FileBase DT3_rLS_rCA1_20150927_298um_288um ElecNo 16 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 0.73 and 1.10 GB. - 8 bytes per element (scalar), 49056750 elements when full. - Memory usage scales as MaxPossibleClusters*nPoints. Array AllVector2Mean will use between 0.26 and 0.39 GB. - 8 bytes per element (scalar), 17660430 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), 17660430 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), 17660430 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), 17660430 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), 16200 elements when full. - Memory usage scales as MaxPossibleClusters*nDims*nDims. Note that nPoints=981135, nDims=18, MaxPossibleClusters=50 Total memory usage will be between 1.13 and 1.69 GB. RAM limit is set at 15.63 GB. ---------------------------------------------------------- Loaded 981135 data points of dimension 18. MEMO: A lower score indicates a better clustering Starting from 20 clusters... ------ Clustering full data set of 981135 points ------ SP: Assigned 20 initial classes randomly. Iteration 0F (17.600075 sec): 20 clusters Score: Raw -85242829.872789 + Penalty 24902.619945 = -85217927.252843 nChanged 929623 Iteration 1F (26.493855 sec): 20 clusters Score: Raw -87501877.912778 + Penalty 24902.619945 = -87476975.292833 nChanged 321872 Iteration 2F (35.362718 sec): 20 clusters Score: Raw -88190739.147326 + Penalty 24902.619945 = -88165836.527381 nChanged 208778 Iteration 3F (44.189456 sec): 20 clusters Score: Raw -88567472.278688 + Penalty 24902.619945 = -88542569.658743 nChanged 125600 Iteration 4F (53.038500 sec): 20 clusters Score: Raw -88732103.512340 + Penalty 24902.619945 = -88707200.892394 nChanged 68393 Deleting Class 9 (511 points): Lose 564.225528 but Gain 1310.664208 Iteration 5F (61.978967 sec): 19 clusters Score: Raw -88801826.302240 + Penalty 23591.955738 = -88778234.346502 nChanged 46601 Iteration 6Q (67.355421 sec): 19 clusters Score: Raw -88844762.569814 + Penalty 23591.955738 = -88821170.614076 nChanged 37333 Iteration 7Q (72.388647 sec): 19 clusters Score: Raw -88877666.676998 + Penalty 23591.955738 = -88854074.721260 nChanged 32929 Deleting Class 19 (846 points): Lose 990.412136 but Gain 1310.664208 Iteration 8Q (77.233092 sec): 18 clusters Score: Raw -88907741.703192 + Penalty 22281.291530 = -88885460.411661 nChanged 29449 Iteration 9Q (81.952212 sec): 18 clusters Score: Raw -88941521.506734 + Penalty 22281.291530 = -88919240.215203 nChanged 24372 Iteration 10Q (86.590925 sec): 18 clusters Score: Raw -88958043.897417 + Penalty 22281.291530 = -88935762.605887 nChanged 19634 Iteration 11Q (91.146207 sec): 18 clusters Score: Raw -88969709.615231 + Penalty 22281.291530 = -88947428.323701 nChanged 15677 Iteration 12Q (95.668634 sec): 18 clusters Score: Raw -88977940.579412 + Penalty 22281.291530 = -88955659.287882 nChanged 12878 Iteration 13Q (100.148636 sec): 18 clusters Score: Raw -88983153.855039 + Penalty 22281.291530 = -88960872.563508 nChanged 11157 Iteration 14Q (104.561137 sec): 18 clusters Score: Raw -88986623.644908 + Penalty 22281.291530 = -88964342.353378 nChanged 9839 Iteration 15Q (108.860384 sec): 18 clusters Score: Raw -88989422.977837 + Penalty 22281.291530 = -88967141.686307 nChanged 8974 Iteration 16Q (113.045471 sec): 18 clusters Score: Raw -88991771.368598 + Penalty 22281.291530 = -88969490.077068 nChanged 8019 Iteration 17Q (117.202086 sec): 18 clusters Score: Raw -88993905.756926 + Penalty 22281.291530 = -88971624.465396 nChanged 7534 Iteration 18Q (121.376660 sec): 18 clusters Score: Raw -88996155.237496 + Penalty 22281.291530 = -88973873.945966 nChanged 7029 Iteration 19Q (125.557990 sec): 18 clusters Score: Raw -88998576.156154 + Penalty 22281.291530 = -88976294.864624 nChanged 6679 Writing temp clu file Because OldScore, -88973873.945966, is greater than current (better) Score,-88976294.864624 Compute initial score before splitting: Score: Raw -88998576.156154 + Penalty 22281.291530 = -88976294.864624 Trying to split cluster 1 (4266 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (125.882210 sec): 2 clusters Score: Raw -379257.209636 + Penalty 794.051030 = -378463.158606 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (125.929830 sec): 3 clusters Score: Raw -376937.019922 + Penalty 1588.102061 = -375348.917861 nChanged 1788 SP:Iteration 1F (125.983174 sec): 3 clusters Score: Raw -377976.004456 + Penalty 1588.102061 = -376387.902395 nChanged 349 SP:Iteration 2F (126.034726 sec): 3 clusters Score: Raw -378250.571155 + Penalty 1588.102061 = -376662.469095 nChanged 299 SP:Iteration 3F (126.090083 sec): 3 clusters Score: Raw -378502.949122 + Penalty 1588.102061 = -376914.847061 nChanged 273 SP:Iteration 4F (126.134557 sec): 3 clusters Score: Raw -378754.386372 + Penalty 1588.102061 = -377166.284311 nChanged 243 SP:Iteration 5F (126.192649 sec): 3 clusters Score: Raw -378923.934292 + Penalty 1588.102061 = -377335.832231 nChanged 220 SP:Iteration 6F (126.248040 sec): 3 clusters Score: Raw -379075.488120 + Penalty 1588.102061 = -377487.386059 nChanged 220 SP:Iteration 7F (126.291364 sec): 3 clusters Score: Raw -379233.197159 + Penalty 1588.102061 = -377645.095099 nChanged 188 SP:Iteration 8Q (126.337545 sec): 3 clusters Score: Raw -379362.886149 + Penalty 1588.102061 = -377774.784088 nChanged 162 SP:Iteration 9Q (126.387327 sec): 3 clusters Score: Raw -379464.894674 + Penalty 1588.102061 = -377876.792614 nChanged 156 SP:Iteration 10Q (126.441526 sec): 3 clusters Score: Raw -379559.787575 + Penalty 1588.102061 = -377971.685514 nChanged 136 SP:Iteration 11Q (126.498865 sec): 3 clusters Score: Raw -379656.953407 + Penalty 1588.102061 = -378068.851347 nChanged 130 SP:Iteration 12Q (126.540834 sec): 3 clusters Score: Raw -379751.937607 + Penalty 1588.102061 = -378163.835546 nChanged 118 SP:Iteration 13Q (126.603618 sec): 3 clusters Score: Raw -379824.589775 + Penalty 1588.102061 = -378236.487714 nChanged 78 SP:Iteration 14Q (126.646273 sec): 3 clusters Score: Raw -379863.261341 + Penalty 1588.102061 = -378275.159280 nChanged 67 SP:Iteration 15Q (126.694411 sec): 3 clusters Score: Raw -379884.078312 + Penalty 1588.102061 = -378295.976251 nChanged 47 SP:Iteration 16Q (126.747865 sec): 3 clusters Score: Raw -379899.044418 + Penalty 1588.102061 = -378310.942357 nChanged 43 SP:Iteration 17Q (126.786489 sec): 3 clusters Score: Raw -379910.920532 + Penalty 1588.102061 = -378322.818471 nChanged 21 SP:Iteration 18Q (126.837948 sec): 3 clusters Score: Raw -379915.823768 + Penalty 1588.102061 = -378327.721707 nChanged 18 SP:Iteration 19Q (126.888951 sec): 3 clusters Score: Raw -379919.223414 + Penalty 1588.102061 = -378331.121353 nChanged 16 SP:Iteration 20F (126.940421 sec): 3 clusters Score: Raw -379922.824713 + Penalty 1588.102061 = -378334.722652 nChanged 13 SP:Iteration 21Q (126.991818 sec): 3 clusters Score: Raw -379924.510833 + Penalty 1588.102061 = -378336.408772 nChanged 5 SP:Iteration 22Q (127.030343 sec): 3 clusters Score: Raw -379924.968141 + Penalty 1588.102061 = -378336.866080 nChanged 1 SP:Iteration 23Q (127.079690 sec): 3 clusters Score: Raw -379925.004966 + Penalty 1588.102061 = -378336.902905 nChanged 1 SP:Iteration 24Q (127.134174 sec): 3 clusters Score: Raw -379925.211016 + Penalty 1588.102061 = -378337.108955 nChanged 0 SP:Iteration 25F (127.187250 sec): 3 clusters Score: Raw -379925.211016 + Penalty 1588.102061 = -378337.108955 nChanged 0 Trying to split cluster 2 (809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (127.202266 sec): 2 clusters Score: Raw -73761.067168 + Penalty 636.100897 = -73124.966271 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (127.250670 sec): 3 clusters Score: Raw -73460.289784 + Penalty 1272.201794 = -72188.087990 nChanged 247 SP:Iteration 1F (127.293164 sec): 3 clusters Score: Raw -73681.240216 + Penalty 1272.201794 = -72409.038421 nChanged 78 SP:Iteration 2F (127.337275 sec): 3 clusters Score: Raw -73794.225842 + Penalty 1272.201794 = -72522.024048 nChanged 63 SP:Iteration 3F (127.381429 sec): 3 clusters Score: Raw -73888.220744 + Penalty 1272.201794 = -72616.018950 nChanged 38 SP:Iteration 4Q (127.427336 sec): 3 clusters Score: Raw -73952.396775 + Penalty 1272.201794 = -72680.194981 nChanged 43 SP:Iteration 5F (127.464846 sec): 3 clusters Score: Raw -74065.388226 + Penalty 1272.201794 = -72793.186432 nChanged 38 SP:Iteration 6Q (127.507653 sec): 3 clusters Score: Raw -74128.011821 + Penalty 1272.201794 = -72855.810027 nChanged 36 SP:Iteration 7Q (127.546243 sec): 3 clusters Score: Raw -74175.730390 + Penalty 1272.201794 = -72903.528596 nChanged 30 SP:Iteration 8Q (127.599926 sec): 3 clusters Score: Raw -74211.197816 + Penalty 1272.201794 = -72938.996022 nChanged 16 SP:Iteration 9Q (127.639200 sec): 3 clusters Score: Raw -74228.601881 + Penalty 1272.201794 = -72956.400086 nChanged 14 SP:Iteration 10Q (127.683802 sec): 3 clusters Score: Raw -74239.521344 + Penalty 1272.201794 = -72967.319550 nChanged 5 SP:Iteration 11Q (127.727049 sec): 3 clusters Score: Raw -74244.113457 + Penalty 1272.201794 = -72971.911663 nChanged 3 SP:Iteration 12Q (127.780423 sec): 3 clusters Score: Raw -74245.867492 + Penalty 1272.201794 = -72973.665698 nChanged 0 SP:Iteration 13F (127.816760 sec): 3 clusters Score: Raw -74245.867492 + Penalty 1272.201794 = -72973.665698 nChanged 0 Trying to split cluster 3 (39433 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (127.893526 sec): 2 clusters Score: Raw -3413448.962185 + Penalty 1005.324039 = -3412443.638146 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (127.987613 sec): 3 clusters Score: Raw -3388124.848787 + Penalty 2010.648079 = -3386114.200709 nChanged 18785 SP:Iteration 1F (128.077401 sec): 3 clusters Score: Raw -3399961.992877 + Penalty 2010.648079 = -3397951.344799 nChanged 2276 SP:Iteration 2F (128.174416 sec): 3 clusters Score: Raw -3401163.991507 + Penalty 2010.648079 = -3399153.343428 nChanged 2584 SP:Iteration 3F (128.254065 sec): 3 clusters Score: Raw -3402812.772138 + Penalty 2010.648079 = -3400802.124059 nChanged 2761 SP:Iteration 4F (128.354647 sec): 3 clusters Score: Raw -3404754.678816 + Penalty 2010.648079 = -3402744.030738 nChanged 2740 SP:Iteration 5F (128.435759 sec): 3 clusters Score: Raw -3406793.068583 + Penalty 2010.648079 = -3404782.420505 nChanged 2398 SP:Iteration 6F (128.538058 sec): 3 clusters Score: Raw -3408665.253269 + Penalty 2010.648079 = -3406654.605190 nChanged 1980 SP:Iteration 7F (128.625703 sec): 3 clusters Score: Raw -3410172.466676 + Penalty 2010.648079 = -3408161.818597 nChanged 1498 SP:Iteration 8Q (128.714602 sec): 3 clusters Score: Raw -3411142.075436 + Penalty 2010.648079 = -3409131.427358 nChanged 1213 SP:Iteration 9Q (128.814576 sec): 3 clusters Score: Raw -3411839.948190 + Penalty 2010.648079 = -3409829.300112 nChanged 961 SP:Iteration 10Q (128.903044 sec): 3 clusters Score: Raw -3412340.988699 + Penalty 2010.648079 = -3410330.340621 nChanged 863 SP:Iteration 11Q (128.999174 sec): 3 clusters Score: Raw -3412771.542941 + Penalty 2010.648079 = -3410760.894862 nChanged 775 SP:Iteration 12Q (129.082588 sec): 3 clusters Score: Raw -3413136.062901 + Penalty 2010.648079 = -3411125.414822 nChanged 664 SP:Iteration 13Q (129.184054 sec): 3 clusters Score: Raw -3413431.920567 + Penalty 2010.648079 = -3411421.272488 nChanged 606 SP:Iteration 14Q (129.279946 sec): 3 clusters Score: Raw -3413697.833770 + Penalty 2010.648079 = -3411687.185691 nChanged 579 SP:Iteration 15Q (129.372036 sec): 3 clusters Score: Raw -3413950.630614 + Penalty 2010.648079 = -3411939.982535 nChanged 512 SP:Iteration 16Q (129.458572 sec): 3 clusters Score: Raw -3414169.783824 + Penalty 2010.648079 = -3412159.135746 nChanged 479 SP:Iteration 17Q (129.550467 sec): 3 clusters Score: Raw -3414381.937196 + Penalty 2010.648079 = -3412371.289118 nChanged 429 SP:Iteration 18Q (129.630090 sec): 3 clusters Score: Raw -3414573.545636 + Penalty 2010.648079 = -3412562.897558 nChanged 379 SP:Iteration 19Q (129.726850 sec): 3 clusters Score: Raw -3414753.062817 + Penalty 2010.648079 = -3412742.414739 nChanged 402 SP:Iteration 20F (129.818810 sec): 3 clusters Score: Raw -3414962.547100 + Penalty 2010.648079 = -3412951.899022 nChanged 367 SP:Iteration 21Q (129.904987 sec): 3 clusters Score: Raw -3415173.860476 + Penalty 2010.648079 = -3413163.212397 nChanged 365 SP:Iteration 22Q (129.979791 sec): 3 clusters Score: Raw -3415382.981119 + Penalty 2010.648079 = -3413372.333041 nChanged 342 SP:Iteration 23Q (130.077713 sec): 3 clusters Score: Raw -3415573.549886 + Penalty 2010.648079 = -3413562.901807 nChanged 311 SP:Iteration 24Q (130.162526 sec): 3 clusters Score: Raw -3415751.004647 + Penalty 2010.648079 = -3413740.356568 nChanged 265 SP:Iteration 25Q (130.252600 sec): 3 clusters Score: Raw -3415901.801835 + Penalty 2010.648079 = -3413891.153756 nChanged 258 SP:Iteration 26Q (130.327108 sec): 3 clusters Score: Raw -3416066.633790 + Penalty 2010.648079 = -3414055.985711 nChanged 253 SP:Iteration 27Q (130.418445 sec): 3 clusters Score: Raw -3416229.186862 + Penalty 2010.648079 = -3414218.538783 nChanged 231 SP:Iteration 28Q (130.504259 sec): 3 clusters Score: Raw -3416389.229322 + Penalty 2010.648079 = -3414378.581243 nChanged 211 SP:Iteration 29Q (130.595888 sec): 3 clusters Score: Raw -3416533.554539 + Penalty 2010.648079 = -3414522.906460 nChanged 182 SP:Iteration 30Q (130.682054 sec): 3 clusters Score: Raw -3416652.050699 + Penalty 2010.648079 = -3414641.402621 nChanged 174 SP:Iteration 31Q (130.755445 sec): 3 clusters Score: Raw -3416769.001223 + Penalty 2010.648079 = -3414758.353144 nChanged 133 SP:Iteration 32Q (130.849054 sec): 3 clusters Score: Raw -3416856.824930 + Penalty 2010.648079 = -3414846.176852 nChanged 105 SP:Iteration 33Q (130.931352 sec): 3 clusters Score: Raw -3416924.307377 + Penalty 2010.648079 = -3414913.659299 nChanged 78 SP:Iteration 34Q (131.002054 sec): 3 clusters Score: Raw -3416962.100382 + Penalty 2010.648079 = -3414951.452304 nChanged 55 SP:Iteration 35Q (131.086273 sec): 3 clusters Score: Raw -3416983.264947 + Penalty 2010.648079 = -3414972.616869 nChanged 35 SP:Iteration 36Q (131.174498 sec): 3 clusters Score: Raw -3416995.493951 + Penalty 2010.648079 = -3414984.845873 nChanged 30 SP:Iteration 37Q (131.253001 sec): 3 clusters Score: Raw -3417005.854683 + Penalty 2010.648079 = -3414995.206605 nChanged 24 SP:Iteration 38Q (131.340161 sec): 3 clusters Score: Raw -3417011.686937 + Penalty 2010.648079 = -3415001.038858 nChanged 21 SP:Iteration 39Q (131.431227 sec): 3 clusters Score: Raw -3417016.079789 + Penalty 2010.648079 = -3415005.431710 nChanged 7 SP:Iteration 40F (131.525033 sec): 3 clusters Score: Raw -3417017.714330 + Penalty 2010.648079 = -3415007.066252 nChanged 5 SP:Iteration 41Q (131.615163 sec): 3 clusters Score: Raw -3417018.483994 + Penalty 2010.648079 = -3415007.835916 nChanged 3 SP:Iteration 42Q (131.705307 sec): 3 clusters Score: Raw -3417018.846892 + Penalty 2010.648079 = -3415008.198814 nChanged 3 SP:Iteration 43Q (131.793707 sec): 3 clusters Score: Raw -3417019.597300 + Penalty 2010.648079 = -3415008.949221 nChanged 4 SP:Iteration 44Q (131.878980 sec): 3 clusters Score: Raw -3417020.618175 + Penalty 2010.648079 = -3415009.970096 nChanged 7 SP:Iteration 45Q (131.966203 sec): 3 clusters Score: Raw -3417021.602057 + Penalty 2010.648079 = -3415010.953979 nChanged 3 SP:Iteration 46Q (132.048322 sec): 3 clusters Score: Raw -3417021.821372 + Penalty 2010.648079 = -3415011.173294 nChanged 1 SP:Iteration 47Q (132.125960 sec): 3 clusters Score: Raw -3417021.876342 + Penalty 2010.648079 = -3415011.228264 nChanged 0 SP:Iteration 48F (132.218955 sec): 3 clusters Score: Raw -3417021.876342 + Penalty 2010.648079 = -3415011.228264 nChanged 0 Score: Raw -89003118.991870 + Penalty 23591.955738 = -88979527.036132 Splitting cluster 3 changes total score from -88976294.864624 to -88979527.036132 So it's getting split into cluster 9. Trying to split cluster 4 (78366 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (140.529813 sec): 2 clusters Score: Raw -7368165.262684 + Penalty 1070.568817 = -7367094.693867 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (140.669434 sec): 3 clusters Score: Raw -7316501.628055 + Penalty 2141.137633 = -7314360.490422 nChanged 37887 SP:Iteration 1F (140.807429 sec): 3 clusters Score: Raw -7341551.245734 + Penalty 2141.137633 = -7339410.108101 nChanged 5852 SP:Iteration 2F (140.957715 sec): 3 clusters Score: Raw -7346346.363056 + Penalty 2141.137633 = -7344205.225422 nChanged 7138 SP:Iteration 3F (141.094332 sec): 3 clusters Score: Raw -7354452.632513 + Penalty 2141.137633 = -7352311.494880 nChanged 7665 SP:Iteration 4F (141.233931 sec): 3 clusters Score: Raw -7363797.909138 + Penalty 2141.137633 = -7361656.771505 nChanged 6385 SP:Iteration 5F (141.374611 sec): 3 clusters Score: Raw -7369949.063074 + Penalty 2141.137633 = -7367807.925440 nChanged 4029 SP:Iteration 6F (141.517590 sec): 3 clusters Score: Raw -7372456.439191 + Penalty 2141.137633 = -7370315.301557 nChanged 2310 SP:Iteration 7Q (141.664940 sec): 3 clusters Score: Raw -7373473.646580 + Penalty 2141.137633 = -7371332.508947 nChanged 1483 SP:Iteration 8Q (141.813067 sec): 3 clusters Score: Raw -7373995.609407 + Penalty 2141.137633 = -7371854.471774 nChanged 1058 SP:Iteration 9Q (141.954637 sec): 3 clusters Score: Raw -7374334.769142 + Penalty 2141.137633 = -7372193.631509 nChanged 916 SP:Iteration 10Q (142.091834 sec): 3 clusters Score: Raw -7374594.704143 + Penalty 2141.137633 = -7372453.566510 nChanged 759 SP:Iteration 11Q (142.240829 sec): 3 clusters Score: Raw -7374787.503725 + Penalty 2141.137633 = -7372646.366092 nChanged 679 SP:Iteration 12Q (142.370237 sec): 3 clusters Score: Raw -7374951.111157 + Penalty 2141.137633 = -7372809.973523 nChanged 637 SP:Iteration 13Q (142.515491 sec): 3 clusters Score: Raw -7375091.242698 + Penalty 2141.137633 = -7372950.105065 nChanged 528 SP:Iteration 14Q (142.648625 sec): 3 clusters Score: Raw -7375193.177737 + Penalty 2141.137633 = -7373052.040104 nChanged 459 SP:Iteration 15Q (142.778832 sec): 3 clusters Score: Raw -7375276.587910 + Penalty 2141.137633 = -7373135.450277 nChanged 436 SP:Iteration 16Q (142.911783 sec): 3 clusters Score: Raw -7375348.563470 + Penalty 2141.137633 = -7373207.425837 nChanged 409 SP:Iteration 17Q (143.044589 sec): 3 clusters Score: Raw -7375408.945665 + Penalty 2141.137633 = -7373267.808032 nChanged 368 SP:Iteration 18Q (143.179887 sec): 3 clusters Score: Raw -7375459.151339 + Penalty 2141.137633 = -7373318.013706 nChanged 318 SP:Iteration 19Q (143.310827 sec): 3 clusters Score: Raw -7375496.673667 + Penalty 2141.137633 = -7373355.536033 nChanged 290 SP:Iteration 20F (143.454323 sec): 3 clusters Score: Raw -7375527.396563 + Penalty 2141.137633 = -7373386.258929 nChanged 279 SP:Iteration 21Q (143.594383 sec): 3 clusters Score: Raw -7375554.129093 + Penalty 2141.137633 = -7373412.991459 nChanged 238 SP:Iteration 22Q (143.734061 sec): 3 clusters Score: Raw -7375575.130027 + Penalty 2141.137633 = -7373433.992394 nChanged 223 SP:Iteration 23Q (143.875038 sec): 3 clusters Score: Raw -7375594.471980 + Penalty 2141.137633 = -7373453.334347 nChanged 217 SP:Iteration 24Q (144.022386 sec): 3 clusters Score: Raw -7375611.539801 + Penalty 2141.137633 = -7373470.402168 nChanged 199 SP:Iteration 25Q (144.158776 sec): 3 clusters Score: Raw -7375625.991138 + Penalty 2141.137633 = -7373484.853505 nChanged 179 SP:Iteration 26Q (144.299203 sec): 3 clusters Score: Raw -7375638.499490 + Penalty 2141.137633 = -7373497.361856 nChanged 161 SP:Iteration 27Q (144.430041 sec): 3 clusters Score: Raw -7375648.932210 + Penalty 2141.137633 = -7373507.794576 nChanged 141 SP:Iteration 28Q (144.571464 sec): 3 clusters Score: Raw -7375656.288348 + Penalty 2141.137633 = -7373515.150714 nChanged 148 SP:Iteration 29Q (144.703856 sec): 3 clusters Score: Raw -7375663.836376 + Penalty 2141.137633 = -7373522.698742 nChanged 143 SP:Iteration 30Q (144.835394 sec): 3 clusters Score: Raw -7375671.126832 + Penalty 2141.137633 = -7373529.989199 nChanged 139 SP:Iteration 31Q (144.974243 sec): 3 clusters Score: Raw -7375678.681861 + Penalty 2141.137633 = -7373537.544227 nChanged 139 SP:Iteration 32Q (145.118433 sec): 3 clusters Score: Raw -7375685.323721 + Penalty 2141.137633 = -7373544.186087 nChanged 115 SP:Iteration 33Q (145.249787 sec): 3 clusters Score: Raw -7375689.944010 + Penalty 2141.137633 = -7373548.806376 nChanged 98 SP:Iteration 34Q (145.386252 sec): 3 clusters Score: Raw -7375693.192717 + Penalty 2141.137633 = -7373552.055084 nChanged 87 SP:Iteration 35Q (145.532400 sec): 3 clusters Score: Raw -7375695.970297 + Penalty 2141.137633 = -7373554.832664 nChanged 76 SP:Iteration 36Q (145.669021 sec): 3 clusters Score: Raw -7375698.715566 + Penalty 2141.137633 = -7373557.577932 nChanged 87 SP:Iteration 37Q (145.808448 sec): 3 clusters Score: Raw -7375701.703839 + Penalty 2141.137633 = -7373560.566206 nChanged 77 SP:Iteration 38Q (145.945656 sec): 3 clusters Score: Raw -7375704.425514 + Penalty 2141.137633 = -7373563.287881 nChanged 73 SP:Iteration 39Q (146.083520 sec): 3 clusters Score: Raw -7375706.657766 + Penalty 2141.137633 = -7373565.520133 nChanged 67 SP:Iteration 40F (146.226187 sec): 3 clusters Score: Raw -7375708.438577 + Penalty 2141.137633 = -7373567.300943 nChanged 57 SP:Iteration 41Q (146.361828 sec): 3 clusters Score: Raw -7375709.853743 + Penalty 2141.137633 = -7373568.716109 nChanged 57 SP:Iteration 42Q (146.501103 sec): 3 clusters Score: Raw -7375711.396731 + Penalty 2141.137633 = -7373570.259098 nChanged 60 SP:Iteration 43Q (146.635361 sec): 3 clusters Score: Raw -7375713.024178 + Penalty 2141.137633 = -7373571.886544 nChanged 54 SP:Iteration 44Q (146.763014 sec): 3 clusters Score: Raw -7375714.234518 + Penalty 2141.137633 = -7373573.096884 nChanged 36 SP:Iteration 45Q (146.911674 sec): 3 clusters Score: Raw -7375715.242875 + Penalty 2141.137633 = -7373574.105241 nChanged 39 SP:Iteration 46Q (147.054784 sec): 3 clusters Score: Raw -7375716.074532 + Penalty 2141.137633 = -7373574.936898 nChanged 30 SP:Iteration 47Q (147.189346 sec): 3 clusters Score: Raw -7375716.678476 + Penalty 2141.137633 = -7373575.540843 nChanged 25 SP:Iteration 48Q (147.320951 sec): 3 clusters Score: Raw -7375717.252567 + Penalty 2141.137633 = -7373576.114934 nChanged 32 SP:Iteration 49Q (147.470179 sec): 3 clusters Score: Raw -7375717.958331 + Penalty 2141.137633 = -7373576.820698 nChanged 38 SP:Iteration 50Q (147.606530 sec): 3 clusters Score: Raw -7375718.677017 + Penalty 2141.137633 = -7373577.539384 nChanged 35 SP:Iteration 51Q (147.730456 sec): 3 clusters Score: Raw -7375719.320546 + Penalty 2141.137633 = -7373578.182913 nChanged 37 SP:Iteration 52Q (147.880905 sec): 3 clusters Score: Raw -7375720.241559 + Penalty 2141.137633 = -7373579.103926 nChanged 39 SP:Iteration 53Q (148.018354 sec): 3 clusters Score: Raw -7375721.275777 + Penalty 2141.137633 = -7373580.138144 nChanged 40 SP:Iteration 54Q (148.154460 sec): 3 clusters Score: Raw -7375722.267779 + Penalty 2141.137633 = -7373581.130146 nChanged 31 SP:Iteration 55Q (148.290367 sec): 3 clusters Score: Raw -7375722.813730 + Penalty 2141.137633 = -7373581.676097 nChanged 29 SP:Iteration 56Q (148.422538 sec): 3 clusters Score: Raw -7375723.283263 + Penalty 2141.137633 = -7373582.145630 nChanged 26 SP:Iteration 57Q (148.565465 sec): 3 clusters Score: Raw -7375723.568727 + Penalty 2141.137633 = -7373582.431094 nChanged 18 SP:Iteration 58Q (148.706578 sec): 3 clusters Score: Raw -7375723.753600 + Penalty 2141.137633 = -7373582.615966 nChanged 12 SP:Iteration 59Q (148.834704 sec): 3 clusters Score: Raw -7375723.900454 + Penalty 2141.137633 = -7373582.762820 nChanged 16 SP:Iteration 60F (148.979083 sec): 3 clusters Score: Raw -7375724.146852 + Penalty 2141.137633 = -7373583.009218 nChanged 16 SP:Iteration 61Q (149.119918 sec): 3 clusters Score: Raw -7375724.343250 + Penalty 2141.137633 = -7373583.205617 nChanged 15 SP:Iteration 62Q (149.268571 sec): 3 clusters Score: Raw -7375724.593579 + Penalty 2141.137633 = -7373583.455946 nChanged 17 SP:Iteration 63Q (149.401761 sec): 3 clusters Score: Raw -7375724.868079 + Penalty 2141.137633 = -7373583.730446 nChanged 16 SP:Iteration 64Q (149.542351 sec): 3 clusters Score: Raw -7375725.050745 + Penalty 2141.137633 = -7373583.913111 nChanged 12 SP:Iteration 65Q (149.679604 sec): 3 clusters Score: Raw -7375725.211606 + Penalty 2141.137633 = -7373584.073973 nChanged 10 SP:Iteration 66Q (149.832268 sec): 3 clusters Score: Raw -7375725.345275 + Penalty 2141.137633 = -7373584.207642 nChanged 10 SP:Iteration 67Q (149.962121 sec): 3 clusters Score: Raw -7375725.442581 + Penalty 2141.137633 = -7373584.304948 nChanged 10 SP:Iteration 68Q (150.095571 sec): 3 clusters Score: Raw -7375725.571284 + Penalty 2141.137633 = -7373584.433650 nChanged 12 SP:Iteration 69Q (150.234759 sec): 3 clusters Score: Raw -7375725.697588 + Penalty 2141.137633 = -7373584.559955 nChanged 11 SP:Iteration 70Q (150.370880 sec): 3 clusters Score: Raw -7375725.818322 + Penalty 2141.137633 = -7373584.680689 nChanged 6 SP:Iteration 71Q (150.505979 sec): 3 clusters Score: Raw -7375725.909590 + Penalty 2141.137633 = -7373584.771957 nChanged 7 SP:Iteration 72Q (150.651204 sec): 3 clusters Score: Raw -7375725.992805 + Penalty 2141.137633 = -7373584.855171 nChanged 7 SP:Iteration 73Q (150.776359 sec): 3 clusters Score: Raw -7375726.086348 + Penalty 2141.137633 = -7373584.948715 nChanged 8 SP:Iteration 74Q (150.919511 sec): 3 clusters Score: Raw -7375726.210229 + Penalty 2141.137633 = -7373585.072595 nChanged 7 SP:Iteration 75Q (151.055837 sec): 3 clusters Score: Raw -7375726.285267 + Penalty 2141.137633 = -7373585.147634 nChanged 6 SP:Iteration 76Q (151.186839 sec): 3 clusters Score: Raw -7375726.345918 + Penalty 2141.137633 = -7373585.208285 nChanged 2 SP:Iteration 77Q (151.336991 sec): 3 clusters Score: Raw -7375726.359797 + Penalty 2141.137633 = -7373585.222163 nChanged 0 SP:Iteration 78F (151.471600 sec): 3 clusters Score: Raw -7375726.359797 + Penalty 2141.137633 = -7373585.222163 nChanged 0 Score: Raw -89010680.088982 + Penalty 24902.619945 = -88985777.469036 Splitting cluster 4 changes total score from -88976294.864624 to -88985777.469036 So it's getting split into cluster 19. Trying to split cluster 5 (6016 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (160.045179 sec): 2 clusters Score: Raw -490750.484400 + Penalty 826.706897 = -489923.777503 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (160.105984 sec): 3 clusters Score: Raw -487384.958586 + Penalty 1653.413794 = -485731.544792 nChanged 2630 SP:Iteration 1F (160.150569 sec): 3 clusters Score: Raw -489342.721098 + Penalty 1653.413794 = -487689.307303 nChanged 718 SP:Iteration 2F (160.206167 sec): 3 clusters Score: Raw -490383.984812 + Penalty 1653.413794 = -488730.571017 nChanged 700 SP:Iteration 3F (160.262243 sec): 3 clusters Score: Raw -491184.822303 + Penalty 1653.413794 = -489531.408509 nChanged 528 SP:Iteration 4F (160.326508 sec): 3 clusters Score: Raw -491764.016655 + Penalty 1653.413794 = -490110.602861 nChanged 350 SP:Iteration 5F (160.383987 sec): 3 clusters Score: Raw -492121.406840 + Penalty 1653.413794 = -490467.993045 nChanged 217 SP:Iteration 6Q (160.441800 sec): 3 clusters Score: Raw -492302.879031 + Penalty 1653.413794 = -490649.465237 nChanged 159 SP:Iteration 7Q (160.498602 sec): 3 clusters Score: Raw -492416.496181 + Penalty 1653.413794 = -490763.082386 nChanged 131 SP:Iteration 8Q (160.541958 sec): 3 clusters Score: Raw -492512.844421 + Penalty 1653.413794 = -490859.430626 nChanged 107 SP:Iteration 9Q (160.608160 sec): 3 clusters Score: Raw -492592.690837 + Penalty 1653.413794 = -490939.277042 nChanged 78 SP:Iteration 10Q (160.662950 sec): 3 clusters Score: Raw -492643.920199 + Penalty 1653.413794 = -490990.506404 nChanged 63 SP:Iteration 11Q (160.716280 sec): 3 clusters Score: Raw -492674.918636 + Penalty 1653.413794 = -491021.504842 nChanged 39 SP:Iteration 12Q (160.771006 sec): 3 clusters Score: Raw -492693.911951 + Penalty 1653.413794 = -491040.498156 nChanged 22 SP:Iteration 13Q (160.829607 sec): 3 clusters Score: Raw -492707.286880 + Penalty 1653.413794 = -491053.873085 nChanged 20 SP:Iteration 14Q (160.885366 sec): 3 clusters Score: Raw -492721.453567 + Penalty 1653.413794 = -491068.039772 nChanged 24 SP:Iteration 15Q (160.940086 sec): 3 clusters Score: Raw -492736.426042 + Penalty 1653.413794 = -491083.012248 nChanged 14 SP:Iteration 16Q (160.985787 sec): 3 clusters Score: Raw -492745.569273 + Penalty 1653.413794 = -491092.155479 nChanged 10 SP:Iteration 17Q (161.050848 sec): 3 clusters Score: Raw -492753.605022 + Penalty 1653.413794 = -491100.191228 nChanged 10 SP:Iteration 18Q (161.106662 sec): 3 clusters Score: Raw -492760.944383 + Penalty 1653.413794 = -491107.530588 nChanged 15 SP:Iteration 19Q (161.163660 sec): 3 clusters Score: Raw -492768.079068 + Penalty 1653.413794 = -491114.665274 nChanged 8 SP:Iteration 20F (161.220216 sec): 3 clusters Score: Raw -492772.754556 + Penalty 1653.413794 = -491119.340761 nChanged 4 SP:Iteration 21Q (161.264108 sec): 3 clusters Score: Raw -492776.984751 + Penalty 1653.413794 = -491123.570956 nChanged 4 SP:Iteration 22Q (161.328503 sec): 3 clusters Score: Raw -492778.603937 + Penalty 1653.413794 = -491125.190142 nChanged 5 SP:Iteration 23Q (161.380960 sec): 3 clusters Score: Raw -492780.852869 + Penalty 1653.413794 = -491127.439074 nChanged 6 SP:Iteration 24Q (161.437973 sec): 3 clusters Score: Raw -492784.287887 + Penalty 1653.413794 = -491130.874092 nChanged 2 SP:Iteration 25Q (161.489929 sec): 3 clusters Score: Raw -492784.855904 + Penalty 1653.413794 = -491131.442109 nChanged 3 SP:Iteration 26Q (161.543672 sec): 3 clusters Score: Raw -492785.621929 + Penalty 1653.413794 = -491132.208134 nChanged 0 SP:Iteration 27F (161.598155 sec): 3 clusters Score: Raw -492785.621929 + Penalty 1653.413794 = -491132.208134 nChanged 0 Score: Raw -89012715.226510 + Penalty 26213.284153 = -88986501.942357 Splitting cluster 5 changes total score from -88976294.864624 to -88986501.942357 So it's getting split into cluster 20. Trying to split cluster 6 (48315 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (170.875519 sec): 2 clusters Score: Raw -4396005.474711 + Penalty 1024.622248 = -4394980.852463 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (170.982765 sec): 3 clusters Score: Raw -4364808.191199 + Penalty 2049.244497 = -4362758.946703 nChanged 22994 SP:Iteration 1F (171.095669 sec): 3 clusters Score: Raw -4379499.767550 + Penalty 2049.244497 = -4377450.523054 nChanged 3376 SP:Iteration 2F (171.203450 sec): 3 clusters Score: Raw -4381546.103015 + Penalty 2049.244497 = -4379496.858518 nChanged 3745 SP:Iteration 3F (171.315245 sec): 3 clusters Score: Raw -4384022.845912 + Penalty 2049.244497 = -4381973.601415 nChanged 3655 SP:Iteration 4F (171.421276 sec): 3 clusters Score: Raw -4386631.662388 + Penalty 2049.244497 = -4384582.417892 nChanged 3250 SP:Iteration 5F (171.535639 sec): 3 clusters Score: Raw -4389172.274993 + Penalty 2049.244497 = -4387123.030496 nChanged 2606 SP:Iteration 6F (171.642962 sec): 3 clusters Score: Raw -4391775.608233 + Penalty 2049.244497 = -4389726.363736 nChanged 1904 SP:Iteration 7Q (171.746018 sec): 3 clusters Score: Raw -4394501.420751 + Penalty 2049.244497 = -4392452.176255 nChanged 1207 SP:Iteration 8Q (171.852399 sec): 3 clusters Score: Raw -4395665.930156 + Penalty 2049.244497 = -4393616.685659 nChanged 663 SP:Iteration 9Q (171.953490 sec): 3 clusters Score: Raw -4395948.076518 + Penalty 2049.244497 = -4393898.832021 nChanged 356 SP:Iteration 10Q (172.059556 sec): 3 clusters Score: Raw -4396078.572717 + Penalty 2049.244497 = -4394029.328221 nChanged 251 SP:Iteration 11Q (172.160046 sec): 3 clusters Score: Raw -4396153.691210 + Penalty 2049.244497 = -4394104.446714 nChanged 224 SP:Iteration 12Q (172.260708 sec): 3 clusters Score: Raw -4396206.886113 + Penalty 2049.244497 = -4394157.641617 nChanged 181 SP:Iteration 13Q (172.367476 sec): 3 clusters Score: Raw -4396247.536522 + Penalty 2049.244497 = -4394198.292025 nChanged 167 SP:Iteration 14Q (172.462253 sec): 3 clusters Score: Raw -4396281.712457 + Penalty 2049.244497 = -4394232.467960 nChanged 128 SP:Iteration 15Q (172.551965 sec): 3 clusters Score: Raw -4396307.571102 + Penalty 2049.244497 = -4394258.326606 nChanged 115 SP:Iteration 16Q (172.651885 sec): 3 clusters Score: Raw -4396326.590452 + Penalty 2049.244497 = -4394277.345956 nChanged 112 SP:Iteration 17Q (172.763253 sec): 3 clusters Score: Raw -4396343.448167 + Penalty 2049.244497 = -4394294.203671 nChanged 97 SP:Iteration 18Q (172.863130 sec): 3 clusters Score: Raw -4396359.679648 + Penalty 2049.244497 = -4394310.435151 nChanged 113 SP:Iteration 19Q (172.966273 sec): 3 clusters Score: Raw -4396377.667698 + Penalty 2049.244497 = -4394328.423202 nChanged 95 SP:Iteration 20F (173.076595 sec): 3 clusters Score: Raw -4396390.896513 + Penalty 2049.244497 = -4394341.652016 nChanged 94 SP:Iteration 21Q (173.174557 sec): 3 clusters Score: Raw -4396404.662936 + Penalty 2049.244497 = -4394355.418439 nChanged 82 SP:Iteration 22Q (173.273242 sec): 3 clusters Score: Raw -4396415.174553 + Penalty 2049.244497 = -4394365.930056 nChanged 74 SP:Iteration 23Q (173.374526 sec): 3 clusters Score: Raw -4396424.346069 + Penalty 2049.244497 = -4394375.101572 nChanged 71 SP:Iteration 24Q (173.478578 sec): 3 clusters Score: Raw -4396433.065612 + Penalty 2049.244497 = -4394383.821116 nChanged 70 SP:Iteration 25Q (173.577643 sec): 3 clusters Score: Raw -4396440.738359 + Penalty 2049.244497 = -4394391.493862 nChanged 68 SP:Iteration 26Q (173.683143 sec): 3 clusters Score: Raw -4396448.569103 + Penalty 2049.244497 = -4394399.324607 nChanged 61 SP:Iteration 27Q (173.772709 sec): 3 clusters Score: Raw -4396454.795261 + Penalty 2049.244497 = -4394405.550765 nChanged 57 SP:Iteration 28Q (173.871419 sec): 3 clusters Score: Raw -4396460.460149 + Penalty 2049.244497 = -4394411.215652 nChanged 55 SP:Iteration 29Q (173.979482 sec): 3 clusters Score: Raw -4396467.011922 + Penalty 2049.244497 = -4394417.767425 nChanged 58 SP:Iteration 30Q (174.081986 sec): 3 clusters Score: Raw -4396473.954005 + Penalty 2049.244497 = -4394424.709508 nChanged 47 SP:Iteration 31Q (174.183075 sec): 3 clusters Score: Raw -4396478.869583 + Penalty 2049.244497 = -4394429.625086 nChanged 44 SP:Iteration 32Q (174.287113 sec): 3 clusters Score: Raw -4396482.478768 + Penalty 2049.244497 = -4394433.234272 nChanged 31 SP:Iteration 33Q (174.392329 sec): 3 clusters Score: Raw -4396484.692511 + Penalty 2049.244497 = -4394435.448014 nChanged 23 SP:Iteration 34Q (174.488887 sec): 3 clusters Score: Raw -4396486.361512 + Penalty 2049.244497 = -4394437.117015 nChanged 26 SP:Iteration 35Q (174.596653 sec): 3 clusters Score: Raw -4396488.456400 + Penalty 2049.244497 = -4394439.211903 nChanged 31 SP:Iteration 36Q (174.701210 sec): 3 clusters Score: Raw -4396491.304676 + Penalty 2049.244497 = -4394442.060179 nChanged 33 SP:Iteration 37Q (174.806077 sec): 3 clusters Score: Raw -4396494.910279 + Penalty 2049.244497 = -4394445.665782 nChanged 25 SP:Iteration 38Q (174.906748 sec): 3 clusters Score: Raw -4396497.139086 + Penalty 2049.244497 = -4394447.894589 nChanged 24 SP:Iteration 39Q (175.009393 sec): 3 clusters Score: Raw -4396499.392312 + Penalty 2049.244497 = -4394450.147815 nChanged 29 SP:Iteration 40F (175.115253 sec): 3 clusters Score: Raw -4396502.484736 + Penalty 2049.244497 = -4394453.240239 nChanged 23 SP:Iteration 41Q (175.215152 sec): 3 clusters Score: Raw -4396504.262811 + Penalty 2049.244497 = -4394455.018314 nChanged 13 SP:Iteration 42Q (175.300430 sec): 3 clusters Score: Raw -4396505.288253 + Penalty 2049.244497 = -4394456.043756 nChanged 17 SP:Iteration 43Q (175.406422 sec): 3 clusters Score: Raw -4396506.336252 + Penalty 2049.244497 = -4394457.091755 nChanged 13 SP:Iteration 44Q (175.499499 sec): 3 clusters Score: Raw -4396506.998870 + Penalty 2049.244497 = -4394457.754373 nChanged 15 SP:Iteration 45Q (175.590169 sec): 3 clusters Score: Raw -4396507.751224 + Penalty 2049.244497 = -4394458.506727 nChanged 9 SP:Iteration 46Q (175.686404 sec): 3 clusters Score: Raw -4396508.110553 + Penalty 2049.244497 = -4394458.866057 nChanged 9 SP:Iteration 47Q (175.784954 sec): 3 clusters Score: Raw -4396508.665041 + Penalty 2049.244497 = -4394459.420544 nChanged 8 SP:Iteration 48Q (175.880271 sec): 3 clusters Score: Raw -4396508.926198 + Penalty 2049.244497 = -4394459.681701 nChanged 5 SP:Iteration 49Q (175.982515 sec): 3 clusters Score: Raw -4396509.103619 + Penalty 2049.244497 = -4394459.859123 nChanged 3 SP:Iteration 50Q (176.079629 sec): 3 clusters Score: Raw -4396509.169285 + Penalty 2049.244497 = -4394459.924789 nChanged 0 SP:Iteration 51F (176.188776 sec): 3 clusters Score: Raw -4396509.169285 + Penalty 2049.244497 = -4394459.924789 nChanged 0 Trying to split cluster 7 (43207 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (176.258227 sec): 2 clusters Score: Raw -3999546.749075 + Penalty 1014.006991 = -3998532.742084 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (176.356261 sec): 3 clusters Score: Raw -3971683.448252 + Penalty 2028.013982 = -3969655.434270 nChanged 20528 SP:Iteration 1F (176.458341 sec): 3 clusters Score: Raw -3984368.126376 + Penalty 2028.013982 = -3982340.112395 nChanged 3073 SP:Iteration 2F (176.558110 sec): 3 clusters Score: Raw -3986568.538322 + Penalty 2028.013982 = -3984540.524341 nChanged 3829 SP:Iteration 3F (176.654015 sec): 3 clusters Score: Raw -3990258.428574 + Penalty 2028.013982 = -3988230.414593 nChanged 4255 SP:Iteration 4F (176.737504 sec): 3 clusters Score: Raw -3995059.518230 + Penalty 2028.013982 = -3993031.504249 nChanged 3608 SP:Iteration 5F (176.836844 sec): 3 clusters Score: Raw -3998933.912612 + Penalty 2028.013982 = -3996905.898630 nChanged 2386 SP:Iteration 6F (176.928957 sec): 3 clusters Score: Raw -4000693.397285 + Penalty 2028.013982 = -3998665.383304 nChanged 1311 SP:Iteration 7Q (177.028105 sec): 3 clusters Score: Raw -4001220.542306 + Penalty 2028.013982 = -3999192.528324 nChanged 678 SP:Iteration 8Q (177.131197 sec): 3 clusters Score: Raw -4001399.996913 + Penalty 2028.013982 = -3999371.982932 nChanged 397 SP:Iteration 9Q (177.236144 sec): 3 clusters Score: Raw -4001473.401986 + Penalty 2028.013982 = -3999445.388004 nChanged 280 SP:Iteration 10Q (177.326067 sec): 3 clusters Score: Raw -4001516.154733 + Penalty 2028.013982 = -3999488.140752 nChanged 214 SP:Iteration 11Q (177.421887 sec): 3 clusters Score: Raw -4001541.100590 + Penalty 2028.013982 = -3999513.086609 nChanged 154 SP:Iteration 12Q (177.518217 sec): 3 clusters Score: Raw -4001557.136039 + Penalty 2028.013982 = -3999529.122058 nChanged 120 SP:Iteration 13Q (177.627740 sec): 3 clusters Score: Raw -4001565.111801 + Penalty 2028.013982 = -3999537.097819 nChanged 74 SP:Iteration 14Q (177.717953 sec): 3 clusters Score: Raw -4001568.344270 + Penalty 2028.013982 = -3999540.330288 nChanged 52 SP:Iteration 15Q (177.820040 sec): 3 clusters Score: Raw -4001570.376985 + Penalty 2028.013982 = -3999542.363003 nChanged 29 SP:Iteration 16Q (177.924696 sec): 3 clusters Score: Raw -4001571.166822 + Penalty 2028.013982 = -3999543.152840 nChanged 22 SP:Iteration 17Q (178.023931 sec): 3 clusters Score: Raw -4001571.722305 + Penalty 2028.013982 = -3999543.708323 nChanged 22 SP:Iteration 18Q (178.113761 sec): 3 clusters Score: Raw -4001572.192502 + Penalty 2028.013982 = -3999544.178520 nChanged 17 SP:Iteration 19Q (178.220600 sec): 3 clusters Score: Raw -4001572.649156 + Penalty 2028.013982 = -3999544.635175 nChanged 14 SP:Iteration 20F (178.319180 sec): 3 clusters Score: Raw -4001573.004465 + Penalty 2028.013982 = -3999544.990483 nChanged 14 SP:Iteration 21Q (178.426364 sec): 3 clusters Score: Raw -4001573.266632 + Penalty 2028.013982 = -3999545.252651 nChanged 11 SP:Iteration 22Q (178.527217 sec): 3 clusters Score: Raw -4001573.532977 + Penalty 2028.013982 = -3999545.518996 nChanged 12 SP:Iteration 23Q (178.628928 sec): 3 clusters Score: Raw -4001573.753428 + Penalty 2028.013982 = -3999545.739446 nChanged 9 SP:Iteration 24Q (178.735783 sec): 3 clusters Score: Raw -4001573.948650 + Penalty 2028.013982 = -3999545.934669 nChanged 6 SP:Iteration 25Q (178.843006 sec): 3 clusters Score: Raw -4001574.028639 + Penalty 2028.013982 = -3999546.014658 nChanged 2 SP:Iteration 26Q (178.950249 sec): 3 clusters Score: Raw -4001574.073414 + Penalty 2028.013982 = -3999546.059433 nChanged 4 SP:Iteration 27Q (179.054708 sec): 3 clusters Score: Raw -4001574.172317 + Penalty 2028.013982 = -3999546.158335 nChanged 6 SP:Iteration 28Q (179.143330 sec): 3 clusters Score: Raw -4001574.277726 + Penalty 2028.013982 = -3999546.263744 nChanged 4 SP:Iteration 29Q (179.240647 sec): 3 clusters Score: Raw -4001574.365838 + Penalty 2028.013982 = -3999546.351856 nChanged 2 SP:Iteration 30Q (179.352683 sec): 3 clusters Score: Raw -4001574.385088 + Penalty 2028.013982 = -3999546.371106 nChanged 0 SP:Iteration 31F (179.452338 sec): 3 clusters Score: Raw -4001574.385088 + Penalty 2028.013982 = -3999546.371106 nChanged 0 Score: Raw -89014742.862524 + Penalty 27523.948361 = -88987218.914164 Splitting cluster 7 changes total score from -88976294.864624 to -88987218.914164 So it's getting split into cluster 21. Trying to split cluster 8 (3762 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (189.197914 sec): 2 clusters Score: Raw -362397.396205 + Penalty 782.107071 = -361615.289134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (189.239058 sec): 3 clusters Score: Raw -360430.445004 + Penalty 1564.214142 = -358866.230862 nChanged 1510 SP:Iteration 1F (189.292924 sec): 3 clusters Score: Raw -361372.424230 + Penalty 1564.214142 = -359808.210088 nChanged 315 SP:Iteration 2F (189.334129 sec): 3 clusters Score: Raw -361939.617126 + Penalty 1564.214142 = -360375.402984 nChanged 421 SP:Iteration 3F (189.374738 sec): 3 clusters Score: Raw -363453.398662 + Penalty 1564.214142 = -361889.184520 nChanged 527 SP:Iteration 4F (189.431252 sec): 3 clusters Score: Raw -364430.729841 + Penalty 1564.214142 = -362866.515699 nChanged 331 SP:Iteration 5F (189.482067 sec): 3 clusters Score: Raw -364912.100997 + Penalty 1564.214142 = -363347.886856 nChanged 141 SP:Iteration 6Q (189.535276 sec): 3 clusters Score: Raw -365115.999562 + Penalty 1564.214142 = -363551.785420 nChanged 73 SP:Iteration 7Q (189.574998 sec): 3 clusters Score: Raw -365239.491472 + Penalty 1564.214142 = -363675.277330 nChanged 46 SP:Iteration 8Q (189.633588 sec): 3 clusters Score: Raw -365367.353834 + Penalty 1564.214142 = -363803.139692 nChanged 28 SP:Iteration 9Q (189.685019 sec): 3 clusters Score: Raw -365561.869698 + Penalty 1564.214142 = -363997.655556 nChanged 11 SP:Iteration 10Q (189.725322 sec): 3 clusters Score: Raw -365778.561962 + Penalty 1564.214142 = -364214.347820 nChanged 0 SP:Iteration 11F (189.786540 sec): 3 clusters Score: Raw -365778.561962 + Penalty 1564.214142 = -364214.347820 nChanged 0 Score: Raw -89018124.028281 + Penalty 28834.612568 = -88989289.415712 Splitting cluster 8 changes total score from -88976294.864624 to -88989289.415712 So it's getting split into cluster 22. Trying to split cluster 10 (609711 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (200.644743 sec): 2 clusters Score: Raw -56714149.749268 + Penalty 1265.470334 = -56712884.278934 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (201.481827 sec): 3 clusters Score: Raw -56299623.492758 + Penalty 2530.940667 = -56297092.552090 nChanged 301309 SP:Iteration 1F (202.272804 sec): 3 clusters Score: Raw -56492970.651016 + Penalty 2530.940667 = -56490439.710349 nChanged 24989 SP:Iteration 2Q (203.144565 sec): 3 clusters Score: Raw -56502419.490106 + Penalty 2530.940667 = -56499888.549438 nChanged 28007 SP:Iteration 3Q (203.979393 sec): 3 clusters Score: Raw -56514247.030080 + Penalty 2530.940667 = -56511716.089413 nChanged 31190 SP:Iteration 4F (204.803890 sec): 3 clusters Score: Raw -56528835.759246 + Penalty 2530.940667 = -56526304.818579 nChanged 34477 SP:Iteration 5F (205.645845 sec): 3 clusters Score: Raw -56547331.069579 + Penalty 2530.940667 = -56544800.128912 nChanged 36899 SP:Iteration 6F (206.443113 sec): 3 clusters Score: Raw -56569905.027031 + Penalty 2530.940667 = -56567374.086364 nChanged 36426 SP:Iteration 7F (207.245845 sec): 3 clusters Score: Raw -56593547.450975 + Penalty 2530.940667 = -56591016.510308 nChanged 31864 SP:Iteration 8F (208.057470 sec): 3 clusters Score: Raw -56613351.231096 + Penalty 2530.940667 = -56610820.290429 nChanged 26154 SP:Iteration 9Q (208.899293 sec): 3 clusters Score: Raw -56628934.979949 + Penalty 2530.940667 = -56626404.039282 nChanged 22174 SP:Iteration 10Q (209.721720 sec): 3 clusters Score: Raw -56642240.034697 + Penalty 2530.940667 = -56639709.094030 nChanged 20168 SP:Iteration 11Q (210.523890 sec): 3 clusters Score: Raw -56654800.635639 + Penalty 2530.940667 = -56652269.694972 nChanged 18849 SP:Iteration 12Q (211.332780 sec): 3 clusters Score: Raw -56667095.999354 + Penalty 2530.940667 = -56664565.058687 nChanged 17414 SP:Iteration 13Q (212.139462 sec): 3 clusters Score: Raw -56679087.996330 + Penalty 2530.940667 = -56676557.055663 nChanged 15291 SP:Iteration 14Q (212.901331 sec): 3 clusters Score: Raw -56689806.671898 + Penalty 2530.940667 = -56687275.731231 nChanged 12260 SP:Iteration 15Q (213.674133 sec): 3 clusters Score: Raw -56698309.694321 + Penalty 2530.940667 = -56695778.753654 nChanged 9158 SP:Iteration 16Q (214.397944 sec): 3 clusters Score: Raw -56704511.862036 + Penalty 2530.940667 = -56701980.921369 nChanged 6327 SP:Iteration 17Q (215.118684 sec): 3 clusters Score: Raw -56708560.564394 + Penalty 2530.940667 = -56706029.623727 nChanged 4171 SP:Iteration 18Q (215.775672 sec): 3 clusters Score: Raw -56711055.073668 + Penalty 2530.940667 = -56708524.133001 nChanged 2637 SP:Iteration 19Q (216.449569 sec): 3 clusters Score: Raw -56712467.777742 + Penalty 2530.940667 = -56709936.837075 nChanged 1684 SP:Iteration 20F (217.264813 sec): 3 clusters Score: Raw -56713295.125612 + Penalty 2530.940667 = -56710764.184945 nChanged 1169 SP:Iteration 21Q (217.902499 sec): 3 clusters Score: Raw -56713809.168352 + Penalty 2530.940667 = -56711278.227685 nChanged 802 SP:Iteration 22Q (218.567785 sec): 3 clusters Score: Raw -56714096.556373 + Penalty 2530.940667 = -56711565.615705 nChanged 556 SP:Iteration 23Q (219.181917 sec): 3 clusters Score: Raw -56714285.510379 + Penalty 2530.940667 = -56711754.569711 nChanged 402 SP:Iteration 24Q (219.832927 sec): 3 clusters Score: Raw -56714407.793894 + Penalty 2530.940667 = -56711876.853227 nChanged 318 SP:Iteration 25Q (220.487314 sec): 3 clusters Score: Raw -56714497.559402 + Penalty 2530.940667 = -56711966.618735 nChanged 285 SP:Iteration 26Q (221.122088 sec): 3 clusters Score: Raw -56714565.955011 + Penalty 2530.940667 = -56712035.014343 nChanged 230 SP:Iteration 27Q (221.733913 sec): 3 clusters Score: Raw -56714616.507318 + Penalty 2530.940667 = -56712085.566651 nChanged 193 SP:Iteration 28Q (222.382975 sec): 3 clusters Score: Raw -56714658.197832 + Penalty 2530.940667 = -56712127.257165 nChanged 163 SP:Iteration 29Q (223.079955 sec): 3 clusters Score: Raw -56714695.278186 + Penalty 2530.940667 = -56712164.337519 nChanged 146 SP:Iteration 30Q (223.723531 sec): 3 clusters Score: Raw -56714723.044030 + Penalty 2530.940667 = -56712192.103362 nChanged 126 SP:Iteration 31Q (224.414986 sec): 3 clusters Score: Raw -56714744.725076 + Penalty 2530.940667 = -56712213.784409 nChanged 108 SP:Iteration 32Q (225.073891 sec): 3 clusters Score: Raw -56714761.874756 + Penalty 2530.940667 = -56712230.934088 nChanged 90 SP:Iteration 33Q (225.723533 sec): 3 clusters Score: Raw -56714777.181543 + Penalty 2530.940667 = -56712246.240876 nChanged 88 SP:Iteration 34Q (226.401149 sec): 3 clusters Score: Raw -56714789.390372 + Penalty 2530.940667 = -56712258.449705 nChanged 74 SP:Iteration 35Q (227.075065 sec): 3 clusters Score: Raw -56714801.061018 + Penalty 2530.940667 = -56712270.120351 nChanged 87 SP:Iteration 36Q (227.683768 sec): 3 clusters Score: Raw -56714814.105674 + Penalty 2530.940667 = -56712283.165007 nChanged 74 SP:Iteration 37Q (228.380438 sec): 3 clusters Score: Raw -56714823.544840 + Penalty 2530.940667 = -56712292.604173 nChanged 54 SP:Iteration 38Q (228.997970 sec): 3 clusters Score: Raw -56714829.941895 + Penalty 2530.940667 = -56712299.001228 nChanged 52 SP:Iteration 39Q (229.608913 sec): 3 clusters Score: Raw -56714835.380138 + Penalty 2530.940667 = -56712304.439470 nChanged 32 SP:Iteration 40F (230.416224 sec): 3 clusters Score: Raw -56714838.424988 + Penalty 2530.940667 = -56712307.484321 nChanged 25 SP:Iteration 41Q (231.066530 sec): 3 clusters Score: Raw -56714840.702650 + Penalty 2530.940667 = -56712309.761982 nChanged 26 SP:Iteration 42Q (231.727662 sec): 3 clusters Score: Raw -56714843.322775 + Penalty 2530.940667 = -56712312.382108 nChanged 31 SP:Iteration 43Q (232.401386 sec): 3 clusters Score: Raw -56714847.246948 + Penalty 2530.940667 = -56712316.306281 nChanged 25 SP:Iteration 44Q (233.087105 sec): 3 clusters Score: Raw -56714850.262870 + Penalty 2530.940667 = -56712319.322203 nChanged 29 SP:Iteration 45Q (233.775595 sec): 3 clusters Score: Raw -56714853.308023 + Penalty 2530.940667 = -56712322.367356 nChanged 21 SP:Iteration 46Q (234.400743 sec): 3 clusters Score: Raw -56714855.012227 + Penalty 2530.940667 = -56712324.071560 nChanged 16 SP:Iteration 47Q (235.084606 sec): 3 clusters Score: Raw -56714856.859017 + Penalty 2530.940667 = -56712325.918350 nChanged 16 SP:Iteration 48Q (235.752017 sec): 3 clusters Score: Raw -56714858.433763 + Penalty 2530.940667 = -56712327.493096 nChanged 18 SP:Iteration 49Q (236.377347 sec): 3 clusters Score: Raw -56714859.847937 + Penalty 2530.940667 = -56712328.907270 nChanged 13 SP:Iteration 50Q (237.028215 sec): 3 clusters Score: Raw -56714860.794018 + Penalty 2530.940667 = -56712329.853351 nChanged 11 SP:Iteration 51Q (237.646283 sec): 3 clusters Score: Raw -56714861.569195 + Penalty 2530.940667 = -56712330.628528 nChanged 7 SP:Iteration 52Q (238.327035 sec): 3 clusters Score: Raw -56714862.139169 + Penalty 2530.940667 = -56712331.198502 nChanged 4 SP:Iteration 53Q (238.998262 sec): 3 clusters Score: Raw -56714862.410732 + Penalty 2530.940667 = -56712331.470065 nChanged 4 SP:Iteration 54Q (239.653505 sec): 3 clusters Score: Raw -56714862.608719 + Penalty 2530.940667 = -56712331.668052 nChanged 3 SP:Iteration 55Q (240.242588 sec): 3 clusters Score: Raw -56714862.905602 + Penalty 2530.940667 = -56712331.964935 nChanged 7 SP:Iteration 56Q (240.918008 sec): 3 clusters Score: Raw -56714863.620814 + Penalty 2530.940667 = -56712332.680147 nChanged 13 SP:Iteration 57Q (241.556741 sec): 3 clusters Score: Raw -56714864.480429 + Penalty 2530.940667 = -56712333.539762 nChanged 11 SP:Iteration 58Q (242.221655 sec): 3 clusters Score: Raw -56714865.536966 + Penalty 2530.940667 = -56712334.596298 nChanged 16 SP:Iteration 59Q (242.854636 sec): 3 clusters Score: Raw -56714867.058293 + Penalty 2530.940667 = -56712336.117626 nChanged 17 SP:Iteration 60F (243.635487 sec): 3 clusters Score: Raw -56714868.539474 + Penalty 2530.940667 = -56712337.598807 nChanged 14 SP:Iteration 61Q (244.274034 sec): 3 clusters Score: Raw -56714869.805547 + Penalty 2530.940667 = -56712338.864879 nChanged 11 SP:Iteration 62Q (244.947676 sec): 3 clusters Score: Raw -56714870.701878 + Penalty 2530.940667 = -56712339.761211 nChanged 15 SP:Iteration 63Q (245.584543 sec): 3 clusters Score: Raw -56714872.213951 + Penalty 2530.940667 = -56712341.273284 nChanged 12 SP:Iteration 64Q (246.234460 sec): 3 clusters Score: Raw -56714872.911278 + Penalty 2530.940667 = -56712341.970611 nChanged 4 SP:Iteration 65Q (246.913735 sec): 3 clusters Score: Raw -56714873.232746 + Penalty 2530.940667 = -56712342.292078 nChanged 2 SP:Iteration 66Q (247.477351 sec): 3 clusters Score: Raw -56714873.339660 + Penalty 2530.940667 = -56712342.398993 nChanged 2 SP:Iteration 67Q (248.066784 sec): 3 clusters Score: Raw -56714873.469371 + Penalty 2530.940667 = -56712342.528704 nChanged 0 SP:Iteration 68F (248.861419 sec): 3 clusters Score: Raw -56714873.469371 + Penalty 2530.940667 = -56712342.528704 nChanged 0 Trying to split cluster 11 (1817 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (248.937448 sec): 2 clusters Score: Raw -140513.620951 + Penalty 712.969496 = -139800.651455 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (248.988372 sec): 3 clusters Score: Raw -139819.481382 + Penalty 1425.938993 = -138393.542389 nChanged 747 SP:Iteration 1F (249.035662 sec): 3 clusters Score: Raw -141393.533652 + Penalty 1425.938993 = -139967.594659 nChanged 308 SP:Iteration 2F (249.077293 sec): 3 clusters Score: Raw -142357.717663 + Penalty 1425.938993 = -140931.778670 nChanged 150 SP:Iteration 3F (249.133405 sec): 3 clusters Score: Raw -142913.414280 + Penalty 1425.938993 = -141487.475287 nChanged 66 SP:Iteration 4Q (249.178501 sec): 3 clusters Score: Raw -143167.593412 + Penalty 1425.938993 = -141741.654419 nChanged 36 SP:Iteration 5Q (249.218593 sec): 3 clusters Score: Raw -143247.061590 + Penalty 1425.938993 = -141821.122597 nChanged 19 SP:Iteration 6Q (249.266374 sec): 3 clusters Score: Raw -143323.739696 + Penalty 1425.938993 = -141897.800703 nChanged 10 SP:Iteration 7Q (249.313569 sec): 3 clusters Score: Raw -143339.493242 + Penalty 1425.938993 = -141913.554249 nChanged 6 SP:Iteration 8Q (249.367865 sec): 3 clusters Score: Raw -143375.883901 + Penalty 1425.938993 = -141949.944908 nChanged 4 SP:Iteration 9Q (249.416197 sec): 3 clusters Score: Raw -143404.935880 + Penalty 1425.938993 = -141978.996887 nChanged 11 SP:Iteration 10Q (249.466343 sec): 3 clusters Score: Raw -143436.934674 + Penalty 1425.938993 = -142010.995681 nChanged 8 SP:Iteration 11Q (249.518992 sec): 3 clusters Score: Raw -143441.377697 + Penalty 1425.938993 = -142015.438704 nChanged 3 SP:Iteration 12Q (249.567424 sec): 3 clusters Score: Raw -143443.074919 + Penalty 1425.938993 = -142017.135926 nChanged 3 SP:Iteration 13Q (249.618480 sec): 3 clusters Score: Raw -143444.039372 + Penalty 1425.938993 = -142018.100379 nChanged 0 SP:Iteration 14F (249.675470 sec): 3 clusters Score: Raw -143444.039372 + Penalty 1425.938993 = -142018.100379 nChanged 0 Score: Raw -89021054.446701 + Penalty 30145.276776 = -88990909.169925 Splitting cluster 11 changes total score from -88976294.864624 to -88990909.169925 So it's getting split into cluster 23. Trying to split cluster 12 (33035 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (259.947998 sec): 2 clusters Score: Raw -2873255.742673 + Penalty 988.505674 = -2872267.236999 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (260.028229 sec): 3 clusters Score: Raw -2852201.008043 + Penalty 1977.011348 = -2850223.996695 nChanged 15712 SP:Iteration 1F (260.116972 sec): 3 clusters Score: Raw -2861953.015764 + Penalty 1977.011348 = -2859976.004416 nChanged 1998 SP:Iteration 2F (260.204853 sec): 3 clusters Score: Raw -2863027.021802 + Penalty 1977.011348 = -2861050.010454 nChanged 2255 SP:Iteration 3F (260.285191 sec): 3 clusters Score: Raw -2864459.642446 + Penalty 1977.011348 = -2862482.631098 nChanged 2472 SP:Iteration 4F (260.378631 sec): 3 clusters Score: Raw -2866217.383470 + Penalty 1977.011348 = -2864240.372122 nChanged 2505 SP:Iteration 5F (260.462001 sec): 3 clusters Score: Raw -2868115.091972 + Penalty 1977.011348 = -2866138.080624 nChanged 2159 SP:Iteration 6F (260.555292 sec): 3 clusters Score: Raw -2869875.181749 + Penalty 1977.011348 = -2867898.170401 nChanged 1709 SP:Iteration 7F (260.641744 sec): 3 clusters Score: Raw -2871401.592552 + Penalty 1977.011348 = -2869424.581204 nChanged 1200 SP:Iteration 8Q (260.732525 sec): 3 clusters Score: Raw -2872533.500668 + Penalty 1977.011348 = -2870556.489320 nChanged 826 SP:Iteration 9Q (260.809271 sec): 3 clusters Score: Raw -2873129.437583 + Penalty 1977.011348 = -2871152.426235 nChanged 566 SP:Iteration 10Q (260.902634 sec): 3 clusters Score: Raw -2873423.633132 + Penalty 1977.011348 = -2871446.621784 nChanged 437 SP:Iteration 11Q (260.992001 sec): 3 clusters Score: Raw -2873610.791254 + Penalty 1977.011348 = -2871633.779905 nChanged 360 SP:Iteration 12Q (261.078312 sec): 3 clusters Score: Raw -2873742.490275 + Penalty 1977.011348 = -2871765.478927 nChanged 294 SP:Iteration 13Q (261.166396 sec): 3 clusters Score: Raw -2873844.391414 + Penalty 1977.011348 = -2871867.380066 nChanged 270 SP:Iteration 14Q (261.253050 sec): 3 clusters Score: Raw -2873931.318782 + Penalty 1977.011348 = -2871954.307434 nChanged 250 SP:Iteration 15Q (261.339577 sec): 3 clusters Score: Raw -2874017.860035 + Penalty 1977.011348 = -2872040.848687 nChanged 229 SP:Iteration 16Q (261.421249 sec): 3 clusters Score: Raw -2874095.524491 + Penalty 1977.011348 = -2872118.513143 nChanged 210 SP:Iteration 17Q (261.509865 sec): 3 clusters Score: Raw -2874174.280951 + Penalty 1977.011348 = -2872197.269603 nChanged 213 SP:Iteration 18Q (261.596784 sec): 3 clusters Score: Raw -2874250.098723 + Penalty 1977.011348 = -2872273.087375 nChanged 186 SP:Iteration 19Q (261.683777 sec): 3 clusters Score: Raw -2874312.124788 + Penalty 1977.011348 = -2872335.113440 nChanged 163 SP:Iteration 20F (261.774638 sec): 3 clusters Score: Raw -2874359.194372 + Penalty 1977.011348 = -2872382.183024 nChanged 142 SP:Iteration 21Q (261.863117 sec): 3 clusters Score: Raw -2874397.843939 + Penalty 1977.011348 = -2872420.832591 nChanged 88 SP:Iteration 22Q (261.939630 sec): 3 clusters Score: Raw -2874417.505188 + Penalty 1977.011348 = -2872440.493840 nChanged 77 SP:Iteration 23Q (262.018967 sec): 3 clusters Score: Raw -2874432.050867 + Penalty 1977.011348 = -2872455.039519 nChanged 69 SP:Iteration 24Q (262.110646 sec): 3 clusters Score: Raw -2874444.094203 + Penalty 1977.011348 = -2872467.082855 nChanged 68 SP:Iteration 25Q (262.195469 sec): 3 clusters Score: Raw -2874456.940957 + Penalty 1977.011348 = -2872479.929609 nChanged 72 SP:Iteration 26Q (262.279775 sec): 3 clusters Score: Raw -2874473.503027 + Penalty 1977.011348 = -2872496.491679 nChanged 72 SP:Iteration 27Q (262.362671 sec): 3 clusters Score: Raw -2874488.946880 + Penalty 1977.011348 = -2872511.935532 nChanged 53 SP:Iteration 28Q (262.451811 sec): 3 clusters Score: Raw -2874499.129599 + Penalty 1977.011348 = -2872522.118251 nChanged 50 SP:Iteration 29Q (262.535555 sec): 3 clusters Score: Raw -2874507.338462 + Penalty 1977.011348 = -2872530.327114 nChanged 34 SP:Iteration 30Q (262.619157 sec): 3 clusters Score: Raw -2874513.567533 + Penalty 1977.011348 = -2872536.556185 nChanged 28 SP:Iteration 31Q (262.702146 sec): 3 clusters Score: Raw -2874518.074075 + Penalty 1977.011348 = -2872541.062727 nChanged 25 SP:Iteration 32Q (262.788093 sec): 3 clusters Score: Raw -2874520.880900 + Penalty 1977.011348 = -2872543.869552 nChanged 15 SP:Iteration 33Q (262.861758 sec): 3 clusters Score: Raw -2874522.095621 + Penalty 1977.011348 = -2872545.084273 nChanged 14 SP:Iteration 34Q (262.954369 sec): 3 clusters Score: Raw -2874523.178587 + Penalty 1977.011348 = -2872546.167239 nChanged 12 SP:Iteration 35Q (263.038351 sec): 3 clusters Score: Raw -2874524.288309 + Penalty 1977.011348 = -2872547.276961 nChanged 5 SP:Iteration 36Q (263.110395 sec): 3 clusters Score: Raw -2874524.817361 + Penalty 1977.011348 = -2872547.806013 nChanged 7 SP:Iteration 37Q (263.182733 sec): 3 clusters Score: Raw -2874525.447606 + Penalty 1977.011348 = -2872548.436258 nChanged 6 SP:Iteration 38Q (263.274444 sec): 3 clusters Score: Raw -2874525.920122 + Penalty 1977.011348 = -2872548.908774 nChanged 4 SP:Iteration 39Q (263.359571 sec): 3 clusters Score: Raw -2874526.287653 + Penalty 1977.011348 = -2872549.276305 nChanged 3 SP:Iteration 40F (263.450723 sec): 3 clusters Score: Raw -2874526.471265 + Penalty 1977.011348 = -2872549.459917 nChanged 3 SP:Iteration 41Q (263.533987 sec): 3 clusters Score: Raw -2874526.558654 + Penalty 1977.011348 = -2872549.547306 nChanged 2 SP:Iteration 42Q (263.619179 sec): 3 clusters Score: Raw -2874526.612589 + Penalty 1977.011348 = -2872549.601241 nChanged 0 SP:Iteration 43F (263.706109 sec): 3 clusters Score: Raw -2874526.612589 + Penalty 1977.011348 = -2872549.601241 nChanged 0 Score: Raw -89022325.316618 + Penalty 31455.940984 = -88990869.375634 Splitting cluster 12 changes total score from -88976294.864624 to -88990869.375634 So it's getting split into cluster 24. Trying to split cluster 13 (33622 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (274.900787 sec): 2 clusters Score: Raw -3162356.562431 + Penalty 990.178910 = -3161366.383521 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (274.993645 sec): 3 clusters Score: Raw -3141078.902575 + Penalty 1980.357820 = -3139098.544755 nChanged 15768 SP:Iteration 1F (275.085670 sec): 3 clusters Score: Raw -3151132.776977 + Penalty 1980.357820 = -3149152.419157 nChanged 2431 SP:Iteration 2F (275.177715 sec): 3 clusters Score: Raw -3153067.530634 + Penalty 1980.357820 = -3151087.172814 nChanged 2820 SP:Iteration 3F (275.267369 sec): 3 clusters Score: Raw -3155506.562059 + Penalty 1980.357820 = -3153526.204239 nChanged 2737 SP:Iteration 4F (275.360293 sec): 3 clusters Score: Raw -3157749.166228 + Penalty 1980.357820 = -3155768.808409 nChanged 2377 SP:Iteration 5F (275.451254 sec): 3 clusters Score: Raw -3159525.928260 + Penalty 1980.357820 = -3157545.570440 nChanged 1938 SP:Iteration 6F (275.543212 sec): 3 clusters Score: Raw -3160859.764359 + Penalty 1980.357820 = -3158879.406539 nChanged 1613 SP:Iteration 7Q (275.637790 sec): 3 clusters Score: Raw -3161892.059377 + Penalty 1980.357820 = -3159911.701557 nChanged 1325 SP:Iteration 8Q (275.731835 sec): 3 clusters Score: Raw -3162759.898116 + Penalty 1980.357820 = -3160779.540296 nChanged 1258 SP:Iteration 9Q (275.817534 sec): 3 clusters Score: Raw -3163658.768950 + Penalty 1980.357820 = -3161678.411130 nChanged 1119 SP:Iteration 10Q (275.901929 sec): 3 clusters Score: Raw -3164354.866206 + Penalty 1980.357820 = -3162374.508386 nChanged 865 SP:Iteration 11Q (276.004567 sec): 3 clusters Score: Raw -3164740.119743 + Penalty 1980.357820 = -3162759.761923 nChanged 609 SP:Iteration 12Q (276.095465 sec): 3 clusters Score: Raw -3164946.553912 + Penalty 1980.357820 = -3162966.196092 nChanged 478 SP:Iteration 13Q (276.184271 sec): 3 clusters Score: Raw -3165070.283373 + Penalty 1980.357820 = -3163089.925553 nChanged 362 SP:Iteration 14Q (276.274322 sec): 3 clusters Score: Raw -3165145.134496 + Penalty 1980.357820 = -3163164.776676 nChanged 277 SP:Iteration 15Q (276.362601 sec): 3 clusters Score: Raw -3165198.955933 + Penalty 1980.357820 = -3163218.598113 nChanged 244 SP:Iteration 16Q (276.453561 sec): 3 clusters Score: Raw -3165241.909460 + Penalty 1980.357820 = -3163261.551640 nChanged 203 SP:Iteration 17Q (276.544902 sec): 3 clusters Score: Raw -3165272.342662 + Penalty 1980.357820 = -3163291.984842 nChanged 173 SP:Iteration 18Q (276.627166 sec): 3 clusters Score: Raw -3165296.604537 + Penalty 1980.357820 = -3163316.246717 nChanged 191 SP:Iteration 19Q (276.710439 sec): 3 clusters Score: Raw -3165322.055487 + Penalty 1980.357820 = -3163341.697667 nChanged 191 SP:Iteration 20F (276.805096 sec): 3 clusters Score: Raw -3165348.360682 + Penalty 1980.357820 = -3163368.002863 nChanged 150 SP:Iteration 21Q (276.897476 sec): 3 clusters Score: Raw -3165364.602693 + Penalty 1980.357820 = -3163384.244873 nChanged 110 SP:Iteration 22Q (276.991525 sec): 3 clusters Score: Raw -3165374.140590 + Penalty 1980.357820 = -3163393.782770 nChanged 90 SP:Iteration 23Q (277.077515 sec): 3 clusters Score: Raw -3165380.283753 + Penalty 1980.357820 = -3163399.925933 nChanged 78 SP:Iteration 24Q (277.170281 sec): 3 clusters Score: Raw -3165385.012371 + Penalty 1980.357820 = -3163404.654552 nChanged 88 SP:Iteration 25Q (277.253734 sec): 3 clusters Score: Raw -3165390.827752 + Penalty 1980.357820 = -3163410.469932 nChanged 93 SP:Iteration 26Q (277.342783 sec): 3 clusters Score: Raw -3165397.992641 + Penalty 1980.357820 = -3163417.634822 nChanged 96 SP:Iteration 27Q (277.429885 sec): 3 clusters Score: Raw -3165405.800288 + Penalty 1980.357820 = -3163425.442468 nChanged 101 SP:Iteration 28Q (277.515243 sec): 3 clusters Score: Raw -3165414.279940 + Penalty 1980.357820 = -3163433.922121 nChanged 89 SP:Iteration 29Q (277.612356 sec): 3 clusters Score: Raw -3165421.157170 + Penalty 1980.357820 = -3163440.799350 nChanged 82 SP:Iteration 30Q (277.701038 sec): 3 clusters Score: Raw -3165426.277095 + Penalty 1980.357820 = -3163445.919275 nChanged 70 SP:Iteration 31Q (277.787979 sec): 3 clusters Score: Raw -3165431.385743 + Penalty 1980.357820 = -3163451.027923 nChanged 74 SP:Iteration 32Q (277.876365 sec): 3 clusters Score: Raw -3165435.979593 + Penalty 1980.357820 = -3163455.621773 nChanged 62 SP:Iteration 33Q (277.951970 sec): 3 clusters Score: Raw -3165439.712559 + Penalty 1980.357820 = -3163459.354739 nChanged 62 SP:Iteration 34Q (278.048212 sec): 3 clusters Score: Raw -3165442.897528 + Penalty 1980.357820 = -3163462.539708 nChanged 49 SP:Iteration 35Q (278.140193 sec): 3 clusters Score: Raw -3165445.308641 + Penalty 1980.357820 = -3163464.950821 nChanged 47 SP:Iteration 36Q (278.228477 sec): 3 clusters Score: Raw -3165447.411932 + Penalty 1980.357820 = -3163467.054112 nChanged 37 SP:Iteration 37Q (278.313930 sec): 3 clusters Score: Raw -3165449.444919 + Penalty 1980.357820 = -3163469.087099 nChanged 41 SP:Iteration 38Q (278.403517 sec): 3 clusters Score: Raw -3165451.345255 + Penalty 1980.357820 = -3163470.987435 nChanged 48 SP:Iteration 39Q (278.492504 sec): 3 clusters Score: Raw -3165453.786525 + Penalty 1980.357820 = -3163473.428705 nChanged 30 SP:Iteration 40F (278.584330 sec): 3 clusters Score: Raw -3165455.584734 + Penalty 1980.357820 = -3163475.226914 nChanged 36 SP:Iteration 41Q (278.673569 sec): 3 clusters Score: Raw -3165457.586341 + Penalty 1980.357820 = -3163477.228521 nChanged 40 SP:Iteration 42Q (278.765412 sec): 3 clusters Score: Raw -3165460.285549 + Penalty 1980.357820 = -3163479.927730 nChanged 51 SP:Iteration 43Q (278.852886 sec): 3 clusters Score: Raw -3165462.634077 + Penalty 1980.357820 = -3163482.276257 nChanged 37 SP:Iteration 44Q (278.944788 sec): 3 clusters Score: Raw -3165464.273129 + Penalty 1980.357820 = -3163483.915309 nChanged 28 SP:Iteration 45Q (279.037741 sec): 3 clusters Score: Raw -3165465.253250 + Penalty 1980.357820 = -3163484.895430 nChanged 29 SP:Iteration 46Q (279.128910 sec): 3 clusters Score: Raw -3165466.277669 + Penalty 1980.357820 = -3163485.919849 nChanged 29 SP:Iteration 47Q (279.211397 sec): 3 clusters Score: Raw -3165467.218948 + Penalty 1980.357820 = -3163486.861128 nChanged 21 SP:Iteration 48Q (279.287471 sec): 3 clusters Score: Raw -3165467.934466 + Penalty 1980.357820 = -3163487.576646 nChanged 16 SP:Iteration 49Q (279.379510 sec): 3 clusters Score: Raw -3165468.567007 + Penalty 1980.357820 = -3163488.209188 nChanged 19 SP:Iteration 50Q (279.479373 sec): 3 clusters Score: Raw -3165469.452244 + Penalty 1980.357820 = -3163489.094424 nChanged 19 SP:Iteration 51Q (279.564281 sec): 3 clusters Score: Raw -3165470.409681 + Penalty 1980.357820 = -3163490.051861 nChanged 30 SP:Iteration 52Q (279.657130 sec): 3 clusters Score: Raw -3165471.732196 + Penalty 1980.357820 = -3163491.374376 nChanged 35 SP:Iteration 53Q (279.740271 sec): 3 clusters Score: Raw -3165473.337409 + Penalty 1980.357820 = -3163492.979590 nChanged 36 SP:Iteration 54Q (279.835417 sec): 3 clusters Score: Raw -3165475.082528 + Penalty 1980.357820 = -3163494.724708 nChanged 35 SP:Iteration 55Q (279.926255 sec): 3 clusters Score: Raw -3165476.429997 + Penalty 1980.357820 = -3163496.072177 nChanged 32 SP:Iteration 56Q (280.011228 sec): 3 clusters Score: Raw -3165477.486341 + Penalty 1980.357820 = -3163497.128521 nChanged 20 SP:Iteration 57Q (280.091626 sec): 3 clusters Score: Raw -3165478.101624 + Penalty 1980.357820 = -3163497.743804 nChanged 18 SP:Iteration 58Q (280.183495 sec): 3 clusters Score: Raw -3165478.935193 + Penalty 1980.357820 = -3163498.577373 nChanged 27 SP:Iteration 59Q (280.282028 sec): 3 clusters Score: Raw -3165480.251907 + Penalty 1980.357820 = -3163499.894087 nChanged 25 SP:Iteration 60F (280.366815 sec): 3 clusters Score: Raw -3165481.426199 + Penalty 1980.357820 = -3163501.068379 nChanged 24 SP:Iteration 61Q (280.451537 sec): 3 clusters Score: Raw -3165482.203861 + Penalty 1980.357820 = -3163501.846041 nChanged 23 SP:Iteration 62Q (280.546997 sec): 3 clusters Score: Raw -3165482.799760 + Penalty 1980.357820 = -3163502.441940 nChanged 17 SP:Iteration 63Q (280.636748 sec): 3 clusters Score: Raw -3165483.495022 + Penalty 1980.357820 = -3163503.137202 nChanged 23 SP:Iteration 64Q (280.719926 sec): 3 clusters Score: Raw -3165484.316177 + Penalty 1980.357820 = -3163503.958357 nChanged 29 SP:Iteration 65Q (280.810594 sec): 3 clusters Score: Raw -3165485.682550 + Penalty 1980.357820 = -3163505.324731 nChanged 32 SP:Iteration 66Q (280.901512 sec): 3 clusters Score: Raw -3165486.979394 + Penalty 1980.357820 = -3163506.621574 nChanged 30 SP:Iteration 67Q (280.988139 sec): 3 clusters Score: Raw -3165487.932697 + Penalty 1980.357820 = -3163507.574877 nChanged 27 SP:Iteration 68Q (281.057472 sec): 3 clusters Score: Raw -3165488.983836 + Penalty 1980.357820 = -3163508.626016 nChanged 25 SP:Iteration 69Q (281.152095 sec): 3 clusters Score: Raw -3165489.784895 + Penalty 1980.357820 = -3163509.427076 nChanged 22 SP:Iteration 70Q (281.235922 sec): 3 clusters Score: Raw -3165490.663689 + Penalty 1980.357820 = -3163510.305870 nChanged 31 SP:Iteration 71Q (281.312424 sec): 3 clusters Score: Raw -3165491.785571 + Penalty 1980.357820 = -3163511.427751 nChanged 28 SP:Iteration 72Q (281.397993 sec): 3 clusters Score: Raw -3165492.635054 + Penalty 1980.357820 = -3163512.277234 nChanged 25 SP:Iteration 73Q (281.490011 sec): 3 clusters Score: Raw -3165493.385355 + Penalty 1980.357820 = -3163513.027535 nChanged 19 SP:Iteration 74Q (281.567331 sec): 3 clusters Score: Raw -3165493.987309 + Penalty 1980.357820 = -3163513.629489 nChanged 25 SP:Iteration 75Q (281.658538 sec): 3 clusters Score: Raw -3165494.765134 + Penalty 1980.357820 = -3163514.407314 nChanged 27 SP:Iteration 76Q (281.746777 sec): 3 clusters Score: Raw -3165495.532619 + Penalty 1980.357820 = -3163515.174799 nChanged 17 SP:Iteration 77Q (281.830849 sec): 3 clusters Score: Raw -3165496.114388 + Penalty 1980.357820 = -3163515.756568 nChanged 24 SP:Iteration 78Q (281.917381 sec): 3 clusters Score: Raw -3165497.127598 + Penalty 1980.357820 = -3163516.769778 nChanged 22 SP:Iteration 79Q (281.991255 sec): 3 clusters Score: Raw -3165497.825970 + Penalty 1980.357820 = -3163517.468150 nChanged 25 SP:Iteration 80F (282.076408 sec): 3 clusters Score: Raw -3165498.762539 + Penalty 1980.357820 = -3163518.404720 nChanged 19 SP:Iteration 81Q (282.161251 sec): 3 clusters Score: Raw -3165499.477205 + Penalty 1980.357820 = -3163519.119386 nChanged 18 SP:Iteration 82Q (282.245639 sec): 3 clusters Score: Raw -3165500.074285 + Penalty 1980.357820 = -3163519.716465 nChanged 15 SP:Iteration 83Q (282.325035 sec): 3 clusters Score: Raw -3165500.539514 + Penalty 1980.357820 = -3163520.181694 nChanged 18 SP:Iteration 84Q (282.414409 sec): 3 clusters Score: Raw -3165501.048257 + Penalty 1980.357820 = -3163520.690438 nChanged 15 SP:Iteration 85Q (282.488143 sec): 3 clusters Score: Raw -3165501.361993 + Penalty 1980.357820 = -3163521.004173 nChanged 8 SP:Iteration 86Q (282.575276 sec): 3 clusters Score: Raw -3165501.476155 + Penalty 1980.357820 = -3163521.118335 nChanged 5 SP:Iteration 87Q (282.660913 sec): 3 clusters Score: Raw -3165501.549975 + Penalty 1980.357820 = -3163521.192155 nChanged 9 SP:Iteration 88Q (282.744134 sec): 3 clusters Score: Raw -3165501.758282 + Penalty 1980.357820 = -3163521.400462 nChanged 9 SP:Iteration 89Q (282.836669 sec): 3 clusters Score: Raw -3165501.933713 + Penalty 1980.357820 = -3163521.575893 nChanged 7 SP:Iteration 90Q (282.921431 sec): 3 clusters Score: Raw -3165502.120014 + Penalty 1980.357820 = -3163521.762194 nChanged 7 SP:Iteration 91Q (283.009108 sec): 3 clusters Score: Raw -3165502.319008 + Penalty 1980.357820 = -3163521.961188 nChanged 10 SP:Iteration 92Q (283.096367 sec): 3 clusters Score: Raw -3165502.538305 + Penalty 1980.357820 = -3163522.180485 nChanged 8 SP:Iteration 93Q (283.176587 sec): 3 clusters Score: Raw -3165502.728893 + Penalty 1980.357820 = -3163522.371073 nChanged 7 SP:Iteration 94Q (283.271782 sec): 3 clusters Score: Raw -3165502.928764 + Penalty 1980.357820 = -3163522.570945 nChanged 9 SP:Iteration 95Q (283.358320 sec): 3 clusters Score: Raw -3165503.099611 + Penalty 1980.357820 = -3163522.741791 nChanged 7 SP:Iteration 96Q (283.445189 sec): 3 clusters Score: Raw -3165503.287930 + Penalty 1980.357820 = -3163522.930110 nChanged 7 SP:Iteration 97Q (283.537803 sec): 3 clusters Score: Raw -3165503.494202 + Penalty 1980.357820 = -3163523.136382 nChanged 5 SP:Iteration 98Q (283.625606 sec): 3 clusters Score: Raw -3165503.574700 + Penalty 1980.357820 = -3163523.216880 nChanged 5 SP:Iteration 99Q (283.710941 sec): 3 clusters Score: Raw -3165503.726919 + Penalty 1980.357820 = -3163523.369100 nChanged 6 SP:Iteration 100F (283.806597 sec): 3 clusters Score: Raw -3165503.938400 + Penalty 1980.357820 = -3163523.580580 nChanged 4 SP:Iteration 101Q (283.898482 sec): 3 clusters Score: Raw -3165504.000270 + Penalty 1980.357820 = -3163523.642450 nChanged 3 SP:Iteration 102Q (283.989703 sec): 3 clusters Score: Raw -3165504.046718 + Penalty 1980.357820 = -3163523.688898 nChanged 2 SP:Iteration 103Q (284.079997 sec): 3 clusters Score: Raw -3165504.071123 + Penalty 1980.357820 = -3163523.713303 nChanged 4 SP:Iteration 104Q (284.168299 sec): 3 clusters Score: Raw -3165504.111390 + Penalty 1980.357820 = -3163523.753570 nChanged 3 SP:Iteration 105Q (284.261313 sec): 3 clusters Score: Raw -3165504.170716 + Penalty 1980.357820 = -3163523.812896 nChanged 1 SP:Iteration 106Q (284.352005 sec): 3 clusters Score: Raw -3165504.238414 + Penalty 1980.357820 = -3163523.880595 nChanged 3 SP:Iteration 107Q (284.443968 sec): 3 clusters Score: Raw -3165504.293239 + Penalty 1980.357820 = -3163523.935420 nChanged 2 SP:Iteration 108Q (284.534596 sec): 3 clusters Score: Raw -3165504.322437 + Penalty 1980.357820 = -3163523.964617 nChanged 2 SP:Iteration 109Q (284.625520 sec): 3 clusters Score: Raw -3165504.346848 + Penalty 1980.357820 = -3163523.989028 nChanged 0 SP:Iteration 110F (284.715617 sec): 3 clusters Score: Raw -3165504.346848 + Penalty 1980.357820 = -3163523.989028 nChanged 0 Score: Raw -89025473.101034 + Penalty 32766.605191 = -88992706.495843 Splitting cluster 13 changes total score from -88976294.864624 to -88992706.495843 So it's getting split into cluster 25. Trying to split cluster 14 (8185 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (296.343978 sec): 2 clusters Score: Raw -746333.403093 + Penalty 855.955557 = -745477.447537 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (296.405058 sec): 3 clusters Score: Raw -741541.013983 + Penalty 1711.911113 = -739829.102870 nChanged 3672 SP:Iteration 1F (296.461975 sec): 3 clusters Score: Raw -743650.259035 + Penalty 1711.911113 = -741938.347922 nChanged 584 SP:Iteration 2F (296.509897 sec): 3 clusters Score: Raw -744095.518580 + Penalty 1711.911113 = -742383.607466 nChanged 617 SP:Iteration 3F (296.569781 sec): 3 clusters Score: Raw -744701.556051 + Penalty 1711.911113 = -742989.644938 nChanged 705 SP:Iteration 4F (296.626485 sec): 3 clusters Score: Raw -745309.529228 + Penalty 1711.911113 = -743597.618114 nChanged 653 SP:Iteration 5F (296.676947 sec): 3 clusters Score: Raw -745813.952635 + Penalty 1711.911113 = -744102.041522 nChanged 522 SP:Iteration 6F (296.734783 sec): 3 clusters Score: Raw -746136.828484 + Penalty 1711.911113 = -744424.917371 nChanged 397 SP:Iteration 7Q (296.777838 sec): 3 clusters Score: Raw -746347.242878 + Penalty 1711.911113 = -744635.331765 nChanged 312 SP:Iteration 8Q (296.837579 sec): 3 clusters Score: Raw -746503.959434 + Penalty 1711.911113 = -744792.048321 nChanged 245 SP:Iteration 9Q (296.883469 sec): 3 clusters Score: Raw -746595.671588 + Penalty 1711.911113 = -744883.760475 nChanged 178 SP:Iteration 10Q (296.940674 sec): 3 clusters Score: Raw -746651.770805 + Penalty 1711.911113 = -744939.859692 nChanged 139 SP:Iteration 11Q (296.990958 sec): 3 clusters Score: Raw -746690.496794 + Penalty 1711.911113 = -744978.585681 nChanged 104 SP:Iteration 12Q (297.051843 sec): 3 clusters Score: Raw -746715.337911 + Penalty 1711.911113 = -745003.426798 nChanged 88 SP:Iteration 13Q (297.097070 sec): 3 clusters Score: Raw -746734.885658 + Penalty 1711.911113 = -745022.974545 nChanged 62 SP:Iteration 14Q (297.155685 sec): 3 clusters Score: Raw -746748.531139 + Penalty 1711.911113 = -745036.620026 nChanged 66 SP:Iteration 15Q (297.199723 sec): 3 clusters Score: Raw -746761.841846 + Penalty 1711.911113 = -745049.930733 nChanged 60 SP:Iteration 16Q (297.268812 sec): 3 clusters Score: Raw -746773.821559 + Penalty 1711.911113 = -745061.910446 nChanged 54 SP:Iteration 17Q (297.314946 sec): 3 clusters Score: Raw -746781.462481 + Penalty 1711.911113 = -745069.551368 nChanged 38 SP:Iteration 18Q (297.379335 sec): 3 clusters Score: Raw -746787.182551 + Penalty 1711.911113 = -745075.271438 nChanged 41 SP:Iteration 19Q (297.436810 sec): 3 clusters Score: Raw -746792.269294 + Penalty 1711.911113 = -745080.358181 nChanged 39 SP:Iteration 20F (297.479792 sec): 3 clusters Score: Raw -746797.070512 + Penalty 1711.911113 = -745085.159399 nChanged 26 SP:Iteration 21Q (297.538130 sec): 3 clusters Score: Raw -746801.181201 + Penalty 1711.911113 = -745089.270088 nChanged 23 SP:Iteration 22Q (297.589600 sec): 3 clusters Score: Raw -746804.872429 + Penalty 1711.911113 = -745092.961316 nChanged 24 SP:Iteration 23Q (297.629384 sec): 3 clusters Score: Raw -746809.272787 + Penalty 1711.911113 = -745097.361674 nChanged 28 SP:Iteration 24Q (297.685548 sec): 3 clusters Score: Raw -746813.339844 + Penalty 1711.911113 = -745101.428731 nChanged 28 SP:Iteration 25Q (297.754723 sec): 3 clusters Score: Raw -746816.474964 + Penalty 1711.911113 = -745104.563851 nChanged 15 SP:Iteration 26Q (297.809390 sec): 3 clusters Score: Raw -746818.130660 + Penalty 1711.911113 = -745106.219546 nChanged 14 SP:Iteration 27Q (297.853303 sec): 3 clusters Score: Raw -746819.390377 + Penalty 1711.911113 = -745107.479264 nChanged 14 SP:Iteration 28Q (297.905824 sec): 3 clusters Score: Raw -746821.098620 + Penalty 1711.911113 = -745109.187507 nChanged 18 SP:Iteration 29Q (297.966097 sec): 3 clusters Score: Raw -746823.543249 + Penalty 1711.911113 = -745111.632136 nChanged 20 SP:Iteration 30Q (298.024636 sec): 3 clusters Score: Raw -746827.157800 + Penalty 1711.911113 = -745115.246687 nChanged 29 SP:Iteration 31Q (298.079911 sec): 3 clusters Score: Raw -746832.436257 + Penalty 1711.911113 = -745120.525144 nChanged 24 SP:Iteration 32Q (298.136124 sec): 3 clusters Score: Raw -746835.347066 + Penalty 1711.911113 = -745123.435953 nChanged 22 SP:Iteration 33Q (298.192542 sec): 3 clusters Score: Raw -746837.826660 + Penalty 1711.911113 = -745125.915547 nChanged 17 SP:Iteration 34Q (298.259785 sec): 3 clusters Score: Raw -746839.323519 + Penalty 1711.911113 = -745127.412406 nChanged 13 SP:Iteration 35Q (298.317839 sec): 3 clusters Score: Raw -746840.412072 + Penalty 1711.911113 = -745128.500959 nChanged 14 SP:Iteration 36Q (298.378619 sec): 3 clusters Score: Raw -746841.948261 + Penalty 1711.911113 = -745130.037148 nChanged 13 SP:Iteration 37Q (298.431782 sec): 3 clusters Score: Raw -746843.746634 + Penalty 1711.911113 = -745131.835521 nChanged 21 SP:Iteration 38Q (298.484828 sec): 3 clusters Score: Raw -746847.072496 + Penalty 1711.911113 = -745135.161383 nChanged 20 SP:Iteration 39Q (298.551009 sec): 3 clusters Score: Raw -746850.827831 + Penalty 1711.911113 = -745138.916718 nChanged 27 SP:Iteration 40F (298.605112 sec): 3 clusters Score: Raw -746855.440139 + Penalty 1711.911113 = -745143.529026 nChanged 25 SP:Iteration 41Q (298.669652 sec): 3 clusters Score: Raw -746860.158258 + Penalty 1711.911113 = -745148.247145 nChanged 33 SP:Iteration 42Q (298.730921 sec): 3 clusters Score: Raw -746867.687160 + Penalty 1711.911113 = -745155.776047 nChanged 42 SP:Iteration 43Q (298.787959 sec): 3 clusters Score: Raw -746876.010848 + Penalty 1711.911113 = -745164.099735 nChanged 39 SP:Iteration 44Q (298.844996 sec): 3 clusters Score: Raw -746883.673391 + Penalty 1711.911113 = -745171.762278 nChanged 32 SP:Iteration 45Q (298.904537 sec): 3 clusters Score: Raw -746890.941745 + Penalty 1711.911113 = -745179.030632 nChanged 31 SP:Iteration 46Q (298.953048 sec): 3 clusters Score: Raw -746896.222154 + Penalty 1711.911113 = -745184.311041 nChanged 31 SP:Iteration 47Q (299.005319 sec): 3 clusters Score: Raw -746902.066046 + Penalty 1711.911113 = -745190.154933 nChanged 37 SP:Iteration 48Q (299.064712 sec): 3 clusters Score: Raw -746908.030711 + Penalty 1711.911113 = -745196.119598 nChanged 38 SP:Iteration 49Q (299.117132 sec): 3 clusters Score: Raw -746914.998768 + Penalty 1711.911113 = -745203.087655 nChanged 41 SP:Iteration 50Q (299.163389 sec): 3 clusters Score: Raw -746922.487907 + Penalty 1711.911113 = -745210.576794 nChanged 36 SP:Iteration 51Q (299.229606 sec): 3 clusters Score: Raw -746928.809225 + Penalty 1711.911113 = -745216.898112 nChanged 35 SP:Iteration 52Q (299.288352 sec): 3 clusters Score: Raw -746934.994730 + Penalty 1711.911113 = -745223.083616 nChanged 34 SP:Iteration 53Q (299.334344 sec): 3 clusters Score: Raw -746939.875640 + Penalty 1711.911113 = -745227.964527 nChanged 28 SP:Iteration 54Q (299.387508 sec): 3 clusters Score: Raw -746944.772840 + Penalty 1711.911113 = -745232.861727 nChanged 29 SP:Iteration 55Q (299.448477 sec): 3 clusters Score: Raw -746949.868213 + Penalty 1711.911113 = -745237.957100 nChanged 33 SP:Iteration 56Q (299.504038 sec): 3 clusters Score: Raw -746954.934454 + Penalty 1711.911113 = -745243.023341 nChanged 27 SP:Iteration 57Q (299.575962 sec): 3 clusters Score: Raw -746959.727428 + Penalty 1711.911113 = -745247.816315 nChanged 28 SP:Iteration 58Q (299.633352 sec): 3 clusters Score: Raw -746965.622475 + Penalty 1711.911113 = -745253.711362 nChanged 27 SP:Iteration 59Q (299.687100 sec): 3 clusters Score: Raw -746970.286702 + Penalty 1711.911113 = -745258.375589 nChanged 33 SP:Iteration 60F (299.742092 sec): 3 clusters Score: Raw -746978.442486 + Penalty 1711.911113 = -745266.531373 nChanged 34 SP:Iteration 61Q (299.801551 sec): 3 clusters Score: Raw -746986.544216 + Penalty 1711.911113 = -745274.633103 nChanged 29 SP:Iteration 62Q (299.859844 sec): 3 clusters Score: Raw -746992.898256 + Penalty 1711.911113 = -745280.987143 nChanged 29 SP:Iteration 63Q (299.915505 sec): 3 clusters Score: Raw -746999.875910 + Penalty 1711.911113 = -745287.964797 nChanged 28 SP:Iteration 64Q (299.980757 sec): 3 clusters Score: Raw -747006.385455 + Penalty 1711.911113 = -745294.474342 nChanged 26 SP:Iteration 65Q (300.037067 sec): 3 clusters Score: Raw -747015.892626 + Penalty 1711.911113 = -745303.981513 nChanged 33 SP:Iteration 66Q (300.092807 sec): 3 clusters Score: Raw -747026.164422 + Penalty 1711.911113 = -745314.253309 nChanged 35 SP:Iteration 67Q (300.149275 sec): 3 clusters Score: Raw -747032.946759 + Penalty 1711.911113 = -745321.035646 nChanged 28 SP:Iteration 68Q (300.198479 sec): 3 clusters Score: Raw -747037.553202 + Penalty 1711.911113 = -745325.642089 nChanged 26 SP:Iteration 69Q (300.259413 sec): 3 clusters Score: Raw -747043.466677 + Penalty 1711.911113 = -745331.555564 nChanged 28 SP:Iteration 70Q (300.313716 sec): 3 clusters Score: Raw -747048.976904 + Penalty 1711.911113 = -745337.065791 nChanged 30 SP:Iteration 71Q (300.373604 sec): 3 clusters Score: Raw -747055.315593 + Penalty 1711.911113 = -745343.404480 nChanged 33 SP:Iteration 72Q (300.421361 sec): 3 clusters Score: Raw -747061.050002 + Penalty 1711.911113 = -745349.138889 nChanged 27 SP:Iteration 73Q (300.481100 sec): 3 clusters Score: Raw -747066.709141 + Penalty 1711.911113 = -745354.798028 nChanged 31 SP:Iteration 74Q (300.541032 sec): 3 clusters Score: Raw -747072.589721 + Penalty 1711.911113 = -745360.678608 nChanged 30 SP:Iteration 75Q (300.597651 sec): 3 clusters Score: Raw -747077.964062 + Penalty 1711.911113 = -745366.052949 nChanged 34 SP:Iteration 76Q (300.666146 sec): 3 clusters Score: Raw -747083.388345 + Penalty 1711.911113 = -745371.477232 nChanged 27 SP:Iteration 77Q (300.722102 sec): 3 clusters Score: Raw -747089.022231 + Penalty 1711.911113 = -745377.111118 nChanged 28 SP:Iteration 78Q (300.770710 sec): 3 clusters Score: Raw -747095.857604 + Penalty 1711.911113 = -745383.946491 nChanged 25 SP:Iteration 79Q (300.838960 sec): 3 clusters Score: Raw -747102.298703 + Penalty 1711.911113 = -745390.387590 nChanged 22 SP:Iteration 80F (300.893532 sec): 3 clusters Score: Raw -747105.624551 + Penalty 1711.911113 = -745393.713438 nChanged 17 SP:Iteration 81Q (300.952627 sec): 3 clusters Score: Raw -747108.519576 + Penalty 1711.911113 = -745396.608463 nChanged 20 SP:Iteration 82Q (301.002730 sec): 3 clusters Score: Raw -747111.572405 + Penalty 1711.911113 = -745399.661292 nChanged 16 SP:Iteration 83Q (301.064213 sec): 3 clusters Score: Raw -747114.613006 + Penalty 1711.911113 = -745402.701892 nChanged 21 SP:Iteration 84Q (301.128906 sec): 3 clusters Score: Raw -747119.436883 + Penalty 1711.911113 = -745407.525770 nChanged 25 SP:Iteration 85Q (301.184049 sec): 3 clusters Score: Raw -747124.631287 + Penalty 1711.911113 = -745412.720174 nChanged 27 SP:Iteration 86Q (301.232375 sec): 3 clusters Score: Raw -747129.355069 + Penalty 1711.911113 = -745417.443956 nChanged 28 SP:Iteration 87Q (301.291698 sec): 3 clusters Score: Raw -747135.280144 + Penalty 1711.911113 = -745423.369031 nChanged 19 SP:Iteration 88Q (301.360809 sec): 3 clusters Score: Raw -747138.943199 + Penalty 1711.911113 = -745427.032086 nChanged 16 SP:Iteration 89Q (301.420833 sec): 3 clusters Score: Raw -747142.248740 + Penalty 1711.911113 = -745430.337627 nChanged 24 SP:Iteration 90Q (301.478252 sec): 3 clusters Score: Raw -747148.088175 + Penalty 1711.911113 = -745436.177062 nChanged 23 SP:Iteration 91Q (301.532640 sec): 3 clusters Score: Raw -747152.938992 + Penalty 1711.911113 = -745441.027879 nChanged 16 SP:Iteration 92Q (301.591065 sec): 3 clusters Score: Raw -747155.874772 + Penalty 1711.911113 = -745443.963659 nChanged 15 SP:Iteration 93Q (301.649910 sec): 3 clusters Score: Raw -747159.305368 + Penalty 1711.911113 = -745447.394254 nChanged 14 SP:Iteration 94Q (301.711645 sec): 3 clusters Score: Raw -747161.811994 + Penalty 1711.911113 = -745449.900881 nChanged 11 SP:Iteration 95Q (301.765413 sec): 3 clusters Score: Raw -747163.751718 + Penalty 1711.911113 = -745451.840605 nChanged 11 SP:Iteration 96Q (301.815823 sec): 3 clusters Score: Raw -747166.169068 + Penalty 1711.911113 = -745454.257955 nChanged 9 SP:Iteration 97Q (301.881924 sec): 3 clusters Score: Raw -747167.873149 + Penalty 1711.911113 = -745455.962036 nChanged 4 SP:Iteration 98Q (301.928218 sec): 3 clusters Score: Raw -747168.116453 + Penalty 1711.911113 = -745456.205340 nChanged 0 SP:Iteration 99F (301.986338 sec): 3 clusters Score: Raw -747168.116453 + Penalty 1711.911113 = -745456.205340 nChanged 0 Trying to split cluster 15 (4234 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (302.021943 sec): 2 clusters Score: Raw -387591.317531 + Penalty 793.335733 = -386797.981798 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (302.075409 sec): 3 clusters Score: Raw -385284.641748 + Penalty 1586.671466 = -383697.970283 nChanged 1773 SP:Iteration 1F (302.131568 sec): 3 clusters Score: Raw -386360.066497 + Penalty 1586.671466 = -384773.395031 nChanged 381 SP:Iteration 2F (302.178994 sec): 3 clusters Score: Raw -386663.737041 + Penalty 1586.671466 = -385077.065575 nChanged 329 SP:Iteration 3F (302.244449 sec): 3 clusters Score: Raw -386936.671976 + Penalty 1586.671466 = -385350.000510 nChanged 283 SP:Iteration 4F (302.291494 sec): 3 clusters Score: Raw -387141.674558 + Penalty 1586.671466 = -385555.003092 nChanged 245 SP:Iteration 5F (302.351147 sec): 3 clusters Score: Raw -387296.252657 + Penalty 1586.671466 = -385709.581191 nChanged 175 SP:Iteration 6Q (302.392848 sec): 3 clusters Score: Raw -387378.144748 + Penalty 1586.671466 = -385791.473282 nChanged 117 SP:Iteration 7Q (302.445633 sec): 3 clusters Score: Raw -387420.909475 + Penalty 1586.671466 = -385834.238009 nChanged 83 SP:Iteration 8Q (302.492199 sec): 3 clusters Score: Raw -387450.885337 + Penalty 1586.671466 = -385864.213871 nChanged 68 SP:Iteration 9Q (302.540325 sec): 3 clusters Score: Raw -387476.737551 + Penalty 1586.671466 = -385890.066085 nChanged 53 SP:Iteration 10Q (302.600326 sec): 3 clusters Score: Raw -387492.362296 + Penalty 1586.671466 = -385905.690830 nChanged 33 SP:Iteration 11Q (302.638903 sec): 3 clusters Score: Raw -387501.856277 + Penalty 1586.671466 = -385915.184811 nChanged 37 SP:Iteration 12Q (302.693858 sec): 3 clusters Score: Raw -387512.345701 + Penalty 1586.671466 = -385925.674235 nChanged 38 SP:Iteration 13Q (302.757552 sec): 3 clusters Score: Raw -387523.444816 + Penalty 1586.671466 = -385936.773350 nChanged 29 SP:Iteration 14Q (302.795360 sec): 3 clusters Score: Raw -387533.244605 + Penalty 1586.671466 = -385946.573139 nChanged 37 SP:Iteration 15Q (302.857257 sec): 3 clusters Score: Raw -387544.598122 + Penalty 1586.671466 = -385957.926656 nChanged 41 SP:Iteration 16Q (302.897129 sec): 3 clusters Score: Raw -387561.651833 + Penalty 1586.671466 = -385974.980367 nChanged 46 SP:Iteration 17Q (302.948733 sec): 3 clusters Score: Raw -387577.953426 + Penalty 1586.671466 = -385991.281960 nChanged 36 SP:Iteration 18Q (303.007127 sec): 3 clusters Score: Raw -387589.513920 + Penalty 1586.671466 = -386002.842454 nChanged 45 SP:Iteration 19Q (303.068835 sec): 3 clusters Score: Raw -387605.030057 + Penalty 1586.671466 = -386018.358591 nChanged 30 SP:Iteration 20F (303.112116 sec): 3 clusters Score: Raw -387613.813758 + Penalty 1586.671466 = -386027.142292 nChanged 32 SP:Iteration 21Q (303.177601 sec): 3 clusters Score: Raw -387624.796765 + Penalty 1586.671466 = -386038.125299 nChanged 28 SP:Iteration 22Q (303.234499 sec): 3 clusters Score: Raw -387654.363671 + Penalty 1586.671466 = -386067.692206 nChanged 44 SP:Iteration 23Q (303.277814 sec): 3 clusters Score: Raw -387672.810384 + Penalty 1586.671466 = -386086.138918 nChanged 35 SP:Iteration 24Q (303.334868 sec): 3 clusters Score: Raw -387688.150631 + Penalty 1586.671466 = -386101.479166 nChanged 36 SP:Iteration 25Q (303.389331 sec): 3 clusters Score: Raw -387703.953884 + Penalty 1586.671466 = -386117.282418 nChanged 36 SP:Iteration 26Q (303.445020 sec): 3 clusters Score: Raw -387720.667588 + Penalty 1586.671466 = -386133.996122 nChanged 36 SP:Iteration 27Q (303.490197 sec): 3 clusters Score: Raw -387736.242864 + Penalty 1586.671466 = -386149.571399 nChanged 30 SP:Iteration 28Q (303.541247 sec): 3 clusters Score: Raw -387752.262133 + Penalty 1586.671466 = -386165.590667 nChanged 27 SP:Iteration 29Q (303.589454 sec): 3 clusters Score: Raw -387768.125256 + Penalty 1586.671466 = -386181.453790 nChanged 22 SP:Iteration 30Q (303.647018 sec): 3 clusters Score: Raw -387777.225493 + Penalty 1586.671466 = -386190.554027 nChanged 20 SP:Iteration 31Q (303.692808 sec): 3 clusters Score: Raw -387784.834309 + Penalty 1586.671466 = -386198.162844 nChanged 19 SP:Iteration 32Q (303.750061 sec): 3 clusters Score: Raw -387794.018356 + Penalty 1586.671466 = -386207.346891 nChanged 23 SP:Iteration 33Q (303.803231 sec): 3 clusters Score: Raw -387804.529612 + Penalty 1586.671466 = -386217.858147 nChanged 9 SP:Iteration 34Q (303.856268 sec): 3 clusters Score: Raw -387806.847214 + Penalty 1586.671466 = -386220.175748 nChanged 7 SP:Iteration 35Q (303.909717 sec): 3 clusters Score: Raw -387810.326232 + Penalty 1586.671466 = -386223.654766 nChanged 6 SP:Iteration 36Q (303.952413 sec): 3 clusters Score: Raw -387812.794981 + Penalty 1586.671466 = -386226.123515 nChanged 9 SP:Iteration 37Q (304.015774 sec): 3 clusters Score: Raw -387816.505276 + Penalty 1586.671466 = -386229.833810 nChanged 6 SP:Iteration 38Q (304.067824 sec): 3 clusters Score: Raw -387817.930367 + Penalty 1586.671466 = -386231.258901 nChanged 3 SP:Iteration 39Q (304.107735 sec): 3 clusters Score: Raw -387818.880030 + Penalty 1586.671466 = -386232.208565 nChanged 4 SP:Iteration 40F (304.167572 sec): 3 clusters Score: Raw -387819.668421 + Penalty 1586.671466 = -386232.996955 nChanged 4 SP:Iteration 41Q (304.225532 sec): 3 clusters Score: Raw -387821.225491 + Penalty 1586.671466 = -386234.554026 nChanged 2 SP:Iteration 42Q (304.270249 sec): 3 clusters Score: Raw -387821.587182 + Penalty 1586.671466 = -386234.915716 nChanged 1 SP:Iteration 43Q (304.323940 sec): 3 clusters Score: Raw -387821.726493 + Penalty 1586.671466 = -386235.055027 nChanged 2 SP:Iteration 44Q (304.387250 sec): 3 clusters Score: Raw -387821.973247 + Penalty 1586.671466 = -386235.301781 nChanged 1 SP:Iteration 45Q (304.431517 sec): 3 clusters Score: Raw -387822.282761 + Penalty 1586.671466 = -386235.611295 nChanged 0 SP:Iteration 46F (304.490228 sec): 3 clusters Score: Raw -387822.282761 + Penalty 1586.671466 = -386235.611295 nChanged 0 Trying to split cluster 16 (10696 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (304.528745 sec): 2 clusters Score: Raw -971071.254508 + Penalty 881.374386 = -970189.880122 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (304.581929 sec): 3 clusters Score: Raw -964683.874872 + Penalty 1762.748773 = -962921.126099 nChanged 4810 SP:Iteration 1F (304.650121 sec): 3 clusters Score: Raw -967357.869129 + Penalty 1762.748773 = -965595.120357 nChanged 763 SP:Iteration 2F (304.717219 sec): 3 clusters Score: Raw -967849.485272 + Penalty 1762.748773 = -966086.736499 nChanged 768 SP:Iteration 3F (304.778876 sec): 3 clusters Score: Raw -968424.302892 + Penalty 1762.748773 = -966661.554119 nChanged 766 SP:Iteration 4F (304.839012 sec): 3 clusters Score: Raw -969030.232530 + Penalty 1762.748773 = -967267.483758 nChanged 692 SP:Iteration 5F (304.897056 sec): 3 clusters Score: Raw -969596.176939 + Penalty 1762.748773 = -967833.428166 nChanged 544 SP:Iteration 6F (304.955519 sec): 3 clusters Score: Raw -969948.041003 + Penalty 1762.748773 = -968185.292230 nChanged 445 SP:Iteration 7Q (305.015351 sec): 3 clusters Score: Raw -970190.402286 + Penalty 1762.748773 = -968427.653514 nChanged 333 SP:Iteration 8Q (305.079834 sec): 3 clusters Score: Raw -970338.975672 + Penalty 1762.748773 = -968576.226899 nChanged 255 SP:Iteration 9Q (305.132588 sec): 3 clusters Score: Raw -970439.005309 + Penalty 1762.748773 = -968676.256537 nChanged 202 SP:Iteration 10Q (305.190415 sec): 3 clusters Score: Raw -970498.018834 + Penalty 1762.748773 = -968735.270061 nChanged 162 SP:Iteration 11Q (305.247165 sec): 3 clusters Score: Raw -970545.235787 + Penalty 1762.748773 = -968782.487014 nChanged 153 SP:Iteration 12Q (305.297174 sec): 3 clusters Score: Raw -970580.089917 + Penalty 1762.748773 = -968817.341145 nChanged 113 SP:Iteration 13Q (305.352407 sec): 3 clusters Score: Raw -970603.859353 + Penalty 1762.748773 = -968841.110580 nChanged 100 SP:Iteration 14Q (305.412518 sec): 3 clusters Score: Raw -970621.425558 + Penalty 1762.748773 = -968858.676785 nChanged 76 SP:Iteration 15Q (305.483337 sec): 3 clusters Score: Raw -970633.423715 + Penalty 1762.748773 = -968870.674943 nChanged 75 SP:Iteration 16Q (305.532317 sec): 3 clusters Score: Raw -970646.801132 + Penalty 1762.748773 = -968884.052360 nChanged 95 SP:Iteration 17Q (305.588466 sec): 3 clusters Score: Raw -970670.910234 + Penalty 1762.748773 = -968908.161461 nChanged 110 SP:Iteration 18Q (305.641348 sec): 3 clusters Score: Raw -970698.597579 + Penalty 1762.748773 = -968935.848806 nChanged 111 SP:Iteration 19Q (305.698474 sec): 3 clusters Score: Raw -970727.010687 + Penalty 1762.748773 = -968964.261915 nChanged 119 SP:Iteration 20F (305.753630 sec): 3 clusters Score: Raw -970759.846221 + Penalty 1762.748773 = -968997.097448 nChanged 127 SP:Iteration 21Q (305.820089 sec): 3 clusters Score: Raw -970796.752815 + Penalty 1762.748773 = -969034.004043 nChanged 136 SP:Iteration 22Q (305.875352 sec): 3 clusters Score: Raw -970837.633727 + Penalty 1762.748773 = -969074.884955 nChanged 147 SP:Iteration 23Q (305.927082 sec): 3 clusters Score: Raw -970896.530103 + Penalty 1762.748773 = -969133.781330 nChanged 174 SP:Iteration 24Q (305.994115 sec): 3 clusters Score: Raw -970972.814351 + Penalty 1762.748773 = -969210.065579 nChanged 171 SP:Iteration 25Q (306.045160 sec): 3 clusters Score: Raw -971067.242290 + Penalty 1762.748773 = -969304.493517 nChanged 183 SP:Iteration 26Q (306.112968 sec): 3 clusters Score: Raw -971204.571416 + Penalty 1762.748773 = -969441.822644 nChanged 175 SP:Iteration 27Q (306.160139 sec): 3 clusters Score: Raw -971352.961568 + Penalty 1762.748773 = -969590.212795 nChanged 158 SP:Iteration 28Q (306.215912 sec): 3 clusters Score: Raw -971487.392158 + Penalty 1762.748773 = -969724.643385 nChanged 131 SP:Iteration 29Q (306.276447 sec): 3 clusters Score: Raw -971553.820122 + Penalty 1762.748773 = -969791.071349 nChanged 98 SP:Iteration 30Q (306.338510 sec): 3 clusters Score: Raw -971592.146939 + Penalty 1762.748773 = -969829.398167 nChanged 63 SP:Iteration 31Q (306.390642 sec): 3 clusters Score: Raw -971614.088286 + Penalty 1762.748773 = -969851.339514 nChanged 38 SP:Iteration 32Q (306.450594 sec): 3 clusters Score: Raw -971622.390404 + Penalty 1762.748773 = -969859.641631 nChanged 25 SP:Iteration 33Q (306.501013 sec): 3 clusters Score: Raw -971627.232606 + Penalty 1762.748773 = -969864.483833 nChanged 21 SP:Iteration 34Q (306.563109 sec): 3 clusters Score: Raw -971631.634914 + Penalty 1762.748773 = -969868.886142 nChanged 16 SP:Iteration 35Q (306.616887 sec): 3 clusters Score: Raw -971634.796339 + Penalty 1762.748773 = -969872.047567 nChanged 13 SP:Iteration 36Q (306.669720 sec): 3 clusters Score: Raw -971637.246887 + Penalty 1762.748773 = -969874.498115 nChanged 8 SP:Iteration 37Q (306.715599 sec): 3 clusters Score: Raw -971638.357063 + Penalty 1762.748773 = -969875.608291 nChanged 12 SP:Iteration 38Q (306.778576 sec): 3 clusters Score: Raw -971640.254141 + Penalty 1762.748773 = -969877.505368 nChanged 7 SP:Iteration 39Q (306.832787 sec): 3 clusters Score: Raw -971641.067821 + Penalty 1762.748773 = -969878.319049 nChanged 3 SP:Iteration 40F (306.894987 sec): 3 clusters Score: Raw -971641.528309 + Penalty 1762.748773 = -969878.779536 nChanged 4 SP:Iteration 41Q (306.945399 sec): 3 clusters Score: Raw -971642.061039 + Penalty 1762.748773 = -969879.312266 nChanged 5 SP:Iteration 42Q (307.005607 sec): 3 clusters Score: Raw -971642.727826 + Penalty 1762.748773 = -969879.979054 nChanged 8 SP:Iteration 43Q (307.064915 sec): 3 clusters Score: Raw -971643.536047 + Penalty 1762.748773 = -969880.787274 nChanged 5 SP:Iteration 44Q (307.114040 sec): 3 clusters Score: Raw -971644.472067 + Penalty 1762.748773 = -969881.723294 nChanged 6 SP:Iteration 45Q (307.177487 sec): 3 clusters Score: Raw -971645.306049 + Penalty 1762.748773 = -969882.557276 nChanged 5 SP:Iteration 46Q (307.238181 sec): 3 clusters Score: Raw -971645.751230 + Penalty 1762.748773 = -969883.002457 nChanged 3 SP:Iteration 47Q (307.299252 sec): 3 clusters Score: Raw -971646.113106 + Penalty 1762.748773 = -969883.364333 nChanged 4 SP:Iteration 48Q (307.343110 sec): 3 clusters Score: Raw -971646.781189 + Penalty 1762.748773 = -969884.032416 nChanged 4 SP:Iteration 49Q (307.408614 sec): 3 clusters Score: Raw -971647.326660 + Penalty 1762.748773 = -969884.577887 nChanged 6 SP:Iteration 50Q (307.463631 sec): 3 clusters Score: Raw -971648.252309 + Penalty 1762.748773 = -969885.503537 nChanged 7 SP:Iteration 51Q (307.518458 sec): 3 clusters Score: Raw -971649.134065 + Penalty 1762.748773 = -969886.385293 nChanged 6 SP:Iteration 52Q (307.568442 sec): 3 clusters Score: Raw -971649.681200 + Penalty 1762.748773 = -969886.932427 nChanged 3 SP:Iteration 53Q (307.626264 sec): 3 clusters Score: Raw -971650.060636 + Penalty 1762.748773 = -969887.311863 nChanged 1 SP:Iteration 54Q (307.686844 sec): 3 clusters Score: Raw -971650.168189 + Penalty 1762.748773 = -969887.419417 nChanged 0 SP:Iteration 55F (307.733079 sec): 3 clusters Score: Raw -971650.168189 + Penalty 1762.748773 = -969887.419417 nChanged 0 Trying to split cluster 17 (45939 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (307.815938 sec): 2 clusters Score: Raw -4187621.368616 + Penalty 1019.831622 = -4186601.536994 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (307.912953 sec): 3 clusters Score: Raw -4157958.142819 + Penalty 2039.663245 = -4155918.479575 nChanged 21928 SP:Iteration 1F (308.015468 sec): 3 clusters Score: Raw -4171134.517331 + Penalty 2039.663245 = -4169094.854086 nChanged 2096 SP:Iteration 2Q (308.130633 sec): 3 clusters Score: Raw -4171902.707899 + Penalty 2039.663245 = -4169863.044654 nChanged 2163 SP:Iteration 3Q (308.235409 sec): 3 clusters Score: Raw -4172798.368997 + Penalty 2039.663245 = -4170758.705753 nChanged 2281 SP:Iteration 4Q (308.351608 sec): 3 clusters Score: Raw -4173900.826819 + Penalty 2039.663245 = -4171861.163574 nChanged 2531 SP:Iteration 5F (308.455125 sec): 3 clusters Score: Raw -4175374.869637 + Penalty 2039.663245 = -4173335.206392 nChanged 2717 SP:Iteration 6F (308.558309 sec): 3 clusters Score: Raw -4177329.259243 + Penalty 2039.663245 = -4175289.595998 nChanged 2679 SP:Iteration 7F (308.660887 sec): 3 clusters Score: Raw -4179283.258260 + Penalty 2039.663245 = -4177243.595016 nChanged 2292 SP:Iteration 8Q (308.775331 sec): 3 clusters Score: Raw -4180500.185202 + Penalty 2039.663245 = -4178460.521958 nChanged 1592 SP:Iteration 9Q (308.872687 sec): 3 clusters Score: Raw -4181079.014540 + Penalty 2039.663245 = -4179039.351295 nChanged 1028 SP:Iteration 10Q (308.980564 sec): 3 clusters Score: Raw -4181380.936538 + Penalty 2039.663245 = -4179341.273293 nChanged 724 SP:Iteration 11Q (309.074017 sec): 3 clusters Score: Raw -4181592.031765 + Penalty 2039.663245 = -4179552.368521 nChanged 651 SP:Iteration 12Q (309.188980 sec): 3 clusters Score: Raw -4181784.844273 + Penalty 2039.663245 = -4179745.181028 nChanged 661 SP:Iteration 13Q (309.294267 sec): 3 clusters Score: Raw -4181994.642558 + Penalty 2039.663245 = -4179954.979314 nChanged 662 SP:Iteration 14Q (309.395177 sec): 3 clusters Score: Raw -4182223.358889 + Penalty 2039.663245 = -4180183.695644 nChanged 706 SP:Iteration 15Q (309.495151 sec): 3 clusters Score: Raw -4182486.349082 + Penalty 2039.663245 = -4180446.685837 nChanged 724 SP:Iteration 16Q (309.592743 sec): 3 clusters Score: Raw -4182760.467420 + Penalty 2039.663245 = -4180720.804176 nChanged 748 SP:Iteration 17Q (309.695149 sec): 3 clusters Score: Raw -4183071.392906 + Penalty 2039.663245 = -4181031.729661 nChanged 781 SP:Iteration 18Q (309.792125 sec): 3 clusters Score: Raw -4183413.376064 + Penalty 2039.663245 = -4181373.712819 nChanged 763 SP:Iteration 19Q (309.889296 sec): 3 clusters Score: Raw -4183745.801838 + Penalty 2039.663245 = -4181706.138593 nChanged 774 SP:Iteration 20F (309.998386 sec): 3 clusters Score: Raw -4184075.695958 + Penalty 2039.663245 = -4182036.032713 nChanged 786 SP:Iteration 21Q (310.097702 sec): 3 clusters Score: Raw -4184419.594942 + Penalty 2039.663245 = -4182379.931697 nChanged 757 SP:Iteration 22Q (310.182933 sec): 3 clusters Score: Raw -4184771.374281 + Penalty 2039.663245 = -4182731.711036 nChanged 702 SP:Iteration 23Q (310.291136 sec): 3 clusters Score: Raw -4185088.493978 + Penalty 2039.663245 = -4183048.830733 nChanged 696 SP:Iteration 24Q (310.389273 sec): 3 clusters Score: Raw -4185383.459668 + Penalty 2039.663245 = -4183343.796423 nChanged 624 SP:Iteration 25Q (310.489557 sec): 3 clusters Score: Raw -4185643.612550 + Penalty 2039.663245 = -4183603.949305 nChanged 613 SP:Iteration 26Q (310.576134 sec): 3 clusters Score: Raw -4185906.456390 + Penalty 2039.663245 = -4183866.793146 nChanged 583 SP:Iteration 27Q (310.680481 sec): 3 clusters Score: Raw -4186147.818490 + Penalty 2039.663245 = -4184108.155245 nChanged 561 SP:Iteration 28Q (310.774431 sec): 3 clusters Score: Raw -4186373.109249 + Penalty 2039.663245 = -4184333.446005 nChanged 564 SP:Iteration 29Q (310.874491 sec): 3 clusters Score: Raw -4186600.200155 + Penalty 2039.663245 = -4184560.536911 nChanged 500 SP:Iteration 30Q (310.979155 sec): 3 clusters Score: Raw -4186790.020818 + Penalty 2039.663245 = -4184750.357574 nChanged 467 SP:Iteration 31Q (311.079122 sec): 3 clusters Score: Raw -4186963.696271 + Penalty 2039.663245 = -4184924.033026 nChanged 401 SP:Iteration 32Q (311.171950 sec): 3 clusters Score: Raw -4187110.031943 + Penalty 2039.663245 = -4185070.368698 nChanged 348 SP:Iteration 33Q (311.260852 sec): 3 clusters Score: Raw -4187223.669479 + Penalty 2039.663245 = -4185184.006234 nChanged 292 SP:Iteration 34Q (311.367960 sec): 3 clusters Score: Raw -4187310.313185 + Penalty 2039.663245 = -4185270.649940 nChanged 250 SP:Iteration 35Q (311.465161 sec): 3 clusters Score: Raw -4187384.811976 + Penalty 2039.663245 = -4185345.148731 nChanged 246 SP:Iteration 36Q (311.556088 sec): 3 clusters Score: Raw -4187456.893192 + Penalty 2039.663245 = -4185417.229947 nChanged 208 SP:Iteration 37Q (311.663117 sec): 3 clusters Score: Raw -4187510.154528 + Penalty 2039.663245 = -4185470.491283 nChanged 191 SP:Iteration 38Q (311.762802 sec): 3 clusters Score: Raw -4187560.850976 + Penalty 2039.663245 = -4185521.187732 nChanged 168 SP:Iteration 39Q (311.853663 sec): 3 clusters Score: Raw -4187604.338148 + Penalty 2039.663245 = -4185564.674904 nChanged 143 SP:Iteration 40F (311.962111 sec): 3 clusters Score: Raw -4187639.393618 + Penalty 2039.663245 = -4185599.730374 nChanged 124 SP:Iteration 41Q (312.052645 sec): 3 clusters Score: Raw -4187671.528085 + Penalty 2039.663245 = -4185631.864841 nChanged 121 SP:Iteration 42Q (312.153234 sec): 3 clusters Score: Raw -4187703.429892 + Penalty 2039.663245 = -4185663.766647 nChanged 102 SP:Iteration 43Q (312.246427 sec): 3 clusters Score: Raw -4187730.169137 + Penalty 2039.663245 = -4185690.505892 nChanged 95 SP:Iteration 44Q (312.341560 sec): 3 clusters Score: Raw -4187754.310368 + Penalty 2039.663245 = -4185714.647123 nChanged 85 SP:Iteration 45Q (312.437866 sec): 3 clusters Score: Raw -4187775.930814 + Penalty 2039.663245 = -4185736.267569 nChanged 82 SP:Iteration 46Q (312.528999 sec): 3 clusters Score: Raw -4187799.403879 + Penalty 2039.663245 = -4185759.740634 nChanged 71 SP:Iteration 47Q (312.624281 sec): 3 clusters Score: Raw -4187817.571775 + Penalty 2039.663245 = -4185777.908530 nChanged 72 SP:Iteration 48Q (312.713214 sec): 3 clusters Score: Raw -4187840.620729 + Penalty 2039.663245 = -4185800.957484 nChanged 60 SP:Iteration 49Q (312.799082 sec): 3 clusters Score: Raw -4187859.500723 + Penalty 2039.663245 = -4185819.837478 nChanged 52 SP:Iteration 50Q (312.899630 sec): 3 clusters Score: Raw -4187871.696914 + Penalty 2039.663245 = -4185832.033669 nChanged 32 SP:Iteration 51Q (312.994835 sec): 3 clusters Score: Raw -4187877.594174 + Penalty 2039.663245 = -4185837.930929 nChanged 22 SP:Iteration 52Q (313.084421 sec): 3 clusters Score: Raw -4187883.119407 + Penalty 2039.663245 = -4185843.456163 nChanged 30 SP:Iteration 53Q (313.181393 sec): 3 clusters Score: Raw -4187890.197720 + Penalty 2039.663245 = -4185850.534475 nChanged 27 SP:Iteration 54Q (313.267771 sec): 3 clusters Score: Raw -4187896.930556 + Penalty 2039.663245 = -4185857.267312 nChanged 24 SP:Iteration 55Q (313.365337 sec): 3 clusters Score: Raw -4187902.760015 + Penalty 2039.663245 = -4185863.096771 nChanged 20 SP:Iteration 56Q (313.460528 sec): 3 clusters Score: Raw -4187907.245706 + Penalty 2039.663245 = -4185867.582462 nChanged 19 SP:Iteration 57Q (313.541547 sec): 3 clusters Score: Raw -4187913.565559 + Penalty 2039.663245 = -4185873.902314 nChanged 23 SP:Iteration 58Q (313.642897 sec): 3 clusters Score: Raw -4187919.174578 + Penalty 2039.663245 = -4185879.511333 nChanged 16 SP:Iteration 59Q (313.735072 sec): 3 clusters Score: Raw -4187923.528209 + Penalty 2039.663245 = -4185883.864964 nChanged 21 SP:Iteration 60F (313.833530 sec): 3 clusters Score: Raw -4187930.246503 + Penalty 2039.663245 = -4185890.583258 nChanged 24 SP:Iteration 61Q (313.929668 sec): 3 clusters Score: Raw -4187935.995744 + Penalty 2039.663245 = -4185896.332500 nChanged 13 SP:Iteration 62Q (314.021425 sec): 3 clusters Score: Raw -4187940.296768 + Penalty 2039.663245 = -4185900.633523 nChanged 21 SP:Iteration 63Q (314.106466 sec): 3 clusters Score: Raw -4187945.507768 + Penalty 2039.663245 = -4185905.844524 nChanged 23 SP:Iteration 64Q (314.211548 sec): 3 clusters Score: Raw -4187952.955371 + Penalty 2039.663245 = -4185913.292126 nChanged 29 SP:Iteration 65Q (314.306830 sec): 3 clusters Score: Raw -4187962.411463 + Penalty 2039.663245 = -4185922.748219 nChanged 24 SP:Iteration 66Q (314.398747 sec): 3 clusters Score: Raw -4187970.891888 + Penalty 2039.663245 = -4185931.228644 nChanged 24 SP:Iteration 67Q (314.488183 sec): 3 clusters Score: Raw -4187983.500075 + Penalty 2039.663245 = -4185943.836830 nChanged 25 SP:Iteration 68Q (314.577959 sec): 3 clusters Score: Raw -4187995.360049 + Penalty 2039.663245 = -4185955.696804 nChanged 22 SP:Iteration 69Q (314.669070 sec): 3 clusters Score: Raw -4188001.270974 + Penalty 2039.663245 = -4185961.607729 nChanged 18 SP:Iteration 70Q (314.759082 sec): 3 clusters Score: Raw -4188006.501274 + Penalty 2039.663245 = -4185966.838030 nChanged 20 SP:Iteration 71Q (314.849612 sec): 3 clusters Score: Raw -4188013.767872 + Penalty 2039.663245 = -4185974.104627 nChanged 16 SP:Iteration 72Q (314.936263 sec): 3 clusters Score: Raw -4188018.010398 + Penalty 2039.663245 = -4185978.347154 nChanged 15 SP:Iteration 73Q (315.019388 sec): 3 clusters Score: Raw -4188020.954278 + Penalty 2039.663245 = -4185981.291033 nChanged 9 SP:Iteration 74Q (315.121499 sec): 3 clusters Score: Raw -4188023.203392 + Penalty 2039.663245 = -4185983.540147 nChanged 9 SP:Iteration 75Q (315.211139 sec): 3 clusters Score: Raw -4188025.547307 + Penalty 2039.663245 = -4185985.884062 nChanged 10 SP:Iteration 76Q (315.312114 sec): 3 clusters Score: Raw -4188028.232146 + Penalty 2039.663245 = -4185988.568902 nChanged 11 SP:Iteration 77Q (315.392603 sec): 3 clusters Score: Raw -4188033.681994 + Penalty 2039.663245 = -4185994.018750 nChanged 15 SP:Iteration 78Q (315.491578 sec): 3 clusters Score: Raw -4188037.586330 + Penalty 2039.663245 = -4185997.923086 nChanged 10 SP:Iteration 79Q (315.586361 sec): 3 clusters Score: Raw -4188041.173555 + Penalty 2039.663245 = -4186001.510311 nChanged 19 SP:Iteration 80F (315.690539 sec): 3 clusters Score: Raw -4188048.575185 + Penalty 2039.663245 = -4186008.911941 nChanged 12 SP:Iteration 81Q (315.786935 sec): 3 clusters Score: Raw -4188050.957771 + Penalty 2039.663245 = -4186011.294526 nChanged 9 SP:Iteration 82Q (315.880204 sec): 3 clusters Score: Raw -4188053.597528 + Penalty 2039.663245 = -4186013.934283 nChanged 11 SP:Iteration 83Q (315.976927 sec): 3 clusters Score: Raw -4188056.254727 + Penalty 2039.663245 = -4186016.591483 nChanged 7 SP:Iteration 84Q (316.070039 sec): 3 clusters Score: Raw -4188058.126242 + Penalty 2039.663245 = -4186018.462997 nChanged 5 SP:Iteration 85Q (316.160854 sec): 3 clusters Score: Raw -4188059.420464 + Penalty 2039.663245 = -4186019.757219 nChanged 6 SP:Iteration 86Q (316.246519 sec): 3 clusters Score: Raw -4188061.351002 + Penalty 2039.663245 = -4186021.687758 nChanged 7 SP:Iteration 87Q (316.342775 sec): 3 clusters Score: Raw -4188063.345718 + Penalty 2039.663245 = -4186023.682473 nChanged 8 SP:Iteration 88Q (316.436591 sec): 3 clusters Score: Raw -4188064.733499 + Penalty 2039.663245 = -4186025.070254 nChanged 6 SP:Iteration 89Q (316.522881 sec): 3 clusters Score: Raw -4188067.138989 + Penalty 2039.663245 = -4186027.475744 nChanged 5 SP:Iteration 90Q (316.618071 sec): 3 clusters Score: Raw -4188068.620324 + Penalty 2039.663245 = -4186028.957079 nChanged 8 SP:Iteration 91Q (316.698521 sec): 3 clusters Score: Raw -4188070.369217 + Penalty 2039.663245 = -4186030.705972 nChanged 3 SP:Iteration 92Q (316.798228 sec): 3 clusters Score: Raw -4188070.962982 + Penalty 2039.663245 = -4186031.299737 nChanged 2 SP:Iteration 93Q (316.890395 sec): 3 clusters Score: Raw -4188071.662146 + Penalty 2039.663245 = -4186031.998902 nChanged 3 SP:Iteration 94Q (316.978950 sec): 3 clusters Score: Raw -4188072.273152 + Penalty 2039.663245 = -4186032.609908 nChanged 1 SP:Iteration 95Q (317.065588 sec): 3 clusters Score: Raw -4188072.486409 + Penalty 2039.663245 = -4186032.823164 nChanged 4 SP:Iteration 96Q (317.148816 sec): 3 clusters Score: Raw -4188073.571854 + Penalty 2039.663245 = -4186033.908609 nChanged 5 SP:Iteration 97Q (317.235758 sec): 3 clusters Score: Raw -4188075.028836 + Penalty 2039.663245 = -4186035.365591 nChanged 8 SP:Iteration 98Q (317.322872 sec): 3 clusters Score: Raw -4188077.099592 + Penalty 2039.663245 = -4186037.436347 nChanged 10 SP:Iteration 99Q (317.408115 sec): 3 clusters Score: Raw -4188080.759433 + Penalty 2039.663245 = -4186041.096188 nChanged 7 SP:Iteration 100F (317.509857 sec): 3 clusters Score: Raw -4188082.516949 + Penalty 2039.663245 = -4186042.853704 nChanged 5 SP:Iteration 101Q (317.604633 sec): 3 clusters Score: Raw -4188083.838763 + Penalty 2039.663245 = -4186044.175518 nChanged 6 SP:Iteration 102Q (317.692396 sec): 3 clusters Score: Raw -4188086.040028 + Penalty 2039.663245 = -4186046.376783 nChanged 2 SP:Iteration 103Q (317.785420 sec): 3 clusters Score: Raw -4188086.587094 + Penalty 2039.663245 = -4186046.923849 nChanged 2 SP:Iteration 104Q (317.879258 sec): 3 clusters Score: Raw -4188087.363946 + Penalty 2039.663245 = -4186047.700701 nChanged 5 SP:Iteration 105Q (317.972523 sec): 3 clusters Score: Raw -4188089.817569 + Penalty 2039.663245 = -4186050.154324 nChanged 13 SP:Iteration 106Q (318.061775 sec): 3 clusters Score: Raw -4188093.262096 + Penalty 2039.663245 = -4186053.598851 nChanged 9 SP:Iteration 107Q (318.149071 sec): 3 clusters Score: Raw -4188095.801435 + Penalty 2039.663245 = -4186056.138190 nChanged 12 SP:Iteration 108Q (318.240424 sec): 3 clusters Score: Raw -4188098.816141 + Penalty 2039.663245 = -4186059.152897 nChanged 5 SP:Iteration 109Q (318.332081 sec): 3 clusters Score: Raw -4188099.981731 + Penalty 2039.663245 = -4186060.318486 nChanged 5 SP:Iteration 110Q (318.411748 sec): 3 clusters Score: Raw -4188100.896496 + Penalty 2039.663245 = -4186061.233251 nChanged 4 SP:Iteration 111Q (318.502942 sec): 3 clusters Score: Raw -4188101.654767 + Penalty 2039.663245 = -4186061.991523 nChanged 3 SP:Iteration 112Q (318.590959 sec): 3 clusters Score: Raw -4188102.198676 + Penalty 2039.663245 = -4186062.535431 nChanged 3 SP:Iteration 113Q (318.678626 sec): 3 clusters Score: Raw -4188102.897203 + Penalty 2039.663245 = -4186063.233958 nChanged 1 SP:Iteration 114Q (318.780314 sec): 3 clusters Score: Raw -4188103.407143 + Penalty 2039.663245 = -4186063.743899 nChanged 1 SP:Iteration 115Q (318.858799 sec): 3 clusters Score: Raw -4188103.687153 + Penalty 2039.663245 = -4186064.023909 nChanged 4 SP:Iteration 116Q (318.952292 sec): 3 clusters Score: Raw -4188104.611951 + Penalty 2039.663245 = -4186064.948706 nChanged 2 SP:Iteration 117Q (319.040638 sec): 3 clusters Score: Raw -4188104.896670 + Penalty 2039.663245 = -4186065.233426 nChanged 1 SP:Iteration 118Q (319.129567 sec): 3 clusters Score: Raw -4188105.063275 + Penalty 2039.663245 = -4186065.400031 nChanged 0 SP:Iteration 119F (319.229267 sec): 3 clusters Score: Raw -4188105.063275 + Penalty 2039.663245 = -4186065.400031 nChanged 0 Trying to split cluster 18 (9547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (319.276231 sec): 2 clusters Score: Raw -842898.959054 + Penalty 870.578314 = -842028.380740 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (319.325460 sec): 3 clusters Score: Raw -837310.289982 + Penalty 1741.156627 = -835569.133355 nChanged 4252 SP:Iteration 1F (319.380445 sec): 3 clusters Score: Raw -839858.475526 + Penalty 1741.156627 = -838117.318899 nChanged 766 SP:Iteration 2F (319.442977 sec): 3 clusters Score: Raw -840501.146235 + Penalty 1741.156627 = -838759.989608 nChanged 802 SP:Iteration 3F (319.496893 sec): 3 clusters Score: Raw -841262.930378 + Penalty 1741.156627 = -839521.773751 nChanged 747 SP:Iteration 4F (319.557464 sec): 3 clusters Score: Raw -842001.375625 + Penalty 1741.156627 = -840260.218998 nChanged 688 SP:Iteration 5F (319.599108 sec): 3 clusters Score: Raw -842543.131898 + Penalty 1741.156627 = -840801.975271 nChanged 552 SP:Iteration 6F (319.670002 sec): 3 clusters Score: Raw -842933.544911 + Penalty 1741.156627 = -841192.388284 nChanged 436 SP:Iteration 7Q (319.726159 sec): 3 clusters Score: Raw -843277.608043 + Penalty 1741.156627 = -841536.451416 nChanged 339 SP:Iteration 8Q (319.778927 sec): 3 clusters Score: Raw -843510.451400 + Penalty 1741.156627 = -841769.294773 nChanged 261 SP:Iteration 9Q (319.844242 sec): 3 clusters Score: Raw -843646.177299 + Penalty 1741.156627 = -841905.020672 nChanged 213 SP:Iteration 10Q (319.892927 sec): 3 clusters Score: Raw -843741.752291 + Penalty 1741.156627 = -842000.595664 nChanged 173 SP:Iteration 11Q (319.958195 sec): 3 clusters Score: Raw -843810.837895 + Penalty 1741.156627 = -842069.681268 nChanged 141 SP:Iteration 12Q (320.010234 sec): 3 clusters Score: Raw -843868.881879 + Penalty 1741.156627 = -842127.725251 nChanged 122 SP:Iteration 13Q (320.070632 sec): 3 clusters Score: Raw -843953.083753 + Penalty 1741.156627 = -842211.927126 nChanged 123 SP:Iteration 14Q (320.127250 sec): 3 clusters Score: Raw -844018.091210 + Penalty 1741.156627 = -842276.934583 nChanged 121 SP:Iteration 15Q (320.169577 sec): 3 clusters Score: Raw -844078.916414 + Penalty 1741.156627 = -842337.759787 nChanged 99 SP:Iteration 16Q (320.232018 sec): 3 clusters Score: Raw -844121.200136 + Penalty 1741.156627 = -842380.043509 nChanged 87 SP:Iteration 17Q (320.279238 sec): 3 clusters Score: Raw -844149.406904 + Penalty 1741.156627 = -842408.250277 nChanged 88 SP:Iteration 18Q (320.337331 sec): 3 clusters Score: Raw -844182.357838 + Penalty 1741.156627 = -842441.201211 nChanged 73 SP:Iteration 19Q (320.399077 sec): 3 clusters Score: Raw -844202.738648 + Penalty 1741.156627 = -842461.582021 nChanged 70 SP:Iteration 20F (320.460131 sec): 3 clusters Score: Raw -844221.557425 + Penalty 1741.156627 = -842480.400798 nChanged 70 SP:Iteration 21Q (320.518364 sec): 3 clusters Score: Raw -844238.236179 + Penalty 1741.156627 = -842497.079552 nChanged 63 SP:Iteration 22Q (320.563373 sec): 3 clusters Score: Raw -844250.384607 + Penalty 1741.156627 = -842509.227980 nChanged 57 SP:Iteration 23Q (320.631332 sec): 3 clusters Score: Raw -844263.262738 + Penalty 1741.156627 = -842522.106111 nChanged 61 SP:Iteration 24Q (320.688800 sec): 3 clusters Score: Raw -844277.505753 + Penalty 1741.156627 = -842536.349126 nChanged 63 SP:Iteration 25Q (320.734440 sec): 3 clusters Score: Raw -844291.676107 + Penalty 1741.156627 = -842550.519480 nChanged 46 SP:Iteration 26Q (320.805291 sec): 3 clusters Score: Raw -844301.397386 + Penalty 1741.156627 = -842560.240758 nChanged 38 SP:Iteration 27Q (320.855602 sec): 3 clusters Score: Raw -844307.312909 + Penalty 1741.156627 = -842566.156282 nChanged 41 SP:Iteration 28Q (320.906494 sec): 3 clusters Score: Raw -844314.321307 + Penalty 1741.156627 = -842573.164680 nChanged 48 SP:Iteration 29Q (320.956863 sec): 3 clusters Score: Raw -844324.737864 + Penalty 1741.156627 = -842583.581237 nChanged 46 SP:Iteration 30Q (321.006913 sec): 3 clusters Score: Raw -844333.346269 + Penalty 1741.156627 = -842592.189642 nChanged 34 SP:Iteration 31Q (321.060915 sec): 3 clusters Score: Raw -844338.755768 + Penalty 1741.156627 = -842597.599141 nChanged 29 SP:Iteration 32Q (321.121091 sec): 3 clusters Score: Raw -844342.930366 + Penalty 1741.156627 = -842601.773739 nChanged 26 SP:Iteration 33Q (321.180374 sec): 3 clusters Score: Raw -844346.987724 + Penalty 1741.156627 = -842605.831097 nChanged 25 SP:Iteration 34Q (321.225912 sec): 3 clusters Score: Raw -844351.102243 + Penalty 1741.156627 = -842609.945616 nChanged 17 SP:Iteration 35Q (321.288309 sec): 3 clusters Score: Raw -844353.964874 + Penalty 1741.156627 = -842612.808247 nChanged 26 SP:Iteration 36Q (321.347684 sec): 3 clusters Score: Raw -844357.658823 + Penalty 1741.156627 = -842616.502196 nChanged 23 SP:Iteration 37Q (321.399443 sec): 3 clusters Score: Raw -844360.956813 + Penalty 1741.156627 = -842619.800185 nChanged 16 SP:Iteration 38Q (321.454013 sec): 3 clusters Score: Raw -844362.749422 + Penalty 1741.156627 = -842621.592795 nChanged 10 SP:Iteration 39Q (321.503806 sec): 3 clusters Score: Raw -844364.119212 + Penalty 1741.156627 = -842622.962585 nChanged 16 SP:Iteration 40F (321.563009 sec): 3 clusters Score: Raw -844366.308979 + Penalty 1741.156627 = -842625.152352 nChanged 14 SP:Iteration 41Q (321.623004 sec): 3 clusters Score: Raw -844368.282258 + Penalty 1741.156627 = -842627.125631 nChanged 16 SP:Iteration 42Q (321.673627 sec): 3 clusters Score: Raw -844370.374443 + Penalty 1741.156627 = -842629.217816 nChanged 10 SP:Iteration 43Q (321.725076 sec): 3 clusters Score: Raw -844371.316199 + Penalty 1741.156627 = -842630.159572 nChanged 10 SP:Iteration 44Q (321.775851 sec): 3 clusters Score: Raw -844372.314179 + Penalty 1741.156627 = -842631.157552 nChanged 10 SP:Iteration 45Q (321.827255 sec): 3 clusters Score: Raw -844373.485367 + Penalty 1741.156627 = -842632.328740 nChanged 10 SP:Iteration 46Q (321.884794 sec): 3 clusters Score: Raw -844374.705007 + Penalty 1741.156627 = -842633.548380 nChanged 11 SP:Iteration 47Q (321.947722 sec): 3 clusters Score: Raw -844375.666709 + Penalty 1741.156627 = -842634.510082 nChanged 12 SP:Iteration 48Q (321.999721 sec): 3 clusters Score: Raw -844377.094104 + Penalty 1741.156627 = -842635.937477 nChanged 10 SP:Iteration 49Q (322.049608 sec): 3 clusters Score: Raw -844377.954531 + Penalty 1741.156627 = -842636.797904 nChanged 13 SP:Iteration 50Q (322.108443 sec): 3 clusters Score: Raw -844379.111615 + Penalty 1741.156627 = -842637.954988 nChanged 14 SP:Iteration 51Q (322.174917 sec): 3 clusters Score: Raw -844380.441365 + Penalty 1741.156627 = -842639.284737 nChanged 7 SP:Iteration 52Q (322.233450 sec): 3 clusters Score: Raw -844380.916344 + Penalty 1741.156627 = -842639.759717 nChanged 5 SP:Iteration 53Q (322.278562 sec): 3 clusters Score: Raw -844381.423583 + Penalty 1741.156627 = -842640.266956 nChanged 8 SP:Iteration 54Q (322.332503 sec): 3 clusters Score: Raw -844382.375457 + Penalty 1741.156627 = -842641.218830 nChanged 10 SP:Iteration 55Q (322.396607 sec): 3 clusters Score: Raw -844383.756346 + Penalty 1741.156627 = -842642.599719 nChanged 16 SP:Iteration 56Q (322.449706 sec): 3 clusters Score: Raw -844385.681195 + Penalty 1741.156627 = -842644.524568 nChanged 16 SP:Iteration 57Q (322.496877 sec): 3 clusters Score: Raw -844387.012609 + Penalty 1741.156627 = -842645.855982 nChanged 14 SP:Iteration 58Q (322.557305 sec): 3 clusters Score: Raw -844387.924311 + Penalty 1741.156627 = -842646.767684 nChanged 13 SP:Iteration 59Q (322.619628 sec): 3 clusters Score: Raw -844388.873868 + Penalty 1741.156627 = -842647.717241 nChanged 13 SP:Iteration 60F (322.672118 sec): 3 clusters Score: Raw -844389.950808 + Penalty 1741.156627 = -842648.794181 nChanged 11 SP:Iteration 61Q (322.726079 sec): 3 clusters Score: Raw -844391.050069 + Penalty 1741.156627 = -842649.893442 nChanged 10 SP:Iteration 62Q (322.785904 sec): 3 clusters Score: Raw -844392.759997 + Penalty 1741.156627 = -842651.603369 nChanged 13 SP:Iteration 63Q (322.839772 sec): 3 clusters Score: Raw -844394.138154 + Penalty 1741.156627 = -842652.981527 nChanged 9 SP:Iteration 64Q (322.898696 sec): 3 clusters Score: Raw -844394.606584 + Penalty 1741.156627 = -842653.449957 nChanged 8 SP:Iteration 65Q (322.943530 sec): 3 clusters Score: Raw -844395.134222 + Penalty 1741.156627 = -842653.977595 nChanged 3 SP:Iteration 66Q (323.001514 sec): 3 clusters Score: Raw -844395.589756 + Penalty 1741.156627 = -842654.433129 nChanged 6 SP:Iteration 67Q (323.063194 sec): 3 clusters Score: Raw -844395.971051 + Penalty 1741.156627 = -842654.814424 nChanged 1 SP:Iteration 68Q (323.117766 sec): 3 clusters Score: Raw -844396.026986 + Penalty 1741.156627 = -842654.870359 nChanged 1 SP:Iteration 69Q (323.169085 sec): 3 clusters Score: Raw -844396.051418 + Penalty 1741.156627 = -842654.894790 nChanged 0 SP:Iteration 70F (323.217782 sec): 3 clusters Score: Raw -844396.051418 + Penalty 1741.156627 = -842654.894790 nChanged 0 Score: Raw -89026970.193399 + Penalty 34077.269399 = -88992892.924000 Splitting cluster 18 changes total score from -88976294.864624 to -88992892.924000 So it's getting split into cluster 26. Deleting Class 8 (398 points): Lose 407.231678 but Gain 1310.664208 Iteration 20F (347.625687 sec): 26 clusters Score: Raw -89038548.558833 + Penalty 32766.605191 = -89005781.953641 nChanged 22829 Deleting Class 5 (272 points): Lose 1285.236752 but Gain 1310.664208 Iteration 21Q (353.355301 sec): 25 clusters Score: Raw -89045862.479455 + Penalty 31455.940984 = -89014406.538472 nChanged 13209 Iteration 22Q (358.667834 sec): 25 clusters Score: Raw -89050814.855672 + Penalty 31455.940984 = -89019358.914688 nChanged 11054 Iteration 23Q (363.992056 sec): 25 clusters Score: Raw -89053974.949991 + Penalty 31455.940984 = -89022519.009007 nChanged 10327 Iteration 24Q (369.370731 sec): 25 clusters Score: Raw -89056760.568577 + Penalty 31455.940984 = -89025304.627593 nChanged 10056 Iteration 25Q (375.269410 sec): 25 clusters Score: Raw -89059453.642247 + Penalty 31455.940984 = -89027997.701263 nChanged 10128 Iteration 26Q (381.075970 sec): 25 clusters Score: Raw -89062217.084663 + Penalty 31455.940984 = -89030761.143680 nChanged 10222 Iteration 27Q (386.880097 sec): 25 clusters Score: Raw -89064909.012127 + Penalty 31455.940984 = -89033453.071143 nChanged 10314 Iteration 28Q (392.728027 sec): 25 clusters Score: Raw -89067581.645101 + Penalty 31455.940984 = -89036125.704117 nChanged 10493 Iteration 29Q (398.522211 sec): 25 clusters Score: Raw -89070280.569109 + Penalty 31455.940984 = -89038824.628126 nChanged 10842 Iteration 30Q (404.161935 sec): 25 clusters Score: Raw -89073190.713605 + Penalty 31455.940984 = -89041734.772621 nChanged 11357 Iteration 31Q (409.862772 sec): 25 clusters Score: Raw -89076431.564260 + Penalty 31455.940984 = -89044975.623277 nChanged 11983 Iteration 32Q (415.522211 sec): 25 clusters Score: Raw -89079863.655295 + Penalty 31455.940984 = -89048407.714311 nChanged 12259 Iteration 33Q (420.962818 sec): 25 clusters Score: Raw -89083209.888446 + Penalty 31455.940984 = -89051753.947462 nChanged 11933 Iteration 34Q (426.457867 sec): 25 clusters Score: Raw -89086143.889429 + Penalty 31455.940984 = -89054687.948446 nChanged 11162 Iteration 35Q (431.989013 sec): 25 clusters Score: Raw -89088612.366944 + Penalty 31455.940984 = -89057156.425960 nChanged 9920 Iteration 36Q (437.585423 sec): 25 clusters Score: Raw -89090576.180647 + Penalty 31455.940984 = -89059120.239663 nChanged 9029 Iteration 37Q (442.470881 sec): 25 clusters Score: Raw -89092238.886453 + Penalty 31455.940984 = -89060782.945469 nChanged 8151 Iteration 38Q (447.301967 sec): 25 clusters Score: Raw -89093733.084889 + Penalty 31455.940984 = -89062277.143905 nChanged 7594 Iteration 39Q (452.699104 sec): 25 clusters Score: Raw -89095109.529461 + Penalty 31455.940984 = -89063653.588477 nChanged 6950 Iteration 40F (463.883576 sec): 25 clusters Score: Raw -89105042.232274 + Penalty 31455.940984 = -89073586.291290 nChanged 21478 Iteration 41Q (469.324800 sec): 25 clusters Score: Raw -89120005.269299 + Penalty 31455.940984 = -89088549.328315 nChanged 28568 Iteration 42Q (474.924252 sec): 25 clusters Score: Raw -89137853.668440 + Penalty 31455.940984 = -89106397.727456 nChanged 33885 Iteration 43Q (480.160255 sec): 25 clusters Score: Raw -89159148.137908 + Penalty 31455.940984 = -89127692.196924 nChanged 38719 Iteration 44Q (485.598202 sec): 25 clusters Score: Raw -89183539.997908 + Penalty 31455.940984 = -89152084.056924 nChanged 43173 Iteration 45Q (491.291706 sec): 25 clusters Score: Raw -89210477.334762 + Penalty 31455.940984 = -89179021.393778 nChanged 46004 Iteration 46Q (497.073802 sec): 25 clusters Score: Raw -89238256.598931 + Penalty 31455.940984 = -89206800.657947 nChanged 46978 Iteration 47Q (503.038190 sec): 25 clusters Score: Raw -89264793.009745 + Penalty 31455.940984 = -89233337.068761 nChanged 44657 Iteration 48Q (508.563882 sec): 25 clusters Score: Raw -89287164.486901 + Penalty 31455.940984 = -89255708.545917 nChanged 39223 Iteration 49Q (514.166896 sec): 25 clusters Score: Raw -89304307.829026 + Penalty 31455.940984 = -89272851.888042 nChanged 32748 Iteration 50Q (519.827376 sec): 25 clusters Score: Raw -89316893.641637 + Penalty 31455.940984 = -89285437.700653 nChanged 26942 Iteration 51Q (525.378880 sec): 25 clusters Score: Raw -89326415.756177 + Penalty 31455.940984 = -89294959.815193 nChanged 22845 Iteration 52Q (531.473194 sec): 25 clusters Score: Raw -89334092.993540 + Penalty 31455.940984 = -89302637.052556 nChanged 20008 Iteration 53Q (537.338845 sec): 25 clusters Score: Raw -89340521.237833 + Penalty 31455.940984 = -89309065.296849 nChanged 17628 Iteration 54Q (543.130827 sec): 25 clusters Score: Raw -89345956.243527 + Penalty 31455.940984 = -89314500.302544 nChanged 15647 Iteration 55Q (548.600413 sec): 25 clusters Score: Raw -89350489.455798 + Penalty 31455.940984 = -89319033.514814 nChanged 13960 Iteration 56Q (554.202239 sec): 25 clusters Score: Raw -89354349.034904 + Penalty 31455.940984 = -89322893.093920 nChanged 12595 Iteration 57Q (560.011240 sec): 25 clusters Score: Raw -89357624.470430 + Penalty 31455.940984 = -89326168.529446 nChanged 10927 Iteration 58Q (565.622543 sec): 25 clusters Score: Raw -89360316.642498 + Penalty 31455.940984 = -89328860.701514 nChanged 9732 Writing temp clu file Because OldScore, -89326168.529446, is greater than current (better) Score,-89328860.701514 Compute initial score before splitting: Score: Raw -89360316.642498 + Penalty 31455.940984 = -89328860.701514 Trying to split cluster 1 (1651 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (565.928001 sec): 2 clusters Score: Raw -148964.068023 + Penalty 703.867962 = -148260.200061 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (565.969587 sec): 3 clusters Score: Raw -148192.204852 + Penalty 1407.735924 = -146784.468928 nChanged 595 SP:Iteration 1F (566.010742 sec): 3 clusters Score: Raw -148599.524668 + Penalty 1407.735924 = -147191.788743 nChanged 160 SP:Iteration 2F (566.057904 sec): 3 clusters Score: Raw -148738.769490 + Penalty 1407.735924 = -147331.033566 nChanged 125 SP:Iteration 3F (566.105908 sec): 3 clusters Score: Raw -148860.175512 + Penalty 1407.735924 = -147452.439587 nChanged 84 SP:Iteration 4F (566.152076 sec): 3 clusters Score: Raw -148931.378634 + Penalty 1407.735924 = -147523.642709 nChanged 60 SP:Iteration 5Q (566.187280 sec): 3 clusters Score: Raw -148995.180294 + Penalty 1407.735924 = -147587.444370 nChanged 51 SP:Iteration 6Q (566.246933 sec): 3 clusters Score: Raw -149068.346599 + Penalty 1407.735924 = -147660.610675 nChanged 47 SP:Iteration 7Q (566.291215 sec): 3 clusters Score: Raw -149155.968636 + Penalty 1407.735924 = -147748.232712 nChanged 57 SP:Iteration 8Q (566.332600 sec): 3 clusters Score: Raw -149253.650896 + Penalty 1407.735924 = -147845.914971 nChanged 63 SP:Iteration 9Q (566.377583 sec): 3 clusters Score: Raw -149364.941790 + Penalty 1407.735924 = -147957.205865 nChanged 69 SP:Iteration 10Q (566.428521 sec): 3 clusters Score: Raw -149472.582831 + Penalty 1407.735924 = -148064.846906 nChanged 73 SP:Iteration 11Q (566.478502 sec): 3 clusters Score: Raw -149584.156206 + Penalty 1407.735924 = -148176.420282 nChanged 65 SP:Iteration 12Q (566.517925 sec): 3 clusters Score: Raw -149675.218768 + Penalty 1407.735924 = -148267.482843 nChanged 30 SP:Iteration 13Q (566.566653 sec): 3 clusters Score: Raw -149715.985092 + Penalty 1407.735924 = -148308.249168 nChanged 30 SP:Iteration 14Q (566.611472 sec): 3 clusters Score: Raw -149748.201460 + Penalty 1407.735924 = -148340.465536 nChanged 23 SP:Iteration 15Q (566.653848 sec): 3 clusters Score: Raw -149775.107048 + Penalty 1407.735924 = -148367.371123 nChanged 20 SP:Iteration 16Q (566.699953 sec): 3 clusters Score: Raw -149792.443303 + Penalty 1407.735924 = -148384.707379 nChanged 10 SP:Iteration 17Q (566.758629 sec): 3 clusters Score: Raw -149803.650240 + Penalty 1407.735924 = -148395.914315 nChanged 8 SP:Iteration 18Q (566.805106 sec): 3 clusters Score: Raw -149810.001324 + Penalty 1407.735924 = -148402.265400 nChanged 4 SP:Iteration 19Q (566.843804 sec): 3 clusters Score: Raw -149811.274051 + Penalty 1407.735924 = -148403.538127 nChanged 4 SP:Iteration 20F (566.890993 sec): 3 clusters Score: Raw -149820.848796 + Penalty 1407.735924 = -148413.112872 nChanged 4 SP:Iteration 21Q (566.947509 sec): 3 clusters Score: Raw -149823.399049 + Penalty 1407.735924 = -148415.663125 nChanged 1 SP:Iteration 22Q (566.989011 sec): 3 clusters Score: Raw -149823.642969 + Penalty 1407.735924 = -148415.907045 nChanged 0 SP:Iteration 23F (567.045641 sec): 3 clusters Score: Raw -149823.642969 + Penalty 1407.735924 = -148415.907045 nChanged 0 Score: Raw -89362023.896261 + Penalty 32766.605191 = -89329257.291069 Splitting cluster 1 changes total score from -89328860.701514 to -89329257.291069 So it's getting split into cluster 5. Trying to split cluster 2 (4339 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (578.598535 sec): 2 clusters Score: Raw -398210.528712 + Penalty 795.662923 = -397414.865789 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (578.640992 sec): 3 clusters Score: Raw -395847.400547 + Penalty 1591.325845 = -394256.074702 nChanged 1835 SP:Iteration 1F (578.700701 sec): 3 clusters Score: Raw -396933.528785 + Penalty 1591.325845 = -395342.202940 nChanged 376 SP:Iteration 2F (578.739186 sec): 3 clusters Score: Raw -397227.472919 + Penalty 1591.325845 = -395636.147074 nChanged 343 SP:Iteration 3F (578.792993 sec): 3 clusters Score: Raw -397560.517134 + Penalty 1591.325845 = -395969.191288 nChanged 320 SP:Iteration 4F (578.840979 sec): 3 clusters Score: Raw -397844.049659 + Penalty 1591.325845 = -396252.723813 nChanged 258 SP:Iteration 5F (578.898750 sec): 3 clusters Score: Raw -398065.370757 + Penalty 1591.325845 = -396474.044912 nChanged 200 SP:Iteration 6Q (578.953464 sec): 3 clusters Score: Raw -398249.648981 + Penalty 1591.325845 = -396658.323135 nChanged 159 SP:Iteration 7Q (578.985688 sec): 3 clusters Score: Raw -398374.722159 + Penalty 1591.325845 = -396783.396314 nChanged 129 SP:Iteration 8Q (579.039556 sec): 3 clusters Score: Raw -398468.095261 + Penalty 1591.325845 = -396876.769416 nChanged 95 SP:Iteration 9Q (579.091234 sec): 3 clusters Score: Raw -398562.857081 + Penalty 1591.325845 = -396971.531236 nChanged 101 SP:Iteration 10Q (579.141806 sec): 3 clusters Score: Raw -398679.077785 + Penalty 1591.325845 = -397087.751939 nChanged 92 SP:Iteration 11Q (579.199374 sec): 3 clusters Score: Raw -398796.608352 + Penalty 1591.325845 = -397205.282506 nChanged 77 SP:Iteration 12Q (579.250754 sec): 3 clusters Score: Raw -398896.223022 + Penalty 1591.325845 = -397304.897176 nChanged 53 SP:Iteration 13Q (579.300557 sec): 3 clusters Score: Raw -398949.937721 + Penalty 1591.325845 = -397358.611876 nChanged 33 SP:Iteration 14Q (579.355349 sec): 3 clusters Score: Raw -398975.520769 + Penalty 1591.325845 = -397384.194924 nChanged 36 SP:Iteration 15Q (579.409374 sec): 3 clusters Score: Raw -398999.528563 + Penalty 1591.325845 = -397408.202717 nChanged 31 SP:Iteration 16Q (579.462814 sec): 3 clusters Score: Raw -399018.192718 + Penalty 1591.325845 = -397426.866873 nChanged 29 SP:Iteration 17Q (579.510256 sec): 3 clusters Score: Raw -399035.980276 + Penalty 1591.325845 = -397444.654430 nChanged 24 SP:Iteration 18Q (579.555865 sec): 3 clusters Score: Raw -399046.407928 + Penalty 1591.325845 = -397455.082083 nChanged 13 SP:Iteration 19Q (579.611155 sec): 3 clusters Score: Raw -399051.770687 + Penalty 1591.325845 = -397460.444842 nChanged 5 SP:Iteration 20F (579.662292 sec): 3 clusters Score: Raw -399052.895851 + Penalty 1591.325845 = -397461.570006 nChanged 6 SP:Iteration 21Q (579.704922 sec): 3 clusters Score: Raw -399053.503859 + Penalty 1591.325845 = -397462.178014 nChanged 3 SP:Iteration 22Q (579.759741 sec): 3 clusters Score: Raw -399054.188531 + Penalty 1591.325845 = -397462.862686 nChanged 0 SP:Iteration 23F (579.800219 sec): 3 clusters Score: Raw -399054.188531 + Penalty 1591.325845 = -397462.862686 nChanged 0 Score: Raw -89362867.556080 + Penalty 34077.269399 = -89328790.286681 Splitting cluster 2 changes total score from -89328860.701514 to -89328790.286681 So it's not getting split. Trying to split cluster 3 (59366 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (591.463270 sec): 2 clusters Score: Raw -5225444.652431 + Penalty 1044.190310 = -5224400.462121 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (591.567502 sec): 3 clusters Score: Raw -5186950.965668 + Penalty 2088.380621 = -5184862.585048 nChanged 28410 SP:Iteration 1F (591.697118 sec): 3 clusters Score: Raw -5203877.013357 + Penalty 2088.380621 = -5201788.632737 nChanged 2902 SP:Iteration 2Q (591.820954 sec): 3 clusters Score: Raw -5204839.951550 + Penalty 2088.380621 = -5202751.570930 nChanged 2963 SP:Iteration 3Q (591.942271 sec): 3 clusters Score: Raw -5205972.311351 + Penalty 2088.380621 = -5203883.930731 nChanged 3130 SP:Iteration 4F (592.062944 sec): 3 clusters Score: Raw -5207350.674981 + Penalty 2088.380621 = -5205262.294360 nChanged 3345 SP:Iteration 5F (592.181682 sec): 3 clusters Score: Raw -5209129.932026 + Penalty 2088.380621 = -5207041.551405 nChanged 3529 SP:Iteration 6F (592.302968 sec): 3 clusters Score: Raw -5211461.778663 + Penalty 2088.380621 = -5209373.398042 nChanged 3735 SP:Iteration 7F (592.434663 sec): 3 clusters Score: Raw -5214349.807980 + Penalty 2088.380621 = -5212261.427360 nChanged 3528 SP:Iteration 8F (592.546403 sec): 3 clusters Score: Raw -5217324.555856 + Penalty 2088.380621 = -5215236.175235 nChanged 2896 SP:Iteration 9Q (592.670161 sec): 3 clusters Score: Raw -5219716.059747 + Penalty 2088.380621 = -5217627.679126 nChanged 2069 SP:Iteration 10Q (592.802151 sec): 3 clusters Score: Raw -5221237.047998 + Penalty 2088.380621 = -5219148.667378 nChanged 1515 SP:Iteration 11Q (592.918647 sec): 3 clusters Score: Raw -5222254.741909 + Penalty 2088.380621 = -5220166.361289 nChanged 1226 SP:Iteration 12Q (593.033141 sec): 3 clusters Score: Raw -5223033.623538 + Penalty 2088.380621 = -5220945.242917 nChanged 957 SP:Iteration 13Q (593.148463 sec): 3 clusters Score: Raw -5223591.833617 + Penalty 2088.380621 = -5221503.452997 nChanged 765 SP:Iteration 14Q (593.263757 sec): 3 clusters Score: Raw -5224003.183514 + Penalty 2088.380621 = -5221914.802894 nChanged 587 SP:Iteration 15Q (593.374639 sec): 3 clusters Score: Raw -5224324.767354 + Penalty 2088.380621 = -5222236.386733 nChanged 528 SP:Iteration 16Q (593.475366 sec): 3 clusters Score: Raw -5224614.504342 + Penalty 2088.380621 = -5222526.123721 nChanged 425 SP:Iteration 17Q (593.588873 sec): 3 clusters Score: Raw -5224845.666491 + Penalty 2088.380621 = -5222757.285871 nChanged 329 SP:Iteration 18Q (593.688313 sec): 3 clusters Score: Raw -5225007.987464 + Penalty 2088.380621 = -5222919.606843 nChanged 260 SP:Iteration 19Q (593.800423 sec): 3 clusters Score: Raw -5225131.646299 + Penalty 2088.380621 = -5223043.265678 nChanged 216 SP:Iteration 20F (593.910220 sec): 3 clusters Score: Raw -5225225.459853 + Penalty 2088.380621 = -5223137.079233 nChanged 147 SP:Iteration 21Q (594.012977 sec): 3 clusters Score: Raw -5225285.090696 + Penalty 2088.380621 = -5223196.710075 nChanged 129 SP:Iteration 22Q (594.108847 sec): 3 clusters Score: Raw -5225338.621867 + Penalty 2088.380621 = -5223250.241246 nChanged 106 SP:Iteration 23Q (594.218133 sec): 3 clusters Score: Raw -5225382.589125 + Penalty 2088.380621 = -5223294.208504 nChanged 96 SP:Iteration 24Q (594.319851 sec): 3 clusters Score: Raw -5225426.962283 + Penalty 2088.380621 = -5223338.581662 nChanged 85 SP:Iteration 25Q (594.417444 sec): 3 clusters Score: Raw -5225461.669499 + Penalty 2088.380621 = -5223373.288879 nChanged 61 SP:Iteration 26Q (594.519782 sec): 3 clusters Score: Raw -5225488.017231 + Penalty 2088.380621 = -5223399.636610 nChanged 53 SP:Iteration 27Q (594.629529 sec): 3 clusters Score: Raw -5225508.626962 + Penalty 2088.380621 = -5223420.246341 nChanged 36 SP:Iteration 28Q (594.726130 sec): 3 clusters Score: Raw -5225521.418165 + Penalty 2088.380621 = -5223433.037545 nChanged 28 SP:Iteration 29Q (594.817222 sec): 3 clusters Score: Raw -5225530.121126 + Penalty 2088.380621 = -5223441.740506 nChanged 28 SP:Iteration 30Q (594.912885 sec): 3 clusters Score: Raw -5225539.038963 + Penalty 2088.380621 = -5223450.658342 nChanged 25 SP:Iteration 31Q (595.027982 sec): 3 clusters Score: Raw -5225546.271996 + Penalty 2088.380621 = -5223457.891375 nChanged 20 SP:Iteration 32Q (595.130740 sec): 3 clusters Score: Raw -5225553.828645 + Penalty 2088.380621 = -5223465.448025 nChanged 27 SP:Iteration 33Q (595.214165 sec): 3 clusters Score: Raw -5225562.577000 + Penalty 2088.380621 = -5223474.196379 nChanged 17 SP:Iteration 34Q (595.310216 sec): 3 clusters Score: Raw -5225568.915311 + Penalty 2088.380621 = -5223480.534690 nChanged 22 SP:Iteration 35Q (595.424373 sec): 3 clusters Score: Raw -5225576.767822 + Penalty 2088.380621 = -5223488.387202 nChanged 20 SP:Iteration 36Q (595.520404 sec): 3 clusters Score: Raw -5225584.636098 + Penalty 2088.380621 = -5223496.255478 nChanged 20 SP:Iteration 37Q (595.634179 sec): 3 clusters Score: Raw -5225592.069563 + Penalty 2088.380621 = -5223503.688942 nChanged 16 SP:Iteration 38Q (595.733379 sec): 3 clusters Score: Raw -5225597.263358 + Penalty 2088.380621 = -5223508.882738 nChanged 16 SP:Iteration 39Q (595.837698 sec): 3 clusters Score: Raw -5225602.041568 + Penalty 2088.380621 = -5223513.660947 nChanged 16 SP:Iteration 40F (595.953133 sec): 3 clusters Score: Raw -5225607.413969 + Penalty 2088.380621 = -5223519.033348 nChanged 14 SP:Iteration 41Q (596.065374 sec): 3 clusters Score: Raw -5225611.785248 + Penalty 2088.380621 = -5223523.404627 nChanged 15 SP:Iteration 42Q (596.162324 sec): 3 clusters Score: Raw -5225616.717377 + Penalty 2088.380621 = -5223528.336756 nChanged 8 SP:Iteration 43Q (596.261277 sec): 3 clusters Score: Raw -5225619.512523 + Penalty 2088.380621 = -5223531.131902 nChanged 8 SP:Iteration 44Q (596.370693 sec): 3 clusters Score: Raw -5225623.165021 + Penalty 2088.380621 = -5223534.784400 nChanged 8 SP:Iteration 45Q (596.479272 sec): 3 clusters Score: Raw -5225625.934923 + Penalty 2088.380621 = -5223537.554302 nChanged 4 SP:Iteration 46Q (596.580929 sec): 3 clusters Score: Raw -5225627.468555 + Penalty 2088.380621 = -5223539.087934 nChanged 3 SP:Iteration 47Q (596.682652 sec): 3 clusters Score: Raw -5225628.042458 + Penalty 2088.380621 = -5223539.661838 nChanged 2 SP:Iteration 48Q (596.788663 sec): 3 clusters Score: Raw -5225628.655964 + Penalty 2088.380621 = -5223540.275343 nChanged 3 SP:Iteration 49Q (596.884292 sec): 3 clusters Score: Raw -5225629.795284 + Penalty 2088.380621 = -5223541.414663 nChanged 2 SP:Iteration 50Q (596.977670 sec): 3 clusters Score: Raw -5225630.141751 + Penalty 2088.380621 = -5223541.761131 nChanged 2 SP:Iteration 51Q (597.084604 sec): 3 clusters Score: Raw -5225631.621966 + Penalty 2088.380621 = -5223543.241345 nChanged 4 SP:Iteration 52Q (597.185228 sec): 3 clusters Score: Raw -5225633.024542 + Penalty 2088.380621 = -5223544.643921 nChanged 2 SP:Iteration 53Q (597.296507 sec): 3 clusters Score: Raw -5225633.514169 + Penalty 2088.380621 = -5223545.133548 nChanged 3 SP:Iteration 54Q (597.402640 sec): 3 clusters Score: Raw -5225634.366045 + Penalty 2088.380621 = -5223545.985424 nChanged 4 SP:Iteration 55Q (597.503078 sec): 3 clusters Score: Raw -5225635.944106 + Penalty 2088.380621 = -5223547.563485 nChanged 3 SP:Iteration 56Q (597.614608 sec): 3 clusters Score: Raw -5225636.825937 + Penalty 2088.380621 = -5223548.445316 nChanged 4 SP:Iteration 57Q (597.720512 sec): 3 clusters Score: Raw -5225638.160239 + Penalty 2088.380621 = -5223549.779618 nChanged 2 SP:Iteration 58Q (597.820015 sec): 3 clusters Score: Raw -5225638.748219 + Penalty 2088.380621 = -5223550.367599 nChanged 2 SP:Iteration 59Q (597.912065 sec): 3 clusters Score: Raw -5225639.061288 + Penalty 2088.380621 = -5223550.680667 nChanged 2 SP:Iteration 60F (598.038103 sec): 3 clusters Score: Raw -5225640.218837 + Penalty 2088.380621 = -5223551.838216 nChanged 1 SP:Iteration 61Q (598.143995 sec): 3 clusters Score: Raw -5225640.781651 + Penalty 2088.380621 = -5223552.401030 nChanged 1 SP:Iteration 62Q (598.243500 sec): 3 clusters Score: Raw -5225641.202916 + Penalty 2088.380621 = -5223552.822295 nChanged 1 SP:Iteration 63Q (598.344400 sec): 3 clusters Score: Raw -5225641.364981 + Penalty 2088.380621 = -5223552.984361 nChanged 0 SP:Iteration 64F (598.454391 sec): 3 clusters Score: Raw -5225641.364981 + Penalty 2088.380621 = -5223552.984361 nChanged 0 Trying to split cluster 4 (34642 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (598.525017 sec): 2 clusters Score: Raw -3270918.053823 + Penalty 993.018099 = -3269925.035724 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (598.609708 sec): 3 clusters Score: Raw -3248739.925338 + Penalty 1986.036199 = -3246753.889140 nChanged 16502 SP:Iteration 1F (598.708311 sec): 3 clusters Score: Raw -3258730.079409 + Penalty 1986.036199 = -3256744.043210 nChanged 2241 SP:Iteration 2F (598.798749 sec): 3 clusters Score: Raw -3259988.223394 + Penalty 1986.036199 = -3258002.187196 nChanged 2395 SP:Iteration 3F (598.889819 sec): 3 clusters Score: Raw -3261560.192099 + Penalty 1986.036199 = -3259574.155901 nChanged 2516 SP:Iteration 4F (598.966117 sec): 3 clusters Score: Raw -3263542.277201 + Penalty 1986.036199 = -3261556.241003 nChanged 2688 SP:Iteration 5F (599.057580 sec): 3 clusters Score: Raw -3265917.463358 + Penalty 1986.036199 = -3263931.427159 nChanged 2531 SP:Iteration 6F (599.149104 sec): 3 clusters Score: Raw -3268344.395093 + Penalty 1986.036199 = -3266358.358895 nChanged 2271 SP:Iteration 7F (599.234488 sec): 3 clusters Score: Raw -3270919.571335 + Penalty 1986.036199 = -3268933.535136 nChanged 2087 SP:Iteration 8F (599.316013 sec): 3 clusters Score: Raw -3274014.667452 + Penalty 1986.036199 = -3272028.631253 nChanged 1811 SP:Iteration 9F (599.406246 sec): 3 clusters Score: Raw -3276564.197328 + Penalty 1986.036199 = -3274578.161130 nChanged 1166 SP:Iteration 10Q (599.502256 sec): 3 clusters Score: Raw -3277449.523641 + Penalty 1986.036199 = -3275463.487443 nChanged 580 SP:Iteration 11Q (599.589303 sec): 3 clusters Score: Raw -3277705.665093 + Penalty 1986.036199 = -3275719.628895 nChanged 279 SP:Iteration 12Q (599.673508 sec): 3 clusters Score: Raw -3277783.358469 + Penalty 1986.036199 = -3275797.322271 nChanged 169 SP:Iteration 13Q (599.750055 sec): 3 clusters Score: Raw -3277818.179206 + Penalty 1986.036199 = -3275832.143007 nChanged 117 SP:Iteration 14Q (599.845396 sec): 3 clusters Score: Raw -3277836.465067 + Penalty 1986.036199 = -3275850.428869 nChanged 87 SP:Iteration 15Q (599.926707 sec): 3 clusters Score: Raw -3277846.595716 + Penalty 1986.036199 = -3275860.559517 nChanged 75 SP:Iteration 16Q (600.010635 sec): 3 clusters Score: Raw -3277853.704951 + Penalty 1986.036199 = -3275867.668752 nChanged 56 SP:Iteration 17Q (600.097721 sec): 3 clusters Score: Raw -3277857.993376 + Penalty 1986.036199 = -3275871.957178 nChanged 44 SP:Iteration 18Q (600.181800 sec): 3 clusters Score: Raw -3277860.601354 + Penalty 1986.036199 = -3275874.565155 nChanged 34 SP:Iteration 19Q (600.272265 sec): 3 clusters Score: Raw -3277862.108640 + Penalty 1986.036199 = -3275876.072442 nChanged 22 SP:Iteration 20F (600.356303 sec): 3 clusters Score: Raw -3277863.010720 + Penalty 1986.036199 = -3275876.974522 nChanged 14 SP:Iteration 21Q (600.439864 sec): 3 clusters Score: Raw -3277863.392488 + Penalty 1986.036199 = -3275877.356289 nChanged 11 SP:Iteration 22Q (600.522769 sec): 3 clusters Score: Raw -3277863.881894 + Penalty 1986.036199 = -3275877.845696 nChanged 9 SP:Iteration 23Q (600.609364 sec): 3 clusters Score: Raw -3277864.173594 + Penalty 1986.036199 = -3275878.137396 nChanged 9 SP:Iteration 24Q (600.698139 sec): 3 clusters Score: Raw -3277864.419567 + Penalty 1986.036199 = -3275878.383368 nChanged 7 SP:Iteration 25Q (600.773719 sec): 3 clusters Score: Raw -3277864.531724 + Penalty 1986.036199 = -3275878.495526 nChanged 6 SP:Iteration 26Q (600.850593 sec): 3 clusters Score: Raw -3277864.674177 + Penalty 1986.036199 = -3275878.637978 nChanged 4 SP:Iteration 27Q (600.939611 sec): 3 clusters Score: Raw -3277864.746411 + Penalty 1986.036199 = -3275878.710213 nChanged 5 SP:Iteration 28Q (601.028731 sec): 3 clusters Score: Raw -3277864.813411 + Penalty 1986.036199 = -3275878.777213 nChanged 2 SP:Iteration 29Q (601.109801 sec): 3 clusters Score: Raw -3277864.873320 + Penalty 1986.036199 = -3275878.837122 nChanged 2 SP:Iteration 30Q (601.200651 sec): 3 clusters Score: Raw -3277864.928254 + Penalty 1986.036199 = -3275878.892056 nChanged 1 SP:Iteration 31Q (601.288851 sec): 3 clusters Score: Raw -3277864.977778 + Penalty 1986.036199 = -3275878.941580 nChanged 1 SP:Iteration 32Q (601.373478 sec): 3 clusters Score: Raw -3277865.005906 + Penalty 1986.036199 = -3275878.969708 nChanged 1 SP:Iteration 33Q (601.455232 sec): 3 clusters Score: Raw -3277865.028618 + Penalty 1986.036199 = -3275878.992420 nChanged 1 SP:Iteration 34Q (601.545428 sec): 3 clusters Score: Raw -3277865.048478 + Penalty 1986.036199 = -3275879.012280 nChanged 1 SP:Iteration 35Q (601.634534 sec): 3 clusters Score: Raw -3277865.065745 + Penalty 1986.036199 = -3275879.029546 nChanged 1 SP:Iteration 36Q (601.723124 sec): 3 clusters Score: Raw -3277865.091217 + Penalty 1986.036199 = -3275879.055018 nChanged 2 SP:Iteration 37Q (601.807686 sec): 3 clusters Score: Raw -3277865.119009 + Penalty 1986.036199 = -3275879.082811 nChanged 1 SP:Iteration 38Q (601.889267 sec): 3 clusters Score: Raw -3277865.142649 + Penalty 1986.036199 = -3275879.106451 nChanged 1 SP:Iteration 39Q (601.961363 sec): 3 clusters Score: Raw -3277865.158377 + Penalty 1986.036199 = -3275879.122179 nChanged 1 SP:Iteration 40F (602.054120 sec): 3 clusters Score: Raw -3277865.192945 + Penalty 1986.036199 = -3275879.156746 nChanged 0 Score: Raw -89368971.035383 + Penalty 34077.269399 = -89334893.765984 Splitting cluster 4 changes total score from -89328860.701514 to -89334893.765984 So it's getting split into cluster 8. Trying to split cluster 6 (55687 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (614.213865 sec): 2 clusters Score: Raw -5142573.771064 + Penalty 1038.112691 = -5141535.658373 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (614.336256 sec): 3 clusters Score: Raw -5106473.851379 + Penalty 2076.225381 = -5104397.625998 nChanged 26685 SP:Iteration 1F (614.445162 sec): 3 clusters Score: Raw -5122681.460061 + Penalty 2076.225381 = -5120605.234680 nChanged 3010 SP:Iteration 2F (614.568146 sec): 3 clusters Score: Raw -5124148.693012 + Penalty 2076.225381 = -5122072.467631 nChanged 3476 SP:Iteration 3F (614.688196 sec): 3 clusters Score: Raw -5126153.896259 + Penalty 2076.225381 = -5124077.670878 nChanged 3778 SP:Iteration 4F (614.793648 sec): 3 clusters Score: Raw -5128810.547026 + Penalty 2076.225381 = -5126734.321645 nChanged 3905 SP:Iteration 5F (614.916063 sec): 3 clusters Score: Raw -5131987.888754 + Penalty 2076.225381 = -5129911.663373 nChanged 3635 SP:Iteration 6F (615.028402 sec): 3 clusters Score: Raw -5134661.235493 + Penalty 2076.225381 = -5132585.010112 nChanged 2655 SP:Iteration 7Q (615.143965 sec): 3 clusters Score: Raw -5136192.179957 + Penalty 2076.225381 = -5134115.954576 nChanged 1834 SP:Iteration 8Q (615.268309 sec): 3 clusters Score: Raw -5136918.593849 + Penalty 2076.225381 = -5134842.368468 nChanged 1196 SP:Iteration 9Q (615.398640 sec): 3 clusters Score: Raw -5137373.373682 + Penalty 2076.225381 = -5135297.148301 nChanged 968 SP:Iteration 10Q (615.520684 sec): 3 clusters Score: Raw -5137739.092321 + Penalty 2076.225381 = -5135662.866940 nChanged 964 SP:Iteration 11Q (615.630883 sec): 3 clusters Score: Raw -5138089.952226 + Penalty 2076.225381 = -5136013.726845 nChanged 953 SP:Iteration 12Q (615.755611 sec): 3 clusters Score: Raw -5138463.388858 + Penalty 2076.225381 = -5136387.163477 nChanged 989 SP:Iteration 13Q (615.877244 sec): 3 clusters Score: Raw -5138857.884445 + Penalty 2076.225381 = -5136781.659064 nChanged 957 SP:Iteration 14Q (615.991760 sec): 3 clusters Score: Raw -5139245.808553 + Penalty 2076.225381 = -5137169.583172 nChanged 924 SP:Iteration 15Q (616.111225 sec): 3 clusters Score: Raw -5139650.681989 + Penalty 2076.225381 = -5137574.456608 nChanged 910 SP:Iteration 16Q (616.216159 sec): 3 clusters Score: Raw -5140046.715004 + Penalty 2076.225381 = -5137970.489623 nChanged 879 SP:Iteration 17Q (616.337328 sec): 3 clusters Score: Raw -5140425.023659 + Penalty 2076.225381 = -5138348.798278 nChanged 784 SP:Iteration 18Q (616.459053 sec): 3 clusters Score: Raw -5140772.715904 + Penalty 2076.225381 = -5138696.490523 nChanged 778 SP:Iteration 19Q (616.570993 sec): 3 clusters Score: Raw -5141117.164796 + Penalty 2076.225381 = -5139040.939415 nChanged 732 SP:Iteration 20F (616.680319 sec): 3 clusters Score: Raw -5141426.907430 + Penalty 2076.225381 = -5139350.682049 nChanged 621 SP:Iteration 21Q (616.791842 sec): 3 clusters Score: Raw -5141674.830559 + Penalty 2076.225381 = -5139598.605178 nChanged 557 SP:Iteration 22Q (616.910010 sec): 3 clusters Score: Raw -5141873.036018 + Penalty 2076.225381 = -5139796.810637 nChanged 466 SP:Iteration 23Q (617.020281 sec): 3 clusters Score: Raw -5142027.820140 + Penalty 2076.225381 = -5139951.594759 nChanged 455 SP:Iteration 24Q (617.127691 sec): 3 clusters Score: Raw -5142177.319820 + Penalty 2076.225381 = -5140101.094439 nChanged 399 SP:Iteration 25Q (617.237550 sec): 3 clusters Score: Raw -5142296.504070 + Penalty 2076.225381 = -5140220.278689 nChanged 362 SP:Iteration 26Q (617.339706 sec): 3 clusters Score: Raw -5142399.075881 + Penalty 2076.225381 = -5140322.850500 nChanged 337 SP:Iteration 27Q (617.451141 sec): 3 clusters Score: Raw -5142483.860077 + Penalty 2076.225381 = -5140407.634696 nChanged 287 SP:Iteration 28Q (617.543889 sec): 3 clusters Score: Raw -5142549.945027 + Penalty 2076.225381 = -5140473.719646 nChanged 265 SP:Iteration 29Q (617.653600 sec): 3 clusters Score: Raw -5142607.473235 + Penalty 2076.225381 = -5140531.247854 nChanged 250 SP:Iteration 30Q (617.770345 sec): 3 clusters Score: Raw -5142658.967358 + Penalty 2076.225381 = -5140582.741977 nChanged 226 SP:Iteration 31Q (617.876180 sec): 3 clusters Score: Raw -5142704.883750 + Penalty 2076.225381 = -5140628.658369 nChanged 216 SP:Iteration 32Q (617.983999 sec): 3 clusters Score: Raw -5142745.218319 + Penalty 2076.225381 = -5140668.992938 nChanged 192 SP:Iteration 33Q (618.088429 sec): 3 clusters Score: Raw -5142781.187654 + Penalty 2076.225381 = -5140704.962273 nChanged 177 SP:Iteration 34Q (618.194703 sec): 3 clusters Score: Raw -5142810.125288 + Penalty 2076.225381 = -5140733.899907 nChanged 172 SP:Iteration 35Q (618.280435 sec): 3 clusters Score: Raw -5142840.601027 + Penalty 2076.225381 = -5140764.375646 nChanged 165 SP:Iteration 36Q (618.398483 sec): 3 clusters Score: Raw -5142868.545923 + Penalty 2076.225381 = -5140792.320542 nChanged 148 SP:Iteration 37Q (618.509211 sec): 3 clusters Score: Raw -5142889.983871 + Penalty 2076.225381 = -5140813.758490 nChanged 118 SP:Iteration 38Q (618.606725 sec): 3 clusters Score: Raw -5142907.402224 + Penalty 2076.225381 = -5140831.176843 nChanged 121 SP:Iteration 39Q (618.722370 sec): 3 clusters Score: Raw -5142924.295960 + Penalty 2076.225381 = -5140848.070579 nChanged 120 SP:Iteration 40F (618.832507 sec): 3 clusters Score: Raw -5142941.431732 + Penalty 2076.225381 = -5140865.206351 nChanged 109 SP:Iteration 41Q (618.943742 sec): 3 clusters Score: Raw -5142954.628665 + Penalty 2076.225381 = -5140878.403284 nChanged 89 SP:Iteration 42Q (619.045715 sec): 3 clusters Score: Raw -5142964.593304 + Penalty 2076.225381 = -5140888.367923 nChanged 75 SP:Iteration 43Q (619.155161 sec): 3 clusters Score: Raw -5142973.230437 + Penalty 2076.225381 = -5140897.005056 nChanged 73 SP:Iteration 44Q (619.270453 sec): 3 clusters Score: Raw -5142980.773732 + Penalty 2076.225381 = -5140904.548351 nChanged 65 SP:Iteration 45Q (619.378115 sec): 3 clusters Score: Raw -5142987.123835 + Penalty 2076.225381 = -5140910.898454 nChanged 61 SP:Iteration 46Q (619.485113 sec): 3 clusters Score: Raw -5142992.403978 + Penalty 2076.225381 = -5140916.178596 nChanged 58 SP:Iteration 47Q (619.585869 sec): 3 clusters Score: Raw -5142997.975656 + Penalty 2076.225381 = -5140921.750275 nChanged 60 SP:Iteration 48Q (619.696143 sec): 3 clusters Score: Raw -5143003.887185 + Penalty 2076.225381 = -5140927.661804 nChanged 57 SP:Iteration 49Q (619.793563 sec): 3 clusters Score: Raw -5143010.034642 + Penalty 2076.225381 = -5140933.809261 nChanged 57 SP:Iteration 50Q (619.898504 sec): 3 clusters Score: Raw -5143015.738208 + Penalty 2076.225381 = -5140939.512827 nChanged 57 SP:Iteration 51Q (620.003614 sec): 3 clusters Score: Raw -5143020.965096 + Penalty 2076.225381 = -5140944.739715 nChanged 56 SP:Iteration 52Q (620.119474 sec): 3 clusters Score: Raw -5143026.221516 + Penalty 2076.225381 = -5140949.996135 nChanged 62 SP:Iteration 53Q (620.223427 sec): 3 clusters Score: Raw -5143032.315627 + Penalty 2076.225381 = -5140956.090246 nChanged 53 SP:Iteration 54Q (620.325432 sec): 3 clusters Score: Raw -5143037.885486 + Penalty 2076.225381 = -5140961.660105 nChanged 43 SP:Iteration 55Q (620.431428 sec): 3 clusters Score: Raw -5143041.854546 + Penalty 2076.225381 = -5140965.629165 nChanged 43 SP:Iteration 56Q (620.528343 sec): 3 clusters Score: Raw -5143045.175021 + Penalty 2076.225381 = -5140968.949640 nChanged 35 SP:Iteration 57Q (620.630542 sec): 3 clusters Score: Raw -5143048.181154 + Penalty 2076.225381 = -5140971.955773 nChanged 35 SP:Iteration 58Q (620.719660 sec): 3 clusters Score: Raw -5143052.153490 + Penalty 2076.225381 = -5140975.928109 nChanged 45 SP:Iteration 59Q (620.822600 sec): 3 clusters Score: Raw -5143056.712847 + Penalty 2076.225381 = -5140980.487466 nChanged 43 SP:Iteration 60F (620.939758 sec): 3 clusters Score: Raw -5143061.525653 + Penalty 2076.225381 = -5140985.300272 nChanged 39 SP:Iteration 61Q (621.043236 sec): 3 clusters Score: Raw -5143066.634986 + Penalty 2076.225381 = -5140990.409605 nChanged 38 SP:Iteration 62Q (621.140903 sec): 3 clusters Score: Raw -5143071.207861 + Penalty 2076.225381 = -5140994.982480 nChanged 37 SP:Iteration 63Q (621.250446 sec): 3 clusters Score: Raw -5143076.577403 + Penalty 2076.225381 = -5141000.352022 nChanged 46 SP:Iteration 64Q (621.349659 sec): 3 clusters Score: Raw -5143082.136014 + Penalty 2076.225381 = -5141005.910633 nChanged 32 SP:Iteration 65Q (621.456475 sec): 3 clusters Score: Raw -5143085.955500 + Penalty 2076.225381 = -5141009.730119 nChanged 26 SP:Iteration 66Q (621.551241 sec): 3 clusters Score: Raw -5143087.916649 + Penalty 2076.225381 = -5141011.691268 nChanged 24 SP:Iteration 67Q (621.667656 sec): 3 clusters Score: Raw -5143089.666839 + Penalty 2076.225381 = -5141013.441458 nChanged 24 SP:Iteration 68Q (621.775259 sec): 3 clusters Score: Raw -5143091.999342 + Penalty 2076.225381 = -5141015.773961 nChanged 27 SP:Iteration 69Q (621.880230 sec): 3 clusters Score: Raw -5143093.900710 + Penalty 2076.225381 = -5141017.675329 nChanged 23 SP:Iteration 70Q (621.979134 sec): 3 clusters Score: Raw -5143095.445079 + Penalty 2076.225381 = -5141019.219698 nChanged 25 SP:Iteration 71Q (622.092891 sec): 3 clusters Score: Raw -5143097.474163 + Penalty 2076.225381 = -5141021.248782 nChanged 20 SP:Iteration 72Q (622.177989 sec): 3 clusters Score: Raw -5143098.804360 + Penalty 2076.225381 = -5141022.578979 nChanged 12 SP:Iteration 73Q (622.275820 sec): 3 clusters Score: Raw -5143099.861491 + Penalty 2076.225381 = -5141023.636110 nChanged 17 SP:Iteration 74Q (622.383540 sec): 3 clusters Score: Raw -5143101.446542 + Penalty 2076.225381 = -5141025.221161 nChanged 16 SP:Iteration 75Q (622.482012 sec): 3 clusters Score: Raw -5143102.550382 + Penalty 2076.225381 = -5141026.325001 nChanged 15 SP:Iteration 76Q (622.577972 sec): 3 clusters Score: Raw -5143103.403364 + Penalty 2076.225381 = -5141027.177983 nChanged 10 SP:Iteration 77Q (622.685188 sec): 3 clusters Score: Raw -5143104.212170 + Penalty 2076.225381 = -5141027.986789 nChanged 15 SP:Iteration 78Q (622.785832 sec): 3 clusters Score: Raw -5143105.503851 + Penalty 2076.225381 = -5141029.278470 nChanged 13 SP:Iteration 79Q (622.881738 sec): 3 clusters Score: Raw -5143106.139185 + Penalty 2076.225381 = -5141029.913803 nChanged 6 SP:Iteration 80F (622.992887 sec): 3 clusters Score: Raw -5143106.575090 + Penalty 2076.225381 = -5141030.349709 nChanged 11 SP:Iteration 81Q (623.107141 sec): 3 clusters Score: Raw -5143106.984039 + Penalty 2076.225381 = -5141030.758658 nChanged 5 SP:Iteration 82Q (623.211381 sec): 3 clusters Score: Raw -5143107.286028 + Penalty 2076.225381 = -5141031.060647 nChanged 8 SP:Iteration 83Q (623.314070 sec): 3 clusters Score: Raw -5143107.740063 + Penalty 2076.225381 = -5141031.514682 nChanged 9 SP:Iteration 84Q (623.419328 sec): 3 clusters Score: Raw -5143108.365735 + Penalty 2076.225381 = -5141032.140354 nChanged 8 SP:Iteration 85Q (623.517540 sec): 3 clusters Score: Raw -5143108.922495 + Penalty 2076.225381 = -5141032.697113 nChanged 10 SP:Iteration 86Q (623.622190 sec): 3 clusters Score: Raw -5143109.623453 + Penalty 2076.225381 = -5141033.398072 nChanged 8 SP:Iteration 87Q (623.724427 sec): 3 clusters Score: Raw -5143109.924739 + Penalty 2076.225381 = -5141033.699358 nChanged 5 SP:Iteration 88Q (623.824571 sec): 3 clusters Score: Raw -5143110.128449 + Penalty 2076.225381 = -5141033.903067 nChanged 5 SP:Iteration 89Q (623.940178 sec): 3 clusters Score: Raw -5143110.335279 + Penalty 2076.225381 = -5141034.109898 nChanged 3 SP:Iteration 90Q (624.051573 sec): 3 clusters Score: Raw -5143110.395002 + Penalty 2076.225381 = -5141034.169621 nChanged 2 SP:Iteration 91Q (624.157410 sec): 3 clusters Score: Raw -5143110.442737 + Penalty 2076.225381 = -5141034.217356 nChanged 1 SP:Iteration 92Q (624.261008 sec): 3 clusters Score: Raw -5143110.475974 + Penalty 2076.225381 = -5141034.250593 nChanged 0 SP:Iteration 93F (624.372434 sec): 3 clusters Score: Raw -5143110.475974 + Penalty 2076.225381 = -5141034.250593 nChanged 0 Trying to split cluster 7 (60518 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (624.462910 sec): 2 clusters Score: Raw -5593571.535723 + Penalty 1046.016131 = -5592525.519591 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (624.581258 sec): 3 clusters Score: Raw -5554161.807273 + Penalty 2092.032263 = -5552069.775010 nChanged 29003 SP:Iteration 1F (624.702971 sec): 3 clusters Score: Raw -5571294.711983 + Penalty 2092.032263 = -5569202.679720 nChanged 2602 SP:Iteration 2Q (624.827440 sec): 3 clusters Score: Raw -5572139.039927 + Penalty 2092.032263 = -5570047.007664 nChanged 2970 SP:Iteration 3Q (624.953562 sec): 3 clusters Score: Raw -5573411.349765 + Penalty 2092.032263 = -5571319.317502 nChanged 3675 SP:Iteration 4F (625.074044 sec): 3 clusters Score: Raw -5575398.296494 + Penalty 2092.032263 = -5573306.264231 nChanged 4347 SP:Iteration 5F (625.197183 sec): 3 clusters Score: Raw -5578286.531833 + Penalty 2092.032263 = -5576194.499570 nChanged 4644 SP:Iteration 6F (625.319519 sec): 3 clusters Score: Raw -5581842.270223 + Penalty 2092.032263 = -5579750.237960 nChanged 4242 SP:Iteration 7F (625.444917 sec): 3 clusters Score: Raw -5585304.886888 + Penalty 2092.032263 = -5583212.854626 nChanged 3273 SP:Iteration 8F (625.570192 sec): 3 clusters Score: Raw -5588005.148623 + Penalty 2092.032263 = -5585913.116360 nChanged 2179 SP:Iteration 9Q (625.690488 sec): 3 clusters Score: Raw -5589733.030570 + Penalty 2092.032263 = -5587640.998307 nChanged 1453 SP:Iteration 10Q (625.798429 sec): 3 clusters Score: Raw -5590739.777941 + Penalty 2092.032263 = -5588647.745678 nChanged 1023 SP:Iteration 11Q (625.913482 sec): 3 clusters Score: Raw -5591420.947275 + Penalty 2092.032263 = -5589328.915013 nChanged 792 SP:Iteration 12Q (626.026677 sec): 3 clusters Score: Raw -5591950.713373 + Penalty 2092.032263 = -5589858.681111 nChanged 630 SP:Iteration 13Q (626.133142 sec): 3 clusters Score: Raw -5592370.629314 + Penalty 2092.032263 = -5590278.597051 nChanged 517 SP:Iteration 14Q (626.253678 sec): 3 clusters Score: Raw -5592726.296493 + Penalty 2092.032263 = -5590634.264230 nChanged 437 SP:Iteration 15Q (626.356552 sec): 3 clusters Score: Raw -5592996.836363 + Penalty 2092.032263 = -5590904.804100 nChanged 386 SP:Iteration 16Q (626.477210 sec): 3 clusters Score: Raw -5593234.799129 + Penalty 2092.032263 = -5591142.766866 nChanged 322 SP:Iteration 17Q (626.573836 sec): 3 clusters Score: Raw -5593400.887803 + Penalty 2092.032263 = -5591308.855540 nChanged 278 SP:Iteration 18Q (626.684743 sec): 3 clusters Score: Raw -5593518.139477 + Penalty 2092.032263 = -5591426.107214 nChanged 233 SP:Iteration 19Q (626.789116 sec): 3 clusters Score: Raw -5593611.375691 + Penalty 2092.032263 = -5591519.343429 nChanged 199 SP:Iteration 20F (626.916507 sec): 3 clusters Score: Raw -5593680.504628 + Penalty 2092.032263 = -5591588.472365 nChanged 170 SP:Iteration 21Q (627.028459 sec): 3 clusters Score: Raw -5593730.895433 + Penalty 2092.032263 = -5591638.863170 nChanged 135 SP:Iteration 22Q (627.135618 sec): 3 clusters Score: Raw -5593763.772663 + Penalty 2092.032263 = -5591671.740400 nChanged 109 SP:Iteration 23Q (627.247253 sec): 3 clusters Score: Raw -5593787.815357 + Penalty 2092.032263 = -5591695.783095 nChanged 88 SP:Iteration 24Q (627.359759 sec): 3 clusters Score: Raw -5593802.859577 + Penalty 2092.032263 = -5591710.827314 nChanged 65 SP:Iteration 25Q (627.469031 sec): 3 clusters Score: Raw -5593810.968274 + Penalty 2092.032263 = -5591718.936011 nChanged 53 SP:Iteration 26Q (627.578781 sec): 3 clusters Score: Raw -5593818.193847 + Penalty 2092.032263 = -5591726.161584 nChanged 51 SP:Iteration 27Q (627.684723 sec): 3 clusters Score: Raw -5593825.062785 + Penalty 2092.032263 = -5591733.030522 nChanged 48 SP:Iteration 28Q (627.787743 sec): 3 clusters Score: Raw -5593831.053827 + Penalty 2092.032263 = -5591739.021564 nChanged 51 SP:Iteration 29Q (627.897381 sec): 3 clusters Score: Raw -5593835.776521 + Penalty 2092.032263 = -5591743.744258 nChanged 30 SP:Iteration 30Q (628.001829 sec): 3 clusters Score: Raw -5593838.446629 + Penalty 2092.032263 = -5591746.414366 nChanged 32 SP:Iteration 31Q (628.106469 sec): 3 clusters Score: Raw -5593842.774307 + Penalty 2092.032263 = -5591750.742044 nChanged 35 SP:Iteration 32Q (628.221959 sec): 3 clusters Score: Raw -5593848.027196 + Penalty 2092.032263 = -5591755.994934 nChanged 44 SP:Iteration 33Q (628.332176 sec): 3 clusters Score: Raw -5593853.055959 + Penalty 2092.032263 = -5591761.023696 nChanged 27 SP:Iteration 34Q (628.445182 sec): 3 clusters Score: Raw -5593856.306657 + Penalty 2092.032263 = -5591764.274394 nChanged 30 SP:Iteration 35Q (628.550633 sec): 3 clusters Score: Raw -5593860.064662 + Penalty 2092.032263 = -5591768.032399 nChanged 25 SP:Iteration 36Q (628.661770 sec): 3 clusters Score: Raw -5593862.695701 + Penalty 2092.032263 = -5591770.663438 nChanged 21 SP:Iteration 37Q (628.772731 sec): 3 clusters Score: Raw -5593864.388291 + Penalty 2092.032263 = -5591772.356028 nChanged 17 SP:Iteration 38Q (628.891665 sec): 3 clusters Score: Raw -5593865.436352 + Penalty 2092.032263 = -5591773.404089 nChanged 12 SP:Iteration 39Q (629.014692 sec): 3 clusters Score: Raw -5593866.385659 + Penalty 2092.032263 = -5591774.353396 nChanged 18 SP:Iteration 40F (629.134976 sec): 3 clusters Score: Raw -5593867.973247 + Penalty 2092.032263 = -5591775.940984 nChanged 18 SP:Iteration 41Q (629.246283 sec): 3 clusters Score: Raw -5593869.816871 + Penalty 2092.032263 = -5591777.784608 nChanged 21 SP:Iteration 42Q (629.348718 sec): 3 clusters Score: Raw -5593871.594373 + Penalty 2092.032263 = -5591779.562110 nChanged 15 SP:Iteration 43Q (629.449879 sec): 3 clusters Score: Raw -5593872.799710 + Penalty 2092.032263 = -5591780.767447 nChanged 10 SP:Iteration 44Q (629.562719 sec): 3 clusters Score: Raw -5593873.395594 + Penalty 2092.032263 = -5591781.363331 nChanged 5 SP:Iteration 45Q (629.672901 sec): 3 clusters Score: Raw -5593873.715650 + Penalty 2092.032263 = -5591781.683387 nChanged 7 SP:Iteration 46Q (629.776094 sec): 3 clusters Score: Raw -5593874.016813 + Penalty 2092.032263 = -5591781.984550 nChanged 4 SP:Iteration 47Q (629.887027 sec): 3 clusters Score: Raw -5593874.216558 + Penalty 2092.032263 = -5591782.184295 nChanged 2 SP:Iteration 48Q (629.995662 sec): 3 clusters Score: Raw -5593874.281716 + Penalty 2092.032263 = -5591782.249453 nChanged 1 SP:Iteration 49Q (630.098276 sec): 3 clusters Score: Raw -5593874.350952 + Penalty 2092.032263 = -5591782.318689 nChanged 2 SP:Iteration 50Q (630.198749 sec): 3 clusters Score: Raw -5593874.433618 + Penalty 2092.032263 = -5591782.401355 nChanged 1 SP:Iteration 51Q (630.300636 sec): 3 clusters Score: Raw -5593874.540256 + Penalty 2092.032263 = -5591782.507993 nChanged 3 SP:Iteration 52Q (630.416483 sec): 3 clusters Score: Raw -5593874.663052 + Penalty 2092.032263 = -5591782.630789 nChanged 4 SP:Iteration 53Q (630.523321 sec): 3 clusters Score: Raw -5593874.879710 + Penalty 2092.032263 = -5591782.847447 nChanged 3 SP:Iteration 54Q (630.632515 sec): 3 clusters Score: Raw -5593875.078284 + Penalty 2092.032263 = -5591783.046021 nChanged 5 SP:Iteration 55Q (630.740991 sec): 3 clusters Score: Raw -5593875.336057 + Penalty 2092.032263 = -5591783.303794 nChanged 5 SP:Iteration 56Q (630.846839 sec): 3 clusters Score: Raw -5593875.603354 + Penalty 2092.032263 = -5591783.571091 nChanged 3 SP:Iteration 57Q (630.958965 sec): 3 clusters Score: Raw -5593875.764795 + Penalty 2092.032263 = -5591783.732532 nChanged 2 SP:Iteration 58Q (631.070501 sec): 3 clusters Score: Raw -5593875.858711 + Penalty 2092.032263 = -5591783.826448 nChanged 1 SP:Iteration 59Q (631.181978 sec): 3 clusters Score: Raw -5593875.882030 + Penalty 2092.032263 = -5591783.849767 nChanged 0 SP:Iteration 60F (631.299714 sec): 3 clusters Score: Raw -5593875.882030 + Penalty 2092.032263 = -5591783.849767 nChanged 0 Trying to split cluster 9 (2167 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (631.320899 sec): 2 clusters Score: Raw -197151.011556 + Penalty 729.704405 = -196421.307151 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (631.371717 sec): 3 clusters Score: Raw -196102.497868 + Penalty 1459.408810 = -194643.089058 nChanged 826 SP:Iteration 1F (631.417186 sec): 3 clusters Score: Raw -196705.053131 + Penalty 1459.408810 = -195245.644321 nChanged 204 SP:Iteration 2F (631.467279 sec): 3 clusters Score: Raw -196907.461913 + Penalty 1459.408810 = -195448.053103 nChanged 173 SP:Iteration 3F (631.526712 sec): 3 clusters Score: Raw -197064.713943 + Penalty 1459.408810 = -195605.305133 nChanged 142 SP:Iteration 4F (631.578908 sec): 3 clusters Score: Raw -197190.306005 + Penalty 1459.408810 = -195730.897195 nChanged 96 SP:Iteration 5Q (631.622034 sec): 3 clusters Score: Raw -197258.833071 + Penalty 1459.408810 = -195799.424261 nChanged 63 SP:Iteration 6Q (631.660117 sec): 3 clusters Score: Raw -197310.900453 + Penalty 1459.408810 = -195851.491643 nChanged 60 SP:Iteration 7Q (631.711505 sec): 3 clusters Score: Raw -197357.521147 + Penalty 1459.408810 = -195898.112337 nChanged 49 SP:Iteration 8Q (631.771147 sec): 3 clusters Score: Raw -197402.235319 + Penalty 1459.408810 = -195942.826509 nChanged 49 SP:Iteration 9Q (631.825382 sec): 3 clusters Score: Raw -197446.737933 + Penalty 1459.408810 = -195987.329123 nChanged 51 SP:Iteration 10Q (631.864842 sec): 3 clusters Score: Raw -197493.671838 + Penalty 1459.408810 = -196034.263028 nChanged 35 SP:Iteration 11Q (631.919007 sec): 3 clusters Score: Raw -197517.213672 + Penalty 1459.408810 = -196057.804862 nChanged 26 SP:Iteration 12Q (631.961788 sec): 3 clusters Score: Raw -197531.677131 + Penalty 1459.408810 = -196072.268321 nChanged 20 SP:Iteration 13Q (632.016622 sec): 3 clusters Score: Raw -197544.544405 + Penalty 1459.408810 = -196085.135595 nChanged 14 SP:Iteration 14Q (632.067710 sec): 3 clusters Score: Raw -197550.788207 + Penalty 1459.408810 = -196091.379396 nChanged 13 SP:Iteration 15Q (632.108887 sec): 3 clusters Score: Raw -197559.026627 + Penalty 1459.408810 = -196099.617817 nChanged 14 SP:Iteration 16Q (632.171020 sec): 3 clusters Score: Raw -197567.760253 + Penalty 1459.408810 = -196108.351443 nChanged 10 SP:Iteration 17Q (632.215510 sec): 3 clusters Score: Raw -197572.701287 + Penalty 1459.408810 = -196113.292477 nChanged 6 SP:Iteration 18Q (632.258201 sec): 3 clusters Score: Raw -197575.022487 + Penalty 1459.408810 = -196115.613677 nChanged 6 SP:Iteration 19Q (632.310372 sec): 3 clusters Score: Raw -197577.314263 + Penalty 1459.408810 = -196117.905453 nChanged 3 SP:Iteration 20F (632.357929 sec): 3 clusters Score: Raw -197578.174497 + Penalty 1459.408810 = -196118.765687 nChanged 2 SP:Iteration 21Q (632.405507 sec): 3 clusters Score: Raw -197578.523035 + Penalty 1459.408810 = -196119.114225 nChanged 4 SP:Iteration 22Q (632.456802 sec): 3 clusters Score: Raw -197579.434959 + Penalty 1459.408810 = -196120.026149 nChanged 1 SP:Iteration 23Q (632.498984 sec): 3 clusters Score: Raw -197579.588151 + Penalty 1459.408810 = -196120.179341 nChanged 2 SP:Iteration 24Q (632.542035 sec): 3 clusters Score: Raw -197579.939879 + Penalty 1459.408810 = -196120.531069 nChanged 2 SP:Iteration 25Q (632.580873 sec): 3 clusters Score: Raw -197580.204594 + Penalty 1459.408810 = -196120.795784 nChanged 0 SP:Iteration 26F (632.634347 sec): 3 clusters Score: Raw -197580.204594 + Penalty 1459.408810 = -196120.795784 nChanged 0 Trying to split cluster 10 (137044 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (632.804806 sec): 2 clusters Score: Raw -12731399.024778 + Penalty 1123.665446 = -12730275.359332 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (633.024037 sec): 3 clusters Score: Raw -12640648.503878 + Penalty 2247.330891 = -12638401.172987 nChanged 66372 SP:Iteration 1F (633.237623 sec): 3 clusters Score: Raw -12681298.384495 + Penalty 2247.330891 = -12679051.053604 nChanged 6339 SP:Iteration 2Q (633.457217 sec): 3 clusters Score: Raw -12685178.453754 + Penalty 2247.330891 = -12682931.122863 nChanged 7443 SP:Iteration 3F (633.668644 sec): 3 clusters Score: Raw -12693212.956251 + Penalty 2247.330891 = -12690965.625360 nChanged 8695 SP:Iteration 4F (633.888019 sec): 3 clusters Score: Raw -12707073.515566 + Penalty 2247.330891 = -12704826.184675 nChanged 10656 SP:Iteration 5F (634.114017 sec): 3 clusters Score: Raw -12719390.217334 + Penalty 2247.330891 = -12717142.886443 nChanged 11568 SP:Iteration 6F (634.332609 sec): 3 clusters Score: Raw -12728024.400037 + Penalty 2247.330891 = -12725777.069146 nChanged 9573 SP:Iteration 7F (634.537112 sec): 3 clusters Score: Raw -12734400.540507 + Penalty 2247.330891 = -12732153.209616 nChanged 8140 SP:Iteration 8F (634.755561 sec): 3 clusters Score: Raw -12740148.468474 + Penalty 2247.330891 = -12737901.137583 nChanged 7330 SP:Iteration 9F (634.964904 sec): 3 clusters Score: Raw -12745696.223446 + Penalty 2247.330891 = -12743448.892555 nChanged 6080 SP:Iteration 10Q (635.191982 sec): 3 clusters Score: Raw -12749662.437980 + Penalty 2247.330891 = -12747415.107089 nChanged 4028 SP:Iteration 11Q (635.405442 sec): 3 clusters Score: Raw -12751622.394097 + Penalty 2247.330891 = -12749375.063206 nChanged 2598 SP:Iteration 12Q (635.613467 sec): 3 clusters Score: Raw -12752603.130448 + Penalty 2247.330891 = -12750355.799557 nChanged 1715 SP:Iteration 13Q (635.828490 sec): 3 clusters Score: Raw -12753075.845869 + Penalty 2247.330891 = -12750828.514978 nChanged 1070 SP:Iteration 14Q (636.046983 sec): 3 clusters Score: Raw -12753268.511834 + Penalty 2247.330891 = -12751021.180943 nChanged 605 SP:Iteration 15Q (636.268309 sec): 3 clusters Score: Raw -12753330.737330 + Penalty 2247.330891 = -12751083.406439 nChanged 334 SP:Iteration 16Q (636.490020 sec): 3 clusters Score: Raw -12753354.509647 + Penalty 2247.330891 = -12751107.178756 nChanged 219 SP:Iteration 17Q (636.710986 sec): 3 clusters Score: Raw -12753364.589708 + Penalty 2247.330891 = -12751117.258816 nChanged 135 SP:Iteration 18Q (636.930114 sec): 3 clusters Score: Raw -12753369.094083 + Penalty 2247.330891 = -12751121.763192 nChanged 99 SP:Iteration 19Q (637.155876 sec): 3 clusters Score: Raw -12753371.312429 + Penalty 2247.330891 = -12751123.981538 nChanged 76 SP:Iteration 20F (637.374791 sec): 3 clusters Score: Raw -12753372.830512 + Penalty 2247.330891 = -12751125.499621 nChanged 72 SP:Iteration 21Q (637.594009 sec): 3 clusters Score: Raw -12753374.191771 + Penalty 2247.330891 = -12751126.860880 nChanged 53 SP:Iteration 22Q (637.805205 sec): 3 clusters Score: Raw -12753375.022079 + Penalty 2247.330891 = -12751127.691188 nChanged 49 SP:Iteration 23Q (638.015398 sec): 3 clusters Score: Raw -12753375.860733 + Penalty 2247.330891 = -12751128.529842 nChanged 50 SP:Iteration 24Q (638.236166 sec): 3 clusters Score: Raw -12753376.536778 + Penalty 2247.330891 = -12751129.205887 nChanged 43 SP:Iteration 25Q (638.446668 sec): 3 clusters Score: Raw -12753377.300990 + Penalty 2247.330891 = -12751129.970099 nChanged 51 SP:Iteration 26Q (638.668752 sec): 3 clusters Score: Raw -12753378.111944 + Penalty 2247.330891 = -12751130.781053 nChanged 46 SP:Iteration 27Q (638.865944 sec): 3 clusters Score: Raw -12753378.693276 + Penalty 2247.330891 = -12751131.362385 nChanged 30 SP:Iteration 28Q (639.082678 sec): 3 clusters Score: Raw -12753378.990165 + Penalty 2247.330891 = -12751131.659274 nChanged 26 SP:Iteration 29Q (639.322672 sec): 3 clusters Score: Raw -12753379.203743 + Penalty 2247.330891 = -12751131.872852 nChanged 17 SP:Iteration 30Q (639.543294 sec): 3 clusters Score: Raw -12753379.329332 + Penalty 2247.330891 = -12751131.998441 nChanged 16 SP:Iteration 31Q (639.744694 sec): 3 clusters Score: Raw -12753379.430494 + Penalty 2247.330891 = -12751132.099603 nChanged 8 SP:Iteration 32Q (639.961678 sec): 3 clusters Score: Raw -12753379.493336 + Penalty 2247.330891 = -12751132.162445 nChanged 9 SP:Iteration 33Q (640.175898 sec): 3 clusters Score: Raw -12753379.559571 + Penalty 2247.330891 = -12751132.228680 nChanged 10 SP:Iteration 34Q (640.395386 sec): 3 clusters Score: Raw -12753379.625411 + Penalty 2247.330891 = -12751132.294520 nChanged 6 SP:Iteration 35Q (640.616867 sec): 3 clusters Score: Raw -12753379.651265 + Penalty 2247.330891 = -12751132.320374 nChanged 8 SP:Iteration 36Q (640.822936 sec): 3 clusters Score: Raw -12753379.732134 + Penalty 2247.330891 = -12751132.401243 nChanged 9 SP:Iteration 37Q (641.035915 sec): 3 clusters Score: Raw -12753379.803752 + Penalty 2247.330891 = -12751132.472861 nChanged 9 SP:Iteration 38Q (641.228562 sec): 3 clusters Score: Raw -12753379.870620 + Penalty 2247.330891 = -12751132.539729 nChanged 10 SP:Iteration 39Q (641.433972 sec): 3 clusters Score: Raw -12753379.942655 + Penalty 2247.330891 = -12751132.611764 nChanged 7 SP:Iteration 40F (641.647085 sec): 3 clusters Score: Raw -12753379.979488 + Penalty 2247.330891 = -12751132.648597 nChanged 5 SP:Iteration 41Q (641.849809 sec): 3 clusters Score: Raw -12753380.006512 + Penalty 2247.330891 = -12751132.675621 nChanged 4 SP:Iteration 42Q (642.059920 sec): 3 clusters Score: Raw -12753380.047332 + Penalty 2247.330891 = -12751132.716441 nChanged 5 SP:Iteration 43Q (642.272169 sec): 3 clusters Score: Raw -12753380.072564 + Penalty 2247.330891 = -12751132.741673 nChanged 4 SP:Iteration 44Q (642.479387 sec): 3 clusters Score: Raw -12753380.109658 + Penalty 2247.330891 = -12751132.778767 nChanged 5 SP:Iteration 45Q (642.698165 sec): 3 clusters Score: Raw -12753380.155352 + Penalty 2247.330891 = -12751132.824461 nChanged 6 SP:Iteration 46Q (642.908754 sec): 3 clusters Score: Raw -12753380.202385 + Penalty 2247.330891 = -12751132.871494 nChanged 3 SP:Iteration 47Q (643.112004 sec): 3 clusters Score: Raw -12753380.221453 + Penalty 2247.330891 = -12751132.890562 nChanged 3 SP:Iteration 48Q (643.320073 sec): 3 clusters Score: Raw -12753380.241527 + Penalty 2247.330891 = -12751132.910636 nChanged 4 SP:Iteration 49Q (643.528220 sec): 3 clusters Score: Raw -12753380.260429 + Penalty 2247.330891 = -12751132.929538 nChanged 3 SP:Iteration 50Q (643.745105 sec): 3 clusters Score: Raw -12753380.280468 + Penalty 2247.330891 = -12751132.949577 nChanged 2 SP:Iteration 51Q (643.964758 sec): 3 clusters Score: Raw -12753380.294402 + Penalty 2247.330891 = -12751132.963511 nChanged 3 SP:Iteration 52Q (644.174485 sec): 3 clusters Score: Raw -12753380.310230 + Penalty 2247.330891 = -12751132.979339 nChanged 2 SP:Iteration 53Q (644.398115 sec): 3 clusters Score: Raw -12753380.317847 + Penalty 2247.330891 = -12751132.986956 nChanged 2 SP:Iteration 54Q (644.614803 sec): 3 clusters Score: Raw -12753380.323184 + Penalty 2247.330891 = -12751132.992293 nChanged 1 SP:Iteration 55Q (644.829053 sec): 3 clusters Score: Raw -12753380.326878 + Penalty 2247.330891 = -12751132.995987 nChanged 0 SP:Iteration 56F (645.051940 sec): 3 clusters Score: Raw -12753380.326878 + Penalty 2247.330891 = -12751132.995987 nChanged 0 Score: Raw -89390952.337487 + Penalty 35387.933607 = -89355564.403881 Splitting cluster 10 changes total score from -89328860.701514 to -89355564.403881 So it's getting split into cluster 27. Trying to split cluster 11 (1004 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (657.743345 sec): 2 clusters Score: Raw -83820.218288 + Penalty 656.615994 = -83163.602294 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (657.788573 sec): 3 clusters Score: Raw -83537.160304 + Penalty 1313.231987 = -82223.928317 nChanged 374 SP:Iteration 1F (657.825187 sec): 3 clusters Score: Raw -84196.475871 + Penalty 1313.231987 = -82883.243884 nChanged 126 SP:Iteration 2F (657.869068 sec): 3 clusters Score: Raw -84522.609565 + Penalty 1313.231987 = -83209.377578 nChanged 63 SP:Iteration 3F (657.921711 sec): 3 clusters Score: Raw -84649.698166 + Penalty 1313.231987 = -83336.466179 nChanged 30 SP:Iteration 4Q (657.959333 sec): 3 clusters Score: Raw -84695.206016 + Penalty 1313.231987 = -83381.974029 nChanged 17 SP:Iteration 5Q (658.010438 sec): 3 clusters Score: Raw -84708.215830 + Penalty 1313.231987 = -83394.983843 nChanged 6 SP:Iteration 6Q (658.054615 sec): 3 clusters Score: Raw -84713.941391 + Penalty 1313.231987 = -83400.709404 nChanged 5 SP:Iteration 7Q (658.107697 sec): 3 clusters Score: Raw -84717.876856 + Penalty 1313.231987 = -83404.644869 nChanged 5 SP:Iteration 8Q (658.145098 sec): 3 clusters Score: Raw -84722.225149 + Penalty 1313.231987 = -83408.993162 nChanged 6 SP:Iteration 9Q (658.203169 sec): 3 clusters Score: Raw -84727.143019 + Penalty 1313.231987 = -83413.911032 nChanged 2 SP:Iteration 10Q (658.252544 sec): 3 clusters Score: Raw -84727.905728 + Penalty 1313.231987 = -83414.673741 nChanged 0 SP:Iteration 11F (658.304844 sec): 3 clusters Score: Raw -84727.905728 + Penalty 1313.231987 = -83414.673741 nChanged 0 Score: Raw -89391860.024928 + Penalty 36698.597814 = -89355161.427114 Splitting cluster 11 changes total score from -89328860.701514 to -89355161.427114 So it's getting split into cluster 28. Trying to split cluster 12 (25949 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (671.096006 sec): 2 clusters Score: Raw -2281836.479658 + Penalty 965.569393 = -2280870.910265 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (671.173983 sec): 3 clusters Score: Raw -2265472.051377 + Penalty 1931.138787 = -2263540.912590 nChanged 12181 SP:Iteration 1F (671.254822 sec): 3 clusters Score: Raw -2272698.553376 + Penalty 1931.138787 = -2270767.414589 nChanged 1289 SP:Iteration 2Q (671.322052 sec): 3 clusters Score: Raw -2273184.149319 + Penalty 1931.138787 = -2271253.010532 nChanged 1216 SP:Iteration 3Q (671.402789 sec): 3 clusters Score: Raw -2273668.186678 + Penalty 1931.138787 = -2271737.047891 nChanged 1204 SP:Iteration 4Q (671.488590 sec): 3 clusters Score: Raw -2274188.780190 + Penalty 1931.138787 = -2272257.641403 nChanged 1223 SP:Iteration 5Q (671.570076 sec): 3 clusters Score: Raw -2274752.466955 + Penalty 1931.138787 = -2272821.328168 nChanged 1239 SP:Iteration 6Q (671.637380 sec): 3 clusters Score: Raw -2275365.663162 + Penalty 1931.138787 = -2273434.524376 nChanged 1260 SP:Iteration 7Q (671.723752 sec): 3 clusters Score: Raw -2276068.775317 + Penalty 1931.138787 = -2274137.636530 nChanged 1362 SP:Iteration 8F (671.803351 sec): 3 clusters Score: Raw -2276848.437096 + Penalty 1931.138787 = -2274917.298309 nChanged 1356 SP:Iteration 9F (671.879389 sec): 3 clusters Score: Raw -2277712.063034 + Penalty 1931.138787 = -2275780.924247 nChanged 1420 SP:Iteration 10F (671.960812 sec): 3 clusters Score: Raw -2278694.190109 + Penalty 1931.138787 = -2276763.051322 nChanged 1314 SP:Iteration 11F (672.039805 sec): 3 clusters Score: Raw -2279637.465949 + Penalty 1931.138787 = -2277706.327162 nChanged 1086 SP:Iteration 12Q (672.115121 sec): 3 clusters Score: Raw -2280447.497937 + Penalty 1931.138787 = -2278516.359150 nChanged 794 SP:Iteration 13Q (672.193431 sec): 3 clusters Score: Raw -2281052.768388 + Penalty 1931.138787 = -2279121.629601 nChanged 511 SP:Iteration 14Q (672.269218 sec): 3 clusters Score: Raw -2281436.058143 + Penalty 1931.138787 = -2279504.919356 nChanged 300 SP:Iteration 15Q (672.343466 sec): 3 clusters Score: Raw -2281641.771526 + Penalty 1931.138787 = -2279710.632739 nChanged 168 SP:Iteration 16Q (672.414765 sec): 3 clusters Score: Raw -2281763.977627 + Penalty 1931.138787 = -2279832.838840 nChanged 97 SP:Iteration 17Q (672.479434 sec): 3 clusters Score: Raw -2281833.934780 + Penalty 1931.138787 = -2279902.795993 nChanged 72 SP:Iteration 18Q (672.557496 sec): 3 clusters Score: Raw -2281886.515283 + Penalty 1931.138787 = -2279955.376496 nChanged 51 SP:Iteration 19Q (672.635781 sec): 3 clusters Score: Raw -2281928.854707 + Penalty 1931.138787 = -2279997.715920 nChanged 29 SP:Iteration 20F (672.715684 sec): 3 clusters Score: Raw -2281954.610522 + Penalty 1931.138787 = -2280023.471735 nChanged 16 SP:Iteration 21Q (672.774542 sec): 3 clusters Score: Raw -2281969.479382 + Penalty 1931.138787 = -2280038.340595 nChanged 14 SP:Iteration 22Q (672.853295 sec): 3 clusters Score: Raw -2281980.854500 + Penalty 1931.138787 = -2280049.715713 nChanged 7 SP:Iteration 23Q (672.925901 sec): 3 clusters Score: Raw -2281988.116792 + Penalty 1931.138787 = -2280056.978005 nChanged 8 SP:Iteration 24Q (672.997439 sec): 3 clusters Score: Raw -2281992.105832 + Penalty 1931.138787 = -2280060.967045 nChanged 6 SP:Iteration 25Q (673.073712 sec): 3 clusters Score: Raw -2281996.671789 + Penalty 1931.138787 = -2280065.533002 nChanged 3 SP:Iteration 26Q (673.139633 sec): 3 clusters Score: Raw -2281998.018653 + Penalty 1931.138787 = -2280066.879866 nChanged 1 SP:Iteration 27Q (673.217402 sec): 3 clusters Score: Raw -2281998.171561 + Penalty 1931.138787 = -2280067.032774 nChanged 0 SP:Iteration 28F (673.292351 sec): 3 clusters Score: Raw -2281998.171561 + Penalty 1931.138787 = -2280067.032774 nChanged 0 Trying to split cluster 13 (74497 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (673.406594 sec): 2 clusters Score: Raw -7022738.111007 + Penalty 1065.758843 = -7021672.352164 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (673.549701 sec): 3 clusters Score: Raw -6973854.779039 + Penalty 2131.517686 = -6971723.261354 nChanged 35994 SP:Iteration 1F (673.689594 sec): 3 clusters Score: Raw -6997085.316802 + Penalty 2131.517686 = -6994953.799116 nChanged 4760 SP:Iteration 2F (673.825496 sec): 3 clusters Score: Raw -7001640.266624 + Penalty 2131.517686 = -6999508.748939 nChanged 6469 SP:Iteration 3F (673.966594 sec): 3 clusters Score: Raw -7008067.947357 + Penalty 2131.517686 = -7005936.429671 nChanged 7167 SP:Iteration 4F (674.098310 sec): 3 clusters Score: Raw -7014982.207219 + Penalty 2131.517686 = -7012850.689533 nChanged 6405 SP:Iteration 5F (674.242006 sec): 3 clusters Score: Raw -7020520.129067 + Penalty 2131.517686 = -7018388.611381 nChanged 4623 SP:Iteration 6F (674.381448 sec): 3 clusters Score: Raw -7023555.089649 + Penalty 2131.517686 = -7021423.571963 nChanged 3085 SP:Iteration 7Q (674.520161 sec): 3 clusters Score: Raw -7025152.300121 + Penalty 2131.517686 = -7023020.782436 nChanged 2168 SP:Iteration 8Q (674.653224 sec): 3 clusters Score: Raw -7026018.109367 + Penalty 2131.517686 = -7023886.591681 nChanged 1533 SP:Iteration 9Q (674.796768 sec): 3 clusters Score: Raw -7026523.382531 + Penalty 2131.517686 = -7024391.864845 nChanged 1174 SP:Iteration 10Q (674.938583 sec): 3 clusters Score: Raw -7026801.317539 + Penalty 2131.517686 = -7024669.799853 nChanged 850 SP:Iteration 11Q (675.078487 sec): 3 clusters Score: Raw -7026959.947324 + Penalty 2131.517686 = -7024828.429639 nChanged 665 SP:Iteration 12Q (675.214373 sec): 3 clusters Score: Raw -7027066.744406 + Penalty 2131.517686 = -7024935.226720 nChanged 516 SP:Iteration 13Q (675.359564 sec): 3 clusters Score: Raw -7027129.098852 + Penalty 2131.517686 = -7024997.581166 nChanged 406 SP:Iteration 14Q (675.509299 sec): 3 clusters Score: Raw -7027169.370239 + Penalty 2131.517686 = -7025037.852553 nChanged 326 SP:Iteration 15Q (675.639683 sec): 3 clusters Score: Raw -7027198.807406 + Penalty 2131.517686 = -7025067.289720 nChanged 285 SP:Iteration 16Q (675.774094 sec): 3 clusters Score: Raw -7027223.018971 + Penalty 2131.517686 = -7025091.501286 nChanged 257 SP:Iteration 17Q (675.911935 sec): 3 clusters Score: Raw -7027242.769607 + Penalty 2131.517686 = -7025111.251921 nChanged 216 SP:Iteration 18Q (676.051575 sec): 3 clusters Score: Raw -7027257.666026 + Penalty 2131.517686 = -7025126.148341 nChanged 201 SP:Iteration 19Q (676.190295 sec): 3 clusters Score: Raw -7027270.691997 + Penalty 2131.517686 = -7025139.174311 nChanged 184 SP:Iteration 20F (676.326503 sec): 3 clusters Score: Raw -7027280.178467 + Penalty 2131.517686 = -7025148.660781 nChanged 149 SP:Iteration 21Q (676.461940 sec): 3 clusters Score: Raw -7027286.569233 + Penalty 2131.517686 = -7025155.051548 nChanged 125 SP:Iteration 22Q (676.605775 sec): 3 clusters Score: Raw -7027291.931464 + Penalty 2131.517686 = -7025160.413778 nChanged 117 SP:Iteration 23Q (676.739830 sec): 3 clusters Score: Raw -7027296.872181 + Penalty 2131.517686 = -7025165.354495 nChanged 108 SP:Iteration 24Q (676.877430 sec): 3 clusters Score: Raw -7027300.715813 + Penalty 2131.517686 = -7025169.198127 nChanged 93 SP:Iteration 25Q (677.014244 sec): 3 clusters Score: Raw -7027303.885739 + Penalty 2131.517686 = -7025172.368053 nChanged 90 SP:Iteration 26Q (677.166781 sec): 3 clusters Score: Raw -7027306.732800 + Penalty 2131.517686 = -7025175.215114 nChanged 89 SP:Iteration 27Q (677.299755 sec): 3 clusters Score: Raw -7027309.588904 + Penalty 2131.517686 = -7025178.071218 nChanged 87 SP:Iteration 28Q (677.443062 sec): 3 clusters Score: Raw -7027312.504621 + Penalty 2131.517686 = -7025180.986935 nChanged 76 SP:Iteration 29Q (677.587580 sec): 3 clusters Score: Raw -7027315.442361 + Penalty 2131.517686 = -7025183.924676 nChanged 90 SP:Iteration 30Q (677.729547 sec): 3 clusters Score: Raw -7027318.556705 + Penalty 2131.517686 = -7025187.039019 nChanged 88 SP:Iteration 31Q (677.865994 sec): 3 clusters Score: Raw -7027321.259353 + Penalty 2131.517686 = -7025189.741667 nChanged 84 SP:Iteration 32Q (678.008673 sec): 3 clusters Score: Raw -7027323.791712 + Penalty 2131.517686 = -7025192.274027 nChanged 84 SP:Iteration 33Q (678.149568 sec): 3 clusters Score: Raw -7027326.891267 + Penalty 2131.517686 = -7025195.373581 nChanged 93 SP:Iteration 34Q (678.284757 sec): 3 clusters Score: Raw -7027330.605723 + Penalty 2131.517686 = -7025199.088037 nChanged 81 SP:Iteration 35Q (678.421943 sec): 3 clusters Score: Raw -7027333.801261 + Penalty 2131.517686 = -7025202.283576 nChanged 87 SP:Iteration 36Q (678.550283 sec): 3 clusters Score: Raw -7027337.471935 + Penalty 2131.517686 = -7025205.954249 nChanged 93 SP:Iteration 37Q (678.690190 sec): 3 clusters Score: Raw -7027341.232170 + Penalty 2131.517686 = -7025209.714485 nChanged 92 SP:Iteration 38Q (678.821985 sec): 3 clusters Score: Raw -7027344.626844 + Penalty 2131.517686 = -7025213.109159 nChanged 75 SP:Iteration 39Q (678.959478 sec): 3 clusters Score: Raw -7027347.153743 + Penalty 2131.517686 = -7025215.636058 nChanged 72 SP:Iteration 40F (679.100303 sec): 3 clusters Score: Raw -7027349.370049 + Penalty 2131.517686 = -7025217.852363 nChanged 58 SP:Iteration 41Q (679.234187 sec): 3 clusters Score: Raw -7027350.741594 + Penalty 2131.517686 = -7025219.223908 nChanged 65 SP:Iteration 42Q (679.371956 sec): 3 clusters Score: Raw -7027352.860479 + Penalty 2131.517686 = -7025221.342793 nChanged 91 SP:Iteration 43Q (679.515547 sec): 3 clusters Score: Raw -7027356.854521 + Penalty 2131.517686 = -7025225.336835 nChanged 98 SP:Iteration 44Q (679.647745 sec): 3 clusters Score: Raw -7027360.835707 + Penalty 2131.517686 = -7025229.318022 nChanged 91 SP:Iteration 45Q (679.784940 sec): 3 clusters Score: Raw -7027363.777462 + Penalty 2131.517686 = -7025232.259776 nChanged 79 SP:Iteration 46Q (679.932041 sec): 3 clusters Score: Raw -7027365.595274 + Penalty 2131.517686 = -7025234.077588 nChanged 67 SP:Iteration 47Q (680.067405 sec): 3 clusters Score: Raw -7027367.365233 + Penalty 2131.517686 = -7025235.847547 nChanged 66 SP:Iteration 48Q (680.209412 sec): 3 clusters Score: Raw -7027369.112213 + Penalty 2131.517686 = -7025237.594528 nChanged 53 SP:Iteration 49Q (680.347586 sec): 3 clusters Score: Raw -7027370.539395 + Penalty 2131.517686 = -7025239.021710 nChanged 58 SP:Iteration 50Q (680.495917 sec): 3 clusters Score: Raw -7027371.841374 + Penalty 2131.517686 = -7025240.323688 nChanged 48 SP:Iteration 51Q (680.631882 sec): 3 clusters Score: Raw -7027372.834919 + Penalty 2131.517686 = -7025241.317234 nChanged 49 SP:Iteration 52Q (680.772856 sec): 3 clusters Score: Raw -7027373.720989 + Penalty 2131.517686 = -7025242.203304 nChanged 36 SP:Iteration 53Q (680.927158 sec): 3 clusters Score: Raw -7027374.344252 + Penalty 2131.517686 = -7025242.826566 nChanged 51 SP:Iteration 54Q (681.078178 sec): 3 clusters Score: Raw -7027375.530062 + Penalty 2131.517686 = -7025244.012376 nChanged 55 SP:Iteration 55Q (681.208385 sec): 3 clusters Score: Raw -7027376.683933 + Penalty 2131.517686 = -7025245.166247 nChanged 46 SP:Iteration 56Q (681.333735 sec): 3 clusters Score: Raw -7027377.828559 + Penalty 2131.517686 = -7025246.310873 nChanged 61 SP:Iteration 57Q (681.474859 sec): 3 clusters Score: Raw -7027379.120377 + Penalty 2131.517686 = -7025247.602691 nChanged 55 SP:Iteration 58Q (681.608199 sec): 3 clusters Score: Raw -7027380.340419 + Penalty 2131.517686 = -7025248.822734 nChanged 56 SP:Iteration 59Q (681.753463 sec): 3 clusters Score: Raw -7027381.732388 + Penalty 2131.517686 = -7025250.214702 nChanged 55 SP:Iteration 60F (681.892973 sec): 3 clusters Score: Raw -7027382.961670 + Penalty 2131.517686 = -7025251.443985 nChanged 44 SP:Iteration 61Q (682.028973 sec): 3 clusters Score: Raw -7027384.053529 + Penalty 2131.517686 = -7025252.535843 nChanged 61 SP:Iteration 62Q (682.175017 sec): 3 clusters Score: Raw -7027385.647599 + Penalty 2131.517686 = -7025254.129914 nChanged 56 SP:Iteration 63Q (682.309695 sec): 3 clusters Score: Raw -7027387.014608 + Penalty 2131.517686 = -7025255.496923 nChanged 57 SP:Iteration 64Q (682.465273 sec): 3 clusters Score: Raw -7027388.132001 + Penalty 2131.517686 = -7025256.614316 nChanged 39 SP:Iteration 65Q (682.599495 sec): 3 clusters Score: Raw -7027388.825644 + Penalty 2131.517686 = -7025257.307958 nChanged 42 SP:Iteration 66Q (682.745944 sec): 3 clusters Score: Raw -7027389.648290 + Penalty 2131.517686 = -7025258.130604 nChanged 46 SP:Iteration 67Q (682.881794 sec): 3 clusters Score: Raw -7027390.565181 + Penalty 2131.517686 = -7025259.047495 nChanged 35 SP:Iteration 68Q (683.026428 sec): 3 clusters Score: Raw -7027391.206203 + Penalty 2131.517686 = -7025259.688518 nChanged 35 SP:Iteration 69Q (683.161018 sec): 3 clusters Score: Raw -7027391.741934 + Penalty 2131.517686 = -7025260.224248 nChanged 37 SP:Iteration 70Q (683.309465 sec): 3 clusters Score: Raw -7027392.304864 + Penalty 2131.517686 = -7025260.787178 nChanged 40 SP:Iteration 71Q (683.449284 sec): 3 clusters Score: Raw -7027392.913284 + Penalty 2131.517686 = -7025261.395598 nChanged 34 SP:Iteration 72Q (683.583886 sec): 3 clusters Score: Raw -7027393.480956 + Penalty 2131.517686 = -7025261.963270 nChanged 31 SP:Iteration 73Q (683.723527 sec): 3 clusters Score: Raw -7027394.098912 + Penalty 2131.517686 = -7025262.581227 nChanged 44 SP:Iteration 74Q (683.855886 sec): 3 clusters Score: Raw -7027395.011142 + Penalty 2131.517686 = -7025263.493457 nChanged 43 SP:Iteration 75Q (683.989674 sec): 3 clusters Score: Raw -7027396.001304 + Penalty 2131.517686 = -7025264.483619 nChanged 44 SP:Iteration 76Q (684.124940 sec): 3 clusters Score: Raw -7027396.845187 + Penalty 2131.517686 = -7025265.327501 nChanged 26 SP:Iteration 77Q (684.263343 sec): 3 clusters Score: Raw -7027397.212174 + Penalty 2131.517686 = -7025265.694488 nChanged 22 SP:Iteration 78Q (684.403642 sec): 3 clusters Score: Raw -7027397.525892 + Penalty 2131.517686 = -7025266.008207 nChanged 19 SP:Iteration 79Q (684.549845 sec): 3 clusters Score: Raw -7027397.738420 + Penalty 2131.517686 = -7025266.220734 nChanged 14 SP:Iteration 80F (684.691333 sec): 3 clusters Score: Raw -7027397.866126 + Penalty 2131.517686 = -7025266.348440 nChanged 17 SP:Iteration 81Q (684.840251 sec): 3 clusters Score: Raw -7027398.092124 + Penalty 2131.517686 = -7025266.574438 nChanged 21 SP:Iteration 82Q (684.970561 sec): 3 clusters Score: Raw -7027398.355489 + Penalty 2131.517686 = -7025266.837803 nChanged 23 SP:Iteration 83Q (685.116264 sec): 3 clusters Score: Raw -7027398.723846 + Penalty 2131.517686 = -7025267.206160 nChanged 23 SP:Iteration 84Q (685.259314 sec): 3 clusters Score: Raw -7027399.037705 + Penalty 2131.517686 = -7025267.520020 nChanged 19 SP:Iteration 85Q (685.396059 sec): 3 clusters Score: Raw -7027399.269100 + Penalty 2131.517686 = -7025267.751414 nChanged 18 SP:Iteration 86Q (685.537364 sec): 3 clusters Score: Raw -7027399.480154 + Penalty 2131.517686 = -7025267.962469 nChanged 16 SP:Iteration 87Q (685.679244 sec): 3 clusters Score: Raw -7027399.608437 + Penalty 2131.517686 = -7025268.090751 nChanged 10 SP:Iteration 88Q (685.813276 sec): 3 clusters Score: Raw -7027399.723981 + Penalty 2131.517686 = -7025268.206296 nChanged 12 SP:Iteration 89Q (685.963498 sec): 3 clusters Score: Raw -7027399.884575 + Penalty 2131.517686 = -7025268.366890 nChanged 12 SP:Iteration 90Q (686.105247 sec): 3 clusters Score: Raw -7027400.071896 + Penalty 2131.517686 = -7025268.554210 nChanged 18 SP:Iteration 91Q (686.249098 sec): 3 clusters Score: Raw -7027400.283866 + Penalty 2131.517686 = -7025268.766180 nChanged 12 SP:Iteration 92Q (686.383267 sec): 3 clusters Score: Raw -7027400.424848 + Penalty 2131.517686 = -7025268.907163 nChanged 12 SP:Iteration 93Q (686.522085 sec): 3 clusters Score: Raw -7027400.638171 + Penalty 2131.517686 = -7025269.120485 nChanged 14 SP:Iteration 94Q (686.653641 sec): 3 clusters Score: Raw -7027400.835468 + Penalty 2131.517686 = -7025269.317782 nChanged 15 SP:Iteration 95Q (686.790416 sec): 3 clusters Score: Raw -7027401.062651 + Penalty 2131.517686 = -7025269.544965 nChanged 12 SP:Iteration 96Q (686.929642 sec): 3 clusters Score: Raw -7027401.214628 + Penalty 2131.517686 = -7025269.696942 nChanged 11 SP:Iteration 97Q (687.065846 sec): 3 clusters Score: Raw -7027401.366485 + Penalty 2131.517686 = -7025269.848799 nChanged 10 SP:Iteration 98Q (687.203888 sec): 3 clusters Score: Raw -7027401.529997 + Penalty 2131.517686 = -7025270.012311 nChanged 9 SP:Iteration 99Q (687.336903 sec): 3 clusters Score: Raw -7027401.654459 + Penalty 2131.517686 = -7025270.136773 nChanged 10 SP:Iteration 100F (687.472081 sec): 3 clusters Score: Raw -7027401.787057 + Penalty 2131.517686 = -7025270.269371 nChanged 9 SP:Iteration 101Q (687.614885 sec): 3 clusters Score: Raw -7027401.924356 + Penalty 2131.517686 = -7025270.406670 nChanged 11 SP:Iteration 102Q (687.753107 sec): 3 clusters Score: Raw -7027402.069308 + Penalty 2131.517686 = -7025270.551622 nChanged 11 SP:Iteration 103Q (687.890278 sec): 3 clusters Score: Raw -7027402.181356 + Penalty 2131.517686 = -7025270.663670 nChanged 9 SP:Iteration 104Q (688.026444 sec): 3 clusters Score: Raw -7027402.303071 + Penalty 2131.517686 = -7025270.785385 nChanged 10 SP:Iteration 105Q (688.164046 sec): 3 clusters Score: Raw -7027402.378749 + Penalty 2131.517686 = -7025270.861064 nChanged 10 SP:Iteration 106Q (688.300423 sec): 3 clusters Score: Raw -7027402.473917 + Penalty 2131.517686 = -7025270.956231 nChanged 11 SP:Iteration 107Q (688.424220 sec): 3 clusters Score: Raw -7027402.558457 + Penalty 2131.517686 = -7025271.040772 nChanged 8 SP:Iteration 108Q (688.559680 sec): 3 clusters Score: Raw -7027402.632157 + Penalty 2131.517686 = -7025271.114472 nChanged 11 SP:Iteration 109Q (688.697570 sec): 3 clusters Score: Raw -7027402.783077 + Penalty 2131.517686 = -7025271.265392 nChanged 9 SP:Iteration 110Q (688.829901 sec): 3 clusters Score: Raw -7027402.864933 + Penalty 2131.517686 = -7025271.347247 nChanged 7 SP:Iteration 111Q (688.965303 sec): 3 clusters Score: Raw -7027402.925572 + Penalty 2131.517686 = -7025271.407886 nChanged 12 SP:Iteration 112Q (689.096640 sec): 3 clusters Score: Raw -7027403.062811 + Penalty 2131.517686 = -7025271.545125 nChanged 17 SP:Iteration 113Q (689.233697 sec): 3 clusters Score: Raw -7027403.263762 + Penalty 2131.517686 = -7025271.746076 nChanged 15 SP:Iteration 114Q (689.366113 sec): 3 clusters Score: Raw -7027403.440885 + Penalty 2131.517686 = -7025271.923199 nChanged 12 SP:Iteration 115Q (689.512304 sec): 3 clusters Score: Raw -7027403.598216 + Penalty 2131.517686 = -7025272.080531 nChanged 11 SP:Iteration 116Q (689.646799 sec): 3 clusters Score: Raw -7027403.735173 + Penalty 2131.517686 = -7025272.217487 nChanged 9 SP:Iteration 117Q (689.789192 sec): 3 clusters Score: Raw -7027403.866931 + Penalty 2131.517686 = -7025272.349246 nChanged 13 SP:Iteration 118Q (689.924334 sec): 3 clusters Score: Raw -7027404.034970 + Penalty 2131.517686 = -7025272.517284 nChanged 10 SP:Iteration 119Q (690.051403 sec): 3 clusters Score: Raw -7027404.167531 + Penalty 2131.517686 = -7025272.649845 nChanged 14 SP:Iteration 120F (690.191353 sec): 3 clusters Score: Raw -7027404.376812 + Penalty 2131.517686 = -7025272.859126 nChanged 13 SP:Iteration 121Q (690.337969 sec): 3 clusters Score: Raw -7027404.546050 + Penalty 2131.517686 = -7025273.028365 nChanged 11 SP:Iteration 122Q (690.476593 sec): 3 clusters Score: Raw -7027404.679978 + Penalty 2131.517686 = -7025273.162293 nChanged 11 SP:Iteration 123Q (690.599151 sec): 3 clusters Score: Raw -7027404.825834 + Penalty 2131.517686 = -7025273.308149 nChanged 12 SP:Iteration 124Q (690.742068 sec): 3 clusters Score: Raw -7027404.978385 + Penalty 2131.517686 = -7025273.460699 nChanged 19 SP:Iteration 125Q (690.878738 sec): 3 clusters Score: Raw -7027405.209403 + Penalty 2131.517686 = -7025273.691717 nChanged 24 SP:Iteration 126Q (691.019702 sec): 3 clusters Score: Raw -7027405.510458 + Penalty 2131.517686 = -7025273.992772 nChanged 19 SP:Iteration 127Q (691.158661 sec): 3 clusters Score: Raw -7027405.733326 + Penalty 2131.517686 = -7025274.215640 nChanged 12 SP:Iteration 128Q (691.292453 sec): 3 clusters Score: Raw -7027405.873451 + Penalty 2131.517686 = -7025274.355766 nChanged 12 SP:Iteration 129Q (691.433190 sec): 3 clusters Score: Raw -7027406.008996 + Penalty 2131.517686 = -7025274.491310 nChanged 18 SP:Iteration 130Q (691.579378 sec): 3 clusters Score: Raw -7027406.245701 + Penalty 2131.517686 = -7025274.728015 nChanged 12 SP:Iteration 131Q (691.715730 sec): 3 clusters Score: Raw -7027406.403366 + Penalty 2131.517686 = -7025274.885680 nChanged 14 SP:Iteration 132Q (691.861617 sec): 3 clusters Score: Raw -7027406.538973 + Penalty 2131.517686 = -7025275.021287 nChanged 14 SP:Iteration 133Q (691.994910 sec): 3 clusters Score: Raw -7027406.709834 + Penalty 2131.517686 = -7025275.192148 nChanged 14 SP:Iteration 134Q (692.138257 sec): 3 clusters Score: Raw -7027406.849519 + Penalty 2131.517686 = -7025275.331834 nChanged 15 SP:Iteration 135Q (692.274302 sec): 3 clusters Score: Raw -7027407.001637 + Penalty 2131.517686 = -7025275.483951 nChanged 17 SP:Iteration 136Q (692.422378 sec): 3 clusters Score: Raw -7027407.159757 + Penalty 2131.517686 = -7025275.642071 nChanged 12 SP:Iteration 137Q (692.566274 sec): 3 clusters Score: Raw -7027407.288065 + Penalty 2131.517686 = -7025275.770379 nChanged 10 SP:Iteration 138Q (692.695318 sec): 3 clusters Score: Raw -7027407.457536 + Penalty 2131.517686 = -7025275.939851 nChanged 17 SP:Iteration 139Q (692.836650 sec): 3 clusters Score: Raw -7027407.685472 + Penalty 2131.517686 = -7025276.167786 nChanged 22 SP:Iteration 140F (692.967666 sec): 3 clusters Score: Raw -7027407.954433 + Penalty 2131.517686 = -7025276.436747 nChanged 20 SP:Iteration 141Q (693.109727 sec): 3 clusters Score: Raw -7027408.252447 + Penalty 2131.517686 = -7025276.734761 nChanged 15 SP:Iteration 142Q (693.253160 sec): 3 clusters Score: Raw -7027408.448868 + Penalty 2131.517686 = -7025276.931182 nChanged 15 SP:Iteration 143Q (693.388219 sec): 3 clusters Score: Raw -7027408.624584 + Penalty 2131.517686 = -7025277.106898 nChanged 15 SP:Iteration 144Q (693.533262 sec): 3 clusters Score: Raw -7027408.761412 + Penalty 2131.517686 = -7025277.243727 nChanged 12 SP:Iteration 145Q (693.670091 sec): 3 clusters Score: Raw -7027408.880383 + Penalty 2131.517686 = -7025277.362698 nChanged 7 SP:Iteration 146Q (693.810983 sec): 3 clusters Score: Raw -7027408.952705 + Penalty 2131.517686 = -7025277.435020 nChanged 10 SP:Iteration 147Q (693.955141 sec): 3 clusters Score: Raw -7027409.026748 + Penalty 2131.517686 = -7025277.509062 nChanged 5 SP:Iteration 148Q (694.087826 sec): 3 clusters Score: Raw -7027409.066914 + Penalty 2131.517686 = -7025277.549228 nChanged 6 SP:Iteration 149Q (694.230724 sec): 3 clusters Score: Raw -7027409.118591 + Penalty 2131.517686 = -7025277.600905 nChanged 4 SP:Iteration 150Q (694.368576 sec): 3 clusters Score: Raw -7027409.144725 + Penalty 2131.517686 = -7025277.627040 nChanged 1 SP:Iteration 151Q (694.512936 sec): 3 clusters Score: Raw -7027409.152309 + Penalty 2131.517686 = -7025277.634624 nChanged 3 SP:Iteration 152Q (694.652022 sec): 3 clusters Score: Raw -7027409.201987 + Penalty 2131.517686 = -7025277.684301 nChanged 4 SP:Iteration 153Q (694.788663 sec): 3 clusters Score: Raw -7027409.247314 + Penalty 2131.517686 = -7025277.729629 nChanged 3 SP:Iteration 154Q (694.923104 sec): 3 clusters Score: Raw -7027409.282617 + Penalty 2131.517686 = -7025277.764931 nChanged 4 SP:Iteration 155Q (695.058258 sec): 3 clusters Score: Raw -7027409.331634 + Penalty 2131.517686 = -7025277.813948 nChanged 5 SP:Iteration 156Q (695.197280 sec): 3 clusters Score: Raw -7027409.371848 + Penalty 2131.517686 = -7025277.854163 nChanged 4 SP:Iteration 157Q (695.332282 sec): 3 clusters Score: Raw -7027409.385455 + Penalty 2131.517686 = -7025277.867770 nChanged 1 SP:Iteration 158Q (695.472214 sec): 3 clusters Score: Raw -7027409.389293 + Penalty 2131.517686 = -7025277.871608 nChanged 1 SP:Iteration 159Q (695.618656 sec): 3 clusters Score: Raw -7027409.392689 + Penalty 2131.517686 = -7025277.875003 nChanged 1 SP:Iteration 160F (695.743966 sec): 3 clusters Score: Raw -7027409.399566 + Penalty 2131.517686 = -7025277.881880 nChanged 1 SP:Iteration 161Q (695.884996 sec): 3 clusters Score: Raw -7027409.403570 + Penalty 2131.517686 = -7025277.885885 nChanged 1 SP:Iteration 162Q (696.023796 sec): 3 clusters Score: Raw -7027409.418431 + Penalty 2131.517686 = -7025277.900745 nChanged 5 SP:Iteration 163Q (696.171660 sec): 3 clusters Score: Raw -7027409.473570 + Penalty 2131.517686 = -7025277.955884 nChanged 4 SP:Iteration 164Q (696.310213 sec): 3 clusters Score: Raw -7027409.505719 + Penalty 2131.517686 = -7025277.988033 nChanged 2 SP:Iteration 165Q (696.449471 sec): 3 clusters Score: Raw -7027409.521545 + Penalty 2131.517686 = -7025278.003859 nChanged 3 SP:Iteration 166Q (696.589909 sec): 3 clusters Score: Raw -7027409.554297 + Penalty 2131.517686 = -7025278.036612 nChanged 5 SP:Iteration 167Q (696.713356 sec): 3 clusters Score: Raw -7027409.602064 + Penalty 2131.517686 = -7025278.084378 nChanged 4 SP:Iteration 168Q (696.853714 sec): 3 clusters Score: Raw -7027409.650614 + Penalty 2131.517686 = -7025278.132928 nChanged 3 SP:Iteration 169Q (696.984841 sec): 3 clusters Score: Raw -7027409.682872 + Penalty 2131.517686 = -7025278.165186 nChanged 4 SP:Iteration 170Q (697.129003 sec): 3 clusters Score: Raw -7027409.717092 + Penalty 2131.517686 = -7025278.199406 nChanged 8 SP:Iteration 171Q (697.259163 sec): 3 clusters Score: Raw -7027409.788449 + Penalty 2131.517686 = -7025278.270763 nChanged 7 SP:Iteration 172Q (697.407910 sec): 3 clusters Score: Raw -7027409.875778 + Penalty 2131.517686 = -7025278.358092 nChanged 11 SP:Iteration 173Q (697.542173 sec): 3 clusters Score: Raw -7027409.996457 + Penalty 2131.517686 = -7025278.478771 nChanged 6 SP:Iteration 174Q (697.692713 sec): 3 clusters Score: Raw -7027410.067742 + Penalty 2131.517686 = -7025278.550056 nChanged 10 SP:Iteration 175Q (697.821319 sec): 3 clusters Score: Raw -7027410.182438 + Penalty 2131.517686 = -7025278.664753 nChanged 9 SP:Iteration 176Q (697.966426 sec): 3 clusters Score: Raw -7027410.261263 + Penalty 2131.517686 = -7025278.743577 nChanged 7 SP:Iteration 177Q (698.106016 sec): 3 clusters Score: Raw -7027410.329090 + Penalty 2131.517686 = -7025278.811405 nChanged 6 SP:Iteration 178Q (698.241297 sec): 3 clusters Score: Raw -7027410.388668 + Penalty 2131.517686 = -7025278.870983 nChanged 5 SP:Iteration 179Q (698.374929 sec): 3 clusters Score: Raw -7027410.445772 + Penalty 2131.517686 = -7025278.928086 nChanged 5 SP:Iteration 180F (698.515795 sec): 3 clusters Score: Raw -7027410.483308 + Penalty 2131.517686 = -7025278.965622 nChanged 6 SP:Iteration 181Q (698.649000 sec): 3 clusters Score: Raw -7027410.541440 + Penalty 2131.517686 = -7025279.023755 nChanged 6 SP:Iteration 182Q (698.781388 sec): 3 clusters Score: Raw -7027410.602557 + Penalty 2131.517686 = -7025279.084872 nChanged 1 SP:Iteration 183Q (698.924461 sec): 3 clusters Score: Raw -7027410.607962 + Penalty 2131.517686 = -7025279.090276 nChanged 0 SP:Iteration 184F (699.059001 sec): 3 clusters Score: Raw -7027410.607962 + Penalty 2131.517686 = -7025279.090276 nChanged 0 Score: Raw -89396532.521884 + Penalty 38009.262022 = -89358523.259862 Splitting cluster 13 changes total score from -89328860.701514 to -89358523.259862 So it's getting split into cluster 29. Trying to split cluster 14 (17341 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (712.485789 sec): 2 clusters Score: Raw -1602606.123449 + Penalty 927.278747 = -1601678.844702 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (712.544488 sec): 3 clusters Score: Raw -1591777.488008 + Penalty 1854.557495 = -1589922.930513 nChanged 8105 SP:Iteration 1F (712.607034 sec): 3 clusters Score: Raw -1596583.060606 + Penalty 1854.557495 = -1594728.503112 nChanged 967 SP:Iteration 2F (712.677025 sec): 3 clusters Score: Raw -1597093.233163 + Penalty 1854.557495 = -1595238.675668 nChanged 978 SP:Iteration 3F (712.735088 sec): 3 clusters Score: Raw -1597748.838319 + Penalty 1854.557495 = -1595894.280825 nChanged 1016 SP:Iteration 4F (712.811523 sec): 3 clusters Score: Raw -1598465.317828 + Penalty 1854.557495 = -1596610.760334 nChanged 1017 SP:Iteration 5F (712.878775 sec): 3 clusters Score: Raw -1599187.013747 + Penalty 1854.557495 = -1597332.456253 nChanged 975 SP:Iteration 6F (712.929309 sec): 3 clusters Score: Raw -1599894.874444 + Penalty 1854.557495 = -1598040.316949 nChanged 911 SP:Iteration 7F (712.997413 sec): 3 clusters Score: Raw -1600456.552785 + Penalty 1854.557495 = -1598601.995290 nChanged 721 SP:Iteration 8Q (713.067240 sec): 3 clusters Score: Raw -1600804.012974 + Penalty 1854.557495 = -1598949.455479 nChanged 565 SP:Iteration 9Q (713.127923 sec): 3 clusters Score: Raw -1601040.559861 + Penalty 1854.557495 = -1599186.002367 nChanged 445 SP:Iteration 10Q (713.200569 sec): 3 clusters Score: Raw -1601208.540395 + Penalty 1854.557495 = -1599353.982900 nChanged 391 SP:Iteration 11Q (713.256388 sec): 3 clusters Score: Raw -1601342.061669 + Penalty 1854.557495 = -1599487.504175 nChanged 390 SP:Iteration 12Q (713.319106 sec): 3 clusters Score: Raw -1601472.393114 + Penalty 1854.557495 = -1599617.835620 nChanged 328 SP:Iteration 13Q (713.388889 sec): 3 clusters Score: Raw -1601584.506703 + Penalty 1854.557495 = -1599729.949208 nChanged 348 SP:Iteration 14Q (713.457144 sec): 3 clusters Score: Raw -1601692.651883 + Penalty 1854.557495 = -1599838.094389 nChanged 323 SP:Iteration 15Q (713.523658 sec): 3 clusters Score: Raw -1601789.511271 + Penalty 1854.557495 = -1599934.953776 nChanged 297 SP:Iteration 16Q (713.586257 sec): 3 clusters Score: Raw -1601873.160280 + Penalty 1854.557495 = -1600018.602786 nChanged 258 SP:Iteration 17Q (713.666087 sec): 3 clusters Score: Raw -1601945.238563 + Penalty 1854.557495 = -1600090.681068 nChanged 271 SP:Iteration 18Q (713.726493 sec): 3 clusters Score: Raw -1602021.729986 + Penalty 1854.557495 = -1600167.172491 nChanged 255 SP:Iteration 19Q (713.788890 sec): 3 clusters Score: Raw -1602108.194507 + Penalty 1854.557495 = -1600253.637012 nChanged 311 SP:Iteration 20F (713.859472 sec): 3 clusters Score: Raw -1602201.642767 + Penalty 1854.557495 = -1600347.085272 nChanged 287 SP:Iteration 21Q (713.931448 sec): 3 clusters Score: Raw -1602289.496057 + Penalty 1854.557495 = -1600434.938563 nChanged 300 SP:Iteration 22Q (713.987495 sec): 3 clusters Score: Raw -1602380.228972 + Penalty 1854.557495 = -1600525.671478 nChanged 253 SP:Iteration 23Q (714.054895 sec): 3 clusters Score: Raw -1602463.255946 + Penalty 1854.557495 = -1600608.698451 nChanged 264 SP:Iteration 24Q (714.128550 sec): 3 clusters Score: Raw -1602535.835351 + Penalty 1854.557495 = -1600681.277857 nChanged 204 SP:Iteration 25Q (714.183009 sec): 3 clusters Score: Raw -1602580.536195 + Penalty 1854.557495 = -1600725.978700 nChanged 163 SP:Iteration 26Q (714.251696 sec): 3 clusters Score: Raw -1602613.331466 + Penalty 1854.557495 = -1600758.773972 nChanged 153 SP:Iteration 27Q (714.320809 sec): 3 clusters Score: Raw -1602645.329633 + Penalty 1854.557495 = -1600790.772139 nChanged 159 SP:Iteration 28Q (714.384296 sec): 3 clusters Score: Raw -1602681.341615 + Penalty 1854.557495 = -1600826.784120 nChanged 166 SP:Iteration 29Q (714.460304 sec): 3 clusters Score: Raw -1602716.510220 + Penalty 1854.557495 = -1600861.952725 nChanged 173 SP:Iteration 30Q (714.529257 sec): 3 clusters Score: Raw -1602753.422288 + Penalty 1854.557495 = -1600898.864793 nChanged 178 SP:Iteration 31Q (714.594773 sec): 3 clusters Score: Raw -1602793.676858 + Penalty 1854.557495 = -1600939.119364 nChanged 161 SP:Iteration 32Q (714.653383 sec): 3 clusters Score: Raw -1602830.688203 + Penalty 1854.557495 = -1600976.130709 nChanged 161 SP:Iteration 33Q (714.719050 sec): 3 clusters Score: Raw -1602864.723082 + Penalty 1854.557495 = -1601010.165588 nChanged 162 SP:Iteration 34Q (714.779958 sec): 3 clusters Score: Raw -1602899.038148 + Penalty 1854.557495 = -1601044.480653 nChanged 150 SP:Iteration 35Q (714.856106 sec): 3 clusters Score: Raw -1602925.751146 + Penalty 1854.557495 = -1601071.193652 nChanged 137 SP:Iteration 36Q (714.920800 sec): 3 clusters Score: Raw -1602949.386905 + Penalty 1854.557495 = -1601094.829410 nChanged 131 SP:Iteration 37Q (714.990757 sec): 3 clusters Score: Raw -1602975.448240 + Penalty 1854.557495 = -1601120.890745 nChanged 138 SP:Iteration 38Q (715.058646 sec): 3 clusters Score: Raw -1603002.440253 + Penalty 1854.557495 = -1601147.882759 nChanged 128 SP:Iteration 39Q (715.118989 sec): 3 clusters Score: Raw -1603024.182890 + Penalty 1854.557495 = -1601169.625396 nChanged 145 SP:Iteration 40F (715.191233 sec): 3 clusters Score: Raw -1603052.835708 + Penalty 1854.557495 = -1601198.278213 nChanged 150 SP:Iteration 41Q (715.262753 sec): 3 clusters Score: Raw -1603082.769670 + Penalty 1854.557495 = -1601228.212176 nChanged 158 SP:Iteration 42Q (715.326364 sec): 3 clusters Score: Raw -1603118.567955 + Penalty 1854.557495 = -1601264.010460 nChanged 157 SP:Iteration 43Q (715.397527 sec): 3 clusters Score: Raw -1603152.879403 + Penalty 1854.557495 = -1601298.321908 nChanged 159 SP:Iteration 44Q (715.456365 sec): 3 clusters Score: Raw -1603187.821670 + Penalty 1854.557495 = -1601333.264175 nChanged 148 SP:Iteration 45Q (715.521944 sec): 3 clusters Score: Raw -1603221.531228 + Penalty 1854.557495 = -1601366.973734 nChanged 166 SP:Iteration 46Q (715.594587 sec): 3 clusters Score: Raw -1603263.491275 + Penalty 1854.557495 = -1601408.933781 nChanged 181 SP:Iteration 47Q (715.661948 sec): 3 clusters Score: Raw -1603309.921746 + Penalty 1854.557495 = -1601455.364252 nChanged 197 SP:Iteration 48Q (715.732904 sec): 3 clusters Score: Raw -1603360.979336 + Penalty 1854.557495 = -1601506.421841 nChanged 183 SP:Iteration 49Q (715.801187 sec): 3 clusters Score: Raw -1603406.980892 + Penalty 1854.557495 = -1601552.423398 nChanged 183 SP:Iteration 50Q (715.854315 sec): 3 clusters Score: Raw -1603454.036861 + Penalty 1854.557495 = -1601599.479367 nChanged 182 SP:Iteration 51Q (715.910928 sec): 3 clusters Score: Raw -1603498.354516 + Penalty 1854.557495 = -1601643.797022 nChanged 158 SP:Iteration 52Q (715.976541 sec): 3 clusters Score: Raw -1603532.977784 + Penalty 1854.557495 = -1601678.420289 nChanged 129 SP:Iteration 53Q (716.055421 sec): 3 clusters Score: Raw -1603556.054052 + Penalty 1854.557495 = -1601701.496557 nChanged 115 SP:Iteration 54Q (716.123024 sec): 3 clusters Score: Raw -1603576.986980 + Penalty 1854.557495 = -1601722.429485 nChanged 99 SP:Iteration 55Q (716.187346 sec): 3 clusters Score: Raw -1603596.109493 + Penalty 1854.557495 = -1601741.551998 nChanged 86 SP:Iteration 56Q (716.255043 sec): 3 clusters Score: Raw -1603611.280057 + Penalty 1854.557495 = -1601756.722563 nChanged 93 SP:Iteration 57Q (716.323965 sec): 3 clusters Score: Raw -1603630.319716 + Penalty 1854.557495 = -1601775.762221 nChanged 91 SP:Iteration 58Q (716.384322 sec): 3 clusters Score: Raw -1603647.258896 + Penalty 1854.557495 = -1601792.701402 nChanged 93 SP:Iteration 59Q (716.454068 sec): 3 clusters Score: Raw -1603664.471033 + Penalty 1854.557495 = -1601809.913538 nChanged 73 SP:Iteration 60F (716.529908 sec): 3 clusters Score: Raw -1603678.882943 + Penalty 1854.557495 = -1601824.325449 nChanged 84 SP:Iteration 61Q (716.593426 sec): 3 clusters Score: Raw -1603694.701642 + Penalty 1854.557495 = -1601840.144147 nChanged 65 SP:Iteration 62Q (716.659257 sec): 3 clusters Score: Raw -1603704.757448 + Penalty 1854.557495 = -1601850.199954 nChanged 62 SP:Iteration 63Q (716.728418 sec): 3 clusters Score: Raw -1603712.862510 + Penalty 1854.557495 = -1601858.305016 nChanged 47 SP:Iteration 64Q (716.795788 sec): 3 clusters Score: Raw -1603718.548272 + Penalty 1854.557495 = -1601863.990778 nChanged 54 SP:Iteration 65Q (716.861143 sec): 3 clusters Score: Raw -1603725.517023 + Penalty 1854.557495 = -1601870.959528 nChanged 39 SP:Iteration 66Q (716.933857 sec): 3 clusters Score: Raw -1603730.092668 + Penalty 1854.557495 = -1601875.535173 nChanged 33 SP:Iteration 67Q (717.000456 sec): 3 clusters Score: Raw -1603733.868736 + Penalty 1854.557495 = -1601879.311241 nChanged 29 SP:Iteration 68Q (717.066503 sec): 3 clusters Score: Raw -1603736.986036 + Penalty 1854.557495 = -1601882.428541 nChanged 28 SP:Iteration 69Q (717.135941 sec): 3 clusters Score: Raw -1603740.012867 + Penalty 1854.557495 = -1601885.455372 nChanged 23 SP:Iteration 70Q (717.200936 sec): 3 clusters Score: Raw -1603742.106189 + Penalty 1854.557495 = -1601887.548694 nChanged 18 SP:Iteration 71Q (717.267893 sec): 3 clusters Score: Raw -1603744.092598 + Penalty 1854.557495 = -1601889.535104 nChanged 20 SP:Iteration 72Q (717.333311 sec): 3 clusters Score: Raw -1603746.509581 + Penalty 1854.557495 = -1601891.952087 nChanged 19 SP:Iteration 73Q (717.404915 sec): 3 clusters Score: Raw -1603748.450800 + Penalty 1854.557495 = -1601893.893305 nChanged 22 SP:Iteration 74Q (717.462077 sec): 3 clusters Score: Raw -1603750.864890 + Penalty 1854.557495 = -1601896.307396 nChanged 22 SP:Iteration 75Q (717.531738 sec): 3 clusters Score: Raw -1603753.875620 + Penalty 1854.557495 = -1601899.318126 nChanged 25 SP:Iteration 76Q (717.598723 sec): 3 clusters Score: Raw -1603756.675474 + Penalty 1854.557495 = -1601902.117979 nChanged 25 SP:Iteration 77Q (717.668536 sec): 3 clusters Score: Raw -1603759.626341 + Penalty 1854.557495 = -1601905.068846 nChanged 22 SP:Iteration 78Q (717.731410 sec): 3 clusters Score: Raw -1603762.652900 + Penalty 1854.557495 = -1601908.095406 nChanged 15 SP:Iteration 79Q (717.793451 sec): 3 clusters Score: Raw -1603764.049618 + Penalty 1854.557495 = -1601909.492124 nChanged 19 SP:Iteration 80F (717.860392 sec): 3 clusters Score: Raw -1603765.637494 + Penalty 1854.557495 = -1601911.079999 nChanged 19 SP:Iteration 81Q (717.923491 sec): 3 clusters Score: Raw -1603767.416128 + Penalty 1854.557495 = -1601912.858633 nChanged 10 SP:Iteration 82Q (718.001849 sec): 3 clusters Score: Raw -1603768.004595 + Penalty 1854.557495 = -1601913.447101 nChanged 11 SP:Iteration 83Q (718.059483 sec): 3 clusters Score: Raw -1603768.678861 + Penalty 1854.557495 = -1601914.121366 nChanged 9 SP:Iteration 84Q (718.121730 sec): 3 clusters Score: Raw -1603769.450890 + Penalty 1854.557495 = -1601914.893395 nChanged 6 SP:Iteration 85Q (718.192154 sec): 3 clusters Score: Raw -1603769.833745 + Penalty 1854.557495 = -1601915.276251 nChanged 5 SP:Iteration 86Q (718.257379 sec): 3 clusters Score: Raw -1603770.147597 + Penalty 1854.557495 = -1601915.590103 nChanged 4 SP:Iteration 87Q (718.321707 sec): 3 clusters Score: Raw -1603770.446663 + Penalty 1854.557495 = -1601915.889169 nChanged 4 SP:Iteration 88Q (718.382063 sec): 3 clusters Score: Raw -1603770.664109 + Penalty 1854.557495 = -1601916.106614 nChanged 7 SP:Iteration 89Q (718.450056 sec): 3 clusters Score: Raw -1603771.091055 + Penalty 1854.557495 = -1601916.533560 nChanged 5 SP:Iteration 90Q (718.516827 sec): 3 clusters Score: Raw -1603771.516167 + Penalty 1854.557495 = -1601916.958673 nChanged 9 SP:Iteration 91Q (718.593366 sec): 3 clusters Score: Raw -1603772.316051 + Penalty 1854.557495 = -1601917.758556 nChanged 11 SP:Iteration 92Q (718.656526 sec): 3 clusters Score: Raw -1603773.284314 + Penalty 1854.557495 = -1601918.726819 nChanged 7 SP:Iteration 93Q (718.721836 sec): 3 clusters Score: Raw -1603774.128265 + Penalty 1854.557495 = -1601919.570770 nChanged 6 SP:Iteration 94Q (718.782726 sec): 3 clusters Score: Raw -1603774.609194 + Penalty 1854.557495 = -1601920.051700 nChanged 6 SP:Iteration 95Q (718.841666 sec): 3 clusters Score: Raw -1603774.955528 + Penalty 1854.557495 = -1601920.398034 nChanged 3 SP:Iteration 96Q (718.890597 sec): 3 clusters Score: Raw -1603775.187134 + Penalty 1854.557495 = -1601920.629640 nChanged 2 SP:Iteration 97Q (718.921091 sec): 3 clusters Score: Raw -1603775.260000 + Penalty 1854.557495 = -1601920.702506 nChanged 1 SP:Iteration 98Q (718.987467 sec): 3 clusters Score: Raw -1603775.285218 + Penalty 1854.557495 = -1601920.727723 nChanged 3 SP:Iteration 99Q (719.052063 sec): 3 clusters Score: Raw -1603775.360775 + Penalty 1854.557495 = -1601920.803280 nChanged 0 SP:Iteration 100F (719.115553 sec): 3 clusters Score: Raw -1603775.360775 + Penalty 1854.557495 = -1601920.803280 nChanged 0 Score: Raw -89397701.759210 + Penalty 39319.926230 = -89358381.832980 Splitting cluster 14 changes total score from -89328860.701514 to -89358381.832980 So it's getting split into cluster 30. Trying to split cluster 15 (3392 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (732.973686 sec): 2 clusters Score: Raw -313191.265472 + Penalty 772.271625 = -312418.993847 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (733.024444 sec): 3 clusters Score: Raw -311362.338278 + Penalty 1544.543249 = -309817.795029 nChanged 1412 SP:Iteration 1F (733.062490 sec): 3 clusters Score: Raw -312212.635848 + Penalty 1544.543249 = -310668.092598 nChanged 260 SP:Iteration 2F (733.110395 sec): 3 clusters Score: Raw -312387.318386 + Penalty 1544.543249 = -310842.775137 nChanged 199 SP:Iteration 3F (733.159804 sec): 3 clusters Score: Raw -312509.795334 + Penalty 1544.543249 = -310965.252084 nChanged 163 SP:Iteration 4Q (733.215946 sec): 3 clusters Score: Raw -312600.748307 + Penalty 1544.543249 = -311056.205057 nChanged 151 SP:Iteration 5Q (733.254815 sec): 3 clusters Score: Raw -312713.385253 + Penalty 1544.543249 = -311168.842003 nChanged 166 SP:Iteration 6Q (733.306511 sec): 3 clusters Score: Raw -312841.863711 + Penalty 1544.543249 = -311297.320461 nChanged 173 SP:Iteration 7F (733.353661 sec): 3 clusters Score: Raw -312984.290335 + Penalty 1544.543249 = -311439.747085 nChanged 164 SP:Iteration 8Q (733.405277 sec): 3 clusters Score: Raw -313091.201108 + Penalty 1544.543249 = -311546.657859 nChanged 126 SP:Iteration 9Q (733.466319 sec): 3 clusters Score: Raw -313172.937924 + Penalty 1544.543249 = -311628.394674 nChanged 103 SP:Iteration 10Q (733.507070 sec): 3 clusters Score: Raw -313248.392498 + Penalty 1544.543249 = -311703.849249 nChanged 100 SP:Iteration 11Q (733.557564 sec): 3 clusters Score: Raw -313311.268669 + Penalty 1544.543249 = -311766.725420 nChanged 87 SP:Iteration 12Q (733.599738 sec): 3 clusters Score: Raw -313363.933103 + Penalty 1544.543249 = -311819.389853 nChanged 71 SP:Iteration 13Q (733.653934 sec): 3 clusters Score: Raw -313405.421143 + Penalty 1544.543249 = -311860.877894 nChanged 63 SP:Iteration 14Q (733.703317 sec): 3 clusters Score: Raw -313444.428302 + Penalty 1544.543249 = -311899.885052 nChanged 64 SP:Iteration 15Q (733.748023 sec): 3 clusters Score: Raw -313479.548446 + Penalty 1544.543249 = -311935.005197 nChanged 57 SP:Iteration 16Q (733.803805 sec): 3 clusters Score: Raw -313507.036682 + Penalty 1544.543249 = -311962.493433 nChanged 55 SP:Iteration 17Q (733.855511 sec): 3 clusters Score: Raw -313535.149705 + Penalty 1544.543249 = -311990.606455 nChanged 51 SP:Iteration 18Q (733.908500 sec): 3 clusters Score: Raw -313562.366711 + Penalty 1544.543249 = -312017.823461 nChanged 44 SP:Iteration 19Q (733.955503 sec): 3 clusters Score: Raw -313584.128764 + Penalty 1544.543249 = -312039.585515 nChanged 40 SP:Iteration 20F (734.004474 sec): 3 clusters Score: Raw -313600.062825 + Penalty 1544.543249 = -312055.519576 nChanged 27 SP:Iteration 21Q (734.049823 sec): 3 clusters Score: Raw -313610.747888 + Penalty 1544.543249 = -312066.204638 nChanged 23 SP:Iteration 22Q (734.110207 sec): 3 clusters Score: Raw -313620.892310 + Penalty 1544.543249 = -312076.349060 nChanged 28 SP:Iteration 23Q (734.159678 sec): 3 clusters Score: Raw -313632.249158 + Penalty 1544.543249 = -312087.705908 nChanged 21 SP:Iteration 24Q (734.201625 sec): 3 clusters Score: Raw -313639.154998 + Penalty 1544.543249 = -312094.611749 nChanged 19 SP:Iteration 25Q (734.250815 sec): 3 clusters Score: Raw -313645.702441 + Penalty 1544.543249 = -312101.159191 nChanged 17 SP:Iteration 26Q (734.299840 sec): 3 clusters Score: Raw -313651.021906 + Penalty 1544.543249 = -312106.478657 nChanged 16 SP:Iteration 27Q (734.347436 sec): 3 clusters Score: Raw -313656.890174 + Penalty 1544.543249 = -312112.346924 nChanged 14 SP:Iteration 28Q (734.397324 sec): 3 clusters Score: Raw -313660.469887 + Penalty 1544.543249 = -312115.926638 nChanged 5 SP:Iteration 29Q (734.436440 sec): 3 clusters Score: Raw -313661.375919 + Penalty 1544.543249 = -312116.832669 nChanged 6 SP:Iteration 30Q (734.484484 sec): 3 clusters Score: Raw -313663.367084 + Penalty 1544.543249 = -312118.823834 nChanged 3 SP:Iteration 31Q (734.535343 sec): 3 clusters Score: Raw -313664.008081 + Penalty 1544.543249 = -312119.464832 nChanged 3 SP:Iteration 32Q (734.577295 sec): 3 clusters Score: Raw -313664.710864 + Penalty 1544.543249 = -312120.167614 nChanged 3 SP:Iteration 33Q (734.632155 sec): 3 clusters Score: Raw -313665.724408 + Penalty 1544.543249 = -312121.181159 nChanged 3 SP:Iteration 34Q (734.679716 sec): 3 clusters Score: Raw -313666.480869 + Penalty 1544.543249 = -312121.937620 nChanged 4 SP:Iteration 35Q (734.726705 sec): 3 clusters Score: Raw -313667.213508 + Penalty 1544.543249 = -312122.670258 nChanged 4 SP:Iteration 36Q (734.775794 sec): 3 clusters Score: Raw -313668.046163 + Penalty 1544.543249 = -312123.502913 nChanged 4 SP:Iteration 37Q (734.821357 sec): 3 clusters Score: Raw -313668.827941 + Penalty 1544.543249 = -312124.284691 nChanged 2 SP:Iteration 38Q (734.864211 sec): 3 clusters Score: Raw -313668.968205 + Penalty 1544.543249 = -312124.424956 nChanged 1 SP:Iteration 39Q (734.914923 sec): 3 clusters Score: Raw -313669.397523 + Penalty 1544.543249 = -312124.854273 nChanged 3 SP:Iteration 40F (734.965823 sec): 3 clusters Score: Raw -313670.128503 + Penalty 1544.543249 = -312125.585253 nChanged 1 SP:Iteration 41Q (735.030369 sec): 3 clusters Score: Raw -313670.215943 + Penalty 1544.543249 = -312125.672693 nChanged 1 SP:Iteration 42Q (735.079564 sec): 3 clusters Score: Raw -313670.415493 + Penalty 1544.543249 = -312125.872244 nChanged 3 SP:Iteration 43Q (735.124511 sec): 3 clusters Score: Raw -313670.776289 + Penalty 1544.543249 = -312126.233040 nChanged 0 SP:Iteration 44F (735.172018 sec): 3 clusters Score: Raw -313670.776289 + Penalty 1544.543249 = -312126.233040 nChanged 0 Trying to split cluster 16 (15113 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (735.223389 sec): 2 clusters Score: Raw -1375185.034081 + Penalty 914.214505 = -1374270.819576 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (735.290621 sec): 3 clusters Score: Raw -1366053.163294 + Penalty 1828.429010 = -1364224.734284 nChanged 6887 SP:Iteration 1F (735.353439 sec): 3 clusters Score: Raw -1370263.066931 + Penalty 1828.429010 = -1368434.637921 nChanged 939 SP:Iteration 2F (735.410692 sec): 3 clusters Score: Raw -1370745.340191 + Penalty 1828.429010 = -1368916.911181 nChanged 843 SP:Iteration 3F (735.489623 sec): 3 clusters Score: Raw -1371170.114826 + Penalty 1828.429010 = -1369341.685816 nChanged 839 SP:Iteration 4F (735.540794 sec): 3 clusters Score: Raw -1371546.284580 + Penalty 1828.429010 = -1369717.855570 nChanged 773 SP:Iteration 5F (735.607413 sec): 3 clusters Score: Raw -1371896.545875 + Penalty 1828.429010 = -1370068.116864 nChanged 684 SP:Iteration 6Q (735.674934 sec): 3 clusters Score: Raw -1372211.981291 + Penalty 1828.429010 = -1370383.552280 nChanged 665 SP:Iteration 7Q (735.741663 sec): 3 clusters Score: Raw -1372534.274979 + Penalty 1828.429010 = -1370705.845969 nChanged 579 SP:Iteration 8Q (735.812862 sec): 3 clusters Score: Raw -1372802.561297 + Penalty 1828.429010 = -1370974.132287 nChanged 526 SP:Iteration 9Q (735.872043 sec): 3 clusters Score: Raw -1373084.922143 + Penalty 1828.429010 = -1371256.493133 nChanged 517 SP:Iteration 10Q (735.931987 sec): 3 clusters Score: Raw -1373425.812909 + Penalty 1828.429010 = -1371597.383899 nChanged 503 SP:Iteration 11Q (735.994122 sec): 3 clusters Score: Raw -1373735.577166 + Penalty 1828.429010 = -1371907.148156 nChanged 451 SP:Iteration 12Q (736.065468 sec): 3 clusters Score: Raw -1373992.829208 + Penalty 1828.429010 = -1372164.400198 nChanged 391 SP:Iteration 13Q (736.135125 sec): 3 clusters Score: Raw -1374190.122136 + Penalty 1828.429010 = -1372361.693126 nChanged 361 SP:Iteration 14Q (736.207129 sec): 3 clusters Score: Raw -1374361.417591 + Penalty 1828.429010 = -1372532.988581 nChanged 315 SP:Iteration 15Q (736.275534 sec): 3 clusters Score: Raw -1374513.377040 + Penalty 1828.429010 = -1372684.948030 nChanged 295 SP:Iteration 16Q (736.329576 sec): 3 clusters Score: Raw -1374667.107081 + Penalty 1828.429010 = -1372838.678070 nChanged 288 SP:Iteration 17Q (736.389773 sec): 3 clusters Score: Raw -1374803.760860 + Penalty 1828.429010 = -1372975.331850 nChanged 263 SP:Iteration 18Q (736.454514 sec): 3 clusters Score: Raw -1374933.136782 + Penalty 1828.429010 = -1373104.707772 nChanged 245 SP:Iteration 19Q (736.524917 sec): 3 clusters Score: Raw -1375055.216452 + Penalty 1828.429010 = -1373226.787442 nChanged 237 SP:Iteration 20F (736.597456 sec): 3 clusters Score: Raw -1375174.633372 + Penalty 1828.429010 = -1373346.204362 nChanged 191 SP:Iteration 21Q (736.661105 sec): 3 clusters Score: Raw -1375263.017473 + Penalty 1828.429010 = -1373434.588463 nChanged 171 SP:Iteration 22Q (736.729201 sec): 3 clusters Score: Raw -1375333.590664 + Penalty 1828.429010 = -1373505.161654 nChanged 139 SP:Iteration 23Q (736.791059 sec): 3 clusters Score: Raw -1375389.723882 + Penalty 1828.429010 = -1373561.294872 nChanged 118 SP:Iteration 24Q (736.853176 sec): 3 clusters Score: Raw -1375435.996141 + Penalty 1828.429010 = -1373607.567131 nChanged 103 SP:Iteration 25Q (736.904805 sec): 3 clusters Score: Raw -1375480.375182 + Penalty 1828.429010 = -1373651.946172 nChanged 83 SP:Iteration 26Q (736.959886 sec): 3 clusters Score: Raw -1375507.551014 + Penalty 1828.429010 = -1373679.122004 nChanged 69 SP:Iteration 27Q (737.014874 sec): 3 clusters Score: Raw -1375527.970106 + Penalty 1828.429010 = -1373699.541095 nChanged 62 SP:Iteration 28Q (737.072783 sec): 3 clusters Score: Raw -1375545.556947 + Penalty 1828.429010 = -1373717.127937 nChanged 45 SP:Iteration 29Q (737.136066 sec): 3 clusters Score: Raw -1375556.090219 + Penalty 1828.429010 = -1373727.661209 nChanged 43 SP:Iteration 30Q (737.211167 sec): 3 clusters Score: Raw -1375567.669567 + Penalty 1828.429010 = -1373739.240557 nChanged 56 SP:Iteration 31Q (737.272453 sec): 3 clusters Score: Raw -1375584.229120 + Penalty 1828.429010 = -1373755.800110 nChanged 43 SP:Iteration 32Q (737.325610 sec): 3 clusters Score: Raw -1375595.554170 + Penalty 1828.429010 = -1373767.125160 nChanged 31 SP:Iteration 33Q (737.400435 sec): 3 clusters Score: Raw -1375605.529709 + Penalty 1828.429010 = -1373777.100699 nChanged 31 SP:Iteration 34Q (737.452772 sec): 3 clusters Score: Raw -1375614.507905 + Penalty 1828.429010 = -1373786.078895 nChanged 36 SP:Iteration 35Q (737.520246 sec): 3 clusters Score: Raw -1375624.404734 + Penalty 1828.429010 = -1373795.975724 nChanged 30 SP:Iteration 36Q (737.577597 sec): 3 clusters Score: Raw -1375632.749545 + Penalty 1828.429010 = -1373804.320535 nChanged 31 SP:Iteration 37Q (737.649845 sec): 3 clusters Score: Raw -1375639.218786 + Penalty 1828.429010 = -1373810.789776 nChanged 25 SP:Iteration 38Q (737.710726 sec): 3 clusters Score: Raw -1375645.713259 + Penalty 1828.429010 = -1373817.284249 nChanged 21 SP:Iteration 39Q (737.766151 sec): 3 clusters Score: Raw -1375649.903903 + Penalty 1828.429010 = -1373821.474893 nChanged 16 SP:Iteration 40F (737.835918 sec): 3 clusters Score: Raw -1375654.338372 + Penalty 1828.429010 = -1373825.909362 nChanged 17 SP:Iteration 41Q (737.898187 sec): 3 clusters Score: Raw -1375657.877589 + Penalty 1828.429010 = -1373829.448578 nChanged 16 SP:Iteration 42Q (737.961872 sec): 3 clusters Score: Raw -1375664.035375 + Penalty 1828.429010 = -1373835.606365 nChanged 18 SP:Iteration 43Q (738.012668 sec): 3 clusters Score: Raw -1375667.513004 + Penalty 1828.429010 = -1373839.083994 nChanged 11 SP:Iteration 44Q (738.087168 sec): 3 clusters Score: Raw -1375670.235500 + Penalty 1828.429010 = -1373841.806490 nChanged 15 SP:Iteration 45Q (738.145995 sec): 3 clusters Score: Raw -1375675.070699 + Penalty 1828.429010 = -1373846.641689 nChanged 15 SP:Iteration 46Q (738.210872 sec): 3 clusters Score: Raw -1375678.890623 + Penalty 1828.429010 = -1373850.461613 nChanged 10 SP:Iteration 47Q (738.274843 sec): 3 clusters Score: Raw -1375680.844614 + Penalty 1828.429010 = -1373852.415604 nChanged 11 SP:Iteration 48Q (738.337590 sec): 3 clusters Score: Raw -1375683.538597 + Penalty 1828.429010 = -1373855.109587 nChanged 15 SP:Iteration 49Q (738.399290 sec): 3 clusters Score: Raw -1375686.902680 + Penalty 1828.429010 = -1373858.473670 nChanged 7 SP:Iteration 50Q (738.452141 sec): 3 clusters Score: Raw -1375688.591615 + Penalty 1828.429010 = -1373860.162605 nChanged 11 SP:Iteration 51Q (738.513502 sec): 3 clusters Score: Raw -1375691.395983 + Penalty 1828.429010 = -1373862.966973 nChanged 10 SP:Iteration 52Q (738.574647 sec): 3 clusters Score: Raw -1375693.724268 + Penalty 1828.429010 = -1373865.295258 nChanged 9 SP:Iteration 53Q (738.641541 sec): 3 clusters Score: Raw -1375695.220774 + Penalty 1828.429010 = -1373866.791764 nChanged 11 SP:Iteration 54Q (738.701493 sec): 3 clusters Score: Raw -1375697.369033 + Penalty 1828.429010 = -1373868.940023 nChanged 6 SP:Iteration 55Q (738.774857 sec): 3 clusters Score: Raw -1375698.629768 + Penalty 1828.429010 = -1373870.200758 nChanged 3 SP:Iteration 56Q (738.828518 sec): 3 clusters Score: Raw -1375698.994147 + Penalty 1828.429010 = -1373870.565137 nChanged 0 SP:Iteration 57F (738.901489 sec): 3 clusters Score: Raw -1375698.994147 + Penalty 1828.429010 = -1373870.565137 nChanged 0 Trying to split cluster 17 (14668 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (738.944937 sec): 2 clusters Score: Raw -1339726.693542 + Penalty 911.375235 = -1338815.318307 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (738.998902 sec): 3 clusters Score: Raw -1330813.495688 + Penalty 1822.750471 = -1328990.745218 nChanged 6640 SP:Iteration 1F (739.066409 sec): 3 clusters Score: Raw -1334465.777007 + Penalty 1822.750471 = -1332643.026536 nChanged 767 SP:Iteration 2F (739.130656 sec): 3 clusters Score: Raw -1334772.292666 + Penalty 1822.750471 = -1332949.542196 nChanged 749 SP:Iteration 3F (739.200688 sec): 3 clusters Score: Raw -1335090.086180 + Penalty 1822.750471 = -1333267.335710 nChanged 770 SP:Iteration 4F (739.251775 sec): 3 clusters Score: Raw -1335440.392930 + Penalty 1822.750471 = -1333617.642460 nChanged 725 SP:Iteration 5Q (739.328978 sec): 3 clusters Score: Raw -1335815.652504 + Penalty 1822.750471 = -1333992.902033 nChanged 715 SP:Iteration 6Q (739.388064 sec): 3 clusters Score: Raw -1336247.627972 + Penalty 1822.750471 = -1334424.877501 nChanged 734 SP:Iteration 7F (739.444541 sec): 3 clusters Score: Raw -1336733.280948 + Penalty 1822.750471 = -1334910.530477 nChanged 765 SP:Iteration 8F (739.516169 sec): 3 clusters Score: Raw -1337247.132553 + Penalty 1822.750471 = -1335424.382082 nChanged 658 SP:Iteration 9Q (739.585334 sec): 3 clusters Score: Raw -1337606.468984 + Penalty 1822.750471 = -1335783.718514 nChanged 500 SP:Iteration 10Q (739.653803 sec): 3 clusters Score: Raw -1337828.369867 + Penalty 1822.750471 = -1336005.619396 nChanged 379 SP:Iteration 11Q (739.725430 sec): 3 clusters Score: Raw -1337954.755801 + Penalty 1822.750471 = -1336132.005330 nChanged 269 SP:Iteration 12Q (739.792451 sec): 3 clusters Score: Raw -1338036.947435 + Penalty 1822.750471 = -1336214.196964 nChanged 225 SP:Iteration 13Q (739.848655 sec): 3 clusters Score: Raw -1338097.688801 + Penalty 1822.750471 = -1336274.938331 nChanged 176 SP:Iteration 14Q (739.919176 sec): 3 clusters Score: Raw -1338146.938325 + Penalty 1822.750471 = -1336324.187854 nChanged 183 SP:Iteration 15Q (739.975198 sec): 3 clusters Score: Raw -1338187.728203 + Penalty 1822.750471 = -1336364.977732 nChanged 154 SP:Iteration 16Q (740.047232 sec): 3 clusters Score: Raw -1338222.354451 + Penalty 1822.750471 = -1336399.603980 nChanged 146 SP:Iteration 17Q (740.102072 sec): 3 clusters Score: Raw -1338254.496120 + Penalty 1822.750471 = -1336431.745649 nChanged 134 SP:Iteration 18Q (740.166605 sec): 3 clusters Score: Raw -1338290.631615 + Penalty 1822.750471 = -1336467.881145 nChanged 148 SP:Iteration 19Q (740.227859 sec): 3 clusters Score: Raw -1338329.320885 + Penalty 1822.750471 = -1336506.570415 nChanged 145 SP:Iteration 20F (740.300765 sec): 3 clusters Score: Raw -1338364.659965 + Penalty 1822.750471 = -1336541.909494 nChanged 137 SP:Iteration 21Q (740.368152 sec): 3 clusters Score: Raw -1338393.585471 + Penalty 1822.750471 = -1336570.835001 nChanged 120 SP:Iteration 22Q (740.434487 sec): 3 clusters Score: Raw -1338416.903323 + Penalty 1822.750471 = -1336594.152852 nChanged 124 SP:Iteration 23Q (740.489028 sec): 3 clusters Score: Raw -1338441.821028 + Penalty 1822.750471 = -1336619.070558 nChanged 119 SP:Iteration 24Q (740.561187 sec): 3 clusters Score: Raw -1338465.728466 + Penalty 1822.750471 = -1336642.977995 nChanged 125 SP:Iteration 25Q (740.616333 sec): 3 clusters Score: Raw -1338494.112331 + Penalty 1822.750471 = -1336671.361860 nChanged 120 SP:Iteration 26Q (740.680720 sec): 3 clusters Score: Raw -1338520.508342 + Penalty 1822.750471 = -1336697.757872 nChanged 131 SP:Iteration 27Q (740.744194 sec): 3 clusters Score: Raw -1338547.655799 + Penalty 1822.750471 = -1336724.905329 nChanged 108 SP:Iteration 28Q (740.814439 sec): 3 clusters Score: Raw -1338570.372331 + Penalty 1822.750471 = -1336747.621860 nChanged 116 SP:Iteration 29Q (740.873715 sec): 3 clusters Score: Raw -1338593.211796 + Penalty 1822.750471 = -1336770.461326 nChanged 97 SP:Iteration 30Q (740.941059 sec): 3 clusters Score: Raw -1338611.947016 + Penalty 1822.750471 = -1336789.196545 nChanged 96 SP:Iteration 31Q (741.001733 sec): 3 clusters Score: Raw -1338631.751999 + Penalty 1822.750471 = -1336809.001528 nChanged 106 SP:Iteration 32Q (741.077621 sec): 3 clusters Score: Raw -1338657.246946 + Penalty 1822.750471 = -1336834.496475 nChanged 119 SP:Iteration 33Q (741.144278 sec): 3 clusters Score: Raw -1338685.880388 + Penalty 1822.750471 = -1336863.129917 nChanged 118 SP:Iteration 34Q (741.206874 sec): 3 clusters Score: Raw -1338715.065047 + Penalty 1822.750471 = -1336892.314577 nChanged 116 SP:Iteration 35Q (741.270134 sec): 3 clusters Score: Raw -1338742.667144 + Penalty 1822.750471 = -1336919.916674 nChanged 102 SP:Iteration 36Q (741.333516 sec): 3 clusters Score: Raw -1338764.667488 + Penalty 1822.750471 = -1336941.917018 nChanged 104 SP:Iteration 37Q (741.389043 sec): 3 clusters Score: Raw -1338791.123809 + Penalty 1822.750471 = -1336968.373339 nChanged 118 SP:Iteration 38Q (741.461613 sec): 3 clusters Score: Raw -1338828.839994 + Penalty 1822.750471 = -1337006.089523 nChanged 138 SP:Iteration 39Q (741.519547 sec): 3 clusters Score: Raw -1338874.937576 + Penalty 1822.750471 = -1337052.187105 nChanged 150 SP:Iteration 40F (741.599085 sec): 3 clusters Score: Raw -1338925.443345 + Penalty 1822.750471 = -1337102.692874 nChanged 142 SP:Iteration 41Q (741.653993 sec): 3 clusters Score: Raw -1338970.543229 + Penalty 1822.750471 = -1337147.792758 nChanged 124 SP:Iteration 42Q (741.724588 sec): 3 clusters Score: Raw -1339012.727164 + Penalty 1822.750471 = -1337189.976693 nChanged 142 SP:Iteration 43Q (741.780720 sec): 3 clusters Score: Raw -1339069.223680 + Penalty 1822.750471 = -1337246.473210 nChanged 160 SP:Iteration 44Q (741.849452 sec): 3 clusters Score: Raw -1339133.994999 + Penalty 1822.750471 = -1337311.244528 nChanged 166 SP:Iteration 45Q (741.904450 sec): 3 clusters Score: Raw -1339202.110849 + Penalty 1822.750471 = -1337379.360378 nChanged 142 SP:Iteration 46Q (741.968608 sec): 3 clusters Score: Raw -1339265.279785 + Penalty 1822.750471 = -1337442.529315 nChanged 149 SP:Iteration 47Q (742.019950 sec): 3 clusters Score: Raw -1339335.210340 + Penalty 1822.750471 = -1337512.459870 nChanged 137 SP:Iteration 48Q (742.084895 sec): 3 clusters Score: Raw -1339397.324898 + Penalty 1822.750471 = -1337574.574428 nChanged 132 SP:Iteration 49Q (742.147320 sec): 3 clusters Score: Raw -1339454.331378 + Penalty 1822.750471 = -1337631.580908 nChanged 117 SP:Iteration 50Q (742.194472 sec): 3 clusters Score: Raw -1339504.575027 + Penalty 1822.750471 = -1337681.824557 nChanged 111 SP:Iteration 51Q (742.253259 sec): 3 clusters Score: Raw -1339557.065107 + Penalty 1822.750471 = -1337734.314636 nChanged 109 SP:Iteration 52Q (742.310786 sec): 3 clusters Score: Raw -1339618.816997 + Penalty 1822.750471 = -1337796.066527 nChanged 108 SP:Iteration 53Q (742.372639 sec): 3 clusters Score: Raw -1339674.557328 + Penalty 1822.750471 = -1337851.806857 nChanged 81 SP:Iteration 54Q (742.426820 sec): 3 clusters Score: Raw -1339713.677992 + Penalty 1822.750471 = -1337890.927522 nChanged 68 SP:Iteration 55Q (742.474646 sec): 3 clusters Score: Raw -1339745.155481 + Penalty 1822.750471 = -1337922.405010 nChanged 60 SP:Iteration 56Q (742.547961 sec): 3 clusters Score: Raw -1339769.960055 + Penalty 1822.750471 = -1337947.209584 nChanged 59 SP:Iteration 57Q (742.596890 sec): 3 clusters Score: Raw -1339791.368730 + Penalty 1822.750471 = -1337968.618260 nChanged 46 SP:Iteration 58Q (742.657737 sec): 3 clusters Score: Raw -1339810.249226 + Penalty 1822.750471 = -1337987.498755 nChanged 40 SP:Iteration 59Q (742.720010 sec): 3 clusters Score: Raw -1339825.705381 + Penalty 1822.750471 = -1338002.954910 nChanged 38 SP:Iteration 60F (742.796641 sec): 3 clusters Score: Raw -1339841.486489 + Penalty 1822.750471 = -1338018.736018 nChanged 37 SP:Iteration 61Q (742.848644 sec): 3 clusters Score: Raw -1339856.873388 + Penalty 1822.750471 = -1338034.122917 nChanged 26 SP:Iteration 62Q (742.914935 sec): 3 clusters Score: Raw -1339864.141633 + Penalty 1822.750471 = -1338041.391162 nChanged 15 SP:Iteration 63Q (742.981239 sec): 3 clusters Score: Raw -1339870.477088 + Penalty 1822.750471 = -1338047.726617 nChanged 15 SP:Iteration 64Q (743.038938 sec): 3 clusters Score: Raw -1339875.851380 + Penalty 1822.750471 = -1338053.100909 nChanged 10 SP:Iteration 65Q (743.098061 sec): 3 clusters Score: Raw -1339879.648165 + Penalty 1822.750471 = -1338056.897694 nChanged 11 SP:Iteration 66Q (743.164047 sec): 3 clusters Score: Raw -1339883.566445 + Penalty 1822.750471 = -1338060.815975 nChanged 10 SP:Iteration 67Q (743.221664 sec): 3 clusters Score: Raw -1339889.296014 + Penalty 1822.750471 = -1338066.545543 nChanged 7 SP:Iteration 68Q (743.284405 sec): 3 clusters Score: Raw -1339892.207296 + Penalty 1822.750471 = -1338069.456825 nChanged 9 SP:Iteration 69Q (743.350717 sec): 3 clusters Score: Raw -1339895.764124 + Penalty 1822.750471 = -1338073.013654 nChanged 11 SP:Iteration 70Q (743.400819 sec): 3 clusters Score: Raw -1339900.694347 + Penalty 1822.750471 = -1338077.943876 nChanged 9 SP:Iteration 71Q (743.466215 sec): 3 clusters Score: Raw -1339905.708701 + Penalty 1822.750471 = -1338082.958230 nChanged 14 SP:Iteration 72Q (743.515116 sec): 3 clusters Score: Raw -1339915.949365 + Penalty 1822.750471 = -1338093.198895 nChanged 14 SP:Iteration 73Q (743.591176 sec): 3 clusters Score: Raw -1339923.385998 + Penalty 1822.750471 = -1338100.635527 nChanged 16 SP:Iteration 74Q (743.654021 sec): 3 clusters Score: Raw -1339928.783512 + Penalty 1822.750471 = -1338106.033041 nChanged 8 SP:Iteration 75Q (743.713476 sec): 3 clusters Score: Raw -1339930.719617 + Penalty 1822.750471 = -1338107.969146 nChanged 6 SP:Iteration 76Q (743.777571 sec): 3 clusters Score: Raw -1339932.769913 + Penalty 1822.750471 = -1338110.019443 nChanged 7 SP:Iteration 77Q (743.831796 sec): 3 clusters Score: Raw -1339936.017457 + Penalty 1822.750471 = -1338113.266987 nChanged 7 SP:Iteration 78Q (743.901104 sec): 3 clusters Score: Raw -1339938.487085 + Penalty 1822.750471 = -1338115.736615 nChanged 4 SP:Iteration 79Q (743.950346 sec): 3 clusters Score: Raw -1339939.577903 + Penalty 1822.750471 = -1338116.827433 nChanged 2 SP:Iteration 80F (744.014148 sec): 3 clusters Score: Raw -1339939.917974 + Penalty 1822.750471 = -1338117.167503 nChanged 0 Trying to split cluster 18 (6901 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (744.052787 sec): 2 clusters Score: Raw -629695.417770 + Penalty 839.745053 = -628855.672717 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (744.118094 sec): 3 clusters Score: Raw -625777.723596 + Penalty 1679.490105 = -624098.233491 nChanged 3023 SP:Iteration 1F (744.168904 sec): 3 clusters Score: Raw -627406.944534 + Penalty 1679.490105 = -625727.454429 nChanged 444 SP:Iteration 2F (744.215321 sec): 3 clusters Score: Raw -627698.050972 + Penalty 1679.490105 = -626018.560867 nChanged 443 SP:Iteration 3F (744.272661 sec): 3 clusters Score: Raw -628149.720494 + Penalty 1679.490105 = -626470.230388 nChanged 549 SP:Iteration 4F (744.328876 sec): 3 clusters Score: Raw -628862.045046 + Penalty 1679.490105 = -627182.554940 nChanged 668 SP:Iteration 5F (744.378364 sec): 3 clusters Score: Raw -629702.898095 + Penalty 1679.490105 = -628023.407989 nChanged 663 SP:Iteration 6F (744.427834 sec): 3 clusters Score: Raw -630299.571540 + Penalty 1679.490105 = -628620.081435 nChanged 509 SP:Iteration 7F (744.490088 sec): 3 clusters Score: Raw -630696.392185 + Penalty 1679.490105 = -629016.902079 nChanged 378 SP:Iteration 8F (744.544410 sec): 3 clusters Score: Raw -631001.673909 + Penalty 1679.490105 = -629322.183803 nChanged 269 SP:Iteration 9Q (744.603675 sec): 3 clusters Score: Raw -631189.261983 + Penalty 1679.490105 = -629509.771878 nChanged 188 SP:Iteration 10Q (744.656176 sec): 3 clusters Score: Raw -631315.369101 + Penalty 1679.490105 = -629635.878996 nChanged 141 SP:Iteration 11Q (744.710241 sec): 3 clusters Score: Raw -631391.517943 + Penalty 1679.490105 = -629712.027837 nChanged 108 SP:Iteration 12Q (744.770282 sec): 3 clusters Score: Raw -631451.799595 + Penalty 1679.490105 = -629772.309489 nChanged 92 SP:Iteration 13Q (744.820125 sec): 3 clusters Score: Raw -631486.601925 + Penalty 1679.490105 = -629807.111820 nChanged 54 SP:Iteration 14Q (744.877189 sec): 3 clusters Score: Raw -631504.181153 + Penalty 1679.490105 = -629824.691048 nChanged 41 SP:Iteration 15Q (744.929236 sec): 3 clusters Score: Raw -631515.559425 + Penalty 1679.490105 = -629836.069320 nChanged 40 SP:Iteration 16Q (744.989601 sec): 3 clusters Score: Raw -631527.397288 + Penalty 1679.490105 = -629847.907183 nChanged 36 SP:Iteration 17Q (745.037546 sec): 3 clusters Score: Raw -631538.264449 + Penalty 1679.490105 = -629858.774343 nChanged 25 SP:Iteration 18Q (745.084688 sec): 3 clusters Score: Raw -631544.305026 + Penalty 1679.490105 = -629864.814921 nChanged 20 SP:Iteration 19Q (745.137368 sec): 3 clusters Score: Raw -631548.274568 + Penalty 1679.490105 = -629868.784463 nChanged 12 SP:Iteration 20F (745.199923 sec): 3 clusters Score: Raw -631550.535979 + Penalty 1679.490105 = -629871.045874 nChanged 12 SP:Iteration 21Q (745.245957 sec): 3 clusters Score: Raw -631552.384851 + Penalty 1679.490105 = -629872.894746 nChanged 11 SP:Iteration 22Q (745.298309 sec): 3 clusters Score: Raw -631554.209153 + Penalty 1679.490105 = -629874.719048 nChanged 9 SP:Iteration 23Q (745.352580 sec): 3 clusters Score: Raw -631555.477351 + Penalty 1679.490105 = -629875.987246 nChanged 6 SP:Iteration 24Q (745.419428 sec): 3 clusters Score: Raw -631556.330375 + Penalty 1679.490105 = -629876.840269 nChanged 2 SP:Iteration 25Q (745.465724 sec): 3 clusters Score: Raw -631556.565809 + Penalty 1679.490105 = -629877.075703 nChanged 5 SP:Iteration 26Q (745.532618 sec): 3 clusters Score: Raw -631557.325055 + Penalty 1679.490105 = -629877.834950 nChanged 3 SP:Iteration 27Q (745.590370 sec): 3 clusters Score: Raw -631557.710431 + Penalty 1679.490105 = -629878.220325 nChanged 2 SP:Iteration 28Q (745.637536 sec): 3 clusters Score: Raw -631558.117888 + Penalty 1679.490105 = -629878.627783 nChanged 2 SP:Iteration 29Q (745.699391 sec): 3 clusters Score: Raw -631558.485493 + Penalty 1679.490105 = -629878.995387 nChanged 1 SP:Iteration 30Q (745.759228 sec): 3 clusters Score: Raw -631558.599844 + Penalty 1679.490105 = -629879.109739 nChanged 0 SP:Iteration 31F (745.815835 sec): 3 clusters Score: Raw -631558.599844 + Penalty 1679.490105 = -629879.109739 nChanged 0 Score: Raw -89399564.941284 + Penalty 40630.590437 = -89358934.350847 Splitting cluster 18 changes total score from -89328860.701514 to -89358934.350847 So it's getting split into cluster 31. Trying to split cluster 19 (32588 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (759.712634 sec): 2 clusters Score: Raw -3129439.854069 + Penalty 987.211443 = -3128452.642626 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (759.795160 sec): 3 clusters Score: Raw -3108813.359500 + Penalty 1974.422886 = -3106838.936614 nChanged 15341 SP:Iteration 1F (759.883141 sec): 3 clusters Score: Raw -3117461.648573 + Penalty 1974.422886 = -3115487.225687 nChanged 1577 SP:Iteration 2Q (759.967728 sec): 3 clusters Score: Raw -3118160.771683 + Penalty 1974.422886 = -3116186.348797 nChanged 1982 SP:Iteration 3F (760.059655 sec): 3 clusters Score: Raw -3119329.706806 + Penalty 1974.422886 = -3117355.283919 nChanged 2506 SP:Iteration 4F (760.146288 sec): 3 clusters Score: Raw -3121292.315843 + Penalty 1974.422886 = -3119317.892956 nChanged 2848 SP:Iteration 5F (760.222295 sec): 3 clusters Score: Raw -3123932.339270 + Penalty 1974.422886 = -3121957.916384 nChanged 2612 SP:Iteration 6F (760.313068 sec): 3 clusters Score: Raw -3126834.039201 + Penalty 1974.422886 = -3124859.616315 nChanged 1883 SP:Iteration 7F (760.395589 sec): 3 clusters Score: Raw -3129125.057348 + Penalty 1974.422886 = -3127150.634462 nChanged 1017 SP:Iteration 8Q (760.478323 sec): 3 clusters Score: Raw -3130062.800187 + Penalty 1974.422886 = -3128088.377301 nChanged 546 SP:Iteration 9Q (760.564525 sec): 3 clusters Score: Raw -3130416.690243 + Penalty 1974.422886 = -3128442.267356 nChanged 347 SP:Iteration 10Q (760.649139 sec): 3 clusters Score: Raw -3130570.144914 + Penalty 1974.422886 = -3128595.722027 nChanged 225 SP:Iteration 11Q (760.732628 sec): 3 clusters Score: Raw -3130642.883037 + Penalty 1974.422886 = -3128668.460151 nChanged 147 SP:Iteration 12Q (760.805767 sec): 3 clusters Score: Raw -3130676.777607 + Penalty 1974.422886 = -3128702.354721 nChanged 122 SP:Iteration 13Q (760.898021 sec): 3 clusters Score: Raw -3130697.111644 + Penalty 1974.422886 = -3128722.688758 nChanged 77 SP:Iteration 14Q (760.972729 sec): 3 clusters Score: Raw -3130708.805377 + Penalty 1974.422886 = -3128734.382490 nChanged 68 SP:Iteration 15Q (761.049511 sec): 3 clusters Score: Raw -3130717.504253 + Penalty 1974.422886 = -3128743.081366 nChanged 55 SP:Iteration 16Q (761.133345 sec): 3 clusters Score: Raw -3130723.664400 + Penalty 1974.422886 = -3128749.241513 nChanged 39 SP:Iteration 17Q (761.217365 sec): 3 clusters Score: Raw -3130727.197797 + Penalty 1974.422886 = -3128752.774911 nChanged 31 SP:Iteration 18Q (761.300151 sec): 3 clusters Score: Raw -3130729.568641 + Penalty 1974.422886 = -3128755.145755 nChanged 25 SP:Iteration 19Q (761.383495 sec): 3 clusters Score: Raw -3130731.238796 + Penalty 1974.422886 = -3128756.815910 nChanged 21 SP:Iteration 20F (761.471963 sec): 3 clusters Score: Raw -3130732.224803 + Penalty 1974.422886 = -3128757.801917 nChanged 16 SP:Iteration 21Q (761.547711 sec): 3 clusters Score: Raw -3130733.295456 + Penalty 1974.422886 = -3128758.872570 nChanged 20 SP:Iteration 22Q (761.631204 sec): 3 clusters Score: Raw -3130734.543007 + Penalty 1974.422886 = -3128760.120121 nChanged 14 SP:Iteration 23Q (761.713604 sec): 3 clusters Score: Raw -3130735.251504 + Penalty 1974.422886 = -3128760.828618 nChanged 11 SP:Iteration 24Q (761.795835 sec): 3 clusters Score: Raw -3130735.884167 + Penalty 1974.422886 = -3128761.461281 nChanged 20 SP:Iteration 25Q (761.875816 sec): 3 clusters Score: Raw -3130737.186417 + Penalty 1974.422886 = -3128762.763531 nChanged 18 SP:Iteration 26Q (761.954165 sec): 3 clusters Score: Raw -3130738.399916 + Penalty 1974.422886 = -3128763.977029 nChanged 19 SP:Iteration 27Q (762.040471 sec): 3 clusters Score: Raw -3130739.350206 + Penalty 1974.422886 = -3128764.927320 nChanged 15 SP:Iteration 28Q (762.119557 sec): 3 clusters Score: Raw -3130740.033317 + Penalty 1974.422886 = -3128765.610430 nChanged 5 SP:Iteration 29Q (762.201290 sec): 3 clusters Score: Raw -3130740.236561 + Penalty 1974.422886 = -3128765.813675 nChanged 7 SP:Iteration 30Q (762.287891 sec): 3 clusters Score: Raw -3130740.500729 + Penalty 1974.422886 = -3128766.077842 nChanged 2 SP:Iteration 31Q (762.372635 sec): 3 clusters Score: Raw -3130740.569633 + Penalty 1974.422886 = -3128766.146747 nChanged 2 SP:Iteration 32Q (762.445544 sec): 3 clusters Score: Raw -3130740.663486 + Penalty 1974.422886 = -3128766.240600 nChanged 1 SP:Iteration 33Q (762.536662 sec): 3 clusters Score: Raw -3130740.692914 + Penalty 1974.422886 = -3128766.270028 nChanged 1 SP:Iteration 34Q (762.618822 sec): 3 clusters Score: Raw -3130740.728155 + Penalty 1974.422886 = -3128766.305268 nChanged 0 SP:Iteration 35F (762.707277 sec): 3 clusters Score: Raw -3130740.728155 + Penalty 1974.422886 = -3128766.305268 nChanged 0 Score: Raw -89400865.815370 + Penalty 41941.254645 = -89358924.560725 Splitting cluster 19 changes total score from -89328860.701514 to -89358924.560725 So it's getting split into cluster 32. Trying to split cluster 20 (15710 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (777.606021 sec): 2 clusters Score: Raw -1310454.510252 + Penalty 917.895009 = -1309536.615243 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (777.674455 sec): 3 clusters Score: Raw -1300756.024941 + Penalty 1835.790019 = -1298920.234922 nChanged 7227 SP:Iteration 1F (777.738195 sec): 3 clusters Score: Raw -1305359.624245 + Penalty 1835.790019 = -1303523.834226 nChanged 1172 SP:Iteration 2F (777.803614 sec): 3 clusters Score: Raw -1306190.674986 + Penalty 1835.790019 = -1304354.884967 nChanged 1309 SP:Iteration 3F (777.870024 sec): 3 clusters Score: Raw -1307169.565923 + Penalty 1835.790019 = -1305333.775904 nChanged 1258 SP:Iteration 4F (777.925912 sec): 3 clusters Score: Raw -1308128.911820 + Penalty 1835.790019 = -1306293.121801 nChanged 1122 SP:Iteration 5F (777.991835 sec): 3 clusters Score: Raw -1308995.252053 + Penalty 1835.790019 = -1307159.462035 nChanged 934 SP:Iteration 6F (778.066689 sec): 3 clusters Score: Raw -1309672.319752 + Penalty 1835.790019 = -1307836.529733 nChanged 702 SP:Iteration 7Q (778.123066 sec): 3 clusters Score: Raw -1310137.903951 + Penalty 1835.790019 = -1308302.113933 nChanged 488 SP:Iteration 8Q (778.186322 sec): 3 clusters Score: Raw -1310400.774042 + Penalty 1835.790019 = -1308564.984023 nChanged 305 SP:Iteration 9Q (778.247823 sec): 3 clusters Score: Raw -1310543.635452 + Penalty 1835.790019 = -1308707.845433 nChanged 216 SP:Iteration 10Q (778.309323 sec): 3 clusters Score: Raw -1310636.974877 + Penalty 1835.790019 = -1308801.184858 nChanged 178 SP:Iteration 11Q (778.380164 sec): 3 clusters Score: Raw -1310708.290835 + Penalty 1835.790019 = -1308872.500816 nChanged 141 SP:Iteration 12Q (778.448128 sec): 3 clusters Score: Raw -1310759.023445 + Penalty 1835.790019 = -1308923.233426 nChanged 121 SP:Iteration 13Q (778.509636 sec): 3 clusters Score: Raw -1310801.631691 + Penalty 1835.790019 = -1308965.841672 nChanged 115 SP:Iteration 14Q (778.578758 sec): 3 clusters Score: Raw -1310845.007875 + Penalty 1835.790019 = -1309009.217856 nChanged 109 SP:Iteration 15Q (778.649954 sec): 3 clusters Score: Raw -1310889.972506 + Penalty 1835.790019 = -1309054.182487 nChanged 96 SP:Iteration 16Q (778.708083 sec): 3 clusters Score: Raw -1310935.489505 + Penalty 1835.790019 = -1309099.699486 nChanged 89 SP:Iteration 17Q (778.780854 sec): 3 clusters Score: Raw -1310981.111452 + Penalty 1835.790019 = -1309145.321433 nChanged 78 SP:Iteration 18Q (778.849651 sec): 3 clusters Score: Raw -1311011.164819 + Penalty 1835.790019 = -1309175.374800 nChanged 66 SP:Iteration 19Q (778.907772 sec): 3 clusters Score: Raw -1311038.999280 + Penalty 1835.790019 = -1309203.209261 nChanged 66 SP:Iteration 20F (778.970861 sec): 3 clusters Score: Raw -1311066.137885 + Penalty 1835.790019 = -1309230.347866 nChanged 52 SP:Iteration 21Q (779.035865 sec): 3 clusters Score: Raw -1311084.085618 + Penalty 1835.790019 = -1309248.295599 nChanged 45 SP:Iteration 22Q (779.106785 sec): 3 clusters Score: Raw -1311098.034602 + Penalty 1835.790019 = -1309262.244583 nChanged 48 SP:Iteration 23Q (779.167896 sec): 3 clusters Score: Raw -1311113.223136 + Penalty 1835.790019 = -1309277.433117 nChanged 42 SP:Iteration 24Q (779.232452 sec): 3 clusters Score: Raw -1311124.485710 + Penalty 1835.790019 = -1309288.695691 nChanged 27 SP:Iteration 25Q (779.289148 sec): 3 clusters Score: Raw -1311133.360926 + Penalty 1835.790019 = -1309297.570907 nChanged 31 SP:Iteration 26Q (779.357549 sec): 3 clusters Score: Raw -1311144.676812 + Penalty 1835.790019 = -1309308.886793 nChanged 27 SP:Iteration 27Q (779.419302 sec): 3 clusters Score: Raw -1311155.788977 + Penalty 1835.790019 = -1309319.998958 nChanged 28 SP:Iteration 28Q (779.492494 sec): 3 clusters Score: Raw -1311168.143885 + Penalty 1835.790019 = -1309332.353866 nChanged 26 SP:Iteration 29Q (779.552590 sec): 3 clusters Score: Raw -1311177.593419 + Penalty 1835.790019 = -1309341.803400 nChanged 33 SP:Iteration 30Q (779.610746 sec): 3 clusters Score: Raw -1311189.847326 + Penalty 1835.790019 = -1309354.057307 nChanged 38 SP:Iteration 31Q (779.675173 sec): 3 clusters Score: Raw -1311210.896117 + Penalty 1835.790019 = -1309375.106098 nChanged 38 SP:Iteration 32Q (779.743655 sec): 3 clusters Score: Raw -1311235.377284 + Penalty 1835.790019 = -1309399.587265 nChanged 42 SP:Iteration 33Q (779.800470 sec): 3 clusters Score: Raw -1311260.194333 + Penalty 1835.790019 = -1309424.404314 nChanged 46 SP:Iteration 34Q (779.853611 sec): 3 clusters Score: Raw -1311289.019423 + Penalty 1835.790019 = -1309453.229404 nChanged 45 SP:Iteration 35Q (779.930258 sec): 3 clusters Score: Raw -1311316.653348 + Penalty 1835.790019 = -1309480.863329 nChanged 49 SP:Iteration 36Q (779.990534 sec): 3 clusters Score: Raw -1311358.540784 + Penalty 1835.790019 = -1309522.750765 nChanged 48 SP:Iteration 37Q (780.053327 sec): 3 clusters Score: Raw -1311402.638917 + Penalty 1835.790019 = -1309566.848898 nChanged 56 SP:Iteration 38Q (780.121614 sec): 3 clusters Score: Raw -1311458.997572 + Penalty 1835.790019 = -1309623.207553 nChanged 61 SP:Iteration 39Q (780.185678 sec): 3 clusters Score: Raw -1311529.195287 + Penalty 1835.790019 = -1309693.405269 nChanged 66 SP:Iteration 40F (780.249888 sec): 3 clusters Score: Raw -1311581.779622 + Penalty 1835.790019 = -1309745.989603 nChanged 50 SP:Iteration 41Q (780.316145 sec): 3 clusters Score: Raw -1311612.606979 + Penalty 1835.790019 = -1309776.816960 nChanged 46 SP:Iteration 42Q (780.379923 sec): 3 clusters Score: Raw -1311631.844128 + Penalty 1835.790019 = -1309796.054109 nChanged 31 SP:Iteration 43Q (780.431794 sec): 3 clusters Score: Raw -1311639.149954 + Penalty 1835.790019 = -1309803.359935 nChanged 20 SP:Iteration 44Q (780.505048 sec): 3 clusters Score: Raw -1311642.820880 + Penalty 1835.790019 = -1309807.030861 nChanged 11 SP:Iteration 45Q (780.568372 sec): 3 clusters Score: Raw -1311645.306977 + Penalty 1835.790019 = -1309809.516958 nChanged 11 SP:Iteration 46Q (780.632632 sec): 3 clusters Score: Raw -1311648.025436 + Penalty 1835.790019 = -1309812.235417 nChanged 5 SP:Iteration 47Q (780.697897 sec): 3 clusters Score: Raw -1311648.990879 + Penalty 1835.790019 = -1309813.200860 nChanged 2 SP:Iteration 48Q (780.764766 sec): 3 clusters Score: Raw -1311649.295730 + Penalty 1835.790019 = -1309813.505711 nChanged 1 SP:Iteration 49Q (780.823922 sec): 3 clusters Score: Raw -1311649.402818 + Penalty 1835.790019 = -1309813.612799 nChanged 1 SP:Iteration 50Q (780.880536 sec): 3 clusters Score: Raw -1311649.543583 + Penalty 1835.790019 = -1309813.753564 nChanged 2 SP:Iteration 51Q (780.954102 sec): 3 clusters Score: Raw -1311649.927407 + Penalty 1835.790019 = -1309814.137388 nChanged 2 SP:Iteration 52Q (781.011376 sec): 3 clusters Score: Raw -1311650.033606 + Penalty 1835.790019 = -1309814.243587 nChanged 0 SP:Iteration 53F (781.081012 sec): 3 clusters Score: Raw -1311650.033606 + Penalty 1835.790019 = -1309814.243587 nChanged 0 Score: Raw -89402061.338723 + Penalty 43251.918853 = -89358809.419870 Splitting cluster 20 changes total score from -89328860.701514 to -89358809.419870 So it's getting split into cluster 33. Trying to split cluster 21 (289748 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (796.797251 sec): 2 clusters Score: Raw -27623913.046427 + Penalty 1194.792852 = -27622718.253576 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (797.203191 sec): 3 clusters Score: Raw -27428853.064625 + Penalty 2389.585703 = -27426463.478921 nChanged 141916 SP:Iteration 1F (797.597118 sec): 3 clusters Score: Raw -27516839.404896 + Penalty 2389.585703 = -27514449.819193 nChanged 11686 SP:Iteration 2Q (798.032221 sec): 3 clusters Score: Raw -27520791.842580 + Penalty 2389.585703 = -27518402.256877 nChanged 13892 SP:Iteration 3Q (798.468675 sec): 3 clusters Score: Raw -27527236.192329 + Penalty 2389.585703 = -27524846.606626 nChanged 17354 SP:Iteration 4F (798.873890 sec): 3 clusters Score: Raw -27537680.281480 + Penalty 2389.585703 = -27535290.695777 nChanged 20223 SP:Iteration 5F (799.290416 sec): 3 clusters Score: Raw -27552494.903871 + Penalty 2389.585703 = -27550105.318168 nChanged 20702 SP:Iteration 6F (799.690989 sec): 3 clusters Score: Raw -27569694.459029 + Penalty 2389.585703 = -27567304.873326 nChanged 18243 SP:Iteration 7F (800.093658 sec): 3 clusters Score: Raw -27585023.546673 + Penalty 2389.585703 = -27582633.960970 nChanged 13844 SP:Iteration 8Q (800.502528 sec): 3 clusters Score: Raw -27594712.145283 + Penalty 2389.585703 = -27592322.559580 nChanged 9477 SP:Iteration 9Q (800.917236 sec): 3 clusters Score: Raw -27600332.642182 + Penalty 2389.585703 = -27597943.056479 nChanged 7302 SP:Iteration 10Q (801.317274 sec): 3 clusters Score: Raw -27604698.078407 + Penalty 2389.585703 = -27602308.492704 nChanged 6543 SP:Iteration 11Q (801.710148 sec): 3 clusters Score: Raw -27608889.756331 + Penalty 2389.585703 = -27606500.170628 nChanged 6019 SP:Iteration 12Q (802.105580 sec): 3 clusters Score: Raw -27613090.691842 + Penalty 2389.585703 = -27610701.106138 nChanged 5548 SP:Iteration 13Q (802.482501 sec): 3 clusters Score: Raw -27617254.020793 + Penalty 2389.585703 = -27614864.435090 nChanged 4978 SP:Iteration 14Q (802.852629 sec): 3 clusters Score: Raw -27621156.136019 + Penalty 2389.585703 = -27618766.550316 nChanged 4130 SP:Iteration 15Q (803.227379 sec): 3 clusters Score: Raw -27624383.546272 + Penalty 2389.585703 = -27621993.960569 nChanged 3384 SP:Iteration 16Q (803.593372 sec): 3 clusters Score: Raw -27626761.334435 + Penalty 2389.585703 = -27624371.748732 nChanged 2701 SP:Iteration 17Q (803.960784 sec): 3 clusters Score: Raw -27628230.966071 + Penalty 2389.585703 = -27625841.380368 nChanged 2077 SP:Iteration 18Q (804.288504 sec): 3 clusters Score: Raw -27629062.454028 + Penalty 2389.585703 = -27626672.868325 nChanged 1534 SP:Iteration 19Q (804.617485 sec): 3 clusters Score: Raw -27629519.625087 + Penalty 2389.585703 = -27627130.039384 nChanged 1140 SP:Iteration 20F (805.017310 sec): 3 clusters Score: Raw -27629815.164116 + Penalty 2389.585703 = -27627425.578413 nChanged 968 SP:Iteration 21Q (805.388272 sec): 3 clusters Score: Raw -27630030.858782 + Penalty 2389.585703 = -27627641.273079 nChanged 754 SP:Iteration 22Q (805.734136 sec): 3 clusters Score: Raw -27630156.249872 + Penalty 2389.585703 = -27627766.664169 nChanged 593 SP:Iteration 23Q (806.089784 sec): 3 clusters Score: Raw -27630240.834621 + Penalty 2389.585703 = -27627851.248918 nChanged 498 SP:Iteration 24Q (806.413334 sec): 3 clusters Score: Raw -27630297.295083 + Penalty 2389.585703 = -27627907.709380 nChanged 432 SP:Iteration 25Q (806.741776 sec): 3 clusters Score: Raw -27630344.385943 + Penalty 2389.585703 = -27627954.800240 nChanged 370 SP:Iteration 26Q (807.110832 sec): 3 clusters Score: Raw -27630383.184668 + Penalty 2389.585703 = -27627993.598965 nChanged 355 SP:Iteration 27Q (807.465471 sec): 3 clusters Score: Raw -27630413.899847 + Penalty 2389.585703 = -27628024.314144 nChanged 282 SP:Iteration 28Q (807.823097 sec): 3 clusters Score: Raw -27630434.041513 + Penalty 2389.585703 = -27628044.455810 nChanged 251 SP:Iteration 29Q (808.164646 sec): 3 clusters Score: Raw -27630449.849971 + Penalty 2389.585703 = -27628060.264268 nChanged 221 SP:Iteration 30Q (808.511105 sec): 3 clusters Score: Raw -27630462.188713 + Penalty 2389.585703 = -27628072.603009 nChanged 190 SP:Iteration 31Q (808.856626 sec): 3 clusters Score: Raw -27630471.762966 + Penalty 2389.585703 = -27628082.177263 nChanged 164 SP:Iteration 32Q (809.210577 sec): 3 clusters Score: Raw -27630479.449228 + Penalty 2389.585703 = -27628089.863525 nChanged 161 SP:Iteration 33Q (809.524425 sec): 3 clusters Score: Raw -27630486.278960 + Penalty 2389.585703 = -27628096.693257 nChanged 158 SP:Iteration 34Q (809.841064 sec): 3 clusters Score: Raw -27630493.160410 + Penalty 2389.585703 = -27628103.574706 nChanged 144 SP:Iteration 35Q (810.170691 sec): 3 clusters Score: Raw -27630498.860523 + Penalty 2389.585703 = -27628109.274820 nChanged 126 SP:Iteration 36Q (810.506081 sec): 3 clusters Score: Raw -27630503.312736 + Penalty 2389.585703 = -27628113.727033 nChanged 99 SP:Iteration 37Q (810.860937 sec): 3 clusters Score: Raw -27630506.723387 + Penalty 2389.585703 = -27628117.137684 nChanged 87 SP:Iteration 38Q (811.203467 sec): 3 clusters Score: Raw -27630509.465299 + Penalty 2389.585703 = -27628119.879596 nChanged 86 SP:Iteration 39Q (811.536980 sec): 3 clusters Score: Raw -27630512.058853 + Penalty 2389.585703 = -27628122.473150 nChanged 70 SP:Iteration 40F (811.936151 sec): 3 clusters Score: Raw -27630514.049415 + Penalty 2389.585703 = -27628124.463712 nChanged 68 SP:Iteration 41Q (812.288826 sec): 3 clusters Score: Raw -27630516.062561 + Penalty 2389.585703 = -27628126.476858 nChanged 73 SP:Iteration 42Q (812.624429 sec): 3 clusters Score: Raw -27630517.603389 + Penalty 2389.585703 = -27628128.017686 nChanged 45 SP:Iteration 43Q (812.971976 sec): 3 clusters Score: Raw -27630518.371395 + Penalty 2389.585703 = -27628128.785692 nChanged 46 SP:Iteration 44Q (813.317568 sec): 3 clusters Score: Raw -27630519.333882 + Penalty 2389.585703 = -27628129.748179 nChanged 39 SP:Iteration 45Q (813.648666 sec): 3 clusters Score: Raw -27630520.097810 + Penalty 2389.585703 = -27628130.512107 nChanged 30 SP:Iteration 46Q (814.004880 sec): 3 clusters Score: Raw -27630520.691014 + Penalty 2389.585703 = -27628131.105311 nChanged 27 SP:Iteration 47Q (814.344163 sec): 3 clusters Score: Raw -27630521.362408 + Penalty 2389.585703 = -27628131.776705 nChanged 29 SP:Iteration 48Q (814.673044 sec): 3 clusters Score: Raw -27630522.162249 + Penalty 2389.585703 = -27628132.576546 nChanged 33 SP:Iteration 49Q (815.013817 sec): 3 clusters Score: Raw -27630522.819473 + Penalty 2389.585703 = -27628133.233769 nChanged 31 SP:Iteration 50Q (815.335319 sec): 3 clusters Score: Raw -27630523.364457 + Penalty 2389.585703 = -27628133.778754 nChanged 26 SP:Iteration 51Q (815.673341 sec): 3 clusters Score: Raw -27630523.799423 + Penalty 2389.585703 = -27628134.213720 nChanged 27 SP:Iteration 52Q (816.019005 sec): 3 clusters Score: Raw -27630524.313963 + Penalty 2389.585703 = -27628134.728260 nChanged 17 SP:Iteration 53Q (816.327633 sec): 3 clusters Score: Raw -27630524.541351 + Penalty 2389.585703 = -27628134.955648 nChanged 18 SP:Iteration 54Q (816.646209 sec): 3 clusters Score: Raw -27630524.799872 + Penalty 2389.585703 = -27628135.214169 nChanged 7 SP:Iteration 55Q (816.961570 sec): 3 clusters Score: Raw -27630524.906146 + Penalty 2389.585703 = -27628135.320442 nChanged 9 SP:Iteration 56Q (817.309495 sec): 3 clusters Score: Raw -27630525.033461 + Penalty 2389.585703 = -27628135.447758 nChanged 7 SP:Iteration 57Q (817.665210 sec): 3 clusters Score: Raw -27630525.108701 + Penalty 2389.585703 = -27628135.522997 nChanged 5 SP:Iteration 58Q (818.008449 sec): 3 clusters Score: Raw -27630525.144734 + Penalty 2389.585703 = -27628135.559031 nChanged 5 SP:Iteration 59Q (818.347649 sec): 3 clusters Score: Raw -27630525.187571 + Penalty 2389.585703 = -27628135.601868 nChanged 3 SP:Iteration 60F (818.745407 sec): 3 clusters Score: Raw -27630525.216257 + Penalty 2389.585703 = -27628135.630553 nChanged 1 SP:Iteration 61Q (819.064493 sec): 3 clusters Score: Raw -27630525.219542 + Penalty 2389.585703 = -27628135.633839 nChanged 0 SP:Iteration 62F (819.467704 sec): 3 clusters Score: Raw -27630525.219542 + Penalty 2389.585703 = -27628135.633839 nChanged 0 Score: Raw -89408673.511836 + Penalty 44562.583060 = -89364110.928776 Splitting cluster 21 changes total score from -89328860.701514 to -89364110.928776 So it's getting split into cluster 34. Trying to split cluster 22 (96060 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (835.238847 sec): 2 clusters Score: Raw -9279622.787143 + Penalty 1089.909186 = -9278532.877957 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (835.399839 sec): 3 clusters Score: Raw -9216140.585800 + Penalty 2179.818372 = -9213960.767428 nChanged 46299 SP:Iteration 1F (835.563903 sec): 3 clusters Score: Raw -9243901.696427 + Penalty 2179.818372 = -9241721.878054 nChanged 3693 SP:Iteration 2Q (835.734693 sec): 3 clusters Score: Raw -9245251.682194 + Penalty 2179.818372 = -9243071.863822 nChanged 4639 SP:Iteration 3Q (835.903320 sec): 3 clusters Score: Raw -9247495.039529 + Penalty 2179.818372 = -9245315.221157 nChanged 5911 SP:Iteration 4F (836.076397 sec): 3 clusters Score: Raw -9251189.107164 + Penalty 2179.818372 = -9249009.288791 nChanged 7083 SP:Iteration 5F (836.233543 sec): 3 clusters Score: Raw -9256547.946370 + Penalty 2179.818372 = -9254368.127997 nChanged 7290 SP:Iteration 6F (836.399894 sec): 3 clusters Score: Raw -9262833.787240 + Penalty 2179.818372 = -9260653.968867 nChanged 6223 SP:Iteration 7F (836.560952 sec): 3 clusters Score: Raw -9268388.631369 + Penalty 2179.818372 = -9266208.812997 nChanged 4499 SP:Iteration 8Q (836.726972 sec): 3 clusters Score: Raw -9272194.445008 + Penalty 2179.818372 = -9270014.626636 nChanged 3056 SP:Iteration 9Q (836.882344 sec): 3 clusters Score: Raw -9274431.783628 + Penalty 2179.818372 = -9272251.965256 nChanged 2096 SP:Iteration 10Q (837.036089 sec): 3 clusters Score: Raw -9275751.461442 + Penalty 2179.818372 = -9273571.643069 nChanged 1565 SP:Iteration 11Q (837.187936 sec): 3 clusters Score: Raw -9276676.970650 + Penalty 2179.818372 = -9274497.152278 nChanged 1272 SP:Iteration 12Q (837.333083 sec): 3 clusters Score: Raw -9277399.908661 + Penalty 2179.818372 = -9275220.090289 nChanged 1075 SP:Iteration 13Q (837.482848 sec): 3 clusters Score: Raw -9277994.514219 + Penalty 2179.818372 = -9275814.695846 nChanged 897 SP:Iteration 14Q (837.638777 sec): 3 clusters Score: Raw -9278459.681772 + Penalty 2179.818372 = -9276279.863400 nChanged 744 SP:Iteration 15Q (837.788129 sec): 3 clusters Score: Raw -9278847.924255 + Penalty 2179.818372 = -9276668.105883 nChanged 630 SP:Iteration 16Q (837.938040 sec): 3 clusters Score: Raw -9279163.264323 + Penalty 2179.818372 = -9276983.445950 nChanged 464 SP:Iteration 17Q (838.085701 sec): 3 clusters Score: Raw -9279373.525385 + Penalty 2179.818372 = -9277193.707012 nChanged 351 SP:Iteration 18Q (838.226628 sec): 3 clusters Score: Raw -9279541.948963 + Penalty 2179.818372 = -9277362.130590 nChanged 283 SP:Iteration 19Q (838.374629 sec): 3 clusters Score: Raw -9279673.464120 + Penalty 2179.818372 = -9277493.645748 nChanged 231 SP:Iteration 20F (838.538223 sec): 3 clusters Score: Raw -9279777.600432 + Penalty 2179.818372 = -9277597.782059 nChanged 191 SP:Iteration 21Q (838.667286 sec): 3 clusters Score: Raw -9279863.169760 + Penalty 2179.818372 = -9277683.351388 nChanged 150 SP:Iteration 22Q (838.807011 sec): 3 clusters Score: Raw -9279917.649796 + Penalty 2179.818372 = -9277737.831423 nChanged 118 SP:Iteration 23Q (838.958736 sec): 3 clusters Score: Raw -9279956.431618 + Penalty 2179.818372 = -9277776.613246 nChanged 96 SP:Iteration 24Q (839.093059 sec): 3 clusters Score: Raw -9279984.864384 + Penalty 2179.818372 = -9277805.046012 nChanged 76 SP:Iteration 25Q (839.223910 sec): 3 clusters Score: Raw -9280011.435486 + Penalty 2179.818372 = -9277831.617114 nChanged 72 SP:Iteration 26Q (839.366112 sec): 3 clusters Score: Raw -9280036.491733 + Penalty 2179.818372 = -9277856.673360 nChanged 69 SP:Iteration 27Q (839.495881 sec): 3 clusters Score: Raw -9280056.518788 + Penalty 2179.818372 = -9277876.700416 nChanged 51 SP:Iteration 28Q (839.635646 sec): 3 clusters Score: Raw -9280069.675666 + Penalty 2179.818372 = -9277889.857294 nChanged 46 SP:Iteration 29Q (839.782398 sec): 3 clusters Score: Raw -9280080.239734 + Penalty 2179.818372 = -9277900.421362 nChanged 33 SP:Iteration 30Q (839.926489 sec): 3 clusters Score: Raw -9280086.204592 + Penalty 2179.818372 = -9277906.386220 nChanged 27 SP:Iteration 31Q (840.069311 sec): 3 clusters Score: Raw -9280092.268687 + Penalty 2179.818372 = -9277912.450315 nChanged 26 SP:Iteration 32Q (840.201919 sec): 3 clusters Score: Raw -9280098.224851 + Penalty 2179.818372 = -9277918.406479 nChanged 22 SP:Iteration 33Q (840.340472 sec): 3 clusters Score: Raw -9280103.729563 + Penalty 2179.818372 = -9277923.911190 nChanged 21 SP:Iteration 34Q (840.476416 sec): 3 clusters Score: Raw -9280109.792158 + Penalty 2179.818372 = -9277929.973785 nChanged 28 SP:Iteration 35Q (840.609195 sec): 3 clusters Score: Raw -9280117.592076 + Penalty 2179.818372 = -9277937.773703 nChanged 21 SP:Iteration 36Q (840.747956 sec): 3 clusters Score: Raw -9280122.867111 + Penalty 2179.818372 = -9277943.048738 nChanged 22 SP:Iteration 37Q (840.882946 sec): 3 clusters Score: Raw -9280128.425964 + Penalty 2179.818372 = -9277948.607592 nChanged 27 SP:Iteration 38Q (841.018469 sec): 3 clusters Score: Raw -9280134.372688 + Penalty 2179.818372 = -9277954.554316 nChanged 22 SP:Iteration 39Q (841.142734 sec): 3 clusters Score: Raw -9280139.788264 + Penalty 2179.818372 = -9277959.969892 nChanged 22 SP:Iteration 40F (841.308936 sec): 3 clusters Score: Raw -9280143.836054 + Penalty 2179.818372 = -9277964.017682 nChanged 16 SP:Iteration 41Q (841.451248 sec): 3 clusters Score: Raw -9280148.557169 + Penalty 2179.818372 = -9277968.738797 nChanged 16 SP:Iteration 42Q (841.586456 sec): 3 clusters Score: Raw -9280152.136435 + Penalty 2179.818372 = -9277972.318063 nChanged 10 SP:Iteration 43Q (841.722143 sec): 3 clusters Score: Raw -9280153.857468 + Penalty 2179.818372 = -9277974.039096 nChanged 5 SP:Iteration 44Q (841.868467 sec): 3 clusters Score: Raw -9280154.427558 + Penalty 2179.818372 = -9277974.609185 nChanged 2 SP:Iteration 45Q (842.006056 sec): 3 clusters Score: Raw -9280154.815637 + Penalty 2179.818372 = -9277974.997265 nChanged 1 SP:Iteration 46Q (842.144042 sec): 3 clusters Score: Raw -9280155.029758 + Penalty 2179.818372 = -9277975.211386 nChanged 3 SP:Iteration 47Q (842.289502 sec): 3 clusters Score: Raw -9280155.415293 + Penalty 2179.818372 = -9277975.596920 nChanged 4 SP:Iteration 48Q (842.425445 sec): 3 clusters Score: Raw -9280156.332872 + Penalty 2179.818372 = -9277976.514500 nChanged 4 SP:Iteration 49Q (842.569382 sec): 3 clusters Score: Raw -9280157.481800 + Penalty 2179.818372 = -9277977.663427 nChanged 5 SP:Iteration 50Q (842.710855 sec): 3 clusters Score: Raw -9280158.462600 + Penalty 2179.818372 = -9277978.644228 nChanged 6 SP:Iteration 51Q (842.833171 sec): 3 clusters Score: Raw -9280159.263976 + Penalty 2179.818372 = -9277979.445603 nChanged 5 SP:Iteration 52Q (842.972056 sec): 3 clusters Score: Raw -9280160.295286 + Penalty 2179.818372 = -9277980.476914 nChanged 5 SP:Iteration 53Q (843.108987 sec): 3 clusters Score: Raw -9280160.705112 + Penalty 2179.818372 = -9277980.886739 nChanged 2 SP:Iteration 54Q (843.240047 sec): 3 clusters Score: Raw -9280160.995419 + Penalty 2179.818372 = -9277981.177046 nChanged 1 SP:Iteration 55Q (843.379376 sec): 3 clusters Score: Raw -9280161.037299 + Penalty 2179.818372 = -9277981.218927 nChanged 0 SP:Iteration 56F (843.536059 sec): 3 clusters Score: Raw -9280161.037299 + Penalty 2179.818372 = -9277981.218927 nChanged 0 Trying to split cluster 23 (555 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (843.570688 sec): 2 clusters Score: Raw -40147.929692 + Penalty 600.301971 = -39547.627722 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (843.620623 sec): 3 clusters Score: Raw -40141.912741 + Penalty 1200.603942 = -38941.308800 nChanged 194 SP:Iteration 1F (843.658726 sec): 3 clusters Score: Raw -40736.278709 + Penalty 1200.603942 = -39535.674767 nChanged 69 SP:Iteration 2F (843.712765 sec): 3 clusters Score: Raw -40957.768956 + Penalty 1200.603942 = -39757.165015 nChanged 28 SP:Iteration 3F (843.753418 sec): 3 clusters Score: Raw -41085.309881 + Penalty 1200.603942 = -39884.705939 nChanged 24 SP:Iteration 4Q (843.806205 sec): 3 clusters Score: Raw -41213.859318 + Penalty 1200.603942 = -40013.255376 nChanged 25 SP:Iteration 5Q (843.852715 sec): 3 clusters Score: Raw -41295.912514 + Penalty 1200.603942 = -40095.308573 nChanged 11 SP:Iteration 6Q (843.895830 sec): 3 clusters Score: Raw -41322.876483 + Penalty 1200.603942 = -40122.272542 nChanged 10 SP:Iteration 7Q (843.943468 sec): 3 clusters Score: Raw -41336.655698 + Penalty 1200.603942 = -40136.051757 nChanged 7 SP:Iteration 8Q (843.993091 sec): 3 clusters Score: Raw -41400.096937 + Penalty 1200.603942 = -40199.492996 nChanged 6 SP:Iteration 9Q (844.043103 sec): 3 clusters Score: Raw -41507.283854 + Penalty 1200.603942 = -40306.679913 nChanged 5 SP:Iteration 10Q (844.092109 sec): 3 clusters Score: Raw -41526.373968 + Penalty 1200.603942 = -40325.770026 nChanged 2 SP:Iteration 11Q (844.138292 sec): 3 clusters Score: Raw -41529.929831 + Penalty 1200.603942 = -40329.325889 nChanged 0 SP:Iteration 12F (844.190827 sec): 3 clusters Score: Raw -41529.929831 + Penalty 1200.603942 = -40329.325889 nChanged 0 Score: Raw -89410055.511974 + Penalty 45873.247268 = -89364182.264706 Splitting cluster 23 changes total score from -89328860.701514 to -89364182.264706 So it's getting split into cluster 35. Trying to split cluster 24 (2831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (860.384644 sec): 2 clusters Score: Raw -242629.516941 + Penalty 755.096602 = -241874.420339 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (860.427624 sec): 3 clusters Score: Raw -241187.724624 + Penalty 1510.193204 = -239677.531420 nChanged 1124 SP:Iteration 1F (860.479023 sec): 3 clusters Score: Raw -241851.078492 + Penalty 1510.193204 = -240340.885288 nChanged 190 SP:Iteration 2F (860.533097 sec): 3 clusters Score: Raw -241953.334248 + Penalty 1510.193204 = -240443.141043 nChanged 130 SP:Iteration 3Q (860.584978 sec): 3 clusters Score: Raw -242020.342781 + Penalty 1510.193204 = -240510.149577 nChanged 104 SP:Iteration 4Q (860.623653 sec): 3 clusters Score: Raw -242069.071649 + Penalty 1510.193204 = -240558.878445 nChanged 100 SP:Iteration 5Q (860.672216 sec): 3 clusters Score: Raw -242130.500869 + Penalty 1510.193204 = -240620.307665 nChanged 99 SP:Iteration 6Q (860.723201 sec): 3 clusters Score: Raw -242212.742509 + Penalty 1510.193204 = -240702.549305 nChanged 119 SP:Iteration 7Q (860.775912 sec): 3 clusters Score: Raw -242324.432236 + Penalty 1510.193204 = -240814.239032 nChanged 145 SP:Iteration 8F (860.816517 sec): 3 clusters Score: Raw -242483.654288 + Penalty 1510.193204 = -240973.461084 nChanged 148 SP:Iteration 9F (860.876880 sec): 3 clusters Score: Raw -242636.278383 + Penalty 1510.193204 = -241126.085179 nChanged 145 SP:Iteration 10F (860.922251 sec): 3 clusters Score: Raw -242747.329224 + Penalty 1510.193204 = -241237.136019 nChanged 123 SP:Iteration 11Q (860.974096 sec): 3 clusters Score: Raw -242833.270299 + Penalty 1510.193204 = -241323.077095 nChanged 102 SP:Iteration 12Q (861.011179 sec): 3 clusters Score: Raw -242888.359404 + Penalty 1510.193204 = -241378.166200 nChanged 64 SP:Iteration 13Q (861.059921 sec): 3 clusters Score: Raw -242915.597744 + Penalty 1510.193204 = -241405.404540 nChanged 45 SP:Iteration 14Q (861.114024 sec): 3 clusters Score: Raw -242936.317318 + Penalty 1510.193204 = -241426.124114 nChanged 39 SP:Iteration 15Q (861.161305 sec): 3 clusters Score: Raw -242954.534711 + Penalty 1510.193204 = -241444.341507 nChanged 38 SP:Iteration 16Q (861.219979 sec): 3 clusters Score: Raw -242969.206515 + Penalty 1510.193204 = -241459.013311 nChanged 28 SP:Iteration 17Q (861.266082 sec): 3 clusters Score: Raw -242981.668229 + Penalty 1510.193204 = -241471.475025 nChanged 17 SP:Iteration 18Q (861.309772 sec): 3 clusters Score: Raw -242990.126335 + Penalty 1510.193204 = -241479.933131 nChanged 20 SP:Iteration 19Q (861.360468 sec): 3 clusters Score: Raw -242997.803472 + Penalty 1510.193204 = -241487.610267 nChanged 13 SP:Iteration 20F (861.411185 sec): 3 clusters Score: Raw -243002.108776 + Penalty 1510.193204 = -241491.915572 nChanged 7 SP:Iteration 21Q (861.452283 sec): 3 clusters Score: Raw -243005.221642 + Penalty 1510.193204 = -241495.028438 nChanged 8 SP:Iteration 22Q (861.510665 sec): 3 clusters Score: Raw -243008.943010 + Penalty 1510.193204 = -241498.749806 nChanged 9 SP:Iteration 23Q (861.566782 sec): 3 clusters Score: Raw -243013.146356 + Penalty 1510.193204 = -241502.953152 nChanged 9 SP:Iteration 24Q (861.616530 sec): 3 clusters Score: Raw -243016.124186 + Penalty 1510.193204 = -241505.930982 nChanged 7 SP:Iteration 25Q (861.663370 sec): 3 clusters Score: Raw -243018.343558 + Penalty 1510.193204 = -241508.150354 nChanged 5 SP:Iteration 26Q (861.711778 sec): 3 clusters Score: Raw -243020.771500 + Penalty 1510.193204 = -241510.578296 nChanged 6 SP:Iteration 27Q (861.756848 sec): 3 clusters Score: Raw -243023.601617 + Penalty 1510.193204 = -241513.408413 nChanged 6 SP:Iteration 28Q (861.811673 sec): 3 clusters Score: Raw -243025.873925 + Penalty 1510.193204 = -241515.680720 nChanged 3 SP:Iteration 29Q (861.869479 sec): 3 clusters Score: Raw -243026.522626 + Penalty 1510.193204 = -241516.329421 nChanged 2 SP:Iteration 30Q (861.909478 sec): 3 clusters Score: Raw -243026.743872 + Penalty 1510.193204 = -241516.550668 nChanged 0 SP:Iteration 31F (861.973611 sec): 3 clusters Score: Raw -243026.743872 + Penalty 1510.193204 = -241516.550668 nChanged 0 Trying to split cluster 25 (23549 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (862.024590 sec): 2 clusters Score: Raw -2237885.163872 + Penalty 956.349670 = -2236928.814202 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (862.103549 sec): 3 clusters Score: Raw -2223054.189417 + Penalty 1912.699341 = -2221141.490077 nChanged 10975 SP:Iteration 1F (862.180010 sec): 3 clusters Score: Raw -2229556.321287 + Penalty 1912.699341 = -2227643.621946 nChanged 1229 SP:Iteration 2F (862.259045 sec): 3 clusters Score: Raw -2230150.908119 + Penalty 1912.699341 = -2228238.208778 nChanged 1364 SP:Iteration 3F (862.335775 sec): 3 clusters Score: Raw -2230925.246384 + Penalty 1912.699341 = -2229012.547043 nChanged 1545 SP:Iteration 4F (862.406345 sec): 3 clusters Score: Raw -2231973.446494 + Penalty 1912.699341 = -2230060.747153 nChanged 1652 SP:Iteration 5F (862.478471 sec): 3 clusters Score: Raw -2233327.984094 + Penalty 1912.699341 = -2231415.284753 nChanged 1614 SP:Iteration 6F (862.560465 sec): 3 clusters Score: Raw -2234634.519534 + Penalty 1912.699341 = -2232721.820194 nChanged 1336 SP:Iteration 7F (862.626821 sec): 3 clusters Score: Raw -2235585.970062 + Penalty 1912.699341 = -2233673.270722 nChanged 1058 SP:Iteration 8Q (862.717207 sec): 3 clusters Score: Raw -2236255.361701 + Penalty 1912.699341 = -2234342.662360 nChanged 869 SP:Iteration 9Q (862.792949 sec): 3 clusters Score: Raw -2236783.697972 + Penalty 1912.699341 = -2234870.998631 nChanged 663 SP:Iteration 10Q (862.869280 sec): 3 clusters Score: Raw -2237102.528038 + Penalty 1912.699341 = -2235189.828698 nChanged 482 SP:Iteration 11Q (862.947646 sec): 3 clusters Score: Raw -2237279.900250 + Penalty 1912.699341 = -2235367.200909 nChanged 343 SP:Iteration 12Q (863.024311 sec): 3 clusters Score: Raw -2237386.590961 + Penalty 1912.699341 = -2235473.891620 nChanged 256 SP:Iteration 13Q (863.100790 sec): 3 clusters Score: Raw -2237453.420072 + Penalty 1912.699341 = -2235540.720731 nChanged 210 SP:Iteration 14Q (863.169410 sec): 3 clusters Score: Raw -2237503.398386 + Penalty 1912.699341 = -2235590.699045 nChanged 159 SP:Iteration 15Q (863.250534 sec): 3 clusters Score: Raw -2237529.950181 + Penalty 1912.699341 = -2235617.250840 nChanged 107 SP:Iteration 16Q (863.326280 sec): 3 clusters Score: Raw -2237548.004841 + Penalty 1912.699341 = -2235635.305500 nChanged 99 SP:Iteration 17Q (863.403027 sec): 3 clusters Score: Raw -2237566.588553 + Penalty 1912.699341 = -2235653.889212 nChanged 109 SP:Iteration 18Q (863.476017 sec): 3 clusters Score: Raw -2237584.980814 + Penalty 1912.699341 = -2235672.281473 nChanged 107 SP:Iteration 19Q (863.550454 sec): 3 clusters Score: Raw -2237604.472392 + Penalty 1912.699341 = -2235691.773051 nChanged 104 SP:Iteration 20F (863.631168 sec): 3 clusters Score: Raw -2237620.654432 + Penalty 1912.699341 = -2235707.955091 nChanged 102 SP:Iteration 21Q (863.709900 sec): 3 clusters Score: Raw -2237634.571726 + Penalty 1912.699341 = -2235721.872385 nChanged 90 SP:Iteration 22Q (863.786779 sec): 3 clusters Score: Raw -2237648.082727 + Penalty 1912.699341 = -2235735.383386 nChanged 94 SP:Iteration 23Q (863.863512 sec): 3 clusters Score: Raw -2237661.542411 + Penalty 1912.699341 = -2235748.843070 nChanged 91 SP:Iteration 24Q (863.940906 sec): 3 clusters Score: Raw -2237675.250618 + Penalty 1912.699341 = -2235762.551277 nChanged 82 SP:Iteration 25Q (864.011914 sec): 3 clusters Score: Raw -2237685.649542 + Penalty 1912.699341 = -2235772.950201 nChanged 76 SP:Iteration 26Q (864.094661 sec): 3 clusters Score: Raw -2237694.817797 + Penalty 1912.699341 = -2235782.118457 nChanged 75 SP:Iteration 27Q (864.172807 sec): 3 clusters Score: Raw -2237705.051276 + Penalty 1912.699341 = -2235792.351935 nChanged 79 SP:Iteration 28Q (864.248648 sec): 3 clusters Score: Raw -2237715.935344 + Penalty 1912.699341 = -2235803.236003 nChanged 75 SP:Iteration 29Q (864.316340 sec): 3 clusters Score: Raw -2237725.006039 + Penalty 1912.699341 = -2235812.306698 nChanged 67 SP:Iteration 30Q (864.393457 sec): 3 clusters Score: Raw -2237731.577077 + Penalty 1912.699341 = -2235818.877736 nChanged 65 SP:Iteration 31Q (864.472367 sec): 3 clusters Score: Raw -2237739.308583 + Penalty 1912.699341 = -2235826.609242 nChanged 60 SP:Iteration 32Q (864.559251 sec): 3 clusters Score: Raw -2237745.639349 + Penalty 1912.699341 = -2235832.940008 nChanged 56 SP:Iteration 33Q (864.626250 sec): 3 clusters Score: Raw -2237751.602950 + Penalty 1912.699341 = -2235838.903610 nChanged 62 SP:Iteration 34Q (864.706081 sec): 3 clusters Score: Raw -2237758.429198 + Penalty 1912.699341 = -2235845.729858 nChanged 56 SP:Iteration 35Q (864.789782 sec): 3 clusters Score: Raw -2237763.982267 + Penalty 1912.699341 = -2235851.282927 nChanged 57 SP:Iteration 36Q (864.863302 sec): 3 clusters Score: Raw -2237769.825356 + Penalty 1912.699341 = -2235857.126016 nChanged 52 SP:Iteration 37Q (864.940689 sec): 3 clusters Score: Raw -2237775.185151 + Penalty 1912.699341 = -2235862.485810 nChanged 52 SP:Iteration 38Q (865.014448 sec): 3 clusters Score: Raw -2237780.390356 + Penalty 1912.699341 = -2235867.691015 nChanged 47 SP:Iteration 39Q (865.091152 sec): 3 clusters Score: Raw -2237786.864495 + Penalty 1912.699341 = -2235874.165154 nChanged 55 SP:Iteration 40F (865.159909 sec): 3 clusters Score: Raw -2237795.189560 + Penalty 1912.699341 = -2235882.490219 nChanged 67 SP:Iteration 41Q (865.242200 sec): 3 clusters Score: Raw -2237804.120859 + Penalty 1912.699341 = -2235891.421519 nChanged 61 SP:Iteration 42Q (865.316526 sec): 3 clusters Score: Raw -2237811.468730 + Penalty 1912.699341 = -2235898.769390 nChanged 77 SP:Iteration 43Q (865.382998 sec): 3 clusters Score: Raw -2237821.158800 + Penalty 1912.699341 = -2235908.459459 nChanged 80 SP:Iteration 44Q (865.457754 sec): 3 clusters Score: Raw -2237832.167517 + Penalty 1912.699341 = -2235919.468176 nChanged 81 SP:Iteration 45Q (865.523077 sec): 3 clusters Score: Raw -2237844.634139 + Penalty 1912.699341 = -2235931.934798 nChanged 86 SP:Iteration 46Q (865.600194 sec): 3 clusters Score: Raw -2237858.421467 + Penalty 1912.699341 = -2235945.722126 nChanged 79 SP:Iteration 47Q (865.681825 sec): 3 clusters Score: Raw -2237869.875293 + Penalty 1912.699341 = -2235957.175952 nChanged 78 SP:Iteration 48Q (865.750288 sec): 3 clusters Score: Raw -2237880.081723 + Penalty 1912.699341 = -2235967.382382 nChanged 69 SP:Iteration 49Q (865.826495 sec): 3 clusters Score: Raw -2237889.601372 + Penalty 1912.699341 = -2235976.902031 nChanged 70 SP:Iteration 50Q (865.900545 sec): 3 clusters Score: Raw -2237898.548415 + Penalty 1912.699341 = -2235985.849074 nChanged 49 SP:Iteration 51Q (865.973994 sec): 3 clusters Score: Raw -2237905.678501 + Penalty 1912.699341 = -2235992.979160 nChanged 62 SP:Iteration 52Q (866.049154 sec): 3 clusters Score: Raw -2237916.449850 + Penalty 1912.699341 = -2236003.750509 nChanged 66 SP:Iteration 53Q (866.119789 sec): 3 clusters Score: Raw -2237926.390997 + Penalty 1912.699341 = -2236013.691656 nChanged 75 SP:Iteration 54Q (866.194577 sec): 3 clusters Score: Raw -2237939.243675 + Penalty 1912.699341 = -2236026.544335 nChanged 63 SP:Iteration 55Q (866.269695 sec): 3 clusters Score: Raw -2237948.852717 + Penalty 1912.699341 = -2236036.153376 nChanged 58 SP:Iteration 56Q (866.347386 sec): 3 clusters Score: Raw -2237957.062198 + Penalty 1912.699341 = -2236044.362858 nChanged 50 SP:Iteration 57Q (866.408453 sec): 3 clusters Score: Raw -2237963.479644 + Penalty 1912.699341 = -2236050.780303 nChanged 50 SP:Iteration 58Q (866.473838 sec): 3 clusters Score: Raw -2237970.446277 + Penalty 1912.699341 = -2236057.746936 nChanged 41 SP:Iteration 59Q (866.546484 sec): 3 clusters Score: Raw -2237975.447986 + Penalty 1912.699341 = -2236062.748645 nChanged 33 SP:Iteration 60F (866.631508 sec): 3 clusters Score: Raw -2237979.016828 + Penalty 1912.699341 = -2236066.317487 nChanged 35 SP:Iteration 61Q (866.712409 sec): 3 clusters Score: Raw -2237982.442820 + Penalty 1912.699341 = -2236069.743480 nChanged 36 SP:Iteration 62Q (866.781493 sec): 3 clusters Score: Raw -2237986.970425 + Penalty 1912.699341 = -2236074.271084 nChanged 39 SP:Iteration 63Q (866.859156 sec): 3 clusters Score: Raw -2237991.042596 + Penalty 1912.699341 = -2236078.343256 nChanged 34 SP:Iteration 64Q (866.934224 sec): 3 clusters Score: Raw -2237995.406982 + Penalty 1912.699341 = -2236082.707641 nChanged 35 SP:Iteration 65Q (866.992447 sec): 3 clusters Score: Raw -2237999.847600 + Penalty 1912.699341 = -2236087.148259 nChanged 35 SP:Iteration 66Q (867.067264 sec): 3 clusters Score: Raw -2238004.096684 + Penalty 1912.699341 = -2236091.397343 nChanged 44 SP:Iteration 67Q (867.138539 sec): 3 clusters Score: Raw -2238009.327131 + Penalty 1912.699341 = -2236096.627791 nChanged 35 SP:Iteration 68Q (867.206261 sec): 3 clusters Score: Raw -2238013.514801 + Penalty 1912.699341 = -2236100.815460 nChanged 39 SP:Iteration 69Q (867.283744 sec): 3 clusters Score: Raw -2238018.771701 + Penalty 1912.699341 = -2236106.072360 nChanged 41 SP:Iteration 70Q (867.355824 sec): 3 clusters Score: Raw -2238023.769576 + Penalty 1912.699341 = -2236111.070235 nChanged 30 SP:Iteration 71Q (867.425159 sec): 3 clusters Score: Raw -2238028.049542 + Penalty 1912.699341 = -2236115.350202 nChanged 36 SP:Iteration 72Q (867.501206 sec): 3 clusters Score: Raw -2238032.987139 + Penalty 1912.699341 = -2236120.287798 nChanged 37 SP:Iteration 73Q (867.576489 sec): 3 clusters Score: Raw -2238037.375444 + Penalty 1912.699341 = -2236124.676103 nChanged 30 SP:Iteration 74Q (867.641435 sec): 3 clusters Score: Raw -2238040.498499 + Penalty 1912.699341 = -2236127.799158 nChanged 33 SP:Iteration 75Q (867.716158 sec): 3 clusters Score: Raw -2238043.598261 + Penalty 1912.699341 = -2236130.898920 nChanged 23 SP:Iteration 76Q (867.791226 sec): 3 clusters Score: Raw -2238046.034094 + Penalty 1912.699341 = -2236133.334753 nChanged 30 SP:Iteration 77Q (867.861429 sec): 3 clusters Score: Raw -2238049.618982 + Penalty 1912.699341 = -2236136.919641 nChanged 36 SP:Iteration 78Q (867.945010 sec): 3 clusters Score: Raw -2238053.653260 + Penalty 1912.699341 = -2236140.953919 nChanged 32 SP:Iteration 79Q (868.020607 sec): 3 clusters Score: Raw -2238058.136024 + Penalty 1912.699341 = -2236145.436683 nChanged 38 SP:Iteration 80F (868.096187 sec): 3 clusters Score: Raw -2238063.542048 + Penalty 1912.699341 = -2236150.842707 nChanged 38 SP:Iteration 81Q (868.169748 sec): 3 clusters Score: Raw -2238068.579025 + Penalty 1912.699341 = -2236155.879684 nChanged 37 SP:Iteration 82Q (868.245814 sec): 3 clusters Score: Raw -2238073.497244 + Penalty 1912.699341 = -2236160.797903 nChanged 29 SP:Iteration 83Q (868.306531 sec): 3 clusters Score: Raw -2238076.795832 + Penalty 1912.699341 = -2236164.096491 nChanged 31 SP:Iteration 84Q (868.389063 sec): 3 clusters Score: Raw -2238080.660618 + Penalty 1912.699341 = -2236167.961277 nChanged 39 SP:Iteration 85Q (868.461605 sec): 3 clusters Score: Raw -2238086.788474 + Penalty 1912.699341 = -2236174.089133 nChanged 42 SP:Iteration 86Q (868.531912 sec): 3 clusters Score: Raw -2238094.619602 + Penalty 1912.699341 = -2236181.920261 nChanged 32 SP:Iteration 87Q (868.596675 sec): 3 clusters Score: Raw -2238099.463483 + Penalty 1912.699341 = -2236186.764142 nChanged 29 SP:Iteration 88Q (868.664163 sec): 3 clusters Score: Raw -2238103.780322 + Penalty 1912.699341 = -2236191.080981 nChanged 24 SP:Iteration 89Q (868.745806 sec): 3 clusters Score: Raw -2238107.489583 + Penalty 1912.699341 = -2236194.790242 nChanged 28 SP:Iteration 90Q (868.826234 sec): 3 clusters Score: Raw -2238110.584647 + Penalty 1912.699341 = -2236197.885306 nChanged 19 SP:Iteration 91Q (868.902216 sec): 3 clusters Score: Raw -2238112.739700 + Penalty 1912.699341 = -2236200.040359 nChanged 22 SP:Iteration 92Q (868.975987 sec): 3 clusters Score: Raw -2238116.142059 + Penalty 1912.699341 = -2236203.442718 nChanged 28 SP:Iteration 93Q (869.038662 sec): 3 clusters Score: Raw -2238121.214275 + Penalty 1912.699341 = -2236208.514934 nChanged 42 SP:Iteration 94Q (869.123805 sec): 3 clusters Score: Raw -2238128.186011 + Penalty 1912.699341 = -2236215.486671 nChanged 36 SP:Iteration 95Q (869.194167 sec): 3 clusters Score: Raw -2238133.492201 + Penalty 1912.699341 = -2236220.792860 nChanged 40 SP:Iteration 96Q (869.266108 sec): 3 clusters Score: Raw -2238140.337832 + Penalty 1912.699341 = -2236227.638492 nChanged 36 SP:Iteration 97Q (869.336206 sec): 3 clusters Score: Raw -2238145.989802 + Penalty 1912.699341 = -2236233.290461 nChanged 33 SP:Iteration 98Q (869.409382 sec): 3 clusters Score: Raw -2238151.450948 + Penalty 1912.699341 = -2236238.751607 nChanged 28 SP:Iteration 99Q (869.481741 sec): 3 clusters Score: Raw -2238155.896867 + Penalty 1912.699341 = -2236243.197527 nChanged 24 SP:Iteration 100F (869.556553 sec): 3 clusters Score: Raw -2238159.670600 + Penalty 1912.699341 = -2236246.971259 nChanged 25 SP:Iteration 101Q (869.622533 sec): 3 clusters Score: Raw -2238162.482611 + Penalty 1912.699341 = -2236249.783271 nChanged 21 SP:Iteration 102Q (869.700096 sec): 3 clusters Score: Raw -2238164.844032 + Penalty 1912.699341 = -2236252.144691 nChanged 19 SP:Iteration 103Q (869.772717 sec): 3 clusters Score: Raw -2238167.027240 + Penalty 1912.699341 = -2236254.327899 nChanged 14 SP:Iteration 104Q (869.846625 sec): 3 clusters Score: Raw -2238168.287760 + Penalty 1912.699341 = -2236255.588419 nChanged 10 SP:Iteration 105Q (869.920782 sec): 3 clusters Score: Raw -2238169.503317 + Penalty 1912.699341 = -2236256.803976 nChanged 14 SP:Iteration 106Q (869.995145 sec): 3 clusters Score: Raw -2238171.229341 + Penalty 1912.699341 = -2236258.530000 nChanged 16 SP:Iteration 107Q (870.071948 sec): 3 clusters Score: Raw -2238172.959460 + Penalty 1912.699341 = -2236260.260119 nChanged 14 SP:Iteration 108Q (870.146284 sec): 3 clusters Score: Raw -2238174.451381 + Penalty 1912.699341 = -2236261.752040 nChanged 20 SP:Iteration 109Q (870.218997 sec): 3 clusters Score: Raw -2238176.797192 + Penalty 1912.699341 = -2236264.097852 nChanged 18 SP:Iteration 110Q (870.287625 sec): 3 clusters Score: Raw -2238178.787458 + Penalty 1912.699341 = -2236266.088117 nChanged 12 SP:Iteration 111Q (870.352217 sec): 3 clusters Score: Raw -2238179.552783 + Penalty 1912.699341 = -2236266.853442 nChanged 7 SP:Iteration 112Q (870.435656 sec): 3 clusters Score: Raw -2238180.403938 + Penalty 1912.699341 = -2236267.704598 nChanged 7 SP:Iteration 113Q (870.505127 sec): 3 clusters Score: Raw -2238181.064101 + Penalty 1912.699341 = -2236268.364760 nChanged 11 SP:Iteration 114Q (870.575708 sec): 3 clusters Score: Raw -2238182.315413 + Penalty 1912.699341 = -2236269.616072 nChanged 11 SP:Iteration 115Q (870.651133 sec): 3 clusters Score: Raw -2238183.283520 + Penalty 1912.699341 = -2236270.584179 nChanged 9 SP:Iteration 116Q (870.716343 sec): 3 clusters Score: Raw -2238183.853227 + Penalty 1912.699341 = -2236271.153886 nChanged 9 SP:Iteration 117Q (870.791991 sec): 3 clusters Score: Raw -2238184.512980 + Penalty 1912.699341 = -2236271.813640 nChanged 8 SP:Iteration 118Q (870.868670 sec): 3 clusters Score: Raw -2238185.170552 + Penalty 1912.699341 = -2236272.471211 nChanged 4 SP:Iteration 119Q (870.942499 sec): 3 clusters Score: Raw -2238185.517247 + Penalty 1912.699341 = -2236272.817906 nChanged 4 SP:Iteration 120F (871.022145 sec): 3 clusters Score: Raw -2238185.783306 + Penalty 1912.699341 = -2236273.083966 nChanged 5 SP:Iteration 121Q (871.094529 sec): 3 clusters Score: Raw -2238186.091881 + Penalty 1912.699341 = -2236273.392540 nChanged 3 SP:Iteration 122Q (871.173910 sec): 3 clusters Score: Raw -2238186.282840 + Penalty 1912.699341 = -2236273.583499 nChanged 4 SP:Iteration 123Q (871.248104 sec): 3 clusters Score: Raw -2238186.467720 + Penalty 1912.699341 = -2236273.768379 nChanged 3 SP:Iteration 124Q (871.322265 sec): 3 clusters Score: Raw -2238186.635094 + Penalty 1912.699341 = -2236273.935754 nChanged 1 SP:Iteration 125Q (871.396091 sec): 3 clusters Score: Raw -2238186.652765 + Penalty 1912.699341 = -2236273.953424 nChanged 1 SP:Iteration 126Q (871.471398 sec): 3 clusters Score: Raw -2238186.697480 + Penalty 1912.699341 = -2236273.998139 nChanged 2 SP:Iteration 127Q (871.537720 sec): 3 clusters Score: Raw -2238186.870125 + Penalty 1912.699341 = -2236274.170785 nChanged 2 SP:Iteration 128Q (871.617848 sec): 3 clusters Score: Raw -2238187.054180 + Penalty 1912.699341 = -2236274.354839 nChanged 3 SP:Iteration 129Q (871.682916 sec): 3 clusters Score: Raw -2238187.314143 + Penalty 1912.699341 = -2236274.614802 nChanged 2 SP:Iteration 130Q (871.758798 sec): 3 clusters Score: Raw -2238187.508808 + Penalty 1912.699341 = -2236274.809467 nChanged 0 SP:Iteration 131F (871.845175 sec): 3 clusters Score: Raw -2238187.508808 + Penalty 1912.699341 = -2236274.809467 nChanged 0 Trying to split cluster 26 (5672 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (871.874562 sec): 2 clusters Score: Raw -500711.207356 + Penalty 821.113221 = -499890.094134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (871.919123 sec): 3 clusters Score: Raw -497476.004300 + Penalty 1642.226443 = -495833.777857 nChanged 2472 SP:Iteration 1F (871.984324 sec): 3 clusters Score: Raw -499010.389520 + Penalty 1642.226443 = -497368.163077 nChanged 467 SP:Iteration 2F (872.039391 sec): 3 clusters Score: Raw -499455.889902 + Penalty 1642.226443 = -497813.663459 nChanged 567 SP:Iteration 3F (872.091677 sec): 3 clusters Score: Raw -500156.206536 + Penalty 1642.226443 = -498513.980093 nChanged 565 SP:Iteration 4F (872.135212 sec): 3 clusters Score: Raw -500771.472934 + Penalty 1642.226443 = -499129.246491 nChanged 447 SP:Iteration 5F (872.191806 sec): 3 clusters Score: Raw -501232.304124 + Penalty 1642.226443 = -499590.077681 nChanged 304 SP:Iteration 6F (872.245099 sec): 3 clusters Score: Raw -501474.815886 + Penalty 1642.226443 = -499832.589443 nChanged 171 SP:Iteration 7Q (872.303765 sec): 3 clusters Score: Raw -501571.758358 + Penalty 1642.226443 = -499929.531915 nChanged 89 SP:Iteration 8Q (872.349881 sec): 3 clusters Score: Raw -501615.623505 + Penalty 1642.226443 = -499973.397063 nChanged 65 SP:Iteration 9Q (872.394363 sec): 3 clusters Score: Raw -501636.564969 + Penalty 1642.226443 = -499994.338526 nChanged 47 SP:Iteration 10Q (872.459887 sec): 3 clusters Score: Raw -501650.019588 + Penalty 1642.226443 = -500007.793145 nChanged 29 SP:Iteration 11Q (872.516157 sec): 3 clusters Score: Raw -501657.212640 + Penalty 1642.226443 = -500014.986197 nChanged 22 SP:Iteration 12Q (872.572453 sec): 3 clusters Score: Raw -501661.357645 + Penalty 1642.226443 = -500019.131202 nChanged 17 SP:Iteration 13Q (872.626704 sec): 3 clusters Score: Raw -501664.237258 + Penalty 1642.226443 = -500022.010815 nChanged 11 SP:Iteration 14Q (872.676068 sec): 3 clusters Score: Raw -501666.352409 + Penalty 1642.226443 = -500024.125966 nChanged 16 SP:Iteration 15Q (872.732924 sec): 3 clusters Score: Raw -501670.421135 + Penalty 1642.226443 = -500028.194692 nChanged 14 SP:Iteration 16Q (872.784881 sec): 3 clusters Score: Raw -501673.690432 + Penalty 1642.226443 = -500031.463989 nChanged 8 SP:Iteration 17Q (872.835476 sec): 3 clusters Score: Raw -501674.483721 + Penalty 1642.226443 = -500032.257278 nChanged 3 SP:Iteration 18Q (872.891483 sec): 3 clusters Score: Raw -501675.067739 + Penalty 1642.226443 = -500032.841296 nChanged 3 SP:Iteration 19Q (872.945002 sec): 3 clusters Score: Raw -501675.449508 + Penalty 1642.226443 = -500033.223065 nChanged 4 SP:Iteration 20F (872.997830 sec): 3 clusters Score: Raw -501676.092147 + Penalty 1642.226443 = -500033.865704 nChanged 5 SP:Iteration 21Q (873.041430 sec): 3 clusters Score: Raw -501676.664589 + Penalty 1642.226443 = -500034.438146 nChanged 0 SP:Iteration 22F (873.102329 sec): 3 clusters Score: Raw -501676.664589 + Penalty 1642.226443 = -500034.438146 nChanged 0 Score: Raw -89411020.969208 + Penalty 47183.911476 = -89363837.057732 Splitting cluster 26 changes total score from -89328860.701514 to -89363837.057732 So it's getting split into cluster 36. Iteration 59Q (900.281345 sec): 37 clusters Score: Raw -89441360.320707 + Penalty 47183.911476 = -89394176.409232 nChanged 43147 Iteration 60F (916.779898 sec): 37 clusters Score: Raw -89472511.752840 + Penalty 47183.911476 = -89425327.841364 nChanged 38480 Iteration 61Q (924.863880 sec): 37 clusters Score: Raw -89490992.358762 + Penalty 47183.911476 = -89443808.447287 nChanged 26503 Iteration 62Q (932.941610 sec): 37 clusters Score: Raw -89502968.328864 + Penalty 47183.911476 = -89455784.417388 nChanged 21154 Iteration 63Q (940.721683 sec): 37 clusters Score: Raw -89511431.831834 + Penalty 47183.911476 = -89464247.920358 nChanged 17500 Iteration 64Q (948.824939 sec): 37 clusters Score: Raw -89517791.256552 + Penalty 47183.911476 = -89470607.345077 nChanged 14833 Iteration 65Q (956.580424 sec): 37 clusters Score: Raw -89522858.991022 + Penalty 47183.911476 = -89475675.079546 nChanged 12441 Iteration 66Q (963.792545 sec): 37 clusters Score: Raw -89526650.737035 + Penalty 47183.911476 = -89479466.825559 nChanged 10629 Iteration 67Q (971.608752 sec): 37 clusters Score: Raw -89528983.120690 + Penalty 47183.911476 = -89481799.209214 nChanged 9449 Iteration 68Q (979.146815 sec): 37 clusters Score: Raw -89530724.769252 + Penalty 47183.911476 = -89483540.857776 nChanged 8275 Iteration 69Q (986.524042 sec): 37 clusters Score: Raw -89532139.966165 + Penalty 47183.911476 = -89484956.054689 nChanged 7472 Iteration 70Q (994.258563 sec): 37 clusters Score: Raw -89533342.331513 + Penalty 47183.911476 = -89486158.420038 nChanged 6779 Iteration 71Q (1000.975231 sec): 37 clusters Score: Raw -89534332.420252 + Penalty 47183.911476 = -89487148.508777 nChanged 6183 Iteration 72Q (1008.017570 sec): 37 clusters Score: Raw -89535176.634971 + Penalty 47183.911476 = -89487992.723495 nChanged 5751 Iteration 73Q (1015.697239 sec): 37 clusters Score: Raw -89535938.118937 + Penalty 47183.911476 = -89488754.207461 nChanged 5362 Iteration 74Q (1023.235682 sec): 37 clusters Score: Raw -89536607.353802 + Penalty 47183.911476 = -89489423.442326 nChanged 4945 Iteration 75Q (1030.540205 sec): 37 clusters Score: Raw -89537209.625340 + Penalty 47183.911476 = -89490025.713864 nChanged 4601 Iteration 76Q (1037.642693 sec): 37 clusters Score: Raw -89537752.629327 + Penalty 47183.911476 = -89490568.717851 nChanged 4237 Iteration 77Q (1044.718534 sec): 37 clusters Score: Raw -89538235.817839 + Penalty 47183.911476 = -89491051.906364 nChanged 3973 Iteration 78Q (1051.757601 sec): 37 clusters Score: Raw -89538671.942749 + Penalty 47183.911476 = -89491488.031273 nChanged 3674 Iteration 79Q (1058.905644 sec): 37 clusters Score: Raw -89539040.362902 + Penalty 47183.911476 = -89491856.451427 nChanged 3335 Iteration 80F (1075.516157 sec): 37 clusters Score: Raw -89539878.070478 + Penalty 47183.911476 = -89492694.159003 nChanged 3769 Iteration 81Q (1082.961799 sec): 37 clusters Score: Raw -89540548.311296 + Penalty 47183.911476 = -89493364.399820 nChanged 3884 Iteration 82Q (1090.056242 sec): 37 clusters Score: Raw -89541198.683984 + Penalty 47183.911476 = -89494014.772508 nChanged 3795 Iteration 83Q (1097.647957 sec): 37 clusters Score: Raw -89541761.241231 + Penalty 47183.911476 = -89494577.329756 nChanged 3731 Iteration 84Q (1104.575023 sec): 37 clusters Score: Raw -89542322.302638 + Penalty 47183.911476 = -89495138.391163 nChanged 3710 Iteration 85Q (1111.470052 sec): 37 clusters Score: Raw -89542909.189796 + Penalty 47183.911476 = -89495725.278320 nChanged 3686 Iteration 86Q (1118.828822 sec): 37 clusters Score: Raw -89543473.350312 + Penalty 47183.911476 = -89496289.438836 nChanged 3630 Iteration 87Q (1126.700223 sec): 37 clusters Score: Raw -89544023.570019 + Penalty 47183.911476 = -89496839.658544 nChanged 3594 Iteration 88Q (1133.638113 sec): 37 clusters Score: Raw -89544519.380048 + Penalty 47183.911476 = -89497335.468572 nChanged 3456 Iteration 89Q (1140.614726 sec): 37 clusters Score: Raw -89544966.879896 + Penalty 47183.911476 = -89497782.968421 nChanged 3240 Iteration 90Q (1148.175754 sec): 37 clusters Score: Raw -89545339.928108 + Penalty 47183.911476 = -89498156.016632 nChanged 3029 Iteration 91Q (1155.601142 sec): 37 clusters Score: Raw -89545670.125306 + Penalty 47183.911476 = -89498486.213830 nChanged 2901 Iteration 92Q (1163.601766 sec): 37 clusters Score: Raw -89545974.482090 + Penalty 47183.911476 = -89498790.570615 nChanged 2823 Iteration 93Q (1171.278633 sec): 37 clusters Score: Raw -89546266.376447 + Penalty 47183.911476 = -89499082.464972 nChanged 2618 Iteration 94Q (1178.762021 sec): 37 clusters Score: Raw -89546534.834536 + Penalty 47183.911476 = -89499350.923060 nChanged 2456 Iteration 95Q (1186.270211 sec): 37 clusters Score: Raw -89546811.254660 + Penalty 47183.911476 = -89499627.343184 nChanged 2487 Iteration 96Q (1193.860755 sec): 37 clusters Score: Raw -89547084.202316 + Penalty 47183.911476 = -89499900.290841 nChanged 2311 Iteration 97Q (1201.324671 sec): 37 clusters Score: Raw -89547354.310669 + Penalty 47183.911476 = -89500170.399193 nChanged 2259 Iteration 98Q (1208.853289 sec): 37 clusters Score: Raw -89547654.817844 + Penalty 47183.911476 = -89500470.906368 nChanged 2221 Writing temp clu file Because OldScore, -89500170.399193, is greater than current (better) Score,-89500470.906368 Compute initial score before splitting: Score: Raw -89547654.817844 + Penalty 47183.911476 = -89500470.906368 Trying to split cluster 1 (5002 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1209.191709 sec): 2 clusters Score: Raw -476870.473382 + Penalty 809.171346 = -476061.302036 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1209.241588 sec): 3 clusters Score: Raw -474071.782004 + Penalty 1618.342691 = -472453.439313 nChanged 2178 SP:Iteration 1F (1209.294316 sec): 3 clusters Score: Raw -475615.967382 + Penalty 1618.342691 = -473997.624691 nChanged 531 SP:Iteration 2F (1209.345095 sec): 3 clusters Score: Raw -476230.247495 + Penalty 1618.342691 = -474611.904803 nChanged 513 SP:Iteration 3F (1209.390003 sec): 3 clusters Score: Raw -476763.462666 + Penalty 1618.342691 = -475145.119975 nChanged 358 SP:Iteration 4F (1209.433628 sec): 3 clusters Score: Raw -477027.219008 + Penalty 1618.342691 = -475408.876316 nChanged 228 SP:Iteration 5Q (1209.480179 sec): 3 clusters Score: Raw -477158.108802 + Penalty 1618.342691 = -475539.766111 nChanged 117 SP:Iteration 6Q (1209.524228 sec): 3 clusters Score: Raw -477223.516629 + Penalty 1618.342691 = -475605.173938 nChanged 94 SP:Iteration 7Q (1209.567762 sec): 3 clusters Score: Raw -477274.050849 + Penalty 1618.342691 = -475655.708158 nChanged 80 SP:Iteration 8Q (1209.611610 sec): 3 clusters Score: Raw -477317.900378 + Penalty 1618.342691 = -475699.557687 nChanged 64 SP:Iteration 9Q (1209.658916 sec): 3 clusters Score: Raw -477364.418247 + Penalty 1618.342691 = -475746.075555 nChanged 65 SP:Iteration 10Q (1209.710809 sec): 3 clusters Score: Raw -477404.434147 + Penalty 1618.342691 = -475786.091455 nChanged 46 SP:Iteration 11Q (1209.764052 sec): 3 clusters Score: Raw -477427.266200 + Penalty 1618.342691 = -475808.923509 nChanged 39 SP:Iteration 12Q (1209.816924 sec): 3 clusters Score: Raw -477444.257828 + Penalty 1618.342691 = -475825.915136 nChanged 27 SP:Iteration 13Q (1209.868692 sec): 3 clusters Score: Raw -477453.315477 + Penalty 1618.342691 = -475834.972786 nChanged 26 SP:Iteration 14Q (1209.919503 sec): 3 clusters Score: Raw -477463.858808 + Penalty 1618.342691 = -475845.516117 nChanged 24 SP:Iteration 15Q (1209.966282 sec): 3 clusters Score: Raw -477474.423604 + Penalty 1618.342691 = -475856.080913 nChanged 25 SP:Iteration 16Q (1210.029230 sec): 3 clusters Score: Raw -477484.096950 + Penalty 1618.342691 = -475865.754258 nChanged 31 SP:Iteration 17Q (1210.069013 sec): 3 clusters Score: Raw -477494.634820 + Penalty 1618.342691 = -475876.292129 nChanged 19 SP:Iteration 18Q (1210.134295 sec): 3 clusters Score: Raw -477500.965721 + Penalty 1618.342691 = -475882.623030 nChanged 15 SP:Iteration 19Q (1210.180459 sec): 3 clusters Score: Raw -477505.927579 + Penalty 1618.342691 = -475887.584888 nChanged 12 SP:Iteration 20F (1210.234946 sec): 3 clusters Score: Raw -477509.193388 + Penalty 1618.342691 = -475890.850697 nChanged 10 SP:Iteration 21Q (1210.285106 sec): 3 clusters Score: Raw -477510.948980 + Penalty 1618.342691 = -475892.606289 nChanged 3 SP:Iteration 22Q (1210.341482 sec): 3 clusters Score: Raw -477512.508245 + Penalty 1618.342691 = -475894.165554 nChanged 7 SP:Iteration 23Q (1210.383493 sec): 3 clusters Score: Raw -477515.021389 + Penalty 1618.342691 = -475896.678698 nChanged 11 SP:Iteration 24Q (1210.438525 sec): 3 clusters Score: Raw -477518.283082 + Penalty 1618.342691 = -475899.940391 nChanged 9 SP:Iteration 25Q (1210.498645 sec): 3 clusters Score: Raw -477520.201907 + Penalty 1618.342691 = -475901.859216 nChanged 4 SP:Iteration 26Q (1210.547616 sec): 3 clusters Score: Raw -477521.521528 + Penalty 1618.342691 = -475903.178836 nChanged 4 SP:Iteration 27Q (1210.597488 sec): 3 clusters Score: Raw -477522.983794 + Penalty 1618.342691 = -475904.641103 nChanged 6 SP:Iteration 28Q (1210.651987 sec): 3 clusters Score: Raw -477524.890138 + Penalty 1618.342691 = -475906.547447 nChanged 6 SP:Iteration 29Q (1210.696295 sec): 3 clusters Score: Raw -477526.133898 + Penalty 1618.342691 = -475907.791206 nChanged 5 SP:Iteration 30Q (1210.740914 sec): 3 clusters Score: Raw -477528.307258 + Penalty 1618.342691 = -475909.964567 nChanged 5 SP:Iteration 31Q (1210.799388 sec): 3 clusters Score: Raw -477530.071535 + Penalty 1618.342691 = -475911.728843 nChanged 3 SP:Iteration 32Q (1210.841439 sec): 3 clusters Score: Raw -477530.608940 + Penalty 1618.342691 = -475912.266249 nChanged 1 SP:Iteration 33Q (1210.899594 sec): 3 clusters Score: Raw -477530.704984 + Penalty 1618.342691 = -475912.362292 nChanged 0 SP:Iteration 34F (1210.954497 sec): 3 clusters Score: Raw -477530.704984 + Penalty 1618.342691 = -475912.362292 nChanged 0 Trying to split cluster 2 (4534 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1210.982192 sec): 2 clusters Score: Raw -416716.345090 + Penalty 799.839184 = -415916.505906 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1211.037365 sec): 3 clusters Score: Raw -414202.631097 + Penalty 1599.678368 = -412602.952730 nChanged 1954 SP:Iteration 1F (1211.086025 sec): 3 clusters Score: Raw -415421.247023 + Penalty 1599.678368 = -413821.568656 nChanged 394 SP:Iteration 2F (1211.124220 sec): 3 clusters Score: Raw -415702.848143 + Penalty 1599.678368 = -414103.169775 nChanged 316 SP:Iteration 3F (1211.178713 sec): 3 clusters Score: Raw -415909.663393 + Penalty 1599.678368 = -414309.985026 nChanged 243 SP:Iteration 4F (1211.230745 sec): 3 clusters Score: Raw -416053.715165 + Penalty 1599.678368 = -414454.036797 nChanged 213 SP:Iteration 5Q (1211.284986 sec): 3 clusters Score: Raw -416164.649782 + Penalty 1599.678368 = -414564.971414 nChanged 155 SP:Iteration 6Q (1211.333669 sec): 3 clusters Score: Raw -416236.759357 + Penalty 1599.678368 = -414637.080989 nChanged 140 SP:Iteration 7Q (1211.378795 sec): 3 clusters Score: Raw -416304.388639 + Penalty 1599.678368 = -414704.710271 nChanged 120 SP:Iteration 8Q (1211.430303 sec): 3 clusters Score: Raw -416363.593014 + Penalty 1599.678368 = -414763.914646 nChanged 108 SP:Iteration 9Q (1211.487934 sec): 3 clusters Score: Raw -416405.526466 + Penalty 1599.678368 = -414805.848098 nChanged 96 SP:Iteration 10Q (1211.543625 sec): 3 clusters Score: Raw -416446.444501 + Penalty 1599.678368 = -414846.766133 nChanged 90 SP:Iteration 11Q (1211.589902 sec): 3 clusters Score: Raw -416484.804174 + Penalty 1599.678368 = -414885.125806 nChanged 77 SP:Iteration 12Q (1211.642169 sec): 3 clusters Score: Raw -416512.021488 + Penalty 1599.678368 = -414912.343121 nChanged 63 SP:Iteration 13Q (1211.701222 sec): 3 clusters Score: Raw -416531.878839 + Penalty 1599.678368 = -414932.200471 nChanged 50 SP:Iteration 14Q (1211.753677 sec): 3 clusters Score: Raw -416546.387724 + Penalty 1599.678368 = -414946.709356 nChanged 45 SP:Iteration 15Q (1211.804434 sec): 3 clusters Score: Raw -416559.838959 + Penalty 1599.678368 = -414960.160591 nChanged 45 SP:Iteration 16Q (1211.859731 sec): 3 clusters Score: Raw -416570.546465 + Penalty 1599.678368 = -414970.868097 nChanged 35 SP:Iteration 17Q (1211.904047 sec): 3 clusters Score: Raw -416579.765600 + Penalty 1599.678368 = -414980.087232 nChanged 33 SP:Iteration 18Q (1211.963529 sec): 3 clusters Score: Raw -416587.335953 + Penalty 1599.678368 = -414987.657585 nChanged 27 SP:Iteration 19Q (1212.006496 sec): 3 clusters Score: Raw -416593.123527 + Penalty 1599.678368 = -414993.445159 nChanged 18 SP:Iteration 20F (1212.060675 sec): 3 clusters Score: Raw -416596.656379 + Penalty 1599.678368 = -414996.978011 nChanged 20 SP:Iteration 21Q (1212.111346 sec): 3 clusters Score: Raw -416600.215313 + Penalty 1599.678368 = -415000.536945 nChanged 20 SP:Iteration 22Q (1212.167731 sec): 3 clusters Score: Raw -416604.248699 + Penalty 1599.678368 = -415004.570331 nChanged 19 SP:Iteration 23Q (1212.218187 sec): 3 clusters Score: Raw -416608.663555 + Penalty 1599.678368 = -415008.985187 nChanged 20 SP:Iteration 24Q (1212.262036 sec): 3 clusters Score: Raw -416615.440897 + Penalty 1599.678368 = -415015.762529 nChanged 20 SP:Iteration 25Q (1212.311672 sec): 3 clusters Score: Raw -416623.350491 + Penalty 1599.678368 = -415023.672123 nChanged 28 SP:Iteration 26Q (1212.368877 sec): 3 clusters Score: Raw -416638.894151 + Penalty 1599.678368 = -415039.215783 nChanged 37 SP:Iteration 27Q (1212.421024 sec): 3 clusters Score: Raw -416658.773912 + Penalty 1599.678368 = -415059.095544 nChanged 39 SP:Iteration 28Q (1212.472545 sec): 3 clusters Score: Raw -416684.783555 + Penalty 1599.678368 = -415085.105187 nChanged 46 SP:Iteration 29Q (1212.514020 sec): 3 clusters Score: Raw -416726.824294 + Penalty 1599.678368 = -415127.145927 nChanged 59 SP:Iteration 30Q (1212.578299 sec): 3 clusters Score: Raw -416787.542305 + Penalty 1599.678368 = -415187.863937 nChanged 63 SP:Iteration 31Q (1212.625381 sec): 3 clusters Score: Raw -416830.087551 + Penalty 1599.678368 = -415230.409183 nChanged 54 SP:Iteration 32Q (1212.683474 sec): 3 clusters Score: Raw -416852.866726 + Penalty 1599.678368 = -415253.188358 nChanged 38 SP:Iteration 33Q (1212.740851 sec): 3 clusters Score: Raw -416865.620717 + Penalty 1599.678368 = -415265.942349 nChanged 31 SP:Iteration 34Q (1212.791836 sec): 3 clusters Score: Raw -416875.354703 + Penalty 1599.678368 = -415275.676335 nChanged 39 SP:Iteration 35Q (1212.842051 sec): 3 clusters Score: Raw -416886.485623 + Penalty 1599.678368 = -415286.807255 nChanged 31 SP:Iteration 36Q (1212.892398 sec): 3 clusters Score: Raw -416893.656885 + Penalty 1599.678368 = -415293.978517 nChanged 19 SP:Iteration 37Q (1212.940587 sec): 3 clusters Score: Raw -416897.624994 + Penalty 1599.678368 = -415297.946626 nChanged 14 SP:Iteration 38Q (1212.990385 sec): 3 clusters Score: Raw -416901.029582 + Penalty 1599.678368 = -415301.351215 nChanged 15 SP:Iteration 39Q (1213.043237 sec): 3 clusters Score: Raw -416904.501064 + Penalty 1599.678368 = -415304.822697 nChanged 10 SP:Iteration 40F (1213.087903 sec): 3 clusters Score: Raw -416905.913188 + Penalty 1599.678368 = -415306.234820 nChanged 5 SP:Iteration 41Q (1213.140477 sec): 3 clusters Score: Raw -416906.499932 + Penalty 1599.678368 = -415306.821564 nChanged 2 SP:Iteration 42Q (1213.203407 sec): 3 clusters Score: Raw -416906.879709 + Penalty 1599.678368 = -415307.201341 nChanged 4 SP:Iteration 43Q (1213.242375 sec): 3 clusters Score: Raw -416907.596190 + Penalty 1599.678368 = -415307.917822 nChanged 8 SP:Iteration 44Q (1213.303403 sec): 3 clusters Score: Raw -416908.991951 + Penalty 1599.678368 = -415309.313583 nChanged 10 SP:Iteration 45Q (1213.350462 sec): 3 clusters Score: Raw -416911.574835 + Penalty 1599.678368 = -415311.896467 nChanged 7 SP:Iteration 46Q (1213.395472 sec): 3 clusters Score: Raw -416913.344897 + Penalty 1599.678368 = -415313.666529 nChanged 9 SP:Iteration 47Q (1213.444630 sec): 3 clusters Score: Raw -416915.559594 + Penalty 1599.678368 = -415315.881226 nChanged 6 SP:Iteration 48Q (1213.498801 sec): 3 clusters Score: Raw -416916.664226 + Penalty 1599.678368 = -415316.985858 nChanged 7 SP:Iteration 49Q (1213.557431 sec): 3 clusters Score: Raw -416917.368870 + Penalty 1599.678368 = -415317.690502 nChanged 3 SP:Iteration 50Q (1213.602472 sec): 3 clusters Score: Raw -416917.532750 + Penalty 1599.678368 = -415317.854382 nChanged 0 SP:Iteration 51F (1213.665411 sec): 3 clusters Score: Raw -416917.532750 + Penalty 1599.678368 = -415317.854382 nChanged 0 Trying to split cluster 3 (53740 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1213.751009 sec): 2 clusters Score: Raw -4758928.407386 + Penalty 1034.731724 = -4757893.675662 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1213.853066 sec): 3 clusters Score: Raw -4724172.370323 + Penalty 2069.463448 = -4722102.906875 nChanged 25611 SP:Iteration 1F (1213.961091 sec): 3 clusters Score: Raw -4739550.422667 + Penalty 2069.463448 = -4737480.959220 nChanged 2389 SP:Iteration 2Q (1214.081148 sec): 3 clusters Score: Raw -4740434.259357 + Penalty 2069.463448 = -4738364.795910 nChanged 2634 SP:Iteration 3Q (1214.193346 sec): 3 clusters Score: Raw -4741629.869452 + Penalty 2069.463448 = -4739560.406004 nChanged 2868 SP:Iteration 4F (1214.303590 sec): 3 clusters Score: Raw -4743298.341576 + Penalty 2069.463448 = -4741228.878129 nChanged 3198 SP:Iteration 5F (1214.416532 sec): 3 clusters Score: Raw -4745604.769504 + Penalty 2069.463448 = -4743535.306056 nChanged 3471 SP:Iteration 6F (1214.520578 sec): 3 clusters Score: Raw -4748361.819510 + Penalty 2069.463448 = -4746292.356062 nChanged 3346 SP:Iteration 7F (1214.636270 sec): 3 clusters Score: Raw -4750631.213027 + Penalty 2069.463448 = -4748561.749579 nChanged 2553 SP:Iteration 8Q (1214.740295 sec): 3 clusters Score: Raw -4751843.998078 + Penalty 2069.463448 = -4749774.534631 nChanged 1732 SP:Iteration 9Q (1214.861212 sec): 3 clusters Score: Raw -4752400.762758 + Penalty 2069.463448 = -4750331.299311 nChanged 1133 SP:Iteration 10Q (1214.977801 sec): 3 clusters Score: Raw -4752695.809918 + Penalty 2069.463448 = -4750626.346470 nChanged 848 SP:Iteration 11Q (1215.095520 sec): 3 clusters Score: Raw -4752893.383691 + Penalty 2069.463448 = -4750823.920243 nChanged 703 SP:Iteration 12Q (1215.200224 sec): 3 clusters Score: Raw -4753053.710672 + Penalty 2069.463448 = -4750984.247225 nChanged 688 SP:Iteration 13Q (1215.307196 sec): 3 clusters Score: Raw -4753222.183265 + Penalty 2069.463448 = -4751152.719818 nChanged 716 SP:Iteration 14Q (1215.416468 sec): 3 clusters Score: Raw -4753401.582326 + Penalty 2069.463448 = -4751332.118878 nChanged 745 SP:Iteration 15Q (1215.531350 sec): 3 clusters Score: Raw -4753600.583704 + Penalty 2069.463448 = -4751531.120257 nChanged 801 SP:Iteration 16Q (1215.639128 sec): 3 clusters Score: Raw -4753832.718110 + Penalty 2069.463448 = -4751763.254663 nChanged 832 SP:Iteration 17Q (1215.759710 sec): 3 clusters Score: Raw -4754091.895140 + Penalty 2069.463448 = -4752022.431693 nChanged 901 SP:Iteration 18Q (1215.855346 sec): 3 clusters Score: Raw -4754393.249036 + Penalty 2069.463448 = -4752323.785589 nChanged 935 SP:Iteration 19Q (1215.963765 sec): 3 clusters Score: Raw -4754726.860513 + Penalty 2069.463448 = -4752657.397066 nChanged 957 SP:Iteration 20F (1216.073094 sec): 3 clusters Score: Raw -4755092.810935 + Penalty 2069.463448 = -4753023.347488 nChanged 989 SP:Iteration 21Q (1216.185880 sec): 3 clusters Score: Raw -4755503.128772 + Penalty 2069.463448 = -4753433.665324 nChanged 1028 SP:Iteration 22Q (1216.299269 sec): 3 clusters Score: Raw -4755965.010566 + Penalty 2069.463448 = -4753895.547119 nChanged 1032 SP:Iteration 23Q (1216.399342 sec): 3 clusters Score: Raw -4756434.197018 + Penalty 2069.463448 = -4754364.733570 nChanged 963 SP:Iteration 24Q (1216.505642 sec): 3 clusters Score: Raw -4756872.608216 + Penalty 2069.463448 = -4754803.144769 nChanged 935 SP:Iteration 25Q (1216.614490 sec): 3 clusters Score: Raw -4757303.518187 + Penalty 2069.463448 = -4755234.054740 nChanged 821 SP:Iteration 26Q (1216.713723 sec): 3 clusters Score: Raw -4757658.180469 + Penalty 2069.463448 = -4755588.717022 nChanged 735 SP:Iteration 27Q (1216.821549 sec): 3 clusters Score: Raw -4757972.216206 + Penalty 2069.463448 = -4755902.752758 nChanged 682 SP:Iteration 28Q (1216.930853 sec): 3 clusters Score: Raw -4758254.667338 + Penalty 2069.463448 = -4756185.203891 nChanged 570 SP:Iteration 29Q (1217.027405 sec): 3 clusters Score: Raw -4758473.089818 + Penalty 2069.463448 = -4756403.626371 nChanged 475 SP:Iteration 30Q (1217.123444 sec): 3 clusters Score: Raw -4758646.252863 + Penalty 2069.463448 = -4756576.789416 nChanged 406 SP:Iteration 31Q (1217.230403 sec): 3 clusters Score: Raw -4758782.742318 + Penalty 2069.463448 = -4756713.278870 nChanged 330 SP:Iteration 32Q (1217.336617 sec): 3 clusters Score: Raw -4758890.994208 + Penalty 2069.463448 = -4756821.530761 nChanged 290 SP:Iteration 33Q (1217.437636 sec): 3 clusters Score: Raw -4758989.568551 + Penalty 2069.463448 = -4756920.105104 nChanged 232 SP:Iteration 34Q (1217.540211 sec): 3 clusters Score: Raw -4759063.408093 + Penalty 2069.463448 = -4756993.944645 nChanged 197 SP:Iteration 35Q (1217.636669 sec): 3 clusters Score: Raw -4759123.351666 + Penalty 2069.463448 = -4757053.888218 nChanged 153 SP:Iteration 36Q (1217.729608 sec): 3 clusters Score: Raw -4759166.376146 + Penalty 2069.463448 = -4757096.912698 nChanged 102 SP:Iteration 37Q (1217.841454 sec): 3 clusters Score: Raw -4759193.431525 + Penalty 2069.463448 = -4757123.968077 nChanged 81 SP:Iteration 38Q (1217.934886 sec): 3 clusters Score: Raw -4759210.507263 + Penalty 2069.463448 = -4757141.043816 nChanged 66 SP:Iteration 39Q (1218.032719 sec): 3 clusters Score: Raw -4759224.694131 + Penalty 2069.463448 = -4757155.230684 nChanged 49 SP:Iteration 40F (1218.144166 sec): 3 clusters Score: Raw -4759233.402799 + Penalty 2069.463448 = -4757163.939352 nChanged 41 SP:Iteration 41Q (1218.242731 sec): 3 clusters Score: Raw -4759241.453422 + Penalty 2069.463448 = -4757171.989975 nChanged 40 SP:Iteration 42Q (1218.344388 sec): 3 clusters Score: Raw -4759249.235557 + Penalty 2069.463448 = -4757179.772110 nChanged 31 SP:Iteration 43Q (1218.444572 sec): 3 clusters Score: Raw -4759253.983296 + Penalty 2069.463448 = -4757184.519849 nChanged 20 SP:Iteration 44Q (1218.541184 sec): 3 clusters Score: Raw -4759256.186010 + Penalty 2069.463448 = -4757186.722562 nChanged 19 SP:Iteration 45Q (1218.641791 sec): 3 clusters Score: Raw -4759258.574763 + Penalty 2069.463448 = -4757189.111316 nChanged 18 SP:Iteration 46Q (1218.742365 sec): 3 clusters Score: Raw -4759260.897654 + Penalty 2069.463448 = -4757191.434207 nChanged 11 SP:Iteration 47Q (1218.844273 sec): 3 clusters Score: Raw -4759261.872489 + Penalty 2069.463448 = -4757192.409041 nChanged 10 SP:Iteration 48Q (1218.938941 sec): 3 clusters Score: Raw -4759262.777806 + Penalty 2069.463448 = -4757193.314359 nChanged 10 SP:Iteration 49Q (1219.027390 sec): 3 clusters Score: Raw -4759263.648691 + Penalty 2069.463448 = -4757194.185244 nChanged 12 SP:Iteration 50Q (1219.137054 sec): 3 clusters Score: Raw -4759264.815431 + Penalty 2069.463448 = -4757195.351983 nChanged 6 SP:Iteration 51Q (1219.233024 sec): 3 clusters Score: Raw -4759265.267390 + Penalty 2069.463448 = -4757195.803942 nChanged 8 SP:Iteration 52Q (1219.333447 sec): 3 clusters Score: Raw -4759266.159028 + Penalty 2069.463448 = -4757196.695580 nChanged 3 SP:Iteration 53Q (1219.431236 sec): 3 clusters Score: Raw -4759266.390900 + Penalty 2069.463448 = -4757196.927452 nChanged 6 SP:Iteration 54Q (1219.528659 sec): 3 clusters Score: Raw -4759266.779386 + Penalty 2069.463448 = -4757197.315938 nChanged 4 SP:Iteration 55Q (1219.620965 sec): 3 clusters Score: Raw -4759266.995930 + Penalty 2069.463448 = -4757197.532482 nChanged 0 SP:Iteration 56F (1219.729950 sec): 3 clusters Score: Raw -4759266.995930 + Penalty 2069.463448 = -4757197.532482 nChanged 0 Trying to split cluster 4 (18962 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1219.786672 sec): 2 clusters Score: Raw -1815529.415824 + Penalty 935.768264 = -1814593.647560 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1219.859038 sec): 3 clusters Score: Raw -1803837.988677 + Penalty 1871.536529 = -1801966.452148 nChanged 8699 SP:Iteration 1F (1219.929984 sec): 3 clusters Score: Raw -1808763.256030 + Penalty 1871.536529 = -1806891.719502 nChanged 988 SP:Iteration 2F (1219.996391 sec): 3 clusters Score: Raw -1809223.414073 + Penalty 1871.536529 = -1807351.877545 nChanged 1002 SP:Iteration 3F (1220.070801 sec): 3 clusters Score: Raw -1809781.265585 + Penalty 1871.536529 = -1807909.729057 nChanged 1073 SP:Iteration 4F (1220.137672 sec): 3 clusters Score: Raw -1810457.079757 + Penalty 1871.536529 = -1808585.543228 nChanged 1125 SP:Iteration 5F (1220.199442 sec): 3 clusters Score: Raw -1811165.581891 + Penalty 1871.536529 = -1809294.045362 nChanged 1037 SP:Iteration 6F (1220.271648 sec): 3 clusters Score: Raw -1811798.402251 + Penalty 1871.536529 = -1809926.865723 nChanged 976 SP:Iteration 7F (1220.350433 sec): 3 clusters Score: Raw -1812374.299683 + Penalty 1871.536529 = -1810502.763154 nChanged 864 SP:Iteration 8Q (1220.423929 sec): 3 clusters Score: Raw -1812829.118479 + Penalty 1871.536529 = -1810957.581951 nChanged 647 SP:Iteration 9Q (1220.483336 sec): 3 clusters Score: Raw -1813090.206842 + Penalty 1871.536529 = -1811218.670313 nChanged 424 SP:Iteration 10Q (1220.553744 sec): 3 clusters Score: Raw -1813212.423241 + Penalty 1871.536529 = -1811340.886713 nChanged 314 SP:Iteration 11Q (1220.636932 sec): 3 clusters Score: Raw -1813277.167280 + Penalty 1871.536529 = -1811405.630752 nChanged 209 SP:Iteration 12Q (1220.699049 sec): 3 clusters Score: Raw -1813319.739519 + Penalty 1871.536529 = -1811448.202990 nChanged 197 SP:Iteration 13Q (1220.774149 sec): 3 clusters Score: Raw -1813364.736949 + Penalty 1871.536529 = -1811493.200421 nChanged 200 SP:Iteration 14Q (1220.847697 sec): 3 clusters Score: Raw -1813411.537187 + Penalty 1871.536529 = -1811540.000658 nChanged 206 SP:Iteration 15Q (1220.919089 sec): 3 clusters Score: Raw -1813455.824220 + Penalty 1871.536529 = -1811584.287692 nChanged 201 SP:Iteration 16Q (1220.989233 sec): 3 clusters Score: Raw -1813504.706280 + Penalty 1871.536529 = -1811633.169752 nChanged 217 SP:Iteration 17Q (1221.055063 sec): 3 clusters Score: Raw -1813554.746392 + Penalty 1871.536529 = -1811683.209863 nChanged 205 SP:Iteration 18Q (1221.125932 sec): 3 clusters Score: Raw -1813599.493243 + Penalty 1871.536529 = -1811727.956714 nChanged 180 SP:Iteration 19Q (1221.201107 sec): 3 clusters Score: Raw -1813636.333764 + Penalty 1871.536529 = -1811764.797235 nChanged 175 SP:Iteration 20F (1221.271920 sec): 3 clusters Score: Raw -1813676.487288 + Penalty 1871.536529 = -1811804.950760 nChanged 182 SP:Iteration 21Q (1221.343835 sec): 3 clusters Score: Raw -1813719.625631 + Penalty 1871.536529 = -1811848.089103 nChanged 182 SP:Iteration 22Q (1221.413481 sec): 3 clusters Score: Raw -1813760.404021 + Penalty 1871.536529 = -1811888.867493 nChanged 177 SP:Iteration 23Q (1221.482266 sec): 3 clusters Score: Raw -1813801.755570 + Penalty 1871.536529 = -1811930.219042 nChanged 179 SP:Iteration 24Q (1221.551704 sec): 3 clusters Score: Raw -1813846.843975 + Penalty 1871.536529 = -1811975.307447 nChanged 188 SP:Iteration 25Q (1221.623594 sec): 3 clusters Score: Raw -1813890.571175 + Penalty 1871.536529 = -1812019.034646 nChanged 165 SP:Iteration 26Q (1221.682982 sec): 3 clusters Score: Raw -1813930.974438 + Penalty 1871.536529 = -1812059.437909 nChanged 159 SP:Iteration 27Q (1221.752949 sec): 3 clusters Score: Raw -1813961.239570 + Penalty 1871.536529 = -1812089.703042 nChanged 131 SP:Iteration 28Q (1221.827159 sec): 3 clusters Score: Raw -1813982.084163 + Penalty 1871.536529 = -1812110.547634 nChanged 117 SP:Iteration 29Q (1221.896272 sec): 3 clusters Score: Raw -1813999.129498 + Penalty 1871.536529 = -1812127.592969 nChanged 113 SP:Iteration 30Q (1221.964961 sec): 3 clusters Score: Raw -1814016.456988 + Penalty 1871.536529 = -1812144.920459 nChanged 111 SP:Iteration 31Q (1222.036683 sec): 3 clusters Score: Raw -1814030.878035 + Penalty 1871.536529 = -1812159.341506 nChanged 111 SP:Iteration 32Q (1222.098863 sec): 3 clusters Score: Raw -1814047.182251 + Penalty 1871.536529 = -1812175.645722 nChanged 121 SP:Iteration 33Q (1222.178823 sec): 3 clusters Score: Raw -1814068.908297 + Penalty 1871.536529 = -1812197.371769 nChanged 116 SP:Iteration 34Q (1222.246206 sec): 3 clusters Score: Raw -1814088.110713 + Penalty 1871.536529 = -1812216.574184 nChanged 115 SP:Iteration 35Q (1222.307783 sec): 3 clusters Score: Raw -1814103.946557 + Penalty 1871.536529 = -1812232.410028 nChanged 86 SP:Iteration 36Q (1222.385853 sec): 3 clusters Score: Raw -1814115.890300 + Penalty 1871.536529 = -1812244.353772 nChanged 82 SP:Iteration 37Q (1222.443001 sec): 3 clusters Score: Raw -1814127.177297 + Penalty 1871.536529 = -1812255.640768 nChanged 78 SP:Iteration 38Q (1222.510424 sec): 3 clusters Score: Raw -1814138.318227 + Penalty 1871.536529 = -1812266.781699 nChanged 92 SP:Iteration 39Q (1222.577731 sec): 3 clusters Score: Raw -1814153.372395 + Penalty 1871.536529 = -1812281.835867 nChanged 93 SP:Iteration 40F (1222.643447 sec): 3 clusters Score: Raw -1814168.082907 + Penalty 1871.536529 = -1812296.546378 nChanged 92 SP:Iteration 41Q (1222.720170 sec): 3 clusters Score: Raw -1814183.345643 + Penalty 1871.536529 = -1812311.809115 nChanged 84 SP:Iteration 42Q (1222.791999 sec): 3 clusters Score: Raw -1814195.169594 + Penalty 1871.536529 = -1812323.633065 nChanged 82 SP:Iteration 43Q (1222.859640 sec): 3 clusters Score: Raw -1814206.709486 + Penalty 1871.536529 = -1812335.172957 nChanged 70 SP:Iteration 44Q (1222.930477 sec): 3 clusters Score: Raw -1814215.264336 + Penalty 1871.536529 = -1812343.727807 nChanged 58 SP:Iteration 45Q (1222.984932 sec): 3 clusters Score: Raw -1814223.551460 + Penalty 1871.536529 = -1812352.014931 nChanged 59 SP:Iteration 46Q (1223.063555 sec): 3 clusters Score: Raw -1814231.738361 + Penalty 1871.536529 = -1812360.201833 nChanged 47 SP:Iteration 47Q (1223.132808 sec): 3 clusters Score: Raw -1814236.499287 + Penalty 1871.536529 = -1812364.962759 nChanged 51 SP:Iteration 48Q (1223.194309 sec): 3 clusters Score: Raw -1814242.028218 + Penalty 1871.536529 = -1812370.491690 nChanged 43 SP:Iteration 49Q (1223.272009 sec): 3 clusters Score: Raw -1814247.799095 + Penalty 1871.536529 = -1812376.262566 nChanged 45 SP:Iteration 50Q (1223.324927 sec): 3 clusters Score: Raw -1814252.455481 + Penalty 1871.536529 = -1812380.918952 nChanged 45 SP:Iteration 51Q (1223.391921 sec): 3 clusters Score: Raw -1814256.641035 + Penalty 1871.536529 = -1812385.104506 nChanged 43 SP:Iteration 52Q (1223.471366 sec): 3 clusters Score: Raw -1814261.178720 + Penalty 1871.536529 = -1812389.642192 nChanged 47 SP:Iteration 53Q (1223.535115 sec): 3 clusters Score: Raw -1814265.371703 + Penalty 1871.536529 = -1812393.835175 nChanged 43 SP:Iteration 54Q (1223.600107 sec): 3 clusters Score: Raw -1814268.809444 + Penalty 1871.536529 = -1812397.272916 nChanged 39 SP:Iteration 55Q (1223.679182 sec): 3 clusters Score: Raw -1814271.504186 + Penalty 1871.536529 = -1812399.967657 nChanged 27 SP:Iteration 56Q (1223.754272 sec): 3 clusters Score: Raw -1814272.988791 + Penalty 1871.536529 = -1812401.452263 nChanged 26 SP:Iteration 57Q (1223.826789 sec): 3 clusters Score: Raw -1814274.533451 + Penalty 1871.536529 = -1812402.996922 nChanged 26 SP:Iteration 58Q (1223.899567 sec): 3 clusters Score: Raw -1814276.256694 + Penalty 1871.536529 = -1812404.720165 nChanged 22 SP:Iteration 59Q (1223.970360 sec): 3 clusters Score: Raw -1814277.527053 + Penalty 1871.536529 = -1812405.990525 nChanged 16 SP:Iteration 60F (1224.030501 sec): 3 clusters Score: Raw -1814278.392012 + Penalty 1871.536529 = -1812406.855483 nChanged 15 SP:Iteration 61Q (1224.107557 sec): 3 clusters Score: Raw -1814279.262522 + Penalty 1871.536529 = -1812407.725993 nChanged 14 SP:Iteration 62Q (1224.176030 sec): 3 clusters Score: Raw -1814280.352489 + Penalty 1871.536529 = -1812408.815960 nChanged 19 SP:Iteration 63Q (1224.237610 sec): 3 clusters Score: Raw -1814281.243533 + Penalty 1871.536529 = -1812409.707004 nChanged 10 SP:Iteration 64Q (1224.309250 sec): 3 clusters Score: Raw -1814281.618052 + Penalty 1871.536529 = -1812410.081523 nChanged 12 SP:Iteration 65Q (1224.370346 sec): 3 clusters Score: Raw -1814282.115321 + Penalty 1871.536529 = -1812410.578793 nChanged 15 SP:Iteration 66Q (1224.442694 sec): 3 clusters Score: Raw -1814282.856853 + Penalty 1871.536529 = -1812411.320324 nChanged 8 SP:Iteration 67Q (1224.518328 sec): 3 clusters Score: Raw -1814283.222260 + Penalty 1871.536529 = -1812411.685731 nChanged 5 SP:Iteration 68Q (1224.583360 sec): 3 clusters Score: Raw -1814283.467014 + Penalty 1871.536529 = -1812411.930485 nChanged 3 SP:Iteration 69Q (1224.654913 sec): 3 clusters Score: Raw -1814283.639235 + Penalty 1871.536529 = -1812412.102706 nChanged 4 SP:Iteration 70Q (1224.717848 sec): 3 clusters Score: Raw -1814283.886361 + Penalty 1871.536529 = -1812412.349833 nChanged 6 SP:Iteration 71Q (1224.788608 sec): 3 clusters Score: Raw -1814284.104262 + Penalty 1871.536529 = -1812412.567733 nChanged 6 SP:Iteration 72Q (1224.865090 sec): 3 clusters Score: Raw -1814284.597864 + Penalty 1871.536529 = -1812413.061335 nChanged 7 SP:Iteration 73Q (1224.938125 sec): 3 clusters Score: Raw -1814285.095884 + Penalty 1871.536529 = -1812413.559355 nChanged 8 SP:Iteration 74Q (1225.009759 sec): 3 clusters Score: Raw -1814285.427660 + Penalty 1871.536529 = -1812413.891132 nChanged 7 SP:Iteration 75Q (1225.081173 sec): 3 clusters Score: Raw -1814285.611920 + Penalty 1871.536529 = -1812414.075392 nChanged 4 SP:Iteration 76Q (1225.149788 sec): 3 clusters Score: Raw -1814285.680618 + Penalty 1871.536529 = -1812414.144090 nChanged 1 SP:Iteration 77Q (1225.208866 sec): 3 clusters Score: Raw -1814285.705218 + Penalty 1871.536529 = -1812414.168690 nChanged 2 SP:Iteration 78Q (1225.286693 sec): 3 clusters Score: Raw -1814285.774099 + Penalty 1871.536529 = -1812414.237570 nChanged 2 SP:Iteration 79Q (1225.353143 sec): 3 clusters Score: Raw -1814285.837520 + Penalty 1871.536529 = -1812414.300992 nChanged 2 SP:Iteration 80F (1225.416073 sec): 3 clusters Score: Raw -1814285.857336 + Penalty 1871.536529 = -1812414.320808 nChanged 1 SP:Iteration 81Q (1225.486977 sec): 3 clusters Score: Raw -1814285.873116 + Penalty 1871.536529 = -1812414.336588 nChanged 0 SP:Iteration 82F (1225.558912 sec): 3 clusters Score: Raw -1814285.873116 + Penalty 1871.536529 = -1812414.336588 nChanged 0 Trying to split cluster 5 (1668 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1225.587892 sec): 2 clusters Score: Raw -154749.763186 + Penalty 704.841155 = -154044.922031 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1225.631430 sec): 3 clusters Score: Raw -153909.469204 + Penalty 1409.682311 = -152499.786893 nChanged 654 SP:Iteration 1F (1225.677737 sec): 3 clusters Score: Raw -154316.101744 + Penalty 1409.682311 = -152906.419433 nChanged 144 SP:Iteration 2F (1225.730941 sec): 3 clusters Score: Raw -154420.057277 + Penalty 1409.682311 = -153010.374966 nChanged 112 SP:Iteration 3F (1225.769183 sec): 3 clusters Score: Raw -154493.836188 + Penalty 1409.682311 = -153084.153877 nChanged 81 SP:Iteration 4Q (1225.829958 sec): 3 clusters Score: Raw -154555.350802 + Penalty 1409.682311 = -153145.668491 nChanged 78 SP:Iteration 5Q (1225.880377 sec): 3 clusters Score: Raw -154612.008160 + Penalty 1409.682311 = -153202.325849 nChanged 72 SP:Iteration 6Q (1225.927634 sec): 3 clusters Score: Raw -154672.998559 + Penalty 1409.682311 = -153263.316249 nChanged 58 SP:Iteration 7Q (1225.967335 sec): 3 clusters Score: Raw -154719.270189 + Penalty 1409.682311 = -153309.587879 nChanged 43 SP:Iteration 8Q (1226.019475 sec): 3 clusters Score: Raw -154753.272945 + Penalty 1409.682311 = -153343.590634 nChanged 38 SP:Iteration 9Q (1226.068576 sec): 3 clusters Score: Raw -154793.338966 + Penalty 1409.682311 = -153383.656655 nChanged 35 SP:Iteration 10Q (1226.114115 sec): 3 clusters Score: Raw -154824.148148 + Penalty 1409.682311 = -153414.465838 nChanged 33 SP:Iteration 11Q (1226.166698 sec): 3 clusters Score: Raw -154847.514155 + Penalty 1409.682311 = -153437.831844 nChanged 18 SP:Iteration 12Q (1226.214509 sec): 3 clusters Score: Raw -154859.326475 + Penalty 1409.682311 = -153449.644164 nChanged 9 SP:Iteration 13Q (1226.261536 sec): 3 clusters Score: Raw -154868.535660 + Penalty 1409.682311 = -153458.853350 nChanged 11 SP:Iteration 14Q (1226.306366 sec): 3 clusters Score: Raw -154877.524213 + Penalty 1409.682311 = -153467.841903 nChanged 5 SP:Iteration 15Q (1226.349955 sec): 3 clusters Score: Raw -154880.138443 + Penalty 1409.682311 = -153470.456132 nChanged 6 SP:Iteration 16Q (1226.383971 sec): 3 clusters Score: Raw -154883.650505 + Penalty 1409.682311 = -153473.968195 nChanged 6 SP:Iteration 17Q (1226.428478 sec): 3 clusters Score: Raw -154886.077603 + Penalty 1409.682311 = -153476.395292 nChanged 4 SP:Iteration 18Q (1226.477578 sec): 3 clusters Score: Raw -154888.469450 + Penalty 1409.682311 = -153478.787140 nChanged 5 SP:Iteration 19Q (1226.519261 sec): 3 clusters Score: Raw -154890.536607 + Penalty 1409.682311 = -153480.854296 nChanged 3 SP:Iteration 20F (1226.574596 sec): 3 clusters Score: Raw -154892.051220 + Penalty 1409.682311 = -153482.368909 nChanged 4 SP:Iteration 21Q (1226.622304 sec): 3 clusters Score: Raw -154894.287005 + Penalty 1409.682311 = -153484.604695 nChanged 3 SP:Iteration 22Q (1226.654462 sec): 3 clusters Score: Raw -154896.372695 + Penalty 1409.682311 = -153486.690385 nChanged 2 SP:Iteration 23Q (1226.709414 sec): 3 clusters Score: Raw -154898.576609 + Penalty 1409.682311 = -153488.894298 nChanged 1 SP:Iteration 24Q (1226.763093 sec): 3 clusters Score: Raw -154898.844047 + Penalty 1409.682311 = -153489.161736 nChanged 0 SP:Iteration 25F (1226.805216 sec): 3 clusters Score: Raw -154898.844047 + Penalty 1409.682311 = -153489.161736 nChanged 0 Trying to split cluster 6 (48338 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1226.887504 sec): 2 clusters Score: Raw -4485581.150844 + Penalty 1024.667462 = -4484556.483382 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1226.991856 sec): 3 clusters Score: Raw -4454213.395784 + Penalty 2049.334923 = -4452164.060861 nChanged 22956 SP:Iteration 1F (1227.097817 sec): 3 clusters Score: Raw -4467976.962126 + Penalty 2049.334923 = -4465927.627203 nChanged 2768 SP:Iteration 2F (1227.194016 sec): 3 clusters Score: Raw -4469297.997537 + Penalty 2049.334923 = -4467248.662614 nChanged 3514 SP:Iteration 3F (1227.304821 sec): 3 clusters Score: Raw -4471610.452334 + Penalty 2049.334923 = -4469561.117411 nChanged 4392 SP:Iteration 4F (1227.410976 sec): 3 clusters Score: Raw -4475390.947333 + Penalty 2049.334923 = -4473341.612409 nChanged 4542 SP:Iteration 5F (1227.508354 sec): 3 clusters Score: Raw -4480048.145377 + Penalty 2049.334923 = -4477998.810454 nChanged 3319 SP:Iteration 6F (1227.617029 sec): 3 clusters Score: Raw -4483597.787432 + Penalty 2049.334923 = -4481548.452509 nChanged 1478 SP:Iteration 7Q (1227.721289 sec): 3 clusters Score: Raw -4485110.591081 + Penalty 2049.334923 = -4483061.256157 nChanged 402 SP:Iteration 8Q (1227.815387 sec): 3 clusters Score: Raw -4485514.761754 + Penalty 2049.334923 = -4483465.426831 nChanged 85 SP:Iteration 9Q (1227.902693 sec): 3 clusters Score: Raw -4485619.167523 + Penalty 2049.334923 = -4483569.832600 nChanged 20 SP:Iteration 10Q (1228.000155 sec): 3 clusters Score: Raw -4485646.297234 + Penalty 2049.334923 = -4483596.962311 nChanged 6 SP:Iteration 11Q (1228.091284 sec): 3 clusters Score: Raw -4485657.685016 + Penalty 2049.334923 = -4483608.350093 nChanged 3 SP:Iteration 12Q (1228.179164 sec): 3 clusters Score: Raw -4485667.355142 + Penalty 2049.334923 = -4483618.020219 nChanged 1 SP:Iteration 13Q (1228.273052 sec): 3 clusters Score: Raw -4485668.637002 + Penalty 2049.334923 = -4483619.302079 nChanged 0 SP:Iteration 14F (1228.371441 sec): 3 clusters Score: Raw -4485668.637002 + Penalty 2049.334923 = -4483619.302079 nChanged 0 Trying to split cluster 7 (29536 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1228.437016 sec): 2 clusters Score: Raw -2730419.908795 + Penalty 977.869688 = -2729442.039107 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1228.524287 sec): 3 clusters Score: Raw -2711617.571855 + Penalty 1955.739376 = -2709661.832479 nChanged 13879 SP:Iteration 1F (1228.608365 sec): 3 clusters Score: Raw -2719794.672001 + Penalty 1955.739376 = -2717838.932624 nChanged 1383 SP:Iteration 2Q (1228.695170 sec): 3 clusters Score: Raw -2720386.386156 + Penalty 1955.739376 = -2718430.646780 nChanged 1507 SP:Iteration 3F (1228.770617 sec): 3 clusters Score: Raw -2721172.832038 + Penalty 1955.739376 = -2719217.092661 nChanged 1677 SP:Iteration 4F (1228.860881 sec): 3 clusters Score: Raw -2722199.995310 + Penalty 1955.739376 = -2720244.255934 nChanged 1818 SP:Iteration 5F (1228.931305 sec): 3 clusters Score: Raw -2723494.544750 + Penalty 1955.739376 = -2721538.805374 nChanged 1848 SP:Iteration 6F (1229.015860 sec): 3 clusters Score: Raw -2724966.920592 + Penalty 1955.739376 = -2723011.181216 nChanged 1760 SP:Iteration 7F (1229.095930 sec): 3 clusters Score: Raw -2726393.718334 + Penalty 1955.739376 = -2724437.978957 nChanged 1389 SP:Iteration 8Q (1229.188657 sec): 3 clusters Score: Raw -2727479.359779 + Penalty 1955.739376 = -2725523.620403 nChanged 1083 SP:Iteration 9Q (1229.263188 sec): 3 clusters Score: Raw -2728289.601318 + Penalty 1955.739376 = -2726333.861941 nChanged 828 SP:Iteration 10Q (1229.343669 sec): 3 clusters Score: Raw -2728845.874383 + Penalty 1955.739376 = -2726890.135007 nChanged 633 SP:Iteration 11Q (1229.433942 sec): 3 clusters Score: Raw -2729247.092181 + Penalty 1955.739376 = -2727291.352805 nChanged 512 SP:Iteration 12Q (1229.511738 sec): 3 clusters Score: Raw -2729561.701042 + Penalty 1955.739376 = -2727605.961666 nChanged 423 SP:Iteration 13Q (1229.589079 sec): 3 clusters Score: Raw -2729821.233749 + Penalty 1955.739376 = -2727865.494373 nChanged 334 SP:Iteration 14Q (1229.661412 sec): 3 clusters Score: Raw -2730022.484085 + Penalty 1955.739376 = -2728066.744709 nChanged 264 SP:Iteration 15Q (1229.742752 sec): 3 clusters Score: Raw -2730164.505748 + Penalty 1955.739376 = -2728208.766372 nChanged 207 SP:Iteration 16Q (1229.831716 sec): 3 clusters Score: Raw -2730266.259588 + Penalty 1955.739376 = -2728310.520212 nChanged 146 SP:Iteration 17Q (1229.901299 sec): 3 clusters Score: Raw -2730343.423017 + Penalty 1955.739376 = -2728387.683641 nChanged 117 SP:Iteration 18Q (1229.990544 sec): 3 clusters Score: Raw -2730402.813282 + Penalty 1955.739376 = -2728447.073906 nChanged 86 SP:Iteration 19Q (1230.064844 sec): 3 clusters Score: Raw -2730447.573388 + Penalty 1955.739376 = -2728491.834012 nChanged 65 SP:Iteration 20F (1230.141641 sec): 3 clusters Score: Raw -2730482.275018 + Penalty 1955.739376 = -2728526.535642 nChanged 55 SP:Iteration 21Q (1230.211982 sec): 3 clusters Score: Raw -2730507.701646 + Penalty 1955.739376 = -2728551.962270 nChanged 43 SP:Iteration 22Q (1230.283094 sec): 3 clusters Score: Raw -2730525.697127 + Penalty 1955.739376 = -2728569.957751 nChanged 39 SP:Iteration 23Q (1230.355820 sec): 3 clusters Score: Raw -2730541.892719 + Penalty 1955.739376 = -2728586.153343 nChanged 34 SP:Iteration 24Q (1230.427515 sec): 3 clusters Score: Raw -2730558.193934 + Penalty 1955.739376 = -2728602.454558 nChanged 24 SP:Iteration 25Q (1230.499858 sec): 3 clusters Score: Raw -2730568.475834 + Penalty 1955.739376 = -2728612.736458 nChanged 23 SP:Iteration 26Q (1230.567703 sec): 3 clusters Score: Raw -2730576.825613 + Penalty 1955.739376 = -2728621.086236 nChanged 14 SP:Iteration 27Q (1230.641305 sec): 3 clusters Score: Raw -2730583.012585 + Penalty 1955.739376 = -2728627.273208 nChanged 19 SP:Iteration 28Q (1230.718349 sec): 3 clusters Score: Raw -2730590.628834 + Penalty 1955.739376 = -2728634.889458 nChanged 15 SP:Iteration 29Q (1230.789513 sec): 3 clusters Score: Raw -2730596.446740 + Penalty 1955.739376 = -2728640.707364 nChanged 12 SP:Iteration 30Q (1230.864543 sec): 3 clusters Score: Raw -2730600.258130 + Penalty 1955.739376 = -2728644.518754 nChanged 13 SP:Iteration 31Q (1230.934982 sec): 3 clusters Score: Raw -2730605.810372 + Penalty 1955.739376 = -2728650.070996 nChanged 9 SP:Iteration 32Q (1231.002140 sec): 3 clusters Score: Raw -2730608.650439 + Penalty 1955.739376 = -2728652.911063 nChanged 8 SP:Iteration 33Q (1231.074733 sec): 3 clusters Score: Raw -2730610.961654 + Penalty 1955.739376 = -2728655.222278 nChanged 4 SP:Iteration 34Q (1231.151109 sec): 3 clusters Score: Raw -2730612.434350 + Penalty 1955.739376 = -2728656.694974 nChanged 2 SP:Iteration 35Q (1231.228299 sec): 3 clusters Score: Raw -2730612.645513 + Penalty 1955.739376 = -2728656.906137 nChanged 0 SP:Iteration 36F (1231.305245 sec): 3 clusters Score: Raw -2730612.645513 + Penalty 1955.739376 = -2728656.906137 nChanged 0 Trying to split cluster 8 (15287 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1231.353324 sec): 2 clusters Score: Raw -1452433.233555 + Penalty 915.302017 = -1451517.931538 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1231.423181 sec): 3 clusters Score: Raw -1443192.344314 + Penalty 1830.604034 = -1441361.740280 nChanged 6962 SP:Iteration 1F (1231.486242 sec): 3 clusters Score: Raw -1447178.753999 + Penalty 1830.604034 = -1445348.149965 nChanged 959 SP:Iteration 2F (1231.548997 sec): 3 clusters Score: Raw -1447695.715138 + Penalty 1830.604034 = -1445865.111104 nChanged 993 SP:Iteration 3F (1231.615442 sec): 3 clusters Score: Raw -1448297.116251 + Penalty 1830.604034 = -1446466.512218 nChanged 1031 SP:Iteration 4F (1231.680566 sec): 3 clusters Score: Raw -1448976.196073 + Penalty 1830.604034 = -1447145.592039 nChanged 1025 SP:Iteration 5F (1231.740558 sec): 3 clusters Score: Raw -1449672.935554 + Penalty 1830.604034 = -1447842.331520 nChanged 908 SP:Iteration 6F (1231.811373 sec): 3 clusters Score: Raw -1450340.682532 + Penalty 1830.604034 = -1448510.078498 nChanged 781 SP:Iteration 7F (1231.879413 sec): 3 clusters Score: Raw -1450924.375037 + Penalty 1830.604034 = -1449093.771003 nChanged 573 SP:Iteration 8Q (1231.945490 sec): 3 clusters Score: Raw -1451284.533718 + Penalty 1830.604034 = -1449453.929684 nChanged 432 SP:Iteration 9Q (1232.013881 sec): 3 clusters Score: Raw -1451530.117564 + Penalty 1830.604034 = -1449699.513530 nChanged 327 SP:Iteration 10Q (1232.071385 sec): 3 clusters Score: Raw -1451703.395772 + Penalty 1830.604034 = -1449872.791739 nChanged 268 SP:Iteration 11Q (1232.135230 sec): 3 clusters Score: Raw -1451849.978337 + Penalty 1830.604034 = -1450019.374303 nChanged 252 SP:Iteration 12Q (1232.188057 sec): 3 clusters Score: Raw -1451996.103004 + Penalty 1830.604034 = -1450165.498970 nChanged 198 SP:Iteration 13Q (1232.261581 sec): 3 clusters Score: Raw -1452115.314023 + Penalty 1830.604034 = -1450284.709989 nChanged 169 SP:Iteration 14Q (1232.312897 sec): 3 clusters Score: Raw -1452214.716980 + Penalty 1830.604034 = -1450384.112946 nChanged 154 SP:Iteration 15Q (1232.376985 sec): 3 clusters Score: Raw -1452305.676398 + Penalty 1830.604034 = -1450475.072365 nChanged 113 SP:Iteration 16Q (1232.430570 sec): 3 clusters Score: Raw -1452364.973336 + Penalty 1830.604034 = -1450534.369302 nChanged 98 SP:Iteration 17Q (1232.493367 sec): 3 clusters Score: Raw -1452411.988428 + Penalty 1830.604034 = -1450581.384394 nChanged 79 SP:Iteration 18Q (1232.557465 sec): 3 clusters Score: Raw -1452447.368109 + Penalty 1830.604034 = -1450616.764075 nChanged 64 SP:Iteration 19Q (1232.624929 sec): 3 clusters Score: Raw -1452471.957527 + Penalty 1830.604034 = -1450641.353494 nChanged 56 SP:Iteration 20F (1232.682002 sec): 3 clusters Score: Raw -1452495.894183 + Penalty 1830.604034 = -1450665.290149 nChanged 49 SP:Iteration 21Q (1232.750576 sec): 3 clusters Score: Raw -1452523.449250 + Penalty 1830.604034 = -1450692.845216 nChanged 57 SP:Iteration 22Q (1232.801824 sec): 3 clusters Score: Raw -1452558.205007 + Penalty 1830.604034 = -1450727.600973 nChanged 58 SP:Iteration 23Q (1232.871997 sec): 3 clusters Score: Raw -1452591.653739 + Penalty 1830.604034 = -1450761.049705 nChanged 51 SP:Iteration 24Q (1232.936590 sec): 3 clusters Score: Raw -1452623.948657 + Penalty 1830.604034 = -1450793.344623 nChanged 58 SP:Iteration 25Q (1232.994214 sec): 3 clusters Score: Raw -1452665.773373 + Penalty 1830.604034 = -1450835.169339 nChanged 55 SP:Iteration 26Q (1233.059951 sec): 3 clusters Score: Raw -1452701.367754 + Penalty 1830.604034 = -1450870.763720 nChanged 42 SP:Iteration 27Q (1233.121346 sec): 3 clusters Score: Raw -1452732.305228 + Penalty 1830.604034 = -1450901.701194 nChanged 39 SP:Iteration 28Q (1233.176157 sec): 3 clusters Score: Raw -1452767.266628 + Penalty 1830.604034 = -1450936.662594 nChanged 53 SP:Iteration 29Q (1233.229380 sec): 3 clusters Score: Raw -1452812.415992 + Penalty 1830.604034 = -1450981.811958 nChanged 56 SP:Iteration 30Q (1233.300232 sec): 3 clusters Score: Raw -1452867.111299 + Penalty 1830.604034 = -1451036.507265 nChanged 59 SP:Iteration 31Q (1233.353924 sec): 3 clusters Score: Raw -1452928.912344 + Penalty 1830.604034 = -1451098.308310 nChanged 45 SP:Iteration 32Q (1233.415511 sec): 3 clusters Score: Raw -1452983.237343 + Penalty 1830.604034 = -1451152.633309 nChanged 51 SP:Iteration 33Q (1233.476628 sec): 3 clusters Score: Raw -1453028.373710 + Penalty 1830.604034 = -1451197.769676 nChanged 42 SP:Iteration 34Q (1233.542143 sec): 3 clusters Score: Raw -1453064.173348 + Penalty 1830.604034 = -1451233.569314 nChanged 35 SP:Iteration 35Q (1233.600421 sec): 3 clusters Score: Raw -1453101.789682 + Penalty 1830.604034 = -1451271.185649 nChanged 41 SP:Iteration 36Q (1233.659005 sec): 3 clusters Score: Raw -1453142.649543 + Penalty 1830.604034 = -1451312.045509 nChanged 30 SP:Iteration 37Q (1233.710314 sec): 3 clusters Score: Raw -1453176.552878 + Penalty 1830.604034 = -1451345.948844 nChanged 31 SP:Iteration 38Q (1233.776372 sec): 3 clusters Score: Raw -1453208.287321 + Penalty 1830.604034 = -1451377.683287 nChanged 25 SP:Iteration 39Q (1233.844957 sec): 3 clusters Score: Raw -1453232.555081 + Penalty 1830.604034 = -1451401.951047 nChanged 23 SP:Iteration 40F (1233.908236 sec): 3 clusters Score: Raw -1453326.119889 + Penalty 1830.604034 = -1451495.515855 nChanged 73 SP:Iteration 41Q (1233.971698 sec): 3 clusters Score: Raw -1453457.114190 + Penalty 1830.604034 = -1451626.510156 nChanged 81 SP:Iteration 42Q (1234.032468 sec): 3 clusters Score: Raw -1453585.685385 + Penalty 1830.604034 = -1451755.081351 nChanged 70 SP:Iteration 43Q (1234.084248 sec): 3 clusters Score: Raw -1453677.769144 + Penalty 1830.604034 = -1451847.165110 nChanged 40 SP:Iteration 44Q (1234.143600 sec): 3 clusters Score: Raw -1453720.251844 + Penalty 1830.604034 = -1451889.647810 nChanged 23 SP:Iteration 45Q (1234.216106 sec): 3 clusters Score: Raw -1453739.323090 + Penalty 1830.604034 = -1451908.719057 nChanged 14 SP:Iteration 46Q (1234.270328 sec): 3 clusters Score: Raw -1453752.084160 + Penalty 1830.604034 = -1451921.480126 nChanged 7 SP:Iteration 47Q (1234.338230 sec): 3 clusters Score: Raw -1453756.691036 + Penalty 1830.604034 = -1451926.087002 nChanged 3 SP:Iteration 48Q (1234.392655 sec): 3 clusters Score: Raw -1453762.265259 + Penalty 1830.604034 = -1451931.661225 nChanged 3 SP:Iteration 49Q (1234.458041 sec): 3 clusters Score: Raw -1453763.235197 + Penalty 1830.604034 = -1451932.631163 nChanged 0 SP:Iteration 50F (1234.514389 sec): 3 clusters Score: Raw -1453771.465237 + Penalty 1830.604034 = -1451940.861203 nChanged 6 SP:Iteration 51Q (1234.574982 sec): 3 clusters Score: Raw -1453776.105397 + Penalty 1830.604034 = -1451945.501363 nChanged 7 SP:Iteration 52Q (1234.634526 sec): 3 clusters Score: Raw -1453779.291758 + Penalty 1830.604034 = -1451948.687724 nChanged 1 SP:Iteration 53Q (1234.707933 sec): 3 clusters Score: Raw -1453779.490488 + Penalty 1830.604034 = -1451948.886454 nChanged 1 SP:Iteration 54Q (1234.767547 sec): 3 clusters Score: Raw -1453779.777585 + Penalty 1830.604034 = -1451949.173551 nChanged 0 SP:Iteration 55F (1234.827807 sec): 3 clusters Score: Raw -1453779.777585 + Penalty 1830.604034 = -1451949.173551 nChanged 0 Score: Raw -89549116.447052 + Penalty 48494.575683 = -89500621.871369 Splitting cluster 8 changes total score from -89500470.906368 to -89500621.871369 So it's getting split into cluster 37. Trying to split cluster 9 (2006 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1251.836254 sec): 2 clusters Score: Raw -182551.138269 + Penalty 722.370307 = -181828.767962 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1251.871148 sec): 3 clusters Score: Raw -181549.372922 + Penalty 1444.740614 = -180104.632308 nChanged 796 SP:Iteration 1F (1251.929705 sec): 3 clusters Score: Raw -182093.321739 + Penalty 1444.740614 = -180648.581125 nChanged 187 SP:Iteration 2F (1251.975116 sec): 3 clusters Score: Raw -182211.679618 + Penalty 1444.740614 = -180766.939004 nChanged 112 SP:Iteration 3F (1252.015281 sec): 3 clusters Score: Raw -182290.522469 + Penalty 1444.740614 = -180845.781855 nChanged 101 SP:Iteration 4F (1252.064285 sec): 3 clusters Score: Raw -182355.391108 + Penalty 1444.740614 = -180910.650494 nChanged 76 SP:Iteration 5Q (1252.119551 sec): 3 clusters Score: Raw -182403.190755 + Penalty 1444.740614 = -180958.450141 nChanged 70 SP:Iteration 6Q (1252.157183 sec): 3 clusters Score: Raw -182447.539128 + Penalty 1444.740614 = -181002.798514 nChanged 68 SP:Iteration 7Q (1252.207106 sec): 3 clusters Score: Raw -182496.410769 + Penalty 1444.740614 = -181051.670155 nChanged 69 SP:Iteration 8Q (1252.253884 sec): 3 clusters Score: Raw -182544.788982 + Penalty 1444.740614 = -181100.048368 nChanged 62 SP:Iteration 9Q (1252.310883 sec): 3 clusters Score: Raw -182594.529593 + Penalty 1444.740614 = -181149.788979 nChanged 55 SP:Iteration 10Q (1252.367088 sec): 3 clusters Score: Raw -182629.058729 + Penalty 1444.740614 = -181184.318115 nChanged 55 SP:Iteration 11Q (1252.409993 sec): 3 clusters Score: Raw -182668.498416 + Penalty 1444.740614 = -181223.757802 nChanged 60 SP:Iteration 12Q (1252.449270 sec): 3 clusters Score: Raw -182704.400917 + Penalty 1444.740614 = -181259.660303 nChanged 49 SP:Iteration 13Q (1252.507235 sec): 3 clusters Score: Raw -182743.485201 + Penalty 1444.740614 = -181298.744587 nChanged 50 SP:Iteration 14Q (1252.552894 sec): 3 clusters Score: Raw -182794.107998 + Penalty 1444.740614 = -181349.367384 nChanged 46 SP:Iteration 15Q (1252.596118 sec): 3 clusters Score: Raw -182831.794721 + Penalty 1444.740614 = -181387.054107 nChanged 40 SP:Iteration 16Q (1252.644977 sec): 3 clusters Score: Raw -182866.247758 + Penalty 1444.740614 = -181421.507144 nChanged 39 SP:Iteration 17Q (1252.685071 sec): 3 clusters Score: Raw -182894.929547 + Penalty 1444.740614 = -181450.188933 nChanged 29 SP:Iteration 18Q (1252.732230 sec): 3 clusters Score: Raw -182913.767742 + Penalty 1444.740614 = -181469.027128 nChanged 28 SP:Iteration 19Q (1252.780166 sec): 3 clusters Score: Raw -182929.623313 + Penalty 1444.740614 = -181484.882699 nChanged 21 SP:Iteration 20F (1252.819876 sec): 3 clusters Score: Raw -182945.007567 + Penalty 1444.740614 = -181500.266953 nChanged 18 SP:Iteration 21Q (1252.872684 sec): 3 clusters Score: Raw -182961.087182 + Penalty 1444.740614 = -181516.346568 nChanged 18 SP:Iteration 22Q (1252.913022 sec): 3 clusters Score: Raw -182976.565827 + Penalty 1444.740614 = -181531.825213 nChanged 13 SP:Iteration 23Q (1252.967481 sec): 3 clusters Score: Raw -182985.307023 + Penalty 1444.740614 = -181540.566409 nChanged 13 SP:Iteration 24Q (1253.006932 sec): 3 clusters Score: Raw -182992.724488 + Penalty 1444.740614 = -181547.983874 nChanged 7 SP:Iteration 25Q (1253.064011 sec): 3 clusters Score: Raw -182995.942164 + Penalty 1444.740614 = -181551.201550 nChanged 5 SP:Iteration 26Q (1253.114147 sec): 3 clusters Score: Raw -182997.234960 + Penalty 1444.740614 = -181552.494346 nChanged 2 SP:Iteration 27Q (1253.157546 sec): 3 clusters Score: Raw -182997.648491 + Penalty 1444.740614 = -181552.907877 nChanged 2 SP:Iteration 28Q (1253.211441 sec): 3 clusters Score: Raw -182998.625385 + Penalty 1444.740614 = -181553.884771 nChanged 4 SP:Iteration 29Q (1253.257627 sec): 3 clusters Score: Raw -182999.683127 + Penalty 1444.740614 = -181554.942513 nChanged 1 SP:Iteration 30Q (1253.297992 sec): 3 clusters Score: Raw -182999.969921 + Penalty 1444.740614 = -181555.229307 nChanged 1 SP:Iteration 31Q (1253.352622 sec): 3 clusters Score: Raw -183000.133990 + Penalty 1444.740614 = -181555.393376 nChanged 1 SP:Iteration 32Q (1253.392221 sec): 3 clusters Score: Raw -183000.348398 + Penalty 1444.740614 = -181555.607784 nChanged 0 SP:Iteration 33F (1253.441558 sec): 3 clusters Score: Raw -183000.348398 + Penalty 1444.740614 = -181555.607784 nChanged 0 Trying to split cluster 10 (65155 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1253.547429 sec): 2 clusters Score: Raw -6165109.631683 + Penalty 1053.029811 = -6164056.601873 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1253.676222 sec): 3 clusters Score: Raw -6122777.451345 + Penalty 2106.059622 = -6120671.391723 nChanged 31111 SP:Iteration 1F (1253.797473 sec): 3 clusters Score: Raw -6140935.342164 + Penalty 2106.059622 = -6138829.282542 nChanged 2520 SP:Iteration 2Q (1253.936742 sec): 3 clusters Score: Raw -6141684.958461 + Penalty 2106.059622 = -6139578.898839 nChanged 2675 SP:Iteration 3Q (1254.073020 sec): 3 clusters Score: Raw -6142707.516712 + Penalty 2106.059622 = -6140601.457091 nChanged 3078 SP:Iteration 4Q (1254.196187 sec): 3 clusters Score: Raw -6144318.130764 + Penalty 2106.059622 = -6142212.071142 nChanged 3639 SP:Iteration 5F (1254.328315 sec): 3 clusters Score: Raw -6146854.859254 + Penalty 2106.059622 = -6144748.799632 nChanged 4335 SP:Iteration 6F (1254.462426 sec): 3 clusters Score: Raw -6150565.760963 + Penalty 2106.059622 = -6148459.701342 nChanged 4566 SP:Iteration 7F (1254.586738 sec): 3 clusters Score: Raw -6154330.372390 + Penalty 2106.059622 = -6152224.312768 nChanged 3829 SP:Iteration 8F (1254.717090 sec): 3 clusters Score: Raw -6156475.934754 + Penalty 2106.059622 = -6154369.875132 nChanged 2370 SP:Iteration 9Q (1254.851001 sec): 3 clusters Score: Raw -6157309.285190 + Penalty 2106.059622 = -6155203.225568 nChanged 1464 SP:Iteration 10Q (1254.976723 sec): 3 clusters Score: Raw -6157820.368358 + Penalty 2106.059622 = -6155714.308736 nChanged 1203 SP:Iteration 11Q (1255.108733 sec): 3 clusters Score: Raw -6158300.837270 + Penalty 2106.059622 = -6156194.777648 nChanged 1157 SP:Iteration 12Q (1255.235011 sec): 3 clusters Score: Raw -6158759.135876 + Penalty 2106.059622 = -6156653.076254 nChanged 1194 SP:Iteration 13Q (1255.365081 sec): 3 clusters Score: Raw -6159215.984555 + Penalty 2106.059622 = -6157109.924934 nChanged 1200 SP:Iteration 14Q (1255.491355 sec): 3 clusters Score: Raw -6159676.723870 + Penalty 2106.059622 = -6157570.664248 nChanged 1157 SP:Iteration 15Q (1255.613041 sec): 3 clusters Score: Raw -6160104.866935 + Penalty 2106.059622 = -6157998.807313 nChanged 1132 SP:Iteration 16Q (1255.741125 sec): 3 clusters Score: Raw -6160492.134075 + Penalty 2106.059622 = -6158386.074453 nChanged 1070 SP:Iteration 17Q (1255.855873 sec): 3 clusters Score: Raw -6160844.648085 + Penalty 2106.059622 = -6158738.588463 nChanged 1035 SP:Iteration 18Q (1255.987575 sec): 3 clusters Score: Raw -6161156.016459 + Penalty 2106.059622 = -6159049.956837 nChanged 969 SP:Iteration 19Q (1256.105908 sec): 3 clusters Score: Raw -6161446.135945 + Penalty 2106.059622 = -6159340.076323 nChanged 956 SP:Iteration 20F (1256.238841 sec): 3 clusters Score: Raw -6161731.486537 + Penalty 2106.059622 = -6159625.426915 nChanged 937 SP:Iteration 21Q (1256.356619 sec): 3 clusters Score: Raw -6162022.778357 + Penalty 2106.059622 = -6159916.718735 nChanged 951 SP:Iteration 22Q (1256.472672 sec): 3 clusters Score: Raw -6162320.070474 + Penalty 2106.059622 = -6160214.010852 nChanged 910 SP:Iteration 23Q (1256.610144 sec): 3 clusters Score: Raw -6162624.243504 + Penalty 2106.059622 = -6160518.183882 nChanged 931 SP:Iteration 24Q (1256.731181 sec): 3 clusters Score: Raw -6162969.924670 + Penalty 2106.059622 = -6160863.865049 nChanged 919 SP:Iteration 25Q (1256.847466 sec): 3 clusters Score: Raw -6163331.043709 + Penalty 2106.059622 = -6161224.984087 nChanged 849 SP:Iteration 26Q (1256.973913 sec): 3 clusters Score: Raw -6163626.389229 + Penalty 2106.059622 = -6161520.329607 nChanged 736 SP:Iteration 27Q (1257.098946 sec): 3 clusters Score: Raw -6163838.688837 + Penalty 2106.059622 = -6161732.629215 nChanged 641 SP:Iteration 28Q (1257.211798 sec): 3 clusters Score: Raw -6163991.752335 + Penalty 2106.059622 = -6161885.692713 nChanged 542 SP:Iteration 29Q (1257.343339 sec): 3 clusters Score: Raw -6164096.502471 + Penalty 2106.059622 = -6161990.442850 nChanged 446 SP:Iteration 30Q (1257.461154 sec): 3 clusters Score: Raw -6164164.710266 + Penalty 2106.059622 = -6162058.650645 nChanged 365 SP:Iteration 31Q (1257.591856 sec): 3 clusters Score: Raw -6164212.269544 + Penalty 2106.059622 = -6162106.209922 nChanged 330 SP:Iteration 32Q (1257.709962 sec): 3 clusters Score: Raw -6164252.921846 + Penalty 2106.059622 = -6162146.862224 nChanged 305 SP:Iteration 33Q (1257.841080 sec): 3 clusters Score: Raw -6164284.845640 + Penalty 2106.059622 = -6162178.786018 nChanged 278 SP:Iteration 34Q (1257.968864 sec): 3 clusters Score: Raw -6164311.789927 + Penalty 2106.059622 = -6162205.730305 nChanged 272 SP:Iteration 35Q (1258.089073 sec): 3 clusters Score: Raw -6164336.877594 + Penalty 2106.059622 = -6162230.817972 nChanged 249 SP:Iteration 36Q (1258.220536 sec): 3 clusters Score: Raw -6164359.237293 + Penalty 2106.059622 = -6162253.177671 nChanged 253 SP:Iteration 37Q (1258.349001 sec): 3 clusters Score: Raw -6164381.232334 + Penalty 2106.059622 = -6162275.172712 nChanged 259 SP:Iteration 38Q (1258.475934 sec): 3 clusters Score: Raw -6164403.787971 + Penalty 2106.059622 = -6162297.728349 nChanged 260 SP:Iteration 39Q (1258.617434 sec): 3 clusters Score: Raw -6164428.775321 + Penalty 2106.059622 = -6162322.715699 nChanged 272 SP:Iteration 40F (1258.728679 sec): 3 clusters Score: Raw -6164454.014422 + Penalty 2106.059622 = -6162347.954800 nChanged 261 SP:Iteration 41Q (1258.846471 sec): 3 clusters Score: Raw -6164478.153953 + Penalty 2106.059622 = -6162372.094331 nChanged 274 SP:Iteration 42Q (1258.977447 sec): 3 clusters Score: Raw -6164501.965985 + Penalty 2106.059622 = -6162395.906363 nChanged 227 SP:Iteration 43Q (1259.104807 sec): 3 clusters Score: Raw -6164519.483075 + Penalty 2106.059622 = -6162413.423453 nChanged 213 SP:Iteration 44Q (1259.229983 sec): 3 clusters Score: Raw -6164535.957627 + Penalty 2106.059622 = -6162429.898005 nChanged 200 SP:Iteration 45Q (1259.350896 sec): 3 clusters Score: Raw -6164550.233970 + Penalty 2106.059622 = -6162444.174348 nChanged 194 SP:Iteration 46Q (1259.478337 sec): 3 clusters Score: Raw -6164563.766636 + Penalty 2106.059622 = -6162457.707014 nChanged 180 SP:Iteration 47Q (1259.601958 sec): 3 clusters Score: Raw -6164576.749013 + Penalty 2106.059622 = -6162470.689391 nChanged 198 SP:Iteration 48Q (1259.731223 sec): 3 clusters Score: Raw -6164592.028641 + Penalty 2106.059622 = -6162485.969019 nChanged 212 SP:Iteration 49Q (1259.858503 sec): 3 clusters Score: Raw -6164607.975654 + Penalty 2106.059622 = -6162501.916032 nChanged 207 SP:Iteration 50Q (1259.985291 sec): 3 clusters Score: Raw -6164623.999941 + Penalty 2106.059622 = -6162517.940319 nChanged 205 SP:Iteration 51Q (1260.106786 sec): 3 clusters Score: Raw -6164638.913448 + Penalty 2106.059622 = -6162532.853826 nChanged 182 SP:Iteration 52Q (1260.243740 sec): 3 clusters Score: Raw -6164651.050608 + Penalty 2106.059622 = -6162544.990986 nChanged 172 SP:Iteration 53Q (1260.363402 sec): 3 clusters Score: Raw -6164663.385804 + Penalty 2106.059622 = -6162557.326182 nChanged 191 SP:Iteration 54Q (1260.490440 sec): 3 clusters Score: Raw -6164680.129074 + Penalty 2106.059622 = -6162574.069452 nChanged 214 SP:Iteration 55Q (1260.613903 sec): 3 clusters Score: Raw -6164698.531834 + Penalty 2106.059622 = -6162592.472213 nChanged 216 SP:Iteration 56Q (1260.748928 sec): 3 clusters Score: Raw -6164716.524058 + Penalty 2106.059622 = -6162610.464436 nChanged 215 SP:Iteration 57Q (1260.882669 sec): 3 clusters Score: Raw -6164734.410423 + Penalty 2106.059622 = -6162628.350801 nChanged 231 SP:Iteration 58Q (1261.010287 sec): 3 clusters Score: Raw -6164753.485986 + Penalty 2106.059622 = -6162647.426364 nChanged 216 SP:Iteration 59Q (1261.127594 sec): 3 clusters Score: Raw -6164771.047919 + Penalty 2106.059622 = -6162664.988297 nChanged 223 SP:Iteration 60F (1261.256632 sec): 3 clusters Score: Raw -6164789.571741 + Penalty 2106.059622 = -6162683.512119 nChanged 208 SP:Iteration 61Q (1261.384073 sec): 3 clusters Score: Raw -6164806.273339 + Penalty 2106.059622 = -6162700.213717 nChanged 202 SP:Iteration 62Q (1261.523860 sec): 3 clusters Score: Raw -6164822.948469 + Penalty 2106.059622 = -6162716.888847 nChanged 196 SP:Iteration 63Q (1261.632604 sec): 3 clusters Score: Raw -6164837.806232 + Penalty 2106.059622 = -6162731.746610 nChanged 189 SP:Iteration 64Q (1261.767216 sec): 3 clusters Score: Raw -6164850.689383 + Penalty 2106.059622 = -6162744.629761 nChanged 172 SP:Iteration 65Q (1261.887281 sec): 3 clusters Score: Raw -6164861.821338 + Penalty 2106.059622 = -6162755.761716 nChanged 141 SP:Iteration 66Q (1262.016220 sec): 3 clusters Score: Raw -6164869.330105 + Penalty 2106.059622 = -6162763.270483 nChanged 128 SP:Iteration 67Q (1262.156098 sec): 3 clusters Score: Raw -6164876.069294 + Penalty 2106.059622 = -6162770.009672 nChanged 126 SP:Iteration 68Q (1262.279730 sec): 3 clusters Score: Raw -6164883.351779 + Penalty 2106.059622 = -6162777.292157 nChanged 137 SP:Iteration 69Q (1262.395324 sec): 3 clusters Score: Raw -6164892.514023 + Penalty 2106.059622 = -6162786.454401 nChanged 150 SP:Iteration 70Q (1262.518943 sec): 3 clusters Score: Raw -6164902.277160 + Penalty 2106.059622 = -6162796.217538 nChanged 167 SP:Iteration 71Q (1262.657335 sec): 3 clusters Score: Raw -6164913.874813 + Penalty 2106.059622 = -6162807.815191 nChanged 183 SP:Iteration 72Q (1262.775922 sec): 3 clusters Score: Raw -6164926.642990 + Penalty 2106.059622 = -6162820.583368 nChanged 182 SP:Iteration 73Q (1262.905250 sec): 3 clusters Score: Raw -6164939.780654 + Penalty 2106.059622 = -6162833.721032 nChanged 194 SP:Iteration 74Q (1263.032828 sec): 3 clusters Score: Raw -6164954.532983 + Penalty 2106.059622 = -6162848.473361 nChanged 176 SP:Iteration 75Q (1263.161949 sec): 3 clusters Score: Raw -6164967.347930 + Penalty 2106.059622 = -6162861.288308 nChanged 183 SP:Iteration 76Q (1263.293653 sec): 3 clusters Score: Raw -6164981.375683 + Penalty 2106.059622 = -6162875.316061 nChanged 181 SP:Iteration 77Q (1263.416145 sec): 3 clusters Score: Raw -6164993.996615 + Penalty 2106.059622 = -6162887.936993 nChanged 168 SP:Iteration 78Q (1263.541080 sec): 3 clusters Score: Raw -6165004.517769 + Penalty 2106.059622 = -6162898.458147 nChanged 155 SP:Iteration 79Q (1263.668559 sec): 3 clusters Score: Raw -6165013.569865 + Penalty 2106.059622 = -6162907.510243 nChanged 137 SP:Iteration 80F (1263.783158 sec): 3 clusters Score: Raw -6165020.788421 + Penalty 2106.059622 = -6162914.728799 nChanged 126 SP:Iteration 81Q (1263.908717 sec): 3 clusters Score: Raw -6165028.181080 + Penalty 2106.059622 = -6162922.121458 nChanged 133 SP:Iteration 82Q (1264.033434 sec): 3 clusters Score: Raw -6165036.215844 + Penalty 2106.059622 = -6162930.156222 nChanged 122 SP:Iteration 83Q (1264.165556 sec): 3 clusters Score: Raw -6165042.636282 + Penalty 2106.059622 = -6162936.576660 nChanged 113 SP:Iteration 84Q (1264.289016 sec): 3 clusters Score: Raw -6165048.612004 + Penalty 2106.059622 = -6162942.552382 nChanged 119 SP:Iteration 85Q (1264.417071 sec): 3 clusters Score: Raw -6165054.672447 + Penalty 2106.059622 = -6162948.612825 nChanged 125 SP:Iteration 86Q (1264.545466 sec): 3 clusters Score: Raw -6165061.856194 + Penalty 2106.059622 = -6162955.796573 nChanged 125 SP:Iteration 87Q (1264.668032 sec): 3 clusters Score: Raw -6165069.207885 + Penalty 2106.059622 = -6162963.148263 nChanged 126 SP:Iteration 88Q (1264.797795 sec): 3 clusters Score: Raw -6165076.578536 + Penalty 2106.059622 = -6162970.518914 nChanged 137 SP:Iteration 89Q (1264.919559 sec): 3 clusters Score: Raw -6165084.839452 + Penalty 2106.059622 = -6162978.779830 nChanged 144 SP:Iteration 90Q (1265.020430 sec): 3 clusters Score: Raw -6165093.245254 + Penalty 2106.059622 = -6162987.185633 nChanged 132 SP:Iteration 91Q (1265.140000 sec): 3 clusters Score: Raw -6165100.877732 + Penalty 2106.059622 = -6162994.818110 nChanged 140 SP:Iteration 92Q (1265.263639 sec): 3 clusters Score: Raw -6165109.126150 + Penalty 2106.059622 = -6163003.066528 nChanged 133 SP:Iteration 93Q (1265.389071 sec): 3 clusters Score: Raw -6165116.942715 + Penalty 2106.059622 = -6163010.883093 nChanged 141 SP:Iteration 94Q (1265.514409 sec): 3 clusters Score: Raw -6165125.326273 + Penalty 2106.059622 = -6163019.266651 nChanged 126 SP:Iteration 95Q (1265.647967 sec): 3 clusters Score: Raw -6165132.056891 + Penalty 2106.059622 = -6163025.997270 nChanged 114 SP:Iteration 96Q (1265.769802 sec): 3 clusters Score: Raw -6165137.851086 + Penalty 2106.059622 = -6163031.791464 nChanged 93 SP:Iteration 97Q (1265.886490 sec): 3 clusters Score: Raw -6165142.958756 + Penalty 2106.059622 = -6163036.899135 nChanged 114 SP:Iteration 98Q (1266.003173 sec): 3 clusters Score: Raw -6165149.626103 + Penalty 2106.059622 = -6163043.566481 nChanged 109 SP:Iteration 99Q (1266.133084 sec): 3 clusters Score: Raw -6165155.798559 + Penalty 2106.059622 = -6163049.738937 nChanged 116 SP:Iteration 100F (1266.258396 sec): 3 clusters Score: Raw -6165162.078069 + Penalty 2106.059622 = -6163056.018447 nChanged 121 SP:Iteration 101Q (1266.393000 sec): 3 clusters Score: Raw -6165168.415210 + Penalty 2106.059622 = -6163062.355588 nChanged 122 SP:Iteration 102Q (1266.509944 sec): 3 clusters Score: Raw -6165174.855806 + Penalty 2106.059622 = -6163068.796184 nChanged 126 SP:Iteration 103Q (1266.635965 sec): 3 clusters Score: Raw -6165182.056297 + Penalty 2106.059622 = -6163075.996675 nChanged 123 SP:Iteration 104Q (1266.754812 sec): 3 clusters Score: Raw -6165189.112676 + Penalty 2106.059622 = -6163083.053054 nChanged 107 SP:Iteration 105Q (1266.886977 sec): 3 clusters Score: Raw -6165195.072883 + Penalty 2106.059622 = -6163089.013262 nChanged 107 SP:Iteration 106Q (1267.007844 sec): 3 clusters Score: Raw -6165200.478916 + Penalty 2106.059622 = -6163094.419294 nChanged 114 SP:Iteration 107Q (1267.130204 sec): 3 clusters Score: Raw -6165206.325834 + Penalty 2106.059622 = -6163100.266212 nChanged 110 SP:Iteration 108Q (1267.251123 sec): 3 clusters Score: Raw -6165211.676735 + Penalty 2106.059622 = -6163105.617114 nChanged 107 SP:Iteration 109Q (1267.376772 sec): 3 clusters Score: Raw -6165217.024811 + Penalty 2106.059622 = -6163110.965189 nChanged 89 SP:Iteration 110Q (1267.513488 sec): 3 clusters Score: Raw -6165221.129126 + Penalty 2106.059622 = -6163115.069505 nChanged 80 SP:Iteration 111Q (1267.640649 sec): 3 clusters Score: Raw -6165224.917031 + Penalty 2106.059622 = -6163118.857409 nChanged 95 SP:Iteration 112Q (1267.769677 sec): 3 clusters Score: Raw -6165228.888345 + Penalty 2106.059622 = -6163122.828723 nChanged 74 SP:Iteration 113Q (1267.901613 sec): 3 clusters Score: Raw -6165232.016848 + Penalty 2106.059622 = -6163125.957226 nChanged 89 SP:Iteration 114Q (1268.026404 sec): 3 clusters Score: Raw -6165236.187552 + Penalty 2106.059622 = -6163130.127930 nChanged 99 SP:Iteration 115Q (1268.149075 sec): 3 clusters Score: Raw -6165241.300405 + Penalty 2106.059622 = -6163135.240784 nChanged 112 SP:Iteration 116Q (1268.274151 sec): 3 clusters Score: Raw -6165247.013613 + Penalty 2106.059622 = -6163140.953991 nChanged 104 SP:Iteration 117Q (1268.401204 sec): 3 clusters Score: Raw -6165251.803041 + Penalty 2106.059622 = -6163145.743420 nChanged 104 SP:Iteration 118Q (1268.534504 sec): 3 clusters Score: Raw -6165258.033243 + Penalty 2106.059622 = -6163151.973621 nChanged 132 SP:Iteration 119Q (1268.660268 sec): 3 clusters Score: Raw -6165266.007638 + Penalty 2106.059622 = -6163159.948016 nChanged 126 SP:Iteration 120F (1268.782512 sec): 3 clusters Score: Raw -6165273.991160 + Penalty 2106.059622 = -6163167.931538 nChanged 125 SP:Iteration 121Q (1268.898570 sec): 3 clusters Score: Raw -6165280.665126 + Penalty 2106.059622 = -6163174.605504 nChanged 113 SP:Iteration 122Q (1269.018068 sec): 3 clusters Score: Raw -6165286.095344 + Penalty 2106.059622 = -6163180.035722 nChanged 96 SP:Iteration 123Q (1269.131319 sec): 3 clusters Score: Raw -6165290.763143 + Penalty 2106.059622 = -6163184.703521 nChanged 96 SP:Iteration 124Q (1269.262150 sec): 3 clusters Score: Raw -6165295.545583 + Penalty 2106.059622 = -6163189.485961 nChanged 90 SP:Iteration 125Q (1269.385332 sec): 3 clusters Score: Raw -6165300.288022 + Penalty 2106.059622 = -6163194.228400 nChanged 101 SP:Iteration 126Q (1269.509996 sec): 3 clusters Score: Raw -6165305.574093 + Penalty 2106.059622 = -6163199.514471 nChanged 79 SP:Iteration 127Q (1269.629076 sec): 3 clusters Score: Raw -6165309.301885 + Penalty 2106.059622 = -6163203.242263 nChanged 70 SP:Iteration 128Q (1269.761943 sec): 3 clusters Score: Raw -6165312.132165 + Penalty 2106.059622 = -6163206.072543 nChanged 72 SP:Iteration 129Q (1269.883703 sec): 3 clusters Score: Raw -6165315.168923 + Penalty 2106.059622 = -6163209.109301 nChanged 77 SP:Iteration 130Q (1269.998593 sec): 3 clusters Score: Raw -6165318.500479 + Penalty 2106.059622 = -6163212.440857 nChanged 87 SP:Iteration 131Q (1270.133317 sec): 3 clusters Score: Raw -6165322.287972 + Penalty 2106.059622 = -6163216.228350 nChanged 77 SP:Iteration 132Q (1270.248269 sec): 3 clusters Score: Raw -6165325.480227 + Penalty 2106.059622 = -6163219.420605 nChanged 73 SP:Iteration 133Q (1270.364883 sec): 3 clusters Score: Raw -6165328.330235 + Penalty 2106.059622 = -6163222.270613 nChanged 69 SP:Iteration 134Q (1270.488313 sec): 3 clusters Score: Raw -6165331.129159 + Penalty 2106.059622 = -6163225.069537 nChanged 79 SP:Iteration 135Q (1270.605748 sec): 3 clusters Score: Raw -6165334.904729 + Penalty 2106.059622 = -6163228.845107 nChanged 81 SP:Iteration 136Q (1270.721579 sec): 3 clusters Score: Raw -6165338.221403 + Penalty 2106.059622 = -6163232.161781 nChanged 69 SP:Iteration 137Q (1270.848203 sec): 3 clusters Score: Raw -6165341.148928 + Penalty 2106.059622 = -6163235.089306 nChanged 78 SP:Iteration 138Q (1270.975276 sec): 3 clusters Score: Raw -6165344.687965 + Penalty 2106.059622 = -6163238.628344 nChanged 83 SP:Iteration 139Q (1271.100069 sec): 3 clusters Score: Raw -6165348.602578 + Penalty 2106.059622 = -6163242.542956 nChanged 88 SP:Iteration 140F (1271.231945 sec): 3 clusters Score: Raw -6165352.830641 + Penalty 2106.059622 = -6163246.771019 nChanged 87 SP:Iteration 141Q (1271.358073 sec): 3 clusters Score: Raw -6165357.235970 + Penalty 2106.059622 = -6163251.176348 nChanged 92 SP:Iteration 142Q (1271.476718 sec): 3 clusters Score: Raw -6165362.105669 + Penalty 2106.059622 = -6163256.046047 nChanged 103 SP:Iteration 143Q (1271.601447 sec): 3 clusters Score: Raw -6165367.909217 + Penalty 2106.059622 = -6163261.849595 nChanged 104 SP:Iteration 144Q (1271.726080 sec): 3 clusters Score: Raw -6165373.080285 + Penalty 2106.059622 = -6163267.020663 nChanged 79 SP:Iteration 145Q (1271.846798 sec): 3 clusters Score: Raw -6165376.413621 + Penalty 2106.059622 = -6163270.354000 nChanged 74 SP:Iteration 146Q (1271.975109 sec): 3 clusters Score: Raw -6165379.606962 + Penalty 2106.059622 = -6163273.547340 nChanged 79 SP:Iteration 147Q (1272.098495 sec): 3 clusters Score: Raw -6165382.795317 + Penalty 2106.059622 = -6163276.735695 nChanged 65 SP:Iteration 148Q (1272.220602 sec): 3 clusters Score: Raw -6165385.679737 + Penalty 2106.059622 = -6163279.620115 nChanged 67 SP:Iteration 149Q (1272.342408 sec): 3 clusters Score: Raw -6165389.024788 + Penalty 2106.059622 = -6163282.965166 nChanged 68 SP:Iteration 150Q (1272.466885 sec): 3 clusters Score: Raw -6165392.001845 + Penalty 2106.059622 = -6163285.942224 nChanged 65 SP:Iteration 151Q (1272.587178 sec): 3 clusters Score: Raw -6165394.798950 + Penalty 2106.059622 = -6163288.739328 nChanged 70 SP:Iteration 152Q (1272.723182 sec): 3 clusters Score: Raw -6165397.449404 + Penalty 2106.059622 = -6163291.389782 nChanged 54 SP:Iteration 153Q (1272.847377 sec): 3 clusters Score: Raw -6165399.406536 + Penalty 2106.059622 = -6163293.346914 nChanged 64 SP:Iteration 154Q (1272.969362 sec): 3 clusters Score: Raw -6165402.314404 + Penalty 2106.059622 = -6163296.254782 nChanged 66 SP:Iteration 155Q (1273.095213 sec): 3 clusters Score: Raw -6165405.373398 + Penalty 2106.059622 = -6163299.313776 nChanged 91 SP:Iteration 156Q (1273.214058 sec): 3 clusters Score: Raw -6165410.161684 + Penalty 2106.059622 = -6163304.102062 nChanged 86 SP:Iteration 157Q (1273.329944 sec): 3 clusters Score: Raw -6165414.397638 + Penalty 2106.059622 = -6163308.338016 nChanged 86 SP:Iteration 158Q (1273.456817 sec): 3 clusters Score: Raw -6165418.342698 + Penalty 2106.059622 = -6163312.283076 nChanged 81 SP:Iteration 159Q (1273.586246 sec): 3 clusters Score: Raw -6165422.472418 + Penalty 2106.059622 = -6163316.412796 nChanged 87 SP:Iteration 160F (1273.711111 sec): 3 clusters Score: Raw -6165426.751322 + Penalty 2106.059622 = -6163320.691700 nChanged 98 SP:Iteration 161Q (1273.826706 sec): 3 clusters Score: Raw -6165431.690343 + Penalty 2106.059622 = -6163325.630722 nChanged 96 SP:Iteration 162Q (1273.949118 sec): 3 clusters Score: Raw -6165437.018639 + Penalty 2106.059622 = -6163330.959017 nChanged 102 SP:Iteration 163Q (1274.072602 sec): 3 clusters Score: Raw -6165443.238064 + Penalty 2106.059622 = -6163337.178442 nChanged 89 SP:Iteration 164Q (1274.189160 sec): 3 clusters Score: Raw -6165448.514612 + Penalty 2106.059622 = -6163342.454990 nChanged 76 SP:Iteration 165Q (1274.316193 sec): 3 clusters Score: Raw -6165452.984481 + Penalty 2106.059622 = -6163346.924859 nChanged 70 SP:Iteration 166Q (1274.439707 sec): 3 clusters Score: Raw -6165456.912465 + Penalty 2106.059622 = -6163350.852844 nChanged 80 SP:Iteration 167Q (1274.561050 sec): 3 clusters Score: Raw -6165461.227868 + Penalty 2106.059622 = -6163355.168246 nChanged 77 SP:Iteration 168Q (1274.684501 sec): 3 clusters Score: Raw -6165465.423725 + Penalty 2106.059622 = -6163359.364103 nChanged 81 SP:Iteration 169Q (1274.808150 sec): 3 clusters Score: Raw -6165470.112672 + Penalty 2106.059622 = -6163364.053050 nChanged 72 SP:Iteration 170Q (1274.930176 sec): 3 clusters Score: Raw -6165473.751584 + Penalty 2106.059622 = -6163367.691962 nChanged 70 SP:Iteration 171Q (1275.051725 sec): 3 clusters Score: Raw -6165477.140072 + Penalty 2106.059622 = -6163371.080450 nChanged 70 SP:Iteration 172Q (1275.177265 sec): 3 clusters Score: Raw -6165481.281579 + Penalty 2106.059622 = -6163375.221957 nChanged 68 SP:Iteration 173Q (1275.282743 sec): 3 clusters Score: Raw -6165484.860514 + Penalty 2106.059622 = -6163378.800892 nChanged 67 SP:Iteration 174Q (1275.414825 sec): 3 clusters Score: Raw -6165488.157929 + Penalty 2106.059622 = -6163382.098307 nChanged 68 SP:Iteration 175Q (1275.533223 sec): 3 clusters Score: Raw -6165491.672333 + Penalty 2106.059622 = -6163385.612711 nChanged 69 SP:Iteration 176Q (1275.655810 sec): 3 clusters Score: Raw -6165495.591818 + Penalty 2106.059622 = -6163389.532196 nChanged 81 SP:Iteration 177Q (1275.763712 sec): 3 clusters Score: Raw -6165500.420413 + Penalty 2106.059622 = -6163394.360791 nChanged 72 SP:Iteration 178Q (1275.893111 sec): 3 clusters Score: Raw -6165504.185625 + Penalty 2106.059622 = -6163398.126003 nChanged 72 SP:Iteration 179Q (1276.017222 sec): 3 clusters Score: Raw -6165508.165613 + Penalty 2106.059622 = -6163402.105991 nChanged 80 SP:Iteration 180F (1276.139357 sec): 3 clusters Score: Raw -6165512.849478 + Penalty 2106.059622 = -6163406.789856 nChanged 81 SP:Iteration 181Q (1276.254455 sec): 3 clusters Score: Raw -6165517.465557 + Penalty 2106.059622 = -6163411.405935 nChanged 76 SP:Iteration 182Q (1276.376375 sec): 3 clusters Score: Raw -6165522.037381 + Penalty 2106.059622 = -6163415.977759 nChanged 87 SP:Iteration 183Q (1276.506302 sec): 3 clusters Score: Raw -6165527.301872 + Penalty 2106.059622 = -6163421.242250 nChanged 75 SP:Iteration 184Q (1276.628681 sec): 3 clusters Score: Raw -6165531.568862 + Penalty 2106.059622 = -6163425.509240 nChanged 80 SP:Iteration 185Q (1276.754097 sec): 3 clusters Score: Raw -6165535.545479 + Penalty 2106.059622 = -6163429.485857 nChanged 69 SP:Iteration 186Q (1276.877672 sec): 3 clusters Score: Raw -6165539.193665 + Penalty 2106.059622 = -6163433.134043 nChanged 77 SP:Iteration 187Q (1276.999556 sec): 3 clusters Score: Raw -6165543.148398 + Penalty 2106.059622 = -6163437.088776 nChanged 79 SP:Iteration 188Q (1277.114331 sec): 3 clusters Score: Raw -6165547.696448 + Penalty 2106.059622 = -6163441.636826 nChanged 85 SP:Iteration 189Q (1277.232090 sec): 3 clusters Score: Raw -6165552.353631 + Penalty 2106.059622 = -6163446.294009 nChanged 95 SP:Iteration 190Q (1277.357760 sec): 3 clusters Score: Raw -6165558.550149 + Penalty 2106.059622 = -6163452.490527 nChanged 109 SP:Iteration 191Q (1277.464103 sec): 3 clusters Score: Raw -6165565.697889 + Penalty 2106.059622 = -6163459.638267 nChanged 97 SP:Iteration 192Q (1277.585871 sec): 3 clusters Score: Raw -6165571.556990 + Penalty 2106.059622 = -6163465.497368 nChanged 87 SP:Iteration 193Q (1277.704681 sec): 3 clusters Score: Raw -6165576.540610 + Penalty 2106.059622 = -6163470.480988 nChanged 84 SP:Iteration 194Q (1277.825009 sec): 3 clusters Score: Raw -6165581.571910 + Penalty 2106.059622 = -6163475.512288 nChanged 74 SP:Iteration 195Q (1277.942654 sec): 3 clusters Score: Raw -6165585.622775 + Penalty 2106.059622 = -6163479.563154 nChanged 75 SP:Iteration 196Q (1278.067003 sec): 3 clusters Score: Raw -6165589.762878 + Penalty 2106.059622 = -6163483.703256 nChanged 60 SP:Iteration 197Q (1278.204629 sec): 3 clusters Score: Raw -6165592.533972 + Penalty 2106.059622 = -6163486.474350 nChanged 53 SP:Iteration 198Q (1278.331661 sec): 3 clusters Score: Raw -6165595.010173 + Penalty 2106.059622 = -6163488.950551 nChanged 49 SP:Iteration 199Q (1278.454009 sec): 3 clusters Score: Raw -6165597.108015 + Penalty 2106.059622 = -6163491.048393 nChanged 45 SP:Iteration 200F (1278.572071 sec): 3 clusters Score: Raw -6165598.920897 + Penalty 2106.059622 = -6163492.861275 nChanged 52 SP:Iteration 201Q (1278.700165 sec): 3 clusters Score: Raw -6165601.257687 + Penalty 2106.059622 = -6163495.198065 nChanged 49 SP:Iteration 202Q (1278.824964 sec): 3 clusters Score: Raw -6165603.403871 + Penalty 2106.059622 = -6163497.344249 nChanged 42 SP:Iteration 203Q (1278.949039 sec): 3 clusters Score: Raw -6165605.311808 + Penalty 2106.059622 = -6163499.252186 nChanged 47 SP:Iteration 204Q (1279.075059 sec): 3 clusters Score: Raw -6165607.406156 + Penalty 2106.059622 = -6163501.346535 nChanged 46 SP:Iteration 205Q (1279.196722 sec): 3 clusters Score: Raw -6165609.183932 + Penalty 2106.059622 = -6163503.124311 nChanged 38 SP:Iteration 206Q (1279.319392 sec): 3 clusters Score: Raw -6165610.375547 + Penalty 2106.059622 = -6163504.315925 nChanged 34 SP:Iteration 207Q (1279.432017 sec): 3 clusters Score: Raw -6165611.414986 + Penalty 2106.059622 = -6163505.355364 nChanged 33 SP:Iteration 208Q (1279.549216 sec): 3 clusters Score: Raw -6165612.508310 + Penalty 2106.059622 = -6163506.448688 nChanged 36 SP:Iteration 209Q (1279.668509 sec): 3 clusters Score: Raw -6165613.804991 + Penalty 2106.059622 = -6163507.745369 nChanged 40 SP:Iteration 210Q (1279.794395 sec): 3 clusters Score: Raw -6165615.218663 + Penalty 2106.059622 = -6163509.159041 nChanged 36 SP:Iteration 211Q (1279.912357 sec): 3 clusters Score: Raw -6165616.709781 + Penalty 2106.059622 = -6163510.650159 nChanged 46 SP:Iteration 212Q (1280.029984 sec): 3 clusters Score: Raw -6165618.825296 + Penalty 2106.059622 = -6163512.765674 nChanged 41 SP:Iteration 213Q (1280.153116 sec): 3 clusters Score: Raw -6165620.614510 + Penalty 2106.059622 = -6163514.554888 nChanged 38 SP:Iteration 214Q (1280.274802 sec): 3 clusters Score: Raw -6165622.299890 + Penalty 2106.059622 = -6163516.240269 nChanged 46 SP:Iteration 215Q (1280.391890 sec): 3 clusters Score: Raw -6165624.436645 + Penalty 2106.059622 = -6163518.377023 nChanged 43 SP:Iteration 216Q (1280.516536 sec): 3 clusters Score: Raw -6165626.255450 + Penalty 2106.059622 = -6163520.195828 nChanged 45 SP:Iteration 217Q (1280.637845 sec): 3 clusters Score: Raw -6165628.373732 + Penalty 2106.059622 = -6163522.314110 nChanged 47 SP:Iteration 218Q (1280.752645 sec): 3 clusters Score: Raw -6165630.514501 + Penalty 2106.059622 = -6163524.454879 nChanged 40 SP:Iteration 219Q (1280.885940 sec): 3 clusters Score: Raw -6165631.972888 + Penalty 2106.059622 = -6163525.913266 nChanged 45 SP:Iteration 220F (1281.018739 sec): 3 clusters Score: Raw -6165633.759597 + Penalty 2106.059622 = -6163527.699975 nChanged 25 SP:Iteration 221Q (1281.137545 sec): 3 clusters Score: Raw -6165634.459393 + Penalty 2106.059622 = -6163528.399771 nChanged 21 SP:Iteration 222Q (1281.264865 sec): 3 clusters Score: Raw -6165634.950623 + Penalty 2106.059622 = -6163528.891001 nChanged 17 SP:Iteration 223Q (1281.383001 sec): 3 clusters Score: Raw -6165635.343212 + Penalty 2106.059622 = -6163529.283590 nChanged 9 SP:Iteration 224Q (1281.493570 sec): 3 clusters Score: Raw -6165635.560190 + Penalty 2106.059622 = -6163529.500568 nChanged 11 SP:Iteration 225Q (1281.617825 sec): 3 clusters Score: Raw -6165635.850494 + Penalty 2106.059622 = -6163529.790872 nChanged 15 SP:Iteration 226Q (1281.738673 sec): 3 clusters Score: Raw -6165636.225973 + Penalty 2106.059622 = -6163530.166351 nChanged 9 SP:Iteration 227Q (1281.853610 sec): 3 clusters Score: Raw -6165636.375717 + Penalty 2106.059622 = -6163530.316095 nChanged 4 SP:Iteration 228Q (1281.979029 sec): 3 clusters Score: Raw -6165636.450469 + Penalty 2106.059622 = -6163530.390847 nChanged 8 SP:Iteration 229Q (1282.101434 sec): 3 clusters Score: Raw -6165636.591743 + Penalty 2106.059622 = -6163530.532121 nChanged 7 SP:Iteration 230Q (1282.215217 sec): 3 clusters Score: Raw -6165636.751321 + Penalty 2106.059622 = -6163530.691699 nChanged 8 SP:Iteration 231Q (1282.342446 sec): 3 clusters Score: Raw -6165636.903217 + Penalty 2106.059622 = -6163530.843595 nChanged 8 SP:Iteration 232Q (1282.466117 sec): 3 clusters Score: Raw -6165637.136613 + Penalty 2106.059622 = -6163531.076991 nChanged 4 SP:Iteration 233Q (1282.589395 sec): 3 clusters Score: Raw -6165637.226653 + Penalty 2106.059622 = -6163531.167031 nChanged 5 SP:Iteration 234Q (1282.703023 sec): 3 clusters Score: Raw -6165637.334121 + Penalty 2106.059622 = -6163531.274499 nChanged 1 SP:Iteration 235Q (1282.822256 sec): 3 clusters Score: Raw -6165637.346327 + Penalty 2106.059622 = -6163531.286705 nChanged 0 SP:Iteration 236F (1282.947812 sec): 3 clusters Score: Raw -6165637.346327 + Penalty 2106.059622 = -6163531.286705 nChanged 0 Trying to split cluster 11 (293 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1282.975022 sec): 2 clusters Score: Raw -23194.806590 + Penalty 539.616398 = -22655.190192 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1283.015767 sec): 3 clusters Score: Raw -23207.027972 + Penalty 1079.232796 = -22127.795177 nChanged 70 SP:Iteration 1F (1283.061673 sec): 3 clusters Score: Raw -23304.840989 + Penalty 1079.232796 = -22225.608193 nChanged 13 SP:Iteration 2Q (1283.092271 sec): 3 clusters Score: Raw -23346.334286 + Penalty 1079.232796 = -22267.101490 nChanged 12 SP:Iteration 3Q (1283.129491 sec): 3 clusters Score: Raw -23368.250537 + Penalty 1079.232796 = -22289.017742 nChanged 3 SP:Iteration 4Q (1283.175529 sec): 3 clusters Score: Raw -23376.309383 + Penalty 1079.232796 = -22297.076587 nChanged 3 SP:Iteration 5Q (1283.223572 sec): 3 clusters Score: Raw -23385.217388 + Penalty 1079.232796 = -22305.984592 nChanged 2 SP:Iteration 6Q (1283.273163 sec): 3 clusters Score: Raw -23390.179481 + Penalty 1079.232796 = -22310.946685 nChanged 2 SP:Iteration 7Q (1283.310193 sec): 3 clusters Score: Raw -23394.641496 + Penalty 1079.232796 = -22315.408700 nChanged 2 SP:Iteration 8Q (1283.366843 sec): 3 clusters Score: Raw -23398.450992 + Penalty 1079.232796 = -22319.218197 nChanged 3 SP:Iteration 9Q (1283.417230 sec): 3 clusters Score: Raw -23404.108885 + Penalty 1079.232796 = -22324.876090 nChanged 1 SP:Iteration 10Q (1283.468331 sec): 3 clusters Score: Raw -23404.574912 + Penalty 1079.232796 = -22325.342116 nChanged 2 SP:Iteration 11Q (1283.506402 sec): 3 clusters Score: Raw -23410.850794 + Penalty 1079.232796 = -22331.617998 nChanged 4 SP:Iteration 12Q (1283.557168 sec): 3 clusters Score: Raw -23418.963553 + Penalty 1079.232796 = -22339.730757 nChanged 1 SP:Iteration 13Q (1283.607795 sec): 3 clusters Score: Raw -23419.885208 + Penalty 1079.232796 = -22340.652413 nChanged 1 SP:Iteration 14Q (1283.658371 sec): 3 clusters Score: Raw -23420.300417 + Penalty 1079.232796 = -22341.067622 nChanged 0 SP:Iteration 15F (1283.700084 sec): 3 clusters Score: Raw -23420.300417 + Penalty 1079.232796 = -22341.067622 nChanged 0 Trying to split cluster 12 (21800 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1283.755131 sec): 2 clusters Score: Raw -1927939.588508 + Penalty 949.018199 = -1926990.570310 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1283.831365 sec): 3 clusters Score: Raw -1914243.783371 + Penalty 1898.036397 = -1912345.746974 nChanged 10106 SP:Iteration 1F (1283.906123 sec): 3 clusters Score: Raw -1919934.105259 + Penalty 1898.036397 = -1918036.068862 nChanged 1227 SP:Iteration 2F (1283.976544 sec): 3 clusters Score: Raw -1920435.049170 + Penalty 1898.036397 = -1918537.012772 nChanged 1274 SP:Iteration 3F (1284.051647 sec): 3 clusters Score: Raw -1921043.770999 + Penalty 1898.036397 = -1919145.734602 nChanged 1369 SP:Iteration 4F (1284.124194 sec): 3 clusters Score: Raw -1921788.507524 + Penalty 1898.036397 = -1919890.471126 nChanged 1447 SP:Iteration 5F (1284.194606 sec): 3 clusters Score: Raw -1922698.375492 + Penalty 1898.036397 = -1920800.339094 nChanged 1451 SP:Iteration 6F (1284.278503 sec): 3 clusters Score: Raw -1923793.353767 + Penalty 1898.036397 = -1921895.317370 nChanged 1457 SP:Iteration 7F (1284.352289 sec): 3 clusters Score: Raw -1925098.096484 + Penalty 1898.036397 = -1923200.060086 nChanged 1283 SP:Iteration 8F (1284.416484 sec): 3 clusters Score: Raw -1926308.388530 + Penalty 1898.036397 = -1924410.352133 nChanged 853 SP:Iteration 9Q (1284.490902 sec): 3 clusters Score: Raw -1927141.464248 + Penalty 1898.036397 = -1925243.427851 nChanged 508 SP:Iteration 10Q (1284.556610 sec): 3 clusters Score: Raw -1927629.025436 + Penalty 1898.036397 = -1925730.989039 nChanged 287 SP:Iteration 11Q (1284.617949 sec): 3 clusters Score: Raw -1927894.279830 + Penalty 1898.036397 = -1925996.243433 nChanged 166 SP:Iteration 12Q (1284.691267 sec): 3 clusters Score: Raw -1928056.383747 + Penalty 1898.036397 = -1926158.347350 nChanged 82 SP:Iteration 13Q (1284.749594 sec): 3 clusters Score: Raw -1928129.999431 + Penalty 1898.036397 = -1926231.963034 nChanged 59 SP:Iteration 14Q (1284.819987 sec): 3 clusters Score: Raw -1928185.888934 + Penalty 1898.036397 = -1926287.852537 nChanged 44 SP:Iteration 15Q (1284.896168 sec): 3 clusters Score: Raw -1928223.974082 + Penalty 1898.036397 = -1926325.937684 nChanged 29 SP:Iteration 16Q (1284.966417 sec): 3 clusters Score: Raw -1928256.471056 + Penalty 1898.036397 = -1926358.434658 nChanged 25 SP:Iteration 17Q (1285.033568 sec): 3 clusters Score: Raw -1928286.923651 + Penalty 1898.036397 = -1926388.887254 nChanged 20 SP:Iteration 18Q (1285.098423 sec): 3 clusters Score: Raw -1928306.179958 + Penalty 1898.036397 = -1926408.143561 nChanged 13 SP:Iteration 19Q (1285.158924 sec): 3 clusters Score: Raw -1928317.384147 + Penalty 1898.036397 = -1926419.347749 nChanged 16 SP:Iteration 20F (1285.220002 sec): 3 clusters Score: Raw -1928330.482607 + Penalty 1898.036397 = -1926432.446209 nChanged 14 SP:Iteration 21Q (1285.297048 sec): 3 clusters Score: Raw -1928342.709403 + Penalty 1898.036397 = -1926444.673006 nChanged 11 SP:Iteration 22Q (1285.360451 sec): 3 clusters Score: Raw -1928359.109312 + Penalty 1898.036397 = -1926461.072915 nChanged 9 SP:Iteration 23Q (1285.431005 sec): 3 clusters Score: Raw -1928365.690631 + Penalty 1898.036397 = -1926467.654233 nChanged 5 SP:Iteration 24Q (1285.494977 sec): 3 clusters Score: Raw -1928369.594342 + Penalty 1898.036397 = -1926471.557945 nChanged 3 SP:Iteration 25Q (1285.564280 sec): 3 clusters Score: Raw -1928371.090746 + Penalty 1898.036397 = -1926473.054349 nChanged 2 SP:Iteration 26Q (1285.630388 sec): 3 clusters Score: Raw -1928373.082644 + Penalty 1898.036397 = -1926475.046247 nChanged 1 SP:Iteration 27Q (1285.700217 sec): 3 clusters Score: Raw -1928374.889452 + Penalty 1898.036397 = -1926476.853055 nChanged 2 SP:Iteration 28Q (1285.766673 sec): 3 clusters Score: Raw -1928375.694425 + Penalty 1898.036397 = -1926477.658028 nChanged 1 SP:Iteration 29Q (1285.834853 sec): 3 clusters Score: Raw -1928376.393764 + Penalty 1898.036397 = -1926478.357367 nChanged 2 SP:Iteration 30Q (1285.896146 sec): 3 clusters Score: Raw -1928377.328055 + Penalty 1898.036397 = -1926479.291658 nChanged 1 SP:Iteration 31Q (1285.970865 sec): 3 clusters Score: Raw -1928377.875343 + Penalty 1898.036397 = -1926479.838946 nChanged 1 SP:Iteration 32Q (1286.027953 sec): 3 clusters Score: Raw -1928378.641514 + Penalty 1898.036397 = -1926480.605116 nChanged 0 SP:Iteration 33F (1286.107106 sec): 3 clusters Score: Raw -1928378.641514 + Penalty 1898.036397 = -1926480.605116 nChanged 0 Trying to split cluster 13 (29230 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1286.164979 sec): 2 clusters Score: Raw -2756601.533883 + Penalty 976.880332 = -2755624.653551 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1286.248119 sec): 3 clusters Score: Raw -2737977.131067 + Penalty 1953.760663 = -2736023.370404 nChanged 13728 SP:Iteration 1F (1286.322921 sec): 3 clusters Score: Raw -2745882.932258 + Penalty 1953.760663 = -2743929.171595 nChanged 1289 SP:Iteration 2Q (1286.403304 sec): 3 clusters Score: Raw -2746357.767059 + Penalty 1953.760663 = -2744404.006396 nChanged 1419 SP:Iteration 3Q (1286.495787 sec): 3 clusters Score: Raw -2747054.495480 + Penalty 1953.760663 = -2745100.734817 nChanged 1566 SP:Iteration 4F (1286.569930 sec): 3 clusters Score: Raw -2748105.911065 + Penalty 1953.760663 = -2746152.150402 nChanged 1862 SP:Iteration 5F (1286.662827 sec): 3 clusters Score: Raw -2749706.337420 + Penalty 1953.760663 = -2747752.576757 nChanged 1990 SP:Iteration 6F (1286.742202 sec): 3 clusters Score: Raw -2751540.914849 + Penalty 1953.760663 = -2749587.154186 nChanged 1804 SP:Iteration 7F (1286.825562 sec): 3 clusters Score: Raw -2752947.532256 + Penalty 1953.760663 = -2750993.771593 nChanged 1350 SP:Iteration 8Q (1286.914394 sec): 3 clusters Score: Raw -2753673.380760 + Penalty 1953.760663 = -2751719.620097 nChanged 971 SP:Iteration 9Q (1287.000791 sec): 3 clusters Score: Raw -2754093.587100 + Penalty 1953.760663 = -2752139.826437 nChanged 741 SP:Iteration 10Q (1287.086937 sec): 3 clusters Score: Raw -2754395.728780 + Penalty 1953.760663 = -2752441.968117 nChanged 639 SP:Iteration 11Q (1287.172307 sec): 3 clusters Score: Raw -2754689.133509 + Penalty 1953.760663 = -2752735.372846 nChanged 644 SP:Iteration 12Q (1287.256663 sec): 3 clusters Score: Raw -2755013.686628 + Penalty 1953.760663 = -2753059.925965 nChanged 598 SP:Iteration 13Q (1287.338626 sec): 3 clusters Score: Raw -2755345.399137 + Penalty 1953.760663 = -2753391.638474 nChanged 616 SP:Iteration 14Q (1287.409682 sec): 3 clusters Score: Raw -2755728.850356 + Penalty 1953.760663 = -2753775.089693 nChanged 543 SP:Iteration 15Q (1287.482864 sec): 3 clusters Score: Raw -2756045.523342 + Penalty 1953.760663 = -2754091.762679 nChanged 489 SP:Iteration 16Q (1287.563628 sec): 3 clusters Score: Raw -2756304.015206 + Penalty 1953.760663 = -2754350.254543 nChanged 374 SP:Iteration 17Q (1287.649184 sec): 3 clusters Score: Raw -2756482.020267 + Penalty 1953.760663 = -2754528.259604 nChanged 316 SP:Iteration 18Q (1287.729874 sec): 3 clusters Score: Raw -2756633.010075 + Penalty 1953.760663 = -2754679.249412 nChanged 284 SP:Iteration 19Q (1287.808088 sec): 3 clusters Score: Raw -2756774.219224 + Penalty 1953.760663 = -2754820.458561 nChanged 255 SP:Iteration 20F (1287.876900 sec): 3 clusters Score: Raw -2756890.245220 + Penalty 1953.760663 = -2754936.484557 nChanged 218 SP:Iteration 21Q (1287.961816 sec): 3 clusters Score: Raw -2756992.961219 + Penalty 1953.760663 = -2755039.200556 nChanged 197 SP:Iteration 22Q (1288.040567 sec): 3 clusters Score: Raw -2757083.405755 + Penalty 1953.760663 = -2755129.645092 nChanged 176 SP:Iteration 23Q (1288.123389 sec): 3 clusters Score: Raw -2757157.560169 + Penalty 1953.760663 = -2755203.799506 nChanged 161 SP:Iteration 24Q (1288.205515 sec): 3 clusters Score: Raw -2757222.481667 + Penalty 1953.760663 = -2755268.721004 nChanged 137 SP:Iteration 25Q (1288.282469 sec): 3 clusters Score: Raw -2757279.918937 + Penalty 1953.760663 = -2755326.158274 nChanged 121 SP:Iteration 26Q (1288.356562 sec): 3 clusters Score: Raw -2757329.272812 + Penalty 1953.760663 = -2755375.512149 nChanged 112 SP:Iteration 27Q (1288.434932 sec): 3 clusters Score: Raw -2757379.845719 + Penalty 1953.760663 = -2755426.085056 nChanged 103 SP:Iteration 28Q (1288.515930 sec): 3 clusters Score: Raw -2757427.088901 + Penalty 1953.760663 = -2755473.328238 nChanged 101 SP:Iteration 29Q (1288.595623 sec): 3 clusters Score: Raw -2757470.530655 + Penalty 1953.760663 = -2755516.769992 nChanged 73 SP:Iteration 30Q (1288.673830 sec): 3 clusters Score: Raw -2757496.397974 + Penalty 1953.760663 = -2755542.637311 nChanged 63 SP:Iteration 31Q (1288.749222 sec): 3 clusters Score: Raw -2757517.873497 + Penalty 1953.760663 = -2755564.112834 nChanged 48 SP:Iteration 32Q (1288.817266 sec): 3 clusters Score: Raw -2757534.630016 + Penalty 1953.760663 = -2755580.869353 nChanged 47 SP:Iteration 33Q (1288.891961 sec): 3 clusters Score: Raw -2757551.399704 + Penalty 1953.760663 = -2755597.639041 nChanged 49 SP:Iteration 34Q (1288.969534 sec): 3 clusters Score: Raw -2757565.012604 + Penalty 1953.760663 = -2755611.251941 nChanged 46 SP:Iteration 35Q (1289.052962 sec): 3 clusters Score: Raw -2757577.952328 + Penalty 1953.760663 = -2755624.191665 nChanged 35 SP:Iteration 36Q (1289.127155 sec): 3 clusters Score: Raw -2757588.671722 + Penalty 1953.760663 = -2755634.911059 nChanged 32 SP:Iteration 37Q (1289.204576 sec): 3 clusters Score: Raw -2757598.304666 + Penalty 1953.760663 = -2755644.544003 nChanged 33 SP:Iteration 38Q (1289.282976 sec): 3 clusters Score: Raw -2757609.339349 + Penalty 1953.760663 = -2755655.578686 nChanged 40 SP:Iteration 39Q (1289.342070 sec): 3 clusters Score: Raw -2757621.505948 + Penalty 1953.760663 = -2755667.745285 nChanged 27 SP:Iteration 40F (1289.425272 sec): 3 clusters Score: Raw -2757628.326543 + Penalty 1953.760663 = -2755674.565880 nChanged 13 SP:Iteration 41Q (1289.504538 sec): 3 clusters Score: Raw -2757631.403277 + Penalty 1953.760663 = -2755677.642614 nChanged 12 SP:Iteration 42Q (1289.588963 sec): 3 clusters Score: Raw -2757634.544089 + Penalty 1953.760663 = -2755680.783426 nChanged 9 SP:Iteration 43Q (1289.660930 sec): 3 clusters Score: Raw -2757636.788428 + Penalty 1953.760663 = -2755683.027765 nChanged 10 SP:Iteration 44Q (1289.734592 sec): 3 clusters Score: Raw -2757638.286380 + Penalty 1953.760663 = -2755684.525717 nChanged 7 SP:Iteration 45Q (1289.811202 sec): 3 clusters Score: Raw -2757639.255372 + Penalty 1953.760663 = -2755685.494709 nChanged 5 SP:Iteration 46Q (1289.890787 sec): 3 clusters Score: Raw -2757640.530595 + Penalty 1953.760663 = -2755686.769932 nChanged 7 SP:Iteration 47Q (1289.968580 sec): 3 clusters Score: Raw -2757642.223317 + Penalty 1953.760663 = -2755688.462654 nChanged 11 SP:Iteration 48Q (1290.044563 sec): 3 clusters Score: Raw -2757645.788202 + Penalty 1953.760663 = -2755692.027539 nChanged 13 SP:Iteration 49Q (1290.109270 sec): 3 clusters Score: Raw -2757649.617759 + Penalty 1953.760663 = -2755695.857096 nChanged 20 SP:Iteration 50Q (1290.183306 sec): 3 clusters Score: Raw -2757654.134487 + Penalty 1953.760663 = -2755700.373824 nChanged 15 SP:Iteration 51Q (1290.265596 sec): 3 clusters Score: Raw -2757657.474263 + Penalty 1953.760663 = -2755703.713600 nChanged 15 SP:Iteration 52Q (1290.340003 sec): 3 clusters Score: Raw -2757661.439500 + Penalty 1953.760663 = -2755707.678837 nChanged 15 SP:Iteration 53Q (1290.409009 sec): 3 clusters Score: Raw -2757663.810918 + Penalty 1953.760663 = -2755710.050255 nChanged 5 SP:Iteration 54Q (1290.490548 sec): 3 clusters Score: Raw -2757664.480866 + Penalty 1953.760663 = -2755710.720203 nChanged 6 SP:Iteration 55Q (1290.571045 sec): 3 clusters Score: Raw -2757666.141466 + Penalty 1953.760663 = -2755712.380803 nChanged 7 SP:Iteration 56Q (1290.637625 sec): 3 clusters Score: Raw -2757668.085409 + Penalty 1953.760663 = -2755714.324746 nChanged 8 SP:Iteration 57Q (1290.728315 sec): 3 clusters Score: Raw -2757670.055766 + Penalty 1953.760663 = -2755716.295103 nChanged 8 SP:Iteration 58Q (1290.797093 sec): 3 clusters Score: Raw -2757671.508239 + Penalty 1953.760663 = -2755717.747576 nChanged 2 SP:Iteration 59Q (1290.863986 sec): 3 clusters Score: Raw -2757671.762434 + Penalty 1953.760663 = -2755718.001771 nChanged 0 SP:Iteration 60F (1290.951563 sec): 3 clusters Score: Raw -2757671.762434 + Penalty 1953.760663 = -2755718.001771 nChanged 0 Score: Raw -89550186.675604 + Penalty 49805.239891 = -89500381.435713 Splitting cluster 13 changes total score from -89500470.906368 to -89500381.435713 So it's not getting split. Trying to split cluster 14 (5598 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1308.429086 sec): 2 clusters Score: Raw -501967.549864 + Penalty 819.865644 = -501147.684220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1308.480497 sec): 3 clusters Score: Raw -498870.785958 + Penalty 1639.731287 = -497231.054670 nChanged 2352 SP:Iteration 1F (1308.526927 sec): 3 clusters Score: Raw -500204.362868 + Penalty 1639.731287 = -498564.631581 nChanged 366 SP:Iteration 2F (1308.592019 sec): 3 clusters Score: Raw -500409.929026 + Penalty 1639.731287 = -498770.197739 nChanged 320 SP:Iteration 3F (1308.635215 sec): 3 clusters Score: Raw -500598.402528 + Penalty 1639.731287 = -498958.671241 nChanged 306 SP:Iteration 4F (1308.694938 sec): 3 clusters Score: Raw -500796.266659 + Penalty 1639.731287 = -499156.535372 nChanged 290 SP:Iteration 5F (1308.745960 sec): 3 clusters Score: Raw -500976.531714 + Penalty 1639.731287 = -499336.800426 nChanged 273 SP:Iteration 6Q (1308.789250 sec): 3 clusters Score: Raw -501149.168394 + Penalty 1639.731287 = -499509.437107 nChanged 266 SP:Iteration 7Q (1308.843087 sec): 3 clusters Score: Raw -501326.560277 + Penalty 1639.731287 = -499686.828990 nChanged 244 SP:Iteration 8Q (1308.892741 sec): 3 clusters Score: Raw -501460.692723 + Penalty 1639.731287 = -499820.961436 nChanged 187 SP:Iteration 9Q (1308.939937 sec): 3 clusters Score: Raw -501539.024737 + Penalty 1639.731287 = -499899.293450 nChanged 143 SP:Iteration 10Q (1308.991519 sec): 3 clusters Score: Raw -501595.002609 + Penalty 1639.731287 = -499955.271322 nChanged 125 SP:Iteration 11Q (1309.048961 sec): 3 clusters Score: Raw -501644.422057 + Penalty 1639.731287 = -500004.690769 nChanged 109 SP:Iteration 12Q (1309.102814 sec): 3 clusters Score: Raw -501676.638640 + Penalty 1639.731287 = -500036.907353 nChanged 85 SP:Iteration 13Q (1309.146113 sec): 3 clusters Score: Raw -501706.323110 + Penalty 1639.731287 = -500066.591823 nChanged 90 SP:Iteration 14Q (1309.200287 sec): 3 clusters Score: Raw -501737.747766 + Penalty 1639.731287 = -500098.016479 nChanged 81 SP:Iteration 15Q (1309.245287 sec): 3 clusters Score: Raw -501763.926490 + Penalty 1639.731287 = -500124.195203 nChanged 77 SP:Iteration 16Q (1309.300763 sec): 3 clusters Score: Raw -501790.616140 + Penalty 1639.731287 = -500150.884852 nChanged 93 SP:Iteration 17Q (1309.356246 sec): 3 clusters Score: Raw -501822.738403 + Penalty 1639.731287 = -500183.007116 nChanged 80 SP:Iteration 18Q (1309.408769 sec): 3 clusters Score: Raw -501847.563026 + Penalty 1639.731287 = -500207.831738 nChanged 80 SP:Iteration 19Q (1309.474738 sec): 3 clusters Score: Raw -501871.998506 + Penalty 1639.731287 = -500232.267219 nChanged 93 SP:Iteration 20F (1309.532425 sec): 3 clusters Score: Raw -501907.427032 + Penalty 1639.731287 = -500267.695744 nChanged 99 SP:Iteration 21Q (1309.582336 sec): 3 clusters Score: Raw -501952.087301 + Penalty 1639.731287 = -500312.356014 nChanged 104 SP:Iteration 22Q (1309.638259 sec): 3 clusters Score: Raw -502002.983565 + Penalty 1639.731287 = -500363.252277 nChanged 107 SP:Iteration 23Q (1309.685271 sec): 3 clusters Score: Raw -502061.733979 + Penalty 1639.731287 = -500422.002692 nChanged 94 SP:Iteration 24Q (1309.737788 sec): 3 clusters Score: Raw -502104.736073 + Penalty 1639.731287 = -500465.004786 nChanged 70 SP:Iteration 25Q (1309.793907 sec): 3 clusters Score: Raw -502134.722179 + Penalty 1639.731287 = -500494.990891 nChanged 65 SP:Iteration 26Q (1309.860177 sec): 3 clusters Score: Raw -502165.003200 + Penalty 1639.731287 = -500525.271913 nChanged 67 SP:Iteration 27Q (1309.917214 sec): 3 clusters Score: Raw -502198.211225 + Penalty 1639.731287 = -500558.479937 nChanged 59 SP:Iteration 28Q (1309.960280 sec): 3 clusters Score: Raw -502227.515259 + Penalty 1639.731287 = -500587.783972 nChanged 55 SP:Iteration 29Q (1310.024639 sec): 3 clusters Score: Raw -502255.582628 + Penalty 1639.731287 = -500615.851341 nChanged 52 SP:Iteration 30Q (1310.080644 sec): 3 clusters Score: Raw -502287.985434 + Penalty 1639.731287 = -500648.254147 nChanged 50 SP:Iteration 31Q (1310.135673 sec): 3 clusters Score: Raw -502317.419621 + Penalty 1639.731287 = -500677.688333 nChanged 46 SP:Iteration 32Q (1310.192873 sec): 3 clusters Score: Raw -502343.177951 + Penalty 1639.731287 = -500703.446664 nChanged 33 SP:Iteration 33Q (1310.247353 sec): 3 clusters Score: Raw -502363.353276 + Penalty 1639.731287 = -500723.621988 nChanged 26 SP:Iteration 34Q (1310.297246 sec): 3 clusters Score: Raw -502374.837528 + Penalty 1639.731287 = -500735.106241 nChanged 19 SP:Iteration 35Q (1310.346032 sec): 3 clusters Score: Raw -502381.879955 + Penalty 1639.731287 = -500742.148667 nChanged 17 SP:Iteration 36Q (1310.402413 sec): 3 clusters Score: Raw -502387.806644 + Penalty 1639.731287 = -500748.075357 nChanged 13 SP:Iteration 37Q (1310.455419 sec): 3 clusters Score: Raw -502391.488594 + Penalty 1639.731287 = -500751.757307 nChanged 10 SP:Iteration 38Q (1310.509614 sec): 3 clusters Score: Raw -502395.281583 + Penalty 1639.731287 = -500755.550296 nChanged 10 SP:Iteration 39Q (1310.564945 sec): 3 clusters Score: Raw -502397.751273 + Penalty 1639.731287 = -500758.019986 nChanged 7 SP:Iteration 40F (1310.619496 sec): 3 clusters Score: Raw -502399.073769 + Penalty 1639.731287 = -500759.342482 nChanged 6 SP:Iteration 41Q (1310.675336 sec): 3 clusters Score: Raw -502401.348156 + Penalty 1639.731287 = -500761.616869 nChanged 5 SP:Iteration 42Q (1310.727508 sec): 3 clusters Score: Raw -502402.859522 + Penalty 1639.731287 = -500763.128234 nChanged 2 SP:Iteration 43Q (1310.789218 sec): 3 clusters Score: Raw -502403.103563 + Penalty 1639.731287 = -500763.372275 nChanged 0 SP:Iteration 44F (1310.832822 sec): 3 clusters Score: Raw -502403.103563 + Penalty 1639.731287 = -500763.372275 nChanged 0 Trying to split cluster 15 (2805 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1310.871448 sec): 2 clusters Score: Raw -257173.594371 + Penalty 754.220088 = -256419.374284 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1310.916974 sec): 3 clusters Score: Raw -255693.098988 + Penalty 1508.440175 = -254184.658812 nChanged 1158 SP:Iteration 1F (1310.958319 sec): 3 clusters Score: Raw -256427.096153 + Penalty 1508.440175 = -254918.655978 nChanged 275 SP:Iteration 2F (1311.013251 sec): 3 clusters Score: Raw -256629.778443 + Penalty 1508.440175 = -255121.338268 nChanged 183 SP:Iteration 3F (1311.066839 sec): 3 clusters Score: Raw -256737.348696 + Penalty 1508.440175 = -255228.908520 nChanged 139 SP:Iteration 4Q (1311.112798 sec): 3 clusters Score: Raw -256815.320196 + Penalty 1508.440175 = -255306.880020 nChanged 113 SP:Iteration 5Q (1311.163199 sec): 3 clusters Score: Raw -256877.505220 + Penalty 1508.440175 = -255369.065045 nChanged 92 SP:Iteration 6Q (1311.223258 sec): 3 clusters Score: Raw -256929.268041 + Penalty 1508.440175 = -255420.827865 nChanged 85 SP:Iteration 7Q (1311.264287 sec): 3 clusters Score: Raw -256971.589053 + Penalty 1508.440175 = -255463.148878 nChanged 76 SP:Iteration 8Q (1311.323846 sec): 3 clusters Score: Raw -257015.574487 + Penalty 1508.440175 = -255507.134312 nChanged 66 SP:Iteration 9Q (1311.375816 sec): 3 clusters Score: Raw -257044.189750 + Penalty 1508.440175 = -255535.749575 nChanged 54 SP:Iteration 10Q (1311.419933 sec): 3 clusters Score: Raw -257075.618655 + Penalty 1508.440175 = -255567.178479 nChanged 49 SP:Iteration 11Q (1311.480266 sec): 3 clusters Score: Raw -257099.485704 + Penalty 1508.440175 = -255591.045528 nChanged 45 SP:Iteration 12Q (1311.535913 sec): 3 clusters Score: Raw -257129.906847 + Penalty 1508.440175 = -255621.466672 nChanged 37 SP:Iteration 13Q (1311.589066 sec): 3 clusters Score: Raw -257159.252835 + Penalty 1508.440175 = -255650.812660 nChanged 42 SP:Iteration 14Q (1311.639678 sec): 3 clusters Score: Raw -257188.538319 + Penalty 1508.440175 = -255680.098143 nChanged 37 SP:Iteration 15Q (1311.686547 sec): 3 clusters Score: Raw -257209.946622 + Penalty 1508.440175 = -255701.506447 nChanged 22 SP:Iteration 16Q (1311.737131 sec): 3 clusters Score: Raw -257219.115548 + Penalty 1508.440175 = -255710.675372 nChanged 13 SP:Iteration 17Q (1311.787902 sec): 3 clusters Score: Raw -257223.548644 + Penalty 1508.440175 = -255715.108469 nChanged 14 SP:Iteration 18Q (1311.834245 sec): 3 clusters Score: Raw -257228.330978 + Penalty 1508.440175 = -255719.890802 nChanged 8 SP:Iteration 19Q (1311.886213 sec): 3 clusters Score: Raw -257231.326841 + Penalty 1508.440175 = -255722.886666 nChanged 10 SP:Iteration 20F (1311.945288 sec): 3 clusters Score: Raw -257234.561398 + Penalty 1508.440175 = -255726.121223 nChanged 8 SP:Iteration 21Q (1311.988813 sec): 3 clusters Score: Raw -257236.660562 + Penalty 1508.440175 = -255728.220387 nChanged 6 SP:Iteration 22Q (1312.052047 sec): 3 clusters Score: Raw -257238.272625 + Penalty 1508.440175 = -255729.832449 nChanged 8 SP:Iteration 23Q (1312.102213 sec): 3 clusters Score: Raw -257241.091318 + Penalty 1508.440175 = -255732.651143 nChanged 6 SP:Iteration 24Q (1312.152333 sec): 3 clusters Score: Raw -257242.381594 + Penalty 1508.440175 = -255733.941419 nChanged 8 SP:Iteration 25Q (1312.205073 sec): 3 clusters Score: Raw -257245.215272 + Penalty 1508.440175 = -255736.775096 nChanged 11 SP:Iteration 26Q (1312.257877 sec): 3 clusters Score: Raw -257248.656375 + Penalty 1508.440175 = -255740.216200 nChanged 9 SP:Iteration 27Q (1312.302828 sec): 3 clusters Score: Raw -257250.037549 + Penalty 1508.440175 = -255741.597373 nChanged 3 SP:Iteration 28Q (1312.340802 sec): 3 clusters Score: Raw -257250.583363 + Penalty 1508.440175 = -255742.143187 nChanged 2 SP:Iteration 29Q (1312.398427 sec): 3 clusters Score: Raw -257251.140234 + Penalty 1508.440175 = -255742.700059 nChanged 1 SP:Iteration 30Q (1312.449065 sec): 3 clusters Score: Raw -257251.419449 + Penalty 1508.440175 = -255742.979274 nChanged 3 SP:Iteration 31Q (1312.493532 sec): 3 clusters Score: Raw -257253.327737 + Penalty 1508.440175 = -255744.887562 nChanged 6 SP:Iteration 32Q (1312.533064 sec): 3 clusters Score: Raw -257255.369598 + Penalty 1508.440175 = -255746.929422 nChanged 7 SP:Iteration 33Q (1312.589715 sec): 3 clusters Score: Raw -257257.183946 + Penalty 1508.440175 = -255748.743771 nChanged 5 SP:Iteration 34Q (1312.630768 sec): 3 clusters Score: Raw -257259.258625 + Penalty 1508.440175 = -255750.818449 nChanged 5 SP:Iteration 35Q (1312.678653 sec): 3 clusters Score: Raw -257261.118057 + Penalty 1508.440175 = -255752.677881 nChanged 4 SP:Iteration 36Q (1312.726677 sec): 3 clusters Score: Raw -257262.266552 + Penalty 1508.440175 = -255753.826376 nChanged 6 SP:Iteration 37Q (1312.771192 sec): 3 clusters Score: Raw -257264.966773 + Penalty 1508.440175 = -255756.526597 nChanged 4 SP:Iteration 38Q (1312.817298 sec): 3 clusters Score: Raw -257267.013384 + Penalty 1508.440175 = -255758.573208 nChanged 7 SP:Iteration 39Q (1312.856636 sec): 3 clusters Score: Raw -257269.913096 + Penalty 1508.440175 = -255761.472921 nChanged 9 SP:Iteration 40F (1312.903291 sec): 3 clusters Score: Raw -257272.937005 + Penalty 1508.440175 = -255764.496830 nChanged 7 SP:Iteration 41Q (1312.949573 sec): 3 clusters Score: Raw -257275.608396 + Penalty 1508.440175 = -255767.168220 nChanged 9 SP:Iteration 42Q (1312.993334 sec): 3 clusters Score: Raw -257278.695665 + Penalty 1508.440175 = -255770.255490 nChanged 10 SP:Iteration 43Q (1313.040107 sec): 3 clusters Score: Raw -257283.008126 + Penalty 1508.440175 = -255774.567951 nChanged 10 SP:Iteration 44Q (1313.086035 sec): 3 clusters Score: Raw -257286.368275 + Penalty 1508.440175 = -255777.928100 nChanged 7 SP:Iteration 45Q (1313.142732 sec): 3 clusters Score: Raw -257287.987166 + Penalty 1508.440175 = -255779.546991 nChanged 6 SP:Iteration 46Q (1313.187127 sec): 3 clusters Score: Raw -257289.545898 + Penalty 1508.440175 = -255781.105723 nChanged 5 SP:Iteration 47Q (1313.229816 sec): 3 clusters Score: Raw -257290.778467 + Penalty 1508.440175 = -255782.338291 nChanged 5 SP:Iteration 48Q (1313.268422 sec): 3 clusters Score: Raw -257292.902724 + Penalty 1508.440175 = -255784.462549 nChanged 9 SP:Iteration 49Q (1313.325349 sec): 3 clusters Score: Raw -257295.530197 + Penalty 1508.440175 = -255787.090021 nChanged 4 SP:Iteration 50Q (1313.378088 sec): 3 clusters Score: Raw -257296.419628 + Penalty 1508.440175 = -255787.979453 nChanged 5 SP:Iteration 51Q (1313.419340 sec): 3 clusters Score: Raw -257297.957994 + Penalty 1508.440175 = -255789.517818 nChanged 4 SP:Iteration 52Q (1313.471781 sec): 3 clusters Score: Raw -257298.872128 + Penalty 1508.440175 = -255790.431953 nChanged 7 SP:Iteration 53Q (1313.530846 sec): 3 clusters Score: Raw -257301.277995 + Penalty 1508.440175 = -255792.837819 nChanged 6 SP:Iteration 54Q (1313.574609 sec): 3 clusters Score: Raw -257302.937802 + Penalty 1508.440175 = -255794.497626 nChanged 4 SP:Iteration 55Q (1313.632061 sec): 3 clusters Score: Raw -257304.733835 + Penalty 1508.440175 = -255796.293659 nChanged 5 SP:Iteration 56Q (1313.671467 sec): 3 clusters Score: Raw -257305.924441 + Penalty 1508.440175 = -255797.484266 nChanged 3 SP:Iteration 57Q (1313.725871 sec): 3 clusters Score: Raw -257306.441233 + Penalty 1508.440175 = -255798.001058 nChanged 3 SP:Iteration 58Q (1313.772216 sec): 3 clusters Score: Raw -257307.288342 + Penalty 1508.440175 = -255798.848167 nChanged 2 SP:Iteration 59Q (1313.810472 sec): 3 clusters Score: Raw -257308.304587 + Penalty 1508.440175 = -255799.864411 nChanged 6 SP:Iteration 60F (1313.863593 sec): 3 clusters Score: Raw -257311.048840 + Penalty 1508.440175 = -255802.608664 nChanged 5 SP:Iteration 61Q (1313.906464 sec): 3 clusters Score: Raw -257314.141019 + Penalty 1508.440175 = -255805.700844 nChanged 10 SP:Iteration 62Q (1313.957937 sec): 3 clusters Score: Raw -257318.679486 + Penalty 1508.440175 = -255810.239310 nChanged 10 SP:Iteration 63Q (1314.002442 sec): 3 clusters Score: Raw -257321.667861 + Penalty 1508.440175 = -255813.227686 nChanged 11 SP:Iteration 64Q (1314.048576 sec): 3 clusters Score: Raw -257325.054034 + Penalty 1508.440175 = -255816.613859 nChanged 11 SP:Iteration 65Q (1314.084877 sec): 3 clusters Score: Raw -257329.046794 + Penalty 1508.440175 = -255820.606618 nChanged 5 SP:Iteration 66Q (1314.129376 sec): 3 clusters Score: Raw -257330.338939 + Penalty 1508.440175 = -255821.898763 nChanged 5 SP:Iteration 67Q (1314.180913 sec): 3 clusters Score: Raw -257332.002821 + Penalty 1508.440175 = -255823.562645 nChanged 6 SP:Iteration 68Q (1314.227015 sec): 3 clusters Score: Raw -257334.908484 + Penalty 1508.440175 = -255826.468308 nChanged 6 SP:Iteration 69Q (1314.273110 sec): 3 clusters Score: Raw -257337.898176 + Penalty 1508.440175 = -255829.458000 nChanged 7 SP:Iteration 70Q (1314.317911 sec): 3 clusters Score: Raw -257341.472435 + Penalty 1508.440175 = -255833.032259 nChanged 10 SP:Iteration 71Q (1314.362650 sec): 3 clusters Score: Raw -257344.769703 + Penalty 1508.440175 = -255836.329528 nChanged 7 SP:Iteration 72Q (1314.413925 sec): 3 clusters Score: Raw -257347.896525 + Penalty 1508.440175 = -255839.456350 nChanged 10 SP:Iteration 73Q (1314.457262 sec): 3 clusters Score: Raw -257354.406662 + Penalty 1508.440175 = -255845.966486 nChanged 16 SP:Iteration 74Q (1314.509048 sec): 3 clusters Score: Raw -257360.805585 + Penalty 1508.440175 = -255852.365410 nChanged 12 SP:Iteration 75Q (1314.558928 sec): 3 clusters Score: Raw -257366.450746 + Penalty 1508.440175 = -255858.010571 nChanged 8 SP:Iteration 76Q (1314.609335 sec): 3 clusters Score: Raw -257371.425046 + Penalty 1508.440175 = -255862.984871 nChanged 8 SP:Iteration 77Q (1314.664458 sec): 3 clusters Score: Raw -257375.651541 + Penalty 1508.440175 = -255867.211366 nChanged 9 SP:Iteration 78Q (1314.712503 sec): 3 clusters Score: Raw -257380.773811 + Penalty 1508.440175 = -255872.333636 nChanged 8 SP:Iteration 79Q (1314.765915 sec): 3 clusters Score: Raw -257384.986019 + Penalty 1508.440175 = -255876.545843 nChanged 7 SP:Iteration 80F (1314.810386 sec): 3 clusters Score: Raw -257387.539550 + Penalty 1508.440175 = -255879.099375 nChanged 4 SP:Iteration 81Q (1314.868076 sec): 3 clusters Score: Raw -257388.770671 + Penalty 1508.440175 = -255880.330495 nChanged 6 SP:Iteration 82Q (1314.915221 sec): 3 clusters Score: Raw -257390.907043 + Penalty 1508.440175 = -255882.466868 nChanged 7 SP:Iteration 83Q (1314.965437 sec): 3 clusters Score: Raw -257395.610481 + Penalty 1508.440175 = -255887.170305 nChanged 11 SP:Iteration 84Q (1315.011609 sec): 3 clusters Score: Raw -257400.978361 + Penalty 1508.440175 = -255892.538185 nChanged 5 SP:Iteration 85Q (1315.057986 sec): 3 clusters Score: Raw -257403.553758 + Penalty 1508.440175 = -255895.113583 nChanged 4 SP:Iteration 86Q (1315.111215 sec): 3 clusters Score: Raw -257405.401376 + Penalty 1508.440175 = -255896.961201 nChanged 4 SP:Iteration 87Q (1315.155673 sec): 3 clusters Score: Raw -257407.768222 + Penalty 1508.440175 = -255899.328047 nChanged 2 SP:Iteration 88Q (1315.198293 sec): 3 clusters Score: Raw -257408.916742 + Penalty 1508.440175 = -255900.476566 nChanged 3 SP:Iteration 89Q (1315.235479 sec): 3 clusters Score: Raw -257411.420130 + Penalty 1508.440175 = -255902.979955 nChanged 3 SP:Iteration 90Q (1315.281540 sec): 3 clusters Score: Raw -257413.529922 + Penalty 1508.440175 = -255905.089747 nChanged 5 SP:Iteration 91Q (1315.334007 sec): 3 clusters Score: Raw -257416.616245 + Penalty 1508.440175 = -255908.176069 nChanged 1 SP:Iteration 92Q (1315.384638 sec): 3 clusters Score: Raw -257418.211667 + Penalty 1508.440175 = -255909.771492 nChanged 4 SP:Iteration 93Q (1315.427297 sec): 3 clusters Score: Raw -257419.307976 + Penalty 1508.440175 = -255910.867801 nChanged 1 SP:Iteration 94Q (1315.484140 sec): 3 clusters Score: Raw -257419.849458 + Penalty 1508.440175 = -255911.409282 nChanged 0 SP:Iteration 95F (1315.541444 sec): 3 clusters Score: Raw -257419.849458 + Penalty 1508.440175 = -255911.409282 nChanged 0 Trying to split cluster 16 (17168 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1315.585484 sec): 2 clusters Score: Raw -1571060.883533 + Penalty 926.326234 = -1570134.557299 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1315.656252 sec): 3 clusters Score: Raw -1560461.558896 + Penalty 1852.652468 = -1558608.906428 nChanged 7939 SP:Iteration 1F (1315.724912 sec): 3 clusters Score: Raw -1565309.080634 + Penalty 1852.652468 = -1563456.428166 nChanged 1117 SP:Iteration 2F (1315.783110 sec): 3 clusters Score: Raw -1565960.039944 + Penalty 1852.652468 = -1564107.387475 nChanged 1096 SP:Iteration 3F (1315.851931 sec): 3 clusters Score: Raw -1566640.413974 + Penalty 1852.652468 = -1564787.761506 nChanged 1035 SP:Iteration 4F (1315.928202 sec): 3 clusters Score: Raw -1567315.935795 + Penalty 1852.652468 = -1565463.283326 nChanged 958 SP:Iteration 5F (1315.985454 sec): 3 clusters Score: Raw -1567977.277857 + Penalty 1852.652468 = -1566124.625389 nChanged 839 SP:Iteration 6Q (1316.055832 sec): 3 clusters Score: Raw -1568477.674006 + Penalty 1852.652468 = -1566625.021537 nChanged 704 SP:Iteration 7Q (1316.133277 sec): 3 clusters Score: Raw -1568830.428593 + Penalty 1852.652468 = -1566977.776125 nChanged 533 SP:Iteration 8Q (1316.200859 sec): 3 clusters Score: Raw -1569046.938560 + Penalty 1852.652468 = -1567194.286092 nChanged 410 SP:Iteration 9Q (1316.270659 sec): 3 clusters Score: Raw -1569200.319303 + Penalty 1852.652468 = -1567347.666835 nChanged 339 SP:Iteration 10Q (1316.327692 sec): 3 clusters Score: Raw -1569306.816337 + Penalty 1852.652468 = -1567454.163868 nChanged 280 SP:Iteration 11Q (1316.405072 sec): 3 clusters Score: Raw -1569390.606252 + Penalty 1852.652468 = -1567537.953784 nChanged 259 SP:Iteration 12Q (1316.472602 sec): 3 clusters Score: Raw -1569467.013264 + Penalty 1852.652468 = -1567614.360796 nChanged 235 SP:Iteration 13Q (1316.540385 sec): 3 clusters Score: Raw -1569538.397184 + Penalty 1852.652468 = -1567685.744715 nChanged 242 SP:Iteration 14Q (1316.611543 sec): 3 clusters Score: Raw -1569625.532497 + Penalty 1852.652468 = -1567772.880029 nChanged 247 SP:Iteration 15Q (1316.677917 sec): 3 clusters Score: Raw -1569720.280959 + Penalty 1852.652468 = -1567867.628491 nChanged 261 SP:Iteration 16Q (1316.742666 sec): 3 clusters Score: Raw -1569827.775770 + Penalty 1852.652468 = -1567975.123302 nChanged 265 SP:Iteration 17Q (1316.809949 sec): 3 clusters Score: Raw -1569935.292509 + Penalty 1852.652468 = -1568082.640041 nChanged 238 SP:Iteration 18Q (1316.868967 sec): 3 clusters Score: Raw -1570032.062966 + Penalty 1852.652468 = -1568179.410498 nChanged 223 SP:Iteration 19Q (1316.939447 sec): 3 clusters Score: Raw -1570127.561055 + Penalty 1852.652468 = -1568274.908586 nChanged 239 SP:Iteration 20F (1317.002003 sec): 3 clusters Score: Raw -1570230.589627 + Penalty 1852.652468 = -1568377.937158 nChanged 238 SP:Iteration 21Q (1317.061943 sec): 3 clusters Score: Raw -1570340.948854 + Penalty 1852.652468 = -1568488.296386 nChanged 250 SP:Iteration 22Q (1317.127944 sec): 3 clusters Score: Raw -1570467.145894 + Penalty 1852.652468 = -1568614.493425 nChanged 222 SP:Iteration 23Q (1317.192884 sec): 3 clusters Score: Raw -1570589.529192 + Penalty 1852.652468 = -1568736.876724 nChanged 190 SP:Iteration 24Q (1317.246708 sec): 3 clusters Score: Raw -1570686.322424 + Penalty 1852.652468 = -1568833.669956 nChanged 165 SP:Iteration 25Q (1317.320955 sec): 3 clusters Score: Raw -1570768.406680 + Penalty 1852.652468 = -1568915.754212 nChanged 140 SP:Iteration 26Q (1317.380842 sec): 3 clusters Score: Raw -1570834.583876 + Penalty 1852.652468 = -1568981.931408 nChanged 107 SP:Iteration 27Q (1317.446700 sec): 3 clusters Score: Raw -1570878.485806 + Penalty 1852.652468 = -1569025.833338 nChanged 102 SP:Iteration 28Q (1317.511038 sec): 3 clusters Score: Raw -1570923.434823 + Penalty 1852.652468 = -1569070.782354 nChanged 100 SP:Iteration 29Q (1317.575465 sec): 3 clusters Score: Raw -1570970.444723 + Penalty 1852.652468 = -1569117.792254 nChanged 70 SP:Iteration 30Q (1317.637424 sec): 3 clusters Score: Raw -1571006.041901 + Penalty 1852.652468 = -1569153.389432 nChanged 60 SP:Iteration 31Q (1317.707836 sec): 3 clusters Score: Raw -1571037.911458 + Penalty 1852.652468 = -1569185.258990 nChanged 64 SP:Iteration 32Q (1317.771332 sec): 3 clusters Score: Raw -1571070.080433 + Penalty 1852.652468 = -1569217.427965 nChanged 49 SP:Iteration 33Q (1317.832484 sec): 3 clusters Score: Raw -1571094.340267 + Penalty 1852.652468 = -1569241.687798 nChanged 40 SP:Iteration 34Q (1317.891004 sec): 3 clusters Score: Raw -1571114.861122 + Penalty 1852.652468 = -1569262.208654 nChanged 33 SP:Iteration 35Q (1317.966125 sec): 3 clusters Score: Raw -1571133.198855 + Penalty 1852.652468 = -1569280.546386 nChanged 39 SP:Iteration 36Q (1318.029581 sec): 3 clusters Score: Raw -1571159.076752 + Penalty 1852.652468 = -1569306.424283 nChanged 25 SP:Iteration 37Q (1318.095443 sec): 3 clusters Score: Raw -1571173.417305 + Penalty 1852.652468 = -1569320.764836 nChanged 26 SP:Iteration 38Q (1318.161705 sec): 3 clusters Score: Raw -1571189.089190 + Penalty 1852.652468 = -1569336.436722 nChanged 19 SP:Iteration 39Q (1318.225471 sec): 3 clusters Score: Raw -1571202.044073 + Penalty 1852.652468 = -1569349.391605 nChanged 16 SP:Iteration 40F (1318.289253 sec): 3 clusters Score: Raw -1571209.554734 + Penalty 1852.652468 = -1569356.902265 nChanged 6 SP:Iteration 41Q (1318.352311 sec): 3 clusters Score: Raw -1571212.376379 + Penalty 1852.652468 = -1569359.723911 nChanged 4 SP:Iteration 42Q (1318.407576 sec): 3 clusters Score: Raw -1571214.962638 + Penalty 1852.652468 = -1569362.310170 nChanged 7 SP:Iteration 43Q (1318.474275 sec): 3 clusters Score: Raw -1571219.480078 + Penalty 1852.652468 = -1569366.827610 nChanged 5 SP:Iteration 44Q (1318.541946 sec): 3 clusters Score: Raw -1571221.969018 + Penalty 1852.652468 = -1569369.316549 nChanged 6 SP:Iteration 45Q (1318.593658 sec): 3 clusters Score: Raw -1571224.259510 + Penalty 1852.652468 = -1569371.607042 nChanged 2 SP:Iteration 46Q (1318.656885 sec): 3 clusters Score: Raw -1571225.032089 + Penalty 1852.652468 = -1569372.379621 nChanged 2 SP:Iteration 47Q (1318.718263 sec): 3 clusters Score: Raw -1571226.202909 + Penalty 1852.652468 = -1569373.550440 nChanged 3 SP:Iteration 48Q (1318.790800 sec): 3 clusters Score: Raw -1571227.646601 + Penalty 1852.652468 = -1569374.994133 nChanged 1 SP:Iteration 49Q (1318.853480 sec): 3 clusters Score: Raw -1571228.668350 + Penalty 1852.652468 = -1569376.015881 nChanged 2 SP:Iteration 50Q (1318.918458 sec): 3 clusters Score: Raw -1571230.013816 + Penalty 1852.652468 = -1569377.361348 nChanged 2 SP:Iteration 51Q (1318.971529 sec): 3 clusters Score: Raw -1571232.049977 + Penalty 1852.652468 = -1569379.397509 nChanged 3 SP:Iteration 52Q (1319.044291 sec): 3 clusters Score: Raw -1571234.256935 + Penalty 1852.652468 = -1569381.604467 nChanged 4 SP:Iteration 53Q (1319.110476 sec): 3 clusters Score: Raw -1571236.082016 + Penalty 1852.652468 = -1569383.429548 nChanged 4 SP:Iteration 54Q (1319.176513 sec): 3 clusters Score: Raw -1571237.651902 + Penalty 1852.652468 = -1569384.999434 nChanged 5 SP:Iteration 55Q (1319.241824 sec): 3 clusters Score: Raw -1571240.330187 + Penalty 1852.652468 = -1569387.677719 nChanged 3 SP:Iteration 56Q (1319.306604 sec): 3 clusters Score: Raw -1571241.555436 + Penalty 1852.652468 = -1569388.902968 nChanged 3 SP:Iteration 57Q (1319.371137 sec): 3 clusters Score: Raw -1571242.524831 + Penalty 1852.652468 = -1569389.872363 nChanged 2 SP:Iteration 58Q (1319.426629 sec): 3 clusters Score: Raw -1571244.463216 + Penalty 1852.652468 = -1569391.810748 nChanged 2 SP:Iteration 59Q (1319.489343 sec): 3 clusters Score: Raw -1571245.749837 + Penalty 1852.652468 = -1569393.097368 nChanged 3 SP:Iteration 60F (1319.566304 sec): 3 clusters Score: Raw -1571247.174743 + Penalty 1852.652468 = -1569394.522275 nChanged 2 SP:Iteration 61Q (1319.634910 sec): 3 clusters Score: Raw -1571247.872525 + Penalty 1852.652468 = -1569395.220056 nChanged 4 SP:Iteration 62Q (1319.699558 sec): 3 clusters Score: Raw -1571251.208750 + Penalty 1852.652468 = -1569398.556282 nChanged 8 SP:Iteration 63Q (1319.762628 sec): 3 clusters Score: Raw -1571259.453083 + Penalty 1852.652468 = -1569406.800615 nChanged 13 SP:Iteration 64Q (1319.815644 sec): 3 clusters Score: Raw -1571272.425561 + Penalty 1852.652468 = -1569419.773093 nChanged 5 SP:Iteration 65Q (1319.890371 sec): 3 clusters Score: Raw -1571278.359991 + Penalty 1852.652468 = -1569425.707522 nChanged 7 SP:Iteration 66Q (1319.937312 sec): 3 clusters Score: Raw -1571283.018980 + Penalty 1852.652468 = -1569430.366512 nChanged 6 SP:Iteration 67Q (1320.007555 sec): 3 clusters Score: Raw -1571288.277789 + Penalty 1852.652468 = -1569435.625320 nChanged 3 SP:Iteration 68Q (1320.075062 sec): 3 clusters Score: Raw -1571290.110290 + Penalty 1852.652468 = -1569437.457822 nChanged 1 SP:Iteration 69Q (1320.127116 sec): 3 clusters Score: Raw -1571290.806506 + Penalty 1852.652468 = -1569438.154037 nChanged 0 SP:Iteration 70F (1320.203691 sec): 3 clusters Score: Raw -1571290.806506 + Penalty 1852.652468 = -1569438.154037 nChanged 0 Trying to split cluster 17 (47511 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1320.278181 sec): 2 clusters Score: Raw -4335779.234441 + Penalty 1023.028072 = -4334756.206369 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1320.373046 sec): 3 clusters Score: Raw -4305323.404406 + Penalty 2046.056143 = -4303277.348263 nChanged 22428 SP:Iteration 1F (1320.485192 sec): 3 clusters Score: Raw -4318410.339517 + Penalty 2046.056143 = -4316364.283374 nChanged 1790 SP:Iteration 2Q (1320.593027 sec): 3 clusters Score: Raw -4318934.948954 + Penalty 2046.056143 = -4316888.892811 nChanged 1886 SP:Iteration 3Q (1320.709179 sec): 3 clusters Score: Raw -4319550.356352 + Penalty 2046.056143 = -4317504.300209 nChanged 1958 SP:Iteration 4Q (1320.809179 sec): 3 clusters Score: Raw -4320316.198778 + Penalty 2046.056143 = -4318270.142635 nChanged 2119 SP:Iteration 5Q (1320.916764 sec): 3 clusters Score: Raw -4321275.554912 + Penalty 2046.056143 = -4319229.498769 nChanged 2305 SP:Iteration 6Q (1321.026854 sec): 3 clusters Score: Raw -4322512.733566 + Penalty 2046.056143 = -4320466.677423 nChanged 2475 SP:Iteration 7F (1321.126354 sec): 3 clusters Score: Raw -4323972.817410 + Penalty 2046.056143 = -4321926.761267 nChanged 2493 SP:Iteration 8F (1321.240857 sec): 3 clusters Score: Raw -4325510.739967 + Penalty 2046.056143 = -4323464.683824 nChanged 2508 SP:Iteration 9F (1321.337742 sec): 3 clusters Score: Raw -4327065.992073 + Penalty 2046.056143 = -4325019.935930 nChanged 2357 SP:Iteration 10Q (1321.449621 sec): 3 clusters Score: Raw -4328396.754287 + Penalty 2046.056143 = -4326350.698144 nChanged 1897 SP:Iteration 11Q (1321.548716 sec): 3 clusters Score: Raw -4329190.211911 + Penalty 2046.056143 = -4327144.155768 nChanged 1340 SP:Iteration 12Q (1321.656405 sec): 3 clusters Score: Raw -4329616.096986 + Penalty 2046.056143 = -4327570.040843 nChanged 942 SP:Iteration 13Q (1321.768405 sec): 3 clusters Score: Raw -4329863.327952 + Penalty 2046.056143 = -4327817.271809 nChanged 718 SP:Iteration 14Q (1321.860072 sec): 3 clusters Score: Raw -4330013.509901 + Penalty 2046.056143 = -4327967.453758 nChanged 564 SP:Iteration 15Q (1321.965358 sec): 3 clusters Score: Raw -4330133.969345 + Penalty 2046.056143 = -4328087.913202 nChanged 533 SP:Iteration 16Q (1322.067254 sec): 3 clusters Score: Raw -4330237.546901 + Penalty 2046.056143 = -4328191.490758 nChanged 466 SP:Iteration 17Q (1322.171974 sec): 3 clusters Score: Raw -4330330.177453 + Penalty 2046.056143 = -4328284.121310 nChanged 487 SP:Iteration 18Q (1322.272281 sec): 3 clusters Score: Raw -4330424.927279 + Penalty 2046.056143 = -4328378.871136 nChanged 487 SP:Iteration 19Q (1322.375406 sec): 3 clusters Score: Raw -4330522.042989 + Penalty 2046.056143 = -4328475.986846 nChanged 462 SP:Iteration 20F (1322.478078 sec): 3 clusters Score: Raw -4330626.841351 + Penalty 2046.056143 = -4328580.785208 nChanged 505 SP:Iteration 21Q (1322.573015 sec): 3 clusters Score: Raw -4330741.564644 + Penalty 2046.056143 = -4328695.508501 nChanged 543 SP:Iteration 22Q (1322.680572 sec): 3 clusters Score: Raw -4330876.997042 + Penalty 2046.056143 = -4328830.940899 nChanged 571 SP:Iteration 23Q (1322.782697 sec): 3 clusters Score: Raw -4331027.676971 + Penalty 2046.056143 = -4328981.620828 nChanged 581 SP:Iteration 24Q (1322.885718 sec): 3 clusters Score: Raw -4331205.091468 + Penalty 2046.056143 = -4329159.035325 nChanged 641 SP:Iteration 25Q (1322.989743 sec): 3 clusters Score: Raw -4331421.979748 + Penalty 2046.056143 = -4329375.923605 nChanged 701 SP:Iteration 26Q (1323.095065 sec): 3 clusters Score: Raw -4331674.943545 + Penalty 2046.056143 = -4329628.887402 nChanged 745 SP:Iteration 27Q (1323.201253 sec): 3 clusters Score: Raw -4331980.924998 + Penalty 2046.056143 = -4329934.868855 nChanged 798 SP:Iteration 28Q (1323.297967 sec): 3 clusters Score: Raw -4332337.422529 + Penalty 2046.056143 = -4330291.366386 nChanged 839 SP:Iteration 29Q (1323.400913 sec): 3 clusters Score: Raw -4332741.352242 + Penalty 2046.056143 = -4330695.296099 nChanged 837 SP:Iteration 30Q (1323.500901 sec): 3 clusters Score: Raw -4333179.886525 + Penalty 2046.056143 = -4331133.830382 nChanged 835 SP:Iteration 31Q (1323.593627 sec): 3 clusters Score: Raw -4333633.471240 + Penalty 2046.056143 = -4331587.415097 nChanged 805 SP:Iteration 32Q (1323.695384 sec): 3 clusters Score: Raw -4334078.972564 + Penalty 2046.056143 = -4332032.916421 nChanged 729 SP:Iteration 33Q (1323.783850 sec): 3 clusters Score: Raw -4334491.064404 + Penalty 2046.056143 = -4332445.008261 nChanged 669 SP:Iteration 34Q (1323.884653 sec): 3 clusters Score: Raw -4334881.418729 + Penalty 2046.056143 = -4332835.362586 nChanged 542 SP:Iteration 35Q (1323.977419 sec): 3 clusters Score: Raw -4335205.750413 + Penalty 2046.056143 = -4333159.694270 nChanged 424 SP:Iteration 36Q (1324.067423 sec): 3 clusters Score: Raw -4335457.443666 + Penalty 2046.056143 = -4333411.387523 nChanged 293 SP:Iteration 37Q (1324.155658 sec): 3 clusters Score: Raw -4335619.123173 + Penalty 2046.056143 = -4333573.067030 nChanged 202 SP:Iteration 38Q (1324.261987 sec): 3 clusters Score: Raw -4335757.842120 + Penalty 2046.056143 = -4333711.785977 nChanged 170 SP:Iteration 39Q (1324.353599 sec): 3 clusters Score: Raw -4335850.128310 + Penalty 2046.056143 = -4333804.072167 nChanged 130 SP:Iteration 40F (1324.454924 sec): 3 clusters Score: Raw -4335909.310392 + Penalty 2046.056143 = -4333863.254249 nChanged 106 SP:Iteration 41Q (1324.543783 sec): 3 clusters Score: Raw -4335961.138568 + Penalty 2046.056143 = -4333915.082425 nChanged 83 SP:Iteration 42Q (1324.644918 sec): 3 clusters Score: Raw -4336008.751757 + Penalty 2046.056143 = -4333962.695614 nChanged 79 SP:Iteration 43Q (1324.730906 sec): 3 clusters Score: Raw -4336053.957629 + Penalty 2046.056143 = -4334007.901485 nChanged 67 SP:Iteration 44Q (1324.827759 sec): 3 clusters Score: Raw -4336085.695098 + Penalty 2046.056143 = -4334039.638955 nChanged 45 SP:Iteration 45Q (1324.925336 sec): 3 clusters Score: Raw -4336102.366032 + Penalty 2046.056143 = -4334056.309889 nChanged 42 SP:Iteration 46Q (1325.024475 sec): 3 clusters Score: Raw -4336113.653411 + Penalty 2046.056143 = -4334067.597268 nChanged 38 SP:Iteration 47Q (1325.112140 sec): 3 clusters Score: Raw -4336126.267879 + Penalty 2046.056143 = -4334080.211736 nChanged 35 SP:Iteration 48Q (1325.205259 sec): 3 clusters Score: Raw -4336139.721447 + Penalty 2046.056143 = -4334093.665304 nChanged 32 SP:Iteration 49Q (1325.294909 sec): 3 clusters Score: Raw -4336150.420840 + Penalty 2046.056143 = -4334104.364697 nChanged 31 SP:Iteration 50Q (1325.386725 sec): 3 clusters Score: Raw -4336161.361200 + Penalty 2046.056143 = -4334115.305057 nChanged 27 SP:Iteration 51Q (1325.470938 sec): 3 clusters Score: Raw -4336168.465998 + Penalty 2046.056143 = -4334122.409855 nChanged 25 SP:Iteration 52Q (1325.570550 sec): 3 clusters Score: Raw -4336174.846538 + Penalty 2046.056143 = -4334128.790395 nChanged 21 SP:Iteration 53Q (1325.660539 sec): 3 clusters Score: Raw -4336180.448910 + Penalty 2046.056143 = -4334134.392767 nChanged 25 SP:Iteration 54Q (1325.750658 sec): 3 clusters Score: Raw -4336186.672347 + Penalty 2046.056143 = -4334140.616204 nChanged 21 SP:Iteration 55Q (1325.841360 sec): 3 clusters Score: Raw -4336192.278648 + Penalty 2046.056143 = -4334146.222505 nChanged 14 SP:Iteration 56Q (1325.936391 sec): 3 clusters Score: Raw -4336195.846291 + Penalty 2046.056143 = -4334149.790148 nChanged 11 SP:Iteration 57Q (1326.031062 sec): 3 clusters Score: Raw -4336198.579395 + Penalty 2046.056143 = -4334152.523252 nChanged 15 SP:Iteration 58Q (1326.119823 sec): 3 clusters Score: Raw -4336203.149197 + Penalty 2046.056143 = -4334157.093054 nChanged 14 SP:Iteration 59Q (1326.213227 sec): 3 clusters Score: Raw -4336206.342570 + Penalty 2046.056143 = -4334160.286427 nChanged 6 SP:Iteration 60F (1326.309237 sec): 3 clusters Score: Raw -4336207.073207 + Penalty 2046.056143 = -4334161.017064 nChanged 3 SP:Iteration 61Q (1326.410638 sec): 3 clusters Score: Raw -4336207.732425 + Penalty 2046.056143 = -4334161.676282 nChanged 4 SP:Iteration 62Q (1326.495293 sec): 3 clusters Score: Raw -4336208.655932 + Penalty 2046.056143 = -4334162.599789 nChanged 3 SP:Iteration 63Q (1326.591883 sec): 3 clusters Score: Raw -4336209.095142 + Penalty 2046.056143 = -4334163.038999 nChanged 3 SP:Iteration 64Q (1326.680229 sec): 3 clusters Score: Raw -4336209.830252 + Penalty 2046.056143 = -4334163.774109 nChanged 5 SP:Iteration 65Q (1326.783499 sec): 3 clusters Score: Raw -4336210.738532 + Penalty 2046.056143 = -4334164.682389 nChanged 4 SP:Iteration 66Q (1326.868949 sec): 3 clusters Score: Raw -4336211.638427 + Penalty 2046.056143 = -4334165.582284 nChanged 5 SP:Iteration 67Q (1326.955710 sec): 3 clusters Score: Raw -4336212.588105 + Penalty 2046.056143 = -4334166.531962 nChanged 4 SP:Iteration 68Q (1327.042404 sec): 3 clusters Score: Raw -4336213.645515 + Penalty 2046.056143 = -4334167.589372 nChanged 6 SP:Iteration 69Q (1327.136604 sec): 3 clusters Score: Raw -4336214.457587 + Penalty 2046.056143 = -4334168.401444 nChanged 7 SP:Iteration 70Q (1327.233121 sec): 3 clusters Score: Raw -4336215.738225 + Penalty 2046.056143 = -4334169.682082 nChanged 8 SP:Iteration 71Q (1327.326453 sec): 3 clusters Score: Raw -4336216.944700 + Penalty 2046.056143 = -4334170.888557 nChanged 6 SP:Iteration 72Q (1327.428849 sec): 3 clusters Score: Raw -4336218.542248 + Penalty 2046.056143 = -4334172.486105 nChanged 8 SP:Iteration 73Q (1327.527985 sec): 3 clusters Score: Raw -4336220.891576 + Penalty 2046.056143 = -4334174.835433 nChanged 9 SP:Iteration 74Q (1327.619619 sec): 3 clusters Score: Raw -4336222.777877 + Penalty 2046.056143 = -4334176.721734 nChanged 6 SP:Iteration 75Q (1327.714596 sec): 3 clusters Score: Raw -4336223.946754 + Penalty 2046.056143 = -4334177.890611 nChanged 1 SP:Iteration 76Q (1327.803681 sec): 3 clusters Score: Raw -4336224.314596 + Penalty 2046.056143 = -4334178.258453 nChanged 3 SP:Iteration 77Q (1327.896969 sec): 3 clusters Score: Raw -4336225.080522 + Penalty 2046.056143 = -4334179.024379 nChanged 3 SP:Iteration 78Q (1327.979761 sec): 3 clusters Score: Raw -4336225.592915 + Penalty 2046.056143 = -4334179.536772 nChanged 2 SP:Iteration 79Q (1328.069399 sec): 3 clusters Score: Raw -4336226.007270 + Penalty 2046.056143 = -4334179.951127 nChanged 3 SP:Iteration 80F (1328.171677 sec): 3 clusters Score: Raw -4336226.377816 + Penalty 2046.056143 = -4334180.321673 nChanged 1 SP:Iteration 81Q (1328.255673 sec): 3 clusters Score: Raw -4336226.536649 + Penalty 2046.056143 = -4334180.480506 nChanged 1 SP:Iteration 82Q (1328.358488 sec): 3 clusters Score: Raw -4336226.821779 + Penalty 2046.056143 = -4334180.765636 nChanged 1 SP:Iteration 83Q (1328.453456 sec): 3 clusters Score: Raw -4336226.922009 + Penalty 2046.056143 = -4334180.865866 nChanged 1 SP:Iteration 84Q (1328.551901 sec): 3 clusters Score: Raw -4336227.019269 + Penalty 2046.056143 = -4334180.963126 nChanged 2 SP:Iteration 85Q (1328.650154 sec): 3 clusters Score: Raw -4336227.438210 + Penalty 2046.056143 = -4334181.382067 nChanged 2 SP:Iteration 86Q (1328.739592 sec): 3 clusters Score: Raw -4336228.138536 + Penalty 2046.056143 = -4334182.082393 nChanged 3 SP:Iteration 87Q (1328.832735 sec): 3 clusters Score: Raw -4336228.611682 + Penalty 2046.056143 = -4334182.555539 nChanged 0 SP:Iteration 88F (1328.928132 sec): 3 clusters Score: Raw -4336228.611682 + Penalty 2046.056143 = -4334182.555539 nChanged 0 Trying to split cluster 18 (1845 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1328.949763 sec): 2 clusters Score: Raw -164291.407341 + Penalty 714.422283 = -163576.985058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1328.997228 sec): 3 clusters Score: Raw -163408.070521 + Penalty 1428.844566 = -161979.225956 nChanged 704 SP:Iteration 1F (1329.043017 sec): 3 clusters Score: Raw -163921.424104 + Penalty 1428.844566 = -162492.579538 nChanged 160 SP:Iteration 2F (1329.098807 sec): 3 clusters Score: Raw -164065.131947 + Penalty 1428.844566 = -162636.287382 nChanged 91 SP:Iteration 3Q (1329.145247 sec): 3 clusters Score: Raw -164142.166602 + Penalty 1428.844566 = -162713.322036 nChanged 77 SP:Iteration 4Q (1329.187210 sec): 3 clusters Score: Raw -164198.085895 + Penalty 1428.844566 = -162769.241329 nChanged 67 SP:Iteration 5Q (1329.240654 sec): 3 clusters Score: Raw -164252.590783 + Penalty 1428.844566 = -162823.746218 nChanged 75 SP:Iteration 6Q (1329.289811 sec): 3 clusters Score: Raw -164308.776271 + Penalty 1428.844566 = -162879.931705 nChanged 71 SP:Iteration 7Q (1329.337150 sec): 3 clusters Score: Raw -164351.251666 + Penalty 1428.844566 = -162922.407100 nChanged 59 SP:Iteration 8Q (1329.386868 sec): 3 clusters Score: Raw -164384.929235 + Penalty 1428.844566 = -162956.084669 nChanged 50 SP:Iteration 9Q (1329.427670 sec): 3 clusters Score: Raw -164425.021393 + Penalty 1428.844566 = -162996.176827 nChanged 58 SP:Iteration 10Q (1329.488554 sec): 3 clusters Score: Raw -164472.605294 + Penalty 1428.844566 = -163043.760728 nChanged 47 SP:Iteration 11Q (1329.534809 sec): 3 clusters Score: Raw -164501.515896 + Penalty 1428.844566 = -163072.671330 nChanged 32 SP:Iteration 12Q (1329.579032 sec): 3 clusters Score: Raw -164517.439186 + Penalty 1428.844566 = -163088.594620 nChanged 22 SP:Iteration 13Q (1329.632554 sec): 3 clusters Score: Raw -164527.543280 + Penalty 1428.844566 = -163098.698715 nChanged 14 SP:Iteration 14Q (1329.670463 sec): 3 clusters Score: Raw -164532.892936 + Penalty 1428.844566 = -163104.048370 nChanged 6 SP:Iteration 15Q (1329.721163 sec): 3 clusters Score: Raw -164535.078737 + Penalty 1428.844566 = -163106.234172 nChanged 4 SP:Iteration 16Q (1329.764459 sec): 3 clusters Score: Raw -164536.256342 + Penalty 1428.844566 = -163107.411776 nChanged 3 SP:Iteration 17Q (1329.818766 sec): 3 clusters Score: Raw -164537.176945 + Penalty 1428.844566 = -163108.332380 nChanged 3 SP:Iteration 18Q (1329.859350 sec): 3 clusters Score: Raw -164538.407727 + Penalty 1428.844566 = -163109.563161 nChanged 5 SP:Iteration 19Q (1329.905631 sec): 3 clusters Score: Raw -164540.362826 + Penalty 1428.844566 = -163111.518260 nChanged 1 SP:Iteration 20F (1329.953223 sec): 3 clusters Score: Raw -164540.449371 + Penalty 1428.844566 = -163111.604806 nChanged 0 Trying to split cluster 19 (29116 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1330.017469 sec): 2 clusters Score: Raw -2807004.391814 + Penalty 976.509097 = -2806027.882716 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1330.099422 sec): 3 clusters Score: Raw -2788619.527288 + Penalty 1953.018195 = -2786666.509093 nChanged 13614 SP:Iteration 1F (1330.186307 sec): 3 clusters Score: Raw -2796450.991148 + Penalty 1953.018195 = -2794497.972953 nChanged 1250 SP:Iteration 2Q (1330.268083 sec): 3 clusters Score: Raw -2796863.938817 + Penalty 1953.018195 = -2794910.920622 nChanged 1362 SP:Iteration 3Q (1330.359817 sec): 3 clusters Score: Raw -2797401.808155 + Penalty 1953.018195 = -2795448.789960 nChanged 1514 SP:Iteration 4F (1330.432358 sec): 3 clusters Score: Raw -2798101.682121 + Penalty 1953.018195 = -2796148.663927 nChanged 1619 SP:Iteration 5F (1330.524985 sec): 3 clusters Score: Raw -2798904.009381 + Penalty 1953.018195 = -2796950.991186 nChanged 1667 SP:Iteration 6F (1330.605691 sec): 3 clusters Score: Raw -2799857.896541 + Penalty 1953.018195 = -2797904.878346 nChanged 1667 SP:Iteration 7F (1330.688551 sec): 3 clusters Score: Raw -2800942.644587 + Penalty 1953.018195 = -2798989.626392 nChanged 1600 SP:Iteration 8F (1330.772315 sec): 3 clusters Score: Raw -2802128.172261 + Penalty 1953.018195 = -2800175.154066 nChanged 1436 SP:Iteration 9Q (1330.858471 sec): 3 clusters Score: Raw -2803369.871062 + Penalty 1953.018195 = -2801416.852867 nChanged 1217 SP:Iteration 10Q (1330.943177 sec): 3 clusters Score: Raw -2804534.189164 + Penalty 1953.018195 = -2802581.170969 nChanged 849 SP:Iteration 11Q (1331.013314 sec): 3 clusters Score: Raw -2805338.322034 + Penalty 1953.018195 = -2803385.303839 nChanged 636 SP:Iteration 12Q (1331.096926 sec): 3 clusters Score: Raw -2805894.157286 + Penalty 1953.018195 = -2803941.139091 nChanged 452 SP:Iteration 13Q (1331.181973 sec): 3 clusters Score: Raw -2806226.238932 + Penalty 1953.018195 = -2804273.220737 nChanged 340 SP:Iteration 14Q (1331.254496 sec): 3 clusters Score: Raw -2806449.847456 + Penalty 1953.018195 = -2804496.829261 nChanged 268 SP:Iteration 15Q (1331.337768 sec): 3 clusters Score: Raw -2806617.066807 + Penalty 1953.018195 = -2804664.048612 nChanged 202 SP:Iteration 16Q (1331.420959 sec): 3 clusters Score: Raw -2806740.591534 + Penalty 1953.018195 = -2804787.573339 nChanged 178 SP:Iteration 17Q (1331.492891 sec): 3 clusters Score: Raw -2806841.657367 + Penalty 1953.018195 = -2804888.639172 nChanged 131 SP:Iteration 18Q (1331.567517 sec): 3 clusters Score: Raw -2806902.531414 + Penalty 1953.018195 = -2804949.513219 nChanged 116 SP:Iteration 19Q (1331.646193 sec): 3 clusters Score: Raw -2806958.703377 + Penalty 1953.018195 = -2805005.685182 nChanged 90 SP:Iteration 20F (1331.720405 sec): 3 clusters Score: Raw -2806998.521013 + Penalty 1953.018195 = -2805045.502818 nChanged 72 SP:Iteration 21Q (1331.806023 sec): 3 clusters Score: Raw -2807033.897311 + Penalty 1953.018195 = -2805080.879117 nChanged 55 SP:Iteration 22Q (1331.870349 sec): 3 clusters Score: Raw -2807063.912492 + Penalty 1953.018195 = -2805110.894297 nChanged 54 SP:Iteration 23Q (1331.953369 sec): 3 clusters Score: Raw -2807094.444531 + Penalty 1953.018195 = -2805141.426336 nChanged 49 SP:Iteration 24Q (1332.029808 sec): 3 clusters Score: Raw -2807121.948535 + Penalty 1953.018195 = -2805168.930340 nChanged 43 SP:Iteration 25Q (1332.104187 sec): 3 clusters Score: Raw -2807139.436898 + Penalty 1953.018195 = -2805186.418703 nChanged 31 SP:Iteration 26Q (1332.178648 sec): 3 clusters Score: Raw -2807153.343380 + Penalty 1953.018195 = -2805200.325185 nChanged 25 SP:Iteration 27Q (1332.254210 sec): 3 clusters Score: Raw -2807162.964916 + Penalty 1953.018195 = -2805209.946721 nChanged 26 SP:Iteration 28Q (1332.328788 sec): 3 clusters Score: Raw -2807172.467109 + Penalty 1953.018195 = -2805219.448914 nChanged 18 SP:Iteration 29Q (1332.399823 sec): 3 clusters Score: Raw -2807177.271604 + Penalty 1953.018195 = -2805224.253410 nChanged 13 SP:Iteration 30Q (1332.475697 sec): 3 clusters Score: Raw -2807180.479537 + Penalty 1953.018195 = -2805227.461342 nChanged 11 SP:Iteration 31Q (1332.551542 sec): 3 clusters Score: Raw -2807183.317023 + Penalty 1953.018195 = -2805230.298828 nChanged 8 SP:Iteration 32Q (1332.626197 sec): 3 clusters Score: Raw -2807185.233975 + Penalty 1953.018195 = -2805232.215781 nChanged 7 SP:Iteration 33Q (1332.700328 sec): 3 clusters Score: Raw -2807187.390531 + Penalty 1953.018195 = -2805234.372336 nChanged 7 SP:Iteration 34Q (1332.775001 sec): 3 clusters Score: Raw -2807189.055068 + Penalty 1953.018195 = -2805236.036873 nChanged 9 SP:Iteration 35Q (1332.848869 sec): 3 clusters Score: Raw -2807192.547072 + Penalty 1953.018195 = -2805239.528877 nChanged 9 SP:Iteration 36Q (1332.925313 sec): 3 clusters Score: Raw -2807195.171417 + Penalty 1953.018195 = -2805242.153222 nChanged 7 SP:Iteration 37Q (1332.992441 sec): 3 clusters Score: Raw -2807197.271170 + Penalty 1953.018195 = -2805244.252975 nChanged 8 SP:Iteration 38Q (1333.071356 sec): 3 clusters Score: Raw -2807199.456731 + Penalty 1953.018195 = -2805246.438536 nChanged 9 SP:Iteration 39Q (1333.152115 sec): 3 clusters Score: Raw -2807203.084223 + Penalty 1953.018195 = -2805250.066028 nChanged 13 SP:Iteration 40F (1333.227274 sec): 3 clusters Score: Raw -2807209.117250 + Penalty 1953.018195 = -2805256.099056 nChanged 15 SP:Iteration 41Q (1333.311355 sec): 3 clusters Score: Raw -2807214.911579 + Penalty 1953.018195 = -2805261.893384 nChanged 12 SP:Iteration 42Q (1333.385126 sec): 3 clusters Score: Raw -2807219.458574 + Penalty 1953.018195 = -2805266.440379 nChanged 9 SP:Iteration 43Q (1333.451373 sec): 3 clusters Score: Raw -2807221.959171 + Penalty 1953.018195 = -2805268.940976 nChanged 4 SP:Iteration 44Q (1333.516211 sec): 3 clusters Score: Raw -2807222.679170 + Penalty 1953.018195 = -2805269.660975 nChanged 1 SP:Iteration 45Q (1333.589536 sec): 3 clusters Score: Raw -2807222.886278 + Penalty 1953.018195 = -2805269.868084 nChanged 2 SP:Iteration 46Q (1333.657749 sec): 3 clusters Score: Raw -2807224.541512 + Penalty 1953.018195 = -2805271.523317 nChanged 3 SP:Iteration 47Q (1333.733463 sec): 3 clusters Score: Raw -2807225.144001 + Penalty 1953.018195 = -2805272.125806 nChanged 2 SP:Iteration 48Q (1333.796138 sec): 3 clusters Score: Raw -2807225.478657 + Penalty 1953.018195 = -2805272.460462 nChanged 1 SP:Iteration 49Q (1333.866827 sec): 3 clusters Score: Raw -2807225.721586 + Penalty 1953.018195 = -2805272.703391 nChanged 0 SP:Iteration 50F (1333.942120 sec): 3 clusters Score: Raw -2807225.721586 + Penalty 1953.018195 = -2805272.703391 nChanged 0 Trying to split cluster 20 (18829 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1333.996404 sec): 2 clusters Score: Raw -1600960.789376 + Penalty 935.099584 = -1600025.689793 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1334.068723 sec): 3 clusters Score: Raw -1589338.319751 + Penalty 1870.199168 = -1587468.120583 nChanged 8707 SP:Iteration 1F (1334.129886 sec): 3 clusters Score: Raw -1594154.372317 + Penalty 1870.199168 = -1592284.173149 nChanged 911 SP:Iteration 2Q (1334.209747 sec): 3 clusters Score: Raw -1594501.132634 + Penalty 1870.199168 = -1592630.933466 nChanged 939 SP:Iteration 3Q (1334.269442 sec): 3 clusters Score: Raw -1594963.081988 + Penalty 1870.199168 = -1593092.882821 nChanged 1142 SP:Iteration 4F (1334.332979 sec): 3 clusters Score: Raw -1595669.192363 + Penalty 1870.199168 = -1593798.993195 nChanged 1336 SP:Iteration 5F (1334.407135 sec): 3 clusters Score: Raw -1596626.684669 + Penalty 1870.199168 = -1594756.485501 nChanged 1450 SP:Iteration 6F (1334.471131 sec): 3 clusters Score: Raw -1597833.625639 + Penalty 1870.199168 = -1595963.426471 nChanged 1332 SP:Iteration 7F (1334.540585 sec): 3 clusters Score: Raw -1599037.518609 + Penalty 1870.199168 = -1597167.319442 nChanged 988 SP:Iteration 8F (1334.608721 sec): 3 clusters Score: Raw -1600109.532381 + Penalty 1870.199168 = -1598239.333214 nChanged 627 SP:Iteration 9Q (1334.682477 sec): 3 clusters Score: Raw -1600917.904699 + Penalty 1870.199168 = -1599047.705532 nChanged 384 SP:Iteration 10Q (1334.748722 sec): 3 clusters Score: Raw -1601280.522251 + Penalty 1870.199168 = -1599410.323084 nChanged 229 SP:Iteration 11Q (1334.812131 sec): 3 clusters Score: Raw -1601410.887125 + Penalty 1870.199168 = -1599540.687957 nChanged 146 SP:Iteration 12Q (1334.880433 sec): 3 clusters Score: Raw -1601465.118065 + Penalty 1870.199168 = -1599594.918898 nChanged 100 SP:Iteration 13Q (1334.932088 sec): 3 clusters Score: Raw -1601500.682118 + Penalty 1870.199168 = -1599630.482950 nChanged 84 SP:Iteration 14Q (1335.003375 sec): 3 clusters Score: Raw -1601522.383087 + Penalty 1870.199168 = -1599652.183919 nChanged 58 SP:Iteration 15Q (1335.064153 sec): 3 clusters Score: Raw -1601532.351906 + Penalty 1870.199168 = -1599662.152739 nChanged 37 SP:Iteration 16Q (1335.127202 sec): 3 clusters Score: Raw -1601539.289168 + Penalty 1870.199168 = -1599669.090000 nChanged 45 SP:Iteration 17Q (1335.187992 sec): 3 clusters Score: Raw -1601549.971950 + Penalty 1870.199168 = -1599679.772783 nChanged 36 SP:Iteration 18Q (1335.257591 sec): 3 clusters Score: Raw -1601556.033761 + Penalty 1870.199168 = -1599685.834594 nChanged 31 SP:Iteration 19Q (1335.319381 sec): 3 clusters Score: Raw -1601560.631846 + Penalty 1870.199168 = -1599690.432678 nChanged 15 SP:Iteration 20F (1335.384290 sec): 3 clusters Score: Raw -1601562.613584 + Penalty 1870.199168 = -1599692.414416 nChanged 11 SP:Iteration 21Q (1335.459209 sec): 3 clusters Score: Raw -1601563.452334 + Penalty 1870.199168 = -1599693.253167 nChanged 4 SP:Iteration 22Q (1335.530376 sec): 3 clusters Score: Raw -1601563.556557 + Penalty 1870.199168 = -1599693.357390 nChanged 1 SP:Iteration 23Q (1335.599702 sec): 3 clusters Score: Raw -1601563.621671 + Penalty 1870.199168 = -1599693.422503 nChanged 2 SP:Iteration 24Q (1335.668208 sec): 3 clusters Score: Raw -1601563.745729 + Penalty 1870.199168 = -1599693.546561 nChanged 0 SP:Iteration 25F (1335.738573 sec): 3 clusters Score: Raw -1601563.745729 + Penalty 1870.199168 = -1599693.546561 nChanged 0 Trying to split cluster 21 (30906 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1335.793800 sec): 2 clusters Score: Raw -2974701.268104 + Penalty 982.177034 = -2973719.091070 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1335.880603 sec): 3 clusters Score: Raw -2955116.762321 + Penalty 1964.354068 = -2953152.408254 nChanged 14504 SP:Iteration 1F (1335.966503 sec): 3 clusters Score: Raw -2964116.214595 + Penalty 1964.354068 = -2962151.860527 nChanged 2088 SP:Iteration 2F (1336.040790 sec): 3 clusters Score: Raw -2965292.104516 + Penalty 1964.354068 = -2963327.750449 nChanged 2317 SP:Iteration 3F (1336.127854 sec): 3 clusters Score: Raw -2966804.162885 + Penalty 1964.354068 = -2964839.808818 nChanged 2286 SP:Iteration 4F (1336.208718 sec): 3 clusters Score: Raw -2968472.461655 + Penalty 1964.354068 = -2966508.107587 nChanged 2121 SP:Iteration 5F (1336.289726 sec): 3 clusters Score: Raw -2970117.343847 + Penalty 1964.354068 = -2968152.989779 nChanged 1748 SP:Iteration 6F (1336.373654 sec): 3 clusters Score: Raw -2971529.132438 + Penalty 1964.354068 = -2969564.778371 nChanged 1423 SP:Iteration 7Q (1336.461051 sec): 3 clusters Score: Raw -2972734.171442 + Penalty 1964.354068 = -2970769.817374 nChanged 984 SP:Iteration 8Q (1336.558380 sec): 3 clusters Score: Raw -2973528.587213 + Penalty 1964.354068 = -2971564.233145 nChanged 634 SP:Iteration 9Q (1336.645605 sec): 3 clusters Score: Raw -2974014.072364 + Penalty 1964.354068 = -2972049.718297 nChanged 394 SP:Iteration 10Q (1336.728833 sec): 3 clusters Score: Raw -2974290.750616 + Penalty 1964.354068 = -2972326.396548 nChanged 257 SP:Iteration 11Q (1336.811165 sec): 3 clusters Score: Raw -2974479.918583 + Penalty 1964.354068 = -2972515.564515 nChanged 179 SP:Iteration 12Q (1336.886167 sec): 3 clusters Score: Raw -2974617.127196 + Penalty 1964.354068 = -2972652.773128 nChanged 98 SP:Iteration 13Q (1336.962523 sec): 3 clusters Score: Raw -2974701.606025 + Penalty 1964.354068 = -2972737.251958 nChanged 70 SP:Iteration 14Q (1337.041589 sec): 3 clusters Score: Raw -2974766.770073 + Penalty 1964.354068 = -2972802.416006 nChanged 52 SP:Iteration 15Q (1337.115338 sec): 3 clusters Score: Raw -2974810.797338 + Penalty 1964.354068 = -2972846.443270 nChanged 33 SP:Iteration 16Q (1337.201383 sec): 3 clusters Score: Raw -2974841.825173 + Penalty 1964.354068 = -2972877.471106 nChanged 13 SP:Iteration 17Q (1337.276052 sec): 3 clusters Score: Raw -2974850.124365 + Penalty 1964.354068 = -2972885.770297 nChanged 11 SP:Iteration 18Q (1337.356307 sec): 3 clusters Score: Raw -2974856.942033 + Penalty 1964.354068 = -2972892.587966 nChanged 7 SP:Iteration 19Q (1337.432922 sec): 3 clusters Score: Raw -2974860.648075 + Penalty 1964.354068 = -2972896.294008 nChanged 8 SP:Iteration 20F (1337.518832 sec): 3 clusters Score: Raw -2974865.178288 + Penalty 1964.354068 = -2972900.824220 nChanged 8 SP:Iteration 21Q (1337.593928 sec): 3 clusters Score: Raw -2974869.764924 + Penalty 1964.354068 = -2972905.410856 nChanged 11 SP:Iteration 22Q (1337.670489 sec): 3 clusters Score: Raw -2974879.130099 + Penalty 1964.354068 = -2972914.776031 nChanged 11 SP:Iteration 23Q (1337.741152 sec): 3 clusters Score: Raw -2974889.266847 + Penalty 1964.354068 = -2972924.912779 nChanged 12 SP:Iteration 24Q (1337.828703 sec): 3 clusters Score: Raw -2974897.951986 + Penalty 1964.354068 = -2972933.597919 nChanged 10 SP:Iteration 25Q (1337.904454 sec): 3 clusters Score: Raw -2974904.124035 + Penalty 1964.354068 = -2972939.769967 nChanged 7 SP:Iteration 26Q (1337.976420 sec): 3 clusters Score: Raw -2974906.663713 + Penalty 1964.354068 = -2972942.309645 nChanged 2 SP:Iteration 27Q (1338.049859 sec): 3 clusters Score: Raw -2974907.838215 + Penalty 1964.354068 = -2972943.484148 nChanged 2 SP:Iteration 28Q (1338.126970 sec): 3 clusters Score: Raw -2974908.253346 + Penalty 1964.354068 = -2972943.899278 nChanged 1 SP:Iteration 29Q (1338.204514 sec): 3 clusters Score: Raw -2974908.421213 + Penalty 1964.354068 = -2972944.067145 nChanged 0 SP:Iteration 30F (1338.291904 sec): 3 clusters Score: Raw -2974908.421213 + Penalty 1964.354068 = -2972944.067145 nChanged 0 Trying to split cluster 22 (119832 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1338.440181 sec): 2 clusters Score: Raw -11511916.679893 + Penalty 1110.915374 = -11510805.764520 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1338.638784 sec): 3 clusters Score: Raw -11432625.645441 + Penalty 2221.830748 = -11430403.814693 nChanged 57997 SP:Iteration 1F (1338.836081 sec): 3 clusters Score: Raw -11467045.665306 + Penalty 2221.830748 = -11464823.834558 nChanged 4018 SP:Iteration 2Q (1339.041094 sec): 3 clusters Score: Raw -11468094.208824 + Penalty 2221.830748 = -11465872.378076 nChanged 4261 SP:Iteration 3Q (1339.243375 sec): 3 clusters Score: Raw -11469444.552786 + Penalty 2221.830748 = -11467222.722038 nChanged 4795 SP:Iteration 4Q (1339.444308 sec): 3 clusters Score: Raw -11471274.780350 + Penalty 2221.830748 = -11469052.949602 nChanged 5682 SP:Iteration 5Q (1339.648261 sec): 3 clusters Score: Raw -11473870.412273 + Penalty 2221.830748 = -11471648.581526 nChanged 6811 SP:Iteration 6F (1339.835150 sec): 3 clusters Score: Raw -11477527.919772 + Penalty 2221.830748 = -11475306.089024 nChanged 7628 SP:Iteration 7F (1340.033952 sec): 3 clusters Score: Raw -11482116.311440 + Penalty 2221.830748 = -11479894.480692 nChanged 7796 SP:Iteration 8F (1340.222855 sec): 3 clusters Score: Raw -11487413.044767 + Penalty 2221.830748 = -11485191.214019 nChanged 7471 SP:Iteration 9F (1340.420000 sec): 3 clusters Score: Raw -11492813.824400 + Penalty 2221.830748 = -11490591.993652 nChanged 6332 SP:Iteration 10F (1340.614860 sec): 3 clusters Score: Raw -11497254.802111 + Penalty 2221.830748 = -11495032.971364 nChanged 4820 SP:Iteration 11Q (1340.811107 sec): 3 clusters Score: Raw -11500211.590209 + Penalty 2221.830748 = -11497989.759461 nChanged 3626 SP:Iteration 12Q (1340.996210 sec): 3 clusters Score: Raw -11502323.792984 + Penalty 2221.830748 = -11500101.962236 nChanged 3004 SP:Iteration 13Q (1341.173799 sec): 3 clusters Score: Raw -11504037.728454 + Penalty 2221.830748 = -11501815.897706 nChanged 2611 SP:Iteration 14Q (1341.358769 sec): 3 clusters Score: Raw -11505504.454763 + Penalty 2221.830748 = -11503282.624016 nChanged 2380 SP:Iteration 15Q (1341.547840 sec): 3 clusters Score: Raw -11506903.478052 + Penalty 2221.830748 = -11504681.647305 nChanged 2152 SP:Iteration 16Q (1341.718861 sec): 3 clusters Score: Raw -11508241.781074 + Penalty 2221.830748 = -11506019.950326 nChanged 1798 SP:Iteration 17Q (1341.891865 sec): 3 clusters Score: Raw -11509355.542916 + Penalty 2221.830748 = -11507133.712168 nChanged 1380 SP:Iteration 18Q (1342.068558 sec): 3 clusters Score: Raw -11510159.720770 + Penalty 2221.830748 = -11507937.890022 nChanged 1075 SP:Iteration 19Q (1342.240836 sec): 3 clusters Score: Raw -11510784.251720 + Penalty 2221.830748 = -11508562.420972 nChanged 834 SP:Iteration 20F (1342.436095 sec): 3 clusters Score: Raw -11511262.783287 + Penalty 2221.830748 = -11509040.952539 nChanged 622 SP:Iteration 21Q (1342.596330 sec): 3 clusters Score: Raw -11511595.747517 + Penalty 2221.830748 = -11509373.916769 nChanged 448 SP:Iteration 22Q (1342.760184 sec): 3 clusters Score: Raw -11511810.400943 + Penalty 2221.830748 = -11509588.570195 nChanged 327 SP:Iteration 23Q (1342.923825 sec): 3 clusters Score: Raw -11511949.797961 + Penalty 2221.830748 = -11509727.967213 nChanged 227 SP:Iteration 24Q (1343.072538 sec): 3 clusters Score: Raw -11512037.290794 + Penalty 2221.830748 = -11509815.460046 nChanged 197 SP:Iteration 25Q (1343.248336 sec): 3 clusters Score: Raw -11512116.805077 + Penalty 2221.830748 = -11509894.974330 nChanged 171 SP:Iteration 26Q (1343.412333 sec): 3 clusters Score: Raw -11512188.680973 + Penalty 2221.830748 = -11509966.850225 nChanged 134 SP:Iteration 27Q (1343.583380 sec): 3 clusters Score: Raw -11512253.975184 + Penalty 2221.830748 = -11510032.144436 nChanged 122 SP:Iteration 28Q (1343.749261 sec): 3 clusters Score: Raw -11512324.929229 + Penalty 2221.830748 = -11510103.098481 nChanged 109 SP:Iteration 29Q (1343.909630 sec): 3 clusters Score: Raw -11512387.132386 + Penalty 2221.830748 = -11510165.301639 nChanged 82 SP:Iteration 30Q (1344.067246 sec): 3 clusters Score: Raw -11512428.038530 + Penalty 2221.830748 = -11510206.207782 nChanged 67 SP:Iteration 31Q (1344.230827 sec): 3 clusters Score: Raw -11512469.563578 + Penalty 2221.830748 = -11510247.732830 nChanged 54 SP:Iteration 32Q (1344.398073 sec): 3 clusters Score: Raw -11512497.165500 + Penalty 2221.830748 = -11510275.334753 nChanged 56 SP:Iteration 33Q (1344.543829 sec): 3 clusters Score: Raw -11512526.828104 + Penalty 2221.830748 = -11510304.997356 nChanged 65 SP:Iteration 34Q (1344.711126 sec): 3 clusters Score: Raw -11512561.075227 + Penalty 2221.830748 = -11510339.244479 nChanged 70 SP:Iteration 35Q (1344.872929 sec): 3 clusters Score: Raw -11512609.697307 + Penalty 2221.830748 = -11510387.866559 nChanged 90 SP:Iteration 36Q (1345.038711 sec): 3 clusters Score: Raw -11512674.368786 + Penalty 2221.830748 = -11510452.538039 nChanged 79 SP:Iteration 37Q (1345.200066 sec): 3 clusters Score: Raw -11512731.802475 + Penalty 2221.830748 = -11510509.971727 nChanged 80 SP:Iteration 38Q (1345.362249 sec): 3 clusters Score: Raw -11512782.161449 + Penalty 2221.830748 = -11510560.330702 nChanged 72 SP:Iteration 39Q (1345.515254 sec): 3 clusters Score: Raw -11512830.194958 + Penalty 2221.830748 = -11510608.364210 nChanged 66 SP:Iteration 40F (1345.711910 sec): 3 clusters Score: Raw -11512922.824970 + Penalty 2221.830748 = -11510700.994222 nChanged 94 SP:Iteration 41Q (1345.881350 sec): 3 clusters Score: Raw -11512993.615190 + Penalty 2221.830748 = -11510771.784442 nChanged 89 SP:Iteration 42Q (1346.048954 sec): 3 clusters Score: Raw -11513043.730039 + Penalty 2221.830748 = -11510821.899291 nChanged 73 SP:Iteration 43Q (1346.214281 sec): 3 clusters Score: Raw -11513080.222645 + Penalty 2221.830748 = -11510858.391897 nChanged 70 SP:Iteration 44Q (1346.378006 sec): 3 clusters Score: Raw -11513110.918715 + Penalty 2221.830748 = -11510889.087968 nChanged 56 SP:Iteration 45Q (1346.541947 sec): 3 clusters Score: Raw -11513130.697897 + Penalty 2221.830748 = -11510908.867149 nChanged 47 SP:Iteration 46Q (1346.707055 sec): 3 clusters Score: Raw -11513147.143946 + Penalty 2221.830748 = -11510925.313198 nChanged 54 SP:Iteration 47Q (1346.862783 sec): 3 clusters Score: Raw -11513161.444960 + Penalty 2221.830748 = -11510939.614213 nChanged 40 SP:Iteration 48Q (1347.030925 sec): 3 clusters Score: Raw -11513172.096660 + Penalty 2221.830748 = -11510950.265912 nChanged 33 SP:Iteration 49Q (1347.191182 sec): 3 clusters Score: Raw -11513180.961380 + Penalty 2221.830748 = -11510959.130632 nChanged 29 SP:Iteration 50Q (1347.352864 sec): 3 clusters Score: Raw -11513187.870358 + Penalty 2221.830748 = -11510966.039611 nChanged 24 SP:Iteration 51Q (1347.505958 sec): 3 clusters Score: Raw -11513190.999547 + Penalty 2221.830748 = -11510969.168800 nChanged 15 SP:Iteration 52Q (1347.653759 sec): 3 clusters Score: Raw -11513193.808492 + Penalty 2221.830748 = -11510971.977744 nChanged 10 SP:Iteration 53Q (1347.811802 sec): 3 clusters Score: Raw -11513195.066793 + Penalty 2221.830748 = -11510973.236045 nChanged 10 SP:Iteration 54Q (1347.958735 sec): 3 clusters Score: Raw -11513195.989224 + Penalty 2221.830748 = -11510974.158476 nChanged 5 SP:Iteration 55Q (1348.120139 sec): 3 clusters Score: Raw -11513196.626897 + Penalty 2221.830748 = -11510974.796150 nChanged 7 SP:Iteration 56Q (1348.285958 sec): 3 clusters Score: Raw -11513197.337386 + Penalty 2221.830748 = -11510975.506638 nChanged 4 SP:Iteration 57Q (1348.451726 sec): 3 clusters Score: Raw -11513197.610974 + Penalty 2221.830748 = -11510975.780226 nChanged 2 SP:Iteration 58Q (1348.613967 sec): 3 clusters Score: Raw -11513197.684104 + Penalty 2221.830748 = -11510975.853356 nChanged 1 SP:Iteration 59Q (1348.767374 sec): 3 clusters Score: Raw -11513197.756615 + Penalty 2221.830748 = -11510975.925867 nChanged 0 SP:Iteration 60F (1348.951840 sec): 3 clusters Score: Raw -11513204.146764 + Penalty 2221.830748 = -11510982.316016 nChanged 10 SP:Iteration 61Q (1349.113919 sec): 3 clusters Score: Raw -11513206.996693 + Penalty 2221.830748 = -11510985.165945 nChanged 12 SP:Iteration 62Q (1349.284246 sec): 3 clusters Score: Raw -11513209.071636 + Penalty 2221.830748 = -11510987.240888 nChanged 13 SP:Iteration 63Q (1349.439802 sec): 3 clusters Score: Raw -11513211.080135 + Penalty 2221.830748 = -11510989.249387 nChanged 10 SP:Iteration 64Q (1349.596731 sec): 3 clusters Score: Raw -11513212.381628 + Penalty 2221.830748 = -11510990.550881 nChanged 6 SP:Iteration 65Q (1349.759410 sec): 3 clusters Score: Raw -11513213.095182 + Penalty 2221.830748 = -11510991.264435 nChanged 5 SP:Iteration 66Q (1349.923097 sec): 3 clusters Score: Raw -11513214.012042 + Penalty 2221.830748 = -11510992.181294 nChanged 8 SP:Iteration 67Q (1350.077688 sec): 3 clusters Score: Raw -11513214.771954 + Penalty 2221.830748 = -11510992.941206 nChanged 3 SP:Iteration 68Q (1350.256300 sec): 3 clusters Score: Raw -11513215.052717 + Penalty 2221.830748 = -11510993.221969 nChanged 5 SP:Iteration 69Q (1350.406619 sec): 3 clusters Score: Raw -11513215.503075 + Penalty 2221.830748 = -11510993.672327 nChanged 5 SP:Iteration 70Q (1350.562064 sec): 3 clusters Score: Raw -11513216.007943 + Penalty 2221.830748 = -11510994.177195 nChanged 6 SP:Iteration 71Q (1350.732936 sec): 3 clusters Score: Raw -11513216.875843 + Penalty 2221.830748 = -11510995.045095 nChanged 6 SP:Iteration 72Q (1350.892425 sec): 3 clusters Score: Raw -11513217.540492 + Penalty 2221.830748 = -11510995.709744 nChanged 4 SP:Iteration 73Q (1351.050391 sec): 3 clusters Score: Raw -11513218.125258 + Penalty 2221.830748 = -11510996.294511 nChanged 4 SP:Iteration 74Q (1351.215744 sec): 3 clusters Score: Raw -11513218.553159 + Penalty 2221.830748 = -11510996.722412 nChanged 6 SP:Iteration 75Q (1351.377443 sec): 3 clusters Score: Raw -11513219.281564 + Penalty 2221.830748 = -11510997.450816 nChanged 4 SP:Iteration 76Q (1351.535510 sec): 3 clusters Score: Raw -11513219.735724 + Penalty 2221.830748 = -11510997.904976 nChanged 4 SP:Iteration 77Q (1351.694741 sec): 3 clusters Score: Raw -11513219.978507 + Penalty 2221.830748 = -11510998.147759 nChanged 3 SP:Iteration 78Q (1351.854773 sec): 3 clusters Score: Raw -11513220.092137 + Penalty 2221.830748 = -11510998.261390 nChanged 1 SP:Iteration 79Q (1352.046095 sec): 3 clusters Score: Raw -11513220.178239 + Penalty 2221.830748 = -11510998.347491 nChanged 1 SP:Iteration 80F (1352.241474 sec): 3 clusters Score: Raw -11513220.235245 + Penalty 2221.830748 = -11510998.404498 nChanged 1 SP:Iteration 81Q (1352.403281 sec): 3 clusters Score: Raw -11513220.442532 + Penalty 2221.830748 = -11510998.611784 nChanged 1 SP:Iteration 82Q (1352.568235 sec): 3 clusters Score: Raw -11513220.800132 + Penalty 2221.830748 = -11510998.969384 nChanged 2 SP:Iteration 83Q (1352.729922 sec): 3 clusters Score: Raw -11513221.009737 + Penalty 2221.830748 = -11510999.178989 nChanged 2 SP:Iteration 84Q (1352.885800 sec): 3 clusters Score: Raw -11513221.151224 + Penalty 2221.830748 = -11510999.320476 nChanged 2 SP:Iteration 85Q (1353.043134 sec): 3 clusters Score: Raw -11513221.324073 + Penalty 2221.830748 = -11510999.493325 nChanged 1 SP:Iteration 86Q (1353.193846 sec): 3 clusters Score: Raw -11513221.380163 + Penalty 2221.830748 = -11510999.549415 nChanged 1 SP:Iteration 87Q (1353.344025 sec): 3 clusters Score: Raw -11513221.406802 + Penalty 2221.830748 = -11510999.576054 nChanged 0 SP:Iteration 88F (1353.531334 sec): 3 clusters Score: Raw -11513221.406802 + Penalty 2221.830748 = -11510999.576054 nChanged 0 Score: Raw -89550421.173960 + Penalty 49805.239891 = -89500615.934069 Splitting cluster 22 changes total score from -89500470.906368 to -89500615.934069 So it's getting split into cluster 38. Trying to split cluster 23 (183 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1371.013035 sec): 2 clusters Score: Raw -13046.027017 + Penalty 494.901185 = -12551.125833 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1371.057167 sec): 3 clusters Score: Raw -13172.845474 + Penalty 989.802369 = -12183.043105 nChanged 56 SP:Iteration 1F (1371.100888 sec): 3 clusters Score: Raw -13283.931984 + Penalty 989.802369 = -12294.129615 nChanged 11 SP:Iteration 2F (1371.147711 sec): 3 clusters Score: Raw -13309.733345 + Penalty 989.802369 = -12319.930976 nChanged 11 SP:Iteration 3F (1371.184148 sec): 3 clusters Score: Raw -13326.419830 + Penalty 989.802369 = -12336.617461 nChanged 5 SP:Iteration 4Q (1371.239895 sec): 3 clusters Score: Raw -13332.858066 + Penalty 989.802369 = -12343.055697 nChanged 2 SP:Iteration 5Q (1371.281493 sec): 3 clusters Score: Raw -13335.375820 + Penalty 989.802369 = -12345.573451 nChanged 1 SP:Iteration 6Q (1371.323443 sec): 3 clusters Score: Raw -13336.281573 + Penalty 989.802369 = -12346.479204 nChanged 1 SP:Iteration 7Q (1371.374929 sec): 3 clusters Score: Raw -13337.215569 + Penalty 989.802369 = -12347.413200 nChanged 1 SP:Iteration 8Q (1371.420419 sec): 3 clusters Score: Raw -13337.912842 + Penalty 989.802369 = -12348.110473 nChanged 0 SP:Iteration 9F (1371.471099 sec): 3 clusters Score: Raw -13337.912842 + Penalty 989.802369 = -12348.110473 nChanged 0 Trying to split cluster 24 (3256 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1371.500190 sec): 2 clusters Score: Raw -279847.735617 + Penalty 768.384199 = -279079.351418 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1371.549765 sec): 3 clusters Score: Raw -278120.225701 + Penalty 1536.768398 = -276583.457302 nChanged 1334 SP:Iteration 1F (1371.598785 sec): 3 clusters Score: Raw -278933.128192 + Penalty 1536.768398 = -277396.359794 nChanged 239 SP:Iteration 2F (1371.644376 sec): 3 clusters Score: Raw -279078.913761 + Penalty 1536.768398 = -277542.145363 nChanged 221 SP:Iteration 3F (1371.696746 sec): 3 clusters Score: Raw -279252.093790 + Penalty 1536.768398 = -277715.325392 nChanged 197 SP:Iteration 4F (1371.743789 sec): 3 clusters Score: Raw -279420.441758 + Penalty 1536.768398 = -277883.673360 nChanged 205 SP:Iteration 5F (1371.803464 sec): 3 clusters Score: Raw -279588.233011 + Penalty 1536.768398 = -278051.464613 nChanged 159 SP:Iteration 6Q (1371.853714 sec): 3 clusters Score: Raw -279692.039770 + Penalty 1536.768398 = -278155.271372 nChanged 126 SP:Iteration 7Q (1371.894493 sec): 3 clusters Score: Raw -279774.388960 + Penalty 1536.768398 = -278237.620561 nChanged 99 SP:Iteration 8Q (1371.958628 sec): 3 clusters Score: Raw -279832.627587 + Penalty 1536.768398 = -278295.859189 nChanged 79 SP:Iteration 9Q (1372.009846 sec): 3 clusters Score: Raw -279877.550138 + Penalty 1536.768398 = -278340.781740 nChanged 54 SP:Iteration 10Q (1372.049335 sec): 3 clusters Score: Raw -279906.705450 + Penalty 1536.768398 = -278369.937051 nChanged 52 SP:Iteration 11Q (1372.108735 sec): 3 clusters Score: Raw -279936.202188 + Penalty 1536.768398 = -278399.433790 nChanged 37 SP:Iteration 12Q (1372.158307 sec): 3 clusters Score: Raw -279956.214834 + Penalty 1536.768398 = -278419.446435 nChanged 30 SP:Iteration 13Q (1372.202694 sec): 3 clusters Score: Raw -279973.933558 + Penalty 1536.768398 = -278437.165160 nChanged 24 SP:Iteration 14Q (1372.253198 sec): 3 clusters Score: Raw -279989.663842 + Penalty 1536.768398 = -278452.895444 nChanged 26 SP:Iteration 15Q (1372.293606 sec): 3 clusters Score: Raw -280004.670848 + Penalty 1536.768398 = -278467.902450 nChanged 19 SP:Iteration 16Q (1372.353280 sec): 3 clusters Score: Raw -280016.978068 + Penalty 1536.768398 = -278480.209669 nChanged 21 SP:Iteration 17Q (1372.404351 sec): 3 clusters Score: Raw -280028.552122 + Penalty 1536.768398 = -278491.783724 nChanged 19 SP:Iteration 18Q (1372.451836 sec): 3 clusters Score: Raw -280039.944660 + Penalty 1536.768398 = -278503.176262 nChanged 18 SP:Iteration 19Q (1372.499382 sec): 3 clusters Score: Raw -280057.763827 + Penalty 1536.768398 = -278520.995429 nChanged 15 SP:Iteration 20F (1372.546792 sec): 3 clusters Score: Raw -280081.159198 + Penalty 1536.768398 = -278544.390800 nChanged 22 SP:Iteration 21Q (1372.583468 sec): 3 clusters Score: Raw -280108.766786 + Penalty 1536.768398 = -278571.998388 nChanged 17 SP:Iteration 22Q (1372.630491 sec): 3 clusters Score: Raw -280119.961563 + Penalty 1536.768398 = -278583.193165 nChanged 12 SP:Iteration 23Q (1372.684319 sec): 3 clusters Score: Raw -280125.931754 + Penalty 1536.768398 = -278589.163355 nChanged 8 SP:Iteration 24Q (1372.730909 sec): 3 clusters Score: Raw -280130.199606 + Penalty 1536.768398 = -278593.431208 nChanged 6 SP:Iteration 25Q (1372.771134 sec): 3 clusters Score: Raw -280133.482044 + Penalty 1536.768398 = -278596.713646 nChanged 5 SP:Iteration 26Q (1372.823142 sec): 3 clusters Score: Raw -280135.165833 + Penalty 1536.768398 = -278598.397435 nChanged 3 SP:Iteration 27Q (1372.868688 sec): 3 clusters Score: Raw -280135.723846 + Penalty 1536.768398 = -278598.955448 nChanged 0 SP:Iteration 28F (1372.928486 sec): 3 clusters Score: Raw -280135.723846 + Penalty 1536.768398 = -278598.955448 nChanged 0 Trying to split cluster 25 (25639 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1372.983164 sec): 2 clusters Score: Raw -2432432.349447 + Penalty 964.427641 = -2431467.921805 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1373.054807 sec): 3 clusters Score: Raw -2416447.617381 + Penalty 1928.855283 = -2414518.762099 nChanged 11923 SP:Iteration 1F (1373.123594 sec): 3 clusters Score: Raw -2424276.098125 + Penalty 1928.855283 = -2422347.242842 nChanged 1888 SP:Iteration 2F (1373.210007 sec): 3 clusters Score: Raw -2425791.387230 + Penalty 1928.855283 = -2423862.531947 nChanged 2088 SP:Iteration 3F (1373.281206 sec): 3 clusters Score: Raw -2427780.230078 + Penalty 1928.855283 = -2425851.374795 nChanged 2083 SP:Iteration 4F (1373.362394 sec): 3 clusters Score: Raw -2429884.511232 + Penalty 1928.855283 = -2427955.655949 nChanged 1810 SP:Iteration 5F (1373.446127 sec): 3 clusters Score: Raw -2431535.009875 + Penalty 1928.855283 = -2429606.154592 nChanged 1313 SP:Iteration 6F (1373.525728 sec): 3 clusters Score: Raw -2432543.655399 + Penalty 1928.855283 = -2430614.800116 nChanged 1005 SP:Iteration 7Q (1373.607912 sec): 3 clusters Score: Raw -2433267.433855 + Penalty 1928.855283 = -2431338.578572 nChanged 789 SP:Iteration 8Q (1373.685693 sec): 3 clusters Score: Raw -2433798.775445 + Penalty 1928.855283 = -2431869.920162 nChanged 609 SP:Iteration 9Q (1373.773808 sec): 3 clusters Score: Raw -2434151.242454 + Penalty 1928.855283 = -2432222.387172 nChanged 459 SP:Iteration 10Q (1373.857809 sec): 3 clusters Score: Raw -2434364.222975 + Penalty 1928.855283 = -2432435.367692 nChanged 346 SP:Iteration 11Q (1373.939323 sec): 3 clusters Score: Raw -2434493.213016 + Penalty 1928.855283 = -2432564.357733 nChanged 261 SP:Iteration 12Q (1374.011907 sec): 3 clusters Score: Raw -2434564.110550 + Penalty 1928.855283 = -2432635.255267 nChanged 180 SP:Iteration 13Q (1374.090655 sec): 3 clusters Score: Raw -2434601.818697 + Penalty 1928.855283 = -2432672.963414 nChanged 140 SP:Iteration 14Q (1374.175078 sec): 3 clusters Score: Raw -2434624.843902 + Penalty 1928.855283 = -2432695.988620 nChanged 113 SP:Iteration 15Q (1374.250080 sec): 3 clusters Score: Raw -2434639.684400 + Penalty 1928.855283 = -2432710.829118 nChanged 83 SP:Iteration 16Q (1374.321592 sec): 3 clusters Score: Raw -2434648.563542 + Penalty 1928.855283 = -2432719.708259 nChanged 70 SP:Iteration 17Q (1374.399732 sec): 3 clusters Score: Raw -2434655.108162 + Penalty 1928.855283 = -2432726.252879 nChanged 60 SP:Iteration 18Q (1374.475793 sec): 3 clusters Score: Raw -2434661.161817 + Penalty 1928.855283 = -2432732.306534 nChanged 60 SP:Iteration 19Q (1374.542215 sec): 3 clusters Score: Raw -2434669.058682 + Penalty 1928.855283 = -2432740.203400 nChanged 59 SP:Iteration 20F (1374.626381 sec): 3 clusters Score: Raw -2434674.717963 + Penalty 1928.855283 = -2432745.862681 nChanged 40 SP:Iteration 21Q (1374.695586 sec): 3 clusters Score: Raw -2434677.428497 + Penalty 1928.855283 = -2432748.573215 nChanged 33 SP:Iteration 22Q (1374.765168 sec): 3 clusters Score: Raw -2434679.203727 + Penalty 1928.855283 = -2432750.348444 nChanged 30 SP:Iteration 23Q (1374.833128 sec): 3 clusters Score: Raw -2434681.311537 + Penalty 1928.855283 = -2432752.456254 nChanged 36 SP:Iteration 24Q (1374.920172 sec): 3 clusters Score: Raw -2434683.678005 + Penalty 1928.855283 = -2432754.822723 nChanged 33 SP:Iteration 25Q (1374.987200 sec): 3 clusters Score: Raw -2434685.694509 + Penalty 1928.855283 = -2432756.839227 nChanged 28 SP:Iteration 26Q (1375.071011 sec): 3 clusters Score: Raw -2434687.491030 + Penalty 1928.855283 = -2432758.635747 nChanged 30 SP:Iteration 27Q (1375.147409 sec): 3 clusters Score: Raw -2434688.876817 + Penalty 1928.855283 = -2432760.021534 nChanged 27 SP:Iteration 28Q (1375.220289 sec): 3 clusters Score: Raw -2434689.969155 + Penalty 1928.855283 = -2432761.113872 nChanged 19 SP:Iteration 29Q (1375.287677 sec): 3 clusters Score: Raw -2434690.725490 + Penalty 1928.855283 = -2432761.870207 nChanged 13 SP:Iteration 30Q (1375.364751 sec): 3 clusters Score: Raw -2434691.214156 + Penalty 1928.855283 = -2432762.358874 nChanged 9 SP:Iteration 31Q (1375.449606 sec): 3 clusters Score: Raw -2434691.459719 + Penalty 1928.855283 = -2432762.604436 nChanged 3 SP:Iteration 32Q (1375.523881 sec): 3 clusters Score: Raw -2434691.576584 + Penalty 1928.855283 = -2432762.721301 nChanged 5 SP:Iteration 33Q (1375.591068 sec): 3 clusters Score: Raw -2434691.717618 + Penalty 1928.855283 = -2432762.862335 nChanged 1 SP:Iteration 34Q (1375.669204 sec): 3 clusters Score: Raw -2434691.728752 + Penalty 1928.855283 = -2432762.873470 nChanged 1 SP:Iteration 35Q (1375.744827 sec): 3 clusters Score: Raw -2434691.738726 + Penalty 1928.855283 = -2432762.883444 nChanged 1 SP:Iteration 36Q (1375.819283 sec): 3 clusters Score: Raw -2434691.750197 + Penalty 1928.855283 = -2432762.894915 nChanged 0 SP:Iteration 37F (1375.903326 sec): 3 clusters Score: Raw -2434691.750197 + Penalty 1928.855283 = -2432762.894915 nChanged 0 Score: Raw -89552680.574711 + Penalty 51115.904099 = -89501564.670613 Splitting cluster 25 changes total score from -89500470.906368 to -89501564.670613 So it's getting split into cluster 39. Trying to split cluster 26 (3281 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1393.875188 sec): 2 clusters Score: Raw -293002.057874 + Penalty 769.110836 = -292232.947038 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1393.929866 sec): 3 clusters Score: Raw -291312.460389 + Penalty 1538.221671 = -289774.238718 nChanged 1355 SP:Iteration 1F (1393.969298 sec): 3 clusters Score: Raw -292079.301197 + Penalty 1538.221671 = -290541.079525 nChanged 263 SP:Iteration 2F (1394.021180 sec): 3 clusters Score: Raw -292258.386681 + Penalty 1538.221671 = -290720.165009 nChanged 202 SP:Iteration 3F (1394.076811 sec): 3 clusters Score: Raw -292405.630913 + Penalty 1538.221671 = -290867.409242 nChanged 180 SP:Iteration 4F (1394.118547 sec): 3 clusters Score: Raw -292536.858578 + Penalty 1538.221671 = -290998.636907 nChanged 149 SP:Iteration 5Q (1394.168139 sec): 3 clusters Score: Raw -292645.947225 + Penalty 1538.221671 = -291107.725553 nChanged 136 SP:Iteration 6Q (1394.201512 sec): 3 clusters Score: Raw -292745.190946 + Penalty 1538.221671 = -291206.969275 nChanged 131 SP:Iteration 7Q (1394.253185 sec): 3 clusters Score: Raw -292841.659792 + Penalty 1538.221671 = -291303.438121 nChanged 94 SP:Iteration 8Q (1394.311193 sec): 3 clusters Score: Raw -292898.119297 + Penalty 1538.221671 = -291359.897625 nChanged 77 SP:Iteration 9Q (1394.362239 sec): 3 clusters Score: Raw -292938.880741 + Penalty 1538.221671 = -291400.659070 nChanged 69 SP:Iteration 10Q (1394.414324 sec): 3 clusters Score: Raw -292981.258941 + Penalty 1538.221671 = -291443.037269 nChanged 57 SP:Iteration 11Q (1394.456370 sec): 3 clusters Score: Raw -293015.459106 + Penalty 1538.221671 = -291477.237434 nChanged 58 SP:Iteration 12Q (1394.512245 sec): 3 clusters Score: Raw -293046.742729 + Penalty 1538.221671 = -291508.521057 nChanged 44 SP:Iteration 13Q (1394.564728 sec): 3 clusters Score: Raw -293070.851140 + Penalty 1538.221671 = -291532.629468 nChanged 42 SP:Iteration 14Q (1394.609295 sec): 3 clusters Score: Raw -293093.279426 + Penalty 1538.221671 = -291555.057754 nChanged 40 SP:Iteration 15Q (1394.653981 sec): 3 clusters Score: Raw -293113.075330 + Penalty 1538.221671 = -291574.853659 nChanged 35 SP:Iteration 16Q (1394.709174 sec): 3 clusters Score: Raw -293129.299026 + Penalty 1538.221671 = -291591.077354 nChanged 23 SP:Iteration 17Q (1394.761567 sec): 3 clusters Score: Raw -293138.824471 + Penalty 1538.221671 = -291600.602800 nChanged 17 SP:Iteration 18Q (1394.806757 sec): 3 clusters Score: Raw -293145.493704 + Penalty 1538.221671 = -291607.272033 nChanged 24 SP:Iteration 19Q (1394.850077 sec): 3 clusters Score: Raw -293153.792904 + Penalty 1538.221671 = -291615.571233 nChanged 23 SP:Iteration 20F (1394.901105 sec): 3 clusters Score: Raw -293164.701310 + Penalty 1538.221671 = -291626.479639 nChanged 29 SP:Iteration 21Q (1394.961198 sec): 3 clusters Score: Raw -293182.995126 + Penalty 1538.221671 = -291644.773455 nChanged 30 SP:Iteration 22Q (1395.011853 sec): 3 clusters Score: Raw -293201.424208 + Penalty 1538.221671 = -291663.202537 nChanged 34 SP:Iteration 23Q (1395.050553 sec): 3 clusters Score: Raw -293222.610257 + Penalty 1538.221671 = -291684.388586 nChanged 25 SP:Iteration 24Q (1395.103887 sec): 3 clusters Score: Raw -293239.555767 + Penalty 1538.221671 = -291701.334096 nChanged 23 SP:Iteration 25Q (1395.158036 sec): 3 clusters Score: Raw -293254.040392 + Penalty 1538.221671 = -291715.818721 nChanged 16 SP:Iteration 26Q (1395.206031 sec): 3 clusters Score: Raw -293260.981597 + Penalty 1538.221671 = -291722.759926 nChanged 11 SP:Iteration 27Q (1395.257005 sec): 3 clusters Score: Raw -293264.020397 + Penalty 1538.221671 = -291725.798726 nChanged 12 SP:Iteration 28Q (1395.308306 sec): 3 clusters Score: Raw -293269.663925 + Penalty 1538.221671 = -291731.442254 nChanged 12 SP:Iteration 29Q (1395.354198 sec): 3 clusters Score: Raw -293274.345713 + Penalty 1538.221671 = -291736.124042 nChanged 10 SP:Iteration 30Q (1395.399498 sec): 3 clusters Score: Raw -293277.779212 + Penalty 1538.221671 = -291739.557541 nChanged 5 SP:Iteration 31Q (1395.462435 sec): 3 clusters Score: Raw -293280.241583 + Penalty 1538.221671 = -291742.019912 nChanged 6 SP:Iteration 32Q (1395.514500 sec): 3 clusters Score: Raw -293282.929471 + Penalty 1538.221671 = -291744.707800 nChanged 4 SP:Iteration 33Q (1395.556949 sec): 3 clusters Score: Raw -293283.852806 + Penalty 1538.221671 = -291745.631135 nChanged 0 SP:Iteration 34F (1395.608004 sec): 3 clusters Score: Raw -293283.852806 + Penalty 1538.221671 = -291745.631135 nChanged 0 Trying to split cluster 27 (5297 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1395.643124 sec): 2 clusters Score: Raw -493190.229755 + Penalty 814.615111 = -492375.614644 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1395.693453 sec): 3 clusters Score: Raw -490255.830943 + Penalty 1629.230221 = -488626.600721 nChanged 2219 SP:Iteration 1F (1395.747549 sec): 3 clusters Score: Raw -491606.616044 + Penalty 1629.230221 = -489977.385823 nChanged 427 SP:Iteration 2F (1395.784317 sec): 3 clusters Score: Raw -491855.672150 + Penalty 1629.230221 = -490226.441928 nChanged 366 SP:Iteration 3F (1395.843702 sec): 3 clusters Score: Raw -492063.921337 + Penalty 1629.230221 = -490434.691116 nChanged 314 SP:Iteration 4F (1395.890784 sec): 3 clusters Score: Raw -492258.657746 + Penalty 1629.230221 = -490629.427525 nChanged 267 SP:Iteration 5F (1395.946219 sec): 3 clusters Score: Raw -492421.534106 + Penalty 1629.230221 = -490792.303885 nChanged 207 SP:Iteration 6Q (1396.005047 sec): 3 clusters Score: Raw -492529.173527 + Penalty 1629.230221 = -490899.943306 nChanged 160 SP:Iteration 7Q (1396.063032 sec): 3 clusters Score: Raw -492608.542295 + Penalty 1629.230221 = -490979.312073 nChanged 141 SP:Iteration 8Q (1396.123975 sec): 3 clusters Score: Raw -492683.753050 + Penalty 1629.230221 = -491054.522829 nChanged 118 SP:Iteration 9Q (1396.178940 sec): 3 clusters Score: Raw -492751.485180 + Penalty 1629.230221 = -491122.254958 nChanged 114 SP:Iteration 10Q (1396.233329 sec): 3 clusters Score: Raw -492825.452091 + Penalty 1629.230221 = -491196.221869 nChanged 115 SP:Iteration 11Q (1396.288570 sec): 3 clusters Score: Raw -492914.818468 + Penalty 1629.230221 = -491285.588247 nChanged 112 SP:Iteration 12Q (1396.334654 sec): 3 clusters Score: Raw -493005.437795 + Penalty 1629.230221 = -491376.207573 nChanged 103 SP:Iteration 13Q (1396.386830 sec): 3 clusters Score: Raw -493094.747484 + Penalty 1629.230221 = -491465.517263 nChanged 82 SP:Iteration 14Q (1396.428779 sec): 3 clusters Score: Raw -493168.014493 + Penalty 1629.230221 = -491538.784272 nChanged 65 SP:Iteration 15Q (1396.493865 sec): 3 clusters Score: Raw -493213.837084 + Penalty 1629.230221 = -491584.606863 nChanged 47 SP:Iteration 16Q (1396.534281 sec): 3 clusters Score: Raw -493235.084660 + Penalty 1629.230221 = -491605.854438 nChanged 32 SP:Iteration 17Q (1396.586229 sec): 3 clusters Score: Raw -493248.384510 + Penalty 1629.230221 = -491619.154288 nChanged 21 SP:Iteration 18Q (1396.654202 sec): 3 clusters Score: Raw -493258.030088 + Penalty 1629.230221 = -491628.799867 nChanged 24 SP:Iteration 19Q (1396.703310 sec): 3 clusters Score: Raw -493267.007417 + Penalty 1629.230221 = -491637.777196 nChanged 16 SP:Iteration 20F (1396.749225 sec): 3 clusters Score: Raw -493272.261888 + Penalty 1629.230221 = -491643.031667 nChanged 13 SP:Iteration 21Q (1396.790884 sec): 3 clusters Score: Raw -493277.697448 + Penalty 1629.230221 = -491648.467227 nChanged 12 SP:Iteration 22Q (1396.838586 sec): 3 clusters Score: Raw -493282.095859 + Penalty 1629.230221 = -491652.865638 nChanged 16 SP:Iteration 23Q (1396.884361 sec): 3 clusters Score: Raw -493290.212466 + Penalty 1629.230221 = -491660.982245 nChanged 16 SP:Iteration 24Q (1396.934474 sec): 3 clusters Score: Raw -493298.415748 + Penalty 1629.230221 = -491669.185527 nChanged 15 SP:Iteration 25Q (1396.978939 sec): 3 clusters Score: Raw -493303.455992 + Penalty 1629.230221 = -491674.225771 nChanged 11 SP:Iteration 26Q (1397.015345 sec): 3 clusters Score: Raw -493307.252450 + Penalty 1629.230221 = -491678.022229 nChanged 10 SP:Iteration 27Q (1397.071277 sec): 3 clusters Score: Raw -493311.444921 + Penalty 1629.230221 = -491682.214699 nChanged 13 SP:Iteration 28Q (1397.115653 sec): 3 clusters Score: Raw -493315.725276 + Penalty 1629.230221 = -491686.495054 nChanged 10 SP:Iteration 29Q (1397.151583 sec): 3 clusters Score: Raw -493319.415837 + Penalty 1629.230221 = -491690.185616 nChanged 11 SP:Iteration 30Q (1397.205156 sec): 3 clusters Score: Raw -493323.161453 + Penalty 1629.230221 = -491693.931232 nChanged 6 SP:Iteration 31Q (1397.240482 sec): 3 clusters Score: Raw -493324.483890 + Penalty 1629.230221 = -491695.253668 nChanged 6 SP:Iteration 32Q (1397.294440 sec): 3 clusters Score: Raw -493326.556111 + Penalty 1629.230221 = -491697.325890 nChanged 3 SP:Iteration 33Q (1397.346782 sec): 3 clusters Score: Raw -493327.215012 + Penalty 1629.230221 = -491697.984790 nChanged 3 SP:Iteration 34Q (1397.400619 sec): 3 clusters Score: Raw -493328.060275 + Penalty 1629.230221 = -491698.830054 nChanged 1 SP:Iteration 35Q (1397.450125 sec): 3 clusters Score: Raw -493328.164528 + Penalty 1629.230221 = -491698.934307 nChanged 0 SP:Iteration 36F (1397.505403 sec): 3 clusters Score: Raw -493328.164528 + Penalty 1629.230221 = -491698.934307 nChanged 0 Trying to split cluster 28 (811 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1397.530489 sec): 2 clusters Score: Raw -71572.069947 + Penalty 636.335465 = -70935.734482 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1397.584635 sec): 3 clusters Score: Raw -71283.355835 + Penalty 1272.670930 = -70010.684905 nChanged 265 SP:Iteration 1F (1397.627685 sec): 3 clusters Score: Raw -71517.633171 + Penalty 1272.670930 = -70244.962241 nChanged 66 SP:Iteration 2F (1397.678123 sec): 3 clusters Score: Raw -71589.248320 + Penalty 1272.670930 = -70316.577390 nChanged 42 SP:Iteration 3F (1397.725357 sec): 3 clusters Score: Raw -71625.889520 + Penalty 1272.670930 = -70353.218589 nChanged 29 SP:Iteration 4Q (1397.782832 sec): 3 clusters Score: Raw -71644.312679 + Penalty 1272.670930 = -70371.641749 nChanged 12 SP:Iteration 5Q (1397.828197 sec): 3 clusters Score: Raw -71654.134380 + Penalty 1272.670930 = -70381.463450 nChanged 11 SP:Iteration 6Q (1397.877757 sec): 3 clusters Score: Raw -71660.836594 + Penalty 1272.670930 = -70388.165664 nChanged 8 SP:Iteration 7Q (1397.917555 sec): 3 clusters Score: Raw -71670.335339 + Penalty 1272.670930 = -70397.664409 nChanged 5 SP:Iteration 8Q (1397.969418 sec): 3 clusters Score: Raw -71673.167634 + Penalty 1272.670930 = -70400.496704 nChanged 2 SP:Iteration 9Q (1398.019845 sec): 3 clusters Score: Raw -71674.422308 + Penalty 1272.670930 = -70401.751378 nChanged 1 SP:Iteration 10Q (1398.058127 sec): 3 clusters Score: Raw -71674.568921 + Penalty 1272.670930 = -70401.897991 nChanged 0 SP:Iteration 11F (1398.103513 sec): 3 clusters Score: Raw -71674.568921 + Penalty 1272.670930 = -70401.897991 nChanged 0 Trying to split cluster 29 (37422 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1398.181026 sec): 2 clusters Score: Raw -3581415.857429 + Penalty 1000.351334 = -3580415.506095 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1398.269098 sec): 3 clusters Score: Raw -3557668.941851 + Penalty 2000.702669 = -3555668.239183 nChanged 17625 SP:Iteration 1F (1398.363334 sec): 3 clusters Score: Raw -3567930.502321 + Penalty 2000.702669 = -3565929.799652 nChanged 2128 SP:Iteration 2F (1398.454544 sec): 3 clusters Score: Raw -3569007.340521 + Penalty 2000.702669 = -3567006.637852 nChanged 2743 SP:Iteration 3F (1398.549226 sec): 3 clusters Score: Raw -3570926.748832 + Penalty 2000.702669 = -3568926.046164 nChanged 3321 SP:Iteration 4F (1398.644123 sec): 3 clusters Score: Raw -3573831.837578 + Penalty 2000.702669 = -3571831.134909 nChanged 3351 SP:Iteration 5F (1398.736621 sec): 3 clusters Score: Raw -3577236.665333 + Penalty 2000.702669 = -3575235.962664 nChanged 2419 SP:Iteration 6F (1398.824800 sec): 3 clusters Score: Raw -3579728.967626 + Penalty 2000.702669 = -3577728.264958 nChanged 1164 SP:Iteration 7Q (1398.916693 sec): 3 clusters Score: Raw -3580874.154429 + Penalty 2000.702669 = -3578873.451760 nChanged 455 SP:Iteration 8Q (1398.993006 sec): 3 clusters Score: Raw -3581303.218200 + Penalty 2000.702669 = -3579302.515531 nChanged 202 SP:Iteration 9Q (1399.087912 sec): 3 clusters Score: Raw -3581476.991093 + Penalty 2000.702669 = -3579476.288424 nChanged 119 SP:Iteration 10Q (1399.167470 sec): 3 clusters Score: Raw -3581567.867968 + Penalty 2000.702669 = -3579567.165299 nChanged 82 SP:Iteration 11Q (1399.253585 sec): 3 clusters Score: Raw -3581618.490461 + Penalty 2000.702669 = -3579617.787792 nChanged 47 SP:Iteration 12Q (1399.335878 sec): 3 clusters Score: Raw -3581654.632761 + Penalty 2000.702669 = -3579653.930092 nChanged 42 SP:Iteration 13Q (1399.419310 sec): 3 clusters Score: Raw -3581673.325257 + Penalty 2000.702669 = -3579672.622588 nChanged 28 SP:Iteration 14Q (1399.500618 sec): 3 clusters Score: Raw -3581683.839011 + Penalty 2000.702669 = -3579683.136343 nChanged 18 SP:Iteration 15Q (1399.587410 sec): 3 clusters Score: Raw -3581693.914509 + Penalty 2000.702669 = -3579693.211841 nChanged 15 SP:Iteration 16Q (1399.667836 sec): 3 clusters Score: Raw -3581699.571689 + Penalty 2000.702669 = -3579698.869020 nChanged 9 SP:Iteration 17Q (1399.753878 sec): 3 clusters Score: Raw -3581701.740402 + Penalty 2000.702669 = -3579701.037733 nChanged 7 SP:Iteration 18Q (1399.844282 sec): 3 clusters Score: Raw -3581703.052566 + Penalty 2000.702669 = -3579702.349897 nChanged 8 SP:Iteration 19Q (1399.933558 sec): 3 clusters Score: Raw -3581706.160100 + Penalty 2000.702669 = -3579705.457432 nChanged 11 SP:Iteration 20F (1400.026410 sec): 3 clusters Score: Raw -3581710.449870 + Penalty 2000.702669 = -3579709.747202 nChanged 12 SP:Iteration 21Q (1400.100034 sec): 3 clusters Score: Raw -3581716.299617 + Penalty 2000.702669 = -3579715.596949 nChanged 22 SP:Iteration 22Q (1400.185176 sec): 3 clusters Score: Raw -3581721.820443 + Penalty 2000.702669 = -3579721.117775 nChanged 11 SP:Iteration 23Q (1400.260800 sec): 3 clusters Score: Raw -3581725.433917 + Penalty 2000.702669 = -3579724.731248 nChanged 12 SP:Iteration 24Q (1400.345548 sec): 3 clusters Score: Raw -3581728.519979 + Penalty 2000.702669 = -3579727.817310 nChanged 5 SP:Iteration 25Q (1400.431126 sec): 3 clusters Score: Raw -3581729.729772 + Penalty 2000.702669 = -3579729.027103 nChanged 2 SP:Iteration 26Q (1400.513125 sec): 3 clusters Score: Raw -3581730.178750 + Penalty 2000.702669 = -3579729.476081 nChanged 0 SP:Iteration 27F (1400.609534 sec): 3 clusters Score: Raw -3581730.178750 + Penalty 2000.702669 = -3579729.476081 nChanged 0 Trying to split cluster 30 (15998 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1400.650321 sec): 2 clusters Score: Raw -1504018.513867 + Penalty 919.620804 = -1503098.893063 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1400.718539 sec): 3 clusters Score: Raw -1494056.348458 + Penalty 1839.241609 = -1492217.106850 nChanged 7400 SP:Iteration 1F (1400.779766 sec): 3 clusters Score: Raw -1498442.910749 + Penalty 1839.241609 = -1496603.669140 nChanged 882 SP:Iteration 2F (1400.844695 sec): 3 clusters Score: Raw -1498836.310013 + Penalty 1839.241609 = -1496997.068404 nChanged 908 SP:Iteration 3F (1400.906145 sec): 3 clusters Score: Raw -1499278.429371 + Penalty 1839.241609 = -1497439.187762 nChanged 925 SP:Iteration 4F (1400.964799 sec): 3 clusters Score: Raw -1499778.934831 + Penalty 1839.241609 = -1497939.693222 nChanged 931 SP:Iteration 5F (1401.042551 sec): 3 clusters Score: Raw -1500293.871472 + Penalty 1839.241609 = -1498454.629864 nChanged 830 SP:Iteration 6F (1401.097090 sec): 3 clusters Score: Raw -1500765.215189 + Penalty 1839.241609 = -1498925.973581 nChanged 763 SP:Iteration 7Q (1401.169676 sec): 3 clusters Score: Raw -1501179.454556 + Penalty 1839.241609 = -1499340.212947 nChanged 700 SP:Iteration 8Q (1401.238917 sec): 3 clusters Score: Raw -1501561.860147 + Penalty 1839.241609 = -1499722.618538 nChanged 603 SP:Iteration 9Q (1401.302778 sec): 3 clusters Score: Raw -1501869.530978 + Penalty 1839.241609 = -1500030.289369 nChanged 540 SP:Iteration 10Q (1401.375671 sec): 3 clusters Score: Raw -1502111.020336 + Penalty 1839.241609 = -1500271.778728 nChanged 399 SP:Iteration 11Q (1401.435465 sec): 3 clusters Score: Raw -1502257.140667 + Penalty 1839.241609 = -1500417.899058 nChanged 338 SP:Iteration 12Q (1401.511014 sec): 3 clusters Score: Raw -1502370.526002 + Penalty 1839.241609 = -1500531.284393 nChanged 258 SP:Iteration 13Q (1401.571655 sec): 3 clusters Score: Raw -1502443.084667 + Penalty 1839.241609 = -1500603.843059 nChanged 196 SP:Iteration 14Q (1401.638827 sec): 3 clusters Score: Raw -1502487.672517 + Penalty 1839.241609 = -1500648.430908 nChanged 166 SP:Iteration 15Q (1401.702254 sec): 3 clusters Score: Raw -1502526.128653 + Penalty 1839.241609 = -1500686.887044 nChanged 165 SP:Iteration 16Q (1401.768585 sec): 3 clusters Score: Raw -1502564.852750 + Penalty 1839.241609 = -1500725.611142 nChanged 149 SP:Iteration 17Q (1401.845464 sec): 3 clusters Score: Raw -1502599.888476 + Penalty 1839.241609 = -1500760.646867 nChanged 140 SP:Iteration 18Q (1401.911175 sec): 3 clusters Score: Raw -1502634.578194 + Penalty 1839.241609 = -1500795.336585 nChanged 155 SP:Iteration 19Q (1401.982234 sec): 3 clusters Score: Raw -1502675.928185 + Penalty 1839.241609 = -1500836.686576 nChanged 157 SP:Iteration 20F (1402.044753 sec): 3 clusters Score: Raw -1502716.101709 + Penalty 1839.241609 = -1500876.860100 nChanged 169 SP:Iteration 21Q (1402.112770 sec): 3 clusters Score: Raw -1502765.643172 + Penalty 1839.241609 = -1500926.401563 nChanged 201 SP:Iteration 22Q (1402.169709 sec): 3 clusters Score: Raw -1502836.156579 + Penalty 1839.241609 = -1500996.914971 nChanged 218 SP:Iteration 23Q (1402.247137 sec): 3 clusters Score: Raw -1502915.689526 + Penalty 1839.241609 = -1501076.447917 nChanged 228 SP:Iteration 24Q (1402.314815 sec): 3 clusters Score: Raw -1502995.606420 + Penalty 1839.241609 = -1501156.364811 nChanged 210 SP:Iteration 25Q (1402.383489 sec): 3 clusters Score: Raw -1503074.106192 + Penalty 1839.241609 = -1501234.864583 nChanged 215 SP:Iteration 26Q (1402.447064 sec): 3 clusters Score: Raw -1503162.621188 + Penalty 1839.241609 = -1501323.379580 nChanged 213 SP:Iteration 27Q (1402.516662 sec): 3 clusters Score: Raw -1503239.185660 + Penalty 1839.241609 = -1501399.944051 nChanged 189 SP:Iteration 28Q (1402.580683 sec): 3 clusters Score: Raw -1503297.485693 + Penalty 1839.241609 = -1501458.244084 nChanged 171 SP:Iteration 29Q (1402.643247 sec): 3 clusters Score: Raw -1503347.166353 + Penalty 1839.241609 = -1501507.924744 nChanged 147 SP:Iteration 30Q (1402.712749 sec): 3 clusters Score: Raw -1503387.894486 + Penalty 1839.241609 = -1501548.652877 nChanged 128 SP:Iteration 31Q (1402.776777 sec): 3 clusters Score: Raw -1503421.091795 + Penalty 1839.241609 = -1501581.850186 nChanged 105 SP:Iteration 32Q (1402.845104 sec): 3 clusters Score: Raw -1503443.511646 + Penalty 1839.241609 = -1501604.270038 nChanged 93 SP:Iteration 33Q (1402.910692 sec): 3 clusters Score: Raw -1503465.374464 + Penalty 1839.241609 = -1501626.132856 nChanged 99 SP:Iteration 34Q (1402.977534 sec): 3 clusters Score: Raw -1503489.983181 + Penalty 1839.241609 = -1501650.741572 nChanged 105 SP:Iteration 35Q (1403.039619 sec): 3 clusters Score: Raw -1503515.047438 + Penalty 1839.241609 = -1501675.805829 nChanged 106 SP:Iteration 36Q (1403.099880 sec): 3 clusters Score: Raw -1503536.219533 + Penalty 1839.241609 = -1501696.977924 nChanged 88 SP:Iteration 37Q (1403.159628 sec): 3 clusters Score: Raw -1503555.898456 + Penalty 1839.241609 = -1501716.656847 nChanged 92 SP:Iteration 38Q (1403.239579 sec): 3 clusters Score: Raw -1503575.704913 + Penalty 1839.241609 = -1501736.463304 nChanged 100 SP:Iteration 39Q (1403.307319 sec): 3 clusters Score: Raw -1503599.766622 + Penalty 1839.241609 = -1501760.525013 nChanged 97 SP:Iteration 40F (1403.376162 sec): 3 clusters Score: Raw -1503624.155235 + Penalty 1839.241609 = -1501784.913627 nChanged 97 SP:Iteration 41Q (1403.445333 sec): 3 clusters Score: Raw -1503647.257255 + Penalty 1839.241609 = -1501808.015647 nChanged 91 SP:Iteration 42Q (1403.503072 sec): 3 clusters Score: Raw -1503668.282574 + Penalty 1839.241609 = -1501829.040965 nChanged 106 SP:Iteration 43Q (1403.581314 sec): 3 clusters Score: Raw -1503693.165947 + Penalty 1839.241609 = -1501853.924338 nChanged 111 SP:Iteration 44Q (1403.649536 sec): 3 clusters Score: Raw -1503724.932782 + Penalty 1839.241609 = -1501885.691173 nChanged 93 SP:Iteration 45Q (1403.718067 sec): 3 clusters Score: Raw -1503747.436150 + Penalty 1839.241609 = -1501908.194541 nChanged 93 SP:Iteration 46Q (1403.780629 sec): 3 clusters Score: Raw -1503769.683375 + Penalty 1839.241609 = -1501930.441766 nChanged 96 SP:Iteration 47Q (1403.832436 sec): 3 clusters Score: Raw -1503789.616478 + Penalty 1839.241609 = -1501950.374869 nChanged 78 SP:Iteration 48Q (1403.892217 sec): 3 clusters Score: Raw -1503805.841495 + Penalty 1839.241609 = -1501966.599886 nChanged 77 SP:Iteration 49Q (1403.969972 sec): 3 clusters Score: Raw -1503820.035093 + Penalty 1839.241609 = -1501980.793484 nChanged 64 SP:Iteration 50Q (1404.033003 sec): 3 clusters Score: Raw -1503830.551079 + Penalty 1839.241609 = -1501991.309470 nChanged 59 SP:Iteration 51Q (1404.089576 sec): 3 clusters Score: Raw -1503839.835447 + Penalty 1839.241609 = -1502000.593839 nChanged 65 SP:Iteration 52Q (1404.163219 sec): 3 clusters Score: Raw -1503851.927836 + Penalty 1839.241609 = -1502012.686228 nChanged 64 SP:Iteration 53Q (1404.229589 sec): 3 clusters Score: Raw -1503865.461395 + Penalty 1839.241609 = -1502026.219786 nChanged 70 SP:Iteration 54Q (1404.272153 sec): 3 clusters Score: Raw -1503878.003894 + Penalty 1839.241609 = -1502038.762285 nChanged 60 SP:Iteration 55Q (1404.346113 sec): 3 clusters Score: Raw -1503890.251485 + Penalty 1839.241609 = -1502051.009876 nChanged 59 SP:Iteration 56Q (1404.413646 sec): 3 clusters Score: Raw -1503902.851607 + Penalty 1839.241609 = -1502063.609999 nChanged 58 SP:Iteration 57Q (1404.485907 sec): 3 clusters Score: Raw -1503914.085117 + Penalty 1839.241609 = -1502074.843508 nChanged 62 SP:Iteration 58Q (1404.547325 sec): 3 clusters Score: Raw -1503928.471382 + Penalty 1839.241609 = -1502089.229773 nChanged 64 SP:Iteration 59Q (1404.604097 sec): 3 clusters Score: Raw -1503942.789342 + Penalty 1839.241609 = -1502103.547733 nChanged 61 SP:Iteration 60F (1404.681867 sec): 3 clusters Score: Raw -1503958.710509 + Penalty 1839.241609 = -1502119.468900 nChanged 59 SP:Iteration 61Q (1404.743561 sec): 3 clusters Score: Raw -1503972.628982 + Penalty 1839.241609 = -1502133.387373 nChanged 44 SP:Iteration 62Q (1404.802615 sec): 3 clusters Score: Raw -1503981.725607 + Penalty 1839.241609 = -1502142.483998 nChanged 49 SP:Iteration 63Q (1404.870234 sec): 3 clusters Score: Raw -1503991.560729 + Penalty 1839.241609 = -1502152.319120 nChanged 48 SP:Iteration 64Q (1404.938752 sec): 3 clusters Score: Raw -1504000.461071 + Penalty 1839.241609 = -1502161.219462 nChanged 40 SP:Iteration 65Q (1405.005570 sec): 3 clusters Score: Raw -1504007.951357 + Penalty 1839.241609 = -1502168.709749 nChanged 38 SP:Iteration 66Q (1405.067040 sec): 3 clusters Score: Raw -1504014.599956 + Penalty 1839.241609 = -1502175.358347 nChanged 44 SP:Iteration 67Q (1405.129466 sec): 3 clusters Score: Raw -1504022.241451 + Penalty 1839.241609 = -1502182.999842 nChanged 36 SP:Iteration 68Q (1405.196086 sec): 3 clusters Score: Raw -1504030.649928 + Penalty 1839.241609 = -1502191.408319 nChanged 43 SP:Iteration 69Q (1405.259666 sec): 3 clusters Score: Raw -1504042.451474 + Penalty 1839.241609 = -1502203.209865 nChanged 49 SP:Iteration 70Q (1405.326412 sec): 3 clusters Score: Raw -1504054.392282 + Penalty 1839.241609 = -1502215.150673 nChanged 46 SP:Iteration 71Q (1405.388313 sec): 3 clusters Score: Raw -1504065.252494 + Penalty 1839.241609 = -1502226.010885 nChanged 35 SP:Iteration 72Q (1405.448361 sec): 3 clusters Score: Raw -1504073.111884 + Penalty 1839.241609 = -1502233.870275 nChanged 38 SP:Iteration 73Q (1405.511800 sec): 3 clusters Score: Raw -1504080.616413 + Penalty 1839.241609 = -1502241.374804 nChanged 40 SP:Iteration 74Q (1405.561607 sec): 3 clusters Score: Raw -1504088.140427 + Penalty 1839.241609 = -1502248.898818 nChanged 34 SP:Iteration 75Q (1405.633820 sec): 3 clusters Score: Raw -1504095.766377 + Penalty 1839.241609 = -1502256.524768 nChanged 27 SP:Iteration 76Q (1405.701256 sec): 3 clusters Score: Raw -1504100.402317 + Penalty 1839.241609 = -1502261.160708 nChanged 26 SP:Iteration 77Q (1405.761519 sec): 3 clusters Score: Raw -1504104.960157 + Penalty 1839.241609 = -1502265.718548 nChanged 32 SP:Iteration 78Q (1405.813582 sec): 3 clusters Score: Raw -1504111.170639 + Penalty 1839.241609 = -1502271.929030 nChanged 26 SP:Iteration 79Q (1405.875921 sec): 3 clusters Score: Raw -1504115.845117 + Penalty 1839.241609 = -1502276.603509 nChanged 28 SP:Iteration 80F (1405.946759 sec): 3 clusters Score: Raw -1504122.096968 + Penalty 1839.241609 = -1502282.855359 nChanged 34 SP:Iteration 81Q (1406.003649 sec): 3 clusters Score: Raw -1504129.788882 + Penalty 1839.241609 = -1502290.547274 nChanged 34 SP:Iteration 82Q (1406.072629 sec): 3 clusters Score: Raw -1504136.364899 + Penalty 1839.241609 = -1502297.123291 nChanged 22 SP:Iteration 83Q (1406.139196 sec): 3 clusters Score: Raw -1504139.557610 + Penalty 1839.241609 = -1502300.316002 nChanged 17 SP:Iteration 84Q (1406.204706 sec): 3 clusters Score: Raw -1504142.307662 + Penalty 1839.241609 = -1502303.066053 nChanged 11 SP:Iteration 85Q (1406.269688 sec): 3 clusters Score: Raw -1504143.880054 + Penalty 1839.241609 = -1502304.638446 nChanged 7 SP:Iteration 86Q (1406.329443 sec): 3 clusters Score: Raw -1504144.563952 + Penalty 1839.241609 = -1502305.322344 nChanged 6 SP:Iteration 87Q (1406.392811 sec): 3 clusters Score: Raw -1504145.405108 + Penalty 1839.241609 = -1502306.163499 nChanged 3 SP:Iteration 88Q (1406.447444 sec): 3 clusters Score: Raw -1504145.839320 + Penalty 1839.241609 = -1502306.597711 nChanged 2 SP:Iteration 89Q (1406.511555 sec): 3 clusters Score: Raw -1504146.120667 + Penalty 1839.241609 = -1502306.879058 nChanged 1 SP:Iteration 90Q (1406.577915 sec): 3 clusters Score: Raw -1504146.154366 + Penalty 1839.241609 = -1502306.912757 nChanged 0 SP:Iteration 91F (1406.646252 sec): 3 clusters Score: Raw -1504146.154366 + Penalty 1839.241609 = -1502306.912757 nChanged 0 Trying to split cluster 31 (7987 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1406.681844 sec): 2 clusters Score: Raw -739849.993485 + Penalty 853.629197 = -738996.364287 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1406.740118 sec): 3 clusters Score: Raw -735175.445862 + Penalty 1707.258395 = -733468.187467 nChanged 3494 SP:Iteration 1F (1406.797785 sec): 3 clusters Score: Raw -737122.973483 + Penalty 1707.258395 = -735415.715088 nChanged 554 SP:Iteration 2F (1406.839904 sec): 3 clusters Score: Raw -737429.282227 + Penalty 1707.258395 = -735722.023832 nChanged 498 SP:Iteration 3F (1406.897023 sec): 3 clusters Score: Raw -737726.043647 + Penalty 1707.258395 = -736018.785252 nChanged 456 SP:Iteration 4F (1406.953216 sec): 3 clusters Score: Raw -738017.744048 + Penalty 1707.258395 = -736310.485653 nChanged 455 SP:Iteration 5F (1407.013239 sec): 3 clusters Score: Raw -738326.752502 + Penalty 1707.258395 = -736619.494108 nChanged 424 SP:Iteration 6F (1407.076280 sec): 3 clusters Score: Raw -738602.601023 + Penalty 1707.258395 = -736895.342628 nChanged 337 SP:Iteration 7Q (1407.135352 sec): 3 clusters Score: Raw -738803.167372 + Penalty 1707.258395 = -737095.908978 nChanged 292 SP:Iteration 8Q (1407.194211 sec): 3 clusters Score: Raw -738940.158397 + Penalty 1707.258395 = -737232.900002 nChanged 196 SP:Iteration 9Q (1407.253633 sec): 3 clusters Score: Raw -739014.127891 + Penalty 1707.258395 = -737306.869496 nChanged 146 SP:Iteration 10Q (1407.311549 sec): 3 clusters Score: Raw -739053.511840 + Penalty 1707.258395 = -737346.253445 nChanged 120 SP:Iteration 11Q (1407.357279 sec): 3 clusters Score: Raw -739084.995115 + Penalty 1707.258395 = -737377.736721 nChanged 100 SP:Iteration 12Q (1407.426009 sec): 3 clusters Score: Raw -739114.623312 + Penalty 1707.258395 = -737407.364917 nChanged 104 SP:Iteration 13Q (1407.478209 sec): 3 clusters Score: Raw -739145.805469 + Penalty 1707.258395 = -737438.547074 nChanged 90 SP:Iteration 14Q (1407.528742 sec): 3 clusters Score: Raw -739168.850935 + Penalty 1707.258395 = -737461.592540 nChanged 74 SP:Iteration 15Q (1407.587816 sec): 3 clusters Score: Raw -739187.512628 + Penalty 1707.258395 = -737480.254233 nChanged 78 SP:Iteration 16Q (1407.636988 sec): 3 clusters Score: Raw -739206.910197 + Penalty 1707.258395 = -737499.651802 nChanged 84 SP:Iteration 17Q (1407.688794 sec): 3 clusters Score: Raw -739228.638737 + Penalty 1707.258395 = -737521.380342 nChanged 88 SP:Iteration 18Q (1407.747652 sec): 3 clusters Score: Raw -739254.969626 + Penalty 1707.258395 = -737547.711231 nChanged 83 SP:Iteration 19Q (1407.803166 sec): 3 clusters Score: Raw -739282.067683 + Penalty 1707.258395 = -737574.809288 nChanged 90 SP:Iteration 20F (1407.854383 sec): 3 clusters Score: Raw -739313.490433 + Penalty 1707.258395 = -737606.232038 nChanged 99 SP:Iteration 21Q (1407.918047 sec): 3 clusters Score: Raw -739346.567895 + Penalty 1707.258395 = -737639.309500 nChanged 97 SP:Iteration 22Q (1407.978520 sec): 3 clusters Score: Raw -739381.948343 + Penalty 1707.258395 = -737674.689948 nChanged 105 SP:Iteration 23Q (1408.033663 sec): 3 clusters Score: Raw -739426.855791 + Penalty 1707.258395 = -737719.597396 nChanged 120 SP:Iteration 24Q (1408.075820 sec): 3 clusters Score: Raw -739476.236510 + Penalty 1707.258395 = -737768.978115 nChanged 117 SP:Iteration 25Q (1408.138828 sec): 3 clusters Score: Raw -739520.652958 + Penalty 1707.258395 = -737813.394563 nChanged 107 SP:Iteration 26Q (1408.198125 sec): 3 clusters Score: Raw -739566.989397 + Penalty 1707.258395 = -737859.731003 nChanged 107 SP:Iteration 27Q (1408.254926 sec): 3 clusters Score: Raw -739614.825032 + Penalty 1707.258395 = -737907.566637 nChanged 90 SP:Iteration 28Q (1408.316469 sec): 3 clusters Score: Raw -739652.095402 + Penalty 1707.258395 = -737944.837007 nChanged 79 SP:Iteration 29Q (1408.366265 sec): 3 clusters Score: Raw -739678.455299 + Penalty 1707.258395 = -737971.196904 nChanged 75 SP:Iteration 30Q (1408.425675 sec): 3 clusters Score: Raw -739704.801097 + Penalty 1707.258395 = -737997.542702 nChanged 62 SP:Iteration 31Q (1408.478208 sec): 3 clusters Score: Raw -739727.619245 + Penalty 1707.258395 = -738020.360851 nChanged 62 SP:Iteration 32Q (1408.536226 sec): 3 clusters Score: Raw -739750.294698 + Penalty 1707.258395 = -738043.036303 nChanged 59 SP:Iteration 33Q (1408.581795 sec): 3 clusters Score: Raw -739771.128452 + Penalty 1707.258395 = -738063.870057 nChanged 55 SP:Iteration 34Q (1408.634045 sec): 3 clusters Score: Raw -739789.821052 + Penalty 1707.258395 = -738082.562658 nChanged 54 SP:Iteration 35Q (1408.685480 sec): 3 clusters Score: Raw -739807.641443 + Penalty 1707.258395 = -738100.383048 nChanged 46 SP:Iteration 36Q (1408.747485 sec): 3 clusters Score: Raw -739826.390343 + Penalty 1707.258395 = -738119.131948 nChanged 46 SP:Iteration 37Q (1408.795106 sec): 3 clusters Score: Raw -739845.812104 + Penalty 1707.258395 = -738138.553709 nChanged 49 SP:Iteration 38Q (1408.851304 sec): 3 clusters Score: Raw -739863.083859 + Penalty 1707.258395 = -738155.825464 nChanged 38 SP:Iteration 39Q (1408.907759 sec): 3 clusters Score: Raw -739874.092280 + Penalty 1707.258395 = -738166.833885 nChanged 33 SP:Iteration 40F (1408.958030 sec): 3 clusters Score: Raw -739884.652219 + Penalty 1707.258395 = -738177.393824 nChanged 34 SP:Iteration 41Q (1409.023539 sec): 3 clusters Score: Raw -739894.468108 + Penalty 1707.258395 = -738187.209713 nChanged 35 SP:Iteration 42Q (1409.080120 sec): 3 clusters Score: Raw -739905.717093 + Penalty 1707.258395 = -738198.458699 nChanged 35 SP:Iteration 43Q (1409.126893 sec): 3 clusters Score: Raw -739915.246423 + Penalty 1707.258395 = -738207.988028 nChanged 23 SP:Iteration 44Q (1409.191861 sec): 3 clusters Score: Raw -739920.519214 + Penalty 1707.258395 = -738213.260820 nChanged 24 SP:Iteration 45Q (1409.237505 sec): 3 clusters Score: Raw -739927.107783 + Penalty 1707.258395 = -738219.849388 nChanged 24 SP:Iteration 46Q (1409.293976 sec): 3 clusters Score: Raw -739932.650572 + Penalty 1707.258395 = -738225.392178 nChanged 19 SP:Iteration 47Q (1409.363330 sec): 3 clusters Score: Raw -739936.518644 + Penalty 1707.258395 = -738229.260249 nChanged 14 SP:Iteration 48Q (1409.415362 sec): 3 clusters Score: Raw -739940.140698 + Penalty 1707.258395 = -738232.882303 nChanged 13 SP:Iteration 49Q (1409.467642 sec): 3 clusters Score: Raw -739942.832600 + Penalty 1707.258395 = -738235.574205 nChanged 8 SP:Iteration 50Q (1409.530400 sec): 3 clusters Score: Raw -739944.892529 + Penalty 1707.258395 = -738237.634134 nChanged 12 SP:Iteration 51Q (1409.583624 sec): 3 clusters Score: Raw -739947.604065 + Penalty 1707.258395 = -738240.345671 nChanged 11 SP:Iteration 52Q (1409.630454 sec): 3 clusters Score: Raw -739950.124675 + Penalty 1707.258395 = -738242.866280 nChanged 13 SP:Iteration 53Q (1409.691360 sec): 3 clusters Score: Raw -739953.441935 + Penalty 1707.258395 = -738246.183540 nChanged 12 SP:Iteration 54Q (1409.747257 sec): 3 clusters Score: Raw -739956.609486 + Penalty 1707.258395 = -738249.351091 nChanged 7 SP:Iteration 55Q (1409.793660 sec): 3 clusters Score: Raw -739958.228205 + Penalty 1707.258395 = -738250.969810 nChanged 8 SP:Iteration 56Q (1409.857793 sec): 3 clusters Score: Raw -739959.444668 + Penalty 1707.258395 = -738252.186273 nChanged 2 SP:Iteration 57Q (1409.915992 sec): 3 clusters Score: Raw -739959.658321 + Penalty 1707.258395 = -738252.399927 nChanged 2 SP:Iteration 58Q (1409.972211 sec): 3 clusters Score: Raw -739959.957474 + Penalty 1707.258395 = -738252.699079 nChanged 4 SP:Iteration 59Q (1410.031198 sec): 3 clusters Score: Raw -739960.470315 + Penalty 1707.258395 = -738253.211920 nChanged 3 SP:Iteration 60F (1410.090089 sec): 3 clusters Score: Raw -739960.792610 + Penalty 1707.258395 = -738253.534215 nChanged 4 SP:Iteration 61Q (1410.143693 sec): 3 clusters Score: Raw -739961.325310 + Penalty 1707.258395 = -738254.066915 nChanged 3 SP:Iteration 62Q (1410.196181 sec): 3 clusters Score: Raw -739961.884742 + Penalty 1707.258395 = -738254.626347 nChanged 3 SP:Iteration 63Q (1410.248962 sec): 3 clusters Score: Raw -739962.466832 + Penalty 1707.258395 = -738255.208437 nChanged 5 SP:Iteration 64Q (1410.304453 sec): 3 clusters Score: Raw -739963.405863 + Penalty 1707.258395 = -738256.147469 nChanged 4 SP:Iteration 65Q (1410.356623 sec): 3 clusters Score: Raw -739963.979641 + Penalty 1707.258395 = -738256.721246 nChanged 4 SP:Iteration 66Q (1410.413471 sec): 3 clusters Score: Raw -739965.008762 + Penalty 1707.258395 = -738257.750367 nChanged 5 SP:Iteration 67Q (1410.472586 sec): 3 clusters Score: Raw -739965.874179 + Penalty 1707.258395 = -738258.615784 nChanged 1 SP:Iteration 68Q (1410.528439 sec): 3 clusters Score: Raw -739965.966573 + Penalty 1707.258395 = -738258.708178 nChanged 1 SP:Iteration 69Q (1410.571951 sec): 3 clusters Score: Raw -739966.122717 + Penalty 1707.258395 = -738258.864322 nChanged 0 SP:Iteration 70F (1410.624836 sec): 3 clusters Score: Raw -739966.122717 + Penalty 1707.258395 = -738258.864322 nChanged 0 Trying to split cluster 32 (2569 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1410.662219 sec): 2 clusters Score: Raw -248505.631376 + Penalty 745.870840 = -247759.760536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1410.715904 sec): 3 clusters Score: Raw -247196.116778 + Penalty 1491.741679 = -245704.375099 nChanged 1002 SP:Iteration 1F (1410.768644 sec): 3 clusters Score: Raw -247789.282748 + Penalty 1491.741679 = -246297.541068 nChanged 209 SP:Iteration 2F (1410.820900 sec): 3 clusters Score: Raw -247935.268974 + Penalty 1491.741679 = -246443.527295 nChanged 155 SP:Iteration 3F (1410.858683 sec): 3 clusters Score: Raw -248043.062791 + Penalty 1491.741679 = -246551.321111 nChanged 141 SP:Iteration 4F (1410.912764 sec): 3 clusters Score: Raw -248143.562165 + Penalty 1491.741679 = -246651.820486 nChanged 125 SP:Iteration 5Q (1410.962014 sec): 3 clusters Score: Raw -248227.801773 + Penalty 1491.741679 = -246736.060093 nChanged 94 SP:Iteration 6Q (1411.007943 sec): 3 clusters Score: Raw -248299.080619 + Penalty 1491.741679 = -246807.338939 nChanged 93 SP:Iteration 7Q (1411.046754 sec): 3 clusters Score: Raw -248352.752952 + Penalty 1491.741679 = -246861.011273 nChanged 80 SP:Iteration 8Q (1411.108361 sec): 3 clusters Score: Raw -248405.517584 + Penalty 1491.741679 = -246913.775904 nChanged 79 SP:Iteration 9Q (1411.156663 sec): 3 clusters Score: Raw -248467.464304 + Penalty 1491.741679 = -246975.722625 nChanged 63 SP:Iteration 10Q (1411.198580 sec): 3 clusters Score: Raw -248513.047803 + Penalty 1491.741679 = -247021.306123 nChanged 52 SP:Iteration 11Q (1411.244460 sec): 3 clusters Score: Raw -248546.439693 + Penalty 1491.741679 = -247054.698014 nChanged 34 SP:Iteration 12Q (1411.300349 sec): 3 clusters Score: Raw -248564.678139 + Penalty 1491.741679 = -247072.936459 nChanged 22 SP:Iteration 13Q (1411.352006 sec): 3 clusters Score: Raw -248577.063538 + Penalty 1491.741679 = -247085.321858 nChanged 16 SP:Iteration 14Q (1411.399813 sec): 3 clusters Score: Raw -248584.722273 + Penalty 1491.741679 = -247092.980594 nChanged 16 SP:Iteration 15Q (1411.453301 sec): 3 clusters Score: Raw -248591.081162 + Penalty 1491.741679 = -247099.339483 nChanged 9 SP:Iteration 16Q (1411.498504 sec): 3 clusters Score: Raw -248594.730024 + Penalty 1491.741679 = -247102.988345 nChanged 10 SP:Iteration 17Q (1411.544944 sec): 3 clusters Score: Raw -248598.352620 + Penalty 1491.741679 = -247106.610941 nChanged 9 SP:Iteration 18Q (1411.586611 sec): 3 clusters Score: Raw -248602.184091 + Penalty 1491.741679 = -247110.442411 nChanged 9 SP:Iteration 19Q (1411.642799 sec): 3 clusters Score: Raw -248606.559379 + Penalty 1491.741679 = -247114.817700 nChanged 11 SP:Iteration 20F (1411.697750 sec): 3 clusters Score: Raw -248612.036597 + Penalty 1491.741679 = -247120.294917 nChanged 12 SP:Iteration 21Q (1411.750436 sec): 3 clusters Score: Raw -248617.350243 + Penalty 1491.741679 = -247125.608564 nChanged 7 SP:Iteration 22Q (1411.787067 sec): 3 clusters Score: Raw -248620.453748 + Penalty 1491.741679 = -247128.712068 nChanged 8 SP:Iteration 23Q (1411.838976 sec): 3 clusters Score: Raw -248624.399344 + Penalty 1491.741679 = -247132.657664 nChanged 6 SP:Iteration 24Q (1411.897060 sec): 3 clusters Score: Raw -248626.750093 + Penalty 1491.741679 = -247135.008413 nChanged 6 SP:Iteration 25Q (1411.945327 sec): 3 clusters Score: Raw -248628.539562 + Penalty 1491.741679 = -247136.797883 nChanged 3 SP:Iteration 26Q (1411.991136 sec): 3 clusters Score: Raw -248629.594421 + Penalty 1491.741679 = -247137.852742 nChanged 1 SP:Iteration 27Q (1412.041084 sec): 3 clusters Score: Raw -248629.793103 + Penalty 1491.741679 = -247138.051424 nChanged 1 SP:Iteration 28Q (1412.085542 sec): 3 clusters Score: Raw -248629.904598 + Penalty 1491.741679 = -247138.162919 nChanged 0 SP:Iteration 29F (1412.138791 sec): 3 clusters Score: Raw -248629.904598 + Penalty 1491.741679 = -247138.162919 nChanged 0 Trying to split cluster 33 (3008 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1412.164825 sec): 2 clusters Score: Raw -260016.303406 + Penalty 760.857915 = -259255.445491 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1412.214777 sec): 3 clusters Score: Raw -258435.229310 + Penalty 1521.715830 = -256913.513480 nChanged 1266 SP:Iteration 1F (1412.270641 sec): 3 clusters Score: Raw -259208.655264 + Penalty 1521.715830 = -257686.939434 nChanged 265 SP:Iteration 2F (1412.310587 sec): 3 clusters Score: Raw -259406.853978 + Penalty 1521.715830 = -257885.138148 nChanged 231 SP:Iteration 3F (1412.369377 sec): 3 clusters Score: Raw -259586.076024 + Penalty 1521.715830 = -258064.360194 nChanged 178 SP:Iteration 4F (1412.421429 sec): 3 clusters Score: Raw -259740.239049 + Penalty 1521.715830 = -258218.523219 nChanged 177 SP:Iteration 5F (1412.468297 sec): 3 clusters Score: Raw -259904.717506 + Penalty 1521.715830 = -258383.001676 nChanged 152 SP:Iteration 6F (1412.512079 sec): 3 clusters Score: Raw -260060.288976 + Penalty 1521.715830 = -258538.573146 nChanged 156 SP:Iteration 7F (1412.565267 sec): 3 clusters Score: Raw -260209.391975 + Penalty 1521.715830 = -258687.676144 nChanged 141 SP:Iteration 8Q (1412.613878 sec): 3 clusters Score: Raw -260374.173942 + Penalty 1521.715830 = -258852.458111 nChanged 136 SP:Iteration 9Q (1412.660635 sec): 3 clusters Score: Raw -260498.884797 + Penalty 1521.715830 = -258977.168967 nChanged 93 SP:Iteration 10Q (1412.712563 sec): 3 clusters Score: Raw -260567.885113 + Penalty 1521.715830 = -259046.169283 nChanged 68 SP:Iteration 11Q (1412.761344 sec): 3 clusters Score: Raw -260606.177174 + Penalty 1521.715830 = -259084.461344 nChanged 46 SP:Iteration 12Q (1412.813377 sec): 3 clusters Score: Raw -260630.736472 + Penalty 1521.715830 = -259109.020642 nChanged 48 SP:Iteration 13Q (1412.849582 sec): 3 clusters Score: Raw -260648.633902 + Penalty 1521.715830 = -259126.918072 nChanged 26 SP:Iteration 14Q (1412.896318 sec): 3 clusters Score: Raw -260655.313103 + Penalty 1521.715830 = -259133.597273 nChanged 16 SP:Iteration 15Q (1412.947496 sec): 3 clusters Score: Raw -260659.303191 + Penalty 1521.715830 = -259137.587361 nChanged 12 SP:Iteration 16Q (1412.989890 sec): 3 clusters Score: Raw -260661.486315 + Penalty 1521.715830 = -259139.770485 nChanged 5 SP:Iteration 17Q (1413.039316 sec): 3 clusters Score: Raw -260662.497914 + Penalty 1521.715830 = -259140.782084 nChanged 4 SP:Iteration 18Q (1413.087394 sec): 3 clusters Score: Raw -260662.985738 + Penalty 1521.715830 = -259141.269908 nChanged 1 SP:Iteration 19Q (1413.147505 sec): 3 clusters Score: Raw -260663.007051 + Penalty 1521.715830 = -259141.291220 nChanged 0 SP:Iteration 20F (1413.192973 sec): 3 clusters Score: Raw -260663.007051 + Penalty 1521.715830 = -259141.291220 nChanged 0 Trying to split cluster 34 (303066 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1413.526376 sec): 2 clusters Score: Raw -28874146.241460 + Penalty 1199.062059 = -28872947.179402 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1413.959282 sec): 3 clusters Score: Raw -28669587.214325 + Penalty 2398.124118 = -28667189.090207 nChanged 149067 SP:Iteration 1F (1414.368719 sec): 3 clusters Score: Raw -28761175.224373 + Penalty 2398.124118 = -28758777.100256 nChanged 14075 SP:Iteration 2Q (1414.816296 sec): 3 clusters Score: Raw -28766834.611441 + Penalty 2398.124118 = -28764436.487323 nChanged 18288 SP:Iteration 3F (1415.230959 sec): 3 clusters Score: Raw -28776768.352201 + Penalty 2398.124118 = -28774370.228084 nChanged 22735 SP:Iteration 4F (1415.644949 sec): 3 clusters Score: Raw -28792648.877319 + Penalty 2398.124118 = -28790250.753202 nChanged 25466 SP:Iteration 5F (1416.058796 sec): 3 clusters Score: Raw -28813595.046225 + Penalty 2398.124118 = -28811196.922107 nChanged 23902 SP:Iteration 6F (1416.471547 sec): 3 clusters Score: Raw -28835593.691229 + Penalty 2398.124118 = -28833195.567111 nChanged 18612 SP:Iteration 7F (1416.890871 sec): 3 clusters Score: Raw -28853716.604350 + Penalty 2398.124118 = -28851318.480232 nChanged 11794 SP:Iteration 8Q (1417.334983 sec): 3 clusters Score: Raw -28865060.147691 + Penalty 2398.124118 = -28862662.023573 nChanged 6101 SP:Iteration 9Q (1417.734490 sec): 3 clusters Score: Raw -28870530.062956 + Penalty 2398.124118 = -28868131.938838 nChanged 2810 SP:Iteration 10Q (1418.100416 sec): 3 clusters Score: Raw -28872885.001334 + Penalty 2398.124118 = -28870486.877217 nChanged 1185 SP:Iteration 11Q (1418.455964 sec): 3 clusters Score: Raw -28873833.496234 + Penalty 2398.124118 = -28871435.372116 nChanged 518 SP:Iteration 12Q (1418.809488 sec): 3 clusters Score: Raw -28874246.968169 + Penalty 2398.124118 = -28871848.844051 nChanged 306 SP:Iteration 13Q (1419.150177 sec): 3 clusters Score: Raw -28874486.889214 + Penalty 2398.124118 = -28872088.765097 nChanged 190 SP:Iteration 14Q (1419.491875 sec): 3 clusters Score: Raw -28874606.154309 + Penalty 2398.124118 = -28872208.030191 nChanged 141 SP:Iteration 15Q (1419.817851 sec): 3 clusters Score: Raw -28874701.779034 + Penalty 2398.124118 = -28872303.654917 nChanged 136 SP:Iteration 16Q (1420.140571 sec): 3 clusters Score: Raw -28874814.452556 + Penalty 2398.124118 = -28872416.328439 nChanged 154 SP:Iteration 17Q (1420.494683 sec): 3 clusters Score: Raw -28874929.078481 + Penalty 2398.124118 = -28872530.954363 nChanged 152 SP:Iteration 18Q (1420.811828 sec): 3 clusters Score: Raw -28875047.598403 + Penalty 2398.124118 = -28872649.474285 nChanged 143 SP:Iteration 19Q (1421.143573 sec): 3 clusters Score: Raw -28875154.276101 + Penalty 2398.124118 = -28872756.151984 nChanged 143 SP:Iteration 20F (1421.548490 sec): 3 clusters Score: Raw -28875306.506057 + Penalty 2398.124118 = -28872908.381939 nChanged 180 SP:Iteration 21Q (1421.889402 sec): 3 clusters Score: Raw -28875463.523200 + Penalty 2398.124118 = -28873065.399083 nChanged 183 SP:Iteration 22Q (1422.204909 sec): 3 clusters Score: Raw -28875604.687558 + Penalty 2398.124118 = -28873206.563440 nChanged 173 SP:Iteration 23Q (1422.558961 sec): 3 clusters Score: Raw -28875711.613945 + Penalty 2398.124118 = -28873313.489827 nChanged 165 SP:Iteration 24Q (1422.895855 sec): 3 clusters Score: Raw -28875797.490954 + Penalty 2398.124118 = -28873399.366837 nChanged 158 SP:Iteration 25Q (1423.247571 sec): 3 clusters Score: Raw -28875875.893114 + Penalty 2398.124118 = -28873477.768996 nChanged 150 SP:Iteration 26Q (1423.575882 sec): 3 clusters Score: Raw -28875922.110024 + Penalty 2398.124118 = -28873523.985906 nChanged 110 SP:Iteration 27Q (1423.904494 sec): 3 clusters Score: Raw -28875946.150266 + Penalty 2398.124118 = -28873548.026149 nChanged 85 SP:Iteration 28Q (1424.259503 sec): 3 clusters Score: Raw -28875962.304595 + Penalty 2398.124118 = -28873564.180477 nChanged 50 SP:Iteration 29Q (1424.593785 sec): 3 clusters Score: Raw -28875968.711552 + Penalty 2398.124118 = -28873570.587434 nChanged 30 SP:Iteration 30Q (1424.919016 sec): 3 clusters Score: Raw -28875972.243866 + Penalty 2398.124118 = -28873574.119748 nChanged 18 SP:Iteration 31Q (1425.234874 sec): 3 clusters Score: Raw -28875974.150053 + Penalty 2398.124118 = -28873576.025936 nChanged 21 SP:Iteration 32Q (1425.572482 sec): 3 clusters Score: Raw -28875976.451015 + Penalty 2398.124118 = -28873578.326897 nChanged 15 SP:Iteration 33Q (1425.926958 sec): 3 clusters Score: Raw -28875978.009591 + Penalty 2398.124118 = -28873579.885474 nChanged 15 SP:Iteration 34Q (1426.267159 sec): 3 clusters Score: Raw -28875980.078860 + Penalty 2398.124118 = -28873581.954742 nChanged 21 SP:Iteration 35Q (1426.605945 sec): 3 clusters Score: Raw -28875983.292377 + Penalty 2398.124118 = -28873585.168259 nChanged 17 SP:Iteration 36Q (1426.944943 sec): 3 clusters Score: Raw -28875987.953996 + Penalty 2398.124118 = -28873589.829878 nChanged 11 SP:Iteration 37Q (1427.278992 sec): 3 clusters Score: Raw -28875988.806952 + Penalty 2398.124118 = -28873590.682835 nChanged 6 SP:Iteration 38Q (1427.618874 sec): 3 clusters Score: Raw -28875989.186741 + Penalty 2398.124118 = -28873591.062623 nChanged 4 SP:Iteration 39Q (1427.959404 sec): 3 clusters Score: Raw -28875989.477833 + Penalty 2398.124118 = -28873591.353715 nChanged 3 SP:Iteration 40F (1428.373582 sec): 3 clusters Score: Raw -28876065.097987 + Penalty 2398.124118 = -28873666.973869 nChanged 83 SP:Iteration 41Q (1428.724099 sec): 3 clusters Score: Raw -28876111.083137 + Penalty 2398.124118 = -28873712.959019 nChanged 105 SP:Iteration 42Q (1429.081785 sec): 3 clusters Score: Raw -28876146.270096 + Penalty 2398.124118 = -28873748.145979 nChanged 113 SP:Iteration 43Q (1429.437577 sec): 3 clusters Score: Raw -28876170.792946 + Penalty 2398.124118 = -28873772.668828 nChanged 74 SP:Iteration 44Q (1429.777876 sec): 3 clusters Score: Raw -28876182.954587 + Penalty 2398.124118 = -28873784.830470 nChanged 70 SP:Iteration 45Q (1430.111411 sec): 3 clusters Score: Raw -28876193.673506 + Penalty 2398.124118 = -28873795.549388 nChanged 66 SP:Iteration 46Q (1430.465835 sec): 3 clusters Score: Raw -28876204.231863 + Penalty 2398.124118 = -28873806.107745 nChanged 66 SP:Iteration 47Q (1430.797874 sec): 3 clusters Score: Raw -28876213.470092 + Penalty 2398.124118 = -28873815.345974 nChanged 55 SP:Iteration 48Q (1431.121176 sec): 3 clusters Score: Raw -28876220.906137 + Penalty 2398.124118 = -28873822.782019 nChanged 44 SP:Iteration 49Q (1431.441711 sec): 3 clusters Score: Raw -28876226.323077 + Penalty 2398.124118 = -28873828.198960 nChanged 36 SP:Iteration 50Q (1431.781593 sec): 3 clusters Score: Raw -28876228.997624 + Penalty 2398.124118 = -28873830.873507 nChanged 22 SP:Iteration 51Q (1432.141449 sec): 3 clusters Score: Raw -28876231.102896 + Penalty 2398.124118 = -28873832.978778 nChanged 20 SP:Iteration 52Q (1432.491520 sec): 3 clusters Score: Raw -28876232.606281 + Penalty 2398.124118 = -28873834.482164 nChanged 21 SP:Iteration 53Q (1432.827084 sec): 3 clusters Score: Raw -28876235.124841 + Penalty 2398.124118 = -28873837.000724 nChanged 26 SP:Iteration 54Q (1433.136954 sec): 3 clusters Score: Raw -28876237.302641 + Penalty 2398.124118 = -28873839.178523 nChanged 9 SP:Iteration 55Q (1433.478568 sec): 3 clusters Score: Raw -28876237.682101 + Penalty 2398.124118 = -28873839.557983 nChanged 5 SP:Iteration 56Q (1433.823710 sec): 3 clusters Score: Raw -28876237.938585 + Penalty 2398.124118 = -28873839.814467 nChanged 5 SP:Iteration 57Q (1434.170388 sec): 3 clusters Score: Raw -28876238.148332 + Penalty 2398.124118 = -28873840.024214 nChanged 5 SP:Iteration 58Q (1434.524967 sec): 3 clusters Score: Raw -28876238.361252 + Penalty 2398.124118 = -28873840.237135 nChanged 3 SP:Iteration 59Q (1434.875105 sec): 3 clusters Score: Raw -28876238.504613 + Penalty 2398.124118 = -28873840.380496 nChanged 3 SP:Iteration 60F (1435.285080 sec): 3 clusters Score: Raw -28876238.662069 + Penalty 2398.124118 = -28873840.537951 nChanged 3 SP:Iteration 61Q (1435.635127 sec): 3 clusters Score: Raw -28876238.892549 + Penalty 2398.124118 = -28873840.768431 nChanged 5 SP:Iteration 62Q (1435.956534 sec): 3 clusters Score: Raw -28876239.113649 + Penalty 2398.124118 = -28873840.989532 nChanged 7 SP:Iteration 63Q (1436.286636 sec): 3 clusters Score: Raw -28876239.379172 + Penalty 2398.124118 = -28873841.255054 nChanged 5 SP:Iteration 64Q (1436.628364 sec): 3 clusters Score: Raw -28876239.521094 + Penalty 2398.124118 = -28873841.396976 nChanged 3 SP:Iteration 65Q (1436.978523 sec): 3 clusters Score: Raw -28876239.628483 + Penalty 2398.124118 = -28873841.504365 nChanged 1 SP:Iteration 66Q (1437.373908 sec): 3 clusters Score: Raw -28876239.696407 + Penalty 2398.124118 = -28873841.572289 nChanged 1 SP:Iteration 67Q (1437.714130 sec): 3 clusters Score: Raw -28876239.724750 + Penalty 2398.124118 = -28873841.600633 nChanged 1 SP:Iteration 68Q (1438.031529 sec): 3 clusters Score: Raw -28876239.740890 + Penalty 2398.124118 = -28873841.616772 nChanged 1 SP:Iteration 69Q (1438.377463 sec): 3 clusters Score: Raw -28876239.756956 + Penalty 2398.124118 = -28873841.632838 nChanged 0 SP:Iteration 70F (1438.784845 sec): 3 clusters Score: Raw -28876239.756956 + Penalty 2398.124118 = -28873841.632838 nChanged 0 Score: Raw -89554774.090207 + Penalty 52426.568306 = -89502347.521901 Splitting cluster 34 changes total score from -89500470.906368 to -89502347.521901 So it's getting split into cluster 40. Trying to split cluster 35 (1916 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1456.414525 sec): 2 clusters Score: Raw -151483.578731 + Penalty 718.009521 = -150765.569210 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1456.459916 sec): 3 clusters Score: Raw -150565.103618 + Penalty 1436.019042 = -149129.084576 nChanged 780 SP:Iteration 1F (1456.509012 sec): 3 clusters Score: Raw -151054.008894 + Penalty 1436.019042 = -149617.989852 nChanged 162 SP:Iteration 2F (1456.558165 sec): 3 clusters Score: Raw -151188.132425 + Penalty 1436.019042 = -149752.113383 nChanged 126 SP:Iteration 3F (1456.599892 sec): 3 clusters Score: Raw -151286.323493 + Penalty 1436.019042 = -149850.304451 nChanged 98 SP:Iteration 4F (1456.654758 sec): 3 clusters Score: Raw -151357.500459 + Penalty 1436.019042 = -149921.481417 nChanged 92 SP:Iteration 5Q (1456.707634 sec): 3 clusters Score: Raw -151433.848486 + Penalty 1436.019042 = -149997.829444 nChanged 88 SP:Iteration 6Q (1456.755889 sec): 3 clusters Score: Raw -151506.373303 + Penalty 1436.019042 = -150070.354261 nChanged 96 SP:Iteration 7F (1456.805277 sec): 3 clusters Score: Raw -151606.767804 + Penalty 1436.019042 = -150170.748762 nChanged 97 SP:Iteration 8F (1456.846535 sec): 3 clusters Score: Raw -151741.378908 + Penalty 1436.019042 = -150305.359866 nChanged 97 SP:Iteration 9F (1456.902630 sec): 3 clusters Score: Raw -151875.404557 + Penalty 1436.019042 = -150439.385515 nChanged 71 SP:Iteration 10Q (1456.951719 sec): 3 clusters Score: Raw -151976.604696 + Penalty 1436.019042 = -150540.585654 nChanged 55 SP:Iteration 11Q (1456.997755 sec): 3 clusters Score: Raw -152041.136581 + Penalty 1436.019042 = -150605.117539 nChanged 40 SP:Iteration 12Q (1457.039183 sec): 3 clusters Score: Raw -152101.438711 + Penalty 1436.019042 = -150665.419669 nChanged 30 SP:Iteration 13Q (1457.093445 sec): 3 clusters Score: Raw -152123.091028 + Penalty 1436.019042 = -150687.071986 nChanged 13 SP:Iteration 14Q (1457.135124 sec): 3 clusters Score: Raw -152132.428733 + Penalty 1436.019042 = -150696.409691 nChanged 8 SP:Iteration 15Q (1457.190344 sec): 3 clusters Score: Raw -152136.513349 + Penalty 1436.019042 = -150700.494307 nChanged 9 SP:Iteration 16Q (1457.230476 sec): 3 clusters Score: Raw -152143.370597 + Penalty 1436.019042 = -150707.351555 nChanged 10 SP:Iteration 17Q (1457.276517 sec): 3 clusters Score: Raw -152150.581401 + Penalty 1436.019042 = -150714.562359 nChanged 8 SP:Iteration 18Q (1457.320208 sec): 3 clusters Score: Raw -152154.578000 + Penalty 1436.019042 = -150718.558958 nChanged 2 SP:Iteration 19Q (1457.375894 sec): 3 clusters Score: Raw -152156.050433 + Penalty 1436.019042 = -150720.031391 nChanged 3 SP:Iteration 20F (1457.422704 sec): 3 clusters Score: Raw -152156.900907 + Penalty 1436.019042 = -150720.881864 nChanged 3 SP:Iteration 21Q (1457.470957 sec): 3 clusters Score: Raw -152158.213147 + Penalty 1436.019042 = -150722.194105 nChanged 3 SP:Iteration 22Q (1457.509583 sec): 3 clusters Score: Raw -152159.610072 + Penalty 1436.019042 = -150723.591030 nChanged 6 SP:Iteration 23Q (1457.561663 sec): 3 clusters Score: Raw -152161.510857 + Penalty 1436.019042 = -150725.491815 nChanged 1 SP:Iteration 24Q (1457.606841 sec): 3 clusters Score: Raw -152161.970310 + Penalty 1436.019042 = -150725.951267 nChanged 0 SP:Iteration 25F (1457.652073 sec): 3 clusters Score: Raw -152161.970310 + Penalty 1436.019042 = -150725.951267 nChanged 0 Trying to split cluster 36 (1416 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1457.683942 sec): 2 clusters Score: Raw -125056.729728 + Penalty 689.281171 = -124367.448557 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1457.733226 sec): 3 clusters Score: Raw -124383.491737 + Penalty 1378.562342 = -123004.929395 nChanged 506 SP:Iteration 1F (1457.779126 sec): 3 clusters Score: Raw -124730.557499 + Penalty 1378.562342 = -123351.995157 nChanged 131 SP:Iteration 2F (1457.825667 sec): 3 clusters Score: Raw -124820.249645 + Penalty 1378.562342 = -123441.687303 nChanged 79 SP:Iteration 3F (1457.865512 sec): 3 clusters Score: Raw -124873.458257 + Penalty 1378.562342 = -123494.895915 nChanged 51 SP:Iteration 4Q (1457.915116 sec): 3 clusters Score: Raw -124902.034020 + Penalty 1378.562342 = -123523.471678 nChanged 35 SP:Iteration 5Q (1457.964668 sec): 3 clusters Score: Raw -124918.571402 + Penalty 1378.562342 = -123540.009059 nChanged 21 SP:Iteration 6Q (1458.011725 sec): 3 clusters Score: Raw -124930.289018 + Penalty 1378.562342 = -123551.726676 nChanged 18 SP:Iteration 7Q (1458.061017 sec): 3 clusters Score: Raw -124938.113102 + Penalty 1378.562342 = -123559.550760 nChanged 9 SP:Iteration 8Q (1458.113318 sec): 3 clusters Score: Raw -124941.038763 + Penalty 1378.562342 = -123562.476421 nChanged 6 SP:Iteration 9Q (1458.169944 sec): 3 clusters Score: Raw -124943.814524 + Penalty 1378.562342 = -123565.252182 nChanged 8 SP:Iteration 10Q (1458.221110 sec): 3 clusters Score: Raw -124946.787008 + Penalty 1378.562342 = -123568.224666 nChanged 4 SP:Iteration 11Q (1458.266343 sec): 3 clusters Score: Raw -124947.994802 + Penalty 1378.562342 = -123569.432460 nChanged 2 SP:Iteration 12Q (1458.314719 sec): 3 clusters Score: Raw -124948.998386 + Penalty 1378.562342 = -123570.436044 nChanged 1 SP:Iteration 13Q (1458.367528 sec): 3 clusters Score: Raw -124949.596049 + Penalty 1378.562342 = -123571.033707 nChanged 2 SP:Iteration 14Q (1458.412237 sec): 3 clusters Score: Raw -124950.267053 + Penalty 1378.562342 = -123571.704711 nChanged 1 SP:Iteration 15Q (1458.461001 sec): 3 clusters Score: Raw -124950.871245 + Penalty 1378.562342 = -123572.308903 nChanged 3 SP:Iteration 16Q (1458.503473 sec): 3 clusters Score: Raw -124952.362353 + Penalty 1378.562342 = -123573.800011 nChanged 4 SP:Iteration 17Q (1458.548782 sec): 3 clusters Score: Raw -124953.689227 + Penalty 1378.562342 = -123575.126885 nChanged 3 SP:Iteration 18Q (1458.582825 sec): 3 clusters Score: Raw -124954.759600 + Penalty 1378.562342 = -123576.197258 nChanged 1 SP:Iteration 19Q (1458.635584 sec): 3 clusters Score: Raw -124954.878359 + Penalty 1378.562342 = -123576.316016 nChanged 0 SP:Iteration 20F (1458.680928 sec): 3 clusters Score: Raw -124954.878359 + Penalty 1378.562342 = -123576.316016 nChanged 0 Iteration 99Q (1466.710384 sec): 41 clusters Score: Raw -89555659.304474 + Penalty 52426.568306 = -89503232.736168 nChanged 4656 Iteration 100F (1485.276400 sec): 41 clusters Score: Raw -89557792.853119 + Penalty 52426.568306 = -89505366.284813 nChanged 4032 Iteration 101Q (1493.114167 sec): 41 clusters Score: Raw -89559253.810769 + Penalty 52426.568306 = -89506827.242463 nChanged 3524 Iteration 102Q (1501.815818 sec): 41 clusters Score: Raw -89560042.187992 + Penalty 52426.568306 = -89507615.619686 nChanged 3204 Iteration 103Q (1510.925805 sec): 41 clusters Score: Raw -89560532.680800 + Penalty 52426.568306 = -89508106.112493 nChanged 2970 Iteration 104Q (1520.030422 sec): 41 clusters Score: Raw -89560903.088642 + Penalty 52426.568306 = -89508476.520335 nChanged 2739 Iteration 105Q (1528.859865 sec): 41 clusters Score: Raw -89561192.938280 + Penalty 52426.568306 = -89508766.369974 nChanged 2498 Iteration 106Q (1537.422070 sec): 41 clusters Score: Raw -89561428.884120 + Penalty 52426.568306 = -89509002.315814 nChanged 2236 Iteration 107Q (1545.793771 sec): 41 clusters Score: Raw -89561636.805734 + Penalty 52426.568306 = -89509210.237428 nChanged 2008 Iteration 108Q (1554.245069 sec): 41 clusters Score: Raw -89561807.948729 + Penalty 52426.568306 = -89509381.380423 nChanged 1895 Iteration 109Q (1562.966820 sec): 41 clusters Score: Raw -89561958.633930 + Penalty 52426.568306 = -89509532.065624 nChanged 1838 Iteration 110Q (1571.659253 sec): 41 clusters Score: Raw -89562098.835628 + Penalty 52426.568306 = -89509672.267322 nChanged 1713 Iteration 111Q (1580.312139 sec): 41 clusters Score: Raw -89562227.203798 + Penalty 52426.568306 = -89509800.635492 nChanged 1686 Iteration 112Q (1588.980976 sec): 41 clusters Score: Raw -89562350.175723 + Penalty 52426.568306 = -89509923.607416 nChanged 1662 Iteration 113Q (1597.371945 sec): 41 clusters Score: Raw -89562468.435650 + Penalty 52426.568306 = -89510041.867344 nChanged 1517 Iteration 114Q (1605.693794 sec): 41 clusters Score: Raw -89562569.568011 + Penalty 52426.568306 = -89510142.999705 nChanged 1485 Iteration 115Q (1614.640857 sec): 41 clusters Score: Raw -89562656.037062 + Penalty 52426.568306 = -89510229.468756 nChanged 1399 Iteration 116Q (1623.496081 sec): 41 clusters Score: Raw -89562731.224081 + Penalty 52426.568306 = -89510304.655774 nChanged 1338 Iteration 117Q (1632.346308 sec): 41 clusters Score: Raw -89562802.614368 + Penalty 52426.568306 = -89510376.046061 nChanged 1231 Iteration 118Q (1640.992283 sec): 41 clusters Score: Raw -89562865.013143 + Penalty 52426.568306 = -89510438.444837 nChanged 1184 Iteration 119Q (1649.598178 sec): 41 clusters Score: Raw -89562925.865442 + Penalty 52426.568306 = -89510499.297136 nChanged 1162 Iteration 120F (1668.355358 sec): 41 clusters Score: Raw -89563121.497497 + Penalty 52426.568306 = -89510694.929191 nChanged 1086 Iteration 121Q (1677.224753 sec): 41 clusters Score: Raw -89563234.513182 + Penalty 52426.568306 = -89510807.944875 nChanged 1127 Iteration 122Q (1685.785812 sec): 41 clusters Score: Raw -89563296.611469 + Penalty 52426.568306 = -89510870.043163 nChanged 1110 Iteration 123Q (1694.747733 sec): 41 clusters Score: Raw -89563351.784971 + Penalty 52426.568306 = -89510925.216665 nChanged 1129 Iteration 124Q (1703.254652 sec): 41 clusters Score: Raw -89563410.177007 + Penalty 52426.568306 = -89510983.608700 nChanged 1142 Iteration 125Q (1711.716792 sec): 41 clusters Score: Raw -89563469.401191 + Penalty 52426.568306 = -89511042.832885 nChanged 1133 Iteration 126Q (1720.236220 sec): 41 clusters Score: Raw -89563527.132402 + Penalty 52426.568306 = -89511100.564096 nChanged 1131 Iteration 127Q (1729.068430 sec): 41 clusters Score: Raw -89563588.135270 + Penalty 52426.568306 = -89511161.566964 nChanged 1160 Iteration 128Q (1737.718247 sec): 41 clusters Score: Raw -89563652.793163 + Penalty 52426.568306 = -89511226.224857 nChanged 1175 Iteration 129Q (1746.571568 sec): 41 clusters Score: Raw -89563714.420377 + Penalty 52426.568306 = -89511287.852071 nChanged 1184 Iteration 130Q (1755.521226 sec): 41 clusters Score: Raw -89563775.230312 + Penalty 52426.568306 = -89511348.662005 nChanged 1139 Iteration 131Q (1764.014489 sec): 41 clusters Score: Raw -89563829.765943 + Penalty 52426.568306 = -89511403.197636 nChanged 1128 Iteration 132Q (1772.728232 sec): 41 clusters Score: Raw -89563883.953822 + Penalty 52426.568306 = -89511457.385516 nChanged 1152 Iteration 133Q (1781.382975 sec): 41 clusters Score: Raw -89563942.267445 + Penalty 52426.568306 = -89511515.699138 nChanged 1102 Iteration 134Q (1789.975099 sec): 41 clusters Score: Raw -89563997.318170 + Penalty 52426.568306 = -89511570.749864 nChanged 1067 Iteration 135Q (1798.676605 sec): 41 clusters Score: Raw -89564050.350808 + Penalty 52426.568306 = -89511623.782501 nChanged 1084 Iteration 136Q (1807.519929 sec): 41 clusters Score: Raw -89564104.937636 + Penalty 52426.568306 = -89511678.369330 nChanged 1038 Iteration 137Q (1816.257224 sec): 41 clusters Score: Raw -89564153.509786 + Penalty 52426.568306 = -89511726.941480 nChanged 964 Iteration 138Q (1825.258749 sec): 41 clusters Score: Raw -89564198.569323 + Penalty 52426.568306 = -89511772.001017 nChanged 941 Writing temp clu file Because OldScore, -89511726.941480, is greater than current (better) Score,-89511772.001017 Compute initial score before splitting: Score: Raw -89564198.569323 + Penalty 52426.568306 = -89511772.001017 Trying to split cluster 1 (7616 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1825.572696 sec): 2 clusters Score: Raw -726215.984377 + Penalty 849.110625 = -725366.873752 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1825.631722 sec): 3 clusters Score: Raw -721712.039267 + Penalty 1698.221250 = -720013.818018 nChanged 3358 SP:Iteration 1F (1825.681164 sec): 3 clusters Score: Raw -723824.804261 + Penalty 1698.221250 = -722126.583012 nChanged 672 SP:Iteration 2F (1825.727562 sec): 3 clusters Score: Raw -724307.231865 + Penalty 1698.221250 = -722609.010616 nChanged 569 SP:Iteration 3F (1825.780506 sec): 3 clusters Score: Raw -724683.955572 + Penalty 1698.221250 = -722985.734322 nChanged 461 SP:Iteration 4F (1825.847228 sec): 3 clusters Score: Raw -724952.001807 + Penalty 1698.221250 = -723253.780558 nChanged 386 SP:Iteration 5F (1825.904613 sec): 3 clusters Score: Raw -725146.440783 + Penalty 1698.221250 = -723448.219533 nChanged 274 SP:Iteration 6Q (1825.961538 sec): 3 clusters Score: Raw -725282.924868 + Penalty 1698.221250 = -723584.703618 nChanged 283 SP:Iteration 7Q (1826.017574 sec): 3 clusters Score: Raw -725431.407072 + Penalty 1698.221250 = -723733.185822 nChanged 265 SP:Iteration 8Q (1826.069154 sec): 3 clusters Score: Raw -725583.072326 + Penalty 1698.221250 = -723884.851076 nChanged 288 SP:Iteration 9Q (1826.112093 sec): 3 clusters Score: Raw -725762.565953 + Penalty 1698.221250 = -724064.344703 nChanged 327 SP:Iteration 10Q (1826.170404 sec): 3 clusters Score: Raw -726001.265875 + Penalty 1698.221250 = -724303.044625 nChanged 383 SP:Iteration 11F (1826.229051 sec): 3 clusters Score: Raw -726326.797767 + Penalty 1698.221250 = -724628.576518 nChanged 392 SP:Iteration 12F (1826.285350 sec): 3 clusters Score: Raw -726696.608059 + Penalty 1698.221250 = -724998.386809 nChanged 348 SP:Iteration 13Q (1826.326326 sec): 3 clusters Score: Raw -727067.019254 + Penalty 1698.221250 = -725368.798005 nChanged 280 SP:Iteration 14Q (1826.385662 sec): 3 clusters Score: Raw -727368.362411 + Penalty 1698.221250 = -725670.141161 nChanged 213 SP:Iteration 15Q (1826.431939 sec): 3 clusters Score: Raw -727587.169093 + Penalty 1698.221250 = -725888.947843 nChanged 149 SP:Iteration 16Q (1826.490420 sec): 3 clusters Score: Raw -727717.511181 + Penalty 1698.221250 = -726019.289931 nChanged 107 SP:Iteration 17Q (1826.546879 sec): 3 clusters Score: Raw -727805.876031 + Penalty 1698.221250 = -726107.654782 nChanged 85 SP:Iteration 18Q (1826.601093 sec): 3 clusters Score: Raw -727865.950193 + Penalty 1698.221250 = -726167.728943 nChanged 53 SP:Iteration 19Q (1826.646146 sec): 3 clusters Score: Raw -727890.234599 + Penalty 1698.221250 = -726192.013350 nChanged 29 SP:Iteration 20F (1826.689589 sec): 3 clusters Score: Raw -727900.354592 + Penalty 1698.221250 = -726202.133342 nChanged 14 SP:Iteration 21Q (1826.745168 sec): 3 clusters Score: Raw -727906.281038 + Penalty 1698.221250 = -726208.059788 nChanged 15 SP:Iteration 22Q (1826.797486 sec): 3 clusters Score: Raw -727912.988052 + Penalty 1698.221250 = -726214.766803 nChanged 8 SP:Iteration 23Q (1826.844113 sec): 3 clusters Score: Raw -727915.452505 + Penalty 1698.221250 = -726217.231255 nChanged 5 SP:Iteration 24Q (1826.905761 sec): 3 clusters Score: Raw -727916.654467 + Penalty 1698.221250 = -726218.433218 nChanged 1 SP:Iteration 25Q (1826.964474 sec): 3 clusters Score: Raw -727916.790269 + Penalty 1698.221250 = -726218.569020 nChanged 0 SP:Iteration 26F (1827.017298 sec): 3 clusters Score: Raw -727916.790269 + Penalty 1698.221250 = -726218.569020 nChanged 0 Score: Raw -89565925.718012 + Penalty 53737.232514 = -89512188.485498 Splitting cluster 1 changes total score from -89511772.001017 to -89512188.485498 So it's getting split into cluster 41. Trying to split cluster 2 (4746 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1845.203497 sec): 2 clusters Score: Raw -435820.703976 + Penalty 804.180457 = -435016.523519 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1845.245388 sec): 3 clusters Score: Raw -433267.052728 + Penalty 1608.360913 = -431658.691815 nChanged 1996 SP:Iteration 1F (1845.295448 sec): 3 clusters Score: Raw -434571.824444 + Penalty 1608.360913 = -432963.463531 nChanged 359 SP:Iteration 2F (1845.346031 sec): 3 clusters Score: Raw -434807.013282 + Penalty 1608.360913 = -433198.652369 nChanged 300 SP:Iteration 3F (1845.386182 sec): 3 clusters Score: Raw -434982.319734 + Penalty 1608.360913 = -433373.958821 nChanged 234 SP:Iteration 4Q (1845.432938 sec): 3 clusters Score: Raw -435117.267408 + Penalty 1608.360913 = -433508.906495 nChanged 198 SP:Iteration 5Q (1845.490297 sec): 3 clusters Score: Raw -435220.328891 + Penalty 1608.360913 = -433611.967978 nChanged 171 SP:Iteration 6Q (1845.532782 sec): 3 clusters Score: Raw -435296.858968 + Penalty 1608.360913 = -433688.498055 nChanged 134 SP:Iteration 7Q (1845.588965 sec): 3 clusters Score: Raw -435358.314392 + Penalty 1608.360913 = -433749.953479 nChanged 124 SP:Iteration 8Q (1845.625983 sec): 3 clusters Score: Raw -435414.706811 + Penalty 1608.360913 = -433806.345898 nChanged 107 SP:Iteration 9Q (1845.684171 sec): 3 clusters Score: Raw -435457.526956 + Penalty 1608.360913 = -433849.166043 nChanged 112 SP:Iteration 10Q (1845.723032 sec): 3 clusters Score: Raw -435507.208782 + Penalty 1608.360913 = -433898.847869 nChanged 84 SP:Iteration 11Q (1845.769156 sec): 3 clusters Score: Raw -435541.528060 + Penalty 1608.360913 = -433933.167147 nChanged 76 SP:Iteration 12Q (1845.808301 sec): 3 clusters Score: Raw -435566.397225 + Penalty 1608.360913 = -433958.036311 nChanged 59 SP:Iteration 13Q (1845.854606 sec): 3 clusters Score: Raw -435582.389697 + Penalty 1608.360913 = -433974.028784 nChanged 34 SP:Iteration 14Q (1845.894058 sec): 3 clusters Score: Raw -435590.973757 + Penalty 1608.360913 = -433982.612844 nChanged 35 SP:Iteration 15Q (1845.937088 sec): 3 clusters Score: Raw -435599.881866 + Penalty 1608.360913 = -433991.520953 nChanged 31 SP:Iteration 16Q (1845.991706 sec): 3 clusters Score: Raw -435609.145725 + Penalty 1608.360913 = -434000.784812 nChanged 34 SP:Iteration 17Q (1846.037783 sec): 3 clusters Score: Raw -435625.134944 + Penalty 1608.360913 = -434016.774031 nChanged 38 SP:Iteration 18Q (1846.085110 sec): 3 clusters Score: Raw -435638.852309 + Penalty 1608.360913 = -434030.491396 nChanged 33 SP:Iteration 19Q (1846.129105 sec): 3 clusters Score: Raw -435647.041619 + Penalty 1608.360913 = -434038.680706 nChanged 27 SP:Iteration 20F (1846.172577 sec): 3 clusters Score: Raw -435654.433350 + Penalty 1608.360913 = -434046.072437 nChanged 28 SP:Iteration 21Q (1846.220998 sec): 3 clusters Score: Raw -435664.509472 + Penalty 1608.360913 = -434056.148559 nChanged 37 SP:Iteration 22Q (1846.264560 sec): 3 clusters Score: Raw -435673.330443 + Penalty 1608.360913 = -434064.969530 nChanged 27 SP:Iteration 23Q (1846.319192 sec): 3 clusters Score: Raw -435679.509049 + Penalty 1608.360913 = -434071.148136 nChanged 31 SP:Iteration 24Q (1846.366400 sec): 3 clusters Score: Raw -435685.014596 + Penalty 1608.360913 = -434076.653683 nChanged 13 SP:Iteration 25Q (1846.408177 sec): 3 clusters Score: Raw -435687.792299 + Penalty 1608.360913 = -434079.431386 nChanged 17 SP:Iteration 26Q (1846.455444 sec): 3 clusters Score: Raw -435691.580576 + Penalty 1608.360913 = -434083.219663 nChanged 24 SP:Iteration 27Q (1846.506561 sec): 3 clusters Score: Raw -435696.442791 + Penalty 1608.360913 = -434088.081878 nChanged 20 SP:Iteration 28Q (1846.557189 sec): 3 clusters Score: Raw -435700.421891 + Penalty 1608.360913 = -434092.060978 nChanged 18 SP:Iteration 29Q (1846.601774 sec): 3 clusters Score: Raw -435703.803862 + Penalty 1608.360913 = -434095.442949 nChanged 18 SP:Iteration 30Q (1846.652555 sec): 3 clusters Score: Raw -435707.550317 + Penalty 1608.360913 = -434099.189404 nChanged 12 SP:Iteration 31Q (1846.705091 sec): 3 clusters Score: Raw -435709.813962 + Penalty 1608.360913 = -434101.453049 nChanged 13 SP:Iteration 32Q (1846.739691 sec): 3 clusters Score: Raw -435711.649876 + Penalty 1608.360913 = -434103.288963 nChanged 10 SP:Iteration 33Q (1846.792934 sec): 3 clusters Score: Raw -435713.120387 + Penalty 1608.360913 = -434104.759474 nChanged 8 SP:Iteration 34Q (1846.844831 sec): 3 clusters Score: Raw -435714.348309 + Penalty 1608.360913 = -434105.987396 nChanged 3 SP:Iteration 35Q (1846.891065 sec): 3 clusters Score: Raw -435714.602166 + Penalty 1608.360913 = -434106.241253 nChanged 2 SP:Iteration 36Q (1846.947571 sec): 3 clusters Score: Raw -435714.669725 + Penalty 1608.360913 = -434106.308812 nChanged 1 SP:Iteration 37Q (1846.986725 sec): 3 clusters Score: Raw -435714.688427 + Penalty 1608.360913 = -434106.327514 nChanged 0 SP:Iteration 38F (1847.033896 sec): 3 clusters Score: Raw -435714.688427 + Penalty 1608.360913 = -434106.327514 nChanged 0 Trying to split cluster 3 (50879 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1847.122626 sec): 2 clusters Score: Raw -4511236.157422 + Penalty 1029.534527 = -4510206.622895 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1847.236344 sec): 3 clusters Score: Raw -4478395.729670 + Penalty 2059.069053 = -4476336.660617 nChanged 24290 SP:Iteration 1F (1847.334408 sec): 3 clusters Score: Raw -4492945.262946 + Penalty 2059.069053 = -4490886.193892 nChanged 2981 SP:Iteration 2F (1847.448842 sec): 3 clusters Score: Raw -4494461.535036 + Penalty 2059.069053 = -4492402.465983 nChanged 3744 SP:Iteration 3F (1847.552753 sec): 3 clusters Score: Raw -4496969.597948 + Penalty 2059.069053 = -4494910.528894 nChanged 4321 SP:Iteration 4F (1847.668631 sec): 3 clusters Score: Raw -4500619.292410 + Penalty 2059.069053 = -4498560.223357 nChanged 4360 SP:Iteration 5F (1847.768672 sec): 3 clusters Score: Raw -4504867.102157 + Penalty 2059.069053 = -4502808.033104 nChanged 3435 SP:Iteration 6F (1847.878943 sec): 3 clusters Score: Raw -4508380.344855 + Penalty 2059.069053 = -4506321.275802 nChanged 1888 SP:Iteration 7Q (1847.982689 sec): 3 clusters Score: Raw -4510261.142728 + Penalty 2059.069053 = -4508202.073674 nChanged 762 SP:Iteration 8Q (1848.092980 sec): 3 clusters Score: Raw -4510972.468419 + Penalty 2059.069053 = -4508913.399365 nChanged 258 SP:Iteration 9Q (1848.184943 sec): 3 clusters Score: Raw -4511201.745525 + Penalty 2059.069053 = -4509142.676472 nChanged 101 SP:Iteration 10Q (1848.292203 sec): 3 clusters Score: Raw -4511302.135099 + Penalty 2059.069053 = -4509243.066046 nChanged 46 SP:Iteration 11Q (1848.392182 sec): 3 clusters Score: Raw -4511351.205647 + Penalty 2059.069053 = -4509292.136594 nChanged 21 SP:Iteration 12Q (1848.488972 sec): 3 clusters Score: Raw -4511366.980156 + Penalty 2059.069053 = -4509307.911103 nChanged 9 SP:Iteration 13Q (1848.584550 sec): 3 clusters Score: Raw -4511375.595634 + Penalty 2059.069053 = -4509316.526581 nChanged 10 SP:Iteration 14Q (1848.682098 sec): 3 clusters Score: Raw -4511386.593664 + Penalty 2059.069053 = -4509327.524610 nChanged 4 SP:Iteration 15Q (1848.780142 sec): 3 clusters Score: Raw -4511389.114239 + Penalty 2059.069053 = -4509330.045185 nChanged 3 SP:Iteration 16Q (1848.873075 sec): 3 clusters Score: Raw -4511392.618821 + Penalty 2059.069053 = -4509333.549768 nChanged 2 SP:Iteration 17Q (1848.966344 sec): 3 clusters Score: Raw -4511395.518416 + Penalty 2059.069053 = -4509336.449363 nChanged 0 SP:Iteration 18F (1849.071371 sec): 3 clusters Score: Raw -4511395.518416 + Penalty 2059.069053 = -4509336.449363 nChanged 0 Trying to split cluster 4 (18914 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1849.116290 sec): 2 clusters Score: Raw -1811046.770446 + Penalty 935.527478 = -1810111.242968 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1849.176438 sec): 3 clusters Score: Raw -1799374.147271 + Penalty 1871.054957 = -1797503.092314 nChanged 8770 SP:Iteration 1F (1849.252708 sec): 3 clusters Score: Raw -1804504.591276 + Penalty 1871.054957 = -1802633.536319 nChanged 1250 SP:Iteration 2F (1849.324493 sec): 3 clusters Score: Raw -1805183.749296 + Penalty 1871.054957 = -1803312.694339 nChanged 1297 SP:Iteration 3F (1849.392717 sec): 3 clusters Score: Raw -1805986.802764 + Penalty 1871.054957 = -1804115.747807 nChanged 1300 SP:Iteration 4F (1849.463900 sec): 3 clusters Score: Raw -1806810.129581 + Penalty 1871.054957 = -1804939.074624 nChanged 1172 SP:Iteration 5F (1849.517211 sec): 3 clusters Score: Raw -1807590.316392 + Penalty 1871.054957 = -1805719.261435 nChanged 982 SP:Iteration 6F (1849.589891 sec): 3 clusters Score: Raw -1808262.365050 + Penalty 1871.054957 = -1806391.310093 nChanged 785 SP:Iteration 7Q (1849.667729 sec): 3 clusters Score: Raw -1808760.815873 + Penalty 1871.054957 = -1806889.760916 nChanged 664 SP:Iteration 8Q (1849.738954 sec): 3 clusters Score: Raw -1809160.558003 + Penalty 1871.054957 = -1807289.503046 nChanged 537 SP:Iteration 9Q (1849.795689 sec): 3 clusters Score: Raw -1809462.129973 + Penalty 1871.054957 = -1807591.075016 nChanged 387 SP:Iteration 10Q (1849.876447 sec): 3 clusters Score: Raw -1809638.677226 + Penalty 1871.054957 = -1807767.622269 nChanged 300 SP:Iteration 11Q (1849.938359 sec): 3 clusters Score: Raw -1809765.592570 + Penalty 1871.054957 = -1807894.537614 nChanged 263 SP:Iteration 12Q (1850.003705 sec): 3 clusters Score: Raw -1809868.980420 + Penalty 1871.054957 = -1807997.925463 nChanged 229 SP:Iteration 13Q (1850.080691 sec): 3 clusters Score: Raw -1809948.876747 + Penalty 1871.054957 = -1808077.821790 nChanged 202 SP:Iteration 14Q (1850.145428 sec): 3 clusters Score: Raw -1810023.753713 + Penalty 1871.054957 = -1808152.698756 nChanged 209 SP:Iteration 15Q (1850.198699 sec): 3 clusters Score: Raw -1810102.441430 + Penalty 1871.054957 = -1808231.386473 nChanged 217 SP:Iteration 16Q (1850.280400 sec): 3 clusters Score: Raw -1810184.863690 + Penalty 1871.054957 = -1808313.808733 nChanged 210 SP:Iteration 17Q (1850.351012 sec): 3 clusters Score: Raw -1810263.403193 + Penalty 1871.054957 = -1808392.348236 nChanged 183 SP:Iteration 18Q (1850.421961 sec): 3 clusters Score: Raw -1810327.390606 + Penalty 1871.054957 = -1808456.335649 nChanged 160 SP:Iteration 19Q (1850.490510 sec): 3 clusters Score: Raw -1810374.922507 + Penalty 1871.054957 = -1808503.867550 nChanged 149 SP:Iteration 20F (1850.552498 sec): 3 clusters Score: Raw -1810421.162370 + Penalty 1871.054957 = -1808550.107413 nChanged 139 SP:Iteration 21Q (1850.629348 sec): 3 clusters Score: Raw -1810470.608554 + Penalty 1871.054957 = -1808599.553597 nChanged 149 SP:Iteration 22Q (1850.687175 sec): 3 clusters Score: Raw -1810527.122340 + Penalty 1871.054957 = -1808656.067384 nChanged 147 SP:Iteration 23Q (1850.759497 sec): 3 clusters Score: Raw -1810579.303032 + Penalty 1871.054957 = -1808708.248075 nChanged 140 SP:Iteration 24Q (1850.822676 sec): 3 clusters Score: Raw -1810629.985285 + Penalty 1871.054957 = -1808758.930328 nChanged 142 SP:Iteration 25Q (1850.902101 sec): 3 clusters Score: Raw -1810691.178529 + Penalty 1871.054957 = -1808820.123572 nChanged 164 SP:Iteration 26Q (1850.961962 sec): 3 clusters Score: Raw -1810780.668710 + Penalty 1871.054957 = -1808909.613753 nChanged 157 SP:Iteration 27Q (1851.040785 sec): 3 clusters Score: Raw -1810862.656805 + Penalty 1871.054957 = -1808991.601848 nChanged 147 SP:Iteration 28Q (1851.107333 sec): 3 clusters Score: Raw -1810945.707590 + Penalty 1871.054957 = -1809074.652633 nChanged 141 SP:Iteration 29Q (1851.171365 sec): 3 clusters Score: Raw -1811033.575528 + Penalty 1871.054957 = -1809162.520571 nChanged 136 SP:Iteration 30Q (1851.234488 sec): 3 clusters Score: Raw -1811108.552850 + Penalty 1871.054957 = -1809237.497893 nChanged 116 SP:Iteration 31Q (1851.300627 sec): 3 clusters Score: Raw -1811170.413075 + Penalty 1871.054957 = -1809299.358118 nChanged 105 SP:Iteration 32Q (1851.376231 sec): 3 clusters Score: Raw -1811224.092564 + Penalty 1871.054957 = -1809353.037607 nChanged 98 SP:Iteration 33Q (1851.436616 sec): 3 clusters Score: Raw -1811273.663635 + Penalty 1871.054957 = -1809402.608678 nChanged 79 SP:Iteration 34Q (1851.501479 sec): 3 clusters Score: Raw -1811312.211314 + Penalty 1871.054957 = -1809441.156357 nChanged 67 SP:Iteration 35Q (1851.561693 sec): 3 clusters Score: Raw -1811341.924499 + Penalty 1871.054957 = -1809470.869542 nChanged 66 SP:Iteration 36Q (1851.628298 sec): 3 clusters Score: Raw -1811371.187873 + Penalty 1871.054957 = -1809500.132916 nChanged 52 SP:Iteration 37Q (1851.698047 sec): 3 clusters Score: Raw -1811392.849994 + Penalty 1871.054957 = -1809521.795037 nChanged 45 SP:Iteration 38Q (1851.760947 sec): 3 clusters Score: Raw -1811406.514461 + Penalty 1871.054957 = -1809535.459504 nChanged 28 SP:Iteration 39Q (1851.829650 sec): 3 clusters Score: Raw -1811415.656765 + Penalty 1871.054957 = -1809544.601808 nChanged 31 SP:Iteration 40F (1851.898001 sec): 3 clusters Score: Raw -1811428.929156 + Penalty 1871.054957 = -1809557.874199 nChanged 34 SP:Iteration 41Q (1851.956263 sec): 3 clusters Score: Raw -1811440.456746 + Penalty 1871.054957 = -1809569.401789 nChanged 31 SP:Iteration 42Q (1852.017960 sec): 3 clusters Score: Raw -1811450.164788 + Penalty 1871.054957 = -1809579.109831 nChanged 22 SP:Iteration 43Q (1852.072404 sec): 3 clusters Score: Raw -1811456.251284 + Penalty 1871.054957 = -1809585.196327 nChanged 13 SP:Iteration 44Q (1852.129256 sec): 3 clusters Score: Raw -1811458.912226 + Penalty 1871.054957 = -1809587.857270 nChanged 10 SP:Iteration 45Q (1852.189918 sec): 3 clusters Score: Raw -1811460.852881 + Penalty 1871.054957 = -1809589.797925 nChanged 12 SP:Iteration 46Q (1852.246081 sec): 3 clusters Score: Raw -1811463.012381 + Penalty 1871.054957 = -1809591.957425 nChanged 6 SP:Iteration 47Q (1852.317066 sec): 3 clusters Score: Raw -1811463.851248 + Penalty 1871.054957 = -1809592.796291 nChanged 5 SP:Iteration 48Q (1852.377735 sec): 3 clusters Score: Raw -1811464.658588 + Penalty 1871.054957 = -1809593.603631 nChanged 2 SP:Iteration 49Q (1852.432221 sec): 3 clusters Score: Raw -1811465.162123 + Penalty 1871.054957 = -1809594.107166 nChanged 4 SP:Iteration 50Q (1852.506582 sec): 3 clusters Score: Raw -1811466.088315 + Penalty 1871.054957 = -1809595.033358 nChanged 5 SP:Iteration 51Q (1852.572069 sec): 3 clusters Score: Raw -1811466.859826 + Penalty 1871.054957 = -1809595.804869 nChanged 1 SP:Iteration 52Q (1852.624148 sec): 3 clusters Score: Raw -1811466.975494 + Penalty 1871.054957 = -1809595.920537 nChanged 3 SP:Iteration 53Q (1852.679539 sec): 3 clusters Score: Raw -1811467.644331 + Penalty 1871.054957 = -1809596.589374 nChanged 3 SP:Iteration 54Q (1852.740150 sec): 3 clusters Score: Raw -1811468.176202 + Penalty 1871.054957 = -1809597.121245 nChanged 3 SP:Iteration 55Q (1852.801601 sec): 3 clusters Score: Raw -1811469.095000 + Penalty 1871.054957 = -1809598.040043 nChanged 2 SP:Iteration 56Q (1852.856722 sec): 3 clusters Score: Raw -1811469.486884 + Penalty 1871.054957 = -1809598.431928 nChanged 0 SP:Iteration 57F (1852.932978 sec): 3 clusters Score: Raw -1811469.486884 + Penalty 1871.054957 = -1809598.431928 nChanged 0 Trying to split cluster 5 (2278 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1852.959445 sec): 2 clusters Score: Raw -211196.560423 + Penalty 734.450049 = -210462.110374 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1853.007577 sec): 3 clusters Score: Raw -210071.342087 + Penalty 1468.900097 = -208602.441989 nChanged 858 SP:Iteration 1F (1853.045012 sec): 3 clusters Score: Raw -210596.298989 + Penalty 1468.900097 = -209127.398892 nChanged 172 SP:Iteration 2F (1853.100034 sec): 3 clusters Score: Raw -210689.938500 + Penalty 1468.900097 = -209221.038403 nChanged 111 SP:Iteration 3Q (1853.136531 sec): 3 clusters Score: Raw -210741.411049 + Penalty 1468.900097 = -209272.510952 nChanged 77 SP:Iteration 4Q (1853.193390 sec): 3 clusters Score: Raw -210771.441753 + Penalty 1468.900097 = -209302.541656 nChanged 44 SP:Iteration 5Q (1853.231903 sec): 3 clusters Score: Raw -210784.680462 + Penalty 1468.900097 = -209315.780365 nChanged 37 SP:Iteration 6Q (1853.288125 sec): 3 clusters Score: Raw -210796.327966 + Penalty 1468.900097 = -209327.427868 nChanged 25 SP:Iteration 7Q (1853.332207 sec): 3 clusters Score: Raw -210805.460731 + Penalty 1468.900097 = -209336.560634 nChanged 27 SP:Iteration 8Q (1853.372833 sec): 3 clusters Score: Raw -210815.158679 + Penalty 1468.900097 = -209346.258582 nChanged 28 SP:Iteration 9Q (1853.412430 sec): 3 clusters Score: Raw -210823.868486 + Penalty 1468.900097 = -209354.968389 nChanged 24 SP:Iteration 10Q (1853.464051 sec): 3 clusters Score: Raw -210831.728628 + Penalty 1468.900097 = -209362.828531 nChanged 32 SP:Iteration 11Q (1853.503353 sec): 3 clusters Score: Raw -210846.154312 + Penalty 1468.900097 = -209377.254214 nChanged 26 SP:Iteration 12Q (1853.546397 sec): 3 clusters Score: Raw -210860.786241 + Penalty 1468.900097 = -209391.886144 nChanged 39 SP:Iteration 13Q (1853.591190 sec): 3 clusters Score: Raw -210876.826050 + Penalty 1468.900097 = -209407.925953 nChanged 34 SP:Iteration 14Q (1853.640515 sec): 3 clusters Score: Raw -210892.330593 + Penalty 1468.900097 = -209423.430496 nChanged 31 SP:Iteration 15Q (1853.687650 sec): 3 clusters Score: Raw -210905.260137 + Penalty 1468.900097 = -209436.360040 nChanged 30 SP:Iteration 16Q (1853.731036 sec): 3 clusters Score: Raw -210923.707261 + Penalty 1468.900097 = -209454.807164 nChanged 49 SP:Iteration 17Q (1853.781443 sec): 3 clusters Score: Raw -210944.466152 + Penalty 1468.900097 = -209475.566054 nChanged 45 SP:Iteration 18Q (1853.829375 sec): 3 clusters Score: Raw -210969.868047 + Penalty 1468.900097 = -209500.967950 nChanged 52 SP:Iteration 19Q (1853.883100 sec): 3 clusters Score: Raw -211004.081173 + Penalty 1468.900097 = -209535.181076 nChanged 67 SP:Iteration 20F (1853.938805 sec): 3 clusters Score: Raw -211047.420608 + Penalty 1468.900097 = -209578.520510 nChanged 68 SP:Iteration 21Q (1853.987818 sec): 3 clusters Score: Raw -211091.282982 + Penalty 1468.900097 = -209622.382885 nChanged 70 SP:Iteration 22Q (1854.032131 sec): 3 clusters Score: Raw -211149.340826 + Penalty 1468.900097 = -209680.440729 nChanged 67 SP:Iteration 23Q (1854.083739 sec): 3 clusters Score: Raw -211201.596261 + Penalty 1468.900097 = -209732.696164 nChanged 57 SP:Iteration 24Q (1854.128308 sec): 3 clusters Score: Raw -211234.444663 + Penalty 1468.900097 = -209765.544565 nChanged 35 SP:Iteration 25Q (1854.177801 sec): 3 clusters Score: Raw -211255.880646 + Penalty 1468.900097 = -209786.980548 nChanged 32 SP:Iteration 26Q (1854.215613 sec): 3 clusters Score: Raw -211277.910968 + Penalty 1468.900097 = -209809.010870 nChanged 26 SP:Iteration 27Q (1854.259564 sec): 3 clusters Score: Raw -211295.183059 + Penalty 1468.900097 = -209826.282961 nChanged 22 SP:Iteration 28Q (1854.306456 sec): 3 clusters Score: Raw -211309.514390 + Penalty 1468.900097 = -209840.614293 nChanged 16 SP:Iteration 29Q (1854.361670 sec): 3 clusters Score: Raw -211316.064487 + Penalty 1468.900097 = -209847.164390 nChanged 12 SP:Iteration 30Q (1854.402315 sec): 3 clusters Score: Raw -211321.553866 + Penalty 1468.900097 = -209852.653768 nChanged 5 SP:Iteration 31Q (1854.450890 sec): 3 clusters Score: Raw -211322.839843 + Penalty 1468.900097 = -209853.939746 nChanged 3 SP:Iteration 32Q (1854.500856 sec): 3 clusters Score: Raw -211323.799195 + Penalty 1468.900097 = -209854.899098 nChanged 1 SP:Iteration 33Q (1854.548606 sec): 3 clusters Score: Raw -211324.141281 + Penalty 1468.900097 = -209855.241183 nChanged 0 SP:Iteration 34F (1854.603880 sec): 3 clusters Score: Raw -211324.141281 + Penalty 1468.900097 = -209855.241183 nChanged 0 Trying to split cluster 6 (47339 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1854.677805 sec): 2 clusters Score: Raw -4396162.391409 + Penalty 1022.683527 = -4395139.707882 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1854.780593 sec): 3 clusters Score: Raw -4365842.193826 + Penalty 2045.367054 = -4363796.826771 nChanged 22465 SP:Iteration 1F (1854.876762 sec): 3 clusters Score: Raw -4379788.897989 + Penalty 2045.367054 = -4377743.530935 nChanged 2476 SP:Iteration 2F (1854.986004 sec): 3 clusters Score: Raw -4381163.400285 + Penalty 2045.367054 = -4379118.033231 nChanged 2754 SP:Iteration 3F (1855.089606 sec): 3 clusters Score: Raw -4383089.501392 + Penalty 2045.367054 = -4381044.134338 nChanged 2961 SP:Iteration 4F (1855.197749 sec): 3 clusters Score: Raw -4385634.328282 + Penalty 2045.367054 = -4383588.961228 nChanged 2896 SP:Iteration 5F (1855.299444 sec): 3 clusters Score: Raw -4388154.944233 + Penalty 2045.367054 = -4386109.577179 nChanged 2468 SP:Iteration 6F (1855.397257 sec): 3 clusters Score: Raw -4389945.939769 + Penalty 2045.367054 = -4387900.572714 nChanged 1902 SP:Iteration 7Q (1855.512918 sec): 3 clusters Score: Raw -4391056.286781 + Penalty 2045.367054 = -4389010.919726 nChanged 1440 SP:Iteration 8Q (1855.606830 sec): 3 clusters Score: Raw -4391762.903725 + Penalty 2045.367054 = -4389717.536671 nChanged 1104 SP:Iteration 9Q (1855.711514 sec): 3 clusters Score: Raw -4392273.711640 + Penalty 2045.367054 = -4390228.344586 nChanged 995 SP:Iteration 10Q (1855.812546 sec): 3 clusters Score: Raw -4392738.530140 + Penalty 2045.367054 = -4390693.163085 nChanged 994 SP:Iteration 11Q (1855.912395 sec): 3 clusters Score: Raw -4393232.084877 + Penalty 2045.367054 = -4391186.717823 nChanged 923 SP:Iteration 12Q (1856.012797 sec): 3 clusters Score: Raw -4393708.449293 + Penalty 2045.367054 = -4391663.082239 nChanged 859 SP:Iteration 13Q (1856.101195 sec): 3 clusters Score: Raw -4394160.644596 + Penalty 2045.367054 = -4392115.277542 nChanged 753 SP:Iteration 14Q (1856.202994 sec): 3 clusters Score: Raw -4394597.107142 + Penalty 2045.367054 = -4392551.740088 nChanged 669 SP:Iteration 15Q (1856.295498 sec): 3 clusters Score: Raw -4395001.913176 + Penalty 2045.367054 = -4392956.546122 nChanged 540 SP:Iteration 16Q (1856.386616 sec): 3 clusters Score: Raw -4395352.930763 + Penalty 2045.367054 = -4393307.563708 nChanged 432 SP:Iteration 17Q (1856.483890 sec): 3 clusters Score: Raw -4395641.667452 + Penalty 2045.367054 = -4393596.300398 nChanged 319 SP:Iteration 18Q (1856.572222 sec): 3 clusters Score: Raw -4395855.660583 + Penalty 2045.367054 = -4393810.293529 nChanged 218 SP:Iteration 19Q (1856.680322 sec): 3 clusters Score: Raw -4395998.529136 + Penalty 2045.367054 = -4393953.162082 nChanged 163 SP:Iteration 20F (1856.778957 sec): 3 clusters Score: Raw -4396105.524293 + Penalty 2045.367054 = -4394060.157238 nChanged 117 SP:Iteration 21Q (1856.869577 sec): 3 clusters Score: Raw -4396177.415581 + Penalty 2045.367054 = -4394132.048527 nChanged 88 SP:Iteration 22Q (1856.966781 sec): 3 clusters Score: Raw -4396226.608997 + Penalty 2045.367054 = -4394181.241943 nChanged 64 SP:Iteration 23Q (1857.059357 sec): 3 clusters Score: Raw -4396257.755791 + Penalty 2045.367054 = -4394212.388736 nChanged 41 SP:Iteration 24Q (1857.159499 sec): 3 clusters Score: Raw -4396277.398663 + Penalty 2045.367054 = -4394232.031609 nChanged 27 SP:Iteration 25Q (1857.254629 sec): 3 clusters Score: Raw -4396288.237756 + Penalty 2045.367054 = -4394242.870701 nChanged 18 SP:Iteration 26Q (1857.352907 sec): 3 clusters Score: Raw -4396297.009833 + Penalty 2045.367054 = -4394251.642779 nChanged 19 SP:Iteration 27Q (1857.435971 sec): 3 clusters Score: Raw -4396305.282531 + Penalty 2045.367054 = -4394259.915476 nChanged 18 SP:Iteration 28Q (1857.533269 sec): 3 clusters Score: Raw -4396313.132057 + Penalty 2045.367054 = -4394267.765003 nChanged 18 SP:Iteration 29Q (1857.616636 sec): 3 clusters Score: Raw -4396319.440658 + Penalty 2045.367054 = -4394274.073604 nChanged 11 SP:Iteration 30Q (1857.709587 sec): 3 clusters Score: Raw -4396323.271060 + Penalty 2045.367054 = -4394277.904006 nChanged 12 SP:Iteration 31Q (1857.800340 sec): 3 clusters Score: Raw -4396328.300218 + Penalty 2045.367054 = -4394282.933164 nChanged 12 SP:Iteration 32Q (1857.892014 sec): 3 clusters Score: Raw -4396336.026952 + Penalty 2045.367054 = -4394290.659898 nChanged 16 SP:Iteration 33Q (1857.988443 sec): 3 clusters Score: Raw -4396344.875852 + Penalty 2045.367054 = -4394299.508798 nChanged 12 SP:Iteration 34Q (1858.088306 sec): 3 clusters Score: Raw -4396350.537032 + Penalty 2045.367054 = -4394305.169978 nChanged 11 SP:Iteration 35Q (1858.186723 sec): 3 clusters Score: Raw -4396354.352986 + Penalty 2045.367054 = -4394308.985932 nChanged 8 SP:Iteration 36Q (1858.279439 sec): 3 clusters Score: Raw -4396356.662942 + Penalty 2045.367054 = -4394311.295888 nChanged 2 SP:Iteration 37Q (1858.365791 sec): 3 clusters Score: Raw -4396357.468177 + Penalty 2045.367054 = -4394312.101122 nChanged 1 SP:Iteration 38Q (1858.455039 sec): 3 clusters Score: Raw -4396357.921555 + Penalty 2045.367054 = -4394312.554501 nChanged 1 SP:Iteration 39Q (1858.547449 sec): 3 clusters Score: Raw -4396358.222101 + Penalty 2045.367054 = -4394312.855047 nChanged 1 SP:Iteration 40F (1858.649608 sec): 3 clusters Score: Raw -4396358.458969 + Penalty 2045.367054 = -4394313.091915 nChanged 1 SP:Iteration 41Q (1858.740929 sec): 3 clusters Score: Raw -4396358.555662 + Penalty 2045.367054 = -4394313.188608 nChanged 0 SP:Iteration 42F (1858.844958 sec): 3 clusters Score: Raw -4396358.555662 + Penalty 2045.367054 = -4394313.188608 nChanged 0 Trying to split cluster 7 (25895 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1858.886636 sec): 2 clusters Score: Raw -2396500.871865 + Penalty 965.371492 = -2395535.500373 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1858.959988 sec): 3 clusters Score: Raw -2380220.580967 + Penalty 1930.742984 = -2378289.837983 nChanged 12099 SP:Iteration 1F (1859.037875 sec): 3 clusters Score: Raw -2387577.923452 + Penalty 1930.742984 = -2385647.180468 nChanged 1382 SP:Iteration 2F (1859.104382 sec): 3 clusters Score: Raw -2388190.442245 + Penalty 1930.742984 = -2386259.699261 nChanged 1363 SP:Iteration 3F (1859.191720 sec): 3 clusters Score: Raw -2388903.595481 + Penalty 1930.742984 = -2386972.852497 nChanged 1474 SP:Iteration 4F (1859.265970 sec): 3 clusters Score: Raw -2389787.736583 + Penalty 1930.742984 = -2387856.993599 nChanged 1564 SP:Iteration 5F (1859.349276 sec): 3 clusters Score: Raw -2390874.369993 + Penalty 1930.742984 = -2388943.627009 nChanged 1653 SP:Iteration 6F (1859.421097 sec): 3 clusters Score: Raw -2392149.285839 + Penalty 1930.742984 = -2390218.542855 nChanged 1481 SP:Iteration 7F (1859.507646 sec): 3 clusters Score: Raw -2393174.140639 + Penalty 1930.742984 = -2391243.397655 nChanged 1112 SP:Iteration 8Q (1859.590497 sec): 3 clusters Score: Raw -2393801.391849 + Penalty 1930.742984 = -2391870.648865 nChanged 829 SP:Iteration 9Q (1859.673147 sec): 3 clusters Score: Raw -2394228.563793 + Penalty 1930.742984 = -2392297.820809 nChanged 616 SP:Iteration 10Q (1859.754653 sec): 3 clusters Score: Raw -2394521.055728 + Penalty 1930.742984 = -2392590.312744 nChanged 541 SP:Iteration 11Q (1859.832545 sec): 3 clusters Score: Raw -2394777.410360 + Penalty 1930.742984 = -2392846.667376 nChanged 482 SP:Iteration 12Q (1859.912330 sec): 3 clusters Score: Raw -2395020.220065 + Penalty 1930.742984 = -2393089.477081 nChanged 462 SP:Iteration 13Q (1859.989801 sec): 3 clusters Score: Raw -2395227.976817 + Penalty 1930.742984 = -2393297.233833 nChanged 392 SP:Iteration 14Q (1860.058604 sec): 3 clusters Score: Raw -2395377.392901 + Penalty 1930.742984 = -2393446.649917 nChanged 310 SP:Iteration 15Q (1860.141465 sec): 3 clusters Score: Raw -2395484.607920 + Penalty 1930.742984 = -2393553.864936 nChanged 263 SP:Iteration 16Q (1860.209972 sec): 3 clusters Score: Raw -2395563.280449 + Penalty 1930.742984 = -2393632.537465 nChanged 246 SP:Iteration 17Q (1860.292270 sec): 3 clusters Score: Raw -2395633.183224 + Penalty 1930.742984 = -2393702.440240 nChanged 210 SP:Iteration 18Q (1860.365419 sec): 3 clusters Score: Raw -2395689.065901 + Penalty 1930.742984 = -2393758.322917 nChanged 197 SP:Iteration 19Q (1860.439738 sec): 3 clusters Score: Raw -2395735.247170 + Penalty 1930.742984 = -2393804.504186 nChanged 160 SP:Iteration 20F (1860.509124 sec): 3 clusters Score: Raw -2395770.928578 + Penalty 1930.742984 = -2393840.185594 nChanged 136 SP:Iteration 21Q (1860.584461 sec): 3 clusters Score: Raw -2395805.162921 + Penalty 1930.742984 = -2393874.419937 nChanged 147 SP:Iteration 22Q (1860.660246 sec): 3 clusters Score: Raw -2395837.873877 + Penalty 1930.742984 = -2393907.130893 nChanged 132 SP:Iteration 23Q (1860.734370 sec): 3 clusters Score: Raw -2395865.959915 + Penalty 1930.742984 = -2393935.216931 nChanged 123 SP:Iteration 24Q (1860.809646 sec): 3 clusters Score: Raw -2395892.393725 + Penalty 1930.742984 = -2393961.650741 nChanged 110 SP:Iteration 25Q (1860.877936 sec): 3 clusters Score: Raw -2395915.265058 + Penalty 1930.742984 = -2393984.522074 nChanged 110 SP:Iteration 26Q (1860.953457 sec): 3 clusters Score: Raw -2395940.726243 + Penalty 1930.742984 = -2394009.983259 nChanged 102 SP:Iteration 27Q (1861.028974 sec): 3 clusters Score: Raw -2395963.843809 + Penalty 1930.742984 = -2394033.100825 nChanged 101 SP:Iteration 28Q (1861.107016 sec): 3 clusters Score: Raw -2395983.429177 + Penalty 1930.742984 = -2394052.686193 nChanged 89 SP:Iteration 29Q (1861.183112 sec): 3 clusters Score: Raw -2395998.013750 + Penalty 1930.742984 = -2394067.270766 nChanged 77 SP:Iteration 30Q (1861.249747 sec): 3 clusters Score: Raw -2396009.421405 + Penalty 1930.742984 = -2394078.678421 nChanged 89 SP:Iteration 31Q (1861.330190 sec): 3 clusters Score: Raw -2396026.004591 + Penalty 1930.742984 = -2394095.261607 nChanged 85 SP:Iteration 32Q (1861.404392 sec): 3 clusters Score: Raw -2396041.144154 + Penalty 1930.742984 = -2394110.401170 nChanged 92 SP:Iteration 33Q (1861.473723 sec): 3 clusters Score: Raw -2396056.937366 + Penalty 1930.742984 = -2394126.194382 nChanged 80 SP:Iteration 34Q (1861.557444 sec): 3 clusters Score: Raw -2396069.360974 + Penalty 1930.742984 = -2394138.617990 nChanged 69 SP:Iteration 35Q (1861.631682 sec): 3 clusters Score: Raw -2396080.697916 + Penalty 1930.742984 = -2394149.954932 nChanged 83 SP:Iteration 36Q (1861.709230 sec): 3 clusters Score: Raw -2396094.028528 + Penalty 1930.742984 = -2394163.285544 nChanged 80 SP:Iteration 37Q (1861.782231 sec): 3 clusters Score: Raw -2396107.831291 + Penalty 1930.742984 = -2394177.088307 nChanged 82 SP:Iteration 38Q (1861.851575 sec): 3 clusters Score: Raw -2396124.457120 + Penalty 1930.742984 = -2394193.714136 nChanged 78 SP:Iteration 39Q (1861.928504 sec): 3 clusters Score: Raw -2396139.793090 + Penalty 1930.742984 = -2394209.050106 nChanged 81 SP:Iteration 40F (1862.009621 sec): 3 clusters Score: Raw -2396154.828148 + Penalty 1930.742984 = -2394224.085164 nChanged 80 SP:Iteration 41Q (1862.081132 sec): 3 clusters Score: Raw -2396168.477404 + Penalty 1930.742984 = -2394237.734420 nChanged 72 SP:Iteration 42Q (1862.166262 sec): 3 clusters Score: Raw -2396180.524069 + Penalty 1930.742984 = -2394249.781085 nChanged 69 SP:Iteration 43Q (1862.243229 sec): 3 clusters Score: Raw -2396190.518045 + Penalty 1930.742984 = -2394259.775061 nChanged 61 SP:Iteration 44Q (1862.314812 sec): 3 clusters Score: Raw -2396200.269696 + Penalty 1930.742984 = -2394269.526712 nChanged 55 SP:Iteration 45Q (1862.389570 sec): 3 clusters Score: Raw -2396208.045702 + Penalty 1930.742984 = -2394277.302718 nChanged 54 SP:Iteration 46Q (1862.453617 sec): 3 clusters Score: Raw -2396216.138496 + Penalty 1930.742984 = -2394285.395512 nChanged 46 SP:Iteration 47Q (1862.534328 sec): 3 clusters Score: Raw -2396221.040487 + Penalty 1930.742984 = -2394290.297503 nChanged 37 SP:Iteration 48Q (1862.600888 sec): 3 clusters Score: Raw -2396225.799577 + Penalty 1930.742984 = -2394295.056593 nChanged 41 SP:Iteration 49Q (1862.680225 sec): 3 clusters Score: Raw -2396232.466811 + Penalty 1930.742984 = -2394301.723827 nChanged 56 SP:Iteration 50Q (1862.755123 sec): 3 clusters Score: Raw -2396242.198157 + Penalty 1930.742984 = -2394311.455173 nChanged 67 SP:Iteration 51Q (1862.827128 sec): 3 clusters Score: Raw -2396252.624584 + Penalty 1930.742984 = -2394321.881600 nChanged 58 SP:Iteration 52Q (1862.900097 sec): 3 clusters Score: Raw -2396261.073187 + Penalty 1930.742984 = -2394330.330203 nChanged 64 SP:Iteration 53Q (1862.965429 sec): 3 clusters Score: Raw -2396270.865538 + Penalty 1930.742984 = -2394340.122554 nChanged 61 SP:Iteration 54Q (1863.045507 sec): 3 clusters Score: Raw -2396281.351617 + Penalty 1930.742984 = -2394350.608633 nChanged 61 SP:Iteration 55Q (1863.120951 sec): 3 clusters Score: Raw -2396293.126906 + Penalty 1930.742984 = -2394362.383922 nChanged 53 SP:Iteration 56Q (1863.184371 sec): 3 clusters Score: Raw -2396301.589491 + Penalty 1930.742984 = -2394370.846507 nChanged 57 SP:Iteration 57Q (1863.257550 sec): 3 clusters Score: Raw -2396309.768274 + Penalty 1930.742984 = -2394379.025290 nChanged 47 SP:Iteration 58Q (1863.328374 sec): 3 clusters Score: Raw -2396316.519318 + Penalty 1930.742984 = -2394385.776334 nChanged 54 SP:Iteration 59Q (1863.403296 sec): 3 clusters Score: Raw -2396325.488063 + Penalty 1930.742984 = -2394394.745079 nChanged 49 SP:Iteration 60F (1863.483710 sec): 3 clusters Score: Raw -2396334.797995 + Penalty 1930.742984 = -2394404.055011 nChanged 53 SP:Iteration 61Q (1863.561117 sec): 3 clusters Score: Raw -2396345.158023 + Penalty 1930.742984 = -2394414.415039 nChanged 56 SP:Iteration 62Q (1863.635625 sec): 3 clusters Score: Raw -2396355.905528 + Penalty 1930.742984 = -2394425.162544 nChanged 54 SP:Iteration 63Q (1863.709053 sec): 3 clusters Score: Raw -2396365.826890 + Penalty 1930.742984 = -2394435.083906 nChanged 50 SP:Iteration 64Q (1863.774307 sec): 3 clusters Score: Raw -2396375.008454 + Penalty 1930.742984 = -2394444.265470 nChanged 52 SP:Iteration 65Q (1863.853259 sec): 3 clusters Score: Raw -2396382.751137 + Penalty 1930.742984 = -2394452.008153 nChanged 39 SP:Iteration 66Q (1863.930031 sec): 3 clusters Score: Raw -2396388.531528 + Penalty 1930.742984 = -2394457.788544 nChanged 49 SP:Iteration 67Q (1863.999437 sec): 3 clusters Score: Raw -2396396.230428 + Penalty 1930.742984 = -2394465.487444 nChanged 48 SP:Iteration 68Q (1864.075258 sec): 3 clusters Score: Raw -2396403.580206 + Penalty 1930.742984 = -2394472.837222 nChanged 48 SP:Iteration 69Q (1864.151101 sec): 3 clusters Score: Raw -2396410.374814 + Penalty 1930.742984 = -2394479.631830 nChanged 38 SP:Iteration 70Q (1864.225030 sec): 3 clusters Score: Raw -2396417.971502 + Penalty 1930.742984 = -2394487.228518 nChanged 40 SP:Iteration 71Q (1864.298311 sec): 3 clusters Score: Raw -2396426.289026 + Penalty 1930.742984 = -2394495.546042 nChanged 30 SP:Iteration 72Q (1864.370107 sec): 3 clusters Score: Raw -2396431.858961 + Penalty 1930.742984 = -2394501.115977 nChanged 35 SP:Iteration 73Q (1864.430712 sec): 3 clusters Score: Raw -2396438.027329 + Penalty 1930.742984 = -2394507.284345 nChanged 36 SP:Iteration 74Q (1864.507861 sec): 3 clusters Score: Raw -2396446.151666 + Penalty 1930.742984 = -2394515.408682 nChanged 48 SP:Iteration 75Q (1864.579570 sec): 3 clusters Score: Raw -2396456.392853 + Penalty 1930.742984 = -2394525.649869 nChanged 41 SP:Iteration 76Q (1864.636934 sec): 3 clusters Score: Raw -2396465.398536 + Penalty 1930.742984 = -2394534.655552 nChanged 51 SP:Iteration 77Q (1864.699287 sec): 3 clusters Score: Raw -2396480.149350 + Penalty 1930.742984 = -2394549.406366 nChanged 47 SP:Iteration 78Q (1864.769059 sec): 3 clusters Score: Raw -2396492.148724 + Penalty 1930.742984 = -2394561.405740 nChanged 48 SP:Iteration 79Q (1864.851448 sec): 3 clusters Score: Raw -2396503.422068 + Penalty 1930.742984 = -2394572.679084 nChanged 44 SP:Iteration 80F (1864.924328 sec): 3 clusters Score: Raw -2396514.215478 + Penalty 1930.742984 = -2394583.472494 nChanged 41 SP:Iteration 81Q (1864.985684 sec): 3 clusters Score: Raw -2396527.289947 + Penalty 1930.742984 = -2394596.546963 nChanged 45 SP:Iteration 82Q (1865.060147 sec): 3 clusters Score: Raw -2396540.209512 + Penalty 1930.742984 = -2394609.466528 nChanged 45 SP:Iteration 83Q (1865.142200 sec): 3 clusters Score: Raw -2396550.295322 + Penalty 1930.742984 = -2394619.552338 nChanged 29 SP:Iteration 84Q (1865.218156 sec): 3 clusters Score: Raw -2396556.943784 + Penalty 1930.742984 = -2394626.200800 nChanged 28 SP:Iteration 85Q (1865.297530 sec): 3 clusters Score: Raw -2396562.149406 + Penalty 1930.742984 = -2394631.406422 nChanged 33 SP:Iteration 86Q (1865.360387 sec): 3 clusters Score: Raw -2396568.416932 + Penalty 1930.742984 = -2394637.673948 nChanged 30 SP:Iteration 87Q (1865.433635 sec): 3 clusters Score: Raw -2396573.885358 + Penalty 1930.742984 = -2394643.142374 nChanged 22 SP:Iteration 88Q (1865.504394 sec): 3 clusters Score: Raw -2396579.414456 + Penalty 1930.742984 = -2394648.671472 nChanged 30 SP:Iteration 89Q (1865.577252 sec): 3 clusters Score: Raw -2396585.845517 + Penalty 1930.742984 = -2394655.102533 nChanged 20 SP:Iteration 90Q (1865.649310 sec): 3 clusters Score: Raw -2396589.740384 + Penalty 1930.742984 = -2394658.997400 nChanged 18 SP:Iteration 91Q (1865.720627 sec): 3 clusters Score: Raw -2396593.241545 + Penalty 1930.742984 = -2394662.498561 nChanged 18 SP:Iteration 92Q (1865.783355 sec): 3 clusters Score: Raw -2396596.008603 + Penalty 1930.742984 = -2394665.265619 nChanged 15 SP:Iteration 93Q (1865.856952 sec): 3 clusters Score: Raw -2396597.746197 + Penalty 1930.742984 = -2394667.003213 nChanged 13 SP:Iteration 94Q (1865.919032 sec): 3 clusters Score: Raw -2396599.711102 + Penalty 1930.742984 = -2394668.968118 nChanged 13 SP:Iteration 95Q (1865.997436 sec): 3 clusters Score: Raw -2396601.981343 + Penalty 1930.742984 = -2394671.238359 nChanged 14 SP:Iteration 96Q (1866.065799 sec): 3 clusters Score: Raw -2396605.140609 + Penalty 1930.742984 = -2394674.397625 nChanged 18 SP:Iteration 97Q (1866.136455 sec): 3 clusters Score: Raw -2396609.553733 + Penalty 1930.742984 = -2394678.810749 nChanged 22 SP:Iteration 98Q (1866.215859 sec): 3 clusters Score: Raw -2396614.750505 + Penalty 1930.742984 = -2394684.007521 nChanged 24 SP:Iteration 99Q (1866.292091 sec): 3 clusters Score: Raw -2396620.201784 + Penalty 1930.742984 = -2394689.458800 nChanged 18 SP:Iteration 100F (1866.364146 sec): 3 clusters Score: Raw -2396624.303289 + Penalty 1930.742984 = -2394693.560305 nChanged 21 SP:Iteration 101Q (1866.425941 sec): 3 clusters Score: Raw -2396629.885098 + Penalty 1930.742984 = -2394699.142114 nChanged 24 SP:Iteration 102Q (1866.487829 sec): 3 clusters Score: Raw -2396635.955458 + Penalty 1930.742984 = -2394705.212474 nChanged 15 SP:Iteration 103Q (1866.560920 sec): 3 clusters Score: Raw -2396639.285457 + Penalty 1930.742984 = -2394708.542473 nChanged 16 SP:Iteration 104Q (1866.623282 sec): 3 clusters Score: Raw -2396643.315238 + Penalty 1930.742984 = -2394712.572254 nChanged 14 SP:Iteration 105Q (1866.701648 sec): 3 clusters Score: Raw -2396646.708211 + Penalty 1930.742984 = -2394715.965227 nChanged 17 SP:Iteration 106Q (1866.773588 sec): 3 clusters Score: Raw -2396650.836605 + Penalty 1930.742984 = -2394720.093621 nChanged 12 SP:Iteration 107Q (1866.849230 sec): 3 clusters Score: Raw -2396653.591406 + Penalty 1930.742984 = -2394722.848422 nChanged 6 SP:Iteration 108Q (1866.920798 sec): 3 clusters Score: Raw -2396655.077705 + Penalty 1930.742984 = -2394724.334721 nChanged 8 SP:Iteration 109Q (1866.990272 sec): 3 clusters Score: Raw -2396656.651695 + Penalty 1930.742984 = -2394725.908711 nChanged 7 SP:Iteration 110Q (1867.062374 sec): 3 clusters Score: Raw -2396658.523681 + Penalty 1930.742984 = -2394727.780697 nChanged 6 SP:Iteration 111Q (1867.135107 sec): 3 clusters Score: Raw -2396659.365826 + Penalty 1930.742984 = -2394728.622842 nChanged 6 SP:Iteration 112Q (1867.209176 sec): 3 clusters Score: Raw -2396660.538034 + Penalty 1930.742984 = -2394729.795050 nChanged 8 SP:Iteration 113Q (1867.279735 sec): 3 clusters Score: Raw -2396661.411046 + Penalty 1930.742984 = -2394730.668062 nChanged 7 SP:Iteration 114Q (1867.352896 sec): 3 clusters Score: Raw -2396662.669249 + Penalty 1930.742984 = -2394731.926265 nChanged 4 SP:Iteration 115Q (1867.425330 sec): 3 clusters Score: Raw -2396663.149288 + Penalty 1930.742984 = -2394732.406304 nChanged 3 SP:Iteration 116Q (1867.483348 sec): 3 clusters Score: Raw -2396663.622738 + Penalty 1930.742984 = -2394732.879754 nChanged 5 SP:Iteration 117Q (1867.565899 sec): 3 clusters Score: Raw -2396664.573166 + Penalty 1930.742984 = -2394733.830182 nChanged 2 SP:Iteration 118Q (1867.641473 sec): 3 clusters Score: Raw -2396664.699842 + Penalty 1930.742984 = -2394733.956858 nChanged 2 SP:Iteration 119Q (1867.717708 sec): 3 clusters Score: Raw -2396665.146289 + Penalty 1930.742984 = -2394734.403305 nChanged 2 SP:Iteration 120F (1867.795288 sec): 3 clusters Score: Raw -2396665.555772 + Penalty 1930.742984 = -2394734.812788 nChanged 3 SP:Iteration 121Q (1867.871041 sec): 3 clusters Score: Raw -2396666.096594 + Penalty 1930.742984 = -2394735.353610 nChanged 5 SP:Iteration 122Q (1867.947171 sec): 3 clusters Score: Raw -2396666.855811 + Penalty 1930.742984 = -2394736.112827 nChanged 4 SP:Iteration 123Q (1868.011045 sec): 3 clusters Score: Raw -2396667.233447 + Penalty 1930.742984 = -2394736.490463 nChanged 2 SP:Iteration 124Q (1868.081150 sec): 3 clusters Score: Raw -2396667.522527 + Penalty 1930.742984 = -2394736.779543 nChanged 2 SP:Iteration 125Q (1868.151297 sec): 3 clusters Score: Raw -2396667.599861 + Penalty 1930.742984 = -2394736.856877 nChanged 3 SP:Iteration 126Q (1868.232127 sec): 3 clusters Score: Raw -2396667.812678 + Penalty 1930.742984 = -2394737.069694 nChanged 1 SP:Iteration 127Q (1868.296176 sec): 3 clusters Score: Raw -2396667.892287 + Penalty 1930.742984 = -2394737.149303 nChanged 1 SP:Iteration 128Q (1868.374624 sec): 3 clusters Score: Raw -2396668.009437 + Penalty 1930.742984 = -2394737.266453 nChanged 2 SP:Iteration 129Q (1868.446544 sec): 3 clusters Score: Raw -2396668.335233 + Penalty 1930.742984 = -2394737.592249 nChanged 0 SP:Iteration 130F (1868.526335 sec): 3 clusters Score: Raw -2396668.335233 + Penalty 1930.742984 = -2394737.592249 nChanged 0 Trying to split cluster 8 (14795 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1868.568955 sec): 2 clusters Score: Raw -1405692.797026 + Penalty 912.194234 = -1404780.602792 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1868.635094 sec): 3 clusters Score: Raw -1396542.834557 + Penalty 1824.388467 = -1394718.446090 nChanged 6794 SP:Iteration 1F (1868.692122 sec): 3 clusters Score: Raw -1400360.136716 + Penalty 1824.388467 = -1398535.748249 nChanged 712 SP:Iteration 2Q (1868.754615 sec): 3 clusters Score: Raw -1400636.586768 + Penalty 1824.388467 = -1398812.198300 nChanged 813 SP:Iteration 3F (1868.818910 sec): 3 clusters Score: Raw -1401077.752242 + Penalty 1824.388467 = -1399253.363775 nChanged 935 SP:Iteration 4F (1868.881080 sec): 3 clusters Score: Raw -1401688.703966 + Penalty 1824.388467 = -1399864.315498 nChanged 1024 SP:Iteration 5F (1868.951323 sec): 3 clusters Score: Raw -1402454.336179 + Penalty 1824.388467 = -1400629.947712 nChanged 992 SP:Iteration 6F (1869.018084 sec): 3 clusters Score: Raw -1403245.982459 + Penalty 1824.388467 = -1401421.593992 nChanged 828 SP:Iteration 7F (1869.083775 sec): 3 clusters Score: Raw -1403958.226808 + Penalty 1824.388467 = -1402133.838341 nChanged 643 SP:Iteration 8Q (1869.143052 sec): 3 clusters Score: Raw -1404511.648147 + Penalty 1824.388467 = -1402687.259679 nChanged 449 SP:Iteration 9Q (1869.215529 sec): 3 clusters Score: Raw -1404853.428936 + Penalty 1824.388467 = -1403029.040469 nChanged 314 SP:Iteration 10Q (1869.273419 sec): 3 clusters Score: Raw -1405065.301681 + Penalty 1824.388467 = -1403240.913214 nChanged 244 SP:Iteration 11Q (1869.341769 sec): 3 clusters Score: Raw -1405227.300229 + Penalty 1824.388467 = -1403402.911762 nChanged 197 SP:Iteration 12Q (1869.396704 sec): 3 clusters Score: Raw -1405340.041022 + Penalty 1824.388467 = -1403515.652554 nChanged 163 SP:Iteration 13Q (1869.460876 sec): 3 clusters Score: Raw -1405441.214171 + Penalty 1824.388467 = -1403616.825704 nChanged 134 SP:Iteration 14Q (1869.511347 sec): 3 clusters Score: Raw -1405513.356483 + Penalty 1824.388467 = -1403688.968016 nChanged 107 SP:Iteration 15Q (1869.576509 sec): 3 clusters Score: Raw -1405557.550391 + Penalty 1824.388467 = -1403733.161924 nChanged 87 SP:Iteration 16Q (1869.638579 sec): 3 clusters Score: Raw -1405591.755306 + Penalty 1824.388467 = -1403767.366838 nChanged 75 SP:Iteration 17Q (1869.695474 sec): 3 clusters Score: Raw -1405619.980200 + Penalty 1824.388467 = -1403795.591733 nChanged 67 SP:Iteration 18Q (1869.757934 sec): 3 clusters Score: Raw -1405644.064973 + Penalty 1824.388467 = -1403819.676506 nChanged 56 SP:Iteration 19Q (1869.816273 sec): 3 clusters Score: Raw -1405662.984982 + Penalty 1824.388467 = -1403838.596514 nChanged 45 SP:Iteration 20F (1869.883332 sec): 3 clusters Score: Raw -1405680.204405 + Penalty 1824.388467 = -1403855.815937 nChanged 39 SP:Iteration 21Q (1869.946510 sec): 3 clusters Score: Raw -1405694.544077 + Penalty 1824.388467 = -1403870.155609 nChanged 43 SP:Iteration 22Q (1869.993957 sec): 3 clusters Score: Raw -1405710.552165 + Penalty 1824.388467 = -1403886.163698 nChanged 36 SP:Iteration 23Q (1870.070748 sec): 3 clusters Score: Raw -1405724.894667 + Penalty 1824.388467 = -1403900.506200 nChanged 34 SP:Iteration 24Q (1870.133615 sec): 3 clusters Score: Raw -1405737.973809 + Penalty 1824.388467 = -1403913.585341 nChanged 36 SP:Iteration 25Q (1870.198632 sec): 3 clusters Score: Raw -1405750.798919 + Penalty 1824.388467 = -1403926.410451 nChanged 29 SP:Iteration 26Q (1870.261311 sec): 3 clusters Score: Raw -1405764.545220 + Penalty 1824.388467 = -1403940.156752 nChanged 28 SP:Iteration 27Q (1870.319456 sec): 3 clusters Score: Raw -1405777.567440 + Penalty 1824.388467 = -1403953.178973 nChanged 24 SP:Iteration 28Q (1870.376286 sec): 3 clusters Score: Raw -1405786.774232 + Penalty 1824.388467 = -1403962.385765 nChanged 20 SP:Iteration 29Q (1870.443296 sec): 3 clusters Score: Raw -1405797.017217 + Penalty 1824.388467 = -1403972.628749 nChanged 21 SP:Iteration 30Q (1870.506493 sec): 3 clusters Score: Raw -1405807.737466 + Penalty 1824.388467 = -1403983.348999 nChanged 19 SP:Iteration 31Q (1870.556204 sec): 3 clusters Score: Raw -1405817.573277 + Penalty 1824.388467 = -1403993.184810 nChanged 16 SP:Iteration 32Q (1870.619058 sec): 3 clusters Score: Raw -1405824.157324 + Penalty 1824.388467 = -1403999.768856 nChanged 12 SP:Iteration 33Q (1870.675484 sec): 3 clusters Score: Raw -1405829.053737 + Penalty 1824.388467 = -1404004.665269 nChanged 16 SP:Iteration 34Q (1870.738477 sec): 3 clusters Score: Raw -1405835.646722 + Penalty 1824.388467 = -1404011.258255 nChanged 14 SP:Iteration 35Q (1870.805725 sec): 3 clusters Score: Raw -1405841.801115 + Penalty 1824.388467 = -1404017.412647 nChanged 15 SP:Iteration 36Q (1870.870079 sec): 3 clusters Score: Raw -1405851.354972 + Penalty 1824.388467 = -1404026.966505 nChanged 18 SP:Iteration 37Q (1870.932976 sec): 3 clusters Score: Raw -1405861.845258 + Penalty 1824.388467 = -1404037.456790 nChanged 13 SP:Iteration 38Q (1870.994661 sec): 3 clusters Score: Raw -1405867.090992 + Penalty 1824.388467 = -1404042.702525 nChanged 11 SP:Iteration 39Q (1871.058360 sec): 3 clusters Score: Raw -1405871.874267 + Penalty 1824.388467 = -1404047.485800 nChanged 12 SP:Iteration 40F (1871.113504 sec): 3 clusters Score: Raw -1405877.648584 + Penalty 1824.388467 = -1404053.260117 nChanged 12 SP:Iteration 41Q (1871.175433 sec): 3 clusters Score: Raw -1405883.979899 + Penalty 1824.388467 = -1404059.591432 nChanged 7 SP:Iteration 42Q (1871.243650 sec): 3 clusters Score: Raw -1405886.507140 + Penalty 1824.388467 = -1404062.118673 nChanged 8 SP:Iteration 43Q (1871.304753 sec): 3 clusters Score: Raw -1405890.543441 + Penalty 1824.388467 = -1404066.154973 nChanged 9 SP:Iteration 44Q (1871.368409 sec): 3 clusters Score: Raw -1405893.134939 + Penalty 1824.388467 = -1404068.746471 nChanged 6 SP:Iteration 45Q (1871.431104 sec): 3 clusters Score: Raw -1405894.242327 + Penalty 1824.388467 = -1404069.853860 nChanged 3 SP:Iteration 46Q (1871.490935 sec): 3 clusters Score: Raw -1405894.937516 + Penalty 1824.388467 = -1404070.549049 nChanged 3 SP:Iteration 47Q (1871.555959 sec): 3 clusters Score: Raw -1405896.284300 + Penalty 1824.388467 = -1404071.895833 nChanged 3 SP:Iteration 48Q (1871.615815 sec): 3 clusters Score: Raw -1405897.372330 + Penalty 1824.388467 = -1404072.983862 nChanged 2 SP:Iteration 49Q (1871.677300 sec): 3 clusters Score: Raw -1405897.794510 + Penalty 1824.388467 = -1404073.406042 nChanged 1 SP:Iteration 50Q (1871.738915 sec): 3 clusters Score: Raw -1405898.019796 + Penalty 1824.388467 = -1404073.631328 nChanged 1 SP:Iteration 51Q (1871.794067 sec): 3 clusters Score: Raw -1405898.261152 + Penalty 1824.388467 = -1404073.872685 nChanged 1 SP:Iteration 52Q (1871.860571 sec): 3 clusters Score: Raw -1405898.342734 + Penalty 1824.388467 = -1404073.954266 nChanged 0 SP:Iteration 53F (1871.909114 sec): 3 clusters Score: Raw -1405898.342734 + Penalty 1824.388467 = -1404073.954266 nChanged 0 Trying to split cluster 9 (1987 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1871.933458 sec): 2 clusters Score: Raw -180888.543622 + Penalty 721.466218 = -180167.077404 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1871.971056 sec): 3 clusters Score: Raw -179985.236109 + Penalty 1442.932436 = -178542.303673 nChanged 785 SP:Iteration 1F (1872.012913 sec): 3 clusters Score: Raw -180499.890154 + Penalty 1442.932436 = -179056.957718 nChanged 162 SP:Iteration 2F (1872.061707 sec): 3 clusters Score: Raw -180599.450032 + Penalty 1442.932436 = -179156.517596 nChanged 111 SP:Iteration 3F (1872.095263 sec): 3 clusters Score: Raw -180677.033354 + Penalty 1442.932436 = -179234.100918 nChanged 90 SP:Iteration 4Q (1872.138994 sec): 3 clusters Score: Raw -180749.263517 + Penalty 1442.932436 = -179306.331081 nChanged 72 SP:Iteration 5Q (1872.180538 sec): 3 clusters Score: Raw -180805.300307 + Penalty 1442.932436 = -179362.367871 nChanged 76 SP:Iteration 6Q (1872.221439 sec): 3 clusters Score: Raw -180853.428312 + Penalty 1442.932436 = -179410.495876 nChanged 52 SP:Iteration 7Q (1872.266273 sec): 3 clusters Score: Raw -180884.603994 + Penalty 1442.932436 = -179441.671558 nChanged 40 SP:Iteration 8Q (1872.309929 sec): 3 clusters Score: Raw -180907.641461 + Penalty 1442.932436 = -179464.709025 nChanged 32 SP:Iteration 9Q (1872.350511 sec): 3 clusters Score: Raw -180922.649846 + Penalty 1442.932436 = -179479.717410 nChanged 28 SP:Iteration 10Q (1872.402938 sec): 3 clusters Score: Raw -180937.868290 + Penalty 1442.932436 = -179494.935854 nChanged 27 SP:Iteration 11Q (1872.432949 sec): 3 clusters Score: Raw -180957.017473 + Penalty 1442.932436 = -179514.085037 nChanged 30 SP:Iteration 12Q (1872.472653 sec): 3 clusters Score: Raw -180972.726625 + Penalty 1442.932436 = -179529.794189 nChanged 17 SP:Iteration 13Q (1872.513524 sec): 3 clusters Score: Raw -180981.361193 + Penalty 1442.932436 = -179538.428757 nChanged 11 SP:Iteration 14Q (1872.549613 sec): 3 clusters Score: Raw -180988.198353 + Penalty 1442.932436 = -179545.265917 nChanged 13 SP:Iteration 15Q (1872.588147 sec): 3 clusters Score: Raw -180998.201156 + Penalty 1442.932436 = -179555.268720 nChanged 9 SP:Iteration 16Q (1872.631905 sec): 3 clusters Score: Raw -181006.539776 + Penalty 1442.932436 = -179563.607340 nChanged 12 SP:Iteration 17Q (1872.689242 sec): 3 clusters Score: Raw -181014.075207 + Penalty 1442.932436 = -179571.142770 nChanged 11 SP:Iteration 18Q (1872.734930 sec): 3 clusters Score: Raw -181019.240051 + Penalty 1442.932436 = -179576.307615 nChanged 5 SP:Iteration 19Q (1872.769583 sec): 3 clusters Score: Raw -181021.470246 + Penalty 1442.932436 = -179578.537810 nChanged 5 SP:Iteration 20F (1872.812796 sec): 3 clusters Score: Raw -181024.051468 + Penalty 1442.932436 = -179581.119031 nChanged 4 SP:Iteration 21Q (1872.854207 sec): 3 clusters Score: Raw -181025.362615 + Penalty 1442.932436 = -179582.430179 nChanged 4 SP:Iteration 22Q (1872.897054 sec): 3 clusters Score: Raw -181027.486908 + Penalty 1442.932436 = -179584.554472 nChanged 5 SP:Iteration 23Q (1872.941632 sec): 3 clusters Score: Raw -181031.442970 + Penalty 1442.932436 = -179588.510534 nChanged 5 SP:Iteration 24Q (1872.981951 sec): 3 clusters Score: Raw -181037.178257 + Penalty 1442.932436 = -179594.245821 nChanged 9 SP:Iteration 25Q (1873.037944 sec): 3 clusters Score: Raw -181042.595979 + Penalty 1442.932436 = -179599.663543 nChanged 13 SP:Iteration 26Q (1873.079134 sec): 3 clusters Score: Raw -181050.017292 + Penalty 1442.932436 = -179607.084856 nChanged 9 SP:Iteration 27Q (1873.115453 sec): 3 clusters Score: Raw -181053.026289 + Penalty 1442.932436 = -179610.093853 nChanged 4 SP:Iteration 28Q (1873.157441 sec): 3 clusters Score: Raw -181054.416832 + Penalty 1442.932436 = -179611.484396 nChanged 8 SP:Iteration 29Q (1873.186330 sec): 3 clusters Score: Raw -181059.158556 + Penalty 1442.932436 = -179616.226120 nChanged 7 SP:Iteration 30Q (1873.222563 sec): 3 clusters Score: Raw -181061.467734 + Penalty 1442.932436 = -179618.535297 nChanged 3 SP:Iteration 31Q (1873.271490 sec): 3 clusters Score: Raw -181063.057916 + Penalty 1442.932436 = -179620.125480 nChanged 2 SP:Iteration 32Q (1873.310001 sec): 3 clusters Score: Raw -181063.832923 + Penalty 1442.932436 = -179620.900487 nChanged 1 SP:Iteration 33Q (1873.362857 sec): 3 clusters Score: Raw -181063.928528 + Penalty 1442.932436 = -179620.996092 nChanged 0 SP:Iteration 34F (1873.399536 sec): 3 clusters Score: Raw -181063.928528 + Penalty 1442.932436 = -179620.996092 nChanged 0 Trying to split cluster 10 (68450 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1873.509037 sec): 2 clusters Score: Raw -6484046.337029 + Penalty 1057.716589 = -6482988.620440 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1873.645235 sec): 3 clusters Score: Raw -6439393.207217 + Penalty 2115.433178 = -6437277.774039 nChanged 32711 SP:Iteration 1F (1873.764067 sec): 3 clusters Score: Raw -6458818.863329 + Penalty 2115.433178 = -6456703.430151 nChanged 2859 SP:Iteration 2Q (1873.905385 sec): 3 clusters Score: Raw -6459786.990744 + Penalty 2115.433178 = -6457671.557566 nChanged 3221 SP:Iteration 3Q (1874.038347 sec): 3 clusters Score: Raw -6461198.236116 + Penalty 2115.433178 = -6459082.802938 nChanged 3683 SP:Iteration 4F (1874.159417 sec): 3 clusters Score: Raw -6463344.916771 + Penalty 2115.433178 = -6461229.483593 nChanged 4121 SP:Iteration 5F (1874.296708 sec): 3 clusters Score: Raw -6466281.752155 + Penalty 2115.433178 = -6464166.318978 nChanged 4300 SP:Iteration 6F (1874.422098 sec): 3 clusters Score: Raw -6469842.923107 + Penalty 2115.433178 = -6467727.489929 nChanged 4044 SP:Iteration 7F (1874.556109 sec): 3 clusters Score: Raw -6473166.939066 + Penalty 2115.433178 = -6471051.505888 nChanged 3277 SP:Iteration 8Q (1874.688997 sec): 3 clusters Score: Raw -6475279.001829 + Penalty 2115.433178 = -6473163.568651 nChanged 2353 SP:Iteration 9Q (1874.813289 sec): 3 clusters Score: Raw -6476420.882315 + Penalty 2115.433178 = -6474305.449137 nChanged 1598 SP:Iteration 10Q (1874.950951 sec): 3 clusters Score: Raw -6477129.114896 + Penalty 2115.433178 = -6475013.681718 nChanged 1400 SP:Iteration 11Q (1875.080283 sec): 3 clusters Score: Raw -6477743.357810 + Penalty 2115.433178 = -6475627.924632 nChanged 1262 SP:Iteration 12Q (1875.177100 sec): 3 clusters Score: Raw -6478326.053737 + Penalty 2115.433178 = -6476210.620559 nChanged 1242 SP:Iteration 13Q (1875.286068 sec): 3 clusters Score: Raw -6478917.976704 + Penalty 2115.433178 = -6476802.543526 nChanged 1182 SP:Iteration 14Q (1875.392489 sec): 3 clusters Score: Raw -6479499.274540 + Penalty 2115.433178 = -6477383.841362 nChanged 1153 SP:Iteration 15Q (1875.517184 sec): 3 clusters Score: Raw -6480096.464719 + Penalty 2115.433178 = -6477981.031541 nChanged 1038 SP:Iteration 16Q (1875.631661 sec): 3 clusters Score: Raw -6480637.673298 + Penalty 2115.433178 = -6478522.240120 nChanged 953 SP:Iteration 17Q (1875.757145 sec): 3 clusters Score: Raw -6481132.581271 + Penalty 2115.433178 = -6479017.148093 nChanged 896 SP:Iteration 18Q (1875.879469 sec): 3 clusters Score: Raw -6481617.080513 + Penalty 2115.433178 = -6479501.647336 nChanged 836 SP:Iteration 19Q (1876.004875 sec): 3 clusters Score: Raw -6482105.180892 + Penalty 2115.433178 = -6479989.747714 nChanged 755 SP:Iteration 20F (1876.132468 sec): 3 clusters Score: Raw -6482566.202638 + Penalty 2115.433178 = -6480450.769460 nChanged 646 SP:Iteration 21Q (1876.253249 sec): 3 clusters Score: Raw -6482964.570353 + Penalty 2115.433178 = -6480849.137175 nChanged 521 SP:Iteration 22Q (1876.358750 sec): 3 clusters Score: Raw -6483296.075238 + Penalty 2115.433178 = -6481180.642060 nChanged 401 SP:Iteration 23Q (1876.467071 sec): 3 clusters Score: Raw -6483535.063426 + Penalty 2115.433178 = -6481419.630248 nChanged 306 SP:Iteration 24Q (1876.582139 sec): 3 clusters Score: Raw -6483718.776367 + Penalty 2115.433178 = -6481603.343189 nChanged 233 SP:Iteration 25Q (1876.700437 sec): 3 clusters Score: Raw -6483862.729177 + Penalty 2115.433178 = -6481747.295999 nChanged 154 SP:Iteration 26Q (1876.824518 sec): 3 clusters Score: Raw -6483954.411780 + Penalty 2115.433178 = -6481838.978602 nChanged 119 SP:Iteration 27Q (1876.930505 sec): 3 clusters Score: Raw -6484029.080398 + Penalty 2115.433178 = -6481913.647220 nChanged 103 SP:Iteration 28Q (1877.051722 sec): 3 clusters Score: Raw -6484091.504147 + Penalty 2115.433178 = -6481976.070969 nChanged 66 SP:Iteration 29Q (1877.155026 sec): 3 clusters Score: Raw -6484131.202716 + Penalty 2115.433178 = -6482015.769538 nChanged 48 SP:Iteration 30Q (1877.280716 sec): 3 clusters Score: Raw -6484160.545058 + Penalty 2115.433178 = -6482045.111880 nChanged 44 SP:Iteration 31Q (1877.388332 sec): 3 clusters Score: Raw -6484184.975442 + Penalty 2115.433178 = -6482069.542264 nChanged 32 SP:Iteration 32Q (1877.510326 sec): 3 clusters Score: Raw -6484200.778584 + Penalty 2115.433178 = -6482085.345406 nChanged 21 SP:Iteration 33Q (1877.618195 sec): 3 clusters Score: Raw -6484210.763647 + Penalty 2115.433178 = -6482095.330470 nChanged 17 SP:Iteration 34Q (1877.734964 sec): 3 clusters Score: Raw -6484221.331863 + Penalty 2115.433178 = -6482105.898686 nChanged 11 SP:Iteration 35Q (1877.847968 sec): 3 clusters Score: Raw -6484226.738564 + Penalty 2115.433178 = -6482111.305386 nChanged 11 SP:Iteration 36Q (1877.963152 sec): 3 clusters Score: Raw -6484231.137263 + Penalty 2115.433178 = -6482115.704085 nChanged 9 SP:Iteration 37Q (1878.077221 sec): 3 clusters Score: Raw -6484234.458765 + Penalty 2115.433178 = -6482119.025588 nChanged 8 SP:Iteration 38Q (1878.195323 sec): 3 clusters Score: Raw -6484239.032172 + Penalty 2115.433178 = -6482123.598994 nChanged 8 SP:Iteration 39Q (1878.299357 sec): 3 clusters Score: Raw -6484242.247538 + Penalty 2115.433178 = -6482126.814360 nChanged 5 SP:Iteration 40F (1878.434218 sec): 3 clusters Score: Raw -6484244.618560 + Penalty 2115.433178 = -6482129.185382 nChanged 4 SP:Iteration 41Q (1878.543584 sec): 3 clusters Score: Raw -6484245.909096 + Penalty 2115.433178 = -6482130.475918 nChanged 2 SP:Iteration 42Q (1878.660735 sec): 3 clusters Score: Raw -6484247.050709 + Penalty 2115.433178 = -6482131.617532 nChanged 4 SP:Iteration 43Q (1878.768929 sec): 3 clusters Score: Raw -6484249.485115 + Penalty 2115.433178 = -6482134.051937 nChanged 2 SP:Iteration 44Q (1878.885672 sec): 3 clusters Score: Raw -6484250.324852 + Penalty 2115.433178 = -6482134.891674 nChanged 2 SP:Iteration 45Q (1878.996499 sec): 3 clusters Score: Raw -6484251.440168 + Penalty 2115.433178 = -6482136.006991 nChanged 3 SP:Iteration 46Q (1879.111194 sec): 3 clusters Score: Raw -6484252.684537 + Penalty 2115.433178 = -6482137.251359 nChanged 3 SP:Iteration 47Q (1879.231413 sec): 3 clusters Score: Raw -6484253.747310 + Penalty 2115.433178 = -6482138.314132 nChanged 3 SP:Iteration 48Q (1879.323283 sec): 3 clusters Score: Raw -6484254.926920 + Penalty 2115.433178 = -6482139.493742 nChanged 0 SP:Iteration 49F (1879.449595 sec): 3 clusters Score: Raw -6484254.926920 + Penalty 2115.433178 = -6482139.493742 nChanged 0 Trying to split cluster 11 (282 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1879.467954 sec): 2 clusters Score: Raw -21968.250109 + Penalty 535.981172 = -21432.268937 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1879.520348 sec): 3 clusters Score: Raw -22017.027163 + Penalty 1071.962343 = -20945.064820 nChanged 72 SP:Iteration 1F (1879.565508 sec): 3 clusters Score: Raw -22297.072659 + Penalty 1071.962343 = -21225.110315 nChanged 27 SP:Iteration 2F (1879.598900 sec): 3 clusters Score: Raw -22352.549340 + Penalty 1071.962343 = -21280.586997 nChanged 15 SP:Iteration 3F (1879.638157 sec): 3 clusters Score: Raw -22393.625741 + Penalty 1071.962343 = -21321.663398 nChanged 5 SP:Iteration 4Q (1879.678374 sec): 3 clusters Score: Raw -22406.238680 + Penalty 1071.962343 = -21334.276337 nChanged 6 SP:Iteration 5Q (1879.720370 sec): 3 clusters Score: Raw -22418.412074 + Penalty 1071.962343 = -21346.449730 nChanged 0 SP:Iteration 6F (1879.762373 sec): 3 clusters Score: Raw -22418.412074 + Penalty 1071.962343 = -21346.449730 nChanged 0 Trying to split cluster 12 (22354 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1879.818989 sec): 2 clusters Score: Raw -1982853.491083 + Penalty 951.402253 = -1981902.088830 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1879.880616 sec): 3 clusters Score: Raw -1968979.112629 + Penalty 1902.804505 = -1967076.308123 nChanged 10352 SP:Iteration 1F (1879.956526 sec): 3 clusters Score: Raw -1974968.556118 + Penalty 1902.804505 = -1973065.751612 nChanged 1020 SP:Iteration 2Q (1880.035696 sec): 3 clusters Score: Raw -1975325.105600 + Penalty 1902.804505 = -1973422.301095 nChanged 1011 SP:Iteration 3Q (1880.101080 sec): 3 clusters Score: Raw -1975725.840205 + Penalty 1902.804505 = -1973823.035700 nChanged 1053 SP:Iteration 4Q (1880.173170 sec): 3 clusters Score: Raw -1976190.126406 + Penalty 1902.804505 = -1974287.321901 nChanged 1072 SP:Iteration 5Q (1880.253203 sec): 3 clusters Score: Raw -1976736.824073 + Penalty 1902.804505 = -1974834.019568 nChanged 1117 SP:Iteration 6Q (1880.319723 sec): 3 clusters Score: Raw -1977394.109114 + Penalty 1902.804505 = -1975491.304609 nChanged 1136 SP:Iteration 7F (1880.386901 sec): 3 clusters Score: Raw -1978196.170816 + Penalty 1902.804505 = -1976293.366310 nChanged 1199 SP:Iteration 8F (1880.468705 sec): 3 clusters Score: Raw -1979052.082698 + Penalty 1902.804505 = -1977149.278193 nChanged 1071 SP:Iteration 9Q (1880.544706 sec): 3 clusters Score: Raw -1979715.147166 + Penalty 1902.804505 = -1977812.342660 nChanged 785 SP:Iteration 10Q (1880.611806 sec): 3 clusters Score: Raw -1980008.040114 + Penalty 1902.804505 = -1978105.235609 nChanged 459 SP:Iteration 11Q (1880.689980 sec): 3 clusters Score: Raw -1980111.640278 + Penalty 1902.804505 = -1978208.835772 nChanged 260 SP:Iteration 12Q (1880.760856 sec): 3 clusters Score: Raw -1980155.335192 + Penalty 1902.804505 = -1978252.530687 nChanged 196 SP:Iteration 13Q (1880.838656 sec): 3 clusters Score: Raw -1980184.359052 + Penalty 1902.804505 = -1978281.554546 nChanged 150 SP:Iteration 14Q (1880.902693 sec): 3 clusters Score: Raw -1980206.706140 + Penalty 1902.804505 = -1978303.901635 nChanged 146 SP:Iteration 15Q (1880.983263 sec): 3 clusters Score: Raw -1980229.411752 + Penalty 1902.804505 = -1978326.607246 nChanged 143 SP:Iteration 16Q (1881.050221 sec): 3 clusters Score: Raw -1980253.474186 + Penalty 1902.804505 = -1978350.669681 nChanged 150 SP:Iteration 17Q (1881.131972 sec): 3 clusters Score: Raw -1980283.870259 + Penalty 1902.804505 = -1978381.065753 nChanged 186 SP:Iteration 18Q (1881.213188 sec): 3 clusters Score: Raw -1980316.935395 + Penalty 1902.804505 = -1978414.130889 nChanged 160 SP:Iteration 19Q (1881.289563 sec): 3 clusters Score: Raw -1980345.494600 + Penalty 1902.804505 = -1978442.690094 nChanged 165 SP:Iteration 20F (1881.367352 sec): 3 clusters Score: Raw -1980373.349756 + Penalty 1902.804505 = -1978470.545250 nChanged 146 SP:Iteration 21Q (1881.443311 sec): 3 clusters Score: Raw -1980397.725105 + Penalty 1902.804505 = -1978494.920600 nChanged 159 SP:Iteration 22Q (1881.514727 sec): 3 clusters Score: Raw -1980425.974401 + Penalty 1902.804505 = -1978523.169895 nChanged 162 SP:Iteration 23Q (1881.596079 sec): 3 clusters Score: Raw -1980456.604418 + Penalty 1902.804505 = -1978553.799912 nChanged 188 SP:Iteration 24Q (1881.669607 sec): 3 clusters Score: Raw -1980495.846432 + Penalty 1902.804505 = -1978593.041927 nChanged 200 SP:Iteration 25Q (1881.738559 sec): 3 clusters Score: Raw -1980534.297474 + Penalty 1902.804505 = -1978631.492968 nChanged 187 SP:Iteration 26Q (1881.822759 sec): 3 clusters Score: Raw -1980572.914995 + Penalty 1902.804505 = -1978670.110490 nChanged 194 SP:Iteration 27Q (1881.900344 sec): 3 clusters Score: Raw -1980617.542524 + Penalty 1902.804505 = -1978714.738018 nChanged 228 SP:Iteration 28Q (1881.963415 sec): 3 clusters Score: Raw -1980676.117050 + Penalty 1902.804505 = -1978773.312545 nChanged 255 SP:Iteration 29Q (1882.043994 sec): 3 clusters Score: Raw -1980745.415126 + Penalty 1902.804505 = -1978842.610621 nChanged 270 SP:Iteration 30Q (1882.111603 sec): 3 clusters Score: Raw -1980819.559132 + Penalty 1902.804505 = -1978916.754626 nChanged 258 SP:Iteration 31Q (1882.178929 sec): 3 clusters Score: Raw -1980888.012933 + Penalty 1902.804505 = -1978985.208428 nChanged 255 SP:Iteration 32Q (1882.257264 sec): 3 clusters Score: Raw -1980963.568517 + Penalty 1902.804505 = -1979060.764012 nChanged 267 SP:Iteration 33Q (1882.329353 sec): 3 clusters Score: Raw -1981043.008474 + Penalty 1902.804505 = -1979140.203969 nChanged 262 SP:Iteration 34Q (1882.404819 sec): 3 clusters Score: Raw -1981119.893714 + Penalty 1902.804505 = -1979217.089208 nChanged 258 SP:Iteration 35Q (1882.470983 sec): 3 clusters Score: Raw -1981203.248582 + Penalty 1902.804505 = -1979300.444076 nChanged 290 SP:Iteration 36Q (1882.552282 sec): 3 clusters Score: Raw -1981298.011274 + Penalty 1902.804505 = -1979395.206769 nChanged 276 SP:Iteration 37Q (1882.627671 sec): 3 clusters Score: Raw -1981392.057849 + Penalty 1902.804505 = -1979489.253343 nChanged 287 SP:Iteration 38Q (1882.687793 sec): 3 clusters Score: Raw -1981506.663857 + Penalty 1902.804505 = -1979603.859352 nChanged 313 SP:Iteration 39Q (1882.769565 sec): 3 clusters Score: Raw -1981634.539372 + Penalty 1902.804505 = -1979731.734866 nChanged 285 SP:Iteration 40F (1882.842132 sec): 3 clusters Score: Raw -1981756.816736 + Penalty 1902.804505 = -1979854.012231 nChanged 277 SP:Iteration 41Q (1882.913893 sec): 3 clusters Score: Raw -1981876.029847 + Penalty 1902.804505 = -1979973.225341 nChanged 264 SP:Iteration 42Q (1882.984121 sec): 3 clusters Score: Raw -1981992.588550 + Penalty 1902.804505 = -1980089.784045 nChanged 237 SP:Iteration 43Q (1883.043044 sec): 3 clusters Score: Raw -1982101.102008 + Penalty 1902.804505 = -1980198.297502 nChanged 229 SP:Iteration 44Q (1883.120496 sec): 3 clusters Score: Raw -1982205.704436 + Penalty 1902.804505 = -1980302.899930 nChanged 217 SP:Iteration 45Q (1883.192165 sec): 3 clusters Score: Raw -1982307.800959 + Penalty 1902.804505 = -1980404.996454 nChanged 175 SP:Iteration 46Q (1883.264648 sec): 3 clusters Score: Raw -1982387.429258 + Penalty 1902.804505 = -1980484.624752 nChanged 167 SP:Iteration 47Q (1883.335744 sec): 3 clusters Score: Raw -1982468.118110 + Penalty 1902.804505 = -1980565.313605 nChanged 149 SP:Iteration 48Q (1883.395754 sec): 3 clusters Score: Raw -1982534.395982 + Penalty 1902.804505 = -1980631.591477 nChanged 126 SP:Iteration 49Q (1883.475130 sec): 3 clusters Score: Raw -1982595.243080 + Penalty 1902.804505 = -1980692.438575 nChanged 121 SP:Iteration 50Q (1883.538995 sec): 3 clusters Score: Raw -1982654.634746 + Penalty 1902.804505 = -1980751.830240 nChanged 103 SP:Iteration 51Q (1883.604451 sec): 3 clusters Score: Raw -1982706.799118 + Penalty 1902.804505 = -1980803.994612 nChanged 85 SP:Iteration 52Q (1883.672879 sec): 3 clusters Score: Raw -1982756.991521 + Penalty 1902.804505 = -1980854.187015 nChanged 70 SP:Iteration 53Q (1883.732469 sec): 3 clusters Score: Raw -1982796.984253 + Penalty 1902.804505 = -1980894.179748 nChanged 62 SP:Iteration 54Q (1883.810438 sec): 3 clusters Score: Raw -1982832.652188 + Penalty 1902.804505 = -1980929.847682 nChanged 55 SP:Iteration 55Q (1883.882118 sec): 3 clusters Score: Raw -1982861.803783 + Penalty 1902.804505 = -1980958.999277 nChanged 47 SP:Iteration 56Q (1883.953434 sec): 3 clusters Score: Raw -1982885.266874 + Penalty 1902.804505 = -1980982.462369 nChanged 34 SP:Iteration 57Q (1884.020670 sec): 3 clusters Score: Raw -1982902.311008 + Penalty 1902.804505 = -1980999.506503 nChanged 21 SP:Iteration 58Q (1884.081281 sec): 3 clusters Score: Raw -1982911.779703 + Penalty 1902.804505 = -1981008.975197 nChanged 15 SP:Iteration 59Q (1884.142332 sec): 3 clusters Score: Raw -1982918.175946 + Penalty 1902.804505 = -1981015.371441 nChanged 12 SP:Iteration 60F (1884.227239 sec): 3 clusters Score: Raw -1982922.675583 + Penalty 1902.804505 = -1981019.871078 nChanged 6 SP:Iteration 61Q (1884.293375 sec): 3 clusters Score: Raw -1982924.620816 + Penalty 1902.804505 = -1981021.816311 nChanged 6 SP:Iteration 62Q (1884.359261 sec): 3 clusters Score: Raw -1982926.882399 + Penalty 1902.804505 = -1981024.077894 nChanged 3 SP:Iteration 63Q (1884.427517 sec): 3 clusters Score: Raw -1982928.142521 + Penalty 1902.804505 = -1981025.338016 nChanged 4 SP:Iteration 64Q (1884.500924 sec): 3 clusters Score: Raw -1982932.754304 + Penalty 1902.804505 = -1981029.949798 nChanged 9 SP:Iteration 65Q (1884.563667 sec): 3 clusters Score: Raw -1982940.719086 + Penalty 1902.804505 = -1981037.914580 nChanged 8 SP:Iteration 66Q (1884.637396 sec): 3 clusters Score: Raw -1982943.862224 + Penalty 1902.804505 = -1981041.057718 nChanged 4 SP:Iteration 67Q (1884.698098 sec): 3 clusters Score: Raw -1982944.999921 + Penalty 1902.804505 = -1981042.195416 nChanged 2 SP:Iteration 68Q (1884.763788 sec): 3 clusters Score: Raw -1982946.085855 + Penalty 1902.804505 = -1981043.281350 nChanged 2 SP:Iteration 69Q (1884.831377 sec): 3 clusters Score: Raw -1982946.653005 + Penalty 1902.804505 = -1981043.848500 nChanged 2 SP:Iteration 70Q (1884.896604 sec): 3 clusters Score: Raw -1982947.112560 + Penalty 1902.804505 = -1981044.308055 nChanged 2 SP:Iteration 71Q (1884.968296 sec): 3 clusters Score: Raw -1982947.584406 + Penalty 1902.804505 = -1981044.779901 nChanged 2 SP:Iteration 72Q (1885.037314 sec): 3 clusters Score: Raw -1982948.450318 + Penalty 1902.804505 = -1981045.645813 nChanged 3 SP:Iteration 73Q (1885.110796 sec): 3 clusters Score: Raw -1982949.109571 + Penalty 1902.804505 = -1981046.305066 nChanged 2 SP:Iteration 74Q (1885.170620 sec): 3 clusters Score: Raw -1982949.985778 + Penalty 1902.804505 = -1981047.181272 nChanged 2 SP:Iteration 75Q (1885.236445 sec): 3 clusters Score: Raw -1982950.524166 + Penalty 1902.804505 = -1981047.719660 nChanged 1 SP:Iteration 76Q (1885.293994 sec): 3 clusters Score: Raw -1982950.789473 + Penalty 1902.804505 = -1981047.984967 nChanged 0 SP:Iteration 77F (1885.364339 sec): 3 clusters Score: Raw -1982950.789473 + Penalty 1902.804505 = -1981047.984967 nChanged 0 Trying to split cluster 13 (30913 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1885.431373 sec): 2 clusters Score: Raw -2924808.240302 + Penalty 982.198548 = -2923826.041754 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1885.511254 sec): 3 clusters Score: Raw -2905156.022569 + Penalty 1964.397096 = -2903191.625473 nChanged 14481 SP:Iteration 1F (1885.599512 sec): 3 clusters Score: Raw -2913401.304002 + Penalty 1964.397096 = -2911436.906905 nChanged 1354 SP:Iteration 2Q (1885.685932 sec): 3 clusters Score: Raw -2913909.472746 + Penalty 1964.397096 = -2911945.075649 nChanged 1582 SP:Iteration 3F (1885.766170 sec): 3 clusters Score: Raw -2914712.162093 + Penalty 1964.397096 = -2912747.764996 nChanged 1866 SP:Iteration 4F (1885.850256 sec): 3 clusters Score: Raw -2915910.176855 + Penalty 1964.397096 = -2913945.779758 nChanged 2140 SP:Iteration 5F (1885.922522 sec): 3 clusters Score: Raw -2917582.906944 + Penalty 1964.397096 = -2915618.509847 nChanged 2294 SP:Iteration 6F (1886.003076 sec): 3 clusters Score: Raw -2919594.543259 + Penalty 1964.397096 = -2917630.146162 nChanged 2206 SP:Iteration 7F (1886.086191 sec): 3 clusters Score: Raw -2921703.651204 + Penalty 1964.397096 = -2919739.254108 nChanged 1696 SP:Iteration 8F (1886.165195 sec): 3 clusters Score: Raw -2923305.413351 + Penalty 1964.397096 = -2921341.016255 nChanged 975 SP:Iteration 9Q (1886.251567 sec): 3 clusters Score: Raw -2924179.398980 + Penalty 1964.397096 = -2922215.001884 nChanged 449 SP:Iteration 10Q (1886.337034 sec): 3 clusters Score: Raw -2924566.251719 + Penalty 1964.397096 = -2922601.854623 nChanged 209 SP:Iteration 11Q (1886.409471 sec): 3 clusters Score: Raw -2924739.570569 + Penalty 1964.397096 = -2922775.173472 nChanged 87 SP:Iteration 12Q (1886.484406 sec): 3 clusters Score: Raw -2924814.290806 + Penalty 1964.397096 = -2922849.893709 nChanged 52 SP:Iteration 13Q (1886.563618 sec): 3 clusters Score: Raw -2924857.673166 + Penalty 1964.397096 = -2922893.276069 nChanged 30 SP:Iteration 14Q (1886.631786 sec): 3 clusters Score: Raw -2924885.310565 + Penalty 1964.397096 = -2922920.913469 nChanged 17 SP:Iteration 15Q (1886.709952 sec): 3 clusters Score: Raw -2924901.962491 + Penalty 1964.397096 = -2922937.565394 nChanged 12 SP:Iteration 16Q (1886.782319 sec): 3 clusters Score: Raw -2924911.780949 + Penalty 1964.397096 = -2922947.383853 nChanged 5 SP:Iteration 17Q (1886.857667 sec): 3 clusters Score: Raw -2924916.762600 + Penalty 1964.397096 = -2922952.365503 nChanged 4 SP:Iteration 18Q (1886.922642 sec): 3 clusters Score: Raw -2924921.417855 + Penalty 1964.397096 = -2922957.020759 nChanged 5 SP:Iteration 19Q (1887.003597 sec): 3 clusters Score: Raw -2924926.350831 + Penalty 1964.397096 = -2922961.953735 nChanged 5 SP:Iteration 20F (1887.079220 sec): 3 clusters Score: Raw -2924930.334691 + Penalty 1964.397096 = -2922965.937595 nChanged 3 SP:Iteration 21Q (1887.150990 sec): 3 clusters Score: Raw -2924933.477892 + Penalty 1964.397096 = -2922969.080796 nChanged 2 SP:Iteration 22Q (1887.223225 sec): 3 clusters Score: Raw -2924936.238500 + Penalty 1964.397096 = -2922971.841404 nChanged 2 SP:Iteration 23Q (1887.299342 sec): 3 clusters Score: Raw -2924938.578677 + Penalty 1964.397096 = -2922974.181580 nChanged 2 SP:Iteration 24Q (1887.368691 sec): 3 clusters Score: Raw -2924940.374175 + Penalty 1964.397096 = -2922975.977079 nChanged 1 SP:Iteration 25Q (1887.441856 sec): 3 clusters Score: Raw -2924940.876426 + Penalty 1964.397096 = -2922976.479329 nChanged 1 SP:Iteration 26Q (1887.516212 sec): 3 clusters Score: Raw -2924941.674872 + Penalty 1964.397096 = -2922977.277776 nChanged 0 SP:Iteration 27F (1887.599079 sec): 3 clusters Score: Raw -2924941.674872 + Penalty 1964.397096 = -2922977.277776 nChanged 0 Trying to split cluster 14 (6002 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1887.632490 sec): 2 clusters Score: Raw -537454.206305 + Penalty 826.485562 = -536627.720743 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1887.688453 sec): 3 clusters Score: Raw -533992.492794 + Penalty 1652.971125 = -532339.521669 nChanged 2617 SP:Iteration 1F (1887.744344 sec): 3 clusters Score: Raw -535564.621725 + Penalty 1652.971125 = -533911.650600 nChanged 472 SP:Iteration 2F (1887.787316 sec): 3 clusters Score: Raw -535928.746574 + Penalty 1652.971125 = -534275.775449 nChanged 488 SP:Iteration 3F (1887.845084 sec): 3 clusters Score: Raw -536303.858402 + Penalty 1652.971125 = -534650.887277 nChanged 475 SP:Iteration 4F (1887.883165 sec): 3 clusters Score: Raw -536622.311915 + Penalty 1652.971125 = -534969.340790 nChanged 375 SP:Iteration 5F (1887.923605 sec): 3 clusters Score: Raw -536851.470174 + Penalty 1652.971125 = -535198.499049 nChanged 305 SP:Iteration 6F (1887.968736 sec): 3 clusters Score: Raw -537030.825058 + Penalty 1652.971125 = -535377.853933 nChanged 248 SP:Iteration 7Q (1888.020530 sec): 3 clusters Score: Raw -537156.082945 + Penalty 1652.971125 = -535503.111820 nChanged 182 SP:Iteration 8Q (1888.070456 sec): 3 clusters Score: Raw -537227.162817 + Penalty 1652.971125 = -535574.191693 nChanged 124 SP:Iteration 9Q (1888.116828 sec): 3 clusters Score: Raw -537279.413855 + Penalty 1652.971125 = -535626.442730 nChanged 101 SP:Iteration 10Q (1888.181642 sec): 3 clusters Score: Raw -537328.714076 + Penalty 1652.971125 = -535675.742951 nChanged 92 SP:Iteration 11Q (1888.226626 sec): 3 clusters Score: Raw -537381.246865 + Penalty 1652.971125 = -535728.275740 nChanged 88 SP:Iteration 12Q (1888.271314 sec): 3 clusters Score: Raw -537428.923923 + Penalty 1652.971125 = -535775.952798 nChanged 89 SP:Iteration 13Q (1888.336116 sec): 3 clusters Score: Raw -537479.376982 + Penalty 1652.971125 = -535826.405857 nChanged 105 SP:Iteration 14Q (1888.378753 sec): 3 clusters Score: Raw -537534.490515 + Penalty 1652.971125 = -535881.519390 nChanged 92 SP:Iteration 15Q (1888.443667 sec): 3 clusters Score: Raw -537583.908966 + Penalty 1652.971125 = -535930.937841 nChanged 80 SP:Iteration 16Q (1888.498982 sec): 3 clusters Score: Raw -537623.735709 + Penalty 1652.971125 = -535970.764584 nChanged 76 SP:Iteration 17Q (1888.549632 sec): 3 clusters Score: Raw -537651.483521 + Penalty 1652.971125 = -535998.512396 nChanged 51 SP:Iteration 18Q (1888.602457 sec): 3 clusters Score: Raw -537669.829874 + Penalty 1652.971125 = -536016.858749 nChanged 43 SP:Iteration 19Q (1888.661663 sec): 3 clusters Score: Raw -537691.388522 + Penalty 1652.971125 = -536038.417398 nChanged 41 SP:Iteration 20F (1888.713044 sec): 3 clusters Score: Raw -537712.496539 + Penalty 1652.971125 = -536059.525414 nChanged 46 SP:Iteration 21Q (1888.754176 sec): 3 clusters Score: Raw -537739.669166 + Penalty 1652.971125 = -536086.698041 nChanged 46 SP:Iteration 22Q (1888.805059 sec): 3 clusters Score: Raw -537760.291162 + Penalty 1652.971125 = -536107.320037 nChanged 37 SP:Iteration 23Q (1888.858674 sec): 3 clusters Score: Raw -537775.607556 + Penalty 1652.971125 = -536122.636431 nChanged 36 SP:Iteration 24Q (1888.913958 sec): 3 clusters Score: Raw -537789.988442 + Penalty 1652.971125 = -536137.017317 nChanged 38 SP:Iteration 25Q (1888.958832 sec): 3 clusters Score: Raw -537801.820011 + Penalty 1652.971125 = -536148.848886 nChanged 28 SP:Iteration 26Q (1889.013633 sec): 3 clusters Score: Raw -537809.628250 + Penalty 1652.971125 = -536156.657125 nChanged 20 SP:Iteration 27Q (1889.062157 sec): 3 clusters Score: Raw -537815.062169 + Penalty 1652.971125 = -536162.091044 nChanged 21 SP:Iteration 28Q (1889.117922 sec): 3 clusters Score: Raw -537820.658621 + Penalty 1652.971125 = -536167.687496 nChanged 15 SP:Iteration 29Q (1889.166722 sec): 3 clusters Score: Raw -537824.714905 + Penalty 1652.971125 = -536171.743780 nChanged 14 SP:Iteration 30Q (1889.220793 sec): 3 clusters Score: Raw -537829.106590 + Penalty 1652.971125 = -536176.135465 nChanged 16 SP:Iteration 31Q (1889.273195 sec): 3 clusters Score: Raw -537834.927723 + Penalty 1652.971125 = -536181.956598 nChanged 17 SP:Iteration 32Q (1889.312392 sec): 3 clusters Score: Raw -537840.354874 + Penalty 1652.971125 = -536187.383749 nChanged 11 SP:Iteration 33Q (1889.375160 sec): 3 clusters Score: Raw -537844.805531 + Penalty 1652.971125 = -536191.834406 nChanged 14 SP:Iteration 34Q (1889.425940 sec): 3 clusters Score: Raw -537849.807088 + Penalty 1652.971125 = -536196.835963 nChanged 8 SP:Iteration 35Q (1889.479943 sec): 3 clusters Score: Raw -537851.825848 + Penalty 1652.971125 = -536198.854723 nChanged 3 SP:Iteration 36Q (1889.532815 sec): 3 clusters Score: Raw -537852.255091 + Penalty 1652.971125 = -536199.283966 nChanged 3 SP:Iteration 37Q (1889.582072 sec): 3 clusters Score: Raw -537853.649779 + Penalty 1652.971125 = -536200.678654 nChanged 7 SP:Iteration 38Q (1889.634377 sec): 3 clusters Score: Raw -537855.721615 + Penalty 1652.971125 = -536202.750490 nChanged 6 SP:Iteration 39Q (1889.690539 sec): 3 clusters Score: Raw -537856.764242 + Penalty 1652.971125 = -536203.793117 nChanged 6 SP:Iteration 40F (1889.733027 sec): 3 clusters Score: Raw -537858.076646 + Penalty 1652.971125 = -536205.105521 nChanged 4 SP:Iteration 41Q (1889.785270 sec): 3 clusters Score: Raw -537859.061466 + Penalty 1652.971125 = -536206.090341 nChanged 3 SP:Iteration 42Q (1889.827508 sec): 3 clusters Score: Raw -537860.053618 + Penalty 1652.971125 = -536207.082493 nChanged 3 SP:Iteration 43Q (1889.874194 sec): 3 clusters Score: Raw -537861.260994 + Penalty 1652.971125 = -536208.289869 nChanged 6 SP:Iteration 44Q (1889.933891 sec): 3 clusters Score: Raw -537863.157860 + Penalty 1652.971125 = -536210.186735 nChanged 8 SP:Iteration 45Q (1889.977711 sec): 3 clusters Score: Raw -537865.298159 + Penalty 1652.971125 = -536212.327034 nChanged 7 SP:Iteration 46Q (1890.041968 sec): 3 clusters Score: Raw -537866.922374 + Penalty 1652.971125 = -536213.951249 nChanged 5 SP:Iteration 47Q (1890.083499 sec): 3 clusters Score: Raw -537869.170881 + Penalty 1652.971125 = -536216.199756 nChanged 7 SP:Iteration 48Q (1890.148027 sec): 3 clusters Score: Raw -537870.981529 + Penalty 1652.971125 = -536218.010404 nChanged 3 SP:Iteration 49Q (1890.200501 sec): 3 clusters Score: Raw -537872.734541 + Penalty 1652.971125 = -536219.763416 nChanged 5 SP:Iteration 50Q (1890.247036 sec): 3 clusters Score: Raw -537874.235561 + Penalty 1652.971125 = -536221.264436 nChanged 7 SP:Iteration 51Q (1890.288438 sec): 3 clusters Score: Raw -537876.744122 + Penalty 1652.971125 = -536223.772997 nChanged 9 SP:Iteration 52Q (1890.340406 sec): 3 clusters Score: Raw -537879.220643 + Penalty 1652.971125 = -536226.249518 nChanged 5 SP:Iteration 53Q (1890.397379 sec): 3 clusters Score: Raw -537880.233281 + Penalty 1652.971125 = -536227.262156 nChanged 5 SP:Iteration 54Q (1890.429786 sec): 3 clusters Score: Raw -537881.086741 + Penalty 1652.971125 = -536228.115616 nChanged 2 SP:Iteration 55Q (1890.485149 sec): 3 clusters Score: Raw -537881.523268 + Penalty 1652.971125 = -536228.552144 nChanged 0 SP:Iteration 56F (1890.534539 sec): 3 clusters Score: Raw -537881.523268 + Penalty 1652.971125 = -536228.552144 nChanged 0 Trying to split cluster 15 (2684 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1890.563598 sec): 2 clusters Score: Raw -245940.556180 + Penalty 750.031032 = -245190.525148 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1890.610004 sec): 3 clusters Score: Raw -244572.676936 + Penalty 1500.062065 = -243072.614872 nChanged 1069 SP:Iteration 1F (1890.664441 sec): 3 clusters Score: Raw -245289.069679 + Penalty 1500.062065 = -243789.007614 nChanged 258 SP:Iteration 2F (1890.717755 sec): 3 clusters Score: Raw -245512.835429 + Penalty 1500.062065 = -244012.773365 nChanged 189 SP:Iteration 3F (1890.767368 sec): 3 clusters Score: Raw -245659.438606 + Penalty 1500.062065 = -244159.376541 nChanged 135 SP:Iteration 4F (1890.809404 sec): 3 clusters Score: Raw -245738.052182 + Penalty 1500.062065 = -244237.990118 nChanged 97 SP:Iteration 5Q (1890.871882 sec): 3 clusters Score: Raw -245784.612633 + Penalty 1500.062065 = -244284.550568 nChanged 75 SP:Iteration 6Q (1890.922851 sec): 3 clusters Score: Raw -245820.047965 + Penalty 1500.062065 = -244319.985900 nChanged 59 SP:Iteration 7Q (1890.970739 sec): 3 clusters Score: Raw -245849.721183 + Penalty 1500.062065 = -244349.659119 nChanged 49 SP:Iteration 8Q (1891.014535 sec): 3 clusters Score: Raw -245872.560650 + Penalty 1500.062065 = -244372.498585 nChanged 36 SP:Iteration 9Q (1891.062875 sec): 3 clusters Score: Raw -245889.917245 + Penalty 1500.062065 = -244389.855180 nChanged 31 SP:Iteration 10Q (1891.105619 sec): 3 clusters Score: Raw -245901.064150 + Penalty 1500.062065 = -244401.002086 nChanged 24 SP:Iteration 11Q (1891.147345 sec): 3 clusters Score: Raw -245909.726205 + Penalty 1500.062065 = -244409.664140 nChanged 27 SP:Iteration 12Q (1891.195053 sec): 3 clusters Score: Raw -245923.054327 + Penalty 1500.062065 = -244422.992262 nChanged 34 SP:Iteration 13Q (1891.250745 sec): 3 clusters Score: Raw -245939.448326 + Penalty 1500.062065 = -244439.386261 nChanged 23 SP:Iteration 14Q (1891.292094 sec): 3 clusters Score: Raw -245954.065077 + Penalty 1500.062065 = -244454.003012 nChanged 28 SP:Iteration 15Q (1891.341124 sec): 3 clusters Score: Raw -245973.471160 + Penalty 1500.062065 = -244473.409095 nChanged 26 SP:Iteration 16Q (1891.392208 sec): 3 clusters Score: Raw -245996.256147 + Penalty 1500.062065 = -244496.194082 nChanged 29 SP:Iteration 17Q (1891.431521 sec): 3 clusters Score: Raw -246019.610809 + Penalty 1500.062065 = -244519.548745 nChanged 29 SP:Iteration 18Q (1891.486834 sec): 3 clusters Score: Raw -246037.678290 + Penalty 1500.062065 = -244537.616225 nChanged 27 SP:Iteration 19Q (1891.535009 sec): 3 clusters Score: Raw -246056.026841 + Penalty 1500.062065 = -244555.964777 nChanged 27 SP:Iteration 20F (1891.570810 sec): 3 clusters Score: Raw -246077.232443 + Penalty 1500.062065 = -244577.170378 nChanged 29 SP:Iteration 21Q (1891.625406 sec): 3 clusters Score: Raw -246092.983739 + Penalty 1500.062065 = -244592.921674 nChanged 23 SP:Iteration 22Q (1891.676165 sec): 3 clusters Score: Raw -246106.909917 + Penalty 1500.062065 = -244606.847853 nChanged 22 SP:Iteration 23Q (1891.726155 sec): 3 clusters Score: Raw -246117.989815 + Penalty 1500.062065 = -244617.927750 nChanged 16 SP:Iteration 24Q (1891.785496 sec): 3 clusters Score: Raw -246124.768258 + Penalty 1500.062065 = -244624.706194 nChanged 13 SP:Iteration 25Q (1891.827616 sec): 3 clusters Score: Raw -246131.831938 + Penalty 1500.062065 = -244631.769873 nChanged 11 SP:Iteration 26Q (1891.878139 sec): 3 clusters Score: Raw -246140.519909 + Penalty 1500.062065 = -244640.457844 nChanged 10 SP:Iteration 27Q (1891.923614 sec): 3 clusters Score: Raw -246149.040530 + Penalty 1500.062065 = -244648.978465 nChanged 9 SP:Iteration 28Q (1891.971662 sec): 3 clusters Score: Raw -246152.910586 + Penalty 1500.062065 = -244652.848522 nChanged 2 SP:Iteration 29Q (1892.013140 sec): 3 clusters Score: Raw -246153.609700 + Penalty 1500.062065 = -244653.547635 nChanged 5 SP:Iteration 30Q (1892.062378 sec): 3 clusters Score: Raw -246155.700322 + Penalty 1500.062065 = -244655.638258 nChanged 3 SP:Iteration 31Q (1892.107519 sec): 3 clusters Score: Raw -246157.203020 + Penalty 1500.062065 = -244657.140956 nChanged 4 SP:Iteration 32Q (1892.160642 sec): 3 clusters Score: Raw -246158.935704 + Penalty 1500.062065 = -244658.873639 nChanged 2 SP:Iteration 33Q (1892.210283 sec): 3 clusters Score: Raw -246159.391305 + Penalty 1500.062065 = -244659.329241 nChanged 2 SP:Iteration 34Q (1892.255603 sec): 3 clusters Score: Raw -246160.331783 + Penalty 1500.062065 = -244660.269718 nChanged 2 SP:Iteration 35Q (1892.304463 sec): 3 clusters Score: Raw -246160.734542 + Penalty 1500.062065 = -244660.672478 nChanged 1 SP:Iteration 36Q (1892.340145 sec): 3 clusters Score: Raw -246161.232530 + Penalty 1500.062065 = -244661.170465 nChanged 1 SP:Iteration 37Q (1892.391351 sec): 3 clusters Score: Raw -246161.404598 + Penalty 1500.062065 = -244661.342533 nChanged 0 SP:Iteration 38F (1892.435435 sec): 3 clusters Score: Raw -246161.404598 + Penalty 1500.062065 = -244661.342533 nChanged 0 Trying to split cluster 16 (17437 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1892.477226 sec): 2 clusters Score: Raw -1596181.138352 + Penalty 927.803218 = -1595253.335133 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1892.548334 sec): 3 clusters Score: Raw -1585485.795186 + Penalty 1855.606436 = -1583630.188749 nChanged 8042 SP:Iteration 1F (1892.603274 sec): 3 clusters Score: Raw -1589808.691961 + Penalty 1855.606436 = -1587953.085524 nChanged 1061 SP:Iteration 2F (1892.674853 sec): 3 clusters Score: Raw -1590257.727625 + Penalty 1855.606436 = -1588402.121189 nChanged 969 SP:Iteration 3F (1892.737078 sec): 3 clusters Score: Raw -1590694.472670 + Penalty 1855.606436 = -1588838.866234 nChanged 957 SP:Iteration 4F (1892.808469 sec): 3 clusters Score: Raw -1591211.614524 + Penalty 1855.606436 = -1589356.008088 nChanged 990 SP:Iteration 5F (1892.867304 sec): 3 clusters Score: Raw -1591828.801765 + Penalty 1855.606436 = -1589973.195329 nChanged 1000 SP:Iteration 6F (1892.939925 sec): 3 clusters Score: Raw -1592541.153490 + Penalty 1855.606436 = -1590685.547053 nChanged 940 SP:Iteration 7F (1893.005526 sec): 3 clusters Score: Raw -1593268.198539 + Penalty 1855.606436 = -1591412.592103 nChanged 894 SP:Iteration 8F (1893.069416 sec): 3 clusters Score: Raw -1593967.148129 + Penalty 1855.606436 = -1592111.541693 nChanged 731 SP:Iteration 9Q (1893.129689 sec): 3 clusters Score: Raw -1594525.464486 + Penalty 1855.606436 = -1592669.858050 nChanged 610 SP:Iteration 10Q (1893.193808 sec): 3 clusters Score: Raw -1594958.015823 + Penalty 1855.606436 = -1593102.409387 nChanged 472 SP:Iteration 11Q (1893.263619 sec): 3 clusters Score: Raw -1595267.204979 + Penalty 1855.606436 = -1593411.598543 nChanged 372 SP:Iteration 12Q (1893.313806 sec): 3 clusters Score: Raw -1595477.167402 + Penalty 1855.606436 = -1593621.560965 nChanged 324 SP:Iteration 13Q (1893.379067 sec): 3 clusters Score: Raw -1595665.456192 + Penalty 1855.606436 = -1593809.849755 nChanged 260 SP:Iteration 14Q (1893.439321 sec): 3 clusters Score: Raw -1595826.328863 + Penalty 1855.606436 = -1593970.722427 nChanged 223 SP:Iteration 15Q (1893.501237 sec): 3 clusters Score: Raw -1595960.754136 + Penalty 1855.606436 = -1594105.147700 nChanged 177 SP:Iteration 16Q (1893.564445 sec): 3 clusters Score: Raw -1596052.338586 + Penalty 1855.606436 = -1594196.732150 nChanged 155 SP:Iteration 17Q (1893.613499 sec): 3 clusters Score: Raw -1596135.879517 + Penalty 1855.606436 = -1594280.273080 nChanged 140 SP:Iteration 18Q (1893.676726 sec): 3 clusters Score: Raw -1596211.857515 + Penalty 1855.606436 = -1594356.251079 nChanged 109 SP:Iteration 19Q (1893.738227 sec): 3 clusters Score: Raw -1596275.194533 + Penalty 1855.606436 = -1594419.588096 nChanged 91 SP:Iteration 20F (1893.794575 sec): 3 clusters Score: Raw -1596316.626378 + Penalty 1855.606436 = -1594461.019942 nChanged 72 SP:Iteration 21Q (1893.858762 sec): 3 clusters Score: Raw -1596350.067538 + Penalty 1855.606436 = -1594494.461102 nChanged 66 SP:Iteration 22Q (1893.913081 sec): 3 clusters Score: Raw -1596382.604174 + Penalty 1855.606436 = -1594526.997737 nChanged 69 SP:Iteration 23Q (1893.982303 sec): 3 clusters Score: Raw -1596426.231903 + Penalty 1855.606436 = -1594570.625467 nChanged 59 SP:Iteration 24Q (1894.022848 sec): 3 clusters Score: Raw -1596452.216176 + Penalty 1855.606436 = -1594596.609740 nChanged 49 SP:Iteration 25Q (1894.088119 sec): 3 clusters Score: Raw -1596473.116446 + Penalty 1855.606436 = -1594617.510010 nChanged 41 SP:Iteration 26Q (1894.158205 sec): 3 clusters Score: Raw -1596490.583156 + Penalty 1855.606436 = -1594634.976720 nChanged 38 SP:Iteration 27Q (1894.224729 sec): 3 clusters Score: Raw -1596506.678956 + Penalty 1855.606436 = -1594651.072520 nChanged 39 SP:Iteration 28Q (1894.278259 sec): 3 clusters Score: Raw -1596523.045084 + Penalty 1855.606436 = -1594667.438648 nChanged 30 SP:Iteration 29Q (1894.346972 sec): 3 clusters Score: Raw -1596533.819934 + Penalty 1855.606436 = -1594678.213498 nChanged 20 SP:Iteration 30Q (1894.413520 sec): 3 clusters Score: Raw -1596539.099787 + Penalty 1855.606436 = -1594683.493350 nChanged 15 SP:Iteration 31Q (1894.472376 sec): 3 clusters Score: Raw -1596543.800218 + Penalty 1855.606436 = -1594688.193782 nChanged 18 SP:Iteration 32Q (1894.547773 sec): 3 clusters Score: Raw -1596550.164247 + Penalty 1855.606436 = -1594694.557811 nChanged 18 SP:Iteration 33Q (1894.613915 sec): 3 clusters Score: Raw -1596559.058008 + Penalty 1855.606436 = -1594703.451572 nChanged 19 SP:Iteration 34Q (1894.668982 sec): 3 clusters Score: Raw -1596568.711524 + Penalty 1855.606436 = -1594713.105088 nChanged 22 SP:Iteration 35Q (1894.741776 sec): 3 clusters Score: Raw -1596579.009040 + Penalty 1855.606436 = -1594723.402604 nChanged 16 SP:Iteration 36Q (1894.807404 sec): 3 clusters Score: Raw -1596585.267981 + Penalty 1855.606436 = -1594729.661545 nChanged 17 SP:Iteration 37Q (1894.862849 sec): 3 clusters Score: Raw -1596591.227049 + Penalty 1855.606436 = -1594735.620613 nChanged 17 SP:Iteration 38Q (1894.937712 sec): 3 clusters Score: Raw -1596596.716171 + Penalty 1855.606436 = -1594741.109735 nChanged 13 SP:Iteration 39Q (1895.003393 sec): 3 clusters Score: Raw -1596600.837431 + Penalty 1855.606436 = -1594745.230995 nChanged 5 SP:Iteration 40F (1895.068244 sec): 3 clusters Score: Raw -1596603.234750 + Penalty 1855.606436 = -1594747.628313 nChanged 4 SP:Iteration 41Q (1895.126863 sec): 3 clusters Score: Raw -1596604.503579 + Penalty 1855.606436 = -1594748.897142 nChanged 3 SP:Iteration 42Q (1895.192463 sec): 3 clusters Score: Raw -1596605.344799 + Penalty 1855.606436 = -1594749.738362 nChanged 4 SP:Iteration 43Q (1895.247231 sec): 3 clusters Score: Raw -1596606.539201 + Penalty 1855.606436 = -1594750.932765 nChanged 4 SP:Iteration 44Q (1895.309776 sec): 3 clusters Score: Raw -1596607.659279 + Penalty 1855.606436 = -1594752.052843 nChanged 3 SP:Iteration 45Q (1895.380183 sec): 3 clusters Score: Raw -1596608.443240 + Penalty 1855.606436 = -1594752.836804 nChanged 1 SP:Iteration 46Q (1895.436246 sec): 3 clusters Score: Raw -1596608.745164 + Penalty 1855.606436 = -1594753.138728 nChanged 1 SP:Iteration 47Q (1895.485522 sec): 3 clusters Score: Raw -1596608.944366 + Penalty 1855.606436 = -1594753.337930 nChanged 0 SP:Iteration 48F (1895.560224 sec): 3 clusters Score: Raw -1596608.944366 + Penalty 1855.606436 = -1594753.337930 nChanged 0 Trying to split cluster 17 (54611 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1895.638373 sec): 2 clusters Score: Raw -4986133.301643 + Penalty 1036.259108 = -4985097.042535 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1895.744143 sec): 3 clusters Score: Raw -4950623.427938 + Penalty 2072.518215 = -4948550.909723 nChanged 26200 SP:Iteration 1F (1895.864591 sec): 3 clusters Score: Raw -4965755.517900 + Penalty 2072.518215 = -4963682.999685 nChanged 2250 SP:Iteration 2Q (1895.986063 sec): 3 clusters Score: Raw -4966502.700549 + Penalty 2072.518215 = -4964430.182334 nChanged 2722 SP:Iteration 3Q (1896.105454 sec): 3 clusters Score: Raw -4967711.998949 + Penalty 2072.518215 = -4965639.480734 nChanged 3460 SP:Iteration 4F (1896.217335 sec): 3 clusters Score: Raw -4969689.458145 + Penalty 2072.518215 = -4967616.939930 nChanged 4281 SP:Iteration 5F (1896.331837 sec): 3 clusters Score: Raw -4972836.873855 + Penalty 2072.518215 = -4970764.355640 nChanged 4817 SP:Iteration 6F (1896.448590 sec): 3 clusters Score: Raw -4977108.785473 + Penalty 2072.518215 = -4975036.267257 nChanged 4352 SP:Iteration 7F (1896.554689 sec): 3 clusters Score: Raw -4981405.644059 + Penalty 2072.518215 = -4979333.125844 nChanged 2875 SP:Iteration 8F (1896.674567 sec): 3 clusters Score: Raw -4984243.207675 + Penalty 2072.518215 = -4982170.689460 nChanged 1439 SP:Iteration 9Q (1896.790596 sec): 3 clusters Score: Raw -4985615.073827 + Penalty 2072.518215 = -4983542.555612 nChanged 498 SP:Iteration 10Q (1896.900403 sec): 3 clusters Score: Raw -4986065.866503 + Penalty 2072.518215 = -4983993.348288 nChanged 139 SP:Iteration 11Q (1897.003689 sec): 3 clusters Score: Raw -4986194.807992 + Penalty 2072.518215 = -4984122.289777 nChanged 50 SP:Iteration 12Q (1897.103527 sec): 3 clusters Score: Raw -4986240.095315 + Penalty 2072.518215 = -4984167.577100 nChanged 20 SP:Iteration 13Q (1897.202684 sec): 3 clusters Score: Raw -4986262.775940 + Penalty 2072.518215 = -4984190.257725 nChanged 9 SP:Iteration 14Q (1897.308781 sec): 3 clusters Score: Raw -4986271.876207 + Penalty 2072.518215 = -4984199.357992 nChanged 6 SP:Iteration 15Q (1897.422490 sec): 3 clusters Score: Raw -4986277.634777 + Penalty 2072.518215 = -4984205.116562 nChanged 7 SP:Iteration 16Q (1897.527682 sec): 3 clusters Score: Raw -4986284.424901 + Penalty 2072.518215 = -4984211.906686 nChanged 2 SP:Iteration 17Q (1897.624353 sec): 3 clusters Score: Raw -4986286.984022 + Penalty 2072.518215 = -4984214.465806 nChanged 1 SP:Iteration 18Q (1897.735713 sec): 3 clusters Score: Raw -4986288.339242 + Penalty 2072.518215 = -4984215.821027 nChanged 1 SP:Iteration 19Q (1897.839852 sec): 3 clusters Score: Raw -4986288.437633 + Penalty 2072.518215 = -4984215.919417 nChanged 0 SP:Iteration 20F (1897.953028 sec): 3 clusters Score: Raw -4986288.437633 + Penalty 2072.518215 = -4984215.919417 nChanged 0 Trying to split cluster 18 (1790 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1897.988708 sec): 2 clusters Score: Raw -159140.999455 + Penalty 711.547235 = -158429.452219 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1898.040632 sec): 3 clusters Score: Raw -158333.578141 + Penalty 1423.094471 = -156910.483670 nChanged 688 SP:Iteration 1F (1898.092346 sec): 3 clusters Score: Raw -158822.324271 + Penalty 1423.094471 = -157399.229800 nChanged 168 SP:Iteration 2F (1898.127495 sec): 3 clusters Score: Raw -158991.178643 + Penalty 1423.094471 = -157568.084172 nChanged 145 SP:Iteration 3F (1898.181400 sec): 3 clusters Score: Raw -159143.125169 + Penalty 1423.094471 = -157720.030699 nChanged 119 SP:Iteration 4F (1898.234223 sec): 3 clusters Score: Raw -159239.919534 + Penalty 1423.094471 = -157816.825063 nChanged 88 SP:Iteration 5Q (1898.279222 sec): 3 clusters Score: Raw -159304.371664 + Penalty 1423.094471 = -157881.277193 nChanged 58 SP:Iteration 6Q (1898.332671 sec): 3 clusters Score: Raw -159339.821056 + Penalty 1423.094471 = -157916.726586 nChanged 34 SP:Iteration 7Q (1898.377913 sec): 3 clusters Score: Raw -159361.298404 + Penalty 1423.094471 = -157938.203933 nChanged 42 SP:Iteration 8Q (1898.423873 sec): 3 clusters Score: Raw -159391.125095 + Penalty 1423.094471 = -157968.030624 nChanged 45 SP:Iteration 9Q (1898.478995 sec): 3 clusters Score: Raw -159424.374309 + Penalty 1423.094471 = -158001.279839 nChanged 23 SP:Iteration 10Q (1898.519262 sec): 3 clusters Score: Raw -159434.055664 + Penalty 1423.094471 = -158010.961193 nChanged 15 SP:Iteration 11Q (1898.562698 sec): 3 clusters Score: Raw -159439.908583 + Penalty 1423.094471 = -158016.814113 nChanged 10 SP:Iteration 12Q (1898.609813 sec): 3 clusters Score: Raw -159444.491845 + Penalty 1423.094471 = -158021.397374 nChanged 6 SP:Iteration 13Q (1898.660477 sec): 3 clusters Score: Raw -159446.499830 + Penalty 1423.094471 = -158023.405359 nChanged 5 SP:Iteration 14Q (1898.712504 sec): 3 clusters Score: Raw -159448.862836 + Penalty 1423.094471 = -158025.768365 nChanged 4 SP:Iteration 15Q (1898.762609 sec): 3 clusters Score: Raw -159450.758947 + Penalty 1423.094471 = -158027.664476 nChanged 4 SP:Iteration 16Q (1898.812845 sec): 3 clusters Score: Raw -159451.469164 + Penalty 1423.094471 = -158028.374693 nChanged 1 SP:Iteration 17Q (1898.863186 sec): 3 clusters Score: Raw -159451.990904 + Penalty 1423.094471 = -158028.896433 nChanged 2 SP:Iteration 18Q (1898.912340 sec): 3 clusters Score: Raw -159453.060724 + Penalty 1423.094471 = -158029.966253 nChanged 2 SP:Iteration 19Q (1898.958065 sec): 3 clusters Score: Raw -159454.106117 + Penalty 1423.094471 = -158031.011646 nChanged 1 SP:Iteration 20F (1899.005359 sec): 3 clusters Score: Raw -159454.321919 + Penalty 1423.094471 = -158031.227448 nChanged 0 Trying to split cluster 19 (28921 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1899.072598 sec): 2 clusters Score: Raw -2788966.849935 + Penalty 975.870709 = -2787990.979226 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1899.158008 sec): 3 clusters Score: Raw -2770514.403483 + Penalty 1951.741418 = -2768562.662064 nChanged 13713 SP:Iteration 1F (1899.236595 sec): 3 clusters Score: Raw -2778398.630696 + Penalty 1951.741418 = -2776446.889278 nChanged 1312 SP:Iteration 2Q (1899.318887 sec): 3 clusters Score: Raw -2778829.172453 + Penalty 1951.741418 = -2776877.431034 nChanged 1271 SP:Iteration 3Q (1899.414777 sec): 3 clusters Score: Raw -2779260.902488 + Penalty 1951.741418 = -2777309.161070 nChanged 1272 SP:Iteration 4Q (1899.501489 sec): 3 clusters Score: Raw -2779684.076428 + Penalty 1951.741418 = -2777732.335010 nChanged 1182 SP:Iteration 5Q (1899.582456 sec): 3 clusters Score: Raw -2780085.062384 + Penalty 1951.741418 = -2778133.320966 nChanged 1195 SP:Iteration 6Q (1899.671546 sec): 3 clusters Score: Raw -2780500.830975 + Penalty 1951.741418 = -2778549.089557 nChanged 1090 SP:Iteration 7Q (1899.756261 sec): 3 clusters Score: Raw -2780850.606536 + Penalty 1951.741418 = -2778898.865117 nChanged 1060 SP:Iteration 8Q (1899.842608 sec): 3 clusters Score: Raw -2781202.099155 + Penalty 1951.741418 = -2779250.357737 nChanged 1008 SP:Iteration 9Q (1899.931278 sec): 3 clusters Score: Raw -2781574.411503 + Penalty 1951.741418 = -2779622.670085 nChanged 1044 SP:Iteration 10Q (1900.023519 sec): 3 clusters Score: Raw -2782035.238926 + Penalty 1951.741418 = -2780083.497508 nChanged 1057 SP:Iteration 11Q (1900.113294 sec): 3 clusters Score: Raw -2782615.497063 + Penalty 1951.741418 = -2780663.755645 nChanged 1097 SP:Iteration 12Q (1900.201284 sec): 3 clusters Score: Raw -2783338.779351 + Penalty 1951.741418 = -2781387.037933 nChanged 1094 SP:Iteration 13Q (1900.289404 sec): 3 clusters Score: Raw -2784050.838119 + Penalty 1951.741418 = -2782099.096701 nChanged 976 SP:Iteration 14Q (1900.376288 sec): 3 clusters Score: Raw -2784578.660425 + Penalty 1951.741418 = -2782626.919007 nChanged 740 SP:Iteration 15Q (1900.462844 sec): 3 clusters Score: Raw -2784881.435788 + Penalty 1951.741418 = -2782929.694369 nChanged 576 SP:Iteration 16Q (1900.547861 sec): 3 clusters Score: Raw -2785089.315630 + Penalty 1951.741418 = -2783137.574212 nChanged 555 SP:Iteration 17Q (1900.631697 sec): 3 clusters Score: Raw -2785290.404455 + Penalty 1951.741418 = -2783338.663037 nChanged 566 SP:Iteration 18Q (1900.706557 sec): 3 clusters Score: Raw -2785510.833495 + Penalty 1951.741418 = -2783559.092076 nChanged 603 SP:Iteration 19Q (1900.789392 sec): 3 clusters Score: Raw -2785760.813400 + Penalty 1951.741418 = -2783809.071982 nChanged 589 SP:Iteration 20F (1900.869688 sec): 3 clusters Score: Raw -2786010.448805 + Penalty 1951.741418 = -2784058.707387 nChanged 601 SP:Iteration 21Q (1900.962335 sec): 3 clusters Score: Raw -2786301.209108 + Penalty 1951.741418 = -2784349.467690 nChanged 608 SP:Iteration 22Q (1901.039712 sec): 3 clusters Score: Raw -2786617.789400 + Penalty 1951.741418 = -2784666.047982 nChanged 549 SP:Iteration 23Q (1901.121658 sec): 3 clusters Score: Raw -2786908.594681 + Penalty 1951.741418 = -2784956.853263 nChanged 497 SP:Iteration 24Q (1901.196413 sec): 3 clusters Score: Raw -2787177.269758 + Penalty 1951.741418 = -2785225.528340 nChanged 455 SP:Iteration 25Q (1901.274735 sec): 3 clusters Score: Raw -2787463.183196 + Penalty 1951.741418 = -2785511.441777 nChanged 465 SP:Iteration 26Q (1901.357616 sec): 3 clusters Score: Raw -2787766.944202 + Penalty 1951.741418 = -2785815.202784 nChanged 389 SP:Iteration 27Q (1901.437072 sec): 3 clusters Score: Raw -2788025.905952 + Penalty 1951.741418 = -2786074.164533 nChanged 345 SP:Iteration 28Q (1901.516486 sec): 3 clusters Score: Raw -2788252.751639 + Penalty 1951.741418 = -2786301.010221 nChanged 296 SP:Iteration 29Q (1901.578962 sec): 3 clusters Score: Raw -2788435.019020 + Penalty 1951.741418 = -2786483.277602 nChanged 223 SP:Iteration 30Q (1901.663201 sec): 3 clusters Score: Raw -2788566.893288 + Penalty 1951.741418 = -2786615.151870 nChanged 187 SP:Iteration 31Q (1901.743028 sec): 3 clusters Score: Raw -2788672.354168 + Penalty 1951.741418 = -2786720.612750 nChanged 160 SP:Iteration 32Q (1901.818731 sec): 3 clusters Score: Raw -2788770.892813 + Penalty 1951.741418 = -2786819.151395 nChanged 127 SP:Iteration 33Q (1901.891111 sec): 3 clusters Score: Raw -2788853.827140 + Penalty 1951.741418 = -2786902.085721 nChanged 99 SP:Iteration 34Q (1901.970382 sec): 3 clusters Score: Raw -2788921.324211 + Penalty 1951.741418 = -2786969.582793 nChanged 71 SP:Iteration 35Q (1902.048702 sec): 3 clusters Score: Raw -2788971.821794 + Penalty 1951.741418 = -2787020.080376 nChanged 59 SP:Iteration 36Q (1902.123388 sec): 3 clusters Score: Raw -2789019.166108 + Penalty 1951.741418 = -2787067.424690 nChanged 35 SP:Iteration 37Q (1902.188619 sec): 3 clusters Score: Raw -2789048.226721 + Penalty 1951.741418 = -2787096.485303 nChanged 28 SP:Iteration 38Q (1902.258407 sec): 3 clusters Score: Raw -2789068.839168 + Penalty 1951.741418 = -2787117.097750 nChanged 15 SP:Iteration 39Q (1902.333936 sec): 3 clusters Score: Raw -2789077.351550 + Penalty 1951.741418 = -2787125.610132 nChanged 11 SP:Iteration 40F (1902.426676 sec): 3 clusters Score: Raw -2789086.493611 + Penalty 1951.741418 = -2787134.752192 nChanged 9 SP:Iteration 41Q (1902.504268 sec): 3 clusters Score: Raw -2789093.204918 + Penalty 1951.741418 = -2787141.463499 nChanged 5 SP:Iteration 42Q (1902.576944 sec): 3 clusters Score: Raw -2789095.994052 + Penalty 1951.741418 = -2787144.252634 nChanged 4 SP:Iteration 43Q (1902.654766 sec): 3 clusters Score: Raw -2789098.755695 + Penalty 1951.741418 = -2787147.014276 nChanged 4 SP:Iteration 44Q (1902.727447 sec): 3 clusters Score: Raw -2789102.252995 + Penalty 1951.741418 = -2787150.511577 nChanged 2 SP:Iteration 45Q (1902.802169 sec): 3 clusters Score: Raw -2789103.439588 + Penalty 1951.741418 = -2787151.698169 nChanged 2 SP:Iteration 46Q (1902.881267 sec): 3 clusters Score: Raw -2789103.973608 + Penalty 1951.741418 = -2787152.232190 nChanged 2 SP:Iteration 47Q (1902.947897 sec): 3 clusters Score: Raw -2789109.493167 + Penalty 1951.741418 = -2787157.751749 nChanged 1 SP:Iteration 48Q (1903.035000 sec): 3 clusters Score: Raw -2789110.478473 + Penalty 1951.741418 = -2787158.737055 nChanged 1 SP:Iteration 49Q (1903.113614 sec): 3 clusters Score: Raw -2789111.071589 + Penalty 1951.741418 = -2787159.330170 nChanged 1 SP:Iteration 50Q (1903.190080 sec): 3 clusters Score: Raw -2789111.180992 + Penalty 1951.741418 = -2787159.439574 nChanged 0 SP:Iteration 51F (1903.276275 sec): 3 clusters Score: Raw -2789111.180992 + Penalty 1951.741418 = -2787159.439574 nChanged 0 Trying to split cluster 20 (20097 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1903.320662 sec): 2 clusters Score: Raw -1711929.141218 + Penalty 941.290954 = -1710987.850264 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1903.396107 sec): 3 clusters Score: Raw -1699371.115642 + Penalty 1882.581908 = -1697488.533734 nChanged 9453 SP:Iteration 1F (1903.472690 sec): 3 clusters Score: Raw -1704544.959353 + Penalty 1882.581908 = -1702662.377445 nChanged 981 SP:Iteration 2Q (1903.539211 sec): 3 clusters Score: Raw -1704917.379973 + Penalty 1882.581908 = -1703034.798065 nChanged 1055 SP:Iteration 3F (1903.617315 sec): 3 clusters Score: Raw -1705395.352066 + Penalty 1882.581908 = -1703512.770159 nChanged 1072 SP:Iteration 4F (1903.683437 sec): 3 clusters Score: Raw -1705935.187291 + Penalty 1882.581908 = -1704052.605384 nChanged 1133 SP:Iteration 5F (1903.757603 sec): 3 clusters Score: Raw -1706615.868145 + Penalty 1882.581908 = -1704733.286237 nChanged 1187 SP:Iteration 6F (1903.832652 sec): 3 clusters Score: Raw -1707479.912348 + Penalty 1882.581908 = -1705597.330440 nChanged 1306 SP:Iteration 7F (1903.903364 sec): 3 clusters Score: Raw -1708532.243065 + Penalty 1882.581908 = -1706649.661158 nChanged 1186 SP:Iteration 8F (1903.974189 sec): 3 clusters Score: Raw -1709346.066320 + Penalty 1882.581908 = -1707463.484413 nChanged 872 SP:Iteration 9Q (1904.041149 sec): 3 clusters Score: Raw -1709735.464385 + Penalty 1882.581908 = -1707852.882477 nChanged 513 SP:Iteration 10Q (1904.116115 sec): 3 clusters Score: Raw -1709880.545348 + Penalty 1882.581908 = -1707997.963440 nChanged 312 SP:Iteration 11Q (1904.201153 sec): 3 clusters Score: Raw -1709958.058074 + Penalty 1882.581908 = -1708075.476167 nChanged 254 SP:Iteration 12Q (1904.276685 sec): 3 clusters Score: Raw -1710019.419824 + Penalty 1882.581908 = -1708136.837917 nChanged 203 SP:Iteration 13Q (1904.350818 sec): 3 clusters Score: Raw -1710070.962734 + Penalty 1882.581908 = -1708188.380826 nChanged 213 SP:Iteration 14Q (1904.427134 sec): 3 clusters Score: Raw -1710121.500867 + Penalty 1882.581908 = -1708238.918960 nChanged 211 SP:Iteration 15Q (1904.503445 sec): 3 clusters Score: Raw -1710174.912289 + Penalty 1882.581908 = -1708292.330381 nChanged 196 SP:Iteration 16Q (1904.578309 sec): 3 clusters Score: Raw -1710224.273963 + Penalty 1882.581908 = -1708341.692056 nChanged 189 SP:Iteration 17Q (1904.638068 sec): 3 clusters Score: Raw -1710264.660308 + Penalty 1882.581908 = -1708382.078400 nChanged 166 SP:Iteration 18Q (1904.719213 sec): 3 clusters Score: Raw -1710293.211250 + Penalty 1882.581908 = -1708410.629342 nChanged 143 SP:Iteration 19Q (1904.789147 sec): 3 clusters Score: Raw -1710316.250711 + Penalty 1882.581908 = -1708433.668804 nChanged 150 SP:Iteration 20F (1904.862685 sec): 3 clusters Score: Raw -1710342.998191 + Penalty 1882.581908 = -1708460.416283 nChanged 147 SP:Iteration 21Q (1904.938988 sec): 3 clusters Score: Raw -1710368.665929 + Penalty 1882.581908 = -1708486.084021 nChanged 127 SP:Iteration 22Q (1905.012634 sec): 3 clusters Score: Raw -1710387.228004 + Penalty 1882.581908 = -1708504.646097 nChanged 126 SP:Iteration 23Q (1905.074512 sec): 3 clusters Score: Raw -1710406.731813 + Penalty 1882.581908 = -1708524.149905 nChanged 113 SP:Iteration 24Q (1905.138530 sec): 3 clusters Score: Raw -1710421.656447 + Penalty 1882.581908 = -1708539.074540 nChanged 102 SP:Iteration 25Q (1905.211117 sec): 3 clusters Score: Raw -1710434.107994 + Penalty 1882.581908 = -1708551.526086 nChanged 79 SP:Iteration 26Q (1905.282080 sec): 3 clusters Score: Raw -1710444.404222 + Penalty 1882.581908 = -1708561.822314 nChanged 89 SP:Iteration 27Q (1905.352084 sec): 3 clusters Score: Raw -1710457.093819 + Penalty 1882.581908 = -1708574.511912 nChanged 104 SP:Iteration 28Q (1905.423482 sec): 3 clusters Score: Raw -1710470.890358 + Penalty 1882.581908 = -1708588.308450 nChanged 99 SP:Iteration 29Q (1905.489334 sec): 3 clusters Score: Raw -1710482.931486 + Penalty 1882.581908 = -1708600.349578 nChanged 94 SP:Iteration 30Q (1905.572577 sec): 3 clusters Score: Raw -1710493.241791 + Penalty 1882.581908 = -1708610.659884 nChanged 77 SP:Iteration 31Q (1905.649296 sec): 3 clusters Score: Raw -1710501.983373 + Penalty 1882.581908 = -1708619.401465 nChanged 79 SP:Iteration 32Q (1905.708813 sec): 3 clusters Score: Raw -1710511.099995 + Penalty 1882.581908 = -1708628.518087 nChanged 75 SP:Iteration 33Q (1905.784605 sec): 3 clusters Score: Raw -1710518.392169 + Penalty 1882.581908 = -1708635.810262 nChanged 78 SP:Iteration 34Q (1905.854161 sec): 3 clusters Score: Raw -1710528.679667 + Penalty 1882.581908 = -1708646.097760 nChanged 91 SP:Iteration 35Q (1905.928340 sec): 3 clusters Score: Raw -1710540.091696 + Penalty 1882.581908 = -1708657.509789 nChanged 96 SP:Iteration 36Q (1905.995408 sec): 3 clusters Score: Raw -1710552.807381 + Penalty 1882.581908 = -1708670.225474 nChanged 98 SP:Iteration 37Q (1906.060167 sec): 3 clusters Score: Raw -1710563.390430 + Penalty 1882.581908 = -1708680.808522 nChanged 86 SP:Iteration 38Q (1906.130391 sec): 3 clusters Score: Raw -1710573.740910 + Penalty 1882.581908 = -1708691.159002 nChanged 88 SP:Iteration 39Q (1906.202172 sec): 3 clusters Score: Raw -1710585.160105 + Penalty 1882.581908 = -1708702.578198 nChanged 95 SP:Iteration 40F (1906.272665 sec): 3 clusters Score: Raw -1710597.358628 + Penalty 1882.581908 = -1708714.776720 nChanged 97 SP:Iteration 41Q (1906.354490 sec): 3 clusters Score: Raw -1710608.834828 + Penalty 1882.581908 = -1708726.252920 nChanged 97 SP:Iteration 42Q (1906.427018 sec): 3 clusters Score: Raw -1710621.502393 + Penalty 1882.581908 = -1708738.920486 nChanged 108 SP:Iteration 43Q (1906.496780 sec): 3 clusters Score: Raw -1710633.080955 + Penalty 1882.581908 = -1708750.499048 nChanged 94 SP:Iteration 44Q (1906.570583 sec): 3 clusters Score: Raw -1710645.423383 + Penalty 1882.581908 = -1708762.841475 nChanged 105 SP:Iteration 45Q (1906.638968 sec): 3 clusters Score: Raw -1710659.914774 + Penalty 1882.581908 = -1708777.332867 nChanged 109 SP:Iteration 46Q (1906.698052 sec): 3 clusters Score: Raw -1710676.209401 + Penalty 1882.581908 = -1708793.627494 nChanged 129 SP:Iteration 47Q (1906.777539 sec): 3 clusters Score: Raw -1710694.910517 + Penalty 1882.581908 = -1708812.328609 nChanged 143 SP:Iteration 48Q (1906.836725 sec): 3 clusters Score: Raw -1710716.800930 + Penalty 1882.581908 = -1708834.219022 nChanged 151 SP:Iteration 49Q (1906.908133 sec): 3 clusters Score: Raw -1710744.491919 + Penalty 1882.581908 = -1708861.910011 nChanged 170 SP:Iteration 50Q (1906.983510 sec): 3 clusters Score: Raw -1710775.496078 + Penalty 1882.581908 = -1708892.914170 nChanged 187 SP:Iteration 51Q (1907.058134 sec): 3 clusters Score: Raw -1710808.940555 + Penalty 1882.581908 = -1708926.358648 nChanged 176 SP:Iteration 52Q (1907.127995 sec): 3 clusters Score: Raw -1710840.173785 + Penalty 1882.581908 = -1708957.591878 nChanged 158 SP:Iteration 53Q (1907.204136 sec): 3 clusters Score: Raw -1710867.651278 + Penalty 1882.581908 = -1708985.069371 nChanged 184 SP:Iteration 54Q (1907.262881 sec): 3 clusters Score: Raw -1710905.469533 + Penalty 1882.581908 = -1709022.887626 nChanged 191 SP:Iteration 55Q (1907.333428 sec): 3 clusters Score: Raw -1710950.470693 + Penalty 1882.581908 = -1709067.888785 nChanged 220 SP:Iteration 56Q (1907.411645 sec): 3 clusters Score: Raw -1711011.967365 + Penalty 1882.581908 = -1709129.385458 nChanged 230 SP:Iteration 57Q (1907.488098 sec): 3 clusters Score: Raw -1711071.447638 + Penalty 1882.581908 = -1709188.865730 nChanged 233 SP:Iteration 58Q (1907.555821 sec): 3 clusters Score: Raw -1711131.793362 + Penalty 1882.581908 = -1709249.211455 nChanged 224 SP:Iteration 59Q (1907.623177 sec): 3 clusters Score: Raw -1711189.118617 + Penalty 1882.581908 = -1709306.536710 nChanged 216 SP:Iteration 60F (1907.685260 sec): 3 clusters Score: Raw -1711243.914868 + Penalty 1882.581908 = -1709361.332960 nChanged 213 SP:Iteration 61Q (1907.748687 sec): 3 clusters Score: Raw -1711301.466602 + Penalty 1882.581908 = -1709418.884695 nChanged 198 SP:Iteration 62Q (1907.822199 sec): 3 clusters Score: Raw -1711347.585043 + Penalty 1882.581908 = -1709465.003136 nChanged 189 SP:Iteration 63Q (1907.887476 sec): 3 clusters Score: Raw -1711389.847577 + Penalty 1882.581908 = -1709507.265669 nChanged 165 SP:Iteration 64Q (1907.946529 sec): 3 clusters Score: Raw -1711428.315171 + Penalty 1882.581908 = -1709545.733264 nChanged 166 SP:Iteration 65Q (1908.010517 sec): 3 clusters Score: Raw -1711465.594967 + Penalty 1882.581908 = -1709583.013059 nChanged 146 SP:Iteration 66Q (1908.077582 sec): 3 clusters Score: Raw -1711497.163232 + Penalty 1882.581908 = -1709614.581325 nChanged 150 SP:Iteration 67Q (1908.142755 sec): 3 clusters Score: Raw -1711528.311834 + Penalty 1882.581908 = -1709645.729927 nChanged 145 SP:Iteration 68Q (1908.200666 sec): 3 clusters Score: Raw -1711560.025251 + Penalty 1882.581908 = -1709677.443344 nChanged 150 SP:Iteration 69Q (1908.267033 sec): 3 clusters Score: Raw -1711594.306359 + Penalty 1882.581908 = -1709711.724451 nChanged 145 SP:Iteration 70Q (1908.334876 sec): 3 clusters Score: Raw -1711626.599899 + Penalty 1882.581908 = -1709744.017991 nChanged 162 SP:Iteration 71Q (1908.408938 sec): 3 clusters Score: Raw -1711664.474455 + Penalty 1882.581908 = -1709781.892547 nChanged 141 SP:Iteration 72Q (1908.471376 sec): 3 clusters Score: Raw -1711699.147586 + Penalty 1882.581908 = -1709816.565678 nChanged 139 SP:Iteration 73Q (1908.543539 sec): 3 clusters Score: Raw -1711727.647930 + Penalty 1882.581908 = -1709845.066023 nChanged 112 SP:Iteration 74Q (1908.616207 sec): 3 clusters Score: Raw -1711750.355472 + Penalty 1882.581908 = -1709867.773565 nChanged 112 SP:Iteration 75Q (1908.687277 sec): 3 clusters Score: Raw -1711773.500561 + Penalty 1882.581908 = -1709890.918653 nChanged 100 SP:Iteration 76Q (1908.757609 sec): 3 clusters Score: Raw -1711795.653890 + Penalty 1882.581908 = -1709913.071983 nChanged 93 SP:Iteration 77Q (1908.823957 sec): 3 clusters Score: Raw -1711815.959437 + Penalty 1882.581908 = -1709933.377530 nChanged 96 SP:Iteration 78Q (1908.893540 sec): 3 clusters Score: Raw -1711841.248525 + Penalty 1882.581908 = -1709958.666617 nChanged 95 SP:Iteration 79Q (1908.961875 sec): 3 clusters Score: Raw -1711864.315915 + Penalty 1882.581908 = -1709981.734008 nChanged 90 SP:Iteration 80F (1909.032735 sec): 3 clusters Score: Raw -1711884.332531 + Penalty 1882.581908 = -1710001.750624 nChanged 74 SP:Iteration 81Q (1909.097044 sec): 3 clusters Score: Raw -1711900.029467 + Penalty 1882.581908 = -1710017.447559 nChanged 65 SP:Iteration 82Q (1909.158731 sec): 3 clusters Score: Raw -1711914.888107 + Penalty 1882.581908 = -1710032.306200 nChanged 63 SP:Iteration 83Q (1909.232535 sec): 3 clusters Score: Raw -1711927.833836 + Penalty 1882.581908 = -1710045.251928 nChanged 53 SP:Iteration 84Q (1909.298519 sec): 3 clusters Score: Raw -1711939.465655 + Penalty 1882.581908 = -1710056.883747 nChanged 53 SP:Iteration 85Q (1909.369454 sec): 3 clusters Score: Raw -1711950.640799 + Penalty 1882.581908 = -1710068.058892 nChanged 52 SP:Iteration 86Q (1909.428758 sec): 3 clusters Score: Raw -1711961.613241 + Penalty 1882.581908 = -1710079.031334 nChanged 45 SP:Iteration 87Q (1909.500915 sec): 3 clusters Score: Raw -1711970.394832 + Penalty 1882.581908 = -1710087.812924 nChanged 45 SP:Iteration 88Q (1909.569615 sec): 3 clusters Score: Raw -1711982.679278 + Penalty 1882.581908 = -1710100.097370 nChanged 46 SP:Iteration 89Q (1909.632887 sec): 3 clusters Score: Raw -1711997.367238 + Penalty 1882.581908 = -1710114.785331 nChanged 46 SP:Iteration 90Q (1909.696944 sec): 3 clusters Score: Raw -1712011.110343 + Penalty 1882.581908 = -1710128.528436 nChanged 37 SP:Iteration 91Q (1909.756752 sec): 3 clusters Score: Raw -1712018.891256 + Penalty 1882.581908 = -1710136.309348 nChanged 26 SP:Iteration 92Q (1909.822900 sec): 3 clusters Score: Raw -1712024.516271 + Penalty 1882.581908 = -1710141.934364 nChanged 27 SP:Iteration 93Q (1909.894984 sec): 3 clusters Score: Raw -1712030.123130 + Penalty 1882.581908 = -1710147.541222 nChanged 23 SP:Iteration 94Q (1909.956616 sec): 3 clusters Score: Raw -1712034.019621 + Penalty 1882.581908 = -1710151.437713 nChanged 27 SP:Iteration 95Q (1910.028704 sec): 3 clusters Score: Raw -1712039.307862 + Penalty 1882.581908 = -1710156.725954 nChanged 25 SP:Iteration 96Q (1910.101951 sec): 3 clusters Score: Raw -1712045.847662 + Penalty 1882.581908 = -1710163.265754 nChanged 24 SP:Iteration 97Q (1910.167089 sec): 3 clusters Score: Raw -1712050.310335 + Penalty 1882.581908 = -1710167.728427 nChanged 21 SP:Iteration 98Q (1910.239949 sec): 3 clusters Score: Raw -1712055.000962 + Penalty 1882.581908 = -1710172.419054 nChanged 16 SP:Iteration 99Q (1910.299270 sec): 3 clusters Score: Raw -1712058.108298 + Penalty 1882.581908 = -1710175.526390 nChanged 11 SP:Iteration 100F (1910.375884 sec): 3 clusters Score: Raw -1712060.772693 + Penalty 1882.581908 = -1710178.190785 nChanged 15 SP:Iteration 101Q (1910.438689 sec): 3 clusters Score: Raw -1712064.026883 + Penalty 1882.581908 = -1710181.444976 nChanged 18 SP:Iteration 102Q (1910.512765 sec): 3 clusters Score: Raw -1712067.302599 + Penalty 1882.581908 = -1710184.720692 nChanged 11 SP:Iteration 103Q (1910.586053 sec): 3 clusters Score: Raw -1712069.803692 + Penalty 1882.581908 = -1710187.221784 nChanged 12 SP:Iteration 104Q (1910.643935 sec): 3 clusters Score: Raw -1712072.476047 + Penalty 1882.581908 = -1710189.894140 nChanged 12 SP:Iteration 105Q (1910.705244 sec): 3 clusters Score: Raw -1712074.824957 + Penalty 1882.581908 = -1710192.243050 nChanged 11 SP:Iteration 106Q (1910.770806 sec): 3 clusters Score: Raw -1712077.082521 + Penalty 1882.581908 = -1710194.500614 nChanged 11 SP:Iteration 107Q (1910.840963 sec): 3 clusters Score: Raw -1712079.689680 + Penalty 1882.581908 = -1710197.107772 nChanged 9 SP:Iteration 108Q (1910.912206 sec): 3 clusters Score: Raw -1712082.079983 + Penalty 1882.581908 = -1710199.498076 nChanged 12 SP:Iteration 109Q (1910.984789 sec): 3 clusters Score: Raw -1712084.408785 + Penalty 1882.581908 = -1710201.826877 nChanged 11 SP:Iteration 110Q (1911.052863 sec): 3 clusters Score: Raw -1712086.525259 + Penalty 1882.581908 = -1710203.943351 nChanged 11 SP:Iteration 111Q (1911.125025 sec): 3 clusters Score: Raw -1712088.874860 + Penalty 1882.581908 = -1710206.292952 nChanged 11 SP:Iteration 112Q (1911.188914 sec): 3 clusters Score: Raw -1712090.473758 + Penalty 1882.581908 = -1710207.891851 nChanged 8 SP:Iteration 113Q (1911.258937 sec): 3 clusters Score: Raw -1712091.859868 + Penalty 1882.581908 = -1710209.277961 nChanged 8 SP:Iteration 114Q (1911.326527 sec): 3 clusters Score: Raw -1712093.718557 + Penalty 1882.581908 = -1710211.136650 nChanged 4 SP:Iteration 115Q (1911.384104 sec): 3 clusters Score: Raw -1712094.942488 + Penalty 1882.581908 = -1710212.360580 nChanged 9 SP:Iteration 116Q (1911.459986 sec): 3 clusters Score: Raw -1712097.540416 + Penalty 1882.581908 = -1710214.958509 nChanged 7 SP:Iteration 117Q (1911.531304 sec): 3 clusters Score: Raw -1712098.334155 + Penalty 1882.581908 = -1710215.752248 nChanged 4 SP:Iteration 118Q (1911.597839 sec): 3 clusters Score: Raw -1712098.962076 + Penalty 1882.581908 = -1710216.380169 nChanged 3 SP:Iteration 119Q (1911.665497 sec): 3 clusters Score: Raw -1712099.311807 + Penalty 1882.581908 = -1710216.729899 nChanged 3 SP:Iteration 120F (1911.727240 sec): 3 clusters Score: Raw -1712099.960042 + Penalty 1882.581908 = -1710217.378134 nChanged 2 SP:Iteration 121Q (1911.797678 sec): 3 clusters Score: Raw -1712100.230892 + Penalty 1882.581908 = -1710217.648984 nChanged 3 SP:Iteration 122Q (1911.858664 sec): 3 clusters Score: Raw -1712100.893206 + Penalty 1882.581908 = -1710218.311299 nChanged 5 SP:Iteration 123Q (1911.928712 sec): 3 clusters Score: Raw -1712101.882126 + Penalty 1882.581908 = -1710219.300218 nChanged 5 SP:Iteration 124Q (1911.994084 sec): 3 clusters Score: Raw -1712102.934587 + Penalty 1882.581908 = -1710220.352680 nChanged 8 SP:Iteration 125Q (1912.061780 sec): 3 clusters Score: Raw -1712105.403150 + Penalty 1882.581908 = -1710222.821242 nChanged 8 SP:Iteration 126Q (1912.113492 sec): 3 clusters Score: Raw -1712107.653018 + Penalty 1882.581908 = -1710225.071111 nChanged 10 SP:Iteration 127Q (1912.181128 sec): 3 clusters Score: Raw -1712110.431198 + Penalty 1882.581908 = -1710227.849290 nChanged 11 SP:Iteration 128Q (1912.252075 sec): 3 clusters Score: Raw -1712114.108918 + Penalty 1882.581908 = -1710231.527011 nChanged 12 SP:Iteration 129Q (1912.329617 sec): 3 clusters Score: Raw -1712118.498953 + Penalty 1882.581908 = -1710235.917045 nChanged 17 SP:Iteration 130Q (1912.395043 sec): 3 clusters Score: Raw -1712125.225605 + Penalty 1882.581908 = -1710242.643697 nChanged 23 SP:Iteration 131Q (1912.476379 sec): 3 clusters Score: Raw -1712132.369058 + Penalty 1882.581908 = -1710249.787150 nChanged 22 SP:Iteration 132Q (1912.546928 sec): 3 clusters Score: Raw -1712139.736239 + Penalty 1882.581908 = -1710257.154332 nChanged 24 SP:Iteration 133Q (1912.615356 sec): 3 clusters Score: Raw -1712146.208607 + Penalty 1882.581908 = -1710263.626700 nChanged 21 SP:Iteration 134Q (1912.681484 sec): 3 clusters Score: Raw -1712152.169693 + Penalty 1882.581908 = -1710269.587786 nChanged 13 SP:Iteration 135Q (1912.750808 sec): 3 clusters Score: Raw -1712156.055396 + Penalty 1882.581908 = -1710273.473489 nChanged 9 SP:Iteration 136Q (1912.816182 sec): 3 clusters Score: Raw -1712158.434138 + Penalty 1882.581908 = -1710275.852230 nChanged 10 SP:Iteration 137Q (1912.876073 sec): 3 clusters Score: Raw -1712161.328062 + Penalty 1882.581908 = -1710278.746154 nChanged 9 SP:Iteration 138Q (1912.950618 sec): 3 clusters Score: Raw -1712164.057526 + Penalty 1882.581908 = -1710281.475619 nChanged 11 SP:Iteration 139Q (1913.010317 sec): 3 clusters Score: Raw -1712167.152626 + Penalty 1882.581908 = -1710284.570719 nChanged 9 SP:Iteration 140F (1913.083398 sec): 3 clusters Score: Raw -1712169.182086 + Penalty 1882.581908 = -1710286.600178 nChanged 7 SP:Iteration 141Q (1913.155212 sec): 3 clusters Score: Raw -1712170.041425 + Penalty 1882.581908 = -1710287.459518 nChanged 2 SP:Iteration 142Q (1913.223432 sec): 3 clusters Score: Raw -1712170.585909 + Penalty 1882.581908 = -1710288.004001 nChanged 5 SP:Iteration 143Q (1913.290414 sec): 3 clusters Score: Raw -1712171.473111 + Penalty 1882.581908 = -1710288.891204 nChanged 2 SP:Iteration 144Q (1913.355346 sec): 3 clusters Score: Raw -1712171.738822 + Penalty 1882.581908 = -1710289.156914 nChanged 2 SP:Iteration 145Q (1913.414925 sec): 3 clusters Score: Raw -1712171.978656 + Penalty 1882.581908 = -1710289.396748 nChanged 1 SP:Iteration 146Q (1913.475551 sec): 3 clusters Score: Raw -1712172.118862 + Penalty 1882.581908 = -1710289.536954 nChanged 2 SP:Iteration 147Q (1913.550845 sec): 3 clusters Score: Raw -1712172.630845 + Penalty 1882.581908 = -1710290.048938 nChanged 4 SP:Iteration 148Q (1913.605478 sec): 3 clusters Score: Raw -1712173.077865 + Penalty 1882.581908 = -1710290.495957 nChanged 1 SP:Iteration 149Q (1913.672208 sec): 3 clusters Score: Raw -1712173.262752 + Penalty 1882.581908 = -1710290.680845 nChanged 1 SP:Iteration 150Q (1913.740660 sec): 3 clusters Score: Raw -1712173.412859 + Penalty 1882.581908 = -1710290.830952 nChanged 1 SP:Iteration 151Q (1913.796186 sec): 3 clusters Score: Raw -1712173.525408 + Penalty 1882.581908 = -1710290.943500 nChanged 1 SP:Iteration 152Q (1913.867324 sec): 3 clusters Score: Raw -1712173.602851 + Penalty 1882.581908 = -1710291.020944 nChanged 0 SP:Iteration 153F (1913.934643 sec): 3 clusters Score: Raw -1712173.602851 + Penalty 1882.581908 = -1710291.020944 nChanged 0 Trying to split cluster 21 (31230 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1913.985547 sec): 2 clusters Score: Raw -3006336.185031 + Penalty 983.167773 = -3005353.017259 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1914.081825 sec): 3 clusters Score: Raw -2986441.497383 + Penalty 1966.335546 = -2984475.161837 nChanged 14747 SP:Iteration 1F (1914.164318 sec): 3 clusters Score: Raw -2994745.658014 + Penalty 1966.335546 = -2992779.322469 nChanged 1583 SP:Iteration 2F (1914.255322 sec): 3 clusters Score: Raw -2995360.656670 + Penalty 1966.335546 = -2993394.321124 nChanged 1622 SP:Iteration 3F (1914.347766 sec): 3 clusters Score: Raw -2996109.397121 + Penalty 1966.335546 = -2994143.061575 nChanged 1722 SP:Iteration 4F (1914.438402 sec): 3 clusters Score: Raw -2997099.985287 + Penalty 1966.335546 = -2995133.649741 nChanged 1903 SP:Iteration 5F (1914.523975 sec): 3 clusters Score: Raw -2998445.705999 + Penalty 1966.335546 = -2996479.370453 nChanged 2099 SP:Iteration 6F (1914.613682 sec): 3 clusters Score: Raw -3000066.709636 + Penalty 1966.335546 = -2998100.374091 nChanged 1830 SP:Iteration 7F (1914.697606 sec): 3 clusters Score: Raw -3001222.314074 + Penalty 1966.335546 = -2999255.978529 nChanged 1276 SP:Iteration 8Q (1914.789214 sec): 3 clusters Score: Raw -3001721.865793 + Penalty 1966.335546 = -2999755.530248 nChanged 766 SP:Iteration 9Q (1914.874820 sec): 3 clusters Score: Raw -3001936.639268 + Penalty 1966.335546 = -2999970.303723 nChanged 539 SP:Iteration 10Q (1914.969607 sec): 3 clusters Score: Raw -3002089.425521 + Penalty 1966.335546 = -3000123.089975 nChanged 478 SP:Iteration 11Q (1915.052851 sec): 3 clusters Score: Raw -3002238.480593 + Penalty 1966.335546 = -3000272.145048 nChanged 462 SP:Iteration 12Q (1915.137987 sec): 3 clusters Score: Raw -3002388.518686 + Penalty 1966.335546 = -3000422.183141 nChanged 467 SP:Iteration 13Q (1915.211879 sec): 3 clusters Score: Raw -3002542.053050 + Penalty 1966.335546 = -3000575.717505 nChanged 442 SP:Iteration 14Q (1915.296182 sec): 3 clusters Score: Raw -3002701.385419 + Penalty 1966.335546 = -3000735.049874 nChanged 467 SP:Iteration 15Q (1915.380630 sec): 3 clusters Score: Raw -3002874.539843 + Penalty 1966.335546 = -3000908.204297 nChanged 525 SP:Iteration 16Q (1915.466643 sec): 3 clusters Score: Raw -3003088.419687 + Penalty 1966.335546 = -3001122.084142 nChanged 531 SP:Iteration 17Q (1915.551187 sec): 3 clusters Score: Raw -3003313.193055 + Penalty 1966.335546 = -3001346.857509 nChanged 562 SP:Iteration 18Q (1915.630053 sec): 3 clusters Score: Raw -3003539.517816 + Penalty 1966.335546 = -3001573.182271 nChanged 536 SP:Iteration 19Q (1915.721678 sec): 3 clusters Score: Raw -3003737.465286 + Penalty 1966.335546 = -3001771.129740 nChanged 498 SP:Iteration 20F (1915.801051 sec): 3 clusters Score: Raw -3003905.847046 + Penalty 1966.335546 = -3001939.511501 nChanged 458 SP:Iteration 21Q (1915.887029 sec): 3 clusters Score: Raw -3004057.658222 + Penalty 1966.335546 = -3002091.322677 nChanged 451 SP:Iteration 22Q (1915.964146 sec): 3 clusters Score: Raw -3004191.885089 + Penalty 1966.335546 = -3002225.549544 nChanged 371 SP:Iteration 23Q (1916.055069 sec): 3 clusters Score: Raw -3004282.068559 + Penalty 1966.335546 = -3002315.733013 nChanged 346 SP:Iteration 24Q (1916.136139 sec): 3 clusters Score: Raw -3004359.252677 + Penalty 1966.335546 = -3002392.917131 nChanged 325 SP:Iteration 25Q (1916.232533 sec): 3 clusters Score: Raw -3004433.731995 + Penalty 1966.335546 = -3002467.396450 nChanged 289 SP:Iteration 26Q (1916.316419 sec): 3 clusters Score: Raw -3004502.634862 + Penalty 1966.335546 = -3002536.299316 nChanged 266 SP:Iteration 27Q (1916.391729 sec): 3 clusters Score: Raw -3004566.074276 + Penalty 1966.335546 = -3002599.738731 nChanged 262 SP:Iteration 28Q (1916.477654 sec): 3 clusters Score: Raw -3004628.917603 + Penalty 1966.335546 = -3002662.582058 nChanged 275 SP:Iteration 29Q (1916.566199 sec): 3 clusters Score: Raw -3004690.318930 + Penalty 1966.335546 = -3002723.983384 nChanged 239 SP:Iteration 30Q (1916.647175 sec): 3 clusters Score: Raw -3004737.821337 + Penalty 1966.335546 = -3002771.485792 nChanged 222 SP:Iteration 31Q (1916.731063 sec): 3 clusters Score: Raw -3004772.189633 + Penalty 1966.335546 = -3002805.854087 nChanged 195 SP:Iteration 32Q (1916.802713 sec): 3 clusters Score: Raw -3004803.295676 + Penalty 1966.335546 = -3002836.960130 nChanged 191 SP:Iteration 33Q (1916.894345 sec): 3 clusters Score: Raw -3004834.491471 + Penalty 1966.335546 = -3002868.155925 nChanged 189 SP:Iteration 34Q (1916.980871 sec): 3 clusters Score: Raw -3004860.752055 + Penalty 1966.335546 = -3002894.416509 nChanged 176 SP:Iteration 35Q (1917.061254 sec): 3 clusters Score: Raw -3004884.284631 + Penalty 1966.335546 = -3002917.949085 nChanged 163 SP:Iteration 36Q (1917.131857 sec): 3 clusters Score: Raw -3004908.056362 + Penalty 1966.335546 = -3002941.720816 nChanged 153 SP:Iteration 37Q (1917.222017 sec): 3 clusters Score: Raw -3004930.865129 + Penalty 1966.335546 = -3002964.529584 nChanged 160 SP:Iteration 38Q (1917.310955 sec): 3 clusters Score: Raw -3004953.264709 + Penalty 1966.335546 = -3002986.929163 nChanged 151 SP:Iteration 39Q (1917.391590 sec): 3 clusters Score: Raw -3004972.277444 + Penalty 1966.335546 = -3003005.941898 nChanged 150 SP:Iteration 40F (1917.468797 sec): 3 clusters Score: Raw -3004989.135609 + Penalty 1966.335546 = -3003022.800064 nChanged 140 SP:Iteration 41Q (1917.555742 sec): 3 clusters Score: Raw -3005005.092105 + Penalty 1966.335546 = -3003038.756559 nChanged 158 SP:Iteration 42Q (1917.641209 sec): 3 clusters Score: Raw -3005024.431061 + Penalty 1966.335546 = -3003058.095516 nChanged 147 SP:Iteration 43Q (1917.711885 sec): 3 clusters Score: Raw -3005042.946286 + Penalty 1966.335546 = -3003076.610740 nChanged 148 SP:Iteration 44Q (1917.798719 sec): 3 clusters Score: Raw -3005061.225616 + Penalty 1966.335546 = -3003094.890071 nChanged 135 SP:Iteration 45Q (1917.877087 sec): 3 clusters Score: Raw -3005077.543728 + Penalty 1966.335546 = -3003111.208183 nChanged 142 SP:Iteration 46Q (1917.958174 sec): 3 clusters Score: Raw -3005094.986735 + Penalty 1966.335546 = -3003128.651189 nChanged 169 SP:Iteration 47Q (1918.036031 sec): 3 clusters Score: Raw -3005116.797764 + Penalty 1966.335546 = -3003150.462218 nChanged 165 SP:Iteration 48Q (1918.128326 sec): 3 clusters Score: Raw -3005138.512753 + Penalty 1966.335546 = -3003172.177208 nChanged 157 SP:Iteration 49Q (1918.203896 sec): 3 clusters Score: Raw -3005157.367150 + Penalty 1966.335546 = -3003191.031605 nChanged 145 SP:Iteration 50Q (1918.293227 sec): 3 clusters Score: Raw -3005173.525618 + Penalty 1966.335546 = -3003207.190072 nChanged 144 SP:Iteration 51Q (1918.378203 sec): 3 clusters Score: Raw -3005191.742528 + Penalty 1966.335546 = -3003225.406983 nChanged 148 SP:Iteration 52Q (1918.453824 sec): 3 clusters Score: Raw -3005207.132938 + Penalty 1966.335546 = -3003240.797393 nChanged 126 SP:Iteration 53Q (1918.532477 sec): 3 clusters Score: Raw -3005219.281632 + Penalty 1966.335546 = -3003252.946086 nChanged 128 SP:Iteration 54Q (1918.617082 sec): 3 clusters Score: Raw -3005231.403485 + Penalty 1966.335546 = -3003265.067939 nChanged 127 SP:Iteration 55Q (1918.694357 sec): 3 clusters Score: Raw -3005244.203394 + Penalty 1966.335546 = -3003277.867849 nChanged 136 SP:Iteration 56Q (1918.778350 sec): 3 clusters Score: Raw -3005259.774045 + Penalty 1966.335546 = -3003293.438499 nChanged 150 SP:Iteration 57Q (1918.854638 sec): 3 clusters Score: Raw -3005278.817148 + Penalty 1966.335546 = -3003312.481602 nChanged 135 SP:Iteration 58Q (1918.948195 sec): 3 clusters Score: Raw -3005296.503857 + Penalty 1966.335546 = -3003330.168311 nChanged 122 SP:Iteration 59Q (1919.031661 sec): 3 clusters Score: Raw -3005313.616400 + Penalty 1966.335546 = -3003347.280855 nChanged 122 SP:Iteration 60F (1919.110835 sec): 3 clusters Score: Raw -3005330.281075 + Penalty 1966.335546 = -3003363.945529 nChanged 141 SP:Iteration 61Q (1919.185977 sec): 3 clusters Score: Raw -3005349.858736 + Penalty 1966.335546 = -3003383.523190 nChanged 152 SP:Iteration 62Q (1919.266657 sec): 3 clusters Score: Raw -3005372.511469 + Penalty 1966.335546 = -3003406.175923 nChanged 159 SP:Iteration 63Q (1919.339518 sec): 3 clusters Score: Raw -3005395.907992 + Penalty 1966.335546 = -3003429.572447 nChanged 155 SP:Iteration 64Q (1919.431072 sec): 3 clusters Score: Raw -3005417.928403 + Penalty 1966.335546 = -3003451.592858 nChanged 158 SP:Iteration 65Q (1919.513113 sec): 3 clusters Score: Raw -3005441.436473 + Penalty 1966.335546 = -3003475.100928 nChanged 150 SP:Iteration 66Q (1919.597328 sec): 3 clusters Score: Raw -3005462.785068 + Penalty 1966.335546 = -3003496.449522 nChanged 143 SP:Iteration 67Q (1919.674260 sec): 3 clusters Score: Raw -3005481.999981 + Penalty 1966.335546 = -3003515.664436 nChanged 145 SP:Iteration 68Q (1919.751291 sec): 3 clusters Score: Raw -3005502.843706 + Penalty 1966.335546 = -3003536.508160 nChanged 160 SP:Iteration 69Q (1919.843031 sec): 3 clusters Score: Raw -3005527.923508 + Penalty 1966.335546 = -3003561.587962 nChanged 182 SP:Iteration 70Q (1919.924701 sec): 3 clusters Score: Raw -3005557.278857 + Penalty 1966.335546 = -3003590.943311 nChanged 171 SP:Iteration 71Q (1920.014915 sec): 3 clusters Score: Raw -3005584.447631 + Penalty 1966.335546 = -3003618.112085 nChanged 189 SP:Iteration 72Q (1920.102493 sec): 3 clusters Score: Raw -3005616.642384 + Penalty 1966.335546 = -3003650.306838 nChanged 175 SP:Iteration 73Q (1920.184089 sec): 3 clusters Score: Raw -3005645.141945 + Penalty 1966.335546 = -3003678.806399 nChanged 153 SP:Iteration 74Q (1920.258697 sec): 3 clusters Score: Raw -3005670.363084 + Penalty 1966.335546 = -3003704.027539 nChanged 157 SP:Iteration 75Q (1920.342376 sec): 3 clusters Score: Raw -3005694.915897 + Penalty 1966.335546 = -3003728.580352 nChanged 153 SP:Iteration 76Q (1920.414755 sec): 3 clusters Score: Raw -3005719.752261 + Penalty 1966.335546 = -3003753.416716 nChanged 156 SP:Iteration 77Q (1920.500936 sec): 3 clusters Score: Raw -3005742.904741 + Penalty 1966.335546 = -3003776.569196 nChanged 149 SP:Iteration 78Q (1920.581064 sec): 3 clusters Score: Raw -3005765.184131 + Penalty 1966.335546 = -3003798.848585 nChanged 147 SP:Iteration 79Q (1920.661797 sec): 3 clusters Score: Raw -3005791.082331 + Penalty 1966.335546 = -3003824.746785 nChanged 165 SP:Iteration 80F (1920.745989 sec): 3 clusters Score: Raw -3005818.068474 + Penalty 1966.335546 = -3003851.732929 nChanged 133 SP:Iteration 81Q (1920.828802 sec): 3 clusters Score: Raw -3005840.023741 + Penalty 1966.335546 = -3003873.688195 nChanged 156 SP:Iteration 82Q (1920.908660 sec): 3 clusters Score: Raw -3005867.862780 + Penalty 1966.335546 = -3003901.527235 nChanged 152 SP:Iteration 83Q (1920.981639 sec): 3 clusters Score: Raw -3005894.591770 + Penalty 1966.335546 = -3003928.256224 nChanged 149 SP:Iteration 84Q (1921.067956 sec): 3 clusters Score: Raw -3005920.476578 + Penalty 1966.335546 = -3003954.141032 nChanged 137 SP:Iteration 85Q (1921.149548 sec): 3 clusters Score: Raw -3005946.468967 + Penalty 1966.335546 = -3003980.133422 nChanged 136 SP:Iteration 86Q (1921.231052 sec): 3 clusters Score: Raw -3005974.771448 + Penalty 1966.335546 = -3004008.435902 nChanged 143 SP:Iteration 87Q (1921.314217 sec): 3 clusters Score: Raw -3006008.130138 + Penalty 1966.335546 = -3004041.794592 nChanged 141 SP:Iteration 88Q (1921.394493 sec): 3 clusters Score: Raw -3006037.631765 + Penalty 1966.335546 = -3004071.296220 nChanged 123 SP:Iteration 89Q (1921.481820 sec): 3 clusters Score: Raw -3006059.606184 + Penalty 1966.335546 = -3004093.270639 nChanged 96 SP:Iteration 90Q (1921.566445 sec): 3 clusters Score: Raw -3006074.394701 + Penalty 1966.335546 = -3004108.059156 nChanged 101 SP:Iteration 91Q (1921.640074 sec): 3 clusters Score: Raw -3006094.344344 + Penalty 1966.335546 = -3004128.008798 nChanged 122 SP:Iteration 92Q (1921.712754 sec): 3 clusters Score: Raw -3006116.843261 + Penalty 1966.335546 = -3004150.507715 nChanged 116 SP:Iteration 93Q (1921.799899 sec): 3 clusters Score: Raw -3006141.459084 + Penalty 1966.335546 = -3004175.123538 nChanged 116 SP:Iteration 94Q (1921.884142 sec): 3 clusters Score: Raw -3006165.557540 + Penalty 1966.335546 = -3004199.221994 nChanged 111 SP:Iteration 95Q (1921.962527 sec): 3 clusters Score: Raw -3006189.852849 + Penalty 1966.335546 = -3004223.517303 nChanged 104 SP:Iteration 96Q (1922.034962 sec): 3 clusters Score: Raw -3006216.526702 + Penalty 1966.335546 = -3004250.191157 nChanged 112 SP:Iteration 97Q (1922.112685 sec): 3 clusters Score: Raw -3006245.434520 + Penalty 1966.335546 = -3004279.098975 nChanged 95 SP:Iteration 98Q (1922.204366 sec): 3 clusters Score: Raw -3006267.615322 + Penalty 1966.335546 = -3004301.279776 nChanged 88 SP:Iteration 99Q (1922.287951 sec): 3 clusters Score: Raw -3006289.624076 + Penalty 1966.335546 = -3004323.288531 nChanged 98 SP:Iteration 100F (1922.364876 sec): 3 clusters Score: Raw -3006313.405342 + Penalty 1966.335546 = -3004347.069796 nChanged 98 SP:Iteration 101Q (1922.440027 sec): 3 clusters Score: Raw -3006340.051955 + Penalty 1966.335546 = -3004373.716409 nChanged 99 SP:Iteration 102Q (1922.517294 sec): 3 clusters Score: Raw -3006369.233267 + Penalty 1966.335546 = -3004402.897721 nChanged 93 SP:Iteration 103Q (1922.601724 sec): 3 clusters Score: Raw -3006401.121566 + Penalty 1966.335546 = -3004434.786021 nChanged 98 SP:Iteration 104Q (1922.669144 sec): 3 clusters Score: Raw -3006428.903485 + Penalty 1966.335546 = -3004462.567939 nChanged 75 SP:Iteration 105Q (1922.738654 sec): 3 clusters Score: Raw -3006452.596634 + Penalty 1966.335546 = -3004486.261089 nChanged 72 SP:Iteration 106Q (1922.816946 sec): 3 clusters Score: Raw -3006473.013868 + Penalty 1966.335546 = -3004506.678323 nChanged 63 SP:Iteration 107Q (1922.896646 sec): 3 clusters Score: Raw -3006490.985451 + Penalty 1966.335546 = -3004524.649906 nChanged 55 SP:Iteration 108Q (1922.973005 sec): 3 clusters Score: Raw -3006504.668419 + Penalty 1966.335546 = -3004538.332873 nChanged 40 SP:Iteration 109Q (1923.044025 sec): 3 clusters Score: Raw -3006514.156105 + Penalty 1966.335546 = -3004547.820560 nChanged 41 SP:Iteration 110Q (1923.113202 sec): 3 clusters Score: Raw -3006524.201739 + Penalty 1966.335546 = -3004557.866193 nChanged 39 SP:Iteration 111Q (1923.187378 sec): 3 clusters Score: Raw -3006536.663848 + Penalty 1966.335546 = -3004570.328303 nChanged 46 SP:Iteration 112Q (1923.272501 sec): 3 clusters Score: Raw -3006551.266142 + Penalty 1966.335546 = -3004584.930596 nChanged 39 SP:Iteration 113Q (1923.352593 sec): 3 clusters Score: Raw -3006563.591759 + Penalty 1966.335546 = -3004597.256213 nChanged 39 SP:Iteration 114Q (1923.432024 sec): 3 clusters Score: Raw -3006574.518156 + Penalty 1966.335546 = -3004608.182610 nChanged 37 SP:Iteration 115Q (1923.515029 sec): 3 clusters Score: Raw -3006585.441612 + Penalty 1966.335546 = -3004619.106067 nChanged 31 SP:Iteration 116Q (1923.598684 sec): 3 clusters Score: Raw -3006592.314091 + Penalty 1966.335546 = -3004625.978546 nChanged 27 SP:Iteration 117Q (1923.671500 sec): 3 clusters Score: Raw -3006599.390122 + Penalty 1966.335546 = -3004633.054576 nChanged 23 SP:Iteration 118Q (1923.761209 sec): 3 clusters Score: Raw -3006604.459616 + Penalty 1966.335546 = -3004638.124071 nChanged 20 SP:Iteration 119Q (1923.841346 sec): 3 clusters Score: Raw -3006608.935478 + Penalty 1966.335546 = -3004642.599933 nChanged 19 SP:Iteration 120F (1923.929225 sec): 3 clusters Score: Raw -3006612.855750 + Penalty 1966.335546 = -3004646.520204 nChanged 17 SP:Iteration 121Q (1924.012179 sec): 3 clusters Score: Raw -3006617.918634 + Penalty 1966.335546 = -3004651.583089 nChanged 15 SP:Iteration 122Q (1924.088896 sec): 3 clusters Score: Raw -3006621.954457 + Penalty 1966.335546 = -3004655.618911 nChanged 15 SP:Iteration 123Q (1924.170770 sec): 3 clusters Score: Raw -3006624.569326 + Penalty 1966.335546 = -3004658.233780 nChanged 13 SP:Iteration 124Q (1924.252698 sec): 3 clusters Score: Raw -3006626.824999 + Penalty 1966.335546 = -3004660.489454 nChanged 8 SP:Iteration 125Q (1924.333675 sec): 3 clusters Score: Raw -3006629.074023 + Penalty 1966.335546 = -3004662.738477 nChanged 11 SP:Iteration 126Q (1924.415953 sec): 3 clusters Score: Raw -3006631.831440 + Penalty 1966.335546 = -3004665.495895 nChanged 9 SP:Iteration 127Q (1924.490958 sec): 3 clusters Score: Raw -3006633.510229 + Penalty 1966.335546 = -3004667.174684 nChanged 6 SP:Iteration 128Q (1924.567517 sec): 3 clusters Score: Raw -3006634.314448 + Penalty 1966.335546 = -3004667.978902 nChanged 3 SP:Iteration 129Q (1924.647133 sec): 3 clusters Score: Raw -3006634.676727 + Penalty 1966.335546 = -3004668.341182 nChanged 1 SP:Iteration 130Q (1924.719062 sec): 3 clusters Score: Raw -3006634.788800 + Penalty 1966.335546 = -3004668.453254 nChanged 0 SP:Iteration 131F (1924.811814 sec): 3 clusters Score: Raw -3006634.788800 + Penalty 1966.335546 = -3004668.453254 nChanged 0 Trying to split cluster 22 (120917 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1924.954453 sec): 2 clusters Score: Raw -11617508.411568 + Penalty 1111.771666 = -11616396.639903 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1925.155786 sec): 3 clusters Score: Raw -11537380.693792 + Penalty 2223.543331 = -11535157.150460 nChanged 58698 SP:Iteration 1F (1925.362870 sec): 3 clusters Score: Raw -11572648.456654 + Penalty 2223.543331 = -11570424.913323 nChanged 4560 SP:Iteration 2Q (1925.581613 sec): 3 clusters Score: Raw -11574063.513987 + Penalty 2223.543331 = -11571839.970655 nChanged 5458 SP:Iteration 3Q (1925.786290 sec): 3 clusters Score: Raw -11576227.097763 + Penalty 2223.543331 = -11574003.554432 nChanged 6704 SP:Iteration 4F (1925.982193 sec): 3 clusters Score: Raw -11579684.729954 + Penalty 2223.543331 = -11577461.186622 nChanged 8248 SP:Iteration 5F (1926.180011 sec): 3 clusters Score: Raw -11584962.131411 + Penalty 2223.543331 = -11582738.588080 nChanged 9367 SP:Iteration 6F (1926.376441 sec): 3 clusters Score: Raw -11592359.570579 + Penalty 2223.543331 = -11590136.027248 nChanged 9535 SP:Iteration 7F (1926.571814 sec): 3 clusters Score: Raw -11600885.769928 + Penalty 2223.543331 = -11598662.226597 nChanged 7948 SP:Iteration 8F (1926.773004 sec): 3 clusters Score: Raw -11608270.019665 + Penalty 2223.543331 = -11606046.476333 nChanged 5277 SP:Iteration 9Q (1926.965104 sec): 3 clusters Score: Raw -11613099.267891 + Penalty 2223.543331 = -11610875.724560 nChanged 2939 SP:Iteration 10Q (1927.154698 sec): 3 clusters Score: Raw -11615598.667727 + Penalty 2223.543331 = -11613375.124396 nChanged 1449 SP:Iteration 11Q (1927.324519 sec): 3 clusters Score: Raw -11616736.447942 + Penalty 2223.543331 = -11614512.904611 nChanged 625 SP:Iteration 12Q (1927.498624 sec): 3 clusters Score: Raw -11617193.677321 + Penalty 2223.543331 = -11614970.133989 nChanged 314 SP:Iteration 13Q (1927.667534 sec): 3 clusters Score: Raw -11617427.917225 + Penalty 2223.543331 = -11615204.373894 nChanged 147 SP:Iteration 14Q (1927.833834 sec): 3 clusters Score: Raw -11617537.340454 + Penalty 2223.543331 = -11615313.797123 nChanged 83 SP:Iteration 15Q (1927.990000 sec): 3 clusters Score: Raw -11617591.544005 + Penalty 2223.543331 = -11615368.000674 nChanged 54 SP:Iteration 16Q (1928.162125 sec): 3 clusters Score: Raw -11617632.741409 + Penalty 2223.543331 = -11615409.198078 nChanged 47 SP:Iteration 17Q (1928.331085 sec): 3 clusters Score: Raw -11617661.371824 + Penalty 2223.543331 = -11615437.828492 nChanged 25 SP:Iteration 18Q (1928.514493 sec): 3 clusters Score: Raw -11617680.994869 + Penalty 2223.543331 = -11615457.451537 nChanged 22 SP:Iteration 19Q (1928.684069 sec): 3 clusters Score: Raw -11617692.641901 + Penalty 2223.543331 = -11615469.098570 nChanged 27 SP:Iteration 20F (1928.872899 sec): 3 clusters Score: Raw -11617707.257499 + Penalty 2223.543331 = -11615483.714168 nChanged 21 SP:Iteration 21Q (1929.038076 sec): 3 clusters Score: Raw -11617715.124493 + Penalty 2223.543331 = -11615491.581161 nChanged 14 SP:Iteration 22Q (1929.203267 sec): 3 clusters Score: Raw -11617720.375674 + Penalty 2223.543331 = -11615496.832343 nChanged 9 SP:Iteration 23Q (1929.367020 sec): 3 clusters Score: Raw -11617725.005849 + Penalty 2223.543331 = -11615501.462517 nChanged 7 SP:Iteration 24Q (1929.544936 sec): 3 clusters Score: Raw -11617727.517505 + Penalty 2223.543331 = -11615503.974174 nChanged 7 SP:Iteration 25Q (1929.712806 sec): 3 clusters Score: Raw -11617730.240739 + Penalty 2223.543331 = -11615506.697408 nChanged 6 SP:Iteration 26Q (1929.872275 sec): 3 clusters Score: Raw -11617732.460479 + Penalty 2223.543331 = -11615508.917147 nChanged 4 SP:Iteration 27Q (1930.033950 sec): 3 clusters Score: Raw -11617734.280158 + Penalty 2223.543331 = -11615510.736827 nChanged 6 SP:Iteration 28Q (1930.190150 sec): 3 clusters Score: Raw -11617736.248614 + Penalty 2223.543331 = -11615512.705283 nChanged 6 SP:Iteration 29Q (1930.351624 sec): 3 clusters Score: Raw -11617738.490261 + Penalty 2223.543331 = -11615514.946929 nChanged 4 SP:Iteration 30Q (1930.509477 sec): 3 clusters Score: Raw -11617739.618911 + Penalty 2223.543331 = -11615516.075580 nChanged 4 SP:Iteration 31Q (1930.672103 sec): 3 clusters Score: Raw -11617742.255533 + Penalty 2223.543331 = -11615518.712202 nChanged 6 SP:Iteration 32Q (1930.852893 sec): 3 clusters Score: Raw -11617748.181360 + Penalty 2223.543331 = -11615524.638029 nChanged 13 SP:Iteration 33Q (1931.016760 sec): 3 clusters Score: Raw -11617754.102211 + Penalty 2223.543331 = -11615530.558880 nChanged 12 SP:Iteration 34Q (1931.174903 sec): 3 clusters Score: Raw -11617758.350305 + Penalty 2223.543331 = -11615534.806974 nChanged 11 SP:Iteration 35Q (1931.329649 sec): 3 clusters Score: Raw -11617764.468276 + Penalty 2223.543331 = -11615540.924944 nChanged 13 SP:Iteration 36Q (1931.486340 sec): 3 clusters Score: Raw -11617773.174155 + Penalty 2223.543331 = -11615549.630824 nChanged 13 SP:Iteration 37Q (1931.650654 sec): 3 clusters Score: Raw -11617781.854163 + Penalty 2223.543331 = -11615558.310831 nChanged 13 SP:Iteration 38Q (1931.812936 sec): 3 clusters Score: Raw -11617788.740155 + Penalty 2223.543331 = -11615565.196824 nChanged 4 SP:Iteration 39Q (1931.979287 sec): 3 clusters Score: Raw -11617790.434924 + Penalty 2223.543331 = -11615566.891592 nChanged 8 SP:Iteration 40F (1932.171556 sec): 3 clusters Score: Raw -11617792.881587 + Penalty 2223.543331 = -11615569.338256 nChanged 1 SP:Iteration 41Q (1932.335607 sec): 3 clusters Score: Raw -11617793.428613 + Penalty 2223.543331 = -11615569.885281 nChanged 1 SP:Iteration 42Q (1932.504877 sec): 3 clusters Score: Raw -11617793.927249 + Penalty 2223.543331 = -11615570.383918 nChanged 2 SP:Iteration 43Q (1932.670572 sec): 3 clusters Score: Raw -11617794.574586 + Penalty 2223.543331 = -11615571.031254 nChanged 1 SP:Iteration 44Q (1932.823199 sec): 3 clusters Score: Raw -11617794.777412 + Penalty 2223.543331 = -11615571.234081 nChanged 0 SP:Iteration 45F (1933.006055 sec): 3 clusters Score: Raw -11617794.777412 + Penalty 2223.543331 = -11615571.234081 nChanged 0 Trying to split cluster 23 (178 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1933.046077 sec): 2 clusters Score: Raw -12471.175454 + Penalty 492.269437 = -11978.906017 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1933.095760 sec): 3 clusters Score: Raw -12651.384445 + Penalty 984.538875 = -11666.845570 nChanged 47 SP:Iteration 1F (1933.128404 sec): 3 clusters Score: Raw -12803.737583 + Penalty 984.538875 = -11819.198709 nChanged 17 SP:Iteration 2F (1933.186352 sec): 3 clusters Score: Raw -12856.923780 + Penalty 984.538875 = -11872.384905 nChanged 5 SP:Iteration 3Q (1933.234207 sec): 3 clusters Score: Raw -12867.222024 + Penalty 984.538875 = -11882.683149 nChanged 3 SP:Iteration 4Q (1933.278065 sec): 3 clusters Score: Raw -12872.111545 + Penalty 984.538875 = -11887.572670 nChanged 0 SP:Iteration 5F (1933.324373 sec): 3 clusters Score: Raw -12872.111545 + Penalty 984.538875 = -11887.572670 nChanged 0 Trying to split cluster 24 (3910 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1933.349658 sec): 2 clusters Score: Raw -337343.948766 + Penalty 785.772802 = -336558.175964 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1933.404703 sec): 3 clusters Score: Raw -335202.501205 + Penalty 1571.545604 = -333630.955601 nChanged 1641 SP:Iteration 1F (1933.450989 sec): 3 clusters Score: Raw -336143.548268 + Penalty 1571.545604 = -334572.002664 nChanged 277 SP:Iteration 2F (1933.505176 sec): 3 clusters Score: Raw -336287.127744 + Penalty 1571.545604 = -334715.582140 nChanged 212 SP:Iteration 3F (1933.545162 sec): 3 clusters Score: Raw -336388.130793 + Penalty 1571.545604 = -334816.585189 nChanged 168 SP:Iteration 4Q (1933.596006 sec): 3 clusters Score: Raw -336463.377574 + Penalty 1571.545604 = -334891.831970 nChanged 150 SP:Iteration 5Q (1933.649119 sec): 3 clusters Score: Raw -336538.537587 + Penalty 1571.545604 = -334966.991983 nChanged 140 SP:Iteration 6Q (1933.694393 sec): 3 clusters Score: Raw -336612.641182 + Penalty 1571.545604 = -335041.095578 nChanged 141 SP:Iteration 7Q (1933.740188 sec): 3 clusters Score: Raw -336712.000617 + Penalty 1571.545604 = -335140.455013 nChanged 158 SP:Iteration 8Q (1933.793536 sec): 3 clusters Score: Raw -336819.104094 + Penalty 1571.545604 = -335247.558490 nChanged 166 SP:Iteration 9Q (1933.848377 sec): 3 clusters Score: Raw -336925.691472 + Penalty 1571.545604 = -335354.145867 nChanged 153 SP:Iteration 10Q (1933.899018 sec): 3 clusters Score: Raw -337016.352170 + Penalty 1571.545604 = -335444.806566 nChanged 141 SP:Iteration 11Q (1933.954561 sec): 3 clusters Score: Raw -337107.423644 + Penalty 1571.545604 = -335535.878040 nChanged 128 SP:Iteration 12Q (1934.001891 sec): 3 clusters Score: Raw -337207.743697 + Penalty 1571.545604 = -335636.198093 nChanged 132 SP:Iteration 13Q (1934.054684 sec): 3 clusters Score: Raw -337307.890554 + Penalty 1571.545604 = -335736.344950 nChanged 108 SP:Iteration 14Q (1934.101094 sec): 3 clusters Score: Raw -337379.863348 + Penalty 1571.545604 = -335808.317744 nChanged 77 SP:Iteration 15Q (1934.144820 sec): 3 clusters Score: Raw -337425.259895 + Penalty 1571.545604 = -335853.714291 nChanged 66 SP:Iteration 16Q (1934.191576 sec): 3 clusters Score: Raw -337470.196293 + Penalty 1571.545604 = -335898.650689 nChanged 56 SP:Iteration 17Q (1934.242049 sec): 3 clusters Score: Raw -337509.285974 + Penalty 1571.545604 = -335937.740370 nChanged 52 SP:Iteration 18Q (1934.303169 sec): 3 clusters Score: Raw -337540.746021 + Penalty 1571.545604 = -335969.200417 nChanged 33 SP:Iteration 19Q (1934.353516 sec): 3 clusters Score: Raw -337565.085775 + Penalty 1571.545604 = -335993.540170 nChanged 26 SP:Iteration 20F (1934.405566 sec): 3 clusters Score: Raw -337583.572367 + Penalty 1571.545604 = -336012.026763 nChanged 31 SP:Iteration 21Q (1934.458063 sec): 3 clusters Score: Raw -337608.496162 + Penalty 1571.545604 = -336036.950558 nChanged 23 SP:Iteration 22Q (1934.508749 sec): 3 clusters Score: Raw -337622.715164 + Penalty 1571.545604 = -336051.169560 nChanged 24 SP:Iteration 23Q (1934.560314 sec): 3 clusters Score: Raw -337634.190853 + Penalty 1571.545604 = -336062.645249 nChanged 11 SP:Iteration 24Q (1934.612951 sec): 3 clusters Score: Raw -337638.649027 + Penalty 1571.545604 = -336067.103422 nChanged 13 SP:Iteration 25Q (1934.662360 sec): 3 clusters Score: Raw -337642.043651 + Penalty 1571.545604 = -336070.498046 nChanged 8 SP:Iteration 26Q (1934.715471 sec): 3 clusters Score: Raw -337646.978648 + Penalty 1571.545604 = -336075.433044 nChanged 10 SP:Iteration 27Q (1934.765568 sec): 3 clusters Score: Raw -337651.228705 + Penalty 1571.545604 = -336079.683100 nChanged 6 SP:Iteration 28Q (1934.811762 sec): 3 clusters Score: Raw -337656.289923 + Penalty 1571.545604 = -336084.744319 nChanged 8 SP:Iteration 29Q (1934.864539 sec): 3 clusters Score: Raw -337658.608520 + Penalty 1571.545604 = -336087.062916 nChanged 6 SP:Iteration 30Q (1934.919467 sec): 3 clusters Score: Raw -337662.408243 + Penalty 1571.545604 = -336090.862639 nChanged 7 SP:Iteration 31Q (1934.959810 sec): 3 clusters Score: Raw -337666.002655 + Penalty 1571.545604 = -336094.457051 nChanged 8 SP:Iteration 32Q (1935.003585 sec): 3 clusters Score: Raw -337669.653464 + Penalty 1571.545604 = -336098.107860 nChanged 2 SP:Iteration 33Q (1935.062723 sec): 3 clusters Score: Raw -337670.037375 + Penalty 1571.545604 = -336098.491770 nChanged 2 SP:Iteration 34Q (1935.116980 sec): 3 clusters Score: Raw -337670.453954 + Penalty 1571.545604 = -336098.908350 nChanged 0 SP:Iteration 35F (1935.159203 sec): 3 clusters Score: Raw -337670.453954 + Penalty 1571.545604 = -336098.908350 nChanged 0 Trying to split cluster 25 (13917 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1935.201052 sec): 2 clusters Score: Raw -1332896.604527 + Penalty 906.382307 = -1331990.222220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1935.254854 sec): 3 clusters Score: Raw -1324408.066163 + Penalty 1812.764615 = -1322595.301548 nChanged 6341 SP:Iteration 1F (1935.322869 sec): 3 clusters Score: Raw -1328050.268529 + Penalty 1812.764615 = -1326237.503915 nChanged 722 SP:Iteration 2F (1935.389094 sec): 3 clusters Score: Raw -1328354.754772 + Penalty 1812.764615 = -1326541.990157 nChanged 721 SP:Iteration 3F (1935.435999 sec): 3 clusters Score: Raw -1328704.743140 + Penalty 1812.764615 = -1326891.978525 nChanged 720 SP:Iteration 4F (1935.501625 sec): 3 clusters Score: Raw -1329088.502067 + Penalty 1812.764615 = -1327275.737452 nChanged 740 SP:Iteration 5F (1935.555515 sec): 3 clusters Score: Raw -1329533.792159 + Penalty 1812.764615 = -1327721.027544 nChanged 795 SP:Iteration 6F (1935.613129 sec): 3 clusters Score: Raw -1330047.866721 + Penalty 1812.764615 = -1328235.102106 nChanged 770 SP:Iteration 7F (1935.681823 sec): 3 clusters Score: Raw -1330531.710451 + Penalty 1812.764615 = -1328718.945836 nChanged 658 SP:Iteration 8Q (1935.744664 sec): 3 clusters Score: Raw -1330900.725212 + Penalty 1812.764615 = -1329087.960598 nChanged 530 SP:Iteration 9Q (1935.812431 sec): 3 clusters Score: Raw -1331161.591165 + Penalty 1812.764615 = -1329348.826550 nChanged 430 SP:Iteration 10Q (1935.873017 sec): 3 clusters Score: Raw -1331347.572755 + Penalty 1812.764615 = -1329534.808141 nChanged 336 SP:Iteration 11Q (1935.938823 sec): 3 clusters Score: Raw -1331485.137022 + Penalty 1812.764615 = -1329672.372407 nChanged 304 SP:Iteration 12Q (1936.003202 sec): 3 clusters Score: Raw -1331609.736798 + Penalty 1812.764615 = -1329796.972183 nChanged 273 SP:Iteration 13Q (1936.062525 sec): 3 clusters Score: Raw -1331712.837590 + Penalty 1812.764615 = -1329900.072975 nChanged 227 SP:Iteration 14Q (1936.120679 sec): 3 clusters Score: Raw -1331802.465519 + Penalty 1812.764615 = -1329989.700904 nChanged 233 SP:Iteration 15Q (1936.177535 sec): 3 clusters Score: Raw -1331883.176328 + Penalty 1812.764615 = -1330070.411713 nChanged 221 SP:Iteration 16Q (1936.230060 sec): 3 clusters Score: Raw -1331960.031050 + Penalty 1812.764615 = -1330147.266435 nChanged 194 SP:Iteration 17Q (1936.299639 sec): 3 clusters Score: Raw -1332017.838199 + Penalty 1812.764615 = -1330205.073584 nChanged 171 SP:Iteration 18Q (1936.359402 sec): 3 clusters Score: Raw -1332071.370307 + Penalty 1812.764615 = -1330258.605692 nChanged 158 SP:Iteration 19Q (1936.414285 sec): 3 clusters Score: Raw -1332119.126015 + Penalty 1812.764615 = -1330306.361400 nChanged 148 SP:Iteration 20F (1936.468097 sec): 3 clusters Score: Raw -1332154.515427 + Penalty 1812.764615 = -1330341.750813 nChanged 102 SP:Iteration 21Q (1936.526585 sec): 3 clusters Score: Raw -1332176.167577 + Penalty 1812.764615 = -1330363.402962 nChanged 95 SP:Iteration 22Q (1936.597656 sec): 3 clusters Score: Raw -1332197.159297 + Penalty 1812.764615 = -1330384.394682 nChanged 98 SP:Iteration 23Q (1936.654537 sec): 3 clusters Score: Raw -1332220.826399 + Penalty 1812.764615 = -1330408.061784 nChanged 98 SP:Iteration 24Q (1936.711676 sec): 3 clusters Score: Raw -1332243.482117 + Penalty 1812.764615 = -1330430.717503 nChanged 96 SP:Iteration 25Q (1936.782536 sec): 3 clusters Score: Raw -1332265.862316 + Penalty 1812.764615 = -1330453.097702 nChanged 94 SP:Iteration 26Q (1936.831444 sec): 3 clusters Score: Raw -1332289.451121 + Penalty 1812.764615 = -1330476.686506 nChanged 91 SP:Iteration 27Q (1936.899071 sec): 3 clusters Score: Raw -1332306.799813 + Penalty 1812.764615 = -1330494.035198 nChanged 73 SP:Iteration 28Q (1936.961307 sec): 3 clusters Score: Raw -1332318.050070 + Penalty 1812.764615 = -1330505.285456 nChanged 57 SP:Iteration 29Q (1937.025467 sec): 3 clusters Score: Raw -1332325.849456 + Penalty 1812.764615 = -1330513.084841 nChanged 52 SP:Iteration 30Q (1937.085364 sec): 3 clusters Score: Raw -1332331.831564 + Penalty 1812.764615 = -1330519.066949 nChanged 45 SP:Iteration 31Q (1937.148208 sec): 3 clusters Score: Raw -1332336.961734 + Penalty 1812.764615 = -1330524.197119 nChanged 40 SP:Iteration 32Q (1937.217297 sec): 3 clusters Score: Raw -1332341.951779 + Penalty 1812.764615 = -1330529.187164 nChanged 55 SP:Iteration 33Q (1937.279154 sec): 3 clusters Score: Raw -1332349.170650 + Penalty 1812.764615 = -1330536.406035 nChanged 61 SP:Iteration 34Q (1937.338883 sec): 3 clusters Score: Raw -1332358.081453 + Penalty 1812.764615 = -1330545.316838 nChanged 65 SP:Iteration 35Q (1937.404294 sec): 3 clusters Score: Raw -1332367.966725 + Penalty 1812.764615 = -1330555.202110 nChanged 73 SP:Iteration 36Q (1937.459385 sec): 3 clusters Score: Raw -1332381.442909 + Penalty 1812.764615 = -1330568.678295 nChanged 74 SP:Iteration 37Q (1937.520266 sec): 3 clusters Score: Raw -1332394.541815 + Penalty 1812.764615 = -1330581.777200 nChanged 71 SP:Iteration 38Q (1937.579384 sec): 3 clusters Score: Raw -1332406.126819 + Penalty 1812.764615 = -1330593.362204 nChanged 70 SP:Iteration 39Q (1937.646140 sec): 3 clusters Score: Raw -1332416.615814 + Penalty 1812.764615 = -1330603.851200 nChanged 61 SP:Iteration 40F (1937.690993 sec): 3 clusters Score: Raw -1332424.726394 + Penalty 1812.764615 = -1330611.961779 nChanged 67 SP:Iteration 41Q (1937.752934 sec): 3 clusters Score: Raw -1332434.331127 + Penalty 1812.764615 = -1330621.566512 nChanged 64 SP:Iteration 42Q (1937.807981 sec): 3 clusters Score: Raw -1332445.262792 + Penalty 1812.764615 = -1330632.498177 nChanged 67 SP:Iteration 43Q (1937.873243 sec): 3 clusters Score: Raw -1332456.515901 + Penalty 1812.764615 = -1330643.751286 nChanged 62 SP:Iteration 44Q (1937.936029 sec): 3 clusters Score: Raw -1332466.091143 + Penalty 1812.764615 = -1330653.326529 nChanged 65 SP:Iteration 45Q (1938.000067 sec): 3 clusters Score: Raw -1332476.171178 + Penalty 1812.764615 = -1330663.406564 nChanged 67 SP:Iteration 46Q (1938.069519 sec): 3 clusters Score: Raw -1332486.380546 + Penalty 1812.764615 = -1330673.615931 nChanged 66 SP:Iteration 47Q (1938.133793 sec): 3 clusters Score: Raw -1332498.052101 + Penalty 1812.764615 = -1330685.287486 nChanged 75 SP:Iteration 48Q (1938.196683 sec): 3 clusters Score: Raw -1332513.916212 + Penalty 1812.764615 = -1330701.151597 nChanged 81 SP:Iteration 49Q (1938.261688 sec): 3 clusters Score: Raw -1332529.381506 + Penalty 1812.764615 = -1330716.616891 nChanged 87 SP:Iteration 50Q (1938.323336 sec): 3 clusters Score: Raw -1332546.122841 + Penalty 1812.764615 = -1330733.358226 nChanged 84 SP:Iteration 51Q (1938.386352 sec): 3 clusters Score: Raw -1332561.233928 + Penalty 1812.764615 = -1330748.469313 nChanged 82 SP:Iteration 52Q (1938.452694 sec): 3 clusters Score: Raw -1332576.102830 + Penalty 1812.764615 = -1330763.338215 nChanged 71 SP:Iteration 53Q (1938.505826 sec): 3 clusters Score: Raw -1332587.390079 + Penalty 1812.764615 = -1330774.625464 nChanged 66 SP:Iteration 54Q (1938.567656 sec): 3 clusters Score: Raw -1332598.408804 + Penalty 1812.764615 = -1330785.644189 nChanged 66 SP:Iteration 55Q (1938.629355 sec): 3 clusters Score: Raw -1332608.881308 + Penalty 1812.764615 = -1330796.116693 nChanged 56 SP:Iteration 56Q (1938.693137 sec): 3 clusters Score: Raw -1332617.249938 + Penalty 1812.764615 = -1330804.485323 nChanged 55 SP:Iteration 57Q (1938.745514 sec): 3 clusters Score: Raw -1332625.699842 + Penalty 1812.764615 = -1330812.935227 nChanged 56 SP:Iteration 58Q (1938.813447 sec): 3 clusters Score: Raw -1332633.476273 + Penalty 1812.764615 = -1330820.711658 nChanged 65 SP:Iteration 59Q (1938.875730 sec): 3 clusters Score: Raw -1332643.176951 + Penalty 1812.764615 = -1330830.412336 nChanged 69 SP:Iteration 60F (1938.930400 sec): 3 clusters Score: Raw -1332653.907070 + Penalty 1812.764615 = -1330841.142455 nChanged 66 SP:Iteration 61Q (1938.998057 sec): 3 clusters Score: Raw -1332662.049805 + Penalty 1812.764615 = -1330849.285190 nChanged 55 SP:Iteration 62Q (1939.060542 sec): 3 clusters Score: Raw -1332670.254498 + Penalty 1812.764615 = -1330857.489884 nChanged 57 SP:Iteration 63Q (1939.123765 sec): 3 clusters Score: Raw -1332676.861321 + Penalty 1812.764615 = -1330864.096707 nChanged 58 SP:Iteration 64Q (1939.176515 sec): 3 clusters Score: Raw -1332685.438557 + Penalty 1812.764615 = -1330872.673942 nChanged 59 SP:Iteration 65Q (1939.243338 sec): 3 clusters Score: Raw -1332692.385592 + Penalty 1812.764615 = -1330879.620977 nChanged 50 SP:Iteration 66Q (1939.300366 sec): 3 clusters Score: Raw -1332699.413203 + Penalty 1812.764615 = -1330886.648588 nChanged 51 SP:Iteration 67Q (1939.372934 sec): 3 clusters Score: Raw -1332706.272773 + Penalty 1812.764615 = -1330893.508158 nChanged 54 SP:Iteration 68Q (1939.430555 sec): 3 clusters Score: Raw -1332713.380877 + Penalty 1812.764615 = -1330900.616262 nChanged 55 SP:Iteration 69Q (1939.483588 sec): 3 clusters Score: Raw -1332722.021580 + Penalty 1812.764615 = -1330909.256965 nChanged 68 SP:Iteration 70Q (1939.543485 sec): 3 clusters Score: Raw -1332732.222528 + Penalty 1812.764615 = -1330919.457913 nChanged 64 SP:Iteration 71Q (1939.616829 sec): 3 clusters Score: Raw -1332740.629017 + Penalty 1812.764615 = -1330927.864403 nChanged 57 SP:Iteration 72Q (1939.677591 sec): 3 clusters Score: Raw -1332749.356759 + Penalty 1812.764615 = -1330936.592144 nChanged 58 SP:Iteration 73Q (1939.741799 sec): 3 clusters Score: Raw -1332758.310001 + Penalty 1812.764615 = -1330945.545387 nChanged 49 SP:Iteration 74Q (1939.805728 sec): 3 clusters Score: Raw -1332765.719250 + Penalty 1812.764615 = -1330952.954635 nChanged 63 SP:Iteration 75Q (1939.872958 sec): 3 clusters Score: Raw -1332776.211881 + Penalty 1812.764615 = -1330963.447266 nChanged 56 SP:Iteration 76Q (1939.926346 sec): 3 clusters Score: Raw -1332784.398624 + Penalty 1812.764615 = -1330971.634009 nChanged 55 SP:Iteration 77Q (1939.996655 sec): 3 clusters Score: Raw -1332792.332013 + Penalty 1812.764615 = -1330979.567398 nChanged 60 SP:Iteration 78Q (1940.061000 sec): 3 clusters Score: Raw -1332801.792024 + Penalty 1812.764615 = -1330989.027409 nChanged 63 SP:Iteration 79Q (1940.119247 sec): 3 clusters Score: Raw -1332812.312930 + Penalty 1812.764615 = -1330999.548315 nChanged 69 SP:Iteration 80F (1940.185609 sec): 3 clusters Score: Raw -1332823.569431 + Penalty 1812.764615 = -1331010.804816 nChanged 62 SP:Iteration 81Q (1940.242917 sec): 3 clusters Score: Raw -1332833.754348 + Penalty 1812.764615 = -1331020.989734 nChanged 54 SP:Iteration 82Q (1940.301206 sec): 3 clusters Score: Raw -1332843.176036 + Penalty 1812.764615 = -1331030.411421 nChanged 54 SP:Iteration 83Q (1940.366813 sec): 3 clusters Score: Raw -1332851.581105 + Penalty 1812.764615 = -1331038.816490 nChanged 54 SP:Iteration 84Q (1940.427959 sec): 3 clusters Score: Raw -1332860.209049 + Penalty 1812.764615 = -1331047.444434 nChanged 54 SP:Iteration 85Q (1940.490978 sec): 3 clusters Score: Raw -1332869.050980 + Penalty 1812.764615 = -1331056.286366 nChanged 60 SP:Iteration 86Q (1940.553537 sec): 3 clusters Score: Raw -1332879.447863 + Penalty 1812.764615 = -1331066.683248 nChanged 59 SP:Iteration 87Q (1940.606478 sec): 3 clusters Score: Raw -1332889.332399 + Penalty 1812.764615 = -1331076.567784 nChanged 51 SP:Iteration 88Q (1940.673171 sec): 3 clusters Score: Raw -1332897.248072 + Penalty 1812.764615 = -1331084.483458 nChanged 54 SP:Iteration 89Q (1940.737232 sec): 3 clusters Score: Raw -1332906.510953 + Penalty 1812.764615 = -1331093.746338 nChanged 48 SP:Iteration 90Q (1940.792182 sec): 3 clusters Score: Raw -1332913.633156 + Penalty 1812.764615 = -1331100.868541 nChanged 43 SP:Iteration 91Q (1940.860315 sec): 3 clusters Score: Raw -1332920.004651 + Penalty 1812.764615 = -1331107.240036 nChanged 40 SP:Iteration 92Q (1940.914409 sec): 3 clusters Score: Raw -1332927.292500 + Penalty 1812.764615 = -1331114.527885 nChanged 49 SP:Iteration 93Q (1940.985344 sec): 3 clusters Score: Raw -1332934.921201 + Penalty 1812.764615 = -1331122.156586 nChanged 38 SP:Iteration 94Q (1941.050140 sec): 3 clusters Score: Raw -1332940.993247 + Penalty 1812.764615 = -1331128.228632 nChanged 48 SP:Iteration 95Q (1941.103913 sec): 3 clusters Score: Raw -1332947.734582 + Penalty 1812.764615 = -1331134.969967 nChanged 40 SP:Iteration 96Q (1941.164067 sec): 3 clusters Score: Raw -1332952.928772 + Penalty 1812.764615 = -1331140.164157 nChanged 37 SP:Iteration 97Q (1941.233807 sec): 3 clusters Score: Raw -1332957.526980 + Penalty 1812.764615 = -1331144.762365 nChanged 31 SP:Iteration 98Q (1941.288041 sec): 3 clusters Score: Raw -1332962.131391 + Penalty 1812.764615 = -1331149.366777 nChanged 39 SP:Iteration 99Q (1941.346147 sec): 3 clusters Score: Raw -1332968.989075 + Penalty 1812.764615 = -1331156.224460 nChanged 42 SP:Iteration 100F (1941.404783 sec): 3 clusters Score: Raw -1332975.337487 + Penalty 1812.764615 = -1331162.572872 nChanged 34 SP:Iteration 101Q (1941.474062 sec): 3 clusters Score: Raw -1332980.504962 + Penalty 1812.764615 = -1331167.740347 nChanged 37 SP:Iteration 102Q (1941.521100 sec): 3 clusters Score: Raw -1332986.089066 + Penalty 1812.764615 = -1331173.324451 nChanged 35 SP:Iteration 103Q (1941.595325 sec): 3 clusters Score: Raw -1332992.053837 + Penalty 1812.764615 = -1331179.289222 nChanged 31 SP:Iteration 104Q (1941.645588 sec): 3 clusters Score: Raw -1332996.718926 + Penalty 1812.764615 = -1331183.954311 nChanged 25 SP:Iteration 105Q (1941.701307 sec): 3 clusters Score: Raw -1332999.940158 + Penalty 1812.764615 = -1331187.175543 nChanged 26 SP:Iteration 106Q (1941.775057 sec): 3 clusters Score: Raw -1333003.687880 + Penalty 1812.764615 = -1331190.923265 nChanged 24 SP:Iteration 107Q (1941.827353 sec): 3 clusters Score: Raw -1333006.763408 + Penalty 1812.764615 = -1331193.998793 nChanged 24 SP:Iteration 108Q (1941.894812 sec): 3 clusters Score: Raw -1333011.109949 + Penalty 1812.764615 = -1331198.345334 nChanged 25 SP:Iteration 109Q (1941.945107 sec): 3 clusters Score: Raw -1333015.258847 + Penalty 1812.764615 = -1331202.494232 nChanged 31 SP:Iteration 110Q (1942.002861 sec): 3 clusters Score: Raw -1333020.502998 + Penalty 1812.764615 = -1331207.738383 nChanged 35 SP:Iteration 111Q (1942.068245 sec): 3 clusters Score: Raw -1333026.897198 + Penalty 1812.764615 = -1331214.132583 nChanged 35 SP:Iteration 112Q (1942.125951 sec): 3 clusters Score: Raw -1333032.900342 + Penalty 1812.764615 = -1331220.135727 nChanged 31 SP:Iteration 113Q (1942.180089 sec): 3 clusters Score: Raw -1333038.325033 + Penalty 1812.764615 = -1331225.560418 nChanged 31 SP:Iteration 114Q (1942.232106 sec): 3 clusters Score: Raw -1333044.185443 + Penalty 1812.764615 = -1331231.420828 nChanged 34 SP:Iteration 115Q (1942.288097 sec): 3 clusters Score: Raw -1333050.130372 + Penalty 1812.764615 = -1331237.365757 nChanged 33 SP:Iteration 116Q (1942.347566 sec): 3 clusters Score: Raw -1333056.140378 + Penalty 1812.764615 = -1331243.375763 nChanged 26 SP:Iteration 117Q (1942.404897 sec): 3 clusters Score: Raw -1333059.616487 + Penalty 1812.764615 = -1331246.851872 nChanged 21 SP:Iteration 118Q (1942.462779 sec): 3 clusters Score: Raw -1333062.380460 + Penalty 1812.764615 = -1331249.615845 nChanged 17 SP:Iteration 119Q (1942.521659 sec): 3 clusters Score: Raw -1333064.960255 + Penalty 1812.764615 = -1331252.195640 nChanged 17 SP:Iteration 120F (1942.587873 sec): 3 clusters Score: Raw -1333067.609169 + Penalty 1812.764615 = -1331254.844554 nChanged 25 SP:Iteration 121Q (1942.638136 sec): 3 clusters Score: Raw -1333071.267782 + Penalty 1812.764615 = -1331258.503167 nChanged 20 SP:Iteration 122Q (1942.707866 sec): 3 clusters Score: Raw -1333074.812767 + Penalty 1812.764615 = -1331262.048152 nChanged 18 SP:Iteration 123Q (1942.754955 sec): 3 clusters Score: Raw -1333078.120193 + Penalty 1812.764615 = -1331265.355578 nChanged 15 SP:Iteration 124Q (1942.819046 sec): 3 clusters Score: Raw -1333080.987365 + Penalty 1812.764615 = -1331268.222750 nChanged 22 SP:Iteration 125Q (1942.881711 sec): 3 clusters Score: Raw -1333084.188596 + Penalty 1812.764615 = -1331271.423982 nChanged 11 SP:Iteration 126Q (1942.947543 sec): 3 clusters Score: Raw -1333085.658415 + Penalty 1812.764615 = -1331272.893800 nChanged 9 SP:Iteration 127Q (1942.997484 sec): 3 clusters Score: Raw -1333087.256024 + Penalty 1812.764615 = -1331274.491409 nChanged 11 SP:Iteration 128Q (1943.056314 sec): 3 clusters Score: Raw -1333088.633801 + Penalty 1812.764615 = -1331275.869186 nChanged 11 SP:Iteration 129Q (1943.124704 sec): 3 clusters Score: Raw -1333090.886899 + Penalty 1812.764615 = -1331278.122284 nChanged 15 SP:Iteration 130Q (1943.179951 sec): 3 clusters Score: Raw -1333093.908004 + Penalty 1812.764615 = -1331281.143389 nChanged 19 SP:Iteration 131Q (1943.243724 sec): 3 clusters Score: Raw -1333096.545359 + Penalty 1812.764615 = -1331283.780744 nChanged 17 SP:Iteration 132Q (1943.292637 sec): 3 clusters Score: Raw -1333098.947087 + Penalty 1812.764615 = -1331286.182473 nChanged 18 SP:Iteration 133Q (1943.348211 sec): 3 clusters Score: Raw -1333102.056945 + Penalty 1812.764615 = -1331289.292330 nChanged 18 SP:Iteration 134Q (1943.402975 sec): 3 clusters Score: Raw -1333104.852684 + Penalty 1812.764615 = -1331292.088069 nChanged 17 SP:Iteration 135Q (1943.465533 sec): 3 clusters Score: Raw -1333106.982948 + Penalty 1812.764615 = -1331294.218334 nChanged 14 SP:Iteration 136Q (1943.525433 sec): 3 clusters Score: Raw -1333109.049004 + Penalty 1812.764615 = -1331296.284389 nChanged 9 SP:Iteration 137Q (1943.575279 sec): 3 clusters Score: Raw -1333110.744435 + Penalty 1812.764615 = -1331297.979820 nChanged 8 SP:Iteration 138Q (1943.642776 sec): 3 clusters Score: Raw -1333112.213982 + Penalty 1812.764615 = -1331299.449367 nChanged 9 SP:Iteration 139Q (1943.692398 sec): 3 clusters Score: Raw -1333113.271631 + Penalty 1812.764615 = -1331300.507016 nChanged 6 SP:Iteration 140F (1943.754422 sec): 3 clusters Score: Raw -1333114.367217 + Penalty 1812.764615 = -1331301.602603 nChanged 6 SP:Iteration 141Q (1943.803017 sec): 3 clusters Score: Raw -1333115.347561 + Penalty 1812.764615 = -1331302.582946 nChanged 9 SP:Iteration 142Q (1943.862012 sec): 3 clusters Score: Raw -1333116.448498 + Penalty 1812.764615 = -1331303.683884 nChanged 7 SP:Iteration 143Q (1943.909578 sec): 3 clusters Score: Raw -1333117.446363 + Penalty 1812.764615 = -1331304.681748 nChanged 6 SP:Iteration 144Q (1943.964770 sec): 3 clusters Score: Raw -1333118.085959 + Penalty 1812.764615 = -1331305.321344 nChanged 7 SP:Iteration 145Q (1944.023557 sec): 3 clusters Score: Raw -1333118.769939 + Penalty 1812.764615 = -1331306.005324 nChanged 3 SP:Iteration 146Q (1944.078816 sec): 3 clusters Score: Raw -1333119.231103 + Penalty 1812.764615 = -1331306.466488 nChanged 4 SP:Iteration 147Q (1944.118859 sec): 3 clusters Score: Raw -1333119.718813 + Penalty 1812.764615 = -1331306.954199 nChanged 5 SP:Iteration 148Q (1944.175023 sec): 3 clusters Score: Raw -1333120.183202 + Penalty 1812.764615 = -1331307.418587 nChanged 4 SP:Iteration 149Q (1944.235910 sec): 3 clusters Score: Raw -1333120.737513 + Penalty 1812.764615 = -1331307.972899 nChanged 5 SP:Iteration 150Q (1944.304051 sec): 3 clusters Score: Raw -1333121.729572 + Penalty 1812.764615 = -1331308.964957 nChanged 4 SP:Iteration 151Q (1944.361238 sec): 3 clusters Score: Raw -1333122.050157 + Penalty 1812.764615 = -1331309.285542 nChanged 1 SP:Iteration 152Q (1944.422529 sec): 3 clusters Score: Raw -1333122.289369 + Penalty 1812.764615 = -1331309.524755 nChanged 2 SP:Iteration 153Q (1944.482669 sec): 3 clusters Score: Raw -1333122.774194 + Penalty 1812.764615 = -1331310.009579 nChanged 6 SP:Iteration 154Q (1944.544140 sec): 3 clusters Score: Raw -1333123.722390 + Penalty 1812.764615 = -1331310.957775 nChanged 3 SP:Iteration 155Q (1944.600755 sec): 3 clusters Score: Raw -1333124.199278 + Penalty 1812.764615 = -1331311.434663 nChanged 4 SP:Iteration 156Q (1944.652730 sec): 3 clusters Score: Raw -1333124.921723 + Penalty 1812.764615 = -1331312.157109 nChanged 4 SP:Iteration 157Q (1944.712668 sec): 3 clusters Score: Raw -1333125.299522 + Penalty 1812.764615 = -1331312.534907 nChanged 1 SP:Iteration 158Q (1944.769606 sec): 3 clusters Score: Raw -1333125.469138 + Penalty 1812.764615 = -1331312.704523 nChanged 2 SP:Iteration 159Q (1944.827564 sec): 3 clusters Score: Raw -1333125.767198 + Penalty 1812.764615 = -1331313.002583 nChanged 2 SP:Iteration 160F (1944.887085 sec): 3 clusters Score: Raw -1333126.068813 + Penalty 1812.764615 = -1331313.304198 nChanged 0 Trying to split cluster 26 (3415 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1944.920186 sec): 2 clusters Score: Raw -308310.436662 + Penalty 772.913613 = -307537.523049 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1944.971293 sec): 3 clusters Score: Raw -306458.730696 + Penalty 1545.827227 = -304912.903470 nChanged 1461 SP:Iteration 1F (1945.020599 sec): 3 clusters Score: Raw -307356.515614 + Penalty 1545.827227 = -305810.688387 nChanged 278 SP:Iteration 2F (1945.068883 sec): 3 clusters Score: Raw -307516.417378 + Penalty 1545.827227 = -305970.590152 nChanged 184 SP:Iteration 3F (1945.110384 sec): 3 clusters Score: Raw -307653.581247 + Penalty 1545.827227 = -306107.754020 nChanged 175 SP:Iteration 4F (1945.163227 sec): 3 clusters Score: Raw -307777.360378 + Penalty 1545.827227 = -306231.533151 nChanged 180 SP:Iteration 5F (1945.211785 sec): 3 clusters Score: Raw -307914.422719 + Penalty 1545.827227 = -306368.595492 nChanged 151 SP:Iteration 6Q (1945.257601 sec): 3 clusters Score: Raw -308017.110332 + Penalty 1545.827227 = -306471.283105 nChanged 169 SP:Iteration 7Q (1945.310906 sec): 3 clusters Score: Raw -308142.699584 + Penalty 1545.827227 = -306596.872357 nChanged 165 SP:Iteration 8Q (1945.360575 sec): 3 clusters Score: Raw -308270.192452 + Penalty 1545.827227 = -306724.365225 nChanged 170 SP:Iteration 9Q (1945.414462 sec): 3 clusters Score: Raw -308411.719948 + Penalty 1545.827227 = -306865.892721 nChanged 155 SP:Iteration 10Q (1945.459845 sec): 3 clusters Score: Raw -308548.319356 + Penalty 1545.827227 = -307002.492129 nChanged 141 SP:Iteration 11Q (1945.513848 sec): 3 clusters Score: Raw -308658.674321 + Penalty 1545.827227 = -307112.847094 nChanged 102 SP:Iteration 12Q (1945.556621 sec): 3 clusters Score: Raw -308712.444121 + Penalty 1545.827227 = -307166.616894 nChanged 64 SP:Iteration 13Q (1945.616219 sec): 3 clusters Score: Raw -308743.929631 + Penalty 1545.827227 = -307198.102404 nChanged 70 SP:Iteration 14Q (1945.657561 sec): 3 clusters Score: Raw -308778.013682 + Penalty 1545.827227 = -307232.186456 nChanged 50 SP:Iteration 15Q (1945.708948 sec): 3 clusters Score: Raw -308799.069467 + Penalty 1545.827227 = -307253.242241 nChanged 29 SP:Iteration 16Q (1945.757212 sec): 3 clusters Score: Raw -308812.234666 + Penalty 1545.827227 = -307266.407439 nChanged 29 SP:Iteration 17Q (1945.806872 sec): 3 clusters Score: Raw -308822.652266 + Penalty 1545.827227 = -307276.825039 nChanged 30 SP:Iteration 18Q (1945.851104 sec): 3 clusters Score: Raw -308835.505295 + Penalty 1545.827227 = -307289.678068 nChanged 28 SP:Iteration 19Q (1945.903531 sec): 3 clusters Score: Raw -308847.443604 + Penalty 1545.827227 = -307301.616377 nChanged 29 SP:Iteration 20F (1945.961832 sec): 3 clusters Score: Raw -308860.630166 + Penalty 1545.827227 = -307314.802939 nChanged 25 SP:Iteration 21Q (1946.012350 sec): 3 clusters Score: Raw -308869.250596 + Penalty 1545.827227 = -307323.423369 nChanged 14 SP:Iteration 22Q (1946.057572 sec): 3 clusters Score: Raw -308874.441711 + Penalty 1545.827227 = -307328.614484 nChanged 15 SP:Iteration 23Q (1946.107878 sec): 3 clusters Score: Raw -308879.483310 + Penalty 1545.827227 = -307333.656083 nChanged 14 SP:Iteration 24Q (1946.164522 sec): 3 clusters Score: Raw -308883.272050 + Penalty 1545.827227 = -307337.444823 nChanged 11 SP:Iteration 25Q (1946.203746 sec): 3 clusters Score: Raw -308886.605864 + Penalty 1545.827227 = -307340.778637 nChanged 12 SP:Iteration 26Q (1946.251473 sec): 3 clusters Score: Raw -308889.753217 + Penalty 1545.827227 = -307343.925991 nChanged 9 SP:Iteration 27Q (1946.296466 sec): 3 clusters Score: Raw -308891.822554 + Penalty 1545.827227 = -307345.995327 nChanged 5 SP:Iteration 28Q (1946.350697 sec): 3 clusters Score: Raw -308892.622072 + Penalty 1545.827227 = -307346.794845 nChanged 8 SP:Iteration 29Q (1946.402906 sec): 3 clusters Score: Raw -308894.859725 + Penalty 1545.827227 = -307349.032499 nChanged 8 SP:Iteration 30Q (1946.449067 sec): 3 clusters Score: Raw -308896.496200 + Penalty 1545.827227 = -307350.668973 nChanged 6 SP:Iteration 31Q (1946.487821 sec): 3 clusters Score: Raw -308898.147496 + Penalty 1545.827227 = -307352.320269 nChanged 11 SP:Iteration 32Q (1946.538310 sec): 3 clusters Score: Raw -308901.408191 + Penalty 1545.827227 = -307355.580965 nChanged 10 SP:Iteration 33Q (1946.586447 sec): 3 clusters Score: Raw -308903.754810 + Penalty 1545.827227 = -307357.927583 nChanged 6 SP:Iteration 34Q (1946.638634 sec): 3 clusters Score: Raw -308905.068932 + Penalty 1545.827227 = -307359.241705 nChanged 4 SP:Iteration 35Q (1946.693757 sec): 3 clusters Score: Raw -308905.833236 + Penalty 1545.827227 = -307360.006010 nChanged 3 SP:Iteration 36Q (1946.729577 sec): 3 clusters Score: Raw -308906.645893 + Penalty 1545.827227 = -307360.818666 nChanged 2 SP:Iteration 37Q (1946.768103 sec): 3 clusters Score: Raw -308906.925209 + Penalty 1545.827227 = -307361.097983 nChanged 3 SP:Iteration 38Q (1946.817742 sec): 3 clusters Score: Raw -308907.605629 + Penalty 1545.827227 = -307361.778403 nChanged 3 SP:Iteration 39Q (1946.850250 sec): 3 clusters Score: Raw -308908.364526 + Penalty 1545.827227 = -307362.537299 nChanged 4 SP:Iteration 40F (1946.901704 sec): 3 clusters Score: Raw -308909.628321 + Penalty 1545.827227 = -307363.801094 nChanged 5 SP:Iteration 41Q (1946.951572 sec): 3 clusters Score: Raw -308911.275552 + Penalty 1545.827227 = -307365.448325 nChanged 6 SP:Iteration 42Q (1946.988923 sec): 3 clusters Score: Raw -308912.974188 + Penalty 1545.827227 = -307367.146962 nChanged 8 SP:Iteration 43Q (1947.048291 sec): 3 clusters Score: Raw -308915.590542 + Penalty 1545.827227 = -307369.763316 nChanged 8 SP:Iteration 44Q (1947.098329 sec): 3 clusters Score: Raw -308917.343888 + Penalty 1545.827227 = -307371.516662 nChanged 7 SP:Iteration 45Q (1947.145154 sec): 3 clusters Score: Raw -308919.463331 + Penalty 1545.827227 = -307373.636104 nChanged 12 SP:Iteration 46Q (1947.192877 sec): 3 clusters Score: Raw -308923.109812 + Penalty 1545.827227 = -307377.282585 nChanged 6 SP:Iteration 47Q (1947.236623 sec): 3 clusters Score: Raw -308924.374194 + Penalty 1545.827227 = -307378.546967 nChanged 3 SP:Iteration 48Q (1947.292090 sec): 3 clusters Score: Raw -308924.956370 + Penalty 1545.827227 = -307379.129144 nChanged 4 SP:Iteration 49Q (1947.336631 sec): 3 clusters Score: Raw -308925.963635 + Penalty 1545.827227 = -307380.136408 nChanged 1 SP:Iteration 50Q (1947.388855 sec): 3 clusters Score: Raw -308926.087577 + Penalty 1545.827227 = -307380.260350 nChanged 1 SP:Iteration 51Q (1947.424119 sec): 3 clusters Score: Raw -308926.513629 + Penalty 1545.827227 = -307380.686403 nChanged 2 SP:Iteration 52Q (1947.475407 sec): 3 clusters Score: Raw -308926.737190 + Penalty 1545.827227 = -307380.909964 nChanged 3 SP:Iteration 53Q (1947.529658 sec): 3 clusters Score: Raw -308927.134121 + Penalty 1545.827227 = -307381.306895 nChanged 4 SP:Iteration 54Q (1947.570058 sec): 3 clusters Score: Raw -308928.529539 + Penalty 1545.827227 = -307382.702312 nChanged 4 SP:Iteration 55Q (1947.620121 sec): 3 clusters Score: Raw -308929.239516 + Penalty 1545.827227 = -307383.412289 nChanged 3 SP:Iteration 56Q (1947.671228 sec): 3 clusters Score: Raw -308929.755884 + Penalty 1545.827227 = -307383.928657 nChanged 2 SP:Iteration 57Q (1947.722128 sec): 3 clusters Score: Raw -308929.980555 + Penalty 1545.827227 = -307384.153328 nChanged 1 SP:Iteration 58Q (1947.775955 sec): 3 clusters Score: Raw -308930.116625 + Penalty 1545.827227 = -307384.289399 nChanged 0 SP:Iteration 59F (1947.830076 sec): 3 clusters Score: Raw -308930.116625 + Penalty 1545.827227 = -307384.289399 nChanged 0 Trying to split cluster 27 (4470 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1947.857617 sec): 2 clusters Score: Raw -415096.613352 + Penalty 798.488650 = -414298.124702 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1947.902835 sec): 3 clusters Score: Raw -412646.350953 + Penalty 1596.977301 = -411049.373652 nChanged 1889 SP:Iteration 1F (1947.953549 sec): 3 clusters Score: Raw -413718.815667 + Penalty 1596.977301 = -412121.838366 nChanged 291 SP:Iteration 2F (1948.003133 sec): 3 clusters Score: Raw -413863.754901 + Penalty 1596.977301 = -412266.777600 nChanged 233 SP:Iteration 3F (1948.051111 sec): 3 clusters Score: Raw -413981.458933 + Penalty 1596.977301 = -412384.481633 nChanged 218 SP:Iteration 4Q (1948.102931 sec): 3 clusters Score: Raw -414083.173923 + Penalty 1596.977301 = -412486.196623 nChanged 198 SP:Iteration 5Q (1948.145710 sec): 3 clusters Score: Raw -414183.399166 + Penalty 1596.977301 = -412586.421866 nChanged 194 SP:Iteration 6Q (1948.193937 sec): 3 clusters Score: Raw -414289.704533 + Penalty 1596.977301 = -412692.727233 nChanged 194 SP:Iteration 7Q (1948.251642 sec): 3 clusters Score: Raw -414417.702650 + Penalty 1596.977301 = -412820.725349 nChanged 214 SP:Iteration 8Q (1948.292363 sec): 3 clusters Score: Raw -414563.240202 + Penalty 1596.977301 = -412966.262901 nChanged 197 SP:Iteration 9Q (1948.350844 sec): 3 clusters Score: Raw -414714.784060 + Penalty 1596.977301 = -413117.806759 nChanged 195 SP:Iteration 10Q (1948.392539 sec): 3 clusters Score: Raw -414885.027515 + Penalty 1596.977301 = -413288.050215 nChanged 152 SP:Iteration 11Q (1948.438466 sec): 3 clusters Score: Raw -415017.433377 + Penalty 1596.977301 = -413420.456077 nChanged 107 SP:Iteration 12Q (1948.491499 sec): 3 clusters Score: Raw -415112.009506 + Penalty 1596.977301 = -413515.032206 nChanged 83 SP:Iteration 13Q (1948.547351 sec): 3 clusters Score: Raw -415188.197995 + Penalty 1596.977301 = -413591.220694 nChanged 46 SP:Iteration 14Q (1948.588614 sec): 3 clusters Score: Raw -415224.231404 + Penalty 1596.977301 = -413627.254103 nChanged 33 SP:Iteration 15Q (1948.640285 sec): 3 clusters Score: Raw -415262.817502 + Penalty 1596.977301 = -413665.840201 nChanged 33 SP:Iteration 16Q (1948.692553 sec): 3 clusters Score: Raw -415297.619583 + Penalty 1596.977301 = -413700.642282 nChanged 15 SP:Iteration 17Q (1948.737415 sec): 3 clusters Score: Raw -415312.445670 + Penalty 1596.977301 = -413715.468369 nChanged 8 SP:Iteration 18Q (1948.788917 sec): 3 clusters Score: Raw -415318.570844 + Penalty 1596.977301 = -413721.593543 nChanged 7 SP:Iteration 19Q (1948.836824 sec): 3 clusters Score: Raw -415324.548152 + Penalty 1596.977301 = -413727.570851 nChanged 7 SP:Iteration 20F (1948.888665 sec): 3 clusters Score: Raw -415332.249364 + Penalty 1596.977301 = -413735.272064 nChanged 3 SP:Iteration 21Q (1948.927541 sec): 3 clusters Score: Raw -415335.786610 + Penalty 1596.977301 = -413738.809309 nChanged 2 SP:Iteration 22Q (1948.988459 sec): 3 clusters Score: Raw -415339.466127 + Penalty 1596.977301 = -413742.488826 nChanged 4 SP:Iteration 23Q (1949.031281 sec): 3 clusters Score: Raw -415345.896697 + Penalty 1596.977301 = -413748.919397 nChanged 4 SP:Iteration 24Q (1949.076543 sec): 3 clusters Score: Raw -415350.462626 + Penalty 1596.977301 = -413753.485326 nChanged 4 SP:Iteration 25Q (1949.118451 sec): 3 clusters Score: Raw -415357.036843 + Penalty 1596.977301 = -413760.059542 nChanged 3 SP:Iteration 26Q (1949.168893 sec): 3 clusters Score: Raw -415360.191770 + Penalty 1596.977301 = -413763.214469 nChanged 2 SP:Iteration 27Q (1949.210208 sec): 3 clusters Score: Raw -415363.147593 + Penalty 1596.977301 = -413766.170293 nChanged 1 SP:Iteration 28Q (1949.259899 sec): 3 clusters Score: Raw -415364.034608 + Penalty 1596.977301 = -413767.057307 nChanged 0 SP:Iteration 29F (1949.318595 sec): 3 clusters Score: Raw -415364.034608 + Penalty 1596.977301 = -413767.057307 nChanged 0 Trying to split cluster 28 (770 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1949.327745 sec): 2 clusters Score: Raw -67919.030678 + Penalty 631.407099 = -67287.623579 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1949.365923 sec): 3 clusters Score: Raw -67622.678611 + Penalty 1262.814198 = -66359.864413 nChanged 267 SP:Iteration 1F (1949.407931 sec): 3 clusters Score: Raw -67816.917463 + Penalty 1262.814198 = -66554.103265 nChanged 63 SP:Iteration 2F (1949.445141 sec): 3 clusters Score: Raw -67869.519351 + Penalty 1262.814198 = -66606.705153 nChanged 33 SP:Iteration 3Q (1949.485595 sec): 3 clusters Score: Raw -67897.021379 + Penalty 1262.814198 = -66634.207181 nChanged 19 SP:Iteration 4Q (1949.533739 sec): 3 clusters Score: Raw -67910.258186 + Penalty 1262.814198 = -66647.443988 nChanged 19 SP:Iteration 5Q (1949.569267 sec): 3 clusters Score: Raw -67927.489052 + Penalty 1262.814198 = -66664.674854 nChanged 17 SP:Iteration 6Q (1949.612273 sec): 3 clusters Score: Raw -67940.333865 + Penalty 1262.814198 = -66677.519667 nChanged 14 SP:Iteration 7Q (1949.645443 sec): 3 clusters Score: Raw -67955.630025 + Penalty 1262.814198 = -66692.815828 nChanged 13 SP:Iteration 8Q (1949.682017 sec): 3 clusters Score: Raw -67966.631753 + Penalty 1262.814198 = -66703.817555 nChanged 11 SP:Iteration 9Q (1949.725769 sec): 3 clusters Score: Raw -67978.448356 + Penalty 1262.814198 = -66715.634159 nChanged 10 SP:Iteration 10Q (1949.768023 sec): 3 clusters Score: Raw -67994.028099 + Penalty 1262.814198 = -66731.213901 nChanged 13 SP:Iteration 11Q (1949.807659 sec): 3 clusters Score: Raw -68011.683851 + Penalty 1262.814198 = -66748.869653 nChanged 10 SP:Iteration 12Q (1949.850851 sec): 3 clusters Score: Raw -68022.400054 + Penalty 1262.814198 = -66759.585856 nChanged 6 SP:Iteration 13Q (1949.882416 sec): 3 clusters Score: Raw -68028.775217 + Penalty 1262.814198 = -66765.961019 nChanged 7 SP:Iteration 14Q (1949.925481 sec): 3 clusters Score: Raw -68038.811559 + Penalty 1262.814198 = -66775.997361 nChanged 6 SP:Iteration 15Q (1949.967764 sec): 3 clusters Score: Raw -68045.051694 + Penalty 1262.814198 = -66782.237496 nChanged 5 SP:Iteration 16Q (1950.018725 sec): 3 clusters Score: Raw -68049.794352 + Penalty 1262.814198 = -66786.980154 nChanged 4 SP:Iteration 17Q (1950.057110 sec): 3 clusters Score: Raw -68051.809625 + Penalty 1262.814198 = -66788.995427 nChanged 3 SP:Iteration 18Q (1950.093641 sec): 3 clusters Score: Raw -68053.834657 + Penalty 1262.814198 = -66791.020459 nChanged 2 SP:Iteration 19Q (1950.127823 sec): 3 clusters Score: Raw -68055.375360 + Penalty 1262.814198 = -66792.561162 nChanged 2 SP:Iteration 20F (1950.170299 sec): 3 clusters Score: Raw -68056.694679 + Penalty 1262.814198 = -66793.880481 nChanged 0 Trying to split cluster 29 (30848 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1950.232379 sec): 2 clusters Score: Raw -2960346.596104 + Penalty 981.998584 = -2959364.597521 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1950.317836 sec): 3 clusters Score: Raw -2940818.992248 + Penalty 1963.997168 = -2938854.995081 nChanged 14461 SP:Iteration 1F (1950.400667 sec): 3 clusters Score: Raw -2949122.601543 + Penalty 1963.997168 = -2947158.604375 nChanged 1466 SP:Iteration 2Q (1950.488143 sec): 3 clusters Score: Raw -2949660.278638 + Penalty 1963.997168 = -2947696.281471 nChanged 1490 SP:Iteration 3Q (1950.578485 sec): 3 clusters Score: Raw -2950330.896630 + Penalty 1963.997168 = -2948366.899462 nChanged 1662 SP:Iteration 4F (1950.665382 sec): 3 clusters Score: Raw -2951202.053999 + Penalty 1963.997168 = -2949238.056831 nChanged 1845 SP:Iteration 5F (1950.742143 sec): 3 clusters Score: Raw -2952281.593989 + Penalty 1963.997168 = -2950317.596821 nChanged 1944 SP:Iteration 6F (1950.820805 sec): 3 clusters Score: Raw -2953494.715920 + Penalty 1963.997168 = -2951530.718752 nChanged 1803 SP:Iteration 7F (1950.907817 sec): 3 clusters Score: Raw -2954530.668906 + Penalty 1963.997168 = -2952566.671738 nChanged 1478 SP:Iteration 8Q (1950.988533 sec): 3 clusters Score: Raw -2955252.235835 + Penalty 1963.997168 = -2953288.238667 nChanged 1157 SP:Iteration 9Q (1951.070251 sec): 3 clusters Score: Raw -2955720.426466 + Penalty 1963.997168 = -2953756.429298 nChanged 914 SP:Iteration 10Q (1951.153280 sec): 3 clusters Score: Raw -2956051.924478 + Penalty 1963.997168 = -2954087.927311 nChanged 819 SP:Iteration 11Q (1951.237518 sec): 3 clusters Score: Raw -2956331.877412 + Penalty 1963.997168 = -2954367.880245 nChanged 771 SP:Iteration 12Q (1951.321285 sec): 3 clusters Score: Raw -2956603.882857 + Penalty 1963.997168 = -2954639.885690 nChanged 740 SP:Iteration 13Q (1951.404338 sec): 3 clusters Score: Raw -2956872.695893 + Penalty 1963.997168 = -2954908.698725 nChanged 718 SP:Iteration 14Q (1951.498144 sec): 3 clusters Score: Raw -2957121.118030 + Penalty 1963.997168 = -2955157.120863 nChanged 684 SP:Iteration 15Q (1951.580335 sec): 3 clusters Score: Raw -2957350.927227 + Penalty 1963.997168 = -2955386.930060 nChanged 653 SP:Iteration 16Q (1951.667205 sec): 3 clusters Score: Raw -2957568.848684 + Penalty 1963.997168 = -2955604.851517 nChanged 622 SP:Iteration 17Q (1951.743939 sec): 3 clusters Score: Raw -2957767.301348 + Penalty 1963.997168 = -2955803.304181 nChanged 604 SP:Iteration 18Q (1951.835234 sec): 3 clusters Score: Raw -2957979.316102 + Penalty 1963.997168 = -2956015.318935 nChanged 644 SP:Iteration 19Q (1951.923527 sec): 3 clusters Score: Raw -2958210.592094 + Penalty 1963.997168 = -2956246.594926 nChanged 605 SP:Iteration 20F (1952.007883 sec): 3 clusters Score: Raw -2958449.072680 + Penalty 1963.997168 = -2956485.075512 nChanged 631 SP:Iteration 21Q (1952.097844 sec): 3 clusters Score: Raw -2958713.723076 + Penalty 1963.997168 = -2956749.725908 nChanged 616 SP:Iteration 22Q (1952.177307 sec): 3 clusters Score: Raw -2958974.094810 + Penalty 1963.997168 = -2957010.097643 nChanged 563 SP:Iteration 23Q (1952.247306 sec): 3 clusters Score: Raw -2959196.961152 + Penalty 1963.997168 = -2957232.963985 nChanged 483 SP:Iteration 24Q (1952.338902 sec): 3 clusters Score: Raw -2959380.494332 + Penalty 1963.997168 = -2957416.497165 nChanged 425 SP:Iteration 25Q (1952.412910 sec): 3 clusters Score: Raw -2959540.738810 + Penalty 1963.997168 = -2957576.741642 nChanged 415 SP:Iteration 26Q (1952.490233 sec): 3 clusters Score: Raw -2959701.214859 + Penalty 1963.997168 = -2957737.217691 nChanged 360 SP:Iteration 27Q (1952.580057 sec): 3 clusters Score: Raw -2959839.679275 + Penalty 1963.997168 = -2957875.682108 nChanged 325 SP:Iteration 28Q (1952.659116 sec): 3 clusters Score: Raw -2959962.853841 + Penalty 1963.997168 = -2957998.856673 nChanged 272 SP:Iteration 29Q (1952.741008 sec): 3 clusters Score: Raw -2960060.214693 + Penalty 1963.997168 = -2958096.217525 nChanged 253 SP:Iteration 30Q (1952.820500 sec): 3 clusters Score: Raw -2960149.681323 + Penalty 1963.997168 = -2958185.684155 nChanged 210 SP:Iteration 31Q (1952.907366 sec): 3 clusters Score: Raw -2960224.607682 + Penalty 1963.997168 = -2958260.610514 nChanged 180 SP:Iteration 32Q (1952.987168 sec): 3 clusters Score: Raw -2960278.981664 + Penalty 1963.997168 = -2958314.984496 nChanged 152 SP:Iteration 33Q (1953.071229 sec): 3 clusters Score: Raw -2960328.447233 + Penalty 1963.997168 = -2958364.450066 nChanged 129 SP:Iteration 34Q (1953.145029 sec): 3 clusters Score: Raw -2960373.197628 + Penalty 1963.997168 = -2958409.200460 nChanged 130 SP:Iteration 35Q (1953.218055 sec): 3 clusters Score: Raw -2960419.062449 + Penalty 1963.997168 = -2958455.065282 nChanged 106 SP:Iteration 36Q (1953.304169 sec): 3 clusters Score: Raw -2960454.164316 + Penalty 1963.997168 = -2958490.167149 nChanged 89 SP:Iteration 37Q (1953.386671 sec): 3 clusters Score: Raw -2960486.109963 + Penalty 1963.997168 = -2958522.112796 nChanged 91 SP:Iteration 38Q (1953.463917 sec): 3 clusters Score: Raw -2960519.643704 + Penalty 1963.997168 = -2958555.646536 nChanged 69 SP:Iteration 39Q (1953.545219 sec): 3 clusters Score: Raw -2960542.048574 + Penalty 1963.997168 = -2958578.051406 nChanged 47 SP:Iteration 40F (1953.632414 sec): 3 clusters Score: Raw -2960554.935140 + Penalty 1963.997168 = -2958590.937973 nChanged 38 SP:Iteration 41Q (1953.710766 sec): 3 clusters Score: Raw -2960565.847105 + Penalty 1963.997168 = -2958601.849937 nChanged 32 SP:Iteration 42Q (1953.788265 sec): 3 clusters Score: Raw -2960575.393623 + Penalty 1963.997168 = -2958611.396455 nChanged 27 SP:Iteration 43Q (1953.867749 sec): 3 clusters Score: Raw -2960582.963379 + Penalty 1963.997168 = -2958618.966211 nChanged 22 SP:Iteration 44Q (1953.948221 sec): 3 clusters Score: Raw -2960589.805061 + Penalty 1963.997168 = -2958625.807893 nChanged 24 SP:Iteration 45Q (1954.026500 sec): 3 clusters Score: Raw -2960597.192893 + Penalty 1963.997168 = -2958633.195725 nChanged 27 SP:Iteration 46Q (1954.108700 sec): 3 clusters Score: Raw -2960603.855938 + Penalty 1963.997168 = -2958639.858770 nChanged 24 SP:Iteration 47Q (1954.185357 sec): 3 clusters Score: Raw -2960609.149692 + Penalty 1963.997168 = -2958645.152524 nChanged 14 SP:Iteration 48Q (1954.264067 sec): 3 clusters Score: Raw -2960611.942333 + Penalty 1963.997168 = -2958647.945165 nChanged 9 SP:Iteration 49Q (1954.343842 sec): 3 clusters Score: Raw -2960613.868829 + Penalty 1963.997168 = -2958649.871661 nChanged 9 SP:Iteration 50Q (1954.419702 sec): 3 clusters Score: Raw -2960616.117296 + Penalty 1963.997168 = -2958652.120128 nChanged 10 SP:Iteration 51Q (1954.500443 sec): 3 clusters Score: Raw -2960617.792099 + Penalty 1963.997168 = -2958653.794931 nChanged 6 SP:Iteration 52Q (1954.574049 sec): 3 clusters Score: Raw -2960618.747855 + Penalty 1963.997168 = -2958654.750688 nChanged 3 SP:Iteration 53Q (1954.658251 sec): 3 clusters Score: Raw -2960619.420311 + Penalty 1963.997168 = -2958655.423144 nChanged 3 SP:Iteration 54Q (1954.739673 sec): 3 clusters Score: Raw -2960619.917806 + Penalty 1963.997168 = -2958655.920639 nChanged 2 SP:Iteration 55Q (1954.820588 sec): 3 clusters Score: Raw -2960620.107809 + Penalty 1963.997168 = -2958656.110642 nChanged 0 SP:Iteration 56F (1954.903298 sec): 3 clusters Score: Raw -2960620.107809 + Penalty 1963.997168 = -2958656.110642 nChanged 0 Trying to split cluster 30 (14906 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1954.946816 sec): 2 clusters Score: Raw -1403060.784830 + Penalty 912.904314 = -1402147.880516 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1955.013740 sec): 3 clusters Score: Raw -1393952.961961 + Penalty 1825.808628 = -1392127.153332 nChanged 6791 SP:Iteration 1F (1955.071912 sec): 3 clusters Score: Raw -1397634.499018 + Penalty 1825.808628 = -1395808.690390 nChanged 724 SP:Iteration 2Q (1955.133359 sec): 3 clusters Score: Raw -1397897.427555 + Penalty 1825.808628 = -1396071.618927 nChanged 738 SP:Iteration 3Q (1955.209996 sec): 3 clusters Score: Raw -1398189.261755 + Penalty 1825.808628 = -1396363.453126 nChanged 771 SP:Iteration 4F (1955.275108 sec): 3 clusters Score: Raw -1398543.701333 + Penalty 1825.808628 = -1396717.892705 nChanged 831 SP:Iteration 5F (1955.344592 sec): 3 clusters Score: Raw -1399025.145907 + Penalty 1825.808628 = -1397199.337278 nChanged 891 SP:Iteration 6F (1955.404936 sec): 3 clusters Score: Raw -1399593.584392 + Penalty 1825.808628 = -1397767.775764 nChanged 917 SP:Iteration 7F (1955.474027 sec): 3 clusters Score: Raw -1400237.393180 + Penalty 1825.808628 = -1398411.584552 nChanged 812 SP:Iteration 8F (1955.540455 sec): 3 clusters Score: Raw -1400830.014217 + Penalty 1825.808628 = -1399004.205588 nChanged 721 SP:Iteration 9Q (1955.602590 sec): 3 clusters Score: Raw -1401404.906106 + Penalty 1825.808628 = -1399579.097478 nChanged 581 SP:Iteration 10Q (1955.670947 sec): 3 clusters Score: Raw -1401855.911559 + Penalty 1825.808628 = -1400030.102931 nChanged 407 SP:Iteration 11Q (1955.736611 sec): 3 clusters Score: Raw -1402151.632911 + Penalty 1825.808628 = -1400325.824282 nChanged 302 SP:Iteration 12Q (1955.801451 sec): 3 clusters Score: Raw -1402338.539791 + Penalty 1825.808628 = -1400512.731163 nChanged 235 SP:Iteration 13Q (1955.857439 sec): 3 clusters Score: Raw -1402465.191498 + Penalty 1825.808628 = -1400639.382870 nChanged 179 SP:Iteration 14Q (1955.931236 sec): 3 clusters Score: Raw -1402554.794739 + Penalty 1825.808628 = -1400728.986111 nChanged 146 SP:Iteration 15Q (1955.984043 sec): 3 clusters Score: Raw -1402628.385916 + Penalty 1825.808628 = -1400802.577287 nChanged 132 SP:Iteration 16Q (1956.046833 sec): 3 clusters Score: Raw -1402705.139370 + Penalty 1825.808628 = -1400879.330742 nChanged 128 SP:Iteration 17Q (1956.120354 sec): 3 clusters Score: Raw -1402795.688506 + Penalty 1825.808628 = -1400969.879878 nChanged 120 SP:Iteration 18Q (1956.176614 sec): 3 clusters Score: Raw -1402891.807762 + Penalty 1825.808628 = -1401065.999133 nChanged 103 SP:Iteration 19Q (1956.236936 sec): 3 clusters Score: Raw -1402967.832698 + Penalty 1825.808628 = -1401142.024070 nChanged 85 SP:Iteration 20F (1956.298780 sec): 3 clusters Score: Raw -1403027.978906 + Penalty 1825.808628 = -1401202.170278 nChanged 71 SP:Iteration 21Q (1956.354421 sec): 3 clusters Score: Raw -1403073.641878 + Penalty 1825.808628 = -1401247.833250 nChanged 62 SP:Iteration 22Q (1956.402503 sec): 3 clusters Score: Raw -1403112.257110 + Penalty 1825.808628 = -1401286.448481 nChanged 67 SP:Iteration 23Q (1956.471460 sec): 3 clusters Score: Raw -1403154.509172 + Penalty 1825.808628 = -1401328.700544 nChanged 46 SP:Iteration 24Q (1956.524445 sec): 3 clusters Score: Raw -1403172.980079 + Penalty 1825.808628 = -1401347.171451 nChanged 25 SP:Iteration 25Q (1956.579914 sec): 3 clusters Score: Raw -1403185.010626 + Penalty 1825.808628 = -1401359.201998 nChanged 28 SP:Iteration 26Q (1956.648862 sec): 3 clusters Score: Raw -1403196.413245 + Penalty 1825.808628 = -1401370.604617 nChanged 23 SP:Iteration 27Q (1956.701528 sec): 3 clusters Score: Raw -1403202.851800 + Penalty 1825.808628 = -1401377.043172 nChanged 18 SP:Iteration 28Q (1956.760635 sec): 3 clusters Score: Raw -1403208.447086 + Penalty 1825.808628 = -1401382.638458 nChanged 13 SP:Iteration 29Q (1956.818221 sec): 3 clusters Score: Raw -1403214.626776 + Penalty 1825.808628 = -1401388.818147 nChanged 16 SP:Iteration 30Q (1956.873625 sec): 3 clusters Score: Raw -1403220.089673 + Penalty 1825.808628 = -1401394.281045 nChanged 11 SP:Iteration 31Q (1956.928272 sec): 3 clusters Score: Raw -1403222.826084 + Penalty 1825.808628 = -1401397.017456 nChanged 6 SP:Iteration 32Q (1956.997136 sec): 3 clusters Score: Raw -1403224.398665 + Penalty 1825.808628 = -1401398.590037 nChanged 8 SP:Iteration 33Q (1957.044401 sec): 3 clusters Score: Raw -1403226.391862 + Penalty 1825.808628 = -1401400.583234 nChanged 4 SP:Iteration 34Q (1957.102764 sec): 3 clusters Score: Raw -1403227.079328 + Penalty 1825.808628 = -1401401.270699 nChanged 4 SP:Iteration 35Q (1957.153499 sec): 3 clusters Score: Raw -1403227.915132 + Penalty 1825.808628 = -1401402.106503 nChanged 1 SP:Iteration 36Q (1957.214807 sec): 3 clusters Score: Raw -1403228.148968 + Penalty 1825.808628 = -1401402.340340 nChanged 1 SP:Iteration 37Q (1957.278187 sec): 3 clusters Score: Raw -1403228.391254 + Penalty 1825.808628 = -1401402.582626 nChanged 0 SP:Iteration 38F (1957.339582 sec): 3 clusters Score: Raw -1403228.391254 + Penalty 1825.808628 = -1401402.582626 nChanged 0 Trying to split cluster 31 (8762 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1957.366484 sec): 2 clusters Score: Raw -809134.583635 + Penalty 862.427049 = -808272.156585 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1957.427109 sec): 3 clusters Score: Raw -804040.004103 + Penalty 1724.854099 = -802315.150004 nChanged 3930 SP:Iteration 1F (1957.470465 sec): 3 clusters Score: Raw -806173.518052 + Penalty 1724.854099 = -804448.663953 nChanged 528 SP:Iteration 2F (1957.532868 sec): 3 clusters Score: Raw -806418.537526 + Penalty 1724.854099 = -804693.683427 nChanged 496 SP:Iteration 3F (1957.578086 sec): 3 clusters Score: Raw -806678.754381 + Penalty 1724.854099 = -804953.900282 nChanged 495 SP:Iteration 4F (1957.632452 sec): 3 clusters Score: Raw -806973.978779 + Penalty 1724.854099 = -805249.124680 nChanged 506 SP:Iteration 5F (1957.677461 sec): 3 clusters Score: Raw -807291.971511 + Penalty 1724.854099 = -805567.117412 nChanged 499 SP:Iteration 6F (1957.730601 sec): 3 clusters Score: Raw -807602.494124 + Penalty 1724.854099 = -805877.640025 nChanged 420 SP:Iteration 7Q (1957.782742 sec): 3 clusters Score: Raw -807829.637764 + Penalty 1724.854099 = -806104.783665 nChanged 354 SP:Iteration 8Q (1957.836272 sec): 3 clusters Score: Raw -807996.930795 + Penalty 1724.854099 = -806272.076696 nChanged 270 SP:Iteration 9Q (1957.890409 sec): 3 clusters Score: Raw -808110.589097 + Penalty 1724.854099 = -806385.734998 nChanged 205 SP:Iteration 10Q (1957.949387 sec): 3 clusters Score: Raw -808180.743949 + Penalty 1724.854099 = -806455.889850 nChanged 169 SP:Iteration 11Q (1957.995154 sec): 3 clusters Score: Raw -808234.005275 + Penalty 1724.854099 = -806509.151176 nChanged 132 SP:Iteration 12Q (1958.048028 sec): 3 clusters Score: Raw -808272.236118 + Penalty 1724.854099 = -806547.382019 nChanged 109 SP:Iteration 13Q (1958.110291 sec): 3 clusters Score: Raw -808304.666481 + Penalty 1724.854099 = -806579.812382 nChanged 99 SP:Iteration 14Q (1958.154511 sec): 3 clusters Score: Raw -808339.463329 + Penalty 1724.854099 = -806614.609230 nChanged 104 SP:Iteration 15Q (1958.203532 sec): 3 clusters Score: Raw -808382.854977 + Penalty 1724.854099 = -806658.000878 nChanged 109 SP:Iteration 16Q (1958.254865 sec): 3 clusters Score: Raw -808428.325092 + Penalty 1724.854099 = -806703.470993 nChanged 127 SP:Iteration 17Q (1958.309233 sec): 3 clusters Score: Raw -808486.529174 + Penalty 1724.854099 = -806761.675075 nChanged 101 SP:Iteration 18Q (1958.362538 sec): 3 clusters Score: Raw -808542.658469 + Penalty 1724.854099 = -806817.804370 nChanged 122 SP:Iteration 19Q (1958.426963 sec): 3 clusters Score: Raw -808614.071157 + Penalty 1724.854099 = -806889.217058 nChanged 123 SP:Iteration 20F (1958.472906 sec): 3 clusters Score: Raw -808672.333220 + Penalty 1724.854099 = -806947.479121 nChanged 97 SP:Iteration 21Q (1958.525992 sec): 3 clusters Score: Raw -808707.809885 + Penalty 1724.854099 = -806982.955786 nChanged 94 SP:Iteration 22Q (1958.590369 sec): 3 clusters Score: Raw -808741.654494 + Penalty 1724.854099 = -807016.800395 nChanged 92 SP:Iteration 23Q (1958.641230 sec): 3 clusters Score: Raw -808770.977333 + Penalty 1724.854099 = -807046.123234 nChanged 93 SP:Iteration 24Q (1958.687100 sec): 3 clusters Score: Raw -808801.333723 + Penalty 1724.854099 = -807076.479624 nChanged 91 SP:Iteration 25Q (1958.748218 sec): 3 clusters Score: Raw -808828.829692 + Penalty 1724.854099 = -807103.975593 nChanged 69 SP:Iteration 26Q (1958.797691 sec): 3 clusters Score: Raw -808846.064773 + Penalty 1724.854099 = -807121.210674 nChanged 70 SP:Iteration 27Q (1958.848142 sec): 3 clusters Score: Raw -808862.670851 + Penalty 1724.854099 = -807137.816752 nChanged 61 SP:Iteration 28Q (1958.904674 sec): 3 clusters Score: Raw -808878.261101 + Penalty 1724.854099 = -807153.407002 nChanged 59 SP:Iteration 29Q (1958.968401 sec): 3 clusters Score: Raw -808890.526993 + Penalty 1724.854099 = -807165.672894 nChanged 49 SP:Iteration 30Q (1959.023329 sec): 3 clusters Score: Raw -808902.339994 + Penalty 1724.854099 = -807177.485895 nChanged 47 SP:Iteration 31Q (1959.082760 sec): 3 clusters Score: Raw -808912.622000 + Penalty 1724.854099 = -807187.767901 nChanged 52 SP:Iteration 32Q (1959.137451 sec): 3 clusters Score: Raw -808924.570918 + Penalty 1724.854099 = -807199.716819 nChanged 51 SP:Iteration 33Q (1959.184804 sec): 3 clusters Score: Raw -808934.906730 + Penalty 1724.854099 = -807210.052631 nChanged 46 SP:Iteration 34Q (1959.237795 sec): 3 clusters Score: Raw -808946.699934 + Penalty 1724.854099 = -807221.845835 nChanged 45 SP:Iteration 35Q (1959.299411 sec): 3 clusters Score: Raw -808958.778885 + Penalty 1724.854099 = -807233.924786 nChanged 39 SP:Iteration 36Q (1959.354718 sec): 3 clusters Score: Raw -808966.410884 + Penalty 1724.854099 = -807241.556785 nChanged 31 SP:Iteration 37Q (1959.417118 sec): 3 clusters Score: Raw -808972.336057 + Penalty 1724.854099 = -807247.481958 nChanged 32 SP:Iteration 38Q (1959.469571 sec): 3 clusters Score: Raw -808976.603594 + Penalty 1724.854099 = -807251.749495 nChanged 31 SP:Iteration 39Q (1959.515771 sec): 3 clusters Score: Raw -808983.200883 + Penalty 1724.854099 = -807258.346784 nChanged 33 SP:Iteration 40F (1959.572378 sec): 3 clusters Score: Raw -808990.107632 + Penalty 1724.854099 = -807265.253533 nChanged 34 SP:Iteration 41Q (1959.628594 sec): 3 clusters Score: Raw -808995.899663 + Penalty 1724.854099 = -807271.045564 nChanged 24 SP:Iteration 42Q (1959.677722 sec): 3 clusters Score: Raw -808999.336418 + Penalty 1724.854099 = -807274.482319 nChanged 21 SP:Iteration 43Q (1959.746293 sec): 3 clusters Score: Raw -809003.444500 + Penalty 1724.854099 = -807278.590401 nChanged 20 SP:Iteration 44Q (1959.788649 sec): 3 clusters Score: Raw -809006.886468 + Penalty 1724.854099 = -807282.032369 nChanged 23 SP:Iteration 45Q (1959.846115 sec): 3 clusters Score: Raw -809011.858684 + Penalty 1724.854099 = -807287.004585 nChanged 20 SP:Iteration 46Q (1959.904085 sec): 3 clusters Score: Raw -809015.419725 + Penalty 1724.854099 = -807290.565626 nChanged 13 SP:Iteration 47Q (1959.973532 sec): 3 clusters Score: Raw -809017.549032 + Penalty 1724.854099 = -807292.694933 nChanged 11 SP:Iteration 48Q (1960.030298 sec): 3 clusters Score: Raw -809019.624515 + Penalty 1724.854099 = -807294.770416 nChanged 9 SP:Iteration 49Q (1960.078473 sec): 3 clusters Score: Raw -809021.192861 + Penalty 1724.854099 = -807296.338762 nChanged 16 SP:Iteration 50Q (1960.141524 sec): 3 clusters Score: Raw -809023.740438 + Penalty 1724.854099 = -807298.886339 nChanged 12 SP:Iteration 51Q (1960.197729 sec): 3 clusters Score: Raw -809025.462556 + Penalty 1724.854099 = -807300.608457 nChanged 12 SP:Iteration 52Q (1960.260403 sec): 3 clusters Score: Raw -809027.700938 + Penalty 1724.854099 = -807302.846839 nChanged 14 SP:Iteration 53Q (1960.308040 sec): 3 clusters Score: Raw -809029.430163 + Penalty 1724.854099 = -807304.576064 nChanged 14 SP:Iteration 54Q (1960.355003 sec): 3 clusters Score: Raw -809031.641159 + Penalty 1724.854099 = -807306.787060 nChanged 15 SP:Iteration 55Q (1960.420485 sec): 3 clusters Score: Raw -809034.184558 + Penalty 1724.854099 = -807309.330459 nChanged 14 SP:Iteration 56Q (1960.476843 sec): 3 clusters Score: Raw -809038.073175 + Penalty 1724.854099 = -807313.219076 nChanged 18 SP:Iteration 57Q (1960.538232 sec): 3 clusters Score: Raw -809042.322303 + Penalty 1724.854099 = -807317.468204 nChanged 12 SP:Iteration 58Q (1960.588539 sec): 3 clusters Score: Raw -809044.425918 + Penalty 1724.854099 = -807319.571819 nChanged 13 SP:Iteration 59Q (1960.642917 sec): 3 clusters Score: Raw -809046.677278 + Penalty 1724.854099 = -807321.823179 nChanged 15 SP:Iteration 60F (1960.698657 sec): 3 clusters Score: Raw -809049.283691 + Penalty 1724.854099 = -807324.429592 nChanged 16 SP:Iteration 61Q (1960.753837 sec): 3 clusters Score: Raw -809052.193171 + Penalty 1724.854099 = -807327.339072 nChanged 15 SP:Iteration 62Q (1960.797050 sec): 3 clusters Score: Raw -809054.897724 + Penalty 1724.854099 = -807330.043625 nChanged 22 SP:Iteration 63Q (1960.860167 sec): 3 clusters Score: Raw -809059.210079 + Penalty 1724.854099 = -807334.355980 nChanged 22 SP:Iteration 64Q (1960.911180 sec): 3 clusters Score: Raw -809062.906572 + Penalty 1724.854099 = -807338.052473 nChanged 15 SP:Iteration 65Q (1960.963226 sec): 3 clusters Score: Raw -809065.156657 + Penalty 1724.854099 = -807340.302558 nChanged 17 SP:Iteration 66Q (1961.028907 sec): 3 clusters Score: Raw -809067.454108 + Penalty 1724.854099 = -807342.600009 nChanged 14 SP:Iteration 67Q (1961.085664 sec): 3 clusters Score: Raw -809070.756006 + Penalty 1724.854099 = -807345.901907 nChanged 20 SP:Iteration 68Q (1961.142078 sec): 3 clusters Score: Raw -809075.253615 + Penalty 1724.854099 = -807350.399516 nChanged 23 SP:Iteration 69Q (1961.198248 sec): 3 clusters Score: Raw -809080.097775 + Penalty 1724.854099 = -807355.243676 nChanged 19 SP:Iteration 70Q (1961.253152 sec): 3 clusters Score: Raw -809084.320686 + Penalty 1724.854099 = -807359.466587 nChanged 15 SP:Iteration 71Q (1961.308435 sec): 3 clusters Score: Raw -809086.874102 + Penalty 1724.854099 = -807362.020003 nChanged 16 SP:Iteration 72Q (1961.356140 sec): 3 clusters Score: Raw -809090.285352 + Penalty 1724.854099 = -807365.431253 nChanged 21 SP:Iteration 73Q (1961.419559 sec): 3 clusters Score: Raw -809094.831735 + Penalty 1724.854099 = -807369.977636 nChanged 24 SP:Iteration 74Q (1961.474585 sec): 3 clusters Score: Raw -809100.525048 + Penalty 1724.854099 = -807375.670949 nChanged 18 SP:Iteration 75Q (1961.529278 sec): 3 clusters Score: Raw -809104.402854 + Penalty 1724.854099 = -807379.548755 nChanged 21 SP:Iteration 76Q (1961.588322 sec): 3 clusters Score: Raw -809109.953517 + Penalty 1724.854099 = -807385.099418 nChanged 16 SP:Iteration 77Q (1961.633977 sec): 3 clusters Score: Raw -809113.679561 + Penalty 1724.854099 = -807388.825462 nChanged 21 SP:Iteration 78Q (1961.696781 sec): 3 clusters Score: Raw -809118.674623 + Penalty 1724.854099 = -807393.820525 nChanged 18 SP:Iteration 79Q (1961.741805 sec): 3 clusters Score: Raw -809122.283554 + Penalty 1724.854099 = -807397.429455 nChanged 15 SP:Iteration 80F (1961.797469 sec): 3 clusters Score: Raw -809125.507438 + Penalty 1724.854099 = -807400.653339 nChanged 18 SP:Iteration 81Q (1961.862975 sec): 3 clusters Score: Raw -809129.816299 + Penalty 1724.854099 = -807404.962200 nChanged 19 SP:Iteration 82Q (1961.908888 sec): 3 clusters Score: Raw -809134.709322 + Penalty 1724.854099 = -807409.855223 nChanged 22 SP:Iteration 83Q (1961.974793 sec): 3 clusters Score: Raw -809142.190590 + Penalty 1724.854099 = -807417.336491 nChanged 17 SP:Iteration 84Q (1962.021042 sec): 3 clusters Score: Raw -809148.638216 + Penalty 1724.854099 = -807423.784117 nChanged 25 SP:Iteration 85Q (1962.067867 sec): 3 clusters Score: Raw -809158.109543 + Penalty 1724.854099 = -807433.255444 nChanged 18 SP:Iteration 86Q (1962.121522 sec): 3 clusters Score: Raw -809164.084604 + Penalty 1724.854099 = -807439.230505 nChanged 18 SP:Iteration 87Q (1962.187640 sec): 3 clusters Score: Raw -809168.485587 + Penalty 1724.854099 = -807443.631488 nChanged 17 SP:Iteration 88Q (1962.239850 sec): 3 clusters Score: Raw -809172.357013 + Penalty 1724.854099 = -807447.502914 nChanged 21 SP:Iteration 89Q (1962.288446 sec): 3 clusters Score: Raw -809176.884746 + Penalty 1724.854099 = -807452.030647 nChanged 19 SP:Iteration 90Q (1962.344575 sec): 3 clusters Score: Raw -809180.175751 + Penalty 1724.854099 = -807455.321652 nChanged 16 SP:Iteration 91Q (1962.390610 sec): 3 clusters Score: Raw -809184.067675 + Penalty 1724.854099 = -807459.213576 nChanged 16 SP:Iteration 92Q (1962.449620 sec): 3 clusters Score: Raw -809187.179575 + Penalty 1724.854099 = -807462.325476 nChanged 9 SP:Iteration 93Q (1962.502495 sec): 3 clusters Score: Raw -809189.041053 + Penalty 1724.854099 = -807464.186954 nChanged 7 SP:Iteration 94Q (1962.555944 sec): 3 clusters Score: Raw -809190.738715 + Penalty 1724.854099 = -807465.884616 nChanged 17 SP:Iteration 95Q (1962.611374 sec): 3 clusters Score: Raw -809194.940992 + Penalty 1724.854099 = -807470.086893 nChanged 12 SP:Iteration 96Q (1962.658386 sec): 3 clusters Score: Raw -809198.230217 + Penalty 1724.854099 = -807473.376118 nChanged 15 SP:Iteration 97Q (1962.708530 sec): 3 clusters Score: Raw -809204.180149 + Penalty 1724.854099 = -807479.326050 nChanged 19 SP:Iteration 98Q (1962.771034 sec): 3 clusters Score: Raw -809211.136561 + Penalty 1724.854099 = -807486.282462 nChanged 13 SP:Iteration 99Q (1962.824829 sec): 3 clusters Score: Raw -809214.077442 + Penalty 1724.854099 = -807489.223343 nChanged 13 SP:Iteration 100F (1962.881732 sec): 3 clusters Score: Raw -809217.805590 + Penalty 1724.854099 = -807492.951491 nChanged 11 SP:Iteration 101Q (1962.943101 sec): 3 clusters Score: Raw -809221.443624 + Penalty 1724.854099 = -807496.589525 nChanged 14 SP:Iteration 102Q (1962.998851 sec): 3 clusters Score: Raw -809228.667663 + Penalty 1724.854099 = -807503.813564 nChanged 12 SP:Iteration 103Q (1963.051580 sec): 3 clusters Score: Raw -809232.044524 + Penalty 1724.854099 = -807507.190425 nChanged 9 SP:Iteration 104Q (1963.093043 sec): 3 clusters Score: Raw -809234.545377 + Penalty 1724.854099 = -807509.691278 nChanged 13 SP:Iteration 105Q (1963.141133 sec): 3 clusters Score: Raw -809238.260079 + Penalty 1724.854099 = -807513.405980 nChanged 10 SP:Iteration 106Q (1963.199059 sec): 3 clusters Score: Raw -809240.787547 + Penalty 1724.854099 = -807515.933448 nChanged 5 SP:Iteration 107Q (1963.251113 sec): 3 clusters Score: Raw -809241.895668 + Penalty 1724.854099 = -807517.041569 nChanged 5 SP:Iteration 108Q (1963.303448 sec): 3 clusters Score: Raw -809243.323784 + Penalty 1724.854099 = -807518.469685 nChanged 5 SP:Iteration 109Q (1963.354696 sec): 3 clusters Score: Raw -809244.189300 + Penalty 1724.854099 = -807519.335201 nChanged 1 SP:Iteration 110Q (1963.405693 sec): 3 clusters Score: Raw -809244.391231 + Penalty 1724.854099 = -807519.537132 nChanged 0 SP:Iteration 111F (1963.463730 sec): 3 clusters Score: Raw -809244.391231 + Penalty 1724.854099 = -807519.537132 nChanged 0 Trying to split cluster 32 (2557 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1963.480680 sec): 2 clusters Score: Raw -247197.444697 + Penalty 745.426048 = -246452.018650 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1963.524166 sec): 3 clusters Score: Raw -245902.111139 + Penalty 1490.852095 = -244411.259043 nChanged 1010 SP:Iteration 1F (1963.565325 sec): 3 clusters Score: Raw -246456.449170 + Penalty 1490.852095 = -244965.597074 nChanged 172 SP:Iteration 2F (1963.609699 sec): 3 clusters Score: Raw -246544.005348 + Penalty 1490.852095 = -245053.153252 nChanged 118 SP:Iteration 3Q (1963.661734 sec): 3 clusters Score: Raw -246598.954077 + Penalty 1490.852095 = -245108.101981 nChanged 90 SP:Iteration 4Q (1963.712939 sec): 3 clusters Score: Raw -246635.997114 + Penalty 1490.852095 = -245145.145019 nChanged 74 SP:Iteration 5Q (1963.757396 sec): 3 clusters Score: Raw -246667.012353 + Penalty 1490.852095 = -245176.160257 nChanged 56 SP:Iteration 6Q (1963.785423 sec): 3 clusters Score: Raw -246692.973416 + Penalty 1490.852095 = -245202.121320 nChanged 59 SP:Iteration 7Q (1963.822207 sec): 3 clusters Score: Raw -246718.998291 + Penalty 1490.852095 = -245228.146195 nChanged 59 SP:Iteration 8Q (1963.869851 sec): 3 clusters Score: Raw -246735.598229 + Penalty 1490.852095 = -245244.746134 nChanged 51 SP:Iteration 9Q (1963.917553 sec): 3 clusters Score: Raw -246756.391632 + Penalty 1490.852095 = -245265.539537 nChanged 44 SP:Iteration 10Q (1963.967627 sec): 3 clusters Score: Raw -246774.900157 + Penalty 1490.852095 = -245284.048062 nChanged 46 SP:Iteration 11Q (1964.011042 sec): 3 clusters Score: Raw -246791.625655 + Penalty 1490.852095 = -245300.773560 nChanged 48 SP:Iteration 12Q (1964.050096 sec): 3 clusters Score: Raw -246807.176440 + Penalty 1490.852095 = -245316.324345 nChanged 39 SP:Iteration 13Q (1964.096629 sec): 3 clusters Score: Raw -246820.009471 + Penalty 1490.852095 = -245329.157376 nChanged 47 SP:Iteration 14Q (1964.151217 sec): 3 clusters Score: Raw -246837.305234 + Penalty 1490.852095 = -245346.453139 nChanged 45 SP:Iteration 15Q (1964.186232 sec): 3 clusters Score: Raw -246855.245628 + Penalty 1490.852095 = -245364.393533 nChanged 55 SP:Iteration 16Q (1964.228075 sec): 3 clusters Score: Raw -246884.689744 + Penalty 1490.852095 = -245393.837649 nChanged 74 SP:Iteration 17Q (1964.275840 sec): 3 clusters Score: Raw -246924.507801 + Penalty 1490.852095 = -245433.655706 nChanged 74 SP:Iteration 18Q (1964.324537 sec): 3 clusters Score: Raw -246970.065531 + Penalty 1490.852095 = -245479.213436 nChanged 79 SP:Iteration 19Q (1964.374267 sec): 3 clusters Score: Raw -247017.830057 + Penalty 1490.852095 = -245526.977962 nChanged 74 SP:Iteration 20F (1964.419659 sec): 3 clusters Score: Raw -247067.134538 + Penalty 1490.852095 = -245576.282442 nChanged 64 SP:Iteration 21Q (1964.464585 sec): 3 clusters Score: Raw -247101.071315 + Penalty 1490.852095 = -245610.219220 nChanged 48 SP:Iteration 22Q (1964.511084 sec): 3 clusters Score: Raw -247126.526148 + Penalty 1490.852095 = -245635.674053 nChanged 43 SP:Iteration 23Q (1964.571169 sec): 3 clusters Score: Raw -247150.793833 + Penalty 1490.852095 = -245659.941738 nChanged 41 SP:Iteration 24Q (1964.607213 sec): 3 clusters Score: Raw -247175.549217 + Penalty 1490.852095 = -245684.697121 nChanged 39 SP:Iteration 25Q (1964.657269 sec): 3 clusters Score: Raw -247199.640675 + Penalty 1490.852095 = -245708.788580 nChanged 42 SP:Iteration 26Q (1964.695294 sec): 3 clusters Score: Raw -247223.955160 + Penalty 1490.852095 = -245733.103064 nChanged 43 SP:Iteration 27Q (1964.738428 sec): 3 clusters Score: Raw -247249.978013 + Penalty 1490.852095 = -245759.125918 nChanged 33 SP:Iteration 28Q (1964.783523 sec): 3 clusters Score: Raw -247271.029890 + Penalty 1490.852095 = -245780.177794 nChanged 26 SP:Iteration 29Q (1964.819330 sec): 3 clusters Score: Raw -247283.086665 + Penalty 1490.852095 = -245792.234570 nChanged 21 SP:Iteration 30Q (1964.856453 sec): 3 clusters Score: Raw -247298.621572 + Penalty 1490.852095 = -245807.769476 nChanged 23 SP:Iteration 31Q (1964.890123 sec): 3 clusters Score: Raw -247311.056379 + Penalty 1490.852095 = -245820.204284 nChanged 12 SP:Iteration 32Q (1964.939209 sec): 3 clusters Score: Raw -247317.377961 + Penalty 1490.852095 = -245826.525866 nChanged 8 SP:Iteration 33Q (1964.980484 sec): 3 clusters Score: Raw -247322.030535 + Penalty 1490.852095 = -245831.178440 nChanged 6 SP:Iteration 34Q (1965.019922 sec): 3 clusters Score: Raw -247325.128844 + Penalty 1490.852095 = -245834.276749 nChanged 5 SP:Iteration 35Q (1965.064331 sec): 3 clusters Score: Raw -247327.765536 + Penalty 1490.852095 = -245836.913440 nChanged 4 SP:Iteration 36Q (1965.115732 sec): 3 clusters Score: Raw -247328.492674 + Penalty 1490.852095 = -245837.640579 nChanged 3 SP:Iteration 37Q (1965.162833 sec): 3 clusters Score: Raw -247330.064240 + Penalty 1490.852095 = -245839.212145 nChanged 6 SP:Iteration 38Q (1965.199781 sec): 3 clusters Score: Raw -247332.094136 + Penalty 1490.852095 = -245841.242040 nChanged 8 SP:Iteration 39Q (1965.253508 sec): 3 clusters Score: Raw -247336.618511 + Penalty 1490.852095 = -245845.766416 nChanged 8 SP:Iteration 40F (1965.308526 sec): 3 clusters Score: Raw -247340.433157 + Penalty 1490.852095 = -245849.581062 nChanged 6 SP:Iteration 41Q (1965.341660 sec): 3 clusters Score: Raw -247343.586406 + Penalty 1490.852095 = -245852.734311 nChanged 5 SP:Iteration 42Q (1965.390297 sec): 3 clusters Score: Raw -247345.506504 + Penalty 1490.852095 = -245854.654409 nChanged 3 SP:Iteration 43Q (1965.436568 sec): 3 clusters Score: Raw -247346.063495 + Penalty 1490.852095 = -245855.211400 nChanged 1 SP:Iteration 44Q (1965.478818 sec): 3 clusters Score: Raw -247346.210327 + Penalty 1490.852095 = -245855.358231 nChanged 2 SP:Iteration 45Q (1965.529429 sec): 3 clusters Score: Raw -247346.730971 + Penalty 1490.852095 = -245855.878876 nChanged 3 SP:Iteration 46Q (1965.578593 sec): 3 clusters Score: Raw -247348.365407 + Penalty 1490.852095 = -245857.513312 nChanged 1 SP:Iteration 47Q (1965.630088 sec): 3 clusters Score: Raw -247348.804258 + Penalty 1490.852095 = -245857.952162 nChanged 2 SP:Iteration 48Q (1965.670668 sec): 3 clusters Score: Raw -247349.667704 + Penalty 1490.852095 = -245858.815609 nChanged 5 SP:Iteration 49Q (1965.714268 sec): 3 clusters Score: Raw -247352.237531 + Penalty 1490.852095 = -245861.385435 nChanged 3 SP:Iteration 50Q (1965.772110 sec): 3 clusters Score: Raw -247353.344588 + Penalty 1490.852095 = -245862.492493 nChanged 3 SP:Iteration 51Q (1965.818292 sec): 3 clusters Score: Raw -247354.080270 + Penalty 1490.852095 = -245863.228174 nChanged 3 SP:Iteration 52Q (1965.858937 sec): 3 clusters Score: Raw -247354.454037 + Penalty 1490.852095 = -245863.601942 nChanged 0 SP:Iteration 53F (1965.899642 sec): 3 clusters Score: Raw -247354.454037 + Penalty 1490.852095 = -245863.601942 nChanged 0 Trying to split cluster 33 (3256 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1965.928374 sec): 2 clusters Score: Raw -281277.605743 + Penalty 768.384199 = -280509.221544 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1965.987737 sec): 3 clusters Score: Raw -279541.305229 + Penalty 1536.768398 = -278004.536831 nChanged 1364 SP:Iteration 1F (1966.030267 sec): 3 clusters Score: Raw -280392.554451 + Penalty 1536.768398 = -278855.786053 nChanged 268 SP:Iteration 2F (1966.072103 sec): 3 clusters Score: Raw -280622.544756 + Penalty 1536.768398 = -279085.776357 nChanged 230 SP:Iteration 3F (1966.129214 sec): 3 clusters Score: Raw -280803.760412 + Penalty 1536.768398 = -279266.992014 nChanged 207 SP:Iteration 4F (1966.172147 sec): 3 clusters Score: Raw -280999.378953 + Penalty 1536.768398 = -279462.610555 nChanged 181 SP:Iteration 5F (1966.215475 sec): 3 clusters Score: Raw -281169.722042 + Penalty 1536.768398 = -279632.953644 nChanged 179 SP:Iteration 6F (1966.275795 sec): 3 clusters Score: Raw -281353.179868 + Penalty 1536.768398 = -279816.411469 nChanged 132 SP:Iteration 7Q (1966.318922 sec): 3 clusters Score: Raw -281498.715487 + Penalty 1536.768398 = -279961.947089 nChanged 100 SP:Iteration 8Q (1966.370808 sec): 3 clusters Score: Raw -281595.033103 + Penalty 1536.768398 = -280058.264705 nChanged 82 SP:Iteration 9Q (1966.430864 sec): 3 clusters Score: Raw -281656.970633 + Penalty 1536.768398 = -280120.202235 nChanged 57 SP:Iteration 10Q (1966.483630 sec): 3 clusters Score: Raw -281691.790989 + Penalty 1536.768398 = -280155.022591 nChanged 45 SP:Iteration 11Q (1966.523825 sec): 3 clusters Score: Raw -281726.038686 + Penalty 1536.768398 = -280189.270288 nChanged 38 SP:Iteration 12Q (1966.574692 sec): 3 clusters Score: Raw -281765.941623 + Penalty 1536.768398 = -280229.173225 nChanged 45 SP:Iteration 13Q (1966.624850 sec): 3 clusters Score: Raw -281805.940076 + Penalty 1536.768398 = -280269.171678 nChanged 40 SP:Iteration 14Q (1966.666092 sec): 3 clusters Score: Raw -281827.091427 + Penalty 1536.768398 = -280290.323029 nChanged 22 SP:Iteration 15Q (1966.709484 sec): 3 clusters Score: Raw -281837.351424 + Penalty 1536.768398 = -280300.583026 nChanged 22 SP:Iteration 16Q (1966.751550 sec): 3 clusters Score: Raw -281844.094823 + Penalty 1536.768398 = -280307.326425 nChanged 11 SP:Iteration 17Q (1966.804661 sec): 3 clusters Score: Raw -281846.517604 + Penalty 1536.768398 = -280309.749205 nChanged 4 SP:Iteration 18Q (1966.846472 sec): 3 clusters Score: Raw -281848.061096 + Penalty 1536.768398 = -280311.292698 nChanged 7 SP:Iteration 19Q (1966.898367 sec): 3 clusters Score: Raw -281850.931213 + Penalty 1536.768398 = -280314.162815 nChanged 12 SP:Iteration 20F (1966.948437 sec): 3 clusters Score: Raw -281855.451559 + Penalty 1536.768398 = -280318.683161 nChanged 9 SP:Iteration 21Q (1966.993487 sec): 3 clusters Score: Raw -281857.634256 + Penalty 1536.768398 = -280320.865858 nChanged 6 SP:Iteration 22Q (1967.035976 sec): 3 clusters Score: Raw -281859.055510 + Penalty 1536.768398 = -280322.287112 nChanged 6 SP:Iteration 23Q (1967.079235 sec): 3 clusters Score: Raw -281859.974842 + Penalty 1536.768398 = -280323.206444 nChanged 1 SP:Iteration 24Q (1967.129702 sec): 3 clusters Score: Raw -281860.076048 + Penalty 1536.768398 = -280323.307650 nChanged 3 SP:Iteration 25Q (1967.176433 sec): 3 clusters Score: Raw -281860.423802 + Penalty 1536.768398 = -280323.655404 nChanged 0 SP:Iteration 26F (1967.217828 sec): 3 clusters Score: Raw -281860.423802 + Penalty 1536.768398 = -280323.655404 nChanged 0 Trying to split cluster 34 (293082 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1967.549249 sec): 2 clusters Score: Raw -27955608.485399 + Penalty 1195.879733 = -27954412.605666 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1967.961103 sec): 3 clusters Score: Raw -27757886.235957 + Penalty 2391.759465 = -27755494.476491 nChanged 144050 SP:Iteration 1F (1968.369804 sec): 3 clusters Score: Raw -27844761.686309 + Penalty 2391.759465 = -27842369.926844 nChanged 9548 SP:Iteration 2Q (1968.792307 sec): 3 clusters Score: Raw -27847449.788765 + Penalty 2391.759465 = -27845058.029299 nChanged 11829 SP:Iteration 3Q (1969.218465 sec): 3 clusters Score: Raw -27851708.047672 + Penalty 2391.759465 = -27849316.288207 nChanged 14459 SP:Iteration 4Q (1969.644315 sec): 3 clusters Score: Raw -27858083.340310 + Penalty 2391.759465 = -27855691.580845 nChanged 17009 SP:Iteration 5F (1970.037980 sec): 3 clusters Score: Raw -27867517.255576 + Penalty 2391.759465 = -27865125.496111 nChanged 19073 SP:Iteration 6F (1970.439673 sec): 3 clusters Score: Raw -27879992.656785 + Penalty 2391.759465 = -27877600.897320 nChanged 19525 SP:Iteration 7F (1970.839612 sec): 3 clusters Score: Raw -27894123.169762 + Penalty 2391.759465 = -27891731.410296 nChanged 18027 SP:Iteration 8F (1971.232681 sec): 3 clusters Score: Raw -27907045.945984 + Penalty 2391.759465 = -27904654.186519 nChanged 14547 SP:Iteration 9Q (1971.648939 sec): 3 clusters Score: Raw -27915530.768749 + Penalty 2391.759465 = -27913139.009283 nChanged 10043 SP:Iteration 10Q (1972.074067 sec): 3 clusters Score: Raw -27919487.307895 + Penalty 2391.759465 = -27917095.548429 nChanged 6162 SP:Iteration 11Q (1972.488749 sec): 3 clusters Score: Raw -27921186.921979 + Penalty 2391.759465 = -27918795.162514 nChanged 4211 SP:Iteration 12Q (1972.919972 sec): 3 clusters Score: Raw -27922269.801547 + Penalty 2391.759465 = -27919878.042081 nChanged 3778 SP:Iteration 13Q (1973.331622 sec): 3 clusters Score: Raw -27923269.891311 + Penalty 2391.759465 = -27920878.131846 nChanged 3822 SP:Iteration 14Q (1973.748691 sec): 3 clusters Score: Raw -27924283.522558 + Penalty 2391.759465 = -27921891.763093 nChanged 3877 SP:Iteration 15Q (1974.156397 sec): 3 clusters Score: Raw -27925327.703755 + Penalty 2391.759465 = -27922935.944290 nChanged 3889 SP:Iteration 16Q (1974.561891 sec): 3 clusters Score: Raw -27926374.523685 + Penalty 2391.759465 = -27923982.764220 nChanged 3901 SP:Iteration 17Q (1974.965581 sec): 3 clusters Score: Raw -27927427.753751 + Penalty 2391.759465 = -27925035.994286 nChanged 3952 SP:Iteration 18Q (1975.361109 sec): 3 clusters Score: Raw -27928512.395496 + Penalty 2391.759465 = -27926120.636030 nChanged 3913 SP:Iteration 19Q (1975.740130 sec): 3 clusters Score: Raw -27929583.787040 + Penalty 2391.759465 = -27927192.027575 nChanged 4031 SP:Iteration 20F (1976.143057 sec): 3 clusters Score: Raw -27930691.671332 + Penalty 2391.759465 = -27928299.911867 nChanged 3974 SP:Iteration 21Q (1976.532887 sec): 3 clusters Score: Raw -27931796.065084 + Penalty 2391.759465 = -27929404.305618 nChanged 3969 SP:Iteration 22Q (1976.922382 sec): 3 clusters Score: Raw -27932926.084159 + Penalty 2391.759465 = -27930534.324694 nChanged 3957 SP:Iteration 23Q (1977.319484 sec): 3 clusters Score: Raw -27934075.204627 + Penalty 2391.759465 = -27931683.445161 nChanged 3937 SP:Iteration 24Q (1977.717777 sec): 3 clusters Score: Raw -27935240.564448 + Penalty 2391.759465 = -27932848.804983 nChanged 3855 SP:Iteration 25Q (1978.114476 sec): 3 clusters Score: Raw -27936416.392073 + Penalty 2391.759465 = -27934024.632607 nChanged 3713 SP:Iteration 26Q (1978.483518 sec): 3 clusters Score: Raw -27937590.073743 + Penalty 2391.759465 = -27935198.314278 nChanged 3714 SP:Iteration 27Q (1978.868254 sec): 3 clusters Score: Raw -27938794.177212 + Penalty 2391.759465 = -27936402.417747 nChanged 3564 SP:Iteration 28Q (1979.248161 sec): 3 clusters Score: Raw -27939969.413943 + Penalty 2391.759465 = -27937577.654478 nChanged 3426 SP:Iteration 29Q (1979.608485 sec): 3 clusters Score: Raw -27941129.398377 + Penalty 2391.759465 = -27938737.638912 nChanged 3249 SP:Iteration 30Q (1979.979611 sec): 3 clusters Score: Raw -27942256.853191 + Penalty 2391.759465 = -27939865.093726 nChanged 3137 SP:Iteration 31Q (1980.338263 sec): 3 clusters Score: Raw -27943398.161064 + Penalty 2391.759465 = -27941006.401598 nChanged 2985 SP:Iteration 32Q (1980.702750 sec): 3 clusters Score: Raw -27944490.160896 + Penalty 2391.759465 = -27942098.401431 nChanged 2761 SP:Iteration 33Q (1981.050464 sec): 3 clusters Score: Raw -27945487.403862 + Penalty 2391.759465 = -27943095.644396 nChanged 2491 SP:Iteration 34Q (1981.423759 sec): 3 clusters Score: Raw -27946387.392474 + Penalty 2391.759465 = -27943995.633009 nChanged 2344 SP:Iteration 35Q (1981.776960 sec): 3 clusters Score: Raw -27947239.913043 + Penalty 2391.759465 = -27944848.153577 nChanged 2134 SP:Iteration 36Q (1982.120185 sec): 3 clusters Score: Raw -27948008.202322 + Penalty 2391.759465 = -27945616.442857 nChanged 1944 SP:Iteration 37Q (1982.461047 sec): 3 clusters Score: Raw -27948704.915283 + Penalty 2391.759465 = -27946313.155817 nChanged 1746 SP:Iteration 38Q (1982.816813 sec): 3 clusters Score: Raw -27949328.916327 + Penalty 2391.759465 = -27946937.156862 nChanged 1643 SP:Iteration 39Q (1983.166874 sec): 3 clusters Score: Raw -27949928.392149 + Penalty 2391.759465 = -27947536.632684 nChanged 1473 SP:Iteration 40F (1983.579720 sec): 3 clusters Score: Raw -27950434.691149 + Penalty 2391.759465 = -27948042.931684 nChanged 1289 SP:Iteration 41Q (1983.938959 sec): 3 clusters Score: Raw -27950875.548140 + Penalty 2391.759465 = -27948483.788675 nChanged 1207 SP:Iteration 42Q (1984.287072 sec): 3 clusters Score: Raw -27951287.735153 + Penalty 2391.759465 = -27948895.975688 nChanged 1108 SP:Iteration 43Q (1984.619734 sec): 3 clusters Score: Raw -27951663.733275 + Penalty 2391.759465 = -27949271.973810 nChanged 1022 SP:Iteration 44Q (1984.955236 sec): 3 clusters Score: Raw -27952010.583261 + Penalty 2391.759465 = -27949618.823796 nChanged 984 SP:Iteration 45Q (1985.294373 sec): 3 clusters Score: Raw -27952341.087549 + Penalty 2391.759465 = -27949949.328084 nChanged 926 SP:Iteration 46Q (1985.642397 sec): 3 clusters Score: Raw -27952654.467243 + Penalty 2391.759465 = -27950262.707777 nChanged 841 SP:Iteration 47Q (1985.963795 sec): 3 clusters Score: Raw -27952936.390895 + Penalty 2391.759465 = -27950544.631430 nChanged 767 SP:Iteration 48Q (1986.310042 sec): 3 clusters Score: Raw -27953192.970052 + Penalty 2391.759465 = -27950801.210587 nChanged 746 SP:Iteration 49Q (1986.655987 sec): 3 clusters Score: Raw -27953453.443648 + Penalty 2391.759465 = -27951061.684183 nChanged 695 SP:Iteration 50Q (1987.020483 sec): 3 clusters Score: Raw -27953705.793172 + Penalty 2391.759465 = -27951314.033706 nChanged 674 SP:Iteration 51Q (1987.341091 sec): 3 clusters Score: Raw -27953959.672466 + Penalty 2391.759465 = -27951567.913001 nChanged 627 SP:Iteration 52Q (1987.668852 sec): 3 clusters Score: Raw -27954197.984970 + Penalty 2391.759465 = -27951806.225505 nChanged 564 SP:Iteration 53Q (1988.003327 sec): 3 clusters Score: Raw -27954423.213088 + Penalty 2391.759465 = -27952031.453623 nChanged 534 SP:Iteration 54Q (1988.330575 sec): 3 clusters Score: Raw -27954644.239870 + Penalty 2391.759465 = -27952252.480404 nChanged 444 SP:Iteration 55Q (1988.654270 sec): 3 clusters Score: Raw -27954826.451442 + Penalty 2391.759465 = -27952434.691976 nChanged 418 SP:Iteration 56Q (1988.989664 sec): 3 clusters Score: Raw -27955010.838448 + Penalty 2391.759465 = -27952619.078983 nChanged 349 SP:Iteration 57Q (1989.322585 sec): 3 clusters Score: Raw -27955175.029304 + Penalty 2391.759465 = -27952783.269838 nChanged 271 SP:Iteration 58Q (1989.638787 sec): 3 clusters Score: Raw -27955311.951931 + Penalty 2391.759465 = -27952920.192466 nChanged 215 SP:Iteration 59Q (1989.974105 sec): 3 clusters Score: Raw -27955416.054079 + Penalty 2391.759465 = -27953024.294614 nChanged 166 SP:Iteration 60F (1990.373967 sec): 3 clusters Score: Raw -27955492.966061 + Penalty 2391.759465 = -27953101.206595 nChanged 127 SP:Iteration 61Q (1990.709968 sec): 3 clusters Score: Raw -27955557.356161 + Penalty 2391.759465 = -27953165.596695 nChanged 101 SP:Iteration 62Q (1991.035832 sec): 3 clusters Score: Raw -27955607.027512 + Penalty 2391.759465 = -27953215.268047 nChanged 85 SP:Iteration 63Q (1991.381763 sec): 3 clusters Score: Raw -27955648.208784 + Penalty 2391.759465 = -27953256.449319 nChanged 70 SP:Iteration 64Q (1991.710892 sec): 3 clusters Score: Raw -27955686.124082 + Penalty 2391.759465 = -27953294.364616 nChanged 49 SP:Iteration 65Q (1992.058277 sec): 3 clusters Score: Raw -27955710.058663 + Penalty 2391.759465 = -27953318.299198 nChanged 35 SP:Iteration 66Q (1992.392421 sec): 3 clusters Score: Raw -27955724.519452 + Penalty 2391.759465 = -27953332.759987 nChanged 30 SP:Iteration 67Q (1992.725138 sec): 3 clusters Score: Raw -27955734.825339 + Penalty 2391.759465 = -27953343.065874 nChanged 18 SP:Iteration 68Q (1993.060006 sec): 3 clusters Score: Raw -27955742.278841 + Penalty 2391.759465 = -27953350.519376 nChanged 17 SP:Iteration 69Q (1993.354295 sec): 3 clusters Score: Raw -27955749.823347 + Penalty 2391.759465 = -27953358.063882 nChanged 20 SP:Iteration 70Q (1993.694552 sec): 3 clusters Score: Raw -27955759.197838 + Penalty 2391.759465 = -27953367.438373 nChanged 16 SP:Iteration 71Q (1994.004426 sec): 3 clusters Score: Raw -27955764.929727 + Penalty 2391.759465 = -27953373.170261 nChanged 12 SP:Iteration 72Q (1994.347935 sec): 3 clusters Score: Raw -27955769.328730 + Penalty 2391.759465 = -27953377.569265 nChanged 8 SP:Iteration 73Q (1994.693724 sec): 3 clusters Score: Raw -27955771.734828 + Penalty 2391.759465 = -27953379.975363 nChanged 7 SP:Iteration 74Q (1995.018302 sec): 3 clusters Score: Raw -27955774.829051 + Penalty 2391.759465 = -27953383.069585 nChanged 10 SP:Iteration 75Q (1995.344333 sec): 3 clusters Score: Raw -27955777.923008 + Penalty 2391.759465 = -27953386.163542 nChanged 11 SP:Iteration 76Q (1995.645209 sec): 3 clusters Score: Raw -27955783.531364 + Penalty 2391.759465 = -27953391.771898 nChanged 10 SP:Iteration 77Q (1995.974849 sec): 3 clusters Score: Raw -27955789.443781 + Penalty 2391.759465 = -27953397.684316 nChanged 9 SP:Iteration 78Q (1996.291274 sec): 3 clusters Score: Raw -27955793.336430 + Penalty 2391.759465 = -27953401.576964 nChanged 7 SP:Iteration 79Q (1996.613282 sec): 3 clusters Score: Raw -27955795.393533 + Penalty 2391.759465 = -27953403.634067 nChanged 5 SP:Iteration 80F (1997.027304 sec): 3 clusters Score: Raw -27955796.869035 + Penalty 2391.759465 = -27953405.109569 nChanged 3 SP:Iteration 81Q (1997.353020 sec): 3 clusters Score: Raw -27955797.910490 + Penalty 2391.759465 = -27953406.151024 nChanged 2 SP:Iteration 82Q (1997.663742 sec): 3 clusters Score: Raw -27955798.366221 + Penalty 2391.759465 = -27953406.606756 nChanged 2 SP:Iteration 83Q (1998.003671 sec): 3 clusters Score: Raw -27955799.096275 + Penalty 2391.759465 = -27953407.336809 nChanged 1 SP:Iteration 84Q (1998.350878 sec): 3 clusters Score: Raw -27955799.362285 + Penalty 2391.759465 = -27953407.602819 nChanged 1 SP:Iteration 85Q (1998.671033 sec): 3 clusters Score: Raw -27955800.322249 + Penalty 2391.759465 = -27953408.562784 nChanged 2 SP:Iteration 86Q (1998.964705 sec): 3 clusters Score: Raw -27955801.430125 + Penalty 2391.759465 = -27953409.670660 nChanged 3 SP:Iteration 87Q (1999.269272 sec): 3 clusters Score: Raw -27955802.307133 + Penalty 2391.759465 = -27953410.547668 nChanged 0 SP:Iteration 88F (1999.672235 sec): 3 clusters Score: Raw -27955802.307133 + Penalty 2391.759465 = -27953410.547668 nChanged 0 Trying to split cluster 35 (2250 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1999.721512 sec): 2 clusters Score: Raw -178365.127398 + Penalty 733.275122 = -177631.852276 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1999.769413 sec): 3 clusters Score: Raw -177275.095264 + Penalty 1466.550244 = -175808.545020 nChanged 890 SP:Iteration 1F (1999.825851 sec): 3 clusters Score: Raw -177866.191032 + Penalty 1466.550244 = -176399.640788 nChanged 191 SP:Iteration 2F (1999.865044 sec): 3 clusters Score: Raw -178017.589019 + Penalty 1466.550244 = -176551.038775 nChanged 147 SP:Iteration 3F (1999.927840 sec): 3 clusters Score: Raw -178130.076871 + Penalty 1466.550244 = -176663.526627 nChanged 109 SP:Iteration 4Q (1999.977445 sec): 3 clusters Score: Raw -178223.370367 + Penalty 1466.550244 = -176756.820123 nChanged 91 SP:Iteration 5Q (2000.026817 sec): 3 clusters Score: Raw -178308.351544 + Penalty 1466.550244 = -176841.801300 nChanged 88 SP:Iteration 6Q (2000.075433 sec): 3 clusters Score: Raw -178368.309576 + Penalty 1466.550244 = -176901.759332 nChanged 75 SP:Iteration 7Q (2000.123555 sec): 3 clusters Score: Raw -178426.097749 + Penalty 1466.550244 = -176959.547505 nChanged 83 SP:Iteration 8Q (2000.165265 sec): 3 clusters Score: Raw -178487.933833 + Penalty 1466.550244 = -177021.383589 nChanged 80 SP:Iteration 9Q (2000.224008 sec): 3 clusters Score: Raw -178531.707247 + Penalty 1466.550244 = -177065.157003 nChanged 53 SP:Iteration 10Q (2000.272322 sec): 3 clusters Score: Raw -178562.330929 + Penalty 1466.550244 = -177095.780685 nChanged 55 SP:Iteration 11Q (2000.315081 sec): 3 clusters Score: Raw -178602.548101 + Penalty 1466.550244 = -177135.997857 nChanged 63 SP:Iteration 12Q (2000.371053 sec): 3 clusters Score: Raw -178635.485426 + Penalty 1466.550244 = -177168.935182 nChanged 56 SP:Iteration 13Q (2000.410475 sec): 3 clusters Score: Raw -178671.169711 + Penalty 1466.550244 = -177204.619466 nChanged 50 SP:Iteration 14Q (2000.467205 sec): 3 clusters Score: Raw -178701.928171 + Penalty 1466.550244 = -177235.377927 nChanged 46 SP:Iteration 15Q (2000.513589 sec): 3 clusters Score: Raw -178727.308998 + Penalty 1466.550244 = -177260.758754 nChanged 52 SP:Iteration 16Q (2000.570758 sec): 3 clusters Score: Raw -178755.549737 + Penalty 1466.550244 = -177288.999492 nChanged 41 SP:Iteration 17Q (2000.615579 sec): 3 clusters Score: Raw -178777.454622 + Penalty 1466.550244 = -177310.904378 nChanged 33 SP:Iteration 18Q (2000.667014 sec): 3 clusters Score: Raw -178793.370266 + Penalty 1466.550244 = -177326.820022 nChanged 36 SP:Iteration 19Q (2000.706678 sec): 3 clusters Score: Raw -178809.839447 + Penalty 1466.550244 = -177343.289203 nChanged 26 SP:Iteration 20F (2000.762351 sec): 3 clusters Score: Raw -178830.850381 + Penalty 1466.550244 = -177364.300137 nChanged 25 SP:Iteration 21Q (2000.804534 sec): 3 clusters Score: Raw -178854.516507 + Penalty 1466.550244 = -177387.966263 nChanged 32 SP:Iteration 22Q (2000.849273 sec): 3 clusters Score: Raw -178873.707806 + Penalty 1466.550244 = -177407.157562 nChanged 23 SP:Iteration 23Q (2000.898194 sec): 3 clusters Score: Raw -178886.453715 + Penalty 1466.550244 = -177419.903471 nChanged 22 SP:Iteration 24Q (2000.933280 sec): 3 clusters Score: Raw -178901.880193 + Penalty 1466.550244 = -177435.329948 nChanged 27 SP:Iteration 25Q (2000.994635 sec): 3 clusters Score: Raw -178917.664164 + Penalty 1466.550244 = -177451.113920 nChanged 21 SP:Iteration 26Q (2001.044917 sec): 3 clusters Score: Raw -178931.257814 + Penalty 1466.550244 = -177464.707570 nChanged 24 SP:Iteration 27Q (2001.095346 sec): 3 clusters Score: Raw -178951.718308 + Penalty 1466.550244 = -177485.168064 nChanged 33 SP:Iteration 28Q (2001.141174 sec): 3 clusters Score: Raw -178979.359521 + Penalty 1466.550244 = -177512.809277 nChanged 26 SP:Iteration 29Q (2001.191739 sec): 3 clusters Score: Raw -179000.244371 + Penalty 1466.550244 = -177533.694127 nChanged 25 SP:Iteration 30Q (2001.239295 sec): 3 clusters Score: Raw -179025.026827 + Penalty 1466.550244 = -177558.476583 nChanged 24 SP:Iteration 31Q (2001.278114 sec): 3 clusters Score: Raw -179042.700698 + Penalty 1466.550244 = -177576.150454 nChanged 16 SP:Iteration 32Q (2001.335580 sec): 3 clusters Score: Raw -179056.986804 + Penalty 1466.550244 = -177590.436560 nChanged 18 SP:Iteration 33Q (2001.388890 sec): 3 clusters Score: Raw -179068.400946 + Penalty 1466.550244 = -177601.850702 nChanged 17 SP:Iteration 34Q (2001.427921 sec): 3 clusters Score: Raw -179075.257255 + Penalty 1466.550244 = -177608.707011 nChanged 8 SP:Iteration 35Q (2001.478527 sec): 3 clusters Score: Raw -179078.755108 + Penalty 1466.550244 = -177612.204864 nChanged 8 SP:Iteration 36Q (2001.529872 sec): 3 clusters Score: Raw -179082.560054 + Penalty 1466.550244 = -177616.009810 nChanged 8 SP:Iteration 37Q (2001.583983 sec): 3 clusters Score: Raw -179086.196752 + Penalty 1466.550244 = -177619.646508 nChanged 3 SP:Iteration 38Q (2001.629700 sec): 3 clusters Score: Raw -179089.580154 + Penalty 1466.550244 = -177623.029910 nChanged 3 SP:Iteration 39Q (2001.679891 sec): 3 clusters Score: Raw -179090.956953 + Penalty 1466.550244 = -177624.406709 nChanged 2 SP:Iteration 40F (2001.730679 sec): 3 clusters Score: Raw -179103.246258 + Penalty 1466.550244 = -177636.696014 nChanged 1 SP:Iteration 41Q (2001.780586 sec): 3 clusters Score: Raw -179109.365327 + Penalty 1466.550244 = -177642.815083 nChanged 4 SP:Iteration 42Q (2001.823287 sec): 3 clusters Score: Raw -179110.384411 + Penalty 1466.550244 = -177643.834167 nChanged 1 SP:Iteration 43Q (2001.867804 sec): 3 clusters Score: Raw -179110.454869 + Penalty 1466.550244 = -177643.904625 nChanged 0 SP:Iteration 44F (2001.932149 sec): 3 clusters Score: Raw -179110.454869 + Penalty 1466.550244 = -177643.904625 nChanged 0 Score: Raw -89566671.045483 + Penalty 55047.896722 = -89511623.148761 Splitting cluster 35 changes total score from -89511772.001017 to -89511623.148761 So it's not getting split. Trying to split cluster 36 (1693 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2020.904080 sec): 2 clusters Score: Raw -149144.254785 + Penalty 706.254451 = -148438.000334 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2020.955742 sec): 3 clusters Score: Raw -148362.029513 + Penalty 1412.508903 = -146949.520610 nChanged 616 SP:Iteration 1F (2021.009384 sec): 3 clusters Score: Raw -148811.120991 + Penalty 1412.508903 = -147398.612088 nChanged 164 SP:Iteration 2F (2021.055748 sec): 3 clusters Score: Raw -148953.482016 + Penalty 1412.508903 = -147540.973113 nChanged 108 SP:Iteration 3F (2021.093065 sec): 3 clusters Score: Raw -149049.949865 + Penalty 1412.508903 = -147637.440962 nChanged 83 SP:Iteration 4Q (2021.144424 sec): 3 clusters Score: Raw -149122.261165 + Penalty 1412.508903 = -147709.752262 nChanged 75 SP:Iteration 5Q (2021.194551 sec): 3 clusters Score: Raw -149184.783765 + Penalty 1412.508903 = -147772.274862 nChanged 68 SP:Iteration 6Q (2021.248249 sec): 3 clusters Score: Raw -149230.311362 + Penalty 1412.508903 = -147817.802459 nChanged 40 SP:Iteration 7Q (2021.291169 sec): 3 clusters Score: Raw -149262.035591 + Penalty 1412.508903 = -147849.526688 nChanged 34 SP:Iteration 8Q (2021.339515 sec): 3 clusters Score: Raw -149284.632289 + Penalty 1412.508903 = -147872.123387 nChanged 26 SP:Iteration 9Q (2021.397158 sec): 3 clusters Score: Raw -149297.503145 + Penalty 1412.508903 = -147884.994242 nChanged 16 SP:Iteration 10Q (2021.445819 sec): 3 clusters Score: Raw -149306.409452 + Penalty 1412.508903 = -147893.900550 nChanged 9 SP:Iteration 11Q (2021.496427 sec): 3 clusters Score: Raw -149311.576189 + Penalty 1412.508903 = -147899.067286 nChanged 9 SP:Iteration 12Q (2021.532616 sec): 3 clusters Score: Raw -149316.228627 + Penalty 1412.508903 = -147903.719725 nChanged 3 SP:Iteration 13Q (2021.581661 sec): 3 clusters Score: Raw -149317.984188 + Penalty 1412.508903 = -147905.475286 nChanged 3 SP:Iteration 14Q (2021.625744 sec): 3 clusters Score: Raw -149319.998281 + Penalty 1412.508903 = -147907.489379 nChanged 6 SP:Iteration 15Q (2021.666176 sec): 3 clusters Score: Raw -149322.925637 + Penalty 1412.508903 = -147910.416734 nChanged 4 SP:Iteration 16Q (2021.724811 sec): 3 clusters Score: Raw -149325.395753 + Penalty 1412.508903 = -147912.886850 nChanged 3 SP:Iteration 17Q (2021.769524 sec): 3 clusters Score: Raw -149327.237276 + Penalty 1412.508903 = -147914.728374 nChanged 4 SP:Iteration 18Q (2021.819448 sec): 3 clusters Score: Raw -149328.512136 + Penalty 1412.508903 = -147916.003234 nChanged 2 SP:Iteration 19Q (2021.871184 sec): 3 clusters Score: Raw -149329.980330 + Penalty 1412.508903 = -147917.471427 nChanged 3 SP:Iteration 20F (2021.923672 sec): 3 clusters Score: Raw -149332.032815 + Penalty 1412.508903 = -147919.523912 nChanged 2 SP:Iteration 21Q (2021.972939 sec): 3 clusters Score: Raw -149332.713133 + Penalty 1412.508903 = -147920.204230 nChanged 1 SP:Iteration 22Q (2022.020614 sec): 3 clusters Score: Raw -149333.344028 + Penalty 1412.508903 = -147920.835125 nChanged 0 SP:Iteration 23F (2022.060111 sec): 3 clusters Score: Raw -149333.344028 + Penalty 1412.508903 = -147920.835125 nChanged 0 Trying to split cluster 37 (679 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2022.085696 sec): 2 clusters Score: Raw -69154.843663 + Penalty 619.459007 = -68535.384656 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2022.132802 sec): 3 clusters Score: Raw -68888.855095 + Penalty 1238.918014 = -67649.937081 nChanged 218 SP:Iteration 1F (2022.188507 sec): 3 clusters Score: Raw -69057.336275 + Penalty 1238.918014 = -67818.418260 nChanged 49 SP:Iteration 2F (2022.222907 sec): 3 clusters Score: Raw -69114.544962 + Penalty 1238.918014 = -67875.626948 nChanged 39 SP:Iteration 3F (2022.277130 sec): 3 clusters Score: Raw -69153.477485 + Penalty 1238.918014 = -67914.559471 nChanged 27 SP:Iteration 4Q (2022.313579 sec): 3 clusters Score: Raw -69179.920035 + Penalty 1238.918014 = -67941.002021 nChanged 18 SP:Iteration 5Q (2022.356603 sec): 3 clusters Score: Raw -69191.487891 + Penalty 1238.918014 = -67952.569877 nChanged 3 SP:Iteration 6Q (2022.401729 sec): 3 clusters Score: Raw -69196.395205 + Penalty 1238.918014 = -67957.477190 nChanged 4 SP:Iteration 7Q (2022.446352 sec): 3 clusters Score: Raw -69201.099497 + Penalty 1238.918014 = -67962.181483 nChanged 7 SP:Iteration 8Q (2022.499657 sec): 3 clusters Score: Raw -69205.753533 + Penalty 1238.918014 = -67966.835519 nChanged 10 SP:Iteration 9Q (2022.544280 sec): 3 clusters Score: Raw -69214.082028 + Penalty 1238.918014 = -67975.164013 nChanged 7 SP:Iteration 10Q (2022.584358 sec): 3 clusters Score: Raw -69219.234620 + Penalty 1238.918014 = -67980.316606 nChanged 4 SP:Iteration 11Q (2022.630715 sec): 3 clusters Score: Raw -69222.831790 + Penalty 1238.918014 = -67983.913776 nChanged 1 SP:Iteration 12Q (2022.675977 sec): 3 clusters Score: Raw -69223.140410 + Penalty 1238.918014 = -67984.222396 nChanged 0 SP:Iteration 13F (2022.720496 sec): 3 clusters Score: Raw -69223.140410 + Penalty 1238.918014 = -67984.222396 nChanged 0 Trying to split cluster 38 (2201 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2022.745711 sec): 2 clusters Score: Raw -212854.780531 + Penalty 731.183373 = -212123.597158 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2022.796570 sec): 3 clusters Score: Raw -211785.636955 + Penalty 1462.366745 = -210323.270210 nChanged 863 SP:Iteration 1F (2022.844012 sec): 3 clusters Score: Raw -212257.026083 + Penalty 1462.366745 = -210794.659337 nChanged 162 SP:Iteration 2F (2022.889894 sec): 3 clusters Score: Raw -212356.322381 + Penalty 1462.366745 = -210893.955635 nChanged 108 SP:Iteration 3Q (2022.940144 sec): 3 clusters Score: Raw -212410.976936 + Penalty 1462.366745 = -210948.610191 nChanged 82 SP:Iteration 4Q (2022.992383 sec): 3 clusters Score: Raw -212446.824680 + Penalty 1462.366745 = -210984.457934 nChanged 68 SP:Iteration 5Q (2023.036138 sec): 3 clusters Score: Raw -212476.452190 + Penalty 1462.366745 = -211014.085444 nChanged 60 SP:Iteration 6Q (2023.084772 sec): 3 clusters Score: Raw -212504.607800 + Penalty 1462.366745 = -211042.241054 nChanged 55 SP:Iteration 7Q (2023.122956 sec): 3 clusters Score: Raw -212526.242912 + Penalty 1462.366745 = -211063.876167 nChanged 43 SP:Iteration 8Q (2023.163320 sec): 3 clusters Score: Raw -212547.335898 + Penalty 1462.366745 = -211084.969153 nChanged 50 SP:Iteration 9Q (2023.219073 sec): 3 clusters Score: Raw -212572.351868 + Penalty 1462.366745 = -211109.985123 nChanged 44 SP:Iteration 10Q (2023.262426 sec): 3 clusters Score: Raw -212592.906583 + Penalty 1462.366745 = -211130.539838 nChanged 47 SP:Iteration 11Q (2023.319427 sec): 3 clusters Score: Raw -212620.650164 + Penalty 1462.366745 = -211158.283418 nChanged 56 SP:Iteration 12Q (2023.367194 sec): 3 clusters Score: Raw -212651.945919 + Penalty 1462.366745 = -211189.579173 nChanged 48 SP:Iteration 13Q (2023.417737 sec): 3 clusters Score: Raw -212685.420795 + Penalty 1462.366745 = -211223.054049 nChanged 59 SP:Iteration 14Q (2023.458500 sec): 3 clusters Score: Raw -212724.825675 + Penalty 1462.366745 = -211262.458930 nChanged 53 SP:Iteration 15Q (2023.504493 sec): 3 clusters Score: Raw -212757.543149 + Penalty 1462.366745 = -211295.176404 nChanged 41 SP:Iteration 16Q (2023.558318 sec): 3 clusters Score: Raw -212780.152901 + Penalty 1462.366745 = -211317.786155 nChanged 33 SP:Iteration 17Q (2023.613438 sec): 3 clusters Score: Raw -212797.168186 + Penalty 1462.366745 = -211334.801441 nChanged 21 SP:Iteration 18Q (2023.664730 sec): 3 clusters Score: Raw -212810.877180 + Penalty 1462.366745 = -211348.510435 nChanged 22 SP:Iteration 19Q (2023.704187 sec): 3 clusters Score: Raw -212828.036557 + Penalty 1462.366745 = -211365.669811 nChanged 26 SP:Iteration 20F (2023.755563 sec): 3 clusters Score: Raw -212849.564748 + Penalty 1462.366745 = -211387.198002 nChanged 20 SP:Iteration 21Q (2023.794225 sec): 3 clusters Score: Raw -212863.846250 + Penalty 1462.366745 = -211401.479504 nChanged 23 SP:Iteration 22Q (2023.847784 sec): 3 clusters Score: Raw -212882.126574 + Penalty 1462.366745 = -211419.759828 nChanged 18 SP:Iteration 23Q (2023.895623 sec): 3 clusters Score: Raw -212895.011753 + Penalty 1462.366745 = -211432.645008 nChanged 14 SP:Iteration 24Q (2023.946297 sec): 3 clusters Score: Raw -212903.820338 + Penalty 1462.366745 = -211441.453592 nChanged 18 SP:Iteration 25Q (2023.986871 sec): 3 clusters Score: Raw -212917.585511 + Penalty 1462.366745 = -211455.218765 nChanged 16 SP:Iteration 26Q (2024.047302 sec): 3 clusters Score: Raw -212930.310580 + Penalty 1462.366745 = -211467.943835 nChanged 12 SP:Iteration 27Q (2024.093761 sec): 3 clusters Score: Raw -212938.541862 + Penalty 1462.366745 = -211476.175116 nChanged 12 SP:Iteration 28Q (2024.140615 sec): 3 clusters Score: Raw -212946.760299 + Penalty 1462.366745 = -211484.393554 nChanged 9 SP:Iteration 29Q (2024.177849 sec): 3 clusters Score: Raw -212952.381610 + Penalty 1462.366745 = -211490.014865 nChanged 4 SP:Iteration 30Q (2024.225421 sec): 3 clusters Score: Raw -212954.153472 + Penalty 1462.366745 = -211491.786727 nChanged 3 SP:Iteration 31Q (2024.271812 sec): 3 clusters Score: Raw -212955.398024 + Penalty 1462.366745 = -211493.031279 nChanged 3 SP:Iteration 32Q (2024.323752 sec): 3 clusters Score: Raw -212957.194856 + Penalty 1462.366745 = -211494.828111 nChanged 4 SP:Iteration 33Q (2024.363471 sec): 3 clusters Score: Raw -212960.637405 + Penalty 1462.366745 = -211498.270659 nChanged 5 SP:Iteration 34Q (2024.411244 sec): 3 clusters Score: Raw -212963.747569 + Penalty 1462.366745 = -211501.380823 nChanged 2 SP:Iteration 35Q (2024.463591 sec): 3 clusters Score: Raw -212964.141309 + Penalty 1462.366745 = -211501.774563 nChanged 2 SP:Iteration 36Q (2024.504951 sec): 3 clusters Score: Raw -212965.086313 + Penalty 1462.366745 = -211502.719567 nChanged 1 SP:Iteration 37Q (2024.549486 sec): 3 clusters Score: Raw -212965.308697 + Penalty 1462.366745 = -211502.941952 nChanged 2 SP:Iteration 38Q (2024.600814 sec): 3 clusters Score: Raw -212966.246944 + Penalty 1462.366745 = -211503.880199 nChanged 2 SP:Iteration 39Q (2024.644218 sec): 3 clusters Score: Raw -212969.040272 + Penalty 1462.366745 = -211506.673526 nChanged 3 SP:Iteration 40F (2024.696457 sec): 3 clusters Score: Raw -212970.057103 + Penalty 1462.366745 = -211507.690357 nChanged 4 SP:Iteration 41Q (2024.749585 sec): 3 clusters Score: Raw -212971.987822 + Penalty 1462.366745 = -211509.621077 nChanged 1 SP:Iteration 42Q (2024.795710 sec): 3 clusters Score: Raw -212972.336992 + Penalty 1462.366745 = -211509.970247 nChanged 0 SP:Iteration 43F (2024.844557 sec): 3 clusters Score: Raw -212972.336992 + Penalty 1462.366745 = -211509.970247 nChanged 0 Trying to split cluster 39 (10210 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2024.882758 sec): 2 clusters Score: Raw -979380.182669 + Penalty 876.956677 = -978503.225992 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2024.940469 sec): 3 clusters Score: Raw -973223.853923 + Penalty 1753.913353 = -971469.940570 nChanged 4593 SP:Iteration 1F (2024.996550 sec): 3 clusters Score: Raw -975853.495356 + Penalty 1753.913353 = -974099.582003 nChanged 569 SP:Iteration 2F (2025.047146 sec): 3 clusters Score: Raw -976070.416046 + Penalty 1753.913353 = -974316.502693 nChanged 539 SP:Iteration 3F (2025.102188 sec): 3 clusters Score: Raw -976289.667442 + Penalty 1753.913353 = -974535.754088 nChanged 510 SP:Iteration 4Q (2025.173791 sec): 3 clusters Score: Raw -976530.442030 + Penalty 1753.913353 = -974776.528677 nChanged 565 SP:Iteration 5F (2025.227924 sec): 3 clusters Score: Raw -976851.822021 + Penalty 1753.913353 = -975097.908667 nChanged 635 SP:Iteration 6F (2025.289979 sec): 3 clusters Score: Raw -977278.688523 + Penalty 1753.913353 = -975524.775169 nChanged 665 SP:Iteration 7F (2025.347627 sec): 3 clusters Score: Raw -977832.338989 + Penalty 1753.913353 = -976078.425636 nChanged 691 SP:Iteration 8F (2025.395574 sec): 3 clusters Score: Raw -978461.108954 + Penalty 1753.913353 = -976707.195601 nChanged 485 SP:Iteration 9Q (2025.453714 sec): 3 clusters Score: Raw -978898.973333 + Penalty 1753.913353 = -977145.059980 nChanged 306 SP:Iteration 10Q (2025.506836 sec): 3 clusters Score: Raw -979176.548604 + Penalty 1753.913353 = -977422.635251 nChanged 169 SP:Iteration 11Q (2025.572670 sec): 3 clusters Score: Raw -979329.087545 + Penalty 1753.913353 = -977575.174192 nChanged 92 SP:Iteration 12Q (2025.627984 sec): 3 clusters Score: Raw -979424.635928 + Penalty 1753.913353 = -977670.722575 nChanged 52 SP:Iteration 13Q (2025.676097 sec): 3 clusters Score: Raw -979486.861669 + Penalty 1753.913353 = -977732.948316 nChanged 31 SP:Iteration 14Q (2025.731998 sec): 3 clusters Score: Raw -979519.542264 + Penalty 1753.913353 = -977765.628911 nChanged 9 SP:Iteration 15Q (2025.795508 sec): 3 clusters Score: Raw -979527.372412 + Penalty 1753.913353 = -977773.459059 nChanged 4 SP:Iteration 16Q (2025.840996 sec): 3 clusters Score: Raw -979533.795204 + Penalty 1753.913353 = -977779.881851 nChanged 5 SP:Iteration 17Q (2025.902186 sec): 3 clusters Score: Raw -979539.166872 + Penalty 1753.913353 = -977785.253519 nChanged 4 SP:Iteration 18Q (2025.955135 sec): 3 clusters Score: Raw -979543.659591 + Penalty 1753.913353 = -977789.746238 nChanged 3 SP:Iteration 19Q (2026.014461 sec): 3 clusters Score: Raw -979547.310440 + Penalty 1753.913353 = -977793.397086 nChanged 2 SP:Iteration 20F (2026.066524 sec): 3 clusters Score: Raw -979551.212347 + Penalty 1753.913353 = -977797.298994 nChanged 1 SP:Iteration 21Q (2026.127439 sec): 3 clusters Score: Raw -979554.756711 + Penalty 1753.913353 = -977800.843357 nChanged 2 SP:Iteration 22Q (2026.189249 sec): 3 clusters Score: Raw -979557.738613 + Penalty 1753.913353 = -977803.825260 nChanged 0 SP:Iteration 23F (2026.239995 sec): 3 clusters Score: Raw -979557.738613 + Penalty 1753.913353 = -977803.825260 nChanged 0 Trying to split cluster 40 (3781 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2026.280223 sec): 2 clusters Score: Raw -363709.584161 + Penalty 782.585661 = -362926.998499 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2026.327458 sec): 3 clusters Score: Raw -361659.781067 + Penalty 1565.171323 = -360094.609744 nChanged 1588 SP:Iteration 1F (2026.379729 sec): 3 clusters Score: Raw -362541.149552 + Penalty 1565.171323 = -360975.978230 nChanged 313 SP:Iteration 2F (2026.425046 sec): 3 clusters Score: Raw -362743.391928 + Penalty 1565.171323 = -361178.220605 nChanged 253 SP:Iteration 3F (2026.479114 sec): 3 clusters Score: Raw -362907.149506 + Penalty 1565.171323 = -361341.978183 nChanged 237 SP:Iteration 4F (2026.520033 sec): 3 clusters Score: Raw -363095.565920 + Penalty 1565.171323 = -361530.394597 nChanged 225 SP:Iteration 5F (2026.561733 sec): 3 clusters Score: Raw -363268.064140 + Penalty 1565.171323 = -361702.892817 nChanged 186 SP:Iteration 6Q (2026.622659 sec): 3 clusters Score: Raw -363422.494035 + Penalty 1565.171323 = -361857.322712 nChanged 166 SP:Iteration 7Q (2026.670900 sec): 3 clusters Score: Raw -363532.717981 + Penalty 1565.171323 = -361967.546659 nChanged 118 SP:Iteration 8Q (2026.708961 sec): 3 clusters Score: Raw -363611.608704 + Penalty 1565.171323 = -362046.437381 nChanged 94 SP:Iteration 9Q (2026.763670 sec): 3 clusters Score: Raw -363654.693338 + Penalty 1565.171323 = -362089.522015 nChanged 58 SP:Iteration 10Q (2026.818691 sec): 3 clusters Score: Raw -363674.748112 + Penalty 1565.171323 = -362109.576789 nChanged 38 SP:Iteration 11Q (2026.865742 sec): 3 clusters Score: Raw -363684.893635 + Penalty 1565.171323 = -362119.722313 nChanged 21 SP:Iteration 12Q (2026.920582 sec): 3 clusters Score: Raw -363688.958031 + Penalty 1565.171323 = -362123.786708 nChanged 10 SP:Iteration 13Q (2026.966925 sec): 3 clusters Score: Raw -363691.606856 + Penalty 1565.171323 = -362126.435533 nChanged 16 SP:Iteration 14Q (2027.005983 sec): 3 clusters Score: Raw -363696.014024 + Penalty 1565.171323 = -362130.842702 nChanged 16 SP:Iteration 15Q (2027.051782 sec): 3 clusters Score: Raw -363699.794323 + Penalty 1565.171323 = -362134.623000 nChanged 11 SP:Iteration 16Q (2027.107112 sec): 3 clusters Score: Raw -363701.719393 + Penalty 1565.171323 = -362136.548070 nChanged 15 SP:Iteration 17Q (2027.146044 sec): 3 clusters Score: Raw -363704.927434 + Penalty 1565.171323 = -362139.756111 nChanged 10 SP:Iteration 18Q (2027.189565 sec): 3 clusters Score: Raw -363708.402847 + Penalty 1565.171323 = -362143.231524 nChanged 13 SP:Iteration 19Q (2027.244734 sec): 3 clusters Score: Raw -363712.384618 + Penalty 1565.171323 = -362147.213295 nChanged 11 SP:Iteration 20F (2027.292183 sec): 3 clusters Score: Raw -363715.849959 + Penalty 1565.171323 = -362150.678637 nChanged 12 SP:Iteration 21Q (2027.325668 sec): 3 clusters Score: Raw -363719.531974 + Penalty 1565.171323 = -362154.360651 nChanged 11 SP:Iteration 22Q (2027.373988 sec): 3 clusters Score: Raw -363721.589424 + Penalty 1565.171323 = -362156.418101 nChanged 8 SP:Iteration 23Q (2027.418464 sec): 3 clusters Score: Raw -363723.030657 + Penalty 1565.171323 = -362157.859334 nChanged 7 SP:Iteration 24Q (2027.465813 sec): 3 clusters Score: Raw -363724.369775 + Penalty 1565.171323 = -362159.198452 nChanged 4 SP:Iteration 25Q (2027.510068 sec): 3 clusters Score: Raw -363724.995576 + Penalty 1565.171323 = -362159.824254 nChanged 4 SP:Iteration 26Q (2027.557159 sec): 3 clusters Score: Raw -363725.952178 + Penalty 1565.171323 = -362160.780855 nChanged 3 SP:Iteration 27Q (2027.601365 sec): 3 clusters Score: Raw -363726.586948 + Penalty 1565.171323 = -362161.415625 nChanged 4 SP:Iteration 28Q (2027.645665 sec): 3 clusters Score: Raw -363727.243901 + Penalty 1565.171323 = -362162.072578 nChanged 5 SP:Iteration 29Q (2027.690675 sec): 3 clusters Score: Raw -363728.294781 + Penalty 1565.171323 = -362163.123458 nChanged 6 SP:Iteration 30Q (2027.735000 sec): 3 clusters Score: Raw -363729.580879 + Penalty 1565.171323 = -362164.409557 nChanged 3 SP:Iteration 31Q (2027.780867 sec): 3 clusters Score: Raw -363730.031532 + Penalty 1565.171323 = -362164.860210 nChanged 3 SP:Iteration 32Q (2027.826341 sec): 3 clusters Score: Raw -363730.588317 + Penalty 1565.171323 = -362165.416994 nChanged 4 SP:Iteration 33Q (2027.872439 sec): 3 clusters Score: Raw -363731.508642 + Penalty 1565.171323 = -362166.337320 nChanged 5 SP:Iteration 34Q (2027.918047 sec): 3 clusters Score: Raw -363732.596770 + Penalty 1565.171323 = -362167.425447 nChanged 5 SP:Iteration 35Q (2027.964261 sec): 3 clusters Score: Raw -363733.212599 + Penalty 1565.171323 = -362168.041276 nChanged 5 SP:Iteration 36Q (2028.009512 sec): 3 clusters Score: Raw -363734.342321 + Penalty 1565.171323 = -362169.170998 nChanged 10 SP:Iteration 37Q (2028.055522 sec): 3 clusters Score: Raw -363737.322740 + Penalty 1565.171323 = -362172.151418 nChanged 6 SP:Iteration 38Q (2028.100438 sec): 3 clusters Score: Raw -363738.439436 + Penalty 1565.171323 = -362173.268113 nChanged 10 SP:Iteration 39Q (2028.160240 sec): 3 clusters Score: Raw -363740.131180 + Penalty 1565.171323 = -362174.959858 nChanged 10 SP:Iteration 40F (2028.206689 sec): 3 clusters Score: Raw -363742.445554 + Penalty 1565.171323 = -362177.274232 nChanged 5 SP:Iteration 41Q (2028.246515 sec): 3 clusters Score: Raw -363743.693494 + Penalty 1565.171323 = -362178.522171 nChanged 7 SP:Iteration 42Q (2028.307857 sec): 3 clusters Score: Raw -363745.344721 + Penalty 1565.171323 = -362180.173398 nChanged 5 SP:Iteration 43Q (2028.350340 sec): 3 clusters Score: Raw -363746.192092 + Penalty 1565.171323 = -362181.020769 nChanged 4 SP:Iteration 44Q (2028.409976 sec): 3 clusters Score: Raw -363746.571820 + Penalty 1565.171323 = -362181.400497 nChanged 2 SP:Iteration 45Q (2028.451233 sec): 3 clusters Score: Raw -363746.874057 + Penalty 1565.171323 = -362181.702735 nChanged 2 SP:Iteration 46Q (2028.499159 sec): 3 clusters Score: Raw -363747.024222 + Penalty 1565.171323 = -362181.852899 nChanged 0 SP:Iteration 47F (2028.560807 sec): 3 clusters Score: Raw -363747.024222 + Penalty 1565.171323 = -362181.852899 nChanged 0 Iteration 139Q (2037.668812 sec): 42 clusters Score: Raw -89566153.639186 + Penalty 53737.232514 = -89512416.406672 nChanged 1146 Iteration 140F (2056.796799 sec): 42 clusters Score: Raw -89566314.577526 + Penalty 53737.232514 = -89512577.345013 nChanged 1131 Iteration 141Q (2065.216173 sec): 42 clusters Score: Raw -89566407.625490 + Penalty 53737.232514 = -89512670.392976 nChanged 1042 Iteration 142Q (2073.785279 sec): 42 clusters Score: Raw -89566464.619015 + Penalty 53737.232514 = -89512727.386501 nChanged 1018 Iteration 143Q (2082.483144 sec): 42 clusters Score: Raw -89566515.250405 + Penalty 53737.232514 = -89512778.017891 nChanged 937 Iteration 144Q (2091.155611 sec): 42 clusters Score: Raw -89566557.322097 + Penalty 53737.232514 = -89512820.089583 nChanged 874 Iteration 145Q (2099.976036 sec): 42 clusters Score: Raw -89566592.956720 + Penalty 53737.232514 = -89512855.724206 nChanged 863 Iteration 146Q (2109.111494 sec): 42 clusters Score: Raw -89566628.684782 + Penalty 53737.232514 = -89512891.452268 nChanged 802 Iteration 147Q (2118.519637 sec): 42 clusters Score: Raw -89566656.406620 + Penalty 53737.232514 = -89512919.174106 nChanged 777 Iteration 148Q (2127.734052 sec): 42 clusters Score: Raw -89566682.810000 + Penalty 53737.232514 = -89512945.577486 nChanged 776 Iteration 149Q (2136.956463 sec): 42 clusters Score: Raw -89566708.675748 + Penalty 53737.232514 = -89512971.443234 nChanged 674 Iteration 150Q (2145.908649 sec): 42 clusters Score: Raw -89566728.561691 + Penalty 53737.232514 = -89512991.329177 nChanged 608 Iteration 151Q (2154.663718 sec): 42 clusters Score: Raw -89566747.905250 + Penalty 53737.232514 = -89513010.672736 nChanged 592 Iteration 152Q (2163.732181 sec): 42 clusters Score: Raw -89566767.629862 + Penalty 53737.232514 = -89513030.397348 nChanged 623 Iteration 153Q (2172.977575 sec): 42 clusters Score: Raw -89566789.818507 + Penalty 53737.232514 = -89513052.585993 nChanged 650 Iteration 154Q (2181.876106 sec): 42 clusters Score: Raw -89566812.962719 + Penalty 53737.232514 = -89513075.730205 nChanged 632 Iteration 155Q (2190.599302 sec): 42 clusters Score: Raw -89566835.034339 + Penalty 53737.232514 = -89513097.801825 nChanged 613 Iteration 156Q (2199.503083 sec): 42 clusters Score: Raw -89566857.410304 + Penalty 53737.232514 = -89513120.177790 nChanged 632 Iteration 157Q (2208.135761 sec): 42 clusters Score: Raw -89566880.076450 + Penalty 53737.232514 = -89513142.843936 nChanged 660 Iteration 158Q (2217.105541 sec): 42 clusters Score: Raw -89566902.751981 + Penalty 53737.232514 = -89513165.519467 nChanged 681 Iteration 159Q (2226.334387 sec): 42 clusters Score: Raw -89566925.710390 + Penalty 53737.232514 = -89513188.477876 nChanged 677 Iteration 160F (2245.457914 sec): 42 clusters Score: Raw -89566967.620491 + Penalty 53737.232514 = -89513230.387977 nChanged 703 Iteration 161Q (2254.634612 sec): 42 clusters Score: Raw -89567035.629924 + Penalty 53737.232514 = -89513298.397410 nChanged 666 Iteration 162Q (2263.775497 sec): 42 clusters Score: Raw -89567057.773028 + Penalty 53737.232514 = -89513320.540514 nChanged 688 Iteration 163Q (2272.964648 sec): 42 clusters Score: Raw -89567080.417261 + Penalty 53737.232514 = -89513343.184747 nChanged 693 Iteration 164Q (2282.123579 sec): 42 clusters Score: Raw -89567103.036479 + Penalty 53737.232514 = -89513365.803965 nChanged 663 Iteration 165Q (2290.336982 sec): 42 clusters Score: Raw -89567124.713676 + Penalty 53737.232514 = -89513387.481162 nChanged 656 Iteration 166Q (2299.036347 sec): 42 clusters Score: Raw -89567146.292976 + Penalty 53737.232514 = -89513409.060463 nChanged 661 Iteration 167Q (2308.004368 sec): 42 clusters Score: Raw -89567166.530656 + Penalty 53737.232514 = -89513429.298143 nChanged 641 Iteration 168Q (2316.965838 sec): 42 clusters Score: Raw -89567185.227362 + Penalty 53737.232514 = -89513447.994848 nChanged 626 Iteration 169Q (2326.136104 sec): 42 clusters Score: Raw -89567206.225787 + Penalty 53737.232514 = -89513468.993273 nChanged 655 Iteration 170Q (2335.289962 sec): 42 clusters Score: Raw -89567226.879308 + Penalty 53737.232514 = -89513489.646794 nChanged 645 Iteration 171Q (2344.296204 sec): 42 clusters Score: Raw -89567247.135728 + Penalty 53737.232514 = -89513509.903214 nChanged 641 Iteration 172Q (2353.218438 sec): 42 clusters Score: Raw -89567267.494392 + Penalty 53737.232514 = -89513530.261878 nChanged 644 Iteration 173Q (2361.764054 sec): 42 clusters Score: Raw -89567288.451103 + Penalty 53737.232514 = -89513551.218589 nChanged 639 Iteration 174Q (2370.660192 sec): 42 clusters Score: Raw -89567309.317694 + Penalty 53737.232514 = -89513572.085180 nChanged 654 Iteration 175Q (2379.460531 sec): 42 clusters Score: Raw -89567331.186441 + Penalty 53737.232514 = -89513593.953927 nChanged 683 Iteration 176Q (2388.211363 sec): 42 clusters Score: Raw -89567354.534626 + Penalty 53737.232514 = -89513617.302112 nChanged 683 Iteration 177Q (2397.305595 sec): 42 clusters Score: Raw -89567378.605593 + Penalty 53737.232514 = -89513641.373079 nChanged 661 Iteration 178Q (2406.238343 sec): 42 clusters Score: Raw -89567401.488436 + Penalty 53737.232514 = -89513664.255922 nChanged 668 Writing temp clu file Because OldScore, -89513641.373079, is greater than current (better) Score,-89513664.255922 Compute initial score before splitting: Score: Raw -89567401.488436 + Penalty 53737.232514 = -89513664.255922 Trying to split cluster 1 (933 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2406.553576 sec): 2 clusters Score: Raw -95119.686033 + Penalty 649.648494 = -94470.037539 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2406.598233 sec): 3 clusters Score: Raw -94731.580124 + Penalty 1299.296988 = -93432.283136 nChanged 346 SP:Iteration 1F (2406.647809 sec): 3 clusters Score: Raw -94969.276609 + Penalty 1299.296988 = -93669.979621 nChanged 76 SP:Iteration 2F (2406.686888 sec): 3 clusters Score: Raw -95043.483140 + Penalty 1299.296988 = -93744.186152 nChanged 52 SP:Iteration 3F (2406.729090 sec): 3 clusters Score: Raw -95078.503692 + Penalty 1299.296988 = -93779.206704 nChanged 23 SP:Iteration 4Q (2406.783416 sec): 3 clusters Score: Raw -95095.009999 + Penalty 1299.296988 = -93795.713010 nChanged 15 SP:Iteration 5Q (2406.825022 sec): 3 clusters Score: Raw -95103.788423 + Penalty 1299.296988 = -93804.491435 nChanged 7 SP:Iteration 6Q (2406.878725 sec): 3 clusters Score: Raw -95107.398671 + Penalty 1299.296988 = -93808.101682 nChanged 9 SP:Iteration 7Q (2406.928570 sec): 3 clusters Score: Raw -95112.235722 + Penalty 1299.296988 = -93812.938734 nChanged 6 SP:Iteration 8Q (2406.963083 sec): 3 clusters Score: Raw -95118.449597 + Penalty 1299.296988 = -93819.152609 nChanged 4 SP:Iteration 9Q (2407.019766 sec): 3 clusters Score: Raw -95121.194950 + Penalty 1299.296988 = -93821.897962 nChanged 2 SP:Iteration 10Q (2407.065916 sec): 3 clusters Score: Raw -95122.325176 + Penalty 1299.296988 = -93823.028188 nChanged 0 SP:Iteration 11F (2407.111503 sec): 3 clusters Score: Raw -95122.325176 + Penalty 1299.296988 = -93823.028188 nChanged 0 Trying to split cluster 2 (4308 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2407.132070 sec): 2 clusters Score: Raw -396017.391887 + Penalty 794.981759 = -395222.410128 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2407.185950 sec): 3 clusters Score: Raw -393653.654094 + Penalty 1589.963517 = -392063.690577 nChanged 1796 SP:Iteration 1F (2407.232483 sec): 3 clusters Score: Raw -394734.855065 + Penalty 1589.963517 = -393144.891547 nChanged 376 SP:Iteration 2F (2407.297756 sec): 3 clusters Score: Raw -395015.324728 + Penalty 1589.963517 = -393425.361211 nChanged 323 SP:Iteration 3F (2407.349756 sec): 3 clusters Score: Raw -395253.239661 + Penalty 1589.963517 = -393663.276143 nChanged 281 SP:Iteration 4F (2407.396230 sec): 3 clusters Score: Raw -395465.268746 + Penalty 1589.963517 = -393875.305228 nChanged 230 SP:Iteration 5F (2407.442737 sec): 3 clusters Score: Raw -395645.308962 + Penalty 1589.963517 = -394055.345445 nChanged 169 SP:Iteration 6Q (2407.485855 sec): 3 clusters Score: Raw -395782.041357 + Penalty 1589.963517 = -394192.077839 nChanged 144 SP:Iteration 7Q (2407.542403 sec): 3 clusters Score: Raw -395895.617559 + Penalty 1589.963517 = -394305.654042 nChanged 97 SP:Iteration 8Q (2407.590376 sec): 3 clusters Score: Raw -395977.224471 + Penalty 1589.963517 = -394387.260954 nChanged 76 SP:Iteration 9Q (2407.640988 sec): 3 clusters Score: Raw -396032.349077 + Penalty 1589.963517 = -394442.385559 nChanged 50 SP:Iteration 10Q (2407.694483 sec): 3 clusters Score: Raw -396067.456900 + Penalty 1589.963517 = -394477.493383 nChanged 36 SP:Iteration 11Q (2407.736694 sec): 3 clusters Score: Raw -396095.076905 + Penalty 1589.963517 = -394505.113388 nChanged 37 SP:Iteration 12Q (2407.792825 sec): 3 clusters Score: Raw -396123.724410 + Penalty 1589.963517 = -394533.760892 nChanged 26 SP:Iteration 13Q (2407.847608 sec): 3 clusters Score: Raw -396141.452699 + Penalty 1589.963517 = -394551.489182 nChanged 27 SP:Iteration 14Q (2407.882700 sec): 3 clusters Score: Raw -396155.156528 + Penalty 1589.963517 = -394565.193010 nChanged 16 SP:Iteration 15Q (2407.940393 sec): 3 clusters Score: Raw -396162.080264 + Penalty 1589.963517 = -394572.116746 nChanged 8 SP:Iteration 16Q (2407.984130 sec): 3 clusters Score: Raw -396164.863789 + Penalty 1589.963517 = -394574.900271 nChanged 4 SP:Iteration 17Q (2408.035062 sec): 3 clusters Score: Raw -396167.507348 + Penalty 1589.963517 = -394577.543831 nChanged 4 SP:Iteration 18Q (2408.093348 sec): 3 clusters Score: Raw -396168.676396 + Penalty 1589.963517 = -394578.712879 nChanged 2 SP:Iteration 19Q (2408.145137 sec): 3 clusters Score: Raw -396169.047372 + Penalty 1589.963517 = -394579.083855 nChanged 3 SP:Iteration 20F (2408.191390 sec): 3 clusters Score: Raw -396169.914247 + Penalty 1589.963517 = -394579.950730 nChanged 2 SP:Iteration 21Q (2408.246389 sec): 3 clusters Score: Raw -396170.809568 + Penalty 1589.963517 = -394580.846050 nChanged 3 SP:Iteration 22Q (2408.294183 sec): 3 clusters Score: Raw -396172.133694 + Penalty 1589.963517 = -394582.170176 nChanged 3 SP:Iteration 23Q (2408.341346 sec): 3 clusters Score: Raw -396172.815098 + Penalty 1589.963517 = -394582.851580 nChanged 3 SP:Iteration 24Q (2408.383595 sec): 3 clusters Score: Raw -396173.722593 + Penalty 1589.963517 = -394583.759076 nChanged 4 SP:Iteration 25Q (2408.432209 sec): 3 clusters Score: Raw -396174.280237 + Penalty 1589.963517 = -394584.316720 nChanged 2 SP:Iteration 26Q (2408.476114 sec): 3 clusters Score: Raw -396174.670822 + Penalty 1589.963517 = -394584.707304 nChanged 0 SP:Iteration 27F (2408.531795 sec): 3 clusters Score: Raw -396174.670822 + Penalty 1589.963517 = -394584.707304 nChanged 0 Trying to split cluster 3 (50463 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2408.614640 sec): 2 clusters Score: Raw -4478151.799304 + Penalty 1028.754589 = -4477123.044715 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2408.730542 sec): 3 clusters Score: Raw -4445345.872072 + Penalty 2057.509178 = -4443288.362894 nChanged 24150 SP:Iteration 1F (2408.833436 sec): 3 clusters Score: Raw -4459579.703556 + Penalty 2057.509178 = -4457522.194378 nChanged 2165 SP:Iteration 2Q (2408.941472 sec): 3 clusters Score: Raw -4460375.997778 + Penalty 2057.509178 = -4458318.488600 nChanged 2699 SP:Iteration 3F (2409.058475 sec): 3 clusters Score: Raw -4461756.547121 + Penalty 2057.509178 = -4459699.037943 nChanged 3465 SP:Iteration 4F (2409.171720 sec): 3 clusters Score: Raw -4464130.999741 + Penalty 2057.509178 = -4462073.490563 nChanged 4200 SP:Iteration 5F (2409.278194 sec): 3 clusters Score: Raw -4467658.957639 + Penalty 2057.509178 = -4465601.448461 nChanged 4296 SP:Iteration 6F (2409.381404 sec): 3 clusters Score: Raw -4471655.674364 + Penalty 2057.509178 = -4469598.165186 nChanged 3437 SP:Iteration 7F (2409.501341 sec): 3 clusters Score: Raw -4474969.209611 + Penalty 2057.509178 = -4472911.700433 nChanged 2095 SP:Iteration 8Q (2409.602124 sec): 3 clusters Score: Raw -4476928.120331 + Penalty 2057.509178 = -4474870.611153 nChanged 941 SP:Iteration 9Q (2409.715572 sec): 3 clusters Score: Raw -4477750.611071 + Penalty 2057.509178 = -4475693.101893 nChanged 340 SP:Iteration 10Q (2409.816000 sec): 3 clusters Score: Raw -4478056.589250 + Penalty 2057.509178 = -4475999.080072 nChanged 153 SP:Iteration 11Q (2409.917042 sec): 3 clusters Score: Raw -4478194.524701 + Penalty 2057.509178 = -4476137.015523 nChanged 69 SP:Iteration 12Q (2410.021699 sec): 3 clusters Score: Raw -4478248.126161 + Penalty 2057.509178 = -4476190.616983 nChanged 27 SP:Iteration 13Q (2410.120966 sec): 3 clusters Score: Raw -4478273.568847 + Penalty 2057.509178 = -4476216.059669 nChanged 20 SP:Iteration 14Q (2410.219574 sec): 3 clusters Score: Raw -4478292.479467 + Penalty 2057.509178 = -4476234.970289 nChanged 17 SP:Iteration 15Q (2410.320471 sec): 3 clusters Score: Raw -4478309.547274 + Penalty 2057.509178 = -4476252.038096 nChanged 17 SP:Iteration 16Q (2410.419108 sec): 3 clusters Score: Raw -4478326.119004 + Penalty 2057.509178 = -4476268.609826 nChanged 11 SP:Iteration 17Q (2410.510812 sec): 3 clusters Score: Raw -4478333.443848 + Penalty 2057.509178 = -4476275.934670 nChanged 5 SP:Iteration 18Q (2410.605656 sec): 3 clusters Score: Raw -4478336.625550 + Penalty 2057.509178 = -4476279.116372 nChanged 3 SP:Iteration 19Q (2410.715863 sec): 3 clusters Score: Raw -4478341.615943 + Penalty 2057.509178 = -4476284.106765 nChanged 8 SP:Iteration 20F (2410.805898 sec): 3 clusters Score: Raw -4478347.011848 + Penalty 2057.509178 = -4476289.502670 nChanged 8 SP:Iteration 21Q (2410.912786 sec): 3 clusters Score: Raw -4478355.691293 + Penalty 2057.509178 = -4476298.182115 nChanged 6 SP:Iteration 22Q (2411.006832 sec): 3 clusters Score: Raw -4478364.356833 + Penalty 2057.509178 = -4476306.847655 nChanged 4 SP:Iteration 23Q (2411.095377 sec): 3 clusters Score: Raw -4478367.104605 + Penalty 2057.509178 = -4476309.595427 nChanged 4 SP:Iteration 24Q (2411.202251 sec): 3 clusters Score: Raw -4478369.290071 + Penalty 2057.509178 = -4476311.780893 nChanged 1 SP:Iteration 25Q (2411.289701 sec): 3 clusters Score: Raw -4478369.467956 + Penalty 2057.509178 = -4476311.958778 nChanged 0 SP:Iteration 26F (2411.400649 sec): 3 clusters Score: Raw -4478369.467956 + Penalty 2057.509178 = -4476311.958778 nChanged 0 Trying to split cluster 4 (18901 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2411.434248 sec): 2 clusters Score: Raw -1809873.579078 + Penalty 935.462160 = -1808938.116918 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2411.504933 sec): 3 clusters Score: Raw -1798177.867840 + Penalty 1870.924321 = -1796306.943519 nChanged 8726 SP:Iteration 1F (2411.570475 sec): 3 clusters Score: Raw -1803096.008569 + Penalty 1870.924321 = -1801225.084248 nChanged 912 SP:Iteration 2Q (2411.643977 sec): 3 clusters Score: Raw -1803456.317089 + Penalty 1870.924321 = -1801585.392768 nChanged 938 SP:Iteration 3Q (2411.713815 sec): 3 clusters Score: Raw -1803904.464082 + Penalty 1870.924321 = -1802033.539761 nChanged 1040 SP:Iteration 4F (2411.781544 sec): 3 clusters Score: Raw -1804514.506680 + Penalty 1870.924321 = -1802643.582359 nChanged 1129 SP:Iteration 5F (2411.847465 sec): 3 clusters Score: Raw -1805268.053975 + Penalty 1870.924321 = -1803397.129655 nChanged 1093 SP:Iteration 6F (2411.907944 sec): 3 clusters Score: Raw -1806022.870007 + Penalty 1870.924321 = -1804151.945686 nChanged 997 SP:Iteration 7F (2411.975493 sec): 3 clusters Score: Raw -1806632.631247 + Penalty 1870.924321 = -1804761.706926 nChanged 814 SP:Iteration 8Q (2412.040341 sec): 3 clusters Score: Raw -1807007.089146 + Penalty 1870.924321 = -1805136.164825 nChanged 573 SP:Iteration 9Q (2412.120717 sec): 3 clusters Score: Raw -1807213.010019 + Penalty 1870.924321 = -1805342.085698 nChanged 404 SP:Iteration 10Q (2412.176943 sec): 3 clusters Score: Raw -1807331.667895 + Penalty 1870.924321 = -1805460.743575 nChanged 304 SP:Iteration 11Q (2412.252439 sec): 3 clusters Score: Raw -1807418.595585 + Penalty 1870.924321 = -1805547.671264 nChanged 267 SP:Iteration 12Q (2412.322046 sec): 3 clusters Score: Raw -1807495.787730 + Penalty 1870.924321 = -1805624.863409 nChanged 291 SP:Iteration 13Q (2412.381854 sec): 3 clusters Score: Raw -1807590.763093 + Penalty 1870.924321 = -1805719.838773 nChanged 292 SP:Iteration 14Q (2412.448343 sec): 3 clusters Score: Raw -1807691.098574 + Penalty 1870.924321 = -1805820.174253 nChanged 345 SP:Iteration 15Q (2412.515654 sec): 3 clusters Score: Raw -1807824.025908 + Penalty 1870.924321 = -1805953.101587 nChanged 361 SP:Iteration 16Q (2412.589957 sec): 3 clusters Score: Raw -1807973.631040 + Penalty 1870.924321 = -1806102.706719 nChanged 362 SP:Iteration 17Q (2412.653891 sec): 3 clusters Score: Raw -1808141.226591 + Penalty 1870.924321 = -1806270.302271 nChanged 373 SP:Iteration 18Q (2412.730541 sec): 3 clusters Score: Raw -1808327.794473 + Penalty 1870.924321 = -1806456.870152 nChanged 404 SP:Iteration 19Q (2412.792560 sec): 3 clusters Score: Raw -1808544.172523 + Penalty 1870.924321 = -1806673.248202 nChanged 365 SP:Iteration 20F (2412.864798 sec): 3 clusters Score: Raw -1808755.924823 + Penalty 1870.924321 = -1806885.000503 nChanged 364 SP:Iteration 21Q (2412.943547 sec): 3 clusters Score: Raw -1808976.548367 + Penalty 1870.924321 = -1807105.624046 nChanged 307 SP:Iteration 22Q (2413.003320 sec): 3 clusters Score: Raw -1809161.029924 + Penalty 1870.924321 = -1807290.105603 nChanged 293 SP:Iteration 23Q (2413.067139 sec): 3 clusters Score: Raw -1809345.550895 + Penalty 1870.924321 = -1807474.626575 nChanged 258 SP:Iteration 24Q (2413.145253 sec): 3 clusters Score: Raw -1809506.308829 + Penalty 1870.924321 = -1807635.384508 nChanged 199 SP:Iteration 25Q (2413.208663 sec): 3 clusters Score: Raw -1809634.775028 + Penalty 1870.924321 = -1807763.850707 nChanged 187 SP:Iteration 26Q (2413.269800 sec): 3 clusters Score: Raw -1809766.043035 + Penalty 1870.924321 = -1807895.118714 nChanged 150 SP:Iteration 27Q (2413.327276 sec): 3 clusters Score: Raw -1809872.815299 + Penalty 1870.924321 = -1808001.890978 nChanged 105 SP:Iteration 28Q (2413.390146 sec): 3 clusters Score: Raw -1809949.366239 + Penalty 1870.924321 = -1808078.441918 nChanged 75 SP:Iteration 29Q (2413.454674 sec): 3 clusters Score: Raw -1809998.394699 + Penalty 1870.924321 = -1808127.470379 nChanged 67 SP:Iteration 30Q (2413.523822 sec): 3 clusters Score: Raw -1810035.367745 + Penalty 1870.924321 = -1808164.443424 nChanged 48 SP:Iteration 31Q (2413.593404 sec): 3 clusters Score: Raw -1810063.749438 + Penalty 1870.924321 = -1808192.825117 nChanged 41 SP:Iteration 32Q (2413.661688 sec): 3 clusters Score: Raw -1810094.166380 + Penalty 1870.924321 = -1808223.242060 nChanged 31 SP:Iteration 33Q (2413.726948 sec): 3 clusters Score: Raw -1810117.442254 + Penalty 1870.924321 = -1808246.517933 nChanged 20 SP:Iteration 34Q (2413.784140 sec): 3 clusters Score: Raw -1810133.583073 + Penalty 1870.924321 = -1808262.658752 nChanged 24 SP:Iteration 35Q (2413.858990 sec): 3 clusters Score: Raw -1810147.116594 + Penalty 1870.924321 = -1808276.192273 nChanged 21 SP:Iteration 36Q (2413.920071 sec): 3 clusters Score: Raw -1810159.847567 + Penalty 1870.924321 = -1808288.923247 nChanged 14 SP:Iteration 37Q (2413.997684 sec): 3 clusters Score: Raw -1810166.974090 + Penalty 1870.924321 = -1808296.049769 nChanged 17 SP:Iteration 38Q (2414.065901 sec): 3 clusters Score: Raw -1810173.881337 + Penalty 1870.924321 = -1808302.957016 nChanged 14 SP:Iteration 39Q (2414.135392 sec): 3 clusters Score: Raw -1810180.034588 + Penalty 1870.924321 = -1808309.110267 nChanged 15 SP:Iteration 40F (2414.195454 sec): 3 clusters Score: Raw -1810188.855074 + Penalty 1870.924321 = -1808317.930753 nChanged 15 SP:Iteration 41Q (2414.265482 sec): 3 clusters Score: Raw -1810199.324785 + Penalty 1870.924321 = -1808328.400464 nChanged 16 SP:Iteration 42Q (2414.328578 sec): 3 clusters Score: Raw -1810208.095144 + Penalty 1870.924321 = -1808337.170823 nChanged 15 SP:Iteration 43Q (2414.394179 sec): 3 clusters Score: Raw -1810216.163988 + Penalty 1870.924321 = -1808345.239667 nChanged 9 SP:Iteration 44Q (2414.448890 sec): 3 clusters Score: Raw -1810223.696470 + Penalty 1870.924321 = -1808352.772149 nChanged 15 SP:Iteration 45Q (2414.511981 sec): 3 clusters Score: Raw -1810233.644683 + Penalty 1870.924321 = -1808362.720362 nChanged 12 SP:Iteration 46Q (2414.572580 sec): 3 clusters Score: Raw -1810239.178693 + Penalty 1870.924321 = -1808368.254372 nChanged 8 SP:Iteration 47Q (2414.643105 sec): 3 clusters Score: Raw -1810242.792045 + Penalty 1870.924321 = -1808371.867724 nChanged 1 SP:Iteration 48Q (2414.699377 sec): 3 clusters Score: Raw -1810242.976620 + Penalty 1870.924321 = -1808372.052299 nChanged 0 SP:Iteration 49F (2414.769207 sec): 3 clusters Score: Raw -1810242.976620 + Penalty 1870.924321 = -1808372.052299 nChanged 0 Trying to split cluster 5 (2403 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2414.799298 sec): 2 clusters Score: Raw -222806.409515 + Penalty 739.524957 = -222066.884558 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2414.846257 sec): 3 clusters Score: Raw -221588.855845 + Penalty 1479.049915 = -220109.805930 nChanged 981 SP:Iteration 1F (2414.898812 sec): 3 clusters Score: Raw -222166.978126 + Penalty 1479.049915 = -220687.928211 nChanged 160 SP:Iteration 2F (2414.939630 sec): 3 clusters Score: Raw -222261.871695 + Penalty 1479.049915 = -220782.821781 nChanged 114 SP:Iteration 3Q (2414.979462 sec): 3 clusters Score: Raw -222332.054870 + Penalty 1479.049915 = -220853.004955 nChanged 86 SP:Iteration 4Q (2415.033707 sec): 3 clusters Score: Raw -222369.578344 + Penalty 1479.049915 = -220890.528429 nChanged 66 SP:Iteration 5Q (2415.085551 sec): 3 clusters Score: Raw -222412.219054 + Penalty 1479.049915 = -220933.169139 nChanged 67 SP:Iteration 6Q (2415.125153 sec): 3 clusters Score: Raw -222449.194446 + Penalty 1479.049915 = -220970.144531 nChanged 49 SP:Iteration 7Q (2415.174955 sec): 3 clusters Score: Raw -222471.153124 + Penalty 1479.049915 = -220992.103209 nChanged 38 SP:Iteration 8Q (2415.218265 sec): 3 clusters Score: Raw -222487.827683 + Penalty 1479.049915 = -221008.777768 nChanged 34 SP:Iteration 9Q (2415.265127 sec): 3 clusters Score: Raw -222499.640761 + Penalty 1479.049915 = -221020.590847 nChanged 26 SP:Iteration 10Q (2415.317221 sec): 3 clusters Score: Raw -222514.236899 + Penalty 1479.049915 = -221035.186985 nChanged 28 SP:Iteration 11Q (2415.367385 sec): 3 clusters Score: Raw -222529.107617 + Penalty 1479.049915 = -221050.057702 nChanged 39 SP:Iteration 12Q (2415.410506 sec): 3 clusters Score: Raw -222546.561463 + Penalty 1479.049915 = -221067.511548 nChanged 37 SP:Iteration 13Q (2415.460614 sec): 3 clusters Score: Raw -222566.794685 + Penalty 1479.049915 = -221087.744771 nChanged 50 SP:Iteration 14Q (2415.511973 sec): 3 clusters Score: Raw -222598.945478 + Penalty 1479.049915 = -221119.895564 nChanged 56 SP:Iteration 15Q (2415.563630 sec): 3 clusters Score: Raw -222629.505040 + Penalty 1479.049915 = -221150.455125 nChanged 58 SP:Iteration 16Q (2415.613840 sec): 3 clusters Score: Raw -222665.394652 + Penalty 1479.049915 = -221186.344737 nChanged 48 SP:Iteration 17Q (2415.663161 sec): 3 clusters Score: Raw -222697.896311 + Penalty 1479.049915 = -221218.846396 nChanged 46 SP:Iteration 18Q (2415.702024 sec): 3 clusters Score: Raw -222724.458315 + Penalty 1479.049915 = -221245.408401 nChanged 36 SP:Iteration 19Q (2415.746325 sec): 3 clusters Score: Raw -222740.604711 + Penalty 1479.049915 = -221261.554796 nChanged 24 SP:Iteration 20F (2415.786756 sec): 3 clusters Score: Raw -222750.315588 + Penalty 1479.049915 = -221271.265673 nChanged 21 SP:Iteration 21Q (2415.835686 sec): 3 clusters Score: Raw -222759.824980 + Penalty 1479.049915 = -221280.775066 nChanged 19 SP:Iteration 22Q (2415.895037 sec): 3 clusters Score: Raw -222767.688955 + Penalty 1479.049915 = -221288.639040 nChanged 16 SP:Iteration 23Q (2415.934286 sec): 3 clusters Score: Raw -222773.134500 + Penalty 1479.049915 = -221294.084585 nChanged 13 SP:Iteration 24Q (2415.986382 sec): 3 clusters Score: Raw -222777.780007 + Penalty 1479.049915 = -221298.730093 nChanged 13 SP:Iteration 25Q (2416.037472 sec): 3 clusters Score: Raw -222781.516775 + Penalty 1479.049915 = -221302.466860 nChanged 10 SP:Iteration 26Q (2416.091399 sec): 3 clusters Score: Raw -222784.191292 + Penalty 1479.049915 = -221305.141377 nChanged 8 SP:Iteration 27Q (2416.136956 sec): 3 clusters Score: Raw -222786.763399 + Penalty 1479.049915 = -221307.713484 nChanged 10 SP:Iteration 28Q (2416.177308 sec): 3 clusters Score: Raw -222791.295186 + Penalty 1479.049915 = -221312.245271 nChanged 10 SP:Iteration 29Q (2416.223323 sec): 3 clusters Score: Raw -222797.751722 + Penalty 1479.049915 = -221318.701808 nChanged 17 SP:Iteration 30Q (2416.280242 sec): 3 clusters Score: Raw -222805.945064 + Penalty 1479.049915 = -221326.895150 nChanged 13 SP:Iteration 31Q (2416.317777 sec): 3 clusters Score: Raw -222810.577805 + Penalty 1479.049915 = -221331.527890 nChanged 11 SP:Iteration 32Q (2416.360479 sec): 3 clusters Score: Raw -222813.704884 + Penalty 1479.049915 = -221334.654969 nChanged 12 SP:Iteration 33Q (2416.418113 sec): 3 clusters Score: Raw -222818.032001 + Penalty 1479.049915 = -221338.982086 nChanged 14 SP:Iteration 34Q (2416.463547 sec): 3 clusters Score: Raw -222824.161225 + Penalty 1479.049915 = -221345.111310 nChanged 17 SP:Iteration 35Q (2416.501731 sec): 3 clusters Score: Raw -222829.614021 + Penalty 1479.049915 = -221350.564107 nChanged 8 SP:Iteration 36Q (2416.560792 sec): 3 clusters Score: Raw -222831.885404 + Penalty 1479.049915 = -221352.835489 nChanged 3 SP:Iteration 37Q (2416.610989 sec): 3 clusters Score: Raw -222832.535525 + Penalty 1479.049915 = -221353.485610 nChanged 5 SP:Iteration 38Q (2416.651200 sec): 3 clusters Score: Raw -222834.043701 + Penalty 1479.049915 = -221354.993786 nChanged 4 SP:Iteration 39Q (2416.702312 sec): 3 clusters Score: Raw -222835.233545 + Penalty 1479.049915 = -221356.183630 nChanged 5 SP:Iteration 40F (2416.741620 sec): 3 clusters Score: Raw -222836.356211 + Penalty 1479.049915 = -221357.306296 nChanged 4 SP:Iteration 41Q (2416.793876 sec): 3 clusters Score: Raw -222837.168373 + Penalty 1479.049915 = -221358.118458 nChanged 2 SP:Iteration 42Q (2416.837025 sec): 3 clusters Score: Raw -222837.535163 + Penalty 1479.049915 = -221358.485248 nChanged 3 SP:Iteration 43Q (2416.883116 sec): 3 clusters Score: Raw -222838.299632 + Penalty 1479.049915 = -221359.249717 nChanged 3 SP:Iteration 44Q (2416.931110 sec): 3 clusters Score: Raw -222839.351759 + Penalty 1479.049915 = -221360.301844 nChanged 5 SP:Iteration 45Q (2416.974550 sec): 3 clusters Score: Raw -222840.229010 + Penalty 1479.049915 = -221361.179095 nChanged 3 SP:Iteration 46Q (2417.025254 sec): 3 clusters Score: Raw -222840.734398 + Penalty 1479.049915 = -221361.684483 nChanged 2 SP:Iteration 47Q (2417.067025 sec): 3 clusters Score: Raw -222841.047678 + Penalty 1479.049915 = -221361.997763 nChanged 1 SP:Iteration 48Q (2417.114399 sec): 3 clusters Score: Raw -222841.165423 + Penalty 1479.049915 = -221362.115508 nChanged 0 SP:Iteration 49F (2417.161220 sec): 3 clusters Score: Raw -222841.165423 + Penalty 1479.049915 = -221362.115508 nChanged 0 Trying to split cluster 6 (47691 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2417.238403 sec): 2 clusters Score: Raw -4429102.872103 + Penalty 1023.387308 = -4428079.484795 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2417.347561 sec): 3 clusters Score: Raw -4398265.564651 + Penalty 2046.774616 = -4396218.790035 nChanged 22723 SP:Iteration 1F (2417.442514 sec): 3 clusters Score: Raw -4411724.455840 + Penalty 2046.774616 = -4409677.681224 nChanged 1966 SP:Iteration 2Q (2417.556101 sec): 3 clusters Score: Raw -4412330.609636 + Penalty 2046.774616 = -4410283.835020 nChanged 2030 SP:Iteration 3Q (2417.658318 sec): 3 clusters Score: Raw -4413057.454550 + Penalty 2046.774616 = -4411010.679934 nChanged 2164 SP:Iteration 4Q (2417.764737 sec): 3 clusters Score: Raw -4413973.467082 + Penalty 2046.774616 = -4411926.692466 nChanged 2440 SP:Iteration 5F (2417.862473 sec): 3 clusters Score: Raw -4415398.029689 + Penalty 2046.774616 = -4413351.255073 nChanged 2853 SP:Iteration 6F (2417.966914 sec): 3 clusters Score: Raw -4417542.094917 + Penalty 2046.774616 = -4415495.320301 nChanged 3050 SP:Iteration 7F (2418.070727 sec): 3 clusters Score: Raw -4419984.533463 + Penalty 2046.774616 = -4417937.758847 nChanged 2721 SP:Iteration 8F (2418.172888 sec): 3 clusters Score: Raw -4421716.538812 + Penalty 2046.774616 = -4419669.764196 nChanged 1862 SP:Iteration 9Q (2418.286956 sec): 3 clusters Score: Raw -4422458.896704 + Penalty 2046.774616 = -4420412.122088 nChanged 1135 SP:Iteration 10Q (2418.386392 sec): 3 clusters Score: Raw -4422814.829231 + Penalty 2046.774616 = -4420768.054615 nChanged 855 SP:Iteration 11Q (2418.495881 sec): 3 clusters Score: Raw -4423098.767735 + Penalty 2046.774616 = -4421051.993119 nChanged 757 SP:Iteration 12Q (2418.606984 sec): 3 clusters Score: Raw -4423347.309295 + Penalty 2046.774616 = -4421300.534679 nChanged 716 SP:Iteration 13Q (2418.698487 sec): 3 clusters Score: Raw -4423589.127146 + Penalty 2046.774616 = -4421542.352530 nChanged 761 SP:Iteration 14Q (2418.812127 sec): 3 clusters Score: Raw -4423858.246564 + Penalty 2046.774616 = -4421811.471947 nChanged 783 SP:Iteration 15Q (2418.908904 sec): 3 clusters Score: Raw -4424163.569671 + Penalty 2046.774616 = -4422116.795055 nChanged 824 SP:Iteration 16Q (2419.011078 sec): 3 clusters Score: Raw -4424480.885125 + Penalty 2046.774616 = -4422434.110508 nChanged 786 SP:Iteration 17Q (2419.109407 sec): 3 clusters Score: Raw -4424795.712645 + Penalty 2046.774616 = -4422748.938029 nChanged 770 SP:Iteration 18Q (2419.215317 sec): 3 clusters Score: Raw -4425139.970937 + Penalty 2046.774616 = -4423093.196320 nChanged 748 SP:Iteration 19Q (2419.311550 sec): 3 clusters Score: Raw -4425487.713569 + Penalty 2046.774616 = -4423440.938953 nChanged 745 SP:Iteration 20F (2419.414921 sec): 3 clusters Score: Raw -4425834.390958 + Penalty 2046.774616 = -4423787.616341 nChanged 728 SP:Iteration 21Q (2419.519661 sec): 3 clusters Score: Raw -4426161.308170 + Penalty 2046.774616 = -4424114.533554 nChanged 648 SP:Iteration 22Q (2419.613436 sec): 3 clusters Score: Raw -4426427.428109 + Penalty 2046.774616 = -4424380.653493 nChanged 577 SP:Iteration 23Q (2419.711154 sec): 3 clusters Score: Raw -4426625.034291 + Penalty 2046.774616 = -4424578.259675 nChanged 519 SP:Iteration 24Q (2419.820069 sec): 3 clusters Score: Raw -4426798.988614 + Penalty 2046.774616 = -4424752.213998 nChanged 490 SP:Iteration 25Q (2419.926636 sec): 3 clusters Score: Raw -4426948.777973 + Penalty 2046.774616 = -4424902.003356 nChanged 449 SP:Iteration 26Q (2420.031751 sec): 3 clusters Score: Raw -4427078.909889 + Penalty 2046.774616 = -4425032.135273 nChanged 366 SP:Iteration 27Q (2420.137537 sec): 3 clusters Score: Raw -4427169.047294 + Penalty 2046.774616 = -4425122.272678 nChanged 321 SP:Iteration 28Q (2420.243411 sec): 3 clusters Score: Raw -4427233.722065 + Penalty 2046.774616 = -4425186.947448 nChanged 264 SP:Iteration 29Q (2420.347918 sec): 3 clusters Score: Raw -4427280.002218 + Penalty 2046.774616 = -4425233.227602 nChanged 233 SP:Iteration 30Q (2420.448342 sec): 3 clusters Score: Raw -4427317.257771 + Penalty 2046.774616 = -4425270.483155 nChanged 196 SP:Iteration 31Q (2420.542390 sec): 3 clusters Score: Raw -4427345.612269 + Penalty 2046.774616 = -4425298.837653 nChanged 187 SP:Iteration 32Q (2420.640879 sec): 3 clusters Score: Raw -4427370.262710 + Penalty 2046.774616 = -4425323.488093 nChanged 177 SP:Iteration 33Q (2420.738308 sec): 3 clusters Score: Raw -4427395.997335 + Penalty 2046.774616 = -4425349.222719 nChanged 183 SP:Iteration 34Q (2420.846597 sec): 3 clusters Score: Raw -4427422.366784 + Penalty 2046.774616 = -4425375.592168 nChanged 192 SP:Iteration 35Q (2420.945362 sec): 3 clusters Score: Raw -4427451.150768 + Penalty 2046.774616 = -4425404.376152 nChanged 189 SP:Iteration 36Q (2421.053730 sec): 3 clusters Score: Raw -4427477.599174 + Penalty 2046.774616 = -4425430.824558 nChanged 163 SP:Iteration 37Q (2421.156231 sec): 3 clusters Score: Raw -4427498.329336 + Penalty 2046.774616 = -4425451.554720 nChanged 158 SP:Iteration 38Q (2421.248339 sec): 3 clusters Score: Raw -4427517.417314 + Penalty 2046.774616 = -4425470.642697 nChanged 156 SP:Iteration 39Q (2421.357492 sec): 3 clusters Score: Raw -4427540.003589 + Penalty 2046.774616 = -4425493.228972 nChanged 189 SP:Iteration 40F (2421.462242 sec): 3 clusters Score: Raw -4427567.688310 + Penalty 2046.774616 = -4425520.913694 nChanged 196 SP:Iteration 41Q (2421.566784 sec): 3 clusters Score: Raw -4427598.053420 + Penalty 2046.774616 = -4425551.278804 nChanged 205 SP:Iteration 42Q (2421.668835 sec): 3 clusters Score: Raw -4427627.783027 + Penalty 2046.774616 = -4425581.008411 nChanged 194 SP:Iteration 43Q (2421.765368 sec): 3 clusters Score: Raw -4427656.496521 + Penalty 2046.774616 = -4425609.721905 nChanged 191 SP:Iteration 44Q (2421.868505 sec): 3 clusters Score: Raw -4427681.909559 + Penalty 2046.774616 = -4425635.134943 nChanged 168 SP:Iteration 45Q (2421.963039 sec): 3 clusters Score: Raw -4427702.626397 + Penalty 2046.774616 = -4425655.851780 nChanged 183 SP:Iteration 46Q (2422.069926 sec): 3 clusters Score: Raw -4427727.725331 + Penalty 2046.774616 = -4425680.950714 nChanged 184 SP:Iteration 47Q (2422.164716 sec): 3 clusters Score: Raw -4427754.143243 + Penalty 2046.774616 = -4425707.368627 nChanged 179 SP:Iteration 48Q (2422.262962 sec): 3 clusters Score: Raw -4427777.052245 + Penalty 2046.774616 = -4425730.277629 nChanged 151 SP:Iteration 49Q (2422.365769 sec): 3 clusters Score: Raw -4427796.761971 + Penalty 2046.774616 = -4425749.987355 nChanged 150 SP:Iteration 50Q (2422.464121 sec): 3 clusters Score: Raw -4427815.745670 + Penalty 2046.774616 = -4425768.971054 nChanged 153 SP:Iteration 51Q (2422.559217 sec): 3 clusters Score: Raw -4427834.588075 + Penalty 2046.774616 = -4425787.813458 nChanged 148 SP:Iteration 52Q (2422.660995 sec): 3 clusters Score: Raw -4427852.552757 + Penalty 2046.774616 = -4425805.778141 nChanged 139 SP:Iteration 53Q (2422.762325 sec): 3 clusters Score: Raw -4427869.500639 + Penalty 2046.774616 = -4425822.726023 nChanged 147 SP:Iteration 54Q (2422.862135 sec): 3 clusters Score: Raw -4427889.078517 + Penalty 2046.774616 = -4425842.303900 nChanged 146 SP:Iteration 55Q (2422.951548 sec): 3 clusters Score: Raw -4427910.239816 + Penalty 2046.774616 = -4425863.465199 nChanged 164 SP:Iteration 56Q (2423.059306 sec): 3 clusters Score: Raw -4427937.586751 + Penalty 2046.774616 = -4425890.812135 nChanged 201 SP:Iteration 57Q (2423.160245 sec): 3 clusters Score: Raw -4427974.417788 + Penalty 2046.774616 = -4425927.643172 nChanged 216 SP:Iteration 58Q (2423.260270 sec): 3 clusters Score: Raw -4428016.395124 + Penalty 2046.774616 = -4425969.620507 nChanged 195 SP:Iteration 59Q (2423.355649 sec): 3 clusters Score: Raw -4428051.655966 + Penalty 2046.774616 = -4426004.881350 nChanged 187 SP:Iteration 60F (2423.472192 sec): 3 clusters Score: Raw -4428082.964889 + Penalty 2046.774616 = -4426036.190273 nChanged 195 SP:Iteration 61Q (2423.569266 sec): 3 clusters Score: Raw -4428115.686783 + Penalty 2046.774616 = -4426068.912167 nChanged 190 SP:Iteration 62Q (2423.670329 sec): 3 clusters Score: Raw -4428148.930394 + Penalty 2046.774616 = -4426102.155778 nChanged 175 SP:Iteration 63Q (2423.775627 sec): 3 clusters Score: Raw -4428178.631725 + Penalty 2046.774616 = -4426131.857109 nChanged 165 SP:Iteration 64Q (2423.874887 sec): 3 clusters Score: Raw -4428207.154183 + Penalty 2046.774616 = -4426160.379567 nChanged 174 SP:Iteration 65Q (2423.974976 sec): 3 clusters Score: Raw -4428241.188971 + Penalty 2046.774616 = -4426194.414355 nChanged 207 SP:Iteration 66Q (2424.069440 sec): 3 clusters Score: Raw -4428285.259988 + Penalty 2046.774616 = -4426238.485372 nChanged 186 SP:Iteration 67Q (2424.168389 sec): 3 clusters Score: Raw -4428325.097608 + Penalty 2046.774616 = -4426278.322992 nChanged 202 SP:Iteration 68Q (2424.268233 sec): 3 clusters Score: Raw -4428375.180182 + Penalty 2046.774616 = -4426328.405566 nChanged 194 SP:Iteration 69Q (2424.354832 sec): 3 clusters Score: Raw -4428419.156894 + Penalty 2046.774616 = -4426372.382278 nChanged 164 SP:Iteration 70Q (2424.446643 sec): 3 clusters Score: Raw -4428455.007307 + Penalty 2046.774616 = -4426408.232691 nChanged 160 SP:Iteration 71Q (2424.540608 sec): 3 clusters Score: Raw -4428490.434269 + Penalty 2046.774616 = -4426443.659653 nChanged 178 SP:Iteration 72Q (2424.642590 sec): 3 clusters Score: Raw -4428532.951381 + Penalty 2046.774616 = -4426486.176765 nChanged 154 SP:Iteration 73Q (2424.740559 sec): 3 clusters Score: Raw -4428567.149550 + Penalty 2046.774616 = -4426520.374934 nChanged 153 SP:Iteration 74Q (2424.832115 sec): 3 clusters Score: Raw -4428601.603007 + Penalty 2046.774616 = -4426554.828391 nChanged 142 SP:Iteration 75Q (2424.929806 sec): 3 clusters Score: Raw -4428637.662330 + Penalty 2046.774616 = -4426590.887713 nChanged 159 SP:Iteration 76Q (2425.028332 sec): 3 clusters Score: Raw -4428680.776432 + Penalty 2046.774616 = -4426634.001816 nChanged 135 SP:Iteration 77Q (2425.116984 sec): 3 clusters Score: Raw -4428715.641894 + Penalty 2046.774616 = -4426668.867278 nChanged 130 SP:Iteration 78Q (2425.220212 sec): 3 clusters Score: Raw -4428749.255016 + Penalty 2046.774616 = -4426702.480400 nChanged 123 SP:Iteration 79Q (2425.318633 sec): 3 clusters Score: Raw -4428781.370558 + Penalty 2046.774616 = -4426734.595942 nChanged 119 SP:Iteration 80F (2425.426473 sec): 3 clusters Score: Raw -4428809.426935 + Penalty 2046.774616 = -4426762.652319 nChanged 127 SP:Iteration 81Q (2425.531633 sec): 3 clusters Score: Raw -4428841.305733 + Penalty 2046.774616 = -4426794.531117 nChanged 120 SP:Iteration 82Q (2425.626538 sec): 3 clusters Score: Raw -4428872.225863 + Penalty 2046.774616 = -4426825.451247 nChanged 107 SP:Iteration 83Q (2425.714911 sec): 3 clusters Score: Raw -4428899.272335 + Penalty 2046.774616 = -4426852.497718 nChanged 112 SP:Iteration 84Q (2425.806129 sec): 3 clusters Score: Raw -4428930.820882 + Penalty 2046.774616 = -4426884.046266 nChanged 108 SP:Iteration 85Q (2425.895991 sec): 3 clusters Score: Raw -4428959.579130 + Penalty 2046.774616 = -4426912.804514 nChanged 114 SP:Iteration 86Q (2425.985080 sec): 3 clusters Score: Raw -4428992.698569 + Penalty 2046.774616 = -4426945.923952 nChanged 96 SP:Iteration 87Q (2426.073689 sec): 3 clusters Score: Raw -4429017.776243 + Penalty 2046.774616 = -4426971.001626 nChanged 95 SP:Iteration 88Q (2426.177664 sec): 3 clusters Score: Raw -4429041.399948 + Penalty 2046.774616 = -4426994.625331 nChanged 81 SP:Iteration 89Q (2426.278057 sec): 3 clusters Score: Raw -4429058.001688 + Penalty 2046.774616 = -4427011.227072 nChanged 69 SP:Iteration 90Q (2426.374408 sec): 3 clusters Score: Raw -4429072.632899 + Penalty 2046.774616 = -4427025.858282 nChanged 56 SP:Iteration 91Q (2426.471112 sec): 3 clusters Score: Raw -4429085.284244 + Penalty 2046.774616 = -4427038.509628 nChanged 55 SP:Iteration 92Q (2426.570836 sec): 3 clusters Score: Raw -4429098.847100 + Penalty 2046.774616 = -4427052.072484 nChanged 67 SP:Iteration 93Q (2426.664921 sec): 3 clusters Score: Raw -4429117.290705 + Penalty 2046.774616 = -4427070.516089 nChanged 69 SP:Iteration 94Q (2426.767017 sec): 3 clusters Score: Raw -4429133.885764 + Penalty 2046.774616 = -4427087.111148 nChanged 58 SP:Iteration 95Q (2426.865965 sec): 3 clusters Score: Raw -4429147.376947 + Penalty 2046.774616 = -4427100.602331 nChanged 44 SP:Iteration 96Q (2426.964342 sec): 3 clusters Score: Raw -4429155.508046 + Penalty 2046.774616 = -4427108.733430 nChanged 32 SP:Iteration 97Q (2427.059750 sec): 3 clusters Score: Raw -4429162.036820 + Penalty 2046.774616 = -4427115.262204 nChanged 37 SP:Iteration 98Q (2427.155422 sec): 3 clusters Score: Raw -4429170.144397 + Penalty 2046.774616 = -4427123.369781 nChanged 39 SP:Iteration 99Q (2427.249679 sec): 3 clusters Score: Raw -4429177.441705 + Penalty 2046.774616 = -4427130.667089 nChanged 28 SP:Iteration 100F (2427.354955 sec): 3 clusters Score: Raw -4429183.526583 + Penalty 2046.774616 = -4427136.751967 nChanged 36 SP:Iteration 101Q (2427.448878 sec): 3 clusters Score: Raw -4429192.468220 + Penalty 2046.774616 = -4427145.693604 nChanged 44 SP:Iteration 102Q (2427.542167 sec): 3 clusters Score: Raw -4429203.291259 + Penalty 2046.774616 = -4427156.516643 nChanged 39 SP:Iteration 103Q (2427.645574 sec): 3 clusters Score: Raw -4429212.628143 + Penalty 2046.774616 = -4427165.853526 nChanged 40 SP:Iteration 104Q (2427.735849 sec): 3 clusters Score: Raw -4429221.473794 + Penalty 2046.774616 = -4427174.699178 nChanged 35 SP:Iteration 105Q (2427.828830 sec): 3 clusters Score: Raw -4429229.097854 + Penalty 2046.774616 = -4427182.323237 nChanged 24 SP:Iteration 106Q (2427.923304 sec): 3 clusters Score: Raw -4429233.702617 + Penalty 2046.774616 = -4427186.928001 nChanged 17 SP:Iteration 107Q (2428.016999 sec): 3 clusters Score: Raw -4429236.597317 + Penalty 2046.774616 = -4427189.822701 nChanged 11 SP:Iteration 108Q (2428.109726 sec): 3 clusters Score: Raw -4429238.543861 + Penalty 2046.774616 = -4427191.769245 nChanged 14 SP:Iteration 109Q (2428.199269 sec): 3 clusters Score: Raw -4429241.376516 + Penalty 2046.774616 = -4427194.601900 nChanged 15 SP:Iteration 110Q (2428.292495 sec): 3 clusters Score: Raw -4429244.702043 + Penalty 2046.774616 = -4427197.927427 nChanged 16 SP:Iteration 111Q (2428.388324 sec): 3 clusters Score: Raw -4429248.083109 + Penalty 2046.774616 = -4427201.308493 nChanged 18 SP:Iteration 112Q (2428.483666 sec): 3 clusters Score: Raw -4429251.515089 + Penalty 2046.774616 = -4427204.740473 nChanged 17 SP:Iteration 113Q (2428.583562 sec): 3 clusters Score: Raw -4429254.834588 + Penalty 2046.774616 = -4427208.059971 nChanged 16 SP:Iteration 114Q (2428.682419 sec): 3 clusters Score: Raw -4429257.733527 + Penalty 2046.774616 = -4427210.958911 nChanged 18 SP:Iteration 115Q (2428.779207 sec): 3 clusters Score: Raw -4429261.143479 + Penalty 2046.774616 = -4427214.368863 nChanged 17 SP:Iteration 116Q (2428.877427 sec): 3 clusters Score: Raw -4429263.757883 + Penalty 2046.774616 = -4427216.983267 nChanged 12 SP:Iteration 117Q (2428.972019 sec): 3 clusters Score: Raw -4429265.198326 + Penalty 2046.774616 = -4427218.423709 nChanged 8 SP:Iteration 118Q (2429.070281 sec): 3 clusters Score: Raw -4429266.409455 + Penalty 2046.774616 = -4427219.634839 nChanged 6 SP:Iteration 119Q (2429.168507 sec): 3 clusters Score: Raw -4429267.495002 + Penalty 2046.774616 = -4427220.720386 nChanged 6 SP:Iteration 120F (2429.270781 sec): 3 clusters Score: Raw -4429268.589482 + Penalty 2046.774616 = -4427221.814865 nChanged 6 SP:Iteration 121Q (2429.367480 sec): 3 clusters Score: Raw -4429269.472575 + Penalty 2046.774616 = -4427222.697959 nChanged 7 SP:Iteration 122Q (2429.460719 sec): 3 clusters Score: Raw -4429270.702093 + Penalty 2046.774616 = -4427223.927477 nChanged 8 SP:Iteration 123Q (2429.556230 sec): 3 clusters Score: Raw -4429271.688415 + Penalty 2046.774616 = -4427224.913798 nChanged 5 SP:Iteration 124Q (2429.651950 sec): 3 clusters Score: Raw -4429272.905775 + Penalty 2046.774616 = -4427226.131159 nChanged 10 SP:Iteration 125Q (2429.745808 sec): 3 clusters Score: Raw -4429275.054615 + Penalty 2046.774616 = -4427228.279999 nChanged 7 SP:Iteration 126Q (2429.840254 sec): 3 clusters Score: Raw -4429277.328157 + Penalty 2046.774616 = -4427230.553541 nChanged 8 SP:Iteration 127Q (2429.933903 sec): 3 clusters Score: Raw -4429279.915707 + Penalty 2046.774616 = -4427233.141090 nChanged 13 SP:Iteration 128Q (2430.023114 sec): 3 clusters Score: Raw -4429282.867632 + Penalty 2046.774616 = -4427236.093016 nChanged 14 SP:Iteration 129Q (2430.116266 sec): 3 clusters Score: Raw -4429286.385202 + Penalty 2046.774616 = -4427239.610586 nChanged 15 SP:Iteration 130Q (2430.201952 sec): 3 clusters Score: Raw -4429289.740429 + Penalty 2046.774616 = -4427242.965813 nChanged 11 SP:Iteration 131Q (2430.300372 sec): 3 clusters Score: Raw -4429291.377015 + Penalty 2046.774616 = -4427244.602399 nChanged 7 SP:Iteration 132Q (2430.388778 sec): 3 clusters Score: Raw -4429292.853888 + Penalty 2046.774616 = -4427246.079271 nChanged 12 SP:Iteration 133Q (2430.488701 sec): 3 clusters Score: Raw -4429296.363145 + Penalty 2046.774616 = -4427249.588529 nChanged 8 SP:Iteration 134Q (2430.584675 sec): 3 clusters Score: Raw -4429298.327383 + Penalty 2046.774616 = -4427251.552767 nChanged 11 SP:Iteration 135Q (2430.678576 sec): 3 clusters Score: Raw -4429301.497060 + Penalty 2046.774616 = -4427254.722444 nChanged 14 SP:Iteration 136Q (2430.772525 sec): 3 clusters Score: Raw -4429305.232918 + Penalty 2046.774616 = -4427258.458302 nChanged 15 SP:Iteration 137Q (2430.853254 sec): 3 clusters Score: Raw -4429307.921846 + Penalty 2046.774616 = -4427261.147230 nChanged 9 SP:Iteration 138Q (2430.955085 sec): 3 clusters Score: Raw -4429310.249134 + Penalty 2046.774616 = -4427263.474518 nChanged 14 SP:Iteration 139Q (2431.046287 sec): 3 clusters Score: Raw -4429313.174658 + Penalty 2046.774616 = -4427266.400042 nChanged 10 SP:Iteration 140F (2431.149704 sec): 3 clusters Score: Raw -4429315.071206 + Penalty 2046.774616 = -4427268.296590 nChanged 13 SP:Iteration 141Q (2431.253534 sec): 3 clusters Score: Raw -4429318.011909 + Penalty 2046.774616 = -4427271.237293 nChanged 13 SP:Iteration 142Q (2431.349309 sec): 3 clusters Score: Raw -4429320.760539 + Penalty 2046.774616 = -4427273.985923 nChanged 15 SP:Iteration 143Q (2431.441435 sec): 3 clusters Score: Raw -4429323.045403 + Penalty 2046.774616 = -4427276.270787 nChanged 10 SP:Iteration 144Q (2431.532394 sec): 3 clusters Score: Raw -4429325.674441 + Penalty 2046.774616 = -4427278.899825 nChanged 6 SP:Iteration 145Q (2431.623397 sec): 3 clusters Score: Raw -4429327.376704 + Penalty 2046.774616 = -4427280.602087 nChanged 8 SP:Iteration 146Q (2431.699937 sec): 3 clusters Score: Raw -4429329.396488 + Penalty 2046.774616 = -4427282.621872 nChanged 7 SP:Iteration 147Q (2431.800733 sec): 3 clusters Score: Raw -4429331.125917 + Penalty 2046.774616 = -4427284.351301 nChanged 6 SP:Iteration 148Q (2431.889742 sec): 3 clusters Score: Raw -4429332.249373 + Penalty 2046.774616 = -4427285.474757 nChanged 2 SP:Iteration 149Q (2431.990641 sec): 3 clusters Score: Raw -4429332.580197 + Penalty 2046.774616 = -4427285.805580 nChanged 1 SP:Iteration 150Q (2432.088980 sec): 3 clusters Score: Raw -4429332.794566 + Penalty 2046.774616 = -4427286.019950 nChanged 1 SP:Iteration 151Q (2432.175342 sec): 3 clusters Score: Raw -4429332.981474 + Penalty 2046.774616 = -4427286.206857 nChanged 1 SP:Iteration 152Q (2432.277249 sec): 3 clusters Score: Raw -4429333.106161 + Penalty 2046.774616 = -4427286.331545 nChanged 1 SP:Iteration 153Q (2432.379189 sec): 3 clusters Score: Raw -4429333.275898 + Penalty 2046.774616 = -4427286.501282 nChanged 1 SP:Iteration 154Q (2432.476466 sec): 3 clusters Score: Raw -4429333.407547 + Penalty 2046.774616 = -4427286.632931 nChanged 1 SP:Iteration 155Q (2432.573936 sec): 3 clusters Score: Raw -4429333.508227 + Penalty 2046.774616 = -4427286.733611 nChanged 1 SP:Iteration 156Q (2432.672450 sec): 3 clusters Score: Raw -4429333.587662 + Penalty 2046.774616 = -4427286.813045 nChanged 0 SP:Iteration 157F (2432.779542 sec): 3 clusters Score: Raw -4429333.587662 + Penalty 2046.774616 = -4427286.813045 nChanged 0 Trying to split cluster 7 (23986 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2432.832375 sec): 2 clusters Score: Raw -2222227.574621 + Penalty 958.096433 = -2221269.478188 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2432.899105 sec): 3 clusters Score: Raw -2207176.086387 + Penalty 1916.192865 = -2205259.893522 nChanged 11232 SP:Iteration 1F (2432.971922 sec): 3 clusters Score: Raw -2213345.128762 + Penalty 1916.192865 = -2211428.935897 nChanged 1050 SP:Iteration 2Q (2433.042882 sec): 3 clusters Score: Raw -2213700.903622 + Penalty 1916.192865 = -2211784.710757 nChanged 1166 SP:Iteration 3Q (2433.126385 sec): 3 clusters Score: Raw -2214185.491279 + Penalty 1916.192865 = -2212269.298414 nChanged 1279 SP:Iteration 4F (2433.194182 sec): 3 clusters Score: Raw -2214803.939047 + Penalty 1916.192865 = -2212887.746182 nChanged 1407 SP:Iteration 5F (2433.266806 sec): 3 clusters Score: Raw -2215568.519341 + Penalty 1916.192865 = -2213652.326476 nChanged 1462 SP:Iteration 6F (2433.338603 sec): 3 clusters Score: Raw -2216426.893378 + Penalty 1916.192865 = -2214510.700513 nChanged 1410 SP:Iteration 7F (2433.405108 sec): 3 clusters Score: Raw -2217294.869529 + Penalty 1916.192865 = -2215378.676664 nChanged 1235 SP:Iteration 8F (2433.484207 sec): 3 clusters Score: Raw -2218084.661981 + Penalty 1916.192865 = -2216168.469116 nChanged 1130 SP:Iteration 9Q (2433.558131 sec): 3 clusters Score: Raw -2218821.117633 + Penalty 1916.192865 = -2216904.924768 nChanged 920 SP:Iteration 10Q (2433.635501 sec): 3 clusters Score: Raw -2219405.679039 + Penalty 1916.192865 = -2217489.486173 nChanged 777 SP:Iteration 11Q (2433.701281 sec): 3 clusters Score: Raw -2219852.117267 + Penalty 1916.192865 = -2217935.924402 nChanged 594 SP:Iteration 12Q (2433.782219 sec): 3 clusters Score: Raw -2220168.576738 + Penalty 1916.192865 = -2218252.383873 nChanged 512 SP:Iteration 13Q (2433.850531 sec): 3 clusters Score: Raw -2220433.801663 + Penalty 1916.192865 = -2218517.608798 nChanged 466 SP:Iteration 14Q (2433.930740 sec): 3 clusters Score: Raw -2220671.991326 + Penalty 1916.192865 = -2218755.798461 nChanged 440 SP:Iteration 15Q (2434.002127 sec): 3 clusters Score: Raw -2220912.475687 + Penalty 1916.192865 = -2218996.282822 nChanged 409 SP:Iteration 16Q (2434.073427 sec): 3 clusters Score: Raw -2221125.557895 + Penalty 1916.192865 = -2219209.365030 nChanged 355 SP:Iteration 17Q (2434.147796 sec): 3 clusters Score: Raw -2221297.688793 + Penalty 1916.192865 = -2219381.495928 nChanged 320 SP:Iteration 18Q (2434.215600 sec): 3 clusters Score: Raw -2221467.423900 + Penalty 1916.192865 = -2219551.231035 nChanged 294 SP:Iteration 19Q (2434.287375 sec): 3 clusters Score: Raw -2221618.827624 + Penalty 1916.192865 = -2219702.634759 nChanged 242 SP:Iteration 20F (2434.362920 sec): 3 clusters Score: Raw -2221738.676158 + Penalty 1916.192865 = -2219822.483293 nChanged 224 SP:Iteration 21Q (2434.436710 sec): 3 clusters Score: Raw -2221855.084511 + Penalty 1916.192865 = -2219938.891646 nChanged 192 SP:Iteration 22Q (2434.509775 sec): 3 clusters Score: Raw -2221954.055010 + Penalty 1916.192865 = -2220037.862145 nChanged 159 SP:Iteration 23Q (2434.584794 sec): 3 clusters Score: Raw -2222020.798316 + Penalty 1916.192865 = -2220104.605451 nChanged 137 SP:Iteration 24Q (2434.657830 sec): 3 clusters Score: Raw -2222075.904467 + Penalty 1916.192865 = -2220159.711602 nChanged 124 SP:Iteration 25Q (2434.732273 sec): 3 clusters Score: Raw -2222129.342620 + Penalty 1916.192865 = -2220213.149755 nChanged 107 SP:Iteration 26Q (2434.789653 sec): 3 clusters Score: Raw -2222169.797491 + Penalty 1916.192865 = -2220253.604625 nChanged 81 SP:Iteration 27Q (2434.871617 sec): 3 clusters Score: Raw -2222197.134383 + Penalty 1916.192865 = -2220280.941518 nChanged 70 SP:Iteration 28Q (2434.941230 sec): 3 clusters Score: Raw -2222219.099281 + Penalty 1916.192865 = -2220302.906416 nChanged 50 SP:Iteration 29Q (2435.010854 sec): 3 clusters Score: Raw -2222230.151467 + Penalty 1916.192865 = -2220313.958602 nChanged 49 SP:Iteration 30Q (2435.082403 sec): 3 clusters Score: Raw -2222240.358401 + Penalty 1916.192865 = -2220324.165536 nChanged 40 SP:Iteration 31Q (2435.153470 sec): 3 clusters Score: Raw -2222248.416018 + Penalty 1916.192865 = -2220332.223153 nChanged 40 SP:Iteration 32Q (2435.220332 sec): 3 clusters Score: Raw -2222257.559739 + Penalty 1916.192865 = -2220341.366874 nChanged 35 SP:Iteration 33Q (2435.303060 sec): 3 clusters Score: Raw -2222266.189946 + Penalty 1916.192865 = -2220349.997081 nChanged 25 SP:Iteration 34Q (2435.361648 sec): 3 clusters Score: Raw -2222271.681219 + Penalty 1916.192865 = -2220355.488354 nChanged 23 SP:Iteration 35Q (2435.443627 sec): 3 clusters Score: Raw -2222276.022706 + Penalty 1916.192865 = -2220359.829841 nChanged 19 SP:Iteration 36Q (2435.517791 sec): 3 clusters Score: Raw -2222279.456951 + Penalty 1916.192865 = -2220363.264086 nChanged 19 SP:Iteration 37Q (2435.591175 sec): 3 clusters Score: Raw -2222283.220559 + Penalty 1916.192865 = -2220367.027694 nChanged 20 SP:Iteration 38Q (2435.668295 sec): 3 clusters Score: Raw -2222286.850120 + Penalty 1916.192865 = -2220370.657255 nChanged 28 SP:Iteration 39Q (2435.736655 sec): 3 clusters Score: Raw -2222293.247644 + Penalty 1916.192865 = -2220377.054778 nChanged 31 SP:Iteration 40F (2435.816867 sec): 3 clusters Score: Raw -2222300.346523 + Penalty 1916.192865 = -2220384.153658 nChanged 23 SP:Iteration 41Q (2435.894650 sec): 3 clusters Score: Raw -2222305.135825 + Penalty 1916.192865 = -2220388.942960 nChanged 25 SP:Iteration 42Q (2435.958298 sec): 3 clusters Score: Raw -2222311.581298 + Penalty 1916.192865 = -2220395.388433 nChanged 25 SP:Iteration 43Q (2436.034528 sec): 3 clusters Score: Raw -2222316.647119 + Penalty 1916.192865 = -2220400.454253 nChanged 18 SP:Iteration 44Q (2436.103296 sec): 3 clusters Score: Raw -2222320.255159 + Penalty 1916.192865 = -2220404.062293 nChanged 22 SP:Iteration 45Q (2436.169161 sec): 3 clusters Score: Raw -2222324.810432 + Penalty 1916.192865 = -2220408.617567 nChanged 18 SP:Iteration 46Q (2436.239265 sec): 3 clusters Score: Raw -2222329.243059 + Penalty 1916.192865 = -2220413.050194 nChanged 22 SP:Iteration 47Q (2436.310268 sec): 3 clusters Score: Raw -2222335.285626 + Penalty 1916.192865 = -2220419.092761 nChanged 20 SP:Iteration 48Q (2436.379493 sec): 3 clusters Score: Raw -2222340.990080 + Penalty 1916.192865 = -2220424.797214 nChanged 18 SP:Iteration 49Q (2436.449630 sec): 3 clusters Score: Raw -2222346.435997 + Penalty 1916.192865 = -2220430.243132 nChanged 15 SP:Iteration 50Q (2436.517532 sec): 3 clusters Score: Raw -2222350.561891 + Penalty 1916.192865 = -2220434.369026 nChanged 16 SP:Iteration 51Q (2436.571512 sec): 3 clusters Score: Raw -2222354.189618 + Penalty 1916.192865 = -2220437.996753 nChanged 12 SP:Iteration 52Q (2436.640976 sec): 3 clusters Score: Raw -2222357.918026 + Penalty 1916.192865 = -2220441.725161 nChanged 10 SP:Iteration 53Q (2436.705374 sec): 3 clusters Score: Raw -2222360.745223 + Penalty 1916.192865 = -2220444.552358 nChanged 12 SP:Iteration 54Q (2436.783132 sec): 3 clusters Score: Raw -2222362.924041 + Penalty 1916.192865 = -2220446.731176 nChanged 7 SP:Iteration 55Q (2436.848366 sec): 3 clusters Score: Raw -2222364.218293 + Penalty 1916.192865 = -2220448.025428 nChanged 9 SP:Iteration 56Q (2436.928375 sec): 3 clusters Score: Raw -2222366.068148 + Penalty 1916.192865 = -2220449.875283 nChanged 9 SP:Iteration 57Q (2436.996403 sec): 3 clusters Score: Raw -2222368.539174 + Penalty 1916.192865 = -2220452.346309 nChanged 10 SP:Iteration 58Q (2437.067155 sec): 3 clusters Score: Raw -2222370.770350 + Penalty 1916.192865 = -2220454.577485 nChanged 6 SP:Iteration 59Q (2437.135851 sec): 3 clusters Score: Raw -2222372.761983 + Penalty 1916.192865 = -2220456.569118 nChanged 10 SP:Iteration 60F (2437.212085 sec): 3 clusters Score: Raw -2222375.952289 + Penalty 1916.192865 = -2220459.759424 nChanged 8 SP:Iteration 61Q (2437.284685 sec): 3 clusters Score: Raw -2222377.587629 + Penalty 1916.192865 = -2220461.394764 nChanged 6 SP:Iteration 62Q (2437.358592 sec): 3 clusters Score: Raw -2222378.517572 + Penalty 1916.192865 = -2220462.324707 nChanged 6 SP:Iteration 63Q (2437.419099 sec): 3 clusters Score: Raw -2222379.544394 + Penalty 1916.192865 = -2220463.351529 nChanged 8 SP:Iteration 64Q (2437.489303 sec): 3 clusters Score: Raw -2222381.460614 + Penalty 1916.192865 = -2220465.267748 nChanged 5 SP:Iteration 65Q (2437.552308 sec): 3 clusters Score: Raw -2222382.080242 + Penalty 1916.192865 = -2220465.887377 nChanged 1 SP:Iteration 66Q (2437.629313 sec): 3 clusters Score: Raw -2222382.121215 + Penalty 1916.192865 = -2220465.928350 nChanged 0 SP:Iteration 67F (2437.704804 sec): 3 clusters Score: Raw -2222382.121215 + Penalty 1916.192865 = -2220465.928350 nChanged 0 Trying to split cluster 8 (14927 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2437.748458 sec): 2 clusters Score: Raw -1417861.541647 + Penalty 913.038059 = -1416948.503588 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2437.813897 sec): 3 clusters Score: Raw -1408687.110856 + Penalty 1826.076117 = -1406861.034739 nChanged 6908 SP:Iteration 1F (2437.880360 sec): 3 clusters Score: Raw -1412468.890122 + Penalty 1826.076117 = -1410642.814005 nChanged 773 SP:Iteration 2F (2437.944670 sec): 3 clusters Score: Raw -1412776.406282 + Penalty 1826.076117 = -1410950.330165 nChanged 753 SP:Iteration 3F (2438.003219 sec): 3 clusters Score: Raw -1413119.666921 + Penalty 1826.076117 = -1411293.590803 nChanged 778 SP:Iteration 4F (2438.078636 sec): 3 clusters Score: Raw -1413490.829233 + Penalty 1826.076117 = -1411664.753116 nChanged 773 SP:Iteration 5F (2438.148018 sec): 3 clusters Score: Raw -1413898.527383 + Penalty 1826.076117 = -1412072.451266 nChanged 801 SP:Iteration 6F (2438.211509 sec): 3 clusters Score: Raw -1414358.750407 + Penalty 1826.076117 = -1412532.674290 nChanged 787 SP:Iteration 7F (2438.274071 sec): 3 clusters Score: Raw -1414859.115974 + Penalty 1826.076117 = -1413033.039857 nChanged 782 SP:Iteration 8F (2438.334269 sec): 3 clusters Score: Raw -1415333.789570 + Penalty 1826.076117 = -1413507.713453 nChanged 653 SP:Iteration 9Q (2438.388369 sec): 3 clusters Score: Raw -1415677.773331 + Penalty 1826.076117 = -1413851.697214 nChanged 496 SP:Iteration 10Q (2438.455648 sec): 3 clusters Score: Raw -1415892.881803 + Penalty 1826.076117 = -1414066.805686 nChanged 384 SP:Iteration 11Q (2438.527300 sec): 3 clusters Score: Raw -1416018.874209 + Penalty 1826.076117 = -1414192.798092 nChanged 308 SP:Iteration 12Q (2438.589896 sec): 3 clusters Score: Raw -1416120.983152 + Penalty 1826.076117 = -1414294.907035 nChanged 266 SP:Iteration 13Q (2438.650574 sec): 3 clusters Score: Raw -1416210.494610 + Penalty 1826.076117 = -1414384.418493 nChanged 228 SP:Iteration 14Q (2438.714949 sec): 3 clusters Score: Raw -1416282.399559 + Penalty 1826.076117 = -1414456.323442 nChanged 228 SP:Iteration 15Q (2438.781674 sec): 3 clusters Score: Raw -1416345.941486 + Penalty 1826.076117 = -1414519.865369 nChanged 192 SP:Iteration 16Q (2438.845216 sec): 3 clusters Score: Raw -1416399.900592 + Penalty 1826.076117 = -1414573.824475 nChanged 193 SP:Iteration 17Q (2438.895204 sec): 3 clusters Score: Raw -1416453.285298 + Penalty 1826.076117 = -1414627.209180 nChanged 184 SP:Iteration 18Q (2438.970351 sec): 3 clusters Score: Raw -1416515.690004 + Penalty 1826.076117 = -1414689.613887 nChanged 201 SP:Iteration 19Q (2439.017356 sec): 3 clusters Score: Raw -1416580.019846 + Penalty 1826.076117 = -1414753.943729 nChanged 221 SP:Iteration 20F (2439.079872 sec): 3 clusters Score: Raw -1416656.494321 + Penalty 1826.076117 = -1414830.418204 nChanged 212 SP:Iteration 21Q (2439.151076 sec): 3 clusters Score: Raw -1416728.746677 + Penalty 1826.076117 = -1414902.670559 nChanged 205 SP:Iteration 22Q (2439.218065 sec): 3 clusters Score: Raw -1416792.642559 + Penalty 1826.076117 = -1414966.566441 nChanged 178 SP:Iteration 23Q (2439.282641 sec): 3 clusters Score: Raw -1416846.115901 + Penalty 1826.076117 = -1415020.039784 nChanged 184 SP:Iteration 24Q (2439.346562 sec): 3 clusters Score: Raw -1416904.623106 + Penalty 1826.076117 = -1415078.546988 nChanged 197 SP:Iteration 25Q (2439.422449 sec): 3 clusters Score: Raw -1416972.626952 + Penalty 1826.076117 = -1415146.550835 nChanged 199 SP:Iteration 26Q (2439.476722 sec): 3 clusters Score: Raw -1417037.076233 + Penalty 1826.076117 = -1415211.000116 nChanged 196 SP:Iteration 27Q (2439.539136 sec): 3 clusters Score: Raw -1417100.201850 + Penalty 1826.076117 = -1415274.125733 nChanged 177 SP:Iteration 28Q (2439.601623 sec): 3 clusters Score: Raw -1417149.761134 + Penalty 1826.076117 = -1415323.685016 nChanged 158 SP:Iteration 29Q (2439.663142 sec): 3 clusters Score: Raw -1417186.101488 + Penalty 1826.076117 = -1415360.025371 nChanged 127 SP:Iteration 30Q (2439.721333 sec): 3 clusters Score: Raw -1417211.450620 + Penalty 1826.076117 = -1415385.374503 nChanged 113 SP:Iteration 31Q (2439.788707 sec): 3 clusters Score: Raw -1417231.162839 + Penalty 1826.076117 = -1415405.086721 nChanged 88 SP:Iteration 32Q (2439.841039 sec): 3 clusters Score: Raw -1417245.544971 + Penalty 1826.076117 = -1415419.468854 nChanged 78 SP:Iteration 33Q (2439.902304 sec): 3 clusters Score: Raw -1417259.400141 + Penalty 1826.076117 = -1415433.324024 nChanged 81 SP:Iteration 34Q (2439.960867 sec): 3 clusters Score: Raw -1417272.375821 + Penalty 1826.076117 = -1415446.299704 nChanged 74 SP:Iteration 35Q (2440.020348 sec): 3 clusters Score: Raw -1417283.560435 + Penalty 1826.076117 = -1415457.484317 nChanged 59 SP:Iteration 36Q (2440.080451 sec): 3 clusters Score: Raw -1417292.688881 + Penalty 1826.076117 = -1415466.612764 nChanged 50 SP:Iteration 37Q (2440.149428 sec): 3 clusters Score: Raw -1417300.851008 + Penalty 1826.076117 = -1415474.774891 nChanged 52 SP:Iteration 38Q (2440.200726 sec): 3 clusters Score: Raw -1417308.140722 + Penalty 1826.076117 = -1415482.064605 nChanged 44 SP:Iteration 39Q (2440.268359 sec): 3 clusters Score: Raw -1417315.837685 + Penalty 1826.076117 = -1415489.761568 nChanged 55 SP:Iteration 40F (2440.321619 sec): 3 clusters Score: Raw -1417329.300515 + Penalty 1826.076117 = -1415503.224398 nChanged 60 SP:Iteration 41Q (2440.386208 sec): 3 clusters Score: Raw -1417343.250812 + Penalty 1826.076117 = -1415517.174694 nChanged 63 SP:Iteration 42Q (2440.434144 sec): 3 clusters Score: Raw -1417356.899639 + Penalty 1826.076117 = -1415530.823522 nChanged 62 SP:Iteration 43Q (2440.492529 sec): 3 clusters Score: Raw -1417369.360869 + Penalty 1826.076117 = -1415543.284752 nChanged 66 SP:Iteration 44Q (2440.558445 sec): 3 clusters Score: Raw -1417382.763149 + Penalty 1826.076117 = -1415556.687032 nChanged 67 SP:Iteration 45Q (2440.624438 sec): 3 clusters Score: Raw -1417396.708137 + Penalty 1826.076117 = -1415570.632020 nChanged 59 SP:Iteration 46Q (2440.656918 sec): 3 clusters Score: Raw -1417407.468858 + Penalty 1826.076117 = -1415581.392741 nChanged 72 SP:Iteration 47Q (2440.686777 sec): 3 clusters Score: Raw -1417417.684194 + Penalty 1826.076117 = -1415591.608077 nChanged 58 SP:Iteration 48Q (2440.717076 sec): 3 clusters Score: Raw -1417426.705316 + Penalty 1826.076117 = -1415600.629199 nChanged 57 SP:Iteration 49Q (2440.747331 sec): 3 clusters Score: Raw -1417434.454862 + Penalty 1826.076117 = -1415608.378745 nChanged 56 SP:Iteration 50Q (2440.790231 sec): 3 clusters Score: Raw -1417443.290337 + Penalty 1826.076117 = -1415617.214219 nChanged 57 SP:Iteration 51Q (2440.865342 sec): 3 clusters Score: Raw -1417454.983365 + Penalty 1826.076117 = -1415628.907247 nChanged 67 SP:Iteration 52Q (2440.927589 sec): 3 clusters Score: Raw -1417468.086790 + Penalty 1826.076117 = -1415642.010673 nChanged 66 SP:Iteration 53Q (2440.980226 sec): 3 clusters Score: Raw -1417477.791624 + Penalty 1826.076117 = -1415651.715507 nChanged 55 SP:Iteration 54Q (2441.045616 sec): 3 clusters Score: Raw -1417484.164877 + Penalty 1826.076117 = -1415658.088760 nChanged 47 SP:Iteration 55Q (2441.112567 sec): 3 clusters Score: Raw -1417491.237304 + Penalty 1826.076117 = -1415665.161186 nChanged 43 SP:Iteration 56Q (2441.173608 sec): 3 clusters Score: Raw -1417500.137432 + Penalty 1826.076117 = -1415674.061315 nChanged 58 SP:Iteration 57Q (2441.237872 sec): 3 clusters Score: Raw -1417509.686551 + Penalty 1826.076117 = -1415683.610434 nChanged 60 SP:Iteration 58Q (2441.290050 sec): 3 clusters Score: Raw -1417518.579633 + Penalty 1826.076117 = -1415692.503516 nChanged 54 SP:Iteration 59Q (2441.361070 sec): 3 clusters Score: Raw -1417526.724496 + Penalty 1826.076117 = -1415700.648379 nChanged 61 SP:Iteration 60F (2441.428375 sec): 3 clusters Score: Raw -1417535.455709 + Penalty 1826.076117 = -1415709.379591 nChanged 58 SP:Iteration 61Q (2441.496186 sec): 3 clusters Score: Raw -1417543.551967 + Penalty 1826.076117 = -1415717.475850 nChanged 57 SP:Iteration 62Q (2441.552812 sec): 3 clusters Score: Raw -1417551.435490 + Penalty 1826.076117 = -1415725.359373 nChanged 43 SP:Iteration 63Q (2441.620618 sec): 3 clusters Score: Raw -1417557.368274 + Penalty 1826.076117 = -1415731.292157 nChanged 43 SP:Iteration 64Q (2441.691486 sec): 3 clusters Score: Raw -1417562.379639 + Penalty 1826.076117 = -1415736.303522 nChanged 36 SP:Iteration 65Q (2441.743049 sec): 3 clusters Score: Raw -1417566.582413 + Penalty 1826.076117 = -1415740.506296 nChanged 34 SP:Iteration 66Q (2441.810415 sec): 3 clusters Score: Raw -1417569.974763 + Penalty 1826.076117 = -1415743.898646 nChanged 30 SP:Iteration 67Q (2441.885862 sec): 3 clusters Score: Raw -1417572.887397 + Penalty 1826.076117 = -1415746.811280 nChanged 32 SP:Iteration 68Q (2441.946019 sec): 3 clusters Score: Raw -1417576.077393 + Penalty 1826.076117 = -1415750.001276 nChanged 31 SP:Iteration 69Q (2442.010760 sec): 3 clusters Score: Raw -1417580.033276 + Penalty 1826.076117 = -1415753.957159 nChanged 37 SP:Iteration 70Q (2442.071692 sec): 3 clusters Score: Raw -1417584.159457 + Penalty 1826.076117 = -1415758.083339 nChanged 28 SP:Iteration 71Q (2442.132857 sec): 3 clusters Score: Raw -1417587.406791 + Penalty 1826.076117 = -1415761.330674 nChanged 33 SP:Iteration 72Q (2442.200269 sec): 3 clusters Score: Raw -1417592.072346 + Penalty 1826.076117 = -1415765.996229 nChanged 47 SP:Iteration 73Q (2442.259150 sec): 3 clusters Score: Raw -1417599.071654 + Penalty 1826.076117 = -1415772.995537 nChanged 41 SP:Iteration 74Q (2442.335251 sec): 3 clusters Score: Raw -1417605.182986 + Penalty 1826.076117 = -1415779.106869 nChanged 40 SP:Iteration 75Q (2442.396157 sec): 3 clusters Score: Raw -1417613.110513 + Penalty 1826.076117 = -1415787.034396 nChanged 52 SP:Iteration 76Q (2442.457275 sec): 3 clusters Score: Raw -1417624.442056 + Penalty 1826.076117 = -1415798.365939 nChanged 65 SP:Iteration 77Q (2442.527501 sec): 3 clusters Score: Raw -1417640.161822 + Penalty 1826.076117 = -1415814.085705 nChanged 70 SP:Iteration 78Q (2442.588400 sec): 3 clusters Score: Raw -1417655.776316 + Penalty 1826.076117 = -1415829.700198 nChanged 71 SP:Iteration 79Q (2442.658283 sec): 3 clusters Score: Raw -1417667.333487 + Penalty 1826.076117 = -1415841.257369 nChanged 77 SP:Iteration 80F (2442.716876 sec): 3 clusters Score: Raw -1417681.238398 + Penalty 1826.076117 = -1415855.162281 nChanged 69 SP:Iteration 81Q (2442.785934 sec): 3 clusters Score: Raw -1417694.420485 + Penalty 1826.076117 = -1415868.344368 nChanged 76 SP:Iteration 82Q (2442.854671 sec): 3 clusters Score: Raw -1417709.354789 + Penalty 1826.076117 = -1415883.278672 nChanged 76 SP:Iteration 83Q (2442.916155 sec): 3 clusters Score: Raw -1417721.671950 + Penalty 1826.076117 = -1415895.595832 nChanged 57 SP:Iteration 84Q (2442.972759 sec): 3 clusters Score: Raw -1417731.413810 + Penalty 1826.076117 = -1415905.337693 nChanged 61 SP:Iteration 85Q (2443.045491 sec): 3 clusters Score: Raw -1417740.723355 + Penalty 1826.076117 = -1415914.647238 nChanged 50 SP:Iteration 86Q (2443.112209 sec): 3 clusters Score: Raw -1417747.714214 + Penalty 1826.076117 = -1415921.638097 nChanged 45 SP:Iteration 87Q (2443.178120 sec): 3 clusters Score: Raw -1417751.730889 + Penalty 1826.076117 = -1415925.654772 nChanged 31 SP:Iteration 88Q (2443.233867 sec): 3 clusters Score: Raw -1417754.072028 + Penalty 1826.076117 = -1415927.995910 nChanged 29 SP:Iteration 89Q (2443.299744 sec): 3 clusters Score: Raw -1417756.362347 + Penalty 1826.076117 = -1415930.286230 nChanged 19 SP:Iteration 90Q (2443.358753 sec): 3 clusters Score: Raw -1417757.387010 + Penalty 1826.076117 = -1415931.310893 nChanged 17 SP:Iteration 91Q (2443.422207 sec): 3 clusters Score: Raw -1417758.643765 + Penalty 1826.076117 = -1415932.567648 nChanged 6 SP:Iteration 92Q (2443.474993 sec): 3 clusters Score: Raw -1417759.009932 + Penalty 1826.076117 = -1415932.933815 nChanged 11 SP:Iteration 93Q (2443.548123 sec): 3 clusters Score: Raw -1417759.615815 + Penalty 1826.076117 = -1415933.539698 nChanged 8 SP:Iteration 94Q (2443.599852 sec): 3 clusters Score: Raw -1417760.108588 + Penalty 1826.076117 = -1415934.032471 nChanged 7 SP:Iteration 95Q (2443.659643 sec): 3 clusters Score: Raw -1417760.324381 + Penalty 1826.076117 = -1415934.248263 nChanged 4 SP:Iteration 96Q (2443.723338 sec): 3 clusters Score: Raw -1417760.548357 + Penalty 1826.076117 = -1415934.472240 nChanged 4 SP:Iteration 97Q (2443.783915 sec): 3 clusters Score: Raw -1417760.708251 + Penalty 1826.076117 = -1415934.632134 nChanged 6 SP:Iteration 98Q (2443.846068 sec): 3 clusters Score: Raw -1417760.975412 + Penalty 1826.076117 = -1415934.899295 nChanged 5 SP:Iteration 99Q (2443.919990 sec): 3 clusters Score: Raw -1417761.168974 + Penalty 1826.076117 = -1415935.092857 nChanged 4 SP:Iteration 100F (2443.984485 sec): 3 clusters Score: Raw -1417761.282544 + Penalty 1826.076117 = -1415935.206426 nChanged 2 SP:Iteration 101Q (2444.047971 sec): 3 clusters Score: Raw -1417761.349138 + Penalty 1826.076117 = -1415935.273021 nChanged 0 SP:Iteration 102F (2444.116880 sec): 3 clusters Score: Raw -1417761.349138 + Penalty 1826.076117 = -1415935.273021 nChanged 0 Trying to split cluster 9 (1962 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2444.140976 sec): 2 clusters Score: Raw -178664.248923 + Penalty 720.263366 = -177943.985557 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2444.179986 sec): 3 clusters Score: Raw -177743.981196 + Penalty 1440.526732 = -176303.454465 nChanged 783 SP:Iteration 1F (2444.229155 sec): 3 clusters Score: Raw -178353.432954 + Penalty 1440.526732 = -176912.906222 nChanged 181 SP:Iteration 2F (2444.274378 sec): 3 clusters Score: Raw -178533.153092 + Penalty 1440.526732 = -177092.626360 nChanged 135 SP:Iteration 3F (2444.319454 sec): 3 clusters Score: Raw -178658.732317 + Penalty 1440.526732 = -177218.205586 nChanged 90 SP:Iteration 4Q (2444.363341 sec): 3 clusters Score: Raw -178721.243631 + Penalty 1440.526732 = -177280.716899 nChanged 67 SP:Iteration 5Q (2444.417472 sec): 3 clusters Score: Raw -178783.926061 + Penalty 1440.526732 = -177343.399329 nChanged 63 SP:Iteration 6Q (2444.468705 sec): 3 clusters Score: Raw -178868.882581 + Penalty 1440.526732 = -177428.355850 nChanged 52 SP:Iteration 7Q (2444.513536 sec): 3 clusters Score: Raw -178923.980086 + Penalty 1440.526732 = -177483.453355 nChanged 41 SP:Iteration 8Q (2444.567106 sec): 3 clusters Score: Raw -178960.833885 + Penalty 1440.526732 = -177520.307154 nChanged 28 SP:Iteration 9Q (2444.611950 sec): 3 clusters Score: Raw -178982.552577 + Penalty 1440.526732 = -177542.025845 nChanged 20 SP:Iteration 10Q (2444.657487 sec): 3 clusters Score: Raw -178995.054589 + Penalty 1440.526732 = -177554.527857 nChanged 16 SP:Iteration 11Q (2444.697102 sec): 3 clusters Score: Raw -179008.935402 + Penalty 1440.526732 = -177568.408670 nChanged 14 SP:Iteration 12Q (2444.751916 sec): 3 clusters Score: Raw -179027.654848 + Penalty 1440.526732 = -177587.128117 nChanged 11 SP:Iteration 13Q (2444.804522 sec): 3 clusters Score: Raw -179036.598072 + Penalty 1440.526732 = -177596.071340 nChanged 5 SP:Iteration 14Q (2444.852199 sec): 3 clusters Score: Raw -179041.010731 + Penalty 1440.526732 = -177600.483999 nChanged 3 SP:Iteration 15Q (2444.899625 sec): 3 clusters Score: Raw -179042.374942 + Penalty 1440.526732 = -177601.848210 nChanged 1 SP:Iteration 16Q (2444.947473 sec): 3 clusters Score: Raw -179042.620685 + Penalty 1440.526732 = -177602.093954 nChanged 3 SP:Iteration 17Q (2444.983269 sec): 3 clusters Score: Raw -179043.867576 + Penalty 1440.526732 = -177603.340844 nChanged 1 SP:Iteration 18Q (2445.044489 sec): 3 clusters Score: Raw -179044.203763 + Penalty 1440.526732 = -177603.677032 nChanged 0 SP:Iteration 19F (2445.094345 sec): 3 clusters Score: Raw -179044.203763 + Penalty 1440.526732 = -177603.677032 nChanged 0 Trying to split cluster 10 (69407 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2445.186323 sec): 2 clusters Score: Raw -6577206.016011 + Penalty 1059.035586 = -6576146.980425 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2445.317582 sec): 3 clusters Score: Raw -6531927.321865 + Penalty 2118.071171 = -6529809.250693 nChanged 33221 SP:Iteration 1F (2445.454164 sec): 3 clusters Score: Raw -6551622.139655 + Penalty 2118.071171 = -6549504.068484 nChanged 2357 SP:Iteration 2Q (2445.584282 sec): 3 clusters Score: Raw -6552197.428013 + Penalty 2118.071171 = -6550079.356842 nChanged 2350 SP:Iteration 3Q (2445.726826 sec): 3 clusters Score: Raw -6552880.561549 + Penalty 2118.071171 = -6550762.490378 nChanged 2538 SP:Iteration 4Q (2445.866132 sec): 3 clusters Score: Raw -6553770.376821 + Penalty 2118.071171 = -6551652.305650 nChanged 2922 SP:Iteration 5Q (2446.003330 sec): 3 clusters Score: Raw -6555017.074438 + Penalty 2118.071171 = -6552899.003267 nChanged 3403 SP:Iteration 6Q (2446.135417 sec): 3 clusters Score: Raw -6556864.434743 + Penalty 2118.071171 = -6554746.363572 nChanged 3823 SP:Iteration 7F (2446.264462 sec): 3 clusters Score: Raw -6559406.983829 + Penalty 2118.071171 = -6557288.912657 nChanged 4208 SP:Iteration 8F (2446.386027 sec): 3 clusters Score: Raw -6562441.647498 + Penalty 2118.071171 = -6560323.576327 nChanged 3828 SP:Iteration 9F (2446.508371 sec): 3 clusters Score: Raw -6564814.511045 + Penalty 2118.071171 = -6562696.439874 nChanged 2890 SP:Iteration 10Q (2446.633369 sec): 3 clusters Score: Raw -6566089.805938 + Penalty 2118.071171 = -6563971.734767 nChanged 1947 SP:Iteration 11Q (2446.770268 sec): 3 clusters Score: Raw -6566719.821231 + Penalty 2118.071171 = -6564601.750060 nChanged 1403 SP:Iteration 12Q (2446.903207 sec): 3 clusters Score: Raw -6567160.076310 + Penalty 2118.071171 = -6565042.005139 nChanged 1259 SP:Iteration 13Q (2447.041457 sec): 3 clusters Score: Raw -6567567.426721 + Penalty 2118.071171 = -6565449.355550 nChanged 1250 SP:Iteration 14Q (2447.175111 sec): 3 clusters Score: Raw -6568037.983325 + Penalty 2118.071171 = -6565919.912154 nChanged 1408 SP:Iteration 15Q (2447.307513 sec): 3 clusters Score: Raw -6568649.755313 + Penalty 2118.071171 = -6566531.684142 nChanged 1548 SP:Iteration 16Q (2447.441085 sec): 3 clusters Score: Raw -6569369.612027 + Penalty 2118.071171 = -6567251.540856 nChanged 1505 SP:Iteration 17Q (2447.565818 sec): 3 clusters Score: Raw -6570140.738886 + Penalty 2118.071171 = -6568022.667714 nChanged 1503 SP:Iteration 18Q (2447.709099 sec): 3 clusters Score: Raw -6571001.011384 + Penalty 2118.071171 = -6568882.940213 nChanged 1487 SP:Iteration 19Q (2447.826669 sec): 3 clusters Score: Raw -6572017.963067 + Penalty 2118.071171 = -6569899.891896 nChanged 1491 SP:Iteration 20F (2447.956931 sec): 3 clusters Score: Raw -6573139.104516 + Penalty 2118.071171 = -6571021.033344 nChanged 1428 SP:Iteration 21Q (2448.086498 sec): 3 clusters Score: Raw -6574251.725787 + Penalty 2118.071171 = -6572133.654616 nChanged 1249 SP:Iteration 22Q (2448.216444 sec): 3 clusters Score: Raw -6575287.124338 + Penalty 2118.071171 = -6573169.053167 nChanged 1162 SP:Iteration 23Q (2448.337075 sec): 3 clusters Score: Raw -6576101.755660 + Penalty 2118.071171 = -6573983.684489 nChanged 988 SP:Iteration 24Q (2448.465165 sec): 3 clusters Score: Raw -6576645.665869 + Penalty 2118.071171 = -6574527.594698 nChanged 801 SP:Iteration 25Q (2448.594674 sec): 3 clusters Score: Raw -6577028.362368 + Penalty 2118.071171 = -6574910.291197 nChanged 643 SP:Iteration 26Q (2448.715862 sec): 3 clusters Score: Raw -6577277.013404 + Penalty 2118.071171 = -6575158.942233 nChanged 505 SP:Iteration 27Q (2448.841835 sec): 3 clusters Score: Raw -6577415.300171 + Penalty 2118.071171 = -6575297.229000 nChanged 365 SP:Iteration 28Q (2448.967847 sec): 3 clusters Score: Raw -6577494.678360 + Penalty 2118.071171 = -6575376.607189 nChanged 274 SP:Iteration 29Q (2449.095370 sec): 3 clusters Score: Raw -6577543.328517 + Penalty 2118.071171 = -6575425.257346 nChanged 215 SP:Iteration 30Q (2449.215458 sec): 3 clusters Score: Raw -6577572.478842 + Penalty 2118.071171 = -6575454.407671 nChanged 145 SP:Iteration 31Q (2449.323732 sec): 3 clusters Score: Raw -6577589.239823 + Penalty 2118.071171 = -6575471.168652 nChanged 137 SP:Iteration 32Q (2449.448658 sec): 3 clusters Score: Raw -6577602.549996 + Penalty 2118.071171 = -6575484.478825 nChanged 111 SP:Iteration 33Q (2449.575303 sec): 3 clusters Score: Raw -6577613.062442 + Penalty 2118.071171 = -6575494.991270 nChanged 89 SP:Iteration 34Q (2449.694347 sec): 3 clusters Score: Raw -6577621.085258 + Penalty 2118.071171 = -6575503.014087 nChanged 77 SP:Iteration 35Q (2449.795850 sec): 3 clusters Score: Raw -6577627.133028 + Penalty 2118.071171 = -6575509.061857 nChanged 66 SP:Iteration 36Q (2449.926590 sec): 3 clusters Score: Raw -6577631.158557 + Penalty 2118.071171 = -6575513.087386 nChanged 58 SP:Iteration 37Q (2450.047880 sec): 3 clusters Score: Raw -6577633.738609 + Penalty 2118.071171 = -6575515.667437 nChanged 39 SP:Iteration 38Q (2450.174889 sec): 3 clusters Score: Raw -6577635.472746 + Penalty 2118.071171 = -6575517.401575 nChanged 34 SP:Iteration 39Q (2450.290904 sec): 3 clusters Score: Raw -6577636.775334 + Penalty 2118.071171 = -6575518.704163 nChanged 30 SP:Iteration 40F (2450.427389 sec): 3 clusters Score: Raw -6577650.727386 + Penalty 2118.071171 = -6575532.656215 nChanged 43 SP:Iteration 41Q (2450.561544 sec): 3 clusters Score: Raw -6577653.253620 + Penalty 2118.071171 = -6575535.182449 nChanged 38 SP:Iteration 42Q (2450.689298 sec): 3 clusters Score: Raw -6577654.714389 + Penalty 2118.071171 = -6575536.643218 nChanged 22 SP:Iteration 43Q (2450.807933 sec): 3 clusters Score: Raw -6577655.653420 + Penalty 2118.071171 = -6575537.582249 nChanged 17 SP:Iteration 44Q (2450.924058 sec): 3 clusters Score: Raw -6577656.174423 + Penalty 2118.071171 = -6575538.103252 nChanged 12 SP:Iteration 45Q (2451.047690 sec): 3 clusters Score: Raw -6577656.387913 + Penalty 2118.071171 = -6575538.316742 nChanged 5 SP:Iteration 46Q (2451.167075 sec): 3 clusters Score: Raw -6577656.449560 + Penalty 2118.071171 = -6575538.378389 nChanged 1 SP:Iteration 47Q (2451.288543 sec): 3 clusters Score: Raw -6577656.460752 + Penalty 2118.071171 = -6575538.389581 nChanged 3 SP:Iteration 48Q (2451.412312 sec): 3 clusters Score: Raw -6577656.531694 + Penalty 2118.071171 = -6575538.460523 nChanged 4 SP:Iteration 49Q (2451.535005 sec): 3 clusters Score: Raw -6577656.594198 + Penalty 2118.071171 = -6575538.523027 nChanged 3 SP:Iteration 50Q (2451.653884 sec): 3 clusters Score: Raw -6577656.655173 + Penalty 2118.071171 = -6575538.584002 nChanged 3 SP:Iteration 51Q (2451.770147 sec): 3 clusters Score: Raw -6577656.759172 + Penalty 2118.071171 = -6575538.688001 nChanged 3 SP:Iteration 52Q (2451.901216 sec): 3 clusters Score: Raw -6577656.795003 + Penalty 2118.071171 = -6575538.723832 nChanged 0 SP:Iteration 53F (2452.028884 sec): 3 clusters Score: Raw -6577656.795003 + Penalty 2118.071171 = -6575538.723832 nChanged 0 Trying to split cluster 11 (271 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2452.061981 sec): 2 clusters Score: Raw -20929.374275 + Penalty 532.201288 = -20397.172987 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2452.098549 sec): 3 clusters Score: Raw -21006.630656 + Penalty 1064.402576 = -19942.228080 nChanged 78 SP:Iteration 1F (2452.143908 sec): 3 clusters Score: Raw -21271.540483 + Penalty 1064.402576 = -20207.137907 nChanged 33 SP:Iteration 2F (2452.184565 sec): 3 clusters Score: Raw -21350.657781 + Penalty 1064.402576 = -20286.255205 nChanged 22 SP:Iteration 3F (2452.220216 sec): 3 clusters Score: Raw -21412.311515 + Penalty 1064.402576 = -20347.908939 nChanged 9 SP:Iteration 4Q (2452.256554 sec): 3 clusters Score: Raw -21446.538229 + Penalty 1064.402576 = -20382.135653 nChanged 3 SP:Iteration 5Q (2452.306774 sec): 3 clusters Score: Raw -21452.871591 + Penalty 1064.402576 = -20388.469015 nChanged 0 SP:Iteration 6F (2452.367583 sec): 3 clusters Score: Raw -21452.871591 + Penalty 1064.402576 = -20388.469015 nChanged 0 Trying to split cluster 12 (23695 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2452.419281 sec): 2 clusters Score: Raw -2104191.225928 + Penalty 956.936837 = -2103234.289092 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2452.499155 sec): 3 clusters Score: Raw -2089290.086855 + Penalty 1913.873674 = -2087376.213181 nChanged 11102 SP:Iteration 1F (2452.580433 sec): 3 clusters Score: Raw -2095568.071187 + Penalty 1913.873674 = -2093654.197514 nChanged 1119 SP:Iteration 2Q (2452.654003 sec): 3 clusters Score: Raw -2095991.913894 + Penalty 1913.873674 = -2094078.040221 nChanged 1231 SP:Iteration 3F (2452.735568 sec): 3 clusters Score: Raw -2096576.933761 + Penalty 1913.873674 = -2094663.060087 nChanged 1443 SP:Iteration 4F (2452.810607 sec): 3 clusters Score: Raw -2097433.938934 + Penalty 1913.873674 = -2095520.065260 nChanged 1640 SP:Iteration 5F (2452.886088 sec): 3 clusters Score: Raw -2098567.537261 + Penalty 1913.873674 = -2096653.663588 nChanged 1592 SP:Iteration 6F (2452.957861 sec): 3 clusters Score: Raw -2099852.519855 + Penalty 1913.873674 = -2097938.646181 nChanged 1464 SP:Iteration 7F (2453.032401 sec): 3 clusters Score: Raw -2101197.017842 + Penalty 1913.873674 = -2099283.144168 nChanged 1164 SP:Iteration 8Q (2453.104926 sec): 3 clusters Score: Raw -2102333.001528 + Penalty 1913.873674 = -2100419.127854 nChanged 823 SP:Iteration 9Q (2453.187023 sec): 3 clusters Score: Raw -2103052.899232 + Penalty 1913.873674 = -2101139.025559 nChanged 517 SP:Iteration 10Q (2453.264486 sec): 3 clusters Score: Raw -2103426.926283 + Penalty 1913.873674 = -2101513.052610 nChanged 383 SP:Iteration 11Q (2453.339207 sec): 3 clusters Score: Raw -2103673.230795 + Penalty 1913.873674 = -2101759.357121 nChanged 292 SP:Iteration 12Q (2453.415053 sec): 3 clusters Score: Raw -2103831.432527 + Penalty 1913.873674 = -2101917.558854 nChanged 241 SP:Iteration 13Q (2453.492206 sec): 3 clusters Score: Raw -2103933.603304 + Penalty 1913.873674 = -2102019.729630 nChanged 196 SP:Iteration 14Q (2453.566893 sec): 3 clusters Score: Raw -2103994.130720 + Penalty 1913.873674 = -2102080.257047 nChanged 134 SP:Iteration 15Q (2453.643818 sec): 3 clusters Score: Raw -2104031.890845 + Penalty 1913.873674 = -2102118.017172 nChanged 128 SP:Iteration 16Q (2453.721675 sec): 3 clusters Score: Raw -2104066.671859 + Penalty 1913.873674 = -2102152.798185 nChanged 103 SP:Iteration 17Q (2453.788427 sec): 3 clusters Score: Raw -2104092.462153 + Penalty 1913.873674 = -2102178.588479 nChanged 99 SP:Iteration 18Q (2453.850272 sec): 3 clusters Score: Raw -2104115.426443 + Penalty 1913.873674 = -2102201.552769 nChanged 86 SP:Iteration 19Q (2453.889376 sec): 3 clusters Score: Raw -2104134.974689 + Penalty 1913.873674 = -2102221.101015 nChanged 85 SP:Iteration 20F (2453.932572 sec): 3 clusters Score: Raw -2104151.803036 + Penalty 1913.873674 = -2102237.929362 nChanged 64 SP:Iteration 21Q (2454.016060 sec): 3 clusters Score: Raw -2104163.591438 + Penalty 1913.873674 = -2102249.717764 nChanged 59 SP:Iteration 22Q (2454.091035 sec): 3 clusters Score: Raw -2104171.722483 + Penalty 1913.873674 = -2102257.848809 nChanged 41 SP:Iteration 23Q (2454.155018 sec): 3 clusters Score: Raw -2104175.953336 + Penalty 1913.873674 = -2102262.079662 nChanged 23 SP:Iteration 24Q (2454.234041 sec): 3 clusters Score: Raw -2104177.803487 + Penalty 1913.873674 = -2102263.929814 nChanged 16 SP:Iteration 25Q (2454.301066 sec): 3 clusters Score: Raw -2104179.521597 + Penalty 1913.873674 = -2102265.647924 nChanged 17 SP:Iteration 26Q (2454.373638 sec): 3 clusters Score: Raw -2104181.278585 + Penalty 1913.873674 = -2102267.404912 nChanged 20 SP:Iteration 27Q (2454.444350 sec): 3 clusters Score: Raw -2104183.174367 + Penalty 1913.873674 = -2102269.300694 nChanged 12 SP:Iteration 28Q (2454.505495 sec): 3 clusters Score: Raw -2104184.432391 + Penalty 1913.873674 = -2102270.558717 nChanged 20 SP:Iteration 29Q (2454.574172 sec): 3 clusters Score: Raw -2104186.558185 + Penalty 1913.873674 = -2102272.684511 nChanged 23 SP:Iteration 30Q (2454.642178 sec): 3 clusters Score: Raw -2104188.984135 + Penalty 1913.873674 = -2102275.110462 nChanged 24 SP:Iteration 31Q (2454.711712 sec): 3 clusters Score: Raw -2104191.562610 + Penalty 1913.873674 = -2102277.688937 nChanged 21 SP:Iteration 32Q (2454.768401 sec): 3 clusters Score: Raw -2104193.986558 + Penalty 1913.873674 = -2102280.112884 nChanged 18 SP:Iteration 33Q (2454.833592 sec): 3 clusters Score: Raw -2104195.164785 + Penalty 1913.873674 = -2102281.291111 nChanged 15 SP:Iteration 34Q (2454.902387 sec): 3 clusters Score: Raw -2104196.537858 + Penalty 1913.873674 = -2102282.664185 nChanged 18 SP:Iteration 35Q (2454.972379 sec): 3 clusters Score: Raw -2104198.739801 + Penalty 1913.873674 = -2102284.866128 nChanged 19 SP:Iteration 36Q (2455.038277 sec): 3 clusters Score: Raw -2104201.137039 + Penalty 1913.873674 = -2102287.263366 nChanged 18 SP:Iteration 37Q (2455.108769 sec): 3 clusters Score: Raw -2104203.387932 + Penalty 1913.873674 = -2102289.514259 nChanged 24 SP:Iteration 38Q (2455.178383 sec): 3 clusters Score: Raw -2104206.205066 + Penalty 1913.873674 = -2102292.331393 nChanged 21 SP:Iteration 39Q (2455.250573 sec): 3 clusters Score: Raw -2104208.278811 + Penalty 1913.873674 = -2102294.405138 nChanged 25 SP:Iteration 40F (2455.330310 sec): 3 clusters Score: Raw -2104211.452523 + Penalty 1913.873674 = -2102297.578850 nChanged 25 SP:Iteration 41Q (2455.404628 sec): 3 clusters Score: Raw -2104214.815988 + Penalty 1913.873674 = -2102300.942315 nChanged 29 SP:Iteration 42Q (2455.470090 sec): 3 clusters Score: Raw -2104217.549708 + Penalty 1913.873674 = -2102303.676034 nChanged 20 SP:Iteration 43Q (2455.534833 sec): 3 clusters Score: Raw -2104219.734970 + Penalty 1913.873674 = -2102305.861297 nChanged 20 SP:Iteration 44Q (2455.604704 sec): 3 clusters Score: Raw -2104221.670252 + Penalty 1913.873674 = -2102307.796579 nChanged 15 SP:Iteration 45Q (2455.688849 sec): 3 clusters Score: Raw -2104222.802980 + Penalty 1913.873674 = -2102308.929307 nChanged 11 SP:Iteration 46Q (2455.758101 sec): 3 clusters Score: Raw -2104223.755656 + Penalty 1913.873674 = -2102309.881982 nChanged 15 SP:Iteration 47Q (2455.819691 sec): 3 clusters Score: Raw -2104224.768096 + Penalty 1913.873674 = -2102310.894422 nChanged 13 SP:Iteration 48Q (2455.903497 sec): 3 clusters Score: Raw -2104225.478109 + Penalty 1913.873674 = -2102311.604435 nChanged 12 SP:Iteration 49Q (2455.975537 sec): 3 clusters Score: Raw -2104226.256156 + Penalty 1913.873674 = -2102312.382483 nChanged 8 SP:Iteration 50Q (2456.049577 sec): 3 clusters Score: Raw -2104226.749243 + Penalty 1913.873674 = -2102312.875569 nChanged 4 SP:Iteration 51Q (2456.124561 sec): 3 clusters Score: Raw -2104227.047751 + Penalty 1913.873674 = -2102313.174078 nChanged 4 SP:Iteration 52Q (2456.191993 sec): 3 clusters Score: Raw -2104227.191159 + Penalty 1913.873674 = -2102313.317486 nChanged 3 SP:Iteration 53Q (2456.262730 sec): 3 clusters Score: Raw -2104227.286090 + Penalty 1913.873674 = -2102313.412416 nChanged 4 SP:Iteration 54Q (2456.332956 sec): 3 clusters Score: Raw -2104227.550635 + Penalty 1913.873674 = -2102313.676961 nChanged 5 SP:Iteration 55Q (2456.405505 sec): 3 clusters Score: Raw -2104227.764413 + Penalty 1913.873674 = -2102313.890739 nChanged 4 SP:Iteration 56Q (2456.480713 sec): 3 clusters Score: Raw -2104227.918916 + Penalty 1913.873674 = -2102314.045243 nChanged 2 SP:Iteration 57Q (2456.534822 sec): 3 clusters Score: Raw -2104228.017745 + Penalty 1913.873674 = -2102314.144071 nChanged 0 SP:Iteration 58F (2456.614525 sec): 3 clusters Score: Raw -2104228.017745 + Penalty 1913.873674 = -2102314.144071 nChanged 0 Trying to split cluster 13 (31238 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2456.680008 sec): 2 clusters Score: Raw -2955080.004488 + Penalty 983.192105 = -2954096.812383 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2456.768693 sec): 3 clusters Score: Raw -2935113.522487 + Penalty 1966.384210 = -2933147.138276 nChanged 14726 SP:Iteration 1F (2456.846052 sec): 3 clusters Score: Raw -2943728.086396 + Penalty 1966.384210 = -2941761.702186 nChanged 1220 SP:Iteration 2Q (2456.941902 sec): 3 clusters Score: Raw -2944135.359281 + Penalty 1966.384210 = -2942168.975070 nChanged 1367 SP:Iteration 3Q (2457.036103 sec): 3 clusters Score: Raw -2944718.344665 + Penalty 1966.384210 = -2942751.960455 nChanged 1520 SP:Iteration 4Q (2457.129308 sec): 3 clusters Score: Raw -2945601.884008 + Penalty 1966.384210 = -2943635.499797 nChanged 1748 SP:Iteration 5F (2457.217002 sec): 3 clusters Score: Raw -2946992.294238 + Penalty 1966.384210 = -2945025.910027 nChanged 2146 SP:Iteration 6F (2457.303194 sec): 3 clusters Score: Raw -2948923.045600 + Penalty 1966.384210 = -2946956.661390 nChanged 2102 SP:Iteration 7F (2457.388418 sec): 3 clusters Score: Raw -2950705.381664 + Penalty 1966.384210 = -2948738.997453 nChanged 1714 SP:Iteration 8F (2457.473471 sec): 3 clusters Score: Raw -2951762.944587 + Penalty 1966.384210 = -2949796.560377 nChanged 1210 SP:Iteration 9Q (2457.554997 sec): 3 clusters Score: Raw -2952322.414870 + Penalty 1966.384210 = -2950356.030660 nChanged 850 SP:Iteration 10Q (2457.631757 sec): 3 clusters Score: Raw -2952676.146484 + Penalty 1966.384210 = -2950709.762274 nChanged 730 SP:Iteration 11Q (2457.725205 sec): 3 clusters Score: Raw -2952972.707100 + Penalty 1966.384210 = -2951006.322889 nChanged 658 SP:Iteration 12Q (2457.810851 sec): 3 clusters Score: Raw -2953241.949523 + Penalty 1966.384210 = -2951275.565313 nChanged 604 SP:Iteration 13Q (2457.887262 sec): 3 clusters Score: Raw -2953469.587414 + Penalty 1966.384210 = -2951503.203204 nChanged 558 SP:Iteration 14Q (2457.972526 sec): 3 clusters Score: Raw -2953673.975302 + Penalty 1966.384210 = -2951707.591092 nChanged 542 SP:Iteration 15Q (2458.064945 sec): 3 clusters Score: Raw -2953872.728981 + Penalty 1966.384210 = -2951906.344771 nChanged 531 SP:Iteration 16Q (2458.152950 sec): 3 clusters Score: Raw -2954053.825128 + Penalty 1966.384210 = -2952087.440917 nChanged 474 SP:Iteration 17Q (2458.237683 sec): 3 clusters Score: Raw -2954234.748531 + Penalty 1966.384210 = -2952268.364321 nChanged 493 SP:Iteration 18Q (2458.323132 sec): 3 clusters Score: Raw -2954446.422004 + Penalty 1966.384210 = -2952480.037794 nChanged 520 SP:Iteration 19Q (2458.405808 sec): 3 clusters Score: Raw -2954689.277863 + Penalty 1966.384210 = -2952722.893652 nChanged 470 SP:Iteration 20F (2458.475622 sec): 3 clusters Score: Raw -2954902.691811 + Penalty 1966.384210 = -2952936.307600 nChanged 437 SP:Iteration 21Q (2458.555262 sec): 3 clusters Score: Raw -2955065.719055 + Penalty 1966.384210 = -2953099.334845 nChanged 384 SP:Iteration 22Q (2458.648705 sec): 3 clusters Score: Raw -2955177.542008 + Penalty 1966.384210 = -2953211.157798 nChanged 299 SP:Iteration 23Q (2458.733880 sec): 3 clusters Score: Raw -2955248.504501 + Penalty 1966.384210 = -2953282.120290 nChanged 245 SP:Iteration 24Q (2458.815248 sec): 3 clusters Score: Raw -2955293.965272 + Penalty 1966.384210 = -2953327.581061 nChanged 215 SP:Iteration 25Q (2458.901123 sec): 3 clusters Score: Raw -2955335.625142 + Penalty 1966.384210 = -2953369.240931 nChanged 203 SP:Iteration 26Q (2458.989255 sec): 3 clusters Score: Raw -2955370.513093 + Penalty 1966.384210 = -2953404.128883 nChanged 203 SP:Iteration 27Q (2459.076767 sec): 3 clusters Score: Raw -2955403.428706 + Penalty 1966.384210 = -2953437.044495 nChanged 170 SP:Iteration 28Q (2459.163431 sec): 3 clusters Score: Raw -2955429.284852 + Penalty 1966.384210 = -2953462.900642 nChanged 188 SP:Iteration 29Q (2459.251291 sec): 3 clusters Score: Raw -2955459.092488 + Penalty 1966.384210 = -2953492.708277 nChanged 183 SP:Iteration 30Q (2459.339279 sec): 3 clusters Score: Raw -2955486.526147 + Penalty 1966.384210 = -2953520.141936 nChanged 177 SP:Iteration 31Q (2459.414013 sec): 3 clusters Score: Raw -2955512.579933 + Penalty 1966.384210 = -2953546.195723 nChanged 169 SP:Iteration 32Q (2459.487088 sec): 3 clusters Score: Raw -2955534.413142 + Penalty 1966.384210 = -2953568.028932 nChanged 167 SP:Iteration 33Q (2459.581707 sec): 3 clusters Score: Raw -2955556.130770 + Penalty 1966.384210 = -2953589.746559 nChanged 149 SP:Iteration 34Q (2459.669646 sec): 3 clusters Score: Raw -2955576.138036 + Penalty 1966.384210 = -2953609.753826 nChanged 151 SP:Iteration 35Q (2459.742852 sec): 3 clusters Score: Raw -2955595.235941 + Penalty 1966.384210 = -2953628.851731 nChanged 143 SP:Iteration 36Q (2459.832324 sec): 3 clusters Score: Raw -2955614.546300 + Penalty 1966.384210 = -2953648.162089 nChanged 142 SP:Iteration 37Q (2459.908511 sec): 3 clusters Score: Raw -2955632.765838 + Penalty 1966.384210 = -2953666.381628 nChanged 137 SP:Iteration 38Q (2460.002153 sec): 3 clusters Score: Raw -2955650.156595 + Penalty 1966.384210 = -2953683.772384 nChanged 119 SP:Iteration 39Q (2460.089335 sec): 3 clusters Score: Raw -2955664.919455 + Penalty 1966.384210 = -2953698.535244 nChanged 128 SP:Iteration 40F (2460.163038 sec): 3 clusters Score: Raw -2955681.961597 + Penalty 1966.384210 = -2953715.577387 nChanged 135 SP:Iteration 41Q (2460.249537 sec): 3 clusters Score: Raw -2955698.602567 + Penalty 1966.384210 = -2953732.218356 nChanged 136 SP:Iteration 42Q (2460.335871 sec): 3 clusters Score: Raw -2955714.140395 + Penalty 1966.384210 = -2953747.756185 nChanged 100 SP:Iteration 43Q (2460.413974 sec): 3 clusters Score: Raw -2955723.351186 + Penalty 1966.384210 = -2953756.966975 nChanged 94 SP:Iteration 44Q (2460.505654 sec): 3 clusters Score: Raw -2955731.569047 + Penalty 1966.384210 = -2953765.184837 nChanged 75 SP:Iteration 45Q (2460.594032 sec): 3 clusters Score: Raw -2955738.220756 + Penalty 1966.384210 = -2953771.836546 nChanged 83 SP:Iteration 46Q (2460.671903 sec): 3 clusters Score: Raw -2955745.385707 + Penalty 1966.384210 = -2953779.001496 nChanged 81 SP:Iteration 47Q (2460.753992 sec): 3 clusters Score: Raw -2955752.622790 + Penalty 1966.384210 = -2953786.238579 nChanged 77 SP:Iteration 48Q (2460.845376 sec): 3 clusters Score: Raw -2955759.610326 + Penalty 1966.384210 = -2953793.226116 nChanged 91 SP:Iteration 49Q (2460.926425 sec): 3 clusters Score: Raw -2955768.770609 + Penalty 1966.384210 = -2953802.386398 nChanged 88 SP:Iteration 50Q (2461.014515 sec): 3 clusters Score: Raw -2955777.925245 + Penalty 1966.384210 = -2953811.541034 nChanged 83 SP:Iteration 51Q (2461.092947 sec): 3 clusters Score: Raw -2955785.753952 + Penalty 1966.384210 = -2953819.369742 nChanged 70 SP:Iteration 52Q (2461.175165 sec): 3 clusters Score: Raw -2955791.777029 + Penalty 1966.384210 = -2953825.392819 nChanged 73 SP:Iteration 53Q (2461.253941 sec): 3 clusters Score: Raw -2955799.131193 + Penalty 1966.384210 = -2953832.746983 nChanged 76 SP:Iteration 54Q (2461.336958 sec): 3 clusters Score: Raw -2955805.781411 + Penalty 1966.384210 = -2953839.397201 nChanged 69 SP:Iteration 55Q (2461.410564 sec): 3 clusters Score: Raw -2955811.816971 + Penalty 1966.384210 = -2953845.432761 nChanged 62 SP:Iteration 56Q (2461.489267 sec): 3 clusters Score: Raw -2955816.191625 + Penalty 1966.384210 = -2953849.807414 nChanged 52 SP:Iteration 57Q (2461.571249 sec): 3 clusters Score: Raw -2955819.484219 + Penalty 1966.384210 = -2953853.100008 nChanged 50 SP:Iteration 58Q (2461.655888 sec): 3 clusters Score: Raw -2955822.792474 + Penalty 1966.384210 = -2953856.408263 nChanged 50 SP:Iteration 59Q (2461.736261 sec): 3 clusters Score: Raw -2955825.502275 + Penalty 1966.384210 = -2953859.118065 nChanged 45 SP:Iteration 60F (2461.819319 sec): 3 clusters Score: Raw -2955827.712382 + Penalty 1966.384210 = -2953861.328171 nChanged 32 SP:Iteration 61Q (2461.896729 sec): 3 clusters Score: Raw -2955829.465196 + Penalty 1966.384210 = -2953863.080985 nChanged 33 SP:Iteration 62Q (2461.971081 sec): 3 clusters Score: Raw -2955831.227000 + Penalty 1966.384210 = -2953864.842790 nChanged 39 SP:Iteration 63Q (2462.057210 sec): 3 clusters Score: Raw -2955833.205579 + Penalty 1966.384210 = -2953866.821368 nChanged 31 SP:Iteration 64Q (2462.153171 sec): 3 clusters Score: Raw -2955834.836480 + Penalty 1966.384210 = -2953868.452270 nChanged 30 SP:Iteration 65Q (2462.239654 sec): 3 clusters Score: Raw -2955836.302052 + Penalty 1966.384210 = -2953869.917842 nChanged 32 SP:Iteration 66Q (2462.321649 sec): 3 clusters Score: Raw -2955837.867520 + Penalty 1966.384210 = -2953871.483310 nChanged 31 SP:Iteration 67Q (2462.397594 sec): 3 clusters Score: Raw -2955839.383519 + Penalty 1966.384210 = -2953872.999309 nChanged 21 SP:Iteration 68Q (2462.479038 sec): 3 clusters Score: Raw -2955840.359278 + Penalty 1966.384210 = -2953873.975067 nChanged 25 SP:Iteration 69Q (2462.564088 sec): 3 clusters Score: Raw -2955841.761041 + Penalty 1966.384210 = -2953875.376830 nChanged 32 SP:Iteration 70Q (2462.636106 sec): 3 clusters Score: Raw -2955843.610907 + Penalty 1966.384210 = -2953877.226697 nChanged 34 SP:Iteration 71Q (2462.730436 sec): 3 clusters Score: Raw -2955845.539818 + Penalty 1966.384210 = -2953879.155608 nChanged 37 SP:Iteration 72Q (2462.818221 sec): 3 clusters Score: Raw -2955847.523072 + Penalty 1966.384210 = -2953881.138862 nChanged 35 SP:Iteration 73Q (2462.898796 sec): 3 clusters Score: Raw -2955849.374942 + Penalty 1966.384210 = -2953882.990732 nChanged 35 SP:Iteration 74Q (2462.975297 sec): 3 clusters Score: Raw -2955851.866003 + Penalty 1966.384210 = -2953885.481793 nChanged 41 SP:Iteration 75Q (2463.061785 sec): 3 clusters Score: Raw -2955854.502988 + Penalty 1966.384210 = -2953888.118777 nChanged 28 SP:Iteration 76Q (2463.137896 sec): 3 clusters Score: Raw -2955855.926166 + Penalty 1966.384210 = -2953889.541956 nChanged 28 SP:Iteration 77Q (2463.224670 sec): 3 clusters Score: Raw -2955857.410076 + Penalty 1966.384210 = -2953891.025865 nChanged 33 SP:Iteration 78Q (2463.307340 sec): 3 clusters Score: Raw -2955859.971327 + Penalty 1966.384210 = -2953893.587116 nChanged 34 SP:Iteration 79Q (2463.387648 sec): 3 clusters Score: Raw -2955862.835301 + Penalty 1966.384210 = -2953896.451091 nChanged 37 SP:Iteration 80F (2463.477053 sec): 3 clusters Score: Raw -2955865.561769 + Penalty 1966.384210 = -2953899.177559 nChanged 43 SP:Iteration 81Q (2463.565536 sec): 3 clusters Score: Raw -2955868.122154 + Penalty 1966.384210 = -2953901.737944 nChanged 47 SP:Iteration 82Q (2463.651284 sec): 3 clusters Score: Raw -2955871.026236 + Penalty 1966.384210 = -2953904.642025 nChanged 37 SP:Iteration 83Q (2463.733568 sec): 3 clusters Score: Raw -2955873.196153 + Penalty 1966.384210 = -2953906.811942 nChanged 30 SP:Iteration 84Q (2463.814210 sec): 3 clusters Score: Raw -2955874.838974 + Penalty 1966.384210 = -2953908.454763 nChanged 28 SP:Iteration 85Q (2463.889845 sec): 3 clusters Score: Raw -2955876.405310 + Penalty 1966.384210 = -2953910.021100 nChanged 36 SP:Iteration 86Q (2463.978577 sec): 3 clusters Score: Raw -2955878.564182 + Penalty 1966.384210 = -2953912.179972 nChanged 36 SP:Iteration 87Q (2464.075881 sec): 3 clusters Score: Raw -2955880.592003 + Penalty 1966.384210 = -2953914.207793 nChanged 45 SP:Iteration 88Q (2464.163559 sec): 3 clusters Score: Raw -2955882.824216 + Penalty 1966.384210 = -2953916.440006 nChanged 36 SP:Iteration 89Q (2464.250608 sec): 3 clusters Score: Raw -2955884.781429 + Penalty 1966.384210 = -2953918.397218 nChanged 32 SP:Iteration 90Q (2464.337681 sec): 3 clusters Score: Raw -2955886.358827 + Penalty 1966.384210 = -2953919.974616 nChanged 30 SP:Iteration 91Q (2464.424803 sec): 3 clusters Score: Raw -2955887.768290 + Penalty 1966.384210 = -2953921.384080 nChanged 19 SP:Iteration 92Q (2464.504608 sec): 3 clusters Score: Raw -2955888.515256 + Penalty 1966.384210 = -2953922.131045 nChanged 21 SP:Iteration 93Q (2464.584506 sec): 3 clusters Score: Raw -2955889.579352 + Penalty 1966.384210 = -2953923.195141 nChanged 24 SP:Iteration 94Q (2464.673681 sec): 3 clusters Score: Raw -2955890.629308 + Penalty 1966.384210 = -2953924.245098 nChanged 19 SP:Iteration 95Q (2464.748665 sec): 3 clusters Score: Raw -2955891.454591 + Penalty 1966.384210 = -2953925.070380 nChanged 15 SP:Iteration 96Q (2464.834159 sec): 3 clusters Score: Raw -2955892.060610 + Penalty 1966.384210 = -2953925.676400 nChanged 13 SP:Iteration 97Q (2464.919017 sec): 3 clusters Score: Raw -2955892.469959 + Penalty 1966.384210 = -2953926.085749 nChanged 13 SP:Iteration 98Q (2464.992274 sec): 3 clusters Score: Raw -2955892.829677 + Penalty 1966.384210 = -2953926.445467 nChanged 5 SP:Iteration 99Q (2465.069478 sec): 3 clusters Score: Raw -2955892.910192 + Penalty 1966.384210 = -2953926.525981 nChanged 2 SP:Iteration 100F (2465.160941 sec): 3 clusters Score: Raw -2955892.945287 + Penalty 1966.384210 = -2953926.561076 nChanged 2 SP:Iteration 101Q (2465.244273 sec): 3 clusters Score: Raw -2955892.976460 + Penalty 1966.384210 = -2953926.592249 nChanged 2 SP:Iteration 102Q (2465.320771 sec): 3 clusters Score: Raw -2955892.999422 + Penalty 1966.384210 = -2953926.615212 nChanged 0 SP:Iteration 103F (2465.408895 sec): 3 clusters Score: Raw -2955892.999422 + Penalty 1966.384210 = -2953926.615212 nChanged 0 Trying to split cluster 14 (6150 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2465.444154 sec): 2 clusters Score: Raw -550438.313455 + Penalty 828.799699 = -549609.513755 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2465.497944 sec): 3 clusters Score: Raw -546980.977573 + Penalty 1657.599399 = -545323.378174 nChanged 2689 SP:Iteration 1F (2465.543047 sec): 3 clusters Score: Raw -548537.309928 + Penalty 1657.599399 = -546879.710530 nChanged 412 SP:Iteration 2F (2465.597798 sec): 3 clusters Score: Raw -548729.039364 + Penalty 1657.599399 = -547071.439966 nChanged 334 SP:Iteration 3F (2465.648565 sec): 3 clusters Score: Raw -548926.430492 + Penalty 1657.599399 = -547268.831094 nChanged 332 SP:Iteration 4F (2465.709918 sec): 3 clusters Score: Raw -549142.067225 + Penalty 1657.599399 = -547484.467826 nChanged 334 SP:Iteration 5F (2465.752983 sec): 3 clusters Score: Raw -549402.889793 + Penalty 1657.599399 = -547745.290394 nChanged 350 SP:Iteration 6F (2465.796214 sec): 3 clusters Score: Raw -549660.813677 + Penalty 1657.599399 = -548003.214279 nChanged 321 SP:Iteration 7F (2465.853258 sec): 3 clusters Score: Raw -549848.319744 + Penalty 1657.599399 = -548190.720346 nChanged 268 SP:Iteration 8Q (2465.912511 sec): 3 clusters Score: Raw -549986.186775 + Penalty 1657.599399 = -548328.587377 nChanged 222 SP:Iteration 9Q (2465.966448 sec): 3 clusters Score: Raw -550076.194779 + Penalty 1657.599399 = -548418.595380 nChanged 169 SP:Iteration 10Q (2466.020189 sec): 3 clusters Score: Raw -550144.422149 + Penalty 1657.599399 = -548486.822751 nChanged 129 SP:Iteration 11Q (2466.060668 sec): 3 clusters Score: Raw -550199.421541 + Penalty 1657.599399 = -548541.822142 nChanged 113 SP:Iteration 12Q (2466.123291 sec): 3 clusters Score: Raw -550243.383922 + Penalty 1657.599399 = -548585.784523 nChanged 97 SP:Iteration 13Q (2466.170132 sec): 3 clusters Score: Raw -550280.120951 + Penalty 1657.599399 = -548622.521552 nChanged 80 SP:Iteration 14Q (2466.217598 sec): 3 clusters Score: Raw -550314.771253 + Penalty 1657.599399 = -548657.171854 nChanged 74 SP:Iteration 15Q (2466.271617 sec): 3 clusters Score: Raw -550348.722081 + Penalty 1657.599399 = -548691.122682 nChanged 73 SP:Iteration 16Q (2466.338039 sec): 3 clusters Score: Raw -550384.028858 + Penalty 1657.599399 = -548726.429460 nChanged 70 SP:Iteration 17Q (2466.388525 sec): 3 clusters Score: Raw -550416.993216 + Penalty 1657.599399 = -548759.393817 nChanged 71 SP:Iteration 18Q (2466.440245 sec): 3 clusters Score: Raw -550447.101616 + Penalty 1657.599399 = -548789.502217 nChanged 68 SP:Iteration 19Q (2466.488075 sec): 3 clusters Score: Raw -550473.617725 + Penalty 1657.599399 = -548816.018326 nChanged 70 SP:Iteration 20F (2466.537040 sec): 3 clusters Score: Raw -550497.436313 + Penalty 1657.599399 = -548839.836914 nChanged 57 SP:Iteration 21Q (2466.592325 sec): 3 clusters Score: Raw -550521.377992 + Penalty 1657.599399 = -548863.778593 nChanged 57 SP:Iteration 22Q (2466.656865 sec): 3 clusters Score: Raw -550552.960618 + Penalty 1657.599399 = -548895.361219 nChanged 60 SP:Iteration 23Q (2466.705680 sec): 3 clusters Score: Raw -550590.869204 + Penalty 1657.599399 = -548933.269806 nChanged 74 SP:Iteration 24Q (2466.765751 sec): 3 clusters Score: Raw -550635.124706 + Penalty 1657.599399 = -548977.525307 nChanged 66 SP:Iteration 25Q (2466.818512 sec): 3 clusters Score: Raw -550674.439001 + Penalty 1657.599399 = -549016.839603 nChanged 54 SP:Iteration 26Q (2466.861976 sec): 3 clusters Score: Raw -550702.831720 + Penalty 1657.599399 = -549045.232322 nChanged 48 SP:Iteration 27Q (2466.925982 sec): 3 clusters Score: Raw -550721.676141 + Penalty 1657.599399 = -549064.076743 nChanged 42 SP:Iteration 28Q (2466.982010 sec): 3 clusters Score: Raw -550737.011164 + Penalty 1657.599399 = -549079.411766 nChanged 39 SP:Iteration 29Q (2467.033573 sec): 3 clusters Score: Raw -550751.622689 + Penalty 1657.599399 = -549094.023290 nChanged 39 SP:Iteration 30Q (2467.081085 sec): 3 clusters Score: Raw -550763.264304 + Penalty 1657.599399 = -549105.664905 nChanged 33 SP:Iteration 31Q (2467.140806 sec): 3 clusters Score: Raw -550773.416285 + Penalty 1657.599399 = -549115.816886 nChanged 27 SP:Iteration 32Q (2467.181265 sec): 3 clusters Score: Raw -550783.698756 + Penalty 1657.599399 = -549126.099358 nChanged 25 SP:Iteration 33Q (2467.239357 sec): 3 clusters Score: Raw -550792.852482 + Penalty 1657.599399 = -549135.253083 nChanged 22 SP:Iteration 34Q (2467.287783 sec): 3 clusters Score: Raw -550799.166809 + Penalty 1657.599399 = -549141.567411 nChanged 15 SP:Iteration 35Q (2467.334969 sec): 3 clusters Score: Raw -550802.406593 + Penalty 1657.599399 = -549144.807194 nChanged 9 SP:Iteration 36Q (2467.399949 sec): 3 clusters Score: Raw -550804.546848 + Penalty 1657.599399 = -549146.947450 nChanged 9 SP:Iteration 37Q (2467.443362 sec): 3 clusters Score: Raw -550806.573831 + Penalty 1657.599399 = -549148.974433 nChanged 8 SP:Iteration 38Q (2467.506974 sec): 3 clusters Score: Raw -550808.846397 + Penalty 1657.599399 = -549151.246999 nChanged 7 SP:Iteration 39Q (2467.543577 sec): 3 clusters Score: Raw -550810.643393 + Penalty 1657.599399 = -549153.043994 nChanged 11 SP:Iteration 40F (2467.596044 sec): 3 clusters Score: Raw -550813.892872 + Penalty 1657.599399 = -549156.293473 nChanged 10 SP:Iteration 41Q (2467.646245 sec): 3 clusters Score: Raw -550816.658429 + Penalty 1657.599399 = -549159.059031 nChanged 10 SP:Iteration 42Q (2467.697275 sec): 3 clusters Score: Raw -550818.837833 + Penalty 1657.599399 = -549161.238434 nChanged 5 SP:Iteration 43Q (2467.748975 sec): 3 clusters Score: Raw -550819.701600 + Penalty 1657.599399 = -549162.102201 nChanged 6 SP:Iteration 44Q (2467.802838 sec): 3 clusters Score: Raw -550820.924427 + Penalty 1657.599399 = -549163.325028 nChanged 7 SP:Iteration 45Q (2467.851780 sec): 3 clusters Score: Raw -550822.674939 + Penalty 1657.599399 = -549165.075540 nChanged 7 SP:Iteration 46Q (2467.899060 sec): 3 clusters Score: Raw -550824.297647 + Penalty 1657.599399 = -549166.698248 nChanged 11 SP:Iteration 47Q (2467.957229 sec): 3 clusters Score: Raw -550826.866796 + Penalty 1657.599399 = -549169.267397 nChanged 11 SP:Iteration 48Q (2468.011697 sec): 3 clusters Score: Raw -550829.579502 + Penalty 1657.599399 = -549171.980104 nChanged 13 SP:Iteration 49Q (2468.056940 sec): 3 clusters Score: Raw -550832.579124 + Penalty 1657.599399 = -549174.979726 nChanged 7 SP:Iteration 50Q (2468.118528 sec): 3 clusters Score: Raw -550834.867963 + Penalty 1657.599399 = -549177.268564 nChanged 11 SP:Iteration 51Q (2468.172529 sec): 3 clusters Score: Raw -550838.238119 + Penalty 1657.599399 = -549180.638721 nChanged 10 SP:Iteration 52Q (2468.219900 sec): 3 clusters Score: Raw -550841.410105 + Penalty 1657.599399 = -549183.810706 nChanged 4 SP:Iteration 53Q (2468.273538 sec): 3 clusters Score: Raw -550842.789213 + Penalty 1657.599399 = -549185.189815 nChanged 8 SP:Iteration 54Q (2468.321052 sec): 3 clusters Score: Raw -550845.105674 + Penalty 1657.599399 = -549187.506276 nChanged 9 SP:Iteration 55Q (2468.375951 sec): 3 clusters Score: Raw -550848.256338 + Penalty 1657.599399 = -549190.656939 nChanged 11 SP:Iteration 56Q (2468.415681 sec): 3 clusters Score: Raw -550852.009676 + Penalty 1657.599399 = -549194.410278 nChanged 8 SP:Iteration 57Q (2468.478369 sec): 3 clusters Score: Raw -550855.211779 + Penalty 1657.599399 = -549197.612380 nChanged 7 SP:Iteration 58Q (2468.513270 sec): 3 clusters Score: Raw -550856.872939 + Penalty 1657.599399 = -549199.273541 nChanged 8 SP:Iteration 59Q (2468.560311 sec): 3 clusters Score: Raw -550858.923853 + Penalty 1657.599399 = -549201.324454 nChanged 6 SP:Iteration 60F (2468.609129 sec): 3 clusters Score: Raw -550860.245514 + Penalty 1657.599399 = -549202.646116 nChanged 5 SP:Iteration 61Q (2468.666768 sec): 3 clusters Score: Raw -550861.120809 + Penalty 1657.599399 = -549203.521410 nChanged 3 SP:Iteration 62Q (2468.707147 sec): 3 clusters Score: Raw -550861.892537 + Penalty 1657.599399 = -549204.293138 nChanged 2 SP:Iteration 63Q (2468.764755 sec): 3 clusters Score: Raw -550862.154154 + Penalty 1657.599399 = -549204.554755 nChanged 0 SP:Iteration 64F (2468.815435 sec): 3 clusters Score: Raw -550862.154154 + Penalty 1657.599399 = -549204.554755 nChanged 0 Trying to split cluster 15 (2643 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2468.831368 sec): 2 clusters Score: Raw -242123.639756 + Penalty 748.568642 = -241375.071115 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2468.876027 sec): 3 clusters Score: Raw -240821.602244 + Penalty 1497.137284 = -239324.464960 nChanged 1068 SP:Iteration 1F (2468.922569 sec): 3 clusters Score: Raw -241482.471617 + Penalty 1497.137284 = -239985.334334 nChanged 210 SP:Iteration 2F (2468.967126 sec): 3 clusters Score: Raw -241624.541164 + Penalty 1497.137284 = -240127.403880 nChanged 161 SP:Iteration 3F (2469.013638 sec): 3 clusters Score: Raw -241736.920712 + Penalty 1497.137284 = -240239.783428 nChanged 127 SP:Iteration 4Q (2469.060302 sec): 3 clusters Score: Raw -241837.894814 + Penalty 1497.137284 = -240340.757530 nChanged 110 SP:Iteration 5Q (2469.107114 sec): 3 clusters Score: Raw -241902.364203 + Penalty 1497.137284 = -240405.226919 nChanged 81 SP:Iteration 6Q (2469.162186 sec): 3 clusters Score: Raw -241952.587627 + Penalty 1497.137284 = -240455.450343 nChanged 85 SP:Iteration 7Q (2469.193890 sec): 3 clusters Score: Raw -242001.784553 + Penalty 1497.137284 = -240504.647269 nChanged 66 SP:Iteration 8Q (2469.243631 sec): 3 clusters Score: Raw -242038.120840 + Penalty 1497.137284 = -240540.983556 nChanged 72 SP:Iteration 9Q (2469.294772 sec): 3 clusters Score: Raw -242081.001504 + Penalty 1497.137284 = -240583.864220 nChanged 67 SP:Iteration 10Q (2469.340241 sec): 3 clusters Score: Raw -242128.204778 + Penalty 1497.137284 = -240631.067494 nChanged 76 SP:Iteration 11Q (2469.390044 sec): 3 clusters Score: Raw -242183.888746 + Penalty 1497.137284 = -240686.751462 nChanged 65 SP:Iteration 12Q (2469.430719 sec): 3 clusters Score: Raw -242230.946810 + Penalty 1497.137284 = -240733.809526 nChanged 67 SP:Iteration 13Q (2469.477344 sec): 3 clusters Score: Raw -242264.061046 + Penalty 1497.137284 = -240766.923762 nChanged 31 SP:Iteration 14Q (2469.530399 sec): 3 clusters Score: Raw -242275.891813 + Penalty 1497.137284 = -240778.754529 nChanged 23 SP:Iteration 15Q (2469.571146 sec): 3 clusters Score: Raw -242285.003790 + Penalty 1497.137284 = -240787.866506 nChanged 14 SP:Iteration 16Q (2469.624837 sec): 3 clusters Score: Raw -242290.057580 + Penalty 1497.137284 = -240792.920297 nChanged 13 SP:Iteration 17Q (2469.660696 sec): 3 clusters Score: Raw -242295.695175 + Penalty 1497.137284 = -240798.557891 nChanged 13 SP:Iteration 18Q (2469.717689 sec): 3 clusters Score: Raw -242300.746133 + Penalty 1497.137284 = -240803.608849 nChanged 11 SP:Iteration 19Q (2469.766762 sec): 3 clusters Score: Raw -242303.347464 + Penalty 1497.137284 = -240806.210180 nChanged 5 SP:Iteration 20F (2469.814245 sec): 3 clusters Score: Raw -242304.463173 + Penalty 1497.137284 = -240807.325889 nChanged 4 SP:Iteration 21Q (2469.865076 sec): 3 clusters Score: Raw -242305.529100 + Penalty 1497.137284 = -240808.391816 nChanged 4 SP:Iteration 22Q (2469.915346 sec): 3 clusters Score: Raw -242306.769439 + Penalty 1497.137284 = -240809.632155 nChanged 8 SP:Iteration 23Q (2469.962502 sec): 3 clusters Score: Raw -242309.071840 + Penalty 1497.137284 = -240811.934557 nChanged 9 SP:Iteration 24Q (2470.012842 sec): 3 clusters Score: Raw -242311.492725 + Penalty 1497.137284 = -240814.355441 nChanged 8 SP:Iteration 25Q (2470.048757 sec): 3 clusters Score: Raw -242313.930828 + Penalty 1497.137284 = -240816.793545 nChanged 10 SP:Iteration 26Q (2470.107574 sec): 3 clusters Score: Raw -242319.679701 + Penalty 1497.137284 = -240822.542418 nChanged 15 SP:Iteration 27Q (2470.156886 sec): 3 clusters Score: Raw -242323.256669 + Penalty 1497.137284 = -240826.119385 nChanged 9 SP:Iteration 28Q (2470.195164 sec): 3 clusters Score: Raw -242324.732003 + Penalty 1497.137284 = -240827.594719 nChanged 5 SP:Iteration 29Q (2470.250861 sec): 3 clusters Score: Raw -242325.750348 + Penalty 1497.137284 = -240828.613064 nChanged 5 SP:Iteration 30Q (2470.300642 sec): 3 clusters Score: Raw -242326.615695 + Penalty 1497.137284 = -240829.478411 nChanged 2 SP:Iteration 31Q (2470.351710 sec): 3 clusters Score: Raw -242327.066605 + Penalty 1497.137284 = -240829.929322 nChanged 4 SP:Iteration 32Q (2470.396925 sec): 3 clusters Score: Raw -242327.798158 + Penalty 1497.137284 = -240830.660874 nChanged 1 SP:Iteration 33Q (2470.451697 sec): 3 clusters Score: Raw -242328.142719 + Penalty 1497.137284 = -240831.005435 nChanged 1 SP:Iteration 34Q (2470.504619 sec): 3 clusters Score: Raw -242328.269536 + Penalty 1497.137284 = -240831.132252 nChanged 1 SP:Iteration 35Q (2470.554590 sec): 3 clusters Score: Raw -242328.446896 + Penalty 1497.137284 = -240831.309613 nChanged 1 SP:Iteration 36Q (2470.594345 sec): 3 clusters Score: Raw -242328.712016 + Penalty 1497.137284 = -240831.574732 nChanged 1 SP:Iteration 37Q (2470.654874 sec): 3 clusters Score: Raw -242328.821063 + Penalty 1497.137284 = -240831.683780 nChanged 0 SP:Iteration 38F (2470.704677 sec): 3 clusters Score: Raw -242328.821063 + Penalty 1497.137284 = -240831.683780 nChanged 0 Trying to split cluster 16 (17469 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2470.749613 sec): 2 clusters Score: Raw -1599269.233048 + Penalty 927.977400 = -1598341.255648 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2470.821468 sec): 3 clusters Score: Raw -1588531.609795 + Penalty 1855.954800 = -1586675.654995 nChanged 8017 SP:Iteration 1F (2470.882217 sec): 3 clusters Score: Raw -1593598.986966 + Penalty 1855.954800 = -1591743.032166 nChanged 1142 SP:Iteration 2F (2470.953277 sec): 3 clusters Score: Raw -1594223.142772 + Penalty 1855.954800 = -1592367.187971 nChanged 1115 SP:Iteration 3F (2471.035126 sec): 3 clusters Score: Raw -1594893.663271 + Penalty 1855.954800 = -1593037.708471 nChanged 1073 SP:Iteration 4F (2471.106645 sec): 3 clusters Score: Raw -1595621.634933 + Penalty 1855.954800 = -1593765.680132 nChanged 1035 SP:Iteration 5F (2471.165441 sec): 3 clusters Score: Raw -1596425.143542 + Penalty 1855.954800 = -1594569.188742 nChanged 957 SP:Iteration 6F (2471.235312 sec): 3 clusters Score: Raw -1597277.025152 + Penalty 1855.954800 = -1595421.070352 nChanged 759 SP:Iteration 7Q (2471.304383 sec): 3 clusters Score: Raw -1597950.111227 + Penalty 1855.954800 = -1596094.156427 nChanged 522 SP:Iteration 8Q (2471.383017 sec): 3 clusters Score: Raw -1598292.767419 + Penalty 1855.954800 = -1596436.812619 nChanged 347 SP:Iteration 9Q (2471.440519 sec): 3 clusters Score: Raw -1598457.881834 + Penalty 1855.954800 = -1596601.927033 nChanged 257 SP:Iteration 10Q (2471.504865 sec): 3 clusters Score: Raw -1598564.764647 + Penalty 1855.954800 = -1596708.809847 nChanged 222 SP:Iteration 11Q (2471.573520 sec): 3 clusters Score: Raw -1598651.272864 + Penalty 1855.954800 = -1596795.318063 nChanged 219 SP:Iteration 12Q (2471.649697 sec): 3 clusters Score: Raw -1598731.176026 + Penalty 1855.954800 = -1596875.221225 nChanged 203 SP:Iteration 13Q (2471.708222 sec): 3 clusters Score: Raw -1598809.760789 + Penalty 1855.954800 = -1596953.805988 nChanged 199 SP:Iteration 14Q (2471.776556 sec): 3 clusters Score: Raw -1598883.740013 + Penalty 1855.954800 = -1597027.785213 nChanged 176 SP:Iteration 15Q (2471.851208 sec): 3 clusters Score: Raw -1598950.910739 + Penalty 1855.954800 = -1597094.955939 nChanged 164 SP:Iteration 16Q (2471.909037 sec): 3 clusters Score: Raw -1599009.962824 + Penalty 1855.954800 = -1597154.008024 nChanged 152 SP:Iteration 17Q (2471.978664 sec): 3 clusters Score: Raw -1599062.247431 + Penalty 1855.954800 = -1597206.292630 nChanged 138 SP:Iteration 18Q (2472.057841 sec): 3 clusters Score: Raw -1599110.456790 + Penalty 1855.954800 = -1597254.501989 nChanged 119 SP:Iteration 19Q (2472.117335 sec): 3 clusters Score: Raw -1599147.826384 + Penalty 1855.954800 = -1597291.871583 nChanged 104 SP:Iteration 20F (2472.199050 sec): 3 clusters Score: Raw -1599181.673744 + Penalty 1855.954800 = -1597325.718943 nChanged 110 SP:Iteration 21Q (2472.265560 sec): 3 clusters Score: Raw -1599222.090476 + Penalty 1855.954800 = -1597366.135676 nChanged 114 SP:Iteration 22Q (2472.323861 sec): 3 clusters Score: Raw -1599266.003282 + Penalty 1855.954800 = -1597410.048482 nChanged 100 SP:Iteration 23Q (2472.390953 sec): 3 clusters Score: Raw -1599303.894484 + Penalty 1855.954800 = -1597447.939683 nChanged 80 SP:Iteration 24Q (2472.466916 sec): 3 clusters Score: Raw -1599329.562387 + Penalty 1855.954800 = -1597473.607586 nChanged 68 SP:Iteration 25Q (2472.535950 sec): 3 clusters Score: Raw -1599347.921300 + Penalty 1855.954800 = -1597491.966500 nChanged 50 SP:Iteration 26Q (2472.592649 sec): 3 clusters Score: Raw -1599359.385928 + Penalty 1855.954800 = -1597503.431128 nChanged 47 SP:Iteration 27Q (2472.666512 sec): 3 clusters Score: Raw -1599371.941106 + Penalty 1855.954800 = -1597515.986306 nChanged 56 SP:Iteration 28Q (2472.723245 sec): 3 clusters Score: Raw -1599387.521470 + Penalty 1855.954800 = -1597531.566670 nChanged 52 SP:Iteration 29Q (2472.785204 sec): 3 clusters Score: Raw -1599399.919061 + Penalty 1855.954800 = -1597543.964260 nChanged 49 SP:Iteration 30Q (2472.860418 sec): 3 clusters Score: Raw -1599412.423248 + Penalty 1855.954800 = -1597556.468447 nChanged 45 SP:Iteration 31Q (2472.923030 sec): 3 clusters Score: Raw -1599423.600020 + Penalty 1855.954800 = -1597567.645219 nChanged 33 SP:Iteration 32Q (2472.976709 sec): 3 clusters Score: Raw -1599433.227360 + Penalty 1855.954800 = -1597577.272559 nChanged 35 SP:Iteration 33Q (2473.042853 sec): 3 clusters Score: Raw -1599442.184721 + Penalty 1855.954800 = -1597586.229921 nChanged 20 SP:Iteration 34Q (2473.115900 sec): 3 clusters Score: Raw -1599445.783369 + Penalty 1855.954800 = -1597589.828569 nChanged 14 SP:Iteration 35Q (2473.175720 sec): 3 clusters Score: Raw -1599447.793089 + Penalty 1855.954800 = -1597591.838289 nChanged 10 SP:Iteration 36Q (2473.244787 sec): 3 clusters Score: Raw -1599449.265718 + Penalty 1855.954800 = -1597593.310918 nChanged 9 SP:Iteration 37Q (2473.299857 sec): 3 clusters Score: Raw -1599450.920393 + Penalty 1855.954800 = -1597594.965593 nChanged 9 SP:Iteration 38Q (2473.377729 sec): 3 clusters Score: Raw -1599452.432289 + Penalty 1855.954800 = -1597596.477488 nChanged 8 SP:Iteration 39Q (2473.438703 sec): 3 clusters Score: Raw -1599453.639370 + Penalty 1855.954800 = -1597597.684570 nChanged 7 SP:Iteration 40F (2473.501095 sec): 3 clusters Score: Raw -1599454.565900 + Penalty 1855.954800 = -1597598.611100 nChanged 5 SP:Iteration 41Q (2473.568322 sec): 3 clusters Score: Raw -1599455.647869 + Penalty 1855.954800 = -1597599.693068 nChanged 8 SP:Iteration 42Q (2473.645201 sec): 3 clusters Score: Raw -1599456.859023 + Penalty 1855.954800 = -1597600.904223 nChanged 6 SP:Iteration 43Q (2473.713501 sec): 3 clusters Score: Raw -1599458.034930 + Penalty 1855.954800 = -1597602.080129 nChanged 5 SP:Iteration 44Q (2473.778343 sec): 3 clusters Score: Raw -1599459.242931 + Penalty 1855.954800 = -1597603.288131 nChanged 5 SP:Iteration 45Q (2473.842258 sec): 3 clusters Score: Raw -1599460.297769 + Penalty 1855.954800 = -1597604.342969 nChanged 6 SP:Iteration 46Q (2473.900232 sec): 3 clusters Score: Raw -1599461.232075 + Penalty 1855.954800 = -1597605.277275 nChanged 4 SP:Iteration 47Q (2473.968585 sec): 3 clusters Score: Raw -1599461.842805 + Penalty 1855.954800 = -1597605.888004 nChanged 6 SP:Iteration 48Q (2474.034605 sec): 3 clusters Score: Raw -1599462.702975 + Penalty 1855.954800 = -1597606.748175 nChanged 5 SP:Iteration 49Q (2474.111859 sec): 3 clusters Score: Raw -1599463.479305 + Penalty 1855.954800 = -1597607.524504 nChanged 7 SP:Iteration 50Q (2474.177078 sec): 3 clusters Score: Raw -1599464.553091 + Penalty 1855.954800 = -1597608.598290 nChanged 4 SP:Iteration 51Q (2474.238511 sec): 3 clusters Score: Raw -1599465.864560 + Penalty 1855.954800 = -1597609.909760 nChanged 9 SP:Iteration 52Q (2474.299415 sec): 3 clusters Score: Raw -1599468.229965 + Penalty 1855.954800 = -1597612.275165 nChanged 8 SP:Iteration 53Q (2474.359488 sec): 3 clusters Score: Raw -1599470.075613 + Penalty 1855.954800 = -1597614.120812 nChanged 8 SP:Iteration 54Q (2474.426445 sec): 3 clusters Score: Raw -1599471.488734 + Penalty 1855.954800 = -1597615.533934 nChanged 6 SP:Iteration 55Q (2474.495977 sec): 3 clusters Score: Raw -1599472.716685 + Penalty 1855.954800 = -1597616.761885 nChanged 5 SP:Iteration 56Q (2474.564408 sec): 3 clusters Score: Raw -1599473.483479 + Penalty 1855.954800 = -1597617.528679 nChanged 1 SP:Iteration 57Q (2474.622443 sec): 3 clusters Score: Raw -1599473.551210 + Penalty 1855.954800 = -1597617.596410 nChanged 0 SP:Iteration 58F (2474.688429 sec): 3 clusters Score: Raw -1599473.551210 + Penalty 1855.954800 = -1597617.596410 nChanged 0 Trying to split cluster 17 (56495 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2474.783329 sec): 2 clusters Score: Raw -5164581.884679 + Penalty 1039.481205 = -5163542.403475 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2474.897365 sec): 3 clusters Score: Raw -5127643.929368 + Penalty 2078.962409 = -5125564.966958 nChanged 27043 SP:Iteration 1F (2475.018353 sec): 3 clusters Score: Raw -5143374.566966 + Penalty 2078.962409 = -5141295.604557 nChanged 2054 SP:Iteration 2Q (2475.137943 sec): 3 clusters Score: Raw -5143923.915049 + Penalty 2078.962409 = -5141844.952640 nChanged 2109 SP:Iteration 3Q (2475.252551 sec): 3 clusters Score: Raw -5144558.267909 + Penalty 2078.962409 = -5142479.305500 nChanged 2309 SP:Iteration 4Q (2475.378269 sec): 3 clusters Score: Raw -5145414.479737 + Penalty 2078.962409 = -5143335.517328 nChanged 2783 SP:Iteration 5Q (2475.498274 sec): 3 clusters Score: Raw -5146767.323117 + Penalty 2078.962409 = -5144688.360708 nChanged 3402 SP:Iteration 6F (2475.613112 sec): 3 clusters Score: Raw -5148841.948319 + Penalty 2078.962409 = -5146762.985910 nChanged 3977 SP:Iteration 7F (2475.718209 sec): 3 clusters Score: Raw -5151704.091239 + Penalty 2078.962409 = -5149625.128830 nChanged 4023 SP:Iteration 8F (2475.839484 sec): 3 clusters Score: Raw -5154871.065943 + Penalty 2078.962409 = -5152792.103534 nChanged 3513 SP:Iteration 9F (2475.950797 sec): 3 clusters Score: Raw -5157785.284069 + Penalty 2078.962409 = -5155706.321660 nChanged 2908 SP:Iteration 10F (2476.068501 sec): 3 clusters Score: Raw -5160343.997433 + Penalty 2078.962409 = -5158265.035023 nChanged 2044 SP:Iteration 11Q (2476.186072 sec): 3 clusters Score: Raw -5162149.513928 + Penalty 2078.962409 = -5160070.551519 nChanged 1227 SP:Iteration 12Q (2476.303015 sec): 3 clusters Score: Raw -5163199.878445 + Penalty 2078.962409 = -5161120.916036 nChanged 791 SP:Iteration 13Q (2476.411006 sec): 3 clusters Score: Raw -5163849.588870 + Penalty 2078.962409 = -5161770.626460 nChanged 497 SP:Iteration 14Q (2476.521052 sec): 3 clusters Score: Raw -5164203.840515 + Penalty 2078.962409 = -5162124.878105 nChanged 327 SP:Iteration 15Q (2476.610242 sec): 3 clusters Score: Raw -5164411.643683 + Penalty 2078.962409 = -5162332.681274 nChanged 249 SP:Iteration 16Q (2476.724900 sec): 3 clusters Score: Raw -5164576.492129 + Penalty 2078.962409 = -5162497.529719 nChanged 179 SP:Iteration 17Q (2476.825142 sec): 3 clusters Score: Raw -5164683.897293 + Penalty 2078.962409 = -5162604.934884 nChanged 142 SP:Iteration 18Q (2476.934484 sec): 3 clusters Score: Raw -5164776.256604 + Penalty 2078.962409 = -5162697.294194 nChanged 120 SP:Iteration 19Q (2477.036639 sec): 3 clusters Score: Raw -5164842.915874 + Penalty 2078.962409 = -5162763.953464 nChanged 72 SP:Iteration 20F (2477.151776 sec): 3 clusters Score: Raw -5164879.942802 + Penalty 2078.962409 = -5162800.980393 nChanged 57 SP:Iteration 21Q (2477.257016 sec): 3 clusters Score: Raw -5164908.358477 + Penalty 2078.962409 = -5162829.396067 nChanged 43 SP:Iteration 22Q (2477.361468 sec): 3 clusters Score: Raw -5164928.468332 + Penalty 2078.962409 = -5162849.505922 nChanged 37 SP:Iteration 23Q (2477.465227 sec): 3 clusters Score: Raw -5164942.701438 + Penalty 2078.962409 = -5162863.739028 nChanged 24 SP:Iteration 24Q (2477.566834 sec): 3 clusters Score: Raw -5164952.245257 + Penalty 2078.962409 = -5162873.282848 nChanged 25 SP:Iteration 25Q (2477.670084 sec): 3 clusters Score: Raw -5164963.030598 + Penalty 2078.962409 = -5162884.068189 nChanged 29 SP:Iteration 26Q (2477.777134 sec): 3 clusters Score: Raw -5164978.267852 + Penalty 2078.962409 = -5162899.305442 nChanged 28 SP:Iteration 27Q (2477.883133 sec): 3 clusters Score: Raw -5164987.591629 + Penalty 2078.962409 = -5162908.629220 nChanged 17 SP:Iteration 28Q (2477.986358 sec): 3 clusters Score: Raw -5164994.278532 + Penalty 2078.962409 = -5162915.316123 nChanged 18 SP:Iteration 29Q (2478.081320 sec): 3 clusters Score: Raw -5165002.159975 + Penalty 2078.962409 = -5162923.197566 nChanged 17 SP:Iteration 30Q (2478.201033 sec): 3 clusters Score: Raw -5165009.630832 + Penalty 2078.962409 = -5162930.668423 nChanged 20 SP:Iteration 31Q (2478.308144 sec): 3 clusters Score: Raw -5165019.770106 + Penalty 2078.962409 = -5162940.807696 nChanged 20 SP:Iteration 32Q (2478.418749 sec): 3 clusters Score: Raw -5165028.314451 + Penalty 2078.962409 = -5162949.352041 nChanged 20 SP:Iteration 33Q (2478.527435 sec): 3 clusters Score: Raw -5165035.766205 + Penalty 2078.962409 = -5162956.803795 nChanged 10 SP:Iteration 34Q (2478.632642 sec): 3 clusters Score: Raw -5165039.455382 + Penalty 2078.962409 = -5162960.492972 nChanged 14 SP:Iteration 35Q (2478.732470 sec): 3 clusters Score: Raw -5165045.164538 + Penalty 2078.962409 = -5162966.202129 nChanged 12 SP:Iteration 36Q (2478.833483 sec): 3 clusters Score: Raw -5165049.166028 + Penalty 2078.962409 = -5162970.203619 nChanged 10 SP:Iteration 37Q (2478.928108 sec): 3 clusters Score: Raw -5165053.289391 + Penalty 2078.962409 = -5162974.326982 nChanged 9 SP:Iteration 38Q (2479.039643 sec): 3 clusters Score: Raw -5165055.286419 + Penalty 2078.962409 = -5162976.324009 nChanged 8 SP:Iteration 39Q (2479.135734 sec): 3 clusters Score: Raw -5165057.910622 + Penalty 2078.962409 = -5162978.948212 nChanged 6 SP:Iteration 40F (2479.257517 sec): 3 clusters Score: Raw -5165059.991223 + Penalty 2078.962409 = -5162981.028814 nChanged 3 SP:Iteration 41Q (2479.355149 sec): 3 clusters Score: Raw -5165060.639589 + Penalty 2078.962409 = -5162981.677180 nChanged 1 SP:Iteration 42Q (2479.458719 sec): 3 clusters Score: Raw -5165060.740771 + Penalty 2078.962409 = -5162981.778361 nChanged 2 SP:Iteration 43Q (2479.560742 sec): 3 clusters Score: Raw -5165061.200593 + Penalty 2078.962409 = -5162982.238184 nChanged 3 SP:Iteration 44Q (2479.662325 sec): 3 clusters Score: Raw -5165061.712660 + Penalty 2078.962409 = -5162982.750250 nChanged 0 SP:Iteration 45F (2479.778916 sec): 3 clusters Score: Raw -5165061.712660 + Penalty 2078.962409 = -5162982.750250 nChanged 0 Trying to split cluster 18 (1791 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2479.810535 sec): 2 clusters Score: Raw -159175.413232 + Penalty 711.600293 = -158463.812939 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2479.859729 sec): 3 clusters Score: Raw -158285.991965 + Penalty 1423.200586 = -156862.791379 nChanged 705 SP:Iteration 1F (2479.909641 sec): 3 clusters Score: Raw -158676.503890 + Penalty 1423.200586 = -157253.303303 nChanged 140 SP:Iteration 2F (2479.952181 sec): 3 clusters Score: Raw -158775.710852 + Penalty 1423.200586 = -157352.510266 nChanged 103 SP:Iteration 3F (2479.989987 sec): 3 clusters Score: Raw -158842.654750 + Penalty 1423.200586 = -157419.454164 nChanged 64 SP:Iteration 4Q (2480.043384 sec): 3 clusters Score: Raw -158877.694064 + Penalty 1423.200586 = -157454.493477 nChanged 54 SP:Iteration 5Q (2480.093124 sec): 3 clusters Score: Raw -158919.789589 + Penalty 1423.200586 = -157496.589003 nChanged 58 SP:Iteration 6Q (2480.144197 sec): 3 clusters Score: Raw -159005.955782 + Penalty 1423.200586 = -157582.755196 nChanged 79 SP:Iteration 7Q (2480.187490 sec): 3 clusters Score: Raw -159084.231121 + Penalty 1423.200586 = -157661.030535 nChanged 80 SP:Iteration 8Q (2480.230855 sec): 3 clusters Score: Raw -159176.095488 + Penalty 1423.200586 = -157752.894901 nChanged 86 SP:Iteration 9Q (2480.282251 sec): 3 clusters Score: Raw -159240.998882 + Penalty 1423.200586 = -157817.798296 nChanged 72 SP:Iteration 10Q (2480.332937 sec): 3 clusters Score: Raw -159298.391306 + Penalty 1423.200586 = -157875.190719 nChanged 74 SP:Iteration 11Q (2480.389773 sec): 3 clusters Score: Raw -159353.524643 + Penalty 1423.200586 = -157930.324057 nChanged 55 SP:Iteration 12Q (2480.441763 sec): 3 clusters Score: Raw -159391.897814 + Penalty 1423.200586 = -157968.697228 nChanged 38 SP:Iteration 13Q (2480.497000 sec): 3 clusters Score: Raw -159417.707940 + Penalty 1423.200586 = -157994.507354 nChanged 30 SP:Iteration 14Q (2480.548046 sec): 3 clusters Score: Raw -159431.730395 + Penalty 1423.200586 = -158008.529808 nChanged 21 SP:Iteration 15Q (2480.599613 sec): 3 clusters Score: Raw -159440.698398 + Penalty 1423.200586 = -158017.497811 nChanged 11 SP:Iteration 16Q (2480.649545 sec): 3 clusters Score: Raw -159445.189168 + Penalty 1423.200586 = -158021.988581 nChanged 11 SP:Iteration 17Q (2480.688808 sec): 3 clusters Score: Raw -159449.693893 + Penalty 1423.200586 = -158026.493306 nChanged 12 SP:Iteration 18Q (2480.739898 sec): 3 clusters Score: Raw -159457.166141 + Penalty 1423.200586 = -158033.965554 nChanged 11 SP:Iteration 19Q (2480.790074 sec): 3 clusters Score: Raw -159463.068271 + Penalty 1423.200586 = -158039.867684 nChanged 10 SP:Iteration 20F (2480.840622 sec): 3 clusters Score: Raw -159466.721111 + Penalty 1423.200586 = -158043.520524 nChanged 8 SP:Iteration 21Q (2480.898740 sec): 3 clusters Score: Raw -159469.314579 + Penalty 1423.200586 = -158046.113993 nChanged 9 SP:Iteration 22Q (2480.943595 sec): 3 clusters Score: Raw -159473.211056 + Penalty 1423.200586 = -158050.010469 nChanged 8 SP:Iteration 23Q (2480.993678 sec): 3 clusters Score: Raw -159475.911650 + Penalty 1423.200586 = -158052.711064 nChanged 5 SP:Iteration 24Q (2481.055189 sec): 3 clusters Score: Raw -159478.230465 + Penalty 1423.200586 = -158055.029879 nChanged 5 SP:Iteration 25Q (2481.103124 sec): 3 clusters Score: Raw -159480.127603 + Penalty 1423.200586 = -158056.927017 nChanged 5 SP:Iteration 26Q (2481.153605 sec): 3 clusters Score: Raw -159481.882039 + Penalty 1423.200586 = -158058.681452 nChanged 2 SP:Iteration 27Q (2481.202984 sec): 3 clusters Score: Raw -159483.260046 + Penalty 1423.200586 = -158060.059460 nChanged 3 SP:Iteration 28Q (2481.255269 sec): 3 clusters Score: Raw -159484.058510 + Penalty 1423.200586 = -158060.857924 nChanged 2 SP:Iteration 29Q (2481.298984 sec): 3 clusters Score: Raw -159484.818150 + Penalty 1423.200586 = -158061.617563 nChanged 1 SP:Iteration 30Q (2481.347270 sec): 3 clusters Score: Raw -159484.956637 + Penalty 1423.200586 = -158061.756050 nChanged 0 SP:Iteration 31F (2481.390933 sec): 3 clusters Score: Raw -159484.956637 + Penalty 1423.200586 = -158061.756050 nChanged 0 Trying to split cluster 19 (28850 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2481.442345 sec): 2 clusters Score: Raw -2782328.718111 + Penalty 975.637201 = -2781353.080911 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2481.533041 sec): 3 clusters Score: Raw -2764030.664281 + Penalty 1951.274402 = -2762079.389880 nChanged 13514 SP:Iteration 1F (2481.616802 sec): 3 clusters Score: Raw -2771927.959934 + Penalty 1951.274402 = -2769976.685533 nChanged 1265 SP:Iteration 2Q (2481.705864 sec): 3 clusters Score: Raw -2772356.282565 + Penalty 1951.274402 = -2770405.008163 nChanged 1242 SP:Iteration 3Q (2481.793752 sec): 3 clusters Score: Raw -2772818.405633 + Penalty 1951.274402 = -2770867.131231 nChanged 1325 SP:Iteration 4Q (2481.877869 sec): 3 clusters Score: Raw -2773338.933339 + Penalty 1951.274402 = -2771387.658938 nChanged 1313 SP:Iteration 5Q (2481.962894 sec): 3 clusters Score: Raw -2773878.663936 + Penalty 1951.274402 = -2771927.389535 nChanged 1408 SP:Iteration 6Q (2482.038853 sec): 3 clusters Score: Raw -2774593.122119 + Penalty 1951.274402 = -2772641.847717 nChanged 1638 SP:Iteration 7F (2482.121990 sec): 3 clusters Score: Raw -2775575.247666 + Penalty 1951.274402 = -2773623.973264 nChanged 1809 SP:Iteration 8F (2482.204033 sec): 3 clusters Score: Raw -2776840.023207 + Penalty 1951.274402 = -2774888.748806 nChanged 1814 SP:Iteration 9F (2482.293643 sec): 3 clusters Score: Raw -2778187.526387 + Penalty 1951.274402 = -2776236.251985 nChanged 1709 SP:Iteration 10F (2482.371053 sec): 3 clusters Score: Raw -2779518.216862 + Penalty 1951.274402 = -2777566.942460 nChanged 1402 SP:Iteration 11Q (2482.451402 sec): 3 clusters Score: Raw -2780611.415028 + Penalty 1951.274402 = -2778660.140626 nChanged 985 SP:Iteration 12Q (2482.541019 sec): 3 clusters Score: Raw -2781355.273730 + Penalty 1951.274402 = -2779403.999328 nChanged 615 SP:Iteration 13Q (2482.610871 sec): 3 clusters Score: Raw -2781829.162011 + Penalty 1951.274402 = -2779877.887609 nChanged 362 SP:Iteration 14Q (2482.688416 sec): 3 clusters Score: Raw -2782115.117973 + Penalty 1951.274402 = -2780163.843571 nChanged 211 SP:Iteration 15Q (2482.756413 sec): 3 clusters Score: Raw -2782280.889739 + Penalty 1951.274402 = -2780329.615338 nChanged 125 SP:Iteration 16Q (2482.832289 sec): 3 clusters Score: Raw -2782378.835249 + Penalty 1951.274402 = -2780427.560847 nChanged 83 SP:Iteration 17Q (2482.901903 sec): 3 clusters Score: Raw -2782439.474777 + Penalty 1951.274402 = -2780488.200375 nChanged 54 SP:Iteration 18Q (2482.966898 sec): 3 clusters Score: Raw -2782477.251818 + Penalty 1951.274402 = -2780525.977416 nChanged 40 SP:Iteration 19Q (2483.035974 sec): 3 clusters Score: Raw -2782502.367005 + Penalty 1951.274402 = -2780551.092603 nChanged 24 SP:Iteration 20F (2483.110885 sec): 3 clusters Score: Raw -2782516.157406 + Penalty 1951.274402 = -2780564.883005 nChanged 20 SP:Iteration 21Q (2483.184288 sec): 3 clusters Score: Raw -2782525.250028 + Penalty 1951.274402 = -2780573.975627 nChanged 10 SP:Iteration 22Q (2483.257979 sec): 3 clusters Score: Raw -2782529.758336 + Penalty 1951.274402 = -2780578.483934 nChanged 9 SP:Iteration 23Q (2483.333830 sec): 3 clusters Score: Raw -2782533.647409 + Penalty 1951.274402 = -2780582.373007 nChanged 8 SP:Iteration 24Q (2483.409803 sec): 3 clusters Score: Raw -2782536.820625 + Penalty 1951.274402 = -2780585.546223 nChanged 3 SP:Iteration 25Q (2483.490283 sec): 3 clusters Score: Raw -2782537.779414 + Penalty 1951.274402 = -2780586.505013 nChanged 0 SP:Iteration 26F (2483.573236 sec): 3 clusters Score: Raw -2782537.779414 + Penalty 1951.274402 = -2780586.505013 nChanged 0 Trying to split cluster 20 (20680 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2483.619821 sec): 2 clusters Score: Raw -1763132.471798 + Penalty 944.007621 = -1762188.464177 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2483.693382 sec): 3 clusters Score: Raw -1750144.523332 + Penalty 1888.015242 = -1748256.508090 nChanged 9686 SP:Iteration 1F (2483.761451 sec): 3 clusters Score: Raw -1755925.459351 + Penalty 1888.015242 = -1754037.444109 nChanged 1069 SP:Iteration 2F (2483.844219 sec): 3 clusters Score: Raw -1756524.165885 + Penalty 1888.015242 = -1754636.150643 nChanged 1220 SP:Iteration 3F (2483.905011 sec): 3 clusters Score: Raw -1757294.554734 + Penalty 1888.015242 = -1755406.539492 nChanged 1296 SP:Iteration 4F (2483.978935 sec): 3 clusters Score: Raw -1758240.487004 + Penalty 1888.015242 = -1756352.471762 nChanged 1343 SP:Iteration 5F (2484.062655 sec): 3 clusters Score: Raw -1759182.604346 + Penalty 1888.015242 = -1757294.589103 nChanged 1242 SP:Iteration 6F (2484.127998 sec): 3 clusters Score: Raw -1760006.239272 + Penalty 1888.015242 = -1758118.224030 nChanged 1071 SP:Iteration 7F (2484.211777 sec): 3 clusters Score: Raw -1760645.143696 + Penalty 1888.015242 = -1758757.128453 nChanged 858 SP:Iteration 8Q (2484.286125 sec): 3 clusters Score: Raw -1761053.452779 + Penalty 1888.015242 = -1759165.437537 nChanged 634 SP:Iteration 9Q (2484.348742 sec): 3 clusters Score: Raw -1761281.675507 + Penalty 1888.015242 = -1759393.660264 nChanged 483 SP:Iteration 10Q (2484.428705 sec): 3 clusters Score: Raw -1761432.786636 + Penalty 1888.015242 = -1759544.771394 nChanged 376 SP:Iteration 11Q (2484.501367 sec): 3 clusters Score: Raw -1761539.669184 + Penalty 1888.015242 = -1759651.653942 nChanged 325 SP:Iteration 12Q (2484.578350 sec): 3 clusters Score: Raw -1761633.509789 + Penalty 1888.015242 = -1759745.494546 nChanged 312 SP:Iteration 13Q (2484.649369 sec): 3 clusters Score: Raw -1761713.109371 + Penalty 1888.015242 = -1759825.094129 nChanged 269 SP:Iteration 14Q (2484.713996 sec): 3 clusters Score: Raw -1761780.190637 + Penalty 1888.015242 = -1759892.175395 nChanged 233 SP:Iteration 15Q (2484.788705 sec): 3 clusters Score: Raw -1761837.657976 + Penalty 1888.015242 = -1759949.642734 nChanged 242 SP:Iteration 16Q (2484.858198 sec): 3 clusters Score: Raw -1761904.129254 + Penalty 1888.015242 = -1760016.114012 nChanged 259 SP:Iteration 17Q (2484.942872 sec): 3 clusters Score: Raw -1761986.179702 + Penalty 1888.015242 = -1760098.164459 nChanged 276 SP:Iteration 18Q (2485.017254 sec): 3 clusters Score: Raw -1762068.808404 + Penalty 1888.015242 = -1760180.793161 nChanged 296 SP:Iteration 19Q (2485.081629 sec): 3 clusters Score: Raw -1762173.311791 + Penalty 1888.015242 = -1760285.296549 nChanged 322 SP:Iteration 20F (2485.152891 sec): 3 clusters Score: Raw -1762307.304217 + Penalty 1888.015242 = -1760419.288974 nChanged 325 SP:Iteration 21Q (2485.232283 sec): 3 clusters Score: Raw -1762446.121591 + Penalty 1888.015242 = -1760558.106349 nChanged 344 SP:Iteration 22Q (2485.291604 sec): 3 clusters Score: Raw -1762603.757376 + Penalty 1888.015242 = -1760715.742133 nChanged 340 SP:Iteration 23Q (2485.371581 sec): 3 clusters Score: Raw -1762767.553710 + Penalty 1888.015242 = -1760879.538467 nChanged 329 SP:Iteration 24Q (2485.444694 sec): 3 clusters Score: Raw -1762899.589202 + Penalty 1888.015242 = -1761011.573959 nChanged 289 SP:Iteration 25Q (2485.519691 sec): 3 clusters Score: Raw -1763002.174237 + Penalty 1888.015242 = -1761114.158994 nChanged 276 SP:Iteration 26Q (2485.587984 sec): 3 clusters Score: Raw -1763091.837972 + Penalty 1888.015242 = -1761203.822730 nChanged 250 SP:Iteration 27Q (2485.659328 sec): 3 clusters Score: Raw -1763163.679072 + Penalty 1888.015242 = -1761275.663830 nChanged 205 SP:Iteration 28Q (2485.732976 sec): 3 clusters Score: Raw -1763213.635902 + Penalty 1888.015242 = -1761325.620660 nChanged 191 SP:Iteration 29Q (2485.806700 sec): 3 clusters Score: Raw -1763254.867099 + Penalty 1888.015242 = -1761366.851857 nChanged 159 SP:Iteration 30Q (2485.877391 sec): 3 clusters Score: Raw -1763290.732250 + Penalty 1888.015242 = -1761402.717008 nChanged 178 SP:Iteration 31Q (2485.951460 sec): 3 clusters Score: Raw -1763331.418840 + Penalty 1888.015242 = -1761443.403598 nChanged 155 SP:Iteration 32Q (2486.024753 sec): 3 clusters Score: Raw -1763364.604502 + Penalty 1888.015242 = -1761476.589260 nChanged 146 SP:Iteration 33Q (2486.095836 sec): 3 clusters Score: Raw -1763400.691210 + Penalty 1888.015242 = -1761512.675967 nChanged 157 SP:Iteration 34Q (2486.162807 sec): 3 clusters Score: Raw -1763434.965961 + Penalty 1888.015242 = -1761546.950718 nChanged 116 SP:Iteration 35Q (2486.242713 sec): 3 clusters Score: Raw -1763459.643182 + Penalty 1888.015242 = -1761571.627940 nChanged 128 SP:Iteration 36Q (2486.312282 sec): 3 clusters Score: Raw -1763484.308052 + Penalty 1888.015242 = -1761596.292809 nChanged 127 SP:Iteration 37Q (2486.381834 sec): 3 clusters Score: Raw -1763506.160285 + Penalty 1888.015242 = -1761618.145042 nChanged 105 SP:Iteration 38Q (2486.443049 sec): 3 clusters Score: Raw -1763524.675586 + Penalty 1888.015242 = -1761636.660344 nChanged 104 SP:Iteration 39Q (2486.522144 sec): 3 clusters Score: Raw -1763543.259481 + Penalty 1888.015242 = -1761655.244239 nChanged 103 SP:Iteration 40F (2486.585302 sec): 3 clusters Score: Raw -1763561.911465 + Penalty 1888.015242 = -1761673.896223 nChanged 93 SP:Iteration 41Q (2486.667471 sec): 3 clusters Score: Raw -1763577.818927 + Penalty 1888.015242 = -1761689.803685 nChanged 96 SP:Iteration 42Q (2486.734344 sec): 3 clusters Score: Raw -1763594.070902 + Penalty 1888.015242 = -1761706.055660 nChanged 86 SP:Iteration 43Q (2486.798123 sec): 3 clusters Score: Raw -1763608.376957 + Penalty 1888.015242 = -1761720.361715 nChanged 82 SP:Iteration 44Q (2486.867118 sec): 3 clusters Score: Raw -1763623.029185 + Penalty 1888.015242 = -1761735.013942 nChanged 90 SP:Iteration 45Q (2486.936899 sec): 3 clusters Score: Raw -1763638.607823 + Penalty 1888.015242 = -1761750.592580 nChanged 84 SP:Iteration 46Q (2487.003426 sec): 3 clusters Score: Raw -1763653.045252 + Penalty 1888.015242 = -1761765.030010 nChanged 89 SP:Iteration 47Q (2487.078199 sec): 3 clusters Score: Raw -1763667.106527 + Penalty 1888.015242 = -1761779.091285 nChanged 70 SP:Iteration 48Q (2487.152080 sec): 3 clusters Score: Raw -1763678.632761 + Penalty 1888.015242 = -1761790.617518 nChanged 72 SP:Iteration 49Q (2487.223969 sec): 3 clusters Score: Raw -1763689.717360 + Penalty 1888.015242 = -1761801.702117 nChanged 73 SP:Iteration 50Q (2487.282024 sec): 3 clusters Score: Raw -1763701.124062 + Penalty 1888.015242 = -1761813.108820 nChanged 68 SP:Iteration 51Q (2487.356884 sec): 3 clusters Score: Raw -1763710.498994 + Penalty 1888.015242 = -1761822.483751 nChanged 50 SP:Iteration 52Q (2487.432752 sec): 3 clusters Score: Raw -1763717.413017 + Penalty 1888.015242 = -1761829.397775 nChanged 34 SP:Iteration 53Q (2487.504752 sec): 3 clusters Score: Raw -1763721.085427 + Penalty 1888.015242 = -1761833.070185 nChanged 19 SP:Iteration 54Q (2487.561364 sec): 3 clusters Score: Raw -1763723.279803 + Penalty 1888.015242 = -1761835.264561 nChanged 19 SP:Iteration 55Q (2487.631499 sec): 3 clusters Score: Raw -1763725.426477 + Penalty 1888.015242 = -1761837.411235 nChanged 18 SP:Iteration 56Q (2487.703832 sec): 3 clusters Score: Raw -1763727.339040 + Penalty 1888.015242 = -1761839.323798 nChanged 16 SP:Iteration 57Q (2487.772951 sec): 3 clusters Score: Raw -1763729.003203 + Penalty 1888.015242 = -1761840.987961 nChanged 21 SP:Iteration 58Q (2487.844744 sec): 3 clusters Score: Raw -1763730.594055 + Penalty 1888.015242 = -1761842.578813 nChanged 13 SP:Iteration 59Q (2487.919039 sec): 3 clusters Score: Raw -1763731.592446 + Penalty 1888.015242 = -1761843.577204 nChanged 17 SP:Iteration 60F (2487.987530 sec): 3 clusters Score: Raw -1763732.954551 + Penalty 1888.015242 = -1761844.939308 nChanged 10 SP:Iteration 61Q (2488.062769 sec): 3 clusters Score: Raw -1763733.802201 + Penalty 1888.015242 = -1761845.786959 nChanged 10 SP:Iteration 62Q (2488.133356 sec): 3 clusters Score: Raw -1763734.593361 + Penalty 1888.015242 = -1761846.578118 nChanged 6 SP:Iteration 63Q (2488.201441 sec): 3 clusters Score: Raw -1763735.325153 + Penalty 1888.015242 = -1761847.309911 nChanged 11 SP:Iteration 64Q (2488.277124 sec): 3 clusters Score: Raw -1763735.989647 + Penalty 1888.015242 = -1761847.974405 nChanged 8 SP:Iteration 65Q (2488.338078 sec): 3 clusters Score: Raw -1763736.595378 + Penalty 1888.015242 = -1761848.580135 nChanged 7 SP:Iteration 66Q (2488.418849 sec): 3 clusters Score: Raw -1763737.178164 + Penalty 1888.015242 = -1761849.162922 nChanged 10 SP:Iteration 67Q (2488.490810 sec): 3 clusters Score: Raw -1763738.135054 + Penalty 1888.015242 = -1761850.119812 nChanged 7 SP:Iteration 68Q (2488.559821 sec): 3 clusters Score: Raw -1763738.535503 + Penalty 1888.015242 = -1761850.520261 nChanged 5 SP:Iteration 69Q (2488.624608 sec): 3 clusters Score: Raw -1763738.820286 + Penalty 1888.015242 = -1761850.805043 nChanged 3 SP:Iteration 70Q (2488.690404 sec): 3 clusters Score: Raw -1763739.220924 + Penalty 1888.015242 = -1761851.205682 nChanged 8 SP:Iteration 71Q (2488.769630 sec): 3 clusters Score: Raw -1763739.899124 + Penalty 1888.015242 = -1761851.883881 nChanged 8 SP:Iteration 72Q (2488.835771 sec): 3 clusters Score: Raw -1763740.671335 + Penalty 1888.015242 = -1761852.656092 nChanged 14 SP:Iteration 73Q (2488.914597 sec): 3 clusters Score: Raw -1763741.972838 + Penalty 1888.015242 = -1761853.957595 nChanged 11 SP:Iteration 74Q (2488.988258 sec): 3 clusters Score: Raw -1763742.754211 + Penalty 1888.015242 = -1761854.738969 nChanged 11 SP:Iteration 75Q (2489.062489 sec): 3 clusters Score: Raw -1763743.522853 + Penalty 1888.015242 = -1761855.507610 nChanged 10 SP:Iteration 76Q (2489.134194 sec): 3 clusters Score: Raw -1763744.400200 + Penalty 1888.015242 = -1761856.384958 nChanged 11 SP:Iteration 77Q (2489.205260 sec): 3 clusters Score: Raw -1763745.433218 + Penalty 1888.015242 = -1761857.417976 nChanged 11 SP:Iteration 78Q (2489.270778 sec): 3 clusters Score: Raw -1763746.175792 + Penalty 1888.015242 = -1761858.160550 nChanged 6 SP:Iteration 79Q (2489.344624 sec): 3 clusters Score: Raw -1763746.533569 + Penalty 1888.015242 = -1761858.518327 nChanged 6 SP:Iteration 80F (2489.420009 sec): 3 clusters Score: Raw -1763747.014823 + Penalty 1888.015242 = -1761858.999581 nChanged 8 SP:Iteration 81Q (2489.491779 sec): 3 clusters Score: Raw -1763747.666719 + Penalty 1888.015242 = -1761859.651477 nChanged 10 SP:Iteration 82Q (2489.559732 sec): 3 clusters Score: Raw -1763748.386113 + Penalty 1888.015242 = -1761860.370871 nChanged 4 SP:Iteration 83Q (2489.633223 sec): 3 clusters Score: Raw -1763748.731103 + Penalty 1888.015242 = -1761860.715860 nChanged 2 SP:Iteration 84Q (2489.690367 sec): 3 clusters Score: Raw -1763748.937483 + Penalty 1888.015242 = -1761860.922240 nChanged 1 SP:Iteration 85Q (2489.756504 sec): 3 clusters Score: Raw -1763749.053037 + Penalty 1888.015242 = -1761861.037795 nChanged 0 SP:Iteration 86F (2489.825533 sec): 3 clusters Score: Raw -1763749.053037 + Penalty 1888.015242 = -1761861.037795 nChanged 0 Trying to split cluster 21 (31030 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2489.871528 sec): 2 clusters Score: Raw -2987639.449276 + Penalty 982.557427 = -2986656.891849 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2489.939119 sec): 3 clusters Score: Raw -2967927.643023 + Penalty 1965.114854 = -2965962.528169 nChanged 14531 SP:Iteration 1F (2490.014868 sec): 3 clusters Score: Raw -2976622.706470 + Penalty 1965.114854 = -2974657.591616 nChanged 1620 SP:Iteration 2F (2490.095034 sec): 3 clusters Score: Raw -2977324.894874 + Penalty 1965.114854 = -2975359.780020 nChanged 1748 SP:Iteration 3F (2490.182060 sec): 3 clusters Score: Raw -2978258.153972 + Penalty 1965.114854 = -2976293.039118 nChanged 1890 SP:Iteration 4F (2490.261131 sec): 3 clusters Score: Raw -2979544.104000 + Penalty 1965.114854 = -2977578.989146 nChanged 2038 SP:Iteration 5F (2490.350103 sec): 3 clusters Score: Raw -2981282.161068 + Penalty 1965.114854 = -2979317.046214 nChanged 1846 SP:Iteration 6F (2490.437923 sec): 3 clusters Score: Raw -2983076.620307 + Penalty 1965.114854 = -2981111.505453 nChanged 1554 SP:Iteration 7F (2490.532070 sec): 3 clusters Score: Raw -2984576.269255 + Penalty 1965.114854 = -2982611.154401 nChanged 1177 SP:Iteration 8Q (2490.621951 sec): 3 clusters Score: Raw -2985562.002322 + Penalty 1965.114854 = -2983596.887468 nChanged 799 SP:Iteration 9Q (2490.709543 sec): 3 clusters Score: Raw -2986101.220079 + Penalty 1965.114854 = -2984136.105225 nChanged 568 SP:Iteration 10Q (2490.786145 sec): 3 clusters Score: Raw -2986427.745909 + Penalty 1965.114854 = -2984462.631055 nChanged 461 SP:Iteration 11Q (2490.872774 sec): 3 clusters Score: Raw -2986686.829478 + Penalty 1965.114854 = -2984721.714624 nChanged 360 SP:Iteration 12Q (2490.964344 sec): 3 clusters Score: Raw -2986862.182494 + Penalty 1965.114854 = -2984897.067641 nChanged 294 SP:Iteration 13Q (2491.036525 sec): 3 clusters Score: Raw -2987008.228581 + Penalty 1965.114854 = -2985043.113727 nChanged 285 SP:Iteration 14Q (2491.120495 sec): 3 clusters Score: Raw -2987139.960428 + Penalty 1965.114854 = -2985174.845574 nChanged 249 SP:Iteration 15Q (2491.197160 sec): 3 clusters Score: Raw -2987255.353353 + Penalty 1965.114854 = -2985290.238499 nChanged 244 SP:Iteration 16Q (2491.269828 sec): 3 clusters Score: Raw -2987372.012891 + Penalty 1965.114854 = -2985406.898037 nChanged 213 SP:Iteration 17Q (2491.357579 sec): 3 clusters Score: Raw -2987468.948508 + Penalty 1965.114854 = -2985503.833654 nChanged 175 SP:Iteration 18Q (2491.432779 sec): 3 clusters Score: Raw -2987550.166101 + Penalty 1965.114854 = -2985585.051247 nChanged 143 SP:Iteration 19Q (2491.513682 sec): 3 clusters Score: Raw -2987604.775068 + Penalty 1965.114854 = -2985639.660214 nChanged 124 SP:Iteration 20F (2491.596837 sec): 3 clusters Score: Raw -2987650.395664 + Penalty 1965.114854 = -2985685.280810 nChanged 106 SP:Iteration 21Q (2491.667952 sec): 3 clusters Score: Raw -2987685.496937 + Penalty 1965.114854 = -2985720.382083 nChanged 80 SP:Iteration 22Q (2491.753153 sec): 3 clusters Score: Raw -2987714.729956 + Penalty 1965.114854 = -2985749.615102 nChanged 78 SP:Iteration 23Q (2491.826487 sec): 3 clusters Score: Raw -2987745.448553 + Penalty 1965.114854 = -2985780.333699 nChanged 69 SP:Iteration 24Q (2491.908199 sec): 3 clusters Score: Raw -2987775.703338 + Penalty 1965.114854 = -2985810.588484 nChanged 66 SP:Iteration 25Q (2491.993891 sec): 3 clusters Score: Raw -2987803.976243 + Penalty 1965.114854 = -2985838.861389 nChanged 72 SP:Iteration 26Q (2492.079801 sec): 3 clusters Score: Raw -2987831.639896 + Penalty 1965.114854 = -2985866.525043 nChanged 54 SP:Iteration 27Q (2492.163105 sec): 3 clusters Score: Raw -2987850.468239 + Penalty 1965.114854 = -2985885.353385 nChanged 39 SP:Iteration 28Q (2492.245427 sec): 3 clusters Score: Raw -2987861.465014 + Penalty 1965.114854 = -2985896.350160 nChanged 20 SP:Iteration 29Q (2492.324944 sec): 3 clusters Score: Raw -2987866.832074 + Penalty 1965.114854 = -2985901.717220 nChanged 13 SP:Iteration 30Q (2492.404634 sec): 3 clusters Score: Raw -2987869.972427 + Penalty 1965.114854 = -2985904.857573 nChanged 9 SP:Iteration 31Q (2492.488098 sec): 3 clusters Score: Raw -2987871.917045 + Penalty 1965.114854 = -2985906.802191 nChanged 11 SP:Iteration 32Q (2492.568771 sec): 3 clusters Score: Raw -2987874.229846 + Penalty 1965.114854 = -2985909.114992 nChanged 11 SP:Iteration 33Q (2492.645850 sec): 3 clusters Score: Raw -2987877.690026 + Penalty 1965.114854 = -2985912.575172 nChanged 14 SP:Iteration 34Q (2492.722699 sec): 3 clusters Score: Raw -2987882.202221 + Penalty 1965.114854 = -2985917.087367 nChanged 14 SP:Iteration 35Q (2492.796105 sec): 3 clusters Score: Raw -2987886.797460 + Penalty 1965.114854 = -2985921.682606 nChanged 15 SP:Iteration 36Q (2492.881101 sec): 3 clusters Score: Raw -2987893.141667 + Penalty 1965.114854 = -2985928.026813 nChanged 18 SP:Iteration 37Q (2492.960265 sec): 3 clusters Score: Raw -2987899.905478 + Penalty 1965.114854 = -2985934.790624 nChanged 17 SP:Iteration 38Q (2493.038210 sec): 3 clusters Score: Raw -2987905.132327 + Penalty 1965.114854 = -2985940.017473 nChanged 14 SP:Iteration 39Q (2493.119873 sec): 3 clusters Score: Raw -2987909.080904 + Penalty 1965.114854 = -2985943.966050 nChanged 9 SP:Iteration 40F (2493.206737 sec): 3 clusters Score: Raw -2987911.802076 + Penalty 1965.114854 = -2985946.687222 nChanged 8 SP:Iteration 41Q (2493.280467 sec): 3 clusters Score: Raw -2987915.690187 + Penalty 1965.114854 = -2985950.575333 nChanged 8 SP:Iteration 42Q (2493.347053 sec): 3 clusters Score: Raw -2987918.298848 + Penalty 1965.114854 = -2985953.183994 nChanged 6 SP:Iteration 43Q (2493.428391 sec): 3 clusters Score: Raw -2987920.034865 + Penalty 1965.114854 = -2985954.920011 nChanged 7 SP:Iteration 44Q (2493.501809 sec): 3 clusters Score: Raw -2987923.030601 + Penalty 1965.114854 = -2985957.915747 nChanged 14 SP:Iteration 45Q (2493.580127 sec): 3 clusters Score: Raw -2987927.204315 + Penalty 1965.114854 = -2985962.089461 nChanged 9 SP:Iteration 46Q (2493.659929 sec): 3 clusters Score: Raw -2987929.501347 + Penalty 1965.114854 = -2985964.386493 nChanged 9 SP:Iteration 47Q (2493.739203 sec): 3 clusters Score: Raw -2987932.667968 + Penalty 1965.114854 = -2985967.553114 nChanged 8 SP:Iteration 48Q (2493.812318 sec): 3 clusters Score: Raw -2987934.269643 + Penalty 1965.114854 = -2985969.154789 nChanged 6 SP:Iteration 49Q (2493.891137 sec): 3 clusters Score: Raw -2987936.053537 + Penalty 1965.114854 = -2985970.938683 nChanged 6 SP:Iteration 50Q (2493.966667 sec): 3 clusters Score: Raw -2987938.453866 + Penalty 1965.114854 = -2985973.339012 nChanged 6 SP:Iteration 51Q (2494.044636 sec): 3 clusters Score: Raw -2987940.973698 + Penalty 1965.114854 = -2985975.858844 nChanged 6 SP:Iteration 52Q (2494.110684 sec): 3 clusters Score: Raw -2987942.513849 + Penalty 1965.114854 = -2985977.398995 nChanged 5 SP:Iteration 53Q (2494.193558 sec): 3 clusters Score: Raw -2987943.765237 + Penalty 1965.114854 = -2985978.650383 nChanged 7 SP:Iteration 54Q (2494.276229 sec): 3 clusters Score: Raw -2987946.098297 + Penalty 1965.114854 = -2985980.983444 nChanged 4 SP:Iteration 55Q (2494.352151 sec): 3 clusters Score: Raw -2987947.368500 + Penalty 1965.114854 = -2985982.253646 nChanged 6 SP:Iteration 56Q (2494.428309 sec): 3 clusters Score: Raw -2987948.243678 + Penalty 1965.114854 = -2985983.128824 nChanged 3 SP:Iteration 57Q (2494.502728 sec): 3 clusters Score: Raw -2987948.700872 + Penalty 1965.114854 = -2985983.586018 nChanged 2 SP:Iteration 58Q (2494.581118 sec): 3 clusters Score: Raw -2987949.024292 + Penalty 1965.114854 = -2985983.909438 nChanged 2 SP:Iteration 59Q (2494.644356 sec): 3 clusters Score: Raw -2987949.345559 + Penalty 1965.114854 = -2985984.230705 nChanged 0 SP:Iteration 60F (2494.724971 sec): 3 clusters Score: Raw -2987949.345559 + Penalty 1965.114854 = -2985984.230705 nChanged 0 Trying to split cluster 22 (125547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2494.888487 sec): 2 clusters Score: Raw -12052547.822518 + Penalty 1115.341370 = -12051432.481148 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2495.092873 sec): 3 clusters Score: Raw -11968840.764024 + Penalty 2230.682739 = -11966610.081285 nChanged 61098 SP:Iteration 1F (2495.299562 sec): 3 clusters Score: Raw -12006791.781350 + Penalty 2230.682739 = -12004561.098611 nChanged 5353 SP:Iteration 2Q (2495.509539 sec): 3 clusters Score: Raw -12008845.438092 + Penalty 2230.682739 = -12006614.755353 nChanged 5915 SP:Iteration 3Q (2495.731727 sec): 3 clusters Score: Raw -12011756.050542 + Penalty 2230.682739 = -12009525.367803 nChanged 6670 SP:Iteration 4F (2495.939375 sec): 3 clusters Score: Raw -12015957.505160 + Penalty 2230.682739 = -12013726.822421 nChanged 7578 SP:Iteration 5F (2496.148963 sec): 3 clusters Score: Raw -12021689.274857 + Penalty 2230.682739 = -12019458.592117 nChanged 8031 SP:Iteration 6F (2496.347922 sec): 3 clusters Score: Raw -12027712.487855 + Penalty 2230.682739 = -12025481.805116 nChanged 7126 SP:Iteration 7F (2496.548910 sec): 3 clusters Score: Raw -12031926.724413 + Penalty 2230.682739 = -12029696.041674 nChanged 5154 SP:Iteration 8Q (2496.735092 sec): 3 clusters Score: Raw -12033971.812729 + Penalty 2230.682739 = -12031741.129989 nChanged 3227 SP:Iteration 9Q (2496.947738 sec): 3 clusters Score: Raw -12034840.008417 + Penalty 2230.682739 = -12032609.325678 nChanged 2165 SP:Iteration 10Q (2497.162253 sec): 3 clusters Score: Raw -12035345.578807 + Penalty 2230.682739 = -12033114.896067 nChanged 1641 SP:Iteration 11Q (2497.367087 sec): 3 clusters Score: Raw -12035722.215674 + Penalty 2230.682739 = -12033491.532935 nChanged 1523 SP:Iteration 12Q (2497.562149 sec): 3 clusters Score: Raw -12036055.948238 + Penalty 2230.682739 = -12033825.265499 nChanged 1415 SP:Iteration 13Q (2497.779372 sec): 3 clusters Score: Raw -12036360.227260 + Penalty 2230.682739 = -12034129.544520 nChanged 1315 SP:Iteration 14Q (2497.985236 sec): 3 clusters Score: Raw -12036631.384256 + Penalty 2230.682739 = -12034400.701517 nChanged 1272 SP:Iteration 15Q (2498.176625 sec): 3 clusters Score: Raw -12036887.899629 + Penalty 2230.682739 = -12034657.216889 nChanged 1303 SP:Iteration 16Q (2498.361378 sec): 3 clusters Score: Raw -12037152.799144 + Penalty 2230.682739 = -12034922.116405 nChanged 1307 SP:Iteration 17Q (2498.568935 sec): 3 clusters Score: Raw -12037416.857577 + Penalty 2230.682739 = -12035186.174838 nChanged 1420 SP:Iteration 18Q (2498.769665 sec): 3 clusters Score: Raw -12037707.272275 + Penalty 2230.682739 = -12035476.589536 nChanged 1471 SP:Iteration 19Q (2498.974928 sec): 3 clusters Score: Raw -12038033.369472 + Penalty 2230.682739 = -12035802.686733 nChanged 1572 SP:Iteration 20F (2499.172244 sec): 3 clusters Score: Raw -12038404.228016 + Penalty 2230.682739 = -12036173.545276 nChanged 1665 SP:Iteration 21Q (2499.369711 sec): 3 clusters Score: Raw -12038834.785624 + Penalty 2230.682739 = -12036604.102885 nChanged 1833 SP:Iteration 22Q (2499.573155 sec): 3 clusters Score: Raw -12039347.877887 + Penalty 2230.682739 = -12037117.195148 nChanged 1947 SP:Iteration 23Q (2499.758606 sec): 3 clusters Score: Raw -12039941.260725 + Penalty 2230.682739 = -12037710.577986 nChanged 2056 SP:Iteration 24Q (2499.956782 sec): 3 clusters Score: Raw -12040629.688996 + Penalty 2230.682739 = -12038399.006257 nChanged 2205 SP:Iteration 25Q (2500.151307 sec): 3 clusters Score: Raw -12041441.526687 + Penalty 2230.682739 = -12039210.843948 nChanged 2284 SP:Iteration 26Q (2500.354092 sec): 3 clusters Score: Raw -12042349.345984 + Penalty 2230.682739 = -12040118.663245 nChanged 2426 SP:Iteration 27Q (2500.534689 sec): 3 clusters Score: Raw -12043407.325970 + Penalty 2230.682739 = -12041176.643231 nChanged 2503 SP:Iteration 28Q (2500.720087 sec): 3 clusters Score: Raw -12044587.808209 + Penalty 2230.682739 = -12042357.125470 nChanged 2480 SP:Iteration 29Q (2500.904937 sec): 3 clusters Score: Raw -12045869.433069 + Penalty 2230.682739 = -12043638.750329 nChanged 2439 SP:Iteration 30Q (2501.081078 sec): 3 clusters Score: Raw -12047213.221656 + Penalty 2230.682739 = -12044982.538917 nChanged 2245 SP:Iteration 31Q (2501.261955 sec): 3 clusters Score: Raw -12048502.870134 + Penalty 2230.682739 = -12046272.187395 nChanged 1989 SP:Iteration 32Q (2501.437153 sec): 3 clusters Score: Raw -12049654.374436 + Penalty 2230.682739 = -12047423.691697 nChanged 1628 SP:Iteration 33Q (2501.624949 sec): 3 clusters Score: Raw -12050589.156203 + Penalty 2230.682739 = -12048358.473464 nChanged 1260 SP:Iteration 34Q (2501.814341 sec): 3 clusters Score: Raw -12051292.832700 + Penalty 2230.682739 = -12049062.149961 nChanged 922 SP:Iteration 35Q (2501.989252 sec): 3 clusters Score: Raw -12051796.109616 + Penalty 2230.682739 = -12049565.426877 nChanged 624 SP:Iteration 36Q (2502.172191 sec): 3 clusters Score: Raw -12052121.702264 + Penalty 2230.682739 = -12049891.019524 nChanged 412 SP:Iteration 37Q (2502.343988 sec): 3 clusters Score: Raw -12052330.780802 + Penalty 2230.682739 = -12050100.098063 nChanged 263 SP:Iteration 38Q (2502.511027 sec): 3 clusters Score: Raw -12052455.659960 + Penalty 2230.682739 = -12050224.977221 nChanged 198 SP:Iteration 39Q (2502.674177 sec): 3 clusters Score: Raw -12052541.207079 + Penalty 2230.682739 = -12050310.524340 nChanged 135 SP:Iteration 40F (2502.873854 sec): 3 clusters Score: Raw -12052598.908021 + Penalty 2230.682739 = -12050368.225282 nChanged 113 SP:Iteration 41Q (2503.042391 sec): 3 clusters Score: Raw -12052653.177026 + Penalty 2230.682739 = -12050422.494287 nChanged 75 SP:Iteration 42Q (2503.212197 sec): 3 clusters Score: Raw -12052689.870226 + Penalty 2230.682739 = -12050459.187487 nChanged 52 SP:Iteration 43Q (2503.387213 sec): 3 clusters Score: Raw -12052714.470847 + Penalty 2230.682739 = -12050483.788107 nChanged 45 SP:Iteration 44Q (2503.547905 sec): 3 clusters Score: Raw -12052733.901757 + Penalty 2230.682739 = -12050503.219018 nChanged 39 SP:Iteration 45Q (2503.713775 sec): 3 clusters Score: Raw -12052750.733695 + Penalty 2230.682739 = -12050520.050955 nChanged 28 SP:Iteration 46Q (2503.872555 sec): 3 clusters Score: Raw -12052762.790444 + Penalty 2230.682739 = -12050532.107705 nChanged 21 SP:Iteration 47Q (2504.051449 sec): 3 clusters Score: Raw -12052771.478352 + Penalty 2230.682739 = -12050540.795613 nChanged 20 SP:Iteration 48Q (2504.231858 sec): 3 clusters Score: Raw -12052777.873598 + Penalty 2230.682739 = -12050547.190859 nChanged 10 SP:Iteration 49Q (2504.404461 sec): 3 clusters Score: Raw -12052781.639095 + Penalty 2230.682739 = -12050550.956356 nChanged 12 SP:Iteration 50Q (2504.573078 sec): 3 clusters Score: Raw -12052785.239699 + Penalty 2230.682739 = -12050554.556960 nChanged 7 SP:Iteration 51Q (2504.727946 sec): 3 clusters Score: Raw -12052786.898710 + Penalty 2230.682739 = -12050556.215971 nChanged 6 SP:Iteration 52Q (2504.896003 sec): 3 clusters Score: Raw -12052788.238055 + Penalty 2230.682739 = -12050557.555316 nChanged 5 SP:Iteration 53Q (2505.073756 sec): 3 clusters Score: Raw -12052789.212045 + Penalty 2230.682739 = -12050558.529306 nChanged 3 SP:Iteration 54Q (2505.247836 sec): 3 clusters Score: Raw -12052789.952569 + Penalty 2230.682739 = -12050559.269830 nChanged 5 SP:Iteration 55Q (2505.423395 sec): 3 clusters Score: Raw -12052791.755302 + Penalty 2230.682739 = -12050561.072563 nChanged 4 SP:Iteration 56Q (2505.601643 sec): 3 clusters Score: Raw -12052793.213536 + Penalty 2230.682739 = -12050562.530797 nChanged 6 SP:Iteration 57Q (2505.768727 sec): 3 clusters Score: Raw -12052794.278381 + Penalty 2230.682739 = -12050563.595641 nChanged 3 SP:Iteration 58Q (2505.939096 sec): 3 clusters Score: Raw -12052795.132815 + Penalty 2230.682739 = -12050564.450076 nChanged 2 SP:Iteration 59Q (2506.105934 sec): 3 clusters Score: Raw -12052795.462417 + Penalty 2230.682739 = -12050564.779678 nChanged 1 SP:Iteration 60F (2506.305770 sec): 3 clusters Score: Raw -12052795.777260 + Penalty 2230.682739 = -12050565.094521 nChanged 2 SP:Iteration 61Q (2506.460372 sec): 3 clusters Score: Raw -12052796.272866 + Penalty 2230.682739 = -12050565.590127 nChanged 1 SP:Iteration 62Q (2506.633069 sec): 3 clusters Score: Raw -12052797.464144 + Penalty 2230.682739 = -12050566.781405 nChanged 2 SP:Iteration 63Q (2506.794302 sec): 3 clusters Score: Raw -12052798.797122 + Penalty 2230.682739 = -12050568.114382 nChanged 5 SP:Iteration 64Q (2506.965779 sec): 3 clusters Score: Raw -12052800.547196 + Penalty 2230.682739 = -12050569.864457 nChanged 3 SP:Iteration 65Q (2507.143494 sec): 3 clusters Score: Raw -12052801.270755 + Penalty 2230.682739 = -12050570.588016 nChanged 3 SP:Iteration 66Q (2507.313792 sec): 3 clusters Score: Raw -12052802.015278 + Penalty 2230.682739 = -12050571.332538 nChanged 4 SP:Iteration 67Q (2507.482428 sec): 3 clusters Score: Raw -12052802.837911 + Penalty 2230.682739 = -12050572.155172 nChanged 2 SP:Iteration 68Q (2507.663518 sec): 3 clusters Score: Raw -12052803.132868 + Penalty 2230.682739 = -12050572.450129 nChanged 1 SP:Iteration 69Q (2507.835986 sec): 3 clusters Score: Raw -12052803.499750 + Penalty 2230.682739 = -12050572.817011 nChanged 2 SP:Iteration 70Q (2507.996790 sec): 3 clusters Score: Raw -12052804.238332 + Penalty 2230.682739 = -12050573.555593 nChanged 1 SP:Iteration 71Q (2508.149699 sec): 3 clusters Score: Raw -12052805.847382 + Penalty 2230.682739 = -12050575.164642 nChanged 2 SP:Iteration 72Q (2508.322002 sec): 3 clusters Score: Raw -12052806.437276 + Penalty 2230.682739 = -12050575.754537 nChanged 2 SP:Iteration 73Q (2508.481438 sec): 3 clusters Score: Raw -12052807.323786 + Penalty 2230.682739 = -12050576.641046 nChanged 3 SP:Iteration 74Q (2508.649177 sec): 3 clusters Score: Raw -12052808.126380 + Penalty 2230.682739 = -12050577.443641 nChanged 1 SP:Iteration 75Q (2508.815929 sec): 3 clusters Score: Raw -12052808.610031 + Penalty 2230.682739 = -12050577.927291 nChanged 2 SP:Iteration 76Q (2508.961901 sec): 3 clusters Score: Raw -12052808.862360 + Penalty 2230.682739 = -12050578.179620 nChanged 0 SP:Iteration 77F (2509.170301 sec): 3 clusters Score: Raw -12052808.862360 + Penalty 2230.682739 = -12050578.179620 nChanged 0 Trying to split cluster 23 (178 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2509.208428 sec): 2 clusters Score: Raw -12471.175454 + Penalty 492.269437 = -11978.906017 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2509.245261 sec): 3 clusters Score: Raw -12671.289254 + Penalty 984.538875 = -11686.750380 nChanged 49 SP:Iteration 1F (2509.283754 sec): 3 clusters Score: Raw -12801.302593 + Penalty 984.538875 = -11816.763718 nChanged 10 SP:Iteration 2F (2509.329456 sec): 3 clusters Score: Raw -12869.813540 + Penalty 984.538875 = -11885.274666 nChanged 9 SP:Iteration 3F (2509.382176 sec): 3 clusters Score: Raw -12895.334254 + Penalty 984.538875 = -11910.795380 nChanged 2 SP:Iteration 4Q (2509.424939 sec): 3 clusters Score: Raw -12898.437438 + Penalty 984.538875 = -11913.898563 nChanged 1 SP:Iteration 5Q (2509.458161 sec): 3 clusters Score: Raw -12899.515668 + Penalty 984.538875 = -11914.976794 nChanged 0 SP:Iteration 6F (2509.490429 sec): 3 clusters Score: Raw -12899.515668 + Penalty 984.538875 = -11914.976794 nChanged 0 Trying to split cluster 24 (4175 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2509.529950 sec): 2 clusters Score: Raw -360411.219386 + Penalty 792.002616 = -359619.216770 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2509.569768 sec): 3 clusters Score: Raw -358159.604589 + Penalty 1584.005231 = -356575.599358 nChanged 1720 SP:Iteration 1F (2509.627206 sec): 3 clusters Score: Raw -359088.010548 + Penalty 1584.005231 = -357504.005317 nChanged 270 SP:Iteration 2F (2509.678313 sec): 3 clusters Score: Raw -359249.111045 + Penalty 1584.005231 = -357665.105814 nChanged 239 SP:Iteration 3F (2509.719014 sec): 3 clusters Score: Raw -359398.007517 + Penalty 1584.005231 = -357814.002286 nChanged 226 SP:Iteration 4F (2509.766084 sec): 3 clusters Score: Raw -359526.503937 + Penalty 1584.005231 = -357942.498706 nChanged 206 SP:Iteration 5Q (2509.813488 sec): 3 clusters Score: Raw -359647.078520 + Penalty 1584.005231 = -358063.073289 nChanged 195 SP:Iteration 6Q (2509.861470 sec): 3 clusters Score: Raw -359764.875146 + Penalty 1584.005231 = -358180.869914 nChanged 209 SP:Iteration 7F (2509.918192 sec): 3 clusters Score: Raw -359896.266312 + Penalty 1584.005231 = -358312.261081 nChanged 207 SP:Iteration 8Q (2509.969227 sec): 3 clusters Score: Raw -360031.042331 + Penalty 1584.005231 = -358447.037100 nChanged 199 SP:Iteration 9Q (2510.013540 sec): 3 clusters Score: Raw -360161.990525 + Penalty 1584.005231 = -358577.985294 nChanged 183 SP:Iteration 10Q (2510.068128 sec): 3 clusters Score: Raw -360285.882067 + Penalty 1584.005231 = -358701.876836 nChanged 172 SP:Iteration 11Q (2510.134062 sec): 3 clusters Score: Raw -360389.292727 + Penalty 1584.005231 = -358805.287496 nChanged 128 SP:Iteration 12Q (2510.188868 sec): 3 clusters Score: Raw -360472.344286 + Penalty 1584.005231 = -358888.339055 nChanged 101 SP:Iteration 13Q (2510.243374 sec): 3 clusters Score: Raw -360530.610046 + Penalty 1584.005231 = -358946.604815 nChanged 83 SP:Iteration 14Q (2510.297273 sec): 3 clusters Score: Raw -360575.538631 + Penalty 1584.005231 = -358991.533400 nChanged 69 SP:Iteration 15Q (2510.340101 sec): 3 clusters Score: Raw -360604.321853 + Penalty 1584.005231 = -359020.316622 nChanged 48 SP:Iteration 16Q (2510.394974 sec): 3 clusters Score: Raw -360620.752087 + Penalty 1584.005231 = -359036.746856 nChanged 34 SP:Iteration 17Q (2510.448620 sec): 3 clusters Score: Raw -360633.867578 + Penalty 1584.005231 = -359049.862347 nChanged 34 SP:Iteration 18Q (2510.513119 sec): 3 clusters Score: Raw -360649.217119 + Penalty 1584.005231 = -359065.211888 nChanged 31 SP:Iteration 19Q (2510.560829 sec): 3 clusters Score: Raw -360661.978288 + Penalty 1584.005231 = -359077.973057 nChanged 35 SP:Iteration 20F (2510.611403 sec): 3 clusters Score: Raw -360674.026837 + Penalty 1584.005231 = -359090.021606 nChanged 35 SP:Iteration 21Q (2510.657692 sec): 3 clusters Score: Raw -360685.227703 + Penalty 1584.005231 = -359101.222472 nChanged 28 SP:Iteration 22Q (2510.709694 sec): 3 clusters Score: Raw -360694.665341 + Penalty 1584.005231 = -359110.660110 nChanged 24 SP:Iteration 23Q (2510.754224 sec): 3 clusters Score: Raw -360700.868452 + Penalty 1584.005231 = -359116.863221 nChanged 11 SP:Iteration 24Q (2510.806913 sec): 3 clusters Score: Raw -360703.417632 + Penalty 1584.005231 = -359119.412401 nChanged 10 SP:Iteration 25Q (2510.861024 sec): 3 clusters Score: Raw -360705.337458 + Penalty 1584.005231 = -359121.332227 nChanged 9 SP:Iteration 26Q (2510.927036 sec): 3 clusters Score: Raw -360707.899943 + Penalty 1584.005231 = -359123.894712 nChanged 12 SP:Iteration 27Q (2510.978001 sec): 3 clusters Score: Raw -360710.440237 + Penalty 1584.005231 = -359126.435006 nChanged 8 SP:Iteration 28Q (2511.023240 sec): 3 clusters Score: Raw -360711.319097 + Penalty 1584.005231 = -359127.313865 nChanged 9 SP:Iteration 29Q (2511.071717 sec): 3 clusters Score: Raw -360712.768882 + Penalty 1584.005231 = -359128.763651 nChanged 7 SP:Iteration 30Q (2511.133668 sec): 3 clusters Score: Raw -360714.056760 + Penalty 1584.005231 = -359130.051529 nChanged 6 SP:Iteration 31Q (2511.142128 sec): 3 clusters Score: Raw -360715.549986 + Penalty 1584.005231 = -359131.544755 nChanged 7 SP:Iteration 32Q (2511.156890 sec): 3 clusters Score: Raw -360717.237945 + Penalty 1584.005231 = -359133.232713 nChanged 9 SP:Iteration 33Q (2511.171690 sec): 3 clusters Score: Raw -360719.137040 + Penalty 1584.005231 = -359135.131809 nChanged 8 SP:Iteration 34Q (2511.186445 sec): 3 clusters Score: Raw -360720.941727 + Penalty 1584.005231 = -359136.936496 nChanged 3 SP:Iteration 35Q (2511.244235 sec): 3 clusters Score: Raw -360721.630931 + Penalty 1584.005231 = -359137.625700 nChanged 8 SP:Iteration 36Q (2511.294201 sec): 3 clusters Score: Raw -360723.659504 + Penalty 1584.005231 = -359139.654273 nChanged 8 SP:Iteration 37Q (2511.336692 sec): 3 clusters Score: Raw -360725.661512 + Penalty 1584.005231 = -359141.656281 nChanged 4 SP:Iteration 38Q (2511.391056 sec): 3 clusters Score: Raw -360726.733198 + Penalty 1584.005231 = -359142.727967 nChanged 3 SP:Iteration 39Q (2511.446374 sec): 3 clusters Score: Raw -360727.246076 + Penalty 1584.005231 = -359143.240845 nChanged 5 SP:Iteration 40F (2511.485204 sec): 3 clusters Score: Raw -360727.925996 + Penalty 1584.005231 = -359143.920765 nChanged 3 SP:Iteration 41Q (2511.534440 sec): 3 clusters Score: Raw -360728.214181 + Penalty 1584.005231 = -359144.208950 nChanged 1 SP:Iteration 42Q (2511.582753 sec): 3 clusters Score: Raw -360728.527063 + Penalty 1584.005231 = -359144.521831 nChanged 1 SP:Iteration 43Q (2511.629323 sec): 3 clusters Score: Raw -360730.127337 + Penalty 1584.005231 = -359146.122106 nChanged 5 SP:Iteration 44Q (2511.678389 sec): 3 clusters Score: Raw -360731.437789 + Penalty 1584.005231 = -359147.432558 nChanged 2 SP:Iteration 45Q (2511.724709 sec): 3 clusters Score: Raw -360731.792384 + Penalty 1584.005231 = -359147.787153 nChanged 2 SP:Iteration 46Q (2511.781611 sec): 3 clusters Score: Raw -360732.064957 + Penalty 1584.005231 = -359148.059726 nChanged 0 SP:Iteration 47F (2511.827094 sec): 3 clusters Score: Raw -360732.064957 + Penalty 1584.005231 = -359148.059726 nChanged 0 Trying to split cluster 25 (13854 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2511.852916 sec): 2 clusters Score: Raw -1327164.363811 + Penalty 905.951281 = -1326258.412530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2511.924682 sec): 3 clusters Score: Raw -1318712.566470 + Penalty 1811.902563 = -1316900.663907 nChanged 6328 SP:Iteration 1F (2511.984324 sec): 3 clusters Score: Raw -1322394.780335 + Penalty 1811.902563 = -1320582.877772 nChanged 670 SP:Iteration 2Q (2512.055415 sec): 3 clusters Score: Raw -1322652.215625 + Penalty 1811.902563 = -1320840.313062 nChanged 658 SP:Iteration 3Q (2512.110360 sec): 3 clusters Score: Raw -1322935.194854 + Penalty 1811.902563 = -1321123.292291 nChanged 632 SP:Iteration 4Q (2512.170410 sec): 3 clusters Score: Raw -1323227.496692 + Penalty 1811.902563 = -1321415.594129 nChanged 671 SP:Iteration 5Q (2512.232071 sec): 3 clusters Score: Raw -1323611.824345 + Penalty 1811.902563 = -1321799.921783 nChanged 735 SP:Iteration 6F (2512.298494 sec): 3 clusters Score: Raw -1324070.466370 + Penalty 1811.902563 = -1322258.563807 nChanged 780 SP:Iteration 7F (2512.362923 sec): 3 clusters Score: Raw -1324563.961314 + Penalty 1811.902563 = -1322752.058751 nChanged 738 SP:Iteration 8F (2512.428664 sec): 3 clusters Score: Raw -1325024.022027 + Penalty 1811.902563 = -1323212.119464 nChanged 660 SP:Iteration 9Q (2512.486834 sec): 3 clusters Score: Raw -1325411.720321 + Penalty 1811.902563 = -1323599.817758 nChanged 561 SP:Iteration 10Q (2512.557044 sec): 3 clusters Score: Raw -1325698.817420 + Penalty 1811.902563 = -1323886.914857 nChanged 424 SP:Iteration 11Q (2512.623341 sec): 3 clusters Score: Raw -1325877.929575 + Penalty 1811.902563 = -1324066.027012 nChanged 324 SP:Iteration 12Q (2512.674268 sec): 3 clusters Score: Raw -1326000.025174 + Penalty 1811.902563 = -1324188.122611 nChanged 281 SP:Iteration 13Q (2512.743901 sec): 3 clusters Score: Raw -1326097.662797 + Penalty 1811.902563 = -1324285.760234 nChanged 264 SP:Iteration 14Q (2512.801484 sec): 3 clusters Score: Raw -1326190.649514 + Penalty 1811.902563 = -1324378.746951 nChanged 204 SP:Iteration 15Q (2512.871864 sec): 3 clusters Score: Raw -1326248.299047 + Penalty 1811.902563 = -1324436.396484 nChanged 149 SP:Iteration 16Q (2512.928180 sec): 3 clusters Score: Raw -1326279.504422 + Penalty 1811.902563 = -1324467.601859 nChanged 121 SP:Iteration 17Q (2512.990942 sec): 3 clusters Score: Raw -1326303.507650 + Penalty 1811.902563 = -1324491.605087 nChanged 106 SP:Iteration 18Q (2513.058338 sec): 3 clusters Score: Raw -1326324.491862 + Penalty 1811.902563 = -1324512.589299 nChanged 107 SP:Iteration 19Q (2513.123616 sec): 3 clusters Score: Raw -1326341.914265 + Penalty 1811.902563 = -1324530.011702 nChanged 83 SP:Iteration 20F (2513.187452 sec): 3 clusters Score: Raw -1326357.574736 + Penalty 1811.902563 = -1324545.672173 nChanged 97 SP:Iteration 21Q (2513.250373 sec): 3 clusters Score: Raw -1326377.668102 + Penalty 1811.902563 = -1324565.765539 nChanged 91 SP:Iteration 22Q (2513.316404 sec): 3 clusters Score: Raw -1326391.522486 + Penalty 1811.902563 = -1324579.619924 nChanged 69 SP:Iteration 23Q (2513.374186 sec): 3 clusters Score: Raw -1326402.621061 + Penalty 1811.902563 = -1324590.718498 nChanged 72 SP:Iteration 24Q (2513.432098 sec): 3 clusters Score: Raw -1326412.886917 + Penalty 1811.902563 = -1324600.984355 nChanged 49 SP:Iteration 25Q (2513.499352 sec): 3 clusters Score: Raw -1326418.287224 + Penalty 1811.902563 = -1324606.384661 nChanged 41 SP:Iteration 26Q (2513.564112 sec): 3 clusters Score: Raw -1326422.467912 + Penalty 1811.902563 = -1324610.565349 nChanged 32 SP:Iteration 27Q (2513.615905 sec): 3 clusters Score: Raw -1326425.010104 + Penalty 1811.902563 = -1324613.107541 nChanged 25 SP:Iteration 28Q (2513.687680 sec): 3 clusters Score: Raw -1326428.915982 + Penalty 1811.902563 = -1324617.013419 nChanged 49 SP:Iteration 29Q (2513.747621 sec): 3 clusters Score: Raw -1326435.969511 + Penalty 1811.902563 = -1324624.066948 nChanged 49 SP:Iteration 30Q (2513.816573 sec): 3 clusters Score: Raw -1326441.945903 + Penalty 1811.902563 = -1324630.043340 nChanged 40 SP:Iteration 31Q (2513.873495 sec): 3 clusters Score: Raw -1326446.567941 + Penalty 1811.902563 = -1324634.665378 nChanged 48 SP:Iteration 32Q (2513.944652 sec): 3 clusters Score: Raw -1326452.193230 + Penalty 1811.902563 = -1324640.290668 nChanged 44 SP:Iteration 33Q (2514.006161 sec): 3 clusters Score: Raw -1326459.163821 + Penalty 1811.902563 = -1324647.261258 nChanged 54 SP:Iteration 34Q (2514.068861 sec): 3 clusters Score: Raw -1326468.151848 + Penalty 1811.902563 = -1324656.249285 nChanged 55 SP:Iteration 35Q (2514.118891 sec): 3 clusters Score: Raw -1326476.423944 + Penalty 1811.902563 = -1324664.521381 nChanged 51 SP:Iteration 36Q (2514.195552 sec): 3 clusters Score: Raw -1326486.383226 + Penalty 1811.902563 = -1324674.480663 nChanged 61 SP:Iteration 37Q (2514.257683 sec): 3 clusters Score: Raw -1326497.232033 + Penalty 1811.902563 = -1324685.329470 nChanged 57 SP:Iteration 38Q (2514.308338 sec): 3 clusters Score: Raw -1326509.682158 + Penalty 1811.902563 = -1324697.779595 nChanged 67 SP:Iteration 39Q (2514.378706 sec): 3 clusters Score: Raw -1326523.564159 + Penalty 1811.902563 = -1324711.661596 nChanged 82 SP:Iteration 40F (2514.428823 sec): 3 clusters Score: Raw -1326540.364828 + Penalty 1811.902563 = -1324728.462265 nChanged 90 SP:Iteration 41Q (2514.485050 sec): 3 clusters Score: Raw -1326556.002509 + Penalty 1811.902563 = -1324744.099946 nChanged 76 SP:Iteration 42Q (2514.546735 sec): 3 clusters Score: Raw -1326569.224143 + Penalty 1811.902563 = -1324757.321580 nChanged 71 SP:Iteration 43Q (2514.616016 sec): 3 clusters Score: Raw -1326581.300897 + Penalty 1811.902563 = -1324769.398334 nChanged 64 SP:Iteration 44Q (2514.682902 sec): 3 clusters Score: Raw -1326590.663562 + Penalty 1811.902563 = -1324778.760999 nChanged 47 SP:Iteration 45Q (2514.739807 sec): 3 clusters Score: Raw -1326596.223413 + Penalty 1811.902563 = -1324784.320850 nChanged 53 SP:Iteration 46Q (2514.802745 sec): 3 clusters Score: Raw -1326603.400398 + Penalty 1811.902563 = -1324791.497835 nChanged 56 SP:Iteration 47Q (2514.861586 sec): 3 clusters Score: Raw -1326610.945164 + Penalty 1811.902563 = -1324799.042602 nChanged 65 SP:Iteration 48Q (2514.932897 sec): 3 clusters Score: Raw -1326620.334025 + Penalty 1811.902563 = -1324808.431463 nChanged 74 SP:Iteration 49Q (2514.987383 sec): 3 clusters Score: Raw -1326632.028847 + Penalty 1811.902563 = -1324820.126284 nChanged 78 SP:Iteration 50Q (2515.049253 sec): 3 clusters Score: Raw -1326643.829083 + Penalty 1811.902563 = -1324831.926520 nChanged 64 SP:Iteration 51Q (2515.117051 sec): 3 clusters Score: Raw -1326653.653435 + Penalty 1811.902563 = -1324841.750872 nChanged 68 SP:Iteration 52Q (2515.181737 sec): 3 clusters Score: Raw -1326662.753472 + Penalty 1811.902563 = -1324850.850909 nChanged 65 SP:Iteration 53Q (2515.246077 sec): 3 clusters Score: Raw -1326671.802311 + Penalty 1811.902563 = -1324859.899748 nChanged 69 SP:Iteration 54Q (2515.303578 sec): 3 clusters Score: Raw -1326682.815183 + Penalty 1811.902563 = -1324870.912620 nChanged 74 SP:Iteration 55Q (2515.358396 sec): 3 clusters Score: Raw -1326694.859396 + Penalty 1811.902563 = -1324882.956834 nChanged 78 SP:Iteration 56Q (2515.427877 sec): 3 clusters Score: Raw -1326708.324182 + Penalty 1811.902563 = -1324896.421619 nChanged 81 SP:Iteration 57Q (2515.483287 sec): 3 clusters Score: Raw -1326722.240963 + Penalty 1811.902563 = -1324910.338400 nChanged 76 SP:Iteration 58Q (2515.548901 sec): 3 clusters Score: Raw -1326735.120002 + Penalty 1811.902563 = -1324923.217439 nChanged 71 SP:Iteration 59Q (2515.611645 sec): 3 clusters Score: Raw -1326747.914933 + Penalty 1811.902563 = -1324936.012370 nChanged 99 SP:Iteration 60F (2515.661855 sec): 3 clusters Score: Raw -1326766.955200 + Penalty 1811.902563 = -1324955.052637 nChanged 94 SP:Iteration 61Q (2515.734905 sec): 3 clusters Score: Raw -1326785.118738 + Penalty 1811.902563 = -1324973.216175 nChanged 87 SP:Iteration 62Q (2515.802999 sec): 3 clusters Score: Raw -1326801.435185 + Penalty 1811.902563 = -1324989.532622 nChanged 79 SP:Iteration 63Q (2515.857764 sec): 3 clusters Score: Raw -1326814.737353 + Penalty 1811.902563 = -1325002.834790 nChanged 68 SP:Iteration 64Q (2515.922852 sec): 3 clusters Score: Raw -1326825.886095 + Penalty 1811.902563 = -1325013.983532 nChanged 73 SP:Iteration 65Q (2515.995107 sec): 3 clusters Score: Raw -1326836.818193 + Penalty 1811.902563 = -1325024.915630 nChanged 72 SP:Iteration 66Q (2516.052760 sec): 3 clusters Score: Raw -1326847.954251 + Penalty 1811.902563 = -1325036.051688 nChanged 61 SP:Iteration 67Q (2516.110120 sec): 3 clusters Score: Raw -1326857.247498 + Penalty 1811.902563 = -1325045.344936 nChanged 60 SP:Iteration 68Q (2516.174895 sec): 3 clusters Score: Raw -1326866.383748 + Penalty 1811.902563 = -1325054.481185 nChanged 69 SP:Iteration 69Q (2516.228711 sec): 3 clusters Score: Raw -1326875.817120 + Penalty 1811.902563 = -1325063.914557 nChanged 59 SP:Iteration 70Q (2516.292357 sec): 3 clusters Score: Raw -1326882.894868 + Penalty 1811.902563 = -1325070.992305 nChanged 59 SP:Iteration 71Q (2516.352900 sec): 3 clusters Score: Raw -1326890.548395 + Penalty 1811.902563 = -1325078.645832 nChanged 56 SP:Iteration 72Q (2516.410024 sec): 3 clusters Score: Raw -1326897.938693 + Penalty 1811.902563 = -1325086.036130 nChanged 50 SP:Iteration 73Q (2516.463426 sec): 3 clusters Score: Raw -1326905.769811 + Penalty 1811.902563 = -1325093.867248 nChanged 56 SP:Iteration 74Q (2516.526298 sec): 3 clusters Score: Raw -1326913.871893 + Penalty 1811.902563 = -1325101.969330 nChanged 55 SP:Iteration 75Q (2516.589035 sec): 3 clusters Score: Raw -1326920.458642 + Penalty 1811.902563 = -1325108.556079 nChanged 48 SP:Iteration 76Q (2516.653852 sec): 3 clusters Score: Raw -1326925.715868 + Penalty 1811.902563 = -1325113.813306 nChanged 48 SP:Iteration 77Q (2516.712872 sec): 3 clusters Score: Raw -1326931.614077 + Penalty 1811.902563 = -1325119.711514 nChanged 52 SP:Iteration 78Q (2516.775808 sec): 3 clusters Score: Raw -1326937.506389 + Penalty 1811.902563 = -1325125.603826 nChanged 43 SP:Iteration 79Q (2516.845365 sec): 3 clusters Score: Raw -1326943.295470 + Penalty 1811.902563 = -1325131.392907 nChanged 47 SP:Iteration 80F (2516.904255 sec): 3 clusters Score: Raw -1326949.928263 + Penalty 1811.902563 = -1325138.025700 nChanged 57 SP:Iteration 81Q (2516.960937 sec): 3 clusters Score: Raw -1326958.187778 + Penalty 1811.902563 = -1325146.285215 nChanged 57 SP:Iteration 82Q (2517.033013 sec): 3 clusters Score: Raw -1326965.566132 + Penalty 1811.902563 = -1325153.663569 nChanged 73 SP:Iteration 83Q (2517.093616 sec): 3 clusters Score: Raw -1326975.457894 + Penalty 1811.902563 = -1325163.555331 nChanged 54 SP:Iteration 84Q (2517.147136 sec): 3 clusters Score: Raw -1326983.370006 + Penalty 1811.902563 = -1325171.467443 nChanged 71 SP:Iteration 85Q (2517.218734 sec): 3 clusters Score: Raw -1326994.699382 + Penalty 1811.902563 = -1325182.796819 nChanged 68 SP:Iteration 86Q (2517.271033 sec): 3 clusters Score: Raw -1327006.434446 + Penalty 1811.902563 = -1325194.531883 nChanged 72 SP:Iteration 87Q (2517.333847 sec): 3 clusters Score: Raw -1327021.678655 + Penalty 1811.902563 = -1325209.776092 nChanged 80 SP:Iteration 88Q (2517.391256 sec): 3 clusters Score: Raw -1327035.282039 + Penalty 1811.902563 = -1325223.379477 nChanged 67 SP:Iteration 89Q (2517.451053 sec): 3 clusters Score: Raw -1327046.421267 + Penalty 1811.902563 = -1325234.518704 nChanged 65 SP:Iteration 90Q (2517.511287 sec): 3 clusters Score: Raw -1327055.993706 + Penalty 1811.902563 = -1325244.091143 nChanged 61 SP:Iteration 91Q (2517.571122 sec): 3 clusters Score: Raw -1327065.663885 + Penalty 1811.902563 = -1325253.761322 nChanged 65 SP:Iteration 92Q (2517.638626 sec): 3 clusters Score: Raw -1327077.089220 + Penalty 1811.902563 = -1325265.186657 nChanged 64 SP:Iteration 93Q (2517.689006 sec): 3 clusters Score: Raw -1327087.259006 + Penalty 1811.902563 = -1325275.356443 nChanged 68 SP:Iteration 94Q (2517.757271 sec): 3 clusters Score: Raw -1327099.054949 + Penalty 1811.902563 = -1325287.152386 nChanged 59 SP:Iteration 95Q (2517.816192 sec): 3 clusters Score: Raw -1327108.270231 + Penalty 1811.902563 = -1325296.367668 nChanged 50 SP:Iteration 96Q (2517.866707 sec): 3 clusters Score: Raw -1327115.553543 + Penalty 1811.902563 = -1325303.650980 nChanged 44 SP:Iteration 97Q (2517.930748 sec): 3 clusters Score: Raw -1327123.116552 + Penalty 1811.902563 = -1325311.213990 nChanged 55 SP:Iteration 98Q (2517.992546 sec): 3 clusters Score: Raw -1327131.602668 + Penalty 1811.902563 = -1325319.700106 nChanged 56 SP:Iteration 99Q (2518.051160 sec): 3 clusters Score: Raw -1327141.603399 + Penalty 1811.902563 = -1325329.700836 nChanged 56 SP:Iteration 100F (2518.113615 sec): 3 clusters Score: Raw -1327151.215438 + Penalty 1811.902563 = -1325339.312875 nChanged 57 SP:Iteration 101Q (2518.180912 sec): 3 clusters Score: Raw -1327161.031069 + Penalty 1811.902563 = -1325349.128506 nChanged 56 SP:Iteration 102Q (2518.228814 sec): 3 clusters Score: Raw -1327170.162375 + Penalty 1811.902563 = -1325358.259812 nChanged 45 SP:Iteration 103Q (2518.297180 sec): 3 clusters Score: Raw -1327176.508578 + Penalty 1811.902563 = -1325364.606015 nChanged 47 SP:Iteration 104Q (2518.359324 sec): 3 clusters Score: Raw -1327184.167789 + Penalty 1811.902563 = -1325372.265226 nChanged 48 SP:Iteration 105Q (2518.427751 sec): 3 clusters Score: Raw -1327192.657095 + Penalty 1811.902563 = -1325380.754532 nChanged 52 SP:Iteration 106Q (2518.493786 sec): 3 clusters Score: Raw -1327200.139218 + Penalty 1811.902563 = -1325388.236655 nChanged 42 SP:Iteration 107Q (2518.553231 sec): 3 clusters Score: Raw -1327205.961493 + Penalty 1811.902563 = -1325394.058930 nChanged 44 SP:Iteration 108Q (2518.616445 sec): 3 clusters Score: Raw -1327212.942051 + Penalty 1811.902563 = -1325401.039488 nChanged 45 SP:Iteration 109Q (2518.683773 sec): 3 clusters Score: Raw -1327219.840394 + Penalty 1811.902563 = -1325407.937831 nChanged 44 SP:Iteration 110Q (2518.748526 sec): 3 clusters Score: Raw -1327225.129080 + Penalty 1811.902563 = -1325413.226517 nChanged 38 SP:Iteration 111Q (2518.803698 sec): 3 clusters Score: Raw -1327230.236989 + Penalty 1811.902563 = -1325418.334426 nChanged 40 SP:Iteration 112Q (2518.868441 sec): 3 clusters Score: Raw -1327235.521289 + Penalty 1811.902563 = -1325423.618726 nChanged 35 SP:Iteration 113Q (2518.906067 sec): 3 clusters Score: Raw -1327239.992353 + Penalty 1811.902563 = -1325428.089790 nChanged 25 SP:Iteration 114Q (2518.979070 sec): 3 clusters Score: Raw -1327243.839842 + Penalty 1811.902563 = -1325431.937279 nChanged 26 SP:Iteration 115Q (2519.044415 sec): 3 clusters Score: Raw -1327247.244014 + Penalty 1811.902563 = -1325435.341451 nChanged 24 SP:Iteration 116Q (2519.109718 sec): 3 clusters Score: Raw -1327250.504945 + Penalty 1811.902563 = -1325438.602382 nChanged 33 SP:Iteration 117Q (2519.165634 sec): 3 clusters Score: Raw -1327255.712094 + Penalty 1811.902563 = -1325443.809532 nChanged 35 SP:Iteration 118Q (2519.230220 sec): 3 clusters Score: Raw -1327261.628162 + Penalty 1811.902563 = -1325449.725599 nChanged 31 SP:Iteration 119Q (2519.295766 sec): 3 clusters Score: Raw -1327266.434455 + Penalty 1811.902563 = -1325454.531892 nChanged 34 SP:Iteration 120F (2519.351205 sec): 3 clusters Score: Raw -1327270.835809 + Penalty 1811.902563 = -1325458.933246 nChanged 26 SP:Iteration 121Q (2519.411397 sec): 3 clusters Score: Raw -1327274.366510 + Penalty 1811.902563 = -1325462.463948 nChanged 28 SP:Iteration 122Q (2519.481011 sec): 3 clusters Score: Raw -1327278.891910 + Penalty 1811.902563 = -1325466.989347 nChanged 29 SP:Iteration 123Q (2519.540080 sec): 3 clusters Score: Raw -1327283.553876 + Penalty 1811.902563 = -1325471.651313 nChanged 29 SP:Iteration 124Q (2519.594432 sec): 3 clusters Score: Raw -1327287.899681 + Penalty 1811.902563 = -1325475.997118 nChanged 30 SP:Iteration 125Q (2519.652429 sec): 3 clusters Score: Raw -1327293.456636 + Penalty 1811.902563 = -1325481.554073 nChanged 34 SP:Iteration 126Q (2519.708113 sec): 3 clusters Score: Raw -1327301.158678 + Penalty 1811.902563 = -1325489.256115 nChanged 41 SP:Iteration 127Q (2519.773780 sec): 3 clusters Score: Raw -1327308.792731 + Penalty 1811.902563 = -1325496.890168 nChanged 26 SP:Iteration 128Q (2519.843550 sec): 3 clusters Score: Raw -1327313.169047 + Penalty 1811.902563 = -1325501.266484 nChanged 22 SP:Iteration 129Q (2519.905245 sec): 3 clusters Score: Raw -1327317.155352 + Penalty 1811.902563 = -1325505.252789 nChanged 23 SP:Iteration 130Q (2519.961450 sec): 3 clusters Score: Raw -1327321.492849 + Penalty 1811.902563 = -1325509.590286 nChanged 31 SP:Iteration 131Q (2520.027986 sec): 3 clusters Score: Raw -1327326.498784 + Penalty 1811.902563 = -1325514.596221 nChanged 26 SP:Iteration 132Q (2520.086319 sec): 3 clusters Score: Raw -1327330.725136 + Penalty 1811.902563 = -1325518.822573 nChanged 24 SP:Iteration 133Q (2520.151304 sec): 3 clusters Score: Raw -1327334.218239 + Penalty 1811.902563 = -1325522.315676 nChanged 21 SP:Iteration 134Q (2520.209738 sec): 3 clusters Score: Raw -1327338.801751 + Penalty 1811.902563 = -1325526.899188 nChanged 19 SP:Iteration 135Q (2520.270106 sec): 3 clusters Score: Raw -1327342.357887 + Penalty 1811.902563 = -1325530.455324 nChanged 24 SP:Iteration 136Q (2520.321105 sec): 3 clusters Score: Raw -1327346.951232 + Penalty 1811.902563 = -1325535.048669 nChanged 22 SP:Iteration 137Q (2520.387290 sec): 3 clusters Score: Raw -1327350.607940 + Penalty 1811.902563 = -1325538.705377 nChanged 20 SP:Iteration 138Q (2520.433866 sec): 3 clusters Score: Raw -1327353.909177 + Penalty 1811.902563 = -1325542.006614 nChanged 21 SP:Iteration 139Q (2520.505220 sec): 3 clusters Score: Raw -1327357.520563 + Penalty 1811.902563 = -1325545.618000 nChanged 20 SP:Iteration 140F (2520.572153 sec): 3 clusters Score: Raw -1327360.729204 + Penalty 1811.902563 = -1325548.826641 nChanged 15 SP:Iteration 141Q (2520.636800 sec): 3 clusters Score: Raw -1327363.470535 + Penalty 1811.902563 = -1325551.567972 nChanged 13 SP:Iteration 142Q (2520.700380 sec): 3 clusters Score: Raw -1327365.972677 + Penalty 1811.902563 = -1325554.070114 nChanged 15 SP:Iteration 143Q (2520.754667 sec): 3 clusters Score: Raw -1327367.997167 + Penalty 1811.902563 = -1325556.094604 nChanged 15 SP:Iteration 144Q (2520.825998 sec): 3 clusters Score: Raw -1327370.254897 + Penalty 1811.902563 = -1325558.352334 nChanged 16 SP:Iteration 145Q (2520.888540 sec): 3 clusters Score: Raw -1327373.298996 + Penalty 1811.902563 = -1325561.396433 nChanged 12 SP:Iteration 146Q (2520.949617 sec): 3 clusters Score: Raw -1327375.300397 + Penalty 1811.902563 = -1325563.397834 nChanged 11 SP:Iteration 147Q (2521.003369 sec): 3 clusters Score: Raw -1327376.992886 + Penalty 1811.902563 = -1325565.090323 nChanged 11 SP:Iteration 148Q (2521.072397 sec): 3 clusters Score: Raw -1327378.489346 + Penalty 1811.902563 = -1325566.586783 nChanged 12 SP:Iteration 149Q (2521.124437 sec): 3 clusters Score: Raw -1327380.300888 + Penalty 1811.902563 = -1325568.398325 nChanged 11 SP:Iteration 150Q (2521.185020 sec): 3 clusters Score: Raw -1327381.777764 + Penalty 1811.902563 = -1325569.875201 nChanged 9 SP:Iteration 151Q (2521.251600 sec): 3 clusters Score: Raw -1327383.145584 + Penalty 1811.902563 = -1325571.243021 nChanged 5 SP:Iteration 152Q (2521.320165 sec): 3 clusters Score: Raw -1327383.781971 + Penalty 1811.902563 = -1325571.879408 nChanged 4 SP:Iteration 153Q (2521.380755 sec): 3 clusters Score: Raw -1327384.553210 + Penalty 1811.902563 = -1325572.650648 nChanged 7 SP:Iteration 154Q (2521.445005 sec): 3 clusters Score: Raw -1327385.298644 + Penalty 1811.902563 = -1325573.396081 nChanged 8 SP:Iteration 155Q (2521.507787 sec): 3 clusters Score: Raw -1327386.341023 + Penalty 1811.902563 = -1325574.438460 nChanged 6 SP:Iteration 156Q (2521.570261 sec): 3 clusters Score: Raw -1327387.146283 + Penalty 1811.902563 = -1325575.243720 nChanged 6 SP:Iteration 157Q (2521.625750 sec): 3 clusters Score: Raw -1327387.800021 + Penalty 1811.902563 = -1325575.897458 nChanged 4 SP:Iteration 158Q (2521.688743 sec): 3 clusters Score: Raw -1327388.180606 + Penalty 1811.902563 = -1325576.278043 nChanged 0 SP:Iteration 159F (2521.739796 sec): 3 clusters Score: Raw -1327388.180606 + Penalty 1811.902563 = -1325576.278043 nChanged 0 Trying to split cluster 26 (3421 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2521.768914 sec): 2 clusters Score: Raw -309644.009943 + Penalty 773.080378 = -308870.929565 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2521.823209 sec): 3 clusters Score: Raw -307814.004073 + Penalty 1546.160755 = -306267.843318 nChanged 1399 SP:Iteration 1F (2521.877355 sec): 3 clusters Score: Raw -308618.165597 + Penalty 1546.160755 = -307072.004842 nChanged 304 SP:Iteration 2F (2521.923547 sec): 3 clusters Score: Raw -308860.566917 + Penalty 1546.160755 = -307314.406162 nChanged 279 SP:Iteration 3F (2521.961405 sec): 3 clusters Score: Raw -309091.350497 + Penalty 1546.160755 = -307545.189742 nChanged 254 SP:Iteration 4F (2522.006882 sec): 3 clusters Score: Raw -309305.161542 + Penalty 1546.160755 = -307759.000787 nChanged 228 SP:Iteration 5F (2522.062443 sec): 3 clusters Score: Raw -309518.536682 + Penalty 1546.160755 = -307972.375926 nChanged 184 SP:Iteration 6F (2522.104335 sec): 3 clusters Score: Raw -309678.816020 + Penalty 1546.160755 = -308132.655265 nChanged 108 SP:Iteration 7Q (2522.155368 sec): 3 clusters Score: Raw -309759.202624 + Penalty 1546.160755 = -308213.041869 nChanged 68 SP:Iteration 8Q (2522.205813 sec): 3 clusters Score: Raw -309807.773357 + Penalty 1546.160755 = -308261.612602 nChanged 50 SP:Iteration 9Q (2522.250763 sec): 3 clusters Score: Raw -309843.892351 + Penalty 1546.160755 = -308297.731596 nChanged 34 SP:Iteration 10Q (2522.310489 sec): 3 clusters Score: Raw -309866.760605 + Penalty 1546.160755 = -308320.599850 nChanged 21 SP:Iteration 11Q (2522.349159 sec): 3 clusters Score: Raw -309875.503740 + Penalty 1546.160755 = -308329.342985 nChanged 13 SP:Iteration 12Q (2522.396836 sec): 3 clusters Score: Raw -309881.412171 + Penalty 1546.160755 = -308335.251416 nChanged 9 SP:Iteration 13Q (2522.444376 sec): 3 clusters Score: Raw -309885.637734 + Penalty 1546.160755 = -308339.476978 nChanged 11 SP:Iteration 14Q (2522.495991 sec): 3 clusters Score: Raw -309892.127158 + Penalty 1546.160755 = -308345.966403 nChanged 15 SP:Iteration 15Q (2522.546939 sec): 3 clusters Score: Raw -309900.169182 + Penalty 1546.160755 = -308354.008427 nChanged 9 SP:Iteration 16Q (2522.603106 sec): 3 clusters Score: Raw -309902.798156 + Penalty 1546.160755 = -308356.637401 nChanged 6 SP:Iteration 17Q (2522.660032 sec): 3 clusters Score: Raw -309905.887026 + Penalty 1546.160755 = -308359.726271 nChanged 5 SP:Iteration 18Q (2522.699848 sec): 3 clusters Score: Raw -309907.753437 + Penalty 1546.160755 = -308361.592682 nChanged 4 SP:Iteration 19Q (2522.757733 sec): 3 clusters Score: Raw -309908.885895 + Penalty 1546.160755 = -308362.725139 nChanged 4 SP:Iteration 20F (2522.801039 sec): 3 clusters Score: Raw -309911.001559 + Penalty 1546.160755 = -308364.840803 nChanged 4 SP:Iteration 21Q (2522.858708 sec): 3 clusters Score: Raw -309913.626528 + Penalty 1546.160755 = -308367.465773 nChanged 2 SP:Iteration 22Q (2522.898108 sec): 3 clusters Score: Raw -309916.778917 + Penalty 1546.160755 = -308370.618161 nChanged 3 SP:Iteration 23Q (2522.955522 sec): 3 clusters Score: Raw -309921.901764 + Penalty 1546.160755 = -308375.741008 nChanged 7 SP:Iteration 24Q (2522.988067 sec): 3 clusters Score: Raw -309933.974511 + Penalty 1546.160755 = -308387.813756 nChanged 11 SP:Iteration 25Q (2523.034351 sec): 3 clusters Score: Raw -309943.417294 + Penalty 1546.160755 = -308397.256539 nChanged 11 SP:Iteration 26Q (2523.092792 sec): 3 clusters Score: Raw -309953.576520 + Penalty 1546.160755 = -308407.415765 nChanged 11 SP:Iteration 27Q (2523.146348 sec): 3 clusters Score: Raw -309957.115475 + Penalty 1546.160755 = -308410.954720 nChanged 6 SP:Iteration 28Q (2523.193026 sec): 3 clusters Score: Raw -309959.739537 + Penalty 1546.160755 = -308413.578782 nChanged 6 SP:Iteration 29Q (2523.240815 sec): 3 clusters Score: Raw -309962.788634 + Penalty 1546.160755 = -308416.627879 nChanged 6 SP:Iteration 30Q (2523.292498 sec): 3 clusters Score: Raw -309964.666674 + Penalty 1546.160755 = -308418.505919 nChanged 4 SP:Iteration 31Q (2523.331750 sec): 3 clusters Score: Raw -309967.566728 + Penalty 1546.160755 = -308421.405972 nChanged 3 SP:Iteration 32Q (2523.392510 sec): 3 clusters Score: Raw -309969.200227 + Penalty 1546.160755 = -308423.039472 nChanged 5 SP:Iteration 33Q (2523.435953 sec): 3 clusters Score: Raw -309971.957947 + Penalty 1546.160755 = -308425.797192 nChanged 3 SP:Iteration 34Q (2523.498184 sec): 3 clusters Score: Raw -309972.654077 + Penalty 1546.160755 = -308426.493322 nChanged 1 SP:Iteration 35Q (2523.538629 sec): 3 clusters Score: Raw -309973.252896 + Penalty 1546.160755 = -308427.092141 nChanged 3 SP:Iteration 36Q (2523.587477 sec): 3 clusters Score: Raw -309975.964475 + Penalty 1546.160755 = -308429.803720 nChanged 7 SP:Iteration 37Q (2523.639154 sec): 3 clusters Score: Raw -309980.359618 + Penalty 1546.160755 = -308434.198863 nChanged 6 SP:Iteration 38Q (2523.689738 sec): 3 clusters Score: Raw -309984.886685 + Penalty 1546.160755 = -308438.725930 nChanged 5 SP:Iteration 39Q (2523.732718 sec): 3 clusters Score: Raw -309987.343418 + Penalty 1546.160755 = -308441.182663 nChanged 3 SP:Iteration 40F (2523.781697 sec): 3 clusters Score: Raw -309990.794165 + Penalty 1546.160755 = -308444.633409 nChanged 9 SP:Iteration 41Q (2523.826155 sec): 3 clusters Score: Raw -309997.016887 + Penalty 1546.160755 = -308450.856131 nChanged 6 SP:Iteration 42Q (2523.880837 sec): 3 clusters Score: Raw -310000.205388 + Penalty 1546.160755 = -308454.044633 nChanged 7 SP:Iteration 43Q (2523.930565 sec): 3 clusters Score: Raw -310004.078866 + Penalty 1546.160755 = -308457.918110 nChanged 6 SP:Iteration 44Q (2523.981300 sec): 3 clusters Score: Raw -310005.642261 + Penalty 1546.160755 = -308459.481506 nChanged 2 SP:Iteration 45Q (2524.015978 sec): 3 clusters Score: Raw -310006.604335 + Penalty 1546.160755 = -308460.443580 nChanged 1 SP:Iteration 46Q (2524.073893 sec): 3 clusters Score: Raw -310007.316850 + Penalty 1546.160755 = -308461.156095 nChanged 0 SP:Iteration 47F (2524.117464 sec): 3 clusters Score: Raw -310007.316850 + Penalty 1546.160755 = -308461.156095 nChanged 0 Trying to split cluster 27 (4215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2524.151764 sec): 2 clusters Score: Raw -391451.691354 + Penalty 792.908463 = -390658.782891 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2524.199282 sec): 3 clusters Score: Raw -389152.233475 + Penalty 1585.816925 = -387566.416549 nChanged 1774 SP:Iteration 1F (2524.251575 sec): 3 clusters Score: Raw -390096.604565 + Penalty 1585.816925 = -388510.787639 nChanged 265 SP:Iteration 2F (2524.289067 sec): 3 clusters Score: Raw -390230.063911 + Penalty 1585.816925 = -388644.246985 nChanged 250 SP:Iteration 3F (2524.342852 sec): 3 clusters Score: Raw -390344.491949 + Penalty 1585.816925 = -388758.675024 nChanged 202 SP:Iteration 4Q (2524.385597 sec): 3 clusters Score: Raw -390449.983316 + Penalty 1585.816925 = -388864.166391 nChanged 203 SP:Iteration 5Q (2524.434400 sec): 3 clusters Score: Raw -390561.756142 + Penalty 1585.816925 = -388975.939217 nChanged 175 SP:Iteration 6Q (2524.486718 sec): 3 clusters Score: Raw -390654.564438 + Penalty 1585.816925 = -389068.747513 nChanged 175 SP:Iteration 7Q (2524.538327 sec): 3 clusters Score: Raw -390750.604782 + Penalty 1585.816925 = -389164.787857 nChanged 151 SP:Iteration 8Q (2524.590191 sec): 3 clusters Score: Raw -390849.128733 + Penalty 1585.816925 = -389263.311807 nChanged 162 SP:Iteration 9Q (2524.636300 sec): 3 clusters Score: Raw -390963.548933 + Penalty 1585.816925 = -389377.732008 nChanged 155 SP:Iteration 10Q (2524.684258 sec): 3 clusters Score: Raw -391070.339832 + Penalty 1585.816925 = -389484.522907 nChanged 129 SP:Iteration 11Q (2524.730596 sec): 3 clusters Score: Raw -391161.549094 + Penalty 1585.816925 = -389575.732168 nChanged 121 SP:Iteration 12Q (2524.776040 sec): 3 clusters Score: Raw -391253.243750 + Penalty 1585.816925 = -389667.426825 nChanged 101 SP:Iteration 13Q (2524.824654 sec): 3 clusters Score: Raw -391334.497357 + Penalty 1585.816925 = -389748.680432 nChanged 96 SP:Iteration 14Q (2524.868482 sec): 3 clusters Score: Raw -391424.907213 + Penalty 1585.816925 = -389839.090288 nChanged 64 SP:Iteration 15Q (2524.914115 sec): 3 clusters Score: Raw -391489.109958 + Penalty 1585.816925 = -389903.293033 nChanged 50 SP:Iteration 16Q (2524.959521 sec): 3 clusters Score: Raw -391530.177191 + Penalty 1585.816925 = -389944.360266 nChanged 35 SP:Iteration 17Q (2525.005740 sec): 3 clusters Score: Raw -391563.720247 + Penalty 1585.816925 = -389977.903322 nChanged 29 SP:Iteration 18Q (2525.055311 sec): 3 clusters Score: Raw -391590.403527 + Penalty 1585.816925 = -390004.586602 nChanged 19 SP:Iteration 19Q (2525.101505 sec): 3 clusters Score: Raw -391607.711750 + Penalty 1585.816925 = -390021.894825 nChanged 14 SP:Iteration 20F (2525.150634 sec): 3 clusters Score: Raw -391622.871096 + Penalty 1585.816925 = -390037.054170 nChanged 13 SP:Iteration 21Q (2525.199658 sec): 3 clusters Score: Raw -391636.803112 + Penalty 1585.816925 = -390050.986187 nChanged 12 SP:Iteration 22Q (2525.244881 sec): 3 clusters Score: Raw -391649.392061 + Penalty 1585.816925 = -390063.575135 nChanged 12 SP:Iteration 23Q (2525.288656 sec): 3 clusters Score: Raw -391658.748620 + Penalty 1585.816925 = -390072.931695 nChanged 7 SP:Iteration 24Q (2525.335764 sec): 3 clusters Score: Raw -391662.964376 + Penalty 1585.816925 = -390077.147451 nChanged 4 SP:Iteration 25Q (2525.382220 sec): 3 clusters Score: Raw -391665.213974 + Penalty 1585.816925 = -390079.397049 nChanged 2 SP:Iteration 26Q (2525.428640 sec): 3 clusters Score: Raw -391666.772636 + Penalty 1585.816925 = -390080.955711 nChanged 2 SP:Iteration 27Q (2525.463470 sec): 3 clusters Score: Raw -391668.079157 + Penalty 1585.816925 = -390082.262231 nChanged 2 SP:Iteration 28Q (2525.508571 sec): 3 clusters Score: Raw -391669.987055 + Penalty 1585.816925 = -390084.170130 nChanged 2 SP:Iteration 29Q (2525.555960 sec): 3 clusters Score: Raw -391671.965490 + Penalty 1585.816925 = -390086.148564 nChanged 1 SP:Iteration 30Q (2525.600612 sec): 3 clusters Score: Raw -391672.545395 + Penalty 1585.816925 = -390086.728469 nChanged 0 SP:Iteration 31F (2525.646566 sec): 3 clusters Score: Raw -391672.545395 + Penalty 1585.816925 = -390086.728469 nChanged 0 Trying to split cluster 28 (760 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2525.679216 sec): 2 clusters Score: Raw -66858.659559 + Penalty 630.165251 = -66228.494307 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2525.712129 sec): 3 clusters Score: Raw -66565.681256 + Penalty 1260.330502 = -65305.350754 nChanged 243 SP:Iteration 1F (2525.759009 sec): 3 clusters Score: Raw -66780.398884 + Penalty 1260.330502 = -65520.068382 nChanged 73 SP:Iteration 2F (2525.811735 sec): 3 clusters Score: Raw -66848.674523 + Penalty 1260.330502 = -65588.344021 nChanged 36 SP:Iteration 3Q (2525.866536 sec): 3 clusters Score: Raw -66885.321792 + Penalty 1260.330502 = -65624.991290 nChanged 29 SP:Iteration 4Q (2525.908282 sec): 3 clusters Score: Raw -66907.112975 + Penalty 1260.330502 = -65646.782472 nChanged 16 SP:Iteration 5Q (2525.957983 sec): 3 clusters Score: Raw -66921.380097 + Penalty 1260.330502 = -65661.049595 nChanged 15 SP:Iteration 6Q (2526.009420 sec): 3 clusters Score: Raw -66937.154780 + Penalty 1260.330502 = -65676.824278 nChanged 13 SP:Iteration 7Q (2526.062901 sec): 3 clusters Score: Raw -66958.947306 + Penalty 1260.330502 = -65698.616804 nChanged 17 SP:Iteration 8Q (2526.112114 sec): 3 clusters Score: Raw -66985.417727 + Penalty 1260.330502 = -65725.087225 nChanged 20 SP:Iteration 9Q (2526.143088 sec): 3 clusters Score: Raw -67008.092385 + Penalty 1260.330502 = -65747.761883 nChanged 17 SP:Iteration 10Q (2526.197352 sec): 3 clusters Score: Raw -67025.898988 + Penalty 1260.330502 = -65765.568486 nChanged 14 SP:Iteration 11Q (2526.247384 sec): 3 clusters Score: Raw -67042.185383 + Penalty 1260.330502 = -65781.854881 nChanged 11 SP:Iteration 12Q (2526.299541 sec): 3 clusters Score: Raw -67052.569647 + Penalty 1260.330502 = -65792.239145 nChanged 9 SP:Iteration 13Q (2526.343428 sec): 3 clusters Score: Raw -67059.915547 + Penalty 1260.330502 = -65799.585045 nChanged 5 SP:Iteration 14Q (2526.386381 sec): 3 clusters Score: Raw -67062.401449 + Penalty 1260.330502 = -65802.070947 nChanged 4 SP:Iteration 15Q (2526.434704 sec): 3 clusters Score: Raw -67065.847683 + Penalty 1260.330502 = -65805.517181 nChanged 3 SP:Iteration 16Q (2526.472865 sec): 3 clusters Score: Raw -67068.540932 + Penalty 1260.330502 = -65808.210429 nChanged 1 SP:Iteration 17Q (2526.517744 sec): 3 clusters Score: Raw -67068.876152 + Penalty 1260.330502 = -65808.545649 nChanged 1 SP:Iteration 18Q (2526.567948 sec): 3 clusters Score: Raw -67069.031722 + Penalty 1260.330502 = -65808.701219 nChanged 0 SP:Iteration 19F (2526.621052 sec): 3 clusters Score: Raw -67069.031722 + Penalty 1260.330502 = -65808.701219 nChanged 0 Trying to split cluster 29 (25689 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2526.679744 sec): 2 clusters Score: Raw -2469625.339146 + Penalty 964.612726 = -2468660.726420 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2526.747218 sec): 3 clusters Score: Raw -2453430.294859 + Penalty 1929.225451 = -2451501.069408 nChanged 12070 SP:Iteration 1F (2526.829130 sec): 3 clusters Score: Raw -2460767.462025 + Penalty 1929.225451 = -2458838.236574 nChanged 1799 SP:Iteration 2F (2526.913532 sec): 3 clusters Score: Raw -2461909.371406 + Penalty 1929.225451 = -2459980.145955 nChanged 2045 SP:Iteration 3F (2526.992049 sec): 3 clusters Score: Raw -2463429.940632 + Penalty 1929.225451 = -2461500.715181 nChanged 2106 SP:Iteration 4F (2527.058490 sec): 3 clusters Score: Raw -2465220.210235 + Penalty 1929.225451 = -2463290.984784 nChanged 1818 SP:Iteration 5F (2527.149178 sec): 3 clusters Score: Raw -2466913.480602 + Penalty 1929.225451 = -2464984.255151 nChanged 1331 SP:Iteration 6F (2527.227654 sec): 3 clusters Score: Raw -2467957.480930 + Penalty 1929.225451 = -2466028.255478 nChanged 837 SP:Iteration 7Q (2527.307787 sec): 3 clusters Score: Raw -2468396.921655 + Penalty 1929.225451 = -2466467.696204 nChanged 521 SP:Iteration 8Q (2527.394816 sec): 3 clusters Score: Raw -2468615.128879 + Penalty 1929.225451 = -2466685.903428 nChanged 344 SP:Iteration 9Q (2527.467540 sec): 3 clusters Score: Raw -2468769.362743 + Penalty 1929.225451 = -2466840.137292 nChanged 334 SP:Iteration 10Q (2527.549072 sec): 3 clusters Score: Raw -2468920.690901 + Penalty 1929.225451 = -2466991.465450 nChanged 316 SP:Iteration 11Q (2527.626253 sec): 3 clusters Score: Raw -2469053.134967 + Penalty 1929.225451 = -2467123.909515 nChanged 289 SP:Iteration 12Q (2527.706544 sec): 3 clusters Score: Raw -2469165.365157 + Penalty 1929.225451 = -2467236.139705 nChanged 272 SP:Iteration 13Q (2527.783726 sec): 3 clusters Score: Raw -2469254.094442 + Penalty 1929.225451 = -2467324.868991 nChanged 238 SP:Iteration 14Q (2527.861062 sec): 3 clusters Score: Raw -2469328.656193 + Penalty 1929.225451 = -2467399.430742 nChanged 210 SP:Iteration 15Q (2527.939499 sec): 3 clusters Score: Raw -2469386.610580 + Penalty 1929.225451 = -2467457.385129 nChanged 190 SP:Iteration 16Q (2528.020010 sec): 3 clusters Score: Raw -2469437.775814 + Penalty 1929.225451 = -2467508.550363 nChanged 189 SP:Iteration 17Q (2528.079427 sec): 3 clusters Score: Raw -2469484.878933 + Penalty 1929.225451 = -2467555.653482 nChanged 154 SP:Iteration 18Q (2528.159905 sec): 3 clusters Score: Raw -2469518.904621 + Penalty 1929.225451 = -2467589.679170 nChanged 137 SP:Iteration 19Q (2528.238709 sec): 3 clusters Score: Raw -2469548.211982 + Penalty 1929.225451 = -2467618.986531 nChanged 141 SP:Iteration 20F (2528.308443 sec): 3 clusters Score: Raw -2469580.276285 + Penalty 1929.225451 = -2467651.050834 nChanged 126 SP:Iteration 21Q (2528.392366 sec): 3 clusters Score: Raw -2469604.657575 + Penalty 1929.225451 = -2467675.432124 nChanged 108 SP:Iteration 22Q (2528.473955 sec): 3 clusters Score: Raw -2469625.178749 + Penalty 1929.225451 = -2467695.953298 nChanged 111 SP:Iteration 23Q (2528.548468 sec): 3 clusters Score: Raw -2469643.683146 + Penalty 1929.225451 = -2467714.457695 nChanged 102 SP:Iteration 24Q (2528.627917 sec): 3 clusters Score: Raw -2469662.405091 + Penalty 1929.225451 = -2467733.179639 nChanged 109 SP:Iteration 25Q (2528.701987 sec): 3 clusters Score: Raw -2469684.822042 + Penalty 1929.225451 = -2467755.596591 nChanged 126 SP:Iteration 26Q (2528.764324 sec): 3 clusters Score: Raw -2469709.627518 + Penalty 1929.225451 = -2467780.402067 nChanged 120 SP:Iteration 27Q (2528.838828 sec): 3 clusters Score: Raw -2469732.832152 + Penalty 1929.225451 = -2467803.606701 nChanged 122 SP:Iteration 28Q (2528.926074 sec): 3 clusters Score: Raw -2469754.940742 + Penalty 1929.225451 = -2467825.715291 nChanged 111 SP:Iteration 29Q (2529.002652 sec): 3 clusters Score: Raw -2469774.053666 + Penalty 1929.225451 = -2467844.828215 nChanged 92 SP:Iteration 30Q (2529.080369 sec): 3 clusters Score: Raw -2469789.415300 + Penalty 1929.225451 = -2467860.189848 nChanged 77 SP:Iteration 31Q (2529.151077 sec): 3 clusters Score: Raw -2469801.220254 + Penalty 1929.225451 = -2467871.994803 nChanged 68 SP:Iteration 32Q (2529.230095 sec): 3 clusters Score: Raw -2469811.878420 + Penalty 1929.225451 = -2467882.652969 nChanged 61 SP:Iteration 33Q (2529.301848 sec): 3 clusters Score: Raw -2469820.695631 + Penalty 1929.225451 = -2467891.470180 nChanged 64 SP:Iteration 34Q (2529.384798 sec): 3 clusters Score: Raw -2469831.713551 + Penalty 1929.225451 = -2467902.488100 nChanged 60 SP:Iteration 35Q (2529.461044 sec): 3 clusters Score: Raw -2469842.209282 + Penalty 1929.225451 = -2467912.983831 nChanged 59 SP:Iteration 36Q (2529.530262 sec): 3 clusters Score: Raw -2469852.986203 + Penalty 1929.225451 = -2467923.760752 nChanged 53 SP:Iteration 37Q (2529.595831 sec): 3 clusters Score: Raw -2469863.501448 + Penalty 1929.225451 = -2467934.275997 nChanged 51 SP:Iteration 38Q (2529.669195 sec): 3 clusters Score: Raw -2469871.805398 + Penalty 1929.225451 = -2467942.579947 nChanged 54 SP:Iteration 39Q (2529.739860 sec): 3 clusters Score: Raw -2469882.157667 + Penalty 1929.225451 = -2467952.932215 nChanged 56 SP:Iteration 40F (2529.824446 sec): 3 clusters Score: Raw -2469893.328530 + Penalty 1929.225451 = -2467964.103078 nChanged 68 SP:Iteration 41Q (2529.898620 sec): 3 clusters Score: Raw -2469906.532330 + Penalty 1929.225451 = -2467977.306879 nChanged 65 SP:Iteration 42Q (2529.970802 sec): 3 clusters Score: Raw -2469920.178637 + Penalty 1929.225451 = -2467990.953186 nChanged 55 SP:Iteration 43Q (2530.051488 sec): 3 clusters Score: Raw -2469929.339559 + Penalty 1929.225451 = -2468000.114108 nChanged 47 SP:Iteration 44Q (2530.124078 sec): 3 clusters Score: Raw -2469936.754428 + Penalty 1929.225451 = -2468007.528977 nChanged 48 SP:Iteration 45Q (2530.196374 sec): 3 clusters Score: Raw -2469945.882996 + Penalty 1929.225451 = -2468016.657545 nChanged 43 SP:Iteration 46Q (2530.265608 sec): 3 clusters Score: Raw -2469952.863941 + Penalty 1929.225451 = -2468023.638490 nChanged 30 SP:Iteration 47Q (2530.340386 sec): 3 clusters Score: Raw -2469957.441234 + Penalty 1929.225451 = -2468028.215783 nChanged 35 SP:Iteration 48Q (2530.403607 sec): 3 clusters Score: Raw -2469963.152568 + Penalty 1929.225451 = -2468033.927117 nChanged 32 SP:Iteration 49Q (2530.480762 sec): 3 clusters Score: Raw -2469968.644995 + Penalty 1929.225451 = -2468039.419544 nChanged 29 SP:Iteration 50Q (2530.554848 sec): 3 clusters Score: Raw -2469974.221939 + Penalty 1929.225451 = -2468044.996488 nChanged 34 SP:Iteration 51Q (2530.623573 sec): 3 clusters Score: Raw -2469981.218919 + Penalty 1929.225451 = -2468051.993468 nChanged 44 SP:Iteration 52Q (2530.694919 sec): 3 clusters Score: Raw -2469992.329510 + Penalty 1929.225451 = -2468063.104059 nChanged 45 SP:Iteration 53Q (2530.767195 sec): 3 clusters Score: Raw -2470006.876768 + Penalty 1929.225451 = -2468077.651317 nChanged 48 SP:Iteration 54Q (2530.844009 sec): 3 clusters Score: Raw -2470020.687681 + Penalty 1929.225451 = -2468091.462230 nChanged 33 SP:Iteration 55Q (2530.919223 sec): 3 clusters Score: Raw -2470028.655435 + Penalty 1929.225451 = -2468099.429984 nChanged 25 SP:Iteration 56Q (2530.995820 sec): 3 clusters Score: Raw -2470033.988980 + Penalty 1929.225451 = -2468104.763529 nChanged 24 SP:Iteration 57Q (2531.070984 sec): 3 clusters Score: Raw -2470039.125964 + Penalty 1929.225451 = -2468109.900513 nChanged 16 SP:Iteration 58Q (2531.146900 sec): 3 clusters Score: Raw -2470041.632844 + Penalty 1929.225451 = -2468112.407393 nChanged 10 SP:Iteration 59Q (2531.216471 sec): 3 clusters Score: Raw -2470043.134272 + Penalty 1929.225451 = -2468113.908821 nChanged 13 SP:Iteration 60F (2531.286963 sec): 3 clusters Score: Raw -2470045.147084 + Penalty 1929.225451 = -2468115.921633 nChanged 7 SP:Iteration 61Q (2531.365642 sec): 3 clusters Score: Raw -2470045.881886 + Penalty 1929.225451 = -2468116.656435 nChanged 7 SP:Iteration 62Q (2531.429348 sec): 3 clusters Score: Raw -2470046.598632 + Penalty 1929.225451 = -2468117.373181 nChanged 4 SP:Iteration 63Q (2531.515127 sec): 3 clusters Score: Raw -2470046.887087 + Penalty 1929.225451 = -2468117.661636 nChanged 3 SP:Iteration 64Q (2531.581158 sec): 3 clusters Score: Raw -2470047.035560 + Penalty 1929.225451 = -2468117.810109 nChanged 3 SP:Iteration 65Q (2531.663728 sec): 3 clusters Score: Raw -2470047.243709 + Penalty 1929.225451 = -2468118.018258 nChanged 4 SP:Iteration 66Q (2531.735960 sec): 3 clusters Score: Raw -2470047.413283 + Penalty 1929.225451 = -2468118.187832 nChanged 2 SP:Iteration 67Q (2531.802247 sec): 3 clusters Score: Raw -2470047.514850 + Penalty 1929.225451 = -2468118.289399 nChanged 2 SP:Iteration 68Q (2531.885715 sec): 3 clusters Score: Raw -2470047.710704 + Penalty 1929.225451 = -2468118.485253 nChanged 2 SP:Iteration 69Q (2531.950615 sec): 3 clusters Score: Raw -2470047.770379 + Penalty 1929.225451 = -2468118.544928 nChanged 1 SP:Iteration 70Q (2532.033300 sec): 3 clusters Score: Raw -2470047.820385 + Penalty 1929.225451 = -2468118.594934 nChanged 0 SP:Iteration 71F (2532.114820 sec): 3 clusters Score: Raw -2470047.820385 + Penalty 1929.225451 = -2468118.594934 nChanged 0 Trying to split cluster 30 (14103 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2532.154901 sec): 2 clusters Score: Raw -1328714.878700 + Penalty 907.643568 = -1327807.235132 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2532.220280 sec): 3 clusters Score: Raw -1320199.032660 + Penalty 1815.287136 = -1318383.745524 nChanged 6384 SP:Iteration 1F (2532.282025 sec): 3 clusters Score: Raw -1323889.228860 + Penalty 1815.287136 = -1322073.941724 nChanged 933 SP:Iteration 2F (2532.345509 sec): 3 clusters Score: Raw -1324378.881906 + Penalty 1815.287136 = -1322563.594770 nChanged 888 SP:Iteration 3F (2532.412739 sec): 3 clusters Score: Raw -1324942.179600 + Penalty 1815.287136 = -1323126.892464 nChanged 887 SP:Iteration 4F (2532.467948 sec): 3 clusters Score: Raw -1325626.422831 + Penalty 1815.287136 = -1323811.135695 nChanged 904 SP:Iteration 5F (2532.522533 sec): 3 clusters Score: Raw -1326337.719565 + Penalty 1815.287136 = -1324522.432429 nChanged 729 SP:Iteration 6F (2532.581326 sec): 3 clusters Score: Raw -1326828.095449 + Penalty 1815.287136 = -1325012.808313 nChanged 527 SP:Iteration 7Q (2532.642098 sec): 3 clusters Score: Raw -1327077.738128 + Penalty 1815.287136 = -1325262.450993 nChanged 355 SP:Iteration 8Q (2532.703922 sec): 3 clusters Score: Raw -1327193.389559 + Penalty 1815.287136 = -1325378.102423 nChanged 230 SP:Iteration 9Q (2532.755502 sec): 3 clusters Score: Raw -1327256.092955 + Penalty 1815.287136 = -1325440.805819 nChanged 175 SP:Iteration 10Q (2532.816593 sec): 3 clusters Score: Raw -1327305.062761 + Penalty 1815.287136 = -1325489.775625 nChanged 162 SP:Iteration 11Q (2532.880925 sec): 3 clusters Score: Raw -1327351.313019 + Penalty 1815.287136 = -1325536.025884 nChanged 153 SP:Iteration 12Q (2532.939693 sec): 3 clusters Score: Raw -1327397.835132 + Penalty 1815.287136 = -1325582.547996 nChanged 157 SP:Iteration 13Q (2533.003634 sec): 3 clusters Score: Raw -1327446.004316 + Penalty 1815.287136 = -1325630.717181 nChanged 150 SP:Iteration 14Q (2533.065059 sec): 3 clusters Score: Raw -1327490.876236 + Penalty 1815.287136 = -1325675.589100 nChanged 134 SP:Iteration 15Q (2533.117010 sec): 3 clusters Score: Raw -1327528.452451 + Penalty 1815.287136 = -1325713.165315 nChanged 129 SP:Iteration 16Q (2533.177960 sec): 3 clusters Score: Raw -1327564.254124 + Penalty 1815.287136 = -1325748.966989 nChanged 141 SP:Iteration 17Q (2533.240452 sec): 3 clusters Score: Raw -1327607.167753 + Penalty 1815.287136 = -1325791.880617 nChanged 139 SP:Iteration 18Q (2533.300276 sec): 3 clusters Score: Raw -1327649.383083 + Penalty 1815.287136 = -1325834.095948 nChanged 122 SP:Iteration 19Q (2533.360024 sec): 3 clusters Score: Raw -1327685.755448 + Penalty 1815.287136 = -1325870.468312 nChanged 127 SP:Iteration 20F (2533.426062 sec): 3 clusters Score: Raw -1327721.504597 + Penalty 1815.287136 = -1325906.217461 nChanged 105 SP:Iteration 21Q (2533.479056 sec): 3 clusters Score: Raw -1327748.124797 + Penalty 1815.287136 = -1325932.837662 nChanged 98 SP:Iteration 22Q (2533.531164 sec): 3 clusters Score: Raw -1327772.136273 + Penalty 1815.287136 = -1325956.849137 nChanged 78 SP:Iteration 23Q (2533.588262 sec): 3 clusters Score: Raw -1327789.714595 + Penalty 1815.287136 = -1325974.427460 nChanged 92 SP:Iteration 24Q (2533.645808 sec): 3 clusters Score: Raw -1327811.156007 + Penalty 1815.287136 = -1325995.868871 nChanged 96 SP:Iteration 25Q (2533.708737 sec): 3 clusters Score: Raw -1327834.579534 + Penalty 1815.287136 = -1326019.292398 nChanged 106 SP:Iteration 26Q (2533.768249 sec): 3 clusters Score: Raw -1327863.085545 + Penalty 1815.287136 = -1326047.798410 nChanged 110 SP:Iteration 27Q (2533.822110 sec): 3 clusters Score: Raw -1327895.625817 + Penalty 1815.287136 = -1326080.338681 nChanged 119 SP:Iteration 28Q (2533.881374 sec): 3 clusters Score: Raw -1327935.933154 + Penalty 1815.287136 = -1326120.646019 nChanged 114 SP:Iteration 29Q (2533.932500 sec): 3 clusters Score: Raw -1327976.005423 + Penalty 1815.287136 = -1326160.718287 nChanged 131 SP:Iteration 30Q (2533.990185 sec): 3 clusters Score: Raw -1328021.168973 + Penalty 1815.287136 = -1326205.881837 nChanged 125 SP:Iteration 31Q (2534.045278 sec): 3 clusters Score: Raw -1328072.542739 + Penalty 1815.287136 = -1326257.255603 nChanged 156 SP:Iteration 32Q (2534.100798 sec): 3 clusters Score: Raw -1328142.393435 + Penalty 1815.287136 = -1326327.106299 nChanged 146 SP:Iteration 33Q (2534.156083 sec): 3 clusters Score: Raw -1328211.321383 + Penalty 1815.287136 = -1326396.034248 nChanged 143 SP:Iteration 34Q (2534.208560 sec): 3 clusters Score: Raw -1328269.604936 + Penalty 1815.287136 = -1326454.317800 nChanged 110 SP:Iteration 35Q (2534.276092 sec): 3 clusters Score: Raw -1328315.016003 + Penalty 1815.287136 = -1326499.728868 nChanged 120 SP:Iteration 36Q (2534.320581 sec): 3 clusters Score: Raw -1328362.861728 + Penalty 1815.287136 = -1326547.574592 nChanged 108 SP:Iteration 37Q (2534.391545 sec): 3 clusters Score: Raw -1328398.797807 + Penalty 1815.287136 = -1326583.510672 nChanged 89 SP:Iteration 38Q (2534.448176 sec): 3 clusters Score: Raw -1328429.778107 + Penalty 1815.287136 = -1326614.490972 nChanged 90 SP:Iteration 39Q (2534.501836 sec): 3 clusters Score: Raw -1328470.161317 + Penalty 1815.287136 = -1326654.874181 nChanged 78 SP:Iteration 40F (2534.564823 sec): 3 clusters Score: Raw -1328502.186995 + Penalty 1815.287136 = -1326686.899859 nChanged 74 SP:Iteration 41Q (2534.633773 sec): 3 clusters Score: Raw -1328539.891048 + Penalty 1815.287136 = -1326724.603912 nChanged 87 SP:Iteration 42Q (2534.690911 sec): 3 clusters Score: Raw -1328584.035498 + Penalty 1815.287136 = -1326768.748362 nChanged 69 SP:Iteration 43Q (2534.751484 sec): 3 clusters Score: Raw -1328619.884501 + Penalty 1815.287136 = -1326804.597366 nChanged 62 SP:Iteration 44Q (2534.811194 sec): 3 clusters Score: Raw -1328649.637412 + Penalty 1815.287136 = -1326834.350276 nChanged 47 SP:Iteration 45Q (2534.875977 sec): 3 clusters Score: Raw -1328671.919785 + Penalty 1815.287136 = -1326856.632650 nChanged 38 SP:Iteration 46Q (2534.931708 sec): 3 clusters Score: Raw -1328689.627988 + Penalty 1815.287136 = -1326874.340852 nChanged 41 SP:Iteration 47Q (2534.987687 sec): 3 clusters Score: Raw -1328709.590760 + Penalty 1815.287136 = -1326894.303625 nChanged 38 SP:Iteration 48Q (2535.053884 sec): 3 clusters Score: Raw -1328724.390315 + Penalty 1815.287136 = -1326909.103180 nChanged 31 SP:Iteration 49Q (2535.116841 sec): 3 clusters Score: Raw -1328737.439997 + Penalty 1815.287136 = -1326922.152861 nChanged 22 SP:Iteration 50Q (2535.176424 sec): 3 clusters Score: Raw -1328746.497082 + Penalty 1815.287136 = -1326931.209947 nChanged 19 SP:Iteration 51Q (2535.238225 sec): 3 clusters Score: Raw -1328757.663535 + Penalty 1815.287136 = -1326942.376400 nChanged 21 SP:Iteration 52Q (2535.292125 sec): 3 clusters Score: Raw -1328766.711860 + Penalty 1815.287136 = -1326951.424725 nChanged 17 SP:Iteration 53Q (2535.348891 sec): 3 clusters Score: Raw -1328774.184669 + Penalty 1815.287136 = -1326958.897533 nChanged 14 SP:Iteration 54Q (2535.422418 sec): 3 clusters Score: Raw -1328780.234869 + Penalty 1815.287136 = -1326964.947734 nChanged 15 SP:Iteration 55Q (2535.478604 sec): 3 clusters Score: Raw -1328786.962871 + Penalty 1815.287136 = -1326971.675736 nChanged 21 SP:Iteration 56Q (2535.531565 sec): 3 clusters Score: Raw -1328796.703765 + Penalty 1815.287136 = -1326981.416630 nChanged 14 SP:Iteration 57Q (2535.599991 sec): 3 clusters Score: Raw -1328804.392568 + Penalty 1815.287136 = -1326989.105433 nChanged 11 SP:Iteration 58Q (2535.661195 sec): 3 clusters Score: Raw -1328809.353250 + Penalty 1815.287136 = -1326994.066114 nChanged 8 SP:Iteration 59Q (2535.725763 sec): 3 clusters Score: Raw -1328812.888696 + Penalty 1815.287136 = -1326997.601561 nChanged 7 SP:Iteration 60F (2535.789818 sec): 3 clusters Score: Raw -1328815.267119 + Penalty 1815.287136 = -1326999.979983 nChanged 6 SP:Iteration 61Q (2535.842399 sec): 3 clusters Score: Raw -1328818.208200 + Penalty 1815.287136 = -1327002.921064 nChanged 5 SP:Iteration 62Q (2535.908686 sec): 3 clusters Score: Raw -1328820.646780 + Penalty 1815.287136 = -1327005.359644 nChanged 4 SP:Iteration 63Q (2535.964847 sec): 3 clusters Score: Raw -1328822.691628 + Penalty 1815.287136 = -1327007.404492 nChanged 4 SP:Iteration 64Q (2536.028565 sec): 3 clusters Score: Raw -1328824.441487 + Penalty 1815.287136 = -1327009.154352 nChanged 6 SP:Iteration 65Q (2536.081754 sec): 3 clusters Score: Raw -1328828.984000 + Penalty 1815.287136 = -1327013.696864 nChanged 9 SP:Iteration 66Q (2536.136118 sec): 3 clusters Score: Raw -1328833.295169 + Penalty 1815.287136 = -1327018.008033 nChanged 8 SP:Iteration 67Q (2536.208735 sec): 3 clusters Score: Raw -1328835.819014 + Penalty 1815.287136 = -1327020.531879 nChanged 5 SP:Iteration 68Q (2536.269758 sec): 3 clusters Score: Raw -1328837.215566 + Penalty 1815.287136 = -1327021.928430 nChanged 4 SP:Iteration 69Q (2536.322750 sec): 3 clusters Score: Raw -1328838.194924 + Penalty 1815.287136 = -1327022.907789 nChanged 5 SP:Iteration 70Q (2536.389997 sec): 3 clusters Score: Raw -1328839.190104 + Penalty 1815.287136 = -1327023.902968 nChanged 1 SP:Iteration 71Q (2536.441047 sec): 3 clusters Score: Raw -1328839.462104 + Penalty 1815.287136 = -1327024.174968 nChanged 2 SP:Iteration 72Q (2536.506598 sec): 3 clusters Score: Raw -1328840.308160 + Penalty 1815.287136 = -1327025.021024 nChanged 3 SP:Iteration 73Q (2536.566314 sec): 3 clusters Score: Raw -1328841.678994 + Penalty 1815.287136 = -1327026.391858 nChanged 3 SP:Iteration 74Q (2536.623944 sec): 3 clusters Score: Raw -1328842.927868 + Penalty 1815.287136 = -1327027.640732 nChanged 1 SP:Iteration 75Q (2536.686974 sec): 3 clusters Score: Raw -1328843.081469 + Penalty 1815.287136 = -1327027.794333 nChanged 0 SP:Iteration 76F (2536.744090 sec): 3 clusters Score: Raw -1328843.081469 + Penalty 1815.287136 = -1327027.794333 nChanged 0 Trying to split cluster 31 (9057 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2536.787139 sec): 2 clusters Score: Raw -836306.961713 + Penalty 865.572856 = -835441.388857 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2536.847818 sec): 3 clusters Score: Raw -830990.796305 + Penalty 1731.145711 = -829259.650594 nChanged 3919 SP:Iteration 1F (2536.900010 sec): 3 clusters Score: Raw -833163.345294 + Penalty 1731.145711 = -831432.199582 nChanged 507 SP:Iteration 2F (2536.957499 sec): 3 clusters Score: Raw -833366.529212 + Penalty 1731.145711 = -831635.383501 nChanged 471 SP:Iteration 3F (2537.014318 sec): 3 clusters Score: Raw -833581.936346 + Penalty 1731.145711 = -831850.790634 nChanged 483 SP:Iteration 4F (2537.065849 sec): 3 clusters Score: Raw -833810.156554 + Penalty 1731.145711 = -832079.010843 nChanged 490 SP:Iteration 5F (2537.119699 sec): 3 clusters Score: Raw -834065.107812 + Penalty 1731.145711 = -832333.962101 nChanged 482 SP:Iteration 6F (2537.182465 sec): 3 clusters Score: Raw -834331.110626 + Penalty 1731.145711 = -832599.964915 nChanged 468 SP:Iteration 7F (2537.233175 sec): 3 clusters Score: Raw -834630.508614 + Penalty 1731.145711 = -832899.362902 nChanged 448 SP:Iteration 8Q (2537.285660 sec): 3 clusters Score: Raw -834936.950914 + Penalty 1731.145711 = -833205.805203 nChanged 413 SP:Iteration 9Q (2537.342906 sec): 3 clusters Score: Raw -835220.931409 + Penalty 1731.145711 = -833489.785697 nChanged 310 SP:Iteration 10Q (2537.408780 sec): 3 clusters Score: Raw -835443.605517 + Penalty 1731.145711 = -833712.459806 nChanged 264 SP:Iteration 11Q (2537.465447 sec): 3 clusters Score: Raw -835602.962295 + Penalty 1731.145711 = -833871.816583 nChanged 217 SP:Iteration 12Q (2537.529503 sec): 3 clusters Score: Raw -835721.098506 + Penalty 1731.145711 = -833989.952795 nChanged 185 SP:Iteration 13Q (2537.587750 sec): 3 clusters Score: Raw -835825.036165 + Penalty 1731.145711 = -834093.890454 nChanged 170 SP:Iteration 14Q (2537.648089 sec): 3 clusters Score: Raw -835919.441923 + Penalty 1731.145711 = -834188.296211 nChanged 162 SP:Iteration 15Q (2537.703543 sec): 3 clusters Score: Raw -836011.668654 + Penalty 1731.145711 = -834280.522942 nChanged 136 SP:Iteration 16Q (2537.761187 sec): 3 clusters Score: Raw -836085.827301 + Penalty 1731.145711 = -834354.681590 nChanged 131 SP:Iteration 17Q (2537.810938 sec): 3 clusters Score: Raw -836163.042256 + Penalty 1731.145711 = -834431.896544 nChanged 102 SP:Iteration 18Q (2537.870336 sec): 3 clusters Score: Raw -836215.295489 + Penalty 1731.145711 = -834484.149777 nChanged 88 SP:Iteration 19Q (2537.928222 sec): 3 clusters Score: Raw -836257.662181 + Penalty 1731.145711 = -834526.516469 nChanged 81 SP:Iteration 20F (2537.986239 sec): 3 clusters Score: Raw -836293.046882 + Penalty 1731.145711 = -834561.901171 nChanged 53 SP:Iteration 21Q (2538.036811 sec): 3 clusters Score: Raw -836307.941846 + Penalty 1731.145711 = -834576.796135 nChanged 40 SP:Iteration 22Q (2538.096287 sec): 3 clusters Score: Raw -836316.861831 + Penalty 1731.145711 = -834585.716119 nChanged 36 SP:Iteration 23Q (2538.156206 sec): 3 clusters Score: Raw -836324.670922 + Penalty 1731.145711 = -834593.525210 nChanged 21 SP:Iteration 24Q (2538.209613 sec): 3 clusters Score: Raw -836328.313798 + Penalty 1731.145711 = -834597.168087 nChanged 19 SP:Iteration 25Q (2538.255472 sec): 3 clusters Score: Raw -836332.040455 + Penalty 1731.145711 = -834600.894744 nChanged 16 SP:Iteration 26Q (2538.310441 sec): 3 clusters Score: Raw -836335.866376 + Penalty 1731.145711 = -834604.720665 nChanged 16 SP:Iteration 27Q (2538.361924 sec): 3 clusters Score: Raw -836339.629008 + Penalty 1731.145711 = -834608.483296 nChanged 20 SP:Iteration 28Q (2538.408931 sec): 3 clusters Score: Raw -836344.310175 + Penalty 1731.145711 = -834613.164464 nChanged 15 SP:Iteration 29Q (2538.472066 sec): 3 clusters Score: Raw -836347.116901 + Penalty 1731.145711 = -834615.971190 nChanged 13 SP:Iteration 30Q (2538.517356 sec): 3 clusters Score: Raw -836349.936439 + Penalty 1731.145711 = -834618.790728 nChanged 15 SP:Iteration 31Q (2538.575579 sec): 3 clusters Score: Raw -836353.409461 + Penalty 1731.145711 = -834622.263749 nChanged 15 SP:Iteration 32Q (2538.622255 sec): 3 clusters Score: Raw -836356.129310 + Penalty 1731.145711 = -834624.983599 nChanged 12 SP:Iteration 33Q (2538.689506 sec): 3 clusters Score: Raw -836358.234538 + Penalty 1731.145711 = -834627.088826 nChanged 9 SP:Iteration 34Q (2538.736647 sec): 3 clusters Score: Raw -836360.264291 + Penalty 1731.145711 = -834629.118580 nChanged 4 SP:Iteration 35Q (2538.802045 sec): 3 clusters Score: Raw -836360.877995 + Penalty 1731.145711 = -834629.732284 nChanged 7 SP:Iteration 36Q (2538.856001 sec): 3 clusters Score: Raw -836361.866555 + Penalty 1731.145711 = -834630.720843 nChanged 10 SP:Iteration 37Q (2538.916975 sec): 3 clusters Score: Raw -836363.691861 + Penalty 1731.145711 = -834632.546150 nChanged 13 SP:Iteration 38Q (2538.974388 sec): 3 clusters Score: Raw -836366.320812 + Penalty 1731.145711 = -834635.175100 nChanged 10 SP:Iteration 39Q (2539.027860 sec): 3 clusters Score: Raw -836368.594691 + Penalty 1731.145711 = -834637.448979 nChanged 14 SP:Iteration 40F (2539.077834 sec): 3 clusters Score: Raw -836372.125439 + Penalty 1731.145711 = -834640.979728 nChanged 13 SP:Iteration 41Q (2539.146918 sec): 3 clusters Score: Raw -836374.495088 + Penalty 1731.145711 = -834643.349377 nChanged 9 SP:Iteration 42Q (2539.195495 sec): 3 clusters Score: Raw -836376.052058 + Penalty 1731.145711 = -834644.906347 nChanged 5 SP:Iteration 43Q (2539.253251 sec): 3 clusters Score: Raw -836376.857035 + Penalty 1731.145711 = -834645.711324 nChanged 5 SP:Iteration 44Q (2539.308257 sec): 3 clusters Score: Raw -836377.783760 + Penalty 1731.145711 = -834646.638049 nChanged 5 SP:Iteration 45Q (2539.366938 sec): 3 clusters Score: Raw -836378.400352 + Penalty 1731.145711 = -834647.254640 nChanged 4 SP:Iteration 46Q (2539.424762 sec): 3 clusters Score: Raw -836379.104426 + Penalty 1731.145711 = -834647.958715 nChanged 4 SP:Iteration 47Q (2539.466739 sec): 3 clusters Score: Raw -836379.745676 + Penalty 1731.145711 = -834648.599964 nChanged 6 SP:Iteration 48Q (2539.528236 sec): 3 clusters Score: Raw -836381.104991 + Penalty 1731.145711 = -834649.959279 nChanged 5 SP:Iteration 49Q (2539.586409 sec): 3 clusters Score: Raw -836382.219362 + Penalty 1731.145711 = -834651.073650 nChanged 4 SP:Iteration 50Q (2539.633809 sec): 3 clusters Score: Raw -836382.929454 + Penalty 1731.145711 = -834651.783742 nChanged 4 SP:Iteration 51Q (2539.690460 sec): 3 clusters Score: Raw -836383.426545 + Penalty 1731.145711 = -834652.280834 nChanged 6 SP:Iteration 52Q (2539.753976 sec): 3 clusters Score: Raw -836384.255359 + Penalty 1731.145711 = -834653.109648 nChanged 9 SP:Iteration 53Q (2539.794891 sec): 3 clusters Score: Raw -836385.755154 + Penalty 1731.145711 = -834654.609442 nChanged 8 SP:Iteration 54Q (2539.859095 sec): 3 clusters Score: Raw -836387.111249 + Penalty 1731.145711 = -834655.965537 nChanged 13 SP:Iteration 55Q (2539.912569 sec): 3 clusters Score: Raw -836389.322504 + Penalty 1731.145711 = -834658.176792 nChanged 9 SP:Iteration 56Q (2539.956577 sec): 3 clusters Score: Raw -836391.000810 + Penalty 1731.145711 = -834659.855098 nChanged 11 SP:Iteration 57Q (2540.009988 sec): 3 clusters Score: Raw -836395.165000 + Penalty 1731.145711 = -834664.019289 nChanged 14 SP:Iteration 58Q (2540.071515 sec): 3 clusters Score: Raw -836399.754175 + Penalty 1731.145711 = -834668.608463 nChanged 21 SP:Iteration 59Q (2540.118965 sec): 3 clusters Score: Raw -836407.738217 + Penalty 1731.145711 = -834676.592505 nChanged 22 SP:Iteration 60F (2540.173918 sec): 3 clusters Score: Raw -836414.586821 + Penalty 1731.145711 = -834683.441109 nChanged 14 SP:Iteration 61Q (2540.224929 sec): 3 clusters Score: Raw -836417.996291 + Penalty 1731.145711 = -834686.850580 nChanged 12 SP:Iteration 62Q (2540.287440 sec): 3 clusters Score: Raw -836420.486819 + Penalty 1731.145711 = -834689.341107 nChanged 9 SP:Iteration 63Q (2540.336100 sec): 3 clusters Score: Raw -836422.003433 + Penalty 1731.145711 = -834690.857721 nChanged 7 SP:Iteration 64Q (2540.388622 sec): 3 clusters Score: Raw -836422.980627 + Penalty 1731.145711 = -834691.834916 nChanged 6 SP:Iteration 65Q (2540.441549 sec): 3 clusters Score: Raw -836424.112848 + Penalty 1731.145711 = -834692.967136 nChanged 6 SP:Iteration 66Q (2540.494077 sec): 3 clusters Score: Raw -836425.736994 + Penalty 1731.145711 = -834694.591283 nChanged 8 SP:Iteration 67Q (2540.541286 sec): 3 clusters Score: Raw -836427.795641 + Penalty 1731.145711 = -834696.649930 nChanged 6 SP:Iteration 68Q (2540.591950 sec): 3 clusters Score: Raw -836428.653863 + Penalty 1731.145711 = -834697.508151 nChanged 7 SP:Iteration 69Q (2540.645093 sec): 3 clusters Score: Raw -836429.884919 + Penalty 1731.145711 = -834698.739207 nChanged 4 SP:Iteration 70Q (2540.697990 sec): 3 clusters Score: Raw -836430.260591 + Penalty 1731.145711 = -834699.114880 nChanged 1 SP:Iteration 71Q (2540.744428 sec): 3 clusters Score: Raw -836430.284201 + Penalty 1731.145711 = -834699.138490 nChanged 0 SP:Iteration 72F (2540.809241 sec): 3 clusters Score: Raw -836430.284201 + Penalty 1731.145711 = -834699.138490 nChanged 0 Trying to split cluster 32 (2554 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2540.832182 sec): 2 clusters Score: Raw -246885.873425 + Penalty 745.314523 = -246140.558901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2540.866967 sec): 3 clusters Score: Raw -245616.627294 + Penalty 1490.629047 = -244125.998247 nChanged 996 SP:Iteration 1F (2540.900598 sec): 3 clusters Score: Raw -246167.342725 + Penalty 1490.629047 = -244676.713678 nChanged 174 SP:Iteration 2F (2540.938090 sec): 3 clusters Score: Raw -246262.774675 + Penalty 1490.629047 = -244772.145628 nChanged 147 SP:Iteration 3F (2540.982493 sec): 3 clusters Score: Raw -246344.275280 + Penalty 1490.629047 = -244853.646233 nChanged 119 SP:Iteration 4Q (2541.014802 sec): 3 clusters Score: Raw -246416.542080 + Penalty 1490.629047 = -244925.913033 nChanged 105 SP:Iteration 5Q (2541.068533 sec): 3 clusters Score: Raw -246464.994444 + Penalty 1490.629047 = -244974.365397 nChanged 84 SP:Iteration 6Q (2541.106843 sec): 3 clusters Score: Raw -246502.439032 + Penalty 1490.629047 = -245011.809985 nChanged 80 SP:Iteration 7Q (2541.146826 sec): 3 clusters Score: Raw -246543.249835 + Penalty 1490.629047 = -245052.620788 nChanged 85 SP:Iteration 8Q (2541.192664 sec): 3 clusters Score: Raw -246598.101068 + Penalty 1490.629047 = -245107.472021 nChanged 87 SP:Iteration 9Q (2541.239678 sec): 3 clusters Score: Raw -246648.037383 + Penalty 1490.629047 = -245157.408336 nChanged 80 SP:Iteration 10Q (2541.283932 sec): 3 clusters Score: Raw -246693.423979 + Penalty 1490.629047 = -245202.794932 nChanged 65 SP:Iteration 11Q (2541.328932 sec): 3 clusters Score: Raw -246733.599105 + Penalty 1490.629047 = -245242.970058 nChanged 54 SP:Iteration 12Q (2541.373222 sec): 3 clusters Score: Raw -246768.197123 + Penalty 1490.629047 = -245277.568076 nChanged 57 SP:Iteration 13Q (2541.414837 sec): 3 clusters Score: Raw -246799.965642 + Penalty 1490.629047 = -245309.336596 nChanged 47 SP:Iteration 14Q (2541.461824 sec): 3 clusters Score: Raw -246825.744088 + Penalty 1490.629047 = -245335.115041 nChanged 44 SP:Iteration 15Q (2541.508459 sec): 3 clusters Score: Raw -246853.988055 + Penalty 1490.629047 = -245363.359008 nChanged 40 SP:Iteration 16Q (2541.544694 sec): 3 clusters Score: Raw -246879.521363 + Penalty 1490.629047 = -245388.892316 nChanged 35 SP:Iteration 17Q (2541.586564 sec): 3 clusters Score: Raw -246900.613054 + Penalty 1490.629047 = -245409.984007 nChanged 27 SP:Iteration 18Q (2541.635946 sec): 3 clusters Score: Raw -246912.761306 + Penalty 1490.629047 = -245422.132259 nChanged 22 SP:Iteration 19Q (2541.674506 sec): 3 clusters Score: Raw -246925.633447 + Penalty 1490.629047 = -245435.004400 nChanged 21 SP:Iteration 20F (2541.721017 sec): 3 clusters Score: Raw -246934.661277 + Penalty 1490.629047 = -245444.032231 nChanged 16 SP:Iteration 21Q (2541.765810 sec): 3 clusters Score: Raw -246940.844061 + Penalty 1490.629047 = -245450.215014 nChanged 14 SP:Iteration 22Q (2541.811423 sec): 3 clusters Score: Raw -246944.430715 + Penalty 1490.629047 = -245453.801668 nChanged 5 SP:Iteration 23Q (2541.862164 sec): 3 clusters Score: Raw -246945.787802 + Penalty 1490.629047 = -245455.158755 nChanged 5 SP:Iteration 24Q (2541.910787 sec): 3 clusters Score: Raw -246946.793562 + Penalty 1490.629047 = -245456.164515 nChanged 1 SP:Iteration 25Q (2541.961008 sec): 3 clusters Score: Raw -246946.928371 + Penalty 1490.629047 = -245456.299324 nChanged 0 SP:Iteration 26F (2542.007510 sec): 3 clusters Score: Raw -246946.928371 + Penalty 1490.629047 = -245456.299324 nChanged 0 Trying to split cluster 33 (3353 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2542.043164 sec): 2 clusters Score: Raw -289894.852831 + Penalty 771.173021 = -289123.679810 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2542.084729 sec): 3 clusters Score: Raw -288140.177088 + Penalty 1542.346042 = -286597.831047 nChanged 1412 SP:Iteration 1F (2542.127393 sec): 3 clusters Score: Raw -289036.673922 + Penalty 1542.346042 = -287494.327880 nChanged 261 SP:Iteration 2F (2542.185944 sec): 3 clusters Score: Raw -289174.054613 + Penalty 1542.346042 = -287631.708571 nChanged 166 SP:Iteration 3Q (2542.224931 sec): 3 clusters Score: Raw -289254.828206 + Penalty 1542.346042 = -287712.482164 nChanged 153 SP:Iteration 4Q (2542.283913 sec): 3 clusters Score: Raw -289340.478144 + Penalty 1542.346042 = -287798.132103 nChanged 133 SP:Iteration 5Q (2542.335094 sec): 3 clusters Score: Raw -289421.511094 + Penalty 1542.346042 = -287879.165052 nChanged 142 SP:Iteration 6Q (2542.374448 sec): 3 clusters Score: Raw -289536.403503 + Penalty 1542.346042 = -287994.057461 nChanged 147 SP:Iteration 7Q (2542.422071 sec): 3 clusters Score: Raw -289652.003636 + Penalty 1542.346042 = -288109.657594 nChanged 140 SP:Iteration 8Q (2542.468653 sec): 3 clusters Score: Raw -289772.914124 + Penalty 1542.346042 = -288230.568082 nChanged 123 SP:Iteration 9Q (2542.526452 sec): 3 clusters Score: Raw -289870.048078 + Penalty 1542.346042 = -288327.702036 nChanged 110 SP:Iteration 10Q (2542.573912 sec): 3 clusters Score: Raw -289969.181240 + Penalty 1542.346042 = -288426.835198 nChanged 113 SP:Iteration 11Q (2542.626537 sec): 3 clusters Score: Raw -290077.103005 + Penalty 1542.346042 = -288534.756964 nChanged 92 SP:Iteration 12Q (2542.672067 sec): 3 clusters Score: Raw -290161.831465 + Penalty 1542.346042 = -288619.485423 nChanged 85 SP:Iteration 13Q (2542.725293 sec): 3 clusters Score: Raw -290247.340557 + Penalty 1542.346042 = -288704.994515 nChanged 77 SP:Iteration 14Q (2542.762724 sec): 3 clusters Score: Raw -290309.095037 + Penalty 1542.346042 = -288766.748995 nChanged 50 SP:Iteration 15Q (2542.812309 sec): 3 clusters Score: Raw -290338.970008 + Penalty 1542.346042 = -288796.623967 nChanged 40 SP:Iteration 16Q (2542.871163 sec): 3 clusters Score: Raw -290357.600961 + Penalty 1542.346042 = -288815.254919 nChanged 31 SP:Iteration 17Q (2542.913071 sec): 3 clusters Score: Raw -290370.522786 + Penalty 1542.346042 = -288828.176744 nChanged 26 SP:Iteration 18Q (2542.967839 sec): 3 clusters Score: Raw -290382.039407 + Penalty 1542.346042 = -288839.693365 nChanged 31 SP:Iteration 19Q (2543.016547 sec): 3 clusters Score: Raw -290393.626148 + Penalty 1542.346042 = -288851.280106 nChanged 21 SP:Iteration 20F (2543.068261 sec): 3 clusters Score: Raw -290403.298629 + Penalty 1542.346042 = -288860.952587 nChanged 27 SP:Iteration 21Q (2543.118657 sec): 3 clusters Score: Raw -290419.629358 + Penalty 1542.346042 = -288877.283316 nChanged 34 SP:Iteration 22Q (2543.164324 sec): 3 clusters Score: Raw -290434.423915 + Penalty 1542.346042 = -288892.077874 nChanged 32 SP:Iteration 23Q (2543.214040 sec): 3 clusters Score: Raw -290453.554902 + Penalty 1542.346042 = -288911.208860 nChanged 39 SP:Iteration 24Q (2543.258636 sec): 3 clusters Score: Raw -290470.394583 + Penalty 1542.346042 = -288928.048541 nChanged 27 SP:Iteration 25Q (2543.314632 sec): 3 clusters Score: Raw -290481.948858 + Penalty 1542.346042 = -288939.602816 nChanged 34 SP:Iteration 26Q (2543.354592 sec): 3 clusters Score: Raw -290496.758346 + Penalty 1542.346042 = -288954.412304 nChanged 35 SP:Iteration 27Q (2543.401309 sec): 3 clusters Score: Raw -290511.258108 + Penalty 1542.346042 = -288968.912066 nChanged 37 SP:Iteration 28Q (2543.454073 sec): 3 clusters Score: Raw -290525.634031 + Penalty 1542.346042 = -288983.287989 nChanged 25 SP:Iteration 29Q (2543.506304 sec): 3 clusters Score: Raw -290534.312712 + Penalty 1542.346042 = -288991.966671 nChanged 23 SP:Iteration 30Q (2543.541732 sec): 3 clusters Score: Raw -290545.321513 + Penalty 1542.346042 = -289002.975471 nChanged 30 SP:Iteration 31Q (2543.596553 sec): 3 clusters Score: Raw -290557.122671 + Penalty 1542.346042 = -289014.776629 nChanged 28 SP:Iteration 32Q (2543.646004 sec): 3 clusters Score: Raw -290566.585342 + Penalty 1542.346042 = -289024.239300 nChanged 22 SP:Iteration 33Q (2543.701545 sec): 3 clusters Score: Raw -290574.293333 + Penalty 1542.346042 = -289031.947291 nChanged 20 SP:Iteration 34Q (2543.753319 sec): 3 clusters Score: Raw -290579.989504 + Penalty 1542.346042 = -289037.643462 nChanged 17 SP:Iteration 35Q (2543.804765 sec): 3 clusters Score: Raw -290585.182059 + Penalty 1542.346042 = -289042.836017 nChanged 6 SP:Iteration 36Q (2543.854337 sec): 3 clusters Score: Raw -290586.570821 + Penalty 1542.346042 = -289044.224779 nChanged 6 SP:Iteration 37Q (2543.901414 sec): 3 clusters Score: Raw -290587.931497 + Penalty 1542.346042 = -289045.585455 nChanged 7 SP:Iteration 38Q (2543.947214 sec): 3 clusters Score: Raw -290588.587284 + Penalty 1542.346042 = -289046.241242 nChanged 3 SP:Iteration 39Q (2543.987593 sec): 3 clusters Score: Raw -290588.904884 + Penalty 1542.346042 = -289046.558842 nChanged 1 SP:Iteration 40F (2544.038959 sec): 3 clusters Score: Raw -290589.085590 + Penalty 1542.346042 = -289046.739548 nChanged 1 SP:Iteration 41Q (2544.084464 sec): 3 clusters Score: Raw -290589.209552 + Penalty 1542.346042 = -289046.863511 nChanged 1 SP:Iteration 42Q (2544.129092 sec): 3 clusters Score: Raw -290589.269033 + Penalty 1542.346042 = -289046.922991 nChanged 1 SP:Iteration 43Q (2544.177153 sec): 3 clusters Score: Raw -290589.326613 + Penalty 1542.346042 = -289046.980571 nChanged 0 SP:Iteration 44F (2544.229444 sec): 3 clusters Score: Raw -290589.326613 + Penalty 1542.346042 = -289046.980571 nChanged 0 Trying to split cluster 34 (290221 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2544.554072 sec): 2 clusters Score: Raw -27690579.244535 + Penalty 1194.947808 = -27689384.296727 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2544.981036 sec): 3 clusters Score: Raw -27495259.911543 + Penalty 2389.895616 = -27492870.015927 nChanged 142423 SP:Iteration 1F (2545.390912 sec): 3 clusters Score: Raw -27583089.756413 + Penalty 2389.895616 = -27580699.860796 nChanged 10356 SP:Iteration 2Q (2545.825409 sec): 3 clusters Score: Raw -27586611.457018 + Penalty 2389.895616 = -27584221.561402 nChanged 12919 SP:Iteration 3Q (2546.249006 sec): 3 clusters Score: Raw -27592532.619677 + Penalty 2389.895616 = -27590142.724061 nChanged 16473 SP:Iteration 4F (2546.654720 sec): 3 clusters Score: Raw -27602451.789506 + Penalty 2389.895616 = -27600061.893890 nChanged 19665 SP:Iteration 5F (2547.053186 sec): 3 clusters Score: Raw -27617391.214588 + Penalty 2389.895616 = -27615001.318972 nChanged 20680 SP:Iteration 6F (2547.458441 sec): 3 clusters Score: Raw -27635806.242477 + Penalty 2389.895616 = -27633416.346861 nChanged 17666 SP:Iteration 7F (2547.863248 sec): 3 clusters Score: Raw -27651105.179451 + Penalty 2389.895616 = -27648715.283835 nChanged 13006 SP:Iteration 8Q (2548.276652 sec): 3 clusters Score: Raw -27660007.399797 + Penalty 2389.895616 = -27657617.504180 nChanged 8691 SP:Iteration 9Q (2548.671983 sec): 3 clusters Score: Raw -27664639.232109 + Penalty 2389.895616 = -27662249.336493 nChanged 6452 SP:Iteration 10Q (2549.062882 sec): 3 clusters Score: Raw -27667942.076325 + Penalty 2389.895616 = -27665552.180708 nChanged 5581 SP:Iteration 11Q (2549.445095 sec): 3 clusters Score: Raw -27670797.180558 + Penalty 2389.895616 = -27668407.284942 nChanged 5057 SP:Iteration 12Q (2549.837201 sec): 3 clusters Score: Raw -27673382.966618 + Penalty 2389.895616 = -27670993.071002 nChanged 4714 SP:Iteration 13Q (2550.182722 sec): 3 clusters Score: Raw -27675845.502900 + Penalty 2389.895616 = -27673455.607284 nChanged 4284 SP:Iteration 14Q (2550.532477 sec): 3 clusters Score: Raw -27678123.584642 + Penalty 2389.895616 = -27675733.689026 nChanged 3794 SP:Iteration 15Q (2550.868888 sec): 3 clusters Score: Raw -27680150.127409 + Penalty 2389.895616 = -27677760.231793 nChanged 3432 SP:Iteration 16Q (2551.228378 sec): 3 clusters Score: Raw -27682020.333035 + Penalty 2389.895616 = -27679630.437419 nChanged 2948 SP:Iteration 17Q (2551.564495 sec): 3 clusters Score: Raw -27683657.401218 + Penalty 2389.895616 = -27681267.505602 nChanged 2512 SP:Iteration 18Q (2551.919826 sec): 3 clusters Score: Raw -27685118.137571 + Penalty 2389.895616 = -27682728.241955 nChanged 2197 SP:Iteration 19Q (2552.279594 sec): 3 clusters Score: Raw -27686432.277479 + Penalty 2389.895616 = -27684042.381863 nChanged 1783 SP:Iteration 20F (2552.654282 sec): 3 clusters Score: Raw -27687487.599718 + Penalty 2389.895616 = -27685097.704101 nChanged 1407 SP:Iteration 21Q (2552.979394 sec): 3 clusters Score: Raw -27688322.633116 + Penalty 2389.895616 = -27685932.737500 nChanged 1082 SP:Iteration 22Q (2553.303580 sec): 3 clusters Score: Raw -27688960.665921 + Penalty 2389.895616 = -27686570.770304 nChanged 811 SP:Iteration 23Q (2553.645762 sec): 3 clusters Score: Raw -27689435.762067 + Penalty 2389.895616 = -27687045.866450 nChanged 597 SP:Iteration 24Q (2553.978500 sec): 3 clusters Score: Raw -27689770.863896 + Penalty 2389.895616 = -27687380.968280 nChanged 470 SP:Iteration 25Q (2554.318894 sec): 3 clusters Score: Raw -27690041.886989 + Penalty 2389.895616 = -27687651.991373 nChanged 356 SP:Iteration 26Q (2554.665457 sec): 3 clusters Score: Raw -27690260.855753 + Penalty 2389.895616 = -27687870.960136 nChanged 271 SP:Iteration 27Q (2555.000426 sec): 3 clusters Score: Raw -27690419.253691 + Penalty 2389.895616 = -27688029.358075 nChanged 172 SP:Iteration 28Q (2555.335103 sec): 3 clusters Score: Raw -27690506.891753 + Penalty 2389.895616 = -27688116.996137 nChanged 118 SP:Iteration 29Q (2555.673861 sec): 3 clusters Score: Raw -27690565.167695 + Penalty 2389.895616 = -27688175.272079 nChanged 102 SP:Iteration 30Q (2555.984290 sec): 3 clusters Score: Raw -27690610.358349 + Penalty 2389.895616 = -27688220.462733 nChanged 67 SP:Iteration 31Q (2556.311808 sec): 3 clusters Score: Raw -27690639.914993 + Penalty 2389.895616 = -27688250.019377 nChanged 52 SP:Iteration 32Q (2556.644079 sec): 3 clusters Score: Raw -27690664.053631 + Penalty 2389.895616 = -27688274.158015 nChanged 41 SP:Iteration 33Q (2556.964805 sec): 3 clusters Score: Raw -27690679.793691 + Penalty 2389.895616 = -27688289.898074 nChanged 40 SP:Iteration 34Q (2557.310609 sec): 3 clusters Score: Raw -27690696.592266 + Penalty 2389.895616 = -27688306.696649 nChanged 36 SP:Iteration 35Q (2557.646677 sec): 3 clusters Score: Raw -27690711.616119 + Penalty 2389.895616 = -27688321.720503 nChanged 27 SP:Iteration 36Q (2557.968746 sec): 3 clusters Score: Raw -27690723.103067 + Penalty 2389.895616 = -27688333.207451 nChanged 23 SP:Iteration 37Q (2558.307252 sec): 3 clusters Score: Raw -27690732.054624 + Penalty 2389.895616 = -27688342.159008 nChanged 27 SP:Iteration 38Q (2558.636234 sec): 3 clusters Score: Raw -27690743.782565 + Penalty 2389.895616 = -27688353.886949 nChanged 26 SP:Iteration 39Q (2558.933366 sec): 3 clusters Score: Raw -27690756.909394 + Penalty 2389.895616 = -27688367.013778 nChanged 21 SP:Iteration 40F (2559.336259 sec): 3 clusters Score: Raw -27690764.398910 + Penalty 2389.895616 = -27688374.503294 nChanged 14 SP:Iteration 41Q (2559.684547 sec): 3 clusters Score: Raw -27690769.459707 + Penalty 2389.895616 = -27688379.564091 nChanged 9 SP:Iteration 42Q (2560.025878 sec): 3 clusters Score: Raw -27690773.193090 + Penalty 2389.895616 = -27688383.297473 nChanged 11 SP:Iteration 43Q (2560.369346 sec): 3 clusters Score: Raw -27690775.658586 + Penalty 2389.895616 = -27688385.762969 nChanged 4 SP:Iteration 44Q (2560.698752 sec): 3 clusters Score: Raw -27690776.792491 + Penalty 2389.895616 = -27688386.896875 nChanged 3 SP:Iteration 45Q (2561.024440 sec): 3 clusters Score: Raw -27690777.858308 + Penalty 2389.895616 = -27688387.962692 nChanged 5 SP:Iteration 46Q (2561.343764 sec): 3 clusters Score: Raw -27690779.777037 + Penalty 2389.895616 = -27688389.881420 nChanged 5 SP:Iteration 47Q (2561.659913 sec): 3 clusters Score: Raw -27690781.987491 + Penalty 2389.895616 = -27688392.091875 nChanged 5 SP:Iteration 48Q (2561.962892 sec): 3 clusters Score: Raw -27690783.731858 + Penalty 2389.895616 = -27688393.836242 nChanged 3 SP:Iteration 49Q (2562.306798 sec): 3 clusters Score: Raw -27690784.214015 + Penalty 2389.895616 = -27688394.318399 nChanged 0 SP:Iteration 50F (2562.730404 sec): 3 clusters Score: Raw -27690784.214015 + Penalty 2389.895616 = -27688394.318399 nChanged 0 Trying to split cluster 35 (2430 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2562.776333 sec): 2 clusters Score: Raw -193072.471613 + Penalty 740.586421 = -192331.885192 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2562.826582 sec): 3 clusters Score: Raw -191890.732531 + Penalty 1481.172842 = -190409.559689 nChanged 949 SP:Iteration 1F (2562.863087 sec): 3 clusters Score: Raw -192438.659181 + Penalty 1481.172842 = -190957.486339 nChanged 211 SP:Iteration 2F (2562.917395 sec): 3 clusters Score: Raw -192591.575669 + Penalty 1481.172842 = -191110.402827 nChanged 148 SP:Iteration 3F (2562.954430 sec): 3 clusters Score: Raw -192711.338806 + Penalty 1481.172842 = -191230.165964 nChanged 120 SP:Iteration 4Q (2562.989795 sec): 3 clusters Score: Raw -192806.869445 + Penalty 1481.172842 = -191325.696603 nChanged 119 SP:Iteration 5Q (2563.033999 sec): 3 clusters Score: Raw -192922.006242 + Penalty 1481.172842 = -191440.833400 nChanged 139 SP:Iteration 6F (2563.086314 sec): 3 clusters Score: Raw -193032.013245 + Penalty 1481.172842 = -191550.840403 nChanged 107 SP:Iteration 7Q (2563.123670 sec): 3 clusters Score: Raw -193103.066504 + Penalty 1481.172842 = -191621.893662 nChanged 73 SP:Iteration 8Q (2563.159005 sec): 3 clusters Score: Raw -193142.780013 + Penalty 1481.172842 = -191661.607171 nChanged 58 SP:Iteration 9Q (2563.204586 sec): 3 clusters Score: Raw -193188.862080 + Penalty 1481.172842 = -191707.689238 nChanged 63 SP:Iteration 10Q (2563.250377 sec): 3 clusters Score: Raw -193231.999939 + Penalty 1481.172842 = -191750.827097 nChanged 52 SP:Iteration 11Q (2563.288737 sec): 3 clusters Score: Raw -193259.872643 + Penalty 1481.172842 = -191778.699801 nChanged 42 SP:Iteration 12Q (2563.330784 sec): 3 clusters Score: Raw -193292.158871 + Penalty 1481.172842 = -191810.986029 nChanged 38 SP:Iteration 13Q (2563.375602 sec): 3 clusters Score: Raw -193325.258583 + Penalty 1481.172842 = -191844.085741 nChanged 35 SP:Iteration 14Q (2563.409019 sec): 3 clusters Score: Raw -193341.634572 + Penalty 1481.172842 = -191860.461730 nChanged 30 SP:Iteration 15Q (2563.461090 sec): 3 clusters Score: Raw -193351.722884 + Penalty 1481.172842 = -191870.550042 nChanged 27 SP:Iteration 16Q (2563.496103 sec): 3 clusters Score: Raw -193361.371451 + Penalty 1481.172842 = -191880.198610 nChanged 20 SP:Iteration 17Q (2563.542177 sec): 3 clusters Score: Raw -193369.036179 + Penalty 1481.172842 = -191887.863337 nChanged 22 SP:Iteration 18Q (2563.572147 sec): 3 clusters Score: Raw -193378.927802 + Penalty 1481.172842 = -191897.754960 nChanged 24 SP:Iteration 19Q (2563.618684 sec): 3 clusters Score: Raw -193386.748508 + Penalty 1481.172842 = -191905.575666 nChanged 10 SP:Iteration 20F (2563.665377 sec): 3 clusters Score: Raw -193389.134348 + Penalty 1481.172842 = -191907.961506 nChanged 8 SP:Iteration 21Q (2563.722762 sec): 3 clusters Score: Raw -193391.233693 + Penalty 1481.172842 = -191910.060851 nChanged 6 SP:Iteration 22Q (2563.759368 sec): 3 clusters Score: Raw -193392.251083 + Penalty 1481.172842 = -191911.078242 nChanged 5 SP:Iteration 23Q (2563.793548 sec): 3 clusters Score: Raw -193393.171433 + Penalty 1481.172842 = -191911.998591 nChanged 4 SP:Iteration 24Q (2563.834242 sec): 3 clusters Score: Raw -193394.176526 + Penalty 1481.172842 = -191913.003684 nChanged 3 SP:Iteration 25Q (2563.879072 sec): 3 clusters Score: Raw -193395.191148 + Penalty 1481.172842 = -191914.018306 nChanged 7 SP:Iteration 26Q (2563.911287 sec): 3 clusters Score: Raw -193397.040263 + Penalty 1481.172842 = -191915.867421 nChanged 3 SP:Iteration 27Q (2563.954960 sec): 3 clusters Score: Raw -193397.709719 + Penalty 1481.172842 = -191916.536877 nChanged 3 SP:Iteration 28Q (2563.995905 sec): 3 clusters Score: Raw -193398.191678 + Penalty 1481.172842 = -191917.018836 nChanged 1 SP:Iteration 29Q (2564.052185 sec): 3 clusters Score: Raw -193398.472958 + Penalty 1481.172842 = -191917.300117 nChanged 3 SP:Iteration 30Q (2564.092415 sec): 3 clusters Score: Raw -193399.392505 + Penalty 1481.172842 = -191918.219663 nChanged 1 SP:Iteration 31Q (2564.133768 sec): 3 clusters Score: Raw -193399.524048 + Penalty 1481.172842 = -191918.351206 nChanged 1 SP:Iteration 32Q (2564.179963 sec): 3 clusters Score: Raw -193399.683018 + Penalty 1481.172842 = -191918.510177 nChanged 2 SP:Iteration 33Q (2564.234219 sec): 3 clusters Score: Raw -193400.357142 + Penalty 1481.172842 = -191919.184300 nChanged 3 SP:Iteration 34Q (2564.262771 sec): 3 clusters Score: Raw -193401.665447 + Penalty 1481.172842 = -191920.492605 nChanged 2 SP:Iteration 35Q (2564.310067 sec): 3 clusters Score: Raw -193402.207441 + Penalty 1481.172842 = -191921.034599 nChanged 1 SP:Iteration 36Q (2564.361475 sec): 3 clusters Score: Raw -193402.324222 + Penalty 1481.172842 = -191921.151380 nChanged 1 SP:Iteration 37Q (2564.406101 sec): 3 clusters Score: Raw -193402.482885 + Penalty 1481.172842 = -191921.310043 nChanged 0 SP:Iteration 38F (2564.454037 sec): 3 clusters Score: Raw -193402.482885 + Penalty 1481.172842 = -191921.310043 nChanged 0 Trying to split cluster 36 (1768 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2564.471301 sec): 2 clusters Score: Raw -155474.445444 + Penalty 710.372403 = -154764.073040 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2564.516744 sec): 3 clusters Score: Raw -154683.171174 + Penalty 1420.744806 = -153262.426368 nChanged 658 SP:Iteration 1F (2564.570381 sec): 3 clusters Score: Raw -155222.856732 + Penalty 1420.744806 = -153802.111926 nChanged 173 SP:Iteration 2F (2564.613945 sec): 3 clusters Score: Raw -155373.278468 + Penalty 1420.744806 = -153952.533662 nChanged 118 SP:Iteration 3F (2564.659569 sec): 3 clusters Score: Raw -155476.114709 + Penalty 1420.744806 = -154055.369902 nChanged 96 SP:Iteration 4F (2564.703714 sec): 3 clusters Score: Raw -155544.919851 + Penalty 1420.744806 = -154124.175045 nChanged 56 SP:Iteration 5Q (2564.751701 sec): 3 clusters Score: Raw -155586.025199 + Penalty 1420.744806 = -154165.280392 nChanged 42 SP:Iteration 6Q (2564.797503 sec): 3 clusters Score: Raw -155616.352842 + Penalty 1420.744806 = -154195.608036 nChanged 36 SP:Iteration 7Q (2564.847375 sec): 3 clusters Score: Raw -155638.809921 + Penalty 1420.744806 = -154218.065115 nChanged 27 SP:Iteration 8Q (2564.893291 sec): 3 clusters Score: Raw -155653.497055 + Penalty 1420.744806 = -154232.752249 nChanged 19 SP:Iteration 9Q (2564.935717 sec): 3 clusters Score: Raw -155669.074311 + Penalty 1420.744806 = -154248.329505 nChanged 22 SP:Iteration 10Q (2564.988022 sec): 3 clusters Score: Raw -155686.117526 + Penalty 1420.744806 = -154265.372719 nChanged 14 SP:Iteration 11Q (2565.037427 sec): 3 clusters Score: Raw -155694.258870 + Penalty 1420.744806 = -154273.514064 nChanged 11 SP:Iteration 12Q (2565.074455 sec): 3 clusters Score: Raw -155699.983746 + Penalty 1420.744806 = -154279.238940 nChanged 9 SP:Iteration 13Q (2565.132274 sec): 3 clusters Score: Raw -155704.792137 + Penalty 1420.744806 = -154284.047331 nChanged 7 SP:Iteration 14Q (2565.183035 sec): 3 clusters Score: Raw -155709.285333 + Penalty 1420.744806 = -154288.540527 nChanged 5 SP:Iteration 15Q (2565.231722 sec): 3 clusters Score: Raw -155710.581364 + Penalty 1420.744806 = -154289.836558 nChanged 1 SP:Iteration 16Q (2565.275808 sec): 3 clusters Score: Raw -155710.860721 + Penalty 1420.744806 = -154290.115915 nChanged 2 SP:Iteration 17Q (2565.324255 sec): 3 clusters Score: Raw -155711.204185 + Penalty 1420.744806 = -154290.459379 nChanged 0 SP:Iteration 18F (2565.369363 sec): 3 clusters Score: Raw -155711.204185 + Penalty 1420.744806 = -154290.459379 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2565.400116 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2565.434721 sec): 3 clusters Score: Raw -69077.812453 + Penalty 1239.476838 = -67838.335615 nChanged 204 SP:Iteration 1F (2565.481618 sec): 3 clusters Score: Raw -69250.274040 + Penalty 1239.476838 = -68010.797202 nChanged 54 SP:Iteration 2F (2565.517197 sec): 3 clusters Score: Raw -69314.338886 + Penalty 1239.476838 = -68074.862048 nChanged 40 SP:Iteration 3F (2565.556268 sec): 3 clusters Score: Raw -69349.677197 + Penalty 1239.476838 = -68110.200359 nChanged 22 SP:Iteration 4Q (2565.602243 sec): 3 clusters Score: Raw -69369.364365 + Penalty 1239.476838 = -68129.887526 nChanged 19 SP:Iteration 5Q (2565.642599 sec): 3 clusters Score: Raw -69386.239688 + Penalty 1239.476838 = -68146.762849 nChanged 12 SP:Iteration 6Q (2565.697389 sec): 3 clusters Score: Raw -69396.761567 + Penalty 1239.476838 = -68157.284729 nChanged 15 SP:Iteration 7Q (2565.743026 sec): 3 clusters Score: Raw -69412.199111 + Penalty 1239.476838 = -68172.722272 nChanged 10 SP:Iteration 8Q (2565.792576 sec): 3 clusters Score: Raw -69420.113353 + Penalty 1239.476838 = -68180.636515 nChanged 7 SP:Iteration 9Q (2565.841552 sec): 3 clusters Score: Raw -69424.230925 + Penalty 1239.476838 = -68184.754087 nChanged 2 SP:Iteration 10Q (2565.890963 sec): 3 clusters Score: Raw -69427.679897 + Penalty 1239.476838 = -68188.203058 nChanged 4 SP:Iteration 11Q (2565.935057 sec): 3 clusters Score: Raw -69431.639911 + Penalty 1239.476838 = -68192.163073 nChanged 6 SP:Iteration 12Q (2565.958831 sec): 3 clusters Score: Raw -69438.413236 + Penalty 1239.476838 = -68198.936397 nChanged 11 SP:Iteration 13Q (2566.016291 sec): 3 clusters Score: Raw -69449.224271 + Penalty 1239.476838 = -68209.747433 nChanged 6 SP:Iteration 14Q (2566.058439 sec): 3 clusters Score: Raw -69453.292364 + Penalty 1239.476838 = -68213.815526 nChanged 4 SP:Iteration 15Q (2566.113958 sec): 3 clusters Score: Raw -69455.756186 + Penalty 1239.476838 = -68216.279348 nChanged 0 SP:Iteration 16F (2566.148109 sec): 3 clusters Score: Raw -69455.756186 + Penalty 1239.476838 = -68216.279348 nChanged 0 Trying to split cluster 38 (2340 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2566.183260 sec): 2 clusters Score: Raw -226073.548585 + Penalty 737.001090 = -225336.547495 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2566.224396 sec): 3 clusters Score: Raw -224946.495471 + Penalty 1474.002180 = -223472.493291 nChanged 896 SP:Iteration 1F (2566.264989 sec): 3 clusters Score: Raw -225499.391541 + Penalty 1474.002180 = -224025.389361 nChanged 182 SP:Iteration 2F (2566.323915 sec): 3 clusters Score: Raw -225613.157964 + Penalty 1474.002180 = -224139.155785 nChanged 131 SP:Iteration 3F (2566.369023 sec): 3 clusters Score: Raw -225698.070397 + Penalty 1474.002180 = -224224.068218 nChanged 94 SP:Iteration 4Q (2566.421410 sec): 3 clusters Score: Raw -225754.114853 + Penalty 1474.002180 = -224280.112673 nChanged 72 SP:Iteration 5Q (2566.473015 sec): 3 clusters Score: Raw -225791.553055 + Penalty 1474.002180 = -224317.550875 nChanged 61 SP:Iteration 6Q (2566.515231 sec): 3 clusters Score: Raw -225824.124049 + Penalty 1474.002180 = -224350.121869 nChanged 56 SP:Iteration 7Q (2566.569839 sec): 3 clusters Score: Raw -225858.239161 + Penalty 1474.002180 = -224384.236981 nChanged 51 SP:Iteration 8Q (2566.605764 sec): 3 clusters Score: Raw -225883.539558 + Penalty 1474.002180 = -224409.537378 nChanged 38 SP:Iteration 9Q (2566.651794 sec): 3 clusters Score: Raw -225905.231714 + Penalty 1474.002180 = -224431.229535 nChanged 30 SP:Iteration 10Q (2566.704719 sec): 3 clusters Score: Raw -225922.482849 + Penalty 1474.002180 = -224448.480669 nChanged 36 SP:Iteration 11Q (2566.740268 sec): 3 clusters Score: Raw -225940.016847 + Penalty 1474.002180 = -224466.014668 nChanged 37 SP:Iteration 12Q (2566.789471 sec): 3 clusters Score: Raw -225961.601000 + Penalty 1474.002180 = -224487.598820 nChanged 42 SP:Iteration 13Q (2566.841952 sec): 3 clusters Score: Raw -225987.684549 + Penalty 1474.002180 = -224513.682369 nChanged 37 SP:Iteration 14Q (2566.881514 sec): 3 clusters Score: Raw -226009.398116 + Penalty 1474.002180 = -224535.395936 nChanged 28 SP:Iteration 15Q (2566.921833 sec): 3 clusters Score: Raw -226030.524559 + Penalty 1474.002180 = -224556.522379 nChanged 26 SP:Iteration 16Q (2566.974947 sec): 3 clusters Score: Raw -226045.169239 + Penalty 1474.002180 = -224571.167060 nChanged 20 SP:Iteration 17Q (2567.019972 sec): 3 clusters Score: Raw -226058.925097 + Penalty 1474.002180 = -224584.922918 nChanged 21 SP:Iteration 18Q (2567.065009 sec): 3 clusters Score: Raw -226070.831656 + Penalty 1474.002180 = -224596.829476 nChanged 11 SP:Iteration 19Q (2567.119551 sec): 3 clusters Score: Raw -226080.948936 + Penalty 1474.002180 = -224606.946756 nChanged 14 SP:Iteration 20F (2567.162620 sec): 3 clusters Score: Raw -226089.282356 + Penalty 1474.002180 = -224615.280176 nChanged 15 SP:Iteration 21Q (2567.206974 sec): 3 clusters Score: Raw -226101.607093 + Penalty 1474.002180 = -224627.604914 nChanged 14 SP:Iteration 22Q (2567.244947 sec): 3 clusters Score: Raw -226111.083324 + Penalty 1474.002180 = -224637.081144 nChanged 14 SP:Iteration 23Q (2567.297612 sec): 3 clusters Score: Raw -226119.944344 + Penalty 1474.002180 = -224645.942164 nChanged 13 SP:Iteration 24Q (2567.347682 sec): 3 clusters Score: Raw -226129.839696 + Penalty 1474.002180 = -224655.837517 nChanged 14 SP:Iteration 25Q (2567.401862 sec): 3 clusters Score: Raw -226139.130617 + Penalty 1474.002180 = -224665.128438 nChanged 11 SP:Iteration 26Q (2567.448255 sec): 3 clusters Score: Raw -226148.244390 + Penalty 1474.002180 = -224674.242210 nChanged 12 SP:Iteration 27Q (2567.496349 sec): 3 clusters Score: Raw -226155.944097 + Penalty 1474.002180 = -224681.941918 nChanged 11 SP:Iteration 28Q (2567.536666 sec): 3 clusters Score: Raw -226161.862553 + Penalty 1474.002180 = -224687.860373 nChanged 8 SP:Iteration 29Q (2567.589767 sec): 3 clusters Score: Raw -226166.260354 + Penalty 1474.002180 = -224692.258175 nChanged 7 SP:Iteration 30Q (2567.628936 sec): 3 clusters Score: Raw -226171.628768 + Penalty 1474.002180 = -224697.626588 nChanged 3 SP:Iteration 31Q (2567.668919 sec): 3 clusters Score: Raw -226174.998921 + Penalty 1474.002180 = -224700.996742 nChanged 5 SP:Iteration 32Q (2567.705523 sec): 3 clusters Score: Raw -226177.712673 + Penalty 1474.002180 = -224703.710493 nChanged 4 SP:Iteration 33Q (2567.760840 sec): 3 clusters Score: Raw -226180.634313 + Penalty 1474.002180 = -224706.632134 nChanged 5 SP:Iteration 34Q (2567.799357 sec): 3 clusters Score: Raw -226182.744069 + Penalty 1474.002180 = -224708.741890 nChanged 2 SP:Iteration 35Q (2567.859819 sec): 3 clusters Score: Raw -226183.610644 + Penalty 1474.002180 = -224709.608464 nChanged 1 SP:Iteration 36Q (2567.908186 sec): 3 clusters Score: Raw -226184.203798 + Penalty 1474.002180 = -224710.201618 nChanged 0 SP:Iteration 37F (2567.947746 sec): 3 clusters Score: Raw -226184.203798 + Penalty 1474.002180 = -224710.201618 nChanged 0 Trying to split cluster 39 (10234 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2567.980834 sec): 2 clusters Score: Raw -981559.499816 + Penalty 877.179725 = -980682.320091 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2568.044932 sec): 3 clusters Score: Raw -975545.232328 + Penalty 1754.359450 = -973790.872878 nChanged 4489 SP:Iteration 1F (2568.106019 sec): 3 clusters Score: Raw -977994.405782 + Penalty 1754.359450 = -976240.046332 nChanged 563 SP:Iteration 2F (2568.162895 sec): 3 clusters Score: Raw -978218.561631 + Penalty 1754.359450 = -976464.202181 nChanged 528 SP:Iteration 3F (2568.220190 sec): 3 clusters Score: Raw -978462.928187 + Penalty 1754.359450 = -976708.568737 nChanged 529 SP:Iteration 4F (2568.277490 sec): 3 clusters Score: Raw -978734.908220 + Penalty 1754.359450 = -976980.548770 nChanged 562 SP:Iteration 5F (2568.325061 sec): 3 clusters Score: Raw -979039.031146 + Penalty 1754.359450 = -977284.671696 nChanged 529 SP:Iteration 6F (2568.387083 sec): 3 clusters Score: Raw -979300.435430 + Penalty 1754.359450 = -977546.075980 nChanged 481 SP:Iteration 7Q (2568.445274 sec): 3 clusters Score: Raw -979544.212066 + Penalty 1754.359450 = -977789.852616 nChanged 468 SP:Iteration 8Q (2568.505865 sec): 3 clusters Score: Raw -979791.255647 + Penalty 1754.359450 = -978036.896197 nChanged 399 SP:Iteration 9Q (2568.562463 sec): 3 clusters Score: Raw -980019.658648 + Penalty 1754.359450 = -978265.299198 nChanged 385 SP:Iteration 10Q (2568.625541 sec): 3 clusters Score: Raw -980248.500527 + Penalty 1754.359450 = -978494.141077 nChanged 350 SP:Iteration 11Q (2568.688088 sec): 3 clusters Score: Raw -980455.767022 + Penalty 1754.359450 = -978701.407572 nChanged 291 SP:Iteration 12Q (2568.727846 sec): 3 clusters Score: Raw -980623.309645 + Penalty 1754.359450 = -978868.950195 nChanged 274 SP:Iteration 13Q (2568.791903 sec): 3 clusters Score: Raw -980790.596701 + Penalty 1754.359450 = -979036.237251 nChanged 214 SP:Iteration 14Q (2568.856016 sec): 3 clusters Score: Raw -980890.984515 + Penalty 1754.359450 = -979136.625065 nChanged 155 SP:Iteration 15Q (2568.912566 sec): 3 clusters Score: Raw -980948.660763 + Penalty 1754.359450 = -979194.301313 nChanged 127 SP:Iteration 16Q (2568.968146 sec): 3 clusters Score: Raw -980991.832862 + Penalty 1754.359450 = -979237.473412 nChanged 104 SP:Iteration 17Q (2569.026806 sec): 3 clusters Score: Raw -981023.744502 + Penalty 1754.359450 = -979269.385052 nChanged 87 SP:Iteration 18Q (2569.084179 sec): 3 clusters Score: Raw -981050.033093 + Penalty 1754.359450 = -979295.673643 nChanged 77 SP:Iteration 19Q (2569.128167 sec): 3 clusters Score: Raw -981069.753028 + Penalty 1754.359450 = -979315.393578 nChanged 66 SP:Iteration 20F (2569.190882 sec): 3 clusters Score: Raw -981088.468362 + Penalty 1754.359450 = -979334.108912 nChanged 64 SP:Iteration 21Q (2569.238921 sec): 3 clusters Score: Raw -981107.260946 + Penalty 1754.359450 = -979352.901496 nChanged 71 SP:Iteration 22Q (2569.292065 sec): 3 clusters Score: Raw -981128.940478 + Penalty 1754.359450 = -979374.581028 nChanged 88 SP:Iteration 23Q (2569.345495 sec): 3 clusters Score: Raw -981159.142237 + Penalty 1754.359450 = -979404.782787 nChanged 87 SP:Iteration 24Q (2569.402660 sec): 3 clusters Score: Raw -981186.286112 + Penalty 1754.359450 = -979431.926662 nChanged 60 SP:Iteration 25Q (2569.460716 sec): 3 clusters Score: Raw -981201.364536 + Penalty 1754.359450 = -979447.005086 nChanged 48 SP:Iteration 26Q (2569.526028 sec): 3 clusters Score: Raw -981211.891560 + Penalty 1754.359450 = -979457.532110 nChanged 50 SP:Iteration 27Q (2569.571309 sec): 3 clusters Score: Raw -981222.429571 + Penalty 1754.359450 = -979468.070121 nChanged 49 SP:Iteration 28Q (2569.638849 sec): 3 clusters Score: Raw -981233.870289 + Penalty 1754.359450 = -979479.510839 nChanged 42 SP:Iteration 29Q (2569.697764 sec): 3 clusters Score: Raw -981243.541185 + Penalty 1754.359450 = -979489.181735 nChanged 40 SP:Iteration 30Q (2569.742196 sec): 3 clusters Score: Raw -981253.615596 + Penalty 1754.359450 = -979499.256146 nChanged 36 SP:Iteration 31Q (2569.801606 sec): 3 clusters Score: Raw -981265.463822 + Penalty 1754.359450 = -979511.104372 nChanged 46 SP:Iteration 32Q (2569.858595 sec): 3 clusters Score: Raw -981278.393097 + Penalty 1754.359450 = -979524.033647 nChanged 44 SP:Iteration 33Q (2569.900300 sec): 3 clusters Score: Raw -981288.771431 + Penalty 1754.359450 = -979534.411981 nChanged 35 SP:Iteration 34Q (2569.953140 sec): 3 clusters Score: Raw -981298.301079 + Penalty 1754.359450 = -979543.941629 nChanged 49 SP:Iteration 35Q (2569.996453 sec): 3 clusters Score: Raw -981313.113394 + Penalty 1754.359450 = -979558.753944 nChanged 53 SP:Iteration 36Q (2570.039742 sec): 3 clusters Score: Raw -981326.545498 + Penalty 1754.359450 = -979572.186048 nChanged 44 SP:Iteration 37Q (2570.093973 sec): 3 clusters Score: Raw -981338.249648 + Penalty 1754.359450 = -979583.890198 nChanged 44 SP:Iteration 38Q (2570.148999 sec): 3 clusters Score: Raw -981352.632390 + Penalty 1754.359450 = -979598.272940 nChanged 45 SP:Iteration 39Q (2570.204820 sec): 3 clusters Score: Raw -981367.589709 + Penalty 1754.359450 = -979613.230259 nChanged 48 SP:Iteration 40F (2570.260006 sec): 3 clusters Score: Raw -981380.353850 + Penalty 1754.359450 = -979625.994400 nChanged 38 SP:Iteration 41Q (2570.314538 sec): 3 clusters Score: Raw -981390.713183 + Penalty 1754.359450 = -979636.353733 nChanged 44 SP:Iteration 42Q (2570.376992 sec): 3 clusters Score: Raw -981399.244708 + Penalty 1754.359450 = -979644.885258 nChanged 22 SP:Iteration 43Q (2570.421239 sec): 3 clusters Score: Raw -981403.791553 + Penalty 1754.359450 = -979649.432103 nChanged 30 SP:Iteration 44Q (2570.481840 sec): 3 clusters Score: Raw -981410.598870 + Penalty 1754.359450 = -979656.239420 nChanged 27 SP:Iteration 45Q (2570.535280 sec): 3 clusters Score: Raw -981415.617372 + Penalty 1754.359450 = -979661.257922 nChanged 18 SP:Iteration 46Q (2570.588606 sec): 3 clusters Score: Raw -981418.637354 + Penalty 1754.359450 = -979664.277904 nChanged 13 SP:Iteration 47Q (2570.642555 sec): 3 clusters Score: Raw -981420.797442 + Penalty 1754.359450 = -979666.437992 nChanged 7 SP:Iteration 48Q (2570.698786 sec): 3 clusters Score: Raw -981421.711587 + Penalty 1754.359450 = -979667.352137 nChanged 3 SP:Iteration 49Q (2570.760401 sec): 3 clusters Score: Raw -981422.107956 + Penalty 1754.359450 = -979667.748506 nChanged 3 SP:Iteration 50Q (2570.805132 sec): 3 clusters Score: Raw -981422.595856 + Penalty 1754.359450 = -979668.236406 nChanged 4 SP:Iteration 51Q (2570.858200 sec): 3 clusters Score: Raw -981423.161530 + Penalty 1754.359450 = -979668.802080 nChanged 6 SP:Iteration 52Q (2570.913911 sec): 3 clusters Score: Raw -981424.439637 + Penalty 1754.359450 = -979670.080187 nChanged 8 SP:Iteration 53Q (2570.970646 sec): 3 clusters Score: Raw -981426.675012 + Penalty 1754.359450 = -979672.315562 nChanged 11 SP:Iteration 54Q (2571.023521 sec): 3 clusters Score: Raw -981428.808246 + Penalty 1754.359450 = -979674.448796 nChanged 12 SP:Iteration 55Q (2571.082968 sec): 3 clusters Score: Raw -981430.579518 + Penalty 1754.359450 = -979676.220068 nChanged 11 SP:Iteration 56Q (2571.141588 sec): 3 clusters Score: Raw -981432.124269 + Penalty 1754.359450 = -979677.764819 nChanged 9 SP:Iteration 57Q (2571.202189 sec): 3 clusters Score: Raw -981434.193997 + Penalty 1754.359450 = -979679.834547 nChanged 12 SP:Iteration 58Q (2571.262290 sec): 3 clusters Score: Raw -981436.657382 + Penalty 1754.359450 = -979682.297932 nChanged 14 SP:Iteration 59Q (2571.309836 sec): 3 clusters Score: Raw -981439.472322 + Penalty 1754.359450 = -979685.112872 nChanged 15 SP:Iteration 60F (2571.370495 sec): 3 clusters Score: Raw -981441.971500 + Penalty 1754.359450 = -979687.612050 nChanged 11 SP:Iteration 61Q (2571.438359 sec): 3 clusters Score: Raw -981444.571712 + Penalty 1754.359450 = -979690.212262 nChanged 11 SP:Iteration 62Q (2571.490858 sec): 3 clusters Score: Raw -981447.407079 + Penalty 1754.359450 = -979693.047629 nChanged 14 SP:Iteration 63Q (2571.557831 sec): 3 clusters Score: Raw -981450.821314 + Penalty 1754.359450 = -979696.461864 nChanged 15 SP:Iteration 64Q (2571.606719 sec): 3 clusters Score: Raw -981453.936433 + Penalty 1754.359450 = -979699.576983 nChanged 10 SP:Iteration 65Q (2571.669716 sec): 3 clusters Score: Raw -981456.114394 + Penalty 1754.359450 = -979701.754944 nChanged 8 SP:Iteration 66Q (2571.715863 sec): 3 clusters Score: Raw -981457.703073 + Penalty 1754.359450 = -979703.343623 nChanged 7 SP:Iteration 67Q (2571.775629 sec): 3 clusters Score: Raw -981458.899236 + Penalty 1754.359450 = -979704.539786 nChanged 4 SP:Iteration 68Q (2571.826729 sec): 3 clusters Score: Raw -981460.000771 + Penalty 1754.359450 = -979705.641321 nChanged 2 SP:Iteration 69Q (2571.888706 sec): 3 clusters Score: Raw -981460.333382 + Penalty 1754.359450 = -979705.973932 nChanged 5 SP:Iteration 70Q (2571.947592 sec): 3 clusters Score: Raw -981460.983413 + Penalty 1754.359450 = -979706.623963 nChanged 2 SP:Iteration 71Q (2572.003087 sec): 3 clusters Score: Raw -981461.180933 + Penalty 1754.359450 = -979706.821483 nChanged 3 SP:Iteration 72Q (2572.046667 sec): 3 clusters Score: Raw -981461.462358 + Penalty 1754.359450 = -979707.102908 nChanged 2 SP:Iteration 73Q (2572.098897 sec): 3 clusters Score: Raw -981461.771419 + Penalty 1754.359450 = -979707.411969 nChanged 2 SP:Iteration 74Q (2572.153543 sec): 3 clusters Score: Raw -981461.934697 + Penalty 1754.359450 = -979707.575247 nChanged 1 SP:Iteration 75Q (2572.219759 sec): 3 clusters Score: Raw -981462.054361 + Penalty 1754.359450 = -979707.694911 nChanged 0 SP:Iteration 76F (2572.277367 sec): 3 clusters Score: Raw -981462.054361 + Penalty 1754.359450 = -979707.694911 nChanged 0 Trying to split cluster 40 (4021 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2572.303027 sec): 2 clusters Score: Raw -386525.041491 + Penalty 788.432161 = -385736.609330 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2572.352134 sec): 3 clusters Score: Raw -384312.909431 + Penalty 1576.864322 = -382736.045108 nChanged 1673 SP:Iteration 1F (2572.404130 sec): 3 clusters Score: Raw -385258.372864 + Penalty 1576.864322 = -383681.508542 nChanged 306 SP:Iteration 2F (2572.442476 sec): 3 clusters Score: Raw -385447.365554 + Penalty 1576.864322 = -383870.501231 nChanged 271 SP:Iteration 3F (2572.502621 sec): 3 clusters Score: Raw -385640.186068 + Penalty 1576.864322 = -384063.321746 nChanged 250 SP:Iteration 4F (2572.539090 sec): 3 clusters Score: Raw -385861.389172 + Penalty 1576.864322 = -384284.524850 nChanged 253 SP:Iteration 5F (2572.590232 sec): 3 clusters Score: Raw -386087.636589 + Penalty 1576.864322 = -384510.772266 nChanged 209 SP:Iteration 6F (2572.632686 sec): 3 clusters Score: Raw -386262.842216 + Penalty 1576.864322 = -384685.977894 nChanged 163 SP:Iteration 7Q (2572.684965 sec): 3 clusters Score: Raw -386392.729395 + Penalty 1576.864322 = -384815.865073 nChanged 111 SP:Iteration 8Q (2572.736313 sec): 3 clusters Score: Raw -386465.307358 + Penalty 1576.864322 = -384888.443036 nChanged 83 SP:Iteration 9Q (2572.795853 sec): 3 clusters Score: Raw -386514.174187 + Penalty 1576.864322 = -384937.309865 nChanged 75 SP:Iteration 10Q (2572.836259 sec): 3 clusters Score: Raw -386557.079162 + Penalty 1576.864322 = -384980.214840 nChanged 60 SP:Iteration 11Q (2572.894119 sec): 3 clusters Score: Raw -386584.676348 + Penalty 1576.864322 = -385007.812026 nChanged 41 SP:Iteration 12Q (2572.946429 sec): 3 clusters Score: Raw -386600.514283 + Penalty 1576.864322 = -385023.649960 nChanged 25 SP:Iteration 13Q (2572.988366 sec): 3 clusters Score: Raw -386609.586997 + Penalty 1576.864322 = -385032.722674 nChanged 21 SP:Iteration 14Q (2573.036317 sec): 3 clusters Score: Raw -386619.204069 + Penalty 1576.864322 = -385042.339746 nChanged 14 SP:Iteration 15Q (2573.093596 sec): 3 clusters Score: Raw -386625.517711 + Penalty 1576.864322 = -385048.653389 nChanged 18 SP:Iteration 16Q (2573.138863 sec): 3 clusters Score: Raw -386630.098492 + Penalty 1576.864322 = -385053.234170 nChanged 14 SP:Iteration 17Q (2573.186273 sec): 3 clusters Score: Raw -386635.083323 + Penalty 1576.864322 = -385058.219000 nChanged 16 SP:Iteration 18Q (2573.236785 sec): 3 clusters Score: Raw -386640.691787 + Penalty 1576.864322 = -385063.827465 nChanged 16 SP:Iteration 19Q (2573.292542 sec): 3 clusters Score: Raw -386646.582967 + Penalty 1576.864322 = -385069.718644 nChanged 11 SP:Iteration 20F (2573.345155 sec): 3 clusters Score: Raw -386649.283578 + Penalty 1576.864322 = -385072.419255 nChanged 9 SP:Iteration 21Q (2573.396061 sec): 3 clusters Score: Raw -386651.888884 + Penalty 1576.864322 = -385075.024561 nChanged 6 SP:Iteration 22Q (2573.447919 sec): 3 clusters Score: Raw -386652.604062 + Penalty 1576.864322 = -385075.739740 nChanged 4 SP:Iteration 23Q (2573.488375 sec): 3 clusters Score: Raw -386653.241204 + Penalty 1576.864322 = -385076.376882 nChanged 0 SP:Iteration 24F (2573.533742 sec): 3 clusters Score: Raw -386653.241204 + Penalty 1576.864322 = -385076.376882 nChanged 0 Trying to split cluster 41 (7131 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2573.575532 sec): 2 clusters Score: Raw -676525.167047 + Penalty 842.859642 = -675682.307406 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2573.626205 sec): 3 clusters Score: Raw -672405.044791 + Penalty 1685.719284 = -670719.325507 nChanged 3071 SP:Iteration 1F (2573.685758 sec): 3 clusters Score: Raw -674071.112515 + Penalty 1685.719284 = -672385.393232 nChanged 518 SP:Iteration 2F (2573.738879 sec): 3 clusters Score: Raw -674392.604610 + Penalty 1685.719284 = -672706.885326 nChanged 495 SP:Iteration 3F (2573.782861 sec): 3 clusters Score: Raw -674726.764988 + Penalty 1685.719284 = -673041.045705 nChanged 471 SP:Iteration 4F (2573.846517 sec): 3 clusters Score: Raw -675077.771414 + Penalty 1685.719284 = -673392.052131 nChanged 445 SP:Iteration 5F (2573.900337 sec): 3 clusters Score: Raw -675415.147377 + Penalty 1685.719284 = -673729.428094 nChanged 389 SP:Iteration 6F (2573.946651 sec): 3 clusters Score: Raw -675746.732901 + Penalty 1685.719284 = -674061.013617 nChanged 340 SP:Iteration 7Q (2574.007750 sec): 3 clusters Score: Raw -676067.875066 + Penalty 1685.719284 = -674382.155783 nChanged 241 SP:Iteration 8Q (2574.059049 sec): 3 clusters Score: Raw -676282.014325 + Penalty 1685.719284 = -674596.295041 nChanged 155 SP:Iteration 9Q (2574.126065 sec): 3 clusters Score: Raw -676405.795561 + Penalty 1685.719284 = -674720.076278 nChanged 108 SP:Iteration 10Q (2574.181262 sec): 3 clusters Score: Raw -676483.766868 + Penalty 1685.719284 = -674798.047585 nChanged 75 SP:Iteration 11Q (2574.223134 sec): 3 clusters Score: Raw -676524.990224 + Penalty 1685.719284 = -674839.270940 nChanged 60 SP:Iteration 12Q (2574.281361 sec): 3 clusters Score: Raw -676556.184257 + Penalty 1685.719284 = -674870.464973 nChanged 55 SP:Iteration 13Q (2574.337798 sec): 3 clusters Score: Raw -676584.883448 + Penalty 1685.719284 = -674899.164164 nChanged 43 SP:Iteration 14Q (2574.394844 sec): 3 clusters Score: Raw -676609.372805 + Penalty 1685.719284 = -674923.653521 nChanged 37 SP:Iteration 15Q (2574.446389 sec): 3 clusters Score: Raw -676626.126971 + Penalty 1685.719284 = -674940.407687 nChanged 33 SP:Iteration 16Q (2574.499167 sec): 3 clusters Score: Raw -676645.134181 + Penalty 1685.719284 = -674959.414897 nChanged 31 SP:Iteration 17Q (2574.547405 sec): 3 clusters Score: Raw -676662.730264 + Penalty 1685.719284 = -674977.010980 nChanged 27 SP:Iteration 18Q (2574.604311 sec): 3 clusters Score: Raw -676679.138559 + Penalty 1685.719284 = -674993.419275 nChanged 20 SP:Iteration 19Q (2574.661999 sec): 3 clusters Score: Raw -676693.367610 + Penalty 1685.719284 = -675007.648326 nChanged 19 SP:Iteration 20F (2574.711623 sec): 3 clusters Score: Raw -676701.374211 + Penalty 1685.719284 = -675015.654927 nChanged 12 SP:Iteration 21Q (2574.763116 sec): 3 clusters Score: Raw -676705.940593 + Penalty 1685.719284 = -675020.221310 nChanged 14 SP:Iteration 22Q (2574.812703 sec): 3 clusters Score: Raw -676712.765197 + Penalty 1685.719284 = -675027.045914 nChanged 14 SP:Iteration 23Q (2574.871618 sec): 3 clusters Score: Raw -676719.300941 + Penalty 1685.719284 = -675033.581657 nChanged 9 SP:Iteration 24Q (2574.926089 sec): 3 clusters Score: Raw -676723.021477 + Penalty 1685.719284 = -675037.302193 nChanged 10 SP:Iteration 25Q (2574.981460 sec): 3 clusters Score: Raw -676726.096664 + Penalty 1685.719284 = -675040.377380 nChanged 3 SP:Iteration 26Q (2575.031602 sec): 3 clusters Score: Raw -676726.734805 + Penalty 1685.719284 = -675041.015521 nChanged 1 SP:Iteration 27Q (2575.086535 sec): 3 clusters Score: Raw -676727.844189 + Penalty 1685.719284 = -675042.124905 nChanged 4 SP:Iteration 28Q (2575.136822 sec): 3 clusters Score: Raw -676729.249477 + Penalty 1685.719284 = -675043.530193 nChanged 3 SP:Iteration 29Q (2575.181154 sec): 3 clusters Score: Raw -676731.959416 + Penalty 1685.719284 = -675046.240132 nChanged 4 SP:Iteration 30Q (2575.238834 sec): 3 clusters Score: Raw -676734.373320 + Penalty 1685.719284 = -675048.654036 nChanged 4 SP:Iteration 31Q (2575.279260 sec): 3 clusters Score: Raw -676735.952595 + Penalty 1685.719284 = -675050.233312 nChanged 4 SP:Iteration 32Q (2575.330796 sec): 3 clusters Score: Raw -676737.434451 + Penalty 1685.719284 = -675051.715168 nChanged 2 SP:Iteration 33Q (2575.389277 sec): 3 clusters Score: Raw -676737.855030 + Penalty 1685.719284 = -675052.135746 nChanged 0 SP:Iteration 34F (2575.431933 sec): 3 clusters Score: Raw -676737.855030 + Penalty 1685.719284 = -675052.135746 nChanged 0 Iteration 179Q (2583.645975 sec): 42 clusters Score: Raw -89567426.201429 + Penalty 53737.232514 = -89513688.968915 nChanged 697 Iteration 180F (2602.703466 sec): 42 clusters Score: Raw -89567477.959537 + Penalty 53737.232514 = -89513740.727023 nChanged 670 Iteration 181Q (2611.580566 sec): 42 clusters Score: Raw -89567535.617822 + Penalty 53737.232514 = -89513798.385308 nChanged 663 Iteration 182Q (2620.751812 sec): 42 clusters Score: Raw -89567559.831138 + Penalty 53737.232514 = -89513822.598624 nChanged 624 Iteration 183Q (2629.929086 sec): 42 clusters Score: Raw -89567582.317930 + Penalty 53737.232514 = -89513845.085416 nChanged 643 Iteration 184Q (2638.736268 sec): 42 clusters Score: Raw -89567603.556158 + Penalty 53737.232514 = -89513866.323644 nChanged 652 Iteration 185Q (2647.028899 sec): 42 clusters Score: Raw -89567627.478902 + Penalty 53737.232514 = -89513890.246388 nChanged 639 Iteration 186Q (2655.612363 sec): 42 clusters Score: Raw -89567650.486574 + Penalty 53737.232514 = -89513913.254060 nChanged 618 Iteration 187Q (2664.563022 sec): 42 clusters Score: Raw -89567671.319500 + Penalty 53737.232514 = -89513934.086986 nChanged 556 Iteration 188Q (2673.043301 sec): 42 clusters Score: Raw -89567690.105531 + Penalty 53737.232514 = -89513952.873017 nChanged 570 Iteration 189Q (2682.004128 sec): 42 clusters Score: Raw -89567709.781507 + Penalty 53737.232514 = -89513972.548993 nChanged 550 Iteration 190Q (2691.091842 sec): 42 clusters Score: Raw -89567729.269113 + Penalty 53737.232514 = -89513992.036599 nChanged 506 Iteration 191Q (2700.316693 sec): 42 clusters Score: Raw -89567746.087872 + Penalty 53737.232514 = -89514008.855358 nChanged 489 Iteration 192Q (2709.457916 sec): 42 clusters Score: Raw -89567761.741464 + Penalty 53737.232514 = -89514024.508950 nChanged 480 Iteration 193Q (2718.362882 sec): 42 clusters Score: Raw -89567775.481042 + Penalty 53737.232514 = -89514038.248528 nChanged 438 Iteration 194Q (2727.041371 sec): 42 clusters Score: Raw -89567787.381328 + Penalty 53737.232514 = -89514050.148814 nChanged 407 Iteration 195Q (2735.836286 sec): 42 clusters Score: Raw -89567799.107778 + Penalty 53737.232514 = -89514061.875264 nChanged 370 Iteration 196Q (2744.724204 sec): 42 clusters Score: Raw -89567809.867508 + Penalty 53737.232514 = -89514072.634995 nChanged 359 Iteration 197Q (2753.699935 sec): 42 clusters Score: Raw -89567819.355790 + Penalty 53737.232514 = -89514082.123276 nChanged 332 Iteration 198Q (2762.614899 sec): 42 clusters Score: Raw -89567827.487084 + Penalty 53737.232514 = -89514090.254570 nChanged 338 Iteration 199Q (2771.366227 sec): 42 clusters Score: Raw -89567835.233109 + Penalty 53737.232514 = -89514098.000595 nChanged 294 Iteration 200F (2790.493379 sec): 42 clusters Score: Raw -89567846.597153 + Penalty 53737.232514 = -89514109.364639 nChanged 296 Iteration 201Q (2799.487422 sec): 42 clusters Score: Raw -89567894.418971 + Penalty 53737.232514 = -89514157.186457 nChanged 302 Iteration 202Q (2808.467280 sec): 42 clusters Score: Raw -89567915.895465 + Penalty 53737.232514 = -89514178.662951 nChanged 295 Iteration 203Q (2817.265816 sec): 42 clusters Score: Raw -89567925.172326 + Penalty 53737.232514 = -89514187.939812 nChanged 311 Iteration 204Q (2826.141421 sec): 42 clusters Score: Raw -89567945.364064 + Penalty 53737.232514 = -89514208.131550 nChanged 319 Iteration 205Q (2834.963400 sec): 42 clusters Score: Raw -89567955.475541 + Penalty 53737.232514 = -89514218.243027 nChanged 327 Iteration 206Q (2843.979174 sec): 42 clusters Score: Raw -89567965.431999 + Penalty 53737.232514 = -89514228.199485 nChanged 299 Iteration 207Q (2852.793418 sec): 42 clusters Score: Raw -89567974.272994 + Penalty 53737.232514 = -89514237.040480 nChanged 286 Iteration 208Q (2861.816859 sec): 42 clusters Score: Raw -89567982.601495 + Penalty 53737.232514 = -89514245.368981 nChanged 313 Iteration 209Q (2869.956326 sec): 42 clusters Score: Raw -89567992.898677 + Penalty 53737.232514 = -89514255.666163 nChanged 319 Iteration 210Q (2878.221642 sec): 42 clusters Score: Raw -89568003.594537 + Penalty 53737.232514 = -89514266.362023 nChanged 300 Iteration 211Q (2887.123908 sec): 42 clusters Score: Raw -89568013.517569 + Penalty 53737.232514 = -89514276.285056 nChanged 268 Iteration 212Q (2896.222881 sec): 42 clusters Score: Raw -89568021.402225 + Penalty 53737.232514 = -89514284.169711 nChanged 247 Iteration 213Q (2904.893403 sec): 42 clusters Score: Raw -89568029.246137 + Penalty 53737.232514 = -89514292.013623 nChanged 237 Iteration 214Q (2913.774488 sec): 42 clusters Score: Raw -89568037.723528 + Penalty 53737.232514 = -89514300.491014 nChanged 261 Iteration 215Q (2922.414318 sec): 42 clusters Score: Raw -89568047.428665 + Penalty 53737.232514 = -89514310.196151 nChanged 277 Iteration 216Q (2931.330087 sec): 42 clusters Score: Raw -89568057.550226 + Penalty 53737.232514 = -89514320.317712 nChanged 293 Iteration 217Q (2940.211766 sec): 42 clusters Score: Raw -89568066.948984 + Penalty 53737.232514 = -89514329.716470 nChanged 265 Iteration 218Q (2949.278104 sec): 42 clusters Score: Raw -89568074.772358 + Penalty 53737.232514 = -89514337.539844 nChanged 273 Writing temp clu file Because OldScore, -89514329.716470, is greater than current (better) Score,-89514337.539844 Compute initial score before splitting: Score: Raw -89568074.772358 + Penalty 53737.232514 = -89514337.539844 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2949.599409 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2949.645352 sec): 3 clusters Score: Raw -95038.028486 + Penalty 1299.906941 = -93738.121545 nChanged 303 SP:Iteration 1F (2949.689316 sec): 3 clusters Score: Raw -95218.359529 + Penalty 1299.906941 = -93918.452589 nChanged 62 SP:Iteration 2F (2949.722824 sec): 3 clusters Score: Raw -95269.603356 + Penalty 1299.906941 = -93969.696415 nChanged 43 SP:Iteration 3Q (2949.772506 sec): 3 clusters Score: Raw -95301.981953 + Penalty 1299.906941 = -94002.075012 nChanged 31 SP:Iteration 4Q (2949.817199 sec): 3 clusters Score: Raw -95330.935863 + Penalty 1299.906941 = -94031.028923 nChanged 27 SP:Iteration 5Q (2949.860585 sec): 3 clusters Score: Raw -95353.919093 + Penalty 1299.906941 = -94054.012152 nChanged 15 SP:Iteration 6Q (2949.912306 sec): 3 clusters Score: Raw -95362.972249 + Penalty 1299.906941 = -94063.065308 nChanged 8 SP:Iteration 7Q (2949.961666 sec): 3 clusters Score: Raw -95368.547323 + Penalty 1299.906941 = -94068.640383 nChanged 11 SP:Iteration 8Q (2950.004343 sec): 3 clusters Score: Raw -95373.823746 + Penalty 1299.906941 = -94073.916806 nChanged 7 SP:Iteration 9Q (2950.056868 sec): 3 clusters Score: Raw -95376.672802 + Penalty 1299.906941 = -94076.765861 nChanged 4 SP:Iteration 10Q (2950.100947 sec): 3 clusters Score: Raw -95378.980850 + Penalty 1299.906941 = -94079.073909 nChanged 5 SP:Iteration 11Q (2950.139536 sec): 3 clusters Score: Raw -95383.127542 + Penalty 1299.906941 = -94083.220602 nChanged 7 SP:Iteration 12Q (2950.185947 sec): 3 clusters Score: Raw -95388.218038 + Penalty 1299.906941 = -94088.311097 nChanged 11 SP:Iteration 13Q (2950.233424 sec): 3 clusters Score: Raw -95394.522486 + Penalty 1299.906941 = -94094.615545 nChanged 10 SP:Iteration 14Q (2950.273202 sec): 3 clusters Score: Raw -95403.693423 + Penalty 1299.906941 = -94103.786483 nChanged 12 SP:Iteration 15Q (2950.311990 sec): 3 clusters Score: Raw -95413.147407 + Penalty 1299.906941 = -94113.240467 nChanged 8 SP:Iteration 16Q (2950.354883 sec): 3 clusters Score: Raw -95416.663993 + Penalty 1299.906941 = -94116.757053 nChanged 2 SP:Iteration 17Q (2950.385636 sec): 3 clusters Score: Raw -95417.815542 + Penalty 1299.906941 = -94117.908601 nChanged 4 SP:Iteration 18Q (2950.414453 sec): 3 clusters Score: Raw -95419.898502 + Penalty 1299.906941 = -94119.991562 nChanged 4 SP:Iteration 19Q (2950.456705 sec): 3 clusters Score: Raw -95422.851365 + Penalty 1299.906941 = -94122.944425 nChanged 4 SP:Iteration 20F (2950.488869 sec): 3 clusters Score: Raw -95425.148160 + Penalty 1299.906941 = -94125.241219 nChanged 1 SP:Iteration 21Q (2950.524141 sec): 3 clusters Score: Raw -95425.666893 + Penalty 1299.906941 = -94125.759952 nChanged 2 SP:Iteration 22Q (2950.569571 sec): 3 clusters Score: Raw -95426.396612 + Penalty 1299.906941 = -94126.489672 nChanged 0 SP:Iteration 23F (2950.614293 sec): 3 clusters Score: Raw -95426.396612 + Penalty 1299.906941 = -94126.489672 nChanged 0 Trying to split cluster 2 (4265 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2950.648903 sec): 2 clusters Score: Raw -392127.860501 + Penalty 794.028759 = -391333.831742 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2950.701761 sec): 3 clusters Score: Raw -389858.646209 + Penalty 1588.057517 = -388270.588692 nChanged 1745 SP:Iteration 1F (2950.752538 sec): 3 clusters Score: Raw -390825.728901 + Penalty 1588.057517 = -389237.671384 nChanged 276 SP:Iteration 2F (2950.801359 sec): 3 clusters Score: Raw -390974.766749 + Penalty 1588.057517 = -389386.709232 nChanged 233 SP:Iteration 3F (2950.846474 sec): 3 clusters Score: Raw -391084.702811 + Penalty 1588.057517 = -389496.645293 nChanged 207 SP:Iteration 4Q (2950.898935 sec): 3 clusters Score: Raw -391193.903595 + Penalty 1588.057517 = -389605.846078 nChanged 207 SP:Iteration 5Q (2950.951131 sec): 3 clusters Score: Raw -391322.933306 + Penalty 1588.057517 = -389734.875789 nChanged 197 SP:Iteration 6Q (2950.988927 sec): 3 clusters Score: Raw -391433.831849 + Penalty 1588.057517 = -389845.774332 nChanged 164 SP:Iteration 7Q (2951.051250 sec): 3 clusters Score: Raw -391544.447759 + Penalty 1588.057517 = -389956.390242 nChanged 149 SP:Iteration 8Q (2951.100995 sec): 3 clusters Score: Raw -391632.558741 + Penalty 1588.057517 = -390044.501224 nChanged 145 SP:Iteration 9Q (2951.154774 sec): 3 clusters Score: Raw -391726.958254 + Penalty 1588.057517 = -390138.900736 nChanged 118 SP:Iteration 10Q (2951.203471 sec): 3 clusters Score: Raw -391789.858005 + Penalty 1588.057517 = -390201.800488 nChanged 97 SP:Iteration 11Q (2951.252833 sec): 3 clusters Score: Raw -391852.897908 + Penalty 1588.057517 = -390264.840391 nChanged 105 SP:Iteration 12Q (2951.293075 sec): 3 clusters Score: Raw -391928.654447 + Penalty 1588.057517 = -390340.596930 nChanged 96 SP:Iteration 13Q (2951.345926 sec): 3 clusters Score: Raw -391999.261166 + Penalty 1588.057517 = -390411.203648 nChanged 75 SP:Iteration 14Q (2951.395349 sec): 3 clusters Score: Raw -392064.248767 + Penalty 1588.057517 = -390476.191250 nChanged 72 SP:Iteration 15Q (2951.447149 sec): 3 clusters Score: Raw -392157.403991 + Penalty 1588.057517 = -390569.346474 nChanged 61 SP:Iteration 16Q (2951.496979 sec): 3 clusters Score: Raw -392249.959088 + Penalty 1588.057517 = -390661.901570 nChanged 54 SP:Iteration 17Q (2951.535352 sec): 3 clusters Score: Raw -392325.919618 + Penalty 1588.057517 = -390737.862100 nChanged 60 SP:Iteration 18Q (2951.593033 sec): 3 clusters Score: Raw -392385.281491 + Penalty 1588.057517 = -390797.223973 nChanged 47 SP:Iteration 19Q (2951.637770 sec): 3 clusters Score: Raw -392420.479260 + Penalty 1588.057517 = -390832.421742 nChanged 33 SP:Iteration 20F (2951.682086 sec): 3 clusters Score: Raw -392439.507195 + Penalty 1588.057517 = -390851.449678 nChanged 21 SP:Iteration 21Q (2951.736372 sec): 3 clusters Score: Raw -392449.354317 + Penalty 1588.057517 = -390861.296800 nChanged 12 SP:Iteration 22Q (2951.799493 sec): 3 clusters Score: Raw -392457.527879 + Penalty 1588.057517 = -390869.470361 nChanged 15 SP:Iteration 23Q (2951.838118 sec): 3 clusters Score: Raw -392464.564032 + Penalty 1588.057517 = -390876.506515 nChanged 12 SP:Iteration 24Q (2951.899270 sec): 3 clusters Score: Raw -392469.222549 + Penalty 1588.057517 = -390881.165031 nChanged 11 SP:Iteration 25Q (2951.947035 sec): 3 clusters Score: Raw -392473.000134 + Penalty 1588.057517 = -390884.942616 nChanged 2 SP:Iteration 26Q (2951.987956 sec): 3 clusters Score: Raw -392473.517454 + Penalty 1588.057517 = -390885.459937 nChanged 2 SP:Iteration 27Q (2952.031377 sec): 3 clusters Score: Raw -392473.926415 + Penalty 1588.057517 = -390885.868898 nChanged 1 SP:Iteration 28Q (2952.090614 sec): 3 clusters Score: Raw -392474.076946 + Penalty 1588.057517 = -390886.019428 nChanged 1 SP:Iteration 29Q (2952.137515 sec): 3 clusters Score: Raw -392474.195352 + Penalty 1588.057517 = -390886.137834 nChanged 1 SP:Iteration 30Q (2952.190585 sec): 3 clusters Score: Raw -392474.525883 + Penalty 1588.057517 = -390886.468366 nChanged 1 SP:Iteration 31Q (2952.243701 sec): 3 clusters Score: Raw -392474.916901 + Penalty 1588.057517 = -390886.859384 nChanged 1 SP:Iteration 32Q (2952.282714 sec): 3 clusters Score: Raw -392475.351735 + Penalty 1588.057517 = -390887.294218 nChanged 1 SP:Iteration 33Q (2952.327730 sec): 3 clusters Score: Raw -392475.458732 + Penalty 1588.057517 = -390887.401215 nChanged 2 SP:Iteration 34Q (2952.369097 sec): 3 clusters Score: Raw -392475.826692 + Penalty 1588.057517 = -390887.769175 nChanged 3 SP:Iteration 35Q (2952.423450 sec): 3 clusters Score: Raw -392477.656914 + Penalty 1588.057517 = -390889.599397 nChanged 3 SP:Iteration 36Q (2952.462296 sec): 3 clusters Score: Raw -392478.472272 + Penalty 1588.057517 = -390890.414754 nChanged 2 SP:Iteration 37Q (2952.517471 sec): 3 clusters Score: Raw -392479.339697 + Penalty 1588.057517 = -390891.282180 nChanged 1 SP:Iteration 38Q (2952.549953 sec): 3 clusters Score: Raw -392479.432400 + Penalty 1588.057517 = -390891.374883 nChanged 0 SP:Iteration 39F (2952.591048 sec): 3 clusters Score: Raw -392479.432400 + Penalty 1588.057517 = -390891.374883 nChanged 0 Trying to split cluster 3 (49727 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2952.669439 sec): 2 clusters Score: Raw -4414629.124035 + Penalty 1027.358816 = -4413601.765219 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2952.775581 sec): 3 clusters Score: Raw -4382466.915753 + Penalty 2054.717632 = -4380412.198121 nChanged 23743 SP:Iteration 1F (2952.879897 sec): 3 clusters Score: Raw -4396567.737283 + Penalty 2054.717632 = -4394513.019651 nChanged 2246 SP:Iteration 2Q (2952.984159 sec): 3 clusters Score: Raw -4397421.175831 + Penalty 2054.717632 = -4395366.458199 nChanged 2534 SP:Iteration 3F (2953.086564 sec): 3 clusters Score: Raw -4398557.956154 + Penalty 2054.717632 = -4396503.238522 nChanged 2838 SP:Iteration 4F (2953.188298 sec): 3 clusters Score: Raw -4400044.295399 + Penalty 2054.717632 = -4397989.577767 nChanged 3133 SP:Iteration 5F (2953.288886 sec): 3 clusters Score: Raw -4402019.445438 + Penalty 2054.717632 = -4399964.727806 nChanged 3106 SP:Iteration 6F (2953.393879 sec): 3 clusters Score: Raw -4404364.320799 + Penalty 2054.717632 = -4402309.603167 nChanged 2826 SP:Iteration 7F (2953.505778 sec): 3 clusters Score: Raw -4406645.729111 + Penalty 2054.717632 = -4404591.011479 nChanged 2408 SP:Iteration 8Q (2953.614979 sec): 3 clusters Score: Raw -4408298.990153 + Penalty 2054.717632 = -4406244.272521 nChanged 1781 SP:Iteration 9Q (2953.732783 sec): 3 clusters Score: Raw -4409201.469395 + Penalty 2054.717632 = -4407146.751764 nChanged 1205 SP:Iteration 10Q (2953.834927 sec): 3 clusters Score: Raw -4409696.495473 + Penalty 2054.717632 = -4407641.777842 nChanged 916 SP:Iteration 11Q (2953.947508 sec): 3 clusters Score: Raw -4410047.869355 + Penalty 2054.717632 = -4407993.151724 nChanged 862 SP:Iteration 12Q (2954.056061 sec): 3 clusters Score: Raw -4410360.773447 + Penalty 2054.717632 = -4408306.055816 nChanged 801 SP:Iteration 13Q (2954.163928 sec): 3 clusters Score: Raw -4410647.562156 + Penalty 2054.717632 = -4408592.844524 nChanged 737 SP:Iteration 14Q (2954.258534 sec): 3 clusters Score: Raw -4410903.090901 + Penalty 2054.717632 = -4408848.373269 nChanged 691 SP:Iteration 15Q (2954.368473 sec): 3 clusters Score: Raw -4411128.428988 + Penalty 2054.717632 = -4409073.711356 nChanged 673 SP:Iteration 16Q (2954.470659 sec): 3 clusters Score: Raw -4411344.272878 + Penalty 2054.717632 = -4409289.555246 nChanged 683 SP:Iteration 17Q (2954.580362 sec): 3 clusters Score: Raw -4411578.994010 + Penalty 2054.717632 = -4409524.276378 nChanged 675 SP:Iteration 18Q (2954.689639 sec): 3 clusters Score: Raw -4411817.278995 + Penalty 2054.717632 = -4409762.561363 nChanged 681 SP:Iteration 19Q (2954.796172 sec): 3 clusters Score: Raw -4412065.293393 + Penalty 2054.717632 = -4410010.575761 nChanged 680 SP:Iteration 20F (2954.902219 sec): 3 clusters Score: Raw -4412310.729084 + Penalty 2054.717632 = -4410256.011452 nChanged 625 SP:Iteration 21Q (2955.020610 sec): 3 clusters Score: Raw -4412534.712199 + Penalty 2054.717632 = -4410479.994567 nChanged 615 SP:Iteration 22Q (2955.122185 sec): 3 clusters Score: Raw -4412755.732991 + Penalty 2054.717632 = -4410701.015360 nChanged 558 SP:Iteration 23Q (2955.223760 sec): 3 clusters Score: Raw -4412952.461033 + Penalty 2054.717632 = -4410897.743401 nChanged 527 SP:Iteration 24Q (2955.340856 sec): 3 clusters Score: Raw -4413126.159742 + Penalty 2054.717632 = -4411071.442110 nChanged 492 SP:Iteration 25Q (2955.438909 sec): 3 clusters Score: Raw -4413280.358587 + Penalty 2054.717632 = -4411225.640956 nChanged 446 SP:Iteration 26Q (2955.547134 sec): 3 clusters Score: Raw -4413409.572450 + Penalty 2054.717632 = -4411354.854818 nChanged 385 SP:Iteration 27Q (2955.641759 sec): 3 clusters Score: Raw -4413521.209600 + Penalty 2054.717632 = -4411466.491968 nChanged 371 SP:Iteration 28Q (2955.740672 sec): 3 clusters Score: Raw -4413631.579109 + Penalty 2054.717632 = -4411576.861478 nChanged 341 SP:Iteration 29Q (2955.850673 sec): 3 clusters Score: Raw -4413727.777618 + Penalty 2054.717632 = -4411673.059987 nChanged 321 SP:Iteration 30Q (2955.952679 sec): 3 clusters Score: Raw -4413810.404257 + Penalty 2054.717632 = -4411755.686626 nChanged 280 SP:Iteration 31Q (2956.059187 sec): 3 clusters Score: Raw -4413884.216421 + Penalty 2054.717632 = -4411829.498790 nChanged 275 SP:Iteration 32Q (2956.161698 sec): 3 clusters Score: Raw -4413968.327699 + Penalty 2054.717632 = -4411913.610068 nChanged 269 SP:Iteration 33Q (2956.256634 sec): 3 clusters Score: Raw -4414052.882103 + Penalty 2054.717632 = -4411998.164471 nChanged 257 SP:Iteration 34Q (2956.359145 sec): 3 clusters Score: Raw -4414130.989188 + Penalty 2054.717632 = -4412076.271556 nChanged 246 SP:Iteration 35Q (2956.460487 sec): 3 clusters Score: Raw -4414207.724207 + Penalty 2054.717632 = -4412153.006575 nChanged 209 SP:Iteration 36Q (2956.560628 sec): 3 clusters Score: Raw -4414271.094896 + Penalty 2054.717632 = -4412216.377264 nChanged 209 SP:Iteration 37Q (2956.655689 sec): 3 clusters Score: Raw -4414334.847307 + Penalty 2054.717632 = -4412280.129675 nChanged 193 SP:Iteration 38Q (2956.755257 sec): 3 clusters Score: Raw -4414395.339003 + Penalty 2054.717632 = -4412340.621371 nChanged 181 SP:Iteration 39Q (2956.858636 sec): 3 clusters Score: Raw -4414454.975503 + Penalty 2054.717632 = -4412400.257871 nChanged 181 SP:Iteration 40F (2956.969858 sec): 3 clusters Score: Raw -4414511.737710 + Penalty 2054.717632 = -4412457.020079 nChanged 172 SP:Iteration 41Q (2957.069943 sec): 3 clusters Score: Raw -4414565.688462 + Penalty 2054.717632 = -4412510.970831 nChanged 152 SP:Iteration 42Q (2957.175541 sec): 3 clusters Score: Raw -4414614.065496 + Penalty 2054.717632 = -4412559.347864 nChanged 146 SP:Iteration 43Q (2957.277803 sec): 3 clusters Score: Raw -4414655.860416 + Penalty 2054.717632 = -4412601.142785 nChanged 115 SP:Iteration 44Q (2957.364351 sec): 3 clusters Score: Raw -4414692.246230 + Penalty 2054.717632 = -4412637.528598 nChanged 98 SP:Iteration 45Q (2957.457115 sec): 3 clusters Score: Raw -4414722.786171 + Penalty 2054.717632 = -4412668.068539 nChanged 75 SP:Iteration 46Q (2957.562869 sec): 3 clusters Score: Raw -4414745.351479 + Penalty 2054.717632 = -4412690.633847 nChanged 74 SP:Iteration 47Q (2957.665514 sec): 3 clusters Score: Raw -4414770.341304 + Penalty 2054.717632 = -4412715.623672 nChanged 59 SP:Iteration 48Q (2957.760963 sec): 3 clusters Score: Raw -4414790.116072 + Penalty 2054.717632 = -4412735.398440 nChanged 52 SP:Iteration 49Q (2957.864966 sec): 3 clusters Score: Raw -4414806.128541 + Penalty 2054.717632 = -4412751.410909 nChanged 43 SP:Iteration 50Q (2957.958390 sec): 3 clusters Score: Raw -4414821.306060 + Penalty 2054.717632 = -4412766.588428 nChanged 43 SP:Iteration 51Q (2958.057681 sec): 3 clusters Score: Raw -4414835.492491 + Penalty 2054.717632 = -4412780.774859 nChanged 45 SP:Iteration 52Q (2958.154647 sec): 3 clusters Score: Raw -4414852.331618 + Penalty 2054.717632 = -4412797.613987 nChanged 43 SP:Iteration 53Q (2958.252390 sec): 3 clusters Score: Raw -4414864.647171 + Penalty 2054.717632 = -4412809.929539 nChanged 34 SP:Iteration 54Q (2958.344773 sec): 3 clusters Score: Raw -4414876.926972 + Penalty 2054.717632 = -4412822.209341 nChanged 38 SP:Iteration 55Q (2958.438334 sec): 3 clusters Score: Raw -4414891.746229 + Penalty 2054.717632 = -4412837.028598 nChanged 34 SP:Iteration 56Q (2958.538299 sec): 3 clusters Score: Raw -4414901.592225 + Penalty 2054.717632 = -4412846.874593 nChanged 25 SP:Iteration 57Q (2958.634417 sec): 3 clusters Score: Raw -4414909.423474 + Penalty 2054.717632 = -4412854.705842 nChanged 24 SP:Iteration 58Q (2958.724822 sec): 3 clusters Score: Raw -4414916.060922 + Penalty 2054.717632 = -4412861.343290 nChanged 20 SP:Iteration 59Q (2958.823019 sec): 3 clusters Score: Raw -4414920.304539 + Penalty 2054.717632 = -4412865.586907 nChanged 13 SP:Iteration 60F (2958.930399 sec): 3 clusters Score: Raw -4414923.894267 + Penalty 2054.717632 = -4412869.176635 nChanged 17 SP:Iteration 61Q (2959.034683 sec): 3 clusters Score: Raw -4414929.803566 + Penalty 2054.717632 = -4412875.085935 nChanged 21 SP:Iteration 62Q (2959.129797 sec): 3 clusters Score: Raw -4414935.696590 + Penalty 2054.717632 = -4412880.978958 nChanged 16 SP:Iteration 63Q (2959.221745 sec): 3 clusters Score: Raw -4414938.561043 + Penalty 2054.717632 = -4412883.843411 nChanged 13 SP:Iteration 64Q (2959.323494 sec): 3 clusters Score: Raw -4414941.487848 + Penalty 2054.717632 = -4412886.770216 nChanged 8 SP:Iteration 65Q (2959.420623 sec): 3 clusters Score: Raw -4414943.510290 + Penalty 2054.717632 = -4412888.792659 nChanged 12 SP:Iteration 66Q (2959.520016 sec): 3 clusters Score: Raw -4414945.403573 + Penalty 2054.717632 = -4412890.685941 nChanged 6 SP:Iteration 67Q (2959.624713 sec): 3 clusters Score: Raw -4414946.415042 + Penalty 2054.717632 = -4412891.697411 nChanged 4 SP:Iteration 68Q (2959.725860 sec): 3 clusters Score: Raw -4414946.805562 + Penalty 2054.717632 = -4412892.087931 nChanged 3 SP:Iteration 69Q (2959.832327 sec): 3 clusters Score: Raw -4414947.503664 + Penalty 2054.717632 = -4412892.786033 nChanged 6 SP:Iteration 70Q (2959.928417 sec): 3 clusters Score: Raw -4414948.798575 + Penalty 2054.717632 = -4412894.080944 nChanged 7 SP:Iteration 71Q (2960.024252 sec): 3 clusters Score: Raw -4414949.923513 + Penalty 2054.717632 = -4412895.205882 nChanged 6 SP:Iteration 72Q (2960.119472 sec): 3 clusters Score: Raw -4414951.128901 + Penalty 2054.717632 = -4412896.411270 nChanged 6 SP:Iteration 73Q (2960.215007 sec): 3 clusters Score: Raw -4414952.482171 + Penalty 2054.717632 = -4412897.764540 nChanged 5 SP:Iteration 74Q (2960.303276 sec): 3 clusters Score: Raw -4414953.241545 + Penalty 2054.717632 = -4412898.523914 nChanged 3 SP:Iteration 75Q (2960.391211 sec): 3 clusters Score: Raw -4414954.173049 + Penalty 2054.717632 = -4412899.455417 nChanged 8 SP:Iteration 76Q (2960.481456 sec): 3 clusters Score: Raw -4414955.618473 + Penalty 2054.717632 = -4412900.900841 nChanged 7 SP:Iteration 77Q (2960.582920 sec): 3 clusters Score: Raw -4414956.968511 + Penalty 2054.717632 = -4412902.250879 nChanged 5 SP:Iteration 78Q (2960.692964 sec): 3 clusters Score: Raw -4414957.911358 + Penalty 2054.717632 = -4412903.193727 nChanged 5 SP:Iteration 79Q (2960.786980 sec): 3 clusters Score: Raw -4414958.454221 + Penalty 2054.717632 = -4412903.736590 nChanged 4 SP:Iteration 80F (2960.887476 sec): 3 clusters Score: Raw -4414959.578613 + Penalty 2054.717632 = -4412904.860982 nChanged 1 SP:Iteration 81Q (2960.989728 sec): 3 clusters Score: Raw -4414959.636013 + Penalty 2054.717632 = -4412904.918381 nChanged 0 SP:Iteration 82F (2961.107294 sec): 3 clusters Score: Raw -4414959.636013 + Penalty 2054.717632 = -4412904.918381 nChanged 0 Trying to split cluster 4 (18890 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2961.153424 sec): 2 clusters Score: Raw -1808885.648667 + Penalty 935.406856 = -1807950.241811 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2961.213080 sec): 3 clusters Score: Raw -1797296.383919 + Penalty 1870.813712 = -1795425.570206 nChanged 8682 SP:Iteration 1F (2961.292411 sec): 3 clusters Score: Raw -1802250.599505 + Penalty 1870.813712 = -1800379.785793 nChanged 1001 SP:Iteration 2F (2961.355963 sec): 3 clusters Score: Raw -1802666.639812 + Penalty 1870.813712 = -1800795.826099 nChanged 1037 SP:Iteration 3F (2961.416045 sec): 3 clusters Score: Raw -1803135.414250 + Penalty 1870.813712 = -1801264.600538 nChanged 1133 SP:Iteration 4F (2961.497276 sec): 3 clusters Score: Raw -1803688.805129 + Penalty 1870.813712 = -1801817.991417 nChanged 1203 SP:Iteration 5F (2961.554640 sec): 3 clusters Score: Raw -1804387.885629 + Penalty 1870.813712 = -1802517.071916 nChanged 1283 SP:Iteration 6F (2961.619851 sec): 3 clusters Score: Raw -1805264.615455 + Penalty 1870.813712 = -1803393.801743 nChanged 1310 SP:Iteration 7F (2961.695415 sec): 3 clusters Score: Raw -1806252.721650 + Penalty 1870.813712 = -1804381.907937 nChanged 1117 SP:Iteration 8F (2961.765435 sec): 3 clusters Score: Raw -1807159.683448 + Penalty 1870.813712 = -1805288.869735 nChanged 839 SP:Iteration 9Q (2961.820360 sec): 3 clusters Score: Raw -1807859.810265 + Penalty 1870.813712 = -1805988.996553 nChanged 538 SP:Iteration 10Q (2961.895624 sec): 3 clusters Score: Raw -1808338.467201 + Penalty 1870.813712 = -1806467.653488 nChanged 326 SP:Iteration 11Q (2961.960729 sec): 3 clusters Score: Raw -1808634.513939 + Penalty 1870.813712 = -1806763.700226 nChanged 183 SP:Iteration 12Q (2962.023658 sec): 3 clusters Score: Raw -1808791.346584 + Penalty 1870.813712 = -1806920.532872 nChanged 97 SP:Iteration 13Q (2962.086933 sec): 3 clusters Score: Raw -1808878.542462 + Penalty 1870.813712 = -1807007.728749 nChanged 54 SP:Iteration 14Q (2962.165777 sec): 3 clusters Score: Raw -1808928.050809 + Penalty 1870.813712 = -1807057.237097 nChanged 37 SP:Iteration 15Q (2962.230614 sec): 3 clusters Score: Raw -1808952.332035 + Penalty 1870.813712 = -1807081.518322 nChanged 15 SP:Iteration 16Q (2962.300061 sec): 3 clusters Score: Raw -1808961.672066 + Penalty 1870.813712 = -1807090.858354 nChanged 11 SP:Iteration 17Q (2962.368457 sec): 3 clusters Score: Raw -1808972.344369 + Penalty 1870.813712 = -1807101.530657 nChanged 10 SP:Iteration 18Q (2962.434993 sec): 3 clusters Score: Raw -1808983.266103 + Penalty 1870.813712 = -1807112.452391 nChanged 4 SP:Iteration 19Q (2962.501201 sec): 3 clusters Score: Raw -1808989.025680 + Penalty 1870.813712 = -1807118.211967 nChanged 6 SP:Iteration 20F (2962.568321 sec): 3 clusters Score: Raw -1808994.346723 + Penalty 1870.813712 = -1807123.533011 nChanged 4 SP:Iteration 21Q (2962.639636 sec): 3 clusters Score: Raw -1808996.464244 + Penalty 1870.813712 = -1807125.650532 nChanged 1 SP:Iteration 22Q (2962.702030 sec): 3 clusters Score: Raw -1808997.033621 + Penalty 1870.813712 = -1807126.219908 nChanged 0 SP:Iteration 23F (2962.767950 sec): 3 clusters Score: Raw -1808997.033621 + Penalty 1870.813712 = -1807126.219908 nChanged 0 Trying to split cluster 5 (2452 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2962.799916 sec): 2 clusters Score: Raw -227335.605570 + Penalty 741.442633 = -226594.162937 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2962.844342 sec): 3 clusters Score: Raw -226057.052397 + Penalty 1482.885266 = -224574.167131 nChanged 1000 SP:Iteration 1F (2962.890144 sec): 3 clusters Score: Raw -226624.824225 + Penalty 1482.885266 = -225141.938958 nChanged 205 SP:Iteration 2F (2962.936606 sec): 3 clusters Score: Raw -226759.337870 + Penalty 1482.885266 = -225276.452604 nChanged 139 SP:Iteration 3F (2962.976722 sec): 3 clusters Score: Raw -226861.688942 + Penalty 1482.885266 = -225378.803676 nChanged 144 SP:Iteration 4F (2963.033164 sec): 3 clusters Score: Raw -226980.953032 + Penalty 1482.885266 = -225498.067766 nChanged 153 SP:Iteration 5F (2963.072354 sec): 3 clusters Score: Raw -227100.002480 + Penalty 1482.885266 = -225617.117213 nChanged 114 SP:Iteration 6Q (2963.131300 sec): 3 clusters Score: Raw -227168.961126 + Penalty 1482.885266 = -225686.075860 nChanged 71 SP:Iteration 7Q (2963.179241 sec): 3 clusters Score: Raw -227212.851534 + Penalty 1482.885266 = -225729.966267 nChanged 62 SP:Iteration 8Q (2963.228432 sec): 3 clusters Score: Raw -227257.397187 + Penalty 1482.885266 = -225774.511921 nChanged 67 SP:Iteration 9Q (2963.276304 sec): 3 clusters Score: Raw -227296.559163 + Penalty 1482.885266 = -225813.673897 nChanged 52 SP:Iteration 10Q (2963.316923 sec): 3 clusters Score: Raw -227320.879945 + Penalty 1482.885266 = -225837.994679 nChanged 48 SP:Iteration 11Q (2963.363034 sec): 3 clusters Score: Raw -227348.121104 + Penalty 1482.885266 = -225865.235838 nChanged 43 SP:Iteration 12Q (2963.421164 sec): 3 clusters Score: Raw -227377.542265 + Penalty 1482.885266 = -225894.656999 nChanged 41 SP:Iteration 13Q (2963.472242 sec): 3 clusters Score: Raw -227399.900741 + Penalty 1482.885266 = -225917.015475 nChanged 32 SP:Iteration 14Q (2963.511379 sec): 3 clusters Score: Raw -227418.416324 + Penalty 1482.885266 = -225935.531058 nChanged 21 SP:Iteration 15Q (2963.566725 sec): 3 clusters Score: Raw -227426.959806 + Penalty 1482.885266 = -225944.074540 nChanged 15 SP:Iteration 16Q (2963.604635 sec): 3 clusters Score: Raw -227434.338314 + Penalty 1482.885266 = -225951.453048 nChanged 11 SP:Iteration 17Q (2963.653006 sec): 3 clusters Score: Raw -227440.321074 + Penalty 1482.885266 = -225957.435808 nChanged 9 SP:Iteration 18Q (2963.703356 sec): 3 clusters Score: Raw -227444.085653 + Penalty 1482.885266 = -225961.200386 nChanged 7 SP:Iteration 19Q (2963.759509 sec): 3 clusters Score: Raw -227446.570125 + Penalty 1482.885266 = -225963.684858 nChanged 3 SP:Iteration 20F (2963.798978 sec): 3 clusters Score: Raw -227447.258032 + Penalty 1482.885266 = -225964.372766 nChanged 0 Trying to split cluster 6 (48904 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2963.885953 sec): 2 clusters Score: Raw -4539080.842389 + Penalty 1025.773375 = -4538055.069014 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2963.987887 sec): 3 clusters Score: Raw -4507365.828510 + Penalty 2051.546750 = -4505314.281761 nChanged 23323 SP:Iteration 1F (2964.097624 sec): 3 clusters Score: Raw -4520842.188973 + Penalty 2051.546750 = -4518790.642223 nChanged 1804 SP:Iteration 2Q (2964.208084 sec): 3 clusters Score: Raw -4521300.789971 + Penalty 2051.546750 = -4519249.243222 nChanged 1784 SP:Iteration 3Q (2964.316034 sec): 3 clusters Score: Raw -4521779.426880 + Penalty 2051.546750 = -4519727.880131 nChanged 1851 SP:Iteration 4Q (2964.422932 sec): 3 clusters Score: Raw -4522300.791150 + Penalty 2051.546750 = -4520249.244400 nChanged 1897 SP:Iteration 5Q (2964.544621 sec): 3 clusters Score: Raw -4522916.659708 + Penalty 2051.546750 = -4520865.112959 nChanged 2101 SP:Iteration 6Q (2964.648107 sec): 3 clusters Score: Raw -4523754.812548 + Penalty 2051.546750 = -4521703.265798 nChanged 2472 SP:Iteration 7F (2964.761400 sec): 3 clusters Score: Raw -4525023.467962 + Penalty 2051.546750 = -4522971.921212 nChanged 3051 SP:Iteration 8F (2964.858457 sec): 3 clusters Score: Raw -4527047.811375 + Penalty 2051.546750 = -4524996.264625 nChanged 3514 SP:Iteration 9F (2964.967655 sec): 3 clusters Score: Raw -4529933.881234 + Penalty 2051.546750 = -4527882.334485 nChanged 3576 SP:Iteration 10F (2965.069715 sec): 3 clusters Score: Raw -4533273.187011 + Penalty 2051.546750 = -4531221.640262 nChanged 2886 SP:Iteration 11F (2965.172192 sec): 3 clusters Score: Raw -4536043.452249 + Penalty 2051.546750 = -4533991.905500 nChanged 1822 SP:Iteration 12Q (2965.282988 sec): 3 clusters Score: Raw -4537725.024176 + Penalty 2051.546750 = -4535673.477426 nChanged 930 SP:Iteration 13Q (2965.373697 sec): 3 clusters Score: Raw -4538522.976931 + Penalty 2051.546750 = -4536471.430182 nChanged 437 SP:Iteration 14Q (2965.479080 sec): 3 clusters Score: Raw -4538882.925641 + Penalty 2051.546750 = -4536831.378891 nChanged 205 SP:Iteration 15Q (2965.572438 sec): 3 clusters Score: Raw -4539038.569868 + Penalty 2051.546750 = -4536987.023118 nChanged 88 SP:Iteration 16Q (2965.671501 sec): 3 clusters Score: Raw -4539113.540803 + Penalty 2051.546750 = -4537061.994053 nChanged 53 SP:Iteration 17Q (2965.768058 sec): 3 clusters Score: Raw -4539163.148527 + Penalty 2051.546750 = -4537111.601778 nChanged 29 SP:Iteration 18Q (2965.861199 sec): 3 clusters Score: Raw -4539194.484966 + Penalty 2051.546750 = -4537142.938217 nChanged 20 SP:Iteration 19Q (2965.956617 sec): 3 clusters Score: Raw -4539211.886434 + Penalty 2051.546750 = -4537160.339684 nChanged 5 SP:Iteration 20F (2966.053846 sec): 3 clusters Score: Raw -4539216.216291 + Penalty 2051.546750 = -4537164.669541 nChanged 3 SP:Iteration 21Q (2966.152127 sec): 3 clusters Score: Raw -4539220.074907 + Penalty 2051.546750 = -4537168.528158 nChanged 3 SP:Iteration 22Q (2966.254229 sec): 3 clusters Score: Raw -4539226.133399 + Penalty 2051.546750 = -4537174.586650 nChanged 5 SP:Iteration 23Q (2966.343525 sec): 3 clusters Score: Raw -4539230.910670 + Penalty 2051.546750 = -4537179.363921 nChanged 3 SP:Iteration 24Q (2966.436672 sec): 3 clusters Score: Raw -4539232.357375 + Penalty 2051.546750 = -4537180.810626 nChanged 1 SP:Iteration 25Q (2966.533901 sec): 3 clusters Score: Raw -4539232.731581 + Penalty 2051.546750 = -4537181.184831 nChanged 0 SP:Iteration 26F (2966.637026 sec): 3 clusters Score: Raw -4539232.731581 + Penalty 2051.546750 = -4537181.184831 nChanged 0 Trying to split cluster 7 (23053 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2966.686983 sec): 2 clusters Score: Raw -2136813.510122 + Penalty 954.327363 = -2135859.182758 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2966.768077 sec): 3 clusters Score: Raw -2122173.962959 + Penalty 1908.654726 = -2120265.308233 nChanged 10860 SP:Iteration 1F (2966.837561 sec): 3 clusters Score: Raw -2128627.524074 + Penalty 1908.654726 = -2126718.869347 nChanged 1121 SP:Iteration 2Q (2966.931431 sec): 3 clusters Score: Raw -2129051.016342 + Penalty 1908.654726 = -2127142.361616 nChanged 1197 SP:Iteration 3F (2967.002038 sec): 3 clusters Score: Raw -2129557.630060 + Penalty 1908.654726 = -2127648.975333 nChanged 1218 SP:Iteration 4F (2967.066336 sec): 3 clusters Score: Raw -2130184.233956 + Penalty 1908.654726 = -2128275.579230 nChanged 1328 SP:Iteration 5F (2967.139368 sec): 3 clusters Score: Raw -2130997.433027 + Penalty 1908.654726 = -2129088.778301 nChanged 1469 SP:Iteration 6F (2967.212296 sec): 3 clusters Score: Raw -2131980.970775 + Penalty 1908.654726 = -2130072.316048 nChanged 1425 SP:Iteration 7F (2967.277629 sec): 3 clusters Score: Raw -2133025.717775 + Penalty 1908.654726 = -2131117.063048 nChanged 1323 SP:Iteration 8F (2967.351177 sec): 3 clusters Score: Raw -2133951.992323 + Penalty 1908.654726 = -2132043.337597 nChanged 960 SP:Iteration 9Q (2967.417058 sec): 3 clusters Score: Raw -2134580.644672 + Penalty 1908.654726 = -2132671.989946 nChanged 725 SP:Iteration 10Q (2967.486856 sec): 3 clusters Score: Raw -2135034.124198 + Penalty 1908.654726 = -2133125.469472 nChanged 559 SP:Iteration 11Q (2967.555261 sec): 3 clusters Score: Raw -2135421.878931 + Penalty 1908.654726 = -2133513.224205 nChanged 470 SP:Iteration 12Q (2967.627377 sec): 3 clusters Score: Raw -2135774.177561 + Penalty 1908.654726 = -2133865.522835 nChanged 386 SP:Iteration 13Q (2967.705244 sec): 3 clusters Score: Raw -2136058.749462 + Penalty 1908.654726 = -2134150.094736 nChanged 319 SP:Iteration 14Q (2967.771414 sec): 3 clusters Score: Raw -2136249.713964 + Penalty 1908.654726 = -2134341.059237 nChanged 224 SP:Iteration 15Q (2967.842060 sec): 3 clusters Score: Raw -2136354.499829 + Penalty 1908.654726 = -2134445.845103 nChanged 178 SP:Iteration 16Q (2967.921542 sec): 3 clusters Score: Raw -2136416.181496 + Penalty 1908.654726 = -2134507.526770 nChanged 142 SP:Iteration 17Q (2967.997170 sec): 3 clusters Score: Raw -2136468.986218 + Penalty 1908.654726 = -2134560.331492 nChanged 130 SP:Iteration 18Q (2968.071300 sec): 3 clusters Score: Raw -2136516.281271 + Penalty 1908.654726 = -2134607.626544 nChanged 114 SP:Iteration 19Q (2968.148184 sec): 3 clusters Score: Raw -2136559.427052 + Penalty 1908.654726 = -2134650.772326 nChanged 100 SP:Iteration 20F (2968.224812 sec): 3 clusters Score: Raw -2136591.217480 + Penalty 1908.654726 = -2134682.562754 nChanged 85 SP:Iteration 21Q (2968.299007 sec): 3 clusters Score: Raw -2136615.222505 + Penalty 1908.654726 = -2134706.567779 nChanged 82 SP:Iteration 22Q (2968.372005 sec): 3 clusters Score: Raw -2136638.687557 + Penalty 1908.654726 = -2134730.032830 nChanged 77 SP:Iteration 23Q (2968.448968 sec): 3 clusters Score: Raw -2136662.454733 + Penalty 1908.654726 = -2134753.800007 nChanged 61 SP:Iteration 24Q (2968.516637 sec): 3 clusters Score: Raw -2136682.714923 + Penalty 1908.654726 = -2134774.060196 nChanged 68 SP:Iteration 25Q (2968.585755 sec): 3 clusters Score: Raw -2136706.644005 + Penalty 1908.654726 = -2134797.989278 nChanged 76 SP:Iteration 26Q (2968.657108 sec): 3 clusters Score: Raw -2136739.228126 + Penalty 1908.654726 = -2134830.573399 nChanged 75 SP:Iteration 27Q (2968.729357 sec): 3 clusters Score: Raw -2136770.418924 + Penalty 1908.654726 = -2134861.764198 nChanged 81 SP:Iteration 28Q (2968.795074 sec): 3 clusters Score: Raw -2136798.603504 + Penalty 1908.654726 = -2134889.948777 nChanged 71 SP:Iteration 29Q (2968.863697 sec): 3 clusters Score: Raw -2136826.984013 + Penalty 1908.654726 = -2134918.329286 nChanged 68 SP:Iteration 30Q (2968.938559 sec): 3 clusters Score: Raw -2136845.957014 + Penalty 1908.654726 = -2134937.302288 nChanged 55 SP:Iteration 31Q (2969.010211 sec): 3 clusters Score: Raw -2136859.630046 + Penalty 1908.654726 = -2134950.975320 nChanged 45 SP:Iteration 32Q (2969.073913 sec): 3 clusters Score: Raw -2136871.993010 + Penalty 1908.654726 = -2134963.338284 nChanged 42 SP:Iteration 33Q (2969.147810 sec): 3 clusters Score: Raw -2136882.236499 + Penalty 1908.654726 = -2134973.581772 nChanged 38 SP:Iteration 34Q (2969.224835 sec): 3 clusters Score: Raw -2136891.507677 + Penalty 1908.654726 = -2134982.852951 nChanged 37 SP:Iteration 35Q (2969.300027 sec): 3 clusters Score: Raw -2136901.279043 + Penalty 1908.654726 = -2134992.624317 nChanged 28 SP:Iteration 36Q (2969.372585 sec): 3 clusters Score: Raw -2136908.276027 + Penalty 1908.654726 = -2134999.621300 nChanged 27 SP:Iteration 37Q (2969.443657 sec): 3 clusters Score: Raw -2136914.922787 + Penalty 1908.654726 = -2135006.268061 nChanged 22 SP:Iteration 38Q (2969.505907 sec): 3 clusters Score: Raw -2136920.464500 + Penalty 1908.654726 = -2135011.809774 nChanged 22 SP:Iteration 39Q (2969.578438 sec): 3 clusters Score: Raw -2136925.358744 + Penalty 1908.654726 = -2135016.704018 nChanged 20 SP:Iteration 40F (2969.647821 sec): 3 clusters Score: Raw -2136928.974959 + Penalty 1908.654726 = -2135020.320232 nChanged 11 SP:Iteration 41Q (2969.714376 sec): 3 clusters Score: Raw -2136930.427767 + Penalty 1908.654726 = -2135021.773041 nChanged 9 SP:Iteration 42Q (2969.790459 sec): 3 clusters Score: Raw -2136931.522650 + Penalty 1908.654726 = -2135022.867924 nChanged 9 SP:Iteration 43Q (2969.861120 sec): 3 clusters Score: Raw -2136933.370441 + Penalty 1908.654726 = -2135024.715714 nChanged 4 SP:Iteration 44Q (2969.928818 sec): 3 clusters Score: Raw -2136934.261086 + Penalty 1908.654726 = -2135025.606360 nChanged 9 SP:Iteration 45Q (2970.008552 sec): 3 clusters Score: Raw -2136935.617701 + Penalty 1908.654726 = -2135026.962975 nChanged 10 SP:Iteration 46Q (2970.081035 sec): 3 clusters Score: Raw -2136937.670840 + Penalty 1908.654726 = -2135029.016113 nChanged 11 SP:Iteration 47Q (2970.147399 sec): 3 clusters Score: Raw -2136939.499481 + Penalty 1908.654726 = -2135030.844754 nChanged 14 SP:Iteration 48Q (2970.208049 sec): 3 clusters Score: Raw -2136941.856902 + Penalty 1908.654726 = -2135033.202175 nChanged 11 SP:Iteration 49Q (2970.288198 sec): 3 clusters Score: Raw -2136943.694074 + Penalty 1908.654726 = -2135035.039348 nChanged 10 SP:Iteration 50Q (2970.345427 sec): 3 clusters Score: Raw -2136945.827805 + Penalty 1908.654726 = -2135037.173079 nChanged 12 SP:Iteration 51Q (2970.415642 sec): 3 clusters Score: Raw -2136948.662625 + Penalty 1908.654726 = -2135040.007899 nChanged 17 SP:Iteration 52Q (2970.477481 sec): 3 clusters Score: Raw -2136951.875966 + Penalty 1908.654726 = -2135043.221240 nChanged 12 SP:Iteration 53Q (2970.544662 sec): 3 clusters Score: Raw -2136954.112423 + Penalty 1908.654726 = -2135045.457697 nChanged 10 SP:Iteration 54Q (2970.618249 sec): 3 clusters Score: Raw -2136956.061978 + Penalty 1908.654726 = -2135047.407252 nChanged 6 SP:Iteration 55Q (2970.687235 sec): 3 clusters Score: Raw -2136957.030981 + Penalty 1908.654726 = -2135048.376255 nChanged 8 SP:Iteration 56Q (2970.745236 sec): 3 clusters Score: Raw -2136958.621044 + Penalty 1908.654726 = -2135049.966318 nChanged 6 SP:Iteration 57Q (2970.823077 sec): 3 clusters Score: Raw -2136959.478399 + Penalty 1908.654726 = -2135050.823673 nChanged 6 SP:Iteration 58Q (2970.886632 sec): 3 clusters Score: Raw -2136960.469209 + Penalty 1908.654726 = -2135051.814482 nChanged 4 SP:Iteration 59Q (2970.958055 sec): 3 clusters Score: Raw -2136960.996613 + Penalty 1908.654726 = -2135052.341887 nChanged 4 SP:Iteration 60F (2971.030933 sec): 3 clusters Score: Raw -2136961.629994 + Penalty 1908.654726 = -2135052.975268 nChanged 6 SP:Iteration 61Q (2971.099887 sec): 3 clusters Score: Raw -2136962.412118 + Penalty 1908.654726 = -2135053.757391 nChanged 6 SP:Iteration 62Q (2971.168619 sec): 3 clusters Score: Raw -2136963.981071 + Penalty 1908.654726 = -2135055.326345 nChanged 7 SP:Iteration 63Q (2971.248719 sec): 3 clusters Score: Raw -2136965.242410 + Penalty 1908.654726 = -2135056.587684 nChanged 11 SP:Iteration 64Q (2971.314360 sec): 3 clusters Score: Raw -2136967.189621 + Penalty 1908.654726 = -2135058.534894 nChanged 14 SP:Iteration 65Q (2971.377041 sec): 3 clusters Score: Raw -2136971.048490 + Penalty 1908.654726 = -2135062.393764 nChanged 15 SP:Iteration 66Q (2971.444619 sec): 3 clusters Score: Raw -2136973.900814 + Penalty 1908.654726 = -2135065.246088 nChanged 11 SP:Iteration 67Q (2971.525357 sec): 3 clusters Score: Raw -2136975.726689 + Penalty 1908.654726 = -2135067.071962 nChanged 11 SP:Iteration 68Q (2971.599289 sec): 3 clusters Score: Raw -2136977.703981 + Penalty 1908.654726 = -2135069.049255 nChanged 10 SP:Iteration 69Q (2971.658551 sec): 3 clusters Score: Raw -2136979.990083 + Penalty 1908.654726 = -2135071.335356 nChanged 7 SP:Iteration 70Q (2971.736030 sec): 3 clusters Score: Raw -2136981.009577 + Penalty 1908.654726 = -2135072.354850 nChanged 5 SP:Iteration 71Q (2971.793847 sec): 3 clusters Score: Raw -2136981.865731 + Penalty 1908.654726 = -2135073.211004 nChanged 3 SP:Iteration 72Q (2971.872467 sec): 3 clusters Score: Raw -2136982.399983 + Penalty 1908.654726 = -2135073.745257 nChanged 3 SP:Iteration 73Q (2971.946637 sec): 3 clusters Score: Raw -2136982.746790 + Penalty 1908.654726 = -2135074.092063 nChanged 6 SP:Iteration 74Q (2972.012871 sec): 3 clusters Score: Raw -2136983.537164 + Penalty 1908.654726 = -2135074.882438 nChanged 5 SP:Iteration 75Q (2972.080879 sec): 3 clusters Score: Raw -2136984.295965 + Penalty 1908.654726 = -2135075.641239 nChanged 4 SP:Iteration 76Q (2972.148112 sec): 3 clusters Score: Raw -2136984.770686 + Penalty 1908.654726 = -2135076.115960 nChanged 2 SP:Iteration 77Q (2972.214649 sec): 3 clusters Score: Raw -2136985.424591 + Penalty 1908.654726 = -2135076.769865 nChanged 5 SP:Iteration 78Q (2972.282746 sec): 3 clusters Score: Raw -2136986.224830 + Penalty 1908.654726 = -2135077.570104 nChanged 4 SP:Iteration 79Q (2972.351464 sec): 3 clusters Score: Raw -2136986.683706 + Penalty 1908.654726 = -2135078.028979 nChanged 3 SP:Iteration 80F (2972.434129 sec): 3 clusters Score: Raw -2136987.266629 + Penalty 1908.654726 = -2135078.611903 nChanged 3 SP:Iteration 81Q (2972.500775 sec): 3 clusters Score: Raw -2136987.740446 + Penalty 1908.654726 = -2135079.085720 nChanged 0 SP:Iteration 82F (2972.585977 sec): 3 clusters Score: Raw -2136987.740446 + Penalty 1908.654726 = -2135079.085720 nChanged 0 Trying to split cluster 8 (14998 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2972.629567 sec): 2 clusters Score: Raw -1424436.591936 + Penalty 913.488853 = -1423523.103083 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2972.699473 sec): 3 clusters Score: Raw -1415308.235163 + Penalty 1826.977706 = -1413481.257457 nChanged 6819 SP:Iteration 1F (2972.767533 sec): 3 clusters Score: Raw -1419162.198479 + Penalty 1826.977706 = -1417335.220773 nChanged 818 SP:Iteration 2F (2972.833568 sec): 3 clusters Score: Raw -1419509.221034 + Penalty 1826.977706 = -1417682.243327 nChanged 794 SP:Iteration 3F (2972.899954 sec): 3 clusters Score: Raw -1419862.143436 + Penalty 1826.977706 = -1418035.165730 nChanged 776 SP:Iteration 4F (2972.964941 sec): 3 clusters Score: Raw -1420207.223879 + Penalty 1826.977706 = -1418380.246172 nChanged 774 SP:Iteration 5F (2973.022116 sec): 3 clusters Score: Raw -1420572.601413 + Penalty 1826.977706 = -1418745.623706 nChanged 728 SP:Iteration 6Q (2973.097792 sec): 3 clusters Score: Raw -1420942.671736 + Penalty 1826.977706 = -1419115.694030 nChanged 723 SP:Iteration 7Q (2973.161652 sec): 3 clusters Score: Raw -1421338.929962 + Penalty 1826.977706 = -1419511.952256 nChanged 709 SP:Iteration 8Q (2973.223246 sec): 3 clusters Score: Raw -1421774.388100 + Penalty 1826.977706 = -1419947.410394 nChanged 631 SP:Iteration 9Q (2973.284593 sec): 3 clusters Score: Raw -1422163.853175 + Penalty 1826.977706 = -1420336.875468 nChanged 540 SP:Iteration 10Q (2973.342884 sec): 3 clusters Score: Raw -1422472.759758 + Penalty 1826.977706 = -1420645.782052 nChanged 426 SP:Iteration 11Q (2973.414297 sec): 3 clusters Score: Raw -1422715.438513 + Penalty 1826.977706 = -1420888.460806 nChanged 410 SP:Iteration 12Q (2973.483161 sec): 3 clusters Score: Raw -1422940.120470 + Penalty 1826.977706 = -1421113.142763 nChanged 353 SP:Iteration 13Q (2973.548272 sec): 3 clusters Score: Raw -1423135.457720 + Penalty 1826.977706 = -1421308.480014 nChanged 350 SP:Iteration 14Q (2973.603701 sec): 3 clusters Score: Raw -1423336.269883 + Penalty 1826.977706 = -1421509.292177 nChanged 344 SP:Iteration 15Q (2973.666108 sec): 3 clusters Score: Raw -1423525.886442 + Penalty 1826.977706 = -1421698.908735 nChanged 302 SP:Iteration 16Q (2973.729721 sec): 3 clusters Score: Raw -1423694.850477 + Penalty 1826.977706 = -1421867.872770 nChanged 289 SP:Iteration 17Q (2973.805606 sec): 3 clusters Score: Raw -1423863.681174 + Penalty 1826.977706 = -1422036.703467 nChanged 250 SP:Iteration 18Q (2973.869911 sec): 3 clusters Score: Raw -1424019.804987 + Penalty 1826.977706 = -1422192.827281 nChanged 241 SP:Iteration 19Q (2973.921925 sec): 3 clusters Score: Raw -1424186.748987 + Penalty 1826.977706 = -1422359.771281 nChanged 196 SP:Iteration 20F (2973.982548 sec): 3 clusters Score: Raw -1424318.784386 + Penalty 1826.977706 = -1422491.806680 nChanged 138 SP:Iteration 21Q (2974.047940 sec): 3 clusters Score: Raw -1424413.727356 + Penalty 1826.977706 = -1422586.749650 nChanged 96 SP:Iteration 22Q (2974.112004 sec): 3 clusters Score: Raw -1424481.979396 + Penalty 1826.977706 = -1422655.001690 nChanged 79 SP:Iteration 23Q (2974.159985 sec): 3 clusters Score: Raw -1424539.214768 + Penalty 1826.977706 = -1422712.237062 nChanged 55 SP:Iteration 24Q (2974.213326 sec): 3 clusters Score: Raw -1424572.570669 + Penalty 1826.977706 = -1422745.592963 nChanged 40 SP:Iteration 25Q (2974.275498 sec): 3 clusters Score: Raw -1424601.754308 + Penalty 1826.977706 = -1422774.776602 nChanged 25 SP:Iteration 26Q (2974.347730 sec): 3 clusters Score: Raw -1424616.237682 + Penalty 1826.977706 = -1422789.259976 nChanged 22 SP:Iteration 27Q (2974.408867 sec): 3 clusters Score: Raw -1424628.577536 + Penalty 1826.977706 = -1422801.599830 nChanged 10 SP:Iteration 28Q (2974.472648 sec): 3 clusters Score: Raw -1424631.620183 + Penalty 1826.977706 = -1422804.642477 nChanged 6 SP:Iteration 29Q (2974.536329 sec): 3 clusters Score: Raw -1424633.387278 + Penalty 1826.977706 = -1422806.409572 nChanged 6 SP:Iteration 30Q (2974.594344 sec): 3 clusters Score: Raw -1424636.768274 + Penalty 1826.977706 = -1422809.790567 nChanged 8 SP:Iteration 31Q (2974.658477 sec): 3 clusters Score: Raw -1424641.294825 + Penalty 1826.977706 = -1422814.317118 nChanged 5 SP:Iteration 32Q (2974.722953 sec): 3 clusters Score: Raw -1424644.059628 + Penalty 1826.977706 = -1422817.081922 nChanged 4 SP:Iteration 33Q (2974.789187 sec): 3 clusters Score: Raw -1424646.056412 + Penalty 1826.977706 = -1422819.078706 nChanged 4 SP:Iteration 34Q (2974.852869 sec): 3 clusters Score: Raw -1424647.574359 + Penalty 1826.977706 = -1422820.596653 nChanged 4 SP:Iteration 35Q (2974.917892 sec): 3 clusters Score: Raw -1424649.850917 + Penalty 1826.977706 = -1422822.873210 nChanged 2 SP:Iteration 36Q (2974.981950 sec): 3 clusters Score: Raw -1424650.935832 + Penalty 1826.977706 = -1422823.958126 nChanged 3 SP:Iteration 37Q (2975.037471 sec): 3 clusters Score: Raw -1424652.009151 + Penalty 1826.977706 = -1422825.031445 nChanged 2 SP:Iteration 38Q (2975.105608 sec): 3 clusters Score: Raw -1424653.803127 + Penalty 1826.977706 = -1422826.825421 nChanged 4 SP:Iteration 39Q (2975.161190 sec): 3 clusters Score: Raw -1424654.846360 + Penalty 1826.977706 = -1422827.868654 nChanged 0 SP:Iteration 40F (2975.225633 sec): 3 clusters Score: Raw -1424654.846360 + Penalty 1826.977706 = -1422827.868654 nChanged 0 Trying to split cluster 9 (1941 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2975.249406 sec): 2 clusters Score: Raw -176805.506483 + Penalty 719.241065 = -176086.265418 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2975.294429 sec): 3 clusters Score: Raw -175859.871119 + Penalty 1438.482131 = -174421.388988 nChanged 727 SP:Iteration 1F (2975.339356 sec): 3 clusters Score: Raw -176316.655745 + Penalty 1438.482131 = -174878.173614 nChanged 162 SP:Iteration 2F (2975.383858 sec): 3 clusters Score: Raw -176427.347325 + Penalty 1438.482131 = -174988.865194 nChanged 109 SP:Iteration 3F (2975.427073 sec): 3 clusters Score: Raw -176494.673869 + Penalty 1438.482131 = -175056.191739 nChanged 73 SP:Iteration 4Q (2975.471290 sec): 3 clusters Score: Raw -176540.553603 + Penalty 1438.482131 = -175102.071472 nChanged 74 SP:Iteration 5Q (2975.518362 sec): 3 clusters Score: Raw -176581.531873 + Penalty 1438.482131 = -175143.049742 nChanged 60 SP:Iteration 6Q (2975.561954 sec): 3 clusters Score: Raw -176616.090113 + Penalty 1438.482131 = -175177.607982 nChanged 54 SP:Iteration 7Q (2975.605667 sec): 3 clusters Score: Raw -176649.261085 + Penalty 1438.482131 = -175210.778954 nChanged 62 SP:Iteration 8Q (2975.649401 sec): 3 clusters Score: Raw -176692.172309 + Penalty 1438.482131 = -175253.690178 nChanged 60 SP:Iteration 9Q (2975.693125 sec): 3 clusters Score: Raw -176731.596353 + Penalty 1438.482131 = -175293.114222 nChanged 72 SP:Iteration 10Q (2975.747292 sec): 3 clusters Score: Raw -176778.892304 + Penalty 1438.482131 = -175340.410173 nChanged 71 SP:Iteration 11Q (2975.792250 sec): 3 clusters Score: Raw -176831.231194 + Penalty 1438.482131 = -175392.749063 nChanged 61 SP:Iteration 12Q (2975.826720 sec): 3 clusters Score: Raw -176873.102858 + Penalty 1438.482131 = -175434.620727 nChanged 59 SP:Iteration 13Q (2975.870481 sec): 3 clusters Score: Raw -176926.769388 + Penalty 1438.482131 = -175488.287257 nChanged 59 SP:Iteration 14Q (2975.914012 sec): 3 clusters Score: Raw -176974.137189 + Penalty 1438.482131 = -175535.655058 nChanged 52 SP:Iteration 15Q (2975.957790 sec): 3 clusters Score: Raw -177006.682004 + Penalty 1438.482131 = -175568.199873 nChanged 31 SP:Iteration 16Q (2975.996794 sec): 3 clusters Score: Raw -177030.004138 + Penalty 1438.482131 = -175591.522007 nChanged 25 SP:Iteration 17Q (2976.041740 sec): 3 clusters Score: Raw -177043.507348 + Penalty 1438.482131 = -175605.025217 nChanged 17 SP:Iteration 18Q (2976.097218 sec): 3 clusters Score: Raw -177052.976560 + Penalty 1438.482131 = -175614.494429 nChanged 15 SP:Iteration 19Q (2976.131677 sec): 3 clusters Score: Raw -177059.584257 + Penalty 1438.482131 = -175621.102126 nChanged 11 SP:Iteration 20F (2976.175470 sec): 3 clusters Score: Raw -177065.583010 + Penalty 1438.482131 = -175627.100879 nChanged 11 SP:Iteration 21Q (2976.219927 sec): 3 clusters Score: Raw -177071.982587 + Penalty 1438.482131 = -175633.500456 nChanged 16 SP:Iteration 22Q (2976.264526 sec): 3 clusters Score: Raw -177080.434440 + Penalty 1438.482131 = -175641.952309 nChanged 11 SP:Iteration 23Q (2976.309195 sec): 3 clusters Score: Raw -177088.293702 + Penalty 1438.482131 = -175649.811571 nChanged 11 SP:Iteration 24Q (2976.344028 sec): 3 clusters Score: Raw -177095.549224 + Penalty 1438.482131 = -175657.067094 nChanged 10 SP:Iteration 25Q (2976.395174 sec): 3 clusters Score: Raw -177103.347867 + Penalty 1438.482131 = -175664.865736 nChanged 12 SP:Iteration 26Q (2976.448653 sec): 3 clusters Score: Raw -177110.430629 + Penalty 1438.482131 = -175671.948498 nChanged 8 SP:Iteration 27Q (2976.489063 sec): 3 clusters Score: Raw -177116.276257 + Penalty 1438.482131 = -175677.794126 nChanged 9 SP:Iteration 28Q (2976.539331 sec): 3 clusters Score: Raw -177124.448076 + Penalty 1438.482131 = -175685.965946 nChanged 6 SP:Iteration 29Q (2976.601536 sec): 3 clusters Score: Raw -177126.927884 + Penalty 1438.482131 = -175688.445753 nChanged 2 SP:Iteration 30Q (2976.651381 sec): 3 clusters Score: Raw -177127.976535 + Penalty 1438.482131 = -175689.494405 nChanged 2 SP:Iteration 31Q (2976.700942 sec): 3 clusters Score: Raw -177128.849151 + Penalty 1438.482131 = -175690.367021 nChanged 2 SP:Iteration 32Q (2976.747280 sec): 3 clusters Score: Raw -177129.381535 + Penalty 1438.482131 = -175690.899405 nChanged 1 SP:Iteration 33Q (2976.791235 sec): 3 clusters Score: Raw -177129.807047 + Penalty 1438.482131 = -175691.324917 nChanged 0 SP:Iteration 34F (2976.828329 sec): 3 clusters Score: Raw -177129.807047 + Penalty 1438.482131 = -175691.324917 nChanged 0 Trying to split cluster 10 (69837 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2976.938858 sec): 2 clusters Score: Raw -6618687.107103 + Penalty 1059.622327 = -6617627.484775 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2977.065357 sec): 3 clusters Score: Raw -6573149.728835 + Penalty 2119.244655 = -6571030.484181 nChanged 33496 SP:Iteration 1F (2977.199493 sec): 3 clusters Score: Raw -6592932.375229 + Penalty 2119.244655 = -6590813.130574 nChanged 2681 SP:Iteration 2Q (2977.337726 sec): 3 clusters Score: Raw -6593710.801246 + Penalty 2119.244655 = -6591591.556591 nChanged 2851 SP:Iteration 3Q (2977.474248 sec): 3 clusters Score: Raw -6594727.173713 + Penalty 2119.244655 = -6592607.929059 nChanged 3153 SP:Iteration 4Q (2977.605756 sec): 3 clusters Score: Raw -6596155.187560 + Penalty 2119.244655 = -6594035.942905 nChanged 3699 SP:Iteration 5F (2977.743824 sec): 3 clusters Score: Raw -6598401.364745 + Penalty 2119.244655 = -6596282.120090 nChanged 4324 SP:Iteration 6F (2977.879048 sec): 3 clusters Score: Raw -6601747.945673 + Penalty 2119.244655 = -6599628.701018 nChanged 4836 SP:Iteration 7F (2978.014303 sec): 3 clusters Score: Raw -6605957.923076 + Penalty 2119.244655 = -6603838.678422 nChanged 4610 SP:Iteration 8F (2978.150121 sec): 3 clusters Score: Raw -6609268.359951 + Penalty 2119.244655 = -6607149.115297 nChanged 3378 SP:Iteration 9Q (2978.291123 sec): 3 clusters Score: Raw -6610979.737078 + Penalty 2119.244655 = -6608860.492424 nChanged 2232 SP:Iteration 10Q (2978.422440 sec): 3 clusters Score: Raw -6611951.881077 + Penalty 2119.244655 = -6609832.636422 nChanged 1810 SP:Iteration 11Q (2978.573913 sec): 3 clusters Score: Raw -6612732.514752 + Penalty 2119.244655 = -6610613.270097 nChanged 1643 SP:Iteration 12Q (2978.708745 sec): 3 clusters Score: Raw -6613484.286560 + Penalty 2119.244655 = -6611365.041905 nChanged 1562 SP:Iteration 13Q (2978.849622 sec): 3 clusters Score: Raw -6614204.663226 + Penalty 2119.244655 = -6612085.418572 nChanged 1501 SP:Iteration 14Q (2978.988742 sec): 3 clusters Score: Raw -6614863.828620 + Penalty 2119.244655 = -6612744.583965 nChanged 1431 SP:Iteration 15Q (2979.124957 sec): 3 clusters Score: Raw -6615500.638454 + Penalty 2119.244655 = -6613381.393800 nChanged 1357 SP:Iteration 16Q (2979.253458 sec): 3 clusters Score: Raw -6616085.036860 + Penalty 2119.244655 = -6613965.792205 nChanged 1217 SP:Iteration 17Q (2979.390587 sec): 3 clusters Score: Raw -6616611.577760 + Penalty 2119.244655 = -6614492.333106 nChanged 1099 SP:Iteration 18Q (2979.519599 sec): 3 clusters Score: Raw -6617066.175073 + Penalty 2119.244655 = -6614946.930419 nChanged 1022 SP:Iteration 19Q (2979.658725 sec): 3 clusters Score: Raw -6617477.795209 + Penalty 2119.244655 = -6615358.550555 nChanged 957 SP:Iteration 20F (2979.790102 sec): 3 clusters Score: Raw -6617798.365185 + Penalty 2119.244655 = -6615679.120531 nChanged 766 SP:Iteration 21Q (2979.921291 sec): 3 clusters Score: Raw -6617994.434595 + Penalty 2119.244655 = -6615875.189941 nChanged 573 SP:Iteration 22Q (2980.053960 sec): 3 clusters Score: Raw -6618119.966647 + Penalty 2119.244655 = -6616000.721993 nChanged 456 SP:Iteration 23Q (2980.189698 sec): 3 clusters Score: Raw -6618198.091168 + Penalty 2119.244655 = -6616078.846513 nChanged 353 SP:Iteration 24Q (2980.324147 sec): 3 clusters Score: Raw -6618253.582507 + Penalty 2119.244655 = -6616134.337852 nChanged 330 SP:Iteration 25Q (2980.461284 sec): 3 clusters Score: Raw -6618293.614524 + Penalty 2119.244655 = -6616174.369870 nChanged 259 SP:Iteration 26Q (2980.593243 sec): 3 clusters Score: Raw -6618321.698021 + Penalty 2119.244655 = -6616202.453367 nChanged 239 SP:Iteration 27Q (2980.723409 sec): 3 clusters Score: Raw -6618346.220020 + Penalty 2119.244655 = -6616226.975365 nChanged 198 SP:Iteration 28Q (2980.868481 sec): 3 clusters Score: Raw -6618362.936171 + Penalty 2119.244655 = -6616243.691517 nChanged 177 SP:Iteration 29Q (2980.997002 sec): 3 clusters Score: Raw -6618375.130750 + Penalty 2119.244655 = -6616255.886095 nChanged 155 SP:Iteration 30Q (2981.134255 sec): 3 clusters Score: Raw -6618384.475700 + Penalty 2119.244655 = -6616265.231046 nChanged 141 SP:Iteration 31Q (2981.269770 sec): 3 clusters Score: Raw -6618391.815263 + Penalty 2119.244655 = -6616272.570609 nChanged 130 SP:Iteration 32Q (2981.405997 sec): 3 clusters Score: Raw -6618398.557670 + Penalty 2119.244655 = -6616279.313016 nChanged 125 SP:Iteration 33Q (2981.539636 sec): 3 clusters Score: Raw -6618405.268631 + Penalty 2119.244655 = -6616286.023976 nChanged 112 SP:Iteration 34Q (2981.679437 sec): 3 clusters Score: Raw -6618410.377329 + Penalty 2119.244655 = -6616291.132674 nChanged 109 SP:Iteration 35Q (2981.811507 sec): 3 clusters Score: Raw -6618414.931308 + Penalty 2119.244655 = -6616295.686654 nChanged 106 SP:Iteration 36Q (2981.947418 sec): 3 clusters Score: Raw -6618419.618297 + Penalty 2119.244655 = -6616300.373642 nChanged 98 SP:Iteration 37Q (2982.078707 sec): 3 clusters Score: Raw -6618423.731141 + Penalty 2119.244655 = -6616304.486487 nChanged 90 SP:Iteration 38Q (2982.219699 sec): 3 clusters Score: Raw -6618426.921724 + Penalty 2119.244655 = -6616307.677069 nChanged 84 SP:Iteration 39Q (2982.354313 sec): 3 clusters Score: Raw -6618429.962131 + Penalty 2119.244655 = -6616310.717476 nChanged 88 SP:Iteration 40F (2982.488165 sec): 3 clusters Score: Raw -6618433.210128 + Penalty 2119.244655 = -6616313.965474 nChanged 78 SP:Iteration 41Q (2982.630111 sec): 3 clusters Score: Raw -6618436.001456 + Penalty 2119.244655 = -6616316.756801 nChanged 83 SP:Iteration 42Q (2982.770349 sec): 3 clusters Score: Raw -6618438.867706 + Penalty 2119.244655 = -6616319.623052 nChanged 86 SP:Iteration 43Q (2982.902963 sec): 3 clusters Score: Raw -6618441.917652 + Penalty 2119.244655 = -6616322.672997 nChanged 89 SP:Iteration 44Q (2983.043604 sec): 3 clusters Score: Raw -6618445.666738 + Penalty 2119.244655 = -6616326.422083 nChanged 89 SP:Iteration 45Q (2983.178999 sec): 3 clusters Score: Raw -6618448.923404 + Penalty 2119.244655 = -6616329.678749 nChanged 81 SP:Iteration 46Q (2983.310762 sec): 3 clusters Score: Raw -6618451.900938 + Penalty 2119.244655 = -6616332.656284 nChanged 72 SP:Iteration 47Q (2983.450205 sec): 3 clusters Score: Raw -6618454.367951 + Penalty 2119.244655 = -6616335.123296 nChanged 71 SP:Iteration 48Q (2983.588867 sec): 3 clusters Score: Raw -6618456.599942 + Penalty 2119.244655 = -6616337.355287 nChanged 65 SP:Iteration 49Q (2983.722360 sec): 3 clusters Score: Raw -6618458.724388 + Penalty 2119.244655 = -6616339.479733 nChanged 65 SP:Iteration 50Q (2983.854496 sec): 3 clusters Score: Raw -6618460.909213 + Penalty 2119.244655 = -6616341.664559 nChanged 74 SP:Iteration 51Q (2983.986897 sec): 3 clusters Score: Raw -6618462.962372 + Penalty 2119.244655 = -6616343.717718 nChanged 67 SP:Iteration 52Q (2984.110952 sec): 3 clusters Score: Raw -6618464.932396 + Penalty 2119.244655 = -6616345.687741 nChanged 61 SP:Iteration 53Q (2984.250990 sec): 3 clusters Score: Raw -6618466.552146 + Penalty 2119.244655 = -6616347.307492 nChanged 56 SP:Iteration 54Q (2984.392835 sec): 3 clusters Score: Raw -6618468.164073 + Penalty 2119.244655 = -6616348.919418 nChanged 45 SP:Iteration 55Q (2984.515672 sec): 3 clusters Score: Raw -6618469.479684 + Penalty 2119.244655 = -6616350.235029 nChanged 52 SP:Iteration 56Q (2984.641310 sec): 3 clusters Score: Raw -6618470.968483 + Penalty 2119.244655 = -6616351.723828 nChanged 57 SP:Iteration 57Q (2984.784455 sec): 3 clusters Score: Raw -6618472.922025 + Penalty 2119.244655 = -6616353.677371 nChanged 43 SP:Iteration 58Q (2984.919177 sec): 3 clusters Score: Raw -6618474.079003 + Penalty 2119.244655 = -6616354.834348 nChanged 37 SP:Iteration 59Q (2985.050976 sec): 3 clusters Score: Raw -6618474.761125 + Penalty 2119.244655 = -6616355.516471 nChanged 24 SP:Iteration 60F (2985.177344 sec): 3 clusters Score: Raw -6618475.192939 + Penalty 2119.244655 = -6616355.948285 nChanged 26 SP:Iteration 61Q (2985.308272 sec): 3 clusters Score: Raw -6618475.625717 + Penalty 2119.244655 = -6616356.381063 nChanged 24 SP:Iteration 62Q (2985.443259 sec): 3 clusters Score: Raw -6618475.993036 + Penalty 2119.244655 = -6616356.748381 nChanged 23 SP:Iteration 63Q (2985.582101 sec): 3 clusters Score: Raw -6618476.356339 + Penalty 2119.244655 = -6616357.111685 nChanged 31 SP:Iteration 64Q (2985.708175 sec): 3 clusters Score: Raw -6618476.902388 + Penalty 2119.244655 = -6616357.657733 nChanged 25 SP:Iteration 65Q (2985.848099 sec): 3 clusters Score: Raw -6618477.440034 + Penalty 2119.244655 = -6616358.195380 nChanged 31 SP:Iteration 66Q (2985.981655 sec): 3 clusters Score: Raw -6618478.185972 + Penalty 2119.244655 = -6616358.941317 nChanged 35 SP:Iteration 67Q (2986.111291 sec): 3 clusters Score: Raw -6618478.800184 + Penalty 2119.244655 = -6616359.555529 nChanged 35 SP:Iteration 68Q (2986.244289 sec): 3 clusters Score: Raw -6618479.463613 + Penalty 2119.244655 = -6616360.218958 nChanged 35 SP:Iteration 69Q (2986.378383 sec): 3 clusters Score: Raw -6618480.183606 + Penalty 2119.244655 = -6616360.938951 nChanged 37 SP:Iteration 70Q (2986.506573 sec): 3 clusters Score: Raw -6618481.153326 + Penalty 2119.244655 = -6616361.908671 nChanged 41 SP:Iteration 71Q (2986.640089 sec): 3 clusters Score: Raw -6618482.160655 + Penalty 2119.244655 = -6616362.916001 nChanged 39 SP:Iteration 72Q (2986.772313 sec): 3 clusters Score: Raw -6618483.049814 + Penalty 2119.244655 = -6616363.805160 nChanged 35 SP:Iteration 73Q (2986.912231 sec): 3 clusters Score: Raw -6618484.103966 + Penalty 2119.244655 = -6616364.859311 nChanged 40 SP:Iteration 74Q (2987.045762 sec): 3 clusters Score: Raw -6618485.176792 + Penalty 2119.244655 = -6616365.932137 nChanged 42 SP:Iteration 75Q (2987.189990 sec): 3 clusters Score: Raw -6618486.168368 + Penalty 2119.244655 = -6616366.923713 nChanged 43 SP:Iteration 76Q (2987.316797 sec): 3 clusters Score: Raw -6618487.304167 + Penalty 2119.244655 = -6616368.059513 nChanged 42 SP:Iteration 77Q (2987.445807 sec): 3 clusters Score: Raw -6618488.277108 + Penalty 2119.244655 = -6616369.032454 nChanged 36 SP:Iteration 78Q (2987.586563 sec): 3 clusters Score: Raw -6618489.193623 + Penalty 2119.244655 = -6616369.948969 nChanged 44 SP:Iteration 79Q (2987.718032 sec): 3 clusters Score: Raw -6618490.360016 + Penalty 2119.244655 = -6616371.115361 nChanged 33 SP:Iteration 80F (2987.844834 sec): 3 clusters Score: Raw -6618491.161865 + Penalty 2119.244655 = -6616371.917210 nChanged 37 SP:Iteration 81Q (2987.981504 sec): 3 clusters Score: Raw -6618492.123366 + Penalty 2119.244655 = -6616372.878712 nChanged 35 SP:Iteration 82Q (2988.116470 sec): 3 clusters Score: Raw -6618492.949250 + Penalty 2119.244655 = -6616373.704596 nChanged 38 SP:Iteration 83Q (2988.246677 sec): 3 clusters Score: Raw -6618493.941505 + Penalty 2119.244655 = -6616374.696850 nChanged 41 SP:Iteration 84Q (2988.374258 sec): 3 clusters Score: Raw -6618494.935685 + Penalty 2119.244655 = -6616375.691030 nChanged 37 SP:Iteration 85Q (2988.490142 sec): 3 clusters Score: Raw -6618495.816942 + Penalty 2119.244655 = -6616376.572287 nChanged 30 SP:Iteration 86Q (2988.630063 sec): 3 clusters Score: Raw -6618496.477652 + Penalty 2119.244655 = -6616377.232997 nChanged 27 SP:Iteration 87Q (2988.759271 sec): 3 clusters Score: Raw -6618497.143055 + Penalty 2119.244655 = -6616377.898400 nChanged 28 SP:Iteration 88Q (2988.894236 sec): 3 clusters Score: Raw -6618497.827201 + Penalty 2119.244655 = -6616378.582547 nChanged 34 SP:Iteration 89Q (2989.028094 sec): 3 clusters Score: Raw -6618498.786445 + Penalty 2119.244655 = -6616379.541790 nChanged 47 SP:Iteration 90Q (2989.161693 sec): 3 clusters Score: Raw -6618500.072124 + Penalty 2119.244655 = -6616380.827469 nChanged 45 SP:Iteration 91Q (2989.293979 sec): 3 clusters Score: Raw -6618501.683002 + Penalty 2119.244655 = -6616382.438348 nChanged 46 SP:Iteration 92Q (2989.429489 sec): 3 clusters Score: Raw -6618503.042585 + Penalty 2119.244655 = -6616383.797931 nChanged 57 SP:Iteration 93Q (2989.567315 sec): 3 clusters Score: Raw -6618505.151484 + Penalty 2119.244655 = -6616385.906829 nChanged 70 SP:Iteration 94Q (2989.712866 sec): 3 clusters Score: Raw -6618507.780539 + Penalty 2119.244655 = -6616388.535884 nChanged 64 SP:Iteration 95Q (2989.845869 sec): 3 clusters Score: Raw -6618510.375047 + Penalty 2119.244655 = -6616391.130393 nChanged 66 SP:Iteration 96Q (2989.969915 sec): 3 clusters Score: Raw -6618512.698655 + Penalty 2119.244655 = -6616393.454001 nChanged 61 SP:Iteration 97Q (2990.100137 sec): 3 clusters Score: Raw -6618514.786677 + Penalty 2119.244655 = -6616395.542023 nChanged 59 SP:Iteration 98Q (2990.241556 sec): 3 clusters Score: Raw -6618516.712367 + Penalty 2119.244655 = -6616397.467713 nChanged 50 SP:Iteration 99Q (2990.371864 sec): 3 clusters Score: Raw -6618518.240967 + Penalty 2119.244655 = -6616398.996312 nChanged 54 SP:Iteration 100F (2990.506834 sec): 3 clusters Score: Raw -6618520.297023 + Penalty 2119.244655 = -6616401.052368 nChanged 65 SP:Iteration 101Q (2990.634780 sec): 3 clusters Score: Raw -6618523.037368 + Penalty 2119.244655 = -6616403.792713 nChanged 64 SP:Iteration 102Q (2990.783297 sec): 3 clusters Score: Raw -6618525.672736 + Penalty 2119.244655 = -6616406.428081 nChanged 62 SP:Iteration 103Q (2990.910430 sec): 3 clusters Score: Raw -6618528.223752 + Penalty 2119.244655 = -6616408.979097 nChanged 66 SP:Iteration 104Q (2991.046420 sec): 3 clusters Score: Raw -6618530.990535 + Penalty 2119.244655 = -6616411.745880 nChanged 66 SP:Iteration 105Q (2991.196688 sec): 3 clusters Score: Raw -6618533.278318 + Penalty 2119.244655 = -6616414.033663 nChanged 66 SP:Iteration 106Q (2991.333042 sec): 3 clusters Score: Raw -6618535.275399 + Penalty 2119.244655 = -6616416.030745 nChanged 67 SP:Iteration 107Q (2991.468006 sec): 3 clusters Score: Raw -6618537.695301 + Penalty 2119.244655 = -6616418.450646 nChanged 66 SP:Iteration 108Q (2991.604847 sec): 3 clusters Score: Raw -6618539.992227 + Penalty 2119.244655 = -6616420.747573 nChanged 64 SP:Iteration 109Q (2991.731694 sec): 3 clusters Score: Raw -6618542.185406 + Penalty 2119.244655 = -6616422.940751 nChanged 65 SP:Iteration 110Q (2991.864230 sec): 3 clusters Score: Raw -6618544.285153 + Penalty 2119.244655 = -6616425.040498 nChanged 66 SP:Iteration 111Q (2991.991233 sec): 3 clusters Score: Raw -6618546.164099 + Penalty 2119.244655 = -6616426.919445 nChanged 63 SP:Iteration 112Q (2992.115156 sec): 3 clusters Score: Raw -6618547.924494 + Penalty 2119.244655 = -6616428.679839 nChanged 52 SP:Iteration 113Q (2992.243205 sec): 3 clusters Score: Raw -6618549.226960 + Penalty 2119.244655 = -6616429.982306 nChanged 52 SP:Iteration 114Q (2992.379668 sec): 3 clusters Score: Raw -6618550.691218 + Penalty 2119.244655 = -6616431.446564 nChanged 61 SP:Iteration 115Q (2992.510585 sec): 3 clusters Score: Raw -6618552.627651 + Penalty 2119.244655 = -6616433.382997 nChanged 62 SP:Iteration 116Q (2992.638964 sec): 3 clusters Score: Raw -6618554.482068 + Penalty 2119.244655 = -6616435.237414 nChanged 57 SP:Iteration 117Q (2992.769355 sec): 3 clusters Score: Raw -6618555.977015 + Penalty 2119.244655 = -6616436.732361 nChanged 51 SP:Iteration 118Q (2992.906526 sec): 3 clusters Score: Raw -6618557.388333 + Penalty 2119.244655 = -6616438.143679 nChanged 48 SP:Iteration 119Q (2993.039044 sec): 3 clusters Score: Raw -6618558.787990 + Penalty 2119.244655 = -6616439.543335 nChanged 54 SP:Iteration 120F (2993.168106 sec): 3 clusters Score: Raw -6618560.930719 + Penalty 2119.244655 = -6616441.686064 nChanged 63 SP:Iteration 121Q (2993.298944 sec): 3 clusters Score: Raw -6618563.441532 + Penalty 2119.244655 = -6616444.196877 nChanged 69 SP:Iteration 122Q (2993.442341 sec): 3 clusters Score: Raw -6618565.919105 + Penalty 2119.244655 = -6616446.674450 nChanged 64 SP:Iteration 123Q (2993.579322 sec): 3 clusters Score: Raw -6618567.812888 + Penalty 2119.244655 = -6616448.568233 nChanged 56 SP:Iteration 124Q (2993.708483 sec): 3 clusters Score: Raw -6618569.535027 + Penalty 2119.244655 = -6616450.290372 nChanged 60 SP:Iteration 125Q (2993.838155 sec): 3 clusters Score: Raw -6618571.506369 + Penalty 2119.244655 = -6616452.261715 nChanged 45 SP:Iteration 126Q (2993.967268 sec): 3 clusters Score: Raw -6618572.917388 + Penalty 2119.244655 = -6616453.672733 nChanged 48 SP:Iteration 127Q (2994.100232 sec): 3 clusters Score: Raw -6618574.128292 + Penalty 2119.244655 = -6616454.883637 nChanged 46 SP:Iteration 128Q (2994.232979 sec): 3 clusters Score: Raw -6618575.404238 + Penalty 2119.244655 = -6616456.159584 nChanged 46 SP:Iteration 129Q (2994.360948 sec): 3 clusters Score: Raw -6618576.701122 + Penalty 2119.244655 = -6616457.456467 nChanged 47 SP:Iteration 130Q (2994.482551 sec): 3 clusters Score: Raw -6618578.138406 + Penalty 2119.244655 = -6616458.893752 nChanged 49 SP:Iteration 131Q (2994.614322 sec): 3 clusters Score: Raw -6618579.694289 + Penalty 2119.244655 = -6616460.449634 nChanged 50 SP:Iteration 132Q (2994.744623 sec): 3 clusters Score: Raw -6618581.070595 + Penalty 2119.244655 = -6616461.825941 nChanged 46 SP:Iteration 133Q (2994.863305 sec): 3 clusters Score: Raw -6618582.328020 + Penalty 2119.244655 = -6616463.083365 nChanged 46 SP:Iteration 134Q (2994.990194 sec): 3 clusters Score: Raw -6618583.765716 + Penalty 2119.244655 = -6616464.521062 nChanged 44 SP:Iteration 135Q (2995.128643 sec): 3 clusters Score: Raw -6618585.097403 + Penalty 2119.244655 = -6616465.852748 nChanged 49 SP:Iteration 136Q (2995.240287 sec): 3 clusters Score: Raw -6618586.650251 + Penalty 2119.244655 = -6616467.405596 nChanged 47 SP:Iteration 137Q (2995.380675 sec): 3 clusters Score: Raw -6618588.361291 + Penalty 2119.244655 = -6616469.116637 nChanged 49 SP:Iteration 138Q (2995.505318 sec): 3 clusters Score: Raw -6618589.905630 + Penalty 2119.244655 = -6616470.660976 nChanged 44 SP:Iteration 139Q (2995.637156 sec): 3 clusters Score: Raw -6618591.085049 + Penalty 2119.244655 = -6616471.840395 nChanged 50 SP:Iteration 140F (2995.768359 sec): 3 clusters Score: Raw -6618592.559312 + Penalty 2119.244655 = -6616473.314658 nChanged 45 SP:Iteration 141Q (2995.902525 sec): 3 clusters Score: Raw -6618593.824427 + Penalty 2119.244655 = -6616474.579773 nChanged 39 SP:Iteration 142Q (2996.034593 sec): 3 clusters Score: Raw -6618594.781549 + Penalty 2119.244655 = -6616475.536894 nChanged 30 SP:Iteration 143Q (2996.150724 sec): 3 clusters Score: Raw -6618595.480357 + Penalty 2119.244655 = -6616476.235702 nChanged 30 SP:Iteration 144Q (2996.288921 sec): 3 clusters Score: Raw -6618595.979430 + Penalty 2119.244655 = -6616476.734776 nChanged 19 SP:Iteration 145Q (2996.426000 sec): 3 clusters Score: Raw -6618596.295164 + Penalty 2119.244655 = -6616477.050510 nChanged 22 SP:Iteration 146Q (2996.551039 sec): 3 clusters Score: Raw -6618596.807786 + Penalty 2119.244655 = -6616477.563131 nChanged 27 SP:Iteration 147Q (2996.688646 sec): 3 clusters Score: Raw -6618597.491544 + Penalty 2119.244655 = -6616478.246890 nChanged 32 SP:Iteration 148Q (2996.836024 sec): 3 clusters Score: Raw -6618598.487576 + Penalty 2119.244655 = -6616479.242922 nChanged 40 SP:Iteration 149Q (2996.960893 sec): 3 clusters Score: Raw -6618599.483204 + Penalty 2119.244655 = -6616480.238549 nChanged 29 SP:Iteration 150Q (2997.098961 sec): 3 clusters Score: Raw -6618600.239552 + Penalty 2119.244655 = -6616480.994898 nChanged 46 SP:Iteration 151Q (2997.235817 sec): 3 clusters Score: Raw -6618601.382681 + Penalty 2119.244655 = -6616482.138027 nChanged 39 SP:Iteration 152Q (2997.363670 sec): 3 clusters Score: Raw -6618602.367440 + Penalty 2119.244655 = -6616483.122785 nChanged 40 SP:Iteration 153Q (2997.501218 sec): 3 clusters Score: Raw -6618603.617400 + Penalty 2119.244655 = -6616484.372746 nChanged 50 SP:Iteration 154Q (2997.639255 sec): 3 clusters Score: Raw -6618605.290852 + Penalty 2119.244655 = -6616486.046198 nChanged 56 SP:Iteration 155Q (2997.773636 sec): 3 clusters Score: Raw -6618607.298841 + Penalty 2119.244655 = -6616488.054187 nChanged 70 SP:Iteration 156Q (2997.902363 sec): 3 clusters Score: Raw -6618610.017784 + Penalty 2119.244655 = -6616490.773129 nChanged 72 SP:Iteration 157Q (2998.044123 sec): 3 clusters Score: Raw -6618612.323959 + Penalty 2119.244655 = -6616493.079305 nChanged 59 SP:Iteration 158Q (2998.180724 sec): 3 clusters Score: Raw -6618614.353906 + Penalty 2119.244655 = -6616495.109252 nChanged 63 SP:Iteration 159Q (2998.306537 sec): 3 clusters Score: Raw -6618616.394336 + Penalty 2119.244655 = -6616497.149682 nChanged 54 SP:Iteration 160F (2998.434863 sec): 3 clusters Score: Raw -6618618.349344 + Penalty 2119.244655 = -6616499.104690 nChanged 50 SP:Iteration 161Q (2998.556038 sec): 3 clusters Score: Raw -6618620.195218 + Penalty 2119.244655 = -6616500.950564 nChanged 55 SP:Iteration 162Q (2998.687146 sec): 3 clusters Score: Raw -6618621.859116 + Penalty 2119.244655 = -6616502.614461 nChanged 60 SP:Iteration 163Q (2998.821159 sec): 3 clusters Score: Raw -6618624.037287 + Penalty 2119.244655 = -6616504.792632 nChanged 63 SP:Iteration 164Q (2998.941379 sec): 3 clusters Score: Raw -6618626.219251 + Penalty 2119.244655 = -6616506.974596 nChanged 53 SP:Iteration 165Q (2999.081027 sec): 3 clusters Score: Raw -6618627.831678 + Penalty 2119.244655 = -6616508.587023 nChanged 48 SP:Iteration 166Q (2999.211350 sec): 3 clusters Score: Raw -6618629.098375 + Penalty 2119.244655 = -6616509.853721 nChanged 31 SP:Iteration 167Q (2999.339881 sec): 3 clusters Score: Raw -6618629.853519 + Penalty 2119.244655 = -6616510.608865 nChanged 30 SP:Iteration 168Q (2999.470965 sec): 3 clusters Score: Raw -6618630.641415 + Penalty 2119.244655 = -6616511.396760 nChanged 27 SP:Iteration 169Q (2999.601155 sec): 3 clusters Score: Raw -6618631.313125 + Penalty 2119.244655 = -6616512.068471 nChanged 28 SP:Iteration 170Q (2999.731818 sec): 3 clusters Score: Raw -6618632.095874 + Penalty 2119.244655 = -6616512.851220 nChanged 39 SP:Iteration 171Q (2999.864367 sec): 3 clusters Score: Raw -6618633.138401 + Penalty 2119.244655 = -6616513.893746 nChanged 44 SP:Iteration 172Q (2999.995255 sec): 3 clusters Score: Raw -6618634.286275 + Penalty 2119.244655 = -6616515.041621 nChanged 41 SP:Iteration 173Q (3000.132615 sec): 3 clusters Score: Raw -6618635.541609 + Penalty 2119.244655 = -6616516.296955 nChanged 53 SP:Iteration 174Q (3000.264694 sec): 3 clusters Score: Raw -6618637.273122 + Penalty 2119.244655 = -6616518.028467 nChanged 52 SP:Iteration 175Q (3000.388342 sec): 3 clusters Score: Raw -6618638.918298 + Penalty 2119.244655 = -6616519.673644 nChanged 46 SP:Iteration 176Q (3000.523962 sec): 3 clusters Score: Raw -6618640.229256 + Penalty 2119.244655 = -6616520.984602 nChanged 47 SP:Iteration 177Q (3000.666938 sec): 3 clusters Score: Raw -6618641.724495 + Penalty 2119.244655 = -6616522.479840 nChanged 59 SP:Iteration 178Q (3000.787437 sec): 3 clusters Score: Raw -6618644.188556 + Penalty 2119.244655 = -6616524.943902 nChanged 71 SP:Iteration 179Q (3000.921347 sec): 3 clusters Score: Raw -6618646.819590 + Penalty 2119.244655 = -6616527.574935 nChanged 66 SP:Iteration 180F (3001.056117 sec): 3 clusters Score: Raw -6618649.127391 + Penalty 2119.244655 = -6616529.882736 nChanged 53 SP:Iteration 181Q (3001.183813 sec): 3 clusters Score: Raw -6618650.788947 + Penalty 2119.244655 = -6616531.544292 nChanged 53 SP:Iteration 182Q (3001.321241 sec): 3 clusters Score: Raw -6618652.338226 + Penalty 2119.244655 = -6616533.093571 nChanged 49 SP:Iteration 183Q (3001.452234 sec): 3 clusters Score: Raw -6618654.024542 + Penalty 2119.244655 = -6616534.779888 nChanged 63 SP:Iteration 184Q (3001.579941 sec): 3 clusters Score: Raw -6618656.644613 + Penalty 2119.244655 = -6616537.399959 nChanged 77 SP:Iteration 185Q (3001.707618 sec): 3 clusters Score: Raw -6618659.924799 + Penalty 2119.244655 = -6616540.680145 nChanged 80 SP:Iteration 186Q (3001.846889 sec): 3 clusters Score: Raw -6618663.471184 + Penalty 2119.244655 = -6616544.226529 nChanged 81 SP:Iteration 187Q (3001.974645 sec): 3 clusters Score: Raw -6618666.612771 + Penalty 2119.244655 = -6616547.368116 nChanged 56 SP:Iteration 188Q (3002.103659 sec): 3 clusters Score: Raw -6618668.560682 + Penalty 2119.244655 = -6616549.316027 nChanged 53 SP:Iteration 189Q (3002.236291 sec): 3 clusters Score: Raw -6618670.174905 + Penalty 2119.244655 = -6616550.930251 nChanged 53 SP:Iteration 190Q (3002.362847 sec): 3 clusters Score: Raw -6618671.849369 + Penalty 2119.244655 = -6616552.604715 nChanged 60 SP:Iteration 191Q (3002.493987 sec): 3 clusters Score: Raw -6618673.739452 + Penalty 2119.244655 = -6616554.494798 nChanged 55 SP:Iteration 192Q (3002.639097 sec): 3 clusters Score: Raw -6618675.550202 + Penalty 2119.244655 = -6616556.305548 nChanged 53 SP:Iteration 193Q (3002.763050 sec): 3 clusters Score: Raw -6618677.095299 + Penalty 2119.244655 = -6616557.850645 nChanged 50 SP:Iteration 194Q (3002.881179 sec): 3 clusters Score: Raw -6618678.412173 + Penalty 2119.244655 = -6616559.167518 nChanged 39 SP:Iteration 195Q (3003.005186 sec): 3 clusters Score: Raw -6618679.448049 + Penalty 2119.244655 = -6616560.203394 nChanged 43 SP:Iteration 196Q (3003.132485 sec): 3 clusters Score: Raw -6618680.818737 + Penalty 2119.244655 = -6616561.574083 nChanged 44 SP:Iteration 197Q (3003.258570 sec): 3 clusters Score: Raw -6618682.004591 + Penalty 2119.244655 = -6616562.759936 nChanged 40 SP:Iteration 198Q (3003.399639 sec): 3 clusters Score: Raw -6618683.007813 + Penalty 2119.244655 = -6616563.763159 nChanged 45 SP:Iteration 199Q (3003.532086 sec): 3 clusters Score: Raw -6618684.449653 + Penalty 2119.244655 = -6616565.204999 nChanged 54 SP:Iteration 200F (3003.667527 sec): 3 clusters Score: Raw -6618686.314994 + Penalty 2119.244655 = -6616567.070339 nChanged 44 SP:Iteration 201Q (3003.792489 sec): 3 clusters Score: Raw -6618687.612102 + Penalty 2119.244655 = -6616568.367448 nChanged 39 SP:Iteration 202Q (3003.914951 sec): 3 clusters Score: Raw -6618688.452830 + Penalty 2119.244655 = -6616569.208175 nChanged 33 SP:Iteration 203Q (3004.049317 sec): 3 clusters Score: Raw -6618689.078219 + Penalty 2119.244655 = -6616569.833564 nChanged 35 SP:Iteration 204Q (3004.186690 sec): 3 clusters Score: Raw -6618689.982751 + Penalty 2119.244655 = -6616570.738096 nChanged 39 SP:Iteration 205Q (3004.325188 sec): 3 clusters Score: Raw -6618690.958865 + Penalty 2119.244655 = -6616571.714210 nChanged 37 SP:Iteration 206Q (3004.457482 sec): 3 clusters Score: Raw -6618691.898076 + Penalty 2119.244655 = -6616572.653422 nChanged 33 SP:Iteration 207Q (3004.592022 sec): 3 clusters Score: Raw -6618692.720059 + Penalty 2119.244655 = -6616573.475405 nChanged 33 SP:Iteration 208Q (3004.725956 sec): 3 clusters Score: Raw -6618693.503905 + Penalty 2119.244655 = -6616574.259251 nChanged 39 SP:Iteration 209Q (3004.856200 sec): 3 clusters Score: Raw -6618694.587711 + Penalty 2119.244655 = -6616575.343056 nChanged 40 SP:Iteration 210Q (3004.978160 sec): 3 clusters Score: Raw -6618695.756930 + Penalty 2119.244655 = -6616576.512275 nChanged 35 SP:Iteration 211Q (3005.103675 sec): 3 clusters Score: Raw -6618696.767117 + Penalty 2119.244655 = -6616577.522462 nChanged 39 SP:Iteration 212Q (3005.232259 sec): 3 clusters Score: Raw -6618697.837901 + Penalty 2119.244655 = -6616578.593247 nChanged 41 SP:Iteration 213Q (3005.364786 sec): 3 clusters Score: Raw -6618698.965265 + Penalty 2119.244655 = -6616579.720610 nChanged 39 SP:Iteration 214Q (3005.494616 sec): 3 clusters Score: Raw -6618700.111326 + Penalty 2119.244655 = -6616580.866671 nChanged 43 SP:Iteration 215Q (3005.621049 sec): 3 clusters Score: Raw -6618701.105449 + Penalty 2119.244655 = -6616581.860794 nChanged 38 SP:Iteration 216Q (3005.750161 sec): 3 clusters Score: Raw -6618702.141762 + Penalty 2119.244655 = -6616582.897107 nChanged 42 SP:Iteration 217Q (3005.863587 sec): 3 clusters Score: Raw -6618703.225477 + Penalty 2119.244655 = -6616583.980823 nChanged 36 SP:Iteration 218Q (3005.989761 sec): 3 clusters Score: Raw -6618704.076192 + Penalty 2119.244655 = -6616584.831538 nChanged 29 SP:Iteration 219Q (3006.128401 sec): 3 clusters Score: Raw -6618704.786516 + Penalty 2119.244655 = -6616585.541861 nChanged 37 SP:Iteration 220F (3006.239727 sec): 3 clusters Score: Raw -6618705.885545 + Penalty 2119.244655 = -6616586.640890 nChanged 33 SP:Iteration 221Q (3006.336267 sec): 3 clusters Score: Raw -6618706.832318 + Penalty 2119.244655 = -6616587.587663 nChanged 39 SP:Iteration 222Q (3006.462088 sec): 3 clusters Score: Raw -6618707.874534 + Penalty 2119.244655 = -6616588.629879 nChanged 37 SP:Iteration 223Q (3006.596409 sec): 3 clusters Score: Raw -6618709.168118 + Penalty 2119.244655 = -6616589.923464 nChanged 44 SP:Iteration 224Q (3006.728122 sec): 3 clusters Score: Raw -6618710.678766 + Penalty 2119.244655 = -6616591.434112 nChanged 41 SP:Iteration 225Q (3006.851112 sec): 3 clusters Score: Raw -6618711.909860 + Penalty 2119.244655 = -6616592.665205 nChanged 37 SP:Iteration 226Q (3006.976111 sec): 3 clusters Score: Raw -6618713.222397 + Penalty 2119.244655 = -6616593.977743 nChanged 41 SP:Iteration 227Q (3007.105953 sec): 3 clusters Score: Raw -6618714.774514 + Penalty 2119.244655 = -6616595.529860 nChanged 36 SP:Iteration 228Q (3007.234738 sec): 3 clusters Score: Raw -6618715.975797 + Penalty 2119.244655 = -6616596.731142 nChanged 37 SP:Iteration 229Q (3007.361406 sec): 3 clusters Score: Raw -6618716.966395 + Penalty 2119.244655 = -6616597.721740 nChanged 35 SP:Iteration 230Q (3007.486222 sec): 3 clusters Score: Raw -6618717.833986 + Penalty 2119.244655 = -6616598.589332 nChanged 33 SP:Iteration 231Q (3007.582642 sec): 3 clusters Score: Raw -6618718.568590 + Penalty 2119.244655 = -6616599.323936 nChanged 28 SP:Iteration 232Q (3007.710428 sec): 3 clusters Score: Raw -6618719.078399 + Penalty 2119.244655 = -6616599.833744 nChanged 21 SP:Iteration 233Q (3007.849329 sec): 3 clusters Score: Raw -6618719.460443 + Penalty 2119.244655 = -6616600.215789 nChanged 17 SP:Iteration 234Q (3007.973020 sec): 3 clusters Score: Raw -6618719.830433 + Penalty 2119.244655 = -6616600.585778 nChanged 14 SP:Iteration 235Q (3008.077367 sec): 3 clusters Score: Raw -6618720.059355 + Penalty 2119.244655 = -6616600.814700 nChanged 13 SP:Iteration 236Q (3008.200693 sec): 3 clusters Score: Raw -6618720.396784 + Penalty 2119.244655 = -6616601.152129 nChanged 21 SP:Iteration 237Q (3008.336275 sec): 3 clusters Score: Raw -6618720.801931 + Penalty 2119.244655 = -6616601.557276 nChanged 13 SP:Iteration 238Q (3008.469625 sec): 3 clusters Score: Raw -6618720.990647 + Penalty 2119.244655 = -6616601.745992 nChanged 17 SP:Iteration 239Q (3008.599482 sec): 3 clusters Score: Raw -6618721.353256 + Penalty 2119.244655 = -6616602.108602 nChanged 17 SP:Iteration 240F (3008.726950 sec): 3 clusters Score: Raw -6618721.688144 + Penalty 2119.244655 = -6616602.443489 nChanged 12 SP:Iteration 241Q (3008.844155 sec): 3 clusters Score: Raw -6618721.876590 + Penalty 2119.244655 = -6616602.631936 nChanged 6 SP:Iteration 242Q (3008.984253 sec): 3 clusters Score: Raw -6618721.950821 + Penalty 2119.244655 = -6616602.706167 nChanged 8 SP:Iteration 243Q (3009.106366 sec): 3 clusters Score: Raw -6618722.040012 + Penalty 2119.244655 = -6616602.795357 nChanged 5 SP:Iteration 244Q (3009.236869 sec): 3 clusters Score: Raw -6618722.105664 + Penalty 2119.244655 = -6616602.861010 nChanged 5 SP:Iteration 245Q (3009.364730 sec): 3 clusters Score: Raw -6618722.216477 + Penalty 2119.244655 = -6616602.971823 nChanged 4 SP:Iteration 246Q (3009.481639 sec): 3 clusters Score: Raw -6618722.277683 + Penalty 2119.244655 = -6616603.033029 nChanged 7 SP:Iteration 247Q (3009.630855 sec): 3 clusters Score: Raw -6618722.411244 + Penalty 2119.244655 = -6616603.166589 nChanged 9 SP:Iteration 248Q (3009.752061 sec): 3 clusters Score: Raw -6618722.558033 + Penalty 2119.244655 = -6616603.313379 nChanged 9 SP:Iteration 249Q (3009.874353 sec): 3 clusters Score: Raw -6618722.743122 + Penalty 2119.244655 = -6616603.498467 nChanged 9 SP:Iteration 250Q (3009.991685 sec): 3 clusters Score: Raw -6618722.850680 + Penalty 2119.244655 = -6616603.606026 nChanged 1 SP:Iteration 251Q (3010.123702 sec): 3 clusters Score: Raw -6618722.859609 + Penalty 2119.244655 = -6616603.614954 nChanged 3 SP:Iteration 252Q (3010.264502 sec): 3 clusters Score: Raw -6618722.891708 + Penalty 2119.244655 = -6616603.647053 nChanged 3 SP:Iteration 253Q (3010.402494 sec): 3 clusters Score: Raw -6618722.939034 + Penalty 2119.244655 = -6616603.694380 nChanged 2 SP:Iteration 254Q (3010.527309 sec): 3 clusters Score: Raw -6618722.958548 + Penalty 2119.244655 = -6616603.713894 nChanged 1 SP:Iteration 255Q (3010.653209 sec): 3 clusters Score: Raw -6618722.964966 + Penalty 2119.244655 = -6616603.720312 nChanged 1 SP:Iteration 256Q (3010.775827 sec): 3 clusters Score: Raw -6618722.970289 + Penalty 2119.244655 = -6616603.725634 nChanged 2 SP:Iteration 257Q (3010.904766 sec): 3 clusters Score: Raw -6618723.011182 + Penalty 2119.244655 = -6616603.766527 nChanged 5 SP:Iteration 258Q (3011.029680 sec): 3 clusters Score: Raw -6618723.098054 + Penalty 2119.244655 = -6616603.853400 nChanged 2 SP:Iteration 259Q (3011.160424 sec): 3 clusters Score: Raw -6618723.115583 + Penalty 2119.244655 = -6616603.870928 nChanged 4 SP:Iteration 260F (3011.291495 sec): 3 clusters Score: Raw -6618723.149263 + Penalty 2119.244655 = -6616603.904608 nChanged 3 SP:Iteration 261Q (3011.419823 sec): 3 clusters Score: Raw -6618723.184244 + Penalty 2119.244655 = -6616603.939590 nChanged 3 SP:Iteration 262Q (3011.537275 sec): 3 clusters Score: Raw -6618723.204329 + Penalty 2119.244655 = -6616603.959675 nChanged 1 SP:Iteration 263Q (3011.675694 sec): 3 clusters Score: Raw -6618723.219792 + Penalty 2119.244655 = -6616603.975137 nChanged 0 SP:Iteration 264F (3011.805613 sec): 3 clusters Score: Raw -6618723.219792 + Penalty 2119.244655 = -6616603.975137 nChanged 0 Trying to split cluster 11 (253 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3011.824566 sec): 2 clusters Score: Raw -19257.479835 + Penalty 525.672001 = -18731.807833 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3011.867034 sec): 3 clusters Score: Raw -19322.990665 + Penalty 1051.344003 = -18271.646662 nChanged 62 SP:Iteration 1F (3011.918101 sec): 3 clusters Score: Raw -19612.423980 + Penalty 1051.344003 = -18561.079978 nChanged 27 SP:Iteration 2F (3011.966780 sec): 3 clusters Score: Raw -19820.225018 + Penalty 1051.344003 = -18768.881015 nChanged 13 SP:Iteration 3F (3012.012365 sec): 3 clusters Score: Raw -19859.866509 + Penalty 1051.344003 = -18808.522507 nChanged 4 SP:Iteration 4Q (3012.057986 sec): 3 clusters Score: Raw -19876.269072 + Penalty 1051.344003 = -18824.925069 nChanged 2 SP:Iteration 5Q (3012.101938 sec): 3 clusters Score: Raw -19882.495296 + Penalty 1051.344003 = -18831.151293 nChanged 2 SP:Iteration 6Q (3012.135341 sec): 3 clusters Score: Raw -19892.916166 + Penalty 1051.344003 = -18841.572163 nChanged 0 SP:Iteration 7F (3012.183612 sec): 3 clusters Score: Raw -19892.916166 + Penalty 1051.344003 = -18841.572163 nChanged 0 Score: Raw -89568715.444291 + Penalty 55047.896722 = -89513667.547569 Splitting cluster 11 changes total score from -89514337.539844 to -89513667.547569 So it's not getting split. Trying to split cluster 12 (23973 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3031.649411 sec): 2 clusters Score: Raw -2130011.210966 + Penalty 958.044930 = -2129053.166036 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3031.727238 sec): 3 clusters Score: Raw -2115091.826309 + Penalty 1916.089860 = -2113175.736449 nChanged 11109 SP:Iteration 1F (3031.802363 sec): 3 clusters Score: Raw -2121264.202274 + Penalty 1916.089860 = -2119348.112414 nChanged 1271 SP:Iteration 2F (3031.864311 sec): 3 clusters Score: Raw -2121746.382280 + Penalty 1916.089860 = -2119830.292420 nChanged 1337 SP:Iteration 3F (3031.945112 sec): 3 clusters Score: Raw -2122358.966357 + Penalty 1916.089860 = -2120442.876496 nChanged 1515 SP:Iteration 4F (3032.015235 sec): 3 clusters Score: Raw -2123238.101495 + Penalty 1916.089860 = -2121322.011634 nChanged 1777 SP:Iteration 5F (3032.088254 sec): 3 clusters Score: Raw -2124512.774967 + Penalty 1916.089860 = -2122596.685107 nChanged 1883 SP:Iteration 6F (3032.166570 sec): 3 clusters Score: Raw -2126125.050251 + Penalty 1916.089860 = -2124208.960391 nChanged 1778 SP:Iteration 7F (3032.243976 sec): 3 clusters Score: Raw -2127814.784312 + Penalty 1916.089860 = -2125898.694452 nChanged 1279 SP:Iteration 8F (3032.312594 sec): 3 clusters Score: Raw -2129047.712909 + Penalty 1916.089860 = -2127131.623049 nChanged 698 SP:Iteration 9Q (3032.389481 sec): 3 clusters Score: Raw -2129708.204945 + Penalty 1916.089860 = -2127792.115084 nChanged 285 SP:Iteration 10Q (3032.472474 sec): 3 clusters Score: Raw -2129949.855530 + Penalty 1916.089860 = -2128033.765669 nChanged 89 SP:Iteration 11Q (3032.544082 sec): 3 clusters Score: Raw -2130025.787783 + Penalty 1916.089860 = -2128109.697922 nChanged 50 SP:Iteration 12Q (3032.614080 sec): 3 clusters Score: Raw -2130083.441979 + Penalty 1916.089860 = -2128167.352119 nChanged 25 SP:Iteration 13Q (3032.689323 sec): 3 clusters Score: Raw -2130108.377707 + Penalty 1916.089860 = -2128192.287847 nChanged 17 SP:Iteration 14Q (3032.758838 sec): 3 clusters Score: Raw -2130129.034031 + Penalty 1916.089860 = -2128212.944170 nChanged 7 SP:Iteration 15Q (3032.827917 sec): 3 clusters Score: Raw -2130139.199793 + Penalty 1916.089860 = -2128223.109933 nChanged 3 SP:Iteration 16Q (3032.901345 sec): 3 clusters Score: Raw -2130142.300965 + Penalty 1916.089860 = -2128226.211105 nChanged 1 SP:Iteration 17Q (3032.971231 sec): 3 clusters Score: Raw -2130143.554212 + Penalty 1916.089860 = -2128227.464352 nChanged 2 SP:Iteration 18Q (3033.036746 sec): 3 clusters Score: Raw -2130146.890774 + Penalty 1916.089860 = -2128230.800914 nChanged 3 SP:Iteration 19Q (3033.094096 sec): 3 clusters Score: Raw -2130153.876901 + Penalty 1916.089860 = -2128237.787040 nChanged 4 SP:Iteration 20F (3033.167110 sec): 3 clusters Score: Raw -2130158.780544 + Penalty 1916.089860 = -2128242.690684 nChanged 1 SP:Iteration 21Q (3033.241188 sec): 3 clusters Score: Raw -2130159.367507 + Penalty 1916.089860 = -2128243.277647 nChanged 0 SP:Iteration 22F (3033.326582 sec): 3 clusters Score: Raw -2130159.367507 + Penalty 1916.089860 = -2128243.277647 nChanged 0 Trying to split cluster 13 (29755 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3033.383581 sec): 2 clusters Score: Raw -2814732.301124 + Penalty 978.571484 = -2813753.729640 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3033.461229 sec): 3 clusters Score: Raw -2795805.185806 + Penalty 1957.142968 = -2793848.042838 nChanged 13984 SP:Iteration 1F (3033.536367 sec): 3 clusters Score: Raw -2804063.934894 + Penalty 1957.142968 = -2802106.791925 nChanged 1475 SP:Iteration 2Q (3033.621378 sec): 3 clusters Score: Raw -2804700.229993 + Penalty 1957.142968 = -2802743.087025 nChanged 1573 SP:Iteration 3F (3033.703099 sec): 3 clusters Score: Raw -2805495.765036 + Penalty 1957.142968 = -2803538.622068 nChanged 1726 SP:Iteration 4F (3033.790076 sec): 3 clusters Score: Raw -2806598.348010 + Penalty 1957.142968 = -2804641.205042 nChanged 1867 SP:Iteration 5F (3033.865015 sec): 3 clusters Score: Raw -2808068.494794 + Penalty 1957.142968 = -2806111.351826 nChanged 2015 SP:Iteration 6F (3033.953289 sec): 3 clusters Score: Raw -2809694.820961 + Penalty 1957.142968 = -2807737.677993 nChanged 1859 SP:Iteration 7F (3034.040692 sec): 3 clusters Score: Raw -2810998.241731 + Penalty 1957.142968 = -2809041.098763 nChanged 1429 SP:Iteration 8Q (3034.119364 sec): 3 clusters Score: Raw -2811687.893831 + Penalty 1957.142968 = -2809730.750862 nChanged 925 SP:Iteration 9Q (3034.206197 sec): 3 clusters Score: Raw -2812008.420319 + Penalty 1957.142968 = -2810051.277350 nChanged 668 SP:Iteration 10Q (3034.293266 sec): 3 clusters Score: Raw -2812227.610420 + Penalty 1957.142968 = -2810270.467452 nChanged 557 SP:Iteration 11Q (3034.368694 sec): 3 clusters Score: Raw -2812398.656724 + Penalty 1957.142968 = -2810441.513756 nChanged 496 SP:Iteration 12Q (3034.449650 sec): 3 clusters Score: Raw -2812558.375760 + Penalty 1957.142968 = -2810601.232792 nChanged 486 SP:Iteration 13Q (3034.527784 sec): 3 clusters Score: Raw -2812720.457102 + Penalty 1957.142968 = -2810763.314134 nChanged 482 SP:Iteration 14Q (3034.616220 sec): 3 clusters Score: Raw -2812878.363403 + Penalty 1957.142968 = -2810921.220435 nChanged 457 SP:Iteration 15Q (3034.691565 sec): 3 clusters Score: Raw -2813021.906649 + Penalty 1957.142968 = -2811064.763681 nChanged 471 SP:Iteration 16Q (3034.767414 sec): 3 clusters Score: Raw -2813182.022503 + Penalty 1957.142968 = -2811224.879535 nChanged 459 SP:Iteration 17Q (3034.841118 sec): 3 clusters Score: Raw -2813339.435379 + Penalty 1957.142968 = -2811382.292411 nChanged 446 SP:Iteration 18Q (3034.915713 sec): 3 clusters Score: Raw -2813496.793924 + Penalty 1957.142968 = -2811539.650956 nChanged 428 SP:Iteration 19Q (3034.993424 sec): 3 clusters Score: Raw -2813656.346038 + Penalty 1957.142968 = -2811699.203070 nChanged 464 SP:Iteration 20F (3035.076432 sec): 3 clusters Score: Raw -2813856.931772 + Penalty 1957.142968 = -2811899.788804 nChanged 493 SP:Iteration 21Q (3035.155188 sec): 3 clusters Score: Raw -2814123.605547 + Penalty 1957.142968 = -2812166.462579 nChanged 485 SP:Iteration 22Q (3035.229111 sec): 3 clusters Score: Raw -2814421.739383 + Penalty 1957.142968 = -2812464.596415 nChanged 485 SP:Iteration 23Q (3035.310852 sec): 3 clusters Score: Raw -2814662.314523 + Penalty 1957.142968 = -2812705.171555 nChanged 414 SP:Iteration 24Q (3035.383603 sec): 3 clusters Score: Raw -2814827.349962 + Penalty 1957.142968 = -2812870.206993 nChanged 355 SP:Iteration 25Q (3035.471601 sec): 3 clusters Score: Raw -2814937.529945 + Penalty 1957.142968 = -2812980.386977 nChanged 284 SP:Iteration 26Q (3035.545592 sec): 3 clusters Score: Raw -2815009.700172 + Penalty 1957.142968 = -2813052.557203 nChanged 224 SP:Iteration 27Q (3035.640012 sec): 3 clusters Score: Raw -2815060.671746 + Penalty 1957.142968 = -2813103.528778 nChanged 208 SP:Iteration 28Q (3035.727143 sec): 3 clusters Score: Raw -2815103.012650 + Penalty 1957.142968 = -2813145.869682 nChanged 192 SP:Iteration 29Q (3035.802768 sec): 3 clusters Score: Raw -2815140.440759 + Penalty 1957.142968 = -2813183.297791 nChanged 180 SP:Iteration 30Q (3035.890268 sec): 3 clusters Score: Raw -2815173.623350 + Penalty 1957.142968 = -2813216.480382 nChanged 179 SP:Iteration 31Q (3035.982731 sec): 3 clusters Score: Raw -2815205.821740 + Penalty 1957.142968 = -2813248.678772 nChanged 165 SP:Iteration 32Q (3036.067370 sec): 3 clusters Score: Raw -2815233.666955 + Penalty 1957.142968 = -2813276.523987 nChanged 155 SP:Iteration 33Q (3036.143988 sec): 3 clusters Score: Raw -2815257.061547 + Penalty 1957.142968 = -2813299.918579 nChanged 124 SP:Iteration 34Q (3036.232582 sec): 3 clusters Score: Raw -2815273.126073 + Penalty 1957.142968 = -2813315.983105 nChanged 127 SP:Iteration 35Q (3036.309822 sec): 3 clusters Score: Raw -2815288.029190 + Penalty 1957.142968 = -2813330.886222 nChanged 123 SP:Iteration 36Q (3036.388598 sec): 3 clusters Score: Raw -2815302.451714 + Penalty 1957.142968 = -2813345.308746 nChanged 127 SP:Iteration 37Q (3036.477350 sec): 3 clusters Score: Raw -2815319.269012 + Penalty 1957.142968 = -2813362.126044 nChanged 126 SP:Iteration 38Q (3036.567593 sec): 3 clusters Score: Raw -2815336.182240 + Penalty 1957.142968 = -2813379.039272 nChanged 113 SP:Iteration 39Q (3036.646298 sec): 3 clusters Score: Raw -2815349.395022 + Penalty 1957.142968 = -2813392.252054 nChanged 103 SP:Iteration 40F (3036.724841 sec): 3 clusters Score: Raw -2815361.130001 + Penalty 1957.142968 = -2813403.987033 nChanged 105 SP:Iteration 41Q (3036.801511 sec): 3 clusters Score: Raw -2815374.592235 + Penalty 1957.142968 = -2813417.449266 nChanged 96 SP:Iteration 42Q (3036.883733 sec): 3 clusters Score: Raw -2815386.632423 + Penalty 1957.142968 = -2813429.489455 nChanged 86 SP:Iteration 43Q (3036.974264 sec): 3 clusters Score: Raw -2815396.887968 + Penalty 1957.142968 = -2813439.745000 nChanged 85 SP:Iteration 44Q (3037.061411 sec): 3 clusters Score: Raw -2815405.830142 + Penalty 1957.142968 = -2813448.687173 nChanged 74 SP:Iteration 45Q (3037.141926 sec): 3 clusters Score: Raw -2815412.749265 + Penalty 1957.142968 = -2813455.606297 nChanged 70 SP:Iteration 46Q (3037.226119 sec): 3 clusters Score: Raw -2815418.644249 + Penalty 1957.142968 = -2813461.501281 nChanged 51 SP:Iteration 47Q (3037.309485 sec): 3 clusters Score: Raw -2815421.886267 + Penalty 1957.142968 = -2813464.743299 nChanged 40 SP:Iteration 48Q (3037.394021 sec): 3 clusters Score: Raw -2815424.128027 + Penalty 1957.142968 = -2813466.985059 nChanged 46 SP:Iteration 49Q (3037.477040 sec): 3 clusters Score: Raw -2815427.005135 + Penalty 1957.142968 = -2813469.862167 nChanged 53 SP:Iteration 50Q (3037.554410 sec): 3 clusters Score: Raw -2815430.525075 + Penalty 1957.142968 = -2813473.382107 nChanged 61 SP:Iteration 51Q (3037.638728 sec): 3 clusters Score: Raw -2815435.092559 + Penalty 1957.142968 = -2813477.949591 nChanged 43 SP:Iteration 52Q (3037.721341 sec): 3 clusters Score: Raw -2815437.679339 + Penalty 1957.142968 = -2813480.536371 nChanged 38 SP:Iteration 53Q (3037.798664 sec): 3 clusters Score: Raw -2815439.844874 + Penalty 1957.142968 = -2813482.701906 nChanged 38 SP:Iteration 54Q (3037.881820 sec): 3 clusters Score: Raw -2815441.939550 + Penalty 1957.142968 = -2813484.796582 nChanged 40 SP:Iteration 55Q (3037.965558 sec): 3 clusters Score: Raw -2815444.164099 + Penalty 1957.142968 = -2813487.021131 nChanged 41 SP:Iteration 56Q (3038.049016 sec): 3 clusters Score: Raw -2815446.574035 + Penalty 1957.142968 = -2813489.431067 nChanged 40 SP:Iteration 57Q (3038.131910 sec): 3 clusters Score: Raw -2815448.953255 + Penalty 1957.142968 = -2813491.810287 nChanged 39 SP:Iteration 58Q (3038.215062 sec): 3 clusters Score: Raw -2815451.495766 + Penalty 1957.142968 = -2813494.352798 nChanged 42 SP:Iteration 59Q (3038.300761 sec): 3 clusters Score: Raw -2815455.182270 + Penalty 1957.142968 = -2813498.039302 nChanged 50 SP:Iteration 60F (3038.385759 sec): 3 clusters Score: Raw -2815460.179155 + Penalty 1957.142968 = -2813503.036186 nChanged 60 SP:Iteration 61Q (3038.470861 sec): 3 clusters Score: Raw -2815465.981662 + Penalty 1957.142968 = -2813508.838694 nChanged 68 SP:Iteration 62Q (3038.554097 sec): 3 clusters Score: Raw -2815471.897976 + Penalty 1957.142968 = -2813514.755008 nChanged 63 SP:Iteration 63Q (3038.639272 sec): 3 clusters Score: Raw -2815476.523530 + Penalty 1957.142968 = -2813519.380561 nChanged 56 SP:Iteration 64Q (3038.722792 sec): 3 clusters Score: Raw -2815481.319973 + Penalty 1957.142968 = -2813524.177004 nChanged 63 SP:Iteration 65Q (3038.805832 sec): 3 clusters Score: Raw -2815485.902647 + Penalty 1957.142968 = -2813528.759679 nChanged 46 SP:Iteration 66Q (3038.883182 sec): 3 clusters Score: Raw -2815489.640727 + Penalty 1957.142968 = -2813532.497759 nChanged 61 SP:Iteration 67Q (3038.960228 sec): 3 clusters Score: Raw -2815493.634165 + Penalty 1957.142968 = -2813536.491197 nChanged 50 SP:Iteration 68Q (3039.035346 sec): 3 clusters Score: Raw -2815496.843690 + Penalty 1957.142968 = -2813539.700721 nChanged 40 SP:Iteration 69Q (3039.124779 sec): 3 clusters Score: Raw -2815498.934036 + Penalty 1957.142968 = -2813541.791068 nChanged 30 SP:Iteration 70Q (3039.206712 sec): 3 clusters Score: Raw -2815501.050821 + Penalty 1957.142968 = -2813543.907853 nChanged 33 SP:Iteration 71Q (3039.289085 sec): 3 clusters Score: Raw -2815503.566993 + Penalty 1957.142968 = -2813546.424025 nChanged 36 SP:Iteration 72Q (3039.371806 sec): 3 clusters Score: Raw -2815505.703053 + Penalty 1957.142968 = -2813548.560085 nChanged 23 SP:Iteration 73Q (3039.444617 sec): 3 clusters Score: Raw -2815506.877593 + Penalty 1957.142968 = -2813549.734624 nChanged 26 SP:Iteration 74Q (3039.517481 sec): 3 clusters Score: Raw -2815508.026916 + Penalty 1957.142968 = -2813550.883947 nChanged 17 SP:Iteration 75Q (3039.597538 sec): 3 clusters Score: Raw -2815508.816798 + Penalty 1957.142968 = -2813551.673830 nChanged 15 SP:Iteration 76Q (3039.683485 sec): 3 clusters Score: Raw -2815509.596286 + Penalty 1957.142968 = -2813552.453318 nChanged 13 SP:Iteration 77Q (3039.763365 sec): 3 clusters Score: Raw -2815510.159304 + Penalty 1957.142968 = -2813553.016335 nChanged 9 SP:Iteration 78Q (3039.845172 sec): 3 clusters Score: Raw -2815510.546488 + Penalty 1957.142968 = -2813553.403520 nChanged 16 SP:Iteration 79Q (3039.925852 sec): 3 clusters Score: Raw -2815511.008748 + Penalty 1957.142968 = -2813553.865779 nChanged 10 SP:Iteration 80F (3040.009834 sec): 3 clusters Score: Raw -2815511.216955 + Penalty 1957.142968 = -2813554.073987 nChanged 2 SP:Iteration 81Q (3040.091459 sec): 3 clusters Score: Raw -2815511.292339 + Penalty 1957.142968 = -2813554.149371 nChanged 4 SP:Iteration 82Q (3040.172174 sec): 3 clusters Score: Raw -2815511.511140 + Penalty 1957.142968 = -2813554.368172 nChanged 8 SP:Iteration 83Q (3040.253028 sec): 3 clusters Score: Raw -2815511.798362 + Penalty 1957.142968 = -2813554.655394 nChanged 5 SP:Iteration 84Q (3040.319777 sec): 3 clusters Score: Raw -2815511.897970 + Penalty 1957.142968 = -2813554.755001 nChanged 4 SP:Iteration 85Q (3040.403313 sec): 3 clusters Score: Raw -2815511.980456 + Penalty 1957.142968 = -2813554.837488 nChanged 4 SP:Iteration 86Q (3040.466684 sec): 3 clusters Score: Raw -2815512.138360 + Penalty 1957.142968 = -2813554.995392 nChanged 7 SP:Iteration 87Q (3040.544158 sec): 3 clusters Score: Raw -2815512.358928 + Penalty 1957.142968 = -2813555.215960 nChanged 7 SP:Iteration 88Q (3040.620773 sec): 3 clusters Score: Raw -2815512.619260 + Penalty 1957.142968 = -2813555.476292 nChanged 7 SP:Iteration 89Q (3040.698575 sec): 3 clusters Score: Raw -2815512.874207 + Penalty 1957.142968 = -2813555.731239 nChanged 4 SP:Iteration 90Q (3040.779857 sec): 3 clusters Score: Raw -2815513.010064 + Penalty 1957.142968 = -2813555.867096 nChanged 4 SP:Iteration 91Q (3040.860171 sec): 3 clusters Score: Raw -2815513.144993 + Penalty 1957.142968 = -2813556.002025 nChanged 3 SP:Iteration 92Q (3040.918206 sec): 3 clusters Score: Raw -2815513.226484 + Penalty 1957.142968 = -2813556.083516 nChanged 5 SP:Iteration 93Q (3041.000557 sec): 3 clusters Score: Raw -2815513.360161 + Penalty 1957.142968 = -2813556.217192 nChanged 7 SP:Iteration 94Q (3041.074804 sec): 3 clusters Score: Raw -2815513.600005 + Penalty 1957.142968 = -2813556.457037 nChanged 8 SP:Iteration 95Q (3041.147214 sec): 3 clusters Score: Raw -2815513.816780 + Penalty 1957.142968 = -2813556.673812 nChanged 11 SP:Iteration 96Q (3041.233790 sec): 3 clusters Score: Raw -2815514.219661 + Penalty 1957.142968 = -2813557.076693 nChanged 13 SP:Iteration 97Q (3041.315946 sec): 3 clusters Score: Raw -2815514.951816 + Penalty 1957.142968 = -2813557.808848 nChanged 12 SP:Iteration 98Q (3041.385310 sec): 3 clusters Score: Raw -2815515.638949 + Penalty 1957.142968 = -2813558.495981 nChanged 15 SP:Iteration 99Q (3041.466211 sec): 3 clusters Score: Raw -2815516.160861 + Penalty 1957.142968 = -2813559.017893 nChanged 12 SP:Iteration 100F (3041.544912 sec): 3 clusters Score: Raw -2815516.799653 + Penalty 1957.142968 = -2813559.656685 nChanged 18 SP:Iteration 101Q (3041.615767 sec): 3 clusters Score: Raw -2815517.663357 + Penalty 1957.142968 = -2813560.520389 nChanged 20 SP:Iteration 102Q (3041.689503 sec): 3 clusters Score: Raw -2815518.747087 + Penalty 1957.142968 = -2813561.604119 nChanged 32 SP:Iteration 103Q (3041.766507 sec): 3 clusters Score: Raw -2815520.818049 + Penalty 1957.142968 = -2813563.675080 nChanged 24 SP:Iteration 104Q (3041.845846 sec): 3 clusters Score: Raw -2815522.018001 + Penalty 1957.142968 = -2813564.875033 nChanged 20 SP:Iteration 105Q (3041.921550 sec): 3 clusters Score: Raw -2815522.722724 + Penalty 1957.142968 = -2813565.579756 nChanged 14 SP:Iteration 106Q (3041.992258 sec): 3 clusters Score: Raw -2815523.311283 + Penalty 1957.142968 = -2813566.168314 nChanged 15 SP:Iteration 107Q (3042.068675 sec): 3 clusters Score: Raw -2815524.153402 + Penalty 1957.142968 = -2813567.010433 nChanged 18 SP:Iteration 108Q (3042.142942 sec): 3 clusters Score: Raw -2815524.912827 + Penalty 1957.142968 = -2813567.769858 nChanged 11 SP:Iteration 109Q (3042.222692 sec): 3 clusters Score: Raw -2815525.267813 + Penalty 1957.142968 = -2813568.124845 nChanged 12 SP:Iteration 110Q (3042.301854 sec): 3 clusters Score: Raw -2815525.776646 + Penalty 1957.142968 = -2813568.633678 nChanged 12 SP:Iteration 111Q (3042.386633 sec): 3 clusters Score: Raw -2815526.139409 + Penalty 1957.142968 = -2813568.996441 nChanged 17 SP:Iteration 112Q (3042.471210 sec): 3 clusters Score: Raw -2815526.970809 + Penalty 1957.142968 = -2813569.827841 nChanged 19 SP:Iteration 113Q (3042.554199 sec): 3 clusters Score: Raw -2815527.852464 + Penalty 1957.142968 = -2813570.709496 nChanged 17 SP:Iteration 114Q (3042.638061 sec): 3 clusters Score: Raw -2815528.608868 + Penalty 1957.142968 = -2813571.465899 nChanged 11 SP:Iteration 115Q (3042.717356 sec): 3 clusters Score: Raw -2815528.979138 + Penalty 1957.142968 = -2813571.836170 nChanged 6 SP:Iteration 116Q (3042.791980 sec): 3 clusters Score: Raw -2815529.155755 + Penalty 1957.142968 = -2813572.012787 nChanged 3 SP:Iteration 117Q (3042.882739 sec): 3 clusters Score: Raw -2815529.254286 + Penalty 1957.142968 = -2813572.111318 nChanged 4 SP:Iteration 118Q (3042.962255 sec): 3 clusters Score: Raw -2815529.355511 + Penalty 1957.142968 = -2813572.212542 nChanged 4 SP:Iteration 119Q (3043.037267 sec): 3 clusters Score: Raw -2815529.447588 + Penalty 1957.142968 = -2813572.304620 nChanged 2 SP:Iteration 120F (3043.127144 sec): 3 clusters Score: Raw -2815529.557168 + Penalty 1957.142968 = -2813572.414200 nChanged 5 SP:Iteration 121Q (3043.204199 sec): 3 clusters Score: Raw -2815529.698001 + Penalty 1957.142968 = -2813572.555033 nChanged 4 SP:Iteration 122Q (3043.285968 sec): 3 clusters Score: Raw -2815529.778699 + Penalty 1957.142968 = -2813572.635730 nChanged 1 SP:Iteration 123Q (3043.355106 sec): 3 clusters Score: Raw -2815529.789433 + Penalty 1957.142968 = -2813572.646464 nChanged 0 SP:Iteration 124F (3043.441161 sec): 3 clusters Score: Raw -2815529.789433 + Penalty 1957.142968 = -2813572.646464 nChanged 0 Trying to split cluster 14 (6216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3043.472654 sec): 2 clusters Score: Raw -556184.120589 + Penalty 829.813780 = -555354.306809 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3043.520837 sec): 3 clusters Score: Raw -552653.344507 + Penalty 1659.627559 = -550993.716947 nChanged 2752 SP:Iteration 1F (3043.583756 sec): 3 clusters Score: Raw -554267.201912 + Penalty 1659.627559 = -552607.574352 nChanged 418 SP:Iteration 2F (3043.634325 sec): 3 clusters Score: Raw -554512.367577 + Penalty 1659.627559 = -552852.740018 nChanged 396 SP:Iteration 3F (3043.678628 sec): 3 clusters Score: Raw -554768.169279 + Penalty 1659.627559 = -553108.541719 nChanged 312 SP:Iteration 4F (3043.721939 sec): 3 clusters Score: Raw -554956.865842 + Penalty 1659.627559 = -553297.238282 nChanged 301 SP:Iteration 5Q (3043.776236 sec): 3 clusters Score: Raw -555132.853162 + Penalty 1659.627559 = -553473.225602 nChanged 263 SP:Iteration 6Q (3043.824058 sec): 3 clusters Score: Raw -555265.081975 + Penalty 1659.627559 = -553605.454416 nChanged 212 SP:Iteration 7Q (3043.887415 sec): 3 clusters Score: Raw -555362.086422 + Penalty 1659.627559 = -553702.458863 nChanged 166 SP:Iteration 8Q (3043.941859 sec): 3 clusters Score: Raw -555448.149050 + Penalty 1659.627559 = -553788.521491 nChanged 155 SP:Iteration 9Q (3043.997422 sec): 3 clusters Score: Raw -555545.345689 + Penalty 1659.627559 = -553885.718129 nChanged 139 SP:Iteration 10Q (3044.042189 sec): 3 clusters Score: Raw -555616.447206 + Penalty 1659.627559 = -553956.819646 nChanged 108 SP:Iteration 11Q (3044.108918 sec): 3 clusters Score: Raw -555665.161801 + Penalty 1659.627559 = -554005.534242 nChanged 81 SP:Iteration 12Q (3044.162040 sec): 3 clusters Score: Raw -555700.098566 + Penalty 1659.627559 = -554040.471006 nChanged 85 SP:Iteration 13Q (3044.221877 sec): 3 clusters Score: Raw -555739.367126 + Penalty 1659.627559 = -554079.739567 nChanged 79 SP:Iteration 14Q (3044.276667 sec): 3 clusters Score: Raw -555768.673253 + Penalty 1659.627559 = -554109.045693 nChanged 67 SP:Iteration 15Q (3044.320101 sec): 3 clusters Score: Raw -555793.450421 + Penalty 1659.627559 = -554133.822862 nChanged 57 SP:Iteration 16Q (3044.378908 sec): 3 clusters Score: Raw -555813.821687 + Penalty 1659.627559 = -554154.194127 nChanged 55 SP:Iteration 17Q (3044.427577 sec): 3 clusters Score: Raw -555833.271346 + Penalty 1659.627559 = -554173.643787 nChanged 55 SP:Iteration 18Q (3044.478418 sec): 3 clusters Score: Raw -555852.136480 + Penalty 1659.627559 = -554192.508921 nChanged 54 SP:Iteration 19Q (3044.540462 sec): 3 clusters Score: Raw -555869.559042 + Penalty 1659.627559 = -554209.931483 nChanged 59 SP:Iteration 20F (3044.597148 sec): 3 clusters Score: Raw -555894.600415 + Penalty 1659.627559 = -554234.972856 nChanged 75 SP:Iteration 21Q (3044.652890 sec): 3 clusters Score: Raw -555926.683585 + Penalty 1659.627559 = -554267.056026 nChanged 74 SP:Iteration 22Q (3044.701389 sec): 3 clusters Score: Raw -555957.991947 + Penalty 1659.627559 = -554298.364388 nChanged 76 SP:Iteration 23Q (3044.760913 sec): 3 clusters Score: Raw -555990.633291 + Penalty 1659.627559 = -554331.005732 nChanged 64 SP:Iteration 24Q (3044.810900 sec): 3 clusters Score: Raw -556018.193578 + Penalty 1659.627559 = -554358.566018 nChanged 63 SP:Iteration 25Q (3044.855889 sec): 3 clusters Score: Raw -556044.462672 + Penalty 1659.627559 = -554384.835112 nChanged 48 SP:Iteration 26Q (3044.911204 sec): 3 clusters Score: Raw -556063.064765 + Penalty 1659.627559 = -554403.437206 nChanged 47 SP:Iteration 27Q (3044.976526 sec): 3 clusters Score: Raw -556078.501265 + Penalty 1659.627559 = -554418.873706 nChanged 30 SP:Iteration 28Q (3045.031550 sec): 3 clusters Score: Raw -556088.385009 + Penalty 1659.627559 = -554428.757450 nChanged 23 SP:Iteration 29Q (3045.074160 sec): 3 clusters Score: Raw -556098.661528 + Penalty 1659.627559 = -554439.033969 nChanged 30 SP:Iteration 30Q (3045.139230 sec): 3 clusters Score: Raw -556111.493623 + Penalty 1659.627559 = -554451.866064 nChanged 25 SP:Iteration 31Q (3045.176432 sec): 3 clusters Score: Raw -556125.009893 + Penalty 1659.627559 = -554465.382333 nChanged 38 SP:Iteration 32Q (3045.226759 sec): 3 clusters Score: Raw -556142.769885 + Penalty 1659.627559 = -554483.142325 nChanged 37 SP:Iteration 33Q (3045.283149 sec): 3 clusters Score: Raw -556158.703070 + Penalty 1659.627559 = -554499.075510 nChanged 35 SP:Iteration 34Q (3045.338625 sec): 3 clusters Score: Raw -556174.518054 + Penalty 1659.627559 = -554514.890494 nChanged 32 SP:Iteration 35Q (3045.398004 sec): 3 clusters Score: Raw -556193.525180 + Penalty 1659.627559 = -554533.897620 nChanged 34 SP:Iteration 36Q (3045.454716 sec): 3 clusters Score: Raw -556210.995068 + Penalty 1659.627559 = -554551.367508 nChanged 29 SP:Iteration 37Q (3045.505974 sec): 3 clusters Score: Raw -556226.384771 + Penalty 1659.627559 = -554566.757211 nChanged 25 SP:Iteration 38Q (3045.546877 sec): 3 clusters Score: Raw -556244.500519 + Penalty 1659.627559 = -554584.872960 nChanged 28 SP:Iteration 39Q (3045.606933 sec): 3 clusters Score: Raw -556261.034357 + Penalty 1659.627559 = -554601.406797 nChanged 22 SP:Iteration 40F (3045.661655 sec): 3 clusters Score: Raw -556277.055143 + Penalty 1659.627559 = -554617.427583 nChanged 23 SP:Iteration 41Q (3045.712235 sec): 3 clusters Score: Raw -556293.431045 + Penalty 1659.627559 = -554633.803485 nChanged 20 SP:Iteration 42Q (3045.763400 sec): 3 clusters Score: Raw -556302.951060 + Penalty 1659.627559 = -554643.323501 nChanged 12 SP:Iteration 43Q (3045.812921 sec): 3 clusters Score: Raw -556310.279194 + Penalty 1659.627559 = -554650.651634 nChanged 12 SP:Iteration 44Q (3045.857416 sec): 3 clusters Score: Raw -556316.780141 + Penalty 1659.627559 = -554657.152581 nChanged 13 SP:Iteration 45Q (3045.920383 sec): 3 clusters Score: Raw -556326.498959 + Penalty 1659.627559 = -554666.871400 nChanged 6 SP:Iteration 46Q (3045.963894 sec): 3 clusters Score: Raw -556330.534341 + Penalty 1659.627559 = -554670.906781 nChanged 7 SP:Iteration 47Q (3046.028431 sec): 3 clusters Score: Raw -556334.665326 + Penalty 1659.627559 = -554675.037766 nChanged 4 SP:Iteration 48Q (3046.085365 sec): 3 clusters Score: Raw -556337.955887 + Penalty 1659.627559 = -554678.328328 nChanged 3 SP:Iteration 49Q (3046.139459 sec): 3 clusters Score: Raw -556338.448723 + Penalty 1659.627559 = -554678.821163 nChanged 3 SP:Iteration 50Q (3046.183260 sec): 3 clusters Score: Raw -556340.029960 + Penalty 1659.627559 = -554680.402400 nChanged 4 SP:Iteration 51Q (3046.244997 sec): 3 clusters Score: Raw -556341.918366 + Penalty 1659.627559 = -554682.290807 nChanged 2 SP:Iteration 52Q (3046.296680 sec): 3 clusters Score: Raw -556344.210409 + Penalty 1659.627559 = -554684.582850 nChanged 4 SP:Iteration 53Q (3046.335073 sec): 3 clusters Score: Raw -556347.931769 + Penalty 1659.627559 = -554688.304210 nChanged 2 SP:Iteration 54Q (3046.393689 sec): 3 clusters Score: Raw -556349.254518 + Penalty 1659.627559 = -554689.626958 nChanged 2 SP:Iteration 55Q (3046.447533 sec): 3 clusters Score: Raw -556353.264134 + Penalty 1659.627559 = -554693.636575 nChanged 3 SP:Iteration 56Q (3046.487207 sec): 3 clusters Score: Raw -556355.731602 + Penalty 1659.627559 = -554696.104043 nChanged 3 SP:Iteration 57Q (3046.541560 sec): 3 clusters Score: Raw -556357.639092 + Penalty 1659.627559 = -554698.011532 nChanged 2 SP:Iteration 58Q (3046.591544 sec): 3 clusters Score: Raw -556358.236398 + Penalty 1659.627559 = -554698.608838 nChanged 0 SP:Iteration 59F (3046.644206 sec): 3 clusters Score: Raw -556358.236398 + Penalty 1659.627559 = -554698.608838 nChanged 0 Trying to split cluster 15 (2641 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3046.671662 sec): 2 clusters Score: Raw -241935.190171 + Penalty 748.496727 = -241186.693444 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3046.723885 sec): 3 clusters Score: Raw -240564.065689 + Penalty 1496.993453 = -239067.072235 nChanged 1072 SP:Iteration 1F (3046.765976 sec): 3 clusters Score: Raw -241208.065420 + Penalty 1496.993453 = -239711.071967 nChanged 239 SP:Iteration 2F (3046.811489 sec): 3 clusters Score: Raw -241390.469969 + Penalty 1496.993453 = -239893.476516 nChanged 168 SP:Iteration 3F (3046.865353 sec): 3 clusters Score: Raw -241513.581222 + Penalty 1496.993453 = -240016.587768 nChanged 135 SP:Iteration 4F (3046.915597 sec): 3 clusters Score: Raw -241604.677404 + Penalty 1496.993453 = -240107.683950 nChanged 122 SP:Iteration 5Q (3046.963469 sec): 3 clusters Score: Raw -241689.401056 + Penalty 1496.993453 = -240192.407603 nChanged 108 SP:Iteration 6Q (3047.007397 sec): 3 clusters Score: Raw -241756.527861 + Penalty 1496.993453 = -240259.534408 nChanged 96 SP:Iteration 7Q (3047.057471 sec): 3 clusters Score: Raw -241815.423242 + Penalty 1496.993453 = -240318.429789 nChanged 75 SP:Iteration 8Q (3047.105751 sec): 3 clusters Score: Raw -241865.819415 + Penalty 1496.993453 = -240368.825962 nChanged 63 SP:Iteration 9Q (3047.156081 sec): 3 clusters Score: Raw -241907.628163 + Penalty 1496.993453 = -240410.634709 nChanged 49 SP:Iteration 10Q (3047.195129 sec): 3 clusters Score: Raw -241941.829753 + Penalty 1496.993453 = -240444.836300 nChanged 43 SP:Iteration 11Q (3047.253835 sec): 3 clusters Score: Raw -241971.392065 + Penalty 1496.993453 = -240474.398611 nChanged 42 SP:Iteration 12Q (3047.300111 sec): 3 clusters Score: Raw -242005.713919 + Penalty 1496.993453 = -240508.720466 nChanged 37 SP:Iteration 13Q (3047.339067 sec): 3 clusters Score: Raw -242031.141613 + Penalty 1496.993453 = -240534.148160 nChanged 24 SP:Iteration 14Q (3047.389668 sec): 3 clusters Score: Raw -242044.916862 + Penalty 1496.993453 = -240547.923409 nChanged 20 SP:Iteration 15Q (3047.443530 sec): 3 clusters Score: Raw -242058.571975 + Penalty 1496.993453 = -240561.578522 nChanged 27 SP:Iteration 16Q (3047.492375 sec): 3 clusters Score: Raw -242079.342039 + Penalty 1496.993453 = -240582.348586 nChanged 32 SP:Iteration 17Q (3047.540623 sec): 3 clusters Score: Raw -242098.663227 + Penalty 1496.993453 = -240601.669774 nChanged 29 SP:Iteration 18Q (3047.587347 sec): 3 clusters Score: Raw -242114.746101 + Penalty 1496.993453 = -240617.752647 nChanged 19 SP:Iteration 19Q (3047.623260 sec): 3 clusters Score: Raw -242126.494354 + Penalty 1496.993453 = -240629.500901 nChanged 17 SP:Iteration 20F (3047.669742 sec): 3 clusters Score: Raw -242135.444568 + Penalty 1496.993453 = -240638.451115 nChanged 15 SP:Iteration 21Q (3047.724472 sec): 3 clusters Score: Raw -242141.693690 + Penalty 1496.993453 = -240644.700236 nChanged 9 SP:Iteration 22Q (3047.757781 sec): 3 clusters Score: Raw -242146.041176 + Penalty 1496.993453 = -240649.047723 nChanged 7 SP:Iteration 23Q (3047.804640 sec): 3 clusters Score: Raw -242148.808440 + Penalty 1496.993453 = -240651.814987 nChanged 5 SP:Iteration 24Q (3047.849309 sec): 3 clusters Score: Raw -242150.657430 + Penalty 1496.993453 = -240653.663976 nChanged 3 SP:Iteration 25Q (3047.892431 sec): 3 clusters Score: Raw -242151.513332 + Penalty 1496.993453 = -240654.519878 nChanged 2 SP:Iteration 26Q (3047.922273 sec): 3 clusters Score: Raw -242152.044745 + Penalty 1496.993453 = -240655.051292 nChanged 0 SP:Iteration 27F (3047.968812 sec): 3 clusters Score: Raw -242152.044745 + Penalty 1496.993453 = -240655.051292 nChanged 0 Trying to split cluster 16 (17481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3048.014703 sec): 2 clusters Score: Raw -1600253.657803 + Penalty 928.042636 = -1599325.615167 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3048.077335 sec): 3 clusters Score: Raw -1589486.648509 + Penalty 1856.085273 = -1587630.563236 nChanged 7957 SP:Iteration 1F (3048.148119 sec): 3 clusters Score: Raw -1594047.367624 + Penalty 1856.085273 = -1592191.282351 nChanged 912 SP:Iteration 2F (3048.209989 sec): 3 clusters Score: Raw -1594421.309887 + Penalty 1856.085273 = -1592565.224615 nChanged 889 SP:Iteration 3F (3048.285860 sec): 3 clusters Score: Raw -1594839.995475 + Penalty 1856.085273 = -1592983.910203 nChanged 922 SP:Iteration 4F (3048.345672 sec): 3 clusters Score: Raw -1595359.435973 + Penalty 1856.085273 = -1593503.350701 nChanged 1038 SP:Iteration 5F (3048.415345 sec): 3 clusters Score: Raw -1596007.120410 + Penalty 1856.085273 = -1594151.035138 nChanged 1036 SP:Iteration 6F (3048.485596 sec): 3 clusters Score: Raw -1596686.751026 + Penalty 1856.085273 = -1594830.665753 nChanged 928 SP:Iteration 7F (3048.542793 sec): 3 clusters Score: Raw -1597284.924076 + Penalty 1856.085273 = -1595428.838804 nChanged 830 SP:Iteration 8Q (3048.620785 sec): 3 clusters Score: Raw -1597737.842594 + Penalty 1856.085273 = -1595881.757322 nChanged 652 SP:Iteration 9Q (3048.670828 sec): 3 clusters Score: Raw -1598005.392354 + Penalty 1856.085273 = -1596149.307082 nChanged 494 SP:Iteration 10Q (3048.735772 sec): 3 clusters Score: Raw -1598156.491225 + Penalty 1856.085273 = -1596300.405952 nChanged 344 SP:Iteration 11Q (3048.805131 sec): 3 clusters Score: Raw -1598233.483688 + Penalty 1856.085273 = -1596377.398416 nChanged 238 SP:Iteration 12Q (3048.857021 sec): 3 clusters Score: Raw -1598276.939704 + Penalty 1856.085273 = -1596420.854431 nChanged 181 SP:Iteration 13Q (3048.923127 sec): 3 clusters Score: Raw -1598307.002343 + Penalty 1856.085273 = -1596450.917070 nChanged 145 SP:Iteration 14Q (3048.992472 sec): 3 clusters Score: Raw -1598327.403665 + Penalty 1856.085273 = -1596471.318393 nChanged 116 SP:Iteration 15Q (3049.053829 sec): 3 clusters Score: Raw -1598342.763616 + Penalty 1856.085273 = -1596486.678343 nChanged 105 SP:Iteration 16Q (3049.131612 sec): 3 clusters Score: Raw -1598355.182066 + Penalty 1856.085273 = -1596499.096793 nChanged 93 SP:Iteration 17Q (3049.197875 sec): 3 clusters Score: Raw -1598365.677744 + Penalty 1856.085273 = -1596509.592471 nChanged 87 SP:Iteration 18Q (3049.254340 sec): 3 clusters Score: Raw -1598376.766147 + Penalty 1856.085273 = -1596520.680874 nChanged 87 SP:Iteration 19Q (3049.321956 sec): 3 clusters Score: Raw -1598389.477225 + Penalty 1856.085273 = -1596533.391952 nChanged 76 SP:Iteration 20F (3049.392285 sec): 3 clusters Score: Raw -1598398.347422 + Penalty 1856.085273 = -1596542.262149 nChanged 73 SP:Iteration 21Q (3049.453503 sec): 3 clusters Score: Raw -1598406.875495 + Penalty 1856.085273 = -1596550.790223 nChanged 69 SP:Iteration 22Q (3049.517781 sec): 3 clusters Score: Raw -1598413.447687 + Penalty 1856.085273 = -1596557.362415 nChanged 55 SP:Iteration 23Q (3049.570787 sec): 3 clusters Score: Raw -1598420.078331 + Penalty 1856.085273 = -1596563.993058 nChanged 65 SP:Iteration 24Q (3049.646847 sec): 3 clusters Score: Raw -1598428.743333 + Penalty 1856.085273 = -1596572.658060 nChanged 82 SP:Iteration 25Q (3049.710177 sec): 3 clusters Score: Raw -1598438.504199 + Penalty 1856.085273 = -1596582.418927 nChanged 79 SP:Iteration 26Q (3049.772454 sec): 3 clusters Score: Raw -1598447.758004 + Penalty 1856.085273 = -1596591.672731 nChanged 56 SP:Iteration 27Q (3049.849381 sec): 3 clusters Score: Raw -1598453.994294 + Penalty 1856.085273 = -1596597.909022 nChanged 45 SP:Iteration 28Q (3049.911256 sec): 3 clusters Score: Raw -1598457.297365 + Penalty 1856.085273 = -1596601.212092 nChanged 46 SP:Iteration 29Q (3049.987912 sec): 3 clusters Score: Raw -1598460.660477 + Penalty 1856.085273 = -1596604.575205 nChanged 29 SP:Iteration 30Q (3050.046065 sec): 3 clusters Score: Raw -1598462.447322 + Penalty 1856.085273 = -1596606.362049 nChanged 36 SP:Iteration 31Q (3050.108126 sec): 3 clusters Score: Raw -1598465.975573 + Penalty 1856.085273 = -1596609.890300 nChanged 48 SP:Iteration 32Q (3050.190032 sec): 3 clusters Score: Raw -1598469.346165 + Penalty 1856.085273 = -1596613.260892 nChanged 39 SP:Iteration 33Q (3050.251093 sec): 3 clusters Score: Raw -1598472.421822 + Penalty 1856.085273 = -1596616.336550 nChanged 31 SP:Iteration 34Q (3050.330273 sec): 3 clusters Score: Raw -1598474.860360 + Penalty 1856.085273 = -1596618.775087 nChanged 34 SP:Iteration 35Q (3050.395217 sec): 3 clusters Score: Raw -1598477.829860 + Penalty 1856.085273 = -1596621.744587 nChanged 31 SP:Iteration 36Q (3050.451441 sec): 3 clusters Score: Raw -1598480.601531 + Penalty 1856.085273 = -1596624.516259 nChanged 28 SP:Iteration 37Q (3050.516662 sec): 3 clusters Score: Raw -1598482.918158 + Penalty 1856.085273 = -1596626.832885 nChanged 40 SP:Iteration 38Q (3050.588643 sec): 3 clusters Score: Raw -1598485.882754 + Penalty 1856.085273 = -1596629.797482 nChanged 35 SP:Iteration 39Q (3050.650019 sec): 3 clusters Score: Raw -1598487.963534 + Penalty 1856.085273 = -1596631.878262 nChanged 32 SP:Iteration 40F (3050.727891 sec): 3 clusters Score: Raw -1598490.272003 + Penalty 1856.085273 = -1596634.186730 nChanged 31 SP:Iteration 41Q (3050.790122 sec): 3 clusters Score: Raw -1598492.848760 + Penalty 1856.085273 = -1596636.763488 nChanged 37 SP:Iteration 42Q (3050.860823 sec): 3 clusters Score: Raw -1598495.837481 + Penalty 1856.085273 = -1596639.752208 nChanged 36 SP:Iteration 43Q (3050.940189 sec): 3 clusters Score: Raw -1598499.843955 + Penalty 1856.085273 = -1596643.758683 nChanged 42 SP:Iteration 44Q (3051.001221 sec): 3 clusters Score: Raw -1598503.865471 + Penalty 1856.085273 = -1596647.780199 nChanged 42 SP:Iteration 45Q (3051.084146 sec): 3 clusters Score: Raw -1598507.742517 + Penalty 1856.085273 = -1596651.657245 nChanged 45 SP:Iteration 46Q (3051.144500 sec): 3 clusters Score: Raw -1598511.417829 + Penalty 1856.085273 = -1596655.332556 nChanged 37 SP:Iteration 47Q (3051.228079 sec): 3 clusters Score: Raw -1598513.699643 + Penalty 1856.085273 = -1596657.614370 nChanged 31 SP:Iteration 48Q (3051.286804 sec): 3 clusters Score: Raw -1598515.332280 + Penalty 1856.085273 = -1596659.247007 nChanged 21 SP:Iteration 49Q (3051.363050 sec): 3 clusters Score: Raw -1598516.323854 + Penalty 1856.085273 = -1596660.238581 nChanged 21 SP:Iteration 50Q (3051.435147 sec): 3 clusters Score: Raw -1598517.545008 + Penalty 1856.085273 = -1596661.459736 nChanged 19 SP:Iteration 51Q (3051.505781 sec): 3 clusters Score: Raw -1598518.930977 + Penalty 1856.085273 = -1596662.845705 nChanged 20 SP:Iteration 52Q (3051.576636 sec): 3 clusters Score: Raw -1598520.080242 + Penalty 1856.085273 = -1596663.994969 nChanged 26 SP:Iteration 53Q (3051.642856 sec): 3 clusters Score: Raw -1598521.545993 + Penalty 1856.085273 = -1596665.460720 nChanged 21 SP:Iteration 54Q (3051.712902 sec): 3 clusters Score: Raw -1598522.590839 + Penalty 1856.085273 = -1596666.505567 nChanged 14 SP:Iteration 55Q (3051.788525 sec): 3 clusters Score: Raw -1598523.447354 + Penalty 1856.085273 = -1596667.362082 nChanged 19 SP:Iteration 56Q (3051.864946 sec): 3 clusters Score: Raw -1598524.723926 + Penalty 1856.085273 = -1596668.638654 nChanged 22 SP:Iteration 57Q (3051.935045 sec): 3 clusters Score: Raw -1598526.127845 + Penalty 1856.085273 = -1596670.042572 nChanged 25 SP:Iteration 58Q (3051.996520 sec): 3 clusters Score: Raw -1598527.647773 + Penalty 1856.085273 = -1596671.562500 nChanged 24 SP:Iteration 59Q (3052.061250 sec): 3 clusters Score: Raw -1598529.000566 + Penalty 1856.085273 = -1596672.915294 nChanged 24 SP:Iteration 60F (3052.131712 sec): 3 clusters Score: Raw -1598530.661849 + Penalty 1856.085273 = -1596674.576576 nChanged 24 SP:Iteration 61Q (3052.202549 sec): 3 clusters Score: Raw -1598532.130866 + Penalty 1856.085273 = -1596676.045593 nChanged 29 SP:Iteration 62Q (3052.273722 sec): 3 clusters Score: Raw -1598533.917789 + Penalty 1856.085273 = -1596677.832516 nChanged 35 SP:Iteration 63Q (3052.348971 sec): 3 clusters Score: Raw -1598537.076970 + Penalty 1856.085273 = -1596680.991697 nChanged 41 SP:Iteration 64Q (3052.411412 sec): 3 clusters Score: Raw -1598540.685876 + Penalty 1856.085273 = -1596684.600603 nChanged 47 SP:Iteration 65Q (3052.465682 sec): 3 clusters Score: Raw -1598545.826736 + Penalty 1856.085273 = -1596689.741463 nChanged 49 SP:Iteration 66Q (3052.529523 sec): 3 clusters Score: Raw -1598551.759160 + Penalty 1856.085273 = -1596695.673887 nChanged 63 SP:Iteration 67Q (3052.602831 sec): 3 clusters Score: Raw -1598558.245685 + Penalty 1856.085273 = -1596702.160412 nChanged 53 SP:Iteration 68Q (3052.665668 sec): 3 clusters Score: Raw -1598563.142003 + Penalty 1856.085273 = -1596707.056731 nChanged 45 SP:Iteration 69Q (3052.733674 sec): 3 clusters Score: Raw -1598567.472896 + Penalty 1856.085273 = -1596711.387623 nChanged 44 SP:Iteration 70Q (3052.800721 sec): 3 clusters Score: Raw -1598570.911898 + Penalty 1856.085273 = -1596714.826626 nChanged 54 SP:Iteration 71Q (3052.866259 sec): 3 clusters Score: Raw -1598576.685888 + Penalty 1856.085273 = -1596720.600615 nChanged 65 SP:Iteration 72Q (3052.938590 sec): 3 clusters Score: Raw -1598586.784204 + Penalty 1856.085273 = -1596730.698932 nChanged 72 SP:Iteration 73Q (3053.007442 sec): 3 clusters Score: Raw -1598595.949470 + Penalty 1856.085273 = -1596739.864198 nChanged 80 SP:Iteration 74Q (3053.084082 sec): 3 clusters Score: Raw -1598607.751203 + Penalty 1856.085273 = -1596751.665931 nChanged 87 SP:Iteration 75Q (3053.147222 sec): 3 clusters Score: Raw -1598624.062897 + Penalty 1856.085273 = -1596767.977624 nChanged 104 SP:Iteration 76Q (3053.216951 sec): 3 clusters Score: Raw -1598651.561770 + Penalty 1856.085273 = -1596795.476498 nChanged 136 SP:Iteration 77Q (3053.285187 sec): 3 clusters Score: Raw -1598685.532604 + Penalty 1856.085273 = -1596829.447331 nChanged 142 SP:Iteration 78Q (3053.349267 sec): 3 clusters Score: Raw -1598721.145691 + Penalty 1856.085273 = -1596865.060418 nChanged 166 SP:Iteration 79Q (3053.428337 sec): 3 clusters Score: Raw -1598764.057289 + Penalty 1856.085273 = -1596907.972017 nChanged 163 SP:Iteration 80F (3053.499270 sec): 3 clusters Score: Raw -1598810.829064 + Penalty 1856.085273 = -1596954.743792 nChanged 178 SP:Iteration 81Q (3053.562412 sec): 3 clusters Score: Raw -1598866.855167 + Penalty 1856.085273 = -1597010.769895 nChanged 202 SP:Iteration 82Q (3053.632869 sec): 3 clusters Score: Raw -1598940.331687 + Penalty 1856.085273 = -1597084.246414 nChanged 228 SP:Iteration 83Q (3053.690410 sec): 3 clusters Score: Raw -1599035.417141 + Penalty 1856.085273 = -1597179.331868 nChanged 243 SP:Iteration 84Q (3053.759084 sec): 3 clusters Score: Raw -1599146.167923 + Penalty 1856.085273 = -1597290.082650 nChanged 256 SP:Iteration 85Q (3053.838782 sec): 3 clusters Score: Raw -1599283.914615 + Penalty 1856.085273 = -1597427.829342 nChanged 265 SP:Iteration 86Q (3053.899386 sec): 3 clusters Score: Raw -1599439.082467 + Penalty 1856.085273 = -1597582.997195 nChanged 249 SP:Iteration 87Q (3053.967014 sec): 3 clusters Score: Raw -1599577.655068 + Penalty 1856.085273 = -1597721.569796 nChanged 199 SP:Iteration 88Q (3054.033046 sec): 3 clusters Score: Raw -1599654.028211 + Penalty 1856.085273 = -1597797.942938 nChanged 169 SP:Iteration 89Q (3054.110619 sec): 3 clusters Score: Raw -1599702.428452 + Penalty 1856.085273 = -1597846.343179 nChanged 113 SP:Iteration 90Q (3054.180432 sec): 3 clusters Score: Raw -1599729.519315 + Penalty 1856.085273 = -1597873.434042 nChanged 99 SP:Iteration 91Q (3054.240155 sec): 3 clusters Score: Raw -1599749.542624 + Penalty 1856.085273 = -1597893.457351 nChanged 95 SP:Iteration 92Q (3054.312348 sec): 3 clusters Score: Raw -1599768.019659 + Penalty 1856.085273 = -1597911.934387 nChanged 81 SP:Iteration 93Q (3054.377395 sec): 3 clusters Score: Raw -1599783.850897 + Penalty 1856.085273 = -1597927.765624 nChanged 80 SP:Iteration 94Q (3054.446641 sec): 3 clusters Score: Raw -1599797.483304 + Penalty 1856.085273 = -1597941.398032 nChanged 75 SP:Iteration 95Q (3054.512382 sec): 3 clusters Score: Raw -1599808.870311 + Penalty 1856.085273 = -1597952.785039 nChanged 56 SP:Iteration 96Q (3054.580627 sec): 3 clusters Score: Raw -1599815.711838 + Penalty 1856.085273 = -1597959.626565 nChanged 53 SP:Iteration 97Q (3054.640732 sec): 3 clusters Score: Raw -1599823.468829 + Penalty 1856.085273 = -1597967.383556 nChanged 63 SP:Iteration 98Q (3054.706423 sec): 3 clusters Score: Raw -1599834.243550 + Penalty 1856.085273 = -1597978.158278 nChanged 67 SP:Iteration 99Q (3054.784191 sec): 3 clusters Score: Raw -1599844.745731 + Penalty 1856.085273 = -1597988.660458 nChanged 64 SP:Iteration 100F (3054.846236 sec): 3 clusters Score: Raw -1599853.663225 + Penalty 1856.085273 = -1597997.577952 nChanged 55 SP:Iteration 101Q (3054.920978 sec): 3 clusters Score: Raw -1599862.250979 + Penalty 1856.085273 = -1598006.165707 nChanged 55 SP:Iteration 102Q (3054.990428 sec): 3 clusters Score: Raw -1599870.579462 + Penalty 1856.085273 = -1598014.494190 nChanged 55 SP:Iteration 103Q (3055.054716 sec): 3 clusters Score: Raw -1599878.709202 + Penalty 1856.085273 = -1598022.623929 nChanged 63 SP:Iteration 104Q (3055.119459 sec): 3 clusters Score: Raw -1599888.979670 + Penalty 1856.085273 = -1598032.894397 nChanged 70 SP:Iteration 105Q (3055.175549 sec): 3 clusters Score: Raw -1599901.599128 + Penalty 1856.085273 = -1598045.513855 nChanged 74 SP:Iteration 106Q (3055.244728 sec): 3 clusters Score: Raw -1599915.631107 + Penalty 1856.085273 = -1598059.545834 nChanged 70 SP:Iteration 107Q (3055.311246 sec): 3 clusters Score: Raw -1599929.532928 + Penalty 1856.085273 = -1598073.447656 nChanged 68 SP:Iteration 108Q (3055.380718 sec): 3 clusters Score: Raw -1599942.239993 + Penalty 1856.085273 = -1598086.154720 nChanged 66 SP:Iteration 109Q (3055.460464 sec): 3 clusters Score: Raw -1599953.827443 + Penalty 1856.085273 = -1598097.742171 nChanged 63 SP:Iteration 110Q (3055.522695 sec): 3 clusters Score: Raw -1599961.712736 + Penalty 1856.085273 = -1598105.627464 nChanged 42 SP:Iteration 111Q (3055.577750 sec): 3 clusters Score: Raw -1599967.134368 + Penalty 1856.085273 = -1598111.049096 nChanged 43 SP:Iteration 112Q (3055.640059 sec): 3 clusters Score: Raw -1599973.194935 + Penalty 1856.085273 = -1598117.109662 nChanged 40 SP:Iteration 113Q (3055.702726 sec): 3 clusters Score: Raw -1599979.350632 + Penalty 1856.085273 = -1598123.265359 nChanged 37 SP:Iteration 114Q (3055.770358 sec): 3 clusters Score: Raw -1599985.112040 + Penalty 1856.085273 = -1598129.026768 nChanged 42 SP:Iteration 115Q (3055.846490 sec): 3 clusters Score: Raw -1599993.412235 + Penalty 1856.085273 = -1598137.326963 nChanged 36 SP:Iteration 116Q (3055.911868 sec): 3 clusters Score: Raw -1599998.689235 + Penalty 1856.085273 = -1598142.603963 nChanged 35 SP:Iteration 117Q (3055.969686 sec): 3 clusters Score: Raw -1600003.846833 + Penalty 1856.085273 = -1598147.761561 nChanged 37 SP:Iteration 118Q (3056.044158 sec): 3 clusters Score: Raw -1600008.738453 + Penalty 1856.085273 = -1598152.653181 nChanged 35 SP:Iteration 119Q (3056.105504 sec): 3 clusters Score: Raw -1600013.948700 + Penalty 1856.085273 = -1598157.863427 nChanged 32 SP:Iteration 120F (3056.166252 sec): 3 clusters Score: Raw -1600020.207237 + Penalty 1856.085273 = -1598164.121964 nChanged 37 SP:Iteration 121Q (3056.235196 sec): 3 clusters Score: Raw -1600027.241953 + Penalty 1856.085273 = -1598171.156680 nChanged 36 SP:Iteration 122Q (3056.314111 sec): 3 clusters Score: Raw -1600033.606958 + Penalty 1856.085273 = -1598177.521686 nChanged 35 SP:Iteration 123Q (3056.381868 sec): 3 clusters Score: Raw -1600038.371855 + Penalty 1856.085273 = -1598182.286582 nChanged 30 SP:Iteration 124Q (3056.443218 sec): 3 clusters Score: Raw -1600042.806553 + Penalty 1856.085273 = -1598186.721281 nChanged 33 SP:Iteration 125Q (3056.511053 sec): 3 clusters Score: Raw -1600048.716999 + Penalty 1856.085273 = -1598192.631727 nChanged 43 SP:Iteration 126Q (3056.579563 sec): 3 clusters Score: Raw -1600057.758748 + Penalty 1856.085273 = -1598201.673475 nChanged 47 SP:Iteration 127Q (3056.645042 sec): 3 clusters Score: Raw -1600066.901895 + Penalty 1856.085273 = -1598210.816623 nChanged 49 SP:Iteration 128Q (3056.711865 sec): 3 clusters Score: Raw -1600077.185709 + Penalty 1856.085273 = -1598221.100436 nChanged 52 SP:Iteration 129Q (3056.780875 sec): 3 clusters Score: Raw -1600087.627257 + Penalty 1856.085273 = -1598231.541984 nChanged 59 SP:Iteration 130Q (3056.849231 sec): 3 clusters Score: Raw -1600101.911446 + Penalty 1856.085273 = -1598245.826173 nChanged 69 SP:Iteration 131Q (3056.918252 sec): 3 clusters Score: Raw -1600119.356494 + Penalty 1856.085273 = -1598263.271221 nChanged 71 SP:Iteration 132Q (3056.980643 sec): 3 clusters Score: Raw -1600139.118644 + Penalty 1856.085273 = -1598283.033371 nChanged 68 SP:Iteration 133Q (3057.051309 sec): 3 clusters Score: Raw -1600157.364837 + Penalty 1856.085273 = -1598301.279565 nChanged 67 SP:Iteration 134Q (3057.119395 sec): 3 clusters Score: Raw -1600181.952272 + Penalty 1856.085273 = -1598325.866999 nChanged 84 SP:Iteration 135Q (3057.177466 sec): 3 clusters Score: Raw -1600217.446391 + Penalty 1856.085273 = -1598361.361118 nChanged 92 SP:Iteration 136Q (3057.244374 sec): 3 clusters Score: Raw -1600252.430228 + Penalty 1856.085273 = -1598396.344956 nChanged 91 SP:Iteration 137Q (3057.322402 sec): 3 clusters Score: Raw -1600284.695810 + Penalty 1856.085273 = -1598428.610537 nChanged 75 SP:Iteration 138Q (3057.386393 sec): 3 clusters Score: Raw -1600310.884906 + Penalty 1856.085273 = -1598454.799633 nChanged 75 SP:Iteration 139Q (3057.454131 sec): 3 clusters Score: Raw -1600337.524497 + Penalty 1856.085273 = -1598481.439224 nChanged 73 SP:Iteration 140F (3057.527529 sec): 3 clusters Score: Raw -1600362.446427 + Penalty 1856.085273 = -1598506.361154 nChanged 68 SP:Iteration 141Q (3057.594538 sec): 3 clusters Score: Raw -1600384.303056 + Penalty 1856.085273 = -1598528.217784 nChanged 72 SP:Iteration 142Q (3057.664422 sec): 3 clusters Score: Raw -1600413.654791 + Penalty 1856.085273 = -1598557.569519 nChanged 65 SP:Iteration 143Q (3057.726498 sec): 3 clusters Score: Raw -1600441.800076 + Penalty 1856.085273 = -1598585.714804 nChanged 59 SP:Iteration 144Q (3057.791293 sec): 3 clusters Score: Raw -1600464.945926 + Penalty 1856.085273 = -1598608.860653 nChanged 54 SP:Iteration 145Q (3057.855302 sec): 3 clusters Score: Raw -1600485.903900 + Penalty 1856.085273 = -1598629.818628 nChanged 56 SP:Iteration 146Q (3057.919057 sec): 3 clusters Score: Raw -1600507.970498 + Penalty 1856.085273 = -1598651.885226 nChanged 44 SP:Iteration 147Q (3057.981077 sec): 3 clusters Score: Raw -1600523.011792 + Penalty 1856.085273 = -1598666.926519 nChanged 32 SP:Iteration 148Q (3058.034938 sec): 3 clusters Score: Raw -1600535.235313 + Penalty 1856.085273 = -1598679.150040 nChanged 29 SP:Iteration 149Q (3058.102761 sec): 3 clusters Score: Raw -1600547.510101 + Penalty 1856.085273 = -1598691.424828 nChanged 32 SP:Iteration 150Q (3058.159920 sec): 3 clusters Score: Raw -1600557.288496 + Penalty 1856.085273 = -1598701.203223 nChanged 23 SP:Iteration 151Q (3058.224132 sec): 3 clusters Score: Raw -1600563.619940 + Penalty 1856.085273 = -1598707.534667 nChanged 15 SP:Iteration 152Q (3058.292030 sec): 3 clusters Score: Raw -1600567.774364 + Penalty 1856.085273 = -1598711.689091 nChanged 12 SP:Iteration 153Q (3058.361221 sec): 3 clusters Score: Raw -1600570.950928 + Penalty 1856.085273 = -1598714.865656 nChanged 13 SP:Iteration 154Q (3058.422658 sec): 3 clusters Score: Raw -1600574.616676 + Penalty 1856.085273 = -1598718.531404 nChanged 11 SP:Iteration 155Q (3058.492127 sec): 3 clusters Score: Raw -1600578.383893 + Penalty 1856.085273 = -1598722.298620 nChanged 7 SP:Iteration 156Q (3058.560196 sec): 3 clusters Score: Raw -1600580.333229 + Penalty 1856.085273 = -1598724.247957 nChanged 8 SP:Iteration 157Q (3058.630392 sec): 3 clusters Score: Raw -1600582.102192 + Penalty 1856.085273 = -1598726.016919 nChanged 12 SP:Iteration 158Q (3058.691113 sec): 3 clusters Score: Raw -1600585.001570 + Penalty 1856.085273 = -1598728.916298 nChanged 6 SP:Iteration 159Q (3058.757880 sec): 3 clusters Score: Raw -1600585.939473 + Penalty 1856.085273 = -1598729.854200 nChanged 5 SP:Iteration 160F (3058.827392 sec): 3 clusters Score: Raw -1600586.712153 + Penalty 1856.085273 = -1598730.626881 nChanged 7 SP:Iteration 161Q (3058.887035 sec): 3 clusters Score: Raw -1600588.612651 + Penalty 1856.085273 = -1598732.527378 nChanged 8 SP:Iteration 162Q (3058.960207 sec): 3 clusters Score: Raw -1600590.810785 + Penalty 1856.085273 = -1598734.725513 nChanged 8 SP:Iteration 163Q (3059.031590 sec): 3 clusters Score: Raw -1600592.994856 + Penalty 1856.085273 = -1598736.909583 nChanged 7 SP:Iteration 164Q (3059.096611 sec): 3 clusters Score: Raw -1600595.300907 + Penalty 1856.085273 = -1598739.215634 nChanged 11 SP:Iteration 165Q (3059.149111 sec): 3 clusters Score: Raw -1600598.295515 + Penalty 1856.085273 = -1598742.210243 nChanged 9 SP:Iteration 166Q (3059.225850 sec): 3 clusters Score: Raw -1600600.587609 + Penalty 1856.085273 = -1598744.502337 nChanged 2 SP:Iteration 167Q (3059.280284 sec): 3 clusters Score: Raw -1600600.833559 + Penalty 1856.085273 = -1598744.748286 nChanged 2 SP:Iteration 168Q (3059.349075 sec): 3 clusters Score: Raw -1600601.561678 + Penalty 1856.085273 = -1598745.476406 nChanged 3 SP:Iteration 169Q (3059.408470 sec): 3 clusters Score: Raw -1600602.496358 + Penalty 1856.085273 = -1598746.411085 nChanged 4 SP:Iteration 170Q (3059.470743 sec): 3 clusters Score: Raw -1600604.177440 + Penalty 1856.085273 = -1598748.092168 nChanged 3 SP:Iteration 171Q (3059.547679 sec): 3 clusters Score: Raw -1600604.641906 + Penalty 1856.085273 = -1598748.556634 nChanged 2 SP:Iteration 172Q (3059.610963 sec): 3 clusters Score: Raw -1600605.293877 + Penalty 1856.085273 = -1598749.208605 nChanged 2 SP:Iteration 173Q (3059.676612 sec): 3 clusters Score: Raw -1600606.054411 + Penalty 1856.085273 = -1598749.969138 nChanged 8 SP:Iteration 174Q (3059.748655 sec): 3 clusters Score: Raw -1600608.481893 + Penalty 1856.085273 = -1598752.396620 nChanged 6 SP:Iteration 175Q (3059.815884 sec): 3 clusters Score: Raw -1600609.979600 + Penalty 1856.085273 = -1598753.894327 nChanged 4 SP:Iteration 176Q (3059.879551 sec): 3 clusters Score: Raw -1600610.784309 + Penalty 1856.085273 = -1598754.699037 nChanged 4 SP:Iteration 177Q (3059.947513 sec): 3 clusters Score: Raw -1600611.497534 + Penalty 1856.085273 = -1598755.412261 nChanged 1 SP:Iteration 178Q (3060.014173 sec): 3 clusters Score: Raw -1600611.558476 + Penalty 1856.085273 = -1598755.473204 nChanged 0 SP:Iteration 179F (3060.082849 sec): 3 clusters Score: Raw -1600611.558476 + Penalty 1856.085273 = -1598755.473204 nChanged 0 Trying to split cluster 17 (57458 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3060.167157 sec): 2 clusters Score: Raw -5254632.139277 + Penalty 1041.086905 = -5253591.052372 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3060.290348 sec): 3 clusters Score: Raw -5217509.624960 + Penalty 2082.173810 = -5215427.451151 nChanged 27263 SP:Iteration 1F (3060.398434 sec): 3 clusters Score: Raw -5233477.639443 + Penalty 2082.173810 = -5231395.465634 nChanged 1998 SP:Iteration 2Q (3060.526576 sec): 3 clusters Score: Raw -5233972.510377 + Penalty 2082.173810 = -5231890.336567 nChanged 1981 SP:Iteration 3Q (3060.647757 sec): 3 clusters Score: Raw -5234497.868506 + Penalty 2082.173810 = -5232415.694697 nChanged 2050 SP:Iteration 4Q (3060.766031 sec): 3 clusters Score: Raw -5235156.362672 + Penalty 2082.173810 = -5233074.188862 nChanged 2294 SP:Iteration 5Q (3060.897732 sec): 3 clusters Score: Raw -5236050.495826 + Penalty 2082.173810 = -5233968.322016 nChanged 2583 SP:Iteration 6Q (3061.023032 sec): 3 clusters Score: Raw -5237199.958210 + Penalty 2082.173810 = -5235117.784400 nChanged 2807 SP:Iteration 7Q (3061.147154 sec): 3 clusters Score: Raw -5238722.671688 + Penalty 2082.173810 = -5236640.497879 nChanged 3050 SP:Iteration 8F (3061.256847 sec): 3 clusters Score: Raw -5240749.430675 + Penalty 2082.173810 = -5238667.256865 nChanged 3129 SP:Iteration 9F (3061.370771 sec): 3 clusters Score: Raw -5243053.697050 + Penalty 2082.173810 = -5240971.523240 nChanged 2901 SP:Iteration 10F (3061.498151 sec): 3 clusters Score: Raw -5244818.749424 + Penalty 2082.173810 = -5242736.575614 nChanged 2197 SP:Iteration 11Q (3061.619521 sec): 3 clusters Score: Raw -5245718.079312 + Penalty 2082.173810 = -5243635.905502 nChanged 1433 SP:Iteration 12Q (3061.736275 sec): 3 clusters Score: Raw -5246133.617551 + Penalty 2082.173810 = -5244051.443741 nChanged 1043 SP:Iteration 13Q (3061.851984 sec): 3 clusters Score: Raw -5246422.478039 + Penalty 2082.173810 = -5244340.304229 nChanged 948 SP:Iteration 14Q (3061.967644 sec): 3 clusters Score: Raw -5246700.632788 + Penalty 2082.173810 = -5244618.458978 nChanged 1000 SP:Iteration 15Q (3062.097698 sec): 3 clusters Score: Raw -5247014.964923 + Penalty 2082.173810 = -5244932.791113 nChanged 1019 SP:Iteration 16Q (3062.208936 sec): 3 clusters Score: Raw -5247367.735575 + Penalty 2082.173810 = -5245285.561766 nChanged 1077 SP:Iteration 17Q (3062.330936 sec): 3 clusters Score: Raw -5247763.814568 + Penalty 2082.173810 = -5245681.640758 nChanged 1138 SP:Iteration 18Q (3062.440313 sec): 3 clusters Score: Raw -5248227.635154 + Penalty 2082.173810 = -5246145.461344 nChanged 1100 SP:Iteration 19Q (3062.551502 sec): 3 clusters Score: Raw -5248699.586523 + Penalty 2082.173810 = -5246617.412714 nChanged 1151 SP:Iteration 20F (3062.659230 sec): 3 clusters Score: Raw -5249219.078569 + Penalty 2082.173810 = -5247136.904759 nChanged 1122 SP:Iteration 21Q (3062.771039 sec): 3 clusters Score: Raw -5249742.616464 + Penalty 2082.173810 = -5247660.442655 nChanged 1089 SP:Iteration 22Q (3062.875292 sec): 3 clusters Score: Raw -5250285.789372 + Penalty 2082.173810 = -5248203.615563 nChanged 1055 SP:Iteration 23Q (3062.984396 sec): 3 clusters Score: Raw -5250843.825342 + Penalty 2082.173810 = -5248761.651532 nChanged 1013 SP:Iteration 24Q (3063.097731 sec): 3 clusters Score: Raw -5251389.132176 + Penalty 2082.173810 = -5249306.958366 nChanged 921 SP:Iteration 25Q (3063.202756 sec): 3 clusters Score: Raw -5251915.532982 + Penalty 2082.173810 = -5249833.359172 nChanged 871 SP:Iteration 26Q (3063.306730 sec): 3 clusters Score: Raw -5252438.544098 + Penalty 2082.173810 = -5250356.370289 nChanged 760 SP:Iteration 27Q (3063.414043 sec): 3 clusters Score: Raw -5252897.802968 + Penalty 2082.173810 = -5250815.629159 nChanged 661 SP:Iteration 28Q (3063.529448 sec): 3 clusters Score: Raw -5253331.504696 + Penalty 2082.173810 = -5251249.330886 nChanged 589 SP:Iteration 29Q (3063.637240 sec): 3 clusters Score: Raw -5253702.791401 + Penalty 2082.173810 = -5251620.617591 nChanged 450 SP:Iteration 30Q (3063.740963 sec): 3 clusters Score: Raw -5253964.920724 + Penalty 2082.173810 = -5251882.746914 nChanged 367 SP:Iteration 31Q (3063.846705 sec): 3 clusters Score: Raw -5254179.237241 + Penalty 2082.173810 = -5252097.063431 nChanged 294 SP:Iteration 32Q (3063.952857 sec): 3 clusters Score: Raw -5254350.500776 + Penalty 2082.173810 = -5252268.326967 nChanged 211 SP:Iteration 33Q (3064.059497 sec): 3 clusters Score: Raw -5254463.066007 + Penalty 2082.173810 = -5252380.892197 nChanged 179 SP:Iteration 34Q (3064.162766 sec): 3 clusters Score: Raw -5254550.032732 + Penalty 2082.173810 = -5252467.858922 nChanged 133 SP:Iteration 35Q (3064.259509 sec): 3 clusters Score: Raw -5254622.744182 + Penalty 2082.173810 = -5252540.570372 nChanged 116 SP:Iteration 36Q (3064.360440 sec): 3 clusters Score: Raw -5254688.478794 + Penalty 2082.173810 = -5252606.304984 nChanged 78 SP:Iteration 37Q (3064.472680 sec): 3 clusters Score: Raw -5254727.246622 + Penalty 2082.173810 = -5252645.072813 nChanged 62 SP:Iteration 38Q (3064.578337 sec): 3 clusters Score: Raw -5254758.091162 + Penalty 2082.173810 = -5252675.917352 nChanged 50 SP:Iteration 39Q (3064.685381 sec): 3 clusters Score: Raw -5254784.493115 + Penalty 2082.173810 = -5252702.319305 nChanged 37 SP:Iteration 40F (3064.803928 sec): 3 clusters Score: Raw -5254803.687481 + Penalty 2082.173810 = -5252721.513671 nChanged 31 SP:Iteration 41Q (3064.908979 sec): 3 clusters Score: Raw -5254819.625427 + Penalty 2082.173810 = -5252737.451617 nChanged 25 SP:Iteration 42Q (3065.012766 sec): 3 clusters Score: Raw -5254833.288525 + Penalty 2082.173810 = -5252751.114716 nChanged 23 SP:Iteration 43Q (3065.117625 sec): 3 clusters Score: Raw -5254843.450143 + Penalty 2082.173810 = -5252761.276333 nChanged 18 SP:Iteration 44Q (3065.222015 sec): 3 clusters Score: Raw -5254851.415003 + Penalty 2082.173810 = -5252769.241194 nChanged 12 SP:Iteration 45Q (3065.318905 sec): 3 clusters Score: Raw -5254859.597284 + Penalty 2082.173810 = -5252777.423475 nChanged 7 SP:Iteration 46Q (3065.427372 sec): 3 clusters Score: Raw -5254863.797129 + Penalty 2082.173810 = -5252781.623319 nChanged 6 SP:Iteration 47Q (3065.540929 sec): 3 clusters Score: Raw -5254865.606453 + Penalty 2082.173810 = -5252783.432643 nChanged 4 SP:Iteration 48Q (3065.646197 sec): 3 clusters Score: Raw -5254866.749842 + Penalty 2082.173810 = -5252784.576033 nChanged 5 SP:Iteration 49Q (3065.751670 sec): 3 clusters Score: Raw -5254868.680846 + Penalty 2082.173810 = -5252786.507036 nChanged 3 SP:Iteration 50Q (3065.848223 sec): 3 clusters Score: Raw -5254870.232352 + Penalty 2082.173810 = -5252788.058542 nChanged 5 SP:Iteration 51Q (3065.950525 sec): 3 clusters Score: Raw -5254872.012876 + Penalty 2082.173810 = -5252789.839066 nChanged 5 SP:Iteration 52Q (3066.048019 sec): 3 clusters Score: Raw -5254873.332121 + Penalty 2082.173810 = -5252791.158311 nChanged 3 SP:Iteration 53Q (3066.159416 sec): 3 clusters Score: Raw -5254873.815069 + Penalty 2082.173810 = -5252791.641259 nChanged 0 SP:Iteration 54F (3066.270466 sec): 3 clusters Score: Raw -5254873.815069 + Penalty 2082.173810 = -5252791.641259 nChanged 0 Trying to split cluster 18 (1769 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3066.296693 sec): 2 clusters Score: Raw -157251.903124 + Penalty 710.426121 = -156541.477003 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3066.344146 sec): 3 clusters Score: Raw -156407.351609 + Penalty 1420.852242 = -154986.499367 nChanged 666 SP:Iteration 1F (3066.392919 sec): 3 clusters Score: Raw -156767.994749 + Penalty 1420.852242 = -155347.142507 nChanged 113 SP:Iteration 2F (3066.439285 sec): 3 clusters Score: Raw -156864.276213 + Penalty 1420.852242 = -155443.423972 nChanged 100 SP:Iteration 3F (3066.489345 sec): 3 clusters Score: Raw -156934.926355 + Penalty 1420.852242 = -155514.074113 nChanged 91 SP:Iteration 4F (3066.542502 sec): 3 clusters Score: Raw -156994.441468 + Penalty 1420.852242 = -155573.589226 nChanged 72 SP:Iteration 5Q (3066.583255 sec): 3 clusters Score: Raw -157062.255349 + Penalty 1420.852242 = -155641.403107 nChanged 66 SP:Iteration 6Q (3066.623333 sec): 3 clusters Score: Raw -157125.048315 + Penalty 1420.852242 = -155704.196073 nChanged 66 SP:Iteration 7Q (3066.673029 sec): 3 clusters Score: Raw -157189.634160 + Penalty 1420.852242 = -155768.781919 nChanged 71 SP:Iteration 8Q (3066.711638 sec): 3 clusters Score: Raw -157256.368814 + Penalty 1420.852242 = -155835.516572 nChanged 78 SP:Iteration 9Q (3066.759164 sec): 3 clusters Score: Raw -157305.656149 + Penalty 1420.852242 = -155884.803907 nChanged 58 SP:Iteration 10Q (3066.800145 sec): 3 clusters Score: Raw -157338.203418 + Penalty 1420.852242 = -155917.351176 nChanged 52 SP:Iteration 11Q (3066.848640 sec): 3 clusters Score: Raw -157367.974393 + Penalty 1420.852242 = -155947.122151 nChanged 36 SP:Iteration 12Q (3066.898263 sec): 3 clusters Score: Raw -157382.883995 + Penalty 1420.852242 = -155962.031754 nChanged 37 SP:Iteration 13Q (3066.953614 sec): 3 clusters Score: Raw -157403.697232 + Penalty 1420.852242 = -155982.844990 nChanged 40 SP:Iteration 14Q (3066.998177 sec): 3 clusters Score: Raw -157422.018840 + Penalty 1420.852242 = -156001.166598 nChanged 28 SP:Iteration 15Q (3067.047798 sec): 3 clusters Score: Raw -157435.644311 + Penalty 1420.852242 = -156014.792069 nChanged 22 SP:Iteration 16Q (3067.099083 sec): 3 clusters Score: Raw -157446.572034 + Penalty 1420.852242 = -156025.719792 nChanged 14 SP:Iteration 17Q (3067.140620 sec): 3 clusters Score: Raw -157451.936743 + Penalty 1420.852242 = -156031.084501 nChanged 14 SP:Iteration 18Q (3067.187290 sec): 3 clusters Score: Raw -157457.338798 + Penalty 1420.852242 = -156036.486557 nChanged 12 SP:Iteration 19Q (3067.231445 sec): 3 clusters Score: Raw -157461.011993 + Penalty 1420.852242 = -156040.159752 nChanged 8 SP:Iteration 20F (3067.277156 sec): 3 clusters Score: Raw -157463.008943 + Penalty 1420.852242 = -156042.156701 nChanged 11 SP:Iteration 21Q (3067.318403 sec): 3 clusters Score: Raw -157467.582482 + Penalty 1420.852242 = -156046.730240 nChanged 11 SP:Iteration 22Q (3067.361093 sec): 3 clusters Score: Raw -157472.635030 + Penalty 1420.852242 = -156051.782788 nChanged 11 SP:Iteration 23Q (3067.409849 sec): 3 clusters Score: Raw -157475.866293 + Penalty 1420.852242 = -156055.014051 nChanged 14 SP:Iteration 24Q (3067.450083 sec): 3 clusters Score: Raw -157481.612575 + Penalty 1420.852242 = -156060.760333 nChanged 17 SP:Iteration 25Q (3067.497387 sec): 3 clusters Score: Raw -157488.859512 + Penalty 1420.852242 = -156068.007270 nChanged 10 SP:Iteration 26Q (3067.549080 sec): 3 clusters Score: Raw -157494.360958 + Penalty 1420.852242 = -156073.508716 nChanged 9 SP:Iteration 27Q (3067.599629 sec): 3 clusters Score: Raw -157498.028854 + Penalty 1420.852242 = -156077.176612 nChanged 8 SP:Iteration 28Q (3067.644175 sec): 3 clusters Score: Raw -157499.957953 + Penalty 1420.852242 = -156079.105711 nChanged 3 SP:Iteration 29Q (3067.684043 sec): 3 clusters Score: Raw -157500.371379 + Penalty 1420.852242 = -156079.519137 nChanged 2 SP:Iteration 30Q (3067.729123 sec): 3 clusters Score: Raw -157500.615364 + Penalty 1420.852242 = -156079.763122 nChanged 1 SP:Iteration 31Q (3067.780430 sec): 3 clusters Score: Raw -157500.746460 + Penalty 1420.852242 = -156079.894218 nChanged 1 SP:Iteration 32Q (3067.818074 sec): 3 clusters Score: Raw -157500.832238 + Penalty 1420.852242 = -156079.979997 nChanged 0 SP:Iteration 33F (3067.864331 sec): 3 clusters Score: Raw -157500.832238 + Penalty 1420.852242 = -156079.979997 nChanged 0 Trying to split cluster 19 (28838 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3067.914434 sec): 2 clusters Score: Raw -2781166.326182 + Penalty 975.597678 = -2780190.728504 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3067.990366 sec): 3 clusters Score: Raw -2762898.749473 + Penalty 1951.195356 = -2760947.554117 nChanged 13529 SP:Iteration 1F (3068.066824 sec): 3 clusters Score: Raw -2770610.384947 + Penalty 1951.195356 = -2768659.189591 nChanged 1230 SP:Iteration 2Q (3068.156335 sec): 3 clusters Score: Raw -2771032.149874 + Penalty 1951.195356 = -2769080.954518 nChanged 1321 SP:Iteration 3Q (3068.229651 sec): 3 clusters Score: Raw -2771548.382758 + Penalty 1951.195356 = -2769597.187402 nChanged 1490 SP:Iteration 4F (3068.317038 sec): 3 clusters Score: Raw -2772223.326034 + Penalty 1951.195356 = -2770272.130679 nChanged 1719 SP:Iteration 5F (3068.391716 sec): 3 clusters Score: Raw -2773198.934007 + Penalty 1951.195356 = -2771247.738651 nChanged 1882 SP:Iteration 6F (3068.465555 sec): 3 clusters Score: Raw -2774497.044409 + Penalty 1951.195356 = -2772545.849053 nChanged 1877 SP:Iteration 7F (3068.534091 sec): 3 clusters Score: Raw -2776070.949136 + Penalty 1951.195356 = -2774119.753780 nChanged 1594 SP:Iteration 8F (3068.600831 sec): 3 clusters Score: Raw -2777658.856632 + Penalty 1951.195356 = -2775707.661276 nChanged 1224 SP:Iteration 9Q (3068.685438 sec): 3 clusters Score: Raw -2778926.052520 + Penalty 1951.195356 = -2776974.857164 nChanged 858 SP:Iteration 10Q (3068.757171 sec): 3 clusters Score: Raw -2779621.341155 + Penalty 1951.195356 = -2777670.145800 nChanged 542 SP:Iteration 11Q (3068.830265 sec): 3 clusters Score: Raw -2779988.526026 + Penalty 1951.195356 = -2778037.330670 nChanged 422 SP:Iteration 12Q (3068.906251 sec): 3 clusters Score: Raw -2780238.022531 + Penalty 1951.195356 = -2778286.827175 nChanged 339 SP:Iteration 13Q (3068.975100 sec): 3 clusters Score: Raw -2780440.381984 + Penalty 1951.195356 = -2778489.186628 nChanged 295 SP:Iteration 14Q (3069.034219 sec): 3 clusters Score: Raw -2780605.293788 + Penalty 1951.195356 = -2778654.098433 nChanged 255 SP:Iteration 15Q (3069.095761 sec): 3 clusters Score: Raw -2780729.261117 + Penalty 1951.195356 = -2778778.065762 nChanged 191 SP:Iteration 16Q (3069.169243 sec): 3 clusters Score: Raw -2780818.131370 + Penalty 1951.195356 = -2778866.936014 nChanged 163 SP:Iteration 17Q (3069.240209 sec): 3 clusters Score: Raw -2780881.777843 + Penalty 1951.195356 = -2778930.582487 nChanged 136 SP:Iteration 18Q (3069.309058 sec): 3 clusters Score: Raw -2780934.040198 + Penalty 1951.195356 = -2778982.844843 nChanged 115 SP:Iteration 19Q (3069.381019 sec): 3 clusters Score: Raw -2780982.051500 + Penalty 1951.195356 = -2779030.856145 nChanged 118 SP:Iteration 20F (3069.447574 sec): 3 clusters Score: Raw -2781032.799099 + Penalty 1951.195356 = -2779081.603743 nChanged 110 SP:Iteration 21Q (3069.529168 sec): 3 clusters Score: Raw -2781086.190578 + Penalty 1951.195356 = -2779134.995222 nChanged 110 SP:Iteration 22Q (3069.609501 sec): 3 clusters Score: Raw -2781143.342974 + Penalty 1951.195356 = -2779192.147618 nChanged 91 SP:Iteration 23Q (3069.684920 sec): 3 clusters Score: Raw -2781187.053485 + Penalty 1951.195356 = -2779235.858129 nChanged 78 SP:Iteration 24Q (3069.759262 sec): 3 clusters Score: Raw -2781220.932202 + Penalty 1951.195356 = -2779269.736846 nChanged 74 SP:Iteration 25Q (3069.799537 sec): 3 clusters Score: Raw -2781250.527024 + Penalty 1951.195356 = -2779299.331668 nChanged 60 SP:Iteration 26Q (3069.878900 sec): 3 clusters Score: Raw -2781275.258480 + Penalty 1951.195356 = -2779324.063124 nChanged 44 SP:Iteration 27Q (3069.958540 sec): 3 clusters Score: Raw -2781290.224046 + Penalty 1951.195356 = -2779339.028690 nChanged 33 SP:Iteration 28Q (3070.019560 sec): 3 clusters Score: Raw -2781301.376576 + Penalty 1951.195356 = -2779350.181220 nChanged 22 SP:Iteration 29Q (3070.097415 sec): 3 clusters Score: Raw -2781308.443367 + Penalty 1951.195356 = -2779357.248011 nChanged 18 SP:Iteration 30Q (3070.165453 sec): 3 clusters Score: Raw -2781314.813422 + Penalty 1951.195356 = -2779363.618066 nChanged 18 SP:Iteration 31Q (3070.237899 sec): 3 clusters Score: Raw -2781321.137200 + Penalty 1951.195356 = -2779369.941844 nChanged 18 SP:Iteration 32Q (3070.309749 sec): 3 clusters Score: Raw -2781327.998814 + Penalty 1951.195356 = -2779376.803458 nChanged 19 SP:Iteration 33Q (3070.387912 sec): 3 clusters Score: Raw -2781334.813375 + Penalty 1951.195356 = -2779383.618020 nChanged 16 SP:Iteration 34Q (3070.465210 sec): 3 clusters Score: Raw -2781340.327607 + Penalty 1951.195356 = -2779389.132251 nChanged 14 SP:Iteration 35Q (3070.542539 sec): 3 clusters Score: Raw -2781347.161552 + Penalty 1951.195356 = -2779395.966196 nChanged 17 SP:Iteration 36Q (3070.616418 sec): 3 clusters Score: Raw -2781355.907145 + Penalty 1951.195356 = -2779404.711790 nChanged 17 SP:Iteration 37Q (3070.692039 sec): 3 clusters Score: Raw -2781364.114811 + Penalty 1951.195356 = -2779412.919456 nChanged 16 SP:Iteration 38Q (3070.770424 sec): 3 clusters Score: Raw -2781369.588311 + Penalty 1951.195356 = -2779418.392955 nChanged 12 SP:Iteration 39Q (3070.844270 sec): 3 clusters Score: Raw -2781374.404352 + Penalty 1951.195356 = -2779423.208996 nChanged 5 SP:Iteration 40F (3070.925685 sec): 3 clusters Score: Raw -2781376.693758 + Penalty 1951.195356 = -2779425.498402 nChanged 7 SP:Iteration 41Q (3070.997723 sec): 3 clusters Score: Raw -2781378.617850 + Penalty 1951.195356 = -2779427.422495 nChanged 5 SP:Iteration 42Q (3071.074236 sec): 3 clusters Score: Raw -2781379.615873 + Penalty 1951.195356 = -2779428.420518 nChanged 2 SP:Iteration 43Q (3071.145435 sec): 3 clusters Score: Raw -2781380.556050 + Penalty 1951.195356 = -2779429.360694 nChanged 3 SP:Iteration 44Q (3071.220412 sec): 3 clusters Score: Raw -2781381.849382 + Penalty 1951.195356 = -2779430.654026 nChanged 3 SP:Iteration 45Q (3071.296529 sec): 3 clusters Score: Raw -2781382.663069 + Penalty 1951.195356 = -2779431.467713 nChanged 1 SP:Iteration 46Q (3071.368812 sec): 3 clusters Score: Raw -2781382.847038 + Penalty 1951.195356 = -2779431.651682 nChanged 0 SP:Iteration 47F (3071.452108 sec): 3 clusters Score: Raw -2781382.847038 + Penalty 1951.195356 = -2779431.651682 nChanged 0 Trying to split cluster 20 (21056 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3071.498134 sec): 2 clusters Score: Raw -1795717.525876 + Penalty 945.719379 = -1794771.806497 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3071.565472 sec): 3 clusters Score: Raw -1782417.774470 + Penalty 1891.438758 = -1780526.335711 nChanged 9822 SP:Iteration 1F (3071.638383 sec): 3 clusters Score: Raw -1788541.718002 + Penalty 1891.438758 = -1786650.279243 nChanged 1480 SP:Iteration 2F (3071.718306 sec): 3 clusters Score: Raw -1789492.548727 + Penalty 1891.438758 = -1787601.109968 nChanged 1800 SP:Iteration 3F (3071.789630 sec): 3 clusters Score: Raw -1790868.545005 + Penalty 1891.438758 = -1788977.106246 nChanged 1830 SP:Iteration 4F (3071.861933 sec): 3 clusters Score: Raw -1792440.115587 + Penalty 1891.438758 = -1790548.676829 nChanged 1546 SP:Iteration 5F (3071.930647 sec): 3 clusters Score: Raw -1793883.941193 + Penalty 1891.438758 = -1791992.502434 nChanged 968 SP:Iteration 6Q (3071.992651 sec): 3 clusters Score: Raw -1795141.606551 + Penalty 1891.438758 = -1793250.167793 nChanged 571 SP:Iteration 7Q (3072.062409 sec): 3 clusters Score: Raw -1796027.413221 + Penalty 1891.438758 = -1794135.974462 nChanged 389 SP:Iteration 8Q (3072.127664 sec): 3 clusters Score: Raw -1796247.683489 + Penalty 1891.438758 = -1794356.244731 nChanged 169 SP:Iteration 9Q (3072.196771 sec): 3 clusters Score: Raw -1796293.278703 + Penalty 1891.438758 = -1794401.839944 nChanged 76 SP:Iteration 10Q (3072.277059 sec): 3 clusters Score: Raw -1796308.659239 + Penalty 1891.438758 = -1794417.220480 nChanged 45 SP:Iteration 11Q (3072.349812 sec): 3 clusters Score: Raw -1796318.108598 + Penalty 1891.438758 = -1794426.669840 nChanged 37 SP:Iteration 12Q (3072.414058 sec): 3 clusters Score: Raw -1796324.472529 + Penalty 1891.438758 = -1794433.033770 nChanged 23 SP:Iteration 13Q (3072.481297 sec): 3 clusters Score: Raw -1796326.871705 + Penalty 1891.438758 = -1794435.432946 nChanged 13 SP:Iteration 14Q (3072.558555 sec): 3 clusters Score: Raw -1796328.288338 + Penalty 1891.438758 = -1794436.849580 nChanged 9 SP:Iteration 15Q (3072.614711 sec): 3 clusters Score: Raw -1796329.126347 + Penalty 1891.438758 = -1794437.687589 nChanged 9 SP:Iteration 16Q (3072.690345 sec): 3 clusters Score: Raw -1796329.803993 + Penalty 1891.438758 = -1794438.365235 nChanged 8 SP:Iteration 17Q (3072.761429 sec): 3 clusters Score: Raw -1796330.656858 + Penalty 1891.438758 = -1794439.218100 nChanged 10 SP:Iteration 18Q (3072.830691 sec): 3 clusters Score: Raw -1796331.813728 + Penalty 1891.438758 = -1794440.374969 nChanged 7 SP:Iteration 19Q (3072.898951 sec): 3 clusters Score: Raw -1796332.471758 + Penalty 1891.438758 = -1794441.033000 nChanged 4 SP:Iteration 20F (3072.969889 sec): 3 clusters Score: Raw -1796332.957017 + Penalty 1891.438758 = -1794441.518258 nChanged 4 SP:Iteration 21Q (3073.038127 sec): 3 clusters Score: Raw -1796333.363948 + Penalty 1891.438758 = -1794441.925190 nChanged 4 SP:Iteration 22Q (3073.104964 sec): 3 clusters Score: Raw -1796333.756209 + Penalty 1891.438758 = -1794442.317450 nChanged 4 SP:Iteration 23Q (3073.171736 sec): 3 clusters Score: Raw -1796333.968643 + Penalty 1891.438758 = -1794442.529884 nChanged 2 SP:Iteration 24Q (3073.241282 sec): 3 clusters Score: Raw -1796334.161606 + Penalty 1891.438758 = -1794442.722848 nChanged 1 SP:Iteration 25Q (3073.310205 sec): 3 clusters Score: Raw -1796334.212493 + Penalty 1891.438758 = -1794442.773735 nChanged 3 SP:Iteration 26Q (3073.375822 sec): 3 clusters Score: Raw -1796334.372635 + Penalty 1891.438758 = -1794442.933877 nChanged 1 SP:Iteration 27Q (3073.444460 sec): 3 clusters Score: Raw -1796334.418232 + Penalty 1891.438758 = -1794442.979473 nChanged 1 SP:Iteration 28Q (3073.515068 sec): 3 clusters Score: Raw -1796334.555537 + Penalty 1891.438758 = -1794443.116778 nChanged 1 SP:Iteration 29Q (3073.589435 sec): 3 clusters Score: Raw -1796334.622511 + Penalty 1891.438758 = -1794443.183753 nChanged 0 SP:Iteration 30F (3073.661940 sec): 3 clusters Score: Raw -1796334.622511 + Penalty 1891.438758 = -1794443.183753 nChanged 0 Trying to split cluster 21 (30986 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3073.718504 sec): 2 clusters Score: Raw -2983670.712838 + Penalty 982.422623 = -2982688.290215 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3073.802802 sec): 3 clusters Score: Raw -2963863.051874 + Penalty 1964.845246 = -2961898.206628 nChanged 14631 SP:Iteration 1F (3073.886654 sec): 3 clusters Score: Raw -2972605.716681 + Penalty 1964.845246 = -2970640.871435 nChanged 1546 SP:Iteration 2Q (3073.961401 sec): 3 clusters Score: Raw -2973234.303994 + Penalty 1964.845246 = -2971269.458748 nChanged 1630 SP:Iteration 3F (3074.057051 sec): 3 clusters Score: Raw -2974034.004037 + Penalty 1964.845246 = -2972069.158791 nChanged 1805 SP:Iteration 4F (3074.148873 sec): 3 clusters Score: Raw -2975038.185049 + Penalty 1964.845246 = -2973073.339803 nChanged 1858 SP:Iteration 5F (3074.234134 sec): 3 clusters Score: Raw -2976205.782131 + Penalty 1964.845246 = -2974240.936885 nChanged 1840 SP:Iteration 6F (3074.314097 sec): 3 clusters Score: Raw -2977486.118074 + Penalty 1964.845246 = -2975521.272828 nChanged 1728 SP:Iteration 7F (3074.395288 sec): 3 clusters Score: Raw -2978725.529121 + Penalty 1964.845246 = -2976760.683875 nChanged 1496 SP:Iteration 8Q (3074.484291 sec): 3 clusters Score: Raw -2979642.662613 + Penalty 1964.845246 = -2977677.817367 nChanged 1145 SP:Iteration 9Q (3074.572290 sec): 3 clusters Score: Raw -2980222.540782 + Penalty 1964.845246 = -2978257.695536 nChanged 824 SP:Iteration 10Q (3074.660527 sec): 3 clusters Score: Raw -2980591.535095 + Penalty 1964.845246 = -2978626.689849 nChanged 672 SP:Iteration 11Q (3074.745954 sec): 3 clusters Score: Raw -2980879.563320 + Penalty 1964.845246 = -2978914.718074 nChanged 614 SP:Iteration 12Q (3074.836552 sec): 3 clusters Score: Raw -2981153.007240 + Penalty 1964.845246 = -2979188.161994 nChanged 580 SP:Iteration 13Q (3074.914378 sec): 3 clusters Score: Raw -2981408.014048 + Penalty 1964.845246 = -2979443.168802 nChanged 592 SP:Iteration 14Q (3074.996159 sec): 3 clusters Score: Raw -2981692.735116 + Penalty 1964.845246 = -2979727.889870 nChanged 575 SP:Iteration 15Q (3075.090004 sec): 3 clusters Score: Raw -2981979.069515 + Penalty 1964.845246 = -2980014.224269 nChanged 552 SP:Iteration 16Q (3075.174601 sec): 3 clusters Score: Raw -2982257.406851 + Penalty 1964.845246 = -2980292.561605 nChanged 515 SP:Iteration 17Q (3075.244674 sec): 3 clusters Score: Raw -2982517.852653 + Penalty 1964.845246 = -2980553.007407 nChanged 458 SP:Iteration 18Q (3075.329718 sec): 3 clusters Score: Raw -2982730.969348 + Penalty 1964.845246 = -2980766.124102 nChanged 421 SP:Iteration 19Q (3075.411857 sec): 3 clusters Score: Raw -2982906.578589 + Penalty 1964.845246 = -2980941.733343 nChanged 388 SP:Iteration 20F (3075.495285 sec): 3 clusters Score: Raw -2983050.392408 + Penalty 1964.845246 = -2981085.547162 nChanged 310 SP:Iteration 21Q (3075.576912 sec): 3 clusters Score: Raw -2983157.552408 + Penalty 1964.845246 = -2981192.707162 nChanged 297 SP:Iteration 22Q (3075.662491 sec): 3 clusters Score: Raw -2983246.392339 + Penalty 1964.845246 = -2981281.547093 nChanged 240 SP:Iteration 23Q (3075.743245 sec): 3 clusters Score: Raw -2983306.687163 + Penalty 1964.845246 = -2981341.841917 nChanged 197 SP:Iteration 24Q (3075.819362 sec): 3 clusters Score: Raw -2983348.186207 + Penalty 1964.845246 = -2981383.340961 nChanged 159 SP:Iteration 25Q (3075.892415 sec): 3 clusters Score: Raw -2983376.410787 + Penalty 1964.845246 = -2981411.565541 nChanged 147 SP:Iteration 26Q (3075.973161 sec): 3 clusters Score: Raw -2983397.131011 + Penalty 1964.845246 = -2981432.285765 nChanged 102 SP:Iteration 27Q (3076.048549 sec): 3 clusters Score: Raw -2983408.763453 + Penalty 1964.845246 = -2981443.918207 nChanged 90 SP:Iteration 28Q (3076.132026 sec): 3 clusters Score: Raw -2983416.607864 + Penalty 1964.845246 = -2981451.762618 nChanged 70 SP:Iteration 29Q (3076.215641 sec): 3 clusters Score: Raw -2983422.890683 + Penalty 1964.845246 = -2981458.045437 nChanged 58 SP:Iteration 30Q (3076.291373 sec): 3 clusters Score: Raw -2983427.733127 + Penalty 1964.845246 = -2981462.887881 nChanged 56 SP:Iteration 31Q (3076.372205 sec): 3 clusters Score: Raw -2983430.948721 + Penalty 1964.845246 = -2981466.103475 nChanged 33 SP:Iteration 32Q (3076.449722 sec): 3 clusters Score: Raw -2983432.450323 + Penalty 1964.845246 = -2981467.605077 nChanged 29 SP:Iteration 33Q (3076.523141 sec): 3 clusters Score: Raw -2983434.096310 + Penalty 1964.845246 = -2981469.251064 nChanged 30 SP:Iteration 34Q (3076.602329 sec): 3 clusters Score: Raw -2983435.904625 + Penalty 1964.845246 = -2981471.059379 nChanged 32 SP:Iteration 35Q (3076.685712 sec): 3 clusters Score: Raw -2983438.146978 + Penalty 1964.845246 = -2981473.301732 nChanged 33 SP:Iteration 36Q (3076.767714 sec): 3 clusters Score: Raw -2983440.115372 + Penalty 1964.845246 = -2981475.270126 nChanged 30 SP:Iteration 37Q (3076.848714 sec): 3 clusters Score: Raw -2983441.765500 + Penalty 1964.845246 = -2981476.920253 nChanged 30 SP:Iteration 38Q (3076.943174 sec): 3 clusters Score: Raw -2983443.204599 + Penalty 1964.845246 = -2981478.359353 nChanged 29 SP:Iteration 39Q (3077.021405 sec): 3 clusters Score: Raw -2983444.788763 + Penalty 1964.845246 = -2981479.943517 nChanged 23 SP:Iteration 40F (3077.115448 sec): 3 clusters Score: Raw -2983446.124994 + Penalty 1964.845246 = -2981481.279748 nChanged 31 SP:Iteration 41Q (3077.199940 sec): 3 clusters Score: Raw -2983447.995648 + Penalty 1964.845246 = -2981483.150402 nChanged 32 SP:Iteration 42Q (3077.286137 sec): 3 clusters Score: Raw -2983450.046439 + Penalty 1964.845246 = -2981485.201193 nChanged 38 SP:Iteration 43Q (3077.365407 sec): 3 clusters Score: Raw -2983452.566587 + Penalty 1964.845246 = -2981487.721341 nChanged 38 SP:Iteration 44Q (3077.459812 sec): 3 clusters Score: Raw -2983454.793598 + Penalty 1964.845246 = -2981489.948352 nChanged 40 SP:Iteration 45Q (3077.534526 sec): 3 clusters Score: Raw -2983456.741027 + Penalty 1964.845246 = -2981491.895781 nChanged 30 SP:Iteration 46Q (3077.618854 sec): 3 clusters Score: Raw -2983458.317569 + Penalty 1964.845246 = -2981493.472322 nChanged 26 SP:Iteration 47Q (3077.698278 sec): 3 clusters Score: Raw -2983459.294303 + Penalty 1964.845246 = -2981494.449057 nChanged 24 SP:Iteration 48Q (3077.790967 sec): 3 clusters Score: Raw -2983460.336442 + Penalty 1964.845246 = -2981495.491196 nChanged 24 SP:Iteration 49Q (3077.876844 sec): 3 clusters Score: Raw -2983461.735936 + Penalty 1964.845246 = -2981496.890690 nChanged 25 SP:Iteration 50Q (3077.961128 sec): 3 clusters Score: Raw -2983463.000433 + Penalty 1964.845246 = -2981498.155187 nChanged 22 SP:Iteration 51Q (3078.045848 sec): 3 clusters Score: Raw -2983464.334405 + Penalty 1964.845246 = -2981499.489159 nChanged 22 SP:Iteration 52Q (3078.133449 sec): 3 clusters Score: Raw -2983465.674227 + Penalty 1964.845246 = -2981500.828981 nChanged 28 SP:Iteration 53Q (3078.210158 sec): 3 clusters Score: Raw -2983467.035488 + Penalty 1964.845246 = -2981502.190242 nChanged 22 SP:Iteration 54Q (3078.291754 sec): 3 clusters Score: Raw -2983467.981445 + Penalty 1964.845246 = -2981503.136199 nChanged 23 SP:Iteration 55Q (3078.373045 sec): 3 clusters Score: Raw -2983469.063481 + Penalty 1964.845246 = -2981504.218235 nChanged 26 SP:Iteration 56Q (3078.465935 sec): 3 clusters Score: Raw -2983470.107818 + Penalty 1964.845246 = -2981505.262572 nChanged 17 SP:Iteration 57Q (3078.545201 sec): 3 clusters Score: Raw -2983471.008061 + Penalty 1964.845246 = -2981506.162815 nChanged 29 SP:Iteration 58Q (3078.629946 sec): 3 clusters Score: Raw -2983472.557938 + Penalty 1964.845246 = -2981507.712692 nChanged 29 SP:Iteration 59Q (3078.716113 sec): 3 clusters Score: Raw -2983474.369444 + Penalty 1964.845246 = -2981509.524198 nChanged 33 SP:Iteration 60F (3078.793566 sec): 3 clusters Score: Raw -2983476.196849 + Penalty 1964.845246 = -2981511.351603 nChanged 33 SP:Iteration 61Q (3078.882393 sec): 3 clusters Score: Raw -2983477.793194 + Penalty 1964.845246 = -2981512.947948 nChanged 26 SP:Iteration 62Q (3078.964289 sec): 3 clusters Score: Raw -2983479.168308 + Penalty 1964.845246 = -2981514.323062 nChanged 30 SP:Iteration 63Q (3079.044895 sec): 3 clusters Score: Raw -2983480.699980 + Penalty 1964.845246 = -2981515.854734 nChanged 33 SP:Iteration 64Q (3079.125410 sec): 3 clusters Score: Raw -2983482.452237 + Penalty 1964.845246 = -2981517.606991 nChanged 43 SP:Iteration 65Q (3079.211414 sec): 3 clusters Score: Raw -2983484.543955 + Penalty 1964.845246 = -2981519.698709 nChanged 41 SP:Iteration 66Q (3079.303842 sec): 3 clusters Score: Raw -2983486.730454 + Penalty 1964.845246 = -2981521.885208 nChanged 45 SP:Iteration 67Q (3079.387291 sec): 3 clusters Score: Raw -2983489.044028 + Penalty 1964.845246 = -2981524.198782 nChanged 39 SP:Iteration 68Q (3079.463068 sec): 3 clusters Score: Raw -2983491.153180 + Penalty 1964.845246 = -2981526.307934 nChanged 32 SP:Iteration 69Q (3079.556292 sec): 3 clusters Score: Raw -2983493.007425 + Penalty 1964.845246 = -2981528.162179 nChanged 31 SP:Iteration 70Q (3079.630686 sec): 3 clusters Score: Raw -2983494.984794 + Penalty 1964.845246 = -2981530.139548 nChanged 28 SP:Iteration 71Q (3079.719088 sec): 3 clusters Score: Raw -2983496.184039 + Penalty 1964.845246 = -2981531.338793 nChanged 22 SP:Iteration 72Q (3079.803408 sec): 3 clusters Score: Raw -2983497.063219 + Penalty 1964.845246 = -2981532.217973 nChanged 20 SP:Iteration 73Q (3079.883118 sec): 3 clusters Score: Raw -2983497.979178 + Penalty 1964.845246 = -2981533.133932 nChanged 22 SP:Iteration 74Q (3079.962444 sec): 3 clusters Score: Raw -2983498.960708 + Penalty 1964.845246 = -2981534.115461 nChanged 19 SP:Iteration 75Q (3080.045867 sec): 3 clusters Score: Raw -2983499.612397 + Penalty 1964.845246 = -2981534.767151 nChanged 16 SP:Iteration 76Q (3080.128046 sec): 3 clusters Score: Raw -2983500.116810 + Penalty 1964.845246 = -2981535.271564 nChanged 15 SP:Iteration 77Q (3080.209904 sec): 3 clusters Score: Raw -2983500.634794 + Penalty 1964.845246 = -2981535.789548 nChanged 16 SP:Iteration 78Q (3080.294783 sec): 3 clusters Score: Raw -2983501.261951 + Penalty 1964.845246 = -2981536.416705 nChanged 20 SP:Iteration 79Q (3080.374254 sec): 3 clusters Score: Raw -2983502.246382 + Penalty 1964.845246 = -2981537.401136 nChanged 20 SP:Iteration 80F (3080.462450 sec): 3 clusters Score: Raw -2983503.175835 + Penalty 1964.845246 = -2981538.330589 nChanged 13 SP:Iteration 81Q (3080.543434 sec): 3 clusters Score: Raw -2983503.725729 + Penalty 1964.845246 = -2981538.880483 nChanged 14 SP:Iteration 82Q (3080.624283 sec): 3 clusters Score: Raw -2983504.297887 + Penalty 1964.845246 = -2981539.452641 nChanged 12 SP:Iteration 83Q (3080.716672 sec): 3 clusters Score: Raw -2983504.648685 + Penalty 1964.845246 = -2981539.803439 nChanged 15 SP:Iteration 84Q (3080.788972 sec): 3 clusters Score: Raw -2983505.423708 + Penalty 1964.845246 = -2981540.578462 nChanged 20 SP:Iteration 85Q (3080.881957 sec): 3 clusters Score: Raw -2983506.354671 + Penalty 1964.845246 = -2981541.509425 nChanged 20 SP:Iteration 86Q (3080.959000 sec): 3 clusters Score: Raw -2983507.281320 + Penalty 1964.845246 = -2981542.436074 nChanged 21 SP:Iteration 87Q (3081.041427 sec): 3 clusters Score: Raw -2983508.000073 + Penalty 1964.845246 = -2981543.154827 nChanged 15 SP:Iteration 88Q (3081.125630 sec): 3 clusters Score: Raw -2983508.365742 + Penalty 1964.845246 = -2981543.520496 nChanged 13 SP:Iteration 89Q (3081.207834 sec): 3 clusters Score: Raw -2983508.800068 + Penalty 1964.845246 = -2981543.954821 nChanged 7 SP:Iteration 90Q (3081.294116 sec): 3 clusters Score: Raw -2983508.985876 + Penalty 1964.845246 = -2981544.140630 nChanged 7 SP:Iteration 91Q (3081.368040 sec): 3 clusters Score: Raw -2983509.165979 + Penalty 1964.845246 = -2981544.320733 nChanged 9 SP:Iteration 92Q (3081.463049 sec): 3 clusters Score: Raw -2983509.432135 + Penalty 1964.845246 = -2981544.586889 nChanged 7 SP:Iteration 93Q (3081.536280 sec): 3 clusters Score: Raw -2983509.660267 + Penalty 1964.845246 = -2981544.815021 nChanged 8 SP:Iteration 94Q (3081.625535 sec): 3 clusters Score: Raw -2983509.945331 + Penalty 1964.845246 = -2981545.100085 nChanged 15 SP:Iteration 95Q (3081.709130 sec): 3 clusters Score: Raw -2983510.534308 + Penalty 1964.845246 = -2981545.689062 nChanged 20 SP:Iteration 96Q (3081.794023 sec): 3 clusters Score: Raw -2983511.234918 + Penalty 1964.845246 = -2981546.389672 nChanged 13 SP:Iteration 97Q (3081.873202 sec): 3 clusters Score: Raw -2983511.614115 + Penalty 1964.845246 = -2981546.768869 nChanged 12 SP:Iteration 98Q (3081.958835 sec): 3 clusters Score: Raw -2983511.957581 + Penalty 1964.845246 = -2981547.112335 nChanged 12 SP:Iteration 99Q (3082.038869 sec): 3 clusters Score: Raw -2983512.476129 + Penalty 1964.845246 = -2981547.630883 nChanged 19 SP:Iteration 100F (3082.121651 sec): 3 clusters Score: Raw -2983513.521478 + Penalty 1964.845246 = -2981548.676232 nChanged 25 SP:Iteration 101Q (3082.199233 sec): 3 clusters Score: Raw -2983514.646504 + Penalty 1964.845246 = -2981549.801258 nChanged 19 SP:Iteration 102Q (3082.283590 sec): 3 clusters Score: Raw -2983515.282569 + Penalty 1964.845246 = -2981550.437323 nChanged 20 SP:Iteration 103Q (3082.363686 sec): 3 clusters Score: Raw -2983516.057977 + Penalty 1964.845246 = -2981551.212731 nChanged 14 SP:Iteration 104Q (3082.449873 sec): 3 clusters Score: Raw -2983516.553317 + Penalty 1964.845246 = -2981551.708071 nChanged 12 SP:Iteration 105Q (3082.528285 sec): 3 clusters Score: Raw -2983516.966885 + Penalty 1964.845246 = -2981552.121639 nChanged 10 SP:Iteration 106Q (3082.607505 sec): 3 clusters Score: Raw -2983517.308208 + Penalty 1964.845246 = -2981552.462962 nChanged 9 SP:Iteration 107Q (3082.691785 sec): 3 clusters Score: Raw -2983517.507316 + Penalty 1964.845246 = -2981552.662070 nChanged 7 SP:Iteration 108Q (3082.764404 sec): 3 clusters Score: Raw -2983517.681730 + Penalty 1964.845246 = -2981552.836484 nChanged 6 SP:Iteration 109Q (3082.831330 sec): 3 clusters Score: Raw -2983517.855462 + Penalty 1964.845246 = -2981553.010216 nChanged 10 SP:Iteration 110Q (3082.925282 sec): 3 clusters Score: Raw -2983518.125382 + Penalty 1964.845246 = -2981553.280136 nChanged 8 SP:Iteration 111Q (3082.998626 sec): 3 clusters Score: Raw -2983518.432988 + Penalty 1964.845246 = -2981553.587741 nChanged 13 SP:Iteration 112Q (3083.079675 sec): 3 clusters Score: Raw -2983519.200383 + Penalty 1964.845246 = -2981554.355137 nChanged 21 SP:Iteration 113Q (3083.148188 sec): 3 clusters Score: Raw -2983520.157848 + Penalty 1964.845246 = -2981555.312602 nChanged 15 SP:Iteration 114Q (3083.222693 sec): 3 clusters Score: Raw -2983520.613453 + Penalty 1964.845246 = -2981555.768207 nChanged 11 SP:Iteration 115Q (3083.300777 sec): 3 clusters Score: Raw -2983520.968181 + Penalty 1964.845246 = -2981556.122935 nChanged 8 SP:Iteration 116Q (3083.387561 sec): 3 clusters Score: Raw -2983521.187504 + Penalty 1964.845246 = -2981556.342258 nChanged 8 SP:Iteration 117Q (3083.461472 sec): 3 clusters Score: Raw -2983521.508892 + Penalty 1964.845246 = -2981556.663646 nChanged 8 SP:Iteration 118Q (3083.536581 sec): 3 clusters Score: Raw -2983521.738969 + Penalty 1964.845246 = -2981556.893723 nChanged 5 SP:Iteration 119Q (3083.605296 sec): 3 clusters Score: Raw -2983521.898838 + Penalty 1964.845246 = -2981557.053592 nChanged 4 SP:Iteration 120F (3083.687680 sec): 3 clusters Score: Raw -2983522.142677 + Penalty 1964.845246 = -2981557.297431 nChanged 3 SP:Iteration 121Q (3083.762431 sec): 3 clusters Score: Raw -2983522.211673 + Penalty 1964.845246 = -2981557.366427 nChanged 1 SP:Iteration 122Q (3083.850626 sec): 3 clusters Score: Raw -2983522.227042 + Penalty 1964.845246 = -2981557.381796 nChanged 1 SP:Iteration 123Q (3083.929028 sec): 3 clusters Score: Raw -2983522.248497 + Penalty 1964.845246 = -2981557.403251 nChanged 1 SP:Iteration 124Q (3084.004541 sec): 3 clusters Score: Raw -2983522.256285 + Penalty 1964.845246 = -2981557.411039 nChanged 2 SP:Iteration 125Q (3084.101295 sec): 3 clusters Score: Raw -2983522.276361 + Penalty 1964.845246 = -2981557.431115 nChanged 1 SP:Iteration 126Q (3084.176559 sec): 3 clusters Score: Raw -2983522.298608 + Penalty 1964.845246 = -2981557.453362 nChanged 1 SP:Iteration 127Q (3084.258195 sec): 3 clusters Score: Raw -2983522.321553 + Penalty 1964.845246 = -2981557.476307 nChanged 1 SP:Iteration 128Q (3084.345652 sec): 3 clusters Score: Raw -2983522.346776 + Penalty 1964.845246 = -2981557.501530 nChanged 2 SP:Iteration 129Q (3084.429819 sec): 3 clusters Score: Raw -2983522.386787 + Penalty 1964.845246 = -2981557.541540 nChanged 2 SP:Iteration 130Q (3084.514149 sec): 3 clusters Score: Raw -2983522.435186 + Penalty 1964.845246 = -2981557.589940 nChanged 2 SP:Iteration 131Q (3084.596455 sec): 3 clusters Score: Raw -2983522.480461 + Penalty 1964.845246 = -2981557.635215 nChanged 2 SP:Iteration 132Q (3084.684937 sec): 3 clusters Score: Raw -2983522.535235 + Penalty 1964.845246 = -2981557.689989 nChanged 2 SP:Iteration 133Q (3084.724936 sec): 3 clusters Score: Raw -2983522.554878 + Penalty 1964.845246 = -2981557.709632 nChanged 2 SP:Iteration 134Q (3084.770178 sec): 3 clusters Score: Raw -2983522.580948 + Penalty 1964.845246 = -2981557.735702 nChanged 1 SP:Iteration 135Q (3084.818866 sec): 3 clusters Score: Raw -2983522.590990 + Penalty 1964.845246 = -2981557.745744 nChanged 1 SP:Iteration 136Q (3084.867483 sec): 3 clusters Score: Raw -2983522.606119 + Penalty 1964.845246 = -2981557.760873 nChanged 1 SP:Iteration 137Q (3084.915866 sec): 3 clusters Score: Raw -2983522.630718 + Penalty 1964.845246 = -2981557.785472 nChanged 1 SP:Iteration 138Q (3085.009434 sec): 3 clusters Score: Raw -2983522.638475 + Penalty 1964.845246 = -2981557.793229 nChanged 0 SP:Iteration 139F (3085.095461 sec): 3 clusters Score: Raw -2983522.638475 + Penalty 1964.845246 = -2981557.793229 nChanged 0 Trying to split cluster 22 (131165 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3085.249738 sec): 2 clusters Score: Raw -12578475.616157 + Penalty 1119.500078 = -12577356.116079 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3085.465453 sec): 3 clusters Score: Raw -12491431.358102 + Penalty 2239.000157 = -12489192.357945 nChanged 63479 SP:Iteration 1F (3085.672925 sec): 3 clusters Score: Raw -12529501.907649 + Penalty 2239.000157 = -12527262.907492 nChanged 4763 SP:Iteration 2Q (3085.898395 sec): 3 clusters Score: Raw -12530870.982677 + Penalty 2239.000157 = -12528631.982521 nChanged 5310 SP:Iteration 3Q (3086.118174 sec): 3 clusters Score: Raw -12532716.309877 + Penalty 2239.000157 = -12530477.309720 nChanged 5978 SP:Iteration 4Q (3086.341962 sec): 3 clusters Score: Raw -12535370.314203 + Penalty 2239.000157 = -12533131.314046 nChanged 6860 SP:Iteration 5F (3086.551024 sec): 3 clusters Score: Raw -12539111.174188 + Penalty 2239.000157 = -12536872.174031 nChanged 7643 SP:Iteration 6F (3086.758357 sec): 3 clusters Score: Raw -12544157.296753 + Penalty 2239.000157 = -12541918.296596 nChanged 7871 SP:Iteration 7F (3086.966861 sec): 3 clusters Score: Raw -12549893.266215 + Penalty 2239.000157 = -12547654.266058 nChanged 7227 SP:Iteration 8F (3087.169712 sec): 3 clusters Score: Raw -12554986.466800 + Penalty 2239.000157 = -12552747.466643 nChanged 5813 SP:Iteration 9Q (3087.392256 sec): 3 clusters Score: Raw -12558260.082866 + Penalty 2239.000157 = -12556021.082709 nChanged 3951 SP:Iteration 10Q (3087.601590 sec): 3 clusters Score: Raw -12559907.782825 + Penalty 2239.000157 = -12557668.782668 nChanged 2957 SP:Iteration 11Q (3087.805085 sec): 3 clusters Score: Raw -12561060.192352 + Penalty 2239.000157 = -12558821.192195 nChanged 2872 SP:Iteration 12Q (3088.010308 sec): 3 clusters Score: Raw -12562226.029252 + Penalty 2239.000157 = -12559987.029096 nChanged 2899 SP:Iteration 13Q (3088.212775 sec): 3 clusters Score: Raw -12563493.609153 + Penalty 2239.000157 = -12561254.608996 nChanged 2975 SP:Iteration 14Q (3088.416998 sec): 3 clusters Score: Raw -12564861.477428 + Penalty 2239.000157 = -12562622.477272 nChanged 2899 SP:Iteration 15Q (3088.618818 sec): 3 clusters Score: Raw -12566287.027618 + Penalty 2239.000157 = -12564048.027461 nChanged 2909 SP:Iteration 16Q (3088.815922 sec): 3 clusters Score: Raw -12567863.854206 + Penalty 2239.000157 = -12565624.854049 nChanged 2818 SP:Iteration 17Q (3089.017381 sec): 3 clusters Score: Raw -12569516.454182 + Penalty 2239.000157 = -12567277.454025 nChanged 2592 SP:Iteration 18Q (3089.229371 sec): 3 clusters Score: Raw -12571080.277962 + Penalty 2239.000157 = -12568841.277805 nChanged 2313 SP:Iteration 19Q (3089.420595 sec): 3 clusters Score: Raw -12572528.051131 + Penalty 2239.000157 = -12570289.050974 nChanged 2008 SP:Iteration 20F (3089.631122 sec): 3 clusters Score: Raw -12573830.022494 + Penalty 2239.000157 = -12571591.022337 nChanged 1756 SP:Iteration 21Q (3089.821319 sec): 3 clusters Score: Raw -12575025.497538 + Penalty 2239.000157 = -12572786.497382 nChanged 1476 SP:Iteration 22Q (3090.000821 sec): 3 clusters Score: Raw -12576035.469381 + Penalty 2239.000157 = -12573796.469224 nChanged 1184 SP:Iteration 23Q (3090.166137 sec): 3 clusters Score: Raw -12576864.670034 + Penalty 2239.000157 = -12574625.669878 nChanged 899 SP:Iteration 24Q (3090.352654 sec): 3 clusters Score: Raw -12577520.512770 + Penalty 2239.000157 = -12575281.512614 nChanged 638 SP:Iteration 25Q (3090.519598 sec): 3 clusters Score: Raw -12577990.049656 + Penalty 2239.000157 = -12575751.049499 nChanged 387 SP:Iteration 26Q (3090.689307 sec): 3 clusters Score: Raw -12578262.468379 + Penalty 2239.000157 = -12576023.468222 nChanged 207 SP:Iteration 27Q (3090.863854 sec): 3 clusters Score: Raw -12578409.147121 + Penalty 2239.000157 = -12576170.146964 nChanged 123 SP:Iteration 28Q (3091.041538 sec): 3 clusters Score: Raw -12578492.553335 + Penalty 2239.000157 = -12576253.553179 nChanged 73 SP:Iteration 29Q (3091.218041 sec): 3 clusters Score: Raw -12578548.075952 + Penalty 2239.000157 = -12576309.075795 nChanged 48 SP:Iteration 30Q (3091.390116 sec): 3 clusters Score: Raw -12578583.465235 + Penalty 2239.000157 = -12576344.465079 nChanged 29 SP:Iteration 31Q (3091.563602 sec): 3 clusters Score: Raw -12578603.017639 + Penalty 2239.000157 = -12576364.017483 nChanged 21 SP:Iteration 32Q (3091.745595 sec): 3 clusters Score: Raw -12578615.698458 + Penalty 2239.000157 = -12576376.698301 nChanged 12 SP:Iteration 33Q (3091.921282 sec): 3 clusters Score: Raw -12578624.079040 + Penalty 2239.000157 = -12576385.078883 nChanged 9 SP:Iteration 34Q (3092.095560 sec): 3 clusters Score: Raw -12578631.126124 + Penalty 2239.000157 = -12576392.125967 nChanged 10 SP:Iteration 35Q (3092.276945 sec): 3 clusters Score: Raw -12578637.770629 + Penalty 2239.000157 = -12576398.770472 nChanged 11 SP:Iteration 36Q (3092.454142 sec): 3 clusters Score: Raw -12578642.051361 + Penalty 2239.000157 = -12576403.051204 nChanged 5 SP:Iteration 37Q (3092.619878 sec): 3 clusters Score: Raw -12578644.966317 + Penalty 2239.000157 = -12576405.966161 nChanged 6 SP:Iteration 38Q (3092.796557 sec): 3 clusters Score: Raw -12578649.137904 + Penalty 2239.000157 = -12576410.137747 nChanged 6 SP:Iteration 39Q (3092.965011 sec): 3 clusters Score: Raw -12578652.384163 + Penalty 2239.000157 = -12576413.384007 nChanged 1 SP:Iteration 40F (3093.173394 sec): 3 clusters Score: Raw -12578652.538181 + Penalty 2239.000157 = -12576413.538024 nChanged 0 Trying to split cluster 23 (180 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3093.208358 sec): 2 clusters Score: Raw -12623.908043 + Penalty 493.330901 = -12130.577143 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3093.252064 sec): 3 clusters Score: Raw -12724.346737 + Penalty 986.661802 = -11737.684935 nChanged 44 SP:Iteration 1F (3093.297862 sec): 3 clusters Score: Raw -12862.686486 + Penalty 986.661802 = -11876.024684 nChanged 17 SP:Iteration 2F (3093.329229 sec): 3 clusters Score: Raw -12919.274687 + Penalty 986.661802 = -11932.612886 nChanged 9 SP:Iteration 3Q (3093.380125 sec): 3 clusters Score: Raw -12967.104812 + Penalty 986.661802 = -11980.443011 nChanged 3 SP:Iteration 4Q (3093.433346 sec): 3 clusters Score: Raw -12980.488981 + Penalty 986.661802 = -11993.827179 nChanged 1 SP:Iteration 5Q (3093.476426 sec): 3 clusters Score: Raw -12988.067602 + Penalty 986.661802 = -12001.405801 nChanged 0 SP:Iteration 6F (3093.527188 sec): 3 clusters Score: Raw -12988.067602 + Penalty 986.661802 = -12001.405801 nChanged 0 Trying to split cluster 24 (4402 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3093.559286 sec): 2 clusters Score: Raw -380211.623561 + Penalty 797.032355 = -379414.591206 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3093.614656 sec): 3 clusters Score: Raw -377760.327733 + Penalty 1594.064710 = -376166.263024 nChanged 1915 SP:Iteration 1F (3093.650517 sec): 3 clusters Score: Raw -378853.601372 + Penalty 1594.064710 = -377259.536662 nChanged 290 SP:Iteration 2F (3093.701906 sec): 3 clusters Score: Raw -379074.942987 + Penalty 1594.064710 = -377480.878278 nChanged 310 SP:Iteration 3F (3093.760780 sec): 3 clusters Score: Raw -379337.064383 + Penalty 1594.064710 = -377742.999673 nChanged 317 SP:Iteration 4F (3093.809322 sec): 3 clusters Score: Raw -379643.972492 + Penalty 1594.064710 = -378049.907782 nChanged 343 SP:Iteration 5F (3093.860965 sec): 3 clusters Score: Raw -379935.187804 + Penalty 1594.064710 = -378341.123094 nChanged 281 SP:Iteration 6F (3093.910605 sec): 3 clusters Score: Raw -380156.578966 + Penalty 1594.064710 = -378562.514256 nChanged 212 SP:Iteration 7Q (3093.954386 sec): 3 clusters Score: Raw -380288.853506 + Penalty 1594.064710 = -378694.788796 nChanged 134 SP:Iteration 8Q (3094.011945 sec): 3 clusters Score: Raw -380352.140618 + Penalty 1594.064710 = -378758.075908 nChanged 89 SP:Iteration 9Q (3094.066252 sec): 3 clusters Score: Raw -380385.267103 + Penalty 1594.064710 = -378791.202393 nChanged 56 SP:Iteration 10Q (3094.110557 sec): 3 clusters Score: Raw -380401.207557 + Penalty 1594.064710 = -378807.142847 nChanged 35 SP:Iteration 11Q (3094.165948 sec): 3 clusters Score: Raw -380410.204701 + Penalty 1594.064710 = -378816.139991 nChanged 32 SP:Iteration 12Q (3094.210382 sec): 3 clusters Score: Raw -380419.258684 + Penalty 1594.064710 = -378825.193974 nChanged 31 SP:Iteration 13Q (3094.266624 sec): 3 clusters Score: Raw -380426.808208 + Penalty 1594.064710 = -378832.743498 nChanged 27 SP:Iteration 14Q (3094.310974 sec): 3 clusters Score: Raw -380433.432260 + Penalty 1594.064710 = -378839.367551 nChanged 19 SP:Iteration 15Q (3094.344377 sec): 3 clusters Score: Raw -380437.321514 + Penalty 1594.064710 = -378843.256804 nChanged 10 SP:Iteration 16Q (3094.392424 sec): 3 clusters Score: Raw -380439.272342 + Penalty 1594.064710 = -378845.207632 nChanged 11 SP:Iteration 17Q (3094.436848 sec): 3 clusters Score: Raw -380441.008048 + Penalty 1594.064710 = -378846.943338 nChanged 8 SP:Iteration 18Q (3094.494124 sec): 3 clusters Score: Raw -380442.009923 + Penalty 1594.064710 = -378847.945213 nChanged 5 SP:Iteration 19Q (3094.528132 sec): 3 clusters Score: Raw -380442.648710 + Penalty 1594.064710 = -378848.584000 nChanged 4 SP:Iteration 20F (3094.567666 sec): 3 clusters Score: Raw -380443.029989 + Penalty 1594.064710 = -378848.965279 nChanged 2 SP:Iteration 21Q (3094.620926 sec): 3 clusters Score: Raw -380443.271843 + Penalty 1594.064710 = -378849.207133 nChanged 4 SP:Iteration 22Q (3094.665076 sec): 3 clusters Score: Raw -380443.729864 + Penalty 1594.064710 = -378849.665154 nChanged 2 SP:Iteration 23Q (3094.717338 sec): 3 clusters Score: Raw -380443.859300 + Penalty 1594.064710 = -378849.794590 nChanged 1 SP:Iteration 24Q (3094.763786 sec): 3 clusters Score: Raw -380444.259056 + Penalty 1594.064710 = -378850.194346 nChanged 1 SP:Iteration 25Q (3094.819928 sec): 3 clusters Score: Raw -380444.288633 + Penalty 1594.064710 = -378850.223924 nChanged 0 SP:Iteration 26F (3094.863813 sec): 3 clusters Score: Raw -380444.288633 + Penalty 1594.064710 = -378850.223924 nChanged 0 Trying to split cluster 25 (13802 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3094.900335 sec): 2 clusters Score: Raw -1322315.365916 + Penalty 905.594035 = -1321409.771881 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3094.962477 sec): 3 clusters Score: Raw -1313939.460963 + Penalty 1811.188070 = -1312128.272893 nChanged 6277 SP:Iteration 1F (3095.023869 sec): 3 clusters Score: Raw -1317381.137021 + Penalty 1811.188070 = -1315569.948952 nChanged 730 SP:Iteration 2F (3095.089508 sec): 3 clusters Score: Raw -1317655.819305 + Penalty 1811.188070 = -1315844.631235 nChanged 654 SP:Iteration 3Q (3095.152858 sec): 3 clusters Score: Raw -1317922.746345 + Penalty 1811.188070 = -1316111.558275 nChanged 636 SP:Iteration 4Q (3095.203159 sec): 3 clusters Score: Raw -1318210.664887 + Penalty 1811.188070 = -1316399.476817 nChanged 694 SP:Iteration 5F (3095.265313 sec): 3 clusters Score: Raw -1318551.856644 + Penalty 1811.188070 = -1316740.668574 nChanged 681 SP:Iteration 6Q (3095.329627 sec): 3 clusters Score: Raw -1318901.958027 + Penalty 1811.188070 = -1317090.769957 nChanged 653 SP:Iteration 7Q (3095.389120 sec): 3 clusters Score: Raw -1319210.953486 + Penalty 1811.188070 = -1317399.765416 nChanged 633 SP:Iteration 8Q (3095.444277 sec): 3 clusters Score: Raw -1319531.403020 + Penalty 1811.188070 = -1317720.214950 nChanged 602 SP:Iteration 9Q (3095.504906 sec): 3 clusters Score: Raw -1319869.712823 + Penalty 1811.188070 = -1318058.524753 nChanged 594 SP:Iteration 10Q (3095.564390 sec): 3 clusters Score: Raw -1320239.591936 + Penalty 1811.188070 = -1318428.403866 nChanged 526 SP:Iteration 11Q (3095.615324 sec): 3 clusters Score: Raw -1320626.374405 + Penalty 1811.188070 = -1318815.186335 nChanged 482 SP:Iteration 12Q (3095.672782 sec): 3 clusters Score: Raw -1320985.433167 + Penalty 1811.188070 = -1319174.245097 nChanged 416 SP:Iteration 13Q (3095.741307 sec): 3 clusters Score: Raw -1321292.124675 + Penalty 1811.188070 = -1319480.936606 nChanged 341 SP:Iteration 14Q (3095.790891 sec): 3 clusters Score: Raw -1321532.108398 + Penalty 1811.188070 = -1319720.920328 nChanged 255 SP:Iteration 15Q (3095.851158 sec): 3 clusters Score: Raw -1321714.429400 + Penalty 1811.188070 = -1319903.241330 nChanged 225 SP:Iteration 16Q (3095.901664 sec): 3 clusters Score: Raw -1321865.501085 + Penalty 1811.188070 = -1320054.313015 nChanged 167 SP:Iteration 17Q (3095.966824 sec): 3 clusters Score: Raw -1321972.602393 + Penalty 1811.188070 = -1320161.414323 nChanged 136 SP:Iteration 18Q (3096.015940 sec): 3 clusters Score: Raw -1322061.513194 + Penalty 1811.188070 = -1320250.325124 nChanged 120 SP:Iteration 19Q (3096.084135 sec): 3 clusters Score: Raw -1322129.612455 + Penalty 1811.188070 = -1320318.424385 nChanged 103 SP:Iteration 20F (3096.143438 sec): 3 clusters Score: Raw -1322187.512106 + Penalty 1811.188070 = -1320376.324036 nChanged 100 SP:Iteration 21Q (3096.206271 sec): 3 clusters Score: Raw -1322235.820612 + Penalty 1811.188070 = -1320424.632542 nChanged 74 SP:Iteration 22Q (3096.259078 sec): 3 clusters Score: Raw -1322269.181621 + Penalty 1811.188070 = -1320457.993552 nChanged 56 SP:Iteration 23Q (3096.330946 sec): 3 clusters Score: Raw -1322293.474390 + Penalty 1811.188070 = -1320482.286320 nChanged 39 SP:Iteration 24Q (3096.389878 sec): 3 clusters Score: Raw -1322311.511663 + Penalty 1811.188070 = -1320500.323593 nChanged 39 SP:Iteration 25Q (3096.452437 sec): 3 clusters Score: Raw -1322327.466121 + Penalty 1811.188070 = -1320516.278052 nChanged 37 SP:Iteration 26Q (3096.517468 sec): 3 clusters Score: Raw -1322343.892049 + Penalty 1811.188070 = -1320532.703980 nChanged 36 SP:Iteration 27Q (3096.565176 sec): 3 clusters Score: Raw -1322359.305389 + Penalty 1811.188070 = -1320548.117319 nChanged 27 SP:Iteration 28Q (3096.631654 sec): 3 clusters Score: Raw -1322372.443732 + Penalty 1811.188070 = -1320561.255662 nChanged 17 SP:Iteration 29Q (3096.682831 sec): 3 clusters Score: Raw -1322380.711001 + Penalty 1811.188070 = -1320569.522931 nChanged 16 SP:Iteration 30Q (3096.752686 sec): 3 clusters Score: Raw -1322387.253063 + Penalty 1811.188070 = -1320576.064994 nChanged 16 SP:Iteration 31Q (3096.812969 sec): 3 clusters Score: Raw -1322392.888063 + Penalty 1811.188070 = -1320581.699993 nChanged 14 SP:Iteration 32Q (3096.863692 sec): 3 clusters Score: Raw -1322397.718629 + Penalty 1811.188070 = -1320586.530559 nChanged 12 SP:Iteration 33Q (3096.921957 sec): 3 clusters Score: Raw -1322401.831104 + Penalty 1811.188070 = -1320590.643034 nChanged 8 SP:Iteration 34Q (3096.987304 sec): 3 clusters Score: Raw -1322404.572977 + Penalty 1811.188070 = -1320593.384907 nChanged 7 SP:Iteration 35Q (3097.041099 sec): 3 clusters Score: Raw -1322406.857503 + Penalty 1811.188070 = -1320595.669434 nChanged 3 SP:Iteration 36Q (3097.103702 sec): 3 clusters Score: Raw -1322407.720995 + Penalty 1811.188070 = -1320596.532925 nChanged 1 SP:Iteration 37Q (3097.170888 sec): 3 clusters Score: Raw -1322407.789152 + Penalty 1811.188070 = -1320596.601082 nChanged 0 SP:Iteration 38F (3097.234094 sec): 3 clusters Score: Raw -1322407.789152 + Penalty 1811.188070 = -1320596.601082 nChanged 0 Trying to split cluster 26 (3347 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3097.265909 sec): 2 clusters Score: Raw -303193.109175 + Penalty 771.002872 = -302422.106304 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3097.317873 sec): 3 clusters Score: Raw -301442.558810 + Penalty 1542.005743 = -299900.553067 nChanged 1364 SP:Iteration 1F (3097.369286 sec): 3 clusters Score: Raw -302282.665673 + Penalty 1542.005743 = -300740.659930 nChanged 296 SP:Iteration 2F (3097.419760 sec): 3 clusters Score: Raw -302517.741570 + Penalty 1542.005743 = -300975.735827 nChanged 267 SP:Iteration 3F (3097.471029 sec): 3 clusters Score: Raw -302755.563559 + Penalty 1542.005743 = -301213.557816 nChanged 251 SP:Iteration 4F (3097.520852 sec): 3 clusters Score: Raw -302951.609272 + Penalty 1542.005743 = -301409.603528 nChanged 187 SP:Iteration 5F (3097.573399 sec): 3 clusters Score: Raw -303107.432991 + Penalty 1542.005743 = -301565.427247 nChanged 153 SP:Iteration 6Q (3097.622293 sec): 3 clusters Score: Raw -303254.692272 + Penalty 1542.005743 = -301712.686529 nChanged 108 SP:Iteration 7Q (3097.671453 sec): 3 clusters Score: Raw -303354.948274 + Penalty 1542.005743 = -301812.942531 nChanged 85 SP:Iteration 8Q (3097.714929 sec): 3 clusters Score: Raw -303410.319618 + Penalty 1542.005743 = -301868.313875 nChanged 37 SP:Iteration 9Q (3097.765954 sec): 3 clusters Score: Raw -303429.858216 + Penalty 1542.005743 = -301887.852473 nChanged 18 SP:Iteration 10Q (3097.806288 sec): 3 clusters Score: Raw -303441.103250 + Penalty 1542.005743 = -301899.097507 nChanged 16 SP:Iteration 11Q (3097.857850 sec): 3 clusters Score: Raw -303450.749858 + Penalty 1542.005743 = -301908.744115 nChanged 14 SP:Iteration 12Q (3097.901674 sec): 3 clusters Score: Raw -303458.247429 + Penalty 1542.005743 = -301916.241686 nChanged 7 SP:Iteration 13Q (3097.953117 sec): 3 clusters Score: Raw -303461.553581 + Penalty 1542.005743 = -301919.547838 nChanged 11 SP:Iteration 14Q (3097.992023 sec): 3 clusters Score: Raw -303465.506296 + Penalty 1542.005743 = -301923.500553 nChanged 8 SP:Iteration 15Q (3098.037618 sec): 3 clusters Score: Raw -303468.661589 + Penalty 1542.005743 = -301926.655846 nChanged 5 SP:Iteration 16Q (3098.082620 sec): 3 clusters Score: Raw -303470.101743 + Penalty 1542.005743 = -301928.096000 nChanged 3 SP:Iteration 17Q (3098.140732 sec): 3 clusters Score: Raw -303471.421575 + Penalty 1542.005743 = -301929.415831 nChanged 4 SP:Iteration 18Q (3098.188867 sec): 3 clusters Score: Raw -303473.749886 + Penalty 1542.005743 = -301931.744143 nChanged 3 SP:Iteration 19Q (3098.227478 sec): 3 clusters Score: Raw -303475.686223 + Penalty 1542.005743 = -301933.680480 nChanged 3 SP:Iteration 20F (3098.276502 sec): 3 clusters Score: Raw -303477.479498 + Penalty 1542.005743 = -301935.473755 nChanged 4 SP:Iteration 21Q (3098.326231 sec): 3 clusters Score: Raw -303483.895888 + Penalty 1542.005743 = -301941.890145 nChanged 9 SP:Iteration 22Q (3098.377391 sec): 3 clusters Score: Raw -303494.184858 + Penalty 1542.005743 = -301952.179115 nChanged 17 SP:Iteration 23Q (3098.428079 sec): 3 clusters Score: Raw -303508.365692 + Penalty 1542.005743 = -301966.359949 nChanged 11 SP:Iteration 24Q (3098.479316 sec): 3 clusters Score: Raw -303515.731502 + Penalty 1542.005743 = -301973.725759 nChanged 14 SP:Iteration 25Q (3098.529918 sec): 3 clusters Score: Raw -303524.064099 + Penalty 1542.005743 = -301982.058356 nChanged 12 SP:Iteration 26Q (3098.578793 sec): 3 clusters Score: Raw -303531.350552 + Penalty 1542.005743 = -301989.344809 nChanged 11 SP:Iteration 27Q (3098.624818 sec): 3 clusters Score: Raw -303537.284303 + Penalty 1542.005743 = -301995.278560 nChanged 9 SP:Iteration 28Q (3098.673458 sec): 3 clusters Score: Raw -303541.147329 + Penalty 1542.005743 = -301999.141586 nChanged 7 SP:Iteration 29Q (3098.722786 sec): 3 clusters Score: Raw -303542.937851 + Penalty 1542.005743 = -302000.932108 nChanged 4 SP:Iteration 30Q (3098.775759 sec): 3 clusters Score: Raw -303543.840314 + Penalty 1542.005743 = -302001.834570 nChanged 1 SP:Iteration 31Q (3098.824046 sec): 3 clusters Score: Raw -303543.980610 + Penalty 1542.005743 = -302001.974867 nChanged 0 SP:Iteration 32F (3098.873257 sec): 3 clusters Score: Raw -303543.980610 + Penalty 1542.005743 = -302001.974867 nChanged 0 Trying to split cluster 27 (4271 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3098.904928 sec): 2 clusters Score: Raw -396593.830414 + Penalty 794.162311 = -395799.668103 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3098.943083 sec): 3 clusters Score: Raw -394233.966717 + Penalty 1588.324621 = -392645.642096 nChanged 1810 SP:Iteration 1F (3098.996417 sec): 3 clusters Score: Raw -395243.516083 + Penalty 1588.324621 = -393655.191462 nChanged 299 SP:Iteration 2F (3099.058671 sec): 3 clusters Score: Raw -395396.174802 + Penalty 1588.324621 = -393807.850180 nChanged 247 SP:Iteration 3F (3099.106313 sec): 3 clusters Score: Raw -395522.658820 + Penalty 1588.324621 = -393934.334199 nChanged 220 SP:Iteration 4F (3099.143974 sec): 3 clusters Score: Raw -395633.042398 + Penalty 1588.324621 = -394044.717777 nChanged 172 SP:Iteration 5Q (3099.203084 sec): 3 clusters Score: Raw -395714.189671 + Penalty 1588.324621 = -394125.865050 nChanged 160 SP:Iteration 6Q (3099.255120 sec): 3 clusters Score: Raw -395789.943986 + Penalty 1588.324621 = -394201.619365 nChanged 129 SP:Iteration 7Q (3099.301444 sec): 3 clusters Score: Raw -395852.461204 + Penalty 1588.324621 = -394264.136582 nChanged 130 SP:Iteration 8Q (3099.350705 sec): 3 clusters Score: Raw -395916.529884 + Penalty 1588.324621 = -394328.205262 nChanged 122 SP:Iteration 9Q (3099.397454 sec): 3 clusters Score: Raw -395967.838494 + Penalty 1588.324621 = -394379.513873 nChanged 102 SP:Iteration 10Q (3099.446486 sec): 3 clusters Score: Raw -396010.181595 + Penalty 1588.324621 = -394421.856973 nChanged 96 SP:Iteration 11Q (3099.498289 sec): 3 clusters Score: Raw -396045.716300 + Penalty 1588.324621 = -394457.391679 nChanged 80 SP:Iteration 12Q (3099.551973 sec): 3 clusters Score: Raw -396084.407592 + Penalty 1588.324621 = -394496.082970 nChanged 85 SP:Iteration 13Q (3099.604787 sec): 3 clusters Score: Raw -396115.411901 + Penalty 1588.324621 = -394527.087280 nChanged 77 SP:Iteration 14Q (3099.660038 sec): 3 clusters Score: Raw -396150.137030 + Penalty 1588.324621 = -394561.812408 nChanged 78 SP:Iteration 15Q (3099.711577 sec): 3 clusters Score: Raw -396185.594272 + Penalty 1588.324621 = -394597.269651 nChanged 77 SP:Iteration 16Q (3099.757648 sec): 3 clusters Score: Raw -396217.000422 + Penalty 1588.324621 = -394628.675801 nChanged 71 SP:Iteration 17Q (3099.804649 sec): 3 clusters Score: Raw -396243.537375 + Penalty 1588.324621 = -394655.212753 nChanged 53 SP:Iteration 18Q (3099.856404 sec): 3 clusters Score: Raw -396264.739810 + Penalty 1588.324621 = -394676.415188 nChanged 55 SP:Iteration 19Q (3099.911750 sec): 3 clusters Score: Raw -396282.142104 + Penalty 1588.324621 = -394693.817483 nChanged 40 SP:Iteration 20F (3099.958984 sec): 3 clusters Score: Raw -396292.988163 + Penalty 1588.324621 = -394704.663541 nChanged 35 SP:Iteration 21Q (3100.009309 sec): 3 clusters Score: Raw -396299.807243 + Penalty 1588.324621 = -394711.482621 nChanged 25 SP:Iteration 22Q (3100.055210 sec): 3 clusters Score: Raw -396305.530499 + Penalty 1588.324621 = -394717.205877 nChanged 15 SP:Iteration 23Q (3100.105682 sec): 3 clusters Score: Raw -396308.854637 + Penalty 1588.324621 = -394720.530016 nChanged 14 SP:Iteration 24Q (3100.159057 sec): 3 clusters Score: Raw -396311.718749 + Penalty 1588.324621 = -394723.394127 nChanged 12 SP:Iteration 25Q (3100.207326 sec): 3 clusters Score: Raw -396314.701606 + Penalty 1588.324621 = -394726.376984 nChanged 14 SP:Iteration 26Q (3100.259665 sec): 3 clusters Score: Raw -396316.900953 + Penalty 1588.324621 = -394728.576332 nChanged 8 SP:Iteration 27Q (3100.300502 sec): 3 clusters Score: Raw -396318.249114 + Penalty 1588.324621 = -394729.924493 nChanged 10 SP:Iteration 28Q (3100.356295 sec): 3 clusters Score: Raw -396320.536443 + Penalty 1588.324621 = -394732.211821 nChanged 17 SP:Iteration 29Q (3100.404913 sec): 3 clusters Score: Raw -396324.677140 + Penalty 1588.324621 = -394736.352519 nChanged 13 SP:Iteration 30Q (3100.450314 sec): 3 clusters Score: Raw -396326.742224 + Penalty 1588.324621 = -394738.417603 nChanged 10 SP:Iteration 31Q (3100.507929 sec): 3 clusters Score: Raw -396327.899786 + Penalty 1588.324621 = -394739.575165 nChanged 8 SP:Iteration 32Q (3100.558155 sec): 3 clusters Score: Raw -396328.875609 + Penalty 1588.324621 = -394740.550988 nChanged 8 SP:Iteration 33Q (3100.611513 sec): 3 clusters Score: Raw -396329.466659 + Penalty 1588.324621 = -394741.142037 nChanged 3 SP:Iteration 34Q (3100.657364 sec): 3 clusters Score: Raw -396329.935868 + Penalty 1588.324621 = -394741.611247 nChanged 1 SP:Iteration 35Q (3100.702679 sec): 3 clusters Score: Raw -396330.393734 + Penalty 1588.324621 = -394742.069112 nChanged 4 SP:Iteration 36Q (3100.743979 sec): 3 clusters Score: Raw -396330.955841 + Penalty 1588.324621 = -394742.631220 nChanged 5 SP:Iteration 37Q (3100.803320 sec): 3 clusters Score: Raw -396331.771371 + Penalty 1588.324621 = -394743.446750 nChanged 6 SP:Iteration 38Q (3100.843643 sec): 3 clusters Score: Raw -396332.543053 + Penalty 1588.324621 = -394744.218432 nChanged 6 SP:Iteration 39Q (3100.893456 sec): 3 clusters Score: Raw -396333.145121 + Penalty 1588.324621 = -394744.820499 nChanged 5 SP:Iteration 40F (3100.935153 sec): 3 clusters Score: Raw -396333.708039 + Penalty 1588.324621 = -394745.383417 nChanged 4 SP:Iteration 41Q (3100.974113 sec): 3 clusters Score: Raw -396334.257876 + Penalty 1588.324621 = -394745.933255 nChanged 8 SP:Iteration 42Q (3101.018848 sec): 3 clusters Score: Raw -396335.681340 + Penalty 1588.324621 = -394747.356718 nChanged 6 SP:Iteration 43Q (3101.071161 sec): 3 clusters Score: Raw -396336.590817 + Penalty 1588.324621 = -394748.266195 nChanged 10 SP:Iteration 44Q (3101.109639 sec): 3 clusters Score: Raw -396338.035215 + Penalty 1588.324621 = -394749.710594 nChanged 11 SP:Iteration 45Q (3101.158035 sec): 3 clusters Score: Raw -396340.098092 + Penalty 1588.324621 = -394751.773470 nChanged 12 SP:Iteration 46Q (3101.190233 sec): 3 clusters Score: Raw -396342.606664 + Penalty 1588.324621 = -394754.282042 nChanged 11 SP:Iteration 47Q (3101.243674 sec): 3 clusters Score: Raw -396344.707469 + Penalty 1588.324621 = -394756.382847 nChanged 10 SP:Iteration 48Q (3101.283332 sec): 3 clusters Score: Raw -396346.370135 + Penalty 1588.324621 = -394758.045513 nChanged 7 SP:Iteration 49Q (3101.323306 sec): 3 clusters Score: Raw -396347.333534 + Penalty 1588.324621 = -394759.008912 nChanged 6 SP:Iteration 50Q (3101.367234 sec): 3 clusters Score: Raw -396348.170097 + Penalty 1588.324621 = -394759.845475 nChanged 2 SP:Iteration 51Q (3101.413530 sec): 3 clusters Score: Raw -396348.631565 + Penalty 1588.324621 = -394760.306944 nChanged 2 SP:Iteration 52Q (3101.456148 sec): 3 clusters Score: Raw -396348.947041 + Penalty 1588.324621 = -394760.622419 nChanged 2 SP:Iteration 53Q (3101.512224 sec): 3 clusters Score: Raw -396349.050622 + Penalty 1588.324621 = -394760.726001 nChanged 2 SP:Iteration 54Q (3101.560557 sec): 3 clusters Score: Raw -396349.327743 + Penalty 1588.324621 = -394761.003122 nChanged 3 SP:Iteration 55Q (3101.603280 sec): 3 clusters Score: Raw -396350.173478 + Penalty 1588.324621 = -394761.848856 nChanged 8 SP:Iteration 56Q (3101.653952 sec): 3 clusters Score: Raw -396351.081511 + Penalty 1588.324621 = -394762.756889 nChanged 2 SP:Iteration 57Q (3101.693997 sec): 3 clusters Score: Raw -396351.301605 + Penalty 1588.324621 = -394762.976983 nChanged 0 SP:Iteration 58F (3101.739966 sec): 3 clusters Score: Raw -396351.301605 + Penalty 1588.324621 = -394762.976983 nChanged 0 Trying to split cluster 28 (781 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3101.768096 sec): 2 clusters Score: Raw -68533.204605 + Penalty 632.754639 = -67900.449966 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3101.815482 sec): 3 clusters Score: Raw -68272.493141 + Penalty 1265.509278 = -67006.983862 nChanged 229 SP:Iteration 1F (3101.857278 sec): 3 clusters Score: Raw -68452.153829 + Penalty 1265.509278 = -67186.644550 nChanged 61 SP:Iteration 2F (3101.895006 sec): 3 clusters Score: Raw -68501.347056 + Penalty 1265.509278 = -67235.837778 nChanged 27 SP:Iteration 3Q (3101.931667 sec): 3 clusters Score: Raw -68522.149902 + Penalty 1265.509278 = -67256.640624 nChanged 20 SP:Iteration 4Q (3101.974183 sec): 3 clusters Score: Raw -68538.437493 + Penalty 1265.509278 = -67272.928214 nChanged 17 SP:Iteration 5Q (3102.017904 sec): 3 clusters Score: Raw -68550.247783 + Penalty 1265.509278 = -67284.738504 nChanged 14 SP:Iteration 6Q (3102.064701 sec): 3 clusters Score: Raw -68566.314025 + Penalty 1265.509278 = -67300.804747 nChanged 20 SP:Iteration 7Q (3102.102065 sec): 3 clusters Score: Raw -68589.716156 + Penalty 1265.509278 = -67324.206877 nChanged 21 SP:Iteration 8Q (3102.150609 sec): 3 clusters Score: Raw -68612.503976 + Penalty 1265.509278 = -67346.994697 nChanged 17 SP:Iteration 9Q (3102.189939 sec): 3 clusters Score: Raw -68625.627139 + Penalty 1265.509278 = -67360.117860 nChanged 11 SP:Iteration 10Q (3102.231867 sec): 3 clusters Score: Raw -68636.500542 + Penalty 1265.509278 = -67370.991264 nChanged 11 SP:Iteration 11Q (3102.269860 sec): 3 clusters Score: Raw -68644.742521 + Penalty 1265.509278 = -67379.233243 nChanged 9 SP:Iteration 12Q (3102.315980 sec): 3 clusters Score: Raw -68654.356439 + Penalty 1265.509278 = -67388.847161 nChanged 10 SP:Iteration 13Q (3102.351113 sec): 3 clusters Score: Raw -68662.327505 + Penalty 1265.509278 = -67396.818227 nChanged 9 SP:Iteration 14Q (3102.395634 sec): 3 clusters Score: Raw -68670.869507 + Penalty 1265.509278 = -67405.360228 nChanged 5 SP:Iteration 15Q (3102.436731 sec): 3 clusters Score: Raw -68676.271817 + Penalty 1265.509278 = -67410.762538 nChanged 5 SP:Iteration 16Q (3102.482570 sec): 3 clusters Score: Raw -68678.522735 + Penalty 1265.509278 = -67413.013457 nChanged 0 SP:Iteration 17F (3102.524476 sec): 3 clusters Score: Raw -68678.522735 + Penalty 1265.509278 = -67413.013457 nChanged 0 Trying to split cluster 29 (21597 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3102.585345 sec): 2 clusters Score: Raw -2079362.798042 + Penalty 948.129421 = -2078414.668621 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3102.646578 sec): 3 clusters Score: Raw -2066000.296824 + Penalty 1896.258842 = -2064104.037982 nChanged 9967 SP:Iteration 1F (3102.724843 sec): 3 clusters Score: Raw -2071816.355889 + Penalty 1896.258842 = -2069920.097047 nChanged 1340 SP:Iteration 2F (3102.788078 sec): 3 clusters Score: Raw -2072667.844420 + Penalty 1896.258842 = -2070771.585578 nChanged 1341 SP:Iteration 3F (3102.867944 sec): 3 clusters Score: Raw -2073664.956217 + Penalty 1896.258842 = -2071768.697375 nChanged 1421 SP:Iteration 4F (3102.932425 sec): 3 clusters Score: Raw -2074838.848348 + Penalty 1896.258842 = -2072942.589506 nChanged 1427 SP:Iteration 5F (3103.010551 sec): 3 clusters Score: Raw -2076069.052065 + Penalty 1896.258842 = -2074172.793223 nChanged 1232 SP:Iteration 6F (3103.075392 sec): 3 clusters Score: Raw -2077018.373573 + Penalty 1896.258842 = -2075122.114730 nChanged 948 SP:Iteration 7Q (3103.158850 sec): 3 clusters Score: Raw -2077539.760643 + Penalty 1896.258842 = -2075643.501801 nChanged 606 SP:Iteration 8Q (3103.228841 sec): 3 clusters Score: Raw -2077787.585072 + Penalty 1896.258842 = -2075891.326230 nChanged 425 SP:Iteration 9Q (3103.294176 sec): 3 clusters Score: Raw -2077920.673691 + Penalty 1896.258842 = -2076024.414849 nChanged 313 SP:Iteration 10Q (3103.366967 sec): 3 clusters Score: Raw -2078010.191830 + Penalty 1896.258842 = -2076113.932988 nChanged 250 SP:Iteration 11Q (3103.440364 sec): 3 clusters Score: Raw -2078082.748964 + Penalty 1896.258842 = -2076186.490122 nChanged 243 SP:Iteration 12Q (3103.511409 sec): 3 clusters Score: Raw -2078159.513806 + Penalty 1896.258842 = -2076263.254964 nChanged 249 SP:Iteration 13Q (3103.573274 sec): 3 clusters Score: Raw -2078238.953208 + Penalty 1896.258842 = -2076342.694366 nChanged 249 SP:Iteration 14Q (3103.656908 sec): 3 clusters Score: Raw -2078314.213194 + Penalty 1896.258842 = -2076417.954352 nChanged 244 SP:Iteration 15Q (3103.719624 sec): 3 clusters Score: Raw -2078391.366592 + Penalty 1896.258842 = -2076495.107750 nChanged 254 SP:Iteration 16Q (3103.785279 sec): 3 clusters Score: Raw -2078478.359904 + Penalty 1896.258842 = -2076582.101062 nChanged 221 SP:Iteration 17Q (3103.863790 sec): 3 clusters Score: Raw -2078552.141975 + Penalty 1896.258842 = -2076655.883133 nChanged 216 SP:Iteration 18Q (3103.940214 sec): 3 clusters Score: Raw -2078626.191412 + Penalty 1896.258842 = -2076729.932570 nChanged 223 SP:Iteration 19Q (3103.993025 sec): 3 clusters Score: Raw -2078709.574711 + Penalty 1896.258842 = -2076813.315869 nChanged 202 SP:Iteration 20F (3104.076902 sec): 3 clusters Score: Raw -2078785.278624 + Penalty 1896.258842 = -2076889.019782 nChanged 219 SP:Iteration 21Q (3104.145793 sec): 3 clusters Score: Raw -2078872.183674 + Penalty 1896.258842 = -2076975.924831 nChanged 204 SP:Iteration 22Q (3104.207879 sec): 3 clusters Score: Raw -2078958.494179 + Penalty 1896.258842 = -2077062.235337 nChanged 186 SP:Iteration 23Q (3104.284455 sec): 3 clusters Score: Raw -2079031.722081 + Penalty 1896.258842 = -2077135.463239 nChanged 153 SP:Iteration 24Q (3104.348781 sec): 3 clusters Score: Raw -2079084.467699 + Penalty 1896.258842 = -2077188.208857 nChanged 124 SP:Iteration 25Q (3104.420406 sec): 3 clusters Score: Raw -2079130.773123 + Penalty 1896.258842 = -2077234.514281 nChanged 113 SP:Iteration 26Q (3104.486780 sec): 3 clusters Score: Raw -2079170.243559 + Penalty 1896.258842 = -2077273.984717 nChanged 99 SP:Iteration 27Q (3104.548378 sec): 3 clusters Score: Raw -2079208.555740 + Penalty 1896.258842 = -2077312.296898 nChanged 105 SP:Iteration 28Q (3104.631809 sec): 3 clusters Score: Raw -2079250.754989 + Penalty 1896.258842 = -2077354.496147 nChanged 102 SP:Iteration 29Q (3104.695133 sec): 3 clusters Score: Raw -2079295.079285 + Penalty 1896.258842 = -2077398.820443 nChanged 94 SP:Iteration 30Q (3104.764156 sec): 3 clusters Score: Raw -2079333.902139 + Penalty 1896.258842 = -2077437.643297 nChanged 87 SP:Iteration 31Q (3104.836770 sec): 3 clusters Score: Raw -2079372.639006 + Penalty 1896.258842 = -2077476.380164 nChanged 80 SP:Iteration 32Q (3104.908406 sec): 3 clusters Score: Raw -2079408.903431 + Penalty 1896.258842 = -2077512.644589 nChanged 59 SP:Iteration 33Q (3104.981026 sec): 3 clusters Score: Raw -2079437.064976 + Penalty 1896.258842 = -2077540.806133 nChanged 55 SP:Iteration 34Q (3105.054072 sec): 3 clusters Score: Raw -2079463.210969 + Penalty 1896.258842 = -2077566.952127 nChanged 43 SP:Iteration 35Q (3105.114600 sec): 3 clusters Score: Raw -2079480.691786 + Penalty 1896.258842 = -2077584.432944 nChanged 39 SP:Iteration 36Q (3105.186931 sec): 3 clusters Score: Raw -2079494.946383 + Penalty 1896.258842 = -2077598.687541 nChanged 37 SP:Iteration 37Q (3105.249545 sec): 3 clusters Score: Raw -2079510.978988 + Penalty 1896.258842 = -2077614.720145 nChanged 44 SP:Iteration 38Q (3105.320994 sec): 3 clusters Score: Raw -2079531.603166 + Penalty 1896.258842 = -2077635.344324 nChanged 39 SP:Iteration 39Q (3105.388409 sec): 3 clusters Score: Raw -2079552.480037 + Penalty 1896.258842 = -2077656.221195 nChanged 43 SP:Iteration 40F (3105.457598 sec): 3 clusters Score: Raw -2079573.067913 + Penalty 1896.258842 = -2077676.809071 nChanged 37 SP:Iteration 41Q (3105.507717 sec): 3 clusters Score: Raw -2079584.474075 + Penalty 1896.258842 = -2077688.215233 nChanged 19 SP:Iteration 42Q (3105.580877 sec): 3 clusters Score: Raw -2079590.182632 + Penalty 1896.258842 = -2077693.923790 nChanged 19 SP:Iteration 43Q (3105.644534 sec): 3 clusters Score: Raw -2079594.939382 + Penalty 1896.258842 = -2077698.680540 nChanged 15 SP:Iteration 44Q (3105.713837 sec): 3 clusters Score: Raw -2079600.440672 + Penalty 1896.258842 = -2077704.181830 nChanged 18 SP:Iteration 45Q (3105.783533 sec): 3 clusters Score: Raw -2079607.431436 + Penalty 1896.258842 = -2077711.172594 nChanged 16 SP:Iteration 46Q (3105.856075 sec): 3 clusters Score: Raw -2079614.127433 + Penalty 1896.258842 = -2077717.868591 nChanged 13 SP:Iteration 47Q (3105.922826 sec): 3 clusters Score: Raw -2079619.939528 + Penalty 1896.258842 = -2077723.680686 nChanged 17 SP:Iteration 48Q (3105.991217 sec): 3 clusters Score: Raw -2079627.278241 + Penalty 1896.258842 = -2077731.019398 nChanged 11 SP:Iteration 49Q (3106.056261 sec): 3 clusters Score: Raw -2079631.585772 + Penalty 1896.258842 = -2077735.326929 nChanged 8 SP:Iteration 50Q (3106.130163 sec): 3 clusters Score: Raw -2079633.595031 + Penalty 1896.258842 = -2077737.336189 nChanged 8 SP:Iteration 51Q (3106.198975 sec): 3 clusters Score: Raw -2079635.872577 + Penalty 1896.258842 = -2077739.613735 nChanged 8 SP:Iteration 52Q (3106.255594 sec): 3 clusters Score: Raw -2079638.699717 + Penalty 1896.258842 = -2077742.440875 nChanged 6 SP:Iteration 53Q (3106.319992 sec): 3 clusters Score: Raw -2079640.369978 + Penalty 1896.258842 = -2077744.111136 nChanged 4 SP:Iteration 54Q (3106.386407 sec): 3 clusters Score: Raw -2079641.206229 + Penalty 1896.258842 = -2077744.947387 nChanged 1 SP:Iteration 55Q (3106.460375 sec): 3 clusters Score: Raw -2079641.563640 + Penalty 1896.258842 = -2077745.304798 nChanged 3 SP:Iteration 56Q (3106.527013 sec): 3 clusters Score: Raw -2079642.146660 + Penalty 1896.258842 = -2077745.887818 nChanged 2 SP:Iteration 57Q (3106.598404 sec): 3 clusters Score: Raw -2079642.511146 + Penalty 1896.258842 = -2077746.252304 nChanged 0 SP:Iteration 58F (3106.654518 sec): 3 clusters Score: Raw -2079642.511146 + Penalty 1896.258842 = -2077746.252304 nChanged 0 Trying to split cluster 30 (13119 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3106.700772 sec): 2 clusters Score: Raw -1237328.390902 + Penalty 900.772600 = -1236427.618302 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3106.765385 sec): 3 clusters Score: Raw -1229313.311673 + Penalty 1801.545200 = -1227511.766474 nChanged 5996 SP:Iteration 1F (3106.818399 sec): 3 clusters Score: Raw -1232696.695384 + Penalty 1801.545200 = -1230895.150184 nChanged 607 SP:Iteration 2Q (3106.883090 sec): 3 clusters Score: Raw -1232901.906540 + Penalty 1801.545200 = -1231100.361340 nChanged 558 SP:Iteration 3Q (3106.957332 sec): 3 clusters Score: Raw -1233128.366553 + Penalty 1801.545200 = -1231326.821354 nChanged 614 SP:Iteration 4Q (3107.018932 sec): 3 clusters Score: Raw -1233397.890198 + Penalty 1801.545200 = -1231596.344998 nChanged 675 SP:Iteration 5F (3107.087397 sec): 3 clusters Score: Raw -1233755.460946 + Penalty 1801.545200 = -1231953.915746 nChanged 719 SP:Iteration 6F (3107.146095 sec): 3 clusters Score: Raw -1234213.566881 + Penalty 1801.545200 = -1232412.021681 nChanged 845 SP:Iteration 7F (3107.211006 sec): 3 clusters Score: Raw -1234847.525341 + Penalty 1801.545200 = -1233045.980142 nChanged 797 SP:Iteration 8F (3107.268330 sec): 3 clusters Score: Raw -1235497.886421 + Penalty 1801.545200 = -1233696.341221 nChanged 726 SP:Iteration 9F (3107.326190 sec): 3 clusters Score: Raw -1236121.695771 + Penalty 1801.545200 = -1234320.150571 nChanged 516 SP:Iteration 10Q (3107.381531 sec): 3 clusters Score: Raw -1236601.358374 + Penalty 1801.545200 = -1234799.813175 nChanged 374 SP:Iteration 11Q (3107.438370 sec): 3 clusters Score: Raw -1236932.665367 + Penalty 1801.545200 = -1235131.120167 nChanged 222 SP:Iteration 12Q (3107.501384 sec): 3 clusters Score: Raw -1237132.587703 + Penalty 1801.545200 = -1235331.042503 nChanged 132 SP:Iteration 13Q (3107.564282 sec): 3 clusters Score: Raw -1237247.059755 + Penalty 1801.545200 = -1235445.514555 nChanged 91 SP:Iteration 14Q (3107.625945 sec): 3 clusters Score: Raw -1237330.560347 + Penalty 1801.545200 = -1235529.015147 nChanged 61 SP:Iteration 15Q (3107.694654 sec): 3 clusters Score: Raw -1237387.253565 + Penalty 1801.545200 = -1235585.708365 nChanged 41 SP:Iteration 16Q (3107.758575 sec): 3 clusters Score: Raw -1237421.677871 + Penalty 1801.545200 = -1235620.132671 nChanged 26 SP:Iteration 17Q (3107.815152 sec): 3 clusters Score: Raw -1237442.859011 + Penalty 1801.545200 = -1235641.313811 nChanged 11 SP:Iteration 18Q (3107.872100 sec): 3 clusters Score: Raw -1237450.330184 + Penalty 1801.545200 = -1235648.784985 nChanged 8 SP:Iteration 19Q (3107.927872 sec): 3 clusters Score: Raw -1237458.395960 + Penalty 1801.545200 = -1235656.850761 nChanged 9 SP:Iteration 20F (3107.980480 sec): 3 clusters Score: Raw -1237469.384244 + Penalty 1801.545200 = -1235667.839044 nChanged 8 SP:Iteration 21Q (3108.038539 sec): 3 clusters Score: Raw -1237475.504455 + Penalty 1801.545200 = -1235673.959256 nChanged 9 SP:Iteration 22Q (3108.111168 sec): 3 clusters Score: Raw -1237483.401535 + Penalty 1801.545200 = -1235681.856335 nChanged 4 SP:Iteration 23Q (3108.166097 sec): 3 clusters Score: Raw -1237486.529695 + Penalty 1801.545200 = -1235684.984495 nChanged 0 SP:Iteration 24F (3108.218769 sec): 3 clusters Score: Raw -1237486.529695 + Penalty 1801.545200 = -1235684.984495 nChanged 0 Trying to split cluster 31 (9127 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3108.253652 sec): 2 clusters Score: Raw -842477.433910 + Penalty 866.304272 = -841611.129638 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3108.296705 sec): 3 clusters Score: Raw -836989.286419 + Penalty 1732.608543 = -835256.677876 nChanged 4122 SP:Iteration 1F (3108.338777 sec): 3 clusters Score: Raw -839328.931070 + Penalty 1732.608543 = -837596.322526 nChanged 528 SP:Iteration 2F (3108.394419 sec): 3 clusters Score: Raw -839566.899309 + Penalty 1732.608543 = -837834.290765 nChanged 484 SP:Iteration 3F (3108.445238 sec): 3 clusters Score: Raw -839792.060919 + Penalty 1732.608543 = -838059.452376 nChanged 453 SP:Iteration 4Q (3108.509390 sec): 3 clusters Score: Raw -840008.361960 + Penalty 1732.608543 = -838275.753417 nChanged 424 SP:Iteration 5Q (3108.552155 sec): 3 clusters Score: Raw -840230.129154 + Penalty 1732.608543 = -838497.520611 nChanged 419 SP:Iteration 6Q (3108.606229 sec): 3 clusters Score: Raw -840486.265462 + Penalty 1732.608543 = -838753.656919 nChanged 431 SP:Iteration 7Q (3108.655366 sec): 3 clusters Score: Raw -840772.708619 + Penalty 1732.608543 = -839040.100076 nChanged 409 SP:Iteration 8Q (3108.706357 sec): 3 clusters Score: Raw -841008.795958 + Penalty 1732.608543 = -839276.187415 nChanged 330 SP:Iteration 9Q (3108.770066 sec): 3 clusters Score: Raw -841140.492715 + Penalty 1732.608543 = -839407.884171 nChanged 209 SP:Iteration 10Q (3108.814878 sec): 3 clusters Score: Raw -841200.099948 + Penalty 1732.608543 = -839467.491404 nChanged 139 SP:Iteration 11Q (3108.875288 sec): 3 clusters Score: Raw -841230.739380 + Penalty 1732.608543 = -839498.130837 nChanged 91 SP:Iteration 12Q (3108.926967 sec): 3 clusters Score: Raw -841252.516836 + Penalty 1732.608543 = -839519.908292 nChanged 76 SP:Iteration 13Q (3108.989544 sec): 3 clusters Score: Raw -841272.439792 + Penalty 1732.608543 = -839539.831248 nChanged 83 SP:Iteration 14Q (3109.039984 sec): 3 clusters Score: Raw -841291.820651 + Penalty 1732.608543 = -839559.212108 nChanged 87 SP:Iteration 15Q (3109.085743 sec): 3 clusters Score: Raw -841308.951631 + Penalty 1732.608543 = -839576.343088 nChanged 67 SP:Iteration 16Q (3109.129656 sec): 3 clusters Score: Raw -841323.100823 + Penalty 1732.608543 = -839590.492280 nChanged 73 SP:Iteration 17Q (3109.177043 sec): 3 clusters Score: Raw -841338.250462 + Penalty 1732.608543 = -839605.641918 nChanged 70 SP:Iteration 18Q (3109.231822 sec): 3 clusters Score: Raw -841351.472344 + Penalty 1732.608543 = -839618.863800 nChanged 62 SP:Iteration 19Q (3109.287428 sec): 3 clusters Score: Raw -841362.904047 + Penalty 1732.608543 = -839630.295503 nChanged 69 SP:Iteration 20F (3109.345682 sec): 3 clusters Score: Raw -841378.097529 + Penalty 1732.608543 = -839645.488986 nChanged 72 SP:Iteration 21Q (3109.396737 sec): 3 clusters Score: Raw -841395.361893 + Penalty 1732.608543 = -839662.753350 nChanged 93 SP:Iteration 22Q (3109.442665 sec): 3 clusters Score: Raw -841422.832973 + Penalty 1732.608543 = -839690.224430 nChanged 94 SP:Iteration 23Q (3109.495718 sec): 3 clusters Score: Raw -841447.780648 + Penalty 1732.608543 = -839715.172105 nChanged 100 SP:Iteration 24Q (3109.560223 sec): 3 clusters Score: Raw -841475.180447 + Penalty 1732.608543 = -839742.571904 nChanged 100 SP:Iteration 25Q (3109.609075 sec): 3 clusters Score: Raw -841503.668547 + Penalty 1732.608543 = -839771.060004 nChanged 86 SP:Iteration 26Q (3109.662849 sec): 3 clusters Score: Raw -841524.885970 + Penalty 1732.608543 = -839792.277426 nChanged 101 SP:Iteration 27Q (3109.720747 sec): 3 clusters Score: Raw -841553.298325 + Penalty 1732.608543 = -839820.689782 nChanged 92 SP:Iteration 28Q (3109.764842 sec): 3 clusters Score: Raw -841581.481022 + Penalty 1732.608543 = -839848.872479 nChanged 92 SP:Iteration 29Q (3109.816756 sec): 3 clusters Score: Raw -841607.970801 + Penalty 1732.608543 = -839875.362258 nChanged 110 SP:Iteration 30Q (3109.872783 sec): 3 clusters Score: Raw -841641.001490 + Penalty 1732.608543 = -839908.392947 nChanged 117 SP:Iteration 31Q (3109.928533 sec): 3 clusters Score: Raw -841684.710301 + Penalty 1732.608543 = -839952.101758 nChanged 117 SP:Iteration 32Q (3109.986076 sec): 3 clusters Score: Raw -841722.671185 + Penalty 1732.608543 = -839990.062642 nChanged 105 SP:Iteration 33Q (3110.037073 sec): 3 clusters Score: Raw -841755.942511 + Penalty 1732.608543 = -840023.333968 nChanged 113 SP:Iteration 34Q (3110.086756 sec): 3 clusters Score: Raw -841793.281838 + Penalty 1732.608543 = -840060.673295 nChanged 122 SP:Iteration 35Q (3110.145820 sec): 3 clusters Score: Raw -841828.842335 + Penalty 1732.608543 = -840096.233792 nChanged 102 SP:Iteration 36Q (3110.195886 sec): 3 clusters Score: Raw -841857.139628 + Penalty 1732.608543 = -840124.531085 nChanged 97 SP:Iteration 37Q (3110.259388 sec): 3 clusters Score: Raw -841887.604362 + Penalty 1732.608543 = -840154.995819 nChanged 107 SP:Iteration 38Q (3110.313612 sec): 3 clusters Score: Raw -841922.582469 + Penalty 1732.608543 = -840189.973926 nChanged 105 SP:Iteration 39Q (3110.371183 sec): 3 clusters Score: Raw -841957.376399 + Penalty 1732.608543 = -840224.767856 nChanged 92 SP:Iteration 40F (3110.416128 sec): 3 clusters Score: Raw -841986.809513 + Penalty 1732.608543 = -840254.200970 nChanged 87 SP:Iteration 41Q (3110.476250 sec): 3 clusters Score: Raw -842013.468281 + Penalty 1732.608543 = -840280.859738 nChanged 77 SP:Iteration 42Q (3110.526123 sec): 3 clusters Score: Raw -842036.313161 + Penalty 1732.608543 = -840303.704617 nChanged 73 SP:Iteration 43Q (3110.584092 sec): 3 clusters Score: Raw -842061.824087 + Penalty 1732.608543 = -840329.215544 nChanged 83 SP:Iteration 44Q (3110.646488 sec): 3 clusters Score: Raw -842090.693419 + Penalty 1732.608543 = -840358.084875 nChanged 74 SP:Iteration 45Q (3110.700402 sec): 3 clusters Score: Raw -842115.428706 + Penalty 1732.608543 = -840382.820162 nChanged 65 SP:Iteration 46Q (3110.755216 sec): 3 clusters Score: Raw -842140.528979 + Penalty 1732.608543 = -840407.920436 nChanged 77 SP:Iteration 47Q (3110.810581 sec): 3 clusters Score: Raw -842177.694824 + Penalty 1732.608543 = -840445.086281 nChanged 99 SP:Iteration 48Q (3110.872619 sec): 3 clusters Score: Raw -842221.863743 + Penalty 1732.608543 = -840489.255200 nChanged 96 SP:Iteration 49Q (3110.917619 sec): 3 clusters Score: Raw -842273.425939 + Penalty 1732.608543 = -840540.817396 nChanged 100 SP:Iteration 50Q (3110.961722 sec): 3 clusters Score: Raw -842324.010816 + Penalty 1732.608543 = -840591.402273 nChanged 86 SP:Iteration 51Q (3111.028442 sec): 3 clusters Score: Raw -842367.499027 + Penalty 1732.608543 = -840634.890484 nChanged 87 SP:Iteration 52Q (3111.081542 sec): 3 clusters Score: Raw -842408.570884 + Penalty 1732.608543 = -840675.962341 nChanged 73 SP:Iteration 53Q (3111.138319 sec): 3 clusters Score: Raw -842436.618916 + Penalty 1732.608543 = -840704.010372 nChanged 76 SP:Iteration 54Q (3111.193133 sec): 3 clusters Score: Raw -842467.991088 + Penalty 1732.608543 = -840735.382545 nChanged 62 SP:Iteration 55Q (3111.253236 sec): 3 clusters Score: Raw -842490.610305 + Penalty 1732.608543 = -840758.001761 nChanged 62 SP:Iteration 56Q (3111.296918 sec): 3 clusters Score: Raw -842512.655260 + Penalty 1732.608543 = -840780.046717 nChanged 44 SP:Iteration 57Q (3111.356213 sec): 3 clusters Score: Raw -842526.393326 + Penalty 1732.608543 = -840793.784783 nChanged 36 SP:Iteration 58Q (3111.402657 sec): 3 clusters Score: Raw -842538.628074 + Penalty 1732.608543 = -840806.019530 nChanged 30 SP:Iteration 59Q (3111.465949 sec): 3 clusters Score: Raw -842550.235136 + Penalty 1732.608543 = -840817.626592 nChanged 27 SP:Iteration 60F (3111.511912 sec): 3 clusters Score: Raw -842558.198626 + Penalty 1732.608543 = -840825.590083 nChanged 21 SP:Iteration 61Q (3111.573915 sec): 3 clusters Score: Raw -842562.785768 + Penalty 1732.608543 = -840830.177225 nChanged 15 SP:Iteration 62Q (3111.618310 sec): 3 clusters Score: Raw -842566.021195 + Penalty 1732.608543 = -840833.412652 nChanged 9 SP:Iteration 63Q (3111.687245 sec): 3 clusters Score: Raw -842567.876093 + Penalty 1732.608543 = -840835.267550 nChanged 12 SP:Iteration 64Q (3111.738764 sec): 3 clusters Score: Raw -842571.002229 + Penalty 1732.608543 = -840838.393686 nChanged 9 SP:Iteration 65Q (3111.795575 sec): 3 clusters Score: Raw -842573.160346 + Penalty 1732.608543 = -840840.551802 nChanged 7 SP:Iteration 66Q (3111.840069 sec): 3 clusters Score: Raw -842574.343425 + Penalty 1732.608543 = -840841.734881 nChanged 3 SP:Iteration 67Q (3111.896982 sec): 3 clusters Score: Raw -842575.145500 + Penalty 1732.608543 = -840842.536956 nChanged 4 SP:Iteration 68Q (3111.955264 sec): 3 clusters Score: Raw -842576.445150 + Penalty 1732.608543 = -840843.836607 nChanged 7 SP:Iteration 69Q (3112.004680 sec): 3 clusters Score: Raw -842578.892663 + Penalty 1732.608543 = -840846.284120 nChanged 6 SP:Iteration 70Q (3112.067214 sec): 3 clusters Score: Raw -842580.155071 + Penalty 1732.608543 = -840847.546528 nChanged 3 SP:Iteration 71Q (3112.119730 sec): 3 clusters Score: Raw -842580.967781 + Penalty 1732.608543 = -840848.359238 nChanged 2 SP:Iteration 72Q (3112.164622 sec): 3 clusters Score: Raw -842581.433200 + Penalty 1732.608543 = -840848.824657 nChanged 1 SP:Iteration 73Q (3112.219575 sec): 3 clusters Score: Raw -842581.521032 + Penalty 1732.608543 = -840848.912489 nChanged 2 SP:Iteration 74Q (3112.279654 sec): 3 clusters Score: Raw -842581.895733 + Penalty 1732.608543 = -840849.287190 nChanged 2 SP:Iteration 75Q (3112.332636 sec): 3 clusters Score: Raw -842582.226021 + Penalty 1732.608543 = -840849.617477 nChanged 6 SP:Iteration 76Q (3112.378295 sec): 3 clusters Score: Raw -842583.918329 + Penalty 1732.608543 = -840851.309786 nChanged 6 SP:Iteration 77Q (3112.435373 sec): 3 clusters Score: Raw -842585.352677 + Penalty 1732.608543 = -840852.744133 nChanged 5 SP:Iteration 78Q (3112.492879 sec): 3 clusters Score: Raw -842586.509614 + Penalty 1732.608543 = -840853.901070 nChanged 6 SP:Iteration 79Q (3112.539653 sec): 3 clusters Score: Raw -842588.257986 + Penalty 1732.608543 = -840855.649443 nChanged 10 SP:Iteration 80F (3112.596170 sec): 3 clusters Score: Raw -842590.602389 + Penalty 1732.608543 = -840857.993846 nChanged 9 SP:Iteration 81Q (3112.660675 sec): 3 clusters Score: Raw -842593.165287 + Penalty 1732.608543 = -840860.556744 nChanged 11 SP:Iteration 82Q (3112.716131 sec): 3 clusters Score: Raw -842597.574126 + Penalty 1732.608543 = -840864.965583 nChanged 12 SP:Iteration 83Q (3112.773073 sec): 3 clusters Score: Raw -842601.685543 + Penalty 1732.608543 = -840869.076999 nChanged 13 SP:Iteration 84Q (3112.824664 sec): 3 clusters Score: Raw -842606.072948 + Penalty 1732.608543 = -840873.464405 nChanged 14 SP:Iteration 85Q (3112.884013 sec): 3 clusters Score: Raw -842609.691839 + Penalty 1732.608543 = -840877.083295 nChanged 10 SP:Iteration 86Q (3112.932386 sec): 3 clusters Score: Raw -842611.863737 + Penalty 1732.608543 = -840879.255193 nChanged 8 SP:Iteration 87Q (3112.995394 sec): 3 clusters Score: Raw -842613.320194 + Penalty 1732.608543 = -840880.711651 nChanged 6 SP:Iteration 88Q (3113.040179 sec): 3 clusters Score: Raw -842614.088949 + Penalty 1732.608543 = -840881.480405 nChanged 5 SP:Iteration 89Q (3113.092773 sec): 3 clusters Score: Raw -842614.729998 + Penalty 1732.608543 = -840882.121455 nChanged 3 SP:Iteration 90Q (3113.160550 sec): 3 clusters Score: Raw -842615.125148 + Penalty 1732.608543 = -840882.516605 nChanged 3 SP:Iteration 91Q (3113.213429 sec): 3 clusters Score: Raw -842616.072910 + Penalty 1732.608543 = -840883.464367 nChanged 3 SP:Iteration 92Q (3113.268396 sec): 3 clusters Score: Raw -842617.189386 + Penalty 1732.608543 = -840884.580843 nChanged 3 SP:Iteration 93Q (3113.314829 sec): 3 clusters Score: Raw -842617.607638 + Penalty 1732.608543 = -840884.999095 nChanged 2 SP:Iteration 94Q (3113.379042 sec): 3 clusters Score: Raw -842617.996274 + Penalty 1732.608543 = -840885.387731 nChanged 0 SP:Iteration 95F (3113.429170 sec): 3 clusters Score: Raw -842617.996274 + Penalty 1732.608543 = -840885.387731 nChanged 0 Trying to split cluster 32 (2550 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3113.456843 sec): 2 clusters Score: Raw -246524.616341 + Penalty 745.165621 = -245779.450720 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3113.511925 sec): 3 clusters Score: Raw -245228.555443 + Penalty 1490.331241 = -243738.224202 nChanged 1008 SP:Iteration 1F (3113.549296 sec): 3 clusters Score: Raw -245759.559440 + Penalty 1490.331241 = -244269.228199 nChanged 172 SP:Iteration 2F (3113.602515 sec): 3 clusters Score: Raw -245855.676389 + Penalty 1490.331241 = -244365.345148 nChanged 122 SP:Iteration 3Q (3113.645145 sec): 3 clusters Score: Raw -245916.095338 + Penalty 1490.331241 = -244425.764097 nChanged 97 SP:Iteration 4Q (3113.698562 sec): 3 clusters Score: Raw -245961.166862 + Penalty 1490.331241 = -244470.835621 nChanged 78 SP:Iteration 5Q (3113.748541 sec): 3 clusters Score: Raw -245994.636697 + Penalty 1490.331241 = -244504.305455 nChanged 75 SP:Iteration 6Q (3113.787358 sec): 3 clusters Score: Raw -246026.076230 + Penalty 1490.331241 = -244535.744988 nChanged 63 SP:Iteration 7Q (3113.837068 sec): 3 clusters Score: Raw -246058.123313 + Penalty 1490.331241 = -244567.792071 nChanged 71 SP:Iteration 8Q (3113.890763 sec): 3 clusters Score: Raw -246086.668977 + Penalty 1490.331241 = -244596.337736 nChanged 48 SP:Iteration 9Q (3113.944998 sec): 3 clusters Score: Raw -246107.498175 + Penalty 1490.331241 = -244617.166934 nChanged 43 SP:Iteration 10Q (3113.993038 sec): 3 clusters Score: Raw -246127.829888 + Penalty 1490.331241 = -244637.498646 nChanged 36 SP:Iteration 11Q (3114.034854 sec): 3 clusters Score: Raw -246147.912787 + Penalty 1490.331241 = -244657.581546 nChanged 43 SP:Iteration 12Q (3114.087168 sec): 3 clusters Score: Raw -246168.592710 + Penalty 1490.331241 = -244678.261469 nChanged 47 SP:Iteration 13Q (3114.138219 sec): 3 clusters Score: Raw -246195.037141 + Penalty 1490.331241 = -244704.705899 nChanged 46 SP:Iteration 14Q (3114.185305 sec): 3 clusters Score: Raw -246221.776648 + Penalty 1490.331241 = -244731.445406 nChanged 53 SP:Iteration 15Q (3114.231841 sec): 3 clusters Score: Raw -246254.717152 + Penalty 1490.331241 = -244764.385911 nChanged 51 SP:Iteration 16Q (3114.284839 sec): 3 clusters Score: Raw -246283.867308 + Penalty 1490.331241 = -244793.536067 nChanged 45 SP:Iteration 17Q (3114.339393 sec): 3 clusters Score: Raw -246306.233290 + Penalty 1490.331241 = -244815.902048 nChanged 45 SP:Iteration 18Q (3114.390593 sec): 3 clusters Score: Raw -246333.134097 + Penalty 1490.331241 = -244842.802856 nChanged 45 SP:Iteration 19Q (3114.439190 sec): 3 clusters Score: Raw -246362.840875 + Penalty 1490.331241 = -244872.509633 nChanged 43 SP:Iteration 20F (3114.486901 sec): 3 clusters Score: Raw -246384.580060 + Penalty 1490.331241 = -244894.248819 nChanged 24 SP:Iteration 21Q (3114.538882 sec): 3 clusters Score: Raw -246399.135145 + Penalty 1490.331241 = -244908.803903 nChanged 18 SP:Iteration 22Q (3114.579415 sec): 3 clusters Score: Raw -246409.044499 + Penalty 1490.331241 = -244918.713258 nChanged 19 SP:Iteration 23Q (3114.636551 sec): 3 clusters Score: Raw -246423.140579 + Penalty 1490.331241 = -244932.809338 nChanged 19 SP:Iteration 24Q (3114.682754 sec): 3 clusters Score: Raw -246433.469982 + Penalty 1490.331241 = -244943.138741 nChanged 21 SP:Iteration 25Q (3114.733034 sec): 3 clusters Score: Raw -246442.869662 + Penalty 1490.331241 = -244952.538420 nChanged 16 SP:Iteration 26Q (3114.770665 sec): 3 clusters Score: Raw -246452.097142 + Penalty 1490.331241 = -244961.765900 nChanged 17 SP:Iteration 27Q (3114.829599 sec): 3 clusters Score: Raw -246460.334942 + Penalty 1490.331241 = -244970.003700 nChanged 9 SP:Iteration 28Q (3114.874295 sec): 3 clusters Score: Raw -246463.058908 + Penalty 1490.331241 = -244972.727667 nChanged 8 SP:Iteration 29Q (3114.917148 sec): 3 clusters Score: Raw -246464.942591 + Penalty 1490.331241 = -244974.611349 nChanged 6 SP:Iteration 30Q (3114.964393 sec): 3 clusters Score: Raw -246467.813171 + Penalty 1490.331241 = -244977.481930 nChanged 6 SP:Iteration 31Q (3115.007387 sec): 3 clusters Score: Raw -246470.563661 + Penalty 1490.331241 = -244980.232420 nChanged 7 SP:Iteration 32Q (3115.049727 sec): 3 clusters Score: Raw -246472.962821 + Penalty 1490.331241 = -244982.631580 nChanged 6 SP:Iteration 33Q (3115.100914 sec): 3 clusters Score: Raw -246476.119226 + Penalty 1490.331241 = -244985.787985 nChanged 3 SP:Iteration 34Q (3115.137759 sec): 3 clusters Score: Raw -246477.467416 + Penalty 1490.331241 = -244987.136174 nChanged 5 SP:Iteration 35Q (3115.178907 sec): 3 clusters Score: Raw -246479.730377 + Penalty 1490.331241 = -244989.399135 nChanged 10 SP:Iteration 36Q (3115.224135 sec): 3 clusters Score: Raw -246483.882199 + Penalty 1490.331241 = -244993.550958 nChanged 10 SP:Iteration 37Q (3115.274609 sec): 3 clusters Score: Raw -246486.060042 + Penalty 1490.331241 = -244995.728801 nChanged 5 SP:Iteration 38Q (3115.311628 sec): 3 clusters Score: Raw -246487.127935 + Penalty 1490.331241 = -244996.796694 nChanged 3 SP:Iteration 39Q (3115.358537 sec): 3 clusters Score: Raw -246488.229621 + Penalty 1490.331241 = -244997.898380 nChanged 3 SP:Iteration 40F (3115.392847 sec): 3 clusters Score: Raw -246488.675860 + Penalty 1490.331241 = -244998.344619 nChanged 3 SP:Iteration 41Q (3115.440739 sec): 3 clusters Score: Raw -246489.484799 + Penalty 1490.331241 = -244999.153558 nChanged 0 SP:Iteration 42F (3115.492843 sec): 3 clusters Score: Raw -246489.484799 + Penalty 1490.331241 = -244999.153558 nChanged 0 Trying to split cluster 33 (3376 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3115.510500 sec): 2 clusters Score: Raw -291957.498007 + Penalty 771.822451 = -291185.675556 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3115.563015 sec): 3 clusters Score: Raw -290132.970386 + Penalty 1543.644903 = -288589.325483 nChanged 1416 SP:Iteration 1F (3115.601294 sec): 3 clusters Score: Raw -291118.621935 + Penalty 1543.644903 = -289574.977032 nChanged 357 SP:Iteration 2F (3115.650876 sec): 3 clusters Score: Raw -291469.505375 + Penalty 1543.644903 = -289925.860472 nChanged 292 SP:Iteration 3F (3115.691181 sec): 3 clusters Score: Raw -291776.700148 + Penalty 1543.644903 = -290233.055245 nChanged 260 SP:Iteration 4F (3115.738043 sec): 3 clusters Score: Raw -292071.727767 + Penalty 1543.644903 = -290528.082864 nChanged 234 SP:Iteration 5F (3115.779239 sec): 3 clusters Score: Raw -292370.769725 + Penalty 1543.644903 = -290827.124823 nChanged 203 SP:Iteration 6F (3115.823000 sec): 3 clusters Score: Raw -292538.030722 + Penalty 1543.644903 = -290994.385819 nChanged 110 SP:Iteration 7Q (3115.871319 sec): 3 clusters Score: Raw -292604.803370 + Penalty 1543.644903 = -291061.158467 nChanged 68 SP:Iteration 8Q (3115.915531 sec): 3 clusters Score: Raw -292625.033481 + Penalty 1543.644903 = -291081.388578 nChanged 25 SP:Iteration 9Q (3115.953611 sec): 3 clusters Score: Raw -292631.119094 + Penalty 1543.644903 = -291087.474191 nChanged 8 SP:Iteration 10Q (3115.997264 sec): 3 clusters Score: Raw -292633.897575 + Penalty 1543.644903 = -291090.252673 nChanged 11 SP:Iteration 11Q (3116.054001 sec): 3 clusters Score: Raw -292636.165001 + Penalty 1543.644903 = -291092.520098 nChanged 5 SP:Iteration 12Q (3116.091874 sec): 3 clusters Score: Raw -292637.959342 + Penalty 1543.644903 = -291094.314439 nChanged 7 SP:Iteration 13Q (3116.134861 sec): 3 clusters Score: Raw -292639.617179 + Penalty 1543.644903 = -291095.972276 nChanged 8 SP:Iteration 14Q (3116.180358 sec): 3 clusters Score: Raw -292641.931474 + Penalty 1543.644903 = -291098.286572 nChanged 6 SP:Iteration 15Q (3116.226284 sec): 3 clusters Score: Raw -292642.837510 + Penalty 1543.644903 = -291099.192608 nChanged 3 SP:Iteration 16Q (3116.274385 sec): 3 clusters Score: Raw -292643.319664 + Penalty 1543.644903 = -291099.674761 nChanged 2 SP:Iteration 17Q (3116.313971 sec): 3 clusters Score: Raw -292643.865290 + Penalty 1543.644903 = -291100.220387 nChanged 1 SP:Iteration 18Q (3116.358108 sec): 3 clusters Score: Raw -292643.966918 + Penalty 1543.644903 = -291100.322015 nChanged 0 SP:Iteration 19F (3116.405286 sec): 3 clusters Score: Raw -292643.966918 + Penalty 1543.644903 = -291100.322015 nChanged 0 Trying to split cluster 34 (289198 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3116.696146 sec): 2 clusters Score: Raw -27596173.146006 + Penalty 1194.612351 = -27594978.533655 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3117.106960 sec): 3 clusters Score: Raw -27401318.609779 + Penalty 2389.224702 = -27398929.385077 nChanged 141906 SP:Iteration 1F (3117.507354 sec): 3 clusters Score: Raw -27493107.712090 + Penalty 2389.224702 = -27490718.487388 nChanged 13898 SP:Iteration 2Q (3117.938823 sec): 3 clusters Score: Raw -27499425.726277 + Penalty 2389.224702 = -27497036.501575 nChanged 16282 SP:Iteration 3F (3118.340387 sec): 3 clusters Score: Raw -27508953.760978 + Penalty 2389.224702 = -27506564.536276 nChanged 18934 SP:Iteration 4F (3118.742778 sec): 3 clusters Score: Raw -27522470.044909 + Penalty 2389.224702 = -27520080.820207 nChanged 19720 SP:Iteration 5F (3119.145090 sec): 3 clusters Score: Raw -27537145.436407 + Penalty 2389.224702 = -27534756.211705 nChanged 17604 SP:Iteration 6F (3119.541191 sec): 3 clusters Score: Raw -27547754.618696 + Penalty 2389.224702 = -27545365.393994 nChanged 12489 SP:Iteration 7Q (3119.956005 sec): 3 clusters Score: Raw -27552410.719955 + Penalty 2389.224702 = -27550021.495253 nChanged 7349 SP:Iteration 8Q (3120.361538 sec): 3 clusters Score: Raw -27554040.556056 + Penalty 2389.224702 = -27551651.331354 nChanged 4285 SP:Iteration 9Q (3120.780569 sec): 3 clusters Score: Raw -27554800.785994 + Penalty 2389.224702 = -27552411.561292 nChanged 3150 SP:Iteration 10Q (3121.205362 sec): 3 clusters Score: Raw -27555350.777315 + Penalty 2389.224702 = -27552961.552612 nChanged 2875 SP:Iteration 11Q (3121.633047 sec): 3 clusters Score: Raw -27555885.441590 + Penalty 2389.224702 = -27553496.216888 nChanged 2937 SP:Iteration 12Q (3122.036785 sec): 3 clusters Score: Raw -27556448.130486 + Penalty 2389.224702 = -27554058.905783 nChanged 2974 SP:Iteration 13Q (3122.443333 sec): 3 clusters Score: Raw -27557046.984593 + Penalty 2389.224702 = -27554657.759891 nChanged 3102 SP:Iteration 14Q (3122.851851 sec): 3 clusters Score: Raw -27557694.577323 + Penalty 2389.224702 = -27555305.352620 nChanged 3299 SP:Iteration 15Q (3123.272750 sec): 3 clusters Score: Raw -27558411.180694 + Penalty 2389.224702 = -27556021.955992 nChanged 3390 SP:Iteration 16Q (3123.690171 sec): 3 clusters Score: Raw -27559154.500530 + Penalty 2389.224702 = -27556765.275828 nChanged 3422 SP:Iteration 17Q (3124.104170 sec): 3 clusters Score: Raw -27559941.925191 + Penalty 2389.224702 = -27557552.700489 nChanged 3655 SP:Iteration 18Q (3124.511189 sec): 3 clusters Score: Raw -27560813.518897 + Penalty 2389.224702 = -27558424.294195 nChanged 3737 SP:Iteration 19Q (3124.920532 sec): 3 clusters Score: Raw -27561731.982613 + Penalty 2389.224702 = -27559342.757910 nChanged 3866 SP:Iteration 20F (3125.324390 sec): 3 clusters Score: Raw -27562701.381184 + Penalty 2389.224702 = -27560312.156482 nChanged 3943 SP:Iteration 21Q (3125.734231 sec): 3 clusters Score: Raw -27563717.014824 + Penalty 2389.224702 = -27561327.790122 nChanged 4074 SP:Iteration 22Q (3126.138821 sec): 3 clusters Score: Raw -27564804.128216 + Penalty 2389.224702 = -27562414.903514 nChanged 4221 SP:Iteration 23Q (3126.547234 sec): 3 clusters Score: Raw -27565959.689796 + Penalty 2389.224702 = -27563570.465094 nChanged 4253 SP:Iteration 24Q (3126.974105 sec): 3 clusters Score: Raw -27567150.081752 + Penalty 2389.224702 = -27564760.857050 nChanged 4288 SP:Iteration 25Q (3127.380877 sec): 3 clusters Score: Raw -27568374.555009 + Penalty 2389.224702 = -27565985.330307 nChanged 4363 SP:Iteration 26Q (3127.785877 sec): 3 clusters Score: Raw -27569637.906051 + Penalty 2389.224702 = -27567248.681349 nChanged 4336 SP:Iteration 27Q (3128.196528 sec): 3 clusters Score: Raw -27570908.528526 + Penalty 2389.224702 = -27568519.303824 nChanged 4387 SP:Iteration 28Q (3128.583315 sec): 3 clusters Score: Raw -27572214.337974 + Penalty 2389.224702 = -27569825.113271 nChanged 4359 SP:Iteration 29Q (3128.975676 sec): 3 clusters Score: Raw -27573537.236925 + Penalty 2389.224702 = -27571148.012223 nChanged 4271 SP:Iteration 30Q (3129.353935 sec): 3 clusters Score: Raw -27574858.121995 + Penalty 2389.224702 = -27572468.897292 nChanged 4180 SP:Iteration 31Q (3129.742958 sec): 3 clusters Score: Raw -27576199.709593 + Penalty 2389.224702 = -27573810.484891 nChanged 4192 SP:Iteration 32Q (3130.134882 sec): 3 clusters Score: Raw -27577599.089911 + Penalty 2389.224702 = -27575209.865209 nChanged 4174 SP:Iteration 33Q (3130.531958 sec): 3 clusters Score: Raw -27579046.215572 + Penalty 2389.224702 = -27576656.990870 nChanged 3934 SP:Iteration 34Q (3130.891863 sec): 3 clusters Score: Raw -27580399.262097 + Penalty 2389.224702 = -27578010.037394 nChanged 3699 SP:Iteration 35Q (3131.253285 sec): 3 clusters Score: Raw -27581682.731342 + Penalty 2389.224702 = -27579293.506639 nChanged 3476 SP:Iteration 36Q (3131.641847 sec): 3 clusters Score: Raw -27582897.112779 + Penalty 2389.224702 = -27580507.888077 nChanged 3213 SP:Iteration 37Q (3132.001717 sec): 3 clusters Score: Raw -27584047.181854 + Penalty 2389.224702 = -27581657.957151 nChanged 3020 SP:Iteration 38Q (3132.370023 sec): 3 clusters Score: Raw -27585143.858580 + Penalty 2389.224702 = -27582754.633878 nChanged 2778 SP:Iteration 39Q (3132.742775 sec): 3 clusters Score: Raw -27586137.369007 + Penalty 2389.224702 = -27583748.144304 nChanged 2549 SP:Iteration 40F (3133.157580 sec): 3 clusters Score: Raw -27587063.543251 + Penalty 2389.224702 = -27584674.318549 nChanged 2400 SP:Iteration 41Q (3133.511992 sec): 3 clusters Score: Raw -27587934.785130 + Penalty 2389.224702 = -27585545.560428 nChanged 2229 SP:Iteration 42Q (3133.858900 sec): 3 clusters Score: Raw -27588757.446716 + Penalty 2389.224702 = -27586368.222014 nChanged 2038 SP:Iteration 43Q (3134.179497 sec): 3 clusters Score: Raw -27589486.538046 + Penalty 2389.224702 = -27587097.313344 nChanged 1823 SP:Iteration 44Q (3134.516330 sec): 3 clusters Score: Raw -27590138.537578 + Penalty 2389.224702 = -27587749.312876 nChanged 1616 SP:Iteration 45Q (3134.882214 sec): 3 clusters Score: Raw -27590707.915974 + Penalty 2389.224702 = -27588318.691272 nChanged 1482 SP:Iteration 46Q (3135.238313 sec): 3 clusters Score: Raw -27591225.103697 + Penalty 2389.224702 = -27588835.878995 nChanged 1320 SP:Iteration 47Q (3135.562905 sec): 3 clusters Score: Raw -27591660.750908 + Penalty 2389.224702 = -27589271.526206 nChanged 1200 SP:Iteration 48Q (3135.914159 sec): 3 clusters Score: Raw -27592056.212031 + Penalty 2389.224702 = -27589666.987329 nChanged 1091 SP:Iteration 49Q (3136.231443 sec): 3 clusters Score: Raw -27592412.732019 + Penalty 2389.224702 = -27590023.507317 nChanged 986 SP:Iteration 50Q (3136.575308 sec): 3 clusters Score: Raw -27592725.079292 + Penalty 2389.224702 = -27590335.854590 nChanged 913 SP:Iteration 51Q (3136.921491 sec): 3 clusters Score: Raw -27593013.822317 + Penalty 2389.224702 = -27590624.597615 nChanged 859 SP:Iteration 52Q (3137.233957 sec): 3 clusters Score: Raw -27593285.875707 + Penalty 2389.224702 = -27590896.651005 nChanged 796 SP:Iteration 53Q (3137.551850 sec): 3 clusters Score: Raw -27593542.659632 + Penalty 2389.224702 = -27591153.434930 nChanged 785 SP:Iteration 54Q (3137.886993 sec): 3 clusters Score: Raw -27593807.259560 + Penalty 2389.224702 = -27591418.034858 nChanged 773 SP:Iteration 55Q (3138.227787 sec): 3 clusters Score: Raw -27594080.913295 + Penalty 2389.224702 = -27591691.688593 nChanged 709 SP:Iteration 56Q (3138.572258 sec): 3 clusters Score: Raw -27594331.174425 + Penalty 2389.224702 = -27591941.949723 nChanged 647 SP:Iteration 57Q (3138.910122 sec): 3 clusters Score: Raw -27594570.358777 + Penalty 2389.224702 = -27592181.134075 nChanged 626 SP:Iteration 58Q (3139.250044 sec): 3 clusters Score: Raw -27594809.254288 + Penalty 2389.224702 = -27592420.029586 nChanged 577 SP:Iteration 59Q (3139.596898 sec): 3 clusters Score: Raw -27595028.167395 + Penalty 2389.224702 = -27592638.942693 nChanged 496 SP:Iteration 60F (3140.010022 sec): 3 clusters Score: Raw -27595239.648498 + Penalty 2389.224702 = -27592850.423796 nChanged 455 SP:Iteration 61Q (3140.347462 sec): 3 clusters Score: Raw -27595437.958451 + Penalty 2389.224702 = -27593048.733749 nChanged 389 SP:Iteration 62Q (3140.686688 sec): 3 clusters Score: Raw -27595613.225502 + Penalty 2389.224702 = -27593224.000800 nChanged 331 SP:Iteration 63Q (3141.019083 sec): 3 clusters Score: Raw -27595770.234139 + Penalty 2389.224702 = -27593381.009437 nChanged 270 SP:Iteration 64Q (3141.318001 sec): 3 clusters Score: Raw -27595891.300766 + Penalty 2389.224702 = -27593502.076063 nChanged 190 SP:Iteration 65Q (3141.617759 sec): 3 clusters Score: Raw -27595962.450324 + Penalty 2389.224702 = -27593573.225621 nChanged 136 SP:Iteration 66Q (3141.933420 sec): 3 clusters Score: Raw -27596011.689377 + Penalty 2389.224702 = -27593622.464675 nChanged 128 SP:Iteration 67Q (3142.278721 sec): 3 clusters Score: Raw -27596061.351297 + Penalty 2389.224702 = -27593672.126594 nChanged 111 SP:Iteration 68Q (3142.627054 sec): 3 clusters Score: Raw -27596103.459669 + Penalty 2389.224702 = -27593714.234967 nChanged 83 SP:Iteration 69Q (3142.965653 sec): 3 clusters Score: Raw -27596135.112493 + Penalty 2389.224702 = -27593745.887791 nChanged 62 SP:Iteration 70Q (3143.303527 sec): 3 clusters Score: Raw -27596158.978389 + Penalty 2389.224702 = -27593769.753687 nChanged 57 SP:Iteration 71Q (3143.646403 sec): 3 clusters Score: Raw -27596184.369236 + Penalty 2389.224702 = -27593795.144533 nChanged 50 SP:Iteration 72Q (3143.988032 sec): 3 clusters Score: Raw -27596207.262430 + Penalty 2389.224702 = -27593818.037727 nChanged 47 SP:Iteration 73Q (3144.336343 sec): 3 clusters Score: Raw -27596229.688639 + Penalty 2389.224702 = -27593840.463937 nChanged 49 SP:Iteration 74Q (3144.663384 sec): 3 clusters Score: Raw -27596250.931356 + Penalty 2389.224702 = -27593861.706654 nChanged 36 SP:Iteration 75Q (3144.955449 sec): 3 clusters Score: Raw -27596263.889175 + Penalty 2389.224702 = -27593874.664473 nChanged 21 SP:Iteration 76Q (3145.285561 sec): 3 clusters Score: Raw -27596273.667095 + Penalty 2389.224702 = -27593884.442393 nChanged 21 SP:Iteration 77Q (3145.616308 sec): 3 clusters Score: Raw -27596283.695775 + Penalty 2389.224702 = -27593894.471073 nChanged 19 SP:Iteration 78Q (3145.918520 sec): 3 clusters Score: Raw -27596289.873230 + Penalty 2389.224702 = -27593900.648528 nChanged 16 SP:Iteration 79Q (3146.256416 sec): 3 clusters Score: Raw -27596294.125528 + Penalty 2389.224702 = -27593904.900826 nChanged 9 SP:Iteration 80F (3146.662515 sec): 3 clusters Score: Raw -27596297.997921 + Penalty 2389.224702 = -27593908.773219 nChanged 10 SP:Iteration 81Q (3147.002764 sec): 3 clusters Score: Raw -27596301.041383 + Penalty 2389.224702 = -27593911.816681 nChanged 5 SP:Iteration 82Q (3147.324818 sec): 3 clusters Score: Raw -27596302.786428 + Penalty 2389.224702 = -27593913.561726 nChanged 8 SP:Iteration 83Q (3147.649523 sec): 3 clusters Score: Raw -27596306.298602 + Penalty 2389.224702 = -27593917.073900 nChanged 10 SP:Iteration 84Q (3147.971524 sec): 3 clusters Score: Raw -27596308.673507 + Penalty 2389.224702 = -27593919.448805 nChanged 2 SP:Iteration 85Q (3148.299276 sec): 3 clusters Score: Raw -27596309.328242 + Penalty 2389.224702 = -27593920.103540 nChanged 2 SP:Iteration 86Q (3148.632491 sec): 3 clusters Score: Raw -27596310.438486 + Penalty 2389.224702 = -27593921.213783 nChanged 4 SP:Iteration 87Q (3148.960178 sec): 3 clusters Score: Raw -27596311.892621 + Penalty 2389.224702 = -27593922.667919 nChanged 3 SP:Iteration 88Q (3149.286164 sec): 3 clusters Score: Raw -27596312.891607 + Penalty 2389.224702 = -27593923.666905 nChanged 2 SP:Iteration 89Q (3149.589142 sec): 3 clusters Score: Raw -27596313.281688 + Penalty 2389.224702 = -27593924.056986 nChanged 0 SP:Iteration 90F (3149.974696 sec): 3 clusters Score: Raw -27596313.281688 + Penalty 2389.224702 = -27593924.056986 nChanged 0 Trying to split cluster 35 (2484 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3150.030050 sec): 2 clusters Score: Raw -197473.309790 + Penalty 742.674417 = -196730.635373 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3150.078214 sec): 3 clusters Score: Raw -196265.927383 + Penalty 1485.348834 = -194780.578549 nChanged 1004 SP:Iteration 1F (3150.128001 sec): 3 clusters Score: Raw -196953.303401 + Penalty 1485.348834 = -195467.954566 nChanged 197 SP:Iteration 2F (3150.163427 sec): 3 clusters Score: Raw -197099.129260 + Penalty 1485.348834 = -195613.780426 nChanged 138 SP:Iteration 3F (3150.208015 sec): 3 clusters Score: Raw -197203.789221 + Penalty 1485.348834 = -195718.440387 nChanged 134 SP:Iteration 4F (3150.251748 sec): 3 clusters Score: Raw -197312.664636 + Penalty 1485.348834 = -195827.315802 nChanged 117 SP:Iteration 5Q (3150.298272 sec): 3 clusters Score: Raw -197394.763429 + Penalty 1485.348834 = -195909.414595 nChanged 106 SP:Iteration 6Q (3150.339017 sec): 3 clusters Score: Raw -197516.837650 + Penalty 1485.348834 = -196031.488815 nChanged 129 SP:Iteration 7F (3150.383410 sec): 3 clusters Score: Raw -197656.405506 + Penalty 1485.348834 = -196171.056672 nChanged 121 SP:Iteration 8Q (3150.427367 sec): 3 clusters Score: Raw -197774.664703 + Penalty 1485.348834 = -196289.315869 nChanged 101 SP:Iteration 9Q (3150.471002 sec): 3 clusters Score: Raw -197859.644126 + Penalty 1485.348834 = -196374.295292 nChanged 88 SP:Iteration 10Q (3150.525226 sec): 3 clusters Score: Raw -197920.183387 + Penalty 1485.348834 = -196434.834552 nChanged 60 SP:Iteration 11Q (3150.562616 sec): 3 clusters Score: Raw -197953.170972 + Penalty 1485.348834 = -196467.822138 nChanged 56 SP:Iteration 12Q (3150.610951 sec): 3 clusters Score: Raw -197985.546981 + Penalty 1485.348834 = -196500.198147 nChanged 42 SP:Iteration 13Q (3150.656572 sec): 3 clusters Score: Raw -198007.880361 + Penalty 1485.348834 = -196522.531527 nChanged 36 SP:Iteration 14Q (3150.704107 sec): 3 clusters Score: Raw -198024.882535 + Penalty 1485.348834 = -196539.533701 nChanged 39 SP:Iteration 15Q (3150.750489 sec): 3 clusters Score: Raw -198045.497832 + Penalty 1485.348834 = -196560.148998 nChanged 32 SP:Iteration 16Q (3150.797020 sec): 3 clusters Score: Raw -198064.208550 + Penalty 1485.348834 = -196578.859716 nChanged 36 SP:Iteration 17Q (3150.841149 sec): 3 clusters Score: Raw -198091.517536 + Penalty 1485.348834 = -196606.168702 nChanged 34 SP:Iteration 18Q (3150.886151 sec): 3 clusters Score: Raw -198108.921839 + Penalty 1485.348834 = -196623.573005 nChanged 25 SP:Iteration 19Q (3150.933673 sec): 3 clusters Score: Raw -198120.357625 + Penalty 1485.348834 = -196635.008790 nChanged 19 SP:Iteration 20F (3150.978849 sec): 3 clusters Score: Raw -198133.098632 + Penalty 1485.348834 = -196647.749798 nChanged 12 SP:Iteration 21Q (3151.023978 sec): 3 clusters Score: Raw -198146.432497 + Penalty 1485.348834 = -196661.083663 nChanged 17 SP:Iteration 22Q (3151.068950 sec): 3 clusters Score: Raw -198155.132399 + Penalty 1485.348834 = -196669.783565 nChanged 12 SP:Iteration 23Q (3151.113959 sec): 3 clusters Score: Raw -198162.126030 + Penalty 1485.348834 = -196676.777195 nChanged 11 SP:Iteration 24Q (3151.158131 sec): 3 clusters Score: Raw -198166.956572 + Penalty 1485.348834 = -196681.607738 nChanged 12 SP:Iteration 25Q (3151.202274 sec): 3 clusters Score: Raw -198172.783139 + Penalty 1485.348834 = -196687.434305 nChanged 10 SP:Iteration 26Q (3151.246475 sec): 3 clusters Score: Raw -198177.725196 + Penalty 1485.348834 = -196692.376362 nChanged 9 SP:Iteration 27Q (3151.292289 sec): 3 clusters Score: Raw -198182.768397 + Penalty 1485.348834 = -196697.419563 nChanged 9 SP:Iteration 28Q (3151.331469 sec): 3 clusters Score: Raw -198185.938675 + Penalty 1485.348834 = -196700.589841 nChanged 5 SP:Iteration 29Q (3151.375785 sec): 3 clusters Score: Raw -198188.169569 + Penalty 1485.348834 = -196702.820735 nChanged 3 SP:Iteration 30Q (3151.420078 sec): 3 clusters Score: Raw -198188.686254 + Penalty 1485.348834 = -196703.337420 nChanged 1 SP:Iteration 31Q (3151.476890 sec): 3 clusters Score: Raw -198188.957003 + Penalty 1485.348834 = -196703.608169 nChanged 0 SP:Iteration 32F (3151.510095 sec): 3 clusters Score: Raw -198188.957003 + Penalty 1485.348834 = -196703.608169 nChanged 0 Trying to split cluster 36 (1817 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3151.540731 sec): 2 clusters Score: Raw -159710.220021 + Penalty 712.969496 = -158997.250524 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3151.589835 sec): 3 clusters Score: Raw -158860.942333 + Penalty 1425.938993 = -157435.003340 nChanged 687 SP:Iteration 1F (3151.638782 sec): 3 clusters Score: Raw -159334.641117 + Penalty 1425.938993 = -157908.702124 nChanged 178 SP:Iteration 2F (3151.688948 sec): 3 clusters Score: Raw -159490.782508 + Penalty 1425.938993 = -158064.843515 nChanged 129 SP:Iteration 3F (3151.728513 sec): 3 clusters Score: Raw -159588.795166 + Penalty 1425.938993 = -158162.856173 nChanged 89 SP:Iteration 4Q (3151.769889 sec): 3 clusters Score: Raw -159642.293152 + Penalty 1425.938993 = -158216.354159 nChanged 59 SP:Iteration 5Q (3151.818205 sec): 3 clusters Score: Raw -159674.481349 + Penalty 1425.938993 = -158248.542356 nChanged 39 SP:Iteration 6Q (3151.860255 sec): 3 clusters Score: Raw -159696.793451 + Penalty 1425.938993 = -158270.854458 nChanged 43 SP:Iteration 7Q (3151.918689 sec): 3 clusters Score: Raw -159717.630407 + Penalty 1425.938993 = -158291.691414 nChanged 38 SP:Iteration 8Q (3151.969257 sec): 3 clusters Score: Raw -159738.375570 + Penalty 1425.938993 = -158312.436577 nChanged 29 SP:Iteration 9Q (3152.017503 sec): 3 clusters Score: Raw -159752.041236 + Penalty 1425.938993 = -158326.102243 nChanged 19 SP:Iteration 10Q (3152.070141 sec): 3 clusters Score: Raw -159760.766223 + Penalty 1425.938993 = -158334.827230 nChanged 16 SP:Iteration 11Q (3152.117171 sec): 3 clusters Score: Raw -159766.630898 + Penalty 1425.938993 = -158340.691905 nChanged 11 SP:Iteration 12Q (3152.166702 sec): 3 clusters Score: Raw -159770.952521 + Penalty 1425.938993 = -158345.013528 nChanged 11 SP:Iteration 13Q (3152.210073 sec): 3 clusters Score: Raw -159774.792468 + Penalty 1425.938993 = -158348.853475 nChanged 11 SP:Iteration 14Q (3152.247633 sec): 3 clusters Score: Raw -159780.965541 + Penalty 1425.938993 = -158355.026548 nChanged 14 SP:Iteration 15Q (3152.293880 sec): 3 clusters Score: Raw -159786.248063 + Penalty 1425.938993 = -158360.309070 nChanged 12 SP:Iteration 16Q (3152.340676 sec): 3 clusters Score: Raw -159790.899377 + Penalty 1425.938993 = -158364.960384 nChanged 14 SP:Iteration 17Q (3152.382326 sec): 3 clusters Score: Raw -159797.679196 + Penalty 1425.938993 = -158371.740203 nChanged 11 SP:Iteration 18Q (3152.428493 sec): 3 clusters Score: Raw -159803.423478 + Penalty 1425.938993 = -158377.484485 nChanged 10 SP:Iteration 19Q (3152.478362 sec): 3 clusters Score: Raw -159808.686233 + Penalty 1425.938993 = -158382.747240 nChanged 10 SP:Iteration 20F (3152.530476 sec): 3 clusters Score: Raw -159814.855714 + Penalty 1425.938993 = -158388.916721 nChanged 14 SP:Iteration 21Q (3152.579337 sec): 3 clusters Score: Raw -159823.637147 + Penalty 1425.938993 = -158397.698154 nChanged 17 SP:Iteration 22Q (3152.639561 sec): 3 clusters Score: Raw -159834.088252 + Penalty 1425.938993 = -158408.149259 nChanged 14 SP:Iteration 23Q (3152.675403 sec): 3 clusters Score: Raw -159841.705822 + Penalty 1425.938993 = -158415.766829 nChanged 9 SP:Iteration 24Q (3152.720298 sec): 3 clusters Score: Raw -159845.797387 + Penalty 1425.938993 = -158419.858394 nChanged 7 SP:Iteration 25Q (3152.758129 sec): 3 clusters Score: Raw -159849.418119 + Penalty 1425.938993 = -158423.479126 nChanged 7 SP:Iteration 26Q (3152.813160 sec): 3 clusters Score: Raw -159852.906030 + Penalty 1425.938993 = -158426.967037 nChanged 6 SP:Iteration 27Q (3152.854532 sec): 3 clusters Score: Raw -159856.215945 + Penalty 1425.938993 = -158430.276952 nChanged 7 SP:Iteration 28Q (3152.906339 sec): 3 clusters Score: Raw -159859.529889 + Penalty 1425.938993 = -158433.590896 nChanged 5 SP:Iteration 29Q (3152.954186 sec): 3 clusters Score: Raw -159861.471797 + Penalty 1425.938993 = -158435.532804 nChanged 3 SP:Iteration 30Q (3153.007647 sec): 3 clusters Score: Raw -159862.491352 + Penalty 1425.938993 = -158436.552359 nChanged 1 SP:Iteration 31Q (3153.055850 sec): 3 clusters Score: Raw -159863.201389 + Penalty 1425.938993 = -158437.262396 nChanged 2 SP:Iteration 32Q (3153.104469 sec): 3 clusters Score: Raw -159863.956549 + Penalty 1425.938993 = -158438.017556 nChanged 2 SP:Iteration 33Q (3153.155840 sec): 3 clusters Score: Raw -159865.162161 + Penalty 1425.938993 = -158439.223168 nChanged 3 SP:Iteration 34Q (3153.199800 sec): 3 clusters Score: Raw -159867.515877 + Penalty 1425.938993 = -158441.576884 nChanged 6 SP:Iteration 35Q (3153.262030 sec): 3 clusters Score: Raw -159871.339681 + Penalty 1425.938993 = -158445.400688 nChanged 8 SP:Iteration 36Q (3153.311853 sec): 3 clusters Score: Raw -159876.411198 + Penalty 1425.938993 = -158450.472205 nChanged 7 SP:Iteration 37Q (3153.361321 sec): 3 clusters Score: Raw -159882.444717 + Penalty 1425.938993 = -158456.505724 nChanged 6 SP:Iteration 38Q (3153.407289 sec): 3 clusters Score: Raw -159887.409888 + Penalty 1425.938993 = -158461.470895 nChanged 7 SP:Iteration 39Q (3153.443111 sec): 3 clusters Score: Raw -159891.913808 + Penalty 1425.938993 = -158465.974815 nChanged 7 SP:Iteration 40F (3153.490328 sec): 3 clusters Score: Raw -159896.589802 + Penalty 1425.938993 = -158470.650809 nChanged 7 SP:Iteration 41Q (3153.547158 sec): 3 clusters Score: Raw -159901.084340 + Penalty 1425.938993 = -158475.145347 nChanged 6 SP:Iteration 42Q (3153.595502 sec): 3 clusters Score: Raw -159904.890674 + Penalty 1425.938993 = -158478.951681 nChanged 4 SP:Iteration 43Q (3153.636341 sec): 3 clusters Score: Raw -159909.158882 + Penalty 1425.938993 = -158483.219889 nChanged 2 SP:Iteration 44Q (3153.688243 sec): 3 clusters Score: Raw -159911.114995 + Penalty 1425.938993 = -158485.176002 nChanged 3 SP:Iteration 45Q (3153.742212 sec): 3 clusters Score: Raw -159912.482494 + Penalty 1425.938993 = -158486.543501 nChanged 1 SP:Iteration 46Q (3153.788648 sec): 3 clusters Score: Raw -159912.792088 + Penalty 1425.938993 = -158486.853095 nChanged 1 SP:Iteration 47Q (3153.837438 sec): 3 clusters Score: Raw -159913.652025 + Penalty 1425.938993 = -158487.713032 nChanged 2 SP:Iteration 48Q (3153.888687 sec): 3 clusters Score: Raw -159915.104662 + Penalty 1425.938993 = -158489.165669 nChanged 2 SP:Iteration 49Q (3153.941996 sec): 3 clusters Score: Raw -159916.555344 + Penalty 1425.938993 = -158490.616351 nChanged 0 SP:Iteration 50F (3153.993277 sec): 3 clusters Score: Raw -159916.555344 + Penalty 1425.938993 = -158490.616351 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3154.018868 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3154.060134 sec): 3 clusters Score: Raw -69099.904708 + Penalty 1239.476838 = -67860.427870 nChanged 219 SP:Iteration 1F (3154.107758 sec): 3 clusters Score: Raw -69294.980483 + Penalty 1239.476838 = -68055.503645 nChanged 52 SP:Iteration 2F (3154.148566 sec): 3 clusters Score: Raw -69351.320262 + Penalty 1239.476838 = -68111.843424 nChanged 24 SP:Iteration 3Q (3154.193276 sec): 3 clusters Score: Raw -69372.664214 + Penalty 1239.476838 = -68133.187376 nChanged 16 SP:Iteration 4Q (3154.230500 sec): 3 clusters Score: Raw -69386.123560 + Penalty 1239.476838 = -68146.646722 nChanged 13 SP:Iteration 5Q (3154.273367 sec): 3 clusters Score: Raw -69395.734922 + Penalty 1239.476838 = -68156.258084 nChanged 10 SP:Iteration 6Q (3154.319332 sec): 3 clusters Score: Raw -69411.060997 + Penalty 1239.476838 = -68171.584159 nChanged 9 SP:Iteration 7Q (3154.366727 sec): 3 clusters Score: Raw -69418.074600 + Penalty 1239.476838 = -68178.597762 nChanged 6 SP:Iteration 8Q (3154.413333 sec): 3 clusters Score: Raw -69423.843657 + Penalty 1239.476838 = -68184.366819 nChanged 5 SP:Iteration 9Q (3154.463851 sec): 3 clusters Score: Raw -69429.558442 + Penalty 1239.476838 = -68190.081604 nChanged 3 SP:Iteration 10Q (3154.509728 sec): 3 clusters Score: Raw -69432.233347 + Penalty 1239.476838 = -68192.756509 nChanged 4 SP:Iteration 11Q (3154.553103 sec): 3 clusters Score: Raw -69434.223278 + Penalty 1239.476838 = -68194.746440 nChanged 3 SP:Iteration 12Q (3154.590844 sec): 3 clusters Score: Raw -69437.107103 + Penalty 1239.476838 = -68197.630265 nChanged 1 SP:Iteration 13Q (3154.644421 sec): 3 clusters Score: Raw -69437.817080 + Penalty 1239.476838 = -68198.340241 nChanged 0 SP:Iteration 14F (3154.690633 sec): 3 clusters Score: Raw -69437.817080 + Penalty 1239.476838 = -68198.340241 nChanged 0 Trying to split cluster 38 (2340 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3154.718373 sec): 2 clusters Score: Raw -226024.882192 + Penalty 737.001090 = -225287.881102 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3154.769295 sec): 3 clusters Score: Raw -224883.102218 + Penalty 1474.002180 = -223409.100038 nChanged 889 SP:Iteration 1F (3154.808412 sec): 3 clusters Score: Raw -225353.371661 + Penalty 1474.002180 = -223879.369481 nChanged 157 SP:Iteration 2F (3154.849189 sec): 3 clusters Score: Raw -225436.633850 + Penalty 1474.002180 = -223962.631670 nChanged 110 SP:Iteration 3Q (3154.902049 sec): 3 clusters Score: Raw -225499.284229 + Penalty 1474.002180 = -224025.282049 nChanged 99 SP:Iteration 4Q (3154.953565 sec): 3 clusters Score: Raw -225545.428891 + Penalty 1474.002180 = -224071.426711 nChanged 79 SP:Iteration 5Q (3154.999181 sec): 3 clusters Score: Raw -225579.485275 + Penalty 1474.002180 = -224105.483095 nChanged 62 SP:Iteration 6Q (3155.043547 sec): 3 clusters Score: Raw -225607.504254 + Penalty 1474.002180 = -224133.502074 nChanged 61 SP:Iteration 7Q (3155.087223 sec): 3 clusters Score: Raw -225634.213322 + Penalty 1474.002180 = -224160.211143 nChanged 59 SP:Iteration 8Q (3155.141856 sec): 3 clusters Score: Raw -225668.743709 + Penalty 1474.002180 = -224194.741530 nChanged 67 SP:Iteration 9Q (3155.182735 sec): 3 clusters Score: Raw -225709.979316 + Penalty 1474.002180 = -224235.977136 nChanged 67 SP:Iteration 10Q (3155.216287 sec): 3 clusters Score: Raw -225748.812577 + Penalty 1474.002180 = -224274.810397 nChanged 59 SP:Iteration 11Q (3155.276862 sec): 3 clusters Score: Raw -225789.419661 + Penalty 1474.002180 = -224315.417482 nChanged 57 SP:Iteration 12Q (3155.310501 sec): 3 clusters Score: Raw -225826.424080 + Penalty 1474.002180 = -224352.421901 nChanged 56 SP:Iteration 13Q (3155.368237 sec): 3 clusters Score: Raw -225871.525496 + Penalty 1474.002180 = -224397.523316 nChanged 51 SP:Iteration 14Q (3155.417387 sec): 3 clusters Score: Raw -225914.872467 + Penalty 1474.002180 = -224440.870288 nChanged 52 SP:Iteration 15Q (3155.468409 sec): 3 clusters Score: Raw -225950.965162 + Penalty 1474.002180 = -224476.962983 nChanged 35 SP:Iteration 16Q (3155.506721 sec): 3 clusters Score: Raw -225976.478763 + Penalty 1474.002180 = -224502.476583 nChanged 28 SP:Iteration 17Q (3155.553913 sec): 3 clusters Score: Raw -225994.808575 + Penalty 1474.002180 = -224520.806395 nChanged 27 SP:Iteration 18Q (3155.602060 sec): 3 clusters Score: Raw -226017.096983 + Penalty 1474.002180 = -224543.094804 nChanged 21 SP:Iteration 19Q (3155.659140 sec): 3 clusters Score: Raw -226035.420798 + Penalty 1474.002180 = -224561.418618 nChanged 24 SP:Iteration 20F (3155.699252 sec): 3 clusters Score: Raw -226050.420920 + Penalty 1474.002180 = -224576.418740 nChanged 15 SP:Iteration 21Q (3155.755266 sec): 3 clusters Score: Raw -226063.484648 + Penalty 1474.002180 = -224589.482468 nChanged 16 SP:Iteration 22Q (3155.812102 sec): 3 clusters Score: Raw -226076.741781 + Penalty 1474.002180 = -224602.739602 nChanged 10 SP:Iteration 23Q (3155.858688 sec): 3 clusters Score: Raw -226088.836588 + Penalty 1474.002180 = -224614.834408 nChanged 9 SP:Iteration 24Q (3155.906119 sec): 3 clusters Score: Raw -226094.869984 + Penalty 1474.002180 = -224620.867804 nChanged 6 SP:Iteration 25Q (3155.949671 sec): 3 clusters Score: Raw -226099.996529 + Penalty 1474.002180 = -224625.994349 nChanged 3 SP:Iteration 26Q (3155.988167 sec): 3 clusters Score: Raw -226104.252139 + Penalty 1474.002180 = -224630.249960 nChanged 4 SP:Iteration 27Q (3156.046696 sec): 3 clusters Score: Raw -226107.523986 + Penalty 1474.002180 = -224633.521806 nChanged 2 SP:Iteration 28Q (3156.095948 sec): 3 clusters Score: Raw -226109.480538 + Penalty 1474.002180 = -224635.478359 nChanged 3 SP:Iteration 29Q (3156.143630 sec): 3 clusters Score: Raw -226111.395848 + Penalty 1474.002180 = -224637.393669 nChanged 2 SP:Iteration 30Q (3156.178330 sec): 3 clusters Score: Raw -226111.996212 + Penalty 1474.002180 = -224637.994032 nChanged 0 SP:Iteration 31F (3156.228069 sec): 3 clusters Score: Raw -226111.996212 + Penalty 1474.002180 = -224637.994032 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3156.275640 sec): 2 clusters Score: Raw -981256.028870 + Penalty 877.151873 = -980378.876998 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3156.336335 sec): 3 clusters Score: Raw -975203.875314 + Penalty 1754.303745 = -973449.571569 nChanged 4561 SP:Iteration 1F (3156.383563 sec): 3 clusters Score: Raw -977677.621248 + Penalty 1754.303745 = -975923.317503 nChanged 547 SP:Iteration 2F (3156.441417 sec): 3 clusters Score: Raw -977897.696164 + Penalty 1754.303745 = -976143.392418 nChanged 495 SP:Iteration 3Q (3156.500178 sec): 3 clusters Score: Raw -978104.649759 + Penalty 1754.303745 = -976350.346014 nChanged 480 SP:Iteration 4Q (3156.553332 sec): 3 clusters Score: Raw -978313.370133 + Penalty 1754.303745 = -976559.066388 nChanged 468 SP:Iteration 5Q (3156.622738 sec): 3 clusters Score: Raw -978515.185340 + Penalty 1754.303745 = -976760.881595 nChanged 447 SP:Iteration 6Q (3156.682316 sec): 3 clusters Score: Raw -978724.069595 + Penalty 1754.303745 = -976969.765849 nChanged 443 SP:Iteration 7Q (3156.744290 sec): 3 clusters Score: Raw -978940.618724 + Penalty 1754.303745 = -977186.314978 nChanged 409 SP:Iteration 8Q (3156.789988 sec): 3 clusters Score: Raw -979155.552562 + Penalty 1754.303745 = -977401.248817 nChanged 439 SP:Iteration 9Q (3156.847630 sec): 3 clusters Score: Raw -979423.124981 + Penalty 1754.303745 = -977668.821236 nChanged 406 SP:Iteration 10Q (3156.895018 sec): 3 clusters Score: Raw -979697.384381 + Penalty 1754.303745 = -977943.080636 nChanged 374 SP:Iteration 11Q (3156.951520 sec): 3 clusters Score: Raw -979924.296346 + Penalty 1754.303745 = -978169.992601 nChanged 308 SP:Iteration 12Q (3157.012353 sec): 3 clusters Score: Raw -980079.713926 + Penalty 1754.303745 = -978325.410181 nChanged 225 SP:Iteration 13Q (3157.075330 sec): 3 clusters Score: Raw -980159.674539 + Penalty 1754.303745 = -978405.370794 nChanged 155 SP:Iteration 14Q (3157.120968 sec): 3 clusters Score: Raw -980219.803320 + Penalty 1754.303745 = -978465.499575 nChanged 136 SP:Iteration 15Q (3157.184347 sec): 3 clusters Score: Raw -980266.458126 + Penalty 1754.303745 = -978512.154381 nChanged 119 SP:Iteration 16Q (3157.229432 sec): 3 clusters Score: Raw -980301.490732 + Penalty 1754.303745 = -978547.186987 nChanged 98 SP:Iteration 17Q (3157.285449 sec): 3 clusters Score: Raw -980328.354979 + Penalty 1754.303745 = -978574.051234 nChanged 85 SP:Iteration 18Q (3157.347227 sec): 3 clusters Score: Raw -980351.302352 + Penalty 1754.303745 = -978596.998607 nChanged 87 SP:Iteration 19Q (3157.402578 sec): 3 clusters Score: Raw -980377.417892 + Penalty 1754.303745 = -978623.114147 nChanged 73 SP:Iteration 20F (3157.452442 sec): 3 clusters Score: Raw -980397.859267 + Penalty 1754.303745 = -978643.555522 nChanged 79 SP:Iteration 21Q (3157.505489 sec): 3 clusters Score: Raw -980422.038927 + Penalty 1754.303745 = -978667.735182 nChanged 88 SP:Iteration 22Q (3157.559102 sec): 3 clusters Score: Raw -980449.018950 + Penalty 1754.303745 = -978694.715204 nChanged 94 SP:Iteration 23Q (3157.622379 sec): 3 clusters Score: Raw -980475.103046 + Penalty 1754.303745 = -978720.799301 nChanged 80 SP:Iteration 24Q (3157.674587 sec): 3 clusters Score: Raw -980498.814153 + Penalty 1754.303745 = -978744.510408 nChanged 75 SP:Iteration 25Q (3157.722781 sec): 3 clusters Score: Raw -980522.493850 + Penalty 1754.303745 = -978768.190105 nChanged 88 SP:Iteration 26Q (3157.781409 sec): 3 clusters Score: Raw -980555.844781 + Penalty 1754.303745 = -978801.541036 nChanged 97 SP:Iteration 27Q (3157.837564 sec): 3 clusters Score: Raw -980587.527754 + Penalty 1754.303745 = -978833.224009 nChanged 85 SP:Iteration 28Q (3157.893723 sec): 3 clusters Score: Raw -980614.720541 + Penalty 1754.303745 = -978860.416796 nChanged 81 SP:Iteration 29Q (3157.945161 sec): 3 clusters Score: Raw -980638.225565 + Penalty 1754.303745 = -978883.921820 nChanged 70 SP:Iteration 30Q (3158.000308 sec): 3 clusters Score: Raw -980659.472812 + Penalty 1754.303745 = -978905.169067 nChanged 80 SP:Iteration 31Q (3158.045426 sec): 3 clusters Score: Raw -980689.154638 + Penalty 1754.303745 = -978934.850893 nChanged 78 SP:Iteration 32Q (3158.099033 sec): 3 clusters Score: Raw -980724.507580 + Penalty 1754.303745 = -978970.203834 nChanged 93 SP:Iteration 33Q (3158.153642 sec): 3 clusters Score: Raw -980769.169859 + Penalty 1754.303745 = -979014.866114 nChanged 97 SP:Iteration 34Q (3158.215079 sec): 3 clusters Score: Raw -980812.245366 + Penalty 1754.303745 = -979057.941621 nChanged 90 SP:Iteration 35Q (3158.260644 sec): 3 clusters Score: Raw -980850.171861 + Penalty 1754.303745 = -979095.868116 nChanged 81 SP:Iteration 36Q (3158.313977 sec): 3 clusters Score: Raw -980881.059489 + Penalty 1754.303745 = -979126.755744 nChanged 69 SP:Iteration 37Q (3158.372271 sec): 3 clusters Score: Raw -980910.102166 + Penalty 1754.303745 = -979155.798421 nChanged 78 SP:Iteration 38Q (3158.427169 sec): 3 clusters Score: Raw -980944.976814 + Penalty 1754.303745 = -979190.673069 nChanged 75 SP:Iteration 39Q (3158.474988 sec): 3 clusters Score: Raw -980979.069098 + Penalty 1754.303745 = -979224.765353 nChanged 66 SP:Iteration 40F (3158.524977 sec): 3 clusters Score: Raw -981007.608781 + Penalty 1754.303745 = -979253.305036 nChanged 72 SP:Iteration 41Q (3158.579519 sec): 3 clusters Score: Raw -981042.369982 + Penalty 1754.303745 = -979288.066237 nChanged 63 SP:Iteration 42Q (3158.631590 sec): 3 clusters Score: Raw -981073.549083 + Penalty 1754.303745 = -979319.245338 nChanged 63 SP:Iteration 43Q (3158.674574 sec): 3 clusters Score: Raw -981106.092765 + Penalty 1754.303745 = -979351.789020 nChanged 66 SP:Iteration 44Q (3158.720947 sec): 3 clusters Score: Raw -981141.391394 + Penalty 1754.303745 = -979387.087649 nChanged 55 SP:Iteration 45Q (3158.785591 sec): 3 clusters Score: Raw -981173.665735 + Penalty 1754.303745 = -979419.361990 nChanged 53 SP:Iteration 46Q (3158.830074 sec): 3 clusters Score: Raw -981200.751420 + Penalty 1754.303745 = -979446.447675 nChanged 41 SP:Iteration 47Q (3158.881192 sec): 3 clusters Score: Raw -981218.004427 + Penalty 1754.303745 = -979463.700682 nChanged 38 SP:Iteration 48Q (3158.930443 sec): 3 clusters Score: Raw -981235.424100 + Penalty 1754.303745 = -979481.120355 nChanged 32 SP:Iteration 49Q (3158.986345 sec): 3 clusters Score: Raw -981250.278098 + Penalty 1754.303745 = -979495.974353 nChanged 33 SP:Iteration 50Q (3159.039830 sec): 3 clusters Score: Raw -981265.430575 + Penalty 1754.303745 = -979511.126830 nChanged 27 SP:Iteration 51Q (3159.098239 sec): 3 clusters Score: Raw -981276.491104 + Penalty 1754.303745 = -979522.187358 nChanged 30 SP:Iteration 52Q (3159.156901 sec): 3 clusters Score: Raw -981288.944972 + Penalty 1754.303745 = -979534.641227 nChanged 21 SP:Iteration 53Q (3159.208152 sec): 3 clusters Score: Raw -981298.750168 + Penalty 1754.303745 = -979544.446423 nChanged 17 SP:Iteration 54Q (3159.273461 sec): 3 clusters Score: Raw -981306.495390 + Penalty 1754.303745 = -979552.191645 nChanged 15 SP:Iteration 55Q (3159.316800 sec): 3 clusters Score: Raw -981312.322079 + Penalty 1754.303745 = -979558.018334 nChanged 13 SP:Iteration 56Q (3159.369887 sec): 3 clusters Score: Raw -981317.781231 + Penalty 1754.303745 = -979563.477486 nChanged 14 SP:Iteration 57Q (3159.433129 sec): 3 clusters Score: Raw -981325.218672 + Penalty 1754.303745 = -979570.914927 nChanged 14 SP:Iteration 58Q (3159.487446 sec): 3 clusters Score: Raw -981331.983402 + Penalty 1754.303745 = -979577.679657 nChanged 14 SP:Iteration 59Q (3159.545235 sec): 3 clusters Score: Raw -981341.116729 + Penalty 1754.303745 = -979586.812984 nChanged 16 SP:Iteration 60F (3159.603948 sec): 3 clusters Score: Raw -981349.727607 + Penalty 1754.303745 = -979595.423862 nChanged 18 SP:Iteration 61Q (3159.657702 sec): 3 clusters Score: Raw -981360.175843 + Penalty 1754.303745 = -979605.872098 nChanged 11 SP:Iteration 62Q (3159.711082 sec): 3 clusters Score: Raw -981367.205244 + Penalty 1754.303745 = -979612.901499 nChanged 13 SP:Iteration 63Q (3159.780395 sec): 3 clusters Score: Raw -981376.398576 + Penalty 1754.303745 = -979622.094831 nChanged 8 SP:Iteration 64Q (3159.829630 sec): 3 clusters Score: Raw -981380.972641 + Penalty 1754.303745 = -979626.668895 nChanged 5 SP:Iteration 65Q (3159.887664 sec): 3 clusters Score: Raw -981384.313850 + Penalty 1754.303745 = -979630.010105 nChanged 5 SP:Iteration 66Q (3159.937003 sec): 3 clusters Score: Raw -981386.590812 + Penalty 1754.303745 = -979632.287067 nChanged 3 SP:Iteration 67Q (3159.999960 sec): 3 clusters Score: Raw -981387.570917 + Penalty 1754.303745 = -979633.267172 nChanged 2 SP:Iteration 68Q (3160.057815 sec): 3 clusters Score: Raw -981388.457993 + Penalty 1754.303745 = -979634.154248 nChanged 1 SP:Iteration 69Q (3160.111596 sec): 3 clusters Score: Raw -981388.864704 + Penalty 1754.303745 = -979634.560959 nChanged 1 SP:Iteration 70Q (3160.165435 sec): 3 clusters Score: Raw -981390.296457 + Penalty 1754.303745 = -979635.992712 nChanged 1 SP:Iteration 71Q (3160.215718 sec): 3 clusters Score: Raw -981390.742321 + Penalty 1754.303745 = -979636.438576 nChanged 0 SP:Iteration 72F (3160.277230 sec): 3 clusters Score: Raw -981390.742321 + Penalty 1754.303745 = -979636.438576 nChanged 0 Trying to split cluster 40 (4027 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3160.305590 sec): 2 clusters Score: Raw -387088.197427 + Penalty 788.573811 = -386299.623615 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3160.357799 sec): 3 clusters Score: Raw -384925.282378 + Penalty 1577.147623 = -383348.134755 nChanged 1673 SP:Iteration 1F (3160.407161 sec): 3 clusters Score: Raw -385885.197855 + Penalty 1577.147623 = -384308.050233 nChanged 299 SP:Iteration 2F (3160.458523 sec): 3 clusters Score: Raw -386052.439558 + Penalty 1577.147623 = -384475.291935 nChanged 198 SP:Iteration 3Q (3160.510141 sec): 3 clusters Score: Raw -386135.368342 + Penalty 1577.147623 = -384558.220719 nChanged 148 SP:Iteration 4Q (3160.555645 sec): 3 clusters Score: Raw -386199.352060 + Penalty 1577.147623 = -384622.204438 nChanged 137 SP:Iteration 5Q (3160.610591 sec): 3 clusters Score: Raw -386273.324137 + Penalty 1577.147623 = -384696.176514 nChanged 148 SP:Iteration 6Q (3160.658970 sec): 3 clusters Score: Raw -386358.104707 + Penalty 1577.147623 = -384780.957084 nChanged 156 SP:Iteration 7Q (3160.713022 sec): 3 clusters Score: Raw -386452.424362 + Penalty 1577.147623 = -384875.276739 nChanged 153 SP:Iteration 8Q (3160.749925 sec): 3 clusters Score: Raw -386553.527610 + Penalty 1577.147623 = -384976.379987 nChanged 149 SP:Iteration 9Q (3160.809428 sec): 3 clusters Score: Raw -386626.539051 + Penalty 1577.147623 = -385049.391428 nChanged 140 SP:Iteration 10Q (3160.861956 sec): 3 clusters Score: Raw -386697.011114 + Penalty 1577.147623 = -385119.863492 nChanged 131 SP:Iteration 11Q (3160.905193 sec): 3 clusters Score: Raw -386764.652132 + Penalty 1577.147623 = -385187.504509 nChanged 113 SP:Iteration 12Q (3160.954760 sec): 3 clusters Score: Raw -386820.578500 + Penalty 1577.147623 = -385243.430877 nChanged 99 SP:Iteration 13Q (3161.014265 sec): 3 clusters Score: Raw -386868.775463 + Penalty 1577.147623 = -385291.627840 nChanged 86 SP:Iteration 14Q (3161.050361 sec): 3 clusters Score: Raw -386907.630046 + Penalty 1577.147623 = -385330.482423 nChanged 75 SP:Iteration 15Q (3161.110368 sec): 3 clusters Score: Raw -386935.879535 + Penalty 1577.147623 = -385358.731912 nChanged 68 SP:Iteration 16Q (3161.163812 sec): 3 clusters Score: Raw -386965.439044 + Penalty 1577.147623 = -385388.291421 nChanged 65 SP:Iteration 17Q (3161.213838 sec): 3 clusters Score: Raw -386989.473384 + Penalty 1577.147623 = -385412.325762 nChanged 48 SP:Iteration 18Q (3161.260003 sec): 3 clusters Score: Raw -387004.036189 + Penalty 1577.147623 = -385426.888567 nChanged 43 SP:Iteration 19Q (3161.299777 sec): 3 clusters Score: Raw -387018.928469 + Penalty 1577.147623 = -385441.780847 nChanged 25 SP:Iteration 20F (3161.350920 sec): 3 clusters Score: Raw -387027.332445 + Penalty 1577.147623 = -385450.184822 nChanged 31 SP:Iteration 21Q (3161.413069 sec): 3 clusters Score: Raw -387035.816494 + Penalty 1577.147623 = -385458.668871 nChanged 30 SP:Iteration 22Q (3161.452306 sec): 3 clusters Score: Raw -387045.765253 + Penalty 1577.147623 = -385468.617630 nChanged 29 SP:Iteration 23Q (3161.504921 sec): 3 clusters Score: Raw -387054.015141 + Penalty 1577.147623 = -385476.867518 nChanged 29 SP:Iteration 24Q (3161.550170 sec): 3 clusters Score: Raw -387060.798197 + Penalty 1577.147623 = -385483.650575 nChanged 26 SP:Iteration 25Q (3161.596280 sec): 3 clusters Score: Raw -387068.261691 + Penalty 1577.147623 = -385491.114068 nChanged 23 SP:Iteration 26Q (3161.647325 sec): 3 clusters Score: Raw -387074.849918 + Penalty 1577.147623 = -385497.702295 nChanged 24 SP:Iteration 27Q (3161.697465 sec): 3 clusters Score: Raw -387080.228438 + Penalty 1577.147623 = -385503.080815 nChanged 21 SP:Iteration 28Q (3161.744441 sec): 3 clusters Score: Raw -387085.042950 + Penalty 1577.147623 = -385507.895328 nChanged 19 SP:Iteration 29Q (3161.791993 sec): 3 clusters Score: Raw -387088.873567 + Penalty 1577.147623 = -385511.725945 nChanged 13 SP:Iteration 30Q (3161.853032 sec): 3 clusters Score: Raw -387091.671459 + Penalty 1577.147623 = -385514.523836 nChanged 11 SP:Iteration 31Q (3161.895522 sec): 3 clusters Score: Raw -387093.471663 + Penalty 1577.147623 = -385516.324040 nChanged 13 SP:Iteration 32Q (3161.958657 sec): 3 clusters Score: Raw -387095.647766 + Penalty 1577.147623 = -385518.500143 nChanged 9 SP:Iteration 33Q (3162.007036 sec): 3 clusters Score: Raw -387097.113416 + Penalty 1577.147623 = -385519.965794 nChanged 5 SP:Iteration 34Q (3162.059951 sec): 3 clusters Score: Raw -387098.194826 + Penalty 1577.147623 = -385521.047204 nChanged 5 SP:Iteration 35Q (3162.110512 sec): 3 clusters Score: Raw -387098.698021 + Penalty 1577.147623 = -385521.550398 nChanged 4 SP:Iteration 36Q (3162.164015 sec): 3 clusters Score: Raw -387099.204409 + Penalty 1577.147623 = -385522.056786 nChanged 2 SP:Iteration 37Q (3162.205914 sec): 3 clusters Score: Raw -387099.355102 + Penalty 1577.147623 = -385522.207479 nChanged 1 SP:Iteration 38Q (3162.258929 sec): 3 clusters Score: Raw -387099.443322 + Penalty 1577.147623 = -385522.295700 nChanged 1 SP:Iteration 39Q (3162.315414 sec): 3 clusters Score: Raw -387099.544583 + Penalty 1577.147623 = -385522.396960 nChanged 0 SP:Iteration 40F (3162.358012 sec): 3 clusters Score: Raw -387099.544583 + Penalty 1577.147623 = -385522.396960 nChanged 0 Trying to split cluster 41 (7105 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3162.396532 sec): 2 clusters Score: Raw -674011.923214 + Penalty 842.512634 = -673169.410580 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3162.456657 sec): 3 clusters Score: Raw -669910.031948 + Penalty 1685.025268 = -668225.006680 nChanged 3137 SP:Iteration 1F (3162.510600 sec): 3 clusters Score: Raw -671636.644070 + Penalty 1685.025268 = -669951.618802 nChanged 481 SP:Iteration 2F (3162.571551 sec): 3 clusters Score: Raw -671898.847061 + Penalty 1685.025268 = -670213.821793 nChanged 460 SP:Iteration 3F (3162.622749 sec): 3 clusters Score: Raw -672155.656343 + Penalty 1685.025268 = -670470.631075 nChanged 428 SP:Iteration 4F (3162.676434 sec): 3 clusters Score: Raw -672371.241956 + Penalty 1685.025268 = -670686.216688 nChanged 357 SP:Iteration 5F (3162.725688 sec): 3 clusters Score: Raw -672568.243147 + Penalty 1685.025268 = -670883.217879 nChanged 361 SP:Iteration 6F (3162.775712 sec): 3 clusters Score: Raw -672789.337317 + Penalty 1685.025268 = -671104.312050 nChanged 314 SP:Iteration 7Q (3162.831805 sec): 3 clusters Score: Raw -672967.074099 + Penalty 1685.025268 = -671282.048831 nChanged 266 SP:Iteration 8Q (3162.875745 sec): 3 clusters Score: Raw -673119.317270 + Penalty 1685.025268 = -671434.292003 nChanged 234 SP:Iteration 9Q (3162.928197 sec): 3 clusters Score: Raw -673249.600688 + Penalty 1685.025268 = -671564.575420 nChanged 199 SP:Iteration 10Q (3162.982551 sec): 3 clusters Score: Raw -673350.403141 + Penalty 1685.025268 = -671665.377873 nChanged 187 SP:Iteration 11Q (3163.043057 sec): 3 clusters Score: Raw -673429.135502 + Penalty 1685.025268 = -671744.110235 nChanged 145 SP:Iteration 12Q (3163.096470 sec): 3 clusters Score: Raw -673481.023091 + Penalty 1685.025268 = -671795.997823 nChanged 110 SP:Iteration 13Q (3163.138428 sec): 3 clusters Score: Raw -673511.727369 + Penalty 1685.025268 = -671826.702101 nChanged 70 SP:Iteration 14Q (3163.201418 sec): 3 clusters Score: Raw -673525.985385 + Penalty 1685.025268 = -671840.960117 nChanged 48 SP:Iteration 15Q (3163.251890 sec): 3 clusters Score: Raw -673534.642359 + Penalty 1685.025268 = -671849.617091 nChanged 33 SP:Iteration 16Q (3163.304548 sec): 3 clusters Score: Raw -673540.509695 + Penalty 1685.025268 = -671855.484427 nChanged 29 SP:Iteration 17Q (3163.356231 sec): 3 clusters Score: Raw -673546.632814 + Penalty 1685.025268 = -671861.607546 nChanged 28 SP:Iteration 18Q (3163.412113 sec): 3 clusters Score: Raw -673551.550012 + Penalty 1685.025268 = -671866.524744 nChanged 24 SP:Iteration 19Q (3163.471621 sec): 3 clusters Score: Raw -673554.503377 + Penalty 1685.025268 = -671869.478110 nChanged 19 SP:Iteration 20F (3163.519453 sec): 3 clusters Score: Raw -673556.489954 + Penalty 1685.025268 = -671871.464686 nChanged 16 SP:Iteration 21Q (3163.581003 sec): 3 clusters Score: Raw -673558.048639 + Penalty 1685.025268 = -671873.023372 nChanged 14 SP:Iteration 22Q (3163.633381 sec): 3 clusters Score: Raw -673559.948821 + Penalty 1685.025268 = -671874.923553 nChanged 16 SP:Iteration 23Q (3163.682873 sec): 3 clusters Score: Raw -673562.177641 + Penalty 1685.025268 = -671877.152373 nChanged 19 SP:Iteration 24Q (3163.740541 sec): 3 clusters Score: Raw -673565.299896 + Penalty 1685.025268 = -671880.274628 nChanged 17 SP:Iteration 25Q (3163.790546 sec): 3 clusters Score: Raw -673567.806715 + Penalty 1685.025268 = -671882.781447 nChanged 20 SP:Iteration 26Q (3163.844748 sec): 3 clusters Score: Raw -673570.415035 + Penalty 1685.025268 = -671885.389768 nChanged 21 SP:Iteration 27Q (3163.902055 sec): 3 clusters Score: Raw -673573.335296 + Penalty 1685.025268 = -671888.310028 nChanged 31 SP:Iteration 28Q (3163.949315 sec): 3 clusters Score: Raw -673579.866879 + Penalty 1685.025268 = -671894.841611 nChanged 41 SP:Iteration 29Q (3164.004589 sec): 3 clusters Score: Raw -673590.987593 + Penalty 1685.025268 = -671905.962325 nChanged 53 SP:Iteration 30Q (3164.050501 sec): 3 clusters Score: Raw -673602.510183 + Penalty 1685.025268 = -671917.484916 nChanged 49 SP:Iteration 31Q (3164.096700 sec): 3 clusters Score: Raw -673617.257772 + Penalty 1685.025268 = -671932.232504 nChanged 51 SP:Iteration 32Q (3164.161641 sec): 3 clusters Score: Raw -673633.270584 + Penalty 1685.025268 = -671948.245316 nChanged 58 SP:Iteration 33Q (3164.215228 sec): 3 clusters Score: Raw -673653.492355 + Penalty 1685.025268 = -671968.467088 nChanged 63 SP:Iteration 34Q (3164.264650 sec): 3 clusters Score: Raw -673675.203219 + Penalty 1685.025268 = -671990.177951 nChanged 71 SP:Iteration 35Q (3164.319460 sec): 3 clusters Score: Raw -673700.265431 + Penalty 1685.025268 = -672015.240163 nChanged 73 SP:Iteration 36Q (3164.369644 sec): 3 clusters Score: Raw -673724.612558 + Penalty 1685.025268 = -672039.587291 nChanged 73 SP:Iteration 37Q (3164.422665 sec): 3 clusters Score: Raw -673749.932956 + Penalty 1685.025268 = -672064.907688 nChanged 79 SP:Iteration 38Q (3164.475956 sec): 3 clusters Score: Raw -673777.301979 + Penalty 1685.025268 = -672092.276711 nChanged 75 SP:Iteration 39Q (3164.519632 sec): 3 clusters Score: Raw -673803.213251 + Penalty 1685.025268 = -672118.187983 nChanged 85 SP:Iteration 40F (3164.567850 sec): 3 clusters Score: Raw -673834.397208 + Penalty 1685.025268 = -672149.371941 nChanged 82 SP:Iteration 41Q (3164.622112 sec): 3 clusters Score: Raw -673861.799653 + Penalty 1685.025268 = -672176.774385 nChanged 77 SP:Iteration 42Q (3164.669727 sec): 3 clusters Score: Raw -673891.360202 + Penalty 1685.025268 = -672206.334935 nChanged 75 SP:Iteration 43Q (3164.726595 sec): 3 clusters Score: Raw -673917.196560 + Penalty 1685.025268 = -672232.171292 nChanged 71 SP:Iteration 44Q (3164.768336 sec): 3 clusters Score: Raw -673945.442157 + Penalty 1685.025268 = -672260.416890 nChanged 56 SP:Iteration 45Q (3164.830464 sec): 3 clusters Score: Raw -673969.732781 + Penalty 1685.025268 = -672284.707513 nChanged 63 SP:Iteration 46Q (3164.884508 sec): 3 clusters Score: Raw -673997.084267 + Penalty 1685.025268 = -672312.058999 nChanged 54 SP:Iteration 47Q (3164.934431 sec): 3 clusters Score: Raw -674022.269889 + Penalty 1685.025268 = -672337.244622 nChanged 53 SP:Iteration 48Q (3164.981731 sec): 3 clusters Score: Raw -674043.654930 + Penalty 1685.025268 = -672358.629662 nChanged 46 SP:Iteration 49Q (3165.041799 sec): 3 clusters Score: Raw -674058.729102 + Penalty 1685.025268 = -672373.703834 nChanged 30 SP:Iteration 50Q (3165.087064 sec): 3 clusters Score: Raw -674069.667140 + Penalty 1685.025268 = -672384.641873 nChanged 31 SP:Iteration 51Q (3165.140332 sec): 3 clusters Score: Raw -674080.831987 + Penalty 1685.025268 = -672395.806719 nChanged 28 SP:Iteration 52Q (3165.182770 sec): 3 clusters Score: Raw -674088.793654 + Penalty 1685.025268 = -672403.768387 nChanged 14 SP:Iteration 53Q (3165.234745 sec): 3 clusters Score: Raw -674092.971858 + Penalty 1685.025268 = -672407.946590 nChanged 14 SP:Iteration 54Q (3165.290906 sec): 3 clusters Score: Raw -674096.873868 + Penalty 1685.025268 = -672411.848600 nChanged 16 SP:Iteration 55Q (3165.351042 sec): 3 clusters Score: Raw -674103.605205 + Penalty 1685.025268 = -672418.579937 nChanged 18 SP:Iteration 56Q (3165.394188 sec): 3 clusters Score: Raw -674109.062197 + Penalty 1685.025268 = -672424.036929 nChanged 24 SP:Iteration 57Q (3165.444348 sec): 3 clusters Score: Raw -674115.818166 + Penalty 1685.025268 = -672430.792898 nChanged 18 SP:Iteration 58Q (3165.486246 sec): 3 clusters Score: Raw -674121.061459 + Penalty 1685.025268 = -672436.036192 nChanged 13 SP:Iteration 59Q (3165.539523 sec): 3 clusters Score: Raw -674126.525968 + Penalty 1685.025268 = -672441.500700 nChanged 14 SP:Iteration 60F (3165.582620 sec): 3 clusters Score: Raw -674134.102205 + Penalty 1685.025268 = -672449.076937 nChanged 15 SP:Iteration 61Q (3165.622600 sec): 3 clusters Score: Raw -674143.328013 + Penalty 1685.025268 = -672458.302746 nChanged 18 SP:Iteration 62Q (3165.672269 sec): 3 clusters Score: Raw -674154.987910 + Penalty 1685.025268 = -672469.962642 nChanged 8 SP:Iteration 63Q (3165.730307 sec): 3 clusters Score: Raw -674158.170258 + Penalty 1685.025268 = -672473.144991 nChanged 8 SP:Iteration 64Q (3165.784686 sec): 3 clusters Score: Raw -674159.991472 + Penalty 1685.025268 = -672474.966204 nChanged 3 SP:Iteration 65Q (3165.822093 sec): 3 clusters Score: Raw -674160.525535 + Penalty 1685.025268 = -672475.500268 nChanged 5 SP:Iteration 66Q (3165.875322 sec): 3 clusters Score: Raw -674161.850923 + Penalty 1685.025268 = -672476.825655 nChanged 3 SP:Iteration 67Q (3165.921359 sec): 3 clusters Score: Raw -674163.252723 + Penalty 1685.025268 = -672478.227456 nChanged 5 SP:Iteration 68Q (3165.969907 sec): 3 clusters Score: Raw -674165.102975 + Penalty 1685.025268 = -672480.077708 nChanged 5 SP:Iteration 69Q (3166.010228 sec): 3 clusters Score: Raw -674166.131572 + Penalty 1685.025268 = -672481.106304 nChanged 4 SP:Iteration 70Q (3166.063101 sec): 3 clusters Score: Raw -674167.884840 + Penalty 1685.025268 = -672482.859573 nChanged 5 SP:Iteration 71Q (3166.123554 sec): 3 clusters Score: Raw -674170.562112 + Penalty 1685.025268 = -672485.536845 nChanged 7 SP:Iteration 72Q (3166.174745 sec): 3 clusters Score: Raw -674172.958240 + Penalty 1685.025268 = -672487.932972 nChanged 10 SP:Iteration 73Q (3166.227224 sec): 3 clusters Score: Raw -674176.768152 + Penalty 1685.025268 = -672491.742885 nChanged 3 SP:Iteration 74Q (3166.276405 sec): 3 clusters Score: Raw -674177.489867 + Penalty 1685.025268 = -672492.464599 nChanged 3 SP:Iteration 75Q (3166.335856 sec): 3 clusters Score: Raw -674178.055520 + Penalty 1685.025268 = -672493.030252 nChanged 2 SP:Iteration 76Q (3166.388578 sec): 3 clusters Score: Raw -674178.491105 + Penalty 1685.025268 = -672493.465838 nChanged 3 SP:Iteration 77Q (3166.428361 sec): 3 clusters Score: Raw -674179.134025 + Penalty 1685.025268 = -672494.108757 nChanged 4 SP:Iteration 78Q (3166.492740 sec): 3 clusters Score: Raw -674180.289759 + Penalty 1685.025268 = -672495.264492 nChanged 3 SP:Iteration 79Q (3166.544756 sec): 3 clusters Score: Raw -674180.817562 + Penalty 1685.025268 = -672495.792294 nChanged 0 SP:Iteration 80F (3166.589227 sec): 3 clusters Score: Raw -674180.817562 + Penalty 1685.025268 = -672495.792294 nChanged 0 Iteration 219Q (3175.179353 sec): 42 clusters Score: Raw -89568083.038713 + Penalty 53737.232514 = -89514345.806199 nChanged 260 Iteration 220F (3194.261993 sec): 42 clusters Score: Raw -89568092.101980 + Penalty 53737.232514 = -89514354.869466 nChanged 278 Iteration 221Q (3203.206766 sec): 42 clusters Score: Raw -89568133.852801 + Penalty 53737.232514 = -89514396.620287 nChanged 277 Iteration 222Q (3211.272356 sec): 42 clusters Score: Raw -89568159.780994 + Penalty 53737.232514 = -89514422.548480 nChanged 310 Iteration 223Q (3219.729285 sec): 42 clusters Score: Raw -89568172.763244 + Penalty 53737.232514 = -89514435.530730 nChanged 308 Iteration 224Q (3228.538184 sec): 42 clusters Score: Raw -89568185.764388 + Penalty 53737.232514 = -89514448.531874 nChanged 315 Iteration 225Q (3237.211474 sec): 42 clusters Score: Raw -89568198.780666 + Penalty 53737.232514 = -89514461.548152 nChanged 306 Iteration 226Q (3246.191923 sec): 42 clusters Score: Raw -89568213.608053 + Penalty 53737.232514 = -89514476.375539 nChanged 276 Iteration 227Q (3255.046430 sec): 42 clusters Score: Raw -89568224.651222 + Penalty 53737.232514 = -89514487.418708 nChanged 284 Iteration 228Q (3264.072916 sec): 42 clusters Score: Raw -89568236.733007 + Penalty 53737.232514 = -89514499.500494 nChanged 289 Iteration 229Q (3272.900584 sec): 42 clusters Score: Raw -89568251.097751 + Penalty 53737.232514 = -89514513.865237 nChanged 329 Iteration 230Q (3281.815493 sec): 42 clusters Score: Raw -89568267.441912 + Penalty 53737.232514 = -89514530.209398 nChanged 298 Iteration 231Q (3290.629529 sec): 42 clusters Score: Raw -89568277.443260 + Penalty 53737.232514 = -89514540.210746 nChanged 289 Iteration 232Q (3299.215980 sec): 42 clusters Score: Raw -89568290.224566 + Penalty 53737.232514 = -89514552.992052 nChanged 299 Iteration 233Q (3308.007041 sec): 42 clusters Score: Raw -89568303.689985 + Penalty 53737.232514 = -89514566.457471 nChanged 273 Iteration 234Q (3316.979864 sec): 42 clusters Score: Raw -89568314.577147 + Penalty 53737.232514 = -89514577.344633 nChanged 268 Iteration 235Q (3325.902007 sec): 42 clusters Score: Raw -89568322.301143 + Penalty 53737.232514 = -89514585.068629 nChanged 243 Iteration 236Q (3334.923144 sec): 42 clusters Score: Raw -89568329.369785 + Penalty 53737.232514 = -89514592.137271 nChanged 246 Iteration 237Q (3344.021940 sec): 42 clusters Score: Raw -89568336.792363 + Penalty 53737.232514 = -89514599.559849 nChanged 247 Iteration 238Q (3353.067150 sec): 42 clusters Score: Raw -89568343.912494 + Penalty 53737.232514 = -89514606.679980 nChanged 255 Iteration 239Q (3362.441409 sec): 42 clusters Score: Raw -89568352.124280 + Penalty 53737.232514 = -89514614.891766 nChanged 236 Iteration 240F (3381.766781 sec): 42 clusters Score: Raw -89568439.790332 + Penalty 53737.232514 = -89514702.557818 nChanged 217 Iteration 241Q (3390.936552 sec): 42 clusters Score: Raw -89568502.058571 + Penalty 53737.232514 = -89514764.826057 nChanged 199 Iteration 242Q (3400.233793 sec): 42 clusters Score: Raw -89568510.797611 + Penalty 53737.232514 = -89514773.565097 nChanged 184 Iteration 243Q (3409.861004 sec): 42 clusters Score: Raw -89568517.904661 + Penalty 53737.232514 = -89514780.672147 nChanged 188 Iteration 244Q (3419.502994 sec): 42 clusters Score: Raw -89568524.779495 + Penalty 53737.232514 = -89514787.546981 nChanged 165 Iteration 245Q (3428.842458 sec): 42 clusters Score: Raw -89568528.783633 + Penalty 53737.232514 = -89514791.551119 nChanged 160 Iteration 246Q (3437.623804 sec): 42 clusters Score: Raw -89568532.014658 + Penalty 53737.232514 = -89514794.782144 nChanged 142 Iteration 247Q (3446.200056 sec): 42 clusters Score: Raw -89568534.627307 + Penalty 53737.232514 = -89514797.394793 nChanged 136 Iteration 248Q (3455.387007 sec): 42 clusters Score: Raw -89568536.744538 + Penalty 53737.232514 = -89514799.512024 nChanged 112 Iteration 249Q (3464.895835 sec): 42 clusters Score: Raw -89568538.658992 + Penalty 53737.232514 = -89514801.426478 nChanged 118 Iteration 250Q (3474.433010 sec): 42 clusters Score: Raw -89568540.739141 + Penalty 53737.232514 = -89514803.506627 nChanged 107 Iteration 251Q (3484.113051 sec): 42 clusters Score: Raw -89568542.851964 + Penalty 53737.232514 = -89514805.619450 nChanged 110 Iteration 252Q (3493.551001 sec): 42 clusters Score: Raw -89568544.573781 + Penalty 53737.232514 = -89514807.341267 nChanged 101 Iteration 253Q (3502.510843 sec): 42 clusters Score: Raw -89568546.326887 + Penalty 53737.232514 = -89514809.094373 nChanged 109 Iteration 254Q (3511.517560 sec): 42 clusters Score: Raw -89568548.041765 + Penalty 53737.232514 = -89514810.809251 nChanged 105 Iteration 255Q (3520.881279 sec): 42 clusters Score: Raw -89568550.255740 + Penalty 53737.232514 = -89514813.023227 nChanged 93 Iteration 256Q (3530.319012 sec): 42 clusters Score: Raw -89568552.272592 + Penalty 53737.232514 = -89514815.040078 nChanged 87 Iteration 257Q (3539.890196 sec): 42 clusters Score: Raw -89568553.730596 + Penalty 53737.232514 = -89514816.498082 nChanged 87 Iteration 258Q (3549.273149 sec): 42 clusters Score: Raw -89568555.308387 + Penalty 53737.232514 = -89514818.075873 nChanged 75 Writing temp clu file Because OldScore, -89514816.498082, is greater than current (better) Score,-89514818.075873 Compute initial score before splitting: Score: Raw -89568555.308387 + Penalty 53737.232514 = -89514818.075873 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3549.568431 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3549.617852 sec): 3 clusters Score: Raw -95033.489125 + Penalty 1299.906941 = -93733.582185 nChanged 318 SP:Iteration 1F (3549.662549 sec): 3 clusters Score: Raw -95272.508188 + Penalty 1299.906941 = -93972.601247 nChanged 83 SP:Iteration 2F (3549.699268 sec): 3 clusters Score: Raw -95360.395750 + Penalty 1299.906941 = -94060.488810 nChanged 42 SP:Iteration 3Q (3549.746293 sec): 3 clusters Score: Raw -95394.358163 + Penalty 1299.906941 = -94094.451222 nChanged 20 SP:Iteration 4Q (3549.803593 sec): 3 clusters Score: Raw -95409.656277 + Penalty 1299.906941 = -94109.749336 nChanged 20 SP:Iteration 5Q (3549.840842 sec): 3 clusters Score: Raw -95423.471438 + Penalty 1299.906941 = -94123.564498 nChanged 10 SP:Iteration 6Q (3549.889249 sec): 3 clusters Score: Raw -95432.047808 + Penalty 1299.906941 = -94132.140867 nChanged 10 SP:Iteration 7Q (3549.929346 sec): 3 clusters Score: Raw -95441.504196 + Penalty 1299.906941 = -94141.597255 nChanged 11 SP:Iteration 8Q (3549.962897 sec): 3 clusters Score: Raw -95449.653815 + Penalty 1299.906941 = -94149.746874 nChanged 12 SP:Iteration 9Q (3550.005277 sec): 3 clusters Score: Raw -95456.901863 + Penalty 1299.906941 = -94156.994922 nChanged 6 SP:Iteration 10Q (3550.053010 sec): 3 clusters Score: Raw -95461.192253 + Penalty 1299.906941 = -94161.285312 nChanged 10 SP:Iteration 11Q (3550.101785 sec): 3 clusters Score: Raw -95468.724536 + Penalty 1299.906941 = -94168.817595 nChanged 10 SP:Iteration 12Q (3550.141079 sec): 3 clusters Score: Raw -95476.126234 + Penalty 1299.906941 = -94176.219294 nChanged 10 SP:Iteration 13Q (3550.170098 sec): 3 clusters Score: Raw -95483.601895 + Penalty 1299.906941 = -94183.694954 nChanged 6 SP:Iteration 14Q (3550.209085 sec): 3 clusters Score: Raw -95486.564880 + Penalty 1299.906941 = -94186.657939 nChanged 5 SP:Iteration 15Q (3550.256372 sec): 3 clusters Score: Raw -95490.756165 + Penalty 1299.906941 = -94190.849225 nChanged 7 SP:Iteration 16Q (3550.304212 sec): 3 clusters Score: Raw -95497.676615 + Penalty 1299.906941 = -94197.769674 nChanged 3 SP:Iteration 17Q (3550.346546 sec): 3 clusters Score: Raw -95500.224316 + Penalty 1299.906941 = -94200.317375 nChanged 3 SP:Iteration 18Q (3550.396960 sec): 3 clusters Score: Raw -95501.179271 + Penalty 1299.906941 = -94201.272330 nChanged 1 SP:Iteration 19Q (3550.443829 sec): 3 clusters Score: Raw -95501.321996 + Penalty 1299.906941 = -94201.415056 nChanged 0 SP:Iteration 20F (3550.498033 sec): 3 clusters Score: Raw -95501.321996 + Penalty 1299.906941 = -94201.415056 nChanged 0 Trying to split cluster 2 (4254 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3550.527953 sec): 2 clusters Score: Raw -391122.163993 + Penalty 793.783425 = -390328.380568 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3550.574715 sec): 3 clusters Score: Raw -388753.012858 + Penalty 1587.566849 = -387165.446009 nChanged 1818 SP:Iteration 1F (3550.627890 sec): 3 clusters Score: Raw -389833.970771 + Penalty 1587.566849 = -388246.403922 nChanged 328 SP:Iteration 2F (3550.681167 sec): 3 clusters Score: Raw -390030.389878 + Penalty 1587.566849 = -388442.823029 nChanged 251 SP:Iteration 3F (3550.728294 sec): 3 clusters Score: Raw -390197.733978 + Penalty 1587.566849 = -388610.167129 nChanged 224 SP:Iteration 4F (3550.774244 sec): 3 clusters Score: Raw -390338.268669 + Penalty 1587.566849 = -388750.701820 nChanged 188 SP:Iteration 5Q (3550.818658 sec): 3 clusters Score: Raw -390442.615308 + Penalty 1587.566849 = -388855.048459 nChanged 172 SP:Iteration 6Q (3550.880765 sec): 3 clusters Score: Raw -390549.167322 + Penalty 1587.566849 = -388961.600473 nChanged 164 SP:Iteration 7Q (3550.927497 sec): 3 clusters Score: Raw -390666.330525 + Penalty 1587.566849 = -389078.763676 nChanged 167 SP:Iteration 8Q (3550.972065 sec): 3 clusters Score: Raw -390805.878617 + Penalty 1587.566849 = -389218.311768 nChanged 151 SP:Iteration 9Q (3551.025774 sec): 3 clusters Score: Raw -390935.087572 + Penalty 1587.566849 = -389347.520722 nChanged 146 SP:Iteration 10Q (3551.079020 sec): 3 clusters Score: Raw -391069.732281 + Penalty 1587.566849 = -389482.165432 nChanged 120 SP:Iteration 11Q (3551.140011 sec): 3 clusters Score: Raw -391182.286726 + Penalty 1587.566849 = -389594.719877 nChanged 99 SP:Iteration 12Q (3551.195689 sec): 3 clusters Score: Raw -391258.601834 + Penalty 1587.566849 = -389671.034985 nChanged 58 SP:Iteration 13Q (3551.232405 sec): 3 clusters Score: Raw -391294.155076 + Penalty 1587.566849 = -389706.588227 nChanged 52 SP:Iteration 14Q (3551.289238 sec): 3 clusters Score: Raw -391329.015556 + Penalty 1587.566849 = -389741.448707 nChanged 39 SP:Iteration 15Q (3551.322811 sec): 3 clusters Score: Raw -391351.961039 + Penalty 1587.566849 = -389764.394189 nChanged 37 SP:Iteration 16Q (3551.366333 sec): 3 clusters Score: Raw -391377.141799 + Penalty 1587.566849 = -389789.574950 nChanged 32 SP:Iteration 17Q (3551.412393 sec): 3 clusters Score: Raw -391394.831141 + Penalty 1587.566849 = -389807.264292 nChanged 18 SP:Iteration 18Q (3551.469765 sec): 3 clusters Score: Raw -391405.651613 + Penalty 1587.566849 = -389818.084764 nChanged 18 SP:Iteration 19Q (3551.518726 sec): 3 clusters Score: Raw -391416.195068 + Penalty 1587.566849 = -389828.628219 nChanged 19 SP:Iteration 20F (3551.559743 sec): 3 clusters Score: Raw -391429.663444 + Penalty 1587.566849 = -389842.096595 nChanged 24 SP:Iteration 21Q (3551.598254 sec): 3 clusters Score: Raw -391440.793472 + Penalty 1587.566849 = -389853.226623 nChanged 23 SP:Iteration 22Q (3551.656552 sec): 3 clusters Score: Raw -391451.691306 + Penalty 1587.566849 = -389864.124457 nChanged 13 SP:Iteration 23Q (3551.698165 sec): 3 clusters Score: Raw -391458.489955 + Penalty 1587.566849 = -389870.923105 nChanged 12 SP:Iteration 24Q (3551.750412 sec): 3 clusters Score: Raw -391464.302511 + Penalty 1587.566849 = -389876.735662 nChanged 8 SP:Iteration 25Q (3551.808809 sec): 3 clusters Score: Raw -391467.352030 + Penalty 1587.566849 = -389879.785181 nChanged 5 SP:Iteration 26Q (3551.863140 sec): 3 clusters Score: Raw -391469.281837 + Penalty 1587.566849 = -389881.714988 nChanged 3 SP:Iteration 27Q (3551.903625 sec): 3 clusters Score: Raw -391470.314316 + Penalty 1587.566849 = -389882.747466 nChanged 3 SP:Iteration 28Q (3551.959269 sec): 3 clusters Score: Raw -391471.232151 + Penalty 1587.566849 = -389883.665302 nChanged 4 SP:Iteration 29Q (3552.013723 sec): 3 clusters Score: Raw -391473.005458 + Penalty 1587.566849 = -389885.438609 nChanged 3 SP:Iteration 30Q (3552.068354 sec): 3 clusters Score: Raw -391473.622805 + Penalty 1587.566849 = -389886.055956 nChanged 0 SP:Iteration 31F (3552.109803 sec): 3 clusters Score: Raw -391473.622805 + Penalty 1587.566849 = -389886.055956 nChanged 0 Trying to split cluster 3 (49438 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3552.201350 sec): 2 clusters Score: Raw -4390611.387650 + Penalty 1026.805091 = -4389584.582560 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3552.316326 sec): 3 clusters Score: Raw -4358679.776975 + Penalty 2053.610181 = -4356626.166793 nChanged 23477 SP:Iteration 1F (3552.424495 sec): 3 clusters Score: Raw -4372410.455123 + Penalty 2053.610181 = -4370356.844941 nChanged 2368 SP:Iteration 2Q (3552.529038 sec): 3 clusters Score: Raw -4373310.208964 + Penalty 2053.610181 = -4371256.598783 nChanged 2644 SP:Iteration 3F (3552.634321 sec): 3 clusters Score: Raw -4374569.211534 + Penalty 2053.610181 = -4372515.601352 nChanged 3109 SP:Iteration 4F (3552.708853 sec): 3 clusters Score: Raw -4376511.496975 + Penalty 2053.610181 = -4374457.886794 nChanged 3590 SP:Iteration 5F (3552.784868 sec): 3 clusters Score: Raw -4379256.928891 + Penalty 2053.610181 = -4377203.318710 nChanged 3701 SP:Iteration 6F (3552.860724 sec): 3 clusters Score: Raw -4382453.245888 + Penalty 2053.610181 = -4380399.635707 nChanged 3287 SP:Iteration 7F (3552.936504 sec): 3 clusters Score: Raw -4385481.523378 + Penalty 2053.610181 = -4383427.913197 nChanged 2416 SP:Iteration 8Q (3553.014774 sec): 3 clusters Score: Raw -4387650.858783 + Penalty 2053.610181 = -4385597.248602 nChanged 1654 SP:Iteration 9Q (3553.088191 sec): 3 clusters Score: Raw -4389048.804331 + Penalty 2053.610181 = -4386995.194150 nChanged 1006 SP:Iteration 10Q (3553.186879 sec): 3 clusters Score: Raw -4389830.333190 + Penalty 2053.610181 = -4387776.723009 nChanged 627 SP:Iteration 11Q (3553.295194 sec): 3 clusters Score: Raw -4390284.406143 + Penalty 2053.610181 = -4388230.795961 nChanged 404 SP:Iteration 12Q (3553.388160 sec): 3 clusters Score: Raw -4390553.091563 + Penalty 2053.610181 = -4388499.481382 nChanged 246 SP:Iteration 13Q (3553.485851 sec): 3 clusters Score: Raw -4390701.430542 + Penalty 2053.610181 = -4388647.820360 nChanged 169 SP:Iteration 14Q (3553.583208 sec): 3 clusters Score: Raw -4390796.885430 + Penalty 2053.610181 = -4388743.275249 nChanged 106 SP:Iteration 15Q (3553.679449 sec): 3 clusters Score: Raw -4390854.858681 + Penalty 2053.610181 = -4388801.248499 nChanged 77 SP:Iteration 16Q (3553.776057 sec): 3 clusters Score: Raw -4390895.026985 + Penalty 2053.610181 = -4388841.416804 nChanged 49 SP:Iteration 17Q (3553.867759 sec): 3 clusters Score: Raw -4390916.980839 + Penalty 2053.610181 = -4388863.370657 nChanged 30 SP:Iteration 18Q (3553.961782 sec): 3 clusters Score: Raw -4390931.889635 + Penalty 2053.610181 = -4388878.279454 nChanged 31 SP:Iteration 19Q (3554.063624 sec): 3 clusters Score: Raw -4390949.228279 + Penalty 2053.610181 = -4388895.618098 nChanged 30 SP:Iteration 20F (3554.170599 sec): 3 clusters Score: Raw -4390965.004254 + Penalty 2053.610181 = -4388911.394073 nChanged 28 SP:Iteration 21Q (3554.265430 sec): 3 clusters Score: Raw -4390982.505263 + Penalty 2053.610181 = -4388928.895082 nChanged 23 SP:Iteration 22Q (3554.360711 sec): 3 clusters Score: Raw -4390999.732119 + Penalty 2053.610181 = -4388946.121938 nChanged 24 SP:Iteration 23Q (3554.450265 sec): 3 clusters Score: Raw -4391011.119591 + Penalty 2053.610181 = -4388957.509410 nChanged 14 SP:Iteration 24Q (3554.545703 sec): 3 clusters Score: Raw -4391016.108309 + Penalty 2053.610181 = -4388962.498127 nChanged 17 SP:Iteration 25Q (3554.639305 sec): 3 clusters Score: Raw -4391023.718652 + Penalty 2053.610181 = -4388970.108471 nChanged 14 SP:Iteration 26Q (3554.734099 sec): 3 clusters Score: Raw -4391028.069145 + Penalty 2053.610181 = -4388974.458964 nChanged 6 SP:Iteration 27Q (3554.828438 sec): 3 clusters Score: Raw -4391030.459744 + Penalty 2053.610181 = -4388976.849562 nChanged 12 SP:Iteration 28Q (3554.922844 sec): 3 clusters Score: Raw -4391035.273522 + Penalty 2053.610181 = -4388981.663340 nChanged 6 SP:Iteration 29Q (3555.009942 sec): 3 clusters Score: Raw -4391038.086221 + Penalty 2053.610181 = -4388984.476040 nChanged 7 SP:Iteration 30Q (3555.099830 sec): 3 clusters Score: Raw -4391040.782284 + Penalty 2053.610181 = -4388987.172103 nChanged 7 SP:Iteration 31Q (3555.187016 sec): 3 clusters Score: Raw -4391045.338768 + Penalty 2053.610181 = -4388991.728587 nChanged 5 SP:Iteration 32Q (3555.283244 sec): 3 clusters Score: Raw -4391047.476869 + Penalty 2053.610181 = -4388993.866688 nChanged 5 SP:Iteration 33Q (3555.350579 sec): 3 clusters Score: Raw -4391048.699118 + Penalty 2053.610181 = -4388995.088937 nChanged 5 SP:Iteration 34Q (3555.453124 sec): 3 clusters Score: Raw -4391051.023764 + Penalty 2053.610181 = -4388997.413582 nChanged 4 SP:Iteration 35Q (3555.547071 sec): 3 clusters Score: Raw -4391052.162493 + Penalty 2053.610181 = -4388998.552312 nChanged 4 SP:Iteration 36Q (3555.638606 sec): 3 clusters Score: Raw -4391054.615601 + Penalty 2053.610181 = -4389001.005420 nChanged 6 SP:Iteration 37Q (3555.739085 sec): 3 clusters Score: Raw -4391056.767267 + Penalty 2053.610181 = -4389003.157086 nChanged 5 SP:Iteration 38Q (3555.840890 sec): 3 clusters Score: Raw -4391058.065678 + Penalty 2053.610181 = -4389004.455497 nChanged 4 SP:Iteration 39Q (3555.929859 sec): 3 clusters Score: Raw -4391058.837770 + Penalty 2053.610181 = -4389005.227588 nChanged 1 SP:Iteration 40F (3556.035128 sec): 3 clusters Score: Raw -4391059.061513 + Penalty 2053.610181 = -4389005.451332 nChanged 0 Trying to split cluster 4 (18887 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3556.086365 sec): 2 clusters Score: Raw -1808593.134734 + Penalty 935.391768 = -1807657.742966 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3556.157144 sec): 3 clusters Score: Raw -1796868.423895 + Penalty 1870.783535 = -1794997.640360 nChanged 8729 SP:Iteration 1F (3556.219291 sec): 3 clusters Score: Raw -1801730.204341 + Penalty 1870.783535 = -1799859.420806 nChanged 836 SP:Iteration 2Q (3556.298608 sec): 3 clusters Score: Raw -1801995.342508 + Penalty 1870.783535 = -1800124.558972 nChanged 827 SP:Iteration 3Q (3556.370132 sec): 3 clusters Score: Raw -1802278.903178 + Penalty 1870.783535 = -1800408.119642 nChanged 873 SP:Iteration 4Q (3556.414422 sec): 3 clusters Score: Raw -1802643.694305 + Penalty 1870.783535 = -1800772.910770 nChanged 945 SP:Iteration 5F (3556.481326 sec): 3 clusters Score: Raw -1803174.774517 + Penalty 1870.783535 = -1801303.990982 nChanged 1144 SP:Iteration 6F (3556.557306 sec): 3 clusters Score: Raw -1803936.835463 + Penalty 1870.783535 = -1802066.051927 nChanged 1289 SP:Iteration 7F (3556.620898 sec): 3 clusters Score: Raw -1804843.229039 + Penalty 1870.783535 = -1802972.445504 nChanged 1150 SP:Iteration 8F (3556.688097 sec): 3 clusters Score: Raw -1805693.276247 + Penalty 1870.783535 = -1803822.492712 nChanged 959 SP:Iteration 9F (3556.759547 sec): 3 clusters Score: Raw -1806355.897297 + Penalty 1870.783535 = -1804485.113761 nChanged 737 SP:Iteration 10Q (3556.827273 sec): 3 clusters Score: Raw -1806773.115473 + Penalty 1870.783535 = -1804902.331937 nChanged 538 SP:Iteration 11Q (3556.900333 sec): 3 clusters Score: Raw -1806974.412355 + Penalty 1870.783535 = -1805103.628819 nChanged 330 SP:Iteration 12Q (3556.964649 sec): 3 clusters Score: Raw -1807068.903605 + Penalty 1870.783535 = -1805198.120070 nChanged 241 SP:Iteration 13Q (3557.046678 sec): 3 clusters Score: Raw -1807132.777584 + Penalty 1870.783535 = -1805261.994048 nChanged 181 SP:Iteration 14Q (3557.112110 sec): 3 clusters Score: Raw -1807176.328608 + Penalty 1870.783535 = -1805305.545073 nChanged 161 SP:Iteration 15Q (3557.192700 sec): 3 clusters Score: Raw -1807215.188481 + Penalty 1870.783535 = -1805344.404945 nChanged 144 SP:Iteration 16Q (3557.264559 sec): 3 clusters Score: Raw -1807246.136030 + Penalty 1870.783535 = -1805375.352494 nChanged 150 SP:Iteration 17Q (3557.335216 sec): 3 clusters Score: Raw -1807280.981632 + Penalty 1870.783535 = -1805410.198096 nChanged 148 SP:Iteration 18Q (3557.405270 sec): 3 clusters Score: Raw -1807313.453392 + Penalty 1870.783535 = -1805442.669856 nChanged 148 SP:Iteration 19Q (3557.472820 sec): 3 clusters Score: Raw -1807347.314450 + Penalty 1870.783535 = -1805476.530915 nChanged 145 SP:Iteration 20F (3557.545432 sec): 3 clusters Score: Raw -1807381.779701 + Penalty 1870.783535 = -1805510.996166 nChanged 139 SP:Iteration 21Q (3557.608978 sec): 3 clusters Score: Raw -1807411.174995 + Penalty 1870.783535 = -1805540.391460 nChanged 127 SP:Iteration 22Q (3557.688346 sec): 3 clusters Score: Raw -1807441.596248 + Penalty 1870.783535 = -1805570.812712 nChanged 150 SP:Iteration 23Q (3557.759166 sec): 3 clusters Score: Raw -1807482.035492 + Penalty 1870.783535 = -1805611.251957 nChanged 154 SP:Iteration 24Q (3557.830412 sec): 3 clusters Score: Raw -1807526.983844 + Penalty 1870.783535 = -1805656.200308 nChanged 177 SP:Iteration 25Q (3557.892175 sec): 3 clusters Score: Raw -1807576.574035 + Penalty 1870.783535 = -1805705.790499 nChanged 162 SP:Iteration 26Q (3557.960834 sec): 3 clusters Score: Raw -1807622.427350 + Penalty 1870.783535 = -1805751.643814 nChanged 171 SP:Iteration 27Q (3558.032585 sec): 3 clusters Score: Raw -1807669.385433 + Penalty 1870.783535 = -1805798.601897 nChanged 158 SP:Iteration 28Q (3558.102638 sec): 3 clusters Score: Raw -1807713.373179 + Penalty 1870.783535 = -1805842.589644 nChanged 179 SP:Iteration 29Q (3558.170146 sec): 3 clusters Score: Raw -1807768.948219 + Penalty 1870.783535 = -1805898.164684 nChanged 160 SP:Iteration 30Q (3558.235378 sec): 3 clusters Score: Raw -1807822.476379 + Penalty 1870.783535 = -1805951.692844 nChanged 172 SP:Iteration 31Q (3558.309120 sec): 3 clusters Score: Raw -1807881.793858 + Penalty 1870.783535 = -1806011.010323 nChanged 178 SP:Iteration 32Q (3558.378746 sec): 3 clusters Score: Raw -1807949.350359 + Penalty 1870.783535 = -1806078.566824 nChanged 174 SP:Iteration 33Q (3558.445042 sec): 3 clusters Score: Raw -1808021.032607 + Penalty 1870.783535 = -1806150.249071 nChanged 183 SP:Iteration 34Q (3558.510582 sec): 3 clusters Score: Raw -1808105.458983 + Penalty 1870.783535 = -1806234.675448 nChanged 201 SP:Iteration 35Q (3558.570892 sec): 3 clusters Score: Raw -1808208.343147 + Penalty 1870.783535 = -1806337.559611 nChanged 191 SP:Iteration 36Q (3558.626866 sec): 3 clusters Score: Raw -1808304.161269 + Penalty 1870.783535 = -1806433.377733 nChanged 179 SP:Iteration 37Q (3558.697026 sec): 3 clusters Score: Raw -1808397.604460 + Penalty 1870.783535 = -1806526.820924 nChanged 180 SP:Iteration 38Q (3558.754465 sec): 3 clusters Score: Raw -1808501.477812 + Penalty 1870.783535 = -1806630.694276 nChanged 161 SP:Iteration 39Q (3558.831777 sec): 3 clusters Score: Raw -1808589.238109 + Penalty 1870.783535 = -1806718.454574 nChanged 172 SP:Iteration 40F (3558.889298 sec): 3 clusters Score: Raw -1808674.624442 + Penalty 1870.783535 = -1806803.840907 nChanged 153 SP:Iteration 41Q (3558.955407 sec): 3 clusters Score: Raw -1808750.402006 + Penalty 1870.783535 = -1806879.618471 nChanged 120 SP:Iteration 42Q (3559.014127 sec): 3 clusters Score: Raw -1808802.640794 + Penalty 1870.783535 = -1806931.857258 nChanged 108 SP:Iteration 43Q (3559.085578 sec): 3 clusters Score: Raw -1808849.613466 + Penalty 1870.783535 = -1806978.829931 nChanged 99 SP:Iteration 44Q (3559.148924 sec): 3 clusters Score: Raw -1808890.658103 + Penalty 1870.783535 = -1807019.874567 nChanged 68 SP:Iteration 45Q (3559.223673 sec): 3 clusters Score: Raw -1808919.408928 + Penalty 1870.783535 = -1807048.625393 nChanged 60 SP:Iteration 46Q (3559.292294 sec): 3 clusters Score: Raw -1808938.659755 + Penalty 1870.783535 = -1807067.876219 nChanged 43 SP:Iteration 47Q (3559.355343 sec): 3 clusters Score: Raw -1808952.664634 + Penalty 1870.783535 = -1807081.881099 nChanged 29 SP:Iteration 48Q (3559.423810 sec): 3 clusters Score: Raw -1808961.074586 + Penalty 1870.783535 = -1807090.291051 nChanged 30 SP:Iteration 49Q (3559.501169 sec): 3 clusters Score: Raw -1808970.182098 + Penalty 1870.783535 = -1807099.398562 nChanged 23 SP:Iteration 50Q (3559.570098 sec): 3 clusters Score: Raw -1808978.021635 + Penalty 1870.783535 = -1807107.238099 nChanged 17 SP:Iteration 51Q (3559.639148 sec): 3 clusters Score: Raw -1808981.687324 + Penalty 1870.783535 = -1807110.903788 nChanged 14 SP:Iteration 52Q (3559.706286 sec): 3 clusters Score: Raw -1808984.778913 + Penalty 1870.783535 = -1807113.995378 nChanged 14 SP:Iteration 53Q (3559.774683 sec): 3 clusters Score: Raw -1808989.210260 + Penalty 1870.783535 = -1807118.426725 nChanged 12 SP:Iteration 54Q (3559.842751 sec): 3 clusters Score: Raw -1808992.553049 + Penalty 1870.783535 = -1807121.769513 nChanged 10 SP:Iteration 55Q (3559.903378 sec): 3 clusters Score: Raw -1808994.326976 + Penalty 1870.783535 = -1807123.543440 nChanged 11 SP:Iteration 56Q (3559.971620 sec): 3 clusters Score: Raw -1808996.443952 + Penalty 1870.783535 = -1807125.660416 nChanged 8 SP:Iteration 57Q (3560.037197 sec): 3 clusters Score: Raw -1808997.542200 + Penalty 1870.783535 = -1807126.758665 nChanged 2 SP:Iteration 58Q (3560.107870 sec): 3 clusters Score: Raw -1808998.097132 + Penalty 1870.783535 = -1807127.313597 nChanged 2 SP:Iteration 59Q (3560.170661 sec): 3 clusters Score: Raw -1808998.268050 + Penalty 1870.783535 = -1807127.484515 nChanged 1 SP:Iteration 60F (3560.247472 sec): 3 clusters Score: Raw -1808998.493136 + Penalty 1870.783535 = -1807127.709601 nChanged 1 SP:Iteration 61Q (3560.310531 sec): 3 clusters Score: Raw -1808998.594479 + Penalty 1870.783535 = -1807127.810943 nChanged 0 SP:Iteration 62F (3560.367655 sec): 3 clusters Score: Raw -1808998.594479 + Penalty 1870.783535 = -1807127.810943 nChanged 0 Trying to split cluster 5 (2453 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3560.400760 sec): 2 clusters Score: Raw -227444.945432 + Penalty 741.481369 = -226703.464063 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3560.444714 sec): 3 clusters Score: Raw -226197.682893 + Penalty 1482.962738 = -224714.720155 nChanged 976 SP:Iteration 1F (3560.491817 sec): 3 clusters Score: Raw -226710.477411 + Penalty 1482.962738 = -225227.514673 nChanged 183 SP:Iteration 2F (3560.535396 sec): 3 clusters Score: Raw -226804.908473 + Penalty 1482.962738 = -225321.945734 nChanged 119 SP:Iteration 3Q (3560.583883 sec): 3 clusters Score: Raw -226850.281083 + Penalty 1482.962738 = -225367.318345 nChanged 73 SP:Iteration 4Q (3560.629334 sec): 3 clusters Score: Raw -226876.942681 + Penalty 1482.962738 = -225393.979942 nChanged 63 SP:Iteration 5Q (3560.676972 sec): 3 clusters Score: Raw -226902.426474 + Penalty 1482.962738 = -225419.463735 nChanged 53 SP:Iteration 6Q (3560.718521 sec): 3 clusters Score: Raw -226922.738125 + Penalty 1482.962738 = -225439.775386 nChanged 45 SP:Iteration 7Q (3560.779161 sec): 3 clusters Score: Raw -226939.058652 + Penalty 1482.962738 = -225456.095914 nChanged 30 SP:Iteration 8Q (3560.816758 sec): 3 clusters Score: Raw -226951.037455 + Penalty 1482.962738 = -225468.074717 nChanged 29 SP:Iteration 9Q (3560.869341 sec): 3 clusters Score: Raw -226958.317154 + Penalty 1482.962738 = -225475.354415 nChanged 17 SP:Iteration 10Q (3560.918332 sec): 3 clusters Score: Raw -226963.486836 + Penalty 1482.962738 = -225480.524098 nChanged 24 SP:Iteration 11Q (3560.961051 sec): 3 clusters Score: Raw -226972.835652 + Penalty 1482.962738 = -225489.872913 nChanged 30 SP:Iteration 12Q (3561.002761 sec): 3 clusters Score: Raw -226982.309025 + Penalty 1482.962738 = -225499.346286 nChanged 31 SP:Iteration 13Q (3561.050355 sec): 3 clusters Score: Raw -226993.141146 + Penalty 1482.962738 = -225510.178408 nChanged 27 SP:Iteration 14Q (3561.101273 sec): 3 clusters Score: Raw -227001.815829 + Penalty 1482.962738 = -225518.853091 nChanged 35 SP:Iteration 15Q (3561.151974 sec): 3 clusters Score: Raw -227011.851896 + Penalty 1482.962738 = -225528.889157 nChanged 27 SP:Iteration 16Q (3561.203165 sec): 3 clusters Score: Raw -227020.072538 + Penalty 1482.962738 = -225537.109799 nChanged 26 SP:Iteration 17Q (3561.254850 sec): 3 clusters Score: Raw -227029.265472 + Penalty 1482.962738 = -225546.302734 nChanged 29 SP:Iteration 18Q (3561.304514 sec): 3 clusters Score: Raw -227038.489363 + Penalty 1482.962738 = -225555.526625 nChanged 34 SP:Iteration 19Q (3561.356690 sec): 3 clusters Score: Raw -227049.555959 + Penalty 1482.962738 = -225566.593220 nChanged 24 SP:Iteration 20F (3561.408453 sec): 3 clusters Score: Raw -227059.762763 + Penalty 1482.962738 = -225576.800025 nChanged 37 SP:Iteration 21Q (3561.460239 sec): 3 clusters Score: Raw -227076.973236 + Penalty 1482.962738 = -225594.010497 nChanged 34 SP:Iteration 22Q (3561.505121 sec): 3 clusters Score: Raw -227101.641455 + Penalty 1482.962738 = -225618.678716 nChanged 49 SP:Iteration 23Q (3561.557111 sec): 3 clusters Score: Raw -227141.371659 + Penalty 1482.962738 = -225658.408921 nChanged 46 SP:Iteration 24Q (3561.608565 sec): 3 clusters Score: Raw -227174.869452 + Penalty 1482.962738 = -225691.906713 nChanged 46 SP:Iteration 25Q (3561.658882 sec): 3 clusters Score: Raw -227211.066291 + Penalty 1482.962738 = -225728.103552 nChanged 56 SP:Iteration 26Q (3561.701199 sec): 3 clusters Score: Raw -227250.674757 + Penalty 1482.962738 = -225767.712018 nChanged 50 SP:Iteration 27Q (3561.752213 sec): 3 clusters Score: Raw -227285.971084 + Penalty 1482.962738 = -225803.008345 nChanged 53 SP:Iteration 28Q (3561.803192 sec): 3 clusters Score: Raw -227321.084652 + Penalty 1482.962738 = -225838.121913 nChanged 43 SP:Iteration 29Q (3561.853076 sec): 3 clusters Score: Raw -227346.793517 + Penalty 1482.962738 = -225863.830778 nChanged 30 SP:Iteration 30Q (3561.911728 sec): 3 clusters Score: Raw -227359.350397 + Penalty 1482.962738 = -225876.387658 nChanged 22 SP:Iteration 31Q (3561.956897 sec): 3 clusters Score: Raw -227369.385697 + Penalty 1482.962738 = -225886.422959 nChanged 25 SP:Iteration 32Q (3562.006103 sec): 3 clusters Score: Raw -227383.262835 + Penalty 1482.962738 = -225900.300097 nChanged 19 SP:Iteration 33Q (3562.057528 sec): 3 clusters Score: Raw -227391.593691 + Penalty 1482.962738 = -225908.630953 nChanged 12 SP:Iteration 34Q (3562.108267 sec): 3 clusters Score: Raw -227396.831742 + Penalty 1482.962738 = -225913.869004 nChanged 18 SP:Iteration 35Q (3562.157952 sec): 3 clusters Score: Raw -227403.988032 + Penalty 1482.962738 = -225921.025294 nChanged 18 SP:Iteration 36Q (3562.208750 sec): 3 clusters Score: Raw -227413.677050 + Penalty 1482.962738 = -225930.714312 nChanged 18 SP:Iteration 37Q (3562.256246 sec): 3 clusters Score: Raw -227423.586720 + Penalty 1482.962738 = -225940.623982 nChanged 15 SP:Iteration 38Q (3562.319100 sec): 3 clusters Score: Raw -227428.822398 + Penalty 1482.962738 = -225945.859660 nChanged 10 SP:Iteration 39Q (3562.360637 sec): 3 clusters Score: Raw -227433.743198 + Penalty 1482.962738 = -225950.780460 nChanged 5 SP:Iteration 40F (3562.413075 sec): 3 clusters Score: Raw -227436.347051 + Penalty 1482.962738 = -225953.384313 nChanged 6 SP:Iteration 41Q (3562.463244 sec): 3 clusters Score: Raw -227438.384627 + Penalty 1482.962738 = -225955.421888 nChanged 9 SP:Iteration 42Q (3562.514147 sec): 3 clusters Score: Raw -227443.042164 + Penalty 1482.962738 = -225960.079426 nChanged 5 SP:Iteration 43Q (3562.562669 sec): 3 clusters Score: Raw -227445.131245 + Penalty 1482.962738 = -225962.168506 nChanged 7 SP:Iteration 44Q (3562.613140 sec): 3 clusters Score: Raw -227447.799955 + Penalty 1482.962738 = -225964.837217 nChanged 10 SP:Iteration 45Q (3562.659490 sec): 3 clusters Score: Raw -227451.504451 + Penalty 1482.962738 = -225968.541713 nChanged 7 SP:Iteration 46Q (3562.710254 sec): 3 clusters Score: Raw -227455.666737 + Penalty 1482.962738 = -225972.703999 nChanged 6 SP:Iteration 47Q (3562.755385 sec): 3 clusters Score: Raw -227459.213543 + Penalty 1482.962738 = -225976.250805 nChanged 8 SP:Iteration 48Q (3562.805936 sec): 3 clusters Score: Raw -227464.192962 + Penalty 1482.962738 = -225981.230224 nChanged 8 SP:Iteration 49Q (3562.852506 sec): 3 clusters Score: Raw -227467.149662 + Penalty 1482.962738 = -225984.186924 nChanged 6 SP:Iteration 50Q (3562.893480 sec): 3 clusters Score: Raw -227470.198165 + Penalty 1482.962738 = -225987.235426 nChanged 7 SP:Iteration 51Q (3562.943959 sec): 3 clusters Score: Raw -227473.841487 + Penalty 1482.962738 = -225990.878749 nChanged 8 SP:Iteration 52Q (3562.990256 sec): 3 clusters Score: Raw -227477.956607 + Penalty 1482.962738 = -225994.993868 nChanged 6 SP:Iteration 53Q (3563.040847 sec): 3 clusters Score: Raw -227479.942580 + Penalty 1482.962738 = -225996.979841 nChanged 5 SP:Iteration 54Q (3563.091475 sec): 3 clusters Score: Raw -227482.267035 + Penalty 1482.962738 = -225999.304297 nChanged 3 SP:Iteration 55Q (3563.145061 sec): 3 clusters Score: Raw -227484.365250 + Penalty 1482.962738 = -226001.402512 nChanged 5 SP:Iteration 56Q (3563.189822 sec): 3 clusters Score: Raw -227488.910528 + Penalty 1482.962738 = -226005.947790 nChanged 9 SP:Iteration 57Q (3563.240296 sec): 3 clusters Score: Raw -227492.630138 + Penalty 1482.962738 = -226009.667399 nChanged 3 SP:Iteration 58Q (3563.302777 sec): 3 clusters Score: Raw -227493.334519 + Penalty 1482.962738 = -226010.371781 nChanged 2 SP:Iteration 59Q (3563.342178 sec): 3 clusters Score: Raw -227493.581698 + Penalty 1482.962738 = -226010.618960 nChanged 2 SP:Iteration 60F (3563.394025 sec): 3 clusters Score: Raw -227494.620088 + Penalty 1482.962738 = -226011.657350 nChanged 1 SP:Iteration 61Q (3563.444491 sec): 3 clusters Score: Raw -227494.854717 + Penalty 1482.962738 = -226011.891979 nChanged 0 SP:Iteration 62F (3563.491803 sec): 3 clusters Score: Raw -227494.854717 + Penalty 1482.962738 = -226011.891979 nChanged 0 Trying to split cluster 6 (49152 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3563.573238 sec): 2 clusters Score: Raw -4561972.715416 + Penalty 1026.253918 = -4560946.461499 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3563.680123 sec): 3 clusters Score: Raw -4530309.420604 + Penalty 2052.507835 = -4528256.912769 nChanged 23345 SP:Iteration 1F (3563.786631 sec): 3 clusters Score: Raw -4544028.226587 + Penalty 2052.507835 = -4541975.718752 nChanged 1987 SP:Iteration 2Q (3563.898101 sec): 3 clusters Score: Raw -4544621.479689 + Penalty 2052.507835 = -4542568.971854 nChanged 1956 SP:Iteration 3Q (3564.000011 sec): 3 clusters Score: Raw -4545249.130687 + Penalty 2052.507835 = -4543196.622852 nChanged 2000 SP:Iteration 4Q (3564.097649 sec): 3 clusters Score: Raw -4545973.641061 + Penalty 2052.507835 = -4543921.133226 nChanged 2102 SP:Iteration 5Q (3564.197874 sec): 3 clusters Score: Raw -4546887.140870 + Penalty 2052.507835 = -4544834.633035 nChanged 2334 SP:Iteration 6Q (3564.306714 sec): 3 clusters Score: Raw -4548162.771863 + Penalty 2052.507835 = -4546110.264028 nChanged 2670 SP:Iteration 7F (3564.419656 sec): 3 clusters Score: Raw -4549982.634252 + Penalty 2052.507835 = -4547930.126416 nChanged 2785 SP:Iteration 8F (3564.528852 sec): 3 clusters Score: Raw -4551925.878810 + Penalty 2052.507835 = -4549873.370975 nChanged 2502 SP:Iteration 9F (3564.635220 sec): 3 clusters Score: Raw -4553159.089896 + Penalty 2052.507835 = -4551106.582061 nChanged 1695 SP:Iteration 10Q (3564.748123 sec): 3 clusters Score: Raw -4553614.257437 + Penalty 2052.507835 = -4551561.749602 nChanged 876 SP:Iteration 11Q (3564.836105 sec): 3 clusters Score: Raw -4553747.354536 + Penalty 2052.507835 = -4551694.846701 nChanged 509 SP:Iteration 12Q (3564.946882 sec): 3 clusters Score: Raw -4553818.065714 + Penalty 2052.507835 = -4551765.557879 nChanged 429 SP:Iteration 13Q (3565.062058 sec): 3 clusters Score: Raw -4553878.134982 + Penalty 2052.507835 = -4551825.627146 nChanged 396 SP:Iteration 14Q (3565.171680 sec): 3 clusters Score: Raw -4553931.462067 + Penalty 2052.507835 = -4551878.954232 nChanged 419 SP:Iteration 15Q (3565.248360 sec): 3 clusters Score: Raw -4553992.704328 + Penalty 2052.507835 = -4551940.196492 nChanged 437 SP:Iteration 16Q (3565.325826 sec): 3 clusters Score: Raw -4554063.537619 + Penalty 2052.507835 = -4552011.029784 nChanged 461 SP:Iteration 17Q (3565.438239 sec): 3 clusters Score: Raw -4554141.517580 + Penalty 2052.507835 = -4552089.009745 nChanged 492 SP:Iteration 18Q (3565.538407 sec): 3 clusters Score: Raw -4554231.699417 + Penalty 2052.507835 = -4552179.191582 nChanged 538 SP:Iteration 19Q (3565.614700 sec): 3 clusters Score: Raw -4554335.226007 + Penalty 2052.507835 = -4552282.718171 nChanged 575 SP:Iteration 20F (3565.689156 sec): 3 clusters Score: Raw -4554454.085543 + Penalty 2052.507835 = -4552401.577708 nChanged 614 SP:Iteration 21Q (3565.801210 sec): 3 clusters Score: Raw -4554595.952369 + Penalty 2052.507835 = -4552543.444534 nChanged 655 SP:Iteration 22Q (3565.916308 sec): 3 clusters Score: Raw -4554766.608237 + Penalty 2052.507835 = -4552714.100402 nChanged 697 SP:Iteration 23Q (3566.018430 sec): 3 clusters Score: Raw -4554958.223863 + Penalty 2052.507835 = -4552905.716028 nChanged 708 SP:Iteration 24Q (3566.138629 sec): 3 clusters Score: Raw -4555167.284350 + Penalty 2052.507835 = -4553114.776515 nChanged 785 SP:Iteration 25Q (3566.252471 sec): 3 clusters Score: Raw -4555434.034536 + Penalty 2052.507835 = -4553381.526701 nChanged 821 SP:Iteration 26Q (3566.356117 sec): 3 clusters Score: Raw -4555720.354655 + Penalty 2052.507835 = -4553667.846820 nChanged 853 SP:Iteration 27Q (3566.466356 sec): 3 clusters Score: Raw -4556026.891559 + Penalty 2052.507835 = -4553974.383724 nChanged 893 SP:Iteration 28Q (3566.570068 sec): 3 clusters Score: Raw -4556381.635223 + Penalty 2052.507835 = -4554329.127388 nChanged 950 SP:Iteration 29Q (3566.676098 sec): 3 clusters Score: Raw -4556789.234819 + Penalty 2052.507835 = -4554736.726984 nChanged 961 SP:Iteration 30Q (3566.795187 sec): 3 clusters Score: Raw -4557223.623576 + Penalty 2052.507835 = -4555171.115740 nChanged 965 SP:Iteration 31Q (3566.898589 sec): 3 clusters Score: Raw -4557660.193965 + Penalty 2052.507835 = -4555607.686130 nChanged 951 SP:Iteration 32Q (3567.009268 sec): 3 clusters Score: Raw -4558108.995495 + Penalty 2052.507835 = -4556056.487660 nChanged 947 SP:Iteration 33Q (3567.115689 sec): 3 clusters Score: Raw -4558568.603916 + Penalty 2052.507835 = -4556516.096081 nChanged 867 SP:Iteration 34Q (3567.224109 sec): 3 clusters Score: Raw -4558983.436164 + Penalty 2052.507835 = -4556930.928329 nChanged 795 SP:Iteration 35Q (3567.329905 sec): 3 clusters Score: Raw -4559360.824805 + Penalty 2052.507835 = -4557308.316969 nChanged 768 SP:Iteration 36Q (3567.424745 sec): 3 clusters Score: Raw -4559739.495361 + Penalty 2052.507835 = -4557686.987526 nChanged 741 SP:Iteration 37Q (3567.534704 sec): 3 clusters Score: Raw -4560136.252886 + Penalty 2052.507835 = -4558083.745051 nChanged 690 SP:Iteration 38Q (3567.629704 sec): 3 clusters Score: Raw -4560521.345611 + Penalty 2052.507835 = -4558468.837775 nChanged 556 SP:Iteration 39Q (3567.725223 sec): 3 clusters Score: Raw -4560810.033216 + Penalty 2052.507835 = -4558757.525381 nChanged 454 SP:Iteration 40F (3567.840508 sec): 3 clusters Score: Raw -4561087.627332 + Penalty 2052.507835 = -4559035.119497 nChanged 407 SP:Iteration 41Q (3567.944732 sec): 3 clusters Score: Raw -4561327.092628 + Penalty 2052.507835 = -4559274.584793 nChanged 343 SP:Iteration 42Q (3568.045477 sec): 3 clusters Score: Raw -4561507.375297 + Penalty 2052.507835 = -4559454.867462 nChanged 258 SP:Iteration 43Q (3568.143022 sec): 3 clusters Score: Raw -4561657.779520 + Penalty 2052.507835 = -4559605.271685 nChanged 202 SP:Iteration 44Q (3568.241822 sec): 3 clusters Score: Raw -4561767.734539 + Penalty 2052.507835 = -4559715.226703 nChanged 146 SP:Iteration 45Q (3568.341806 sec): 3 clusters Score: Raw -4561855.759557 + Penalty 2052.507835 = -4559803.251721 nChanged 114 SP:Iteration 46Q (3568.439517 sec): 3 clusters Score: Raw -4561921.526465 + Penalty 2052.507835 = -4559869.018630 nChanged 76 SP:Iteration 47Q (3568.528233 sec): 3 clusters Score: Raw -4561962.971911 + Penalty 2052.507835 = -4559910.464076 nChanged 47 SP:Iteration 48Q (3568.632755 sec): 3 clusters Score: Raw -4561990.506890 + Penalty 2052.507835 = -4559937.999055 nChanged 46 SP:Iteration 49Q (3568.725448 sec): 3 clusters Score: Raw -4562016.738825 + Penalty 2052.507835 = -4559964.230990 nChanged 34 SP:Iteration 50Q (3568.789500 sec): 3 clusters Score: Raw -4562034.875631 + Penalty 2052.507835 = -4559982.367796 nChanged 30 SP:Iteration 51Q (3568.879454 sec): 3 clusters Score: Raw -4562053.173632 + Penalty 2052.507835 = -4560000.665796 nChanged 21 SP:Iteration 52Q (3568.993252 sec): 3 clusters Score: Raw -4562063.957469 + Penalty 2052.507835 = -4560011.449634 nChanged 21 SP:Iteration 53Q (3569.082920 sec): 3 clusters Score: Raw -4562073.722946 + Penalty 2052.507835 = -4560021.215111 nChanged 16 SP:Iteration 54Q (3569.180087 sec): 3 clusters Score: Raw -4562080.752101 + Penalty 2052.507835 = -4560028.244265 nChanged 11 SP:Iteration 55Q (3569.270741 sec): 3 clusters Score: Raw -4562086.998766 + Penalty 2052.507835 = -4560034.490931 nChanged 12 SP:Iteration 56Q (3569.376540 sec): 3 clusters Score: Raw -4562095.530466 + Penalty 2052.507835 = -4560043.022631 nChanged 9 SP:Iteration 57Q (3569.464032 sec): 3 clusters Score: Raw -4562100.513421 + Penalty 2052.507835 = -4560048.005586 nChanged 7 SP:Iteration 58Q (3569.549258 sec): 3 clusters Score: Raw -4562103.051563 + Penalty 2052.507835 = -4560050.543728 nChanged 5 SP:Iteration 59Q (3569.643052 sec): 3 clusters Score: Raw -4562105.891958 + Penalty 2052.507835 = -4560053.384123 nChanged 2 SP:Iteration 60F (3569.738957 sec): 3 clusters Score: Raw -4562106.965193 + Penalty 2052.507835 = -4560054.457358 nChanged 1 SP:Iteration 61Q (3569.837753 sec): 3 clusters Score: Raw -4562107.215922 + Penalty 2052.507835 = -4560054.708087 nChanged 0 SP:Iteration 62F (3569.933799 sec): 3 clusters Score: Raw -4562107.215922 + Penalty 2052.507835 = -4560054.708087 nChanged 0 Trying to split cluster 7 (22823 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3569.978270 sec): 2 clusters Score: Raw -2115708.743351 + Penalty 953.374787 = -2114755.368563 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3570.043312 sec): 3 clusters Score: Raw -2101321.207222 + Penalty 1906.749575 = -2099414.457647 nChanged 10605 SP:Iteration 1F (3570.113310 sec): 3 clusters Score: Raw -2107509.279441 + Penalty 1906.749575 = -2105602.529867 nChanged 1162 SP:Iteration 2F (3570.186585 sec): 3 clusters Score: Raw -2107952.220872 + Penalty 1906.749575 = -2106045.471297 nChanged 1052 SP:Iteration 3Q (3570.264764 sec): 3 clusters Score: Raw -2108399.401433 + Penalty 1906.749575 = -2106492.651858 nChanged 1076 SP:Iteration 4Q (3570.342811 sec): 3 clusters Score: Raw -2108884.121316 + Penalty 1906.749575 = -2106977.371741 nChanged 1097 SP:Iteration 5Q (3570.416768 sec): 3 clusters Score: Raw -2109454.237545 + Penalty 1906.749575 = -2107547.487970 nChanged 1136 SP:Iteration 6Q (3570.494029 sec): 3 clusters Score: Raw -2110078.459659 + Penalty 1906.749575 = -2108171.710084 nChanged 1119 SP:Iteration 7Q (3570.578520 sec): 3 clusters Score: Raw -2110676.228743 + Penalty 1906.749575 = -2108769.479169 nChanged 1032 SP:Iteration 8Q (3570.648290 sec): 3 clusters Score: Raw -2111247.514675 + Penalty 1906.749575 = -2109340.765100 nChanged 1051 SP:Iteration 9Q (3570.717717 sec): 3 clusters Score: Raw -2111878.399958 + Penalty 1906.749575 = -2109971.650383 nChanged 1025 SP:Iteration 10Q (3570.787049 sec): 3 clusters Score: Raw -2112489.328944 + Penalty 1906.749575 = -2110582.579369 nChanged 930 SP:Iteration 11Q (3570.862038 sec): 3 clusters Score: Raw -2112968.430148 + Penalty 1906.749575 = -2111061.680573 nChanged 753 SP:Iteration 12Q (3570.937703 sec): 3 clusters Score: Raw -2113317.035336 + Penalty 1906.749575 = -2111410.285761 nChanged 647 SP:Iteration 13Q (3571.013554 sec): 3 clusters Score: Raw -2113597.814483 + Penalty 1906.749575 = -2111691.064908 nChanged 583 SP:Iteration 14Q (3571.087935 sec): 3 clusters Score: Raw -2113839.009994 + Penalty 1906.749575 = -2111932.260419 nChanged 500 SP:Iteration 15Q (3571.158659 sec): 3 clusters Score: Raw -2114042.587925 + Penalty 1906.749575 = -2112135.838350 nChanged 480 SP:Iteration 16Q (3571.233887 sec): 3 clusters Score: Raw -2114240.651929 + Penalty 1906.749575 = -2112333.902354 nChanged 422 SP:Iteration 17Q (3571.308200 sec): 3 clusters Score: Raw -2114402.133609 + Penalty 1906.749575 = -2112495.384034 nChanged 387 SP:Iteration 18Q (3571.389968 sec): 3 clusters Score: Raw -2114561.223724 + Penalty 1906.749575 = -2112654.474149 nChanged 365 SP:Iteration 19Q (3571.446819 sec): 3 clusters Score: Raw -2114723.806761 + Penalty 1906.749575 = -2112817.057186 nChanged 326 SP:Iteration 20F (3571.521826 sec): 3 clusters Score: Raw -2114865.918699 + Penalty 1906.749575 = -2112959.169124 nChanged 291 SP:Iteration 21Q (3571.598308 sec): 3 clusters Score: Raw -2114985.450692 + Penalty 1906.749575 = -2113078.701117 nChanged 263 SP:Iteration 22Q (3571.666176 sec): 3 clusters Score: Raw -2115099.567996 + Penalty 1906.749575 = -2113192.818422 nChanged 236 SP:Iteration 23Q (3571.735971 sec): 3 clusters Score: Raw -2115201.610035 + Penalty 1906.749575 = -2113294.860460 nChanged 230 SP:Iteration 24Q (3571.804750 sec): 3 clusters Score: Raw -2115302.985769 + Penalty 1906.749575 = -2113396.236194 nChanged 204 SP:Iteration 25Q (3571.871138 sec): 3 clusters Score: Raw -2115398.811162 + Penalty 1906.749575 = -2113492.061587 nChanged 175 SP:Iteration 26Q (3571.936924 sec): 3 clusters Score: Raw -2115478.481762 + Penalty 1906.749575 = -2113571.732187 nChanged 138 SP:Iteration 27Q (3572.004352 sec): 3 clusters Score: Raw -2115528.858364 + Penalty 1906.749575 = -2113622.108789 nChanged 130 SP:Iteration 28Q (3572.072826 sec): 3 clusters Score: Raw -2115576.812395 + Penalty 1906.749575 = -2113670.062820 nChanged 95 SP:Iteration 29Q (3572.153933 sec): 3 clusters Score: Raw -2115610.749442 + Penalty 1906.749575 = -2113703.999867 nChanged 87 SP:Iteration 30Q (3572.225509 sec): 3 clusters Score: Raw -2115639.525599 + Penalty 1906.749575 = -2113732.776024 nChanged 65 SP:Iteration 31Q (3572.297183 sec): 3 clusters Score: Raw -2115662.749880 + Penalty 1906.749575 = -2113756.000305 nChanged 55 SP:Iteration 32Q (3572.364855 sec): 3 clusters Score: Raw -2115686.152639 + Penalty 1906.749575 = -2113779.403064 nChanged 56 SP:Iteration 33Q (3572.430817 sec): 3 clusters Score: Raw -2115709.694168 + Penalty 1906.749575 = -2113802.944593 nChanged 61 SP:Iteration 34Q (3572.500685 sec): 3 clusters Score: Raw -2115734.196784 + Penalty 1906.749575 = -2113827.447209 nChanged 44 SP:Iteration 35Q (3572.566401 sec): 3 clusters Score: Raw -2115750.050010 + Penalty 1906.749575 = -2113843.300435 nChanged 36 SP:Iteration 36Q (3572.631499 sec): 3 clusters Score: Raw -2115766.118123 + Penalty 1906.749575 = -2113859.368548 nChanged 42 SP:Iteration 37Q (3572.708032 sec): 3 clusters Score: Raw -2115783.217178 + Penalty 1906.749575 = -2113876.467603 nChanged 30 SP:Iteration 38Q (3572.771218 sec): 3 clusters Score: Raw -2115793.707368 + Penalty 1906.749575 = -2113886.957793 nChanged 23 SP:Iteration 39Q (3572.845770 sec): 3 clusters Score: Raw -2115802.178051 + Penalty 1906.749575 = -2113895.428476 nChanged 21 SP:Iteration 40F (3572.922974 sec): 3 clusters Score: Raw -2115813.543424 + Penalty 1906.749575 = -2113906.793849 nChanged 28 SP:Iteration 41Q (3572.994767 sec): 3 clusters Score: Raw -2115828.144675 + Penalty 1906.749575 = -2113921.395100 nChanged 23 SP:Iteration 42Q (3573.065243 sec): 3 clusters Score: Raw -2115837.266315 + Penalty 1906.749575 = -2113930.516740 nChanged 27 SP:Iteration 43Q (3573.135713 sec): 3 clusters Score: Raw -2115847.093724 + Penalty 1906.749575 = -2113940.344149 nChanged 19 SP:Iteration 44Q (3573.201076 sec): 3 clusters Score: Raw -2115853.269153 + Penalty 1906.749575 = -2113946.519578 nChanged 16 SP:Iteration 45Q (3573.281789 sec): 3 clusters Score: Raw -2115858.542558 + Penalty 1906.749575 = -2113951.792983 nChanged 12 SP:Iteration 46Q (3573.351907 sec): 3 clusters Score: Raw -2115862.180210 + Penalty 1906.749575 = -2113955.430635 nChanged 8 SP:Iteration 47Q (3573.410961 sec): 3 clusters Score: Raw -2115864.682294 + Penalty 1906.749575 = -2113957.932719 nChanged 6 SP:Iteration 48Q (3573.491533 sec): 3 clusters Score: Raw -2115866.091081 + Penalty 1906.749575 = -2113959.341506 nChanged 3 SP:Iteration 49Q (3573.563877 sec): 3 clusters Score: Raw -2115866.645385 + Penalty 1906.749575 = -2113959.895810 nChanged 1 SP:Iteration 50Q (3573.634076 sec): 3 clusters Score: Raw -2115866.808810 + Penalty 1906.749575 = -2113960.059235 nChanged 1 SP:Iteration 51Q (3573.702789 sec): 3 clusters Score: Raw -2115867.125702 + Penalty 1906.749575 = -2113960.376127 nChanged 1 SP:Iteration 52Q (3573.776577 sec): 3 clusters Score: Raw -2115867.427264 + Penalty 1906.749575 = -2113960.677689 nChanged 1 SP:Iteration 53Q (3573.842121 sec): 3 clusters Score: Raw -2115867.644607 + Penalty 1906.749575 = -2113960.895032 nChanged 0 SP:Iteration 54F (3573.928852 sec): 3 clusters Score: Raw -2115867.644607 + Penalty 1906.749575 = -2113960.895032 nChanged 0 Trying to split cluster 8 (15000 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3573.971203 sec): 2 clusters Score: Raw -1424627.731217 + Penalty 913.501521 = -1423714.229696 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3574.040446 sec): 3 clusters Score: Raw -1415460.927858 + Penalty 1827.003041 = -1413633.924816 nChanged 6869 SP:Iteration 1F (3574.100750 sec): 3 clusters Score: Raw -1419234.967768 + Penalty 1827.003041 = -1417407.964727 nChanged 824 SP:Iteration 2F (3574.152681 sec): 3 clusters Score: Raw -1419597.666557 + Penalty 1827.003041 = -1417770.663516 nChanged 826 SP:Iteration 3F (3574.217809 sec): 3 clusters Score: Raw -1419981.266693 + Penalty 1827.003041 = -1418154.263651 nChanged 821 SP:Iteration 4F (3574.284976 sec): 3 clusters Score: Raw -1420442.803549 + Penalty 1827.003041 = -1418615.800508 nChanged 848 SP:Iteration 5F (3574.339262 sec): 3 clusters Score: Raw -1420930.761232 + Penalty 1827.003041 = -1419103.758191 nChanged 795 SP:Iteration 6F (3574.408645 sec): 3 clusters Score: Raw -1421377.717834 + Penalty 1827.003041 = -1419550.714793 nChanged 715 SP:Iteration 7Q (3574.473267 sec): 3 clusters Score: Raw -1421778.120324 + Penalty 1827.003041 = -1419951.117282 nChanged 696 SP:Iteration 8Q (3574.526017 sec): 3 clusters Score: Raw -1422162.491030 + Penalty 1827.003041 = -1420335.487988 nChanged 606 SP:Iteration 9Q (3574.584041 sec): 3 clusters Score: Raw -1422550.682673 + Penalty 1827.003041 = -1420723.679632 nChanged 573 SP:Iteration 10Q (3574.649897 sec): 3 clusters Score: Raw -1422919.875920 + Penalty 1827.003041 = -1421092.872879 nChanged 539 SP:Iteration 11Q (3574.713698 sec): 3 clusters Score: Raw -1423256.564246 + Penalty 1827.003041 = -1421429.561205 nChanged 472 SP:Iteration 12Q (3574.784531 sec): 3 clusters Score: Raw -1423543.554112 + Penalty 1827.003041 = -1421716.551071 nChanged 384 SP:Iteration 13Q (3574.851655 sec): 3 clusters Score: Raw -1423771.929868 + Penalty 1827.003041 = -1421944.926827 nChanged 303 SP:Iteration 14Q (3574.917747 sec): 3 clusters Score: Raw -1423913.936395 + Penalty 1827.003041 = -1422086.933353 nChanged 237 SP:Iteration 15Q (3574.975157 sec): 3 clusters Score: Raw -1424003.205784 + Penalty 1827.003041 = -1422176.202743 nChanged 178 SP:Iteration 16Q (3575.048048 sec): 3 clusters Score: Raw -1424074.359436 + Penalty 1827.003041 = -1422247.356395 nChanged 199 SP:Iteration 17Q (3575.113472 sec): 3 clusters Score: Raw -1424152.615906 + Penalty 1827.003041 = -1422325.612864 nChanged 179 SP:Iteration 18Q (3575.168609 sec): 3 clusters Score: Raw -1424216.717982 + Penalty 1827.003041 = -1422389.714941 nChanged 172 SP:Iteration 19Q (3575.215032 sec): 3 clusters Score: Raw -1424283.137925 + Penalty 1827.003041 = -1422456.134884 nChanged 173 SP:Iteration 20F (3575.267698 sec): 3 clusters Score: Raw -1424358.414619 + Penalty 1827.003041 = -1422531.411578 nChanged 151 SP:Iteration 21Q (3575.321258 sec): 3 clusters Score: Raw -1424422.511772 + Penalty 1827.003041 = -1422595.508731 nChanged 144 SP:Iteration 22Q (3575.384122 sec): 3 clusters Score: Raw -1424483.157377 + Penalty 1827.003041 = -1422656.154336 nChanged 124 SP:Iteration 23Q (3575.452246 sec): 3 clusters Score: Raw -1424530.787877 + Penalty 1827.003041 = -1422703.784836 nChanged 109 SP:Iteration 24Q (3575.508977 sec): 3 clusters Score: Raw -1424572.415885 + Penalty 1827.003041 = -1422745.412844 nChanged 95 SP:Iteration 25Q (3575.574272 sec): 3 clusters Score: Raw -1424614.024939 + Penalty 1827.003041 = -1422787.021898 nChanged 83 SP:Iteration 26Q (3575.627760 sec): 3 clusters Score: Raw -1424652.899630 + Penalty 1827.003041 = -1422825.896589 nChanged 89 SP:Iteration 27Q (3575.684244 sec): 3 clusters Score: Raw -1424689.507099 + Penalty 1827.003041 = -1422862.504058 nChanged 70 SP:Iteration 28Q (3575.753644 sec): 3 clusters Score: Raw -1424717.813024 + Penalty 1827.003041 = -1422890.809983 nChanged 59 SP:Iteration 29Q (3575.816578 sec): 3 clusters Score: Raw -1424738.719625 + Penalty 1827.003041 = -1422911.716584 nChanged 55 SP:Iteration 30Q (3575.877769 sec): 3 clusters Score: Raw -1424760.467562 + Penalty 1827.003041 = -1422933.464521 nChanged 59 SP:Iteration 31Q (3575.942053 sec): 3 clusters Score: Raw -1424783.734614 + Penalty 1827.003041 = -1422956.731573 nChanged 54 SP:Iteration 32Q (3576.003738 sec): 3 clusters Score: Raw -1424800.430507 + Penalty 1827.003041 = -1422973.427466 nChanged 47 SP:Iteration 33Q (3576.067471 sec): 3 clusters Score: Raw -1424814.200500 + Penalty 1827.003041 = -1422987.197459 nChanged 46 SP:Iteration 34Q (3576.126301 sec): 3 clusters Score: Raw -1424827.103010 + Penalty 1827.003041 = -1423000.099969 nChanged 38 SP:Iteration 35Q (3576.180436 sec): 3 clusters Score: Raw -1424839.517453 + Penalty 1827.003041 = -1423012.514412 nChanged 33 SP:Iteration 36Q (3576.230862 sec): 3 clusters Score: Raw -1424848.136738 + Penalty 1827.003041 = -1423021.133697 nChanged 26 SP:Iteration 37Q (3576.296171 sec): 3 clusters Score: Raw -1424853.975707 + Penalty 1827.003041 = -1423026.972665 nChanged 21 SP:Iteration 38Q (3576.343374 sec): 3 clusters Score: Raw -1424858.678939 + Penalty 1827.003041 = -1423031.675898 nChanged 20 SP:Iteration 39Q (3576.414328 sec): 3 clusters Score: Raw -1424862.684791 + Penalty 1827.003041 = -1423035.681750 nChanged 14 SP:Iteration 40F (3576.483731 sec): 3 clusters Score: Raw -1424865.191373 + Penalty 1827.003041 = -1423038.188332 nChanged 14 SP:Iteration 41Q (3576.547639 sec): 3 clusters Score: Raw -1424867.472722 + Penalty 1827.003041 = -1423040.469681 nChanged 11 SP:Iteration 42Q (3576.612545 sec): 3 clusters Score: Raw -1424869.958499 + Penalty 1827.003041 = -1423042.955458 nChanged 12 SP:Iteration 43Q (3576.669482 sec): 3 clusters Score: Raw -1424872.387772 + Penalty 1827.003041 = -1423045.384731 nChanged 5 SP:Iteration 44Q (3576.729131 sec): 3 clusters Score: Raw -1424873.350323 + Penalty 1827.003041 = -1423046.347281 nChanged 4 SP:Iteration 45Q (3576.793209 sec): 3 clusters Score: Raw -1424874.025622 + Penalty 1827.003041 = -1423047.022581 nChanged 3 SP:Iteration 46Q (3576.859245 sec): 3 clusters Score: Raw -1424874.484256 + Penalty 1827.003041 = -1423047.481214 nChanged 1 SP:Iteration 47Q (3576.913775 sec): 3 clusters Score: Raw -1424874.662713 + Penalty 1827.003041 = -1423047.659672 nChanged 5 SP:Iteration 48Q (3576.977749 sec): 3 clusters Score: Raw -1424875.676251 + Penalty 1827.003041 = -1423048.673210 nChanged 4 SP:Iteration 49Q (3577.041852 sec): 3 clusters Score: Raw -1424876.447474 + Penalty 1827.003041 = -1423049.444433 nChanged 2 SP:Iteration 50Q (3577.105936 sec): 3 clusters Score: Raw -1424876.730059 + Penalty 1827.003041 = -1423049.727018 nChanged 2 SP:Iteration 51Q (3577.179012 sec): 3 clusters Score: Raw -1424877.181181 + Penalty 1827.003041 = -1423050.178140 nChanged 2 SP:Iteration 52Q (3577.233815 sec): 3 clusters Score: Raw -1424877.458599 + Penalty 1827.003041 = -1423050.455558 nChanged 4 SP:Iteration 53Q (3577.298820 sec): 3 clusters Score: Raw -1424878.101356 + Penalty 1827.003041 = -1423051.098315 nChanged 4 SP:Iteration 54Q (3577.362516 sec): 3 clusters Score: Raw -1424878.498045 + Penalty 1827.003041 = -1423051.495004 nChanged 4 SP:Iteration 55Q (3577.429470 sec): 3 clusters Score: Raw -1424879.062297 + Penalty 1827.003041 = -1423052.059256 nChanged 3 SP:Iteration 56Q (3577.501910 sec): 3 clusters Score: Raw -1424879.627131 + Penalty 1827.003041 = -1423052.624090 nChanged 4 SP:Iteration 57Q (3577.556113 sec): 3 clusters Score: Raw -1424880.189007 + Penalty 1827.003041 = -1423053.185966 nChanged 1 SP:Iteration 58Q (3577.620443 sec): 3 clusters Score: Raw -1424880.453390 + Penalty 1827.003041 = -1423053.450349 nChanged 3 SP:Iteration 59Q (3577.682884 sec): 3 clusters Score: Raw -1424881.040684 + Penalty 1827.003041 = -1423054.037642 nChanged 2 SP:Iteration 60F (3577.754085 sec): 3 clusters Score: Raw -1424881.635632 + Penalty 1827.003041 = -1423054.632591 nChanged 2 SP:Iteration 61Q (3577.820910 sec): 3 clusters Score: Raw -1424882.085066 + Penalty 1827.003041 = -1423055.082025 nChanged 1 SP:Iteration 62Q (3577.879005 sec): 3 clusters Score: Raw -1424882.288620 + Penalty 1827.003041 = -1423055.285578 nChanged 2 SP:Iteration 63Q (3577.941932 sec): 3 clusters Score: Raw -1424882.493516 + Penalty 1827.003041 = -1423055.490475 nChanged 1 SP:Iteration 64Q (3577.994761 sec): 3 clusters Score: Raw -1424882.714823 + Penalty 1827.003041 = -1423055.711782 nChanged 3 SP:Iteration 65Q (3578.059360 sec): 3 clusters Score: Raw -1424883.363530 + Penalty 1827.003041 = -1423056.360489 nChanged 3 SP:Iteration 66Q (3578.123502 sec): 3 clusters Score: Raw -1424883.614678 + Penalty 1827.003041 = -1423056.611636 nChanged 0 SP:Iteration 67F (3578.191115 sec): 3 clusters Score: Raw -1424883.614678 + Penalty 1827.003041 = -1423056.611636 nChanged 0 Trying to split cluster 9 (1941 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3578.217678 sec): 2 clusters Score: Raw -176825.364426 + Penalty 719.241065 = -176106.123361 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3578.268501 sec): 3 clusters Score: Raw -175935.789177 + Penalty 1438.482131 = -174497.307047 nChanged 728 SP:Iteration 1F (3578.318866 sec): 3 clusters Score: Raw -176429.906527 + Penalty 1438.482131 = -174991.424396 nChanged 158 SP:Iteration 2F (3578.369136 sec): 3 clusters Score: Raw -176552.481472 + Penalty 1438.482131 = -175113.999341 nChanged 117 SP:Iteration 3F (3578.411226 sec): 3 clusters Score: Raw -176633.872317 + Penalty 1438.482131 = -175195.390186 nChanged 108 SP:Iteration 4F (3578.461416 sec): 3 clusters Score: Raw -176707.344727 + Penalty 1438.482131 = -175268.862596 nChanged 81 SP:Iteration 5Q (3578.511748 sec): 3 clusters Score: Raw -176769.869549 + Penalty 1438.482131 = -175331.387418 nChanged 79 SP:Iteration 6Q (3578.562055 sec): 3 clusters Score: Raw -176825.301216 + Penalty 1438.482131 = -175386.819085 nChanged 63 SP:Iteration 7Q (3578.612389 sec): 3 clusters Score: Raw -176871.264401 + Penalty 1438.482131 = -175432.782270 nChanged 61 SP:Iteration 8Q (3578.662638 sec): 3 clusters Score: Raw -176921.185774 + Penalty 1438.482131 = -175482.703643 nChanged 62 SP:Iteration 9Q (3578.712875 sec): 3 clusters Score: Raw -176969.178912 + Penalty 1438.482131 = -175530.696781 nChanged 47 SP:Iteration 10Q (3578.759828 sec): 3 clusters Score: Raw -176998.075610 + Penalty 1438.482131 = -175559.593479 nChanged 38 SP:Iteration 11Q (3578.807076 sec): 3 clusters Score: Raw -177025.131281 + Penalty 1438.482131 = -175586.649151 nChanged 33 SP:Iteration 12Q (3578.861852 sec): 3 clusters Score: Raw -177047.331816 + Penalty 1438.482131 = -175608.849685 nChanged 31 SP:Iteration 13Q (3578.906585 sec): 3 clusters Score: Raw -177069.603877 + Penalty 1438.482131 = -175631.121746 nChanged 28 SP:Iteration 14Q (3578.943373 sec): 3 clusters Score: Raw -177083.334505 + Penalty 1438.482131 = -175644.852374 nChanged 16 SP:Iteration 15Q (3578.993808 sec): 3 clusters Score: Raw -177090.617781 + Penalty 1438.482131 = -175652.135650 nChanged 13 SP:Iteration 16Q (3579.040517 sec): 3 clusters Score: Raw -177098.097633 + Penalty 1438.482131 = -175659.615502 nChanged 8 SP:Iteration 17Q (3579.090947 sec): 3 clusters Score: Raw -177102.090753 + Penalty 1438.482131 = -175663.608622 nChanged 9 SP:Iteration 18Q (3579.137209 sec): 3 clusters Score: Raw -177106.609846 + Penalty 1438.482131 = -175668.127716 nChanged 11 SP:Iteration 19Q (3579.187342 sec): 3 clusters Score: Raw -177114.385173 + Penalty 1438.482131 = -175675.903042 nChanged 10 SP:Iteration 20F (3579.233228 sec): 3 clusters Score: Raw -177120.787852 + Penalty 1438.482131 = -175682.305722 nChanged 10 SP:Iteration 21Q (3579.292055 sec): 3 clusters Score: Raw -177125.295809 + Penalty 1438.482131 = -175686.813678 nChanged 9 SP:Iteration 22Q (3579.346265 sec): 3 clusters Score: Raw -177128.867297 + Penalty 1438.482131 = -175690.385166 nChanged 9 SP:Iteration 23Q (3579.385221 sec): 3 clusters Score: Raw -177133.156583 + Penalty 1438.482131 = -175694.674452 nChanged 11 SP:Iteration 24Q (3579.435678 sec): 3 clusters Score: Raw -177138.060497 + Penalty 1438.482131 = -175699.578367 nChanged 9 SP:Iteration 25Q (3579.480754 sec): 3 clusters Score: Raw -177141.473467 + Penalty 1438.482131 = -175702.991336 nChanged 6 SP:Iteration 26Q (3579.531192 sec): 3 clusters Score: Raw -177142.989137 + Penalty 1438.482131 = -175704.507006 nChanged 3 SP:Iteration 27Q (3579.577096 sec): 3 clusters Score: Raw -177143.506522 + Penalty 1438.482131 = -175705.024391 nChanged 2 SP:Iteration 28Q (3579.627308 sec): 3 clusters Score: Raw -177143.978147 + Penalty 1438.482131 = -175705.496016 nChanged 0 SP:Iteration 29F (3579.677611 sec): 3 clusters Score: Raw -177143.978147 + Penalty 1438.482131 = -175705.496016 nChanged 0 Trying to split cluster 10 (69984 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3579.776067 sec): 2 clusters Score: Raw -6632906.071067 + Penalty 1059.822083 = -6631846.248984 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3579.903888 sec): 3 clusters Score: Raw -6587163.562982 + Penalty 2119.644165 = -6585043.918816 nChanged 33603 SP:Iteration 1F (3580.030764 sec): 3 clusters Score: Raw -6606828.526635 + Penalty 2119.644165 = -6604708.882470 nChanged 2799 SP:Iteration 2Q (3580.166787 sec): 3 clusters Score: Raw -6607714.263622 + Penalty 2119.644165 = -6605594.619457 nChanged 3071 SP:Iteration 3Q (3580.313347 sec): 3 clusters Score: Raw -6608967.334787 + Penalty 2119.644165 = -6606847.690621 nChanged 3513 SP:Iteration 4F (3580.463235 sec): 3 clusters Score: Raw -6610886.626651 + Penalty 2119.644165 = -6608766.982485 nChanged 4101 SP:Iteration 5F (3580.595302 sec): 3 clusters Score: Raw -6613664.771147 + Penalty 2119.644165 = -6611545.126982 nChanged 4465 SP:Iteration 6F (3580.734856 sec): 3 clusters Score: Raw -6617177.453310 + Penalty 2119.644165 = -6615057.809145 nChanged 4430 SP:Iteration 7F (3580.863885 sec): 3 clusters Score: Raw -6620574.279793 + Penalty 2119.644165 = -6618454.635627 nChanged 3574 SP:Iteration 8F (3580.990765 sec): 3 clusters Score: Raw -6622559.351516 + Penalty 2119.644165 = -6620439.707351 nChanged 2388 SP:Iteration 9Q (3581.125353 sec): 3 clusters Score: Raw -6623412.436594 + Penalty 2119.644165 = -6621292.792428 nChanged 1430 SP:Iteration 10Q (3581.260425 sec): 3 clusters Score: Raw -6623761.881718 + Penalty 2119.644165 = -6621642.237553 nChanged 967 SP:Iteration 11Q (3581.402241 sec): 3 clusters Score: Raw -6624002.462362 + Penalty 2119.644165 = -6621882.818196 nChanged 929 SP:Iteration 12Q (3581.536784 sec): 3 clusters Score: Raw -6624250.887822 + Penalty 2119.644165 = -6622131.243656 nChanged 940 SP:Iteration 13Q (3581.677938 sec): 3 clusters Score: Raw -6624522.410325 + Penalty 2119.644165 = -6622402.766159 nChanged 983 SP:Iteration 14Q (3581.818706 sec): 3 clusters Score: Raw -6624825.795107 + Penalty 2119.644165 = -6622706.150941 nChanged 1020 SP:Iteration 15Q (3581.942304 sec): 3 clusters Score: Raw -6625141.486911 + Penalty 2119.644165 = -6623021.842745 nChanged 1009 SP:Iteration 16Q (3582.070348 sec): 3 clusters Score: Raw -6625459.181524 + Penalty 2119.644165 = -6623339.537359 nChanged 1039 SP:Iteration 17Q (3582.205806 sec): 3 clusters Score: Raw -6625799.114247 + Penalty 2119.644165 = -6623679.470081 nChanged 1090 SP:Iteration 18Q (3582.354303 sec): 3 clusters Score: Raw -6626170.894617 + Penalty 2119.644165 = -6624051.250452 nChanged 1106 SP:Iteration 19Q (3582.490265 sec): 3 clusters Score: Raw -6626561.166909 + Penalty 2119.644165 = -6624441.522744 nChanged 1124 SP:Iteration 20F (3582.623155 sec): 3 clusters Score: Raw -6626986.507176 + Penalty 2119.644165 = -6624866.863010 nChanged 1144 SP:Iteration 21Q (3582.758046 sec): 3 clusters Score: Raw -6627441.506028 + Penalty 2119.644165 = -6625321.861863 nChanged 1142 SP:Iteration 22Q (3582.883700 sec): 3 clusters Score: Raw -6627906.952218 + Penalty 2119.644165 = -6625787.308053 nChanged 1124 SP:Iteration 23Q (3583.006096 sec): 3 clusters Score: Raw -6628389.950936 + Penalty 2119.644165 = -6626270.306770 nChanged 1068 SP:Iteration 24Q (3583.134860 sec): 3 clusters Score: Raw -6628871.048553 + Penalty 2119.644165 = -6626751.404388 nChanged 1076 SP:Iteration 25Q (3583.261956 sec): 3 clusters Score: Raw -6629369.598901 + Penalty 2119.644165 = -6627249.954735 nChanged 982 SP:Iteration 26Q (3583.388281 sec): 3 clusters Score: Raw -6629822.287704 + Penalty 2119.644165 = -6627702.643538 nChanged 888 SP:Iteration 27Q (3583.513763 sec): 3 clusters Score: Raw -6630244.243265 + Penalty 2119.644165 = -6628124.599100 nChanged 849 SP:Iteration 28Q (3583.626594 sec): 3 clusters Score: Raw -6630646.815470 + Penalty 2119.644165 = -6628527.171304 nChanged 772 SP:Iteration 29Q (3583.719776 sec): 3 clusters Score: Raw -6631012.617630 + Penalty 2119.644165 = -6628892.973464 nChanged 703 SP:Iteration 30Q (3583.824990 sec): 3 clusters Score: Raw -6631351.047599 + Penalty 2119.644165 = -6629231.403434 nChanged 658 SP:Iteration 31Q (3583.943329 sec): 3 clusters Score: Raw -6631678.100832 + Penalty 2119.644165 = -6629558.456667 nChanged 604 SP:Iteration 32Q (3584.069421 sec): 3 clusters Score: Raw -6631993.051122 + Penalty 2119.644165 = -6629873.406956 nChanged 508 SP:Iteration 33Q (3584.193234 sec): 3 clusters Score: Raw -6632251.616924 + Penalty 2119.644165 = -6630131.972759 nChanged 388 SP:Iteration 34Q (3584.325523 sec): 3 clusters Score: Raw -6632447.753502 + Penalty 2119.644165 = -6630328.109336 nChanged 325 SP:Iteration 35Q (3584.448494 sec): 3 clusters Score: Raw -6632598.279118 + Penalty 2119.644165 = -6630478.634953 nChanged 245 SP:Iteration 36Q (3584.566066 sec): 3 clusters Score: Raw -6632708.136419 + Penalty 2119.644165 = -6630588.492254 nChanged 213 SP:Iteration 37Q (3584.692125 sec): 3 clusters Score: Raw -6632815.049319 + Penalty 2119.644165 = -6630695.405153 nChanged 184 SP:Iteration 38Q (3584.823966 sec): 3 clusters Score: Raw -6632900.071851 + Penalty 2119.644165 = -6630780.427685 nChanged 155 SP:Iteration 39Q (3584.932014 sec): 3 clusters Score: Raw -6632981.914373 + Penalty 2119.644165 = -6630862.270207 nChanged 122 SP:Iteration 40F (3585.062788 sec): 3 clusters Score: Raw -6633037.214481 + Penalty 2119.644165 = -6630917.570315 nChanged 100 SP:Iteration 41Q (3585.179215 sec): 3 clusters Score: Raw -6633076.285548 + Penalty 2119.644165 = -6630956.641382 nChanged 89 SP:Iteration 42Q (3585.280204 sec): 3 clusters Score: Raw -6633108.484280 + Penalty 2119.644165 = -6630988.840114 nChanged 68 SP:Iteration 43Q (3585.389376 sec): 3 clusters Score: Raw -6633132.401324 + Penalty 2119.644165 = -6631012.757159 nChanged 57 SP:Iteration 44Q (3585.505128 sec): 3 clusters Score: Raw -6633150.041803 + Penalty 2119.644165 = -6631030.397637 nChanged 45 SP:Iteration 45Q (3585.621603 sec): 3 clusters Score: Raw -6633163.566032 + Penalty 2119.644165 = -6631043.921866 nChanged 38 SP:Iteration 46Q (3585.735389 sec): 3 clusters Score: Raw -6633174.045878 + Penalty 2119.644165 = -6631054.401712 nChanged 33 SP:Iteration 47Q (3585.846486 sec): 3 clusters Score: Raw -6633181.642629 + Penalty 2119.644165 = -6631061.998463 nChanged 32 SP:Iteration 48Q (3585.954755 sec): 3 clusters Score: Raw -6633189.357448 + Penalty 2119.644165 = -6631069.713283 nChanged 28 SP:Iteration 49Q (3586.059926 sec): 3 clusters Score: Raw -6633197.542402 + Penalty 2119.644165 = -6631077.898237 nChanged 19 SP:Iteration 50Q (3586.163688 sec): 3 clusters Score: Raw -6633201.994054 + Penalty 2119.644165 = -6631082.349889 nChanged 20 SP:Iteration 51Q (3586.272934 sec): 3 clusters Score: Raw -6633206.154564 + Penalty 2119.644165 = -6631086.510398 nChanged 18 SP:Iteration 52Q (3586.383500 sec): 3 clusters Score: Raw -6633210.299956 + Penalty 2119.644165 = -6631090.655791 nChanged 16 SP:Iteration 53Q (3586.495691 sec): 3 clusters Score: Raw -6633214.036722 + Penalty 2119.644165 = -6631094.392556 nChanged 11 SP:Iteration 54Q (3586.605554 sec): 3 clusters Score: Raw -6633216.805046 + Penalty 2119.644165 = -6631097.160880 nChanged 11 SP:Iteration 55Q (3586.712185 sec): 3 clusters Score: Raw -6633218.751864 + Penalty 2119.644165 = -6631099.107699 nChanged 8 SP:Iteration 56Q (3586.811215 sec): 3 clusters Score: Raw -6633220.976008 + Penalty 2119.644165 = -6631101.331842 nChanged 4 SP:Iteration 57Q (3586.922652 sec): 3 clusters Score: Raw -6633221.801504 + Penalty 2119.644165 = -6631102.157339 nChanged 3 SP:Iteration 58Q (3587.056782 sec): 3 clusters Score: Raw -6633222.077551 + Penalty 2119.644165 = -6631102.433385 nChanged 0 SP:Iteration 59F (3587.188697 sec): 3 clusters Score: Raw -6633222.077551 + Penalty 2119.644165 = -6631102.433385 nChanged 0 Trying to split cluster 11 (216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3587.200981 sec): 2 clusters Score: Raw -16130.864881 + Penalty 510.651449 = -15620.213432 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3587.202508 sec): 3 clusters Score: Raw -16179.405557 + Penalty 1021.302897 = -15158.102660 nChanged 51 SP:Iteration 1F (3587.203828 sec): 3 clusters Score: Raw -16253.655153 + Penalty 1021.302897 = -15232.352256 nChanged 6 SP:Iteration 2Q (3587.205135 sec): 3 clusters Score: Raw -16263.123193 + Penalty 1021.302897 = -15241.820295 nChanged 7 SP:Iteration 3Q (3587.206449 sec): 3 clusters Score: Raw -16269.988518 + Penalty 1021.302897 = -15248.685621 nChanged 4 SP:Iteration 4Q (3587.207736 sec): 3 clusters Score: Raw -16309.138863 + Penalty 1021.302897 = -15287.835966 nChanged 2 SP:Iteration 5Q (3587.209025 sec): 3 clusters Score: Raw -16377.225625 + Penalty 1021.302897 = -15355.922727 nChanged 10 SP:Iteration 6Q (3587.210309 sec): 3 clusters Score: Raw -16409.767208 + Penalty 1021.302897 = -15388.464311 nChanged 8 SP:Iteration 7Q (3587.211594 sec): 3 clusters Score: Raw -16486.583764 + Penalty 1021.302897 = -15465.280867 nChanged 13 SP:Iteration 8F (3587.212913 sec): 3 clusters Score: Raw -16521.795120 + Penalty 1021.302897 = -15500.492223 nChanged 14 SP:Iteration 9F (3587.214207 sec): 3 clusters Score: Raw -16568.898878 + Penalty 1021.302897 = -15547.595981 nChanged 11 SP:Iteration 10F (3587.227004 sec): 3 clusters Score: Raw -16623.602871 + Penalty 1021.302897 = -15602.299974 nChanged 10 SP:Iteration 11Q (3587.228598 sec): 3 clusters Score: Raw -16709.449434 + Penalty 1021.302897 = -15688.146537 nChanged 5 SP:Iteration 12Q (3587.229867 sec): 3 clusters Score: Raw -16752.014019 + Penalty 1021.302897 = -15730.711122 nChanged 1 SP:Iteration 13Q (3587.231110 sec): 3 clusters Score: Raw -16754.568991 + Penalty 1021.302897 = -15733.266094 nChanged 0 SP:Iteration 14F (3587.232405 sec): 3 clusters Score: Raw -16765.246120 + Penalty 1021.302897 = -15743.943223 nChanged 1 SP:Iteration 15Q (3587.233672 sec): 3 clusters Score: Raw -16813.405428 + Penalty 1021.302897 = -15792.102530 nChanged 2 SP:Iteration 16Q (3587.234925 sec): 3 clusters Score: Raw -16819.580025 + Penalty 1021.302897 = -15798.277128 nChanged 0 SP:Iteration 17F (3587.236216 sec): 3 clusters Score: Raw -16819.580025 + Penalty 1021.302897 = -15798.277128 nChanged 0 Score: Raw -89569245.237735 + Penalty 55047.896722 = -89514197.341014 Splitting cluster 11 changes total score from -89514818.075873 to -89514197.341014 So it's not getting split. Trying to split cluster 12 (24165 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3605.956641 sec): 2 clusters Score: Raw -2147733.394124 + Penalty 958.802756 = -2146774.591368 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3606.035183 sec): 3 clusters Score: Raw -2132628.991401 + Penalty 1917.605511 = -2130711.385890 nChanged 11238 SP:Iteration 1F (3606.111902 sec): 3 clusters Score: Raw -2139385.171770 + Penalty 1917.605511 = -2137467.566259 nChanged 1509 SP:Iteration 2F (3606.190235 sec): 3 clusters Score: Raw -2140156.237673 + Penalty 1917.605511 = -2138238.632161 nChanged 1613 SP:Iteration 3F (3606.268005 sec): 3 clusters Score: Raw -2141101.620954 + Penalty 1917.605511 = -2139184.015443 nChanged 1714 SP:Iteration 4F (3606.347164 sec): 3 clusters Score: Raw -2142353.875260 + Penalty 1917.605511 = -2140436.269749 nChanged 1712 SP:Iteration 5F (3606.417690 sec): 3 clusters Score: Raw -2143786.831388 + Penalty 1917.605511 = -2141869.225877 nChanged 1472 SP:Iteration 6F (3606.508281 sec): 3 clusters Score: Raw -2145070.888145 + Penalty 1917.605511 = -2143153.282634 nChanged 1130 SP:Iteration 7Q (3606.577053 sec): 3 clusters Score: Raw -2146064.323440 + Penalty 1917.605511 = -2144146.717929 nChanged 825 SP:Iteration 8Q (3606.657068 sec): 3 clusters Score: Raw -2146783.096420 + Penalty 1917.605511 = -2144865.490909 nChanged 551 SP:Iteration 9Q (3606.735325 sec): 3 clusters Score: Raw -2147247.732273 + Penalty 1917.605511 = -2145330.126762 nChanged 330 SP:Iteration 10Q (3606.800442 sec): 3 clusters Score: Raw -2147511.364978 + Penalty 1917.605511 = -2145593.759467 nChanged 207 SP:Iteration 11Q (3606.874169 sec): 3 clusters Score: Raw -2147674.503636 + Penalty 1917.605511 = -2145756.898125 nChanged 95 SP:Iteration 12Q (3606.947836 sec): 3 clusters Score: Raw -2147745.066148 + Penalty 1917.605511 = -2145827.460637 nChanged 60 SP:Iteration 13Q (3607.022508 sec): 3 clusters Score: Raw -2147787.586238 + Penalty 1917.605511 = -2145869.980727 nChanged 40 SP:Iteration 14Q (3607.089766 sec): 3 clusters Score: Raw -2147818.234950 + Penalty 1917.605511 = -2145900.629439 nChanged 26 SP:Iteration 15Q (3607.150812 sec): 3 clusters Score: Raw -2147836.000266 + Penalty 1917.605511 = -2145918.394755 nChanged 23 SP:Iteration 16Q (3607.226587 sec): 3 clusters Score: Raw -2147853.269350 + Penalty 1917.605511 = -2145935.663839 nChanged 12 SP:Iteration 17Q (3607.297659 sec): 3 clusters Score: Raw -2147865.107471 + Penalty 1917.605511 = -2145947.501960 nChanged 10 SP:Iteration 18Q (3607.364594 sec): 3 clusters Score: Raw -2147871.799798 + Penalty 1917.605511 = -2145954.194287 nChanged 6 SP:Iteration 19Q (3607.427988 sec): 3 clusters Score: Raw -2147879.988846 + Penalty 1917.605511 = -2145962.383335 nChanged 7 SP:Iteration 20F (3607.498365 sec): 3 clusters Score: Raw -2147884.722787 + Penalty 1917.605511 = -2145967.117276 nChanged 5 SP:Iteration 21Q (3607.578551 sec): 3 clusters Score: Raw -2147889.368359 + Penalty 1917.605511 = -2145971.762848 nChanged 8 SP:Iteration 22Q (3607.640470 sec): 3 clusters Score: Raw -2147896.598646 + Penalty 1917.605511 = -2145978.993135 nChanged 4 SP:Iteration 23Q (3607.716205 sec): 3 clusters Score: Raw -2147900.863940 + Penalty 1917.605511 = -2145983.258429 nChanged 3 SP:Iteration 24Q (3607.781483 sec): 3 clusters Score: Raw -2147901.886750 + Penalty 1917.605511 = -2145984.281239 nChanged 5 SP:Iteration 25Q (3607.850218 sec): 3 clusters Score: Raw -2147904.216000 + Penalty 1917.605511 = -2145986.610489 nChanged 1 SP:Iteration 26Q (3607.923696 sec): 3 clusters Score: Raw -2147905.073032 + Penalty 1917.605511 = -2145987.467521 nChanged 1 SP:Iteration 27Q (3608.004788 sec): 3 clusters Score: Raw -2147905.274010 + Penalty 1917.605511 = -2145987.668499 nChanged 0 SP:Iteration 28F (3608.083279 sec): 3 clusters Score: Raw -2147905.274010 + Penalty 1917.605511 = -2145987.668499 nChanged 0 Trying to split cluster 13 (28307 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3608.139435 sec): 2 clusters Score: Raw -2679041.369126 + Penalty 973.832118 = -2678067.537007 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3608.226501 sec): 3 clusters Score: Raw -2661284.699276 + Penalty 1947.664237 = -2659337.035039 nChanged 13131 SP:Iteration 1F (3608.304849 sec): 3 clusters Score: Raw -2668866.020165 + Penalty 1947.664237 = -2666918.355929 nChanged 1366 SP:Iteration 2Q (3608.377550 sec): 3 clusters Score: Raw -2669455.652406 + Penalty 1947.664237 = -2667507.988170 nChanged 1512 SP:Iteration 3F (3608.467411 sec): 3 clusters Score: Raw -2670315.057404 + Penalty 1947.664237 = -2668367.393168 nChanged 1719 SP:Iteration 4F (3608.548420 sec): 3 clusters Score: Raw -2671573.835178 + Penalty 1947.664237 = -2669626.170941 nChanged 1852 SP:Iteration 5F (3608.628867 sec): 3 clusters Score: Raw -2673177.381126 + Penalty 1947.664237 = -2671229.716890 nChanged 1780 SP:Iteration 6F (3608.712896 sec): 3 clusters Score: Raw -2674697.001171 + Penalty 1947.664237 = -2672749.336935 nChanged 1433 SP:Iteration 7F (3608.788710 sec): 3 clusters Score: Raw -2675627.942556 + Penalty 1947.664237 = -2673680.278320 nChanged 1022 SP:Iteration 8Q (3608.854206 sec): 3 clusters Score: Raw -2676120.528409 + Penalty 1947.664237 = -2674172.864172 nChanged 681 SP:Iteration 9Q (3608.943513 sec): 3 clusters Score: Raw -2676463.077225 + Penalty 1947.664237 = -2674515.412988 nChanged 592 SP:Iteration 10Q (3609.024765 sec): 3 clusters Score: Raw -2676768.198129 + Penalty 1947.664237 = -2674820.533893 nChanged 531 SP:Iteration 11Q (3609.118468 sec): 3 clusters Score: Raw -2677040.399012 + Penalty 1947.664237 = -2675092.734776 nChanged 511 SP:Iteration 12Q (3609.189266 sec): 3 clusters Score: Raw -2677267.409901 + Penalty 1947.664237 = -2675319.745664 nChanged 481 SP:Iteration 13Q (3609.268688 sec): 3 clusters Score: Raw -2677451.042369 + Penalty 1947.664237 = -2675503.378133 nChanged 447 SP:Iteration 14Q (3609.348373 sec): 3 clusters Score: Raw -2677604.398646 + Penalty 1947.664237 = -2675656.734410 nChanged 408 SP:Iteration 15Q (3609.432382 sec): 3 clusters Score: Raw -2677739.127392 + Penalty 1947.664237 = -2675791.463155 nChanged 395 SP:Iteration 16Q (3609.511204 sec): 3 clusters Score: Raw -2677869.064525 + Penalty 1947.664237 = -2675921.400288 nChanged 360 SP:Iteration 17Q (3609.606489 sec): 3 clusters Score: Raw -2677970.998329 + Penalty 1947.664237 = -2676023.334092 nChanged 331 SP:Iteration 18Q (3609.675390 sec): 3 clusters Score: Raw -2678055.287305 + Penalty 1947.664237 = -2676107.623069 nChanged 271 SP:Iteration 19Q (3609.745674 sec): 3 clusters Score: Raw -2678116.563128 + Penalty 1947.664237 = -2676168.898891 nChanged 232 SP:Iteration 20F (3609.829041 sec): 3 clusters Score: Raw -2678163.657705 + Penalty 1947.664237 = -2676215.993468 nChanged 187 SP:Iteration 21Q (3609.909489 sec): 3 clusters Score: Raw -2678193.645127 + Penalty 1947.664237 = -2676245.980891 nChanged 142 SP:Iteration 22Q (3609.990619 sec): 3 clusters Score: Raw -2678212.563332 + Penalty 1947.664237 = -2676264.899096 nChanged 137 SP:Iteration 23Q (3610.077123 sec): 3 clusters Score: Raw -2678228.435302 + Penalty 1947.664237 = -2676280.771065 nChanged 114 SP:Iteration 24Q (3610.152255 sec): 3 clusters Score: Raw -2678241.046007 + Penalty 1947.664237 = -2676293.381771 nChanged 102 SP:Iteration 25Q (3610.232352 sec): 3 clusters Score: Raw -2678253.385846 + Penalty 1947.664237 = -2676305.721610 nChanged 110 SP:Iteration 26Q (3610.310353 sec): 3 clusters Score: Raw -2678266.272181 + Penalty 1947.664237 = -2676318.607945 nChanged 106 SP:Iteration 27Q (3610.396469 sec): 3 clusters Score: Raw -2678282.017458 + Penalty 1947.664237 = -2676334.353222 nChanged 106 SP:Iteration 28Q (3610.479965 sec): 3 clusters Score: Raw -2678294.590799 + Penalty 1947.664237 = -2676346.926562 nChanged 106 SP:Iteration 29Q (3610.558776 sec): 3 clusters Score: Raw -2678309.323752 + Penalty 1947.664237 = -2676361.659515 nChanged 115 SP:Iteration 30Q (3610.637864 sec): 3 clusters Score: Raw -2678324.474695 + Penalty 1947.664237 = -2676376.810459 nChanged 121 SP:Iteration 31Q (3610.715188 sec): 3 clusters Score: Raw -2678341.909725 + Penalty 1947.664237 = -2676394.245488 nChanged 117 SP:Iteration 32Q (3610.792080 sec): 3 clusters Score: Raw -2678359.515076 + Penalty 1947.664237 = -2676411.850839 nChanged 117 SP:Iteration 33Q (3610.869020 sec): 3 clusters Score: Raw -2678379.004957 + Penalty 1947.664237 = -2676431.340720 nChanged 129 SP:Iteration 34Q (3610.946605 sec): 3 clusters Score: Raw -2678401.230954 + Penalty 1947.664237 = -2676453.566718 nChanged 140 SP:Iteration 35Q (3611.025752 sec): 3 clusters Score: Raw -2678424.203625 + Penalty 1947.664237 = -2676476.539389 nChanged 143 SP:Iteration 36Q (3611.105293 sec): 3 clusters Score: Raw -2678446.708232 + Penalty 1947.664237 = -2676499.043996 nChanged 131 SP:Iteration 37Q (3611.184387 sec): 3 clusters Score: Raw -2678464.958242 + Penalty 1947.664237 = -2676517.294006 nChanged 116 SP:Iteration 38Q (3611.252623 sec): 3 clusters Score: Raw -2678479.912931 + Penalty 1947.664237 = -2676532.248695 nChanged 110 SP:Iteration 39Q (3611.338139 sec): 3 clusters Score: Raw -2678493.585696 + Penalty 1947.664237 = -2676545.921460 nChanged 110 SP:Iteration 40F (3611.419950 sec): 3 clusters Score: Raw -2678506.527252 + Penalty 1947.664237 = -2676558.863015 nChanged 95 SP:Iteration 41Q (3611.492783 sec): 3 clusters Score: Raw -2678519.209724 + Penalty 1947.664237 = -2676571.545487 nChanged 94 SP:Iteration 42Q (3611.578273 sec): 3 clusters Score: Raw -2678531.374170 + Penalty 1947.664237 = -2676583.709933 nChanged 88 SP:Iteration 43Q (3611.651093 sec): 3 clusters Score: Raw -2678544.353170 + Penalty 1947.664237 = -2676596.688933 nChanged 96 SP:Iteration 44Q (3611.729842 sec): 3 clusters Score: Raw -2678558.019641 + Penalty 1947.664237 = -2676610.355404 nChanged 99 SP:Iteration 45Q (3611.808308 sec): 3 clusters Score: Raw -2678570.643105 + Penalty 1947.664237 = -2676622.978869 nChanged 91 SP:Iteration 46Q (3611.886969 sec): 3 clusters Score: Raw -2678579.817203 + Penalty 1947.664237 = -2676632.152966 nChanged 82 SP:Iteration 47Q (3611.969016 sec): 3 clusters Score: Raw -2678589.870075 + Penalty 1947.664237 = -2676642.205838 nChanged 91 SP:Iteration 48Q (3612.045429 sec): 3 clusters Score: Raw -2678602.877157 + Penalty 1947.664237 = -2676655.212920 nChanged 99 SP:Iteration 49Q (3612.116246 sec): 3 clusters Score: Raw -2678617.523971 + Penalty 1947.664237 = -2676669.859734 nChanged 90 SP:Iteration 50Q (3612.186972 sec): 3 clusters Score: Raw -2678629.507038 + Penalty 1947.664237 = -2676681.842802 nChanged 104 SP:Iteration 51Q (3612.270721 sec): 3 clusters Score: Raw -2678646.539093 + Penalty 1947.664237 = -2676698.874857 nChanged 101 SP:Iteration 52Q (3612.339021 sec): 3 clusters Score: Raw -2678661.274852 + Penalty 1947.664237 = -2676713.610616 nChanged 99 SP:Iteration 53Q (3612.416829 sec): 3 clusters Score: Raw -2678677.887071 + Penalty 1947.664237 = -2676730.222835 nChanged 100 SP:Iteration 54Q (3612.488403 sec): 3 clusters Score: Raw -2678694.298594 + Penalty 1947.664237 = -2676746.634358 nChanged 102 SP:Iteration 55Q (3612.575330 sec): 3 clusters Score: Raw -2678710.208707 + Penalty 1947.664237 = -2676762.544470 nChanged 102 SP:Iteration 56Q (3612.653097 sec): 3 clusters Score: Raw -2678726.727114 + Penalty 1947.664237 = -2676779.062878 nChanged 108 SP:Iteration 57Q (3612.693877 sec): 3 clusters Score: Raw -2678745.877867 + Penalty 1947.664237 = -2676798.213630 nChanged 107 SP:Iteration 58Q (3612.780479 sec): 3 clusters Score: Raw -2678763.613884 + Penalty 1947.664237 = -2676815.949647 nChanged 101 SP:Iteration 59Q (3612.860035 sec): 3 clusters Score: Raw -2678778.671581 + Penalty 1947.664237 = -2676831.007345 nChanged 103 SP:Iteration 60F (3612.942184 sec): 3 clusters Score: Raw -2678794.697070 + Penalty 1947.664237 = -2676847.032833 nChanged 93 SP:Iteration 61Q (3613.024828 sec): 3 clusters Score: Raw -2678807.890109 + Penalty 1947.664237 = -2676860.225873 nChanged 80 SP:Iteration 62Q (3613.100125 sec): 3 clusters Score: Raw -2678820.531680 + Penalty 1947.664237 = -2676872.867444 nChanged 81 SP:Iteration 63Q (3613.176175 sec): 3 clusters Score: Raw -2678834.264730 + Penalty 1947.664237 = -2676886.600493 nChanged 87 SP:Iteration 64Q (3613.234873 sec): 3 clusters Score: Raw -2678847.101467 + Penalty 1947.664237 = -2676899.437230 nChanged 84 SP:Iteration 65Q (3613.278504 sec): 3 clusters Score: Raw -2678860.039761 + Penalty 1947.664237 = -2676912.375524 nChanged 85 SP:Iteration 66Q (3613.338057 sec): 3 clusters Score: Raw -2678874.995744 + Penalty 1947.664237 = -2676927.331507 nChanged 86 SP:Iteration 67Q (3613.394828 sec): 3 clusters Score: Raw -2678890.667938 + Penalty 1947.664237 = -2676943.003702 nChanged 89 SP:Iteration 68Q (3613.451375 sec): 3 clusters Score: Raw -2678909.338769 + Penalty 1947.664237 = -2676961.674532 nChanged 88 SP:Iteration 69Q (3613.492699 sec): 3 clusters Score: Raw -2678926.627498 + Penalty 1947.664237 = -2676978.963261 nChanged 72 SP:Iteration 70Q (3613.576328 sec): 3 clusters Score: Raw -2678938.937977 + Penalty 1947.664237 = -2676991.273741 nChanged 71 SP:Iteration 71Q (3613.638200 sec): 3 clusters Score: Raw -2678953.166241 + Penalty 1947.664237 = -2677005.502004 nChanged 73 SP:Iteration 72Q (3613.681867 sec): 3 clusters Score: Raw -2678965.789262 + Penalty 1947.664237 = -2677018.125025 nChanged 76 SP:Iteration 73Q (3613.733527 sec): 3 clusters Score: Raw -2678980.761407 + Penalty 1947.664237 = -2677033.097171 nChanged 70 SP:Iteration 74Q (3613.808826 sec): 3 clusters Score: Raw -2678996.755816 + Penalty 1947.664237 = -2677049.091579 nChanged 81 SP:Iteration 75Q (3613.889234 sec): 3 clusters Score: Raw -2679015.594318 + Penalty 1947.664237 = -2677067.930081 nChanged 71 SP:Iteration 76Q (3613.974070 sec): 3 clusters Score: Raw -2679033.491894 + Penalty 1947.664237 = -2677085.827657 nChanged 78 SP:Iteration 77Q (3614.041993 sec): 3 clusters Score: Raw -2679051.706323 + Penalty 1947.664237 = -2677104.042086 nChanged 72 SP:Iteration 78Q (3614.116894 sec): 3 clusters Score: Raw -2679065.355928 + Penalty 1947.664237 = -2677117.691691 nChanged 73 SP:Iteration 79Q (3614.191477 sec): 3 clusters Score: Raw -2679080.139178 + Penalty 1947.664237 = -2677132.474941 nChanged 76 SP:Iteration 80F (3614.269522 sec): 3 clusters Score: Raw -2679096.694532 + Penalty 1947.664237 = -2677149.030296 nChanged 72 SP:Iteration 81Q (3614.357244 sec): 3 clusters Score: Raw -2679112.118113 + Penalty 1947.664237 = -2677164.453876 nChanged 67 SP:Iteration 82Q (3614.421228 sec): 3 clusters Score: Raw -2679124.626331 + Penalty 1947.664237 = -2677176.962094 nChanged 47 SP:Iteration 83Q (3614.496696 sec): 3 clusters Score: Raw -2679132.734423 + Penalty 1947.664237 = -2677185.070186 nChanged 38 SP:Iteration 84Q (3614.581592 sec): 3 clusters Score: Raw -2679139.348948 + Penalty 1947.664237 = -2677191.684712 nChanged 37 SP:Iteration 85Q (3614.657760 sec): 3 clusters Score: Raw -2679146.503751 + Penalty 1947.664237 = -2677198.839514 nChanged 42 SP:Iteration 86Q (3614.727315 sec): 3 clusters Score: Raw -2679155.569986 + Penalty 1947.664237 = -2677207.905750 nChanged 51 SP:Iteration 87Q (3614.803832 sec): 3 clusters Score: Raw -2679164.568203 + Penalty 1947.664237 = -2677216.903967 nChanged 38 SP:Iteration 88Q (3614.878375 sec): 3 clusters Score: Raw -2679171.494162 + Penalty 1947.664237 = -2677223.829925 nChanged 30 SP:Iteration 89Q (3614.953161 sec): 3 clusters Score: Raw -2679176.475421 + Penalty 1947.664237 = -2677228.811185 nChanged 31 SP:Iteration 90Q (3615.032961 sec): 3 clusters Score: Raw -2679181.654307 + Penalty 1947.664237 = -2677233.990071 nChanged 34 SP:Iteration 91Q (3615.104010 sec): 3 clusters Score: Raw -2679187.560745 + Penalty 1947.664237 = -2677239.896508 nChanged 27 SP:Iteration 92Q (3615.189701 sec): 3 clusters Score: Raw -2679190.854770 + Penalty 1947.664237 = -2677243.190534 nChanged 20 SP:Iteration 93Q (3615.269757 sec): 3 clusters Score: Raw -2679193.476896 + Penalty 1947.664237 = -2677245.812659 nChanged 20 SP:Iteration 94Q (3615.339591 sec): 3 clusters Score: Raw -2679196.034043 + Penalty 1947.664237 = -2677248.369807 nChanged 19 SP:Iteration 95Q (3615.420024 sec): 3 clusters Score: Raw -2679199.055321 + Penalty 1947.664237 = -2677251.391085 nChanged 14 SP:Iteration 96Q (3615.500394 sec): 3 clusters Score: Raw -2679201.233182 + Penalty 1947.664237 = -2677253.568945 nChanged 16 SP:Iteration 97Q (3615.579574 sec): 3 clusters Score: Raw -2679203.294607 + Penalty 1947.664237 = -2677255.630370 nChanged 13 SP:Iteration 98Q (3615.659676 sec): 3 clusters Score: Raw -2679204.832186 + Penalty 1947.664237 = -2677257.167950 nChanged 14 SP:Iteration 99Q (3615.739043 sec): 3 clusters Score: Raw -2679206.521617 + Penalty 1947.664237 = -2677258.857381 nChanged 18 SP:Iteration 100F (3615.808291 sec): 3 clusters Score: Raw -2679209.172803 + Penalty 1947.664237 = -2677261.508567 nChanged 21 SP:Iteration 101Q (3615.884456 sec): 3 clusters Score: Raw -2679212.231720 + Penalty 1947.664237 = -2677264.567483 nChanged 19 SP:Iteration 102Q (3615.970555 sec): 3 clusters Score: Raw -2679214.760736 + Penalty 1947.664237 = -2677267.096500 nChanged 20 SP:Iteration 103Q (3616.050673 sec): 3 clusters Score: Raw -2679218.649342 + Penalty 1947.664237 = -2677270.985105 nChanged 22 SP:Iteration 104Q (3616.130219 sec): 3 clusters Score: Raw -2679223.201215 + Penalty 1947.664237 = -2677275.536978 nChanged 28 SP:Iteration 105Q (3616.209571 sec): 3 clusters Score: Raw -2679228.720055 + Penalty 1947.664237 = -2677281.055818 nChanged 18 SP:Iteration 106Q (3616.282011 sec): 3 clusters Score: Raw -2679232.365419 + Penalty 1947.664237 = -2677284.701182 nChanged 25 SP:Iteration 107Q (3616.365187 sec): 3 clusters Score: Raw -2679236.141332 + Penalty 1947.664237 = -2677288.477096 nChanged 21 SP:Iteration 108Q (3616.445182 sec): 3 clusters Score: Raw -2679240.100064 + Penalty 1947.664237 = -2677292.435828 nChanged 18 SP:Iteration 109Q (3616.525391 sec): 3 clusters Score: Raw -2679242.352917 + Penalty 1947.664237 = -2677294.688680 nChanged 13 SP:Iteration 110Q (3616.605431 sec): 3 clusters Score: Raw -2679244.396948 + Penalty 1947.664237 = -2677296.732711 nChanged 18 SP:Iteration 111Q (3616.685095 sec): 3 clusters Score: Raw -2679248.044508 + Penalty 1947.664237 = -2677300.380272 nChanged 20 SP:Iteration 112Q (3616.764958 sec): 3 clusters Score: Raw -2679253.405264 + Penalty 1947.664237 = -2677305.741028 nChanged 20 SP:Iteration 113Q (3616.840199 sec): 3 clusters Score: Raw -2679260.865978 + Penalty 1947.664237 = -2677313.201742 nChanged 28 SP:Iteration 114Q (3616.913488 sec): 3 clusters Score: Raw -2679267.171468 + Penalty 1947.664237 = -2677319.507232 nChanged 21 SP:Iteration 115Q (3617.003666 sec): 3 clusters Score: Raw -2679271.435806 + Penalty 1947.664237 = -2677323.771569 nChanged 18 SP:Iteration 116Q (3617.083945 sec): 3 clusters Score: Raw -2679275.174318 + Penalty 1947.664237 = -2677327.510082 nChanged 18 SP:Iteration 117Q (3617.164936 sec): 3 clusters Score: Raw -2679278.134431 + Penalty 1947.664237 = -2677330.470194 nChanged 16 SP:Iteration 118Q (3617.244443 sec): 3 clusters Score: Raw -2679280.225304 + Penalty 1947.664237 = -2677332.561067 nChanged 11 SP:Iteration 119Q (3617.323643 sec): 3 clusters Score: Raw -2679281.911414 + Penalty 1947.664237 = -2677334.247177 nChanged 16 SP:Iteration 120F (3617.393240 sec): 3 clusters Score: Raw -2679284.750062 + Penalty 1947.664237 = -2677337.085825 nChanged 16 SP:Iteration 121Q (3617.469088 sec): 3 clusters Score: Raw -2679287.627579 + Penalty 1947.664237 = -2677339.963342 nChanged 15 SP:Iteration 122Q (3617.546250 sec): 3 clusters Score: Raw -2679290.491623 + Penalty 1947.664237 = -2677342.827386 nChanged 15 SP:Iteration 123Q (3617.619581 sec): 3 clusters Score: Raw -2679293.324394 + Penalty 1947.664237 = -2677345.660157 nChanged 8 SP:Iteration 124Q (3617.687392 sec): 3 clusters Score: Raw -2679294.897352 + Penalty 1947.664237 = -2677347.233116 nChanged 11 SP:Iteration 125Q (3617.752626 sec): 3 clusters Score: Raw -2679296.951712 + Penalty 1947.664237 = -2677349.287476 nChanged 7 SP:Iteration 126Q (3617.825987 sec): 3 clusters Score: Raw -2679298.298941 + Penalty 1947.664237 = -2677350.634705 nChanged 7 SP:Iteration 127Q (3617.896868 sec): 3 clusters Score: Raw -2679299.308345 + Penalty 1947.664237 = -2677351.644109 nChanged 8 SP:Iteration 128Q (3617.974883 sec): 3 clusters Score: Raw -2679300.494310 + Penalty 1947.664237 = -2677352.830073 nChanged 4 SP:Iteration 129Q (3618.046467 sec): 3 clusters Score: Raw -2679301.106613 + Penalty 1947.664237 = -2677353.442377 nChanged 4 SP:Iteration 130Q (3618.118419 sec): 3 clusters Score: Raw -2679301.609948 + Penalty 1947.664237 = -2677353.945711 nChanged 4 SP:Iteration 131Q (3618.191757 sec): 3 clusters Score: Raw -2679302.105078 + Penalty 1947.664237 = -2677354.440841 nChanged 2 SP:Iteration 132Q (3618.264240 sec): 3 clusters Score: Raw -2679302.547748 + Penalty 1947.664237 = -2677354.883512 nChanged 4 SP:Iteration 133Q (3618.332188 sec): 3 clusters Score: Raw -2679303.428272 + Penalty 1947.664237 = -2677355.764035 nChanged 3 SP:Iteration 134Q (3618.408988 sec): 3 clusters Score: Raw -2679303.644785 + Penalty 1947.664237 = -2677355.980549 nChanged 1 SP:Iteration 135Q (3618.486095 sec): 3 clusters Score: Raw -2679303.880521 + Penalty 1947.664237 = -2677356.216284 nChanged 2 SP:Iteration 136Q (3618.551756 sec): 3 clusters Score: Raw -2679304.266925 + Penalty 1947.664237 = -2677356.602688 nChanged 2 SP:Iteration 137Q (3618.620902 sec): 3 clusters Score: Raw -2679304.510551 + Penalty 1947.664237 = -2677356.846315 nChanged 2 SP:Iteration 138Q (3618.687552 sec): 3 clusters Score: Raw -2679304.817779 + Penalty 1947.664237 = -2677357.153542 nChanged 3 SP:Iteration 139Q (3618.755938 sec): 3 clusters Score: Raw -2679305.135800 + Penalty 1947.664237 = -2677357.471564 nChanged 1 SP:Iteration 140F (3618.830946 sec): 3 clusters Score: Raw -2679305.358851 + Penalty 1947.664237 = -2677357.694615 nChanged 1 SP:Iteration 141Q (3618.907977 sec): 3 clusters Score: Raw -2679305.472276 + Penalty 1947.664237 = -2677357.808039 nChanged 0 SP:Iteration 142F (3618.990160 sec): 3 clusters Score: Raw -2679305.472276 + Penalty 1947.664237 = -2677357.808039 nChanged 0 Trying to split cluster 14 (6182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3619.017273 sec): 2 clusters Score: Raw -553154.152236 + Penalty 829.292727 = -552324.859510 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3619.073241 sec): 3 clusters Score: Raw -549719.541281 + Penalty 1658.585453 = -548060.955828 nChanged 2635 SP:Iteration 1F (3619.126689 sec): 3 clusters Score: Raw -551346.704423 + Penalty 1658.585453 = -549688.118969 nChanged 401 SP:Iteration 2F (3619.181723 sec): 3 clusters Score: Raw -551605.648165 + Penalty 1658.585453 = -549947.062712 nChanged 385 SP:Iteration 3F (3619.234693 sec): 3 clusters Score: Raw -551873.261437 + Penalty 1658.585453 = -550214.675983 nChanged 396 SP:Iteration 4F (3619.289745 sec): 3 clusters Score: Raw -552148.872952 + Penalty 1658.585453 = -550490.287498 nChanged 390 SP:Iteration 5F (3619.344746 sec): 3 clusters Score: Raw -552460.453647 + Penalty 1658.585453 = -550801.868193 nChanged 375 SP:Iteration 6F (3619.400974 sec): 3 clusters Score: Raw -552775.005964 + Penalty 1658.585453 = -551116.420511 nChanged 306 SP:Iteration 7Q (3619.456054 sec): 3 clusters Score: Raw -552995.824132 + Penalty 1658.585453 = -551337.238679 nChanged 223 SP:Iteration 8Q (3619.511315 sec): 3 clusters Score: Raw -553161.623018 + Penalty 1658.585453 = -551503.037564 nChanged 152 SP:Iteration 9Q (3619.555834 sec): 3 clusters Score: Raw -553267.406935 + Penalty 1658.585453 = -551608.821482 nChanged 117 SP:Iteration 10Q (3619.609751 sec): 3 clusters Score: Raw -553337.760304 + Penalty 1658.585453 = -551679.174851 nChanged 87 SP:Iteration 11Q (3619.665447 sec): 3 clusters Score: Raw -553389.608447 + Penalty 1658.585453 = -551731.022994 nChanged 68 SP:Iteration 12Q (3619.717291 sec): 3 clusters Score: Raw -553430.955611 + Penalty 1658.585453 = -551772.370158 nChanged 61 SP:Iteration 13Q (3619.780958 sec): 3 clusters Score: Raw -553472.157377 + Penalty 1658.585453 = -551813.571923 nChanged 47 SP:Iteration 14Q (3619.820364 sec): 3 clusters Score: Raw -553494.220676 + Penalty 1658.585453 = -551835.635223 nChanged 36 SP:Iteration 15Q (3619.867902 sec): 3 clusters Score: Raw -553517.400134 + Penalty 1658.585453 = -551858.814680 nChanged 34 SP:Iteration 16Q (3619.917058 sec): 3 clusters Score: Raw -553547.028132 + Penalty 1658.585453 = -551888.442678 nChanged 37 SP:Iteration 17Q (3619.969912 sec): 3 clusters Score: Raw -553567.376619 + Penalty 1658.585453 = -551908.791165 nChanged 21 SP:Iteration 18Q (3620.035464 sec): 3 clusters Score: Raw -553573.576071 + Penalty 1658.585453 = -551914.990618 nChanged 10 SP:Iteration 19Q (3620.082871 sec): 3 clusters Score: Raw -553575.843027 + Penalty 1658.585453 = -551917.257573 nChanged 3 SP:Iteration 20F (3620.139506 sec): 3 clusters Score: Raw -553577.020440 + Penalty 1658.585453 = -551918.434987 nChanged 4 SP:Iteration 21Q (3620.183128 sec): 3 clusters Score: Raw -553578.577326 + Penalty 1658.585453 = -551919.991873 nChanged 3 SP:Iteration 22Q (3620.247074 sec): 3 clusters Score: Raw -553579.595617 + Penalty 1658.585453 = -551921.010164 nChanged 4 SP:Iteration 23Q (3620.301287 sec): 3 clusters Score: Raw -553580.290504 + Penalty 1658.585453 = -551921.705051 nChanged 0 SP:Iteration 24F (3620.356027 sec): 3 clusters Score: Raw -553580.290504 + Penalty 1658.585453 = -551921.705051 nChanged 0 Trying to split cluster 15 (2641 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3620.384734 sec): 2 clusters Score: Raw -241935.190171 + Penalty 748.496727 = -241186.693444 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3620.425582 sec): 3 clusters Score: Raw -240633.592350 + Penalty 1496.993453 = -239136.598897 nChanged 1044 SP:Iteration 1F (3620.468770 sec): 3 clusters Score: Raw -241266.301942 + Penalty 1496.993453 = -239769.308489 nChanged 236 SP:Iteration 2F (3620.519827 sec): 3 clusters Score: Raw -241461.238491 + Penalty 1496.993453 = -239964.245038 nChanged 189 SP:Iteration 3F (3620.564177 sec): 3 clusters Score: Raw -241603.895954 + Penalty 1496.993453 = -240106.902501 nChanged 132 SP:Iteration 4Q (3620.614903 sec): 3 clusters Score: Raw -241687.416024 + Penalty 1496.993453 = -240190.422570 nChanged 100 SP:Iteration 5Q (3620.665725 sec): 3 clusters Score: Raw -241757.665657 + Penalty 1496.993453 = -240260.672204 nChanged 95 SP:Iteration 6Q (3620.727192 sec): 3 clusters Score: Raw -241819.405249 + Penalty 1496.993453 = -240322.411796 nChanged 81 SP:Iteration 7Q (3620.776930 sec): 3 clusters Score: Raw -241877.974125 + Penalty 1496.993453 = -240380.980671 nChanged 78 SP:Iteration 8Q (3620.827619 sec): 3 clusters Score: Raw -241939.164910 + Penalty 1496.993453 = -240442.171456 nChanged 77 SP:Iteration 9Q (3620.876478 sec): 3 clusters Score: Raw -241984.057052 + Penalty 1496.993453 = -240487.063598 nChanged 56 SP:Iteration 10Q (3620.917143 sec): 3 clusters Score: Raw -242014.756645 + Penalty 1496.993453 = -240517.763192 nChanged 38 SP:Iteration 11Q (3620.966311 sec): 3 clusters Score: Raw -242035.390231 + Penalty 1496.993453 = -240538.396777 nChanged 39 SP:Iteration 12Q (3621.016646 sec): 3 clusters Score: Raw -242057.501115 + Penalty 1496.993453 = -240560.507661 nChanged 32 SP:Iteration 13Q (3621.074536 sec): 3 clusters Score: Raw -242068.988964 + Penalty 1496.993453 = -240571.995511 nChanged 19 SP:Iteration 14Q (3621.110538 sec): 3 clusters Score: Raw -242076.962485 + Penalty 1496.993453 = -240579.969031 nChanged 18 SP:Iteration 15Q (3621.171664 sec): 3 clusters Score: Raw -242082.711724 + Penalty 1496.993453 = -240585.718270 nChanged 9 SP:Iteration 16Q (3621.184881 sec): 3 clusters Score: Raw -242085.994551 + Penalty 1496.993453 = -240589.001098 nChanged 11 SP:Iteration 17Q (3621.194562 sec): 3 clusters Score: Raw -242088.832361 + Penalty 1496.993453 = -240591.838907 nChanged 12 SP:Iteration 18Q (3621.204143 sec): 3 clusters Score: Raw -242092.823349 + Penalty 1496.993453 = -240595.829896 nChanged 12 SP:Iteration 19Q (3621.213720 sec): 3 clusters Score: Raw -242096.999508 + Penalty 1496.993453 = -240600.006054 nChanged 9 SP:Iteration 20F (3621.228396 sec): 3 clusters Score: Raw -242100.721093 + Penalty 1496.993453 = -240603.727640 nChanged 5 SP:Iteration 21Q (3621.238272 sec): 3 clusters Score: Raw -242102.228037 + Penalty 1496.993453 = -240605.234584 nChanged 5 SP:Iteration 22Q (3621.247822 sec): 3 clusters Score: Raw -242105.223991 + Penalty 1496.993453 = -240608.230538 nChanged 3 SP:Iteration 23Q (3621.257420 sec): 3 clusters Score: Raw -242106.231246 + Penalty 1496.993453 = -240609.237792 nChanged 1 SP:Iteration 24Q (3621.266956 sec): 3 clusters Score: Raw -242106.507705 + Penalty 1496.993453 = -240609.514251 nChanged 1 SP:Iteration 25Q (3621.276498 sec): 3 clusters Score: Raw -242106.946024 + Penalty 1496.993453 = -240609.952571 nChanged 1 SP:Iteration 26Q (3621.286047 sec): 3 clusters Score: Raw -242107.505590 + Penalty 1496.993453 = -240610.512136 nChanged 2 SP:Iteration 27Q (3621.295494 sec): 3 clusters Score: Raw -242108.418766 + Penalty 1496.993453 = -240611.425313 nChanged 2 SP:Iteration 28Q (3621.304959 sec): 3 clusters Score: Raw -242109.218872 + Penalty 1496.993453 = -240612.225418 nChanged 4 SP:Iteration 29Q (3621.314443 sec): 3 clusters Score: Raw -242110.986358 + Penalty 1496.993453 = -240613.992904 nChanged 4 SP:Iteration 30Q (3621.325746 sec): 3 clusters Score: Raw -242111.921640 + Penalty 1496.993453 = -240614.928186 nChanged 7 SP:Iteration 31Q (3621.335636 sec): 3 clusters Score: Raw -242114.430183 + Penalty 1496.993453 = -240617.436730 nChanged 6 SP:Iteration 32Q (3621.345199 sec): 3 clusters Score: Raw -242115.642310 + Penalty 1496.993453 = -240618.648857 nChanged 5 SP:Iteration 33Q (3621.354706 sec): 3 clusters Score: Raw -242116.495548 + Penalty 1496.993453 = -240619.502095 nChanged 3 SP:Iteration 34Q (3621.364254 sec): 3 clusters Score: Raw -242116.992820 + Penalty 1496.993453 = -240619.999366 nChanged 2 SP:Iteration 35Q (3621.373805 sec): 3 clusters Score: Raw -242117.675004 + Penalty 1496.993453 = -240620.681551 nChanged 3 SP:Iteration 36Q (3621.383313 sec): 3 clusters Score: Raw -242118.417530 + Penalty 1496.993453 = -240621.424077 nChanged 0 SP:Iteration 37F (3621.392911 sec): 3 clusters Score: Raw -242118.417530 + Penalty 1496.993453 = -240621.424077 nChanged 0 Trying to split cluster 16 (17496 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3621.439838 sec): 2 clusters Score: Raw -1601630.012128 + Penalty 928.124118 = -1600701.888009 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3621.511937 sec): 3 clusters Score: Raw -1590781.473876 + Penalty 1856.248237 = -1588925.225639 nChanged 8038 SP:Iteration 1F (3621.578621 sec): 3 clusters Score: Raw -1595758.147760 + Penalty 1856.248237 = -1593901.899523 nChanged 1050 SP:Iteration 2F (3621.645937 sec): 3 clusters Score: Raw -1596315.427561 + Penalty 1856.248237 = -1594459.179325 nChanged 1099 SP:Iteration 3F (3621.708324 sec): 3 clusters Score: Raw -1596926.094820 + Penalty 1856.248237 = -1595069.846583 nChanged 1099 SP:Iteration 4F (3621.781621 sec): 3 clusters Score: Raw -1597575.335068 + Penalty 1856.248237 = -1595719.086831 nChanged 1020 SP:Iteration 5F (3621.857777 sec): 3 clusters Score: Raw -1598228.449244 + Penalty 1856.248237 = -1596372.201007 nChanged 958 SP:Iteration 6F (3621.927771 sec): 3 clusters Score: Raw -1598973.329610 + Penalty 1856.248237 = -1597117.081373 nChanged 832 SP:Iteration 7Q (3621.985425 sec): 3 clusters Score: Raw -1599620.378693 + Penalty 1856.248237 = -1597764.130457 nChanged 625 SP:Iteration 8Q (3622.062061 sec): 3 clusters Score: Raw -1600019.600991 + Penalty 1856.248237 = -1598163.352755 nChanged 473 SP:Iteration 9Q (3622.132163 sec): 3 clusters Score: Raw -1600247.089403 + Penalty 1856.248237 = -1598390.841166 nChanged 381 SP:Iteration 10Q (3622.203305 sec): 3 clusters Score: Raw -1600415.729113 + Penalty 1856.248237 = -1598559.480876 nChanged 342 SP:Iteration 11Q (3622.259809 sec): 3 clusters Score: Raw -1600556.950874 + Penalty 1856.248237 = -1598700.702637 nChanged 317 SP:Iteration 12Q (3622.330368 sec): 3 clusters Score: Raw -1600674.756473 + Penalty 1856.248237 = -1598818.508236 nChanged 280 SP:Iteration 13Q (3622.400537 sec): 3 clusters Score: Raw -1600775.992752 + Penalty 1856.248237 = -1598919.744515 nChanged 250 SP:Iteration 14Q (3622.454898 sec): 3 clusters Score: Raw -1600864.643982 + Penalty 1856.248237 = -1599008.395745 nChanged 235 SP:Iteration 15Q (3622.525521 sec): 3 clusters Score: Raw -1600950.888534 + Penalty 1856.248237 = -1599094.640298 nChanged 223 SP:Iteration 16Q (3622.574598 sec): 3 clusters Score: Raw -1601035.963818 + Penalty 1856.248237 = -1599179.715581 nChanged 212 SP:Iteration 17Q (3622.640055 sec): 3 clusters Score: Raw -1601115.743173 + Penalty 1856.248237 = -1599259.494936 nChanged 213 SP:Iteration 18Q (3622.712369 sec): 3 clusters Score: Raw -1601202.108562 + Penalty 1856.248237 = -1599345.860325 nChanged 212 SP:Iteration 19Q (3622.776121 sec): 3 clusters Score: Raw -1601292.633448 + Penalty 1856.248237 = -1599436.385211 nChanged 167 SP:Iteration 20F (3622.842321 sec): 3 clusters Score: Raw -1601360.908180 + Penalty 1856.248237 = -1599504.659943 nChanged 140 SP:Iteration 21Q (3622.910345 sec): 3 clusters Score: Raw -1601419.225030 + Penalty 1856.248237 = -1599562.976793 nChanged 135 SP:Iteration 22Q (3622.971494 sec): 3 clusters Score: Raw -1601478.873752 + Penalty 1856.248237 = -1599622.625515 nChanged 112 SP:Iteration 23Q (3623.048611 sec): 3 clusters Score: Raw -1601526.836521 + Penalty 1856.248237 = -1599670.588284 nChanged 95 SP:Iteration 24Q (3623.115124 sec): 3 clusters Score: Raw -1601563.641761 + Penalty 1856.248237 = -1599707.393524 nChanged 69 SP:Iteration 25Q (3623.171955 sec): 3 clusters Score: Raw -1601590.307099 + Penalty 1856.248237 = -1599734.058862 nChanged 62 SP:Iteration 26Q (3623.244552 sec): 3 clusters Score: Raw -1601616.633690 + Penalty 1856.248237 = -1599760.385453 nChanged 60 SP:Iteration 27Q (3623.299459 sec): 3 clusters Score: Raw -1601638.959140 + Penalty 1856.248237 = -1599782.710903 nChanged 50 SP:Iteration 28Q (3623.366256 sec): 3 clusters Score: Raw -1601658.303716 + Penalty 1856.248237 = -1599802.055479 nChanged 39 SP:Iteration 29Q (3623.433738 sec): 3 clusters Score: Raw -1601672.697067 + Penalty 1856.248237 = -1599816.448830 nChanged 36 SP:Iteration 30Q (3623.503801 sec): 3 clusters Score: Raw -1601688.692256 + Penalty 1856.248237 = -1599832.444019 nChanged 42 SP:Iteration 31Q (3623.571525 sec): 3 clusters Score: Raw -1601716.061075 + Penalty 1856.248237 = -1599859.812838 nChanged 45 SP:Iteration 32Q (3623.629918 sec): 3 clusters Score: Raw -1601734.403341 + Penalty 1856.248237 = -1599878.155104 nChanged 33 SP:Iteration 33Q (3623.691908 sec): 3 clusters Score: Raw -1601746.193186 + Penalty 1856.248237 = -1599889.944949 nChanged 35 SP:Iteration 34Q (3623.761021 sec): 3 clusters Score: Raw -1601763.708303 + Penalty 1856.248237 = -1599907.460066 nChanged 31 SP:Iteration 35Q (3623.836667 sec): 3 clusters Score: Raw -1601778.111600 + Penalty 1856.248237 = -1599921.863363 nChanged 20 SP:Iteration 36Q (3623.895076 sec): 3 clusters Score: Raw -1601786.058080 + Penalty 1856.248237 = -1599929.809843 nChanged 19 SP:Iteration 37Q (3623.960720 sec): 3 clusters Score: Raw -1601793.941173 + Penalty 1856.248237 = -1599937.692936 nChanged 13 SP:Iteration 38Q (3624.021130 sec): 3 clusters Score: Raw -1601799.611380 + Penalty 1856.248237 = -1599943.363143 nChanged 10 SP:Iteration 39Q (3624.090419 sec): 3 clusters Score: Raw -1601803.309400 + Penalty 1856.248237 = -1599947.061163 nChanged 9 SP:Iteration 40F (3624.152314 sec): 3 clusters Score: Raw -1601807.638942 + Penalty 1856.248237 = -1599951.390705 nChanged 10 SP:Iteration 41Q (3624.210039 sec): 3 clusters Score: Raw -1601812.595066 + Penalty 1856.248237 = -1599956.346829 nChanged 8 SP:Iteration 42Q (3624.285562 sec): 3 clusters Score: Raw -1601816.382004 + Penalty 1856.248237 = -1599960.133767 nChanged 9 SP:Iteration 43Q (3624.347161 sec): 3 clusters Score: Raw -1601823.010787 + Penalty 1856.248237 = -1599966.762550 nChanged 11 SP:Iteration 44Q (3624.405746 sec): 3 clusters Score: Raw -1601828.156728 + Penalty 1856.248237 = -1599971.908491 nChanged 8 SP:Iteration 45Q (3624.472842 sec): 3 clusters Score: Raw -1601830.767948 + Penalty 1856.248237 = -1599974.519711 nChanged 6 SP:Iteration 46Q (3624.534782 sec): 3 clusters Score: Raw -1601833.451203 + Penalty 1856.248237 = -1599977.202966 nChanged 7 SP:Iteration 47Q (3624.601362 sec): 3 clusters Score: Raw -1601836.814949 + Penalty 1856.248237 = -1599980.566712 nChanged 4 SP:Iteration 48Q (3624.654630 sec): 3 clusters Score: Raw -1601837.893661 + Penalty 1856.248237 = -1599981.645424 nChanged 1 SP:Iteration 49Q (3624.725692 sec): 3 clusters Score: Raw -1601838.055713 + Penalty 1856.248237 = -1599981.807476 nChanged 0 SP:Iteration 50F (3624.779169 sec): 3 clusters Score: Raw -1601838.055713 + Penalty 1856.248237 = -1599981.807476 nChanged 0 Trying to split cluster 17 (57616 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3624.862627 sec): 2 clusters Score: Raw -5269743.849183 + Penalty 1041.347781 = -5268702.501403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3624.973214 sec): 3 clusters Score: Raw -5232188.266787 + Penalty 2082.695561 = -5230105.571226 nChanged 27672 SP:Iteration 1F (3625.094992 sec): 3 clusters Score: Raw -5249550.798312 + Penalty 2082.695561 = -5247468.102750 nChanged 3239 SP:Iteration 2F (3625.227062 sec): 3 clusters Score: Raw -5251235.795124 + Penalty 2082.695561 = -5249153.099563 nChanged 4056 SP:Iteration 3F (3625.335747 sec): 3 clusters Score: Raw -5253947.464746 + Penalty 2082.695561 = -5251864.769184 nChanged 4664 SP:Iteration 4F (3625.453259 sec): 3 clusters Score: Raw -5257779.540291 + Penalty 2082.695561 = -5255696.844729 nChanged 4546 SP:Iteration 5F (3625.580471 sec): 3 clusters Score: Raw -5262037.880021 + Penalty 2082.695561 = -5259955.184459 nChanged 3559 SP:Iteration 6F (3625.697752 sec): 3 clusters Score: Raw -5265648.966318 + Penalty 2082.695561 = -5263566.270757 nChanged 2141 SP:Iteration 7Q (3625.817281 sec): 3 clusters Score: Raw -5267785.021065 + Penalty 2082.695561 = -5265702.325504 nChanged 1155 SP:Iteration 8Q (3625.905184 sec): 3 clusters Score: Raw -5268803.774476 + Penalty 2082.695561 = -5266721.078914 nChanged 676 SP:Iteration 9Q (3626.014019 sec): 3 clusters Score: Raw -5269290.964150 + Penalty 2082.695561 = -5267208.268589 nChanged 449 SP:Iteration 10Q (3626.111832 sec): 3 clusters Score: Raw -5269545.507035 + Penalty 2082.695561 = -5267462.811473 nChanged 323 SP:Iteration 11Q (3626.210861 sec): 3 clusters Score: Raw -5269709.008251 + Penalty 2082.695561 = -5267626.312690 nChanged 245 SP:Iteration 12Q (3626.304863 sec): 3 clusters Score: Raw -5269842.682973 + Penalty 2082.695561 = -5267759.987412 nChanged 187 SP:Iteration 13Q (3626.413058 sec): 3 clusters Score: Raw -5269953.412071 + Penalty 2082.695561 = -5267870.716510 nChanged 143 SP:Iteration 14Q (3626.509174 sec): 3 clusters Score: Raw -5270025.103881 + Penalty 2082.695561 = -5267942.408319 nChanged 99 SP:Iteration 15Q (3626.621025 sec): 3 clusters Score: Raw -5270068.346977 + Penalty 2082.695561 = -5267985.651416 nChanged 76 SP:Iteration 16Q (3626.724509 sec): 3 clusters Score: Raw -5270100.228114 + Penalty 2082.695561 = -5268017.532552 nChanged 62 SP:Iteration 17Q (3626.828518 sec): 3 clusters Score: Raw -5270120.522454 + Penalty 2082.695561 = -5268037.826893 nChanged 45 SP:Iteration 18Q (3626.929081 sec): 3 clusters Score: Raw -5270141.549238 + Penalty 2082.695561 = -5268058.853676 nChanged 50 SP:Iteration 19Q (3627.026255 sec): 3 clusters Score: Raw -5270161.118360 + Penalty 2082.695561 = -5268078.422799 nChanged 45 SP:Iteration 20F (3627.142455 sec): 3 clusters Score: Raw -5270177.092393 + Penalty 2082.695561 = -5268094.396831 nChanged 32 SP:Iteration 21Q (3627.241411 sec): 3 clusters Score: Raw -5270190.449152 + Penalty 2082.695561 = -5268107.753591 nChanged 22 SP:Iteration 22Q (3627.336185 sec): 3 clusters Score: Raw -5270197.761601 + Penalty 2082.695561 = -5268115.066040 nChanged 23 SP:Iteration 23Q (3627.432226 sec): 3 clusters Score: Raw -5270205.559632 + Penalty 2082.695561 = -5268122.864071 nChanged 20 SP:Iteration 24Q (3627.527006 sec): 3 clusters Score: Raw -5270215.181123 + Penalty 2082.695561 = -5268132.485561 nChanged 27 SP:Iteration 25Q (3627.620742 sec): 3 clusters Score: Raw -5270225.616413 + Penalty 2082.695561 = -5268142.920852 nChanged 19 SP:Iteration 26Q (3627.723343 sec): 3 clusters Score: Raw -5270230.811279 + Penalty 2082.695561 = -5268148.115718 nChanged 20 SP:Iteration 27Q (3627.827184 sec): 3 clusters Score: Raw -5270235.681477 + Penalty 2082.695561 = -5268152.985916 nChanged 13 SP:Iteration 28Q (3627.935740 sec): 3 clusters Score: Raw -5270238.685032 + Penalty 2082.695561 = -5268155.989471 nChanged 15 SP:Iteration 29Q (3628.035385 sec): 3 clusters Score: Raw -5270242.027885 + Penalty 2082.695561 = -5268159.332324 nChanged 10 SP:Iteration 30Q (3628.147973 sec): 3 clusters Score: Raw -5270244.057277 + Penalty 2082.695561 = -5268161.361715 nChanged 8 SP:Iteration 31Q (3628.248488 sec): 3 clusters Score: Raw -5270245.641962 + Penalty 2082.695561 = -5268162.946401 nChanged 5 SP:Iteration 32Q (3628.366346 sec): 3 clusters Score: Raw -5270246.347234 + Penalty 2082.695561 = -5268163.651673 nChanged 1 SP:Iteration 33Q (3628.466761 sec): 3 clusters Score: Raw -5270246.614332 + Penalty 2082.695561 = -5268163.918771 nChanged 1 SP:Iteration 34Q (3628.578207 sec): 3 clusters Score: Raw -5270246.701599 + Penalty 2082.695561 = -5268164.006038 nChanged 0 SP:Iteration 35F (3628.698169 sec): 3 clusters Score: Raw -5270246.701599 + Penalty 2082.695561 = -5268164.006038 nChanged 0 Trying to split cluster 18 (1763 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3628.742813 sec): 2 clusters Score: Raw -156700.941113 + Penalty 710.103357 = -155990.837756 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3628.784392 sec): 3 clusters Score: Raw -155907.769354 + Penalty 1420.206715 = -154487.562639 nChanged 662 SP:Iteration 1F (3628.815162 sec): 3 clusters Score: Raw -156319.745204 + Penalty 1420.206715 = -154899.538489 nChanged 154 SP:Iteration 2F (3628.861230 sec): 3 clusters Score: Raw -156441.157005 + Penalty 1420.206715 = -155020.950291 nChanged 105 SP:Iteration 3F (3628.911899 sec): 3 clusters Score: Raw -156529.446725 + Penalty 1420.206715 = -155109.240011 nChanged 86 SP:Iteration 4Q (3628.960728 sec): 3 clusters Score: Raw -156621.445355 + Penalty 1420.206715 = -155201.238640 nChanged 96 SP:Iteration 5F (3629.009352 sec): 3 clusters Score: Raw -156709.818561 + Penalty 1420.206715 = -155289.611846 nChanged 94 SP:Iteration 6F (3629.050359 sec): 3 clusters Score: Raw -156780.408685 + Penalty 1420.206715 = -155360.201970 nChanged 69 SP:Iteration 7Q (3629.100172 sec): 3 clusters Score: Raw -156832.112705 + Penalty 1420.206715 = -155411.905990 nChanged 59 SP:Iteration 8Q (3629.145287 sec): 3 clusters Score: Raw -156873.616018 + Penalty 1420.206715 = -155453.409303 nChanged 45 SP:Iteration 9Q (3629.200099 sec): 3 clusters Score: Raw -156906.154963 + Penalty 1420.206715 = -155485.948248 nChanged 30 SP:Iteration 10Q (3629.241523 sec): 3 clusters Score: Raw -156923.389664 + Penalty 1420.206715 = -155503.182949 nChanged 18 SP:Iteration 11Q (3629.300443 sec): 3 clusters Score: Raw -156931.058683 + Penalty 1420.206715 = -155510.851968 nChanged 12 SP:Iteration 12Q (3629.341487 sec): 3 clusters Score: Raw -156936.707017 + Penalty 1420.206715 = -155516.500303 nChanged 14 SP:Iteration 13Q (3629.383535 sec): 3 clusters Score: Raw -156948.752274 + Penalty 1420.206715 = -155528.545559 nChanged 13 SP:Iteration 14Q (3629.432478 sec): 3 clusters Score: Raw -156956.649210 + Penalty 1420.206715 = -155536.442496 nChanged 12 SP:Iteration 15Q (3629.481040 sec): 3 clusters Score: Raw -156960.236059 + Penalty 1420.206715 = -155540.029344 nChanged 10 SP:Iteration 16Q (3629.530140 sec): 3 clusters Score: Raw -156964.470454 + Penalty 1420.206715 = -155544.263740 nChanged 10 SP:Iteration 17Q (3629.576599 sec): 3 clusters Score: Raw -156967.313357 + Penalty 1420.206715 = -155547.106642 nChanged 5 SP:Iteration 18Q (3629.627510 sec): 3 clusters Score: Raw -156969.558236 + Penalty 1420.206715 = -155549.351521 nChanged 6 SP:Iteration 19Q (3629.674717 sec): 3 clusters Score: Raw -156971.979801 + Penalty 1420.206715 = -155551.773087 nChanged 6 SP:Iteration 20F (3629.728610 sec): 3 clusters Score: Raw -156973.177743 + Penalty 1420.206715 = -155552.971028 nChanged 4 SP:Iteration 21Q (3629.780451 sec): 3 clusters Score: Raw -156974.029212 + Penalty 1420.206715 = -155553.822497 nChanged 3 SP:Iteration 22Q (3629.809928 sec): 3 clusters Score: Raw -156975.197812 + Penalty 1420.206715 = -155554.991097 nChanged 4 SP:Iteration 23Q (3629.855465 sec): 3 clusters Score: Raw -156976.666172 + Penalty 1420.206715 = -155556.459458 nChanged 5 SP:Iteration 24Q (3629.888899 sec): 3 clusters Score: Raw -156979.242317 + Penalty 1420.206715 = -155559.035603 nChanged 11 SP:Iteration 25Q (3629.929719 sec): 3 clusters Score: Raw -156985.126796 + Penalty 1420.206715 = -155564.920082 nChanged 6 SP:Iteration 26Q (3629.978245 sec): 3 clusters Score: Raw -156987.029605 + Penalty 1420.206715 = -155566.822890 nChanged 5 SP:Iteration 27Q (3630.033867 sec): 3 clusters Score: Raw -156990.898696 + Penalty 1420.206715 = -155570.691981 nChanged 9 SP:Iteration 28Q (3630.082290 sec): 3 clusters Score: Raw -156994.451905 + Penalty 1420.206715 = -155574.245191 nChanged 7 SP:Iteration 29Q (3630.129598 sec): 3 clusters Score: Raw -156997.487323 + Penalty 1420.206715 = -155577.280609 nChanged 8 SP:Iteration 30Q (3630.173689 sec): 3 clusters Score: Raw -157000.616733 + Penalty 1420.206715 = -155580.410019 nChanged 5 SP:Iteration 31Q (3630.219430 sec): 3 clusters Score: Raw -157002.352629 + Penalty 1420.206715 = -155582.145914 nChanged 1 SP:Iteration 32Q (3630.259049 sec): 3 clusters Score: Raw -157003.102408 + Penalty 1420.206715 = -155582.895693 nChanged 0 SP:Iteration 33F (3630.307047 sec): 3 clusters Score: Raw -157003.102408 + Penalty 1420.206715 = -155582.895693 nChanged 0 Trying to split cluster 19 (28836 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3630.365619 sec): 2 clusters Score: Raw -2780997.898743 + Penalty 975.591089 = -2780022.307654 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3630.449764 sec): 3 clusters Score: Raw -2762742.360766 + Penalty 1951.182178 = -2760791.178587 nChanged 13446 SP:Iteration 1F (3630.530005 sec): 3 clusters Score: Raw -2770227.689734 + Penalty 1951.182178 = -2768276.507556 nChanged 1220 SP:Iteration 2Q (3630.615030 sec): 3 clusters Score: Raw -2770616.741688 + Penalty 1951.182178 = -2768665.559510 nChanged 1209 SP:Iteration 3Q (3630.703260 sec): 3 clusters Score: Raw -2770973.155533 + Penalty 1951.182178 = -2769021.973355 nChanged 1146 SP:Iteration 4Q (3630.789729 sec): 3 clusters Score: Raw -2771318.059643 + Penalty 1951.182178 = -2769366.877465 nChanged 1153 SP:Iteration 5Q (3630.876032 sec): 3 clusters Score: Raw -2771682.112500 + Penalty 1951.182178 = -2769730.930322 nChanged 1128 SP:Iteration 6Q (3630.961417 sec): 3 clusters Score: Raw -2772077.617420 + Penalty 1951.182178 = -2770126.435242 nChanged 1166 SP:Iteration 7Q (3631.037792 sec): 3 clusters Score: Raw -2772553.079225 + Penalty 1951.182178 = -2770601.897047 nChanged 1165 SP:Iteration 8Q (3631.125275 sec): 3 clusters Score: Raw -2773097.378599 + Penalty 1951.182178 = -2771146.196420 nChanged 1232 SP:Iteration 9Q (3631.213612 sec): 3 clusters Score: Raw -2773768.398820 + Penalty 1951.182178 = -2771817.216642 nChanged 1356 SP:Iteration 10Q (3631.307312 sec): 3 clusters Score: Raw -2774586.460620 + Penalty 1951.182178 = -2772635.278442 nChanged 1372 SP:Iteration 11Q (3631.395489 sec): 3 clusters Score: Raw -2775424.917802 + Penalty 1951.182178 = -2773473.735624 nChanged 1307 SP:Iteration 12Q (3631.480401 sec): 3 clusters Score: Raw -2776151.033479 + Penalty 1951.182178 = -2774199.851301 nChanged 1131 SP:Iteration 13Q (3631.551250 sec): 3 clusters Score: Raw -2776695.935784 + Penalty 1951.182178 = -2774744.753605 nChanged 927 SP:Iteration 14Q (3631.633730 sec): 3 clusters Score: Raw -2777104.070335 + Penalty 1951.182178 = -2775152.888156 nChanged 756 SP:Iteration 15Q (3631.720812 sec): 3 clusters Score: Raw -2777413.931006 + Penalty 1951.182178 = -2775462.748828 nChanged 651 SP:Iteration 16Q (3631.782205 sec): 3 clusters Score: Raw -2777666.427165 + Penalty 1951.182178 = -2775715.244986 nChanged 613 SP:Iteration 17Q (3631.847272 sec): 3 clusters Score: Raw -2777926.314963 + Penalty 1951.182178 = -2775975.132785 nChanged 613 SP:Iteration 18Q (3631.925091 sec): 3 clusters Score: Raw -2778211.981260 + Penalty 1951.182178 = -2776260.799082 nChanged 622 SP:Iteration 19Q (3631.997663 sec): 3 clusters Score: Raw -2778527.353011 + Penalty 1951.182178 = -2776576.170832 nChanged 586 SP:Iteration 20F (3632.082040 sec): 3 clusters Score: Raw -2778831.104663 + Penalty 1951.182178 = -2776879.922485 nChanged 510 SP:Iteration 21Q (3632.154012 sec): 3 clusters Score: Raw -2779118.222564 + Penalty 1951.182178 = -2777167.040386 nChanged 467 SP:Iteration 22Q (3632.233789 sec): 3 clusters Score: Raw -2779386.669689 + Penalty 1951.182178 = -2777435.487510 nChanged 426 SP:Iteration 23Q (3632.323005 sec): 3 clusters Score: Raw -2779621.442622 + Penalty 1951.182178 = -2777670.260444 nChanged 381 SP:Iteration 24Q (3632.403464 sec): 3 clusters Score: Raw -2779832.427912 + Penalty 1951.182178 = -2777881.245734 nChanged 384 SP:Iteration 25Q (3632.466510 sec): 3 clusters Score: Raw -2780075.989003 + Penalty 1951.182178 = -2778124.806825 nChanged 369 SP:Iteration 26Q (3632.540397 sec): 3 clusters Score: Raw -2780315.265563 + Penalty 1951.182178 = -2778364.083385 nChanged 306 SP:Iteration 27Q (3632.613483 sec): 3 clusters Score: Raw -2780506.850394 + Penalty 1951.182178 = -2778555.668216 nChanged 244 SP:Iteration 28Q (3632.682925 sec): 3 clusters Score: Raw -2780656.981921 + Penalty 1951.182178 = -2778705.799743 nChanged 204 SP:Iteration 29Q (3632.751593 sec): 3 clusters Score: Raw -2780786.478453 + Penalty 1951.182178 = -2778835.296275 nChanged 166 SP:Iteration 30Q (3632.828549 sec): 3 clusters Score: Raw -2780900.574120 + Penalty 1951.182178 = -2778949.391941 nChanged 110 SP:Iteration 31Q (3632.907428 sec): 3 clusters Score: Raw -2780976.212486 + Penalty 1951.182178 = -2779025.030308 nChanged 75 SP:Iteration 32Q (3632.984285 sec): 3 clusters Score: Raw -2781029.188056 + Penalty 1951.182178 = -2779078.005877 nChanged 51 SP:Iteration 33Q (3633.057958 sec): 3 clusters Score: Raw -2781067.963303 + Penalty 1951.182178 = -2779116.781125 nChanged 36 SP:Iteration 34Q (3633.136136 sec): 3 clusters Score: Raw -2781090.323078 + Penalty 1951.182178 = -2779139.140900 nChanged 25 SP:Iteration 35Q (3633.201809 sec): 3 clusters Score: Raw -2781105.894320 + Penalty 1951.182178 = -2779154.712142 nChanged 24 SP:Iteration 36Q (3633.272582 sec): 3 clusters Score: Raw -2781120.663613 + Penalty 1951.182178 = -2779169.481434 nChanged 15 SP:Iteration 37Q (3633.341503 sec): 3 clusters Score: Raw -2781130.335772 + Penalty 1951.182178 = -2779179.153594 nChanged 13 SP:Iteration 38Q (3633.407473 sec): 3 clusters Score: Raw -2781137.392619 + Penalty 1951.182178 = -2779186.210441 nChanged 7 SP:Iteration 39Q (3633.481014 sec): 3 clusters Score: Raw -2781141.315323 + Penalty 1951.182178 = -2779190.133145 nChanged 3 SP:Iteration 40F (3633.561247 sec): 3 clusters Score: Raw -2781142.928629 + Penalty 1951.182178 = -2779191.746450 nChanged 2 SP:Iteration 41Q (3633.624006 sec): 3 clusters Score: Raw -2781144.521042 + Penalty 1951.182178 = -2779193.338864 nChanged 2 SP:Iteration 42Q (3633.699287 sec): 3 clusters Score: Raw -2781146.152027 + Penalty 1951.182178 = -2779194.969848 nChanged 1 SP:Iteration 43Q (3633.778994 sec): 3 clusters Score: Raw -2781146.546909 + Penalty 1951.182178 = -2779195.364731 nChanged 0 SP:Iteration 44F (3633.854483 sec): 3 clusters Score: Raw -2781146.546909 + Penalty 1951.182178 = -2779195.364731 nChanged 0 Trying to split cluster 20 (21318 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3633.892969 sec): 2 clusters Score: Raw -1818714.943867 + Penalty 946.894171 = -1817768.049696 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3633.960069 sec): 3 clusters Score: Raw -1805499.717897 + Penalty 1893.788342 = -1803605.929555 nChanged 9875 SP:Iteration 1F (3634.041627 sec): 3 clusters Score: Raw -1811799.872112 + Penalty 1893.788342 = -1809906.083770 nChanged 1622 SP:Iteration 2F (3634.118930 sec): 3 clusters Score: Raw -1812895.507804 + Penalty 1893.788342 = -1811001.719461 nChanged 1729 SP:Iteration 3F (3634.188088 sec): 3 clusters Score: Raw -1814193.390587 + Penalty 1893.788342 = -1812299.602245 nChanged 1702 SP:Iteration 4F (3634.264020 sec): 3 clusters Score: Raw -1815540.273322 + Penalty 1893.788342 = -1813646.484980 nChanged 1381 SP:Iteration 5F (3634.324596 sec): 3 clusters Score: Raw -1816683.488295 + Penalty 1893.788342 = -1814789.699952 nChanged 1058 SP:Iteration 6Q (3634.400180 sec): 3 clusters Score: Raw -1817648.583896 + Penalty 1893.788342 = -1815754.795554 nChanged 702 SP:Iteration 7Q (3634.472739 sec): 3 clusters Score: Raw -1818344.565616 + Penalty 1893.788342 = -1816450.777274 nChanged 494 SP:Iteration 8Q (3634.545789 sec): 3 clusters Score: Raw -1818772.081680 + Penalty 1893.788342 = -1816878.293337 nChanged 343 SP:Iteration 9Q (3634.626217 sec): 3 clusters Score: Raw -1818955.264552 + Penalty 1893.788342 = -1817061.476210 nChanged 244 SP:Iteration 10Q (3634.690244 sec): 3 clusters Score: Raw -1819069.449525 + Penalty 1893.788342 = -1817175.661182 nChanged 206 SP:Iteration 11Q (3634.759841 sec): 3 clusters Score: Raw -1819145.771267 + Penalty 1893.788342 = -1817251.982925 nChanged 157 SP:Iteration 12Q (3634.828404 sec): 3 clusters Score: Raw -1819193.200865 + Penalty 1893.788342 = -1817299.412522 nChanged 125 SP:Iteration 13Q (3634.891043 sec): 3 clusters Score: Raw -1819223.974703 + Penalty 1893.788342 = -1817330.186361 nChanged 99 SP:Iteration 14Q (3634.971142 sec): 3 clusters Score: Raw -1819244.881940 + Penalty 1893.788342 = -1817351.093597 nChanged 85 SP:Iteration 15Q (3635.029103 sec): 3 clusters Score: Raw -1819261.638042 + Penalty 1893.788342 = -1817367.849700 nChanged 80 SP:Iteration 16Q (3635.107453 sec): 3 clusters Score: Raw -1819276.111933 + Penalty 1893.788342 = -1817382.323590 nChanged 59 SP:Iteration 17Q (3635.162906 sec): 3 clusters Score: Raw -1819284.335900 + Penalty 1893.788342 = -1817390.547557 nChanged 47 SP:Iteration 18Q (3635.231474 sec): 3 clusters Score: Raw -1819290.443296 + Penalty 1893.788342 = -1817396.654954 nChanged 42 SP:Iteration 19Q (3635.295011 sec): 3 clusters Score: Raw -1819295.311000 + Penalty 1893.788342 = -1817401.522657 nChanged 28 SP:Iteration 20F (3635.358546 sec): 3 clusters Score: Raw -1819298.312904 + Penalty 1893.788342 = -1817404.524562 nChanged 32 SP:Iteration 21Q (3635.424040 sec): 3 clusters Score: Raw -1819302.192663 + Penalty 1893.788342 = -1817408.404321 nChanged 27 SP:Iteration 22Q (3635.482121 sec): 3 clusters Score: Raw -1819305.394252 + Penalty 1893.788342 = -1817411.605910 nChanged 32 SP:Iteration 23Q (3635.545725 sec): 3 clusters Score: Raw -1819309.047489 + Penalty 1893.788342 = -1817415.259147 nChanged 21 SP:Iteration 24Q (3635.611634 sec): 3 clusters Score: Raw -1819311.352366 + Penalty 1893.788342 = -1817417.564024 nChanged 21 SP:Iteration 25Q (3635.671040 sec): 3 clusters Score: Raw -1819313.451651 + Penalty 1893.788342 = -1817419.663308 nChanged 16 SP:Iteration 26Q (3635.744817 sec): 3 clusters Score: Raw -1819315.080155 + Penalty 1893.788342 = -1817421.291813 nChanged 19 SP:Iteration 27Q (3635.815220 sec): 3 clusters Score: Raw -1819317.240159 + Penalty 1893.788342 = -1817423.451817 nChanged 16 SP:Iteration 28Q (3635.880376 sec): 3 clusters Score: Raw -1819318.387226 + Penalty 1893.788342 = -1817424.598884 nChanged 13 SP:Iteration 29Q (3635.960895 sec): 3 clusters Score: Raw -1819319.735865 + Penalty 1893.788342 = -1817425.947522 nChanged 14 SP:Iteration 30Q (3636.025768 sec): 3 clusters Score: Raw -1819321.053453 + Penalty 1893.788342 = -1817427.265110 nChanged 10 SP:Iteration 31Q (3636.093695 sec): 3 clusters Score: Raw -1819322.012322 + Penalty 1893.788342 = -1817428.223980 nChanged 7 SP:Iteration 32Q (3636.170393 sec): 3 clusters Score: Raw -1819322.563661 + Penalty 1893.788342 = -1817428.775318 nChanged 7 SP:Iteration 33Q (3636.235513 sec): 3 clusters Score: Raw -1819322.946145 + Penalty 1893.788342 = -1817429.157803 nChanged 7 SP:Iteration 34Q (3636.309288 sec): 3 clusters Score: Raw -1819323.446769 + Penalty 1893.788342 = -1817429.658426 nChanged 8 SP:Iteration 35Q (3636.381031 sec): 3 clusters Score: Raw -1819323.897296 + Penalty 1893.788342 = -1817430.108953 nChanged 4 SP:Iteration 36Q (3636.453576 sec): 3 clusters Score: Raw -1819324.193541 + Penalty 1893.788342 = -1817430.405199 nChanged 4 SP:Iteration 37Q (3636.523576 sec): 3 clusters Score: Raw -1819324.552093 + Penalty 1893.788342 = -1817430.763751 nChanged 5 SP:Iteration 38Q (3636.587387 sec): 3 clusters Score: Raw -1819325.077715 + Penalty 1893.788342 = -1817431.289373 nChanged 4 SP:Iteration 39Q (3636.668686 sec): 3 clusters Score: Raw -1819325.628920 + Penalty 1893.788342 = -1817431.840578 nChanged 6 SP:Iteration 40F (3636.744214 sec): 3 clusters Score: Raw -1819326.213292 + Penalty 1893.788342 = -1817432.424950 nChanged 6 SP:Iteration 41Q (3636.816870 sec): 3 clusters Score: Raw -1819326.572503 + Penalty 1893.788342 = -1817432.784160 nChanged 5 SP:Iteration 42Q (3636.883000 sec): 3 clusters Score: Raw -1819326.904528 + Penalty 1893.788342 = -1817433.116186 nChanged 3 SP:Iteration 43Q (3636.943724 sec): 3 clusters Score: Raw -1819327.129749 + Penalty 1893.788342 = -1817433.341407 nChanged 3 SP:Iteration 44Q (3637.013649 sec): 3 clusters Score: Raw -1819327.290847 + Penalty 1893.788342 = -1817433.502505 nChanged 5 SP:Iteration 45Q (3637.091023 sec): 3 clusters Score: Raw -1819327.526655 + Penalty 1893.788342 = -1817433.738313 nChanged 3 SP:Iteration 46Q (3637.152784 sec): 3 clusters Score: Raw -1819327.845547 + Penalty 1893.788342 = -1817434.057205 nChanged 2 SP:Iteration 47Q (3637.219749 sec): 3 clusters Score: Raw -1819327.931975 + Penalty 1893.788342 = -1817434.143632 nChanged 1 SP:Iteration 48Q (3637.280041 sec): 3 clusters Score: Raw -1819327.982543 + Penalty 1893.788342 = -1817434.194201 nChanged 1 SP:Iteration 49Q (3637.314883 sec): 3 clusters Score: Raw -1819328.020288 + Penalty 1893.788342 = -1817434.231946 nChanged 0 SP:Iteration 50F (3637.354105 sec): 3 clusters Score: Raw -1819328.020288 + Penalty 1893.788342 = -1817434.231946 nChanged 0 Trying to split cluster 21 (30961 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3637.420157 sec): 2 clusters Score: Raw -2981311.480731 + Penalty 982.345945 = -2980329.134787 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3637.502838 sec): 3 clusters Score: Raw -2961692.498886 + Penalty 1964.691889 = -2959727.806997 nChanged 14437 SP:Iteration 1F (3637.587412 sec): 3 clusters Score: Raw -2969808.866399 + Penalty 1964.691889 = -2967844.174509 nChanged 1226 SP:Iteration 2Q (3637.677344 sec): 3 clusters Score: Raw -2970150.006111 + Penalty 1964.691889 = -2968185.314222 nChanged 1223 SP:Iteration 3Q (3637.779891 sec): 3 clusters Score: Raw -2970525.832354 + Penalty 1964.691889 = -2968561.140465 nChanged 1306 SP:Iteration 4Q (3637.868817 sec): 3 clusters Score: Raw -2970971.015005 + Penalty 1964.691889 = -2969006.323116 nChanged 1454 SP:Iteration 5Q (3637.958192 sec): 3 clusters Score: Raw -2971560.199401 + Penalty 1964.691889 = -2969595.507512 nChanged 1637 SP:Iteration 6F (3638.047234 sec): 3 clusters Score: Raw -2972331.266329 + Penalty 1964.691889 = -2970366.574440 nChanged 1786 SP:Iteration 7F (3638.125488 sec): 3 clusters Score: Raw -2973240.763750 + Penalty 1964.691889 = -2971276.071861 nChanged 1774 SP:Iteration 8F (3638.214569 sec): 3 clusters Score: Raw -2974158.596971 + Penalty 1964.691889 = -2972193.905082 nChanged 1619 SP:Iteration 9F (3638.297423 sec): 3 clusters Score: Raw -2975049.977437 + Penalty 1964.691889 = -2973085.285548 nChanged 1471 SP:Iteration 10Q (3638.389110 sec): 3 clusters Score: Raw -2975936.782442 + Penalty 1964.691889 = -2973972.090553 nChanged 1293 SP:Iteration 11Q (3638.465564 sec): 3 clusters Score: Raw -2976832.189747 + Penalty 1964.691889 = -2974867.497858 nChanged 1136 SP:Iteration 12Q (3638.519933 sec): 3 clusters Score: Raw -2977854.409387 + Penalty 1964.691889 = -2975889.717498 nChanged 1014 SP:Iteration 13Q (3638.615246 sec): 3 clusters Score: Raw -2978871.760730 + Penalty 1964.691889 = -2976907.068840 nChanged 767 SP:Iteration 14Q (3638.704348 sec): 3 clusters Score: Raw -2979468.266350 + Penalty 1964.691889 = -2977503.574461 nChanged 574 SP:Iteration 15Q (3638.790975 sec): 3 clusters Score: Raw -2979806.602388 + Penalty 1964.691889 = -2977841.910499 nChanged 467 SP:Iteration 16Q (3638.876383 sec): 3 clusters Score: Raw -2980046.039816 + Penalty 1964.691889 = -2978081.347927 nChanged 418 SP:Iteration 17Q (3638.960855 sec): 3 clusters Score: Raw -2980237.432551 + Penalty 1964.691889 = -2978272.740662 nChanged 364 SP:Iteration 18Q (3639.036507 sec): 3 clusters Score: Raw -2980399.560244 + Penalty 1964.691889 = -2978434.868355 nChanged 345 SP:Iteration 19Q (3639.112343 sec): 3 clusters Score: Raw -2980546.927842 + Penalty 1964.691889 = -2978582.235953 nChanged 295 SP:Iteration 20F (3639.204248 sec): 3 clusters Score: Raw -2980684.354657 + Penalty 1964.691889 = -2978719.662768 nChanged 282 SP:Iteration 21Q (3639.287006 sec): 3 clusters Score: Raw -2980816.967930 + Penalty 1964.691889 = -2978852.276041 nChanged 254 SP:Iteration 22Q (3639.354394 sec): 3 clusters Score: Raw -2980922.825999 + Penalty 1964.691889 = -2978958.134110 nChanged 199 SP:Iteration 23Q (3639.425489 sec): 3 clusters Score: Raw -2981007.442428 + Penalty 1964.691889 = -2979042.750539 nChanged 172 SP:Iteration 24Q (3639.510167 sec): 3 clusters Score: Raw -2981077.621466 + Penalty 1964.691889 = -2979112.929577 nChanged 171 SP:Iteration 25Q (3639.588600 sec): 3 clusters Score: Raw -2981154.115828 + Penalty 1964.691889 = -2979189.423939 nChanged 153 SP:Iteration 26Q (3639.670773 sec): 3 clusters Score: Raw -2981220.860949 + Penalty 1964.691889 = -2979256.169060 nChanged 109 SP:Iteration 27Q (3639.752420 sec): 3 clusters Score: Raw -2981260.225105 + Penalty 1964.691889 = -2979295.533216 nChanged 94 SP:Iteration 28Q (3639.833579 sec): 3 clusters Score: Raw -2981293.741191 + Penalty 1964.691889 = -2979329.049302 nChanged 79 SP:Iteration 29Q (3639.898211 sec): 3 clusters Score: Raw -2981321.473637 + Penalty 1964.691889 = -2979356.781748 nChanged 69 SP:Iteration 30Q (3639.989502 sec): 3 clusters Score: Raw -2981345.995559 + Penalty 1964.691889 = -2979381.303670 nChanged 60 SP:Iteration 31Q (3640.069746 sec): 3 clusters Score: Raw -2981368.549197 + Penalty 1964.691889 = -2979403.857308 nChanged 64 SP:Iteration 32Q (3640.150721 sec): 3 clusters Score: Raw -2981391.379402 + Penalty 1964.691889 = -2979426.687512 nChanged 52 SP:Iteration 33Q (3640.215372 sec): 3 clusters Score: Raw -2981407.619104 + Penalty 1964.691889 = -2979442.927215 nChanged 46 SP:Iteration 34Q (3640.296770 sec): 3 clusters Score: Raw -2981423.943465 + Penalty 1964.691889 = -2979459.251576 nChanged 41 SP:Iteration 35Q (3640.368044 sec): 3 clusters Score: Raw -2981440.725603 + Penalty 1964.691889 = -2979476.033714 nChanged 22 SP:Iteration 36Q (3640.439213 sec): 3 clusters Score: Raw -2981449.487935 + Penalty 1964.691889 = -2979484.796046 nChanged 24 SP:Iteration 37Q (3640.525314 sec): 3 clusters Score: Raw -2981456.692612 + Penalty 1964.691889 = -2979492.000723 nChanged 16 SP:Iteration 38Q (3640.591161 sec): 3 clusters Score: Raw -2981460.248645 + Penalty 1964.691889 = -2979495.556756 nChanged 8 SP:Iteration 39Q (3640.681659 sec): 3 clusters Score: Raw -2981461.792384 + Penalty 1964.691889 = -2979497.100495 nChanged 3 SP:Iteration 40F (3640.769349 sec): 3 clusters Score: Raw -2981462.348599 + Penalty 1964.691889 = -2979497.656710 nChanged 1 SP:Iteration 41Q (3640.846779 sec): 3 clusters Score: Raw -2981462.481122 + Penalty 1964.691889 = -2979497.789233 nChanged 1 SP:Iteration 42Q (3640.922206 sec): 3 clusters Score: Raw -2981462.545873 + Penalty 1964.691889 = -2979497.853984 nChanged 0 SP:Iteration 43F (3641.007372 sec): 3 clusters Score: Raw -2981462.545873 + Penalty 1964.691889 = -2979497.853984 nChanged 0 Trying to split cluster 22 (134381 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3641.180584 sec): 2 clusters Score: Raw -12878063.168587 + Penalty 1121.801261 = -12876941.367326 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3641.407108 sec): 3 clusters Score: Raw -12788461.131800 + Penalty 2243.602522 = -12786217.529278 nChanged 65455 SP:Iteration 1F (3641.617449 sec): 3 clusters Score: Raw -12830130.491295 + Penalty 2243.602522 = -12827886.888772 nChanged 7059 SP:Iteration 2F (3641.833702 sec): 3 clusters Score: Raw -12833329.326671 + Penalty 2243.602522 = -12831085.724149 nChanged 8162 SP:Iteration 3F (3642.048804 sec): 3 clusters Score: Raw -12837806.712448 + Penalty 2243.602522 = -12835563.109926 nChanged 9047 SP:Iteration 4F (3642.264652 sec): 3 clusters Score: Raw -12843482.650735 + Penalty 2243.602522 = -12841239.048213 nChanged 9166 SP:Iteration 5F (3642.477372 sec): 3 clusters Score: Raw -12849982.119899 + Penalty 2243.602522 = -12847738.517377 nChanged 8299 SP:Iteration 6F (3642.670438 sec): 3 clusters Score: Raw -12856149.123847 + Penalty 2243.602522 = -12853905.521324 nChanged 6592 SP:Iteration 7Q (3642.896520 sec): 3 clusters Score: Raw -12860895.790285 + Penalty 2243.602522 = -12858652.187762 nChanged 4934 SP:Iteration 8Q (3643.111829 sec): 3 clusters Score: Raw -12863973.124098 + Penalty 2243.602522 = -12861729.521576 nChanged 3442 SP:Iteration 9Q (3643.318715 sec): 3 clusters Score: Raw -12865771.025962 + Penalty 2243.602522 = -12863527.423439 nChanged 2695 SP:Iteration 10Q (3643.523509 sec): 3 clusters Score: Raw -12867058.828299 + Penalty 2243.602522 = -12864815.225776 nChanged 2508 SP:Iteration 11Q (3643.733164 sec): 3 clusters Score: Raw -12868217.744591 + Penalty 2243.602522 = -12865974.142069 nChanged 2392 SP:Iteration 12Q (3643.938630 sec): 3 clusters Score: Raw -12869345.768583 + Penalty 2243.602522 = -12867102.166061 nChanged 2275 SP:Iteration 13Q (3644.147525 sec): 3 clusters Score: Raw -12870472.812178 + Penalty 2243.602522 = -12868229.209656 nChanged 2187 SP:Iteration 14Q (3644.350829 sec): 3 clusters Score: Raw -12871612.606972 + Penalty 2243.602522 = -12869369.004449 nChanged 2023 SP:Iteration 15Q (3644.553739 sec): 3 clusters Score: Raw -12872716.011487 + Penalty 2243.602522 = -12870472.408965 nChanged 1822 SP:Iteration 16Q (3644.740803 sec): 3 clusters Score: Raw -12873709.250064 + Penalty 2243.602522 = -12871465.647541 nChanged 1570 SP:Iteration 17Q (3644.933035 sec): 3 clusters Score: Raw -12874559.790929 + Penalty 2243.602522 = -12872316.188407 nChanged 1366 SP:Iteration 18Q (3645.125695 sec): 3 clusters Score: Raw -12875277.526416 + Penalty 2243.602522 = -12873033.923893 nChanged 1147 SP:Iteration 19Q (3645.317827 sec): 3 clusters Score: Raw -12875873.693660 + Penalty 2243.602522 = -12873630.091137 nChanged 990 SP:Iteration 20F (3645.526763 sec): 3 clusters Score: Raw -12876390.954330 + Penalty 2243.602522 = -12874147.351808 nChanged 848 SP:Iteration 21Q (3645.704524 sec): 3 clusters Score: Raw -12876840.256590 + Penalty 2243.602522 = -12874596.654068 nChanged 695 SP:Iteration 22Q (3645.891387 sec): 3 clusters Score: Raw -12877218.018932 + Penalty 2243.602522 = -12874974.416410 nChanged 527 SP:Iteration 23Q (3646.080910 sec): 3 clusters Score: Raw -12877509.054866 + Penalty 2243.602522 = -12875265.452343 nChanged 373 SP:Iteration 24Q (3646.263253 sec): 3 clusters Score: Raw -12877708.389894 + Penalty 2243.602522 = -12875464.787371 nChanged 286 SP:Iteration 25Q (3646.450903 sec): 3 clusters Score: Raw -12877848.999450 + Penalty 2243.602522 = -12875605.396927 nChanged 218 SP:Iteration 26Q (3646.628669 sec): 3 clusters Score: Raw -12877954.093287 + Penalty 2243.602522 = -12875710.490764 nChanged 162 SP:Iteration 27Q (3646.816731 sec): 3 clusters Score: Raw -12878037.798814 + Penalty 2243.602522 = -12875794.196292 nChanged 99 SP:Iteration 28Q (3646.991651 sec): 3 clusters Score: Raw -12878086.741418 + Penalty 2243.602522 = -12875843.138895 nChanged 63 SP:Iteration 29Q (3647.177446 sec): 3 clusters Score: Raw -12878116.105121 + Penalty 2243.602522 = -12875872.502598 nChanged 44 SP:Iteration 30Q (3647.367609 sec): 3 clusters Score: Raw -12878136.238151 + Penalty 2243.602522 = -12875892.635629 nChanged 39 SP:Iteration 31Q (3647.543468 sec): 3 clusters Score: Raw -12878152.924228 + Penalty 2243.602522 = -12875909.321705 nChanged 34 SP:Iteration 32Q (3647.711857 sec): 3 clusters Score: Raw -12878167.413434 + Penalty 2243.602522 = -12875923.810911 nChanged 24 SP:Iteration 33Q (3647.886887 sec): 3 clusters Score: Raw -12878177.013366 + Penalty 2243.602522 = -12875933.410843 nChanged 19 SP:Iteration 34Q (3648.060984 sec): 3 clusters Score: Raw -12878185.586491 + Penalty 2243.602522 = -12875941.983968 nChanged 17 SP:Iteration 35Q (3648.235386 sec): 3 clusters Score: Raw -12878191.918596 + Penalty 2243.602522 = -12875948.316074 nChanged 14 SP:Iteration 36Q (3648.408007 sec): 3 clusters Score: Raw -12878195.856489 + Penalty 2243.602522 = -12875952.253966 nChanged 11 SP:Iteration 37Q (3648.601582 sec): 3 clusters Score: Raw -12878201.603482 + Penalty 2243.602522 = -12875958.000960 nChanged 13 SP:Iteration 38Q (3648.770212 sec): 3 clusters Score: Raw -12878206.065369 + Penalty 2243.602522 = -12875962.462847 nChanged 14 SP:Iteration 39Q (3648.947207 sec): 3 clusters Score: Raw -12878212.595392 + Penalty 2243.602522 = -12875968.992869 nChanged 14 SP:Iteration 40F (3649.151562 sec): 3 clusters Score: Raw -12878217.663748 + Penalty 2243.602522 = -12875974.061226 nChanged 9 SP:Iteration 41Q (3649.337730 sec): 3 clusters Score: Raw -12878226.237926 + Penalty 2243.602522 = -12875982.635404 nChanged 13 SP:Iteration 42Q (3649.519860 sec): 3 clusters Score: Raw -12878235.824363 + Penalty 2243.602522 = -12875992.221840 nChanged 17 SP:Iteration 43Q (3649.702469 sec): 3 clusters Score: Raw -12878243.375340 + Penalty 2243.602522 = -12875999.772818 nChanged 7 SP:Iteration 44Q (3649.880669 sec): 3 clusters Score: Raw -12878245.828723 + Penalty 2243.602522 = -12876002.226201 nChanged 5 SP:Iteration 45Q (3650.064364 sec): 3 clusters Score: Raw -12878247.602584 + Penalty 2243.602522 = -12876004.000062 nChanged 7 SP:Iteration 46Q (3650.248556 sec): 3 clusters Score: Raw -12878249.558614 + Penalty 2243.602522 = -12876005.956092 nChanged 4 SP:Iteration 47Q (3650.432046 sec): 3 clusters Score: Raw -12878250.746618 + Penalty 2243.602522 = -12876007.144096 nChanged 5 SP:Iteration 48Q (3650.620102 sec): 3 clusters Score: Raw -12878252.460765 + Penalty 2243.602522 = -12876008.858242 nChanged 5 SP:Iteration 49Q (3650.803672 sec): 3 clusters Score: Raw -12878253.822839 + Penalty 2243.602522 = -12876010.220317 nChanged 4 SP:Iteration 50Q (3650.985852 sec): 3 clusters Score: Raw -12878255.129358 + Penalty 2243.602522 = -12876011.526836 nChanged 7 SP:Iteration 51Q (3651.171304 sec): 3 clusters Score: Raw -12878258.556958 + Penalty 2243.602522 = -12876014.954435 nChanged 5 SP:Iteration 52Q (3651.351906 sec): 3 clusters Score: Raw -12878261.167040 + Penalty 2243.602522 = -12876017.564517 nChanged 6 SP:Iteration 53Q (3651.535843 sec): 3 clusters Score: Raw -12878263.606430 + Penalty 2243.602522 = -12876020.003908 nChanged 4 SP:Iteration 54Q (3651.733912 sec): 3 clusters Score: Raw -12878265.499800 + Penalty 2243.602522 = -12876021.897278 nChanged 2 SP:Iteration 55Q (3651.895121 sec): 3 clusters Score: Raw -12878266.969369 + Penalty 2243.602522 = -12876023.366847 nChanged 2 SP:Iteration 56Q (3652.075633 sec): 3 clusters Score: Raw -12878267.307143 + Penalty 2243.602522 = -12876023.704621 nChanged 1 SP:Iteration 57Q (3652.235871 sec): 3 clusters Score: Raw -12878267.478310 + Penalty 2243.602522 = -12876023.875787 nChanged 0 SP:Iteration 58F (3652.458131 sec): 3 clusters Score: Raw -12878267.478310 + Penalty 2243.602522 = -12876023.875787 nChanged 0 Trying to split cluster 23 (181 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3652.482079 sec): 2 clusters Score: Raw -12700.538150 + Penalty 493.857218 = -12206.680932 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3652.531070 sec): 3 clusters Score: Raw -12801.048131 + Penalty 987.714436 = -11813.333695 nChanged 47 SP:Iteration 1F (3652.580016 sec): 3 clusters Score: Raw -12887.923649 + Penalty 987.714436 = -11900.209213 nChanged 13 SP:Iteration 2F (3652.628981 sec): 3 clusters Score: Raw -12920.340123 + Penalty 987.714436 = -11932.625687 nChanged 14 SP:Iteration 3F (3652.677928 sec): 3 clusters Score: Raw -12982.920494 + Penalty 987.714436 = -11995.206059 nChanged 9 SP:Iteration 4Q (3652.727345 sec): 3 clusters Score: Raw -13034.207187 + Penalty 987.714436 = -12046.492751 nChanged 4 SP:Iteration 5Q (3652.776892 sec): 3 clusters Score: Raw -13042.423769 + Penalty 987.714436 = -12054.709333 nChanged 1 SP:Iteration 6Q (3652.826461 sec): 3 clusters Score: Raw -13047.679111 + Penalty 987.714436 = -12059.964675 nChanged 1 SP:Iteration 7Q (3652.876049 sec): 3 clusters Score: Raw -13049.296625 + Penalty 987.714436 = -12061.582189 nChanged 1 SP:Iteration 8Q (3652.925140 sec): 3 clusters Score: Raw -13051.577528 + Penalty 987.714436 = -12063.863092 nChanged 0 SP:Iteration 9F (3652.974114 sec): 3 clusters Score: Raw -13051.577528 + Penalty 987.714436 = -12063.863092 nChanged 0 Trying to split cluster 24 (4551 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3653.005815 sec): 2 clusters Score: Raw -393162.405369 + Penalty 800.194715 = -392362.210654 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3653.061486 sec): 3 clusters Score: Raw -390587.815367 + Penalty 1600.389431 = -388987.425936 nChanged 1925 SP:Iteration 1F (3653.116417 sec): 3 clusters Score: Raw -391778.123250 + Penalty 1600.389431 = -390177.733819 nChanged 307 SP:Iteration 2F (3653.164880 sec): 3 clusters Score: Raw -391965.593447 + Penalty 1600.389431 = -390365.204017 nChanged 275 SP:Iteration 3F (3653.218897 sec): 3 clusters Score: Raw -392177.469609 + Penalty 1600.389431 = -390577.080178 nChanged 260 SP:Iteration 4F (3653.271447 sec): 3 clusters Score: Raw -392363.828501 + Penalty 1600.389431 = -390763.439070 nChanged 227 SP:Iteration 5Q (3653.324232 sec): 3 clusters Score: Raw -392549.971219 + Penalty 1600.389431 = -390949.581788 nChanged 210 SP:Iteration 6Q (3653.376895 sec): 3 clusters Score: Raw -392711.575650 + Penalty 1600.389431 = -391111.186219 nChanged 188 SP:Iteration 7Q (3653.429632 sec): 3 clusters Score: Raw -392835.161106 + Penalty 1600.389431 = -391234.771675 nChanged 175 SP:Iteration 8Q (3653.472140 sec): 3 clusters Score: Raw -392939.198595 + Penalty 1600.389431 = -391338.809164 nChanged 136 SP:Iteration 9Q (3653.524858 sec): 3 clusters Score: Raw -393012.275100 + Penalty 1600.389431 = -391411.885669 nChanged 119 SP:Iteration 10Q (3653.570029 sec): 3 clusters Score: Raw -393064.748537 + Penalty 1600.389431 = -391464.359107 nChanged 92 SP:Iteration 11Q (3653.622660 sec): 3 clusters Score: Raw -393098.717310 + Penalty 1600.389431 = -391498.327879 nChanged 74 SP:Iteration 12Q (3653.666054 sec): 3 clusters Score: Raw -393125.192688 + Penalty 1600.389431 = -391524.803257 nChanged 65 SP:Iteration 13Q (3653.718486 sec): 3 clusters Score: Raw -393149.476685 + Penalty 1600.389431 = -391549.087254 nChanged 52 SP:Iteration 14Q (3653.770519 sec): 3 clusters Score: Raw -393169.412677 + Penalty 1600.389431 = -391569.023246 nChanged 62 SP:Iteration 15Q (3653.821401 sec): 3 clusters Score: Raw -393192.843902 + Penalty 1600.389431 = -391592.454471 nChanged 54 SP:Iteration 16Q (3653.873880 sec): 3 clusters Score: Raw -393211.080838 + Penalty 1600.389431 = -391610.691407 nChanged 51 SP:Iteration 17Q (3653.917471 sec): 3 clusters Score: Raw -393224.290028 + Penalty 1600.389431 = -391623.900597 nChanged 40 SP:Iteration 18Q (3653.970019 sec): 3 clusters Score: Raw -393233.092705 + Penalty 1600.389431 = -391632.703274 nChanged 30 SP:Iteration 19Q (3654.022593 sec): 3 clusters Score: Raw -393239.236697 + Penalty 1600.389431 = -391638.847266 nChanged 25 SP:Iteration 20F (3654.073165 sec): 3 clusters Score: Raw -393243.997261 + Penalty 1600.389431 = -391643.607830 nChanged 18 SP:Iteration 21Q (3654.125712 sec): 3 clusters Score: Raw -393247.746180 + Penalty 1600.389431 = -391647.356749 nChanged 23 SP:Iteration 22Q (3654.168522 sec): 3 clusters Score: Raw -393251.483700 + Penalty 1600.389431 = -391651.094269 nChanged 14 SP:Iteration 23Q (3654.221040 sec): 3 clusters Score: Raw -393253.732256 + Penalty 1600.389431 = -391653.342826 nChanged 8 SP:Iteration 24Q (3654.273148 sec): 3 clusters Score: Raw -393254.943544 + Penalty 1600.389431 = -391654.554113 nChanged 8 SP:Iteration 25Q (3654.309867 sec): 3 clusters Score: Raw -393256.234264 + Penalty 1600.389431 = -391655.844833 nChanged 6 SP:Iteration 26Q (3654.362276 sec): 3 clusters Score: Raw -393256.976111 + Penalty 1600.389431 = -391656.586680 nChanged 3 SP:Iteration 27Q (3654.415047 sec): 3 clusters Score: Raw -393257.453194 + Penalty 1600.389431 = -391657.063763 nChanged 5 SP:Iteration 28Q (3654.467242 sec): 3 clusters Score: Raw -393258.077414 + Penalty 1600.389431 = -391657.687983 nChanged 2 SP:Iteration 29Q (3654.517418 sec): 3 clusters Score: Raw -393258.285517 + Penalty 1600.389431 = -391657.896086 nChanged 2 SP:Iteration 30Q (3654.569671 sec): 3 clusters Score: Raw -393258.379988 + Penalty 1600.389431 = -391657.990557 nChanged 1 SP:Iteration 31Q (3654.618171 sec): 3 clusters Score: Raw -393258.420541 + Penalty 1600.389431 = -391658.031110 nChanged 0 SP:Iteration 32F (3654.664541 sec): 3 clusters Score: Raw -393258.420541 + Penalty 1600.389431 = -391658.031110 nChanged 0 Trying to split cluster 25 (13781 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3654.704568 sec): 2 clusters Score: Raw -1320353.534782 + Penalty 905.449381 = -1319448.085401 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3654.772682 sec): 3 clusters Score: Raw -1311907.085214 + Penalty 1810.898761 = -1310096.186453 nChanged 6363 SP:Iteration 1F (3654.838867 sec): 3 clusters Score: Raw -1315605.021086 + Penalty 1810.898761 = -1313794.122325 nChanged 735 SP:Iteration 2F (3654.905227 sec): 3 clusters Score: Raw -1315879.503334 + Penalty 1810.898761 = -1314068.604573 nChanged 636 SP:Iteration 3Q (3654.963593 sec): 3 clusters Score: Raw -1316098.616024 + Penalty 1810.898761 = -1314287.717263 nChanged 561 SP:Iteration 4Q (3655.030044 sec): 3 clusters Score: Raw -1316276.005813 + Penalty 1810.898761 = -1314465.107052 nChanged 508 SP:Iteration 5Q (3655.084846 sec): 3 clusters Score: Raw -1316465.447556 + Penalty 1810.898761 = -1314654.548795 nChanged 530 SP:Iteration 6Q (3655.151749 sec): 3 clusters Score: Raw -1316700.505995 + Penalty 1810.898761 = -1314889.607234 nChanged 568 SP:Iteration 7Q (3655.217916 sec): 3 clusters Score: Raw -1316992.907159 + Penalty 1810.898761 = -1315182.008398 nChanged 624 SP:Iteration 8Q (3655.284730 sec): 3 clusters Score: Raw -1317339.833358 + Penalty 1810.898761 = -1315528.934597 nChanged 615 SP:Iteration 9Q (3655.352812 sec): 3 clusters Score: Raw -1317688.518414 + Penalty 1810.898761 = -1315877.619653 nChanged 575 SP:Iteration 10Q (3655.416593 sec): 3 clusters Score: Raw -1317988.028007 + Penalty 1810.898761 = -1316177.129246 nChanged 457 SP:Iteration 11Q (3655.481394 sec): 3 clusters Score: Raw -1318156.168204 + Penalty 1810.898761 = -1316345.269443 nChanged 299 SP:Iteration 12Q (3655.543064 sec): 3 clusters Score: Raw -1318230.973653 + Penalty 1810.898761 = -1316420.074892 nChanged 200 SP:Iteration 13Q (3655.609728 sec): 3 clusters Score: Raw -1318272.089772 + Penalty 1810.898761 = -1316461.191011 nChanged 156 SP:Iteration 14Q (3655.673639 sec): 3 clusters Score: Raw -1318304.955427 + Penalty 1810.898761 = -1316494.056666 nChanged 132 SP:Iteration 15Q (3655.745156 sec): 3 clusters Score: Raw -1318333.062771 + Penalty 1810.898761 = -1316522.164010 nChanged 137 SP:Iteration 16Q (3655.807310 sec): 3 clusters Score: Raw -1318361.208618 + Penalty 1810.898761 = -1316550.309857 nChanged 135 SP:Iteration 17Q (3655.858968 sec): 3 clusters Score: Raw -1318390.067812 + Penalty 1810.898761 = -1316579.169051 nChanged 132 SP:Iteration 18Q (3655.929292 sec): 3 clusters Score: Raw -1318420.247458 + Penalty 1810.898761 = -1316609.348697 nChanged 153 SP:Iteration 19Q (3655.982564 sec): 3 clusters Score: Raw -1318460.481040 + Penalty 1810.898761 = -1316649.582279 nChanged 163 SP:Iteration 20F (3656.049053 sec): 3 clusters Score: Raw -1318504.421502 + Penalty 1810.898761 = -1316693.522741 nChanged 171 SP:Iteration 21Q (3656.116135 sec): 3 clusters Score: Raw -1318555.981859 + Penalty 1810.898761 = -1316745.083098 nChanged 167 SP:Iteration 22Q (3656.172962 sec): 3 clusters Score: Raw -1318606.781249 + Penalty 1810.898761 = -1316795.882488 nChanged 185 SP:Iteration 23Q (3656.248419 sec): 3 clusters Score: Raw -1318665.038059 + Penalty 1810.898761 = -1316854.139298 nChanged 198 SP:Iteration 24Q (3656.314640 sec): 3 clusters Score: Raw -1318726.828953 + Penalty 1810.898761 = -1316915.930192 nChanged 200 SP:Iteration 25Q (3656.380157 sec): 3 clusters Score: Raw -1318791.455110 + Penalty 1810.898761 = -1316980.556349 nChanged 208 SP:Iteration 26Q (3656.436533 sec): 3 clusters Score: Raw -1318856.668969 + Penalty 1810.898761 = -1317045.770208 nChanged 201 SP:Iteration 27Q (3656.512323 sec): 3 clusters Score: Raw -1318921.885135 + Penalty 1810.898761 = -1317110.986374 nChanged 227 SP:Iteration 28Q (3656.568952 sec): 3 clusters Score: Raw -1319013.666294 + Penalty 1810.898761 = -1317202.767533 nChanged 258 SP:Iteration 29Q (3656.643611 sec): 3 clusters Score: Raw -1319116.205421 + Penalty 1810.898761 = -1317305.306660 nChanged 236 SP:Iteration 30Q (3656.707433 sec): 3 clusters Score: Raw -1319207.329279 + Penalty 1810.898761 = -1317396.430518 nChanged 222 SP:Iteration 31Q (3656.773308 sec): 3 clusters Score: Raw -1319287.761946 + Penalty 1810.898761 = -1317476.863185 nChanged 203 SP:Iteration 32Q (3656.835073 sec): 3 clusters Score: Raw -1319362.388017 + Penalty 1810.898761 = -1317551.489256 nChanged 221 SP:Iteration 33Q (3656.900545 sec): 3 clusters Score: Raw -1319443.254317 + Penalty 1810.898761 = -1317632.355555 nChanged 195 SP:Iteration 34Q (3656.953354 sec): 3 clusters Score: Raw -1319509.116435 + Penalty 1810.898761 = -1317698.217674 nChanged 187 SP:Iteration 35Q (3657.021995 sec): 3 clusters Score: Raw -1319568.927226 + Penalty 1810.898761 = -1317758.028465 nChanged 157 SP:Iteration 36Q (3657.068485 sec): 3 clusters Score: Raw -1319620.799717 + Penalty 1810.898761 = -1317809.900956 nChanged 151 SP:Iteration 37Q (3657.137226 sec): 3 clusters Score: Raw -1319675.908405 + Penalty 1810.898761 = -1317865.009644 nChanged 135 SP:Iteration 38Q (3657.189727 sec): 3 clusters Score: Raw -1319722.423169 + Penalty 1810.898761 = -1317911.524408 nChanged 142 SP:Iteration 39Q (3657.258175 sec): 3 clusters Score: Raw -1319771.892538 + Penalty 1810.898761 = -1317960.993777 nChanged 136 SP:Iteration 40F (3657.323117 sec): 3 clusters Score: Raw -1319826.360469 + Penalty 1810.898761 = -1318015.461708 nChanged 149 SP:Iteration 41Q (3657.389402 sec): 3 clusters Score: Raw -1319871.927058 + Penalty 1810.898761 = -1318061.028297 nChanged 119 SP:Iteration 42Q (3657.447344 sec): 3 clusters Score: Raw -1319900.129653 + Penalty 1810.898761 = -1318089.230892 nChanged 110 SP:Iteration 43Q (3657.503979 sec): 3 clusters Score: Raw -1319926.844938 + Penalty 1810.898761 = -1318115.946177 nChanged 102 SP:Iteration 44Q (3657.563909 sec): 3 clusters Score: Raw -1319950.753578 + Penalty 1810.898761 = -1318139.854817 nChanged 101 SP:Iteration 45Q (3657.621704 sec): 3 clusters Score: Raw -1319971.514151 + Penalty 1810.898761 = -1318160.615390 nChanged 93 SP:Iteration 46Q (3657.691028 sec): 3 clusters Score: Raw -1319989.280211 + Penalty 1810.898761 = -1318178.381450 nChanged 88 SP:Iteration 47Q (3657.747443 sec): 3 clusters Score: Raw -1320008.403169 + Penalty 1810.898761 = -1318197.504408 nChanged 80 SP:Iteration 48Q (3657.815102 sec): 3 clusters Score: Raw -1320025.561387 + Penalty 1810.898761 = -1318214.662626 nChanged 84 SP:Iteration 49Q (3657.870253 sec): 3 clusters Score: Raw -1320042.029425 + Penalty 1810.898761 = -1318231.130664 nChanged 86 SP:Iteration 50Q (3657.943479 sec): 3 clusters Score: Raw -1320055.150095 + Penalty 1810.898761 = -1318244.251334 nChanged 71 SP:Iteration 51Q (3657.998357 sec): 3 clusters Score: Raw -1320064.567142 + Penalty 1810.898761 = -1318253.668381 nChanged 58 SP:Iteration 52Q (3658.060770 sec): 3 clusters Score: Raw -1320071.842986 + Penalty 1810.898761 = -1318260.944225 nChanged 49 SP:Iteration 53Q (3658.126544 sec): 3 clusters Score: Raw -1320077.696458 + Penalty 1810.898761 = -1318266.797697 nChanged 57 SP:Iteration 54Q (3658.177793 sec): 3 clusters Score: Raw -1320084.345025 + Penalty 1810.898761 = -1318273.446264 nChanged 42 SP:Iteration 55Q (3658.208194 sec): 3 clusters Score: Raw -1320089.740069 + Penalty 1810.898761 = -1318278.841308 nChanged 44 SP:Iteration 56Q (3658.269890 sec): 3 clusters Score: Raw -1320096.422357 + Penalty 1810.898761 = -1318285.523596 nChanged 48 SP:Iteration 57Q (3658.326629 sec): 3 clusters Score: Raw -1320102.959456 + Penalty 1810.898761 = -1318292.060695 nChanged 42 SP:Iteration 58Q (3658.396181 sec): 3 clusters Score: Raw -1320108.493083 + Penalty 1810.898761 = -1318297.594322 nChanged 58 SP:Iteration 59Q (3658.450826 sec): 3 clusters Score: Raw -1320117.652291 + Penalty 1810.898761 = -1318306.753530 nChanged 63 SP:Iteration 60F (3658.522870 sec): 3 clusters Score: Raw -1320126.654310 + Penalty 1810.898761 = -1318315.755549 nChanged 53 SP:Iteration 61Q (3658.575227 sec): 3 clusters Score: Raw -1320133.682676 + Penalty 1810.898761 = -1318322.783915 nChanged 51 SP:Iteration 62Q (3658.644540 sec): 3 clusters Score: Raw -1320141.757351 + Penalty 1810.898761 = -1318330.858590 nChanged 56 SP:Iteration 63Q (3658.703334 sec): 3 clusters Score: Raw -1320149.778373 + Penalty 1810.898761 = -1318338.879612 nChanged 60 SP:Iteration 64Q (3658.758008 sec): 3 clusters Score: Raw -1320159.719175 + Penalty 1810.898761 = -1318348.820413 nChanged 67 SP:Iteration 65Q (3658.822475 sec): 3 clusters Score: Raw -1320170.499274 + Penalty 1810.898761 = -1318359.600513 nChanged 70 SP:Iteration 66Q (3658.883934 sec): 3 clusters Score: Raw -1320183.536602 + Penalty 1810.898761 = -1318372.637841 nChanged 82 SP:Iteration 67Q (3658.930498 sec): 3 clusters Score: Raw -1320200.448585 + Penalty 1810.898761 = -1318389.549824 nChanged 82 SP:Iteration 68Q (3658.979525 sec): 3 clusters Score: Raw -1320214.974073 + Penalty 1810.898761 = -1318404.075312 nChanged 65 SP:Iteration 69Q (3659.040744 sec): 3 clusters Score: Raw -1320225.185655 + Penalty 1810.898761 = -1318414.286894 nChanged 64 SP:Iteration 70Q (3659.106220 sec): 3 clusters Score: Raw -1320236.700231 + Penalty 1810.898761 = -1318425.801470 nChanged 66 SP:Iteration 71Q (3659.154845 sec): 3 clusters Score: Raw -1320247.547011 + Penalty 1810.898761 = -1318436.648250 nChanged 63 SP:Iteration 72Q (3659.227928 sec): 3 clusters Score: Raw -1320255.898060 + Penalty 1810.898761 = -1318444.999299 nChanged 56 SP:Iteration 73Q (3659.279175 sec): 3 clusters Score: Raw -1320264.192833 + Penalty 1810.898761 = -1318453.294072 nChanged 63 SP:Iteration 74Q (3659.336600 sec): 3 clusters Score: Raw -1320273.519268 + Penalty 1810.898761 = -1318462.620507 nChanged 50 SP:Iteration 75Q (3659.391544 sec): 3 clusters Score: Raw -1320280.830663 + Penalty 1810.898761 = -1318469.931902 nChanged 50 SP:Iteration 76Q (3659.460168 sec): 3 clusters Score: Raw -1320288.996123 + Penalty 1810.898761 = -1318478.097362 nChanged 56 SP:Iteration 77Q (3659.510251 sec): 3 clusters Score: Raw -1320300.086501 + Penalty 1810.898761 = -1318489.187740 nChanged 66 SP:Iteration 78Q (3659.578228 sec): 3 clusters Score: Raw -1320312.095205 + Penalty 1810.898761 = -1318501.196444 nChanged 56 SP:Iteration 79Q (3659.627600 sec): 3 clusters Score: Raw -1320321.169217 + Penalty 1810.898761 = -1318510.270456 nChanged 57 SP:Iteration 80F (3659.692665 sec): 3 clusters Score: Raw -1320332.113168 + Penalty 1810.898761 = -1318521.214407 nChanged 58 SP:Iteration 81Q (3659.748463 sec): 3 clusters Score: Raw -1320340.938762 + Penalty 1810.898761 = -1318530.040001 nChanged 59 SP:Iteration 82Q (3659.808342 sec): 3 clusters Score: Raw -1320350.129564 + Penalty 1810.898761 = -1318539.230803 nChanged 52 SP:Iteration 83Q (3659.862172 sec): 3 clusters Score: Raw -1320358.642173 + Penalty 1810.898761 = -1318547.743411 nChanged 58 SP:Iteration 84Q (3659.929568 sec): 3 clusters Score: Raw -1320369.380297 + Penalty 1810.898761 = -1318558.481536 nChanged 66 SP:Iteration 85Q (3659.980294 sec): 3 clusters Score: Raw -1320379.811419 + Penalty 1810.898761 = -1318568.912658 nChanged 42 SP:Iteration 86Q (3660.053071 sec): 3 clusters Score: Raw -1320385.839914 + Penalty 1810.898761 = -1318574.941153 nChanged 30 SP:Iteration 87Q (3660.104312 sec): 3 clusters Score: Raw -1320390.022133 + Penalty 1810.898761 = -1318579.123372 nChanged 34 SP:Iteration 88Q (3660.166295 sec): 3 clusters Score: Raw -1320394.508918 + Penalty 1810.898761 = -1318583.610156 nChanged 40 SP:Iteration 89Q (3660.237864 sec): 3 clusters Score: Raw -1320400.310862 + Penalty 1810.898761 = -1318589.412101 nChanged 33 SP:Iteration 90Q (3660.298766 sec): 3 clusters Score: Raw -1320406.080165 + Penalty 1810.898761 = -1318595.181404 nChanged 34 SP:Iteration 91Q (3660.363793 sec): 3 clusters Score: Raw -1320411.597142 + Penalty 1810.898761 = -1318600.698380 nChanged 35 SP:Iteration 92Q (3660.412127 sec): 3 clusters Score: Raw -1320417.344290 + Penalty 1810.898761 = -1318606.445529 nChanged 32 SP:Iteration 93Q (3660.485674 sec): 3 clusters Score: Raw -1320422.105552 + Penalty 1810.898761 = -1318611.206791 nChanged 29 SP:Iteration 94Q (3660.543701 sec): 3 clusters Score: Raw -1320426.991456 + Penalty 1810.898761 = -1318616.092695 nChanged 40 SP:Iteration 95Q (3660.607649 sec): 3 clusters Score: Raw -1320433.895766 + Penalty 1810.898761 = -1318622.997005 nChanged 34 SP:Iteration 96Q (3660.662115 sec): 3 clusters Score: Raw -1320439.357724 + Penalty 1810.898761 = -1318628.458963 nChanged 31 SP:Iteration 97Q (3660.725587 sec): 3 clusters Score: Raw -1320443.932249 + Penalty 1810.898761 = -1318633.033488 nChanged 32 SP:Iteration 98Q (3660.796857 sec): 3 clusters Score: Raw -1320448.471168 + Penalty 1810.898761 = -1318637.572407 nChanged 34 SP:Iteration 99Q (3660.858982 sec): 3 clusters Score: Raw -1320452.532836 + Penalty 1810.898761 = -1318641.634075 nChanged 28 SP:Iteration 100F (3660.919015 sec): 3 clusters Score: Raw -1320457.085568 + Penalty 1810.898761 = -1318646.186807 nChanged 33 SP:Iteration 101Q (3660.971674 sec): 3 clusters Score: Raw -1320462.257300 + Penalty 1810.898761 = -1318651.358539 nChanged 33 SP:Iteration 102Q (3661.036429 sec): 3 clusters Score: Raw -1320467.285815 + Penalty 1810.898761 = -1318656.387054 nChanged 22 SP:Iteration 103Q (3661.086780 sec): 3 clusters Score: Raw -1320471.291298 + Penalty 1810.898761 = -1318660.392537 nChanged 29 SP:Iteration 104Q (3661.152774 sec): 3 clusters Score: Raw -1320476.815951 + Penalty 1810.898761 = -1318665.917190 nChanged 30 SP:Iteration 105Q (3661.216368 sec): 3 clusters Score: Raw -1320482.490346 + Penalty 1810.898761 = -1318671.591585 nChanged 39 SP:Iteration 106Q (3661.280212 sec): 3 clusters Score: Raw -1320489.941019 + Penalty 1810.898761 = -1318679.042258 nChanged 41 SP:Iteration 107Q (3661.341115 sec): 3 clusters Score: Raw -1320497.089370 + Penalty 1810.898761 = -1318686.190609 nChanged 41 SP:Iteration 108Q (3661.398891 sec): 3 clusters Score: Raw -1320505.059094 + Penalty 1810.898761 = -1318694.160333 nChanged 28 SP:Iteration 109Q (3661.456044 sec): 3 clusters Score: Raw -1320509.472237 + Penalty 1810.898761 = -1318698.573476 nChanged 25 SP:Iteration 110Q (3661.519559 sec): 3 clusters Score: Raw -1320513.634867 + Penalty 1810.898761 = -1318702.736106 nChanged 23 SP:Iteration 111Q (3661.577971 sec): 3 clusters Score: Raw -1320518.225047 + Penalty 1810.898761 = -1318707.326286 nChanged 29 SP:Iteration 112Q (3661.641686 sec): 3 clusters Score: Raw -1320524.868144 + Penalty 1810.898761 = -1318713.969383 nChanged 36 SP:Iteration 113Q (3661.703532 sec): 3 clusters Score: Raw -1320532.365551 + Penalty 1810.898761 = -1318721.466790 nChanged 31 SP:Iteration 114Q (3661.770693 sec): 3 clusters Score: Raw -1320537.720585 + Penalty 1810.898761 = -1318726.821824 nChanged 25 SP:Iteration 115Q (3661.829915 sec): 3 clusters Score: Raw -1320540.816574 + Penalty 1810.898761 = -1318729.917813 nChanged 17 SP:Iteration 116Q (3661.888322 sec): 3 clusters Score: Raw -1320543.107854 + Penalty 1810.898761 = -1318732.209093 nChanged 18 SP:Iteration 117Q (3661.948697 sec): 3 clusters Score: Raw -1320545.328546 + Penalty 1810.898761 = -1318734.429785 nChanged 10 SP:Iteration 118Q (3662.016616 sec): 3 clusters Score: Raw -1320546.524626 + Penalty 1810.898761 = -1318735.625865 nChanged 13 SP:Iteration 119Q (3662.058779 sec): 3 clusters Score: Raw -1320547.962989 + Penalty 1810.898761 = -1318737.064228 nChanged 11 SP:Iteration 120F (3662.118728 sec): 3 clusters Score: Raw -1320550.349540 + Penalty 1810.898761 = -1318739.450779 nChanged 17 SP:Iteration 121Q (3662.187903 sec): 3 clusters Score: Raw -1320553.999614 + Penalty 1810.898761 = -1318743.100853 nChanged 12 SP:Iteration 122Q (3662.240488 sec): 3 clusters Score: Raw -1320556.454459 + Penalty 1810.898761 = -1318745.555698 nChanged 8 SP:Iteration 123Q (3662.302975 sec): 3 clusters Score: Raw -1320557.464253 + Penalty 1810.898761 = -1318746.565492 nChanged 5 SP:Iteration 124Q (3662.358924 sec): 3 clusters Score: Raw -1320557.962189 + Penalty 1810.898761 = -1318747.063428 nChanged 3 SP:Iteration 125Q (3662.421484 sec): 3 clusters Score: Raw -1320558.331708 + Penalty 1810.898761 = -1318747.432947 nChanged 2 SP:Iteration 126Q (3662.484460 sec): 3 clusters Score: Raw -1320558.605029 + Penalty 1810.898761 = -1318747.706267 nChanged 3 SP:Iteration 127Q (3662.547406 sec): 3 clusters Score: Raw -1320558.976517 + Penalty 1810.898761 = -1318748.077756 nChanged 2 SP:Iteration 128Q (3662.610053 sec): 3 clusters Score: Raw -1320559.241739 + Penalty 1810.898761 = -1318748.342978 nChanged 2 SP:Iteration 129Q (3662.672753 sec): 3 clusters Score: Raw -1320559.541156 + Penalty 1810.898761 = -1318748.642395 nChanged 1 SP:Iteration 130Q (3662.745726 sec): 3 clusters Score: Raw -1320559.617971 + Penalty 1810.898761 = -1318748.719210 nChanged 1 SP:Iteration 131Q (3662.798038 sec): 3 clusters Score: Raw -1320559.669696 + Penalty 1810.898761 = -1318748.770934 nChanged 1 SP:Iteration 132Q (3662.859025 sec): 3 clusters Score: Raw -1320559.768272 + Penalty 1810.898761 = -1318748.869511 nChanged 0 SP:Iteration 133F (3662.924115 sec): 3 clusters Score: Raw -1320559.768272 + Penalty 1810.898761 = -1318748.869511 nChanged 0 Trying to split cluster 26 (3333 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3662.951441 sec): 2 clusters Score: Raw -302048.763004 + Penalty 770.604667 = -301278.158336 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3663.003032 sec): 3 clusters Score: Raw -300287.366687 + Penalty 1541.209335 = -298746.157352 nChanged 1374 SP:Iteration 1F (3663.050741 sec): 3 clusters Score: Raw -301035.162340 + Penalty 1541.209335 = -299493.953005 nChanged 263 SP:Iteration 2F (3663.101997 sec): 3 clusters Score: Raw -301237.572370 + Penalty 1541.209335 = -299696.363035 nChanged 256 SP:Iteration 3F (3663.153513 sec): 3 clusters Score: Raw -301475.765617 + Penalty 1541.209335 = -299934.556282 nChanged 228 SP:Iteration 4F (3663.198111 sec): 3 clusters Score: Raw -301708.273185 + Penalty 1541.209335 = -300167.063851 nChanged 215 SP:Iteration 5F (3663.249541 sec): 3 clusters Score: Raw -301912.291231 + Penalty 1541.209335 = -300371.081896 nChanged 170 SP:Iteration 6F (3663.306037 sec): 3 clusters Score: Raw -302064.781772 + Penalty 1541.209335 = -300523.572437 nChanged 155 SP:Iteration 7Q (3663.339276 sec): 3 clusters Score: Raw -302193.858782 + Penalty 1541.209335 = -300652.649447 nChanged 142 SP:Iteration 8Q (3663.392598 sec): 3 clusters Score: Raw -302311.708391 + Penalty 1541.209335 = -300770.499056 nChanged 103 SP:Iteration 9Q (3663.445345 sec): 3 clusters Score: Raw -302378.735414 + Penalty 1541.209335 = -300837.526079 nChanged 85 SP:Iteration 10Q (3663.498106 sec): 3 clusters Score: Raw -302421.624361 + Penalty 1541.209335 = -300880.415026 nChanged 63 SP:Iteration 11Q (3663.550556 sec): 3 clusters Score: Raw -302450.773282 + Penalty 1541.209335 = -300909.563947 nChanged 46 SP:Iteration 12Q (3663.603298 sec): 3 clusters Score: Raw -302469.517273 + Penalty 1541.209335 = -300928.307938 nChanged 33 SP:Iteration 13Q (3663.655688 sec): 3 clusters Score: Raw -302484.006664 + Penalty 1541.209335 = -300942.797330 nChanged 44 SP:Iteration 14Q (3663.708177 sec): 3 clusters Score: Raw -302509.073520 + Penalty 1541.209335 = -300967.864185 nChanged 36 SP:Iteration 15Q (3663.760359 sec): 3 clusters Score: Raw -302527.405145 + Penalty 1541.209335 = -300986.195810 nChanged 43 SP:Iteration 16Q (3663.799966 sec): 3 clusters Score: Raw -302547.893795 + Penalty 1541.209335 = -301006.684460 nChanged 32 SP:Iteration 17Q (3663.850936 sec): 3 clusters Score: Raw -302560.113468 + Penalty 1541.209335 = -301018.904134 nChanged 22 SP:Iteration 18Q (3663.908476 sec): 3 clusters Score: Raw -302568.949540 + Penalty 1541.209335 = -301027.740205 nChanged 20 SP:Iteration 19Q (3663.949111 sec): 3 clusters Score: Raw -302576.121730 + Penalty 1541.209335 = -301034.912395 nChanged 19 SP:Iteration 20F (3664.012609 sec): 3 clusters Score: Raw -302582.131466 + Penalty 1541.209335 = -301040.922131 nChanged 19 SP:Iteration 21Q (3664.053258 sec): 3 clusters Score: Raw -302588.513873 + Penalty 1541.209335 = -301047.304538 nChanged 20 SP:Iteration 22Q (3664.104973 sec): 3 clusters Score: Raw -302596.020624 + Penalty 1541.209335 = -301054.811289 nChanged 11 SP:Iteration 23Q (3664.158294 sec): 3 clusters Score: Raw -302598.251653 + Penalty 1541.209335 = -301057.042318 nChanged 8 SP:Iteration 24Q (3664.212455 sec): 3 clusters Score: Raw -302600.573145 + Penalty 1541.209335 = -301059.363811 nChanged 9 SP:Iteration 25Q (3664.252239 sec): 3 clusters Score: Raw -302603.396238 + Penalty 1541.209335 = -301062.186903 nChanged 12 SP:Iteration 26Q (3664.311598 sec): 3 clusters Score: Raw -302608.307685 + Penalty 1541.209335 = -301067.098350 nChanged 16 SP:Iteration 27Q (3664.361254 sec): 3 clusters Score: Raw -302613.231883 + Penalty 1541.209335 = -301072.022549 nChanged 7 SP:Iteration 28Q (3664.404356 sec): 3 clusters Score: Raw -302614.720677 + Penalty 1541.209335 = -301073.511342 nChanged 10 SP:Iteration 29Q (3664.457740 sec): 3 clusters Score: Raw -302616.987122 + Penalty 1541.209335 = -301075.777787 nChanged 15 SP:Iteration 30Q (3664.498702 sec): 3 clusters Score: Raw -302620.999848 + Penalty 1541.209335 = -301079.790513 nChanged 11 SP:Iteration 31Q (3664.543904 sec): 3 clusters Score: Raw -302623.786720 + Penalty 1541.209335 = -301082.577385 nChanged 13 SP:Iteration 32Q (3664.591731 sec): 3 clusters Score: Raw -302627.084873 + Penalty 1541.209335 = -301085.875538 nChanged 9 SP:Iteration 33Q (3664.630639 sec): 3 clusters Score: Raw -302628.848287 + Penalty 1541.209335 = -301087.638952 nChanged 7 SP:Iteration 34Q (3664.688503 sec): 3 clusters Score: Raw -302630.964908 + Penalty 1541.209335 = -301089.755573 nChanged 7 SP:Iteration 35Q (3664.722069 sec): 3 clusters Score: Raw -302633.095054 + Penalty 1541.209335 = -301091.885719 nChanged 8 SP:Iteration 36Q (3664.762338 sec): 3 clusters Score: Raw -302635.528427 + Penalty 1541.209335 = -301094.319092 nChanged 11 SP:Iteration 37Q (3664.814547 sec): 3 clusters Score: Raw -302639.670476 + Penalty 1541.209335 = -301098.461141 nChanged 10 SP:Iteration 38Q (3664.865452 sec): 3 clusters Score: Raw -302641.652837 + Penalty 1541.209335 = -301100.443502 nChanged 4 SP:Iteration 39Q (3664.896217 sec): 3 clusters Score: Raw -302642.296002 + Penalty 1541.209335 = -301101.086667 nChanged 4 SP:Iteration 40F (3664.958230 sec): 3 clusters Score: Raw -302642.899898 + Penalty 1541.209335 = -301101.690564 nChanged 5 SP:Iteration 41Q (3665.008182 sec): 3 clusters Score: Raw -302643.629474 + Penalty 1541.209335 = -301102.420139 nChanged 1 SP:Iteration 42Q (3665.048405 sec): 3 clusters Score: Raw -302643.750803 + Penalty 1541.209335 = -301102.541468 nChanged 1 SP:Iteration 43Q (3665.102710 sec): 3 clusters Score: Raw -302643.886838 + Penalty 1541.209335 = -301102.677503 nChanged 1 SP:Iteration 44Q (3665.150234 sec): 3 clusters Score: Raw -302643.981203 + Penalty 1541.209335 = -301102.771868 nChanged 0 SP:Iteration 45F (3665.201357 sec): 3 clusters Score: Raw -302643.981203 + Penalty 1541.209335 = -301102.771868 nChanged 0 Trying to split cluster 27 (4355 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3665.234909 sec): 2 clusters Score: Raw -404530.360881 + Penalty 796.012589 = -403734.348292 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3665.282235 sec): 3 clusters Score: Raw -402127.855718 + Penalty 1592.025179 = -400535.830539 nChanged 1845 SP:Iteration 1F (3665.323734 sec): 3 clusters Score: Raw -403152.225811 + Penalty 1592.025179 = -401560.200632 nChanged 308 SP:Iteration 2F (3665.372437 sec): 3 clusters Score: Raw -403301.696752 + Penalty 1592.025179 = -401709.671573 nChanged 230 SP:Iteration 3F (3665.421162 sec): 3 clusters Score: Raw -403423.041715 + Penalty 1592.025179 = -401831.016536 nChanged 201 SP:Iteration 4Q (3665.469635 sec): 3 clusters Score: Raw -403526.607725 + Penalty 1592.025179 = -401934.582546 nChanged 182 SP:Iteration 5Q (3665.520113 sec): 3 clusters Score: Raw -403627.385074 + Penalty 1592.025179 = -402035.359895 nChanged 182 SP:Iteration 6Q (3665.571773 sec): 3 clusters Score: Raw -403745.060338 + Penalty 1592.025179 = -402153.035159 nChanged 198 SP:Iteration 7Q (3665.610859 sec): 3 clusters Score: Raw -403912.829827 + Penalty 1592.025179 = -402320.804648 nChanged 224 SP:Iteration 8F (3665.657481 sec): 3 clusters Score: Raw -404081.164833 + Penalty 1592.025179 = -402489.139654 nChanged 180 SP:Iteration 9Q (3665.712325 sec): 3 clusters Score: Raw -404238.294495 + Penalty 1592.025179 = -402646.269316 nChanged 163 SP:Iteration 10Q (3665.764176 sec): 3 clusters Score: Raw -404368.270249 + Penalty 1592.025179 = -402776.245070 nChanged 117 SP:Iteration 11Q (3665.809227 sec): 3 clusters Score: Raw -404440.575751 + Penalty 1592.025179 = -402848.550572 nChanged 92 SP:Iteration 12Q (3665.860356 sec): 3 clusters Score: Raw -404496.124459 + Penalty 1592.025179 = -402904.099280 nChanged 67 SP:Iteration 13Q (3665.911686 sec): 3 clusters Score: Raw -404535.048035 + Penalty 1592.025179 = -402943.022856 nChanged 58 SP:Iteration 14Q (3665.963077 sec): 3 clusters Score: Raw -404561.515130 + Penalty 1592.025179 = -402969.489951 nChanged 35 SP:Iteration 15Q (3666.014569 sec): 3 clusters Score: Raw -404575.681834 + Penalty 1592.025179 = -402983.656655 nChanged 26 SP:Iteration 16Q (3666.059295 sec): 3 clusters Score: Raw -404585.638819 + Penalty 1592.025179 = -402993.613640 nChanged 22 SP:Iteration 17Q (3666.109747 sec): 3 clusters Score: Raw -404594.077465 + Penalty 1592.025179 = -403002.052286 nChanged 23 SP:Iteration 18Q (3666.161728 sec): 3 clusters Score: Raw -404603.512398 + Penalty 1592.025179 = -403011.487219 nChanged 22 SP:Iteration 19Q (3666.213357 sec): 3 clusters Score: Raw -404613.507049 + Penalty 1592.025179 = -403021.481870 nChanged 24 SP:Iteration 20F (3666.254921 sec): 3 clusters Score: Raw -404624.881110 + Penalty 1592.025179 = -403032.855931 nChanged 23 SP:Iteration 21Q (3666.302333 sec): 3 clusters Score: Raw -404635.603325 + Penalty 1592.025179 = -403043.578146 nChanged 19 SP:Iteration 22Q (3666.354199 sec): 3 clusters Score: Raw -404644.991561 + Penalty 1592.025179 = -403052.966382 nChanged 23 SP:Iteration 23Q (3666.403428 sec): 3 clusters Score: Raw -404655.145759 + Penalty 1592.025179 = -403063.120580 nChanged 14 SP:Iteration 24Q (3666.454812 sec): 3 clusters Score: Raw -404660.833868 + Penalty 1592.025179 = -403068.808689 nChanged 16 SP:Iteration 25Q (3666.508598 sec): 3 clusters Score: Raw -404668.452513 + Penalty 1592.025179 = -403076.427334 nChanged 16 SP:Iteration 26Q (3666.547025 sec): 3 clusters Score: Raw -404679.659715 + Penalty 1592.025179 = -403087.634536 nChanged 16 SP:Iteration 27Q (3666.595607 sec): 3 clusters Score: Raw -404691.445063 + Penalty 1592.025179 = -403099.419884 nChanged 12 SP:Iteration 28Q (3666.638890 sec): 3 clusters Score: Raw -404696.672282 + Penalty 1592.025179 = -403104.647103 nChanged 11 SP:Iteration 29Q (3666.694668 sec): 3 clusters Score: Raw -404703.612526 + Penalty 1592.025179 = -403111.587347 nChanged 9 SP:Iteration 30Q (3666.736385 sec): 3 clusters Score: Raw -404706.453497 + Penalty 1592.025179 = -403114.428318 nChanged 4 SP:Iteration 31Q (3666.799202 sec): 3 clusters Score: Raw -404708.887685 + Penalty 1592.025179 = -403116.862506 nChanged 6 SP:Iteration 32Q (3666.850632 sec): 3 clusters Score: Raw -404712.123263 + Penalty 1592.025179 = -403120.098084 nChanged 7 SP:Iteration 33Q (3666.901636 sec): 3 clusters Score: Raw -404714.878941 + Penalty 1592.025179 = -403122.853762 nChanged 5 SP:Iteration 34Q (3666.953092 sec): 3 clusters Score: Raw -404718.716391 + Penalty 1592.025179 = -403126.691212 nChanged 4 SP:Iteration 35Q (3667.000298 sec): 3 clusters Score: Raw -404720.126484 + Penalty 1592.025179 = -403128.101305 nChanged 3 SP:Iteration 36Q (3667.043103 sec): 3 clusters Score: Raw -404721.443817 + Penalty 1592.025179 = -403129.418638 nChanged 1 SP:Iteration 37Q (3667.091364 sec): 3 clusters Score: Raw -404721.610989 + Penalty 1592.025179 = -403129.585810 nChanged 1 SP:Iteration 38Q (3667.130083 sec): 3 clusters Score: Raw -404722.040799 + Penalty 1592.025179 = -403130.015620 nChanged 0 SP:Iteration 39F (3667.179319 sec): 3 clusters Score: Raw -404722.040799 + Penalty 1592.025179 = -403130.015620 nChanged 0 Trying to split cluster 28 (830 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3667.193893 sec): 2 clusters Score: Raw -72351.092884 + Penalty 638.535442 = -71712.557443 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3667.237426 sec): 3 clusters Score: Raw -72041.614174 + Penalty 1277.070883 = -70764.543291 nChanged 265 SP:Iteration 1F (3667.285848 sec): 3 clusters Score: Raw -72261.287007 + Penalty 1277.070883 = -70984.216123 nChanged 71 SP:Iteration 2F (3667.333231 sec): 3 clusters Score: Raw -72342.858009 + Penalty 1277.070883 = -71065.787126 nChanged 41 SP:Iteration 3Q (3667.390169 sec): 3 clusters Score: Raw -72395.260039 + Penalty 1277.070883 = -71118.189156 nChanged 35 SP:Iteration 4Q (3667.438960 sec): 3 clusters Score: Raw -72429.652105 + Penalty 1277.070883 = -71152.581222 nChanged 23 SP:Iteration 5Q (3667.482642 sec): 3 clusters Score: Raw -72449.960276 + Penalty 1277.070883 = -71172.889393 nChanged 22 SP:Iteration 6Q (3667.532671 sec): 3 clusters Score: Raw -72468.296949 + Penalty 1277.070883 = -71191.226066 nChanged 18 SP:Iteration 7Q (3667.582557 sec): 3 clusters Score: Raw -72485.987208 + Penalty 1277.070883 = -71208.916324 nChanged 14 SP:Iteration 8Q (3667.632637 sec): 3 clusters Score: Raw -72495.954640 + Penalty 1277.070883 = -71218.883757 nChanged 10 SP:Iteration 9Q (3667.682904 sec): 3 clusters Score: Raw -72505.094347 + Penalty 1277.070883 = -71228.023464 nChanged 11 SP:Iteration 10Q (3667.725513 sec): 3 clusters Score: Raw -72511.722966 + Penalty 1277.070883 = -71234.652083 nChanged 7 SP:Iteration 11Q (3667.777181 sec): 3 clusters Score: Raw -72518.819596 + Penalty 1277.070883 = -71241.748713 nChanged 8 SP:Iteration 12Q (3667.811397 sec): 3 clusters Score: Raw -72523.178152 + Penalty 1277.070883 = -71246.107268 nChanged 9 SP:Iteration 13Q (3667.871777 sec): 3 clusters Score: Raw -72527.091970 + Penalty 1277.070883 = -71250.021087 nChanged 4 SP:Iteration 14Q (3667.907619 sec): 3 clusters Score: Raw -72528.550813 + Penalty 1277.070883 = -71251.479930 nChanged 4 SP:Iteration 15Q (3667.967989 sec): 3 clusters Score: Raw -72529.828607 + Penalty 1277.070883 = -71252.757724 nChanged 0 SP:Iteration 16F (3668.014198 sec): 3 clusters Score: Raw -72529.828607 + Penalty 1277.070883 = -71252.757724 nChanged 0 Trying to split cluster 29 (19688 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3668.061163 sec): 2 clusters Score: Raw -1897450.015255 + Penalty 939.337636 = -1896510.677619 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3668.133390 sec): 3 clusters Score: Raw -1885141.529582 + Penalty 1878.675272 = -1883262.854310 nChanged 9146 SP:Iteration 1F (3668.206090 sec): 3 clusters Score: Raw -1890541.503336 + Penalty 1878.675272 = -1888662.828064 nChanged 1350 SP:Iteration 2F (3668.280077 sec): 3 clusters Score: Raw -1891390.752316 + Penalty 1878.675272 = -1889512.077043 nChanged 1591 SP:Iteration 3F (3668.346304 sec): 3 clusters Score: Raw -1892593.430873 + Penalty 1878.675272 = -1890714.755601 nChanged 1673 SP:Iteration 4F (3668.417952 sec): 3 clusters Score: Raw -1894021.275743 + Penalty 1878.675272 = -1892142.600471 nChanged 1494 SP:Iteration 5F (3668.495759 sec): 3 clusters Score: Raw -1895511.135498 + Penalty 1878.675272 = -1893632.460226 nChanged 1161 SP:Iteration 6F (3668.558882 sec): 3 clusters Score: Raw -1896644.046704 + Penalty 1878.675272 = -1894765.371431 nChanged 756 SP:Iteration 7Q (3668.627015 sec): 3 clusters Score: Raw -1897180.877083 + Penalty 1878.675272 = -1895302.201810 nChanged 420 SP:Iteration 8Q (3668.698201 sec): 3 clusters Score: Raw -1897387.203819 + Penalty 1878.675272 = -1895508.528546 nChanged 244 SP:Iteration 9Q (3668.766833 sec): 3 clusters Score: Raw -1897485.184174 + Penalty 1878.675272 = -1895606.508901 nChanged 184 SP:Iteration 10Q (3668.832863 sec): 3 clusters Score: Raw -1897542.891477 + Penalty 1878.675272 = -1895664.216204 nChanged 151 SP:Iteration 11Q (3668.899539 sec): 3 clusters Score: Raw -1897587.434017 + Penalty 1878.675272 = -1895708.758744 nChanged 122 SP:Iteration 12Q (3668.971619 sec): 3 clusters Score: Raw -1897623.410380 + Penalty 1878.675272 = -1895744.735107 nChanged 119 SP:Iteration 13Q (3669.037036 sec): 3 clusters Score: Raw -1897655.044148 + Penalty 1878.675272 = -1895776.368875 nChanged 105 SP:Iteration 14Q (3669.104273 sec): 3 clusters Score: Raw -1897681.142714 + Penalty 1878.675272 = -1895802.467441 nChanged 94 SP:Iteration 15Q (3669.167744 sec): 3 clusters Score: Raw -1897702.456653 + Penalty 1878.675272 = -1895823.781380 nChanged 69 SP:Iteration 16Q (3669.239893 sec): 3 clusters Score: Raw -1897714.747248 + Penalty 1878.675272 = -1895836.071976 nChanged 63 SP:Iteration 17Q (3669.304486 sec): 3 clusters Score: Raw -1897723.725208 + Penalty 1878.675272 = -1895845.049935 nChanged 51 SP:Iteration 18Q (3669.382310 sec): 3 clusters Score: Raw -1897730.739244 + Penalty 1878.675272 = -1895852.063971 nChanged 54 SP:Iteration 19Q (3669.444593 sec): 3 clusters Score: Raw -1897739.653163 + Penalty 1878.675272 = -1895860.977890 nChanged 48 SP:Iteration 20F (3669.518088 sec): 3 clusters Score: Raw -1897748.586410 + Penalty 1878.675272 = -1895869.911137 nChanged 54 SP:Iteration 21Q (3669.589262 sec): 3 clusters Score: Raw -1897757.557385 + Penalty 1878.675272 = -1895878.882112 nChanged 51 SP:Iteration 22Q (3669.659944 sec): 3 clusters Score: Raw -1897767.086838 + Penalty 1878.675272 = -1895888.411565 nChanged 52 SP:Iteration 23Q (3669.728796 sec): 3 clusters Score: Raw -1897776.325658 + Penalty 1878.675272 = -1895897.650385 nChanged 47 SP:Iteration 24Q (3669.793680 sec): 3 clusters Score: Raw -1897785.525822 + Penalty 1878.675272 = -1895906.850549 nChanged 49 SP:Iteration 25Q (3669.870866 sec): 3 clusters Score: Raw -1897796.039228 + Penalty 1878.675272 = -1895917.363955 nChanged 47 SP:Iteration 26Q (3669.930933 sec): 3 clusters Score: Raw -1897804.531437 + Penalty 1878.675272 = -1895925.856164 nChanged 40 SP:Iteration 27Q (3669.997012 sec): 3 clusters Score: Raw -1897812.226856 + Penalty 1878.675272 = -1895933.551583 nChanged 48 SP:Iteration 28Q (3670.077583 sec): 3 clusters Score: Raw -1897823.166088 + Penalty 1878.675272 = -1895944.490815 nChanged 41 SP:Iteration 29Q (3670.153881 sec): 3 clusters Score: Raw -1897833.465047 + Penalty 1878.675272 = -1895954.789775 nChanged 46 SP:Iteration 30Q (3670.219509 sec): 3 clusters Score: Raw -1897841.958702 + Penalty 1878.675272 = -1895963.283429 nChanged 44 SP:Iteration 31Q (3670.277532 sec): 3 clusters Score: Raw -1897850.529595 + Penalty 1878.675272 = -1895971.854322 nChanged 34 SP:Iteration 32Q (3670.349873 sec): 3 clusters Score: Raw -1897858.400648 + Penalty 1878.675272 = -1895979.725375 nChanged 40 SP:Iteration 33Q (3670.421016 sec): 3 clusters Score: Raw -1897866.705319 + Penalty 1878.675272 = -1895988.030047 nChanged 36 SP:Iteration 34Q (3670.490391 sec): 3 clusters Score: Raw -1897874.162518 + Penalty 1878.675272 = -1895995.487246 nChanged 42 SP:Iteration 35Q (3670.553836 sec): 3 clusters Score: Raw -1897884.303802 + Penalty 1878.675272 = -1896005.628529 nChanged 38 SP:Iteration 36Q (3670.624456 sec): 3 clusters Score: Raw -1897892.143446 + Penalty 1878.675272 = -1896013.468174 nChanged 28 SP:Iteration 37Q (3670.692769 sec): 3 clusters Score: Raw -1897896.292698 + Penalty 1878.675272 = -1896017.617426 nChanged 22 SP:Iteration 38Q (3670.764091 sec): 3 clusters Score: Raw -1897899.613314 + Penalty 1878.675272 = -1896020.938042 nChanged 27 SP:Iteration 39Q (3670.834749 sec): 3 clusters Score: Raw -1897903.019112 + Penalty 1878.675272 = -1896024.343839 nChanged 16 SP:Iteration 40F (3670.908465 sec): 3 clusters Score: Raw -1897904.315251 + Penalty 1878.675272 = -1896025.639978 nChanged 10 SP:Iteration 41Q (3670.979162 sec): 3 clusters Score: Raw -1897905.138205 + Penalty 1878.675272 = -1896026.462932 nChanged 6 SP:Iteration 42Q (3671.043897 sec): 3 clusters Score: Raw -1897905.909222 + Penalty 1878.675272 = -1896027.233949 nChanged 8 SP:Iteration 43Q (3671.103997 sec): 3 clusters Score: Raw -1897906.936401 + Penalty 1878.675272 = -1896028.261129 nChanged 8 SP:Iteration 44Q (3671.174819 sec): 3 clusters Score: Raw -1897907.487200 + Penalty 1878.675272 = -1896028.811928 nChanged 4 SP:Iteration 45Q (3671.237019 sec): 3 clusters Score: Raw -1897907.754044 + Penalty 1878.675272 = -1896029.078771 nChanged 5 SP:Iteration 46Q (3671.307718 sec): 3 clusters Score: Raw -1897908.016716 + Penalty 1878.675272 = -1896029.341444 nChanged 1 SP:Iteration 47Q (3671.378386 sec): 3 clusters Score: Raw -1897908.111072 + Penalty 1878.675272 = -1896029.435799 nChanged 1 SP:Iteration 48Q (3671.439155 sec): 3 clusters Score: Raw -1897908.147232 + Penalty 1878.675272 = -1896029.471960 nChanged 1 SP:Iteration 49Q (3671.509679 sec): 3 clusters Score: Raw -1897908.226359 + Penalty 1878.675272 = -1896029.551086 nChanged 2 SP:Iteration 50Q (3671.580297 sec): 3 clusters Score: Raw -1897908.509533 + Penalty 1878.675272 = -1896029.834261 nChanged 3 SP:Iteration 51Q (3671.650881 sec): 3 clusters Score: Raw -1897908.678629 + Penalty 1878.675272 = -1896030.003356 nChanged 5 SP:Iteration 52Q (3671.721815 sec): 3 clusters Score: Raw -1897909.203803 + Penalty 1878.675272 = -1896030.528531 nChanged 6 SP:Iteration 53Q (3671.781651 sec): 3 clusters Score: Raw -1897909.699881 + Penalty 1878.675272 = -1896031.024609 nChanged 4 SP:Iteration 54Q (3671.852174 sec): 3 clusters Score: Raw -1897909.918058 + Penalty 1878.675272 = -1896031.242785 nChanged 4 SP:Iteration 55Q (3671.919595 sec): 3 clusters Score: Raw -1897910.368249 + Penalty 1878.675272 = -1896031.692976 nChanged 4 SP:Iteration 56Q (3671.990954 sec): 3 clusters Score: Raw -1897910.481868 + Penalty 1878.675272 = -1896031.806596 nChanged 1 SP:Iteration 57Q (3672.056292 sec): 3 clusters Score: Raw -1897910.563120 + Penalty 1878.675272 = -1896031.887848 nChanged 2 SP:Iteration 58Q (3672.116644 sec): 3 clusters Score: Raw -1897910.637370 + Penalty 1878.675272 = -1896031.962098 nChanged 2 SP:Iteration 59Q (3672.186605 sec): 3 clusters Score: Raw -1897910.828501 + Penalty 1878.675272 = -1896032.153228 nChanged 2 SP:Iteration 60F (3672.255639 sec): 3 clusters Score: Raw -1897910.890147 + Penalty 1878.675272 = -1896032.214875 nChanged 0 Trying to split cluster 30 (12815 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3672.294723 sec): 2 clusters Score: Raw -1209216.079276 + Penalty 898.545306 = -1208317.533971 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3672.353155 sec): 3 clusters Score: Raw -1201393.029867 + Penalty 1797.090611 = -1199595.939256 nChanged 5840 SP:Iteration 1F (3672.407220 sec): 3 clusters Score: Raw -1204762.408402 + Penalty 1797.090611 = -1202965.317790 nChanged 669 SP:Iteration 2F (3672.456901 sec): 3 clusters Score: Raw -1205003.277559 + Penalty 1797.090611 = -1203206.186947 nChanged 554 SP:Iteration 3Q (3672.528642 sec): 3 clusters Score: Raw -1205193.944192 + Penalty 1797.090611 = -1203396.853581 nChanged 491 SP:Iteration 4Q (3672.585530 sec): 3 clusters Score: Raw -1205385.058633 + Penalty 1797.090611 = -1203587.968022 nChanged 510 SP:Iteration 5Q (3672.626829 sec): 3 clusters Score: Raw -1205589.233887 + Penalty 1797.090611 = -1203792.143276 nChanged 540 SP:Iteration 6Q (3672.655352 sec): 3 clusters Score: Raw -1205850.256493 + Penalty 1797.090611 = -1204053.165881 nChanged 573 SP:Iteration 7Q (3672.684075 sec): 3 clusters Score: Raw -1206139.367418 + Penalty 1797.090611 = -1204342.276807 nChanged 581 SP:Iteration 8Q (3672.759026 sec): 3 clusters Score: Raw -1206487.500549 + Penalty 1797.090611 = -1204690.409937 nChanged 632 SP:Iteration 9Q (3672.813833 sec): 3 clusters Score: Raw -1206881.613154 + Penalty 1797.090611 = -1205084.522543 nChanged 605 SP:Iteration 10Q (3672.886903 sec): 3 clusters Score: Raw -1207269.766102 + Penalty 1797.090611 = -1205472.675491 nChanged 544 SP:Iteration 11Q (3672.936570 sec): 3 clusters Score: Raw -1207574.065047 + Penalty 1797.090611 = -1205776.974435 nChanged 449 SP:Iteration 12Q (3673.006934 sec): 3 clusters Score: Raw -1207803.305738 + Penalty 1797.090611 = -1206006.215127 nChanged 352 SP:Iteration 13Q (3673.067729 sec): 3 clusters Score: Raw -1207965.069591 + Penalty 1797.090611 = -1206167.978980 nChanged 275 SP:Iteration 14Q (3673.128284 sec): 3 clusters Score: Raw -1208105.833181 + Penalty 1797.090611 = -1206308.742570 nChanged 251 SP:Iteration 15Q (3673.188897 sec): 3 clusters Score: Raw -1208235.220385 + Penalty 1797.090611 = -1206438.129773 nChanged 220 SP:Iteration 16Q (3673.233943 sec): 3 clusters Score: Raw -1208342.424277 + Penalty 1797.090611 = -1206545.333665 nChanged 206 SP:Iteration 17Q (3673.287317 sec): 3 clusters Score: Raw -1208435.059714 + Penalty 1797.090611 = -1206637.969103 nChanged 176 SP:Iteration 18Q (3673.353207 sec): 3 clusters Score: Raw -1208517.218953 + Penalty 1797.090611 = -1206720.128341 nChanged 172 SP:Iteration 19Q (3673.418613 sec): 3 clusters Score: Raw -1208606.661553 + Penalty 1797.090611 = -1206809.570942 nChanged 185 SP:Iteration 20F (3673.479742 sec): 3 clusters Score: Raw -1208705.133858 + Penalty 1797.090611 = -1206908.043247 nChanged 163 SP:Iteration 21Q (3673.537549 sec): 3 clusters Score: Raw -1208787.231578 + Penalty 1797.090611 = -1206990.140966 nChanged 153 SP:Iteration 22Q (3673.596369 sec): 3 clusters Score: Raw -1208867.274644 + Penalty 1797.090611 = -1207070.184033 nChanged 139 SP:Iteration 23Q (3673.646664 sec): 3 clusters Score: Raw -1208939.389358 + Penalty 1797.090611 = -1207142.298746 nChanged 113 SP:Iteration 24Q (3673.720340 sec): 3 clusters Score: Raw -1208987.128023 + Penalty 1797.090611 = -1207190.037411 nChanged 102 SP:Iteration 25Q (3673.772243 sec): 3 clusters Score: Raw -1209032.162702 + Penalty 1797.090611 = -1207235.072091 nChanged 95 SP:Iteration 26Q (3673.826751 sec): 3 clusters Score: Raw -1209078.203773 + Penalty 1797.090611 = -1207281.113161 nChanged 92 SP:Iteration 27Q (3673.896869 sec): 3 clusters Score: Raw -1209127.195074 + Penalty 1797.090611 = -1207330.104463 nChanged 74 SP:Iteration 28Q (3673.956997 sec): 3 clusters Score: Raw -1209162.486311 + Penalty 1797.090611 = -1207365.395699 nChanged 69 SP:Iteration 29Q (3674.020186 sec): 3 clusters Score: Raw -1209195.464505 + Penalty 1797.090611 = -1207398.373893 nChanged 47 SP:Iteration 30Q (3674.069700 sec): 3 clusters Score: Raw -1209217.383249 + Penalty 1797.090611 = -1207420.292638 nChanged 50 SP:Iteration 31Q (3674.135049 sec): 3 clusters Score: Raw -1209241.091691 + Penalty 1797.090611 = -1207444.001080 nChanged 41 SP:Iteration 32Q (3674.187124 sec): 3 clusters Score: Raw -1209264.589219 + Penalty 1797.090611 = -1207467.498608 nChanged 33 SP:Iteration 33Q (3674.247209 sec): 3 clusters Score: Raw -1209284.627202 + Penalty 1797.090611 = -1207487.536591 nChanged 31 SP:Iteration 34Q (3674.300635 sec): 3 clusters Score: Raw -1209302.851788 + Penalty 1797.090611 = -1207505.761177 nChanged 28 SP:Iteration 35Q (3674.360381 sec): 3 clusters Score: Raw -1209316.736365 + Penalty 1797.090611 = -1207519.645753 nChanged 23 SP:Iteration 36Q (3674.432603 sec): 3 clusters Score: Raw -1209327.299616 + Penalty 1797.090611 = -1207530.209005 nChanged 15 SP:Iteration 37Q (3674.493665 sec): 3 clusters Score: Raw -1209339.781519 + Penalty 1797.090611 = -1207542.690907 nChanged 14 SP:Iteration 38Q (3674.552653 sec): 3 clusters Score: Raw -1209349.344549 + Penalty 1797.090611 = -1207552.253938 nChanged 9 SP:Iteration 39Q (3674.609099 sec): 3 clusters Score: Raw -1209352.385604 + Penalty 1797.090611 = -1207555.294993 nChanged 5 SP:Iteration 40F (3674.667913 sec): 3 clusters Score: Raw -1209354.126623 + Penalty 1797.090611 = -1207557.036012 nChanged 2 SP:Iteration 41Q (3674.729393 sec): 3 clusters Score: Raw -1209354.836205 + Penalty 1797.090611 = -1207557.745593 nChanged 0 SP:Iteration 42F (3674.787110 sec): 3 clusters Score: Raw -1209354.836205 + Penalty 1797.090611 = -1207557.745593 nChanged 0 Trying to split cluster 31 (9216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3674.824696 sec): 2 clusters Score: Raw -850657.253988 + Penalty 867.226156 = -849790.027832 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3674.882092 sec): 3 clusters Score: Raw -845253.361274 + Penalty 1734.452313 = -843518.908961 nChanged 4140 SP:Iteration 1F (3674.941646 sec): 3 clusters Score: Raw -847541.076457 + Penalty 1734.452313 = -845806.624144 nChanged 539 SP:Iteration 2F (3674.989019 sec): 3 clusters Score: Raw -847785.682767 + Penalty 1734.452313 = -846051.230455 nChanged 494 SP:Iteration 3F (3675.052679 sec): 3 clusters Score: Raw -848012.397855 + Penalty 1734.452313 = -846277.945542 nChanged 488 SP:Iteration 4F (3675.105538 sec): 3 clusters Score: Raw -848261.900884 + Penalty 1734.452313 = -846527.448572 nChanged 510 SP:Iteration 5F (3675.163297 sec): 3 clusters Score: Raw -848585.233750 + Penalty 1734.452313 = -846850.781437 nChanged 538 SP:Iteration 6F (3675.219913 sec): 3 clusters Score: Raw -849003.332649 + Penalty 1734.452313 = -847268.880336 nChanged 554 SP:Iteration 7F (3675.275220 sec): 3 clusters Score: Raw -849485.432153 + Penalty 1734.452313 = -847750.979841 nChanged 481 SP:Iteration 8F (3675.332423 sec): 3 clusters Score: Raw -849910.992547 + Penalty 1734.452313 = -848176.540234 nChanged 358 SP:Iteration 9Q (3675.391732 sec): 3 clusters Score: Raw -850213.584547 + Penalty 1734.452313 = -848479.132234 nChanged 246 SP:Iteration 10Q (3675.456201 sec): 3 clusters Score: Raw -850435.190720 + Penalty 1734.452313 = -848700.738407 nChanged 134 SP:Iteration 11Q (3675.502177 sec): 3 clusters Score: Raw -850541.937544 + Penalty 1734.452313 = -848807.485231 nChanged 82 SP:Iteration 12Q (3675.566937 sec): 3 clusters Score: Raw -850611.546872 + Penalty 1734.452313 = -848877.094559 nChanged 66 SP:Iteration 13Q (3675.627870 sec): 3 clusters Score: Raw -850667.193767 + Penalty 1734.452313 = -848932.741454 nChanged 39 SP:Iteration 14Q (3675.674279 sec): 3 clusters Score: Raw -850700.045123 + Penalty 1734.452313 = -848965.592810 nChanged 30 SP:Iteration 15Q (3675.738603 sec): 3 clusters Score: Raw -850721.051894 + Penalty 1734.452313 = -848986.599582 nChanged 18 SP:Iteration 16Q (3675.788820 sec): 3 clusters Score: Raw -850734.262836 + Penalty 1734.452313 = -848999.810523 nChanged 10 SP:Iteration 17Q (3675.833773 sec): 3 clusters Score: Raw -850745.320899 + Penalty 1734.452313 = -849010.868586 nChanged 6 SP:Iteration 18Q (3675.899955 sec): 3 clusters Score: Raw -850749.835141 + Penalty 1734.452313 = -849015.382828 nChanged 5 SP:Iteration 19Q (3675.956943 sec): 3 clusters Score: Raw -850754.915051 + Penalty 1734.452313 = -849020.462739 nChanged 3 SP:Iteration 20F (3675.998701 sec): 3 clusters Score: Raw -850757.153677 + Penalty 1734.452313 = -849022.701364 nChanged 2 SP:Iteration 21Q (3676.061613 sec): 3 clusters Score: Raw -850759.029918 + Penalty 1734.452313 = -849024.577606 nChanged 1 SP:Iteration 22Q (3676.119456 sec): 3 clusters Score: Raw -850759.788200 + Penalty 1734.452313 = -849025.335888 nChanged 1 SP:Iteration 23Q (3676.174548 sec): 3 clusters Score: Raw -850760.612747 + Penalty 1734.452313 = -849026.160434 nChanged 1 SP:Iteration 24Q (3676.228404 sec): 3 clusters Score: Raw -850761.399151 + Penalty 1734.452313 = -849026.946838 nChanged 1 SP:Iteration 25Q (3676.285427 sec): 3 clusters Score: Raw -850762.178052 + Penalty 1734.452313 = -849027.725739 nChanged 1 SP:Iteration 26Q (3676.331253 sec): 3 clusters Score: Raw -850762.627673 + Penalty 1734.452313 = -849028.175360 nChanged 1 SP:Iteration 27Q (3676.352202 sec): 3 clusters Score: Raw -850763.413207 + Penalty 1734.452313 = -849028.960894 nChanged 1 SP:Iteration 28Q (3676.408403 sec): 3 clusters Score: Raw -850765.262210 + Penalty 1734.452313 = -849030.809897 nChanged 3 SP:Iteration 29Q (3676.466654 sec): 3 clusters Score: Raw -850767.411430 + Penalty 1734.452313 = -849032.959118 nChanged 1 SP:Iteration 30Q (3676.515089 sec): 3 clusters Score: Raw -850768.687271 + Penalty 1734.452313 = -849034.234958 nChanged 2 SP:Iteration 31Q (3676.581372 sec): 3 clusters Score: Raw -850769.704368 + Penalty 1734.452313 = -849035.252055 nChanged 0 SP:Iteration 32F (3676.631590 sec): 3 clusters Score: Raw -850769.704368 + Penalty 1734.452313 = -849035.252055 nChanged 0 Trying to split cluster 32 (2549 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3676.658840 sec): 2 clusters Score: Raw -246428.816562 + Penalty 745.128358 = -245683.688203 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3676.720275 sec): 3 clusters Score: Raw -245147.386675 + Penalty 1490.256717 = -243657.129958 nChanged 990 SP:Iteration 1F (3676.771097 sec): 3 clusters Score: Raw -245690.961666 + Penalty 1490.256717 = -244200.704949 nChanged 172 SP:Iteration 2F (3676.821152 sec): 3 clusters Score: Raw -245785.042526 + Penalty 1490.256717 = -244294.785809 nChanged 144 SP:Iteration 3F (3676.867225 sec): 3 clusters Score: Raw -245881.193491 + Penalty 1490.256717 = -244390.936774 nChanged 135 SP:Iteration 4F (3676.915342 sec): 3 clusters Score: Raw -245974.861078 + Penalty 1490.256717 = -244484.604361 nChanged 128 SP:Iteration 5F (3676.954118 sec): 3 clusters Score: Raw -246050.382234 + Penalty 1490.256717 = -244560.125517 nChanged 87 SP:Iteration 6Q (3677.005743 sec): 3 clusters Score: Raw -246102.276835 + Penalty 1490.256717 = -244612.020118 nChanged 87 SP:Iteration 7Q (3677.056552 sec): 3 clusters Score: Raw -246153.997470 + Penalty 1490.256717 = -244663.740754 nChanged 90 SP:Iteration 8Q (3677.112021 sec): 3 clusters Score: Raw -246220.056582 + Penalty 1490.256717 = -244729.799865 nChanged 104 SP:Iteration 9Q (3677.145548 sec): 3 clusters Score: Raw -246299.334992 + Penalty 1490.256717 = -244809.078275 nChanged 85 SP:Iteration 10Q (3677.190671 sec): 3 clusters Score: Raw -246363.990287 + Penalty 1490.256717 = -244873.733570 nChanged 68 SP:Iteration 11Q (3677.232852 sec): 3 clusters Score: Raw -246416.857767 + Penalty 1490.256717 = -244926.601050 nChanged 54 SP:Iteration 12Q (3677.276406 sec): 3 clusters Score: Raw -246457.535331 + Penalty 1490.256717 = -244967.278614 nChanged 43 SP:Iteration 13Q (3677.320955 sec): 3 clusters Score: Raw -246483.402852 + Penalty 1490.256717 = -244993.146135 nChanged 29 SP:Iteration 14Q (3677.370836 sec): 3 clusters Score: Raw -246501.048630 + Penalty 1490.256717 = -245010.791913 nChanged 25 SP:Iteration 15Q (3677.417638 sec): 3 clusters Score: Raw -246520.288575 + Penalty 1490.256717 = -245030.031859 nChanged 31 SP:Iteration 16Q (3677.468972 sec): 3 clusters Score: Raw -246542.706675 + Penalty 1490.256717 = -245052.449958 nChanged 22 SP:Iteration 17Q (3677.520225 sec): 3 clusters Score: Raw -246555.602472 + Penalty 1490.256717 = -245065.345755 nChanged 20 SP:Iteration 18Q (3677.571532 sec): 3 clusters Score: Raw -246568.433442 + Penalty 1490.256717 = -245078.176725 nChanged 13 SP:Iteration 19Q (3677.622619 sec): 3 clusters Score: Raw -246575.155819 + Penalty 1490.256717 = -245084.899102 nChanged 6 SP:Iteration 20F (3677.669449 sec): 3 clusters Score: Raw -246578.874371 + Penalty 1490.256717 = -245088.617654 nChanged 6 SP:Iteration 21Q (3677.720415 sec): 3 clusters Score: Raw -246583.917264 + Penalty 1490.256717 = -245093.660547 nChanged 8 SP:Iteration 22Q (3677.771646 sec): 3 clusters Score: Raw -246591.986089 + Penalty 1490.256717 = -245101.729372 nChanged 11 SP:Iteration 23Q (3677.822731 sec): 3 clusters Score: Raw -246602.935193 + Penalty 1490.256717 = -245112.678476 nChanged 11 SP:Iteration 24Q (3677.873807 sec): 3 clusters Score: Raw -246609.199339 + Penalty 1490.256717 = -245118.942622 nChanged 11 SP:Iteration 25Q (3677.924964 sec): 3 clusters Score: Raw -246615.364872 + Penalty 1490.256717 = -245125.108155 nChanged 5 SP:Iteration 26Q (3677.971425 sec): 3 clusters Score: Raw -246618.321693 + Penalty 1490.256717 = -245128.064976 nChanged 7 SP:Iteration 27Q (3678.022476 sec): 3 clusters Score: Raw -246621.205601 + Penalty 1490.256717 = -245130.948884 nChanged 3 SP:Iteration 28Q (3678.067342 sec): 3 clusters Score: Raw -246622.734578 + Penalty 1490.256717 = -245132.477861 nChanged 2 SP:Iteration 29Q (3678.118405 sec): 3 clusters Score: Raw -246623.539155 + Penalty 1490.256717 = -245133.282438 nChanged 2 SP:Iteration 30Q (3678.165939 sec): 3 clusters Score: Raw -246625.000207 + Penalty 1490.256717 = -245134.743490 nChanged 2 SP:Iteration 31Q (3678.226749 sec): 3 clusters Score: Raw -246625.845032 + Penalty 1490.256717 = -245135.588315 nChanged 2 SP:Iteration 32Q (3678.277570 sec): 3 clusters Score: Raw -246626.580610 + Penalty 1490.256717 = -245136.323893 nChanged 1 SP:Iteration 33Q (3678.307050 sec): 3 clusters Score: Raw -246627.597509 + Penalty 1490.256717 = -245137.340792 nChanged 1 SP:Iteration 34Q (3678.358124 sec): 3 clusters Score: Raw -246628.891131 + Penalty 1490.256717 = -245138.634414 nChanged 3 SP:Iteration 35Q (3678.404210 sec): 3 clusters Score: Raw -246630.315412 + Penalty 1490.256717 = -245140.058695 nChanged 2 SP:Iteration 36Q (3678.448184 sec): 3 clusters Score: Raw -246632.189622 + Penalty 1490.256717 = -245141.932905 nChanged 2 SP:Iteration 37Q (3678.500758 sec): 3 clusters Score: Raw -246633.823573 + Penalty 1490.256717 = -245143.566856 nChanged 2 SP:Iteration 38Q (3678.546084 sec): 3 clusters Score: Raw -246634.298065 + Penalty 1490.256717 = -245144.041348 nChanged 0 SP:Iteration 39F (3678.598114 sec): 3 clusters Score: Raw -246634.298065 + Penalty 1490.256717 = -245144.041348 nChanged 0 Trying to split cluster 33 (3361 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3678.628604 sec): 2 clusters Score: Raw -290626.601236 + Penalty 771.399414 = -289855.201823 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3678.680416 sec): 3 clusters Score: Raw -288856.904379 + Penalty 1542.798827 = -287314.105552 nChanged 1410 SP:Iteration 1F (3678.728910 sec): 3 clusters Score: Raw -289724.459252 + Penalty 1542.798827 = -288181.660424 nChanged 291 SP:Iteration 2F (3678.780419 sec): 3 clusters Score: Raw -289949.812348 + Penalty 1542.798827 = -288407.013520 nChanged 264 SP:Iteration 3F (3678.831909 sec): 3 clusters Score: Raw -290215.974388 + Penalty 1542.798827 = -288673.175561 nChanged 288 SP:Iteration 4F (3678.876816 sec): 3 clusters Score: Raw -290506.998563 + Penalty 1542.798827 = -288964.199736 nChanged 233 SP:Iteration 5F (3678.928383 sec): 3 clusters Score: Raw -290725.269636 + Penalty 1542.798827 = -289182.470809 nChanged 174 SP:Iteration 6F (3678.979834 sec): 3 clusters Score: Raw -290887.770468 + Penalty 1542.798827 = -289344.971640 nChanged 140 SP:Iteration 7Q (3679.031297 sec): 3 clusters Score: Raw -291007.571150 + Penalty 1542.798827 = -289464.772323 nChanged 95 SP:Iteration 8Q (3679.082762 sec): 3 clusters Score: Raw -291080.036629 + Penalty 1542.798827 = -289537.237802 nChanged 76 SP:Iteration 9Q (3679.134247 sec): 3 clusters Score: Raw -291130.319463 + Penalty 1542.798827 = -289587.520636 nChanged 59 SP:Iteration 10Q (3679.185327 sec): 3 clusters Score: Raw -291173.942427 + Penalty 1542.798827 = -289631.143600 nChanged 56 SP:Iteration 11Q (3679.233100 sec): 3 clusters Score: Raw -291215.806558 + Penalty 1542.798827 = -289673.007730 nChanged 42 SP:Iteration 12Q (3679.284367 sec): 3 clusters Score: Raw -291236.490922 + Penalty 1542.798827 = -289693.692095 nChanged 22 SP:Iteration 13Q (3679.335431 sec): 3 clusters Score: Raw -291244.476122 + Penalty 1542.798827 = -289701.677295 nChanged 20 SP:Iteration 14Q (3679.379088 sec): 3 clusters Score: Raw -291252.913453 + Penalty 1542.798827 = -289710.114626 nChanged 14 SP:Iteration 15Q (3679.430335 sec): 3 clusters Score: Raw -291257.835896 + Penalty 1542.798827 = -289715.037068 nChanged 15 SP:Iteration 16Q (3679.478515 sec): 3 clusters Score: Raw -291261.191173 + Penalty 1542.798827 = -289718.392346 nChanged 9 SP:Iteration 17Q (3679.521065 sec): 3 clusters Score: Raw -291262.944306 + Penalty 1542.798827 = -289720.145479 nChanged 5 SP:Iteration 18Q (3679.572225 sec): 3 clusters Score: Raw -291263.655790 + Penalty 1542.798827 = -289720.856962 nChanged 2 SP:Iteration 19Q (3679.623572 sec): 3 clusters Score: Raw -291263.918356 + Penalty 1542.798827 = -289721.119529 nChanged 1 SP:Iteration 20F (3679.675100 sec): 3 clusters Score: Raw -291264.236708 + Penalty 1542.798827 = -289721.437880 nChanged 2 SP:Iteration 21Q (3679.726164 sec): 3 clusters Score: Raw -291264.348361 + Penalty 1542.798827 = -289721.549534 nChanged 0 SP:Iteration 22F (3679.772366 sec): 3 clusters Score: Raw -291264.348361 + Penalty 1542.798827 = -289721.549534 nChanged 0 Trying to split cluster 34 (288849 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3680.093338 sec): 2 clusters Score: Raw -27563634.552363 + Penalty 1194.497637 = -27562440.054726 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3680.501493 sec): 3 clusters Score: Raw -27369063.353366 + Penalty 2388.995274 = -27366674.358092 nChanged 141611 SP:Iteration 1F (3680.921538 sec): 3 clusters Score: Raw -27454875.709597 + Penalty 2388.995274 = -27452486.714323 nChanged 9986 SP:Iteration 2Q (3681.361876 sec): 3 clusters Score: Raw -27457658.582112 + Penalty 2388.995274 = -27455269.586837 nChanged 11510 SP:Iteration 3Q (3681.797974 sec): 3 clusters Score: Raw -27461543.341855 + Penalty 2388.995274 = -27459154.346581 nChanged 13069 SP:Iteration 4Q (3682.222319 sec): 3 clusters Score: Raw -27466920.154189 + Penalty 2388.995274 = -27464531.158915 nChanged 14771 SP:Iteration 5F (3682.620169 sec): 3 clusters Score: Raw -27474365.852715 + Penalty 2388.995274 = -27471976.857441 nChanged 16270 SP:Iteration 6F (3683.035286 sec): 3 clusters Score: Raw -27483981.670239 + Penalty 2388.995274 = -27481592.674965 nChanged 16789 SP:Iteration 7F (3683.433504 sec): 3 clusters Score: Raw -27495146.563504 + Penalty 2388.995274 = -27492757.568230 nChanged 16259 SP:Iteration 8F (3683.855246 sec): 3 clusters Score: Raw -27506715.725359 + Penalty 2388.995274 = -27504326.730085 nChanged 14305 SP:Iteration 9Q (3684.280796 sec): 3 clusters Score: Raw -27516122.003184 + Penalty 2388.995274 = -27513733.007910 nChanged 11251 SP:Iteration 10Q (3684.683067 sec): 3 clusters Score: Raw -27521706.558691 + Penalty 2388.995274 = -27519317.563417 nChanged 7747 SP:Iteration 11Q (3685.089102 sec): 3 clusters Score: Raw -27524667.715986 + Penalty 2388.995274 = -27522278.720711 nChanged 5814 SP:Iteration 12Q (3685.474221 sec): 3 clusters Score: Raw -27526694.681244 + Penalty 2388.995274 = -27524305.685970 nChanged 5450 SP:Iteration 13Q (3685.855918 sec): 3 clusters Score: Raw -27528647.326994 + Penalty 2388.995274 = -27526258.331720 nChanged 5620 SP:Iteration 14Q (3686.252834 sec): 3 clusters Score: Raw -27530747.643679 + Penalty 2388.995274 = -27528358.648405 nChanged 5776 SP:Iteration 15Q (3686.659374 sec): 3 clusters Score: Raw -27533114.013141 + Penalty 2388.995274 = -27530725.017866 nChanged 6026 SP:Iteration 16Q (3687.026940 sec): 3 clusters Score: Raw -27535784.890888 + Penalty 2388.995274 = -27533395.895613 nChanged 6012 SP:Iteration 17Q (3687.416376 sec): 3 clusters Score: Raw -27538615.321317 + Penalty 2388.995274 = -27536226.326042 nChanged 5916 SP:Iteration 18Q (3687.809337 sec): 3 clusters Score: Raw -27541612.636883 + Penalty 2388.995274 = -27539223.641609 nChanged 5785 SP:Iteration 19Q (3688.187461 sec): 3 clusters Score: Raw -27544824.461334 + Penalty 2388.995274 = -27542435.466059 nChanged 5527 SP:Iteration 20F (3688.575056 sec): 3 clusters Score: Raw -27548081.702180 + Penalty 2388.995274 = -27545692.706906 nChanged 5075 SP:Iteration 21Q (3688.946507 sec): 3 clusters Score: Raw -27551259.982608 + Penalty 2388.995274 = -27548870.987333 nChanged 4560 SP:Iteration 22Q (3689.311124 sec): 3 clusters Score: Raw -27554267.979862 + Penalty 2388.995274 = -27551878.984588 nChanged 3897 SP:Iteration 23Q (3689.667445 sec): 3 clusters Score: Raw -27556959.728680 + Penalty 2388.995274 = -27554570.733405 nChanged 3160 SP:Iteration 24Q (3690.025528 sec): 3 clusters Score: Raw -27559204.804993 + Penalty 2388.995274 = -27556815.809719 nChanged 2370 SP:Iteration 25Q (3690.359801 sec): 3 clusters Score: Raw -27560889.537495 + Penalty 2388.995274 = -27558500.542221 nChanged 1686 SP:Iteration 26Q (3690.686416 sec): 3 clusters Score: Raw -27562061.353009 + Penalty 2388.995274 = -27559672.357735 nChanged 1100 SP:Iteration 27Q (3691.002583 sec): 3 clusters Score: Raw -27562785.474110 + Penalty 2388.995274 = -27560396.478836 nChanged 644 SP:Iteration 28Q (3691.323493 sec): 3 clusters Score: Raw -27563177.485768 + Penalty 2388.995274 = -27560788.490494 nChanged 389 SP:Iteration 29Q (3691.652169 sec): 3 clusters Score: Raw -27563418.583581 + Penalty 2388.995274 = -27561029.588307 nChanged 217 SP:Iteration 30Q (3691.990755 sec): 3 clusters Score: Raw -27563552.034218 + Penalty 2388.995274 = -27561163.038944 nChanged 137 SP:Iteration 31Q (3692.296286 sec): 3 clusters Score: Raw -27563635.397074 + Penalty 2388.995274 = -27561246.401800 nChanged 99 SP:Iteration 32Q (3692.632579 sec): 3 clusters Score: Raw -27563705.010262 + Penalty 2388.995274 = -27561316.014988 nChanged 66 SP:Iteration 33Q (3692.957203 sec): 3 clusters Score: Raw -27563749.947228 + Penalty 2388.995274 = -27561360.951953 nChanged 45 SP:Iteration 34Q (3693.260066 sec): 3 clusters Score: Raw -27563776.061317 + Penalty 2388.995274 = -27561387.066043 nChanged 37 SP:Iteration 35Q (3693.605152 sec): 3 clusters Score: Raw -27563797.722113 + Penalty 2388.995274 = -27561408.726839 nChanged 27 SP:Iteration 36Q (3693.935645 sec): 3 clusters Score: Raw -27563813.348070 + Penalty 2388.995274 = -27561424.352795 nChanged 24 SP:Iteration 37Q (3694.266756 sec): 3 clusters Score: Raw -27563824.989601 + Penalty 2388.995274 = -27561435.994327 nChanged 17 SP:Iteration 38Q (3694.594736 sec): 3 clusters Score: Raw -27563837.323542 + Penalty 2388.995274 = -27561448.328267 nChanged 16 SP:Iteration 39Q (3694.923650 sec): 3 clusters Score: Raw -27563845.853937 + Penalty 2388.995274 = -27561456.858663 nChanged 11 SP:Iteration 40F (3695.338187 sec): 3 clusters Score: Raw -27563853.205326 + Penalty 2388.995274 = -27561464.210051 nChanged 10 SP:Iteration 41Q (3695.710918 sec): 3 clusters Score: Raw -27563859.030287 + Penalty 2388.995274 = -27561470.035013 nChanged 8 SP:Iteration 42Q (3696.054215 sec): 3 clusters Score: Raw -27563864.432113 + Penalty 2388.995274 = -27561475.436838 nChanged 9 SP:Iteration 43Q (3696.407164 sec): 3 clusters Score: Raw -27563869.315650 + Penalty 2388.995274 = -27561480.320375 nChanged 8 SP:Iteration 44Q (3696.733077 sec): 3 clusters Score: Raw -27563874.444591 + Penalty 2388.995274 = -27561485.449316 nChanged 6 SP:Iteration 45Q (3697.067539 sec): 3 clusters Score: Raw -27563879.261010 + Penalty 2388.995274 = -27561490.265736 nChanged 5 SP:Iteration 46Q (3697.402848 sec): 3 clusters Score: Raw -27563883.024693 + Penalty 2388.995274 = -27561494.029418 nChanged 5 SP:Iteration 47Q (3697.716292 sec): 3 clusters Score: Raw -27563885.454997 + Penalty 2388.995274 = -27561496.459723 nChanged 0 SP:Iteration 48F (3698.121534 sec): 3 clusters Score: Raw -27563885.454997 + Penalty 2388.995274 = -27561496.459723 nChanged 0 Trying to split cluster 35 (2559 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3698.174307 sec): 2 clusters Score: Raw -203625.421154 + Penalty 745.500324 = -202879.920830 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3698.225646 sec): 3 clusters Score: Raw -202342.339981 + Penalty 1491.000649 = -200851.339332 nChanged 1028 SP:Iteration 1F (3698.265297 sec): 3 clusters Score: Raw -202971.506368 + Penalty 1491.000649 = -201480.505719 nChanged 233 SP:Iteration 2F (3698.297850 sec): 3 clusters Score: Raw -203138.902752 + Penalty 1491.000649 = -201647.902103 nChanged 168 SP:Iteration 3F (3698.338961 sec): 3 clusters Score: Raw -203266.263925 + Penalty 1491.000649 = -201775.263276 nChanged 140 SP:Iteration 4F (3698.395294 sec): 3 clusters Score: Raw -203370.455763 + Penalty 1491.000649 = -201879.455114 nChanged 108 SP:Iteration 5Q (3698.447022 sec): 3 clusters Score: Raw -203437.682173 + Penalty 1491.000649 = -201946.681524 nChanged 94 SP:Iteration 6Q (3698.496147 sec): 3 clusters Score: Raw -203506.890389 + Penalty 1491.000649 = -202015.889741 nChanged 75 SP:Iteration 7Q (3698.542179 sec): 3 clusters Score: Raw -203552.887306 + Penalty 1491.000649 = -202061.886657 nChanged 68 SP:Iteration 8Q (3698.589034 sec): 3 clusters Score: Raw -203589.349128 + Penalty 1491.000649 = -202098.348479 nChanged 61 SP:Iteration 9Q (3698.636852 sec): 3 clusters Score: Raw -203629.282179 + Penalty 1491.000649 = -202138.281531 nChanged 54 SP:Iteration 10Q (3698.681849 sec): 3 clusters Score: Raw -203659.114030 + Penalty 1491.000649 = -202168.113382 nChanged 44 SP:Iteration 11Q (3698.720753 sec): 3 clusters Score: Raw -203684.141084 + Penalty 1491.000649 = -202193.140435 nChanged 36 SP:Iteration 12Q (3698.758715 sec): 3 clusters Score: Raw -203700.761880 + Penalty 1491.000649 = -202209.761231 nChanged 37 SP:Iteration 13Q (3698.805629 sec): 3 clusters Score: Raw -203716.094073 + Penalty 1491.000649 = -202225.093424 nChanged 36 SP:Iteration 14Q (3698.854401 sec): 3 clusters Score: Raw -203730.807899 + Penalty 1491.000649 = -202239.807250 nChanged 40 SP:Iteration 15Q (3698.905736 sec): 3 clusters Score: Raw -203749.220228 + Penalty 1491.000649 = -202258.219579 nChanged 36 SP:Iteration 16Q (3698.948725 sec): 3 clusters Score: Raw -203769.479627 + Penalty 1491.000649 = -202278.478979 nChanged 41 SP:Iteration 17Q (3698.997362 sec): 3 clusters Score: Raw -203788.388936 + Penalty 1491.000649 = -202297.388287 nChanged 33 SP:Iteration 18Q (3699.046813 sec): 3 clusters Score: Raw -203802.015650 + Penalty 1491.000649 = -202311.015001 nChanged 31 SP:Iteration 19Q (3699.096336 sec): 3 clusters Score: Raw -203817.711569 + Penalty 1491.000649 = -202326.710920 nChanged 25 SP:Iteration 20F (3699.146415 sec): 3 clusters Score: Raw -203827.352234 + Penalty 1491.000649 = -202336.351585 nChanged 16 SP:Iteration 21Q (3699.188071 sec): 3 clusters Score: Raw -203831.835257 + Penalty 1491.000649 = -202340.834608 nChanged 15 SP:Iteration 22Q (3699.233674 sec): 3 clusters Score: Raw -203836.792935 + Penalty 1491.000649 = -202345.792287 nChanged 17 SP:Iteration 23Q (3699.278586 sec): 3 clusters Score: Raw -203841.765466 + Penalty 1491.000649 = -202350.764817 nChanged 12 SP:Iteration 24Q (3699.335035 sec): 3 clusters Score: Raw -203845.009247 + Penalty 1491.000649 = -202354.008598 nChanged 10 SP:Iteration 25Q (3699.377687 sec): 3 clusters Score: Raw -203849.491074 + Penalty 1491.000649 = -202358.490425 nChanged 11 SP:Iteration 26Q (3699.428181 sec): 3 clusters Score: Raw -203852.482820 + Penalty 1491.000649 = -202361.482171 nChanged 6 SP:Iteration 27Q (3699.469239 sec): 3 clusters Score: Raw -203853.659243 + Penalty 1491.000649 = -202362.658594 nChanged 6 SP:Iteration 28Q (3699.520930 sec): 3 clusters Score: Raw -203854.560852 + Penalty 1491.000649 = -202363.560203 nChanged 5 SP:Iteration 29Q (3699.571600 sec): 3 clusters Score: Raw -203855.431291 + Penalty 1491.000649 = -202364.430642 nChanged 5 SP:Iteration 30Q (3699.621570 sec): 3 clusters Score: Raw -203856.518513 + Penalty 1491.000649 = -202365.517864 nChanged 7 SP:Iteration 31Q (3699.673300 sec): 3 clusters Score: Raw -203858.915730 + Penalty 1491.000649 = -202367.915081 nChanged 12 SP:Iteration 32Q (3699.725366 sec): 3 clusters Score: Raw -203861.846271 + Penalty 1491.000649 = -202370.845622 nChanged 11 SP:Iteration 33Q (3699.770703 sec): 3 clusters Score: Raw -203864.177197 + Penalty 1491.000649 = -202373.176548 nChanged 9 SP:Iteration 34Q (3699.817814 sec): 3 clusters Score: Raw -203866.961624 + Penalty 1491.000649 = -202375.960975 nChanged 6 SP:Iteration 35Q (3699.869201 sec): 3 clusters Score: Raw -203868.413701 + Penalty 1491.000649 = -202377.413052 nChanged 11 SP:Iteration 36Q (3699.915381 sec): 3 clusters Score: Raw -203870.585539 + Penalty 1491.000649 = -202379.584890 nChanged 6 SP:Iteration 37Q (3699.968817 sec): 3 clusters Score: Raw -203871.722054 + Penalty 1491.000649 = -202380.721405 nChanged 6 SP:Iteration 38Q (3700.011277 sec): 3 clusters Score: Raw -203872.816179 + Penalty 1491.000649 = -202381.815530 nChanged 4 SP:Iteration 39Q (3700.063805 sec): 3 clusters Score: Raw -203873.377424 + Penalty 1491.000649 = -202382.376775 nChanged 2 SP:Iteration 40F (3700.110038 sec): 3 clusters Score: Raw -203873.847640 + Penalty 1491.000649 = -202382.846992 nChanged 4 SP:Iteration 41Q (3700.148309 sec): 3 clusters Score: Raw -203874.648153 + Penalty 1491.000649 = -202383.647504 nChanged 4 SP:Iteration 42Q (3700.190105 sec): 3 clusters Score: Raw -203875.266793 + Penalty 1491.000649 = -202384.266144 nChanged 2 SP:Iteration 43Q (3700.250796 sec): 3 clusters Score: Raw -203875.392437 + Penalty 1491.000649 = -202384.391789 nChanged 3 SP:Iteration 44Q (3700.302100 sec): 3 clusters Score: Raw -203875.749902 + Penalty 1491.000649 = -202384.749254 nChanged 5 SP:Iteration 45Q (3700.341881 sec): 3 clusters Score: Raw -203876.557528 + Penalty 1491.000649 = -202385.556879 nChanged 5 SP:Iteration 46Q (3700.400575 sec): 3 clusters Score: Raw -203877.177520 + Penalty 1491.000649 = -202386.176871 nChanged 5 SP:Iteration 47Q (3700.440722 sec): 3 clusters Score: Raw -203878.037075 + Penalty 1491.000649 = -202387.036426 nChanged 2 SP:Iteration 48Q (3700.499697 sec): 3 clusters Score: Raw -203878.220168 + Penalty 1491.000649 = -202387.219519 nChanged 1 SP:Iteration 49Q (3700.549133 sec): 3 clusters Score: Raw -203878.547393 + Penalty 1491.000649 = -202387.546744 nChanged 2 SP:Iteration 50Q (3700.602936 sec): 3 clusters Score: Raw -203878.896566 + Penalty 1491.000649 = -202387.895917 nChanged 2 SP:Iteration 51Q (3700.649261 sec): 3 clusters Score: Raw -203879.123998 + Penalty 1491.000649 = -202388.123349 nChanged 0 SP:Iteration 52F (3700.694353 sec): 3 clusters Score: Raw -203879.123998 + Penalty 1491.000649 = -202388.123349 nChanged 0 Trying to split cluster 36 (1863 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3700.729156 sec): 2 clusters Score: Raw -163808.438731 + Penalty 715.344620 = -163093.094111 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3700.778176 sec): 3 clusters Score: Raw -162921.701651 + Penalty 1430.689240 = -161491.012411 nChanged 704 SP:Iteration 1F (3700.826605 sec): 3 clusters Score: Raw -163421.301394 + Penalty 1430.689240 = -161990.612153 nChanged 179 SP:Iteration 2F (3700.864239 sec): 3 clusters Score: Raw -163587.174772 + Penalty 1430.689240 = -162156.485531 nChanged 138 SP:Iteration 3F (3700.906771 sec): 3 clusters Score: Raw -163702.714280 + Penalty 1430.689240 = -162272.025039 nChanged 92 SP:Iteration 4Q (3700.953513 sec): 3 clusters Score: Raw -163764.900372 + Penalty 1430.689240 = -162334.211132 nChanged 63 SP:Iteration 5Q (3701.000539 sec): 3 clusters Score: Raw -163808.346157 + Penalty 1430.689240 = -162377.656916 nChanged 43 SP:Iteration 6Q (3701.036860 sec): 3 clusters Score: Raw -163834.232579 + Penalty 1430.689240 = -162403.543338 nChanged 43 SP:Iteration 7Q (3701.084357 sec): 3 clusters Score: Raw -163858.611179 + Penalty 1430.689240 = -162427.921939 nChanged 32 SP:Iteration 8Q (3701.127942 sec): 3 clusters Score: Raw -163870.288007 + Penalty 1430.689240 = -162439.598766 nChanged 17 SP:Iteration 9Q (3701.178708 sec): 3 clusters Score: Raw -163878.090357 + Penalty 1430.689240 = -162447.401117 nChanged 18 SP:Iteration 10Q (3701.229347 sec): 3 clusters Score: Raw -163889.970960 + Penalty 1430.689240 = -162459.281720 nChanged 14 SP:Iteration 11Q (3701.277261 sec): 3 clusters Score: Raw -163899.117604 + Penalty 1430.689240 = -162468.428363 nChanged 16 SP:Iteration 12Q (3701.327815 sec): 3 clusters Score: Raw -163907.847038 + Penalty 1430.689240 = -162477.157798 nChanged 19 SP:Iteration 13Q (3701.386126 sec): 3 clusters Score: Raw -163919.402319 + Penalty 1430.689240 = -162488.713078 nChanged 23 SP:Iteration 14Q (3701.416466 sec): 3 clusters Score: Raw -163930.567946 + Penalty 1430.689240 = -162499.878706 nChanged 12 SP:Iteration 15Q (3701.467053 sec): 3 clusters Score: Raw -163935.825854 + Penalty 1430.689240 = -162505.136614 nChanged 8 SP:Iteration 16Q (3701.513401 sec): 3 clusters Score: Raw -163941.455425 + Penalty 1430.689240 = -162510.766184 nChanged 7 SP:Iteration 17Q (3701.575862 sec): 3 clusters Score: Raw -163944.251119 + Penalty 1430.689240 = -162513.561879 nChanged 5 SP:Iteration 18Q (3701.615384 sec): 3 clusters Score: Raw -163946.705708 + Penalty 1430.689240 = -162516.016467 nChanged 6 SP:Iteration 19Q (3701.666857 sec): 3 clusters Score: Raw -163950.411139 + Penalty 1430.689240 = -162519.721898 nChanged 10 SP:Iteration 20F (3701.717488 sec): 3 clusters Score: Raw -163954.575740 + Penalty 1430.689240 = -162523.886500 nChanged 7 SP:Iteration 21Q (3701.757952 sec): 3 clusters Score: Raw -163958.162248 + Penalty 1430.689240 = -162527.473008 nChanged 5 SP:Iteration 22Q (3701.808604 sec): 3 clusters Score: Raw -163960.845067 + Penalty 1430.689240 = -162530.155827 nChanged 7 SP:Iteration 23Q (3701.859343 sec): 3 clusters Score: Raw -163965.000926 + Penalty 1430.689240 = -162534.311685 nChanged 4 SP:Iteration 24Q (3701.906987 sec): 3 clusters Score: Raw -163967.070070 + Penalty 1430.689240 = -162536.380830 nChanged 3 SP:Iteration 25Q (3701.949521 sec): 3 clusters Score: Raw -163967.801799 + Penalty 1430.689240 = -162537.112559 nChanged 0 SP:Iteration 26F (3701.997047 sec): 3 clusters Score: Raw -163967.801799 + Penalty 1430.689240 = -162537.112559 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3702.022193 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3702.071932 sec): 3 clusters Score: Raw -69126.110013 + Penalty 1239.476838 = -67886.633175 nChanged 202 SP:Iteration 1F (3702.115113 sec): 3 clusters Score: Raw -69289.170030 + Penalty 1239.476838 = -68049.693191 nChanged 50 SP:Iteration 2F (3702.164632 sec): 3 clusters Score: Raw -69324.310433 + Penalty 1239.476838 = -68084.833595 nChanged 26 SP:Iteration 3Q (3702.214921 sec): 3 clusters Score: Raw -69341.739880 + Penalty 1239.476838 = -68102.263042 nChanged 15 SP:Iteration 4Q (3702.269994 sec): 3 clusters Score: Raw -69358.993391 + Penalty 1239.476838 = -68119.516553 nChanged 8 SP:Iteration 5Q (3702.306760 sec): 3 clusters Score: Raw -69367.165235 + Penalty 1239.476838 = -68127.688397 nChanged 12 SP:Iteration 6Q (3702.353966 sec): 3 clusters Score: Raw -69376.928002 + Penalty 1239.476838 = -68137.451164 nChanged 7 SP:Iteration 7Q (3702.386658 sec): 3 clusters Score: Raw -69382.522075 + Penalty 1239.476838 = -68143.045237 nChanged 5 SP:Iteration 8Q (3702.432833 sec): 3 clusters Score: Raw -69387.303618 + Penalty 1239.476838 = -68147.826780 nChanged 4 SP:Iteration 9Q (3702.482407 sec): 3 clusters Score: Raw -69390.720907 + Penalty 1239.476838 = -68151.244069 nChanged 1 SP:Iteration 10Q (3702.528579 sec): 3 clusters Score: Raw -69391.660482 + Penalty 1239.476838 = -68152.183644 nChanged 2 SP:Iteration 11Q (3702.580081 sec): 3 clusters Score: Raw -69392.783788 + Penalty 1239.476838 = -68153.306950 nChanged 1 SP:Iteration 12Q (3702.627281 sec): 3 clusters Score: Raw -69393.362998 + Penalty 1239.476838 = -68153.886160 nChanged 0 SP:Iteration 13F (3702.675630 sec): 3 clusters Score: Raw -69393.362998 + Penalty 1239.476838 = -68153.886160 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3702.692889 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3702.743973 sec): 3 clusters Score: Raw -223451.041916 + Penalty 1472.862013 = -221978.179903 nChanged 905 SP:Iteration 1F (3702.807715 sec): 3 clusters Score: Raw -223960.884288 + Penalty 1472.862013 = -222488.022274 nChanged 189 SP:Iteration 2F (3702.836123 sec): 3 clusters Score: Raw -224071.796442 + Penalty 1472.862013 = -222598.934429 nChanged 136 SP:Iteration 3F (3702.887484 sec): 3 clusters Score: Raw -224157.339280 + Penalty 1472.862013 = -222684.477267 nChanged 97 SP:Iteration 4Q (3702.929863 sec): 3 clusters Score: Raw -224205.381864 + Penalty 1472.862013 = -222732.519850 nChanged 76 SP:Iteration 5Q (3702.980584 sec): 3 clusters Score: Raw -224244.875960 + Penalty 1472.862013 = -222772.013946 nChanged 74 SP:Iteration 6Q (3703.031636 sec): 3 clusters Score: Raw -224283.002840 + Penalty 1472.862013 = -222810.140827 nChanged 58 SP:Iteration 7Q (3703.071890 sec): 3 clusters Score: Raw -224312.380060 + Penalty 1472.862013 = -222839.518047 nChanged 55 SP:Iteration 8Q (3703.122593 sec): 3 clusters Score: Raw -224340.906914 + Penalty 1472.862013 = -222868.044901 nChanged 56 SP:Iteration 9Q (3703.173238 sec): 3 clusters Score: Raw -224384.880395 + Penalty 1472.862013 = -222912.018382 nChanged 63 SP:Iteration 10Q (3703.223964 sec): 3 clusters Score: Raw -224447.184124 + Penalty 1472.862013 = -222974.322110 nChanged 69 SP:Iteration 11Q (3703.265026 sec): 3 clusters Score: Raw -224500.639778 + Penalty 1472.862013 = -223027.777764 nChanged 59 SP:Iteration 12Q (3703.315575 sec): 3 clusters Score: Raw -224534.880061 + Penalty 1472.862013 = -223062.018048 nChanged 48 SP:Iteration 13Q (3703.378165 sec): 3 clusters Score: Raw -224559.563254 + Penalty 1472.862013 = -223086.701241 nChanged 38 SP:Iteration 14Q (3703.416717 sec): 3 clusters Score: Raw -224575.092115 + Penalty 1472.862013 = -223102.230101 nChanged 29 SP:Iteration 15Q (3703.467968 sec): 3 clusters Score: Raw -224586.611879 + Penalty 1472.862013 = -223113.749865 nChanged 25 SP:Iteration 16Q (3703.510520 sec): 3 clusters Score: Raw -224597.295473 + Penalty 1472.862013 = -223124.433460 nChanged 24 SP:Iteration 17Q (3703.561081 sec): 3 clusters Score: Raw -224607.083237 + Penalty 1472.862013 = -223134.221224 nChanged 18 SP:Iteration 18Q (3703.611689 sec): 3 clusters Score: Raw -224615.133806 + Penalty 1472.862013 = -223142.271793 nChanged 17 SP:Iteration 19Q (3703.651998 sec): 3 clusters Score: Raw -224625.288796 + Penalty 1472.862013 = -223152.426783 nChanged 21 SP:Iteration 20F (3703.702613 sec): 3 clusters Score: Raw -224638.258420 + Penalty 1472.862013 = -223165.396407 nChanged 27 SP:Iteration 21Q (3703.749095 sec): 3 clusters Score: Raw -224653.367398 + Penalty 1472.862013 = -223180.505385 nChanged 31 SP:Iteration 22Q (3703.799850 sec): 3 clusters Score: Raw -224669.849065 + Penalty 1472.862013 = -223196.987051 nChanged 22 SP:Iteration 23Q (3703.844754 sec): 3 clusters Score: Raw -224679.604790 + Penalty 1472.862013 = -223206.742777 nChanged 18 SP:Iteration 24Q (3703.895325 sec): 3 clusters Score: Raw -224687.745512 + Penalty 1472.862013 = -223214.883498 nChanged 22 SP:Iteration 25Q (3703.941672 sec): 3 clusters Score: Raw -224696.214315 + Penalty 1472.862013 = -223223.352301 nChanged 16 SP:Iteration 26Q (3703.987331 sec): 3 clusters Score: Raw -224701.698381 + Penalty 1472.862013 = -223228.836368 nChanged 16 SP:Iteration 27Q (3704.037793 sec): 3 clusters Score: Raw -224707.865885 + Penalty 1472.862013 = -223235.003871 nChanged 16 SP:Iteration 28Q (3704.096094 sec): 3 clusters Score: Raw -224713.219503 + Penalty 1472.862013 = -223240.357490 nChanged 11 SP:Iteration 29Q (3704.135512 sec): 3 clusters Score: Raw -224715.600720 + Penalty 1472.862013 = -223242.738707 nChanged 4 SP:Iteration 30Q (3704.176413 sec): 3 clusters Score: Raw -224716.551132 + Penalty 1472.862013 = -223243.689119 nChanged 2 SP:Iteration 31Q (3704.235305 sec): 3 clusters Score: Raw -224717.626123 + Penalty 1472.862013 = -223244.764109 nChanged 3 SP:Iteration 32Q (3704.277949 sec): 3 clusters Score: Raw -224718.265988 + Penalty 1472.862013 = -223245.403975 nChanged 4 SP:Iteration 33Q (3704.328595 sec): 3 clusters Score: Raw -224720.188302 + Penalty 1472.862013 = -223247.326289 nChanged 3 SP:Iteration 34Q (3704.379333 sec): 3 clusters Score: Raw -224722.044187 + Penalty 1472.862013 = -223249.182173 nChanged 4 SP:Iteration 35Q (3704.425846 sec): 3 clusters Score: Raw -224723.810044 + Penalty 1472.862013 = -223250.948031 nChanged 1 SP:Iteration 36Q (3704.476579 sec): 3 clusters Score: Raw -224724.019061 + Penalty 1472.862013 = -223251.157048 nChanged 1 SP:Iteration 37Q (3704.522654 sec): 3 clusters Score: Raw -224724.349277 + Penalty 1472.862013 = -223251.487264 nChanged 0 SP:Iteration 38F (3704.574488 sec): 3 clusters Score: Raw -224724.349277 + Penalty 1472.862013 = -223251.487264 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3704.621837 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3704.675490 sec): 3 clusters Score: Raw -975118.610996 + Penalty 1754.303745 = -973364.307251 nChanged 4576 SP:Iteration 1F (3704.721201 sec): 3 clusters Score: Raw -977655.389625 + Penalty 1754.303745 = -975901.085880 nChanged 601 SP:Iteration 2F (3704.776829 sec): 3 clusters Score: Raw -977943.060326 + Penalty 1754.303745 = -976188.756581 nChanged 645 SP:Iteration 3F (3704.832940 sec): 3 clusters Score: Raw -978299.381117 + Penalty 1754.303745 = -976545.077372 nChanged 648 SP:Iteration 4F (3704.887720 sec): 3 clusters Score: Raw -978673.576983 + Penalty 1754.303745 = -976919.273238 nChanged 622 SP:Iteration 5F (3704.947967 sec): 3 clusters Score: Raw -979081.142398 + Penalty 1754.303745 = -977326.838653 nChanged 627 SP:Iteration 6F (3704.997799 sec): 3 clusters Score: Raw -979527.134766 + Penalty 1754.303745 = -977772.831021 nChanged 544 SP:Iteration 7F (3705.055683 sec): 3 clusters Score: Raw -979950.761680 + Penalty 1754.303745 = -978196.457935 nChanged 474 SP:Iteration 8Q (3705.119117 sec): 3 clusters Score: Raw -980304.289764 + Penalty 1754.303745 = -978549.986018 nChanged 335 SP:Iteration 9Q (3705.180099 sec): 3 clusters Score: Raw -980548.265977 + Penalty 1754.303745 = -978793.962232 nChanged 281 SP:Iteration 10Q (3705.239974 sec): 3 clusters Score: Raw -980742.944378 + Penalty 1754.303745 = -978988.640633 nChanged 216 SP:Iteration 11Q (3705.299691 sec): 3 clusters Score: Raw -980916.038015 + Penalty 1754.303745 = -979161.734270 nChanged 161 SP:Iteration 12Q (3705.348378 sec): 3 clusters Score: Raw -981051.244889 + Penalty 1754.303745 = -979296.941144 nChanged 108 SP:Iteration 13Q (3705.407546 sec): 3 clusters Score: Raw -981142.402437 + Penalty 1754.303745 = -979388.098691 nChanged 93 SP:Iteration 14Q (3705.467437 sec): 3 clusters Score: Raw -981212.310974 + Penalty 1754.303745 = -979458.007229 nChanged 52 SP:Iteration 15Q (3705.515081 sec): 3 clusters Score: Raw -981250.358323 + Penalty 1754.303745 = -979496.054578 nChanged 40 SP:Iteration 16Q (3705.584303 sec): 3 clusters Score: Raw -981279.726419 + Penalty 1754.303745 = -979525.422674 nChanged 40 SP:Iteration 17Q (3705.634387 sec): 3 clusters Score: Raw -981314.658987 + Penalty 1754.303745 = -979560.355241 nChanged 25 SP:Iteration 18Q (3705.697105 sec): 3 clusters Score: Raw -981334.974667 + Penalty 1754.303745 = -979580.670922 nChanged 23 SP:Iteration 19Q (3705.754896 sec): 3 clusters Score: Raw -981350.671066 + Penalty 1754.303745 = -979596.367321 nChanged 23 SP:Iteration 20F (3705.815319 sec): 3 clusters Score: Raw -981371.135126 + Penalty 1754.303745 = -979616.831381 nChanged 16 SP:Iteration 21Q (3705.869972 sec): 3 clusters Score: Raw -981381.788232 + Penalty 1754.303745 = -979627.484487 nChanged 10 SP:Iteration 22Q (3705.917498 sec): 3 clusters Score: Raw -981386.783942 + Penalty 1754.303745 = -979632.480197 nChanged 3 SP:Iteration 23Q (3705.973464 sec): 3 clusters Score: Raw -981389.322852 + Penalty 1754.303745 = -979635.019107 nChanged 6 SP:Iteration 24Q (3706.037957 sec): 3 clusters Score: Raw -981392.607462 + Penalty 1754.303745 = -979638.303717 nChanged 2 SP:Iteration 25Q (3706.089789 sec): 3 clusters Score: Raw -981394.281283 + Penalty 1754.303745 = -979639.977537 nChanged 2 SP:Iteration 26Q (3706.146697 sec): 3 clusters Score: Raw -981395.525525 + Penalty 1754.303745 = -979641.221780 nChanged 1 SP:Iteration 27Q (3706.199323 sec): 3 clusters Score: Raw -981395.932202 + Penalty 1754.303745 = -979641.628457 nChanged 1 SP:Iteration 28Q (3706.258040 sec): 3 clusters Score: Raw -981396.422419 + Penalty 1754.303745 = -979642.118673 nChanged 2 SP:Iteration 29Q (3706.301327 sec): 3 clusters Score: Raw -981397.983605 + Penalty 1754.303745 = -979643.679860 nChanged 4 SP:Iteration 30Q (3706.362900 sec): 3 clusters Score: Raw -981401.246276 + Penalty 1754.303745 = -979646.942531 nChanged 2 SP:Iteration 31Q (3706.416570 sec): 3 clusters Score: Raw -981402.538304 + Penalty 1754.303745 = -979648.234559 nChanged 1 SP:Iteration 32Q (3706.476022 sec): 3 clusters Score: Raw -981402.836780 + Penalty 1754.303745 = -979648.533035 nChanged 1 SP:Iteration 33Q (3706.534262 sec): 3 clusters Score: Raw -981404.255563 + Penalty 1754.303745 = -979649.951818 nChanged 5 SP:Iteration 34Q (3706.592598 sec): 3 clusters Score: Raw -981408.346625 + Penalty 1754.303745 = -979654.042880 nChanged 1 SP:Iteration 35Q (3706.635933 sec): 3 clusters Score: Raw -981408.721812 + Penalty 1754.303745 = -979654.418067 nChanged 1 SP:Iteration 36Q (3706.699530 sec): 3 clusters Score: Raw -981409.739656 + Penalty 1754.303745 = -979655.435911 nChanged 2 SP:Iteration 37Q (3706.749346 sec): 3 clusters Score: Raw -981411.229877 + Penalty 1754.303745 = -979656.926132 nChanged 0 SP:Iteration 38F (3706.797163 sec): 3 clusters Score: Raw -981411.229877 + Penalty 1754.303745 = -979656.926132 nChanged 0 Trying to split cluster 40 (4026 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3706.825836 sec): 2 clusters Score: Raw -386989.107943 + Penalty 788.550218 = -386200.557726 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3706.885427 sec): 3 clusters Score: Raw -384777.695402 + Penalty 1577.100435 = -383200.594967 nChanged 1684 SP:Iteration 1F (3706.934783 sec): 3 clusters Score: Raw -385817.450750 + Penalty 1577.100435 = -384240.350315 nChanged 342 SP:Iteration 2F (3706.985877 sec): 3 clusters Score: Raw -386067.870346 + Penalty 1577.100435 = -384490.769911 nChanged 303 SP:Iteration 3F (3707.033584 sec): 3 clusters Score: Raw -386282.511798 + Penalty 1577.100435 = -384705.411363 nChanged 242 SP:Iteration 4F (3707.079397 sec): 3 clusters Score: Raw -386443.178512 + Penalty 1577.100435 = -384866.078077 nChanged 221 SP:Iteration 5F (3707.129228 sec): 3 clusters Score: Raw -386585.094302 + Penalty 1577.100435 = -385007.993867 nChanged 165 SP:Iteration 6Q (3707.170935 sec): 3 clusters Score: Raw -386700.512690 + Penalty 1577.100435 = -385123.412255 nChanged 121 SP:Iteration 7Q (3707.229688 sec): 3 clusters Score: Raw -386777.275956 + Penalty 1577.100435 = -385200.175521 nChanged 99 SP:Iteration 8Q (3707.279822 sec): 3 clusters Score: Raw -386829.530859 + Penalty 1577.100435 = -385252.430424 nChanged 78 SP:Iteration 9Q (3707.331209 sec): 3 clusters Score: Raw -386869.024440 + Penalty 1577.100435 = -385291.924005 nChanged 75 SP:Iteration 10Q (3707.371709 sec): 3 clusters Score: Raw -386901.233913 + Penalty 1577.100435 = -385324.133478 nChanged 62 SP:Iteration 11Q (3707.424236 sec): 3 clusters Score: Raw -386929.537403 + Penalty 1577.100435 = -385352.436968 nChanged 57 SP:Iteration 12Q (3707.484740 sec): 3 clusters Score: Raw -386952.423335 + Penalty 1577.100435 = -385375.322900 nChanged 53 SP:Iteration 13Q (3707.531390 sec): 3 clusters Score: Raw -386974.866515 + Penalty 1577.100435 = -385397.766080 nChanged 34 SP:Iteration 14Q (3707.571496 sec): 3 clusters Score: Raw -386988.130592 + Penalty 1577.100435 = -385411.030157 nChanged 29 SP:Iteration 15Q (3707.619067 sec): 3 clusters Score: Raw -386998.730024 + Penalty 1577.100435 = -385421.629589 nChanged 30 SP:Iteration 16Q (3707.664178 sec): 3 clusters Score: Raw -387005.978402 + Penalty 1577.100435 = -385428.877967 nChanged 16 SP:Iteration 17Q (3707.716807 sec): 3 clusters Score: Raw -387009.056870 + Penalty 1577.100435 = -385431.956435 nChanged 10 SP:Iteration 18Q (3707.760810 sec): 3 clusters Score: Raw -387012.327673 + Penalty 1577.100435 = -385435.227238 nChanged 4 SP:Iteration 19Q (3707.812619 sec): 3 clusters Score: Raw -387013.356247 + Penalty 1577.100435 = -385436.255812 nChanged 8 SP:Iteration 20F (3707.865912 sec): 3 clusters Score: Raw -387015.356039 + Penalty 1577.100435 = -385438.255604 nChanged 13 SP:Iteration 21Q (3707.908415 sec): 3 clusters Score: Raw -387018.418295 + Penalty 1577.100435 = -385441.317860 nChanged 11 SP:Iteration 22Q (3707.969447 sec): 3 clusters Score: Raw -387019.845389 + Penalty 1577.100435 = -385442.744954 nChanged 6 SP:Iteration 23Q (3708.010399 sec): 3 clusters Score: Raw -387021.480755 + Penalty 1577.100435 = -385444.380320 nChanged 6 SP:Iteration 24Q (3708.063820 sec): 3 clusters Score: Raw -387023.265284 + Penalty 1577.100435 = -385446.164849 nChanged 4 SP:Iteration 25Q (3708.115945 sec): 3 clusters Score: Raw -387023.921620 + Penalty 1577.100435 = -385446.821185 nChanged 0 SP:Iteration 26F (3708.168819 sec): 3 clusters Score: Raw -387023.921620 + Penalty 1577.100435 = -385446.821185 nChanged 0 Trying to split cluster 41 (7089 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3708.212719 sec): 2 clusters Score: Raw -672490.275648 + Penalty 842.298459 = -671647.977189 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3708.267371 sec): 3 clusters Score: Raw -668320.032262 + Penalty 1684.596918 = -666635.435344 nChanged 3153 SP:Iteration 1F (3708.311499 sec): 3 clusters Score: Raw -669989.134836 + Penalty 1684.596918 = -668304.537919 nChanged 454 SP:Iteration 2F (3708.373022 sec): 3 clusters Score: Raw -670194.098221 + Penalty 1684.596918 = -668509.501303 nChanged 444 SP:Iteration 3F (3708.430793 sec): 3 clusters Score: Raw -670427.648939 + Penalty 1684.596918 = -668743.052022 nChanged 437 SP:Iteration 4F (3708.486315 sec): 3 clusters Score: Raw -670677.092899 + Penalty 1684.596918 = -668992.495981 nChanged 429 SP:Iteration 5F (3708.538627 sec): 3 clusters Score: Raw -670968.958246 + Penalty 1684.596918 = -669284.361329 nChanged 421 SP:Iteration 6F (3708.595476 sec): 3 clusters Score: Raw -671274.676862 + Penalty 1684.596918 = -669590.079944 nChanged 403 SP:Iteration 7F (3708.650725 sec): 3 clusters Score: Raw -671583.783942 + Penalty 1684.596918 = -669899.187024 nChanged 353 SP:Iteration 8Q (3708.703906 sec): 3 clusters Score: Raw -671872.637438 + Penalty 1684.596918 = -670188.040520 nChanged 280 SP:Iteration 9Q (3708.746730 sec): 3 clusters Score: Raw -672127.061935 + Penalty 1684.596918 = -670442.465018 nChanged 208 SP:Iteration 10Q (3708.810578 sec): 3 clusters Score: Raw -672320.107160 + Penalty 1684.596918 = -670635.510242 nChanged 125 SP:Iteration 11Q (3708.860364 sec): 3 clusters Score: Raw -672446.403408 + Penalty 1684.596918 = -670761.806490 nChanged 68 SP:Iteration 12Q (3708.921012 sec): 3 clusters Score: Raw -672519.487959 + Penalty 1684.596918 = -670834.891042 nChanged 53 SP:Iteration 13Q (3708.965519 sec): 3 clusters Score: Raw -672569.365627 + Penalty 1684.596918 = -670884.768710 nChanged 24 SP:Iteration 14Q (3709.029133 sec): 3 clusters Score: Raw -672587.697430 + Penalty 1684.596918 = -670903.100512 nChanged 18 SP:Iteration 15Q (3709.078922 sec): 3 clusters Score: Raw -672599.866873 + Penalty 1684.596918 = -670915.269955 nChanged 8 SP:Iteration 16Q (3709.122610 sec): 3 clusters Score: Raw -672604.870793 + Penalty 1684.596918 = -670920.273875 nChanged 11 SP:Iteration 17Q (3709.178916 sec): 3 clusters Score: Raw -672612.720707 + Penalty 1684.596918 = -670928.123790 nChanged 5 SP:Iteration 18Q (3709.229631 sec): 3 clusters Score: Raw -672617.739061 + Penalty 1684.596918 = -670933.142143 nChanged 5 SP:Iteration 19Q (3709.275437 sec): 3 clusters Score: Raw -672623.960691 + Penalty 1684.596918 = -670939.363774 nChanged 7 SP:Iteration 20F (3709.340826 sec): 3 clusters Score: Raw -672628.864186 + Penalty 1684.596918 = -670944.267268 nChanged 6 SP:Iteration 21Q (3709.391497 sec): 3 clusters Score: Raw -672632.395933 + Penalty 1684.596918 = -670947.799015 nChanged 3 SP:Iteration 22Q (3709.448570 sec): 3 clusters Score: Raw -672634.430207 + Penalty 1684.596918 = -670949.833290 nChanged 1 SP:Iteration 23Q (3709.490683 sec): 3 clusters Score: Raw -672635.062019 + Penalty 1684.596918 = -670950.465102 nChanged 1 SP:Iteration 24Q (3709.540938 sec): 3 clusters Score: Raw -672635.263482 + Penalty 1684.596918 = -670950.666565 nChanged 0 SP:Iteration 25F (3709.595475 sec): 3 clusters Score: Raw -672635.263482 + Penalty 1684.596918 = -670950.666565 nChanged 0 Iteration 259Q (3718.736727 sec): 42 clusters Score: Raw -89568556.914644 + Penalty 53737.232514 = -89514819.682130 nChanged 81 Iteration 260F (3738.103835 sec): 42 clusters Score: Raw -89568567.077400 + Penalty 53737.232514 = -89514829.844886 nChanged 86 Iteration 261Q (3747.176016 sec): 42 clusters Score: Raw -89568587.562582 + Penalty 53737.232514 = -89514850.330068 nChanged 78 Iteration 262Q (3756.331393 sec): 42 clusters Score: Raw -89568590.900664 + Penalty 53737.232514 = -89514853.668150 nChanged 76 Iteration 263Q (3765.944255 sec): 42 clusters Score: Raw -89568592.463888 + Penalty 53737.232514 = -89514855.231375 nChanged 70 Iteration 264Q (3775.538307 sec): 42 clusters Score: Raw -89568594.046163 + Penalty 53737.232514 = -89514856.813649 nChanged 68 Iteration 265Q (3784.872783 sec): 42 clusters Score: Raw -89568595.373040 + Penalty 53737.232514 = -89514858.140526 nChanged 56 Iteration 266Q (3793.829149 sec): 42 clusters Score: Raw -89568596.928842 + Penalty 53737.232514 = -89514859.696328 nChanged 52 Iteration 267Q (3802.793112 sec): 42 clusters Score: Raw -89568598.025740 + Penalty 53737.232514 = -89514860.793226 nChanged 52 Iteration 268Q (3811.990866 sec): 42 clusters Score: Raw -89568599.104697 + Penalty 53737.232514 = -89514861.872183 nChanged 53 Iteration 269Q (3821.593070 sec): 42 clusters Score: Raw -89568600.263765 + Penalty 53737.232514 = -89514863.031252 nChanged 62 Iteration 270Q (3831.171784 sec): 42 clusters Score: Raw -89568601.709559 + Penalty 53737.232514 = -89514864.477045 nChanged 54 Iteration 271Q (3839.942067 sec): 42 clusters Score: Raw -89568602.639619 + Penalty 53737.232514 = -89514865.407105 nChanged 46 Iteration 272Q (3849.087810 sec): 42 clusters Score: Raw -89568603.468880 + Penalty 53737.232514 = -89514866.236366 nChanged 49 Iteration 273Q (3858.146220 sec): 42 clusters Score: Raw -89568604.764521 + Penalty 53737.232514 = -89514867.532007 nChanged 53 Iteration 274Q (3867.130090 sec): 42 clusters Score: Raw -89568606.316029 + Penalty 53737.232514 = -89514869.083515 nChanged 61 Iteration 275Q (3876.596862 sec): 42 clusters Score: Raw -89568607.151061 + Penalty 53737.232514 = -89514869.918547 nChanged 48 Iteration 276Q (3886.220363 sec): 42 clusters Score: Raw -89568607.672583 + Penalty 53737.232514 = -89514870.440069 nChanged 45 Iteration 277Q (3895.834282 sec): 42 clusters Score: Raw -89568608.180585 + Penalty 53737.232514 = -89514870.948071 nChanged 50 Iteration 278Q (3905.260042 sec): 42 clusters Score: Raw -89568608.961620 + Penalty 53737.232514 = -89514871.729106 nChanged 42 Iteration 279Q (3914.541566 sec): 42 clusters Score: Raw -89568609.442955 + Penalty 53737.232514 = -89514872.210441 nChanged 37 Iteration 280F (3933.850014 sec): 42 clusters Score: Raw -89568609.871358 + Penalty 53737.232514 = -89514872.638844 nChanged 38 Iteration 281Q (3943.358634 sec): 42 clusters Score: Raw -89568610.404328 + Penalty 53737.232514 = -89514873.171814 nChanged 36 Iteration 282Q (3952.600297 sec): 42 clusters Score: Raw -89568610.970502 + Penalty 53737.232514 = -89514873.737988 nChanged 48 Iteration 283Q (3961.735968 sec): 42 clusters Score: Raw -89568611.539085 + Penalty 53737.232514 = -89514874.306571 nChanged 56 Iteration 284Q (3970.944943 sec): 42 clusters Score: Raw -89568612.135627 + Penalty 53737.232514 = -89514874.903113 nChanged 59 Iteration 285Q (3980.465635 sec): 42 clusters Score: Raw -89568612.639614 + Penalty 53737.232514 = -89514875.407100 nChanged 43 Iteration 286Q (3990.053860 sec): 42 clusters Score: Raw -89568613.108415 + Penalty 53737.232514 = -89514875.875901 nChanged 42 Iteration 287Q (3999.707441 sec): 42 clusters Score: Raw -89568613.483696 + Penalty 53737.232514 = -89514876.251182 nChanged 54 Iteration 288Q (4009.160295 sec): 42 clusters Score: Raw -89568614.029702 + Penalty 53737.232514 = -89514876.797188 nChanged 60 Iteration 289Q (4018.076981 sec): 42 clusters Score: Raw -89568614.846132 + Penalty 53737.232514 = -89514877.613618 nChanged 66 Iteration 290Q (4027.202839 sec): 42 clusters Score: Raw -89568615.671776 + Penalty 53737.232514 = -89514878.439262 nChanged 67 Iteration 291Q (4036.867218 sec): 42 clusters Score: Raw -89568616.498856 + Penalty 53737.232514 = -89514879.266342 nChanged 65 Iteration 292Q (4046.520200 sec): 42 clusters Score: Raw -89568617.103150 + Penalty 53737.232514 = -89514879.870636 nChanged 73 Iteration 293Q (4056.176060 sec): 42 clusters Score: Raw -89568617.916662 + Penalty 53737.232514 = -89514880.684148 nChanged 81 Iteration 294Q (4065.201447 sec): 42 clusters Score: Raw -89568618.787946 + Penalty 53737.232514 = -89514881.555432 nChanged 83 Iteration 295Q (4073.976294 sec): 42 clusters Score: Raw -89568619.786779 + Penalty 53737.232514 = -89514882.554265 nChanged 79 Iteration 296Q (4082.783108 sec): 42 clusters Score: Raw -89568620.546457 + Penalty 53737.232514 = -89514883.313943 nChanged 72 Iteration 297Q (4091.969641 sec): 42 clusters Score: Raw -89568621.434905 + Penalty 53737.232514 = -89514884.202391 nChanged 76 Iteration 298Q (4101.565224 sec): 42 clusters Score: Raw -89568622.583014 + Penalty 53737.232514 = -89514885.350500 nChanged 92 Writing temp clu file Because OldScore, -89514884.202391, is greater than current (better) Score,-89514885.350500 Compute initial score before splitting: Score: Raw -89568622.583014 + Penalty 53737.232514 = -89514885.350500 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4101.877055 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4101.919922 sec): 3 clusters Score: Raw -95030.121714 + Penalty 1299.906941 = -93730.214773 nChanged 343 SP:Iteration 1F (4101.952406 sec): 3 clusters Score: Raw -95299.537742 + Penalty 1299.906941 = -93999.630801 nChanged 72 SP:Iteration 2F (4102.000427 sec): 3 clusters Score: Raw -95367.958770 + Penalty 1299.906941 = -94068.051829 nChanged 43 SP:Iteration 3Q (4102.043833 sec): 3 clusters Score: Raw -95404.013963 + Penalty 1299.906941 = -94104.107023 nChanged 29 SP:Iteration 4Q (4102.092911 sec): 3 clusters Score: Raw -95426.239210 + Penalty 1299.906941 = -94126.332269 nChanged 21 SP:Iteration 5Q (4102.127702 sec): 3 clusters Score: Raw -95442.385615 + Penalty 1299.906941 = -94142.478675 nChanged 20 SP:Iteration 6Q (4102.169859 sec): 3 clusters Score: Raw -95455.541749 + Penalty 1299.906941 = -94155.634808 nChanged 18 SP:Iteration 7Q (4102.211589 sec): 3 clusters Score: Raw -95474.104295 + Penalty 1299.906941 = -94174.197355 nChanged 14 SP:Iteration 8Q (4102.265854 sec): 3 clusters Score: Raw -95488.031966 + Penalty 1299.906941 = -94188.125025 nChanged 12 SP:Iteration 9Q (4102.310991 sec): 3 clusters Score: Raw -95494.395816 + Penalty 1299.906941 = -94194.488876 nChanged 9 SP:Iteration 10Q (4102.357588 sec): 3 clusters Score: Raw -95502.498210 + Penalty 1299.906941 = -94202.591269 nChanged 6 SP:Iteration 11Q (4102.395719 sec): 3 clusters Score: Raw -95506.916141 + Penalty 1299.906941 = -94207.009201 nChanged 8 SP:Iteration 12Q (4102.442246 sec): 3 clusters Score: Raw -95513.940803 + Penalty 1299.906941 = -94214.033863 nChanged 4 SP:Iteration 13Q (4102.480225 sec): 3 clusters Score: Raw -95515.414372 + Penalty 1299.906941 = -94215.507431 nChanged 4 SP:Iteration 14Q (4102.515454 sec): 3 clusters Score: Raw -95518.576099 + Penalty 1299.906941 = -94218.669158 nChanged 5 SP:Iteration 15Q (4102.569443 sec): 3 clusters Score: Raw -95523.235448 + Penalty 1299.906941 = -94223.328508 nChanged 5 SP:Iteration 16Q (4102.617787 sec): 3 clusters Score: Raw -95526.009194 + Penalty 1299.906941 = -94226.102253 nChanged 6 SP:Iteration 17Q (4102.656819 sec): 3 clusters Score: Raw -95531.191396 + Penalty 1299.906941 = -94231.284456 nChanged 8 SP:Iteration 18Q (4102.716232 sec): 3 clusters Score: Raw -95537.129960 + Penalty 1299.906941 = -94237.223019 nChanged 6 SP:Iteration 19Q (4102.762746 sec): 3 clusters Score: Raw -95541.246511 + Penalty 1299.906941 = -94241.339570 nChanged 3 SP:Iteration 20F (4102.798241 sec): 3 clusters Score: Raw -95542.513859 + Penalty 1299.906941 = -94242.606919 nChanged 3 SP:Iteration 21Q (4102.848380 sec): 3 clusters Score: Raw -95545.495834 + Penalty 1299.906941 = -94245.588893 nChanged 1 SP:Iteration 22Q (4102.891594 sec): 3 clusters Score: Raw -95546.819702 + Penalty 1299.906941 = -94246.912761 nChanged 0 SP:Iteration 23F (4102.937949 sec): 3 clusters Score: Raw -95546.819702 + Penalty 1299.906941 = -94246.912761 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4102.962717 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4103.015812 sec): 3 clusters Score: Raw -388860.692859 + Penalty 1587.611508 = -387273.081351 nChanged 1808 SP:Iteration 1F (4103.069921 sec): 3 clusters Score: Raw -389887.819095 + Penalty 1587.611508 = -388300.207587 nChanged 314 SP:Iteration 2F (4103.122831 sec): 3 clusters Score: Raw -390078.669717 + Penalty 1587.611508 = -388491.058209 nChanged 265 SP:Iteration 3F (4103.170645 sec): 3 clusters Score: Raw -390238.548419 + Penalty 1587.611508 = -388650.936911 nChanged 208 SP:Iteration 4Q (4103.223418 sec): 3 clusters Score: Raw -390358.938746 + Penalty 1587.611508 = -388771.327238 nChanged 185 SP:Iteration 5Q (4103.268622 sec): 3 clusters Score: Raw -390451.599327 + Penalty 1587.611508 = -388863.987819 nChanged 163 SP:Iteration 6Q (4103.321868 sec): 3 clusters Score: Raw -390539.733919 + Penalty 1587.611508 = -388952.122411 nChanged 146 SP:Iteration 7Q (4103.363750 sec): 3 clusters Score: Raw -390621.590747 + Penalty 1587.611508 = -389033.979239 nChanged 139 SP:Iteration 8Q (4103.418360 sec): 3 clusters Score: Raw -390694.499096 + Penalty 1587.611508 = -389106.887588 nChanged 130 SP:Iteration 9Q (4103.471597 sec): 3 clusters Score: Raw -390762.264147 + Penalty 1587.611508 = -389174.652639 nChanged 112 SP:Iteration 10Q (4103.523535 sec): 3 clusters Score: Raw -390818.109789 + Penalty 1587.611508 = -389230.498281 nChanged 84 SP:Iteration 11Q (4103.576536 sec): 3 clusters Score: Raw -390847.308883 + Penalty 1587.611508 = -389259.697375 nChanged 50 SP:Iteration 12Q (4103.627873 sec): 3 clusters Score: Raw -390866.913759 + Penalty 1587.611508 = -389279.302251 nChanged 45 SP:Iteration 13Q (4103.680633 sec): 3 clusters Score: Raw -390884.504676 + Penalty 1587.611508 = -389296.893168 nChanged 52 SP:Iteration 14Q (4103.733093 sec): 3 clusters Score: Raw -390903.059752 + Penalty 1587.611508 = -389315.448244 nChanged 50 SP:Iteration 15Q (4103.775764 sec): 3 clusters Score: Raw -390920.885569 + Penalty 1587.611508 = -389333.274061 nChanged 47 SP:Iteration 16Q (4103.829372 sec): 3 clusters Score: Raw -390935.946715 + Penalty 1587.611508 = -389348.335207 nChanged 33 SP:Iteration 17Q (4103.882336 sec): 3 clusters Score: Raw -390944.763963 + Penalty 1587.611508 = -389357.152455 nChanged 25 SP:Iteration 18Q (4103.935444 sec): 3 clusters Score: Raw -390950.638320 + Penalty 1587.611508 = -389363.026812 nChanged 26 SP:Iteration 19Q (4103.987398 sec): 3 clusters Score: Raw -390956.741594 + Penalty 1587.611508 = -389369.130086 nChanged 28 SP:Iteration 20F (4104.050218 sec): 3 clusters Score: Raw -390964.226923 + Penalty 1587.611508 = -389376.615416 nChanged 27 SP:Iteration 21Q (4104.094714 sec): 3 clusters Score: Raw -390970.079742 + Penalty 1587.611508 = -389382.468234 nChanged 24 SP:Iteration 22Q (4104.148314 sec): 3 clusters Score: Raw -390977.194234 + Penalty 1587.611508 = -389389.582726 nChanged 27 SP:Iteration 23Q (4104.201992 sec): 3 clusters Score: Raw -390986.073779 + Penalty 1587.611508 = -389398.462271 nChanged 23 SP:Iteration 24Q (4104.263366 sec): 3 clusters Score: Raw -390992.150505 + Penalty 1587.611508 = -389404.538997 nChanged 22 SP:Iteration 25Q (4104.314465 sec): 3 clusters Score: Raw -390997.490546 + Penalty 1587.611508 = -389409.879038 nChanged 23 SP:Iteration 26Q (4104.369211 sec): 3 clusters Score: Raw -391004.448401 + Penalty 1587.611508 = -389416.836893 nChanged 23 SP:Iteration 27Q (4104.412058 sec): 3 clusters Score: Raw -391010.070181 + Penalty 1587.611508 = -389422.458673 nChanged 31 SP:Iteration 28Q (4104.451846 sec): 3 clusters Score: Raw -391019.437518 + Penalty 1587.611508 = -389431.826010 nChanged 32 SP:Iteration 29Q (4104.503975 sec): 3 clusters Score: Raw -391030.019359 + Penalty 1587.611508 = -389442.407851 nChanged 33 SP:Iteration 30Q (4104.549804 sec): 3 clusters Score: Raw -391041.021264 + Penalty 1587.611508 = -389453.409756 nChanged 37 SP:Iteration 31Q (4104.602146 sec): 3 clusters Score: Raw -391054.544635 + Penalty 1587.611508 = -389466.933128 nChanged 34 SP:Iteration 32Q (4104.645729 sec): 3 clusters Score: Raw -391064.393475 + Penalty 1587.611508 = -389476.781968 nChanged 25 SP:Iteration 33Q (4104.697748 sec): 3 clusters Score: Raw -391071.734014 + Penalty 1587.611508 = -389484.122507 nChanged 22 SP:Iteration 34Q (4104.747963 sec): 3 clusters Score: Raw -391078.916901 + Penalty 1587.611508 = -389491.305393 nChanged 14 SP:Iteration 35Q (4104.799956 sec): 3 clusters Score: Raw -391082.587574 + Penalty 1587.611508 = -389494.976066 nChanged 15 SP:Iteration 36Q (4104.852812 sec): 3 clusters Score: Raw -391087.017558 + Penalty 1587.611508 = -389499.406050 nChanged 14 SP:Iteration 37Q (4104.894177 sec): 3 clusters Score: Raw -391090.875257 + Penalty 1587.611508 = -389503.263749 nChanged 13 SP:Iteration 38Q (4104.946656 sec): 3 clusters Score: Raw -391094.355885 + Penalty 1587.611508 = -389506.744377 nChanged 14 SP:Iteration 39Q (4105.000909 sec): 3 clusters Score: Raw -391098.068750 + Penalty 1587.611508 = -389510.457242 nChanged 12 SP:Iteration 40F (4105.053332 sec): 3 clusters Score: Raw -391101.937622 + Penalty 1587.611508 = -389514.326114 nChanged 10 SP:Iteration 41Q (4105.110980 sec): 3 clusters Score: Raw -391104.893982 + Penalty 1587.611508 = -389517.282474 nChanged 12 SP:Iteration 42Q (4105.169639 sec): 3 clusters Score: Raw -391108.766172 + Penalty 1587.611508 = -389521.154664 nChanged 16 SP:Iteration 43Q (4105.211110 sec): 3 clusters Score: Raw -391114.129023 + Penalty 1587.611508 = -389526.517515 nChanged 19 SP:Iteration 44Q (4105.262043 sec): 3 clusters Score: Raw -391120.072130 + Penalty 1587.611508 = -389532.460623 nChanged 13 SP:Iteration 45Q (4105.315628 sec): 3 clusters Score: Raw -391123.833285 + Penalty 1587.611508 = -389536.221777 nChanged 13 SP:Iteration 46Q (4105.367740 sec): 3 clusters Score: Raw -391128.990524 + Penalty 1587.611508 = -389541.379017 nChanged 16 SP:Iteration 47Q (4105.420014 sec): 3 clusters Score: Raw -391134.508928 + Penalty 1587.611508 = -389546.897420 nChanged 13 SP:Iteration 48Q (4105.472018 sec): 3 clusters Score: Raw -391137.877584 + Penalty 1587.611508 = -389550.266076 nChanged 14 SP:Iteration 49Q (4105.519142 sec): 3 clusters Score: Raw -391142.440609 + Penalty 1587.611508 = -389554.829101 nChanged 10 SP:Iteration 50Q (4105.571046 sec): 3 clusters Score: Raw -391145.322469 + Penalty 1587.611508 = -389557.710961 nChanged 7 SP:Iteration 51Q (4105.615184 sec): 3 clusters Score: Raw -391148.438693 + Penalty 1587.611508 = -389560.827185 nChanged 10 SP:Iteration 52Q (4105.667044 sec): 3 clusters Score: Raw -391151.527067 + Penalty 1587.611508 = -389563.915560 nChanged 9 SP:Iteration 53Q (4105.718976 sec): 3 clusters Score: Raw -391154.056304 + Penalty 1587.611508 = -389566.444796 nChanged 3 SP:Iteration 54Q (4105.770658 sec): 3 clusters Score: Raw -391155.777110 + Penalty 1587.611508 = -389568.165603 nChanged 4 SP:Iteration 55Q (4105.814319 sec): 3 clusters Score: Raw -391156.529956 + Penalty 1587.611508 = -389568.918448 nChanged 1 SP:Iteration 56Q (4105.866215 sec): 3 clusters Score: Raw -391156.859216 + Penalty 1587.611508 = -389569.247708 nChanged 2 SP:Iteration 57Q (4105.918082 sec): 3 clusters Score: Raw -391157.378516 + Penalty 1587.611508 = -389569.767008 nChanged 2 SP:Iteration 58Q (4105.969857 sec): 3 clusters Score: Raw -391157.569350 + Penalty 1587.611508 = -389569.957842 nChanged 1 SP:Iteration 59Q (4106.021465 sec): 3 clusters Score: Raw -391157.706190 + Penalty 1587.611508 = -389570.094682 nChanged 1 SP:Iteration 60F (4106.074070 sec): 3 clusters Score: Raw -391157.913147 + Penalty 1587.611508 = -389570.301639 nChanged 2 SP:Iteration 61Q (4106.117523 sec): 3 clusters Score: Raw -391158.339193 + Penalty 1587.611508 = -389570.727685 nChanged 5 SP:Iteration 62Q (4106.169420 sec): 3 clusters Score: Raw -391161.074068 + Penalty 1587.611508 = -389573.462561 nChanged 7 SP:Iteration 63Q (4106.219360 sec): 3 clusters Score: Raw -391162.202769 + Penalty 1587.611508 = -389574.591261 nChanged 2 SP:Iteration 64Q (4106.271256 sec): 3 clusters Score: Raw -391162.601428 + Penalty 1587.611508 = -389574.989920 nChanged 4 SP:Iteration 65Q (4106.323093 sec): 3 clusters Score: Raw -391164.800717 + Penalty 1587.611508 = -389577.189209 nChanged 6 SP:Iteration 66Q (4106.374886 sec): 3 clusters Score: Raw -391166.372685 + Penalty 1587.611508 = -389578.761177 nChanged 2 SP:Iteration 67Q (4106.426789 sec): 3 clusters Score: Raw -391166.766706 + Penalty 1587.611508 = -389579.155198 nChanged 2 SP:Iteration 68Q (4106.490590 sec): 3 clusters Score: Raw -391167.123112 + Penalty 1587.611508 = -389579.511605 nChanged 0 SP:Iteration 69F (4106.530540 sec): 3 clusters Score: Raw -391167.123112 + Penalty 1587.611508 = -389579.511605 nChanged 0 Trying to split cluster 3 (49369 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4106.612884 sec): 2 clusters Score: Raw -4385595.148594 + Penalty 1026.672408 = -4384568.476186 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4106.723096 sec): 3 clusters Score: Raw -4353650.396302 + Penalty 2053.344815 = -4351597.051487 nChanged 23603 SP:Iteration 1F (4106.819634 sec): 3 clusters Score: Raw -4367871.501902 + Penalty 2053.344815 = -4365818.157086 nChanged 2151 SP:Iteration 2Q (4106.933209 sec): 3 clusters Score: Raw -4368594.639498 + Penalty 2053.344815 = -4366541.294683 nChanged 2214 SP:Iteration 3Q (4107.055091 sec): 3 clusters Score: Raw -4369455.665942 + Penalty 2053.344815 = -4367402.321127 nChanged 2348 SP:Iteration 4Q (4107.174168 sec): 3 clusters Score: Raw -4370493.093257 + Penalty 2053.344815 = -4368439.748441 nChanged 2407 SP:Iteration 5Q (4107.280196 sec): 3 clusters Score: Raw -4371772.385138 + Penalty 2053.344815 = -4369719.040323 nChanged 2567 SP:Iteration 6F (4107.388194 sec): 3 clusters Score: Raw -4373444.121257 + Penalty 2053.344815 = -4371390.776442 nChanged 2632 SP:Iteration 7F (4107.495753 sec): 3 clusters Score: Raw -4375310.882918 + Penalty 2053.344815 = -4373257.538102 nChanged 2526 SP:Iteration 8F (4107.604365 sec): 3 clusters Score: Raw -4377158.658893 + Penalty 2053.344815 = -4375105.314077 nChanged 2161 SP:Iteration 9Q (4107.732757 sec): 3 clusters Score: Raw -4378466.352333 + Penalty 2053.344815 = -4376413.007518 nChanged 1632 SP:Iteration 10Q (4107.838590 sec): 3 clusters Score: Raw -4379280.186094 + Penalty 2053.344815 = -4377226.841278 nChanged 1321 SP:Iteration 11Q (4107.953671 sec): 3 clusters Score: Raw -4379903.442133 + Penalty 2053.344815 = -4377850.097318 nChanged 1214 SP:Iteration 12Q (4108.068417 sec): 3 clusters Score: Raw -4380502.600252 + Penalty 2053.344815 = -4378449.255437 nChanged 1188 SP:Iteration 13Q (4108.177116 sec): 3 clusters Score: Raw -4381116.916080 + Penalty 2053.344815 = -4379063.571265 nChanged 1144 SP:Iteration 14Q (4108.278440 sec): 3 clusters Score: Raw -4381752.560916 + Penalty 2053.344815 = -4379699.216101 nChanged 1143 SP:Iteration 15Q (4108.389979 sec): 3 clusters Score: Raw -4382408.948323 + Penalty 2053.344815 = -4380355.603508 nChanged 1020 SP:Iteration 16Q (4108.486747 sec): 3 clusters Score: Raw -4382991.322249 + Penalty 2053.344815 = -4380937.977433 nChanged 937 SP:Iteration 17Q (4108.590954 sec): 3 clusters Score: Raw -4383554.137727 + Penalty 2053.344815 = -4381500.792911 nChanged 841 SP:Iteration 18Q (4108.695109 sec): 3 clusters Score: Raw -4384080.928114 + Penalty 2053.344815 = -4382027.583299 nChanged 689 SP:Iteration 19Q (4108.796658 sec): 3 clusters Score: Raw -4384490.304565 + Penalty 2053.344815 = -4382436.959749 nChanged 527 SP:Iteration 20F (4108.907338 sec): 3 clusters Score: Raw -4384796.253013 + Penalty 2053.344815 = -4382742.908197 nChanged 415 SP:Iteration 21Q (4109.004642 sec): 3 clusters Score: Raw -4385032.869861 + Penalty 2053.344815 = -4382979.525045 nChanged 327 SP:Iteration 22Q (4109.108354 sec): 3 clusters Score: Raw -4385219.331538 + Penalty 2053.344815 = -4383165.986723 nChanged 267 SP:Iteration 23Q (4109.207452 sec): 3 clusters Score: Raw -4385384.523905 + Penalty 2053.344815 = -4383331.179090 nChanged 172 SP:Iteration 24Q (4109.294346 sec): 3 clusters Score: Raw -4385480.901242 + Penalty 2053.344815 = -4383427.556427 nChanged 143 SP:Iteration 25Q (4109.390685 sec): 3 clusters Score: Raw -4385557.388939 + Penalty 2053.344815 = -4383504.044123 nChanged 99 SP:Iteration 26Q (4109.491497 sec): 3 clusters Score: Raw -4385616.015826 + Penalty 2053.344815 = -4383562.671010 nChanged 90 SP:Iteration 27Q (4109.594118 sec): 3 clusters Score: Raw -4385672.681044 + Penalty 2053.344815 = -4383619.336229 nChanged 69 SP:Iteration 28Q (4109.671151 sec): 3 clusters Score: Raw -4385721.654414 + Penalty 2053.344815 = -4383668.309599 nChanged 48 SP:Iteration 29Q (4109.735216 sec): 3 clusters Score: Raw -4385749.530354 + Penalty 2053.344815 = -4383696.185538 nChanged 31 SP:Iteration 30Q (4109.825625 sec): 3 clusters Score: Raw -4385766.410533 + Penalty 2053.344815 = -4383713.065718 nChanged 21 SP:Iteration 31Q (4109.928615 sec): 3 clusters Score: Raw -4385778.708339 + Penalty 2053.344815 = -4383725.363523 nChanged 16 SP:Iteration 32Q (4110.025353 sec): 3 clusters Score: Raw -4385789.020517 + Penalty 2053.344815 = -4383735.675701 nChanged 7 SP:Iteration 33Q (4110.114516 sec): 3 clusters Score: Raw -4385793.332183 + Penalty 2053.344815 = -4383739.987367 nChanged 4 SP:Iteration 34Q (4110.228692 sec): 3 clusters Score: Raw -4385795.415067 + Penalty 2053.344815 = -4383742.070251 nChanged 4 SP:Iteration 35Q (4110.327162 sec): 3 clusters Score: Raw -4385798.923255 + Penalty 2053.344815 = -4383745.578440 nChanged 6 SP:Iteration 36Q (4110.432096 sec): 3 clusters Score: Raw -4385801.835782 + Penalty 2053.344815 = -4383748.490966 nChanged 2 SP:Iteration 37Q (4110.521411 sec): 3 clusters Score: Raw -4385802.802783 + Penalty 2053.344815 = -4383749.457967 nChanged 1 SP:Iteration 38Q (4110.634668 sec): 3 clusters Score: Raw -4385803.247379 + Penalty 2053.344815 = -4383749.902564 nChanged 2 SP:Iteration 39Q (4110.727377 sec): 3 clusters Score: Raw -4385803.905602 + Penalty 2053.344815 = -4383750.560787 nChanged 1 SP:Iteration 40F (4110.835474 sec): 3 clusters Score: Raw -4385804.329789 + Penalty 2053.344815 = -4383750.984973 nChanged 2 SP:Iteration 41Q (4110.937314 sec): 3 clusters Score: Raw -4385805.174304 + Penalty 2053.344815 = -4383751.829488 nChanged 3 SP:Iteration 42Q (4111.044583 sec): 3 clusters Score: Raw -4385806.368575 + Penalty 2053.344815 = -4383753.023760 nChanged 2 SP:Iteration 43Q (4111.151469 sec): 3 clusters Score: Raw -4385809.074860 + Penalty 2053.344815 = -4383755.730045 nChanged 2 SP:Iteration 44Q (4111.237380 sec): 3 clusters Score: Raw -4385809.716303 + Penalty 2053.344815 = -4383756.371487 nChanged 1 SP:Iteration 45Q (4111.334024 sec): 3 clusters Score: Raw -4385809.872616 + Penalty 2053.344815 = -4383756.527800 nChanged 1 SP:Iteration 46Q (4111.432134 sec): 3 clusters Score: Raw -4385810.063861 + Penalty 2053.344815 = -4383756.719046 nChanged 0 SP:Iteration 47F (4111.530691 sec): 3 clusters Score: Raw -4385810.063861 + Penalty 2053.344815 = -4383756.719046 nChanged 0 Trying to split cluster 4 (18888 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4111.584826 sec): 2 clusters Score: Raw -1808685.150543 + Penalty 935.396797 = -1807749.753745 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4111.650123 sec): 3 clusters Score: Raw -1796998.054961 + Penalty 1870.793595 = -1795127.261366 nChanged 8708 SP:Iteration 1F (4111.725316 sec): 3 clusters Score: Raw -1801958.012830 + Penalty 1870.793595 = -1800087.219235 nChanged 989 SP:Iteration 2F (4111.788746 sec): 3 clusters Score: Raw -1802407.005079 + Penalty 1870.793595 = -1800536.211484 nChanged 990 SP:Iteration 3F (4111.866085 sec): 3 clusters Score: Raw -1802901.060952 + Penalty 1870.793595 = -1801030.267357 nChanged 1053 SP:Iteration 4F (4111.936460 sec): 3 clusters Score: Raw -1803445.883863 + Penalty 1870.793595 = -1801575.090268 nChanged 969 SP:Iteration 5F (4112.006312 sec): 3 clusters Score: Raw -1803996.524132 + Penalty 1870.793595 = -1802125.730537 nChanged 1005 SP:Iteration 6F (4112.077605 sec): 3 clusters Score: Raw -1804589.759066 + Penalty 1870.793595 = -1802718.965471 nChanged 897 SP:Iteration 7Q (4112.142662 sec): 3 clusters Score: Raw -1805032.828521 + Penalty 1870.793595 = -1803162.034926 nChanged 748 SP:Iteration 8Q (4112.210649 sec): 3 clusters Score: Raw -1805328.198365 + Penalty 1870.793595 = -1803457.404770 nChanged 611 SP:Iteration 9Q (4112.270971 sec): 3 clusters Score: Raw -1805528.891261 + Penalty 1870.793595 = -1803658.097666 nChanged 457 SP:Iteration 10Q (4112.340458 sec): 3 clusters Score: Raw -1805663.030228 + Penalty 1870.793595 = -1803792.236633 nChanged 381 SP:Iteration 11Q (4112.404689 sec): 3 clusters Score: Raw -1805759.676217 + Penalty 1870.793595 = -1803888.882622 nChanged 320 SP:Iteration 12Q (4112.476368 sec): 3 clusters Score: Raw -1805845.590595 + Penalty 1870.793595 = -1803974.797000 nChanged 305 SP:Iteration 13Q (4112.547762 sec): 3 clusters Score: Raw -1805933.053912 + Penalty 1870.793595 = -1804062.260317 nChanged 290 SP:Iteration 14Q (4112.611897 sec): 3 clusters Score: Raw -1806017.245403 + Penalty 1870.793595 = -1804146.451808 nChanged 276 SP:Iteration 15Q (4112.675030 sec): 3 clusters Score: Raw -1806102.550356 + Penalty 1870.793595 = -1804231.756761 nChanged 313 SP:Iteration 16Q (4112.741289 sec): 3 clusters Score: Raw -1806207.191663 + Penalty 1870.793595 = -1804336.398068 nChanged 301 SP:Iteration 17Q (4112.807467 sec): 3 clusters Score: Raw -1806306.448266 + Penalty 1870.793595 = -1804435.654671 nChanged 291 SP:Iteration 18Q (4112.870420 sec): 3 clusters Score: Raw -1806406.849470 + Penalty 1870.793595 = -1804536.055875 nChanged 296 SP:Iteration 19Q (4112.936514 sec): 3 clusters Score: Raw -1806505.005777 + Penalty 1870.793595 = -1804634.212182 nChanged 272 SP:Iteration 20F (4113.003813 sec): 3 clusters Score: Raw -1806586.273730 + Penalty 1870.793595 = -1804715.480135 nChanged 267 SP:Iteration 21Q (4113.075379 sec): 3 clusters Score: Raw -1806671.520296 + Penalty 1870.793595 = -1804800.726701 nChanged 255 SP:Iteration 22Q (4113.134830 sec): 3 clusters Score: Raw -1806750.895987 + Penalty 1870.793595 = -1804880.102392 nChanged 275 SP:Iteration 23Q (4113.208710 sec): 3 clusters Score: Raw -1806835.799568 + Penalty 1870.793595 = -1804965.005973 nChanged 257 SP:Iteration 24Q (4113.273870 sec): 3 clusters Score: Raw -1806908.501851 + Penalty 1870.793595 = -1805037.708256 nChanged 236 SP:Iteration 25Q (4113.339323 sec): 3 clusters Score: Raw -1806964.516698 + Penalty 1870.793595 = -1805093.723103 nChanged 188 SP:Iteration 26Q (4113.404229 sec): 3 clusters Score: Raw -1807005.215872 + Penalty 1870.793595 = -1805134.422277 nChanged 172 SP:Iteration 27Q (4113.483000 sec): 3 clusters Score: Raw -1807036.845209 + Penalty 1870.793595 = -1805166.051614 nChanged 138 SP:Iteration 28Q (4113.553657 sec): 3 clusters Score: Raw -1807059.780559 + Penalty 1870.793595 = -1805188.986964 nChanged 130 SP:Iteration 29Q (4113.615821 sec): 3 clusters Score: Raw -1807082.100459 + Penalty 1870.793595 = -1805211.306864 nChanged 126 SP:Iteration 30Q (4113.694597 sec): 3 clusters Score: Raw -1807101.379427 + Penalty 1870.793595 = -1805230.585832 nChanged 129 SP:Iteration 31Q (4113.764862 sec): 3 clusters Score: Raw -1807120.269650 + Penalty 1870.793595 = -1805249.476055 nChanged 116 SP:Iteration 32Q (4113.826718 sec): 3 clusters Score: Raw -1807136.428628 + Penalty 1870.793595 = -1805265.635033 nChanged 111 SP:Iteration 33Q (4113.897453 sec): 3 clusters Score: Raw -1807151.787778 + Penalty 1870.793595 = -1805280.994183 nChanged 100 SP:Iteration 34Q (4113.965877 sec): 3 clusters Score: Raw -1807166.489021 + Penalty 1870.793595 = -1805295.695426 nChanged 94 SP:Iteration 35Q (4114.030405 sec): 3 clusters Score: Raw -1807179.885843 + Penalty 1870.793595 = -1805309.092248 nChanged 102 SP:Iteration 36Q (4114.095903 sec): 3 clusters Score: Raw -1807194.125602 + Penalty 1870.793595 = -1805323.332007 nChanged 91 SP:Iteration 37Q (4114.163079 sec): 3 clusters Score: Raw -1807207.543075 + Penalty 1870.793595 = -1805336.749480 nChanged 105 SP:Iteration 38Q (4114.230685 sec): 3 clusters Score: Raw -1807220.269418 + Penalty 1870.793595 = -1805349.475823 nChanged 78 SP:Iteration 39Q (4114.298134 sec): 3 clusters Score: Raw -1807227.881371 + Penalty 1870.793595 = -1805357.087776 nChanged 61 SP:Iteration 40F (4114.364882 sec): 3 clusters Score: Raw -1807233.279488 + Penalty 1870.793595 = -1805362.485893 nChanged 65 SP:Iteration 41Q (4114.431721 sec): 3 clusters Score: Raw -1807239.064123 + Penalty 1870.793595 = -1805368.270528 nChanged 57 SP:Iteration 42Q (4114.499170 sec): 3 clusters Score: Raw -1807243.860839 + Penalty 1870.793595 = -1805373.067244 nChanged 49 SP:Iteration 43Q (4114.566088 sec): 3 clusters Score: Raw -1807247.475479 + Penalty 1870.793595 = -1805376.681884 nChanged 42 SP:Iteration 44Q (4114.627808 sec): 3 clusters Score: Raw -1807251.337043 + Penalty 1870.793595 = -1805380.543448 nChanged 54 SP:Iteration 45Q (4114.693755 sec): 3 clusters Score: Raw -1807255.933037 + Penalty 1870.793595 = -1805385.139442 nChanged 43 SP:Iteration 46Q (4114.765218 sec): 3 clusters Score: Raw -1807259.910228 + Penalty 1870.793595 = -1805389.116633 nChanged 49 SP:Iteration 47Q (4114.835807 sec): 3 clusters Score: Raw -1807264.597933 + Penalty 1870.793595 = -1805393.804338 nChanged 44 SP:Iteration 48Q (4114.893522 sec): 3 clusters Score: Raw -1807268.680701 + Penalty 1870.793595 = -1805397.887106 nChanged 52 SP:Iteration 49Q (4114.963484 sec): 3 clusters Score: Raw -1807272.888364 + Penalty 1870.793595 = -1805402.094769 nChanged 37 SP:Iteration 50Q (4115.036345 sec): 3 clusters Score: Raw -1807275.643646 + Penalty 1870.793595 = -1805404.850051 nChanged 41 SP:Iteration 51Q (4115.108656 sec): 3 clusters Score: Raw -1807278.573901 + Penalty 1870.793595 = -1805407.780306 nChanged 35 SP:Iteration 52Q (4115.185334 sec): 3 clusters Score: Raw -1807281.251495 + Penalty 1870.793595 = -1805410.457900 nChanged 38 SP:Iteration 53Q (4115.258238 sec): 3 clusters Score: Raw -1807284.080756 + Penalty 1870.793595 = -1805413.287161 nChanged 43 SP:Iteration 54Q (4115.316678 sec): 3 clusters Score: Raw -1807288.186645 + Penalty 1870.793595 = -1805417.393050 nChanged 43 SP:Iteration 55Q (4115.394263 sec): 3 clusters Score: Raw -1807291.455228 + Penalty 1870.793595 = -1805420.661633 nChanged 33 SP:Iteration 56Q (4115.456513 sec): 3 clusters Score: Raw -1807293.391550 + Penalty 1870.793595 = -1805422.597955 nChanged 32 SP:Iteration 57Q (4115.530130 sec): 3 clusters Score: Raw -1807295.299180 + Penalty 1870.793595 = -1805424.505585 nChanged 31 SP:Iteration 58Q (4115.593532 sec): 3 clusters Score: Raw -1807296.927382 + Penalty 1870.793595 = -1805426.133787 nChanged 25 SP:Iteration 59Q (4115.670071 sec): 3 clusters Score: Raw -1807298.023192 + Penalty 1870.793595 = -1805427.229597 nChanged 20 SP:Iteration 60F (4115.732169 sec): 3 clusters Score: Raw -1807299.101662 + Penalty 1870.793595 = -1805428.308067 nChanged 20 SP:Iteration 61Q (4115.812115 sec): 3 clusters Score: Raw -1807300.221076 + Penalty 1870.793595 = -1805429.427481 nChanged 23 SP:Iteration 62Q (4115.875955 sec): 3 clusters Score: Raw -1807301.660975 + Penalty 1870.793595 = -1805430.867380 nChanged 30 SP:Iteration 63Q (4115.945000 sec): 3 clusters Score: Raw -1807304.113928 + Penalty 1870.793595 = -1805433.320333 nChanged 37 SP:Iteration 64Q (4116.018571 sec): 3 clusters Score: Raw -1807306.930384 + Penalty 1870.793595 = -1805436.136789 nChanged 28 SP:Iteration 65Q (4116.092165 sec): 3 clusters Score: Raw -1807308.729304 + Penalty 1870.793595 = -1805437.935709 nChanged 28 SP:Iteration 66Q (4116.164771 sec): 3 clusters Score: Raw -1807310.544005 + Penalty 1870.793595 = -1805439.750410 nChanged 20 SP:Iteration 67Q (4116.238366 sec): 3 clusters Score: Raw -1807311.783014 + Penalty 1870.793595 = -1805440.989419 nChanged 20 SP:Iteration 68Q (4116.310726 sec): 3 clusters Score: Raw -1807312.996917 + Penalty 1870.793595 = -1805442.203322 nChanged 17 SP:Iteration 69Q (4116.377055 sec): 3 clusters Score: Raw -1807313.763164 + Penalty 1870.793595 = -1805442.969569 nChanged 15 SP:Iteration 70Q (4116.450980 sec): 3 clusters Score: Raw -1807314.464373 + Penalty 1870.793595 = -1805443.670778 nChanged 14 SP:Iteration 71Q (4116.517518 sec): 3 clusters Score: Raw -1807315.103348 + Penalty 1870.793595 = -1805444.309753 nChanged 8 SP:Iteration 72Q (4116.594463 sec): 3 clusters Score: Raw -1807315.373619 + Penalty 1870.793595 = -1805444.580024 nChanged 6 SP:Iteration 73Q (4116.663821 sec): 3 clusters Score: Raw -1807315.583097 + Penalty 1870.793595 = -1805444.789502 nChanged 3 SP:Iteration 74Q (4116.734412 sec): 3 clusters Score: Raw -1807315.716943 + Penalty 1870.793595 = -1805444.923348 nChanged 3 SP:Iteration 75Q (4116.804635 sec): 3 clusters Score: Raw -1807315.872906 + Penalty 1870.793595 = -1805445.079311 nChanged 4 SP:Iteration 76Q (4116.874468 sec): 3 clusters Score: Raw -1807316.157565 + Penalty 1870.793595 = -1805445.363970 nChanged 8 SP:Iteration 77Q (4116.938966 sec): 3 clusters Score: Raw -1807316.465992 + Penalty 1870.793595 = -1805445.672397 nChanged 3 SP:Iteration 78Q (4117.012881 sec): 3 clusters Score: Raw -1807316.565974 + Penalty 1870.793595 = -1805445.772379 nChanged 3 SP:Iteration 79Q (4117.087115 sec): 3 clusters Score: Raw -1807316.652393 + Penalty 1870.793595 = -1805445.858798 nChanged 2 SP:Iteration 80F (4117.160224 sec): 3 clusters Score: Raw -1807316.698496 + Penalty 1870.793595 = -1805445.904901 nChanged 0 Trying to split cluster 5 (2453 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4117.186769 sec): 2 clusters Score: Raw -227454.522528 + Penalty 741.481369 = -226713.041159 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4117.226558 sec): 3 clusters Score: Raw -226200.910843 + Penalty 1482.962738 = -224717.948104 nChanged 991 SP:Iteration 1F (4117.287836 sec): 3 clusters Score: Raw -226770.772637 + Penalty 1482.962738 = -225287.809899 nChanged 197 SP:Iteration 2F (4117.327622 sec): 3 clusters Score: Raw -226889.312967 + Penalty 1482.962738 = -225406.350228 nChanged 144 SP:Iteration 3F (4117.381429 sec): 3 clusters Score: Raw -226966.150668 + Penalty 1482.962738 = -225483.187930 nChanged 102 SP:Iteration 4Q (4117.424012 sec): 3 clusters Score: Raw -227028.737095 + Penalty 1482.962738 = -225545.774356 nChanged 91 SP:Iteration 5Q (4117.463585 sec): 3 clusters Score: Raw -227085.272536 + Penalty 1482.962738 = -225602.309798 nChanged 99 SP:Iteration 6Q (4117.508751 sec): 3 clusters Score: Raw -227148.514898 + Penalty 1482.962738 = -225665.552160 nChanged 80 SP:Iteration 7Q (4117.553623 sec): 3 clusters Score: Raw -227203.554950 + Penalty 1482.962738 = -225720.592211 nChanged 88 SP:Iteration 8Q (4117.592513 sec): 3 clusters Score: Raw -227254.813086 + Penalty 1482.962738 = -225771.850347 nChanged 69 SP:Iteration 9Q (4117.627363 sec): 3 clusters Score: Raw -227290.995448 + Penalty 1482.962738 = -225808.032710 nChanged 61 SP:Iteration 10Q (4117.676857 sec): 3 clusters Score: Raw -227328.952179 + Penalty 1482.962738 = -225845.989440 nChanged 64 SP:Iteration 11Q (4117.727124 sec): 3 clusters Score: Raw -227372.322611 + Penalty 1482.962738 = -225889.359872 nChanged 58 SP:Iteration 12Q (4117.777379 sec): 3 clusters Score: Raw -227409.805464 + Penalty 1482.962738 = -225926.842726 nChanged 57 SP:Iteration 13Q (4117.825260 sec): 3 clusters Score: Raw -227441.125745 + Penalty 1482.962738 = -225958.163006 nChanged 40 SP:Iteration 14Q (4117.868310 sec): 3 clusters Score: Raw -227460.715341 + Penalty 1482.962738 = -225977.752603 nChanged 31 SP:Iteration 15Q (4117.913952 sec): 3 clusters Score: Raw -227477.446257 + Penalty 1482.962738 = -225994.483519 nChanged 33 SP:Iteration 16Q (4117.959586 sec): 3 clusters Score: Raw -227491.394788 + Penalty 1482.962738 = -226008.432049 nChanged 22 SP:Iteration 17Q (4118.010268 sec): 3 clusters Score: Raw -227499.515301 + Penalty 1482.962738 = -226016.552563 nChanged 22 SP:Iteration 18Q (4118.053886 sec): 3 clusters Score: Raw -227510.759499 + Penalty 1482.962738 = -226027.796760 nChanged 20 SP:Iteration 19Q (4118.104349 sec): 3 clusters Score: Raw -227523.640147 + Penalty 1482.962738 = -226040.677409 nChanged 16 SP:Iteration 20F (4118.141052 sec): 3 clusters Score: Raw -227533.677952 + Penalty 1482.962738 = -226050.715214 nChanged 21 SP:Iteration 21Q (4118.150395 sec): 3 clusters Score: Raw -227542.699719 + Penalty 1482.962738 = -226059.736981 nChanged 16 SP:Iteration 22Q (4118.159401 sec): 3 clusters Score: Raw -227548.511548 + Penalty 1482.962738 = -226065.548810 nChanged 9 SP:Iteration 23Q (4118.168353 sec): 3 clusters Score: Raw -227553.291659 + Penalty 1482.962738 = -226070.328920 nChanged 14 SP:Iteration 24Q (4118.177272 sec): 3 clusters Score: Raw -227558.331217 + Penalty 1482.962738 = -226075.368478 nChanged 11 SP:Iteration 25Q (4118.186200 sec): 3 clusters Score: Raw -227562.743553 + Penalty 1482.962738 = -226079.780814 nChanged 6 SP:Iteration 26Q (4118.194976 sec): 3 clusters Score: Raw -227564.803978 + Penalty 1482.962738 = -226081.841240 nChanged 5 SP:Iteration 27Q (4118.203877 sec): 3 clusters Score: Raw -227565.983103 + Penalty 1482.962738 = -226083.020365 nChanged 5 SP:Iteration 28Q (4118.212777 sec): 3 clusters Score: Raw -227567.410040 + Penalty 1482.962738 = -226084.447302 nChanged 5 SP:Iteration 29Q (4118.221697 sec): 3 clusters Score: Raw -227568.096579 + Penalty 1482.962738 = -226085.133841 nChanged 2 SP:Iteration 30Q (4118.230583 sec): 3 clusters Score: Raw -227568.230892 + Penalty 1482.962738 = -226085.268154 nChanged 0 SP:Iteration 31F (4118.239448 sec): 3 clusters Score: Raw -227568.230892 + Penalty 1482.962738 = -226085.268154 nChanged 0 Trying to split cluster 6 (49082 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4118.332285 sec): 2 clusters Score: Raw -4556144.019961 + Penalty 1026.118527 = -4555117.901435 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4118.431421 sec): 3 clusters Score: Raw -4524328.333131 + Penalty 2052.237053 = -4522276.096078 nChanged 23356 SP:Iteration 1F (4118.530668 sec): 3 clusters Score: Raw -4538173.028816 + Penalty 2052.237053 = -4536120.791763 nChanged 1893 SP:Iteration 2Q (4118.645201 sec): 3 clusters Score: Raw -4538707.484860 + Penalty 2052.237053 = -4536655.247807 nChanged 1887 SP:Iteration 3Q (4118.758970 sec): 3 clusters Score: Raw -4539289.805603 + Penalty 2052.237053 = -4537237.568550 nChanged 1951 SP:Iteration 4Q (4118.867892 sec): 3 clusters Score: Raw -4539959.936820 + Penalty 2052.237053 = -4537907.699767 nChanged 2069 SP:Iteration 5Q (4118.981508 sec): 3 clusters Score: Raw -4540851.335335 + Penalty 2052.237053 = -4538799.098282 nChanged 2343 SP:Iteration 6Q (4119.092607 sec): 3 clusters Score: Raw -4542147.698195 + Penalty 2052.237053 = -4540095.461142 nChanged 2654 SP:Iteration 7F (4119.192947 sec): 3 clusters Score: Raw -4543987.443965 + Penalty 2052.237053 = -4541935.206911 nChanged 2877 SP:Iteration 8F (4119.301911 sec): 3 clusters Score: Raw -4546163.421294 + Penalty 2052.237053 = -4544111.184241 nChanged 2720 SP:Iteration 9F (4119.413182 sec): 3 clusters Score: Raw -4548130.895423 + Penalty 2052.237053 = -4546078.658370 nChanged 2322 SP:Iteration 10Q (4119.522679 sec): 3 clusters Score: Raw -4549615.749594 + Penalty 2052.237053 = -4547563.512541 nChanged 1771 SP:Iteration 11Q (4119.635300 sec): 3 clusters Score: Raw -4550525.956711 + Penalty 2052.237053 = -4548473.719658 nChanged 1353 SP:Iteration 12Q (4119.746312 sec): 3 clusters Score: Raw -4551107.945934 + Penalty 2052.237053 = -4549055.708881 nChanged 1090 SP:Iteration 13Q (4119.857937 sec): 3 clusters Score: Raw -4551559.572196 + Penalty 2052.237053 = -4549507.335142 nChanged 1010 SP:Iteration 14Q (4119.968758 sec): 3 clusters Score: Raw -4551990.839252 + Penalty 2052.237053 = -4549938.602199 nChanged 939 SP:Iteration 15Q (4120.078695 sec): 3 clusters Score: Raw -4552396.032009 + Penalty 2052.237053 = -4550343.794956 nChanged 916 SP:Iteration 16Q (4120.186677 sec): 3 clusters Score: Raw -4552817.105048 + Penalty 2052.237053 = -4550764.867995 nChanged 903 SP:Iteration 17Q (4120.303058 sec): 3 clusters Score: Raw -4553232.932075 + Penalty 2052.237053 = -4551180.695022 nChanged 849 SP:Iteration 18Q (4120.411634 sec): 3 clusters Score: Raw -4553638.037879 + Penalty 2052.237053 = -4551585.800826 nChanged 752 SP:Iteration 19Q (4120.521157 sec): 3 clusters Score: Raw -4553999.544141 + Penalty 2052.237053 = -4551947.307088 nChanged 704 SP:Iteration 20F (4120.626883 sec): 3 clusters Score: Raw -4554339.233791 + Penalty 2052.237053 = -4552286.996738 nChanged 662 SP:Iteration 21Q (4120.728011 sec): 3 clusters Score: Raw -4554677.272627 + Penalty 2052.237053 = -4552625.035574 nChanged 576 SP:Iteration 22Q (4120.827922 sec): 3 clusters Score: Raw -4554966.447088 + Penalty 2052.237053 = -4552914.210035 nChanged 508 SP:Iteration 23Q (4120.928492 sec): 3 clusters Score: Raw -4555215.301800 + Penalty 2052.237053 = -4553163.064747 nChanged 453 SP:Iteration 24Q (4121.029594 sec): 3 clusters Score: Raw -4555435.422908 + Penalty 2052.237053 = -4553383.185855 nChanged 369 SP:Iteration 25Q (4121.128221 sec): 3 clusters Score: Raw -4555607.927143 + Penalty 2052.237053 = -4553555.690090 nChanged 319 SP:Iteration 26Q (4121.236373 sec): 3 clusters Score: Raw -4555741.370099 + Penalty 2052.237053 = -4553689.133046 nChanged 245 SP:Iteration 27Q (4121.326321 sec): 3 clusters Score: Raw -4555840.790956 + Penalty 2052.237053 = -4553788.553903 nChanged 198 SP:Iteration 28Q (4121.414289 sec): 3 clusters Score: Raw -4555928.504564 + Penalty 2052.237053 = -4553876.267511 nChanged 183 SP:Iteration 29Q (4121.509838 sec): 3 clusters Score: Raw -4556000.895158 + Penalty 2052.237053 = -4553948.658105 nChanged 153 SP:Iteration 30Q (4121.600112 sec): 3 clusters Score: Raw -4556062.989734 + Penalty 2052.237053 = -4554010.752681 nChanged 129 SP:Iteration 31Q (4121.696255 sec): 3 clusters Score: Raw -4556116.926514 + Penalty 2052.237053 = -4554064.689461 nChanged 120 SP:Iteration 32Q (4121.771791 sec): 3 clusters Score: Raw -4556166.393052 + Penalty 2052.237053 = -4554114.155999 nChanged 89 SP:Iteration 33Q (4121.859097 sec): 3 clusters Score: Raw -4556199.299118 + Penalty 2052.237053 = -4554147.062065 nChanged 90 SP:Iteration 34Q (4121.953712 sec): 3 clusters Score: Raw -4556231.802850 + Penalty 2052.237053 = -4554179.565797 nChanged 63 SP:Iteration 35Q (4122.044524 sec): 3 clusters Score: Raw -4556255.187521 + Penalty 2052.237053 = -4554202.950468 nChanged 49 SP:Iteration 36Q (4122.138906 sec): 3 clusters Score: Raw -4556273.282024 + Penalty 2052.237053 = -4554221.044971 nChanged 33 SP:Iteration 37Q (4122.224261 sec): 3 clusters Score: Raw -4556283.661248 + Penalty 2052.237053 = -4554231.424195 nChanged 28 SP:Iteration 38Q (4122.318322 sec): 3 clusters Score: Raw -4556292.201733 + Penalty 2052.237053 = -4554239.964679 nChanged 22 SP:Iteration 39Q (4122.413405 sec): 3 clusters Score: Raw -4556298.292388 + Penalty 2052.237053 = -4554246.055335 nChanged 18 SP:Iteration 40F (4122.507877 sec): 3 clusters Score: Raw -4556303.080369 + Penalty 2052.237053 = -4554250.843316 nChanged 11 SP:Iteration 41Q (4122.610545 sec): 3 clusters Score: Raw -4556306.564596 + Penalty 2052.237053 = -4554254.327543 nChanged 13 SP:Iteration 42Q (4122.700268 sec): 3 clusters Score: Raw -4556309.483341 + Penalty 2052.237053 = -4554257.246288 nChanged 7 SP:Iteration 43Q (4122.802461 sec): 3 clusters Score: Raw -4556310.610876 + Penalty 2052.237053 = -4554258.373823 nChanged 7 SP:Iteration 44Q (4122.886580 sec): 3 clusters Score: Raw -4556312.097477 + Penalty 2052.237053 = -4554259.860424 nChanged 6 SP:Iteration 45Q (4122.989085 sec): 3 clusters Score: Raw -4556314.052707 + Penalty 2052.237053 = -4554261.815654 nChanged 3 SP:Iteration 46Q (4123.087021 sec): 3 clusters Score: Raw -4556314.366811 + Penalty 2052.237053 = -4554262.129758 nChanged 4 SP:Iteration 47Q (4123.187959 sec): 3 clusters Score: Raw -4556315.090327 + Penalty 2052.237053 = -4554262.853274 nChanged 3 SP:Iteration 48Q (4123.287853 sec): 3 clusters Score: Raw -4556315.626865 + Penalty 2052.237053 = -4554263.389812 nChanged 1 SP:Iteration 49Q (4123.386069 sec): 3 clusters Score: Raw -4556315.788404 + Penalty 2052.237053 = -4554263.551351 nChanged 2 SP:Iteration 50Q (4123.476956 sec): 3 clusters Score: Raw -4556316.084519 + Penalty 2052.237053 = -4554263.847466 nChanged 2 SP:Iteration 51Q (4123.579820 sec): 3 clusters Score: Raw -4556316.406185 + Penalty 2052.237053 = -4554264.169132 nChanged 3 SP:Iteration 52Q (4123.689469 sec): 3 clusters Score: Raw -4556317.068439 + Penalty 2052.237053 = -4554264.831386 nChanged 3 SP:Iteration 53Q (4123.787121 sec): 3 clusters Score: Raw -4556317.490492 + Penalty 2052.237053 = -4554265.253439 nChanged 3 SP:Iteration 54Q (4123.883212 sec): 3 clusters Score: Raw -4556318.047200 + Penalty 2052.237053 = -4554265.810147 nChanged 5 SP:Iteration 55Q (4123.981584 sec): 3 clusters Score: Raw -4556318.782310 + Penalty 2052.237053 = -4554266.545257 nChanged 3 SP:Iteration 56Q (4124.078143 sec): 3 clusters Score: Raw -4556319.532297 + Penalty 2052.237053 = -4554267.295244 nChanged 5 SP:Iteration 57Q (4124.168568 sec): 3 clusters Score: Raw -4556320.613488 + Penalty 2052.237053 = -4554268.376434 nChanged 3 SP:Iteration 58Q (4124.271285 sec): 3 clusters Score: Raw -4556321.200532 + Penalty 2052.237053 = -4554268.963479 nChanged 4 SP:Iteration 59Q (4124.377650 sec): 3 clusters Score: Raw -4556321.767911 + Penalty 2052.237053 = -4554269.530858 nChanged 3 SP:Iteration 60F (4124.485670 sec): 3 clusters Score: Raw -4556322.204463 + Penalty 2052.237053 = -4554269.967409 nChanged 3 SP:Iteration 61Q (4124.595743 sec): 3 clusters Score: Raw -4556322.501306 + Penalty 2052.237053 = -4554270.264253 nChanged 4 SP:Iteration 62Q (4124.684828 sec): 3 clusters Score: Raw -4556323.213040 + Penalty 2052.237053 = -4554270.975987 nChanged 2 SP:Iteration 63Q (4124.789367 sec): 3 clusters Score: Raw -4556323.628986 + Penalty 2052.237053 = -4554271.391932 nChanged 1 SP:Iteration 64Q (4124.892588 sec): 3 clusters Score: Raw -4556324.018409 + Penalty 2052.237053 = -4554271.781356 nChanged 1 SP:Iteration 65Q (4124.988200 sec): 3 clusters Score: Raw -4556324.156897 + Penalty 2052.237053 = -4554271.919844 nChanged 1 SP:Iteration 66Q (4125.089467 sec): 3 clusters Score: Raw -4556324.276904 + Penalty 2052.237053 = -4554272.039850 nChanged 0 SP:Iteration 67F (4125.203184 sec): 3 clusters Score: Raw -4556324.276904 + Penalty 2052.237053 = -4554272.039850 nChanged 0 Trying to split cluster 7 (22807 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4125.262452 sec): 2 clusters Score: Raw -2114211.246656 + Penalty 953.308165 = -2113257.938492 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4125.340481 sec): 3 clusters Score: Raw -2099790.696678 + Penalty 1906.616329 = -2097884.080349 nChanged 10731 SP:Iteration 1F (4125.417232 sec): 3 clusters Score: Raw -2105878.366522 + Penalty 1906.616329 = -2103971.750193 nChanged 1047 SP:Iteration 2Q (4125.494643 sec): 3 clusters Score: Raw -2106199.545594 + Penalty 1906.616329 = -2104292.929265 nChanged 946 SP:Iteration 3Q (4125.558870 sec): 3 clusters Score: Raw -2106484.825605 + Penalty 1906.616329 = -2104578.209276 nChanged 934 SP:Iteration 4Q (4125.630125 sec): 3 clusters Score: Raw -2106769.419599 + Penalty 1906.616329 = -2104862.803270 nChanged 909 SP:Iteration 5Q (4125.715391 sec): 3 clusters Score: Raw -2107038.174921 + Penalty 1906.616329 = -2105131.558591 nChanged 803 SP:Iteration 6Q (4125.786531 sec): 3 clusters Score: Raw -2107287.307676 + Penalty 1906.616329 = -2105380.691347 nChanged 801 SP:Iteration 7Q (4125.871315 sec): 3 clusters Score: Raw -2107546.902254 + Penalty 1906.616329 = -2105640.285925 nChanged 830 SP:Iteration 8Q (4125.949002 sec): 3 clusters Score: Raw -2107874.988866 + Penalty 1906.616329 = -2105968.372537 nChanged 948 SP:Iteration 9Q (4126.017514 sec): 3 clusters Score: Raw -2108356.545832 + Penalty 1906.616329 = -2106449.929502 nChanged 1093 SP:Iteration 10Q (4126.088558 sec): 3 clusters Score: Raw -2108993.249428 + Penalty 1906.616329 = -2107086.633099 nChanged 1122 SP:Iteration 11Q (4126.161002 sec): 3 clusters Score: Raw -2109741.179411 + Penalty 1906.616329 = -2107834.563082 nChanged 1129 SP:Iteration 12Q (4126.238629 sec): 3 clusters Score: Raw -2110492.284722 + Penalty 1906.616329 = -2108585.668393 nChanged 1054 SP:Iteration 13Q (4126.318227 sec): 3 clusters Score: Raw -2111139.629299 + Penalty 1906.616329 = -2109233.012970 nChanged 868 SP:Iteration 14Q (4126.394870 sec): 3 clusters Score: Raw -2111566.782745 + Penalty 1906.616329 = -2109660.166415 nChanged 634 SP:Iteration 15Q (4126.468271 sec): 3 clusters Score: Raw -2111796.668151 + Penalty 1906.616329 = -2109890.051822 nChanged 406 SP:Iteration 16Q (4126.537689 sec): 3 clusters Score: Raw -2111938.731909 + Penalty 1906.616329 = -2110032.115579 nChanged 365 SP:Iteration 17Q (4126.610035 sec): 3 clusters Score: Raw -2112066.534290 + Penalty 1906.616329 = -2110159.917961 nChanged 325 SP:Iteration 18Q (4126.692083 sec): 3 clusters Score: Raw -2112171.788849 + Penalty 1906.616329 = -2110265.172520 nChanged 307 SP:Iteration 19Q (4126.770159 sec): 3 clusters Score: Raw -2112269.845954 + Penalty 1906.616329 = -2110363.229625 nChanged 330 SP:Iteration 20F (4126.838944 sec): 3 clusters Score: Raw -2112387.485467 + Penalty 1906.616329 = -2110480.869138 nChanged 327 SP:Iteration 21Q (4126.914973 sec): 3 clusters Score: Raw -2112498.065684 + Penalty 1906.616329 = -2110591.449355 nChanged 318 SP:Iteration 22Q (4126.993023 sec): 3 clusters Score: Raw -2112607.182915 + Penalty 1906.616329 = -2110700.566585 nChanged 325 SP:Iteration 23Q (4127.077007 sec): 3 clusters Score: Raw -2112722.853279 + Penalty 1906.616329 = -2110816.236950 nChanged 319 SP:Iteration 24Q (4127.140586 sec): 3 clusters Score: Raw -2112837.150410 + Penalty 1906.616329 = -2110930.534081 nChanged 306 SP:Iteration 25Q (4127.221800 sec): 3 clusters Score: Raw -2112947.077208 + Penalty 1906.616329 = -2111040.460879 nChanged 282 SP:Iteration 26Q (4127.284030 sec): 3 clusters Score: Raw -2113044.928534 + Penalty 1906.616329 = -2111138.312205 nChanged 289 SP:Iteration 27Q (4127.358818 sec): 3 clusters Score: Raw -2113148.084055 + Penalty 1906.616329 = -2111241.467726 nChanged 263 SP:Iteration 28Q (4127.434137 sec): 3 clusters Score: Raw -2113238.457296 + Penalty 1906.616329 = -2111331.840967 nChanged 285 SP:Iteration 29Q (4127.494912 sec): 3 clusters Score: Raw -2113345.970363 + Penalty 1906.616329 = -2111439.354034 nChanged 284 SP:Iteration 30Q (4127.577023 sec): 3 clusters Score: Raw -2113452.104623 + Penalty 1906.616329 = -2111545.488293 nChanged 259 SP:Iteration 31Q (4127.644950 sec): 3 clusters Score: Raw -2113552.632122 + Penalty 1906.616329 = -2111646.015792 nChanged 238 SP:Iteration 32Q (4127.719134 sec): 3 clusters Score: Raw -2113639.657234 + Penalty 1906.616329 = -2111733.040904 nChanged 239 SP:Iteration 33Q (4127.790272 sec): 3 clusters Score: Raw -2113733.750612 + Penalty 1906.616329 = -2111827.134283 nChanged 208 SP:Iteration 34Q (4127.862197 sec): 3 clusters Score: Raw -2113812.876634 + Penalty 1906.616329 = -2111906.260305 nChanged 183 SP:Iteration 35Q (4127.925418 sec): 3 clusters Score: Raw -2113872.395816 + Penalty 1906.616329 = -2111965.779487 nChanged 151 SP:Iteration 36Q (4127.990697 sec): 3 clusters Score: Raw -2113916.782927 + Penalty 1906.616329 = -2112010.166598 nChanged 130 SP:Iteration 37Q (4128.074002 sec): 3 clusters Score: Raw -2113954.645401 + Penalty 1906.616329 = -2112048.029071 nChanged 125 SP:Iteration 38Q (4128.147010 sec): 3 clusters Score: Raw -2113991.688542 + Penalty 1906.616329 = -2112085.072213 nChanged 118 SP:Iteration 39Q (4128.196720 sec): 3 clusters Score: Raw -2114026.822704 + Penalty 1906.616329 = -2112120.206375 nChanged 121 SP:Iteration 40F (4128.272952 sec): 3 clusters Score: Raw -2114066.530464 + Penalty 1906.616329 = -2112159.914134 nChanged 128 SP:Iteration 41Q (4128.341211 sec): 3 clusters Score: Raw -2114110.862176 + Penalty 1906.616329 = -2112204.245847 nChanged 114 SP:Iteration 42Q (4128.399842 sec): 3 clusters Score: Raw -2114148.974657 + Penalty 1906.616329 = -2112242.358328 nChanged 98 SP:Iteration 43Q (4128.463976 sec): 3 clusters Score: Raw -2114181.931266 + Penalty 1906.616329 = -2112275.314936 nChanged 86 SP:Iteration 44Q (4128.526496 sec): 3 clusters Score: Raw -2114210.607939 + Penalty 1906.616329 = -2112303.991609 nChanged 79 SP:Iteration 45Q (4128.597874 sec): 3 clusters Score: Raw -2114240.102822 + Penalty 1906.616329 = -2112333.486492 nChanged 86 SP:Iteration 46Q (4128.669894 sec): 3 clusters Score: Raw -2114273.792399 + Penalty 1906.616329 = -2112367.176070 nChanged 69 SP:Iteration 47Q (4128.749595 sec): 3 clusters Score: Raw -2114300.412110 + Penalty 1906.616329 = -2112393.795781 nChanged 56 SP:Iteration 48Q (4128.817571 sec): 3 clusters Score: Raw -2114320.054852 + Penalty 1906.616329 = -2112413.438523 nChanged 46 SP:Iteration 49Q (4128.887886 sec): 3 clusters Score: Raw -2114334.305352 + Penalty 1906.616329 = -2112427.689023 nChanged 50 SP:Iteration 50Q (4128.958763 sec): 3 clusters Score: Raw -2114345.070362 + Penalty 1906.616329 = -2112438.454033 nChanged 36 SP:Iteration 51Q (4129.043288 sec): 3 clusters Score: Raw -2114353.637533 + Penalty 1906.616329 = -2112447.021204 nChanged 30 SP:Iteration 52Q (4129.116607 sec): 3 clusters Score: Raw -2114360.632943 + Penalty 1906.616329 = -2112454.016614 nChanged 28 SP:Iteration 53Q (4129.183640 sec): 3 clusters Score: Raw -2114367.251835 + Penalty 1906.616329 = -2112460.635506 nChanged 30 SP:Iteration 54Q (4129.261397 sec): 3 clusters Score: Raw -2114373.921092 + Penalty 1906.616329 = -2112467.304762 nChanged 24 SP:Iteration 55Q (4129.316148 sec): 3 clusters Score: Raw -2114379.862868 + Penalty 1906.616329 = -2112473.246539 nChanged 20 SP:Iteration 56Q (4129.386963 sec): 3 clusters Score: Raw -2114385.414716 + Penalty 1906.616329 = -2112478.798387 nChanged 20 SP:Iteration 57Q (4129.449363 sec): 3 clusters Score: Raw -2114391.004797 + Penalty 1906.616329 = -2112484.388468 nChanged 26 SP:Iteration 58Q (4129.519256 sec): 3 clusters Score: Raw -2114399.846350 + Penalty 1906.616329 = -2112493.230020 nChanged 23 SP:Iteration 59Q (4129.582183 sec): 3 clusters Score: Raw -2114406.321094 + Penalty 1906.616329 = -2112499.704765 nChanged 23 SP:Iteration 60F (4129.659466 sec): 3 clusters Score: Raw -2114412.214242 + Penalty 1906.616329 = -2112505.597913 nChanged 17 SP:Iteration 61Q (4129.729160 sec): 3 clusters Score: Raw -2114416.001958 + Penalty 1906.616329 = -2112509.385628 nChanged 14 SP:Iteration 62Q (4129.795028 sec): 3 clusters Score: Raw -2114419.869395 + Penalty 1906.616329 = -2112513.253066 nChanged 13 SP:Iteration 63Q (4129.856729 sec): 3 clusters Score: Raw -2114424.302859 + Penalty 1906.616329 = -2112517.686530 nChanged 13 SP:Iteration 64Q (4129.916190 sec): 3 clusters Score: Raw -2114428.399235 + Penalty 1906.616329 = -2112521.782906 nChanged 15 SP:Iteration 65Q (4129.977966 sec): 3 clusters Score: Raw -2114432.315523 + Penalty 1906.616329 = -2112525.699194 nChanged 12 SP:Iteration 66Q (4130.040785 sec): 3 clusters Score: Raw -2114435.213859 + Penalty 1906.616329 = -2112528.597530 nChanged 14 SP:Iteration 67Q (4130.101979 sec): 3 clusters Score: Raw -2114437.559268 + Penalty 1906.616329 = -2112530.942939 nChanged 7 SP:Iteration 68Q (4130.164692 sec): 3 clusters Score: Raw -2114438.656370 + Penalty 1906.616329 = -2112532.040040 nChanged 3 SP:Iteration 69Q (4130.235295 sec): 3 clusters Score: Raw -2114439.217240 + Penalty 1906.616329 = -2112532.600911 nChanged 2 SP:Iteration 70Q (4130.304400 sec): 3 clusters Score: Raw -2114439.495363 + Penalty 1906.616329 = -2112532.879034 nChanged 2 SP:Iteration 71Q (4130.366530 sec): 3 clusters Score: Raw -2114439.832386 + Penalty 1906.616329 = -2112533.216057 nChanged 3 SP:Iteration 72Q (4130.427887 sec): 3 clusters Score: Raw -2114440.229369 + Penalty 1906.616329 = -2112533.613040 nChanged 1 SP:Iteration 73Q (4130.497732 sec): 3 clusters Score: Raw -2114440.391194 + Penalty 1906.616329 = -2112533.774864 nChanged 1 SP:Iteration 74Q (4130.562607 sec): 3 clusters Score: Raw -2114440.501704 + Penalty 1906.616329 = -2112533.885375 nChanged 2 SP:Iteration 75Q (4130.627607 sec): 3 clusters Score: Raw -2114440.914883 + Penalty 1906.616329 = -2112534.298554 nChanged 5 SP:Iteration 76Q (4130.699050 sec): 3 clusters Score: Raw -2114441.592537 + Penalty 1906.616329 = -2112534.976208 nChanged 2 SP:Iteration 77Q (4130.768914 sec): 3 clusters Score: Raw -2114442.179715 + Penalty 1906.616329 = -2112535.563386 nChanged 3 SP:Iteration 78Q (4130.838803 sec): 3 clusters Score: Raw -2114442.620887 + Penalty 1906.616329 = -2112536.004558 nChanged 6 SP:Iteration 79Q (4130.909438 sec): 3 clusters Score: Raw -2114444.194789 + Penalty 1906.616329 = -2112537.578460 nChanged 6 SP:Iteration 80F (4130.970854 sec): 3 clusters Score: Raw -2114445.668450 + Penalty 1906.616329 = -2112539.052121 nChanged 8 SP:Iteration 81Q (4131.049320 sec): 3 clusters Score: Raw -2114447.821869 + Penalty 1906.616329 = -2112541.205540 nChanged 9 SP:Iteration 82Q (4131.120592 sec): 3 clusters Score: Raw -2114450.147426 + Penalty 1906.616329 = -2112543.531097 nChanged 6 SP:Iteration 83Q (4131.195937 sec): 3 clusters Score: Raw -2114451.662844 + Penalty 1906.616329 = -2112545.046515 nChanged 6 SP:Iteration 84Q (4131.247328 sec): 3 clusters Score: Raw -2114452.844262 + Penalty 1906.616329 = -2112546.227933 nChanged 7 SP:Iteration 85Q (4131.313522 sec): 3 clusters Score: Raw -2114454.946862 + Penalty 1906.616329 = -2112548.330533 nChanged 6 SP:Iteration 86Q (4131.379571 sec): 3 clusters Score: Raw -2114455.711437 + Penalty 1906.616329 = -2112549.095108 nChanged 0 SP:Iteration 87F (4131.456689 sec): 3 clusters Score: Raw -2114455.711437 + Penalty 1906.616329 = -2112549.095108 nChanged 0 Trying to split cluster 8 (15001 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4131.499470 sec): 2 clusters Score: Raw -1424727.392838 + Penalty 913.507854 = -1423813.884984 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4131.556623 sec): 3 clusters Score: Raw -1415595.380328 + Penalty 1827.015707 = -1413768.364621 nChanged 6849 SP:Iteration 1F (4131.621289 sec): 3 clusters Score: Raw -1419744.392880 + Penalty 1827.015707 = -1417917.377172 nChanged 1036 SP:Iteration 2F (4131.688966 sec): 3 clusters Score: Raw -1420369.607153 + Penalty 1827.015707 = -1418542.591445 nChanged 1045 SP:Iteration 3F (4131.752401 sec): 3 clusters Score: Raw -1421122.969832 + Penalty 1827.015707 = -1419295.954124 nChanged 1070 SP:Iteration 4F (4131.816566 sec): 3 clusters Score: Raw -1421977.446448 + Penalty 1827.015707 = -1420150.430741 nChanged 997 SP:Iteration 5F (4131.878603 sec): 3 clusters Score: Raw -1422835.905094 + Penalty 1827.015707 = -1421008.889386 nChanged 812 SP:Iteration 6F (4131.942339 sec): 3 clusters Score: Raw -1423499.428142 + Penalty 1827.015707 = -1421672.412435 nChanged 596 SP:Iteration 7Q (4132.004668 sec): 3 clusters Score: Raw -1423926.748638 + Penalty 1827.015707 = -1422099.732931 nChanged 386 SP:Iteration 8Q (4132.066403 sec): 3 clusters Score: Raw -1424168.749310 + Penalty 1827.015707 = -1422341.733603 nChanged 286 SP:Iteration 9Q (4132.139339 sec): 3 clusters Score: Raw -1424327.098027 + Penalty 1827.015707 = -1422500.082320 nChanged 229 SP:Iteration 10Q (4132.195632 sec): 3 clusters Score: Raw -1424440.188199 + Penalty 1827.015707 = -1422613.172491 nChanged 176 SP:Iteration 11Q (4132.259418 sec): 3 clusters Score: Raw -1424533.185270 + Penalty 1827.015707 = -1422706.169563 nChanged 158 SP:Iteration 12Q (4132.325203 sec): 3 clusters Score: Raw -1424615.055002 + Penalty 1827.015707 = -1422788.039295 nChanged 124 SP:Iteration 13Q (4132.382746 sec): 3 clusters Score: Raw -1424671.469173 + Penalty 1827.015707 = -1422844.453465 nChanged 101 SP:Iteration 14Q (4132.453478 sec): 3 clusters Score: Raw -1424710.034969 + Penalty 1827.015707 = -1422883.019262 nChanged 81 SP:Iteration 15Q (4132.506613 sec): 3 clusters Score: Raw -1424740.935239 + Penalty 1827.015707 = -1422913.919532 nChanged 71 SP:Iteration 16Q (4132.559831 sec): 3 clusters Score: Raw -1424763.650380 + Penalty 1827.015707 = -1422936.634672 nChanged 64 SP:Iteration 17Q (4132.625227 sec): 3 clusters Score: Raw -1424784.256462 + Penalty 1827.015707 = -1422957.240754 nChanged 61 SP:Iteration 18Q (4132.688109 sec): 3 clusters Score: Raw -1424804.858913 + Penalty 1827.015707 = -1422977.843206 nChanged 55 SP:Iteration 19Q (4132.749680 sec): 3 clusters Score: Raw -1424820.726558 + Penalty 1827.015707 = -1422993.710851 nChanged 49 SP:Iteration 20F (4132.819721 sec): 3 clusters Score: Raw -1424838.040881 + Penalty 1827.015707 = -1423011.025173 nChanged 47 SP:Iteration 21Q (4132.880238 sec): 3 clusters Score: Raw -1424853.919273 + Penalty 1827.015707 = -1423026.903566 nChanged 55 SP:Iteration 22Q (4132.935196 sec): 3 clusters Score: Raw -1424872.159213 + Penalty 1827.015707 = -1423045.143505 nChanged 42 SP:Iteration 23Q (4133.005459 sec): 3 clusters Score: Raw -1424887.140951 + Penalty 1827.015707 = -1423060.125243 nChanged 40 SP:Iteration 24Q (4133.071349 sec): 3 clusters Score: Raw -1424898.602413 + Penalty 1827.015707 = -1423071.586706 nChanged 29 SP:Iteration 25Q (4133.125591 sec): 3 clusters Score: Raw -1424906.347823 + Penalty 1827.015707 = -1423079.332115 nChanged 21 SP:Iteration 26Q (4133.189822 sec): 3 clusters Score: Raw -1424911.906799 + Penalty 1827.015707 = -1423084.891092 nChanged 18 SP:Iteration 27Q (4133.262146 sec): 3 clusters Score: Raw -1424916.498517 + Penalty 1827.015707 = -1423089.482810 nChanged 20 SP:Iteration 28Q (4133.328561 sec): 3 clusters Score: Raw -1424923.029309 + Penalty 1827.015707 = -1423096.013601 nChanged 16 SP:Iteration 29Q (4133.389968 sec): 3 clusters Score: Raw -1424926.120570 + Penalty 1827.015707 = -1423099.104863 nChanged 13 SP:Iteration 30Q (4133.438802 sec): 3 clusters Score: Raw -1424928.677036 + Penalty 1827.015707 = -1423101.661328 nChanged 10 SP:Iteration 31Q (4133.510390 sec): 3 clusters Score: Raw -1424930.706157 + Penalty 1827.015707 = -1423103.690449 nChanged 12 SP:Iteration 32Q (4133.571112 sec): 3 clusters Score: Raw -1424932.978178 + Penalty 1827.015707 = -1423105.962471 nChanged 8 SP:Iteration 33Q (4133.631667 sec): 3 clusters Score: Raw -1424934.193591 + Penalty 1827.015707 = -1423107.177884 nChanged 4 SP:Iteration 34Q (4133.683421 sec): 3 clusters Score: Raw -1424934.817488 + Penalty 1827.015707 = -1423107.801781 nChanged 5 SP:Iteration 35Q (4133.753281 sec): 3 clusters Score: Raw -1424936.650023 + Penalty 1827.015707 = -1423109.634316 nChanged 4 SP:Iteration 36Q (4133.815007 sec): 3 clusters Score: Raw -1424937.581901 + Penalty 1827.015707 = -1423110.566194 nChanged 5 SP:Iteration 37Q (4133.871740 sec): 3 clusters Score: Raw -1424939.320712 + Penalty 1827.015707 = -1423112.305005 nChanged 7 SP:Iteration 38Q (4133.924732 sec): 3 clusters Score: Raw -1424941.073495 + Penalty 1827.015707 = -1423114.057787 nChanged 5 SP:Iteration 39Q (4133.996270 sec): 3 clusters Score: Raw -1424942.333464 + Penalty 1827.015707 = -1423115.317757 nChanged 8 SP:Iteration 40F (4134.051490 sec): 3 clusters Score: Raw -1424944.346388 + Penalty 1827.015707 = -1423117.330680 nChanged 8 SP:Iteration 41Q (4134.115756 sec): 3 clusters Score: Raw -1424946.888890 + Penalty 1827.015707 = -1423119.873183 nChanged 9 SP:Iteration 42Q (4134.180848 sec): 3 clusters Score: Raw -1424948.792221 + Penalty 1827.015707 = -1423121.776514 nChanged 2 SP:Iteration 43Q (4134.249443 sec): 3 clusters Score: Raw -1424949.426624 + Penalty 1827.015707 = -1423122.410916 nChanged 4 SP:Iteration 44Q (4134.307559 sec): 3 clusters Score: Raw -1424950.318741 + Penalty 1827.015707 = -1423123.303034 nChanged 4 SP:Iteration 45Q (4134.372080 sec): 3 clusters Score: Raw -1424951.026708 + Penalty 1827.015707 = -1423124.011001 nChanged 2 SP:Iteration 46Q (4134.426629 sec): 3 clusters Score: Raw -1424951.710238 + Penalty 1827.015707 = -1423124.694531 nChanged 3 SP:Iteration 47Q (4134.493498 sec): 3 clusters Score: Raw -1424952.261222 + Penalty 1827.015707 = -1423125.245515 nChanged 3 SP:Iteration 48Q (4134.558545 sec): 3 clusters Score: Raw -1424953.109305 + Penalty 1827.015707 = -1423126.093598 nChanged 3 SP:Iteration 49Q (4134.609095 sec): 3 clusters Score: Raw -1424953.452216 + Penalty 1827.015707 = -1423126.436509 nChanged 2 SP:Iteration 50Q (4134.677096 sec): 3 clusters Score: Raw -1424954.129650 + Penalty 1827.015707 = -1423127.113942 nChanged 6 SP:Iteration 51Q (4134.734333 sec): 3 clusters Score: Raw -1424956.260922 + Penalty 1827.015707 = -1423129.245214 nChanged 9 SP:Iteration 52Q (4134.792787 sec): 3 clusters Score: Raw -1424958.161463 + Penalty 1827.015707 = -1423131.145756 nChanged 4 SP:Iteration 53Q (4134.853131 sec): 3 clusters Score: Raw -1424959.539388 + Penalty 1827.015707 = -1423132.523680 nChanged 6 SP:Iteration 54Q (4134.914699 sec): 3 clusters Score: Raw -1424961.056929 + Penalty 1827.015707 = -1423134.041221 nChanged 2 SP:Iteration 55Q (4134.975842 sec): 3 clusters Score: Raw -1424961.575916 + Penalty 1827.015707 = -1423134.560208 nChanged 2 SP:Iteration 56Q (4135.040048 sec): 3 clusters Score: Raw -1424961.851704 + Penalty 1827.015707 = -1423134.835997 nChanged 3 SP:Iteration 57Q (4135.102494 sec): 3 clusters Score: Raw -1424962.880971 + Penalty 1827.015707 = -1423135.865264 nChanged 4 SP:Iteration 58Q (4135.154845 sec): 3 clusters Score: Raw -1424964.807730 + Penalty 1827.015707 = -1423137.792022 nChanged 6 SP:Iteration 59Q (4135.226921 sec): 3 clusters Score: Raw -1424965.995000 + Penalty 1827.015707 = -1423138.979292 nChanged 1 SP:Iteration 60F (4135.278157 sec): 3 clusters Score: Raw -1424966.171107 + Penalty 1827.015707 = -1423139.155400 nChanged 1 SP:Iteration 61Q (4135.339614 sec): 3 clusters Score: Raw -1424966.446417 + Penalty 1827.015707 = -1423139.430710 nChanged 0 SP:Iteration 62F (4135.410047 sec): 3 clusters Score: Raw -1424966.446417 + Penalty 1827.015707 = -1423139.430710 nChanged 0 Trying to split cluster 9 (1937 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4135.441796 sec): 2 clusters Score: Raw -176474.046945 + Penalty 719.045088 = -175755.001857 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4135.489496 sec): 3 clusters Score: Raw -175578.901320 + Penalty 1438.090176 = -174140.811143 nChanged 754 SP:Iteration 1F (4135.527942 sec): 3 clusters Score: Raw -176112.081337 + Penalty 1438.090176 = -174673.991161 nChanged 163 SP:Iteration 2F (4135.582764 sec): 3 clusters Score: Raw -176260.072243 + Penalty 1438.090176 = -174821.982067 nChanged 135 SP:Iteration 3F (4135.629263 sec): 3 clusters Score: Raw -176396.276293 + Penalty 1438.090176 = -174958.186117 nChanged 120 SP:Iteration 4F (4135.666434 sec): 3 clusters Score: Raw -176536.526336 + Penalty 1438.090176 = -175098.436160 nChanged 100 SP:Iteration 5F (4135.707363 sec): 3 clusters Score: Raw -176649.468115 + Penalty 1438.090176 = -175211.377939 nChanged 82 SP:Iteration 6Q (4135.761154 sec): 3 clusters Score: Raw -176728.820826 + Penalty 1438.090176 = -175290.730650 nChanged 55 SP:Iteration 7Q (4135.801166 sec): 3 clusters Score: Raw -176767.982082 + Penalty 1438.090176 = -175329.891906 nChanged 42 SP:Iteration 8Q (4135.851734 sec): 3 clusters Score: Raw -176792.895028 + Penalty 1438.090176 = -175354.804852 nChanged 28 SP:Iteration 9Q (4135.900550 sec): 3 clusters Score: Raw -176808.723751 + Penalty 1438.090176 = -175370.633575 nChanged 19 SP:Iteration 10Q (4135.951085 sec): 3 clusters Score: Raw -176817.695526 + Penalty 1438.090176 = -175379.605350 nChanged 12 SP:Iteration 11Q (4135.997430 sec): 3 clusters Score: Raw -176825.135233 + Penalty 1438.090176 = -175387.045057 nChanged 17 SP:Iteration 12Q (4136.042488 sec): 3 clusters Score: Raw -176834.328265 + Penalty 1438.090176 = -175396.238088 nChanged 9 SP:Iteration 13Q (4136.093859 sec): 3 clusters Score: Raw -176838.708779 + Penalty 1438.090176 = -175400.618603 nChanged 8 SP:Iteration 14Q (4136.135537 sec): 3 clusters Score: Raw -176843.848184 + Penalty 1438.090176 = -175405.758008 nChanged 10 SP:Iteration 15Q (4136.185998 sec): 3 clusters Score: Raw -176847.324909 + Penalty 1438.090176 = -175409.234733 nChanged 3 SP:Iteration 16Q (4136.231590 sec): 3 clusters Score: Raw -176848.058176 + Penalty 1438.090176 = -175409.968000 nChanged 0 SP:Iteration 17F (4136.282211 sec): 3 clusters Score: Raw -176848.058176 + Penalty 1438.090176 = -175409.968000 nChanged 0 Trying to split cluster 10 (69818 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4136.382201 sec): 2 clusters Score: Raw -6617559.335103 + Penalty 1059.596478 = -6616499.738625 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4136.519352 sec): 3 clusters Score: Raw -6571884.983022 + Penalty 2119.192956 = -6569765.790066 nChanged 33498 SP:Iteration 1F (4136.645555 sec): 3 clusters Score: Raw -6592117.594963 + Penalty 2119.192956 = -6589998.402007 nChanged 2876 SP:Iteration 2Q (4136.780375 sec): 3 clusters Score: Raw -6593030.414141 + Penalty 2119.192956 = -6590911.221185 nChanged 3197 SP:Iteration 3Q (4136.912998 sec): 3 clusters Score: Raw -6594237.523973 + Penalty 2119.192956 = -6592118.331017 nChanged 3615 SP:Iteration 4F (4137.043686 sec): 3 clusters Score: Raw -6595931.562841 + Penalty 2119.192956 = -6593812.369886 nChanged 4036 SP:Iteration 5F (4137.165265 sec): 3 clusters Score: Raw -6598289.608742 + Penalty 2119.192956 = -6596170.415786 nChanged 4222 SP:Iteration 6F (4137.284566 sec): 3 clusters Score: Raw -6601319.839355 + Penalty 2119.192956 = -6599200.646400 nChanged 4228 SP:Iteration 7F (4137.408820 sec): 3 clusters Score: Raw -6604931.827335 + Penalty 2119.192956 = -6602812.634380 nChanged 3783 SP:Iteration 8F (4137.535822 sec): 3 clusters Score: Raw -6608401.637132 + Penalty 2119.192956 = -6606282.444176 nChanged 3019 SP:Iteration 9Q (4137.666504 sec): 3 clusters Score: Raw -6610627.469506 + Penalty 2119.192956 = -6608508.276551 nChanged 2142 SP:Iteration 10Q (4137.797330 sec): 3 clusters Score: Raw -6611934.162425 + Penalty 2119.192956 = -6609814.969469 nChanged 1631 SP:Iteration 11Q (4137.925994 sec): 3 clusters Score: Raw -6612884.412793 + Penalty 2119.192956 = -6610765.219838 nChanged 1403 SP:Iteration 12Q (4138.046285 sec): 3 clusters Score: Raw -6613670.712802 + Penalty 2119.192956 = -6611551.519847 nChanged 1280 SP:Iteration 13Q (4138.182714 sec): 3 clusters Score: Raw -6614367.547380 + Penalty 2119.192956 = -6612248.354425 nChanged 1159 SP:Iteration 14Q (4138.302536 sec): 3 clusters Score: Raw -6615005.453610 + Penalty 2119.192956 = -6612886.260654 nChanged 997 SP:Iteration 15Q (4138.399041 sec): 3 clusters Score: Raw -6615536.512855 + Penalty 2119.192956 = -6613417.319899 nChanged 869 SP:Iteration 16Q (4138.520817 sec): 3 clusters Score: Raw -6615985.331739 + Penalty 2119.192956 = -6613866.138783 nChanged 758 SP:Iteration 17Q (4138.646801 sec): 3 clusters Score: Raw -6616345.650826 + Penalty 2119.192956 = -6614226.457870 nChanged 657 SP:Iteration 18Q (4138.769465 sec): 3 clusters Score: Raw -6616643.084703 + Penalty 2119.192956 = -6614523.891747 nChanged 559 SP:Iteration 19Q (4138.910047 sec): 3 clusters Score: Raw -6616880.209773 + Penalty 2119.192956 = -6614761.016817 nChanged 429 SP:Iteration 20F (4139.037860 sec): 3 clusters Score: Raw -6617045.620975 + Penalty 2119.192956 = -6614926.428019 nChanged 364 SP:Iteration 21Q (4139.164043 sec): 3 clusters Score: Raw -6617177.126477 + Penalty 2119.192956 = -6615057.933521 nChanged 311 SP:Iteration 22Q (4139.285407 sec): 3 clusters Score: Raw -6617292.509249 + Penalty 2119.192956 = -6615173.316293 nChanged 273 SP:Iteration 23Q (4139.406809 sec): 3 clusters Score: Raw -6617399.390525 + Penalty 2119.192956 = -6615280.197569 nChanged 255 SP:Iteration 24Q (4139.530601 sec): 3 clusters Score: Raw -6617498.489915 + Penalty 2119.192956 = -6615379.296959 nChanged 197 SP:Iteration 25Q (4139.658621 sec): 3 clusters Score: Raw -6617561.775460 + Penalty 2119.192956 = -6615442.582505 nChanged 159 SP:Iteration 26Q (4139.765435 sec): 3 clusters Score: Raw -6617615.014443 + Penalty 2119.192956 = -6615495.821487 nChanged 126 SP:Iteration 27Q (4139.885956 sec): 3 clusters Score: Raw -6617655.215793 + Penalty 2119.192956 = -6615536.022837 nChanged 96 SP:Iteration 28Q (4140.003087 sec): 3 clusters Score: Raw -6617683.024268 + Penalty 2119.192956 = -6615563.831312 nChanged 79 SP:Iteration 29Q (4140.129840 sec): 3 clusters Score: Raw -6617702.915601 + Penalty 2119.192956 = -6615583.722645 nChanged 64 SP:Iteration 30Q (4140.248564 sec): 3 clusters Score: Raw -6617720.833534 + Penalty 2119.192956 = -6615601.640579 nChanged 75 SP:Iteration 31Q (4140.367929 sec): 3 clusters Score: Raw -6617746.377048 + Penalty 2119.192956 = -6615627.184093 nChanged 77 SP:Iteration 32Q (4140.477061 sec): 3 clusters Score: Raw -6617772.166827 + Penalty 2119.192956 = -6615652.973872 nChanged 70 SP:Iteration 33Q (4140.607585 sec): 3 clusters Score: Raw -6617795.398960 + Penalty 2119.192956 = -6615676.206004 nChanged 58 SP:Iteration 34Q (4140.727495 sec): 3 clusters Score: Raw -6617814.107682 + Penalty 2119.192956 = -6615694.914726 nChanged 44 SP:Iteration 35Q (4140.858650 sec): 3 clusters Score: Raw -6617828.121765 + Penalty 2119.192956 = -6615708.928809 nChanged 52 SP:Iteration 36Q (4140.976247 sec): 3 clusters Score: Raw -6617842.760551 + Penalty 2119.192956 = -6615723.567595 nChanged 36 SP:Iteration 37Q (4141.097599 sec): 3 clusters Score: Raw -6617854.180723 + Penalty 2119.192956 = -6615734.987767 nChanged 35 SP:Iteration 38Q (4141.221102 sec): 3 clusters Score: Raw -6617863.865328 + Penalty 2119.192956 = -6615744.672372 nChanged 25 SP:Iteration 39Q (4141.343546 sec): 3 clusters Score: Raw -6617871.134872 + Penalty 2119.192956 = -6615751.941917 nChanged 21 SP:Iteration 40F (4141.480923 sec): 3 clusters Score: Raw -6617876.957281 + Penalty 2119.192956 = -6615757.764325 nChanged 18 SP:Iteration 41Q (4141.591262 sec): 3 clusters Score: Raw -6617881.583963 + Penalty 2119.192956 = -6615762.391008 nChanged 10 SP:Iteration 42Q (4141.716103 sec): 3 clusters Score: Raw -6617883.567783 + Penalty 2119.192956 = -6615764.374827 nChanged 6 SP:Iteration 43Q (4141.836682 sec): 3 clusters Score: Raw -6617885.147844 + Penalty 2119.192956 = -6615765.954888 nChanged 4 SP:Iteration 44Q (4141.955356 sec): 3 clusters Score: Raw -6617886.252424 + Penalty 2119.192956 = -6615767.059468 nChanged 7 SP:Iteration 45Q (4142.066415 sec): 3 clusters Score: Raw -6617888.476427 + Penalty 2119.192956 = -6615769.283471 nChanged 9 SP:Iteration 46Q (4142.190446 sec): 3 clusters Score: Raw -6617890.966386 + Penalty 2119.192956 = -6615771.773431 nChanged 7 SP:Iteration 47Q (4142.317602 sec): 3 clusters Score: Raw -6617891.927132 + Penalty 2119.192956 = -6615772.734176 nChanged 3 SP:Iteration 48Q (4142.439819 sec): 3 clusters Score: Raw -6617892.556862 + Penalty 2119.192956 = -6615773.363907 nChanged 5 SP:Iteration 49Q (4142.560116 sec): 3 clusters Score: Raw -6617893.267892 + Penalty 2119.192956 = -6615774.074937 nChanged 2 SP:Iteration 50Q (4142.672257 sec): 3 clusters Score: Raw -6617893.579882 + Penalty 2119.192956 = -6615774.386926 nChanged 2 SP:Iteration 51Q (4142.796218 sec): 3 clusters Score: Raw -6617893.871165 + Penalty 2119.192956 = -6615774.678210 nChanged 2 SP:Iteration 52Q (4142.914641 sec): 3 clusters Score: Raw -6617894.183957 + Penalty 2119.192956 = -6615774.991002 nChanged 2 SP:Iteration 53Q (4143.035489 sec): 3 clusters Score: Raw -6617894.392400 + Penalty 2119.192956 = -6615775.199444 nChanged 1 SP:Iteration 54Q (4143.164557 sec): 3 clusters Score: Raw -6617894.486767 + Penalty 2119.192956 = -6615775.293811 nChanged 1 SP:Iteration 55Q (4143.279016 sec): 3 clusters Score: Raw -6617894.600660 + Penalty 2119.192956 = -6615775.407704 nChanged 2 SP:Iteration 56Q (4143.393941 sec): 3 clusters Score: Raw -6617894.863872 + Penalty 2119.192956 = -6615775.670916 nChanged 3 SP:Iteration 57Q (4143.497281 sec): 3 clusters Score: Raw -6617895.764781 + Penalty 2119.192956 = -6615776.571826 nChanged 2 SP:Iteration 58Q (4143.617969 sec): 3 clusters Score: Raw -6617896.073751 + Penalty 2119.192956 = -6615776.880796 nChanged 4 SP:Iteration 59Q (4143.747774 sec): 3 clusters Score: Raw -6617896.865776 + Penalty 2119.192956 = -6615777.672820 nChanged 5 SP:Iteration 60F (4143.886062 sec): 3 clusters Score: Raw -6617897.799810 + Penalty 2119.192956 = -6615778.606854 nChanged 2 SP:Iteration 61Q (4144.007762 sec): 3 clusters Score: Raw -6617898.290793 + Penalty 2119.192956 = -6615779.097837 nChanged 0 SP:Iteration 62F (4144.139846 sec): 3 clusters Score: Raw -6617898.290793 + Penalty 2119.192956 = -6615779.097837 nChanged 0 Trying to split cluster 11 (216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4144.159400 sec): 2 clusters Score: Raw -16072.799040 + Penalty 510.651449 = -15562.147592 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4144.208326 sec): 3 clusters Score: Raw -16115.607842 + Penalty 1021.302897 = -15094.304944 nChanged 45 SP:Iteration 1F (4144.246372 sec): 3 clusters Score: Raw -16245.896096 + Penalty 1021.302897 = -15224.593199 nChanged 22 SP:Iteration 2F (4144.295248 sec): 3 clusters Score: Raw -16311.069044 + Penalty 1021.302897 = -15289.766146 nChanged 12 SP:Iteration 3F (4144.343982 sec): 3 clusters Score: Raw -16369.878082 + Penalty 1021.302897 = -15348.575185 nChanged 16 SP:Iteration 4F (4144.388691 sec): 3 clusters Score: Raw -16426.025369 + Penalty 1021.302897 = -15404.722471 nChanged 8 SP:Iteration 5Q (4144.437420 sec): 3 clusters Score: Raw -16491.007720 + Penalty 1021.302897 = -15469.704822 nChanged 9 SP:Iteration 6Q (4144.484641 sec): 3 clusters Score: Raw -16527.942358 + Penalty 1021.302897 = -15506.639461 nChanged 5 SP:Iteration 7Q (4144.533447 sec): 3 clusters Score: Raw -16539.474497 + Penalty 1021.302897 = -15518.171600 nChanged 3 SP:Iteration 8Q (4144.580771 sec): 3 clusters Score: Raw -16579.800882 + Penalty 1021.302897 = -15558.497985 nChanged 2 SP:Iteration 9Q (4144.627936 sec): 3 clusters Score: Raw -16583.886994 + Penalty 1021.302897 = -15562.584097 nChanged 0 SP:Iteration 10F (4144.665683 sec): 3 clusters Score: Raw -16594.894576 + Penalty 1021.302897 = -15573.591678 nChanged 1 SP:Iteration 11Q (4144.714668 sec): 3 clusters Score: Raw -16760.853829 + Penalty 1021.302897 = -15739.550932 nChanged 2 SP:Iteration 12Q (4144.763480 sec): 3 clusters Score: Raw -16774.100536 + Penalty 1021.302897 = -15752.797638 nChanged 2 SP:Iteration 13Q (4144.818283 sec): 3 clusters Score: Raw -16784.852154 + Penalty 1021.302897 = -15763.549256 nChanged 1 SP:Iteration 14Q (4144.850236 sec): 3 clusters Score: Raw -16787.470070 + Penalty 1021.302897 = -15766.167172 nChanged 0 SP:Iteration 15F (4144.893231 sec): 3 clusters Score: Raw -16787.470070 + Penalty 1021.302897 = -15766.167172 nChanged 0 Score: Raw -89569338.375070 + Penalty 55047.896722 = -89514290.478348 Splitting cluster 11 changes total score from -89514885.350500 to -89514290.478348 So it's not getting split. Trying to split cluster 12 (24487 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4163.589197 sec): 2 clusters Score: Raw -2176973.627252 + Penalty 960.060276 = -2176013.566975 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4163.669986 sec): 3 clusters Score: Raw -2161601.819708 + Penalty 1920.120552 = -2159681.699156 nChanged 11489 SP:Iteration 1F (4163.750255 sec): 3 clusters Score: Raw -2168057.054822 + Penalty 1920.120552 = -2166136.934270 nChanged 1144 SP:Iteration 2Q (4163.832077 sec): 3 clusters Score: Raw -2168484.899983 + Penalty 1920.120552 = -2166564.779431 nChanged 1143 SP:Iteration 3Q (4163.914421 sec): 3 clusters Score: Raw -2168974.596236 + Penalty 1920.120552 = -2167054.475684 nChanged 1259 SP:Iteration 4F (4163.992994 sec): 3 clusters Score: Raw -2169558.614378 + Penalty 1920.120552 = -2167638.493826 nChanged 1316 SP:Iteration 5F (4164.068679 sec): 3 clusters Score: Raw -2170254.618231 + Penalty 1920.120552 = -2168334.497679 nChanged 1365 SP:Iteration 6F (4164.146356 sec): 3 clusters Score: Raw -2171100.027420 + Penalty 1920.120552 = -2169179.906868 nChanged 1429 SP:Iteration 7F (4164.223751 sec): 3 clusters Score: Raw -2172016.048870 + Penalty 1920.120552 = -2170095.928318 nChanged 1371 SP:Iteration 8F (4164.302428 sec): 3 clusters Score: Raw -2172853.878419 + Penalty 1920.120552 = -2170933.757866 nChanged 1208 SP:Iteration 9Q (4164.383896 sec): 3 clusters Score: Raw -2173457.133063 + Penalty 1920.120552 = -2171537.012511 nChanged 812 SP:Iteration 10Q (4164.453512 sec): 3 clusters Score: Raw -2173727.566717 + Penalty 1920.120552 = -2171807.446165 nChanged 549 SP:Iteration 11Q (4164.533687 sec): 3 clusters Score: Raw -2173874.904263 + Penalty 1920.120552 = -2171954.783711 nChanged 394 SP:Iteration 12Q (4164.604768 sec): 3 clusters Score: Raw -2173976.740497 + Penalty 1920.120552 = -2172056.619945 nChanged 365 SP:Iteration 13Q (4164.681611 sec): 3 clusters Score: Raw -2174081.959519 + Penalty 1920.120552 = -2172161.838967 nChanged 365 SP:Iteration 14Q (4164.765400 sec): 3 clusters Score: Raw -2174188.797259 + Penalty 1920.120552 = -2172268.676707 nChanged 375 SP:Iteration 15Q (4164.844356 sec): 3 clusters Score: Raw -2174307.640320 + Penalty 1920.120552 = -2172387.519768 nChanged 414 SP:Iteration 16Q (4164.916418 sec): 3 clusters Score: Raw -2174448.186700 + Penalty 1920.120552 = -2172528.066147 nChanged 402 SP:Iteration 17Q (4164.987288 sec): 3 clusters Score: Raw -2174593.509250 + Penalty 1920.120552 = -2172673.388697 nChanged 402 SP:Iteration 18Q (4165.056811 sec): 3 clusters Score: Raw -2174742.388674 + Penalty 1920.120552 = -2172822.268122 nChanged 384 SP:Iteration 19Q (4165.128038 sec): 3 clusters Score: Raw -2174893.887448 + Penalty 1920.120552 = -2172973.766895 nChanged 392 SP:Iteration 20F (4165.206221 sec): 3 clusters Score: Raw -2175044.116630 + Penalty 1920.120552 = -2173123.996077 nChanged 366 SP:Iteration 21Q (4165.272559 sec): 3 clusters Score: Raw -2175199.584445 + Penalty 1920.120552 = -2173279.463893 nChanged 356 SP:Iteration 22Q (4165.350792 sec): 3 clusters Score: Raw -2175373.499300 + Penalty 1920.120552 = -2173453.378747 nChanged 358 SP:Iteration 23Q (4165.432648 sec): 3 clusters Score: Raw -2175576.556512 + Penalty 1920.120552 = -2173656.435960 nChanged 340 SP:Iteration 24Q (4165.505089 sec): 3 clusters Score: Raw -2175772.626265 + Penalty 1920.120552 = -2173852.505712 nChanged 318 SP:Iteration 25Q (4165.576606 sec): 3 clusters Score: Raw -2175976.231916 + Penalty 1920.120552 = -2174056.111363 nChanged 307 SP:Iteration 26Q (4165.660597 sec): 3 clusters Score: Raw -2176187.176416 + Penalty 1920.120552 = -2174267.055864 nChanged 288 SP:Iteration 27Q (4165.737836 sec): 3 clusters Score: Raw -2176358.032369 + Penalty 1920.120552 = -2174437.911817 nChanged 241 SP:Iteration 28Q (4165.815461 sec): 3 clusters Score: Raw -2176482.703519 + Penalty 1920.120552 = -2174562.582967 nChanged 215 SP:Iteration 29Q (4165.892443 sec): 3 clusters Score: Raw -2176594.329109 + Penalty 1920.120552 = -2174674.208556 nChanged 194 SP:Iteration 30Q (4165.968406 sec): 3 clusters Score: Raw -2176680.047397 + Penalty 1920.120552 = -2174759.926845 nChanged 162 SP:Iteration 31Q (4166.043927 sec): 3 clusters Score: Raw -2176741.889524 + Penalty 1920.120552 = -2174821.768972 nChanged 135 SP:Iteration 32Q (4166.120458 sec): 3 clusters Score: Raw -2176788.652389 + Penalty 1920.120552 = -2174868.531836 nChanged 125 SP:Iteration 33Q (4166.194552 sec): 3 clusters Score: Raw -2176831.102032 + Penalty 1920.120552 = -2174910.981480 nChanged 109 SP:Iteration 34Q (4166.271949 sec): 3 clusters Score: Raw -2176861.675432 + Penalty 1920.120552 = -2174941.554879 nChanged 97 SP:Iteration 35Q (4166.345228 sec): 3 clusters Score: Raw -2176889.639381 + Penalty 1920.120552 = -2174969.518829 nChanged 86 SP:Iteration 36Q (4166.408884 sec): 3 clusters Score: Raw -2176912.676203 + Penalty 1920.120552 = -2174992.555650 nChanged 81 SP:Iteration 37Q (4166.476611 sec): 3 clusters Score: Raw -2176932.042549 + Penalty 1920.120552 = -2175011.921997 nChanged 62 SP:Iteration 38Q (4166.556634 sec): 3 clusters Score: Raw -2176945.259024 + Penalty 1920.120552 = -2175025.138472 nChanged 52 SP:Iteration 39Q (4166.631780 sec): 3 clusters Score: Raw -2176954.013380 + Penalty 1920.120552 = -2175033.892828 nChanged 35 SP:Iteration 40F (4166.710896 sec): 3 clusters Score: Raw -2176965.600041 + Penalty 1920.120552 = -2175045.479488 nChanged 38 SP:Iteration 41Q (4166.772600 sec): 3 clusters Score: Raw -2176971.631647 + Penalty 1920.120552 = -2175051.511094 nChanged 22 SP:Iteration 42Q (4166.848408 sec): 3 clusters Score: Raw -2176975.862265 + Penalty 1920.120552 = -2175055.741713 nChanged 31 SP:Iteration 43Q (4166.923524 sec): 3 clusters Score: Raw -2176981.121208 + Penalty 1920.120552 = -2175061.000655 nChanged 23 SP:Iteration 44Q (4166.988803 sec): 3 clusters Score: Raw -2176983.895342 + Penalty 1920.120552 = -2175063.774790 nChanged 18 SP:Iteration 45Q (4167.072518 sec): 3 clusters Score: Raw -2176986.616601 + Penalty 1920.120552 = -2175066.496049 nChanged 26 SP:Iteration 46Q (4167.146381 sec): 3 clusters Score: Raw -2176990.453385 + Penalty 1920.120552 = -2175070.332833 nChanged 28 SP:Iteration 47Q (4167.221136 sec): 3 clusters Score: Raw -2176995.340976 + Penalty 1920.120552 = -2175075.220424 nChanged 26 SP:Iteration 48Q (4167.299937 sec): 3 clusters Score: Raw -2176998.303145 + Penalty 1920.120552 = -2175078.182592 nChanged 24 SP:Iteration 49Q (4167.375731 sec): 3 clusters Score: Raw -2177001.324957 + Penalty 1920.120552 = -2175081.204405 nChanged 24 SP:Iteration 50Q (4167.451558 sec): 3 clusters Score: Raw -2177004.650861 + Penalty 1920.120552 = -2175084.530309 nChanged 18 SP:Iteration 51Q (4167.520764 sec): 3 clusters Score: Raw -2177006.697068 + Penalty 1920.120552 = -2175086.576516 nChanged 11 SP:Iteration 52Q (4167.593734 sec): 3 clusters Score: Raw -2177008.101212 + Penalty 1920.120552 = -2175087.980660 nChanged 16 SP:Iteration 53Q (4167.649862 sec): 3 clusters Score: Raw -2177009.504284 + Penalty 1920.120552 = -2175089.383732 nChanged 9 SP:Iteration 54Q (4167.715704 sec): 3 clusters Score: Raw -2177010.422697 + Penalty 1920.120552 = -2175090.302144 nChanged 14 SP:Iteration 55Q (4167.783199 sec): 3 clusters Score: Raw -2177011.551299 + Penalty 1920.120552 = -2175091.430747 nChanged 8 SP:Iteration 56Q (4167.863782 sec): 3 clusters Score: Raw -2177012.275306 + Penalty 1920.120552 = -2175092.154754 nChanged 11 SP:Iteration 57Q (4167.930504 sec): 3 clusters Score: Raw -2177013.254538 + Penalty 1920.120552 = -2175093.133985 nChanged 5 SP:Iteration 58Q (4168.003917 sec): 3 clusters Score: Raw -2177013.686858 + Penalty 1920.120552 = -2175093.566305 nChanged 2 SP:Iteration 59Q (4168.070741 sec): 3 clusters Score: Raw -2177013.825119 + Penalty 1920.120552 = -2175093.704566 nChanged 0 SP:Iteration 60F (4168.146726 sec): 3 clusters Score: Raw -2177013.825119 + Penalty 1920.120552 = -2175093.704566 nChanged 0 Trying to split cluster 13 (28298 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4168.191516 sec): 2 clusters Score: Raw -2678186.649458 + Penalty 973.801909 = -2677212.847549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4168.284341 sec): 3 clusters Score: Raw -2660227.407793 + Penalty 1947.603818 = -2658279.803975 nChanged 13194 SP:Iteration 1F (4168.370706 sec): 3 clusters Score: Raw -2667561.324137 + Penalty 1947.603818 = -2665613.720319 nChanged 1092 SP:Iteration 2Q (4168.449431 sec): 3 clusters Score: Raw -2667877.944576 + Penalty 1947.603818 = -2665930.340758 nChanged 1108 SP:Iteration 3Q (4168.516256 sec): 3 clusters Score: Raw -2668210.241190 + Penalty 1947.603818 = -2666262.637372 nChanged 1114 SP:Iteration 4Q (4168.606678 sec): 3 clusters Score: Raw -2668583.635060 + Penalty 1947.603818 = -2666636.031242 nChanged 1153 SP:Iteration 5Q (4168.680434 sec): 3 clusters Score: Raw -2669062.074825 + Penalty 1947.603818 = -2667114.471007 nChanged 1254 SP:Iteration 6Q (4168.763727 sec): 3 clusters Score: Raw -2669712.258088 + Penalty 1947.603818 = -2667764.654270 nChanged 1506 SP:Iteration 7F (4168.840895 sec): 3 clusters Score: Raw -2670741.771500 + Penalty 1947.603818 = -2668794.167682 nChanged 1687 SP:Iteration 8F (4168.921616 sec): 3 clusters Score: Raw -2672143.822826 + Penalty 1947.603818 = -2670196.219008 nChanged 1755 SP:Iteration 9F (4169.004353 sec): 3 clusters Score: Raw -2673642.339411 + Penalty 1947.603818 = -2671694.735593 nChanged 1605 SP:Iteration 10F (4169.069247 sec): 3 clusters Score: Raw -2674842.507137 + Penalty 1947.603818 = -2672894.903320 nChanged 1370 SP:Iteration 11Q (4169.152537 sec): 3 clusters Score: Raw -2675657.468664 + Penalty 1947.603818 = -2673709.864846 nChanged 1061 SP:Iteration 12Q (4169.235796 sec): 3 clusters Score: Raw -2676169.331066 + Penalty 1947.603818 = -2674221.727248 nChanged 763 SP:Iteration 13Q (4169.315670 sec): 3 clusters Score: Raw -2676459.241693 + Penalty 1947.603818 = -2674511.637875 nChanged 559 SP:Iteration 14Q (4169.389776 sec): 3 clusters Score: Raw -2676646.204590 + Penalty 1947.603818 = -2674698.600773 nChanged 475 SP:Iteration 15Q (4169.456816 sec): 3 clusters Score: Raw -2676793.989682 + Penalty 1947.603818 = -2674846.385864 nChanged 394 SP:Iteration 16Q (4169.536444 sec): 3 clusters Score: Raw -2676916.558516 + Penalty 1947.603818 = -2674968.954698 nChanged 355 SP:Iteration 17Q (4169.615867 sec): 3 clusters Score: Raw -2677016.172667 + Penalty 1947.603818 = -2675068.568849 nChanged 308 SP:Iteration 18Q (4169.695234 sec): 3 clusters Score: Raw -2677100.545185 + Penalty 1947.603818 = -2675152.941368 nChanged 280 SP:Iteration 19Q (4169.778083 sec): 3 clusters Score: Raw -2677174.628956 + Penalty 1947.603818 = -2675227.025139 nChanged 267 SP:Iteration 20F (4169.861386 sec): 3 clusters Score: Raw -2677245.438522 + Penalty 1947.603818 = -2675297.834704 nChanged 249 SP:Iteration 21Q (4169.936037 sec): 3 clusters Score: Raw -2677315.366741 + Penalty 1947.603818 = -2675367.762924 nChanged 248 SP:Iteration 22Q (4170.019555 sec): 3 clusters Score: Raw -2677381.734660 + Penalty 1947.603818 = -2675434.130842 nChanged 239 SP:Iteration 23Q (4170.103864 sec): 3 clusters Score: Raw -2677440.812066 + Penalty 1947.603818 = -2675493.208249 nChanged 205 SP:Iteration 24Q (4170.174109 sec): 3 clusters Score: Raw -2677489.798447 + Penalty 1947.603818 = -2675542.194629 nChanged 215 SP:Iteration 25Q (4170.268400 sec): 3 clusters Score: Raw -2677548.872488 + Penalty 1947.603818 = -2675601.268670 nChanged 228 SP:Iteration 26Q (4170.351439 sec): 3 clusters Score: Raw -2677613.900458 + Penalty 1947.603818 = -2675666.296640 nChanged 218 SP:Iteration 27Q (4170.422423 sec): 3 clusters Score: Raw -2677677.698503 + Penalty 1947.603818 = -2675730.094685 nChanged 209 SP:Iteration 28Q (4170.504589 sec): 3 clusters Score: Raw -2677737.150447 + Penalty 1947.603818 = -2675789.546629 nChanged 193 SP:Iteration 29Q (4170.588327 sec): 3 clusters Score: Raw -2677793.648395 + Penalty 1947.603818 = -2675846.044577 nChanged 184 SP:Iteration 30Q (4170.658915 sec): 3 clusters Score: Raw -2677854.890611 + Penalty 1947.603818 = -2675907.286793 nChanged 194 SP:Iteration 31Q (4170.746404 sec): 3 clusters Score: Raw -2677914.373217 + Penalty 1947.603818 = -2675966.769399 nChanged 179 SP:Iteration 32Q (4170.821675 sec): 3 clusters Score: Raw -2677968.928116 + Penalty 1947.603818 = -2676021.324298 nChanged 180 SP:Iteration 33Q (4170.913903 sec): 3 clusters Score: Raw -2678023.984749 + Penalty 1947.603818 = -2676076.380931 nChanged 151 SP:Iteration 34Q (4170.983867 sec): 3 clusters Score: Raw -2678066.276009 + Penalty 1947.603818 = -2676118.672191 nChanged 142 SP:Iteration 35Q (4171.067822 sec): 3 clusters Score: Raw -2678102.578495 + Penalty 1947.603818 = -2676154.974677 nChanged 108 SP:Iteration 36Q (4171.151238 sec): 3 clusters Score: Raw -2678127.853967 + Penalty 1947.603818 = -2676180.250149 nChanged 83 SP:Iteration 37Q (4171.233642 sec): 3 clusters Score: Raw -2678146.384663 + Penalty 1947.603818 = -2676198.780846 nChanged 79 SP:Iteration 38Q (4171.318309 sec): 3 clusters Score: Raw -2678160.466465 + Penalty 1947.603818 = -2676212.862647 nChanged 56 SP:Iteration 39Q (4171.398407 sec): 3 clusters Score: Raw -2678169.227352 + Penalty 1947.603818 = -2676221.623534 nChanged 53 SP:Iteration 40F (4171.472138 sec): 3 clusters Score: Raw -2678177.671116 + Penalty 1947.603818 = -2676230.067299 nChanged 37 SP:Iteration 41Q (4171.555834 sec): 3 clusters Score: Raw -2678182.924908 + Penalty 1947.603818 = -2676235.321090 nChanged 41 SP:Iteration 42Q (4171.629679 sec): 3 clusters Score: Raw -2678188.828222 + Penalty 1947.603818 = -2676241.224404 nChanged 38 SP:Iteration 43Q (4171.711465 sec): 3 clusters Score: Raw -2678195.164855 + Penalty 1947.603818 = -2676247.561037 nChanged 43 SP:Iteration 44Q (4171.791913 sec): 3 clusters Score: Raw -2678202.041555 + Penalty 1947.603818 = -2676254.437737 nChanged 38 SP:Iteration 45Q (4171.836608 sec): 3 clusters Score: Raw -2678207.258878 + Penalty 1947.603818 = -2676259.655060 nChanged 38 SP:Iteration 46Q (4171.923291 sec): 3 clusters Score: Raw -2678213.017229 + Penalty 1947.603818 = -2676265.413411 nChanged 39 SP:Iteration 47Q (4172.003577 sec): 3 clusters Score: Raw -2678221.400839 + Penalty 1947.603818 = -2676273.797021 nChanged 42 SP:Iteration 48Q (4172.083964 sec): 3 clusters Score: Raw -2678229.633756 + Penalty 1947.603818 = -2676282.029938 nChanged 40 SP:Iteration 49Q (4172.162238 sec): 3 clusters Score: Raw -2678237.851970 + Penalty 1947.603818 = -2676290.248153 nChanged 49 SP:Iteration 50Q (4172.241296 sec): 3 clusters Score: Raw -2678250.147212 + Penalty 1947.603818 = -2676302.543394 nChanged 54 SP:Iteration 51Q (4172.321329 sec): 3 clusters Score: Raw -2678260.768653 + Penalty 1947.603818 = -2676313.164835 nChanged 41 SP:Iteration 52Q (4172.400694 sec): 3 clusters Score: Raw -2678269.608631 + Penalty 1947.603818 = -2676322.004813 nChanged 40 SP:Iteration 53Q (4172.480322 sec): 3 clusters Score: Raw -2678276.826906 + Penalty 1947.603818 = -2676329.223088 nChanged 28 SP:Iteration 54Q (4172.560999 sec): 3 clusters Score: Raw -2678281.068533 + Penalty 1947.603818 = -2676333.464716 nChanged 24 SP:Iteration 55Q (4172.628989 sec): 3 clusters Score: Raw -2678285.132434 + Penalty 1947.603818 = -2676337.528617 nChanged 22 SP:Iteration 56Q (4172.712542 sec): 3 clusters Score: Raw -2678288.114854 + Penalty 1947.603818 = -2676340.511036 nChanged 21 SP:Iteration 57Q (4172.789826 sec): 3 clusters Score: Raw -2678291.253081 + Penalty 1947.603818 = -2676343.649264 nChanged 20 SP:Iteration 58Q (4172.882339 sec): 3 clusters Score: Raw -2678294.463956 + Penalty 1947.603818 = -2676346.860138 nChanged 11 SP:Iteration 59Q (4172.950939 sec): 3 clusters Score: Raw -2678296.138868 + Penalty 1947.603818 = -2676348.535050 nChanged 13 SP:Iteration 60F (4173.037178 sec): 3 clusters Score: Raw -2678297.538688 + Penalty 1947.603818 = -2676349.934870 nChanged 9 SP:Iteration 61Q (4173.118430 sec): 3 clusters Score: Raw -2678298.952727 + Penalty 1947.603818 = -2676351.348909 nChanged 16 SP:Iteration 62Q (4173.211713 sec): 3 clusters Score: Raw -2678302.383538 + Penalty 1947.603818 = -2676354.779720 nChanged 21 SP:Iteration 63Q (4173.281764 sec): 3 clusters Score: Raw -2678305.849422 + Penalty 1947.603818 = -2676358.245605 nChanged 22 SP:Iteration 64Q (4173.362223 sec): 3 clusters Score: Raw -2678309.884194 + Penalty 1947.603818 = -2676362.280376 nChanged 28 SP:Iteration 65Q (4173.441938 sec): 3 clusters Score: Raw -2678315.462170 + Penalty 1947.603818 = -2676367.858352 nChanged 25 SP:Iteration 66Q (4173.525408 sec): 3 clusters Score: Raw -2678321.297148 + Penalty 1947.603818 = -2676373.693330 nChanged 25 SP:Iteration 67Q (4173.603134 sec): 3 clusters Score: Raw -2678325.737334 + Penalty 1947.603818 = -2676378.133516 nChanged 24 SP:Iteration 68Q (4173.686108 sec): 3 clusters Score: Raw -2678330.137046 + Penalty 1947.603818 = -2676382.533228 nChanged 23 SP:Iteration 69Q (4173.761773 sec): 3 clusters Score: Raw -2678335.533940 + Penalty 1947.603818 = -2676387.930122 nChanged 26 SP:Iteration 70Q (4173.833054 sec): 3 clusters Score: Raw -2678340.134544 + Penalty 1947.603818 = -2676392.530726 nChanged 21 SP:Iteration 71Q (4173.912808 sec): 3 clusters Score: Raw -2678344.095570 + Penalty 1947.603818 = -2676396.491752 nChanged 20 SP:Iteration 72Q (4173.995831 sec): 3 clusters Score: Raw -2678346.280982 + Penalty 1947.603818 = -2676398.677164 nChanged 11 SP:Iteration 73Q (4174.074354 sec): 3 clusters Score: Raw -2678347.403322 + Penalty 1947.603818 = -2676399.799504 nChanged 10 SP:Iteration 74Q (4174.153185 sec): 3 clusters Score: Raw -2678348.970009 + Penalty 1947.603818 = -2676401.366191 nChanged 9 SP:Iteration 75Q (4174.232520 sec): 3 clusters Score: Raw -2678350.689027 + Penalty 1947.603818 = -2676403.085209 nChanged 9 SP:Iteration 76Q (4174.310889 sec): 3 clusters Score: Raw -2678351.813349 + Penalty 1947.603818 = -2676404.209531 nChanged 6 SP:Iteration 77Q (4174.386733 sec): 3 clusters Score: Raw -2678352.655691 + Penalty 1947.603818 = -2676405.051873 nChanged 6 SP:Iteration 78Q (4174.462691 sec): 3 clusters Score: Raw -2678353.797845 + Penalty 1947.603818 = -2676406.194027 nChanged 8 SP:Iteration 79Q (4174.538974 sec): 3 clusters Score: Raw -2678355.588797 + Penalty 1947.603818 = -2676407.984979 nChanged 4 SP:Iteration 80F (4174.620727 sec): 3 clusters Score: Raw -2678356.795306 + Penalty 1947.603818 = -2676409.191488 nChanged 6 SP:Iteration 81Q (4174.699812 sec): 3 clusters Score: Raw -2678358.185424 + Penalty 1947.603818 = -2676410.581607 nChanged 8 SP:Iteration 82Q (4174.780115 sec): 3 clusters Score: Raw -2678359.913917 + Penalty 1947.603818 = -2676412.310099 nChanged 5 SP:Iteration 83Q (4174.855640 sec): 3 clusters Score: Raw -2678360.916066 + Penalty 1947.603818 = -2676413.312248 nChanged 4 SP:Iteration 84Q (4174.927544 sec): 3 clusters Score: Raw -2678361.191658 + Penalty 1947.603818 = -2676413.587840 nChanged 2 SP:Iteration 85Q (4175.002439 sec): 3 clusters Score: Raw -2678361.453121 + Penalty 1947.603818 = -2676413.849304 nChanged 2 SP:Iteration 86Q (4175.082384 sec): 3 clusters Score: Raw -2678362.084420 + Penalty 1947.603818 = -2676414.480602 nChanged 6 SP:Iteration 87Q (4175.164780 sec): 3 clusters Score: Raw -2678363.176984 + Penalty 1947.603818 = -2676415.573167 nChanged 6 SP:Iteration 88Q (4175.236468 sec): 3 clusters Score: Raw -2678364.006484 + Penalty 1947.603818 = -2676416.402666 nChanged 5 SP:Iteration 89Q (4175.321657 sec): 3 clusters Score: Raw -2678365.109293 + Penalty 1947.603818 = -2676417.505476 nChanged 5 SP:Iteration 90Q (4175.401815 sec): 3 clusters Score: Raw -2678366.470968 + Penalty 1947.603818 = -2676418.867150 nChanged 6 SP:Iteration 91Q (4175.480460 sec): 3 clusters Score: Raw -2678367.313961 + Penalty 1947.603818 = -2676419.710143 nChanged 5 SP:Iteration 92Q (4175.558380 sec): 3 clusters Score: Raw -2678367.931137 + Penalty 1947.603818 = -2676420.327319 nChanged 5 SP:Iteration 93Q (4175.627562 sec): 3 clusters Score: Raw -2678369.093113 + Penalty 1947.603818 = -2676421.489295 nChanged 7 SP:Iteration 94Q (4175.709531 sec): 3 clusters Score: Raw -2678370.548630 + Penalty 1947.603818 = -2676422.944812 nChanged 5 SP:Iteration 95Q (4175.797704 sec): 3 clusters Score: Raw -2678371.310244 + Penalty 1947.603818 = -2676423.706426 nChanged 9 SP:Iteration 96Q (4175.878268 sec): 3 clusters Score: Raw -2678373.370833 + Penalty 1947.603818 = -2676425.767015 nChanged 12 SP:Iteration 97Q (4175.947217 sec): 3 clusters Score: Raw -2678376.197483 + Penalty 1947.603818 = -2676428.593665 nChanged 8 SP:Iteration 98Q (4176.027182 sec): 3 clusters Score: Raw -2678377.687635 + Penalty 1947.603818 = -2676430.083818 nChanged 8 SP:Iteration 99Q (4176.107490 sec): 3 clusters Score: Raw -2678378.818034 + Penalty 1947.603818 = -2676431.214216 nChanged 6 SP:Iteration 100F (4176.190733 sec): 3 clusters Score: Raw -2678379.673591 + Penalty 1947.603818 = -2676432.069774 nChanged 2 SP:Iteration 101Q (4176.264832 sec): 3 clusters Score: Raw -2678379.952407 + Penalty 1947.603818 = -2676432.348590 nChanged 2 SP:Iteration 102Q (4176.345246 sec): 3 clusters Score: Raw -2678380.232964 + Penalty 1947.603818 = -2676432.629146 nChanged 0 SP:Iteration 103F (4176.438833 sec): 3 clusters Score: Raw -2678380.232964 + Penalty 1947.603818 = -2676432.629146 nChanged 0 Trying to split cluster 14 (6165 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4176.467627 sec): 2 clusters Score: Raw -551549.880051 + Penalty 829.031124 = -550720.848926 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4176.507973 sec): 3 clusters Score: Raw -548040.658388 + Penalty 1658.062249 = -546382.596139 nChanged 2661 SP:Iteration 1F (4176.561778 sec): 3 clusters Score: Raw -549450.119124 + Penalty 1658.062249 = -547792.056875 nChanged 393 SP:Iteration 2F (4176.617337 sec): 3 clusters Score: Raw -549640.176393 + Penalty 1658.062249 = -547982.114144 nChanged 342 SP:Iteration 3F (4176.672496 sec): 3 clusters Score: Raw -549808.711132 + Penalty 1658.062249 = -548150.648883 nChanged 336 SP:Iteration 4F (4176.727112 sec): 3 clusters Score: Raw -549992.367821 + Penalty 1658.062249 = -548334.305572 nChanged 348 SP:Iteration 5F (4176.782158 sec): 3 clusters Score: Raw -550219.117444 + Penalty 1658.062249 = -548561.055195 nChanged 386 SP:Iteration 6F (4176.837390 sec): 3 clusters Score: Raw -550497.910248 + Penalty 1658.062249 = -548839.847999 nChanged 366 SP:Iteration 7F (4176.890006 sec): 3 clusters Score: Raw -550755.429913 + Penalty 1658.062249 = -549097.367665 nChanged 330 SP:Iteration 8F (4176.944621 sec): 3 clusters Score: Raw -550958.426829 + Penalty 1658.062249 = -549300.364580 nChanged 274 SP:Iteration 9Q (4176.999903 sec): 3 clusters Score: Raw -551098.850553 + Penalty 1658.062249 = -549440.788304 nChanged 214 SP:Iteration 10Q (4177.052664 sec): 3 clusters Score: Raw -551197.388525 + Penalty 1658.062249 = -549539.326276 nChanged 167 SP:Iteration 11Q (4177.107104 sec): 3 clusters Score: Raw -551285.952261 + Penalty 1658.062249 = -549627.890012 nChanged 157 SP:Iteration 12Q (4177.162541 sec): 3 clusters Score: Raw -551359.451263 + Penalty 1658.062249 = -549701.389014 nChanged 134 SP:Iteration 13Q (4177.219052 sec): 3 clusters Score: Raw -551409.267588 + Penalty 1658.062249 = -549751.205339 nChanged 78 SP:Iteration 14Q (4177.276044 sec): 3 clusters Score: Raw -551435.497300 + Penalty 1658.062249 = -549777.435051 nChanged 85 SP:Iteration 15Q (4177.332436 sec): 3 clusters Score: Raw -551467.945121 + Penalty 1658.062249 = -549809.882872 nChanged 100 SP:Iteration 16Q (4177.388662 sec): 3 clusters Score: Raw -551514.303752 + Penalty 1658.062249 = -549856.241503 nChanged 92 SP:Iteration 17Q (4177.444312 sec): 3 clusters Score: Raw -551560.949121 + Penalty 1658.062249 = -549902.886872 nChanged 97 SP:Iteration 18Q (4177.496849 sec): 3 clusters Score: Raw -551614.969052 + Penalty 1658.062249 = -549956.906803 nChanged 94 SP:Iteration 19Q (4177.551835 sec): 3 clusters Score: Raw -551671.999655 + Penalty 1658.062249 = -550013.937406 nChanged 91 SP:Iteration 20F (4177.608189 sec): 3 clusters Score: Raw -551723.694657 + Penalty 1658.062249 = -550065.632408 nChanged 79 SP:Iteration 21Q (4177.660763 sec): 3 clusters Score: Raw -551767.723553 + Penalty 1658.062249 = -550109.661304 nChanged 67 SP:Iteration 22Q (4177.726460 sec): 3 clusters Score: Raw -551810.110390 + Penalty 1658.062249 = -550152.048141 nChanged 50 SP:Iteration 23Q (4177.770413 sec): 3 clusters Score: Raw -551835.074441 + Penalty 1658.062249 = -550177.012192 nChanged 41 SP:Iteration 24Q (4177.823844 sec): 3 clusters Score: Raw -551857.582765 + Penalty 1658.062249 = -550199.520516 nChanged 43 SP:Iteration 25Q (4177.878418 sec): 3 clusters Score: Raw -551874.827599 + Penalty 1658.062249 = -550216.765350 nChanged 32 SP:Iteration 26Q (4177.932603 sec): 3 clusters Score: Raw -551887.889398 + Penalty 1658.062249 = -550229.827149 nChanged 28 SP:Iteration 27Q (4177.987051 sec): 3 clusters Score: Raw -551897.116345 + Penalty 1658.062249 = -550239.054096 nChanged 28 SP:Iteration 28Q (4178.040840 sec): 3 clusters Score: Raw -551906.805504 + Penalty 1658.062249 = -550248.743255 nChanged 25 SP:Iteration 29Q (4178.094873 sec): 3 clusters Score: Raw -551916.399248 + Penalty 1658.062249 = -550258.336999 nChanged 20 SP:Iteration 30Q (4178.148848 sec): 3 clusters Score: Raw -551922.519586 + Penalty 1658.062249 = -550264.457337 nChanged 20 SP:Iteration 31Q (4178.202604 sec): 3 clusters Score: Raw -551930.708602 + Penalty 1658.062249 = -550272.646353 nChanged 21 SP:Iteration 32Q (4178.256330 sec): 3 clusters Score: Raw -551937.400315 + Penalty 1658.062249 = -550279.338066 nChanged 14 SP:Iteration 33Q (4178.309661 sec): 3 clusters Score: Raw -551940.829755 + Penalty 1658.062249 = -550282.767506 nChanged 10 SP:Iteration 34Q (4178.363272 sec): 3 clusters Score: Raw -551944.801832 + Penalty 1658.062249 = -550286.739583 nChanged 16 SP:Iteration 35Q (4178.417039 sec): 3 clusters Score: Raw -551951.643486 + Penalty 1658.062249 = -550293.581237 nChanged 14 SP:Iteration 36Q (4178.470823 sec): 3 clusters Score: Raw -551956.706631 + Penalty 1658.062249 = -550298.644382 nChanged 10 SP:Iteration 37Q (4178.524530 sec): 3 clusters Score: Raw -551960.362769 + Penalty 1658.062249 = -550302.300520 nChanged 8 SP:Iteration 38Q (4178.567395 sec): 3 clusters Score: Raw -551962.615400 + Penalty 1658.062249 = -550304.553151 nChanged 8 SP:Iteration 39Q (4178.621073 sec): 3 clusters Score: Raw -551964.337748 + Penalty 1658.062249 = -550306.275499 nChanged 3 SP:Iteration 40F (4178.675955 sec): 3 clusters Score: Raw -551964.751850 + Penalty 1658.062249 = -550306.689601 nChanged 3 SP:Iteration 41Q (4178.731028 sec): 3 clusters Score: Raw -551965.352480 + Penalty 1658.062249 = -550307.290231 nChanged 3 SP:Iteration 42Q (4178.784783 sec): 3 clusters Score: Raw -551966.005553 + Penalty 1658.062249 = -550307.943304 nChanged 4 SP:Iteration 43Q (4178.838502 sec): 3 clusters Score: Raw -551966.491092 + Penalty 1658.062249 = -550308.428843 nChanged 4 SP:Iteration 44Q (4178.892290 sec): 3 clusters Score: Raw -551967.492196 + Penalty 1658.062249 = -550309.429947 nChanged 4 SP:Iteration 45Q (4178.940768 sec): 3 clusters Score: Raw -551969.445202 + Penalty 1658.062249 = -550311.382953 nChanged 6 SP:Iteration 46Q (4178.999457 sec): 3 clusters Score: Raw -551971.512611 + Penalty 1658.062249 = -550313.450362 nChanged 4 SP:Iteration 47Q (4179.038451 sec): 3 clusters Score: Raw -551973.017651 + Penalty 1658.062249 = -550314.955402 nChanged 4 SP:Iteration 48Q (4179.081408 sec): 3 clusters Score: Raw -551974.068373 + Penalty 1658.062249 = -550316.006124 nChanged 1 SP:Iteration 49Q (4179.138623 sec): 3 clusters Score: Raw -551974.473793 + Penalty 1658.062249 = -550316.411544 nChanged 1 SP:Iteration 50Q (4179.181813 sec): 3 clusters Score: Raw -551974.578055 + Penalty 1658.062249 = -550316.515806 nChanged 1 SP:Iteration 51Q (4179.235874 sec): 3 clusters Score: Raw -551974.819640 + Penalty 1658.062249 = -550316.757391 nChanged 0 SP:Iteration 52F (4179.291333 sec): 3 clusters Score: Raw -551974.819640 + Penalty 1658.062249 = -550316.757391 nChanged 0 Trying to split cluster 15 (2641 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4179.318729 sec): 2 clusters Score: Raw -241935.190171 + Penalty 748.496727 = -241186.693444 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4179.368834 sec): 3 clusters Score: Raw -240641.327306 + Penalty 1496.993453 = -239144.333852 nChanged 1010 SP:Iteration 1F (4179.420243 sec): 3 clusters Score: Raw -241214.007028 + Penalty 1496.993453 = -239717.013575 nChanged 215 SP:Iteration 2F (4179.472086 sec): 3 clusters Score: Raw -241347.582100 + Penalty 1496.993453 = -239850.588647 nChanged 152 SP:Iteration 3F (4179.521818 sec): 3 clusters Score: Raw -241420.958350 + Penalty 1496.993453 = -239923.964896 nChanged 109 SP:Iteration 4Q (4179.574399 sec): 3 clusters Score: Raw -241472.082628 + Penalty 1496.993453 = -239975.089175 nChanged 92 SP:Iteration 5Q (4179.626859 sec): 3 clusters Score: Raw -241509.447326 + Penalty 1496.993453 = -240012.453872 nChanged 67 SP:Iteration 6Q (4179.678354 sec): 3 clusters Score: Raw -241536.233253 + Penalty 1496.993453 = -240039.239800 nChanged 64 SP:Iteration 7Q (4179.730819 sec): 3 clusters Score: Raw -241568.495938 + Penalty 1496.993453 = -240071.502485 nChanged 74 SP:Iteration 8Q (4179.783132 sec): 3 clusters Score: Raw -241600.526693 + Penalty 1496.993453 = -240103.533240 nChanged 68 SP:Iteration 9Q (4179.834144 sec): 3 clusters Score: Raw -241631.831769 + Penalty 1496.993453 = -240134.838315 nChanged 74 SP:Iteration 10Q (4179.885675 sec): 3 clusters Score: Raw -241667.606899 + Penalty 1496.993453 = -240170.613445 nChanged 60 SP:Iteration 11Q (4179.936913 sec): 3 clusters Score: Raw -241704.847675 + Penalty 1496.993453 = -240207.854222 nChanged 65 SP:Iteration 12Q (4179.988155 sec): 3 clusters Score: Raw -241741.294745 + Penalty 1496.993453 = -240244.301291 nChanged 59 SP:Iteration 13Q (4180.039477 sec): 3 clusters Score: Raw -241771.608922 + Penalty 1496.993453 = -240274.615468 nChanged 47 SP:Iteration 14Q (4180.088621 sec): 3 clusters Score: Raw -241800.657618 + Penalty 1496.993453 = -240303.664165 nChanged 47 SP:Iteration 15Q (4180.131954 sec): 3 clusters Score: Raw -241831.751964 + Penalty 1496.993453 = -240334.758510 nChanged 48 SP:Iteration 16Q (4180.186406 sec): 3 clusters Score: Raw -241853.163517 + Penalty 1496.993453 = -240356.170064 nChanged 42 SP:Iteration 17Q (4180.233150 sec): 3 clusters Score: Raw -241874.641678 + Penalty 1496.993453 = -240377.648225 nChanged 34 SP:Iteration 18Q (4180.276344 sec): 3 clusters Score: Raw -241895.196597 + Penalty 1496.993453 = -240398.203144 nChanged 36 SP:Iteration 19Q (4180.320754 sec): 3 clusters Score: Raw -241911.843920 + Penalty 1496.993453 = -240414.850467 nChanged 31 SP:Iteration 20F (4180.368714 sec): 3 clusters Score: Raw -241930.048865 + Penalty 1496.993453 = -240433.055411 nChanged 31 SP:Iteration 21Q (4180.411674 sec): 3 clusters Score: Raw -241949.444954 + Penalty 1496.993453 = -240452.451501 nChanged 35 SP:Iteration 22Q (4180.457770 sec): 3 clusters Score: Raw -241974.258046 + Penalty 1496.993453 = -240477.264592 nChanged 47 SP:Iteration 23Q (4180.511531 sec): 3 clusters Score: Raw -241997.270317 + Penalty 1496.993453 = -240500.276864 nChanged 33 SP:Iteration 24Q (4180.549849 sec): 3 clusters Score: Raw -242015.432574 + Penalty 1496.993453 = -240518.439121 nChanged 33 SP:Iteration 25Q (4180.596328 sec): 3 clusters Score: Raw -242028.603532 + Penalty 1496.993453 = -240531.610078 nChanged 23 SP:Iteration 26Q (4180.647096 sec): 3 clusters Score: Raw -242035.013383 + Penalty 1496.993453 = -240538.019930 nChanged 16 SP:Iteration 27Q (4180.697483 sec): 3 clusters Score: Raw -242040.126131 + Penalty 1496.993453 = -240543.132677 nChanged 9 SP:Iteration 28Q (4180.754613 sec): 3 clusters Score: Raw -242042.138531 + Penalty 1496.993453 = -240545.145078 nChanged 4 SP:Iteration 29Q (4180.804655 sec): 3 clusters Score: Raw -242043.495972 + Penalty 1496.993453 = -240546.502518 nChanged 4 SP:Iteration 30Q (4180.846999 sec): 3 clusters Score: Raw -242044.726396 + Penalty 1496.993453 = -240547.732943 nChanged 3 SP:Iteration 31Q (4180.896031 sec): 3 clusters Score: Raw -242045.839882 + Penalty 1496.993453 = -240548.846429 nChanged 7 SP:Iteration 32Q (4180.940290 sec): 3 clusters Score: Raw -242048.400575 + Penalty 1496.993453 = -240551.407122 nChanged 6 SP:Iteration 33Q (4180.990570 sec): 3 clusters Score: Raw -242051.144438 + Penalty 1496.993453 = -240554.150985 nChanged 6 SP:Iteration 34Q (4181.035866 sec): 3 clusters Score: Raw -242052.881380 + Penalty 1496.993453 = -240555.887926 nChanged 5 SP:Iteration 35Q (4181.087028 sec): 3 clusters Score: Raw -242054.764709 + Penalty 1496.993453 = -240557.771256 nChanged 6 SP:Iteration 36Q (4181.130385 sec): 3 clusters Score: Raw -242056.615615 + Penalty 1496.993453 = -240559.622161 nChanged 4 SP:Iteration 37Q (4181.177652 sec): 3 clusters Score: Raw -242057.232234 + Penalty 1496.993453 = -240560.238780 nChanged 1 SP:Iteration 38Q (4181.220959 sec): 3 clusters Score: Raw -242057.323183 + Penalty 1496.993453 = -240560.329729 nChanged 0 SP:Iteration 39F (4181.268633 sec): 3 clusters Score: Raw -242057.323183 + Penalty 1496.993453 = -240560.329729 nChanged 0 Trying to split cluster 16 (17512 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4181.322790 sec): 2 clusters Score: Raw -1603086.593435 + Penalty 928.210956 = -1602158.382479 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4181.392671 sec): 3 clusters Score: Raw -1592308.618386 + Penalty 1856.421911 = -1590452.196475 nChanged 7990 SP:Iteration 1F (4181.455355 sec): 3 clusters Score: Raw -1596808.124257 + Penalty 1856.421911 = -1594951.702345 nChanged 854 SP:Iteration 2Q (4181.515290 sec): 3 clusters Score: Raw -1597125.978581 + Penalty 1856.421911 = -1595269.556670 nChanged 816 SP:Iteration 3Q (4181.579919 sec): 3 clusters Score: Raw -1597489.376543 + Penalty 1856.421911 = -1595632.954631 nChanged 839 SP:Iteration 4Q (4181.641787 sec): 3 clusters Score: Raw -1597933.112130 + Penalty 1856.421911 = -1596076.690219 nChanged 916 SP:Iteration 5F (4181.715463 sec): 3 clusters Score: Raw -1598484.255065 + Penalty 1856.421911 = -1596627.833154 nChanged 942 SP:Iteration 6F (4181.775034 sec): 3 clusters Score: Raw -1599103.165738 + Penalty 1856.421911 = -1597246.743827 nChanged 1026 SP:Iteration 7F (4181.846680 sec): 3 clusters Score: Raw -1599803.809771 + Penalty 1856.421911 = -1597947.387859 nChanged 946 SP:Iteration 8F (4181.910205 sec): 3 clusters Score: Raw -1600465.963206 + Penalty 1856.421911 = -1598609.541295 nChanged 905 SP:Iteration 9F (4181.944437 sec): 3 clusters Score: Raw -1601108.224003 + Penalty 1856.421911 = -1599251.802091 nChanged 772 SP:Iteration 10Q (4181.976945 sec): 3 clusters Score: Raw -1601679.024618 + Penalty 1856.421911 = -1599822.602706 nChanged 665 SP:Iteration 11Q (4182.009197 sec): 3 clusters Score: Raw -1602204.725171 + Penalty 1856.421911 = -1600348.303260 nChanged 497 SP:Iteration 12Q (4182.040842 sec): 3 clusters Score: Raw -1602578.312384 + Penalty 1856.421911 = -1600721.890473 nChanged 318 SP:Iteration 13Q (4182.072084 sec): 3 clusters Score: Raw -1602807.229011 + Penalty 1856.421911 = -1600950.807100 nChanged 224 SP:Iteration 14Q (4182.116125 sec): 3 clusters Score: Raw -1602955.901253 + Penalty 1856.421911 = -1601099.479341 nChanged 165 SP:Iteration 15Q (4182.146899 sec): 3 clusters Score: Raw -1603059.031683 + Penalty 1856.421911 = -1601202.609772 nChanged 105 SP:Iteration 16Q (4182.177435 sec): 3 clusters Score: Raw -1603116.318236 + Penalty 1856.421911 = -1601259.896324 nChanged 81 SP:Iteration 17Q (4182.207377 sec): 3 clusters Score: Raw -1603165.439389 + Penalty 1856.421911 = -1601309.017478 nChanged 72 SP:Iteration 18Q (4182.278081 sec): 3 clusters Score: Raw -1603201.017418 + Penalty 1856.421911 = -1601344.595506 nChanged 50 SP:Iteration 19Q (4182.344126 sec): 3 clusters Score: Raw -1603227.231213 + Penalty 1856.421911 = -1601370.809301 nChanged 42 SP:Iteration 20F (4182.402556 sec): 3 clusters Score: Raw -1603244.075779 + Penalty 1856.421911 = -1601387.653868 nChanged 33 SP:Iteration 21Q (4182.478837 sec): 3 clusters Score: Raw -1603260.397318 + Penalty 1856.421911 = -1601403.975406 nChanged 28 SP:Iteration 22Q (4182.537440 sec): 3 clusters Score: Raw -1603272.847421 + Penalty 1856.421911 = -1601416.425510 nChanged 22 SP:Iteration 23Q (4182.604014 sec): 3 clusters Score: Raw -1603281.080630 + Penalty 1856.421911 = -1601424.658718 nChanged 17 SP:Iteration 24Q (4182.677420 sec): 3 clusters Score: Raw -1603289.715061 + Penalty 1856.421911 = -1601433.293150 nChanged 23 SP:Iteration 25Q (4182.739891 sec): 3 clusters Score: Raw -1603298.725353 + Penalty 1856.421911 = -1601442.303441 nChanged 21 SP:Iteration 26Q (4182.807436 sec): 3 clusters Score: Raw -1603312.234237 + Penalty 1856.421911 = -1601455.812326 nChanged 20 SP:Iteration 27Q (4182.869119 sec): 3 clusters Score: Raw -1603319.656524 + Penalty 1856.421911 = -1601463.234612 nChanged 20 SP:Iteration 28Q (4182.933970 sec): 3 clusters Score: Raw -1603327.327300 + Penalty 1856.421911 = -1601470.905388 nChanged 14 SP:Iteration 29Q (4182.993150 sec): 3 clusters Score: Raw -1603335.044437 + Penalty 1856.421911 = -1601478.622526 nChanged 15 SP:Iteration 30Q (4183.039839 sec): 3 clusters Score: Raw -1603340.324432 + Penalty 1856.421911 = -1601483.902520 nChanged 11 SP:Iteration 31Q (4183.105273 sec): 3 clusters Score: Raw -1603346.202763 + Penalty 1856.421911 = -1601489.780851 nChanged 10 SP:Iteration 32Q (4183.176390 sec): 3 clusters Score: Raw -1603352.877125 + Penalty 1856.421911 = -1601496.455213 nChanged 10 SP:Iteration 33Q (4183.239077 sec): 3 clusters Score: Raw -1603356.401477 + Penalty 1856.421911 = -1601499.979566 nChanged 6 SP:Iteration 34Q (4183.301094 sec): 3 clusters Score: Raw -1603357.806412 + Penalty 1856.421911 = -1601501.384500 nChanged 1 SP:Iteration 35Q (4183.367993 sec): 3 clusters Score: Raw -1603358.574074 + Penalty 1856.421911 = -1601502.152162 nChanged 4 SP:Iteration 36Q (4183.431530 sec): 3 clusters Score: Raw -1603360.004593 + Penalty 1856.421911 = -1601503.582682 nChanged 4 SP:Iteration 37Q (4183.498043 sec): 3 clusters Score: Raw -1603361.163528 + Penalty 1856.421911 = -1601504.741617 nChanged 3 SP:Iteration 38Q (4183.563712 sec): 3 clusters Score: Raw -1603362.177333 + Penalty 1856.421911 = -1601505.755422 nChanged 4 SP:Iteration 39Q (4183.631466 sec): 3 clusters Score: Raw -1603363.607782 + Penalty 1856.421911 = -1601507.185870 nChanged 3 SP:Iteration 40F (4183.701355 sec): 3 clusters Score: Raw -1603365.112401 + Penalty 1856.421911 = -1601508.690489 nChanged 2 SP:Iteration 41Q (4183.760893 sec): 3 clusters Score: Raw -1603365.755794 + Penalty 1856.421911 = -1601509.333883 nChanged 4 SP:Iteration 42Q (4183.835677 sec): 3 clusters Score: Raw -1603366.699197 + Penalty 1856.421911 = -1601510.277286 nChanged 1 SP:Iteration 43Q (4183.901900 sec): 3 clusters Score: Raw -1603367.503689 + Penalty 1856.421911 = -1601511.081777 nChanged 1 SP:Iteration 44Q (4183.921525 sec): 3 clusters Score: Raw -1603368.930589 + Penalty 1856.421911 = -1601512.508677 nChanged 3 SP:Iteration 45Q (4183.965963 sec): 3 clusters Score: Raw -1603369.916000 + Penalty 1856.421911 = -1601513.494089 nChanged 2 SP:Iteration 46Q (4183.993282 sec): 3 clusters Score: Raw -1603370.203227 + Penalty 1856.421911 = -1601513.781316 nChanged 0 SP:Iteration 47F (4184.026197 sec): 3 clusters Score: Raw -1603370.203227 + Penalty 1856.421911 = -1601513.781316 nChanged 0 Trying to split cluster 17 (57521 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4184.102985 sec): 2 clusters Score: Raw -5262563.055865 + Penalty 1041.191011 = -5261521.864855 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4184.224662 sec): 3 clusters Score: Raw -5225220.206979 + Penalty 2082.382022 = -5223137.824958 nChanged 27570 SP:Iteration 1F (4184.345621 sec): 3 clusters Score: Raw -5241954.336784 + Penalty 2082.382022 = -5239871.954762 nChanged 2750 SP:Iteration 2Q (4184.483722 sec): 3 clusters Score: Raw -5242919.129624 + Penalty 2082.382022 = -5240836.747603 nChanged 2794 SP:Iteration 3Q (4184.605123 sec): 3 clusters Score: Raw -5243957.968210 + Penalty 2082.382022 = -5241875.586188 nChanged 2856 SP:Iteration 4Q (4184.728908 sec): 3 clusters Score: Raw -5245176.670654 + Penalty 2082.382022 = -5243094.288632 nChanged 2996 SP:Iteration 5F (4184.836971 sec): 3 clusters Score: Raw -5246786.661045 + Penalty 2082.382022 = -5244704.279023 nChanged 3054 SP:Iteration 6F (4184.954200 sec): 3 clusters Score: Raw -5248814.539914 + Penalty 2082.382022 = -5246732.157893 nChanged 3076 SP:Iteration 7F (4185.071654 sec): 3 clusters Score: Raw -5251163.463532 + Penalty 2082.382022 = -5249081.081510 nChanged 2956 SP:Iteration 8F (4185.188431 sec): 3 clusters Score: Raw -5253366.180284 + Penalty 2082.382022 = -5251283.798262 nChanged 2340 SP:Iteration 9Q (4185.304499 sec): 3 clusters Score: Raw -5254788.977181 + Penalty 2082.382022 = -5252706.595160 nChanged 1701 SP:Iteration 10Q (4185.425808 sec): 3 clusters Score: Raw -5255547.794916 + Penalty 2082.382022 = -5253465.412895 nChanged 1280 SP:Iteration 11Q (4185.548673 sec): 3 clusters Score: Raw -5256042.635447 + Penalty 2082.382022 = -5253960.253426 nChanged 1200 SP:Iteration 12Q (4185.666022 sec): 3 clusters Score: Raw -5256500.748909 + Penalty 2082.382022 = -5254418.366887 nChanged 1177 SP:Iteration 13Q (4185.757629 sec): 3 clusters Score: Raw -5256966.136497 + Penalty 2082.382022 = -5254883.754475 nChanged 1201 SP:Iteration 14Q (4185.871271 sec): 3 clusters Score: Raw -5257470.415558 + Penalty 2082.382022 = -5255388.033536 nChanged 1139 SP:Iteration 15Q (4185.982907 sec): 3 clusters Score: Raw -5257978.312998 + Penalty 2082.382022 = -5255895.930976 nChanged 1096 SP:Iteration 16Q (4186.087693 sec): 3 clusters Score: Raw -5258490.895831 + Penalty 2082.382022 = -5256408.513810 nChanged 1066 SP:Iteration 17Q (4186.198064 sec): 3 clusters Score: Raw -5259015.095365 + Penalty 2082.382022 = -5256932.713344 nChanged 1042 SP:Iteration 18Q (4186.299375 sec): 3 clusters Score: Raw -5259548.751263 + Penalty 2082.382022 = -5257466.369242 nChanged 968 SP:Iteration 19Q (4186.399077 sec): 3 clusters Score: Raw -5260068.108702 + Penalty 2082.382022 = -5257985.726681 nChanged 885 SP:Iteration 20F (4186.515509 sec): 3 clusters Score: Raw -5260567.485119 + Penalty 2082.382022 = -5258485.103097 nChanged 784 SP:Iteration 21Q (4186.623599 sec): 3 clusters Score: Raw -5261037.478987 + Penalty 2082.382022 = -5258955.096965 nChanged 677 SP:Iteration 22Q (4186.731209 sec): 3 clusters Score: Raw -5261465.044273 + Penalty 2082.382022 = -5259382.662251 nChanged 542 SP:Iteration 23Q (4186.838552 sec): 3 clusters Score: Raw -5261815.373677 + Penalty 2082.382022 = -5259732.991655 nChanged 423 SP:Iteration 24Q (4186.931556 sec): 3 clusters Score: Raw -5262091.826284 + Penalty 2082.382022 = -5260009.444263 nChanged 338 SP:Iteration 25Q (4187.039373 sec): 3 clusters Score: Raw -5262311.064529 + Penalty 2082.382022 = -5260228.682508 nChanged 240 SP:Iteration 26Q (4187.142244 sec): 3 clusters Score: Raw -5262465.812171 + Penalty 2082.382022 = -5260383.430150 nChanged 146 SP:Iteration 27Q (4187.247471 sec): 3 clusters Score: Raw -5262554.158333 + Penalty 2082.382022 = -5260471.776311 nChanged 104 SP:Iteration 28Q (4187.355829 sec): 3 clusters Score: Raw -5262619.399206 + Penalty 2082.382022 = -5260537.017185 nChanged 78 SP:Iteration 29Q (4187.459720 sec): 3 clusters Score: Raw -5262680.608321 + Penalty 2082.382022 = -5260598.226300 nChanged 54 SP:Iteration 30Q (4187.563734 sec): 3 clusters Score: Raw -5262727.527701 + Penalty 2082.382022 = -5260645.145680 nChanged 46 SP:Iteration 31Q (4187.669916 sec): 3 clusters Score: Raw -5262764.802417 + Penalty 2082.382022 = -5260682.420395 nChanged 39 SP:Iteration 32Q (4187.776331 sec): 3 clusters Score: Raw -5262794.499098 + Penalty 2082.382022 = -5260712.117077 nChanged 33 SP:Iteration 33Q (4187.873214 sec): 3 clusters Score: Raw -5262817.377278 + Penalty 2082.382022 = -5260734.995256 nChanged 16 SP:Iteration 34Q (4187.989309 sec): 3 clusters Score: Raw -5262824.817073 + Penalty 2082.382022 = -5260742.435051 nChanged 7 SP:Iteration 35Q (4188.097040 sec): 3 clusters Score: Raw -5262828.443234 + Penalty 2082.382022 = -5260746.061213 nChanged 6 SP:Iteration 36Q (4188.195462 sec): 3 clusters Score: Raw -5262830.815850 + Penalty 2082.382022 = -5260748.433828 nChanged 3 SP:Iteration 37Q (4188.297926 sec): 3 clusters Score: Raw -5262831.681776 + Penalty 2082.382022 = -5260749.299755 nChanged 1 SP:Iteration 38Q (4188.414980 sec): 3 clusters Score: Raw -5262831.958503 + Penalty 2082.382022 = -5260749.576481 nChanged 1 SP:Iteration 39Q (4188.523650 sec): 3 clusters Score: Raw -5262832.225417 + Penalty 2082.382022 = -5260749.843396 nChanged 0 SP:Iteration 40F (4188.644613 sec): 3 clusters Score: Raw -5262832.225417 + Penalty 2082.382022 = -5260749.843396 nChanged 0 Trying to split cluster 18 (1763 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4188.675855 sec): 2 clusters Score: Raw -156700.941113 + Penalty 710.103357 = -155990.837756 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4188.714315 sec): 3 clusters Score: Raw -155885.603264 + Penalty 1420.206715 = -154465.396550 nChanged 696 SP:Iteration 1F (4188.763837 sec): 3 clusters Score: Raw -156350.177302 + Penalty 1420.206715 = -154929.970588 nChanged 142 SP:Iteration 2F (4188.812380 sec): 3 clusters Score: Raw -156508.716441 + Penalty 1420.206715 = -155088.509726 nChanged 127 SP:Iteration 3F (4188.858947 sec): 3 clusters Score: Raw -156625.729892 + Penalty 1420.206715 = -155205.523177 nChanged 98 SP:Iteration 4F (4188.915140 sec): 3 clusters Score: Raw -156701.093282 + Penalty 1420.206715 = -155280.886567 nChanged 71 SP:Iteration 5Q (4188.965324 sec): 3 clusters Score: Raw -156748.999906 + Penalty 1420.206715 = -155328.793192 nChanged 69 SP:Iteration 6Q (4189.015969 sec): 3 clusters Score: Raw -156796.000912 + Penalty 1420.206715 = -155375.794197 nChanged 57 SP:Iteration 7Q (4189.045805 sec): 3 clusters Score: Raw -156830.078814 + Penalty 1420.206715 = -155409.872099 nChanged 44 SP:Iteration 8Q (4189.093739 sec): 3 clusters Score: Raw -156855.874861 + Penalty 1420.206715 = -155435.668147 nChanged 47 SP:Iteration 9Q (4189.134548 sec): 3 clusters Score: Raw -156878.529839 + Penalty 1420.206715 = -155458.323124 nChanged 32 SP:Iteration 10Q (4189.176807 sec): 3 clusters Score: Raw -156896.345897 + Penalty 1420.206715 = -155476.139183 nChanged 31 SP:Iteration 11Q (4189.218832 sec): 3 clusters Score: Raw -156915.079618 + Penalty 1420.206715 = -155494.872903 nChanged 24 SP:Iteration 12Q (4189.265632 sec): 3 clusters Score: Raw -156925.014657 + Penalty 1420.206715 = -155504.807942 nChanged 18 SP:Iteration 13Q (4189.308589 sec): 3 clusters Score: Raw -156936.354788 + Penalty 1420.206715 = -155516.148073 nChanged 10 SP:Iteration 14Q (4189.349293 sec): 3 clusters Score: Raw -156939.678842 + Penalty 1420.206715 = -155519.472127 nChanged 7 SP:Iteration 15Q (4189.403439 sec): 3 clusters Score: Raw -156942.071044 + Penalty 1420.206715 = -155521.864329 nChanged 5 SP:Iteration 16Q (4189.455884 sec): 3 clusters Score: Raw -156943.622030 + Penalty 1420.206715 = -155523.415315 nChanged 6 SP:Iteration 17Q (4189.504496 sec): 3 clusters Score: Raw -156946.221147 + Penalty 1420.206715 = -155526.014433 nChanged 5 SP:Iteration 18Q (4189.538429 sec): 3 clusters Score: Raw -156948.153572 + Penalty 1420.206715 = -155527.946857 nChanged 4 SP:Iteration 19Q (4189.595229 sec): 3 clusters Score: Raw -156950.174059 + Penalty 1420.206715 = -155529.967344 nChanged 4 SP:Iteration 20F (4189.639830 sec): 3 clusters Score: Raw -156952.023797 + Penalty 1420.206715 = -155531.817083 nChanged 3 SP:Iteration 21Q (4189.677551 sec): 3 clusters Score: Raw -156952.618968 + Penalty 1420.206715 = -155532.412253 nChanged 2 SP:Iteration 22Q (4189.735073 sec): 3 clusters Score: Raw -156952.857311 + Penalty 1420.206715 = -155532.650596 nChanged 1 SP:Iteration 23Q (4189.784245 sec): 3 clusters Score: Raw -156952.979813 + Penalty 1420.206715 = -155532.773098 nChanged 0 SP:Iteration 24F (4189.834248 sec): 3 clusters Score: Raw -156952.979813 + Penalty 1420.206715 = -155532.773098 nChanged 0 Trying to split cluster 19 (28830 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4189.888209 sec): 2 clusters Score: Raw -2780448.400877 + Penalty 975.571320 = -2779472.829557 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4189.956736 sec): 3 clusters Score: Raw -2762080.076236 + Penalty 1951.142640 = -2760128.933596 nChanged 13539 SP:Iteration 1F (4190.039976 sec): 3 clusters Score: Raw -2770136.709363 + Penalty 1951.142640 = -2768185.566722 nChanged 1554 SP:Iteration 2F (4190.129099 sec): 3 clusters Score: Raw -2770814.123568 + Penalty 1951.142640 = -2768862.980928 nChanged 1759 SP:Iteration 3F (4190.203925 sec): 3 clusters Score: Raw -2771771.918460 + Penalty 1951.142640 = -2769820.775820 nChanged 1986 SP:Iteration 4F (4190.291940 sec): 3 clusters Score: Raw -2773070.882551 + Penalty 1951.142640 = -2771119.739910 nChanged 2047 SP:Iteration 5F (4190.373055 sec): 3 clusters Score: Raw -2774624.728653 + Penalty 1951.142640 = -2772673.586013 nChanged 1962 SP:Iteration 6F (4190.455647 sec): 3 clusters Score: Raw -2776382.029278 + Penalty 1951.142640 = -2774430.886638 nChanged 1563 SP:Iteration 7F (4190.533019 sec): 3 clusters Score: Raw -2777878.959930 + Penalty 1951.142640 = -2775927.817290 nChanged 1123 SP:Iteration 8Q (4190.624851 sec): 3 clusters Score: Raw -2778990.101189 + Penalty 1951.142640 = -2777038.958549 nChanged 692 SP:Iteration 9Q (4190.707886 sec): 3 clusters Score: Raw -2779589.521145 + Penalty 1951.142640 = -2777638.378505 nChanged 392 SP:Iteration 10Q (4190.787583 sec): 3 clusters Score: Raw -2779908.927463 + Penalty 1951.142640 = -2777957.784822 nChanged 269 SP:Iteration 11Q (4190.868289 sec): 3 clusters Score: Raw -2780119.329036 + Penalty 1951.142640 = -2778168.186396 nChanged 221 SP:Iteration 12Q (4190.911630 sec): 3 clusters Score: Raw -2780279.607748 + Penalty 1951.142640 = -2778328.465108 nChanged 140 SP:Iteration 13Q (4190.951978 sec): 3 clusters Score: Raw -2780374.689940 + Penalty 1951.142640 = -2778423.547299 nChanged 105 SP:Iteration 14Q (4190.992315 sec): 3 clusters Score: Raw -2780438.504268 + Penalty 1951.142640 = -2778487.361628 nChanged 67 SP:Iteration 15Q (4191.079644 sec): 3 clusters Score: Raw -2780478.526541 + Penalty 1951.142640 = -2778527.383901 nChanged 56 SP:Iteration 16Q (4191.158615 sec): 3 clusters Score: Raw -2780515.359537 + Penalty 1951.142640 = -2778564.216897 nChanged 47 SP:Iteration 17Q (4191.236234 sec): 3 clusters Score: Raw -2780542.694538 + Penalty 1951.142640 = -2778591.551897 nChanged 42 SP:Iteration 18Q (4191.304956 sec): 3 clusters Score: Raw -2780575.549367 + Penalty 1951.142640 = -2778624.406727 nChanged 33 SP:Iteration 19Q (4191.377705 sec): 3 clusters Score: Raw -2780595.710328 + Penalty 1951.142640 = -2778644.567688 nChanged 26 SP:Iteration 20F (4191.457872 sec): 3 clusters Score: Raw -2780612.428319 + Penalty 1951.142640 = -2778661.285679 nChanged 18 SP:Iteration 21Q (4191.532720 sec): 3 clusters Score: Raw -2780622.535934 + Penalty 1951.142640 = -2778671.393293 nChanged 17 SP:Iteration 22Q (4191.607923 sec): 3 clusters Score: Raw -2780632.737976 + Penalty 1951.142640 = -2778681.595336 nChanged 14 SP:Iteration 23Q (4191.688357 sec): 3 clusters Score: Raw -2780638.592096 + Penalty 1951.142640 = -2778687.449455 nChanged 6 SP:Iteration 24Q (4191.757539 sec): 3 clusters Score: Raw -2780641.309405 + Penalty 1951.142640 = -2778690.166765 nChanged 5 SP:Iteration 25Q (4191.838286 sec): 3 clusters Score: Raw -2780643.770122 + Penalty 1951.142640 = -2778692.627482 nChanged 5 SP:Iteration 26Q (4191.911037 sec): 3 clusters Score: Raw -2780646.965311 + Penalty 1951.142640 = -2778695.822670 nChanged 6 SP:Iteration 27Q (4191.984935 sec): 3 clusters Score: Raw -2780650.716043 + Penalty 1951.142640 = -2778699.573402 nChanged 3 SP:Iteration 28Q (4192.056239 sec): 3 clusters Score: Raw -2780651.695403 + Penalty 1951.142640 = -2778700.552763 nChanged 0 SP:Iteration 29F (4192.140955 sec): 3 clusters Score: Raw -2780651.695403 + Penalty 1951.142640 = -2778700.552763 nChanged 0 Trying to split cluster 20 (21422 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4192.185063 sec): 2 clusters Score: Raw -1828023.961362 + Penalty 947.356502 = -1827076.604859 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4192.259643 sec): 3 clusters Score: Raw -1814711.588174 + Penalty 1894.713005 = -1812816.875169 nChanged 9889 SP:Iteration 1F (4192.325417 sec): 3 clusters Score: Raw -1820299.991048 + Penalty 1894.713005 = -1818405.278043 nChanged 1055 SP:Iteration 2Q (4192.390754 sec): 3 clusters Score: Raw -1820729.087285 + Penalty 1894.713005 = -1818834.374280 nChanged 1119 SP:Iteration 3F (4192.453831 sec): 3 clusters Score: Raw -1821289.941652 + Penalty 1894.713005 = -1819395.228647 nChanged 1280 SP:Iteration 4F (4192.517145 sec): 3 clusters Score: Raw -1822033.741592 + Penalty 1894.713005 = -1820139.028587 nChanged 1404 SP:Iteration 5F (4192.580994 sec): 3 clusters Score: Raw -1822942.679405 + Penalty 1894.713005 = -1821047.966400 nChanged 1503 SP:Iteration 6F (4192.645382 sec): 3 clusters Score: Raw -1823983.779556 + Penalty 1894.713005 = -1822089.066551 nChanged 1488 SP:Iteration 7F (4192.709260 sec): 3 clusters Score: Raw -1825022.734303 + Penalty 1894.713005 = -1823128.021298 nChanged 1225 SP:Iteration 8F (4192.772687 sec): 3 clusters Score: Raw -1825864.768145 + Penalty 1894.713005 = -1823970.055140 nChanged 993 SP:Iteration 9Q (4192.836109 sec): 3 clusters Score: Raw -1826573.169047 + Penalty 1894.713005 = -1824678.456042 nChanged 748 SP:Iteration 10Q (4192.909035 sec): 3 clusters Score: Raw -1827170.195522 + Penalty 1894.713005 = -1825275.482517 nChanged 571 SP:Iteration 11Q (4192.974219 sec): 3 clusters Score: Raw -1827659.913570 + Penalty 1894.713005 = -1825765.200565 nChanged 416 SP:Iteration 12Q (4193.047904 sec): 3 clusters Score: Raw -1827947.015836 + Penalty 1894.713005 = -1826052.302831 nChanged 319 SP:Iteration 13Q (4193.121227 sec): 3 clusters Score: Raw -1828085.463451 + Penalty 1894.713005 = -1826190.750446 nChanged 255 SP:Iteration 14Q (4193.194021 sec): 3 clusters Score: Raw -1828173.944374 + Penalty 1894.713005 = -1826279.231369 nChanged 234 SP:Iteration 15Q (4193.267357 sec): 3 clusters Score: Raw -1828243.839031 + Penalty 1894.713005 = -1826349.126026 nChanged 185 SP:Iteration 16Q (4193.341011 sec): 3 clusters Score: Raw -1828292.954644 + Penalty 1894.713005 = -1826398.241639 nChanged 165 SP:Iteration 17Q (4193.412953 sec): 3 clusters Score: Raw -1828334.700208 + Penalty 1894.713005 = -1826439.987203 nChanged 157 SP:Iteration 18Q (4193.475098 sec): 3 clusters Score: Raw -1828374.365625 + Penalty 1894.713005 = -1826479.652620 nChanged 136 SP:Iteration 19Q (4193.539287 sec): 3 clusters Score: Raw -1828405.996442 + Penalty 1894.713005 = -1826511.283437 nChanged 132 SP:Iteration 20F (4193.612977 sec): 3 clusters Score: Raw -1828433.101267 + Penalty 1894.713005 = -1826538.388262 nChanged 119 SP:Iteration 21Q (4193.680220 sec): 3 clusters Score: Raw -1828454.652575 + Penalty 1894.713005 = -1826559.939570 nChanged 100 SP:Iteration 22Q (4193.749599 sec): 3 clusters Score: Raw -1828472.974127 + Penalty 1894.713005 = -1826578.261123 nChanged 87 SP:Iteration 23Q (4193.810553 sec): 3 clusters Score: Raw -1828487.023154 + Penalty 1894.713005 = -1826592.310149 nChanged 78 SP:Iteration 24Q (4193.886037 sec): 3 clusters Score: Raw -1828498.528103 + Penalty 1894.713005 = -1826603.815098 nChanged 70 SP:Iteration 25Q (4193.947740 sec): 3 clusters Score: Raw -1828509.171811 + Penalty 1894.713005 = -1826614.458806 nChanged 74 SP:Iteration 26Q (4194.023627 sec): 3 clusters Score: Raw -1828521.246016 + Penalty 1894.713005 = -1826626.533011 nChanged 75 SP:Iteration 27Q (4194.086130 sec): 3 clusters Score: Raw -1828534.157400 + Penalty 1894.713005 = -1826639.444395 nChanged 78 SP:Iteration 28Q (4194.162877 sec): 3 clusters Score: Raw -1828547.151270 + Penalty 1894.713005 = -1826652.438265 nChanged 84 SP:Iteration 29Q (4194.234838 sec): 3 clusters Score: Raw -1828561.163268 + Penalty 1894.713005 = -1826666.450264 nChanged 78 SP:Iteration 30Q (4194.306053 sec): 3 clusters Score: Raw -1828572.030501 + Penalty 1894.713005 = -1826677.317496 nChanged 60 SP:Iteration 31Q (4194.373934 sec): 3 clusters Score: Raw -1828579.938715 + Penalty 1894.713005 = -1826685.225710 nChanged 61 SP:Iteration 32Q (4194.445483 sec): 3 clusters Score: Raw -1828588.521885 + Penalty 1894.713005 = -1826693.808880 nChanged 58 SP:Iteration 33Q (4194.508240 sec): 3 clusters Score: Raw -1828595.892306 + Penalty 1894.713005 = -1826701.179301 nChanged 49 SP:Iteration 34Q (4194.578672 sec): 3 clusters Score: Raw -1828602.487269 + Penalty 1894.713005 = -1826707.774264 nChanged 49 SP:Iteration 35Q (4194.647540 sec): 3 clusters Score: Raw -1828609.737301 + Penalty 1894.713005 = -1826715.024296 nChanged 47 SP:Iteration 36Q (4194.709791 sec): 3 clusters Score: Raw -1828615.882989 + Penalty 1894.713005 = -1826721.169984 nChanged 32 SP:Iteration 37Q (4194.788928 sec): 3 clusters Score: Raw -1828619.323315 + Penalty 1894.713005 = -1826724.610310 nChanged 25 SP:Iteration 38Q (4194.857612 sec): 3 clusters Score: Raw -1828621.792732 + Penalty 1894.713005 = -1826727.079727 nChanged 27 SP:Iteration 39Q (4194.923316 sec): 3 clusters Score: Raw -1828623.951667 + Penalty 1894.713005 = -1826729.238662 nChanged 27 SP:Iteration 40F (4194.996116 sec): 3 clusters Score: Raw -1828626.553133 + Penalty 1894.713005 = -1826731.840128 nChanged 24 SP:Iteration 41Q (4195.062273 sec): 3 clusters Score: Raw -1828628.788533 + Penalty 1894.713005 = -1826734.075529 nChanged 31 SP:Iteration 42Q (4195.142785 sec): 3 clusters Score: Raw -1828632.198259 + Penalty 1894.713005 = -1826737.485254 nChanged 27 SP:Iteration 43Q (4195.213033 sec): 3 clusters Score: Raw -1828634.937127 + Penalty 1894.713005 = -1826740.224122 nChanged 29 SP:Iteration 44Q (4195.249282 sec): 3 clusters Score: Raw -1828638.278835 + Penalty 1894.713005 = -1826743.565830 nChanged 32 SP:Iteration 45Q (4195.331006 sec): 3 clusters Score: Raw -1828642.967712 + Penalty 1894.713005 = -1826748.254707 nChanged 28 SP:Iteration 46Q (4195.392543 sec): 3 clusters Score: Raw -1828646.435918 + Penalty 1894.713005 = -1826751.722913 nChanged 24 SP:Iteration 47Q (4195.467476 sec): 3 clusters Score: Raw -1828648.889196 + Penalty 1894.713005 = -1826754.176191 nChanged 18 SP:Iteration 48Q (4195.540673 sec): 3 clusters Score: Raw -1828650.852770 + Penalty 1894.713005 = -1826756.139765 nChanged 15 SP:Iteration 49Q (4195.607626 sec): 3 clusters Score: Raw -1828651.989147 + Penalty 1894.713005 = -1826757.276142 nChanged 11 SP:Iteration 50Q (4195.679364 sec): 3 clusters Score: Raw -1828653.048396 + Penalty 1894.713005 = -1826758.335391 nChanged 11 SP:Iteration 51Q (4195.733420 sec): 3 clusters Score: Raw -1828653.858443 + Penalty 1894.713005 = -1826759.145438 nChanged 10 SP:Iteration 52Q (4195.769547 sec): 3 clusters Score: Raw -1828654.749011 + Penalty 1894.713005 = -1826760.036007 nChanged 9 SP:Iteration 53Q (4195.853607 sec): 3 clusters Score: Raw -1828655.286202 + Penalty 1894.713005 = -1826760.573197 nChanged 6 SP:Iteration 54Q (4195.921424 sec): 3 clusters Score: Raw -1828655.650354 + Penalty 1894.713005 = -1826760.937349 nChanged 4 SP:Iteration 55Q (4195.990591 sec): 3 clusters Score: Raw -1828656.061147 + Penalty 1894.713005 = -1826761.348142 nChanged 3 SP:Iteration 56Q (4196.065929 sec): 3 clusters Score: Raw -1828656.288480 + Penalty 1894.713005 = -1826761.575475 nChanged 6 SP:Iteration 57Q (4196.125485 sec): 3 clusters Score: Raw -1828656.691447 + Penalty 1894.713005 = -1826761.978442 nChanged 9 SP:Iteration 58Q (4196.204430 sec): 3 clusters Score: Raw -1828657.619915 + Penalty 1894.713005 = -1826762.906910 nChanged 8 SP:Iteration 59Q (4196.276117 sec): 3 clusters Score: Raw -1828658.187162 + Penalty 1894.713005 = -1826763.474157 nChanged 4 SP:Iteration 60F (4196.348848 sec): 3 clusters Score: Raw -1828658.384486 + Penalty 1894.713005 = -1826763.671481 nChanged 0 Trying to split cluster 21 (30893 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4196.405785 sec): 2 clusters Score: Raw -2974923.683047 + Penalty 982.137066 = -2973941.545981 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4196.493247 sec): 3 clusters Score: Raw -2955181.817867 + Penalty 1964.274131 = -2953217.543736 nChanged 14557 SP:Iteration 1F (4196.577813 sec): 3 clusters Score: Raw -2963723.463154 + Penalty 1964.274131 = -2961759.189023 nChanged 1353 SP:Iteration 2Q (4196.661887 sec): 3 clusters Score: Raw -2964207.426707 + Penalty 1964.274131 = -2962243.152576 nChanged 1419 SP:Iteration 3Q (4196.756996 sec): 3 clusters Score: Raw -2964793.586352 + Penalty 1964.274131 = -2962829.312221 nChanged 1530 SP:Iteration 4Q (4196.845857 sec): 3 clusters Score: Raw -2965460.293196 + Penalty 1964.274131 = -2963496.019065 nChanged 1562 SP:Iteration 5F (4196.935417 sec): 3 clusters Score: Raw -2966246.403349 + Penalty 1964.274131 = -2964282.129218 nChanged 1665 SP:Iteration 6F (4197.037185 sec): 3 clusters Score: Raw -2967269.461865 + Penalty 1964.274131 = -2965305.187734 nChanged 1771 SP:Iteration 7F (4197.126605 sec): 3 clusters Score: Raw -2968483.689982 + Penalty 1964.274131 = -2966519.415851 nChanged 1681 SP:Iteration 8F (4197.213517 sec): 3 clusters Score: Raw -2969592.418586 + Penalty 1964.274131 = -2967628.144455 nChanged 1423 SP:Iteration 9Q (4197.305964 sec): 3 clusters Score: Raw -2970372.932733 + Penalty 1964.274131 = -2968408.658602 nChanged 1048 SP:Iteration 10Q (4197.395104 sec): 3 clusters Score: Raw -2970800.737825 + Penalty 1964.274131 = -2968836.463694 nChanged 765 SP:Iteration 11Q (4197.484669 sec): 3 clusters Score: Raw -2971123.931479 + Penalty 1964.274131 = -2969159.657348 nChanged 693 SP:Iteration 12Q (4197.571573 sec): 3 clusters Score: Raw -2971440.383215 + Penalty 1964.274131 = -2969476.109084 nChanged 679 SP:Iteration 13Q (4197.659999 sec): 3 clusters Score: Raw -2971734.918311 + Penalty 1964.274131 = -2969770.644180 nChanged 625 SP:Iteration 14Q (4197.748522 sec): 3 clusters Score: Raw -2972034.855631 + Penalty 1964.274131 = -2970070.581500 nChanged 629 SP:Iteration 15Q (4197.834596 sec): 3 clusters Score: Raw -2972316.947774 + Penalty 1964.274131 = -2970352.673643 nChanged 583 SP:Iteration 16Q (4197.922341 sec): 3 clusters Score: Raw -2972599.420830 + Penalty 1964.274131 = -2970635.146699 nChanged 595 SP:Iteration 17Q (4198.010225 sec): 3 clusters Score: Raw -2972874.154052 + Penalty 1964.274131 = -2970909.879921 nChanged 589 SP:Iteration 18Q (4198.098598 sec): 3 clusters Score: Raw -2973166.299776 + Penalty 1964.274131 = -2971202.025645 nChanged 586 SP:Iteration 19Q (4198.175852 sec): 3 clusters Score: Raw -2973442.117616 + Penalty 1964.274131 = -2971477.843485 nChanged 555 SP:Iteration 20F (4198.267985 sec): 3 clusters Score: Raw -2973715.206008 + Penalty 1964.274131 = -2971750.931877 nChanged 521 SP:Iteration 21Q (4198.361751 sec): 3 clusters Score: Raw -2973965.046691 + Penalty 1964.274131 = -2972000.772560 nChanged 477 SP:Iteration 22Q (4198.445862 sec): 3 clusters Score: Raw -2974178.130615 + Penalty 1964.274131 = -2972213.856484 nChanged 385 SP:Iteration 23Q (4198.525906 sec): 3 clusters Score: Raw -2974320.539095 + Penalty 1964.274131 = -2972356.264964 nChanged 329 SP:Iteration 24Q (4198.613179 sec): 3 clusters Score: Raw -2974428.364845 + Penalty 1964.274131 = -2972464.090714 nChanged 297 SP:Iteration 25Q (4198.699900 sec): 3 clusters Score: Raw -2974509.344171 + Penalty 1964.274131 = -2972545.070040 nChanged 239 SP:Iteration 26Q (4198.782747 sec): 3 clusters Score: Raw -2974564.513893 + Penalty 1964.274131 = -2972600.239762 nChanged 190 SP:Iteration 27Q (4198.869530 sec): 3 clusters Score: Raw -2974600.739056 + Penalty 1964.274131 = -2972636.464925 nChanged 146 SP:Iteration 28Q (4198.951725 sec): 3 clusters Score: Raw -2974625.188322 + Penalty 1964.274131 = -2972660.914191 nChanged 124 SP:Iteration 29Q (4199.039247 sec): 3 clusters Score: Raw -2974642.860270 + Penalty 1964.274131 = -2972678.586139 nChanged 105 SP:Iteration 30Q (4199.124641 sec): 3 clusters Score: Raw -2974656.545513 + Penalty 1964.274131 = -2972692.271382 nChanged 89 SP:Iteration 31Q (4199.202870 sec): 3 clusters Score: Raw -2974666.416998 + Penalty 1964.274131 = -2972702.142867 nChanged 73 SP:Iteration 32Q (4199.287302 sec): 3 clusters Score: Raw -2974674.769652 + Penalty 1964.274131 = -2972710.495521 nChanged 57 SP:Iteration 33Q (4199.371752 sec): 3 clusters Score: Raw -2974678.614650 + Penalty 1964.274131 = -2972714.340519 nChanged 35 SP:Iteration 34Q (4199.460151 sec): 3 clusters Score: Raw -2974680.676956 + Penalty 1964.274131 = -2972716.402825 nChanged 30 SP:Iteration 35Q (4199.538786 sec): 3 clusters Score: Raw -2974681.917244 + Penalty 1964.274131 = -2972717.643113 nChanged 25 SP:Iteration 36Q (4199.622697 sec): 3 clusters Score: Raw -2974682.872431 + Penalty 1964.274131 = -2972718.598300 nChanged 26 SP:Iteration 37Q (4199.700525 sec): 3 clusters Score: Raw -2974684.029384 + Penalty 1964.274131 = -2972719.755253 nChanged 27 SP:Iteration 38Q (4199.788738 sec): 3 clusters Score: Raw -2974685.009526 + Penalty 1964.274131 = -2972720.735395 nChanged 22 SP:Iteration 39Q (4199.867098 sec): 3 clusters Score: Raw -2974685.710534 + Penalty 1964.274131 = -2972721.436403 nChanged 19 SP:Iteration 40F (4199.955654 sec): 3 clusters Score: Raw -2974686.392644 + Penalty 1964.274131 = -2972722.118513 nChanged 13 SP:Iteration 41Q (4200.037279 sec): 3 clusters Score: Raw -2974686.703192 + Penalty 1964.274131 = -2972722.429061 nChanged 14 SP:Iteration 42Q (4200.120163 sec): 3 clusters Score: Raw -2974687.276770 + Penalty 1964.274131 = -2972723.002639 nChanged 16 SP:Iteration 43Q (4200.202378 sec): 3 clusters Score: Raw -2974687.829323 + Penalty 1964.274131 = -2972723.555192 nChanged 15 SP:Iteration 44Q (4200.285918 sec): 3 clusters Score: Raw -2974688.261530 + Penalty 1964.274131 = -2972723.987399 nChanged 14 SP:Iteration 45Q (4200.369026 sec): 3 clusters Score: Raw -2974688.653962 + Penalty 1964.274131 = -2972724.379831 nChanged 12 SP:Iteration 46Q (4200.451522 sec): 3 clusters Score: Raw -2974689.052722 + Penalty 1964.274131 = -2972724.778591 nChanged 12 SP:Iteration 47Q (4200.534517 sec): 3 clusters Score: Raw -2974689.502593 + Penalty 1964.274131 = -2972725.228462 nChanged 17 SP:Iteration 48Q (4200.589450 sec): 3 clusters Score: Raw -2974690.378939 + Penalty 1964.274131 = -2972726.104808 nChanged 19 SP:Iteration 49Q (4200.670979 sec): 3 clusters Score: Raw -2974691.201938 + Penalty 1964.274131 = -2972726.927807 nChanged 14 SP:Iteration 50Q (4200.747814 sec): 3 clusters Score: Raw -2974691.754976 + Penalty 1964.274131 = -2972727.480845 nChanged 17 SP:Iteration 51Q (4200.830978 sec): 3 clusters Score: Raw -2974692.816568 + Penalty 1964.274131 = -2972728.542437 nChanged 18 SP:Iteration 52Q (4200.914536 sec): 3 clusters Score: Raw -2974693.721634 + Penalty 1964.274131 = -2972729.447503 nChanged 21 SP:Iteration 53Q (4200.988049 sec): 3 clusters Score: Raw -2974694.757794 + Penalty 1964.274131 = -2972730.483663 nChanged 24 SP:Iteration 54Q (4201.068914 sec): 3 clusters Score: Raw -2974696.128114 + Penalty 1964.274131 = -2972731.853983 nChanged 34 SP:Iteration 55Q (4201.150718 sec): 3 clusters Score: Raw -2974698.445396 + Penalty 1964.274131 = -2972734.171264 nChanged 39 SP:Iteration 56Q (4201.227865 sec): 3 clusters Score: Raw -2974700.681858 + Penalty 1964.274131 = -2972736.407727 nChanged 40 SP:Iteration 57Q (4201.310941 sec): 3 clusters Score: Raw -2974702.879397 + Penalty 1964.274131 = -2972738.605266 nChanged 38 SP:Iteration 58Q (4201.384938 sec): 3 clusters Score: Raw -2974704.779639 + Penalty 1964.274131 = -2972740.505508 nChanged 28 SP:Iteration 59Q (4201.468958 sec): 3 clusters Score: Raw -2974706.043020 + Penalty 1964.274131 = -2972741.768889 nChanged 25 SP:Iteration 60F (4201.541992 sec): 3 clusters Score: Raw -2974707.378266 + Penalty 1964.274131 = -2972743.104135 nChanged 27 SP:Iteration 61Q (4201.619468 sec): 3 clusters Score: Raw -2974708.952102 + Penalty 1964.274131 = -2972744.677971 nChanged 35 SP:Iteration 62Q (4201.699295 sec): 3 clusters Score: Raw -2974710.882734 + Penalty 1964.274131 = -2972746.608603 nChanged 20 SP:Iteration 63Q (4201.779497 sec): 3 clusters Score: Raw -2974711.528881 + Penalty 1964.274131 = -2972747.254750 nChanged 18 SP:Iteration 64Q (4201.860468 sec): 3 clusters Score: Raw -2974712.133448 + Penalty 1964.274131 = -2972747.859317 nChanged 16 SP:Iteration 65Q (4201.940010 sec): 3 clusters Score: Raw -2974712.693959 + Penalty 1964.274131 = -2972748.419828 nChanged 18 SP:Iteration 66Q (4202.021749 sec): 3 clusters Score: Raw -2974713.461448 + Penalty 1964.274131 = -2972749.187317 nChanged 23 SP:Iteration 67Q (4202.105058 sec): 3 clusters Score: Raw -2974715.019452 + Penalty 1964.274131 = -2972750.745321 nChanged 27 SP:Iteration 68Q (4202.166926 sec): 3 clusters Score: Raw -2974716.358244 + Penalty 1964.274131 = -2972752.084113 nChanged 20 SP:Iteration 69Q (4202.244566 sec): 3 clusters Score: Raw -2974717.606561 + Penalty 1964.274131 = -2972753.332430 nChanged 22 SP:Iteration 70Q (4202.335188 sec): 3 clusters Score: Raw -2974718.721820 + Penalty 1964.274131 = -2972754.447689 nChanged 20 SP:Iteration 71Q (4202.420943 sec): 3 clusters Score: Raw -2974719.558996 + Penalty 1964.274131 = -2972755.284865 nChanged 13 SP:Iteration 72Q (4202.502885 sec): 3 clusters Score: Raw -2974720.157722 + Penalty 1964.274131 = -2972755.883591 nChanged 15 SP:Iteration 73Q (4202.586077 sec): 3 clusters Score: Raw -2974720.778156 + Penalty 1964.274131 = -2972756.504025 nChanged 15 SP:Iteration 74Q (4202.671802 sec): 3 clusters Score: Raw -2974721.358586 + Penalty 1964.274131 = -2972757.084455 nChanged 18 SP:Iteration 75Q (4202.744327 sec): 3 clusters Score: Raw -2974722.084012 + Penalty 1964.274131 = -2972757.809881 nChanged 22 SP:Iteration 76Q (4202.828565 sec): 3 clusters Score: Raw -2974723.010293 + Penalty 1964.274131 = -2972758.736162 nChanged 22 SP:Iteration 77Q (4202.912870 sec): 3 clusters Score: Raw -2974724.098853 + Penalty 1964.274131 = -2972759.824722 nChanged 22 SP:Iteration 78Q (4202.991328 sec): 3 clusters Score: Raw -2974725.182109 + Penalty 1964.274131 = -2972760.907978 nChanged 29 SP:Iteration 79Q (4203.081158 sec): 3 clusters Score: Raw -2974726.645739 + Penalty 1964.274131 = -2972762.371608 nChanged 26 SP:Iteration 80F (4203.165130 sec): 3 clusters Score: Raw -2974727.984476 + Penalty 1964.274131 = -2972763.710345 nChanged 23 SP:Iteration 81Q (4203.244239 sec): 3 clusters Score: Raw -2974728.977315 + Penalty 1964.274131 = -2972764.703184 nChanged 25 SP:Iteration 82Q (4203.327301 sec): 3 clusters Score: Raw -2974730.011475 + Penalty 1964.274131 = -2972765.737344 nChanged 23 SP:Iteration 83Q (4203.413166 sec): 3 clusters Score: Raw -2974731.075608 + Penalty 1964.274131 = -2972766.801477 nChanged 38 SP:Iteration 84Q (4203.498504 sec): 3 clusters Score: Raw -2974733.242950 + Penalty 1964.274131 = -2972768.968819 nChanged 35 SP:Iteration 85Q (4203.574104 sec): 3 clusters Score: Raw -2974735.429667 + Penalty 1964.274131 = -2972771.155536 nChanged 37 SP:Iteration 86Q (4203.658065 sec): 3 clusters Score: Raw -2974737.226998 + Penalty 1964.274131 = -2972772.952867 nChanged 36 SP:Iteration 87Q (4203.744674 sec): 3 clusters Score: Raw -2974739.017815 + Penalty 1964.274131 = -2972774.743684 nChanged 39 SP:Iteration 88Q (4203.839237 sec): 3 clusters Score: Raw -2974740.968485 + Penalty 1964.274131 = -2972776.694354 nChanged 32 SP:Iteration 89Q (4203.925038 sec): 3 clusters Score: Raw -2974742.339668 + Penalty 1964.274131 = -2972778.065537 nChanged 26 SP:Iteration 90Q (4204.007259 sec): 3 clusters Score: Raw -2974743.453311 + Penalty 1964.274131 = -2972779.179180 nChanged 29 SP:Iteration 91Q (4204.093932 sec): 3 clusters Score: Raw -2974744.844025 + Penalty 1964.274131 = -2972780.569894 nChanged 22 SP:Iteration 92Q (4204.179015 sec): 3 clusters Score: Raw -2974745.744021 + Penalty 1964.274131 = -2972781.469890 nChanged 22 SP:Iteration 93Q (4204.262173 sec): 3 clusters Score: Raw -2974746.673061 + Penalty 1964.274131 = -2972782.398930 nChanged 26 SP:Iteration 94Q (4204.346404 sec): 3 clusters Score: Raw -2974747.846976 + Penalty 1964.274131 = -2972783.572845 nChanged 32 SP:Iteration 95Q (4204.421492 sec): 3 clusters Score: Raw -2974749.446655 + Penalty 1964.274131 = -2972785.172524 nChanged 25 SP:Iteration 96Q (4204.517064 sec): 3 clusters Score: Raw -2974750.457802 + Penalty 1964.274131 = -2972786.183671 nChanged 24 SP:Iteration 97Q (4204.604785 sec): 3 clusters Score: Raw -2974751.551890 + Penalty 1964.274131 = -2972787.277759 nChanged 21 SP:Iteration 98Q (4204.690849 sec): 3 clusters Score: Raw -2974752.616998 + Penalty 1964.274131 = -2972788.342867 nChanged 15 SP:Iteration 99Q (4204.768322 sec): 3 clusters Score: Raw -2974753.223458 + Penalty 1964.274131 = -2972788.949327 nChanged 12 SP:Iteration 100F (4204.853921 sec): 3 clusters Score: Raw -2974753.768080 + Penalty 1964.274131 = -2972789.493949 nChanged 18 SP:Iteration 101Q (4204.926888 sec): 3 clusters Score: Raw -2974754.504232 + Penalty 1964.274131 = -2972790.230101 nChanged 18 SP:Iteration 102Q (4205.016071 sec): 3 clusters Score: Raw -2974755.350072 + Penalty 1964.274131 = -2972791.075941 nChanged 21 SP:Iteration 103Q (4205.091612 sec): 3 clusters Score: Raw -2974756.195964 + Penalty 1964.274131 = -2972791.921833 nChanged 21 SP:Iteration 104Q (4205.170419 sec): 3 clusters Score: Raw -2974757.021804 + Penalty 1964.274131 = -2972792.747673 nChanged 18 SP:Iteration 105Q (4205.264660 sec): 3 clusters Score: Raw -2974757.640682 + Penalty 1964.274131 = -2972793.366551 nChanged 16 SP:Iteration 106Q (4205.348431 sec): 3 clusters Score: Raw -2974758.232019 + Penalty 1964.274131 = -2972793.957888 nChanged 12 SP:Iteration 107Q (4205.424665 sec): 3 clusters Score: Raw -2974758.631678 + Penalty 1964.274131 = -2972794.357547 nChanged 13 SP:Iteration 108Q (4205.512717 sec): 3 clusters Score: Raw -2974759.090961 + Penalty 1964.274131 = -2972794.816830 nChanged 13 SP:Iteration 109Q (4205.595998 sec): 3 clusters Score: Raw -2974759.553491 + Penalty 1964.274131 = -2972795.279360 nChanged 8 SP:Iteration 110Q (4205.678949 sec): 3 clusters Score: Raw -2974759.721364 + Penalty 1964.274131 = -2972795.447233 nChanged 6 SP:Iteration 111Q (4205.754238 sec): 3 clusters Score: Raw -2974759.974191 + Penalty 1964.274131 = -2972795.700060 nChanged 13 SP:Iteration 112Q (4205.830028 sec): 3 clusters Score: Raw -2974760.519651 + Penalty 1964.274131 = -2972796.245520 nChanged 16 SP:Iteration 113Q (4205.914630 sec): 3 clusters Score: Raw -2974761.349839 + Penalty 1964.274131 = -2972797.075708 nChanged 18 SP:Iteration 114Q (4205.973341 sec): 3 clusters Score: Raw -2974761.970953 + Penalty 1964.274131 = -2972797.696822 nChanged 19 SP:Iteration 115Q (4206.020839 sec): 3 clusters Score: Raw -2974762.669566 + Penalty 1964.274131 = -2972798.395435 nChanged 21 SP:Iteration 116Q (4206.069070 sec): 3 clusters Score: Raw -2974763.497457 + Penalty 1964.274131 = -2972799.223326 nChanged 19 SP:Iteration 117Q (4206.117363 sec): 3 clusters Score: Raw -2974764.301245 + Penalty 1964.274131 = -2972800.027114 nChanged 19 SP:Iteration 118Q (4206.165102 sec): 3 clusters Score: Raw -2974765.096020 + Penalty 1964.274131 = -2972800.821889 nChanged 20 SP:Iteration 119Q (4206.248123 sec): 3 clusters Score: Raw -2974765.930026 + Penalty 1964.274131 = -2972801.655895 nChanged 13 SP:Iteration 120F (4206.344286 sec): 3 clusters Score: Raw -2974766.541735 + Penalty 1964.274131 = -2972802.267604 nChanged 12 SP:Iteration 121Q (4206.421370 sec): 3 clusters Score: Raw -2974766.955447 + Penalty 1964.274131 = -2972802.681316 nChanged 11 SP:Iteration 122Q (4206.504890 sec): 3 clusters Score: Raw -2974767.403921 + Penalty 1964.274131 = -2972803.129790 nChanged 12 SP:Iteration 123Q (4206.583793 sec): 3 clusters Score: Raw -2974767.924702 + Penalty 1964.274131 = -2972803.650571 nChanged 14 SP:Iteration 124Q (4206.658888 sec): 3 clusters Score: Raw -2974768.471815 + Penalty 1964.274131 = -2972804.197684 nChanged 12 SP:Iteration 125Q (4206.736924 sec): 3 clusters Score: Raw -2974768.738305 + Penalty 1964.274131 = -2972804.464174 nChanged 7 SP:Iteration 126Q (4206.832528 sec): 3 clusters Score: Raw -2974768.922983 + Penalty 1964.274131 = -2972804.648852 nChanged 8 SP:Iteration 127Q (4206.917523 sec): 3 clusters Score: Raw -2974769.178325 + Penalty 1964.274131 = -2972804.904194 nChanged 5 SP:Iteration 128Q (4206.998795 sec): 3 clusters Score: Raw -2974769.362499 + Penalty 1964.274131 = -2972805.088368 nChanged 7 SP:Iteration 129Q (4207.084183 sec): 3 clusters Score: Raw -2974769.603608 + Penalty 1964.274131 = -2972805.329477 nChanged 11 SP:Iteration 130Q (4207.163054 sec): 3 clusters Score: Raw -2974769.976499 + Penalty 1964.274131 = -2972805.702368 nChanged 12 SP:Iteration 131Q (4207.246272 sec): 3 clusters Score: Raw -2974770.329863 + Penalty 1964.274131 = -2972806.055732 nChanged 9 SP:Iteration 132Q (4207.326946 sec): 3 clusters Score: Raw -2974770.505940 + Penalty 1964.274131 = -2972806.231809 nChanged 8 SP:Iteration 133Q (4207.410435 sec): 3 clusters Score: Raw -2974770.802834 + Penalty 1964.274131 = -2972806.528703 nChanged 8 SP:Iteration 134Q (4207.493786 sec): 3 clusters Score: Raw -2974771.132940 + Penalty 1964.274131 = -2972806.858809 nChanged 3 SP:Iteration 135Q (4207.568693 sec): 3 clusters Score: Raw -2974771.238374 + Penalty 1964.274131 = -2972806.964243 nChanged 4 SP:Iteration 136Q (4207.641367 sec): 3 clusters Score: Raw -2974771.334724 + Penalty 1964.274131 = -2972807.060593 nChanged 1 SP:Iteration 137Q (4207.726068 sec): 3 clusters Score: Raw -2974771.347871 + Penalty 1964.274131 = -2972807.073740 nChanged 0 SP:Iteration 138F (4207.798757 sec): 3 clusters Score: Raw -2974771.347871 + Penalty 1964.274131 = -2972807.073740 nChanged 0 Trying to split cluster 22 (134422 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4207.962461 sec): 2 clusters Score: Raw -12881897.763837 + Penalty 1121.830241 = -12880775.933595 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4208.171691 sec): 3 clusters Score: Raw -12792774.141455 + Penalty 2243.660483 = -12790530.480972 nChanged 65207 SP:Iteration 1F (4208.378112 sec): 3 clusters Score: Raw -12833548.025332 + Penalty 2243.660483 = -12831304.364849 nChanged 5947 SP:Iteration 2Q (4208.596241 sec): 3 clusters Score: Raw -12835667.667358 + Penalty 2243.660483 = -12833424.006875 nChanged 6554 SP:Iteration 3Q (4208.803694 sec): 3 clusters Score: Raw -12838365.423669 + Penalty 2243.660483 = -12836121.763186 nChanged 7271 SP:Iteration 4F (4209.002290 sec): 3 clusters Score: Raw -12841960.900396 + Penalty 2243.660483 = -12839717.239913 nChanged 7727 SP:Iteration 5F (4209.213637 sec): 3 clusters Score: Raw -12846517.609224 + Penalty 2243.660483 = -12844273.948741 nChanged 7801 SP:Iteration 6F (4209.430485 sec): 3 clusters Score: Raw -12851812.900442 + Penalty 2243.660483 = -12849569.239959 nChanged 7465 SP:Iteration 7F (4209.641056 sec): 3 clusters Score: Raw -12857375.878391 + Penalty 2243.660483 = -12855132.217908 nChanged 6523 SP:Iteration 8Q (4209.859897 sec): 3 clusters Score: Raw -12862094.761154 + Penalty 2243.660483 = -12859851.100671 nChanged 5056 SP:Iteration 9Q (4210.080568 sec): 3 clusters Score: Raw -12865096.744309 + Penalty 2243.660483 = -12862853.083826 nChanged 3574 SP:Iteration 10Q (4210.298204 sec): 3 clusters Score: Raw -12866791.655134 + Penalty 2243.660483 = -12864547.994651 nChanged 2712 SP:Iteration 11Q (4210.509827 sec): 3 clusters Score: Raw -12868063.411767 + Penalty 2243.660483 = -12865819.751284 nChanged 2549 SP:Iteration 12Q (4210.728037 sec): 3 clusters Score: Raw -12869249.277066 + Penalty 2243.660483 = -12867005.616583 nChanged 2459 SP:Iteration 13Q (4210.944513 sec): 3 clusters Score: Raw -12870438.501156 + Penalty 2243.660483 = -12868194.840673 nChanged 2377 SP:Iteration 14Q (4211.156884 sec): 3 clusters Score: Raw -12871629.952133 + Penalty 2243.660483 = -12869386.291650 nChanged 2220 SP:Iteration 15Q (4211.357262 sec): 3 clusters Score: Raw -12872786.167506 + Penalty 2243.660483 = -12870542.507023 nChanged 2008 SP:Iteration 16Q (4211.572638 sec): 3 clusters Score: Raw -12873783.724040 + Penalty 2243.660483 = -12871540.063557 nChanged 1750 SP:Iteration 17Q (4211.767961 sec): 3 clusters Score: Raw -12874633.877946 + Penalty 2243.660483 = -12872390.217463 nChanged 1666 SP:Iteration 18Q (4211.976967 sec): 3 clusters Score: Raw -12875461.079392 + Penalty 2243.660483 = -12873217.418909 nChanged 1525 SP:Iteration 19Q (4212.176933 sec): 3 clusters Score: Raw -12876215.879394 + Penalty 2243.660483 = -12873972.218911 nChanged 1375 SP:Iteration 20F (4212.381960 sec): 3 clusters Score: Raw -12876902.748716 + Penalty 2243.660483 = -12874659.088233 nChanged 1265 SP:Iteration 21Q (4212.555006 sec): 3 clusters Score: Raw -12877527.426950 + Penalty 2243.660483 = -12875283.766467 nChanged 1180 SP:Iteration 22Q (4212.728743 sec): 3 clusters Score: Raw -12878079.120387 + Penalty 2243.660483 = -12875835.459904 nChanged 1030 SP:Iteration 23Q (4212.941948 sec): 3 clusters Score: Raw -12878523.293816 + Penalty 2243.660483 = -12876279.633333 nChanged 924 SP:Iteration 24Q (4213.146089 sec): 3 clusters Score: Raw -12878868.161671 + Penalty 2243.660483 = -12876624.501188 nChanged 772 SP:Iteration 25Q (4213.336030 sec): 3 clusters Score: Raw -12879107.579682 + Penalty 2243.660483 = -12876863.919199 nChanged 673 SP:Iteration 26Q (4213.524389 sec): 3 clusters Score: Raw -12879299.388298 + Penalty 2243.660483 = -12877055.727815 nChanged 612 SP:Iteration 27Q (4213.719068 sec): 3 clusters Score: Raw -12879464.081225 + Penalty 2243.660483 = -12877220.420742 nChanged 550 SP:Iteration 28Q (4213.905908 sec): 3 clusters Score: Raw -12879600.876546 + Penalty 2243.660483 = -12877357.216063 nChanged 461 SP:Iteration 29Q (4214.092157 sec): 3 clusters Score: Raw -12879710.617802 + Penalty 2243.660483 = -12877466.957319 nChanged 419 SP:Iteration 30Q (4214.277747 sec): 3 clusters Score: Raw -12879797.190381 + Penalty 2243.660483 = -12877553.529898 nChanged 356 SP:Iteration 31Q (4214.462761 sec): 3 clusters Score: Raw -12879859.380162 + Penalty 2243.660483 = -12877615.719679 nChanged 343 SP:Iteration 32Q (4214.648626 sec): 3 clusters Score: Raw -12879920.846768 + Penalty 2243.660483 = -12877677.186285 nChanged 324 SP:Iteration 33Q (4214.848148 sec): 3 clusters Score: Raw -12879978.047372 + Penalty 2243.660483 = -12877734.386889 nChanged 302 SP:Iteration 34Q (4215.043554 sec): 3 clusters Score: Raw -12880026.973049 + Penalty 2243.660483 = -12877783.312566 nChanged 282 SP:Iteration 35Q (4215.244728 sec): 3 clusters Score: Raw -12880071.234233 + Penalty 2243.660483 = -12877827.573750 nChanged 256 SP:Iteration 36Q (4215.437994 sec): 3 clusters Score: Raw -12880109.852974 + Penalty 2243.660483 = -12877866.192491 nChanged 249 SP:Iteration 37Q (4215.627384 sec): 3 clusters Score: Raw -12880145.642208 + Penalty 2243.660483 = -12877901.981725 nChanged 237 SP:Iteration 38Q (4215.825751 sec): 3 clusters Score: Raw -12880178.505304 + Penalty 2243.660483 = -12877934.844821 nChanged 242 SP:Iteration 39Q (4216.016985 sec): 3 clusters Score: Raw -12880212.602620 + Penalty 2243.660483 = -12877968.942137 nChanged 237 SP:Iteration 40F (4216.226978 sec): 3 clusters Score: Raw -12880248.008042 + Penalty 2243.660483 = -12878004.347559 nChanged 229 SP:Iteration 41Q (4216.396652 sec): 3 clusters Score: Raw -12880279.223076 + Penalty 2243.660483 = -12878035.562593 nChanged 213 SP:Iteration 42Q (4216.581468 sec): 3 clusters Score: Raw -12880307.478871 + Penalty 2243.660483 = -12878063.818388 nChanged 197 SP:Iteration 43Q (4216.762308 sec): 3 clusters Score: Raw -12880335.245322 + Penalty 2243.660483 = -12878091.584839 nChanged 206 SP:Iteration 44Q (4216.944343 sec): 3 clusters Score: Raw -12880364.308005 + Penalty 2243.660483 = -12878120.647522 nChanged 189 SP:Iteration 45Q (4217.131237 sec): 3 clusters Score: Raw -12880389.827957 + Penalty 2243.660483 = -12878146.167474 nChanged 202 SP:Iteration 46Q (4217.319120 sec): 3 clusters Score: Raw -12880415.828709 + Penalty 2243.660483 = -12878172.168226 nChanged 184 SP:Iteration 47Q (4217.516383 sec): 3 clusters Score: Raw -12880438.863601 + Penalty 2243.660483 = -12878195.203118 nChanged 175 SP:Iteration 48Q (4217.696560 sec): 3 clusters Score: Raw -12880459.794597 + Penalty 2243.660483 = -12878216.134114 nChanged 182 SP:Iteration 49Q (4217.884804 sec): 3 clusters Score: Raw -12880484.553274 + Penalty 2243.660483 = -12878240.892791 nChanged 194 SP:Iteration 50Q (4218.077220 sec): 3 clusters Score: Raw -12880508.157541 + Penalty 2243.660483 = -12878264.497058 nChanged 187 SP:Iteration 51Q (4218.269163 sec): 3 clusters Score: Raw -12880528.671590 + Penalty 2243.660483 = -12878285.011107 nChanged 171 SP:Iteration 52Q (4218.461476 sec): 3 clusters Score: Raw -12880549.190406 + Penalty 2243.660483 = -12878305.529923 nChanged 161 SP:Iteration 53Q (4218.636658 sec): 3 clusters Score: Raw -12880568.638462 + Penalty 2243.660483 = -12878324.977979 nChanged 152 SP:Iteration 54Q (4218.817243 sec): 3 clusters Score: Raw -12880586.118035 + Penalty 2243.660483 = -12878342.457552 nChanged 143 SP:Iteration 55Q (4219.007307 sec): 3 clusters Score: Raw -12880603.381742 + Penalty 2243.660483 = -12878359.721259 nChanged 156 SP:Iteration 56Q (4219.175357 sec): 3 clusters Score: Raw -12880625.416217 + Penalty 2243.660483 = -12878381.755734 nChanged 158 SP:Iteration 57Q (4219.354948 sec): 3 clusters Score: Raw -12880646.284030 + Penalty 2243.660483 = -12878402.623547 nChanged 152 SP:Iteration 58Q (4219.533891 sec): 3 clusters Score: Raw -12880665.057088 + Penalty 2243.660483 = -12878421.396605 nChanged 146 SP:Iteration 59Q (4219.711846 sec): 3 clusters Score: Raw -12880680.760421 + Penalty 2243.660483 = -12878437.099938 nChanged 131 SP:Iteration 60F (4219.918858 sec): 3 clusters Score: Raw -12880695.268320 + Penalty 2243.660483 = -12878451.607837 nChanged 114 SP:Iteration 61Q (4220.107021 sec): 3 clusters Score: Raw -12880707.549434 + Penalty 2243.660483 = -12878463.888951 nChanged 122 SP:Iteration 62Q (4220.296358 sec): 3 clusters Score: Raw -12880722.918111 + Penalty 2243.660483 = -12878479.257628 nChanged 129 SP:Iteration 63Q (4220.482752 sec): 3 clusters Score: Raw -12880737.860714 + Penalty 2243.660483 = -12878494.200231 nChanged 119 SP:Iteration 64Q (4220.637925 sec): 3 clusters Score: Raw -12880751.741547 + Penalty 2243.660483 = -12878508.081064 nChanged 125 SP:Iteration 65Q (4220.822831 sec): 3 clusters Score: Raw -12880768.745660 + Penalty 2243.660483 = -12878525.085177 nChanged 147 SP:Iteration 66Q (4221.014292 sec): 3 clusters Score: Raw -12880792.965406 + Penalty 2243.660483 = -12878549.304923 nChanged 166 SP:Iteration 67Q (4221.200897 sec): 3 clusters Score: Raw -12880820.002643 + Penalty 2243.660483 = -12878576.342160 nChanged 158 SP:Iteration 68Q (4221.391637 sec): 3 clusters Score: Raw -12880845.058343 + Penalty 2243.660483 = -12878601.397860 nChanged 163 SP:Iteration 69Q (4221.576858 sec): 3 clusters Score: Raw -12880871.931310 + Penalty 2243.660483 = -12878628.270827 nChanged 174 SP:Iteration 70Q (4221.755365 sec): 3 clusters Score: Raw -12880902.246701 + Penalty 2243.660483 = -12878658.586218 nChanged 171 SP:Iteration 71Q (4221.932325 sec): 3 clusters Score: Raw -12880929.775908 + Penalty 2243.660483 = -12878686.115425 nChanged 167 SP:Iteration 72Q (4222.114127 sec): 3 clusters Score: Raw -12880955.388480 + Penalty 2243.660483 = -12878711.727998 nChanged 163 SP:Iteration 73Q (4222.294894 sec): 3 clusters Score: Raw -12880985.537219 + Penalty 2243.660483 = -12878741.876736 nChanged 186 SP:Iteration 74Q (4222.490526 sec): 3 clusters Score: Raw -12881027.453668 + Penalty 2243.660483 = -12878783.793185 nChanged 216 SP:Iteration 75Q (4222.676097 sec): 3 clusters Score: Raw -12881080.383510 + Penalty 2243.660483 = -12878836.723027 nChanged 211 SP:Iteration 76Q (4222.862536 sec): 3 clusters Score: Raw -12881130.883265 + Penalty 2243.660483 = -12878887.222782 nChanged 191 SP:Iteration 77Q (4223.046046 sec): 3 clusters Score: Raw -12881169.592694 + Penalty 2243.660483 = -12878925.932211 nChanged 192 SP:Iteration 78Q (4223.225100 sec): 3 clusters Score: Raw -12881205.233998 + Penalty 2243.660483 = -12878961.573515 nChanged 182 SP:Iteration 79Q (4223.395394 sec): 3 clusters Score: Raw -12881240.554370 + Penalty 2243.660483 = -12878996.893887 nChanged 166 SP:Iteration 80F (4223.609604 sec): 3 clusters Score: Raw -12881274.847199 + Penalty 2243.660483 = -12879031.186716 nChanged 176 SP:Iteration 81Q (4223.791266 sec): 3 clusters Score: Raw -12881310.333599 + Penalty 2243.660483 = -12879066.673116 nChanged 157 SP:Iteration 82Q (4223.975511 sec): 3 clusters Score: Raw -12881340.089021 + Penalty 2243.660483 = -12879096.428538 nChanged 140 SP:Iteration 83Q (4224.154197 sec): 3 clusters Score: Raw -12881365.174158 + Penalty 2243.660483 = -12879121.513675 nChanged 135 SP:Iteration 84Q (4224.332829 sec): 3 clusters Score: Raw -12881390.697100 + Penalty 2243.660483 = -12879147.036617 nChanged 146 SP:Iteration 85Q (4224.518328 sec): 3 clusters Score: Raw -12881417.840669 + Penalty 2243.660483 = -12879174.180186 nChanged 138 SP:Iteration 86Q (4224.695452 sec): 3 clusters Score: Raw -12881442.786754 + Penalty 2243.660483 = -12879199.126271 nChanged 140 SP:Iteration 87Q (4224.870796 sec): 3 clusters Score: Raw -12881470.322362 + Penalty 2243.660483 = -12879226.661879 nChanged 147 SP:Iteration 88Q (4225.046129 sec): 3 clusters Score: Raw -12881500.969518 + Penalty 2243.660483 = -12879257.309035 nChanged 149 SP:Iteration 89Q (4225.220724 sec): 3 clusters Score: Raw -12881534.026341 + Penalty 2243.660483 = -12879290.365858 nChanged 152 SP:Iteration 90Q (4225.387472 sec): 3 clusters Score: Raw -12881567.278047 + Penalty 2243.660483 = -12879323.617564 nChanged 141 SP:Iteration 91Q (4225.561984 sec): 3 clusters Score: Raw -12881600.744180 + Penalty 2243.660483 = -12879357.083697 nChanged 161 SP:Iteration 92Q (4225.739559 sec): 3 clusters Score: Raw -12881636.728832 + Penalty 2243.660483 = -12879393.068349 nChanged 139 SP:Iteration 93Q (4225.918503 sec): 3 clusters Score: Raw -12881668.547592 + Penalty 2243.660483 = -12879424.887109 nChanged 137 SP:Iteration 94Q (4226.109233 sec): 3 clusters Score: Raw -12881698.590342 + Penalty 2243.660483 = -12879454.929859 nChanged 127 SP:Iteration 95Q (4226.296633 sec): 3 clusters Score: Raw -12881724.421524 + Penalty 2243.660483 = -12879480.761041 nChanged 105 SP:Iteration 96Q (4226.474946 sec): 3 clusters Score: Raw -12881741.663692 + Penalty 2243.660483 = -12879498.003209 nChanged 86 SP:Iteration 97Q (4226.660861 sec): 3 clusters Score: Raw -12881755.022372 + Penalty 2243.660483 = -12879511.361889 nChanged 91 SP:Iteration 98Q (4226.830194 sec): 3 clusters Score: Raw -12881773.391059 + Penalty 2243.660483 = -12879529.730576 nChanged 88 SP:Iteration 99Q (4227.013552 sec): 3 clusters Score: Raw -12881789.839500 + Penalty 2243.660483 = -12879546.179017 nChanged 82 SP:Iteration 100F (4227.224632 sec): 3 clusters Score: Raw -12881804.347955 + Penalty 2243.660483 = -12879560.687472 nChanged 76 SP:Iteration 101Q (4227.405615 sec): 3 clusters Score: Raw -12881818.285021 + Penalty 2243.660483 = -12879574.624538 nChanged 70 SP:Iteration 102Q (4227.585696 sec): 3 clusters Score: Raw -12881830.206593 + Penalty 2243.660483 = -12879586.546110 nChanged 69 SP:Iteration 103Q (4227.764359 sec): 3 clusters Score: Raw -12881842.239461 + Penalty 2243.660483 = -12879598.578978 nChanged 62 SP:Iteration 104Q (4227.933380 sec): 3 clusters Score: Raw -12881853.904352 + Penalty 2243.660483 = -12879610.243869 nChanged 65 SP:Iteration 105Q (4228.119559 sec): 3 clusters Score: Raw -12881868.855990 + Penalty 2243.660483 = -12879625.195507 nChanged 61 SP:Iteration 106Q (4228.303211 sec): 3 clusters Score: Raw -12881882.279695 + Penalty 2243.660483 = -12879638.619212 nChanged 71 SP:Iteration 107Q (4228.474426 sec): 3 clusters Score: Raw -12881898.379531 + Penalty 2243.660483 = -12879654.719048 nChanged 59 SP:Iteration 108Q (4228.659239 sec): 3 clusters Score: Raw -12881910.615401 + Penalty 2243.660483 = -12879666.954918 nChanged 52 SP:Iteration 109Q (4228.846358 sec): 3 clusters Score: Raw -12881921.003263 + Penalty 2243.660483 = -12879677.342780 nChanged 47 SP:Iteration 110Q (4229.025806 sec): 3 clusters Score: Raw -12881929.841468 + Penalty 2243.660483 = -12879686.180985 nChanged 46 SP:Iteration 111Q (4229.208659 sec): 3 clusters Score: Raw -12881936.597738 + Penalty 2243.660483 = -12879692.937255 nChanged 31 SP:Iteration 112Q (4229.387441 sec): 3 clusters Score: Raw -12881941.940174 + Penalty 2243.660483 = -12879698.279691 nChanged 30 SP:Iteration 113Q (4229.540634 sec): 3 clusters Score: Raw -12881948.829662 + Penalty 2243.660483 = -12879705.169179 nChanged 28 SP:Iteration 114Q (4229.732735 sec): 3 clusters Score: Raw -12881955.957252 + Penalty 2243.660483 = -12879712.296769 nChanged 30 SP:Iteration 115Q (4229.928100 sec): 3 clusters Score: Raw -12881962.266696 + Penalty 2243.660483 = -12879718.606213 nChanged 36 SP:Iteration 116Q (4230.105963 sec): 3 clusters Score: Raw -12881969.143573 + Penalty 2243.660483 = -12879725.483090 nChanged 36 SP:Iteration 117Q (4230.289274 sec): 3 clusters Score: Raw -12881976.802565 + Penalty 2243.660483 = -12879733.142082 nChanged 35 SP:Iteration 118Q (4230.489094 sec): 3 clusters Score: Raw -12881982.546341 + Penalty 2243.660483 = -12879738.885858 nChanged 25 SP:Iteration 119Q (4230.678424 sec): 3 clusters Score: Raw -12881987.695101 + Penalty 2243.660483 = -12879744.034618 nChanged 35 SP:Iteration 120F (4230.885763 sec): 3 clusters Score: Raw -12881996.129309 + Penalty 2243.660483 = -12879752.468826 nChanged 40 SP:Iteration 121Q (4231.075566 sec): 3 clusters Score: Raw -12882005.464510 + Penalty 2243.660483 = -12879761.804027 nChanged 29 SP:Iteration 122Q (4231.259230 sec): 3 clusters Score: Raw -12882011.399299 + Penalty 2243.660483 = -12879767.738816 nChanged 31 SP:Iteration 123Q (4231.432719 sec): 3 clusters Score: Raw -12882017.548191 + Penalty 2243.660483 = -12879773.887708 nChanged 27 SP:Iteration 124Q (4231.601215 sec): 3 clusters Score: Raw -12882022.954793 + Penalty 2243.660483 = -12879779.294310 nChanged 28 SP:Iteration 125Q (4231.785440 sec): 3 clusters Score: Raw -12882028.632159 + Penalty 2243.660483 = -12879784.971676 nChanged 35 SP:Iteration 126Q (4231.969368 sec): 3 clusters Score: Raw -12882036.097386 + Penalty 2243.660483 = -12879792.436903 nChanged 28 SP:Iteration 127Q (4232.146768 sec): 3 clusters Score: Raw -12882043.693917 + Penalty 2243.660483 = -12879800.033434 nChanged 39 SP:Iteration 128Q (4232.310388 sec): 3 clusters Score: Raw -12882054.644023 + Penalty 2243.660483 = -12879810.983540 nChanged 30 SP:Iteration 129Q (4232.493607 sec): 3 clusters Score: Raw -12882061.606714 + Penalty 2243.660483 = -12879817.946231 nChanged 28 SP:Iteration 130Q (4232.679137 sec): 3 clusters Score: Raw -12882068.334345 + Penalty 2243.660483 = -12879824.673862 nChanged 21 SP:Iteration 131Q (4232.856470 sec): 3 clusters Score: Raw -12882073.078953 + Penalty 2243.660483 = -12879829.418470 nChanged 20 SP:Iteration 132Q (4233.032120 sec): 3 clusters Score: Raw -12882076.953527 + Penalty 2243.660483 = -12879833.293044 nChanged 20 SP:Iteration 133Q (4233.209171 sec): 3 clusters Score: Raw -12882081.393857 + Penalty 2243.660483 = -12879837.733374 nChanged 22 SP:Iteration 134Q (4233.394782 sec): 3 clusters Score: Raw -12882085.102921 + Penalty 2243.660483 = -12879841.442438 nChanged 15 SP:Iteration 135Q (4233.573676 sec): 3 clusters Score: Raw -12882088.207864 + Penalty 2243.660483 = -12879844.547381 nChanged 10 SP:Iteration 136Q (4233.750045 sec): 3 clusters Score: Raw -12882089.883554 + Penalty 2243.660483 = -12879846.223071 nChanged 5 SP:Iteration 137Q (4233.938167 sec): 3 clusters Score: Raw -12882090.592768 + Penalty 2243.660483 = -12879846.932285 nChanged 7 SP:Iteration 138Q (4234.122513 sec): 3 clusters Score: Raw -12882091.642949 + Penalty 2243.660483 = -12879847.982466 nChanged 7 SP:Iteration 139Q (4234.306134 sec): 3 clusters Score: Raw -12882092.753033 + Penalty 2243.660483 = -12879849.092550 nChanged 9 SP:Iteration 140F (4234.519583 sec): 3 clusters Score: Raw -12882094.881334 + Penalty 2243.660483 = -12879851.220851 nChanged 8 SP:Iteration 141Q (4234.692366 sec): 3 clusters Score: Raw -12882096.800584 + Penalty 2243.660483 = -12879853.140101 nChanged 12 SP:Iteration 142Q (4234.880935 sec): 3 clusters Score: Raw -12882098.689597 + Penalty 2243.660483 = -12879855.029114 nChanged 15 SP:Iteration 143Q (4235.034537 sec): 3 clusters Score: Raw -12882101.285015 + Penalty 2243.660483 = -12879857.624532 nChanged 15 SP:Iteration 144Q (4235.224501 sec): 3 clusters Score: Raw -12882103.508015 + Penalty 2243.660483 = -12879859.847532 nChanged 5 SP:Iteration 145Q (4235.421554 sec): 3 clusters Score: Raw -12882104.218149 + Penalty 2243.660483 = -12879860.557666 nChanged 6 SP:Iteration 146Q (4235.624507 sec): 3 clusters Score: Raw -12882105.094300 + Penalty 2243.660483 = -12879861.433817 nChanged 3 SP:Iteration 147Q (4235.814502 sec): 3 clusters Score: Raw -12882105.943140 + Penalty 2243.660483 = -12879862.282657 nChanged 6 SP:Iteration 148Q (4235.999576 sec): 3 clusters Score: Raw -12882107.035349 + Penalty 2243.660483 = -12879863.374866 nChanged 8 SP:Iteration 149Q (4236.179531 sec): 3 clusters Score: Raw -12882108.245960 + Penalty 2243.660483 = -12879864.585477 nChanged 1 SP:Iteration 150Q (4236.368148 sec): 3 clusters Score: Raw -12882108.307138 + Penalty 2243.660483 = -12879864.646655 nChanged 2 SP:Iteration 151Q (4236.553878 sec): 3 clusters Score: Raw -12882108.627564 + Penalty 2243.660483 = -12879864.967081 nChanged 3 SP:Iteration 152Q (4236.733067 sec): 3 clusters Score: Raw -12882109.255904 + Penalty 2243.660483 = -12879865.595421 nChanged 4 SP:Iteration 153Q (4236.914234 sec): 3 clusters Score: Raw -12882110.201229 + Penalty 2243.660483 = -12879866.540746 nChanged 6 SP:Iteration 154Q (4237.078741 sec): 3 clusters Score: Raw -12882111.495319 + Penalty 2243.660483 = -12879867.834836 nChanged 10 SP:Iteration 155Q (4237.253217 sec): 3 clusters Score: Raw -12882113.982939 + Penalty 2243.660483 = -12879870.322456 nChanged 11 SP:Iteration 156Q (4237.444283 sec): 3 clusters Score: Raw -12882116.433874 + Penalty 2243.660483 = -12879872.773391 nChanged 12 SP:Iteration 157Q (4237.620679 sec): 3 clusters Score: Raw -12882119.674375 + Penalty 2243.660483 = -12879876.013892 nChanged 12 SP:Iteration 158Q (4237.779328 sec): 3 clusters Score: Raw -12882122.979874 + Penalty 2243.660483 = -12879879.319391 nChanged 12 SP:Iteration 159Q (4237.957173 sec): 3 clusters Score: Raw -12882126.206712 + Penalty 2243.660483 = -12879882.546229 nChanged 8 SP:Iteration 160F (4238.169119 sec): 3 clusters Score: Raw -12882127.891283 + Penalty 2243.660483 = -12879884.230800 nChanged 6 SP:Iteration 161Q (4238.351686 sec): 3 clusters Score: Raw -12882129.078943 + Penalty 2243.660483 = -12879885.418460 nChanged 6 SP:Iteration 162Q (4238.532306 sec): 3 clusters Score: Raw -12882129.978064 + Penalty 2243.660483 = -12879886.317581 nChanged 6 SP:Iteration 163Q (4238.709386 sec): 3 clusters Score: Raw -12882131.290926 + Penalty 2243.660483 = -12879887.630443 nChanged 3 SP:Iteration 164Q (4238.894139 sec): 3 clusters Score: Raw -12882131.778011 + Penalty 2243.660483 = -12879888.117528 nChanged 2 SP:Iteration 165Q (4239.077449 sec): 3 clusters Score: Raw -12882132.032702 + Penalty 2243.660483 = -12879888.372219 nChanged 3 SP:Iteration 166Q (4239.257806 sec): 3 clusters Score: Raw -12882132.349274 + Penalty 2243.660483 = -12879888.688791 nChanged 3 SP:Iteration 167Q (4239.430134 sec): 3 clusters Score: Raw -12882133.140440 + Penalty 2243.660483 = -12879889.479957 nChanged 6 SP:Iteration 168Q (4239.612160 sec): 3 clusters Score: Raw -12882134.014500 + Penalty 2243.660483 = -12879890.354017 nChanged 3 SP:Iteration 169Q (4239.792171 sec): 3 clusters Score: Raw -12882134.461983 + Penalty 2243.660483 = -12879890.801500 nChanged 3 SP:Iteration 170Q (4239.973770 sec): 3 clusters Score: Raw -12882134.873333 + Penalty 2243.660483 = -12879891.212850 nChanged 2 SP:Iteration 171Q (4240.146308 sec): 3 clusters Score: Raw -12882135.068722 + Penalty 2243.660483 = -12879891.408239 nChanged 2 SP:Iteration 172Q (4240.326785 sec): 3 clusters Score: Raw -12882135.253262 + Penalty 2243.660483 = -12879891.592779 nChanged 2 SP:Iteration 173Q (4240.506877 sec): 3 clusters Score: Raw -12882135.709417 + Penalty 2243.660483 = -12879892.048934 nChanged 3 SP:Iteration 174Q (4240.683697 sec): 3 clusters Score: Raw -12882136.470027 + Penalty 2243.660483 = -12879892.809544 nChanged 5 SP:Iteration 175Q (4240.887871 sec): 3 clusters Score: Raw -12882137.524322 + Penalty 2243.660483 = -12879893.863839 nChanged 4 SP:Iteration 176Q (4241.060037 sec): 3 clusters Score: Raw -12882138.242849 + Penalty 2243.660483 = -12879894.582366 nChanged 4 SP:Iteration 177Q (4241.236923 sec): 3 clusters Score: Raw -12882139.475734 + Penalty 2243.660483 = -12879895.815251 nChanged 6 SP:Iteration 178Q (4241.409621 sec): 3 clusters Score: Raw -12882141.200544 + Penalty 2243.660483 = -12879897.540061 nChanged 6 SP:Iteration 179Q (4241.587924 sec): 3 clusters Score: Raw -12882142.423732 + Penalty 2243.660483 = -12879898.763250 nChanged 4 SP:Iteration 180F (4241.805329 sec): 3 clusters Score: Raw -12882143.158155 + Penalty 2243.660483 = -12879899.497672 nChanged 8 SP:Iteration 181Q (4241.985312 sec): 3 clusters Score: Raw -12882144.564251 + Penalty 2243.660483 = -12879900.903768 nChanged 4 SP:Iteration 182Q (4242.162079 sec): 3 clusters Score: Raw -12882145.140571 + Penalty 2243.660483 = -12879901.480088 nChanged 1 SP:Iteration 183Q (4242.331875 sec): 3 clusters Score: Raw -12882145.289709 + Penalty 2243.660483 = -12879901.629226 nChanged 2 SP:Iteration 184Q (4242.506203 sec): 3 clusters Score: Raw -12882146.140383 + Penalty 2243.660483 = -12879902.479900 nChanged 6 SP:Iteration 185Q (4242.688493 sec): 3 clusters Score: Raw -12882147.701594 + Penalty 2243.660483 = -12879904.041111 nChanged 7 SP:Iteration 186Q (4242.863576 sec): 3 clusters Score: Raw -12882149.152656 + Penalty 2243.660483 = -12879905.492173 nChanged 5 SP:Iteration 187Q (4243.040256 sec): 3 clusters Score: Raw -12882150.020775 + Penalty 2243.660483 = -12879906.360292 nChanged 5 SP:Iteration 188Q (4243.212784 sec): 3 clusters Score: Raw -12882151.485349 + Penalty 2243.660483 = -12879907.824866 nChanged 6 SP:Iteration 189Q (4243.394915 sec): 3 clusters Score: Raw -12882153.903700 + Penalty 2243.660483 = -12879910.243217 nChanged 2 SP:Iteration 190Q (4243.569918 sec): 3 clusters Score: Raw -12882154.611824 + Penalty 2243.660483 = -12879910.951341 nChanged 2 SP:Iteration 191Q (4243.750665 sec): 3 clusters Score: Raw -12882154.774131 + Penalty 2243.660483 = -12879911.113648 nChanged 1 SP:Iteration 192Q (4243.919382 sec): 3 clusters Score: Raw -12882154.960845 + Penalty 2243.660483 = -12879911.300362 nChanged 0 SP:Iteration 193F (4244.131975 sec): 3 clusters Score: Raw -12882154.960845 + Penalty 2243.660483 = -12879911.300362 nChanged 0 Trying to split cluster 23 (181 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4244.156682 sec): 2 clusters Score: Raw -12700.538150 + Penalty 493.857218 = -12206.680932 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4244.206057 sec): 3 clusters Score: Raw -12842.882870 + Penalty 987.714436 = -11855.168434 nChanged 47 SP:Iteration 1F (4244.245792 sec): 3 clusters Score: Raw -13007.019563 + Penalty 987.714436 = -12019.305127 nChanged 20 SP:Iteration 2F (4244.294900 sec): 3 clusters Score: Raw -13054.876123 + Penalty 987.714436 = -12067.161687 nChanged 1 SP:Iteration 3Q (4244.341608 sec): 3 clusters Score: Raw -13055.667248 + Penalty 987.714436 = -12067.952812 nChanged 0 SP:Iteration 4F (4244.390620 sec): 3 clusters Score: Raw -13055.667248 + Penalty 987.714436 = -12067.952812 nChanged 0 Trying to split cluster 24 (4690 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4244.422365 sec): 2 clusters Score: Raw -405397.309762 + Penalty 803.052847 = -404594.256915 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4244.468057 sec): 3 clusters Score: Raw -402859.736729 + Penalty 1606.105694 = -401253.631035 nChanged 1973 SP:Iteration 1F (4244.521448 sec): 3 clusters Score: Raw -403892.454991 + Penalty 1606.105694 = -402286.349297 nChanged 310 SP:Iteration 2F (4244.565038 sec): 3 clusters Score: Raw -404060.347500 + Penalty 1606.105694 = -402454.241806 nChanged 281 SP:Iteration 3F (4244.618486 sec): 3 clusters Score: Raw -404217.431764 + Penalty 1606.105694 = -402611.326070 nChanged 232 SP:Iteration 4Q (4244.671881 sec): 3 clusters Score: Raw -404359.422501 + Penalty 1606.105694 = -402753.316807 nChanged 256 SP:Iteration 5F (4244.725347 sec): 3 clusters Score: Raw -404540.974553 + Penalty 1606.105694 = -402934.868859 nChanged 266 SP:Iteration 6F (4244.778741 sec): 3 clusters Score: Raw -404722.449823 + Penalty 1606.105694 = -403116.344129 nChanged 274 SP:Iteration 7F (4244.832071 sec): 3 clusters Score: Raw -404927.486980 + Penalty 1606.105694 = -403321.381287 nChanged 244 SP:Iteration 8F (4244.882072 sec): 3 clusters Score: Raw -405120.649582 + Penalty 1606.105694 = -403514.543889 nChanged 221 SP:Iteration 9Q (4244.935613 sec): 3 clusters Score: Raw -405325.990136 + Penalty 1606.105694 = -403719.884443 nChanged 175 SP:Iteration 10Q (4244.990868 sec): 3 clusters Score: Raw -405475.392880 + Penalty 1606.105694 = -403869.287186 nChanged 110 SP:Iteration 11Q (4245.045306 sec): 3 clusters Score: Raw -405541.123230 + Penalty 1606.105694 = -403935.017536 nChanged 77 SP:Iteration 12Q (4245.099688 sec): 3 clusters Score: Raw -405590.704345 + Penalty 1606.105694 = -403984.598651 nChanged 54 SP:Iteration 13Q (4245.161543 sec): 3 clusters Score: Raw -405626.458722 + Penalty 1606.105694 = -404020.353029 nChanged 40 SP:Iteration 14Q (4245.198079 sec): 3 clusters Score: Raw -405643.480770 + Penalty 1606.105694 = -404037.375077 nChanged 27 SP:Iteration 15Q (4245.251304 sec): 3 clusters Score: Raw -405656.044315 + Penalty 1606.105694 = -404049.938621 nChanged 20 SP:Iteration 16Q (4245.317207 sec): 3 clusters Score: Raw -405662.539555 + Penalty 1606.105694 = -404056.433862 nChanged 21 SP:Iteration 17Q (4245.363990 sec): 3 clusters Score: Raw -405668.764268 + Penalty 1606.105694 = -404062.658574 nChanged 13 SP:Iteration 18Q (4245.418969 sec): 3 clusters Score: Raw -405672.360280 + Penalty 1606.105694 = -404066.254586 nChanged 17 SP:Iteration 19Q (4245.474170 sec): 3 clusters Score: Raw -405677.911631 + Penalty 1606.105694 = -404071.805937 nChanged 16 SP:Iteration 20F (4245.525066 sec): 3 clusters Score: Raw -405681.682873 + Penalty 1606.105694 = -404075.577180 nChanged 11 SP:Iteration 21Q (4245.578071 sec): 3 clusters Score: Raw -405684.429640 + Penalty 1606.105694 = -404078.323946 nChanged 9 SP:Iteration 22Q (4245.632303 sec): 3 clusters Score: Raw -405686.638650 + Penalty 1606.105694 = -404080.532956 nChanged 11 SP:Iteration 23Q (4245.683196 sec): 3 clusters Score: Raw -405689.123145 + Penalty 1606.105694 = -404083.017451 nChanged 9 SP:Iteration 24Q (4245.737482 sec): 3 clusters Score: Raw -405692.746234 + Penalty 1606.105694 = -404086.640540 nChanged 14 SP:Iteration 25Q (4245.790388 sec): 3 clusters Score: Raw -405697.209559 + Penalty 1606.105694 = -404091.103865 nChanged 11 SP:Iteration 26Q (4245.843042 sec): 3 clusters Score: Raw -405701.311890 + Penalty 1606.105694 = -404095.206197 nChanged 15 SP:Iteration 27Q (4245.895611 sec): 3 clusters Score: Raw -405707.473045 + Penalty 1606.105694 = -404101.367351 nChanged 16 SP:Iteration 28Q (4245.949555 sec): 3 clusters Score: Raw -405714.238256 + Penalty 1606.105694 = -404108.132563 nChanged 14 SP:Iteration 29Q (4246.003670 sec): 3 clusters Score: Raw -405718.240712 + Penalty 1606.105694 = -404112.135019 nChanged 10 SP:Iteration 30Q (4246.052359 sec): 3 clusters Score: Raw -405721.812478 + Penalty 1606.105694 = -404115.706784 nChanged 12 SP:Iteration 31Q (4246.102010 sec): 3 clusters Score: Raw -405725.476053 + Penalty 1606.105694 = -404119.370360 nChanged 14 SP:Iteration 32Q (4246.148777 sec): 3 clusters Score: Raw -405728.521260 + Penalty 1606.105694 = -404122.415566 nChanged 7 SP:Iteration 33Q (4246.194339 sec): 3 clusters Score: Raw -405729.471160 + Penalty 1606.105694 = -404123.365466 nChanged 5 SP:Iteration 34Q (4246.239245 sec): 3 clusters Score: Raw -405730.064663 + Penalty 1606.105694 = -404123.958969 nChanged 3 SP:Iteration 35Q (4246.288823 sec): 3 clusters Score: Raw -405730.407964 + Penalty 1606.105694 = -404124.302270 nChanged 2 SP:Iteration 36Q (4246.341136 sec): 3 clusters Score: Raw -405730.534754 + Penalty 1606.105694 = -404124.429061 nChanged 0 SP:Iteration 37F (4246.394176 sec): 3 clusters Score: Raw -405730.534754 + Penalty 1606.105694 = -404124.429061 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4246.443110 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4246.498271 sec): 3 clusters Score: Raw -1311923.905415 + Penalty 1810.884973 = -1310113.020441 nChanged 6283 SP:Iteration 1F (4246.555169 sec): 3 clusters Score: Raw -1315325.977606 + Penalty 1810.884973 = -1313515.092632 nChanged 530 SP:Iteration 2Q (4246.615685 sec): 3 clusters Score: Raw -1315475.910397 + Penalty 1810.884973 = -1313665.025424 nChanged 474 SP:Iteration 3Q (4246.672715 sec): 3 clusters Score: Raw -1315602.909412 + Penalty 1810.884973 = -1313792.024438 nChanged 436 SP:Iteration 4Q (4246.737230 sec): 3 clusters Score: Raw -1315731.909906 + Penalty 1810.884973 = -1313921.024932 nChanged 459 SP:Iteration 5Q (4246.802918 sec): 3 clusters Score: Raw -1315866.803504 + Penalty 1810.884973 = -1314055.918531 nChanged 466 SP:Iteration 6Q (4246.869896 sec): 3 clusters Score: Raw -1315997.753091 + Penalty 1810.884973 = -1314186.868118 nChanged 442 SP:Iteration 7Q (4246.946869 sec): 3 clusters Score: Raw -1316131.723951 + Penalty 1810.884973 = -1314320.838977 nChanged 441 SP:Iteration 8Q (4246.999495 sec): 3 clusters Score: Raw -1316269.595899 + Penalty 1810.884973 = -1314458.710925 nChanged 446 SP:Iteration 9Q (4247.075172 sec): 3 clusters Score: Raw -1316422.593170 + Penalty 1810.884973 = -1314611.708197 nChanged 482 SP:Iteration 10Q (4247.126560 sec): 3 clusters Score: Raw -1316600.827783 + Penalty 1810.884973 = -1314789.942809 nChanged 514 SP:Iteration 11Q (4247.184654 sec): 3 clusters Score: Raw -1316834.527311 + Penalty 1810.884973 = -1315023.642337 nChanged 619 SP:Iteration 12Q (4247.256273 sec): 3 clusters Score: Raw -1317166.842826 + Penalty 1810.884973 = -1315355.957852 nChanged 652 SP:Iteration 13Q (4247.312290 sec): 3 clusters Score: Raw -1317543.198371 + Penalty 1810.884973 = -1315732.313398 nChanged 605 SP:Iteration 14Q (4247.378788 sec): 3 clusters Score: Raw -1317934.265066 + Penalty 1810.884973 = -1316123.380092 nChanged 587 SP:Iteration 15Q (4247.438170 sec): 3 clusters Score: Raw -1318353.221359 + Penalty 1810.884973 = -1316542.336385 nChanged 527 SP:Iteration 16Q (4247.501893 sec): 3 clusters Score: Raw -1318715.487962 + Penalty 1810.884973 = -1316904.602989 nChanged 429 SP:Iteration 17Q (4247.561129 sec): 3 clusters Score: Raw -1318965.972215 + Penalty 1810.884973 = -1317155.087242 nChanged 352 SP:Iteration 18Q (4247.630169 sec): 3 clusters Score: Raw -1319134.402875 + Penalty 1810.884973 = -1317323.517901 nChanged 276 SP:Iteration 19Q (4247.683918 sec): 3 clusters Score: Raw -1319272.425790 + Penalty 1810.884973 = -1317461.540817 nChanged 238 SP:Iteration 20F (4247.755263 sec): 3 clusters Score: Raw -1319387.474253 + Penalty 1810.884973 = -1317576.589280 nChanged 208 SP:Iteration 21Q (4247.809950 sec): 3 clusters Score: Raw -1319474.838533 + Penalty 1810.884973 = -1317663.953560 nChanged 166 SP:Iteration 22Q (4247.880224 sec): 3 clusters Score: Raw -1319546.792186 + Penalty 1810.884973 = -1317735.907213 nChanged 160 SP:Iteration 23Q (4247.936519 sec): 3 clusters Score: Raw -1319617.895390 + Penalty 1810.884973 = -1317807.010417 nChanged 167 SP:Iteration 24Q (4248.002551 sec): 3 clusters Score: Raw -1319675.618666 + Penalty 1810.884973 = -1317864.733692 nChanged 124 SP:Iteration 25Q (4248.049653 sec): 3 clusters Score: Raw -1319713.313826 + Penalty 1810.884973 = -1317902.428852 nChanged 112 SP:Iteration 26Q (4248.118302 sec): 3 clusters Score: Raw -1319745.910993 + Penalty 1810.884973 = -1317935.026020 nChanged 116 SP:Iteration 27Q (4248.173412 sec): 3 clusters Score: Raw -1319778.603917 + Penalty 1810.884973 = -1317967.718943 nChanged 93 SP:Iteration 28Q (4248.239108 sec): 3 clusters Score: Raw -1319808.083460 + Penalty 1810.884973 = -1317997.198487 nChanged 97 SP:Iteration 29Q (4248.303100 sec): 3 clusters Score: Raw -1319835.787255 + Penalty 1810.884973 = -1318024.902281 nChanged 95 SP:Iteration 30Q (4248.364841 sec): 3 clusters Score: Raw -1319861.088336 + Penalty 1810.884973 = -1318050.203362 nChanged 71 SP:Iteration 31Q (4248.429217 sec): 3 clusters Score: Raw -1319881.882601 + Penalty 1810.884973 = -1318070.997628 nChanged 75 SP:Iteration 32Q (4248.492385 sec): 3 clusters Score: Raw -1319907.748649 + Penalty 1810.884973 = -1318096.863676 nChanged 82 SP:Iteration 33Q (4248.546246 sec): 3 clusters Score: Raw -1319938.688169 + Penalty 1810.884973 = -1318127.803196 nChanged 77 SP:Iteration 34Q (4248.612325 sec): 3 clusters Score: Raw -1319963.474518 + Penalty 1810.884973 = -1318152.589544 nChanged 65 SP:Iteration 35Q (4248.663875 sec): 3 clusters Score: Raw -1319986.879809 + Penalty 1810.884973 = -1318175.994836 nChanged 57 SP:Iteration 36Q (4248.734516 sec): 3 clusters Score: Raw -1320003.678334 + Penalty 1810.884973 = -1318192.793361 nChanged 50 SP:Iteration 37Q (4248.794743 sec): 3 clusters Score: Raw -1320017.617165 + Penalty 1810.884973 = -1318206.732192 nChanged 48 SP:Iteration 38Q (4248.862205 sec): 3 clusters Score: Raw -1320030.955673 + Penalty 1810.884973 = -1318220.070700 nChanged 53 SP:Iteration 39Q (4248.922197 sec): 3 clusters Score: Raw -1320046.301160 + Penalty 1810.884973 = -1318235.416187 nChanged 53 SP:Iteration 40F (4248.979831 sec): 3 clusters Score: Raw -1320065.662194 + Penalty 1810.884973 = -1318254.777221 nChanged 60 SP:Iteration 41Q (4249.047764 sec): 3 clusters Score: Raw -1320086.206861 + Penalty 1810.884973 = -1318275.321888 nChanged 56 SP:Iteration 42Q (4249.109503 sec): 3 clusters Score: Raw -1320107.027886 + Penalty 1810.884973 = -1318296.142913 nChanged 50 SP:Iteration 43Q (4249.175187 sec): 3 clusters Score: Raw -1320126.286334 + Penalty 1810.884973 = -1318315.401360 nChanged 40 SP:Iteration 44Q (4249.226384 sec): 3 clusters Score: Raw -1320138.782541 + Penalty 1810.884973 = -1318327.897567 nChanged 41 SP:Iteration 45Q (4249.297264 sec): 3 clusters Score: Raw -1320151.185730 + Penalty 1810.884973 = -1318340.300756 nChanged 42 SP:Iteration 46Q (4249.354338 sec): 3 clusters Score: Raw -1320165.478901 + Penalty 1810.884973 = -1318354.593927 nChanged 44 SP:Iteration 47Q (4249.425721 sec): 3 clusters Score: Raw -1320178.263488 + Penalty 1810.884973 = -1318367.378515 nChanged 39 SP:Iteration 48Q (4249.488361 sec): 3 clusters Score: Raw -1320191.717841 + Penalty 1810.884973 = -1318380.832868 nChanged 38 SP:Iteration 49Q (4249.545289 sec): 3 clusters Score: Raw -1320204.731302 + Penalty 1810.884973 = -1318393.846329 nChanged 34 SP:Iteration 50Q (4249.604653 sec): 3 clusters Score: Raw -1320216.700506 + Penalty 1810.884973 = -1318405.815533 nChanged 28 SP:Iteration 51Q (4249.653171 sec): 3 clusters Score: Raw -1320227.058921 + Penalty 1810.884973 = -1318416.173947 nChanged 33 SP:Iteration 52Q (4249.718480 sec): 3 clusters Score: Raw -1320235.851209 + Penalty 1810.884973 = -1318424.966235 nChanged 25 SP:Iteration 53Q (4249.781495 sec): 3 clusters Score: Raw -1320241.423964 + Penalty 1810.884973 = -1318430.538991 nChanged 18 SP:Iteration 54Q (4249.828354 sec): 3 clusters Score: Raw -1320245.326832 + Penalty 1810.884973 = -1318434.441858 nChanged 20 SP:Iteration 55Q (4249.897335 sec): 3 clusters Score: Raw -1320250.497522 + Penalty 1810.884973 = -1318439.612548 nChanged 18 SP:Iteration 56Q (4249.960927 sec): 3 clusters Score: Raw -1320255.711036 + Penalty 1810.884973 = -1318444.826062 nChanged 19 SP:Iteration 57Q (4250.018782 sec): 3 clusters Score: Raw -1320262.513453 + Penalty 1810.884973 = -1318451.628480 nChanged 19 SP:Iteration 58Q (4250.071775 sec): 3 clusters Score: Raw -1320269.852009 + Penalty 1810.884973 = -1318458.967036 nChanged 26 SP:Iteration 59Q (4250.133543 sec): 3 clusters Score: Raw -1320278.461531 + Penalty 1810.884973 = -1318467.576557 nChanged 27 SP:Iteration 60F (4250.189426 sec): 3 clusters Score: Raw -1320289.386751 + Penalty 1810.884973 = -1318478.501778 nChanged 25 SP:Iteration 61Q (4250.250337 sec): 3 clusters Score: Raw -1320300.724269 + Penalty 1810.884973 = -1318489.839296 nChanged 27 SP:Iteration 62Q (4250.306931 sec): 3 clusters Score: Raw -1320311.953803 + Penalty 1810.884973 = -1318501.068830 nChanged 28 SP:Iteration 63Q (4250.359050 sec): 3 clusters Score: Raw -1320323.634746 + Penalty 1810.884973 = -1318512.749772 nChanged 25 SP:Iteration 64Q (4250.418038 sec): 3 clusters Score: Raw -1320333.937512 + Penalty 1810.884973 = -1318523.052538 nChanged 27 SP:Iteration 65Q (4250.482829 sec): 3 clusters Score: Raw -1320345.156776 + Penalty 1810.884973 = -1318534.271803 nChanged 21 SP:Iteration 66Q (4250.540049 sec): 3 clusters Score: Raw -1320354.632116 + Penalty 1810.884973 = -1318543.747143 nChanged 13 SP:Iteration 67Q (4250.603741 sec): 3 clusters Score: Raw -1320359.205265 + Penalty 1810.884973 = -1318548.320292 nChanged 12 SP:Iteration 68Q (4250.674862 sec): 3 clusters Score: Raw -1320362.962487 + Penalty 1810.884973 = -1318552.077513 nChanged 11 SP:Iteration 69Q (4250.729509 sec): 3 clusters Score: Raw -1320367.104045 + Penalty 1810.884973 = -1318556.219071 nChanged 6 SP:Iteration 70Q (4250.792385 sec): 3 clusters Score: Raw -1320369.308785 + Penalty 1810.884973 = -1318558.423811 nChanged 7 SP:Iteration 71Q (4250.855150 sec): 3 clusters Score: Raw -1320373.968152 + Penalty 1810.884973 = -1318563.083178 nChanged 9 SP:Iteration 72Q (4250.883714 sec): 3 clusters Score: Raw -1320377.237641 + Penalty 1810.884973 = -1318566.352667 nChanged 7 SP:Iteration 73Q (4250.910118 sec): 3 clusters Score: Raw -1320379.759723 + Penalty 1810.884973 = -1318568.874750 nChanged 7 SP:Iteration 74Q (4250.951131 sec): 3 clusters Score: Raw -1320382.034046 + Penalty 1810.884973 = -1318571.149073 nChanged 8 SP:Iteration 75Q (4250.975526 sec): 3 clusters Score: Raw -1320384.086355 + Penalty 1810.884973 = -1318573.201382 nChanged 2 SP:Iteration 76Q (4251.012853 sec): 3 clusters Score: Raw -1320384.515941 + Penalty 1810.884973 = -1318573.630968 nChanged 0 SP:Iteration 77F (4251.032088 sec): 3 clusters Score: Raw -1320384.515941 + Penalty 1810.884973 = -1318573.630968 nChanged 0 Trying to split cluster 26 (3331 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4251.048979 sec): 2 clusters Score: Raw -301874.190608 + Penalty 770.547645 = -301103.642964 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4251.062304 sec): 3 clusters Score: Raw -300100.030809 + Penalty 1541.095289 = -298558.935520 nChanged 1394 SP:Iteration 1F (4251.074363 sec): 3 clusters Score: Raw -300926.741552 + Penalty 1541.095289 = -299385.646263 nChanged 281 SP:Iteration 2F (4251.086386 sec): 3 clusters Score: Raw -301130.418140 + Penalty 1541.095289 = -299589.322851 nChanged 250 SP:Iteration 3F (4251.098290 sec): 3 clusters Score: Raw -301316.570724 + Penalty 1541.095289 = -299775.475435 nChanged 208 SP:Iteration 4F (4251.110274 sec): 3 clusters Score: Raw -301479.932782 + Penalty 1541.095289 = -299938.837493 nChanged 203 SP:Iteration 5F (4251.122231 sec): 3 clusters Score: Raw -301634.438027 + Penalty 1541.095289 = -300093.342738 nChanged 161 SP:Iteration 6Q (4251.134099 sec): 3 clusters Score: Raw -301741.081132 + Penalty 1541.095289 = -300199.985842 nChanged 127 SP:Iteration 7Q (4251.145942 sec): 3 clusters Score: Raw -301828.777957 + Penalty 1541.095289 = -300287.682668 nChanged 101 SP:Iteration 8Q (4251.156440 sec): 3 clusters Score: Raw -301902.769126 + Penalty 1541.095289 = -300361.673837 nChanged 86 SP:Iteration 9Q (4251.168635 sec): 3 clusters Score: Raw -301966.012881 + Penalty 1541.095289 = -300424.917592 nChanged 74 SP:Iteration 10Q (4251.180545 sec): 3 clusters Score: Raw -302012.516329 + Penalty 1541.095289 = -300471.421040 nChanged 46 SP:Iteration 11Q (4251.192449 sec): 3 clusters Score: Raw -302038.366914 + Penalty 1541.095289 = -300497.271625 nChanged 29 SP:Iteration 12Q (4251.204309 sec): 3 clusters Score: Raw -302054.757480 + Penalty 1541.095289 = -300513.662191 nChanged 24 SP:Iteration 13Q (4251.216016 sec): 3 clusters Score: Raw -302070.777392 + Penalty 1541.095289 = -300529.682103 nChanged 31 SP:Iteration 14Q (4251.227841 sec): 3 clusters Score: Raw -302088.777024 + Penalty 1541.095289 = -300547.681735 nChanged 30 SP:Iteration 15Q (4251.239509 sec): 3 clusters Score: Raw -302106.076932 + Penalty 1541.095289 = -300564.981643 nChanged 27 SP:Iteration 16Q (4251.251721 sec): 3 clusters Score: Raw -302120.034000 + Penalty 1541.095289 = -300578.938711 nChanged 20 SP:Iteration 17Q (4251.263755 sec): 3 clusters Score: Raw -302129.751318 + Penalty 1541.095289 = -300588.656029 nChanged 16 SP:Iteration 18Q (4251.275483 sec): 3 clusters Score: Raw -302138.638654 + Penalty 1541.095289 = -300597.543364 nChanged 11 SP:Iteration 19Q (4251.287217 sec): 3 clusters Score: Raw -302143.713278 + Penalty 1541.095289 = -300602.617989 nChanged 8 SP:Iteration 20F (4251.299114 sec): 3 clusters Score: Raw -302150.842505 + Penalty 1541.095289 = -300609.747216 nChanged 12 SP:Iteration 21Q (4251.310779 sec): 3 clusters Score: Raw -302157.640105 + Penalty 1541.095289 = -300616.544815 nChanged 8 SP:Iteration 22Q (4251.322474 sec): 3 clusters Score: Raw -302161.769041 + Penalty 1541.095289 = -300620.673752 nChanged 5 SP:Iteration 23Q (4251.334113 sec): 3 clusters Score: Raw -302166.790538 + Penalty 1541.095289 = -300625.695249 nChanged 9 SP:Iteration 24Q (4251.345734 sec): 3 clusters Score: Raw -302179.581780 + Penalty 1541.095289 = -300638.486491 nChanged 20 SP:Iteration 25Q (4251.357889 sec): 3 clusters Score: Raw -302197.232027 + Penalty 1541.095289 = -300656.136737 nChanged 17 SP:Iteration 26Q (4251.369410 sec): 3 clusters Score: Raw -302208.247556 + Penalty 1541.095289 = -300667.152267 nChanged 15 SP:Iteration 27Q (4251.380742 sec): 3 clusters Score: Raw -302216.368218 + Penalty 1541.095289 = -300675.272929 nChanged 9 SP:Iteration 28Q (4251.392178 sec): 3 clusters Score: Raw -302223.019015 + Penalty 1541.095289 = -300681.923726 nChanged 4 SP:Iteration 29Q (4251.403577 sec): 3 clusters Score: Raw -302224.111723 + Penalty 1541.095289 = -300683.016434 nChanged 5 SP:Iteration 30Q (4251.414924 sec): 3 clusters Score: Raw -302225.874475 + Penalty 1541.095289 = -300684.779186 nChanged 6 SP:Iteration 31Q (4251.426321 sec): 3 clusters Score: Raw -302229.937455 + Penalty 1541.095289 = -300688.842165 nChanged 5 SP:Iteration 32Q (4251.437725 sec): 3 clusters Score: Raw -302231.127306 + Penalty 1541.095289 = -300690.032017 nChanged 2 SP:Iteration 33Q (4251.449509 sec): 3 clusters Score: Raw -302232.197983 + Penalty 1541.095289 = -300691.102694 nChanged 4 SP:Iteration 34Q (4251.461248 sec): 3 clusters Score: Raw -302234.195203 + Penalty 1541.095289 = -300693.099914 nChanged 5 SP:Iteration 35Q (4251.472637 sec): 3 clusters Score: Raw -302237.493453 + Penalty 1541.095289 = -300696.398164 nChanged 11 SP:Iteration 36Q (4251.484004 sec): 3 clusters Score: Raw -302242.562070 + Penalty 1541.095289 = -300701.466781 nChanged 7 SP:Iteration 37Q (4251.495374 sec): 3 clusters Score: Raw -302247.605318 + Penalty 1541.095289 = -300706.510028 nChanged 6 SP:Iteration 38Q (4251.506625 sec): 3 clusters Score: Raw -302249.198703 + Penalty 1541.095289 = -300708.103413 nChanged 2 SP:Iteration 39Q (4251.517949 sec): 3 clusters Score: Raw -302249.632576 + Penalty 1541.095289 = -300708.537287 nChanged 1 SP:Iteration 40F (4251.529888 sec): 3 clusters Score: Raw -302249.695563 + Penalty 1541.095289 = -300708.600274 nChanged 0 Trying to split cluster 27 (4355 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4251.548016 sec): 2 clusters Score: Raw -404527.866808 + Penalty 796.012589 = -403731.854218 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4251.565200 sec): 3 clusters Score: Raw -402134.800183 + Penalty 1592.025179 = -400542.775004 nChanged 1841 SP:Iteration 1F (4251.580712 sec): 3 clusters Score: Raw -403126.323929 + Penalty 1592.025179 = -401534.298750 nChanged 290 SP:Iteration 2F (4251.596272 sec): 3 clusters Score: Raw -403252.762256 + Penalty 1592.025179 = -401660.737077 nChanged 244 SP:Iteration 3F (4251.611640 sec): 3 clusters Score: Raw -403371.234558 + Penalty 1592.025179 = -401779.209379 nChanged 211 SP:Iteration 4Q (4251.629634 sec): 3 clusters Score: Raw -403478.744576 + Penalty 1592.025179 = -401886.719397 nChanged 201 SP:Iteration 5Q (4251.645394 sec): 3 clusters Score: Raw -403591.631938 + Penalty 1592.025179 = -401999.606759 nChanged 205 SP:Iteration 6Q (4251.660970 sec): 3 clusters Score: Raw -403722.166298 + Penalty 1592.025179 = -402130.141119 nChanged 194 SP:Iteration 7Q (4251.676315 sec): 3 clusters Score: Raw -403859.230004 + Penalty 1592.025179 = -402267.204825 nChanged 200 SP:Iteration 8Q (4251.691839 sec): 3 clusters Score: Raw -404018.452848 + Penalty 1592.025179 = -402426.427669 nChanged 187 SP:Iteration 9Q (4251.707143 sec): 3 clusters Score: Raw -404164.734976 + Penalty 1592.025179 = -402572.709797 nChanged 152 SP:Iteration 10Q (4251.724821 sec): 3 clusters Score: Raw -404286.733771 + Penalty 1592.025179 = -402694.708592 nChanged 124 SP:Iteration 11Q (4251.740434 sec): 3 clusters Score: Raw -404388.551076 + Penalty 1592.025179 = -402796.525897 nChanged 97 SP:Iteration 12Q (4251.755595 sec): 3 clusters Score: Raw -404468.903907 + Penalty 1592.025179 = -402876.878728 nChanged 79 SP:Iteration 13Q (4251.770585 sec): 3 clusters Score: Raw -404547.653574 + Penalty 1592.025179 = -402955.628395 nChanged 49 SP:Iteration 14Q (4251.785438 sec): 3 clusters Score: Raw -404605.165688 + Penalty 1592.025179 = -403013.140509 nChanged 42 SP:Iteration 15Q (4251.800184 sec): 3 clusters Score: Raw -404652.506857 + Penalty 1592.025179 = -403060.481678 nChanged 28 SP:Iteration 16Q (4251.827623 sec): 3 clusters Score: Raw -404676.971246 + Penalty 1592.025179 = -403084.946067 nChanged 26 SP:Iteration 17Q (4251.842625 sec): 3 clusters Score: Raw -404700.494638 + Penalty 1592.025179 = -403108.469459 nChanged 21 SP:Iteration 18Q (4251.857147 sec): 3 clusters Score: Raw -404720.036294 + Penalty 1592.025179 = -403128.011115 nChanged 17 SP:Iteration 19Q (4251.871650 sec): 3 clusters Score: Raw -404743.105225 + Penalty 1592.025179 = -403151.080046 nChanged 12 SP:Iteration 20F (4251.886878 sec): 3 clusters Score: Raw -404761.500357 + Penalty 1592.025179 = -403169.475179 nChanged 11 SP:Iteration 21Q (4251.901293 sec): 3 clusters Score: Raw -404776.407109 + Penalty 1592.025179 = -403184.381930 nChanged 6 SP:Iteration 22Q (4251.915655 sec): 3 clusters Score: Raw -404782.357605 + Penalty 1592.025179 = -403190.332426 nChanged 0 SP:Iteration 23F (4251.931582 sec): 3 clusters Score: Raw -404782.357605 + Penalty 1592.025179 = -403190.332426 nChanged 0 Trying to split cluster 28 (829 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4251.945958 sec): 2 clusters Score: Raw -72261.332350 + Penalty 638.420915 = -71622.911436 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4251.949754 sec): 3 clusters Score: Raw -71937.672908 + Penalty 1276.841829 = -70660.831078 nChanged 274 SP:Iteration 1F (4251.953279 sec): 3 clusters Score: Raw -72129.020273 + Penalty 1276.841829 = -70852.178444 nChanged 74 SP:Iteration 2F (4251.956712 sec): 3 clusters Score: Raw -72188.817462 + Penalty 1276.841829 = -70911.975633 nChanged 42 SP:Iteration 3F (4251.960134 sec): 3 clusters Score: Raw -72231.167348 + Penalty 1276.841829 = -70954.325519 nChanged 44 SP:Iteration 4F (4251.963539 sec): 3 clusters Score: Raw -72274.094455 + Penalty 1276.841829 = -70997.252626 nChanged 24 SP:Iteration 5Q (4251.966978 sec): 3 clusters Score: Raw -72295.334242 + Penalty 1276.841829 = -71018.492413 nChanged 20 SP:Iteration 6Q (4251.970397 sec): 3 clusters Score: Raw -72316.829187 + Penalty 1276.841829 = -71039.987357 nChanged 11 SP:Iteration 7Q (4251.973844 sec): 3 clusters Score: Raw -72324.241236 + Penalty 1276.841829 = -71047.399407 nChanged 11 SP:Iteration 8Q (4251.977248 sec): 3 clusters Score: Raw -72331.118080 + Penalty 1276.841829 = -71054.276250 nChanged 12 SP:Iteration 9Q (4251.980647 sec): 3 clusters Score: Raw -72338.747925 + Penalty 1276.841829 = -71061.906095 nChanged 10 SP:Iteration 10Q (4251.984110 sec): 3 clusters Score: Raw -72348.729850 + Penalty 1276.841829 = -71071.888021 nChanged 11 SP:Iteration 11Q (4251.987537 sec): 3 clusters Score: Raw -72358.849032 + Penalty 1276.841829 = -71082.007203 nChanged 6 SP:Iteration 12Q (4251.990964 sec): 3 clusters Score: Raw -72363.739070 + Penalty 1276.841829 = -71086.897241 nChanged 5 SP:Iteration 13Q (4251.994385 sec): 3 clusters Score: Raw -72366.371605 + Penalty 1276.841829 = -71089.529776 nChanged 3 SP:Iteration 14Q (4251.997805 sec): 3 clusters Score: Raw -72368.111739 + Penalty 1276.841829 = -71091.269909 nChanged 2 SP:Iteration 15Q (4252.001218 sec): 3 clusters Score: Raw -72368.762377 + Penalty 1276.841829 = -71091.920548 nChanged 1 SP:Iteration 16Q (4252.004639 sec): 3 clusters Score: Raw -72371.371016 + Penalty 1276.841829 = -71094.529186 nChanged 3 SP:Iteration 17Q (4252.008068 sec): 3 clusters Score: Raw -72374.153369 + Penalty 1276.841829 = -71097.311540 nChanged 1 SP:Iteration 18Q (4252.011488 sec): 3 clusters Score: Raw -72375.333387 + Penalty 1276.841829 = -71098.491558 nChanged 0 SP:Iteration 19F (4252.014919 sec): 3 clusters Score: Raw -72375.333387 + Penalty 1276.841829 = -71098.491558 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4252.066621 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4252.139296 sec): 3 clusters Score: Raw -1882380.741851 + Penalty 1878.385535 = -1880502.356315 nChanged 9054 SP:Iteration 1F (4252.213891 sec): 3 clusters Score: Raw -1887640.433085 + Penalty 1878.385535 = -1885762.047549 nChanged 1037 SP:Iteration 2F (4252.282168 sec): 3 clusters Score: Raw -1888068.897562 + Penalty 1878.385535 = -1886190.512027 nChanged 1002 SP:Iteration 3F (4252.361460 sec): 3 clusters Score: Raw -1888487.163309 + Penalty 1878.385535 = -1886608.777773 nChanged 996 SP:Iteration 4F (4252.429176 sec): 3 clusters Score: Raw -1888967.734955 + Penalty 1878.385535 = -1887089.349420 nChanged 1080 SP:Iteration 5F (4252.493729 sec): 3 clusters Score: Raw -1889578.692646 + Penalty 1878.385535 = -1887700.307111 nChanged 1204 SP:Iteration 6F (4252.560616 sec): 3 clusters Score: Raw -1890434.224671 + Penalty 1878.385535 = -1888555.839136 nChanged 1305 SP:Iteration 7F (4252.632125 sec): 3 clusters Score: Raw -1891533.004432 + Penalty 1878.385535 = -1889654.618897 nChanged 1232 SP:Iteration 8F (4252.695131 sec): 3 clusters Score: Raw -1892595.041640 + Penalty 1878.385535 = -1890716.656105 nChanged 1024 SP:Iteration 9F (4252.764443 sec): 3 clusters Score: Raw -1893314.442705 + Penalty 1878.385535 = -1891436.057170 nChanged 755 SP:Iteration 10Q (4252.832095 sec): 3 clusters Score: Raw -1893680.478795 + Penalty 1878.385535 = -1891802.093260 nChanged 462 SP:Iteration 11Q (4252.900069 sec): 3 clusters Score: Raw -1893868.695252 + Penalty 1878.385535 = -1891990.309717 nChanged 335 SP:Iteration 12Q (4252.970871 sec): 3 clusters Score: Raw -1893988.034664 + Penalty 1878.385535 = -1892109.649129 nChanged 285 SP:Iteration 13Q (4253.045951 sec): 3 clusters Score: Raw -1894098.233911 + Penalty 1878.385535 = -1892219.848376 nChanged 245 SP:Iteration 14Q (4253.117253 sec): 3 clusters Score: Raw -1894187.106927 + Penalty 1878.385535 = -1892308.721392 nChanged 197 SP:Iteration 15Q (4253.187515 sec): 3 clusters Score: Raw -1894248.937423 + Penalty 1878.385535 = -1892370.551888 nChanged 182 SP:Iteration 16Q (4253.244402 sec): 3 clusters Score: Raw -1894306.637271 + Penalty 1878.385535 = -1892428.251735 nChanged 170 SP:Iteration 17Q (4253.306543 sec): 3 clusters Score: Raw -1894369.084532 + Penalty 1878.385535 = -1892490.698997 nChanged 178 SP:Iteration 18Q (4253.379045 sec): 3 clusters Score: Raw -1894427.071721 + Penalty 1878.385535 = -1892548.686186 nChanged 164 SP:Iteration 19Q (4253.451700 sec): 3 clusters Score: Raw -1894482.330784 + Penalty 1878.385535 = -1892603.945249 nChanged 158 SP:Iteration 20F (4253.523481 sec): 3 clusters Score: Raw -1894534.034994 + Penalty 1878.385535 = -1892655.649458 nChanged 137 SP:Iteration 21Q (4253.588546 sec): 3 clusters Score: Raw -1894577.173343 + Penalty 1878.385535 = -1892698.787808 nChanged 142 SP:Iteration 22Q (4253.660492 sec): 3 clusters Score: Raw -1894617.685964 + Penalty 1878.385535 = -1892739.300429 nChanged 136 SP:Iteration 23Q (4253.733883 sec): 3 clusters Score: Raw -1894653.461768 + Penalty 1878.385535 = -1892775.076233 nChanged 118 SP:Iteration 24Q (4253.796845 sec): 3 clusters Score: Raw -1894681.458726 + Penalty 1878.385535 = -1892803.073190 nChanged 102 SP:Iteration 25Q (4253.871418 sec): 3 clusters Score: Raw -1894705.548349 + Penalty 1878.385535 = -1892827.162813 nChanged 85 SP:Iteration 26Q (4253.938001 sec): 3 clusters Score: Raw -1894723.976461 + Penalty 1878.385535 = -1892845.590926 nChanged 85 SP:Iteration 27Q (4254.008316 sec): 3 clusters Score: Raw -1894744.694533 + Penalty 1878.385535 = -1892866.308998 nChanged 87 SP:Iteration 28Q (4254.083386 sec): 3 clusters Score: Raw -1894764.340720 + Penalty 1878.385535 = -1892885.955184 nChanged 77 SP:Iteration 29Q (4254.155826 sec): 3 clusters Score: Raw -1894780.595002 + Penalty 1878.385535 = -1892902.209467 nChanged 75 SP:Iteration 30Q (4254.223498 sec): 3 clusters Score: Raw -1894794.767468 + Penalty 1878.385535 = -1892916.381933 nChanged 67 SP:Iteration 31Q (4254.288532 sec): 3 clusters Score: Raw -1894805.446161 + Penalty 1878.385535 = -1892927.060626 nChanged 65 SP:Iteration 32Q (4254.357172 sec): 3 clusters Score: Raw -1894817.874810 + Penalty 1878.385535 = -1892939.489274 nChanged 62 SP:Iteration 33Q (4254.423414 sec): 3 clusters Score: Raw -1894829.765557 + Penalty 1878.385535 = -1892951.380022 nChanged 65 SP:Iteration 34Q (4254.495279 sec): 3 clusters Score: Raw -1894841.576709 + Penalty 1878.385535 = -1892963.191174 nChanged 60 SP:Iteration 35Q (4254.566153 sec): 3 clusters Score: Raw -1894853.310481 + Penalty 1878.385535 = -1892974.924945 nChanged 60 SP:Iteration 36Q (4254.629082 sec): 3 clusters Score: Raw -1894863.540399 + Penalty 1878.385535 = -1892985.154864 nChanged 51 SP:Iteration 37Q (4254.685173 sec): 3 clusters Score: Raw -1894871.351681 + Penalty 1878.385535 = -1892992.966146 nChanged 56 SP:Iteration 38Q (4254.756875 sec): 3 clusters Score: Raw -1894881.902503 + Penalty 1878.385535 = -1893003.516968 nChanged 66 SP:Iteration 39Q (4254.828259 sec): 3 clusters Score: Raw -1894895.166959 + Penalty 1878.385535 = -1893016.781423 nChanged 64 SP:Iteration 40F (4254.894367 sec): 3 clusters Score: Raw -1894908.158924 + Penalty 1878.385535 = -1893029.773388 nChanged 54 SP:Iteration 41Q (4254.966198 sec): 3 clusters Score: Raw -1894918.399878 + Penalty 1878.385535 = -1893040.014343 nChanged 55 SP:Iteration 42Q (4255.036883 sec): 3 clusters Score: Raw -1894929.758294 + Penalty 1878.385535 = -1893051.372759 nChanged 52 SP:Iteration 43Q (4255.107749 sec): 3 clusters Score: Raw -1894938.786010 + Penalty 1878.385535 = -1893060.400475 nChanged 41 SP:Iteration 44Q (4255.175881 sec): 3 clusters Score: Raw -1894945.668571 + Penalty 1878.385535 = -1893067.283035 nChanged 34 SP:Iteration 45Q (4255.247118 sec): 3 clusters Score: Raw -1894950.668961 + Penalty 1878.385535 = -1893072.283426 nChanged 37 SP:Iteration 46Q (4255.305826 sec): 3 clusters Score: Raw -1894957.807404 + Penalty 1878.385535 = -1893079.421869 nChanged 39 SP:Iteration 47Q (4255.378079 sec): 3 clusters Score: Raw -1894967.691057 + Penalty 1878.385535 = -1893089.305521 nChanged 44 SP:Iteration 48Q (4255.448466 sec): 3 clusters Score: Raw -1894978.419848 + Penalty 1878.385535 = -1893100.034312 nChanged 43 SP:Iteration 49Q (4255.519200 sec): 3 clusters Score: Raw -1894987.370257 + Penalty 1878.385535 = -1893108.984722 nChanged 30 SP:Iteration 50Q (4255.585782 sec): 3 clusters Score: Raw -1894993.516409 + Penalty 1878.385535 = -1893115.130874 nChanged 31 SP:Iteration 51Q (4255.655154 sec): 3 clusters Score: Raw -1895000.501837 + Penalty 1878.385535 = -1893122.116302 nChanged 41 SP:Iteration 52Q (4255.726171 sec): 3 clusters Score: Raw -1895008.823233 + Penalty 1878.385535 = -1893130.437698 nChanged 43 SP:Iteration 53Q (4255.787770 sec): 3 clusters Score: Raw -1895018.764450 + Penalty 1878.385535 = -1893140.378915 nChanged 32 SP:Iteration 54Q (4255.859984 sec): 3 clusters Score: Raw -1895025.148307 + Penalty 1878.385535 = -1893146.762772 nChanged 24 SP:Iteration 55Q (4255.925374 sec): 3 clusters Score: Raw -1895028.872320 + Penalty 1878.385535 = -1893150.486784 nChanged 17 SP:Iteration 56Q (4255.988586 sec): 3 clusters Score: Raw -1895032.185115 + Penalty 1878.385535 = -1893153.799580 nChanged 20 SP:Iteration 57Q (4256.053146 sec): 3 clusters Score: Raw -1895035.249698 + Penalty 1878.385535 = -1893156.864163 nChanged 19 SP:Iteration 58Q (4256.126642 sec): 3 clusters Score: Raw -1895037.674060 + Penalty 1878.385535 = -1893159.288525 nChanged 16 SP:Iteration 59Q (4256.183493 sec): 3 clusters Score: Raw -1895039.835276 + Penalty 1878.385535 = -1893161.449741 nChanged 16 SP:Iteration 60F (4256.256019 sec): 3 clusters Score: Raw -1895041.870259 + Penalty 1878.385535 = -1893163.484724 nChanged 12 SP:Iteration 61Q (4256.323689 sec): 3 clusters Score: Raw -1895042.892736 + Penalty 1878.385535 = -1893164.507200 nChanged 8 SP:Iteration 62Q (4256.384334 sec): 3 clusters Score: Raw -1895043.663847 + Penalty 1878.385535 = -1893165.278312 nChanged 6 SP:Iteration 63Q (4256.449605 sec): 3 clusters Score: Raw -1895044.013994 + Penalty 1878.385535 = -1893165.628459 nChanged 3 SP:Iteration 64Q (4256.528198 sec): 3 clusters Score: Raw -1895044.270060 + Penalty 1878.385535 = -1893165.884525 nChanged 5 SP:Iteration 65Q (4256.601116 sec): 3 clusters Score: Raw -1895044.813229 + Penalty 1878.385535 = -1893166.427694 nChanged 4 SP:Iteration 66Q (4256.670944 sec): 3 clusters Score: Raw -1895044.958251 + Penalty 1878.385535 = -1893166.572715 nChanged 0 SP:Iteration 67F (4256.739093 sec): 3 clusters Score: Raw -1895044.958251 + Penalty 1878.385535 = -1893166.572715 nChanged 0 Trying to split cluster 30 (12726 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4256.778967 sec): 2 clusters Score: Raw -1200806.066160 + Penalty 897.883230 = -1199908.182929 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4256.838830 sec): 3 clusters Score: Raw -1193029.187671 + Penalty 1795.766461 = -1191233.421210 nChanged 5868 SP:Iteration 1F (4256.894734 sec): 3 clusters Score: Raw -1196326.267207 + Penalty 1795.766461 = -1194530.500746 nChanged 681 SP:Iteration 2F (4256.931396 sec): 3 clusters Score: Raw -1196602.685565 + Penalty 1795.766461 = -1194806.919104 nChanged 665 SP:Iteration 3F (4256.959927 sec): 3 clusters Score: Raw -1196877.999649 + Penalty 1795.766461 = -1195082.233189 nChanged 614 SP:Iteration 4Q (4256.988681 sec): 3 clusters Score: Raw -1197147.837717 + Penalty 1795.766461 = -1195352.071257 nChanged 634 SP:Iteration 5Q (4257.017644 sec): 3 clusters Score: Raw -1197471.395699 + Penalty 1795.766461 = -1195675.629239 nChanged 668 SP:Iteration 6F (4257.046281 sec): 3 clusters Score: Raw -1197923.604061 + Penalty 1795.766461 = -1196127.837600 nChanged 711 SP:Iteration 7F (4257.074934 sec): 3 clusters Score: Raw -1198456.273568 + Penalty 1795.766461 = -1196660.507107 nChanged 746 SP:Iteration 8F (4257.103624 sec): 3 clusters Score: Raw -1198947.134204 + Penalty 1795.766461 = -1197151.367743 nChanged 598 SP:Iteration 9Q (4257.132106 sec): 3 clusters Score: Raw -1199245.811771 + Penalty 1795.766461 = -1197450.045311 nChanged 363 SP:Iteration 10Q (4257.160539 sec): 3 clusters Score: Raw -1199364.502766 + Penalty 1795.766461 = -1197568.736305 nChanged 241 SP:Iteration 11Q (4257.188809 sec): 3 clusters Score: Raw -1199426.459562 + Penalty 1795.766461 = -1197630.693101 nChanged 186 SP:Iteration 12Q (4257.217079 sec): 3 clusters Score: Raw -1199469.593305 + Penalty 1795.766461 = -1197673.826845 nChanged 158 SP:Iteration 13Q (4257.245116 sec): 3 clusters Score: Raw -1199503.819634 + Penalty 1795.766461 = -1197708.053174 nChanged 143 SP:Iteration 14Q (4257.273389 sec): 3 clusters Score: Raw -1199532.722601 + Penalty 1795.766461 = -1197736.956141 nChanged 121 SP:Iteration 15Q (4257.301577 sec): 3 clusters Score: Raw -1199556.680995 + Penalty 1795.766461 = -1197760.914535 nChanged 105 SP:Iteration 16Q (4257.329926 sec): 3 clusters Score: Raw -1199573.294482 + Penalty 1795.766461 = -1197777.528022 nChanged 93 SP:Iteration 17Q (4257.358140 sec): 3 clusters Score: Raw -1199588.957235 + Penalty 1795.766461 = -1197793.190774 nChanged 90 SP:Iteration 18Q (4257.386231 sec): 3 clusters Score: Raw -1199602.974854 + Penalty 1795.766461 = -1197807.208394 nChanged 80 SP:Iteration 19Q (4257.414240 sec): 3 clusters Score: Raw -1199614.523156 + Penalty 1795.766461 = -1197818.756696 nChanged 61 SP:Iteration 20F (4257.443105 sec): 3 clusters Score: Raw -1199622.710186 + Penalty 1795.766461 = -1197826.943726 nChanged 54 SP:Iteration 21Q (4257.471133 sec): 3 clusters Score: Raw -1199629.872761 + Penalty 1795.766461 = -1197834.106300 nChanged 48 SP:Iteration 22Q (4257.499448 sec): 3 clusters Score: Raw -1199635.709902 + Penalty 1795.766461 = -1197839.943442 nChanged 44 SP:Iteration 23Q (4257.566407 sec): 3 clusters Score: Raw -1199640.793874 + Penalty 1795.766461 = -1197845.027413 nChanged 46 SP:Iteration 24Q (4257.630657 sec): 3 clusters Score: Raw -1199645.903272 + Penalty 1795.766461 = -1197850.136811 nChanged 39 SP:Iteration 25Q (4257.679594 sec): 3 clusters Score: Raw -1199650.251136 + Penalty 1795.766461 = -1197854.484676 nChanged 31 SP:Iteration 26Q (4257.739662 sec): 3 clusters Score: Raw -1199652.951380 + Penalty 1795.766461 = -1197857.184920 nChanged 26 SP:Iteration 27Q (4257.804239 sec): 3 clusters Score: Raw -1199655.043986 + Penalty 1795.766461 = -1197859.277525 nChanged 19 SP:Iteration 28Q (4257.868079 sec): 3 clusters Score: Raw -1199656.189795 + Penalty 1795.766461 = -1197860.423335 nChanged 18 SP:Iteration 29Q (4257.933416 sec): 3 clusters Score: Raw -1199657.198388 + Penalty 1795.766461 = -1197861.431927 nChanged 15 SP:Iteration 30Q (4257.985887 sec): 3 clusters Score: Raw -1199658.060549 + Penalty 1795.766461 = -1197862.294088 nChanged 14 SP:Iteration 31Q (4258.056863 sec): 3 clusters Score: Raw -1199658.642065 + Penalty 1795.766461 = -1197862.875605 nChanged 9 SP:Iteration 32Q (4258.105247 sec): 3 clusters Score: Raw -1199659.302949 + Penalty 1795.766461 = -1197863.536488 nChanged 11 SP:Iteration 33Q (4258.172667 sec): 3 clusters Score: Raw -1199660.238368 + Penalty 1795.766461 = -1197864.471907 nChanged 11 SP:Iteration 34Q (4258.233285 sec): 3 clusters Score: Raw -1199661.083229 + Penalty 1795.766461 = -1197865.316768 nChanged 20 SP:Iteration 35Q (4258.282373 sec): 3 clusters Score: Raw -1199662.636133 + Penalty 1795.766461 = -1197866.869673 nChanged 19 SP:Iteration 36Q (4258.340238 sec): 3 clusters Score: Raw -1199663.845915 + Penalty 1795.766461 = -1197868.079455 nChanged 22 SP:Iteration 37Q (4258.414326 sec): 3 clusters Score: Raw -1199665.385783 + Penalty 1795.766461 = -1197869.619322 nChanged 24 SP:Iteration 38Q (4258.465187 sec): 3 clusters Score: Raw -1199667.395667 + Penalty 1795.766461 = -1197871.629206 nChanged 26 SP:Iteration 39Q (4258.531974 sec): 3 clusters Score: Raw -1199669.744376 + Penalty 1795.766461 = -1197873.977916 nChanged 23 SP:Iteration 40F (4258.600224 sec): 3 clusters Score: Raw -1199671.387273 + Penalty 1795.766461 = -1197875.620812 nChanged 22 SP:Iteration 41Q (4258.645649 sec): 3 clusters Score: Raw -1199673.059739 + Penalty 1795.766461 = -1197877.293279 nChanged 18 SP:Iteration 42Q (4258.720135 sec): 3 clusters Score: Raw -1199674.409106 + Penalty 1795.766461 = -1197878.642645 nChanged 21 SP:Iteration 43Q (4258.784267 sec): 3 clusters Score: Raw -1199676.219605 + Penalty 1795.766461 = -1197880.453145 nChanged 25 SP:Iteration 44Q (4258.844535 sec): 3 clusters Score: Raw -1199678.605775 + Penalty 1795.766461 = -1197882.839315 nChanged 24 SP:Iteration 45Q (4258.892694 sec): 3 clusters Score: Raw -1199680.567041 + Penalty 1795.766461 = -1197884.800580 nChanged 23 SP:Iteration 46Q (4258.954494 sec): 3 clusters Score: Raw -1199682.810657 + Penalty 1795.766461 = -1197887.044197 nChanged 20 SP:Iteration 47Q (4259.025915 sec): 3 clusters Score: Raw -1199685.016030 + Penalty 1795.766461 = -1197889.249569 nChanged 24 SP:Iteration 48Q (4259.081287 sec): 3 clusters Score: Raw -1199687.007017 + Penalty 1795.766461 = -1197891.240556 nChanged 20 SP:Iteration 49Q (4259.144343 sec): 3 clusters Score: Raw -1199688.567560 + Penalty 1795.766461 = -1197892.801099 nChanged 17 SP:Iteration 50Q (4259.206847 sec): 3 clusters Score: Raw -1199689.698872 + Penalty 1795.766461 = -1197893.932411 nChanged 17 SP:Iteration 51Q (4259.263609 sec): 3 clusters Score: Raw -1199690.654706 + Penalty 1795.766461 = -1197894.888246 nChanged 12 SP:Iteration 52Q (4259.323433 sec): 3 clusters Score: Raw -1199691.295387 + Penalty 1795.766461 = -1197895.528927 nChanged 10 SP:Iteration 53Q (4259.382251 sec): 3 clusters Score: Raw -1199691.917430 + Penalty 1795.766461 = -1197896.150970 nChanged 7 SP:Iteration 54Q (4259.440372 sec): 3 clusters Score: Raw -1199692.251160 + Penalty 1795.766461 = -1197896.484700 nChanged 8 SP:Iteration 55Q (4259.511565 sec): 3 clusters Score: Raw -1199692.509069 + Penalty 1795.766461 = -1197896.742609 nChanged 7 SP:Iteration 56Q (4259.560926 sec): 3 clusters Score: Raw -1199692.929357 + Penalty 1795.766461 = -1197897.162896 nChanged 6 SP:Iteration 57Q (4259.628283 sec): 3 clusters Score: Raw -1199693.330586 + Penalty 1795.766461 = -1197897.564125 nChanged 10 SP:Iteration 58Q (4259.688417 sec): 3 clusters Score: Raw -1199694.157532 + Penalty 1795.766461 = -1197898.391072 nChanged 13 SP:Iteration 59Q (4259.739890 sec): 3 clusters Score: Raw -1199695.122480 + Penalty 1795.766461 = -1197899.356019 nChanged 12 SP:Iteration 60F (4259.810615 sec): 3 clusters Score: Raw -1199695.948942 + Penalty 1795.766461 = -1197900.182482 nChanged 15 SP:Iteration 61Q (4259.874361 sec): 3 clusters Score: Raw -1199697.203136 + Penalty 1795.766461 = -1197901.436676 nChanged 16 SP:Iteration 62Q (4259.939781 sec): 3 clusters Score: Raw -1199698.349829 + Penalty 1795.766461 = -1197902.583369 nChanged 9 SP:Iteration 63Q (4260.005502 sec): 3 clusters Score: Raw -1199698.941599 + Penalty 1795.766461 = -1197903.175138 nChanged 9 SP:Iteration 64Q (4260.059368 sec): 3 clusters Score: Raw -1199699.830494 + Penalty 1795.766461 = -1197904.064033 nChanged 14 SP:Iteration 65Q (4260.127678 sec): 3 clusters Score: Raw -1199701.075557 + Penalty 1795.766461 = -1197905.309096 nChanged 16 SP:Iteration 66Q (4260.181194 sec): 3 clusters Score: Raw -1199702.697423 + Penalty 1795.766461 = -1197906.930962 nChanged 25 SP:Iteration 67Q (4260.235318 sec): 3 clusters Score: Raw -1199705.328718 + Penalty 1795.766461 = -1197909.562257 nChanged 29 SP:Iteration 68Q (4260.295199 sec): 3 clusters Score: Raw -1199708.234999 + Penalty 1795.766461 = -1197912.468538 nChanged 35 SP:Iteration 69Q (4260.315441 sec): 3 clusters Score: Raw -1199712.901362 + Penalty 1795.766461 = -1197917.134901 nChanged 47 SP:Iteration 70Q (4260.383938 sec): 3 clusters Score: Raw -1199719.144631 + Penalty 1795.766461 = -1197923.378170 nChanged 51 SP:Iteration 71Q (4260.447904 sec): 3 clusters Score: Raw -1199727.430022 + Penalty 1795.766461 = -1197931.663561 nChanged 62 SP:Iteration 72Q (4260.511710 sec): 3 clusters Score: Raw -1199737.476045 + Penalty 1795.766461 = -1197941.709584 nChanged 61 SP:Iteration 73Q (4260.572731 sec): 3 clusters Score: Raw -1199746.497694 + Penalty 1795.766461 = -1197950.731234 nChanged 65 SP:Iteration 74Q (4260.634277 sec): 3 clusters Score: Raw -1199756.017809 + Penalty 1795.766461 = -1197960.251349 nChanged 61 SP:Iteration 75Q (4260.687877 sec): 3 clusters Score: Raw -1199765.562882 + Penalty 1795.766461 = -1197969.796421 nChanged 62 SP:Iteration 76Q (4260.747323 sec): 3 clusters Score: Raw -1199774.619945 + Penalty 1795.766461 = -1197978.853484 nChanged 65 SP:Iteration 77Q (4260.820682 sec): 3 clusters Score: Raw -1199784.171660 + Penalty 1795.766461 = -1197988.405199 nChanged 58 SP:Iteration 78Q (4260.875717 sec): 3 clusters Score: Raw -1199791.493844 + Penalty 1795.766461 = -1197995.727383 nChanged 60 SP:Iteration 79Q (4260.947620 sec): 3 clusters Score: Raw -1199800.888926 + Penalty 1795.766461 = -1198005.122466 nChanged 56 SP:Iteration 80F (4261.013959 sec): 3 clusters Score: Raw -1199809.286215 + Penalty 1795.766461 = -1198013.519754 nChanged 66 SP:Iteration 81Q (4261.068386 sec): 3 clusters Score: Raw -1199818.707143 + Penalty 1795.766461 = -1198022.940683 nChanged 50 SP:Iteration 82Q (4261.142847 sec): 3 clusters Score: Raw -1199825.658082 + Penalty 1795.766461 = -1198029.891621 nChanged 53 SP:Iteration 83Q (4261.197856 sec): 3 clusters Score: Raw -1199832.927384 + Penalty 1795.766461 = -1198037.160924 nChanged 47 SP:Iteration 84Q (4261.262686 sec): 3 clusters Score: Raw -1199838.908042 + Penalty 1795.766461 = -1198043.141582 nChanged 45 SP:Iteration 85Q (4261.335060 sec): 3 clusters Score: Raw -1199845.980247 + Penalty 1795.766461 = -1198050.213786 nChanged 49 SP:Iteration 86Q (4261.390782 sec): 3 clusters Score: Raw -1199855.316550 + Penalty 1795.766461 = -1198059.550090 nChanged 60 SP:Iteration 87Q (4261.416194 sec): 3 clusters Score: Raw -1199865.418959 + Penalty 1795.766461 = -1198069.652498 nChanged 62 SP:Iteration 88Q (4261.469388 sec): 3 clusters Score: Raw -1199874.370842 + Penalty 1795.766461 = -1198078.604382 nChanged 54 SP:Iteration 89Q (4261.496435 sec): 3 clusters Score: Raw -1199881.458113 + Penalty 1795.766461 = -1198085.691652 nChanged 47 SP:Iteration 90Q (4261.523462 sec): 3 clusters Score: Raw -1199887.755802 + Penalty 1795.766461 = -1198091.989342 nChanged 51 SP:Iteration 91Q (4261.598946 sec): 3 clusters Score: Raw -1199896.216965 + Penalty 1795.766461 = -1198100.450505 nChanged 58 SP:Iteration 92Q (4261.660275 sec): 3 clusters Score: Raw -1199905.450028 + Penalty 1795.766461 = -1198109.683568 nChanged 61 SP:Iteration 93Q (4261.724272 sec): 3 clusters Score: Raw -1199914.519349 + Penalty 1795.766461 = -1198118.752889 nChanged 65 SP:Iteration 94Q (4261.780696 sec): 3 clusters Score: Raw -1199925.010903 + Penalty 1795.766461 = -1198129.244442 nChanged 64 SP:Iteration 95Q (4261.843381 sec): 3 clusters Score: Raw -1199935.569117 + Penalty 1795.766461 = -1198139.802657 nChanged 67 SP:Iteration 96Q (4261.911114 sec): 3 clusters Score: Raw -1199946.534934 + Penalty 1795.766461 = -1198150.768474 nChanged 66 SP:Iteration 97Q (4261.975336 sec): 3 clusters Score: Raw -1199957.011794 + Penalty 1795.766461 = -1198161.245333 nChanged 69 SP:Iteration 98Q (4262.019899 sec): 3 clusters Score: Raw -1199968.907061 + Penalty 1795.766461 = -1198173.140600 nChanged 61 SP:Iteration 99Q (4262.082246 sec): 3 clusters Score: Raw -1199980.327253 + Penalty 1795.766461 = -1198184.560793 nChanged 70 SP:Iteration 100F (4262.138948 sec): 3 clusters Score: Raw -1199993.193589 + Penalty 1795.766461 = -1198197.427129 nChanged 65 SP:Iteration 101Q (4262.201418 sec): 3 clusters Score: Raw -1200005.989916 + Penalty 1795.766461 = -1198210.223456 nChanged 64 SP:Iteration 102Q (4262.258960 sec): 3 clusters Score: Raw -1200018.226605 + Penalty 1795.766461 = -1198222.460145 nChanged 59 SP:Iteration 103Q (4262.316802 sec): 3 clusters Score: Raw -1200030.366499 + Penalty 1795.766461 = -1198234.600039 nChanged 70 SP:Iteration 104Q (4262.380563 sec): 3 clusters Score: Raw -1200046.912120 + Penalty 1795.766461 = -1198251.145660 nChanged 84 SP:Iteration 105Q (4262.453287 sec): 3 clusters Score: Raw -1200066.798059 + Penalty 1795.766461 = -1198271.031599 nChanged 92 SP:Iteration 106Q (4262.507390 sec): 3 clusters Score: Raw -1200091.799565 + Penalty 1795.766461 = -1198296.033104 nChanged 102 SP:Iteration 107Q (4262.570699 sec): 3 clusters Score: Raw -1200121.895584 + Penalty 1795.766461 = -1198326.129124 nChanged 102 SP:Iteration 108Q (4262.627233 sec): 3 clusters Score: Raw -1200150.756083 + Penalty 1795.766461 = -1198354.989622 nChanged 102 SP:Iteration 109Q (4262.687421 sec): 3 clusters Score: Raw -1200177.035864 + Penalty 1795.766461 = -1198381.269403 nChanged 102 SP:Iteration 110Q (4262.741959 sec): 3 clusters Score: Raw -1200204.296193 + Penalty 1795.766461 = -1198408.529732 nChanged 107 SP:Iteration 111Q (4262.803843 sec): 3 clusters Score: Raw -1200235.133242 + Penalty 1795.766461 = -1198439.366781 nChanged 109 SP:Iteration 112Q (4262.871207 sec): 3 clusters Score: Raw -1200270.529916 + Penalty 1795.766461 = -1198474.763456 nChanged 123 SP:Iteration 113Q (4262.936656 sec): 3 clusters Score: Raw -1200310.084686 + Penalty 1795.766461 = -1198514.318226 nChanged 124 SP:Iteration 114Q (4263.007791 sec): 3 clusters Score: Raw -1200357.919218 + Penalty 1795.766461 = -1198562.152757 nChanged 113 SP:Iteration 115Q (4263.056866 sec): 3 clusters Score: Raw -1200398.684480 + Penalty 1795.766461 = -1198602.918020 nChanged 117 SP:Iteration 116Q (4263.119170 sec): 3 clusters Score: Raw -1200441.687925 + Penalty 1795.766461 = -1198645.921464 nChanged 118 SP:Iteration 117Q (4263.179142 sec): 3 clusters Score: Raw -1200486.934499 + Penalty 1795.766461 = -1198691.168039 nChanged 103 SP:Iteration 118Q (4263.239462 sec): 3 clusters Score: Raw -1200522.287627 + Penalty 1795.766461 = -1198726.521167 nChanged 94 SP:Iteration 119Q (4263.296424 sec): 3 clusters Score: Raw -1200554.365427 + Penalty 1795.766461 = -1198758.598967 nChanged 93 SP:Iteration 120F (4263.361751 sec): 3 clusters Score: Raw -1200587.842575 + Penalty 1795.766461 = -1198792.076115 nChanged 83 SP:Iteration 121Q (4263.433411 sec): 3 clusters Score: Raw -1200620.563935 + Penalty 1795.766461 = -1198824.797474 nChanged 82 SP:Iteration 122Q (4263.473284 sec): 3 clusters Score: Raw -1200647.666640 + Penalty 1795.766461 = -1198851.900179 nChanged 69 SP:Iteration 123Q (4263.533419 sec): 3 clusters Score: Raw -1200670.073418 + Penalty 1795.766461 = -1198874.306957 nChanged 65 SP:Iteration 124Q (4263.594100 sec): 3 clusters Score: Raw -1200691.682926 + Penalty 1795.766461 = -1198895.916466 nChanged 50 SP:Iteration 125Q (4263.650660 sec): 3 clusters Score: Raw -1200708.259738 + Penalty 1795.766461 = -1198912.493278 nChanged 55 SP:Iteration 126Q (4263.708842 sec): 3 clusters Score: Raw -1200725.143389 + Penalty 1795.766461 = -1198929.376928 nChanged 48 SP:Iteration 127Q (4263.770750 sec): 3 clusters Score: Raw -1200740.594419 + Penalty 1795.766461 = -1198944.827959 nChanged 46 SP:Iteration 128Q (4263.821655 sec): 3 clusters Score: Raw -1200755.198858 + Penalty 1795.766461 = -1198959.432398 nChanged 40 SP:Iteration 129Q (4263.883775 sec): 3 clusters Score: Raw -1200769.388402 + Penalty 1795.766461 = -1198973.621942 nChanged 55 SP:Iteration 130Q (4263.944479 sec): 3 clusters Score: Raw -1200789.509447 + Penalty 1795.766461 = -1198993.742986 nChanged 46 SP:Iteration 131Q (4264.006481 sec): 3 clusters Score: Raw -1200808.207034 + Penalty 1795.766461 = -1199012.440573 nChanged 48 SP:Iteration 132Q (4264.068464 sec): 3 clusters Score: Raw -1200830.951641 + Penalty 1795.766461 = -1199035.185180 nChanged 43 SP:Iteration 133Q (4264.130651 sec): 3 clusters Score: Raw -1200845.837582 + Penalty 1795.766461 = -1199050.071122 nChanged 36 SP:Iteration 134Q (4264.192662 sec): 3 clusters Score: Raw -1200856.535951 + Penalty 1795.766461 = -1199060.769491 nChanged 19 SP:Iteration 135Q (4264.251889 sec): 3 clusters Score: Raw -1200862.543202 + Penalty 1795.766461 = -1199066.776741 nChanged 20 SP:Iteration 136Q (4264.314156 sec): 3 clusters Score: Raw -1200869.158187 + Penalty 1795.766461 = -1199073.391726 nChanged 21 SP:Iteration 137Q (4264.376424 sec): 3 clusters Score: Raw -1200874.915696 + Penalty 1795.766461 = -1199079.149236 nChanged 17 SP:Iteration 138Q (4264.431424 sec): 3 clusters Score: Raw -1200879.880839 + Penalty 1795.766461 = -1199084.114378 nChanged 21 SP:Iteration 139Q (4264.493283 sec): 3 clusters Score: Raw -1200884.790729 + Penalty 1795.766461 = -1199089.024269 nChanged 11 SP:Iteration 140F (4264.554641 sec): 3 clusters Score: Raw -1200887.465656 + Penalty 1795.766461 = -1199091.699195 nChanged 12 SP:Iteration 141Q (4264.611893 sec): 3 clusters Score: Raw -1200890.633835 + Penalty 1795.766461 = -1199094.867374 nChanged 16 SP:Iteration 142Q (4264.674081 sec): 3 clusters Score: Raw -1200895.361978 + Penalty 1795.766461 = -1199099.595517 nChanged 13 SP:Iteration 143Q (4264.736403 sec): 3 clusters Score: Raw -1200899.136627 + Penalty 1795.766461 = -1199103.370166 nChanged 15 SP:Iteration 144Q (4264.798015 sec): 3 clusters Score: Raw -1200904.233792 + Penalty 1795.766461 = -1199108.467332 nChanged 18 SP:Iteration 145Q (4264.859698 sec): 3 clusters Score: Raw -1200913.036337 + Penalty 1795.766461 = -1199117.269876 nChanged 18 SP:Iteration 146Q (4264.923251 sec): 3 clusters Score: Raw -1200922.675768 + Penalty 1795.766461 = -1199126.909307 nChanged 24 SP:Iteration 147Q (4264.985943 sec): 3 clusters Score: Raw -1200936.134580 + Penalty 1795.766461 = -1199140.368119 nChanged 18 SP:Iteration 148Q (4265.038138 sec): 3 clusters Score: Raw -1200944.789834 + Penalty 1795.766461 = -1199149.023373 nChanged 21 SP:Iteration 149Q (4265.091347 sec): 3 clusters Score: Raw -1200955.335501 + Penalty 1795.766461 = -1199159.569040 nChanged 21 SP:Iteration 150Q (4265.153127 sec): 3 clusters Score: Raw -1200963.717329 + Penalty 1795.766461 = -1199167.950869 nChanged 16 SP:Iteration 151Q (4265.212890 sec): 3 clusters Score: Raw -1200967.859934 + Penalty 1795.766461 = -1199172.093474 nChanged 4 SP:Iteration 152Q (4265.262998 sec): 3 clusters Score: Raw -1200969.119401 + Penalty 1795.766461 = -1199173.352941 nChanged 4 SP:Iteration 153Q (4265.324828 sec): 3 clusters Score: Raw -1200970.610016 + Penalty 1795.766461 = -1199174.843556 nChanged 7 SP:Iteration 154Q (4265.383171 sec): 3 clusters Score: Raw -1200973.390975 + Penalty 1795.766461 = -1199177.624515 nChanged 6 SP:Iteration 155Q (4265.452063 sec): 3 clusters Score: Raw -1200975.321011 + Penalty 1795.766461 = -1199179.554551 nChanged 5 SP:Iteration 156Q (4265.504536 sec): 3 clusters Score: Raw -1200978.658168 + Penalty 1795.766461 = -1199182.891707 nChanged 4 SP:Iteration 157Q (4265.571939 sec): 3 clusters Score: Raw -1200979.829771 + Penalty 1795.766461 = -1199184.063311 nChanged 2 SP:Iteration 158Q (4265.630908 sec): 3 clusters Score: Raw -1200980.396249 + Penalty 1795.766461 = -1199184.629789 nChanged 2 SP:Iteration 159Q (4265.688332 sec): 3 clusters Score: Raw -1200981.160874 + Penalty 1795.766461 = -1199185.394413 nChanged 2 SP:Iteration 160F (4265.744156 sec): 3 clusters Score: Raw -1200981.665464 + Penalty 1795.766461 = -1199185.899004 nChanged 2 SP:Iteration 161Q (4265.794675 sec): 3 clusters Score: Raw -1200982.171185 + Penalty 1795.766461 = -1199186.404724 nChanged 2 SP:Iteration 162Q (4265.863517 sec): 3 clusters Score: Raw -1200982.628090 + Penalty 1795.766461 = -1199186.861630 nChanged 0 SP:Iteration 163F (4265.918827 sec): 3 clusters Score: Raw -1200982.628090 + Penalty 1795.766461 = -1199186.861630 nChanged 0 Trying to split cluster 31 (9219 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4265.964969 sec): 2 clusters Score: Raw -850929.774718 + Penalty 867.257076 = -850062.517642 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4266.023954 sec): 3 clusters Score: Raw -845478.000883 + Penalty 1734.514152 = -843743.486731 nChanged 4039 SP:Iteration 1F (4266.075989 sec): 3 clusters Score: Raw -847772.392884 + Penalty 1734.514152 = -846037.878732 nChanged 598 SP:Iteration 2F (4266.141063 sec): 3 clusters Score: Raw -848049.452706 + Penalty 1734.514152 = -846314.938554 nChanged 544 SP:Iteration 3F (4266.188791 sec): 3 clusters Score: Raw -848320.652408 + Penalty 1734.514152 = -846586.138256 nChanged 507 SP:Iteration 4F (4266.256038 sec): 3 clusters Score: Raw -848616.051887 + Penalty 1734.514152 = -846881.537735 nChanged 574 SP:Iteration 5F (4266.314332 sec): 3 clusters Score: Raw -849032.112944 + Penalty 1734.514152 = -847297.598793 nChanged 611 SP:Iteration 6F (4266.361006 sec): 3 clusters Score: Raw -849556.266942 + Penalty 1734.514152 = -847821.752790 nChanged 561 SP:Iteration 7F (4266.419225 sec): 3 clusters Score: Raw -850049.900233 + Penalty 1734.514152 = -848315.386081 nChanged 414 SP:Iteration 8Q (4266.477617 sec): 3 clusters Score: Raw -850405.064258 + Penalty 1734.514152 = -848670.550107 nChanged 280 SP:Iteration 9Q (4266.541739 sec): 3 clusters Score: Raw -850628.514912 + Penalty 1734.514152 = -848894.000760 nChanged 171 SP:Iteration 10Q (4266.600642 sec): 3 clusters Score: Raw -850766.260642 + Penalty 1734.514152 = -849031.746491 nChanged 109 SP:Iteration 11Q (4266.650061 sec): 3 clusters Score: Raw -850843.022715 + Penalty 1734.514152 = -849108.508563 nChanged 77 SP:Iteration 12Q (4266.718143 sec): 3 clusters Score: Raw -850895.677493 + Penalty 1734.514152 = -849161.163342 nChanged 63 SP:Iteration 13Q (4266.777124 sec): 3 clusters Score: Raw -850936.392869 + Penalty 1734.514152 = -849201.878717 nChanged 39 SP:Iteration 14Q (4266.816904 sec): 3 clusters Score: Raw -850963.821660 + Penalty 1734.514152 = -849229.307509 nChanged 25 SP:Iteration 15Q (4266.885602 sec): 3 clusters Score: Raw -850981.064114 + Penalty 1734.514152 = -849246.549962 nChanged 26 SP:Iteration 16Q (4266.943057 sec): 3 clusters Score: Raw -850998.738047 + Penalty 1734.514152 = -849264.223895 nChanged 14 SP:Iteration 17Q (4267.001148 sec): 3 clusters Score: Raw -851005.203247 + Penalty 1734.514152 = -849270.689095 nChanged 17 SP:Iteration 18Q (4267.056905 sec): 3 clusters Score: Raw -851014.146225 + Penalty 1734.514152 = -849279.632073 nChanged 11 SP:Iteration 19Q (4267.107624 sec): 3 clusters Score: Raw -851019.444642 + Penalty 1734.514152 = -849284.930491 nChanged 8 SP:Iteration 20F (4267.168153 sec): 3 clusters Score: Raw -851025.038519 + Penalty 1734.514152 = -849290.524367 nChanged 9 SP:Iteration 21Q (4267.236790 sec): 3 clusters Score: Raw -851034.065917 + Penalty 1734.514152 = -849299.551765 nChanged 9 SP:Iteration 22Q (4267.283775 sec): 3 clusters Score: Raw -851043.787459 + Penalty 1734.514152 = -849309.273308 nChanged 14 SP:Iteration 23Q (4267.330345 sec): 3 clusters Score: Raw -851055.247958 + Penalty 1734.514152 = -849320.733806 nChanged 11 SP:Iteration 24Q (4267.398023 sec): 3 clusters Score: Raw -851066.554459 + Penalty 1734.514152 = -849332.040307 nChanged 8 SP:Iteration 25Q (4267.450639 sec): 3 clusters Score: Raw -851071.482418 + Penalty 1734.514152 = -849336.968266 nChanged 8 SP:Iteration 26Q (4267.493209 sec): 3 clusters Score: Raw -851077.236835 + Penalty 1734.514152 = -849342.722683 nChanged 8 SP:Iteration 27Q (4267.557237 sec): 3 clusters Score: Raw -851087.250984 + Penalty 1734.514152 = -849352.736832 nChanged 9 SP:Iteration 28Q (4267.611717 sec): 3 clusters Score: Raw -851094.950622 + Penalty 1734.514152 = -849360.436470 nChanged 8 SP:Iteration 29Q (4267.658209 sec): 3 clusters Score: Raw -851100.290363 + Penalty 1734.514152 = -849365.776211 nChanged 6 SP:Iteration 30Q (4267.724369 sec): 3 clusters Score: Raw -851104.225276 + Penalty 1734.514152 = -849369.711125 nChanged 8 SP:Iteration 31Q (4267.777460 sec): 3 clusters Score: Raw -851108.839477 + Penalty 1734.514152 = -849374.325325 nChanged 4 SP:Iteration 32Q (4267.830833 sec): 3 clusters Score: Raw -851111.047591 + Penalty 1734.514152 = -849376.533440 nChanged 3 SP:Iteration 33Q (4267.875351 sec): 3 clusters Score: Raw -851112.155435 + Penalty 1734.514152 = -849377.641283 nChanged 1 SP:Iteration 34Q (4267.931129 sec): 3 clusters Score: Raw -851112.305400 + Penalty 1734.514152 = -849377.791248 nChanged 1 SP:Iteration 35Q (4267.995028 sec): 3 clusters Score: Raw -851112.460429 + Penalty 1734.514152 = -849377.946277 nChanged 3 SP:Iteration 36Q (4268.047994 sec): 3 clusters Score: Raw -851113.723106 + Penalty 1734.514152 = -849379.208954 nChanged 1 SP:Iteration 37Q (4268.092461 sec): 3 clusters Score: Raw -851113.855315 + Penalty 1734.514152 = -849379.341164 nChanged 0 SP:Iteration 38F (4268.153988 sec): 3 clusters Score: Raw -851113.855315 + Penalty 1734.514152 = -849379.341164 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4268.184139 sec): 2 clusters Score: Raw -246243.734107 + Penalty 745.053790 = -245498.680317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4268.236066 sec): 3 clusters Score: Raw -244951.871235 + Penalty 1490.107580 = -243461.763654 nChanged 1013 SP:Iteration 1F (4268.286564 sec): 3 clusters Score: Raw -245524.650488 + Penalty 1490.107580 = -244034.542908 nChanged 170 SP:Iteration 2F (4268.338207 sec): 3 clusters Score: Raw -245617.909402 + Penalty 1490.107580 = -244127.801822 nChanged 134 SP:Iteration 3F (4268.378784 sec): 3 clusters Score: Raw -245698.784334 + Penalty 1490.107580 = -244208.676754 nChanged 120 SP:Iteration 4Q (4268.430782 sec): 3 clusters Score: Raw -245760.064753 + Penalty 1490.107580 = -244269.957173 nChanged 99 SP:Iteration 5Q (4268.485351 sec): 3 clusters Score: Raw -245814.297320 + Penalty 1490.107580 = -244324.189740 nChanged 84 SP:Iteration 6Q (4268.525898 sec): 3 clusters Score: Raw -245867.060096 + Penalty 1490.107580 = -244376.952516 nChanged 74 SP:Iteration 7Q (4268.569346 sec): 3 clusters Score: Raw -245910.837224 + Penalty 1490.107580 = -244420.729644 nChanged 62 SP:Iteration 8Q (4268.607342 sec): 3 clusters Score: Raw -245947.675656 + Penalty 1490.107580 = -244457.568075 nChanged 68 SP:Iteration 9Q (4268.617587 sec): 3 clusters Score: Raw -245984.466952 + Penalty 1490.107580 = -244494.359372 nChanged 67 SP:Iteration 10Q (4268.627353 sec): 3 clusters Score: Raw -246019.634878 + Penalty 1490.107580 = -244529.527298 nChanged 61 SP:Iteration 11Q (4268.637102 sec): 3 clusters Score: Raw -246049.136234 + Penalty 1490.107580 = -244559.028654 nChanged 41 SP:Iteration 12Q (4268.646751 sec): 3 clusters Score: Raw -246063.775095 + Penalty 1490.107580 = -244573.667514 nChanged 37 SP:Iteration 13Q (4268.656475 sec): 3 clusters Score: Raw -246082.076764 + Penalty 1490.107580 = -244591.969184 nChanged 34 SP:Iteration 14Q (4268.666080 sec): 3 clusters Score: Raw -246098.237350 + Penalty 1490.107580 = -244608.129769 nChanged 35 SP:Iteration 15Q (4268.683376 sec): 3 clusters Score: Raw -246112.093354 + Penalty 1490.107580 = -244621.985774 nChanged 29 SP:Iteration 16Q (4268.693418 sec): 3 clusters Score: Raw -246124.252282 + Penalty 1490.107580 = -244634.144702 nChanged 25 SP:Iteration 17Q (4268.703043 sec): 3 clusters Score: Raw -246136.217049 + Penalty 1490.107580 = -244646.109469 nChanged 26 SP:Iteration 18Q (4268.712706 sec): 3 clusters Score: Raw -246146.065642 + Penalty 1490.107580 = -244655.958062 nChanged 26 SP:Iteration 19Q (4268.722334 sec): 3 clusters Score: Raw -246156.895462 + Penalty 1490.107580 = -244666.787881 nChanged 25 SP:Iteration 20F (4268.732079 sec): 3 clusters Score: Raw -246165.707206 + Penalty 1490.107580 = -244675.599626 nChanged 19 SP:Iteration 21Q (4268.741660 sec): 3 clusters Score: Raw -246172.168014 + Penalty 1490.107580 = -244682.060434 nChanged 23 SP:Iteration 22Q (4268.751281 sec): 3 clusters Score: Raw -246181.675958 + Penalty 1490.107580 = -244691.568377 nChanged 24 SP:Iteration 23Q (4268.760788 sec): 3 clusters Score: Raw -246192.449023 + Penalty 1490.107580 = -244702.341443 nChanged 30 SP:Iteration 24Q (4268.770233 sec): 3 clusters Score: Raw -246202.794413 + Penalty 1490.107580 = -244712.686832 nChanged 21 SP:Iteration 25Q (4268.780005 sec): 3 clusters Score: Raw -246210.070375 + Penalty 1490.107580 = -244719.962795 nChanged 18 SP:Iteration 26Q (4268.789921 sec): 3 clusters Score: Raw -246217.522255 + Penalty 1490.107580 = -244727.414675 nChanged 15 SP:Iteration 27Q (4268.799506 sec): 3 clusters Score: Raw -246223.886574 + Penalty 1490.107580 = -244733.778994 nChanged 19 SP:Iteration 28Q (4268.809061 sec): 3 clusters Score: Raw -246233.160682 + Penalty 1490.107580 = -244743.053102 nChanged 16 SP:Iteration 29Q (4268.818637 sec): 3 clusters Score: Raw -246240.955541 + Penalty 1490.107580 = -244750.847961 nChanged 14 SP:Iteration 30Q (4268.828187 sec): 3 clusters Score: Raw -246247.311338 + Penalty 1490.107580 = -244757.203758 nChanged 15 SP:Iteration 31Q (4268.837587 sec): 3 clusters Score: Raw -246254.850250 + Penalty 1490.107580 = -244764.742670 nChanged 14 SP:Iteration 32Q (4268.859122 sec): 3 clusters Score: Raw -246260.870713 + Penalty 1490.107580 = -244770.763133 nChanged 15 SP:Iteration 33Q (4268.874374 sec): 3 clusters Score: Raw -246265.948134 + Penalty 1490.107580 = -244775.840553 nChanged 12 SP:Iteration 34Q (4268.883818 sec): 3 clusters Score: Raw -246269.802521 + Penalty 1490.107580 = -244779.694941 nChanged 12 SP:Iteration 35Q (4268.893397 sec): 3 clusters Score: Raw -246273.493687 + Penalty 1490.107580 = -244783.386106 nChanged 8 SP:Iteration 36Q (4268.902923 sec): 3 clusters Score: Raw -246277.171957 + Penalty 1490.107580 = -244787.064377 nChanged 7 SP:Iteration 37Q (4268.912284 sec): 3 clusters Score: Raw -246278.944712 + Penalty 1490.107580 = -244788.837132 nChanged 2 SP:Iteration 38Q (4268.921783 sec): 3 clusters Score: Raw -246279.475192 + Penalty 1490.107580 = -244789.367612 nChanged 1 SP:Iteration 39Q (4268.931278 sec): 3 clusters Score: Raw -246279.627380 + Penalty 1490.107580 = -244789.519800 nChanged 0 SP:Iteration 40F (4268.940848 sec): 3 clusters Score: Raw -246279.627380 + Penalty 1490.107580 = -244789.519800 nChanged 0 Trying to split cluster 33 (3370 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4268.958224 sec): 2 clusters Score: Raw -291392.548603 + Penalty 771.653462 = -290620.895141 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4268.971438 sec): 3 clusters Score: Raw -289585.730537 + Penalty 1543.306924 = -288042.423612 nChanged 1418 SP:Iteration 1F (4268.983619 sec): 3 clusters Score: Raw -290388.300661 + Penalty 1543.306924 = -288844.993737 nChanged 254 SP:Iteration 2F (4268.995775 sec): 3 clusters Score: Raw -290566.498167 + Penalty 1543.306924 = -289023.191242 nChanged 232 SP:Iteration 3F (4269.007974 sec): 3 clusters Score: Raw -290753.168932 + Penalty 1543.306924 = -289209.862008 nChanged 229 SP:Iteration 4F (4269.020111 sec): 3 clusters Score: Raw -290950.265406 + Penalty 1543.306924 = -289406.958481 nChanged 193 SP:Iteration 5F (4269.032140 sec): 3 clusters Score: Raw -291089.018660 + Penalty 1543.306924 = -289545.711736 nChanged 153 SP:Iteration 6Q (4269.043716 sec): 3 clusters Score: Raw -291205.836335 + Penalty 1543.306924 = -289662.529410 nChanged 142 SP:Iteration 7Q (4269.055726 sec): 3 clusters Score: Raw -291299.841908 + Penalty 1543.306924 = -289756.534984 nChanged 110 SP:Iteration 8Q (4269.072242 sec): 3 clusters Score: Raw -291371.831932 + Penalty 1543.306924 = -289828.525008 nChanged 99 SP:Iteration 9Q (4269.084308 sec): 3 clusters Score: Raw -291437.908563 + Penalty 1543.306924 = -289894.601639 nChanged 87 SP:Iteration 10Q (4269.096285 sec): 3 clusters Score: Raw -291488.052479 + Penalty 1543.306924 = -289944.745554 nChanged 72 SP:Iteration 11Q (4269.105857 sec): 3 clusters Score: Raw -291525.875867 + Penalty 1543.306924 = -289982.568943 nChanged 63 SP:Iteration 12Q (4269.117871 sec): 3 clusters Score: Raw -291555.826755 + Penalty 1543.306924 = -290012.519831 nChanged 56 SP:Iteration 13Q (4269.156041 sec): 3 clusters Score: Raw -291579.521225 + Penalty 1543.306924 = -290036.214301 nChanged 33 SP:Iteration 14Q (4269.205266 sec): 3 clusters Score: Raw -291591.116645 + Penalty 1543.306924 = -290047.809720 nChanged 30 SP:Iteration 15Q (4269.265221 sec): 3 clusters Score: Raw -291599.748697 + Penalty 1543.306924 = -290056.441773 nChanged 21 SP:Iteration 16Q (4269.316607 sec): 3 clusters Score: Raw -291605.858663 + Penalty 1543.306924 = -290062.551739 nChanged 14 SP:Iteration 17Q (4269.362880 sec): 3 clusters Score: Raw -291610.548328 + Penalty 1543.306924 = -290067.241404 nChanged 13 SP:Iteration 18Q (4269.404005 sec): 3 clusters Score: Raw -291614.215869 + Penalty 1543.306924 = -290070.908945 nChanged 11 SP:Iteration 19Q (4269.463583 sec): 3 clusters Score: Raw -291617.587050 + Penalty 1543.306924 = -290074.280126 nChanged 11 SP:Iteration 20F (4269.509985 sec): 3 clusters Score: Raw -291620.105520 + Penalty 1543.306924 = -290076.798596 nChanged 9 SP:Iteration 21Q (4269.561061 sec): 3 clusters Score: Raw -291621.993050 + Penalty 1543.306924 = -290078.686126 nChanged 7 SP:Iteration 22Q (4269.607662 sec): 3 clusters Score: Raw -291623.024576 + Penalty 1543.306924 = -290079.717652 nChanged 4 SP:Iteration 23Q (4269.646959 sec): 3 clusters Score: Raw -291624.009560 + Penalty 1543.306924 = -290080.702636 nChanged 5 SP:Iteration 24Q (4269.691571 sec): 3 clusters Score: Raw -291624.611697 + Penalty 1543.306924 = -290081.304773 nChanged 1 SP:Iteration 25Q (4269.751530 sec): 3 clusters Score: Raw -291624.788898 + Penalty 1543.306924 = -290081.481973 nChanged 0 SP:Iteration 26F (4269.791436 sec): 3 clusters Score: Raw -291624.788898 + Penalty 1543.306924 = -290081.481973 nChanged 0 Trying to split cluster 34 (288787 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4270.105612 sec): 2 clusters Score: Raw -27557811.997244 + Penalty 1194.477244 = -27556617.520000 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4270.522507 sec): 3 clusters Score: Raw -27363782.638416 + Penalty 2388.954488 = -27361393.683929 nChanged 141604 SP:Iteration 1F (4270.916339 sec): 3 clusters Score: Raw -27455377.373949 + Penalty 2388.954488 = -27452988.419461 nChanged 15825 SP:Iteration 2F (4271.299046 sec): 3 clusters Score: Raw -27462548.161798 + Penalty 2388.954488 = -27460159.207310 nChanged 18013 SP:Iteration 3F (4271.684283 sec): 3 clusters Score: Raw -27472470.770563 + Penalty 2388.954488 = -27470081.816076 nChanged 19329 SP:Iteration 4F (4272.064617 sec): 3 clusters Score: Raw -27485147.155189 + Penalty 2388.954488 = -27482758.200702 nChanged 19234 SP:Iteration 5F (4272.471865 sec): 3 clusters Score: Raw -27499687.387519 + Penalty 2388.954488 = -27497298.433032 nChanged 17382 SP:Iteration 6F (4272.880535 sec): 3 clusters Score: Raw -27514566.079486 + Penalty 2388.954488 = -27512177.124998 nChanged 14105 SP:Iteration 7Q (4273.305953 sec): 3 clusters Score: Raw -27527378.407623 + Penalty 2388.954488 = -27524989.453135 nChanged 10114 SP:Iteration 8Q (4273.704078 sec): 3 clusters Score: Raw -27536129.682332 + Penalty 2388.954488 = -27533740.727844 nChanged 6991 SP:Iteration 9Q (4274.085663 sec): 3 clusters Score: Raw -27541123.924817 + Penalty 2388.954488 = -27538734.970329 nChanged 5301 SP:Iteration 10Q (4274.461268 sec): 3 clusters Score: Raw -27544431.662188 + Penalty 2388.954488 = -27542042.707701 nChanged 4248 SP:Iteration 11Q (4274.838213 sec): 3 clusters Score: Raw -27546870.848072 + Penalty 2388.954488 = -27544481.893584 nChanged 3764 SP:Iteration 12Q (4275.196336 sec): 3 clusters Score: Raw -27548948.734435 + Penalty 2388.954488 = -27546559.779947 nChanged 3263 SP:Iteration 13Q (4275.553807 sec): 3 clusters Score: Raw -27550709.024147 + Penalty 2388.954488 = -27548320.069659 nChanged 2826 SP:Iteration 14Q (4275.901607 sec): 3 clusters Score: Raw -27552206.435466 + Penalty 2388.954488 = -27549817.480978 nChanged 2398 SP:Iteration 15Q (4276.241851 sec): 3 clusters Score: Raw -27553469.119506 + Penalty 2388.954488 = -27551080.165018 nChanged 2039 SP:Iteration 16Q (4276.571273 sec): 3 clusters Score: Raw -27554557.979900 + Penalty 2388.954488 = -27552169.025413 nChanged 1690 SP:Iteration 17Q (4276.900049 sec): 3 clusters Score: Raw -27555449.538986 + Penalty 2388.954488 = -27553060.584499 nChanged 1344 SP:Iteration 18Q (4277.227056 sec): 3 clusters Score: Raw -27556136.264383 + Penalty 2388.954488 = -27553747.309895 nChanged 1111 SP:Iteration 19Q (4277.572992 sec): 3 clusters Score: Raw -27556696.790671 + Penalty 2388.954488 = -27554307.836184 nChanged 837 SP:Iteration 20F (4277.965665 sec): 3 clusters Score: Raw -27557106.508296 + Penalty 2388.954488 = -27554717.553808 nChanged 607 SP:Iteration 21Q (4278.301868 sec): 3 clusters Score: Raw -27557407.726350 + Penalty 2388.954488 = -27555018.771863 nChanged 474 SP:Iteration 22Q (4278.629047 sec): 3 clusters Score: Raw -27557645.969749 + Penalty 2388.954488 = -27555257.015262 nChanged 348 SP:Iteration 23Q (4278.969899 sec): 3 clusters Score: Raw -27557804.805144 + Penalty 2388.954488 = -27555415.850657 nChanged 263 SP:Iteration 24Q (4279.318241 sec): 3 clusters Score: Raw -27557928.877512 + Penalty 2388.954488 = -27555539.923025 nChanged 209 SP:Iteration 25Q (4279.659632 sec): 3 clusters Score: Raw -27558022.283843 + Penalty 2388.954488 = -27555633.329355 nChanged 151 SP:Iteration 26Q (4279.990700 sec): 3 clusters Score: Raw -27558088.231076 + Penalty 2388.954488 = -27555699.276588 nChanged 152 SP:Iteration 27Q (4280.334091 sec): 3 clusters Score: Raw -27558148.337166 + Penalty 2388.954488 = -27555759.382679 nChanged 110 SP:Iteration 28Q (4280.674863 sec): 3 clusters Score: Raw -27558185.413925 + Penalty 2388.954488 = -27555796.459438 nChanged 75 SP:Iteration 29Q (4281.019143 sec): 3 clusters Score: Raw -27558207.907995 + Penalty 2388.954488 = -27555818.953507 nChanged 51 SP:Iteration 30Q (4281.340933 sec): 3 clusters Score: Raw -27558219.736472 + Penalty 2388.954488 = -27555830.781985 nChanged 43 SP:Iteration 31Q (4281.663775 sec): 3 clusters Score: Raw -27558230.602129 + Penalty 2388.954488 = -27555841.647642 nChanged 43 SP:Iteration 32Q (4281.981458 sec): 3 clusters Score: Raw -27558242.671664 + Penalty 2388.954488 = -27555853.717176 nChanged 34 SP:Iteration 33Q (4282.290547 sec): 3 clusters Score: Raw -27558250.170999 + Penalty 2388.954488 = -27555861.216512 nChanged 33 SP:Iteration 34Q (4282.627635 sec): 3 clusters Score: Raw -27558257.723903 + Penalty 2388.954488 = -27555868.769415 nChanged 31 SP:Iteration 35Q (4282.959162 sec): 3 clusters Score: Raw -27558264.423050 + Penalty 2388.954488 = -27555875.468562 nChanged 23 SP:Iteration 36Q (4283.297751 sec): 3 clusters Score: Raw -27558270.078789 + Penalty 2388.954488 = -27555881.124301 nChanged 25 SP:Iteration 37Q (4283.632344 sec): 3 clusters Score: Raw -27558276.753124 + Penalty 2388.954488 = -27555887.798636 nChanged 21 SP:Iteration 38Q (4283.973778 sec): 3 clusters Score: Raw -27558281.866990 + Penalty 2388.954488 = -27555892.912503 nChanged 28 SP:Iteration 39Q (4284.303217 sec): 3 clusters Score: Raw -27558286.941746 + Penalty 2388.954488 = -27555897.987259 nChanged 19 SP:Iteration 40F (4284.705779 sec): 3 clusters Score: Raw -27558290.004669 + Penalty 2388.954488 = -27555901.050181 nChanged 13 SP:Iteration 41Q (4285.024949 sec): 3 clusters Score: Raw -27558292.577784 + Penalty 2388.954488 = -27555903.623296 nChanged 15 SP:Iteration 42Q (4285.358925 sec): 3 clusters Score: Raw -27558295.404629 + Penalty 2388.954488 = -27555906.450142 nChanged 16 SP:Iteration 43Q (4285.693657 sec): 3 clusters Score: Raw -27558298.945244 + Penalty 2388.954488 = -27555909.990757 nChanged 18 SP:Iteration 44Q (4286.028998 sec): 3 clusters Score: Raw -27558303.154061 + Penalty 2388.954488 = -27555914.199574 nChanged 16 SP:Iteration 45Q (4286.374255 sec): 3 clusters Score: Raw -27558306.680725 + Penalty 2388.954488 = -27555917.726237 nChanged 18 SP:Iteration 46Q (4286.683838 sec): 3 clusters Score: Raw -27558310.334617 + Penalty 2388.954488 = -27555921.380129 nChanged 17 SP:Iteration 47Q (4286.999963 sec): 3 clusters Score: Raw -27558314.380670 + Penalty 2388.954488 = -27555925.426183 nChanged 17 SP:Iteration 48Q (4287.312506 sec): 3 clusters Score: Raw -27558317.534398 + Penalty 2388.954488 = -27555928.579911 nChanged 17 SP:Iteration 49Q (4287.644228 sec): 3 clusters Score: Raw -27558320.565036 + Penalty 2388.954488 = -27555931.610549 nChanged 16 SP:Iteration 50Q (4287.967859 sec): 3 clusters Score: Raw -27558324.353861 + Penalty 2388.954488 = -27555935.399373 nChanged 13 SP:Iteration 51Q (4288.301741 sec): 3 clusters Score: Raw -27558327.378694 + Penalty 2388.954488 = -27555938.424206 nChanged 12 SP:Iteration 52Q (4288.619180 sec): 3 clusters Score: Raw -27558330.344803 + Penalty 2388.954488 = -27555941.390316 nChanged 16 SP:Iteration 53Q (4288.950524 sec): 3 clusters Score: Raw -27558333.892439 + Penalty 2388.954488 = -27555944.937952 nChanged 12 SP:Iteration 54Q (4289.280587 sec): 3 clusters Score: Raw -27558335.757420 + Penalty 2388.954488 = -27555946.802932 nChanged 11 SP:Iteration 55Q (4289.598234 sec): 3 clusters Score: Raw -27558337.241959 + Penalty 2388.954488 = -27555948.287472 nChanged 5 SP:Iteration 56Q (4289.944537 sec): 3 clusters Score: Raw -27558338.055565 + Penalty 2388.954488 = -27555949.101078 nChanged 3 SP:Iteration 57Q (4290.274035 sec): 3 clusters Score: Raw -27558338.468798 + Penalty 2388.954488 = -27555949.514311 nChanged 4 SP:Iteration 58Q (4290.608420 sec): 3 clusters Score: Raw -27558338.794813 + Penalty 2388.954488 = -27555949.840326 nChanged 2 SP:Iteration 59Q (4290.941035 sec): 3 clusters Score: Raw -27558338.999278 + Penalty 2388.954488 = -27555950.044791 nChanged 2 SP:Iteration 60F (4291.338040 sec): 3 clusters Score: Raw -27558339.429133 + Penalty 2388.954488 = -27555950.474646 nChanged 2 SP:Iteration 61Q (4291.656213 sec): 3 clusters Score: Raw -27558339.856559 + Penalty 2388.954488 = -27555950.902071 nChanged 3 SP:Iteration 62Q (4291.973531 sec): 3 clusters Score: Raw -27558340.197984 + Penalty 2388.954488 = -27555951.243496 nChanged 3 SP:Iteration 63Q (4292.281693 sec): 3 clusters Score: Raw -27558340.531839 + Penalty 2388.954488 = -27555951.577351 nChanged 1 SP:Iteration 64Q (4292.633103 sec): 3 clusters Score: Raw -27558340.724901 + Penalty 2388.954488 = -27555951.770414 nChanged 1 SP:Iteration 65Q (4292.973924 sec): 3 clusters Score: Raw -27558340.807016 + Penalty 2388.954488 = -27555951.852528 nChanged 0 SP:Iteration 66F (4293.366065 sec): 3 clusters Score: Raw -27558340.807016 + Penalty 2388.954488 = -27555951.852528 nChanged 0 Trying to split cluster 35 (2632 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4293.417180 sec): 2 clusters Score: Raw -209577.927611 + Penalty 748.172433 = -208829.755179 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4293.467238 sec): 3 clusters Score: Raw -208271.696627 + Penalty 1496.344866 = -206775.351762 nChanged 1034 SP:Iteration 1F (4293.505672 sec): 3 clusters Score: Raw -208895.425982 + Penalty 1496.344866 = -207399.081117 nChanged 219 SP:Iteration 2F (4293.556542 sec): 3 clusters Score: Raw -209029.642551 + Penalty 1496.344866 = -207533.297686 nChanged 161 SP:Iteration 3F (4293.607185 sec): 3 clusters Score: Raw -209124.599589 + Penalty 1496.344866 = -207628.254724 nChanged 120 SP:Iteration 4Q (4293.658097 sec): 3 clusters Score: Raw -209193.736954 + Penalty 1496.344866 = -207697.392089 nChanged 105 SP:Iteration 5Q (4293.711693 sec): 3 clusters Score: Raw -209267.696428 + Penalty 1496.344866 = -207771.351562 nChanged 92 SP:Iteration 6Q (4293.752644 sec): 3 clusters Score: Raw -209329.895763 + Penalty 1496.344866 = -207833.550897 nChanged 80 SP:Iteration 7Q (4293.813305 sec): 3 clusters Score: Raw -209375.238397 + Penalty 1496.344866 = -207878.893532 nChanged 60 SP:Iteration 8Q (4293.855790 sec): 3 clusters Score: Raw -209404.234510 + Penalty 1496.344866 = -207907.889644 nChanged 46 SP:Iteration 9Q (4293.915689 sec): 3 clusters Score: Raw -209423.549289 + Penalty 1496.344866 = -207927.204424 nChanged 46 SP:Iteration 10Q (4293.966212 sec): 3 clusters Score: Raw -209439.756485 + Penalty 1496.344866 = -207943.411619 nChanged 29 SP:Iteration 11Q (4294.013816 sec): 3 clusters Score: Raw -209450.906755 + Penalty 1496.344866 = -207954.561889 nChanged 33 SP:Iteration 12Q (4294.056715 sec): 3 clusters Score: Raw -209461.831938 + Penalty 1496.344866 = -207965.487073 nChanged 32 SP:Iteration 13Q (4294.113332 sec): 3 clusters Score: Raw -209473.157748 + Penalty 1496.344866 = -207976.812882 nChanged 33 SP:Iteration 14Q (4294.163100 sec): 3 clusters Score: Raw -209483.736740 + Penalty 1496.344866 = -207987.391874 nChanged 15 SP:Iteration 15Q (4294.205678 sec): 3 clusters Score: Raw -209488.915956 + Penalty 1496.344866 = -207992.571090 nChanged 20 SP:Iteration 16Q (4294.255720 sec): 3 clusters Score: Raw -209496.020278 + Penalty 1496.344866 = -207999.675413 nChanged 23 SP:Iteration 17Q (4294.298239 sec): 3 clusters Score: Raw -209502.816214 + Penalty 1496.344866 = -208006.471348 nChanged 21 SP:Iteration 18Q (4294.353917 sec): 3 clusters Score: Raw -209509.413321 + Penalty 1496.344866 = -208013.068455 nChanged 28 SP:Iteration 19Q (4294.390729 sec): 3 clusters Score: Raw -209520.456398 + Penalty 1496.344866 = -208024.111532 nChanged 29 SP:Iteration 20F (4294.438996 sec): 3 clusters Score: Raw -209529.751120 + Penalty 1496.344866 = -208033.406255 nChanged 26 SP:Iteration 21Q (4294.489004 sec): 3 clusters Score: Raw -209539.899545 + Penalty 1496.344866 = -208043.554679 nChanged 26 SP:Iteration 22Q (4294.530046 sec): 3 clusters Score: Raw -209550.728864 + Penalty 1496.344866 = -208054.383999 nChanged 28 SP:Iteration 23Q (4294.566313 sec): 3 clusters Score: Raw -209557.637364 + Penalty 1496.344866 = -208061.292498 nChanged 19 SP:Iteration 24Q (4294.606878 sec): 3 clusters Score: Raw -209563.906429 + Penalty 1496.344866 = -208067.561563 nChanged 28 SP:Iteration 25Q (4294.662877 sec): 3 clusters Score: Raw -209573.406020 + Penalty 1496.344866 = -208077.061154 nChanged 33 SP:Iteration 26Q (4294.714146 sec): 3 clusters Score: Raw -209582.436236 + Penalty 1496.344866 = -208086.091371 nChanged 34 SP:Iteration 27Q (4294.751707 sec): 3 clusters Score: Raw -209593.356511 + Penalty 1496.344866 = -208097.011646 nChanged 32 SP:Iteration 28Q (4294.805894 sec): 3 clusters Score: Raw -209607.222943 + Penalty 1496.344866 = -208110.878078 nChanged 35 SP:Iteration 29Q (4294.843079 sec): 3 clusters Score: Raw -209621.896010 + Penalty 1496.344866 = -208125.551144 nChanged 30 SP:Iteration 30Q (4294.886438 sec): 3 clusters Score: Raw -209632.023534 + Penalty 1496.344866 = -208135.678668 nChanged 19 SP:Iteration 31Q (4294.933636 sec): 3 clusters Score: Raw -209640.289723 + Penalty 1496.344866 = -208143.944858 nChanged 29 SP:Iteration 32Q (4294.991252 sec): 3 clusters Score: Raw -209653.762202 + Penalty 1496.344866 = -208157.417336 nChanged 34 SP:Iteration 33Q (4295.033254 sec): 3 clusters Score: Raw -209684.683105 + Penalty 1496.344866 = -208188.338240 nChanged 51 SP:Iteration 34Q (4295.090238 sec): 3 clusters Score: Raw -209709.728159 + Penalty 1496.344866 = -208213.383294 nChanged 51 SP:Iteration 35Q (4295.125745 sec): 3 clusters Score: Raw -209734.965204 + Penalty 1496.344866 = -208238.620339 nChanged 46 SP:Iteration 36Q (4295.178508 sec): 3 clusters Score: Raw -209758.487372 + Penalty 1496.344866 = -208262.142506 nChanged 37 SP:Iteration 37Q (4295.228763 sec): 3 clusters Score: Raw -209777.963880 + Penalty 1496.344866 = -208281.619014 nChanged 39 SP:Iteration 38Q (4295.274550 sec): 3 clusters Score: Raw -209797.535708 + Penalty 1496.344866 = -208301.190843 nChanged 39 SP:Iteration 39Q (4295.325931 sec): 3 clusters Score: Raw -209815.601456 + Penalty 1496.344866 = -208319.256590 nChanged 34 SP:Iteration 40F (4295.371105 sec): 3 clusters Score: Raw -209827.783162 + Penalty 1496.344866 = -208331.438297 nChanged 31 SP:Iteration 41Q (4295.418547 sec): 3 clusters Score: Raw -209841.424203 + Penalty 1496.344866 = -208345.079338 nChanged 28 SP:Iteration 42Q (4295.456377 sec): 3 clusters Score: Raw -209852.818052 + Penalty 1496.344866 = -208356.473187 nChanged 32 SP:Iteration 43Q (4295.511321 sec): 3 clusters Score: Raw -209865.147269 + Penalty 1496.344866 = -208368.802404 nChanged 29 SP:Iteration 44Q (4295.566005 sec): 3 clusters Score: Raw -209875.278223 + Penalty 1496.344866 = -208378.933358 nChanged 24 SP:Iteration 45Q (4295.614898 sec): 3 clusters Score: Raw -209882.890007 + Penalty 1496.344866 = -208386.545141 nChanged 22 SP:Iteration 46Q (4295.649713 sec): 3 clusters Score: Raw -209890.143185 + Penalty 1496.344866 = -208393.798320 nChanged 21 SP:Iteration 47Q (4295.708837 sec): 3 clusters Score: Raw -209899.273614 + Penalty 1496.344866 = -208402.928748 nChanged 21 SP:Iteration 48Q (4295.760101 sec): 3 clusters Score: Raw -209907.038639 + Penalty 1496.344866 = -208410.693773 nChanged 13 SP:Iteration 49Q (4295.797127 sec): 3 clusters Score: Raw -209911.093031 + Penalty 1496.344866 = -208414.748166 nChanged 12 SP:Iteration 50Q (4295.859158 sec): 3 clusters Score: Raw -209913.496449 + Penalty 1496.344866 = -208417.151583 nChanged 5 SP:Iteration 51Q (4295.899442 sec): 3 clusters Score: Raw -209914.696510 + Penalty 1496.344866 = -208418.351644 nChanged 10 SP:Iteration 52Q (4295.957284 sec): 3 clusters Score: Raw -209917.721033 + Penalty 1496.344866 = -208421.376167 nChanged 10 SP:Iteration 53Q (4295.997895 sec): 3 clusters Score: Raw -209923.159631 + Penalty 1496.344866 = -208426.814765 nChanged 12 SP:Iteration 54Q (4296.054197 sec): 3 clusters Score: Raw -209927.079157 + Penalty 1496.344866 = -208430.734291 nChanged 9 SP:Iteration 55Q (4296.096586 sec): 3 clusters Score: Raw -209930.368412 + Penalty 1496.344866 = -208434.023547 nChanged 8 SP:Iteration 56Q (4296.136508 sec): 3 clusters Score: Raw -209932.084996 + Penalty 1496.344866 = -208435.740131 nChanged 8 SP:Iteration 57Q (4296.197386 sec): 3 clusters Score: Raw -209933.973191 + Penalty 1496.344866 = -208437.628325 nChanged 5 SP:Iteration 58Q (4296.234050 sec): 3 clusters Score: Raw -209935.642139 + Penalty 1496.344866 = -208439.297274 nChanged 5 SP:Iteration 59Q (4296.283940 sec): 3 clusters Score: Raw -209936.976060 + Penalty 1496.344866 = -208440.631194 nChanged 4 SP:Iteration 60F (4296.335279 sec): 3 clusters Score: Raw -209937.917377 + Penalty 1496.344866 = -208441.572512 nChanged 1 SP:Iteration 61Q (4296.386904 sec): 3 clusters Score: Raw -209938.010318 + Penalty 1496.344866 = -208441.665453 nChanged 1 SP:Iteration 62Q (4296.438615 sec): 3 clusters Score: Raw -209938.085666 + Penalty 1496.344866 = -208441.740800 nChanged 0 SP:Iteration 63F (4296.490486 sec): 3 clusters Score: Raw -209938.085666 + Penalty 1496.344866 = -208441.740800 nChanged 0 Trying to split cluster 36 (1863 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4296.518001 sec): 2 clusters Score: Raw -163808.438731 + Penalty 715.344620 = -163093.094111 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4296.569237 sec): 3 clusters Score: Raw -162951.696717 + Penalty 1430.689240 = -161521.007477 nChanged 710 SP:Iteration 1F (4296.620509 sec): 3 clusters Score: Raw -163485.880976 + Penalty 1430.689240 = -162055.191735 nChanged 166 SP:Iteration 2F (4296.671078 sec): 3 clusters Score: Raw -163618.425755 + Penalty 1430.689240 = -162187.736515 nChanged 103 SP:Iteration 3F (4296.721539 sec): 3 clusters Score: Raw -163686.230509 + Penalty 1430.689240 = -162255.541269 nChanged 76 SP:Iteration 4Q (4296.763626 sec): 3 clusters Score: Raw -163735.260006 + Penalty 1430.689240 = -162304.570765 nChanged 62 SP:Iteration 5Q (4296.814594 sec): 3 clusters Score: Raw -163781.904643 + Penalty 1430.689240 = -162351.215403 nChanged 53 SP:Iteration 6Q (4296.857341 sec): 3 clusters Score: Raw -163820.354276 + Penalty 1430.689240 = -162389.665036 nChanged 46 SP:Iteration 7Q (4296.907876 sec): 3 clusters Score: Raw -163849.149366 + Penalty 1430.689240 = -162418.460126 nChanged 38 SP:Iteration 8Q (4296.954298 sec): 3 clusters Score: Raw -163870.169876 + Penalty 1430.689240 = -162439.480636 nChanged 32 SP:Iteration 9Q (4297.004833 sec): 3 clusters Score: Raw -163887.060200 + Penalty 1430.689240 = -162456.370959 nChanged 28 SP:Iteration 10Q (4297.055318 sec): 3 clusters Score: Raw -163901.524421 + Penalty 1430.689240 = -162470.835180 nChanged 23 SP:Iteration 11Q (4297.097206 sec): 3 clusters Score: Raw -163919.295292 + Penalty 1430.689240 = -162488.606052 nChanged 22 SP:Iteration 12Q (4297.147742 sec): 3 clusters Score: Raw -163935.035663 + Penalty 1430.689240 = -162504.346423 nChanged 20 SP:Iteration 13Q (4297.195432 sec): 3 clusters Score: Raw -163949.061833 + Penalty 1430.689240 = -162518.372593 nChanged 17 SP:Iteration 14Q (4297.243290 sec): 3 clusters Score: Raw -163960.068052 + Penalty 1430.689240 = -162529.378812 nChanged 11 SP:Iteration 15Q (4297.287941 sec): 3 clusters Score: Raw -163965.752234 + Penalty 1430.689240 = -162535.062994 nChanged 4 SP:Iteration 16Q (4297.331952 sec): 3 clusters Score: Raw -163967.159874 + Penalty 1430.689240 = -162536.470633 nChanged 0 SP:Iteration 17F (4297.339288 sec): 3 clusters Score: Raw -163967.159874 + Penalty 1430.689240 = -162536.470633 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4297.366236 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4297.416169 sec): 3 clusters Score: Raw -69105.642125 + Penalty 1239.476838 = -67866.165287 nChanged 207 SP:Iteration 1F (4297.456041 sec): 3 clusters Score: Raw -69257.841450 + Penalty 1239.476838 = -68018.364612 nChanged 52 SP:Iteration 2F (4297.499120 sec): 3 clusters Score: Raw -69305.942028 + Penalty 1239.476838 = -68066.465190 nChanged 31 SP:Iteration 3Q (4297.549422 sec): 3 clusters Score: Raw -69329.343081 + Penalty 1239.476838 = -68089.866243 nChanged 12 SP:Iteration 4Q (4297.595558 sec): 3 clusters Score: Raw -69341.909310 + Penalty 1239.476838 = -68102.432472 nChanged 14 SP:Iteration 5Q (4297.645919 sec): 3 clusters Score: Raw -69353.241269 + Penalty 1239.476838 = -68113.764431 nChanged 15 SP:Iteration 6Q (4297.687910 sec): 3 clusters Score: Raw -69368.452826 + Penalty 1239.476838 = -68128.975988 nChanged 9 SP:Iteration 7Q (4297.737696 sec): 3 clusters Score: Raw -69373.539751 + Penalty 1239.476838 = -68134.062913 nChanged 9 SP:Iteration 8Q (4297.787581 sec): 3 clusters Score: Raw -69377.866880 + Penalty 1239.476838 = -68138.390042 nChanged 6 SP:Iteration 9Q (4297.837534 sec): 3 clusters Score: Raw -69380.595898 + Penalty 1239.476838 = -68141.119060 nChanged 4 SP:Iteration 10Q (4297.886907 sec): 3 clusters Score: Raw -69382.054578 + Penalty 1239.476838 = -68142.577740 nChanged 2 SP:Iteration 11Q (4297.944176 sec): 3 clusters Score: Raw -69383.226032 + Penalty 1239.476838 = -68143.749193 nChanged 1 SP:Iteration 12Q (4297.981838 sec): 3 clusters Score: Raw -69383.759965 + Penalty 1239.476838 = -68144.283127 nChanged 2 SP:Iteration 13Q (4298.031775 sec): 3 clusters Score: Raw -69385.318906 + Penalty 1239.476838 = -68145.842068 nChanged 4 SP:Iteration 14Q (4298.071808 sec): 3 clusters Score: Raw -69388.233355 + Penalty 1239.476838 = -68148.756517 nChanged 3 SP:Iteration 15Q (4298.120898 sec): 3 clusters Score: Raw -69390.215816 + Penalty 1239.476838 = -68150.738978 nChanged 1 SP:Iteration 16Q (4298.168249 sec): 3 clusters Score: Raw -69391.542916 + Penalty 1239.476838 = -68152.066078 nChanged 0 SP:Iteration 17F (4298.217610 sec): 3 clusters Score: Raw -69391.542916 + Penalty 1239.476838 = -68152.066078 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4298.248272 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4298.288028 sec): 3 clusters Score: Raw -223446.643881 + Penalty 1472.862013 = -221973.781868 nChanged 925 SP:Iteration 1F (4298.339773 sec): 3 clusters Score: Raw -223980.380069 + Penalty 1472.862013 = -222507.518056 nChanged 175 SP:Iteration 2F (4298.390617 sec): 3 clusters Score: Raw -224089.833878 + Penalty 1472.862013 = -222616.971865 nChanged 132 SP:Iteration 3F (4298.435451 sec): 3 clusters Score: Raw -224167.376396 + Penalty 1472.862013 = -222694.514383 nChanged 109 SP:Iteration 4Q (4298.478352 sec): 3 clusters Score: Raw -224241.632517 + Penalty 1472.862013 = -222768.770504 nChanged 99 SP:Iteration 5Q (4298.528935 sec): 3 clusters Score: Raw -224295.032070 + Penalty 1472.862013 = -222822.170057 nChanged 87 SP:Iteration 6Q (4298.579828 sec): 3 clusters Score: Raw -224344.290003 + Penalty 1472.862013 = -222871.427990 nChanged 88 SP:Iteration 7Q (4298.630447 sec): 3 clusters Score: Raw -224393.954449 + Penalty 1472.862013 = -222921.092435 nChanged 82 SP:Iteration 8Q (4298.681173 sec): 3 clusters Score: Raw -224448.988238 + Penalty 1472.862013 = -222976.126225 nChanged 86 SP:Iteration 9Q (4298.729663 sec): 3 clusters Score: Raw -224506.414660 + Penalty 1472.862013 = -223033.552647 nChanged 67 SP:Iteration 10Q (4298.780352 sec): 3 clusters Score: Raw -224548.217310 + Penalty 1472.862013 = -223075.355297 nChanged 61 SP:Iteration 11Q (4298.826634 sec): 3 clusters Score: Raw -224596.522660 + Penalty 1472.862013 = -223123.660647 nChanged 55 SP:Iteration 12Q (4298.877343 sec): 3 clusters Score: Raw -224638.391788 + Penalty 1472.862013 = -223165.529775 nChanged 48 SP:Iteration 13Q (4298.922600 sec): 3 clusters Score: Raw -224673.073913 + Penalty 1472.862013 = -223200.211900 nChanged 39 SP:Iteration 14Q (4298.973158 sec): 3 clusters Score: Raw -224695.061012 + Penalty 1472.862013 = -223222.198998 nChanged 24 SP:Iteration 15Q (4299.023895 sec): 3 clusters Score: Raw -224702.634388 + Penalty 1472.862013 = -223229.772374 nChanged 15 SP:Iteration 16Q (4299.065157 sec): 3 clusters Score: Raw -224709.693345 + Penalty 1472.862013 = -223236.831331 nChanged 13 SP:Iteration 17Q (4299.115758 sec): 3 clusters Score: Raw -224716.709980 + Penalty 1472.862013 = -223243.847966 nChanged 11 SP:Iteration 18Q (4299.162252 sec): 3 clusters Score: Raw -224721.953495 + Penalty 1472.862013 = -223249.091481 nChanged 13 SP:Iteration 19Q (4299.212842 sec): 3 clusters Score: Raw -224726.517600 + Penalty 1472.862013 = -223253.655587 nChanged 9 SP:Iteration 20F (4299.258143 sec): 3 clusters Score: Raw -224728.450529 + Penalty 1472.862013 = -223255.588516 nChanged 4 SP:Iteration 21Q (4299.308837 sec): 3 clusters Score: Raw -224730.211483 + Penalty 1472.862013 = -223257.349469 nChanged 5 SP:Iteration 22Q (4299.359444 sec): 3 clusters Score: Raw -224731.780568 + Penalty 1472.862013 = -223258.918555 nChanged 5 SP:Iteration 23Q (4299.400482 sec): 3 clusters Score: Raw -224733.849367 + Penalty 1472.862013 = -223260.987354 nChanged 4 SP:Iteration 24Q (4299.449556 sec): 3 clusters Score: Raw -224735.772656 + Penalty 1472.862013 = -223262.910642 nChanged 4 SP:Iteration 25Q (4299.496063 sec): 3 clusters Score: Raw -224737.261118 + Penalty 1472.862013 = -223264.399104 nChanged 8 SP:Iteration 26Q (4299.546812 sec): 3 clusters Score: Raw -224740.332343 + Penalty 1472.862013 = -223267.470330 nChanged 3 SP:Iteration 27Q (4299.597619 sec): 3 clusters Score: Raw -224741.200065 + Penalty 1472.862013 = -223268.338052 nChanged 2 SP:Iteration 28Q (4299.648094 sec): 3 clusters Score: Raw -224742.337930 + Penalty 1472.862013 = -223269.475917 nChanged 3 SP:Iteration 29Q (4299.692542 sec): 3 clusters Score: Raw -224743.860812 + Penalty 1472.862013 = -223270.998799 nChanged 5 SP:Iteration 30Q (4299.743585 sec): 3 clusters Score: Raw -224745.565922 + Penalty 1472.862013 = -223272.703908 nChanged 3 SP:Iteration 31Q (4299.794606 sec): 3 clusters Score: Raw -224746.635414 + Penalty 1472.862013 = -223273.773401 nChanged 1 SP:Iteration 32Q (4299.846377 sec): 3 clusters Score: Raw -224746.924261 + Penalty 1472.862013 = -223274.062248 nChanged 1 SP:Iteration 33Q (4299.896959 sec): 3 clusters Score: Raw -224747.287276 + Penalty 1472.862013 = -223274.425263 nChanged 0 SP:Iteration 34F (4299.947838 sec): 3 clusters Score: Raw -224747.287276 + Penalty 1472.862013 = -223274.425263 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4299.983732 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4300.046987 sec): 3 clusters Score: Raw -975100.256515 + Penalty 1754.303745 = -973345.952770 nChanged 4571 SP:Iteration 1F (4300.101205 sec): 3 clusters Score: Raw -977854.349340 + Penalty 1754.303745 = -976100.045595 nChanged 612 SP:Iteration 2F (4300.153972 sec): 3 clusters Score: Raw -978121.170254 + Penalty 1754.303745 = -976366.866509 nChanged 532 SP:Iteration 3F (4300.212928 sec): 3 clusters Score: Raw -978375.623783 + Penalty 1754.303745 = -976621.320038 nChanged 483 SP:Iteration 4Q (4300.265581 sec): 3 clusters Score: Raw -978625.501484 + Penalty 1754.303745 = -976871.197739 nChanged 475 SP:Iteration 5Q (4300.326846 sec): 3 clusters Score: Raw -978919.445459 + Penalty 1754.303745 = -977165.141714 nChanged 480 SP:Iteration 6Q (4300.379133 sec): 3 clusters Score: Raw -979255.536335 + Penalty 1754.303745 = -977501.232590 nChanged 460 SP:Iteration 7Q (4300.443999 sec): 3 clusters Score: Raw -979585.293954 + Penalty 1754.303745 = -977830.990209 nChanged 435 SP:Iteration 8Q (4300.500461 sec): 3 clusters Score: Raw -979906.079311 + Penalty 1754.303745 = -978151.775565 nChanged 373 SP:Iteration 9Q (4300.559172 sec): 3 clusters Score: Raw -980185.294963 + Penalty 1754.303745 = -978430.991218 nChanged 318 SP:Iteration 10Q (4300.607663 sec): 3 clusters Score: Raw -980397.766498 + Penalty 1754.303745 = -978643.462753 nChanged 272 SP:Iteration 11Q (4300.672066 sec): 3 clusters Score: Raw -980577.243651 + Penalty 1754.303745 = -978822.939906 nChanged 235 SP:Iteration 12Q (4300.729822 sec): 3 clusters Score: Raw -980714.593479 + Penalty 1754.303745 = -978960.289734 nChanged 177 SP:Iteration 13Q (4300.774206 sec): 3 clusters Score: Raw -980815.753772 + Penalty 1754.303745 = -979061.450027 nChanged 159 SP:Iteration 14Q (4300.830715 sec): 3 clusters Score: Raw -980904.235008 + Penalty 1754.303745 = -979149.931263 nChanged 141 SP:Iteration 15Q (4300.886055 sec): 3 clusters Score: Raw -980982.242641 + Penalty 1754.303745 = -979227.938895 nChanged 134 SP:Iteration 16Q (4300.939870 sec): 3 clusters Score: Raw -981058.270151 + Penalty 1754.303745 = -979303.966406 nChanged 112 SP:Iteration 17Q (4301.009642 sec): 3 clusters Score: Raw -981110.230650 + Penalty 1754.303745 = -979355.926905 nChanged 83 SP:Iteration 18Q (4301.058035 sec): 3 clusters Score: Raw -981149.821458 + Penalty 1754.303745 = -979395.517713 nChanged 69 SP:Iteration 19Q (4301.079470 sec): 3 clusters Score: Raw -981179.004062 + Penalty 1754.303745 = -979424.700317 nChanged 61 SP:Iteration 20F (4301.144019 sec): 3 clusters Score: Raw -981205.271957 + Penalty 1754.303745 = -979450.968211 nChanged 62 SP:Iteration 21Q (4301.194400 sec): 3 clusters Score: Raw -981230.173086 + Penalty 1754.303745 = -979475.869341 nChanged 51 SP:Iteration 22Q (4301.255655 sec): 3 clusters Score: Raw -981247.707047 + Penalty 1754.303745 = -979493.403302 nChanged 44 SP:Iteration 23Q (4301.301191 sec): 3 clusters Score: Raw -981263.550760 + Penalty 1754.303745 = -979509.247015 nChanged 39 SP:Iteration 24Q (4301.363875 sec): 3 clusters Score: Raw -981277.470895 + Penalty 1754.303745 = -979523.167150 nChanged 42 SP:Iteration 25Q (4301.425551 sec): 3 clusters Score: Raw -981292.283084 + Penalty 1754.303745 = -979537.979339 nChanged 37 SP:Iteration 26Q (4301.482068 sec): 3 clusters Score: Raw -981303.610942 + Penalty 1754.303745 = -979549.307196 nChanged 31 SP:Iteration 27Q (4301.540487 sec): 3 clusters Score: Raw -981313.349151 + Penalty 1754.303745 = -979559.045406 nChanged 30 SP:Iteration 28Q (4301.588464 sec): 3 clusters Score: Raw -981323.636000 + Penalty 1754.303745 = -979569.332255 nChanged 29 SP:Iteration 29Q (4301.652982 sec): 3 clusters Score: Raw -981334.773986 + Penalty 1754.303745 = -979580.470241 nChanged 29 SP:Iteration 30Q (4301.706853 sec): 3 clusters Score: Raw -981343.410723 + Penalty 1754.303745 = -979589.106978 nChanged 19 SP:Iteration 31Q (4301.768828 sec): 3 clusters Score: Raw -981348.212284 + Penalty 1754.303745 = -979593.908539 nChanged 19 SP:Iteration 32Q (4301.825530 sec): 3 clusters Score: Raw -981355.490316 + Penalty 1754.303745 = -979601.186571 nChanged 19 SP:Iteration 33Q (4301.870158 sec): 3 clusters Score: Raw -981361.997670 + Penalty 1754.303745 = -979607.693924 nChanged 20 SP:Iteration 34Q (4301.934111 sec): 3 clusters Score: Raw -981367.651412 + Penalty 1754.303745 = -979613.347667 nChanged 23 SP:Iteration 35Q (4301.992867 sec): 3 clusters Score: Raw -981374.788105 + Penalty 1754.303745 = -979620.484360 nChanged 17 SP:Iteration 36Q (4302.037853 sec): 3 clusters Score: Raw -981381.525320 + Penalty 1754.303745 = -979627.221575 nChanged 18 SP:Iteration 37Q (4302.091038 sec): 3 clusters Score: Raw -981386.710528 + Penalty 1754.303745 = -979632.406783 nChanged 8 SP:Iteration 38Q (4302.153037 sec): 3 clusters Score: Raw -981388.840841 + Penalty 1754.303745 = -979634.537096 nChanged 9 SP:Iteration 39Q (4302.208446 sec): 3 clusters Score: Raw -981391.446310 + Penalty 1754.303745 = -979637.142565 nChanged 6 SP:Iteration 40F (4302.258263 sec): 3 clusters Score: Raw -981394.017425 + Penalty 1754.303745 = -979639.713680 nChanged 6 SP:Iteration 41Q (4302.325438 sec): 3 clusters Score: Raw -981395.888204 + Penalty 1754.303745 = -979641.584459 nChanged 7 SP:Iteration 42Q (4302.383601 sec): 3 clusters Score: Raw -981398.744425 + Penalty 1754.303745 = -979644.440679 nChanged 6 SP:Iteration 43Q (4302.433038 sec): 3 clusters Score: Raw -981400.042229 + Penalty 1754.303745 = -979645.738483 nChanged 2 SP:Iteration 44Q (4302.484690 sec): 3 clusters Score: Raw -981400.353111 + Penalty 1754.303745 = -979646.049366 nChanged 0 SP:Iteration 45F (4302.552516 sec): 3 clusters Score: Raw -981400.353111 + Penalty 1754.303745 = -979646.049366 nChanged 0 Trying to split cluster 40 (4026 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4302.572546 sec): 2 clusters Score: Raw -386989.107943 + Penalty 788.550218 = -386200.557726 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4302.633544 sec): 3 clusters Score: Raw -384805.311641 + Penalty 1577.100435 = -383228.211206 nChanged 1716 SP:Iteration 1F (4302.680083 sec): 3 clusters Score: Raw -385815.321712 + Penalty 1577.100435 = -384238.221277 nChanged 341 SP:Iteration 2F (4302.725989 sec): 3 clusters Score: Raw -386036.250937 + Penalty 1577.100435 = -384459.150502 nChanged 284 SP:Iteration 3F (4302.772211 sec): 3 clusters Score: Raw -386219.395113 + Penalty 1577.100435 = -384642.294677 nChanged 239 SP:Iteration 4F (4302.813658 sec): 3 clusters Score: Raw -386373.611552 + Penalty 1577.100435 = -384796.511116 nChanged 210 SP:Iteration 5F (4302.853336 sec): 3 clusters Score: Raw -386534.656931 + Penalty 1577.100435 = -384957.556496 nChanged 175 SP:Iteration 6Q (4302.907919 sec): 3 clusters Score: Raw -386675.727754 + Penalty 1577.100435 = -385098.627318 nChanged 131 SP:Iteration 7Q (4302.961317 sec): 3 clusters Score: Raw -386783.926188 + Penalty 1577.100435 = -385206.825753 nChanged 96 SP:Iteration 8Q (4303.004410 sec): 3 clusters Score: Raw -386872.971249 + Penalty 1577.100435 = -385295.870813 nChanged 69 SP:Iteration 9Q (4303.060125 sec): 3 clusters Score: Raw -386926.125906 + Penalty 1577.100435 = -385349.025471 nChanged 59 SP:Iteration 10Q (4303.097297 sec): 3 clusters Score: Raw -386973.792858 + Penalty 1577.100435 = -385396.692423 nChanged 57 SP:Iteration 11Q (4303.158645 sec): 3 clusters Score: Raw -387018.780706 + Penalty 1577.100435 = -385441.680271 nChanged 39 SP:Iteration 12Q (4303.196105 sec): 3 clusters Score: Raw -387040.973500 + Penalty 1577.100435 = -385463.873065 nChanged 25 SP:Iteration 13Q (4303.248200 sec): 3 clusters Score: Raw -387062.517312 + Penalty 1577.100435 = -385485.416877 nChanged 25 SP:Iteration 14Q (4303.295485 sec): 3 clusters Score: Raw -387084.052143 + Penalty 1577.100435 = -385506.951708 nChanged 17 SP:Iteration 15Q (4303.343096 sec): 3 clusters Score: Raw -387100.146690 + Penalty 1577.100435 = -385523.046255 nChanged 13 SP:Iteration 16Q (4303.390636 sec): 3 clusters Score: Raw -387108.455857 + Penalty 1577.100435 = -385531.355422 nChanged 9 SP:Iteration 17Q (4303.439288 sec): 3 clusters Score: Raw -387112.673524 + Penalty 1577.100435 = -385535.573088 nChanged 5 SP:Iteration 18Q (4303.494737 sec): 3 clusters Score: Raw -387116.457310 + Penalty 1577.100435 = -385539.356875 nChanged 5 SP:Iteration 19Q (4303.536009 sec): 3 clusters Score: Raw -387120.674869 + Penalty 1577.100435 = -385543.574434 nChanged 4 SP:Iteration 20F (4303.593200 sec): 3 clusters Score: Raw -387122.909707 + Penalty 1577.100435 = -385545.809272 nChanged 3 SP:Iteration 21Q (4303.645218 sec): 3 clusters Score: Raw -387124.077178 + Penalty 1577.100435 = -385546.976743 nChanged 0 SP:Iteration 22F (4303.690317 sec): 3 clusters Score: Raw -387124.077178 + Penalty 1577.100435 = -385546.976743 nChanged 0 Trying to split cluster 41 (7087 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4303.722493 sec): 2 clusters Score: Raw -672301.043255 + Penalty 842.271653 = -671458.771602 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4303.781148 sec): 3 clusters Score: Raw -668196.632724 + Penalty 1684.543306 = -666512.089419 nChanged 3114 SP:Iteration 1F (4303.833526 sec): 3 clusters Score: Raw -670058.738758 + Penalty 1684.543306 = -668374.195453 nChanged 483 SP:Iteration 2F (4303.875320 sec): 3 clusters Score: Raw -670324.290417 + Penalty 1684.543306 = -668639.747111 nChanged 414 SP:Iteration 3F (4303.940352 sec): 3 clusters Score: Raw -670574.446615 + Penalty 1684.543306 = -668889.903310 nChanged 390 SP:Iteration 4F (4303.995265 sec): 3 clusters Score: Raw -670803.483762 + Penalty 1684.543306 = -669118.940456 nChanged 370 SP:Iteration 5F (4304.049227 sec): 3 clusters Score: Raw -671014.570733 + Penalty 1684.543306 = -669330.027427 nChanged 318 SP:Iteration 6Q (4304.104254 sec): 3 clusters Score: Raw -671192.286107 + Penalty 1684.543306 = -669507.742801 nChanged 300 SP:Iteration 7Q (4304.161852 sec): 3 clusters Score: Raw -671366.260572 + Penalty 1684.543306 = -669681.717266 nChanged 265 SP:Iteration 8Q (4304.205940 sec): 3 clusters Score: Raw -671524.719599 + Penalty 1684.543306 = -669840.176294 nChanged 235 SP:Iteration 9Q (4304.267971 sec): 3 clusters Score: Raw -671659.444237 + Penalty 1684.543306 = -669974.900932 nChanged 206 SP:Iteration 10Q (4304.325304 sec): 3 clusters Score: Raw -671780.030927 + Penalty 1684.543306 = -670095.487621 nChanged 189 SP:Iteration 11Q (4304.381627 sec): 3 clusters Score: Raw -671894.536060 + Penalty 1684.543306 = -670209.992755 nChanged 182 SP:Iteration 12Q (4304.436700 sec): 3 clusters Score: Raw -672003.854577 + Penalty 1684.543306 = -670319.311272 nChanged 161 SP:Iteration 13Q (4304.484231 sec): 3 clusters Score: Raw -672090.612986 + Penalty 1684.543306 = -670406.069680 nChanged 134 SP:Iteration 14Q (4304.539393 sec): 3 clusters Score: Raw -672150.934146 + Penalty 1684.543306 = -670466.390841 nChanged 92 SP:Iteration 15Q (4304.595410 sec): 3 clusters Score: Raw -672191.936715 + Penalty 1684.543306 = -670507.393409 nChanged 72 SP:Iteration 16Q (4304.659269 sec): 3 clusters Score: Raw -672220.599770 + Penalty 1684.543306 = -670536.056464 nChanged 56 SP:Iteration 17Q (4304.714459 sec): 3 clusters Score: Raw -672242.735895 + Penalty 1684.543306 = -670558.192590 nChanged 56 SP:Iteration 18Q (4304.754380 sec): 3 clusters Score: Raw -672257.581020 + Penalty 1684.543306 = -670573.037714 nChanged 36 SP:Iteration 19Q (4304.815964 sec): 3 clusters Score: Raw -672268.658819 + Penalty 1684.543306 = -670584.115514 nChanged 32 SP:Iteration 20F (4304.869092 sec): 3 clusters Score: Raw -672280.025146 + Penalty 1684.543306 = -670595.481840 nChanged 40 SP:Iteration 21Q (4304.912887 sec): 3 clusters Score: Raw -672298.499556 + Penalty 1684.543306 = -670613.956250 nChanged 45 SP:Iteration 22Q (4304.962420 sec): 3 clusters Score: Raw -672322.646038 + Penalty 1684.543306 = -670638.102732 nChanged 59 SP:Iteration 23Q (4305.025106 sec): 3 clusters Score: Raw -672351.769652 + Penalty 1684.543306 = -670667.226346 nChanged 47 SP:Iteration 24Q (4305.078753 sec): 3 clusters Score: Raw -672380.684456 + Penalty 1684.543306 = -670696.141150 nChanged 48 SP:Iteration 25Q (4305.124311 sec): 3 clusters Score: Raw -672411.488639 + Penalty 1684.543306 = -670726.945333 nChanged 38 SP:Iteration 26Q (4305.189242 sec): 3 clusters Score: Raw -672434.742263 + Penalty 1684.543306 = -670750.198957 nChanged 27 SP:Iteration 27Q (4305.229570 sec): 3 clusters Score: Raw -672446.918909 + Penalty 1684.543306 = -670762.375604 nChanged 24 SP:Iteration 28Q (4305.288183 sec): 3 clusters Score: Raw -672455.477207 + Penalty 1684.543306 = -670770.933902 nChanged 19 SP:Iteration 29Q (4305.330776 sec): 3 clusters Score: Raw -672463.080837 + Penalty 1684.543306 = -670778.537531 nChanged 19 SP:Iteration 30Q (4305.385864 sec): 3 clusters Score: Raw -672471.742504 + Penalty 1684.543306 = -670787.199199 nChanged 15 SP:Iteration 31Q (4305.439663 sec): 3 clusters Score: Raw -672476.625451 + Penalty 1684.543306 = -670792.082145 nChanged 9 SP:Iteration 32Q (4305.490944 sec): 3 clusters Score: Raw -672479.379370 + Penalty 1684.543306 = -670794.836065 nChanged 6 SP:Iteration 33Q (4305.545641 sec): 3 clusters Score: Raw -672481.301631 + Penalty 1684.543306 = -670796.758325 nChanged 10 SP:Iteration 34Q (4305.591814 sec): 3 clusters Score: Raw -672484.943480 + Penalty 1684.543306 = -670800.400174 nChanged 7 SP:Iteration 35Q (4305.638770 sec): 3 clusters Score: Raw -672487.215073 + Penalty 1684.543306 = -670802.671767 nChanged 6 SP:Iteration 36Q (4305.692112 sec): 3 clusters Score: Raw -672489.288342 + Penalty 1684.543306 = -670804.745037 nChanged 6 SP:Iteration 37Q (4305.748521 sec): 3 clusters Score: Raw -672490.696545 + Penalty 1684.543306 = -670806.153239 nChanged 6 SP:Iteration 38Q (4305.814710 sec): 3 clusters Score: Raw -672494.414577 + Penalty 1684.543306 = -670809.871271 nChanged 8 SP:Iteration 39Q (4305.850092 sec): 3 clusters Score: Raw -672498.418253 + Penalty 1684.543306 = -670813.874948 nChanged 10 SP:Iteration 40F (4305.917490 sec): 3 clusters Score: Raw -672507.021526 + Penalty 1684.543306 = -670822.478220 nChanged 17 SP:Iteration 41Q (4305.960251 sec): 3 clusters Score: Raw -672514.946813 + Penalty 1684.543306 = -670830.403507 nChanged 11 SP:Iteration 42Q (4306.007963 sec): 3 clusters Score: Raw -672519.430545 + Penalty 1684.543306 = -670834.887240 nChanged 11 SP:Iteration 43Q (4306.061739 sec): 3 clusters Score: Raw -672525.186120 + Penalty 1684.543306 = -670840.642815 nChanged 8 SP:Iteration 44Q (4306.110430 sec): 3 clusters Score: Raw -672529.160367 + Penalty 1684.543306 = -670844.617061 nChanged 8 SP:Iteration 45Q (4306.167687 sec): 3 clusters Score: Raw -672533.931745 + Penalty 1684.543306 = -670849.388439 nChanged 7 SP:Iteration 46Q (4306.222197 sec): 3 clusters Score: Raw -672538.090643 + Penalty 1684.543306 = -670853.547337 nChanged 3 SP:Iteration 47Q (4306.271233 sec): 3 clusters Score: Raw -672539.543262 + Penalty 1684.543306 = -670854.999956 nChanged 4 SP:Iteration 48Q (4306.327828 sec): 3 clusters Score: Raw -672540.969921 + Penalty 1684.543306 = -670856.426615 nChanged 5 SP:Iteration 49Q (4306.384311 sec): 3 clusters Score: Raw -672543.459010 + Penalty 1684.543306 = -670858.915704 nChanged 1 SP:Iteration 50Q (4306.448294 sec): 3 clusters Score: Raw -672543.796167 + Penalty 1684.543306 = -670859.252861 nChanged 1 SP:Iteration 51Q (4306.492073 sec): 3 clusters Score: Raw -672544.183831 + Penalty 1684.543306 = -670859.640525 nChanged 0 SP:Iteration 52F (4306.543999 sec): 3 clusters Score: Raw -672544.183831 + Penalty 1684.543306 = -670859.640525 nChanged 0 Iteration 299Q (4315.509010 sec): 42 clusters Score: Raw -89568624.139747 + Penalty 53737.232514 = -89514886.907233 nChanged 83 Iteration 300F (4334.934798 sec): 42 clusters Score: Raw -89568625.113909 + Penalty 53737.232514 = -89514887.881396 nChanged 70 Iteration 301Q (4344.083044 sec): 42 clusters Score: Raw -89568625.977261 + Penalty 53737.232514 = -89514888.744747 nChanged 77 Iteration 302Q (4353.124285 sec): 42 clusters Score: Raw -89568627.117109 + Penalty 53737.232514 = -89514889.884595 nChanged 87 Iteration 303Q (4362.306971 sec): 42 clusters Score: Raw -89568628.229942 + Penalty 53737.232514 = -89514890.997428 nChanged 84 Iteration 304Q (4371.947276 sec): 42 clusters Score: Raw -89568629.930488 + Penalty 53737.232514 = -89514892.697974 nChanged 83 Iteration 305Q (4381.515372 sec): 42 clusters Score: Raw -89568631.416827 + Penalty 53737.232514 = -89514894.184313 nChanged 82 Iteration 306Q (4390.928229 sec): 42 clusters Score: Raw -89568633.255136 + Penalty 53737.232514 = -89514896.022622 nChanged 100 Iteration 307Q (4400.036603 sec): 42 clusters Score: Raw -89568635.183345 + Penalty 53737.232514 = -89514897.950831 nChanged 108 Iteration 308Q (4409.085488 sec): 42 clusters Score: Raw -89568636.660100 + Penalty 53737.232514 = -89514899.427586 nChanged 123 Iteration 309Q (4418.375333 sec): 42 clusters Score: Raw -89568638.459097 + Penalty 53737.232514 = -89514901.226583 nChanged 128 Iteration 310Q (4427.885348 sec): 42 clusters Score: Raw -89568640.527595 + Penalty 53737.232514 = -89514903.295081 nChanged 119 Iteration 311Q (4436.544140 sec): 42 clusters Score: Raw -89568642.637243 + Penalty 53737.232514 = -89514905.404729 nChanged 130 Iteration 312Q (4446.008793 sec): 42 clusters Score: Raw -89568644.815330 + Penalty 53737.232514 = -89514907.582816 nChanged 102 Iteration 313Q (4455.636120 sec): 42 clusters Score: Raw -89568646.877540 + Penalty 53737.232514 = -89514909.645026 nChanged 100 Iteration 314Q (4464.983459 sec): 42 clusters Score: Raw -89568649.028555 + Penalty 53737.232514 = -89514911.796041 nChanged 99 Iteration 315Q (4474.185920 sec): 42 clusters Score: Raw -89568650.804775 + Penalty 53737.232514 = -89514913.572261 nChanged 119 Iteration 316Q (4483.284907 sec): 42 clusters Score: Raw -89568653.211911 + Penalty 53737.232514 = -89514915.979397 nChanged 129 Iteration 317Q (4492.457612 sec): 42 clusters Score: Raw -89568655.310475 + Penalty 53737.232514 = -89514918.077961 nChanged 124 Iteration 318Q (4501.939711 sec): 42 clusters Score: Raw -89568656.887497 + Penalty 53737.232514 = -89514919.654983 nChanged 105 Iteration 319Q (4511.601412 sec): 42 clusters Score: Raw -89568658.285930 + Penalty 53737.232514 = -89514921.053416 nChanged 122 Iteration 320F (4530.967869 sec): 42 clusters Score: Raw -89568660.159890 + Penalty 53737.232514 = -89514922.927376 nChanged 118 Iteration 321Q (4540.159183 sec): 42 clusters Score: Raw -89568662.337165 + Penalty 53737.232514 = -89514925.104651 nChanged 114 Iteration 322Q (4549.600571 sec): 42 clusters Score: Raw -89568664.494161 + Penalty 53737.232514 = -89514927.261647 nChanged 121 Iteration 323Q (4559.262505 sec): 42 clusters Score: Raw -89568666.421212 + Penalty 53737.232514 = -89514929.188698 nChanged 86 Iteration 324Q (4568.729844 sec): 42 clusters Score: Raw -89568667.530872 + Penalty 53737.232514 = -89514930.298358 nChanged 66 Iteration 325Q (4578.094103 sec): 42 clusters Score: Raw -89568668.472676 + Penalty 53737.232514 = -89514931.240162 nChanged 64 Iteration 326Q (4587.168008 sec): 42 clusters Score: Raw -89568669.532098 + Penalty 53737.232514 = -89514932.299584 nChanged 56 Iteration 327Q (4596.302910 sec): 42 clusters Score: Raw -89568670.537380 + Penalty 53737.232514 = -89514933.304866 nChanged 63 Iteration 328Q (4605.684804 sec): 42 clusters Score: Raw -89568671.875137 + Penalty 53737.232514 = -89514934.642623 nChanged 68 Iteration 329Q (4615.360618 sec): 42 clusters Score: Raw -89568682.186557 + Penalty 53737.232514 = -89514944.954043 nChanged 74 Iteration 330Q (4624.885784 sec): 42 clusters Score: Raw -89568684.370236 + Penalty 53737.232514 = -89514947.137722 nChanged 63 Iteration 331Q (4634.378440 sec): 42 clusters Score: Raw -89568685.433917 + Penalty 53737.232514 = -89514948.201403 nChanged 61 Iteration 332Q (4643.469158 sec): 42 clusters Score: Raw -89568686.099409 + Penalty 53737.232514 = -89514948.866895 nChanged 56 Iteration 333Q (4652.746106 sec): 42 clusters Score: Raw -89568686.824707 + Penalty 53737.232514 = -89514949.592194 nChanged 58 Iteration 334Q (4661.896998 sec): 42 clusters Score: Raw -89568687.621589 + Penalty 53737.232514 = -89514950.389076 nChanged 58 Iteration 335Q (4670.636613 sec): 42 clusters Score: Raw -89568688.416299 + Penalty 53737.232514 = -89514951.183785 nChanged 59 Iteration 336Q (4680.131443 sec): 42 clusters Score: Raw -89568689.225177 + Penalty 53737.232514 = -89514951.992663 nChanged 69 Iteration 337Q (4689.760061 sec): 42 clusters Score: Raw -89568690.244390 + Penalty 53737.232514 = -89514953.011876 nChanged 59 Iteration 338Q (4699.164204 sec): 42 clusters Score: Raw -89568690.960505 + Penalty 53737.232514 = -89514953.727991 nChanged 62 Writing temp clu file Because OldScore, -89514953.011876, is greater than current (better) Score,-89514953.727991 Compute initial score before splitting: Score: Raw -89568690.960505 + Penalty 53737.232514 = -89514953.727991 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4699.459023 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4699.514172 sec): 3 clusters Score: Raw -95033.882738 + Penalty 1299.906941 = -93733.975798 nChanged 312 SP:Iteration 1F (4699.561207 sec): 3 clusters Score: Raw -95251.906236 + Penalty 1299.906941 = -93951.999296 nChanged 76 SP:Iteration 2F (4699.593240 sec): 3 clusters Score: Raw -95312.058042 + Penalty 1299.906941 = -94012.151101 nChanged 52 SP:Iteration 3F (4699.647905 sec): 3 clusters Score: Raw -95350.072814 + Penalty 1299.906941 = -94050.165873 nChanged 28 SP:Iteration 4Q (4699.692394 sec): 3 clusters Score: Raw -95372.107896 + Penalty 1299.906941 = -94072.200956 nChanged 16 SP:Iteration 5Q (4699.739931 sec): 3 clusters Score: Raw -95389.764651 + Penalty 1299.906941 = -94089.857711 nChanged 13 SP:Iteration 6Q (4699.780013 sec): 3 clusters Score: Raw -95401.978870 + Penalty 1299.906941 = -94102.071929 nChanged 16 SP:Iteration 7Q (4699.811866 sec): 3 clusters Score: Raw -95412.612271 + Penalty 1299.906941 = -94112.705330 nChanged 11 SP:Iteration 8Q (4699.864661 sec): 3 clusters Score: Raw -95427.204978 + Penalty 1299.906941 = -94127.298038 nChanged 17 SP:Iteration 9Q (4699.904644 sec): 3 clusters Score: Raw -95438.053540 + Penalty 1299.906941 = -94138.146599 nChanged 19 SP:Iteration 10Q (4699.953048 sec): 3 clusters Score: Raw -95452.145570 + Penalty 1299.906941 = -94152.238630 nChanged 12 SP:Iteration 11Q (4700.000504 sec): 3 clusters Score: Raw -95456.832448 + Penalty 1299.906941 = -94156.925508 nChanged 10 SP:Iteration 12Q (4700.048070 sec): 3 clusters Score: Raw -95466.778626 + Penalty 1299.906941 = -94166.871685 nChanged 10 SP:Iteration 13Q (4700.098573 sec): 3 clusters Score: Raw -95471.848354 + Penalty 1299.906941 = -94171.941413 nChanged 9 SP:Iteration 14Q (4700.135083 sec): 3 clusters Score: Raw -95476.816274 + Penalty 1299.906941 = -94176.909334 nChanged 3 SP:Iteration 15Q (4700.184700 sec): 3 clusters Score: Raw -95478.844609 + Penalty 1299.906941 = -94178.937669 nChanged 3 SP:Iteration 16Q (4700.223702 sec): 3 clusters Score: Raw -95481.041399 + Penalty 1299.906941 = -94181.134458 nChanged 2 SP:Iteration 17Q (4700.269506 sec): 3 clusters Score: Raw -95481.954007 + Penalty 1299.906941 = -94182.047066 nChanged 3 SP:Iteration 18Q (4700.316297 sec): 3 clusters Score: Raw -95482.733236 + Penalty 1299.906941 = -94182.826295 nChanged 0 SP:Iteration 19F (4700.362641 sec): 3 clusters Score: Raw -95482.733236 + Penalty 1299.906941 = -94182.826295 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4700.389111 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4700.434384 sec): 3 clusters Score: Raw -388871.274203 + Penalty 1587.611508 = -387283.662695 nChanged 1793 SP:Iteration 1F (4700.490851 sec): 3 clusters Score: Raw -389839.189052 + Penalty 1587.611508 = -388251.577544 nChanged 271 SP:Iteration 2F (4700.541411 sec): 3 clusters Score: Raw -389988.671021 + Penalty 1587.611508 = -388401.059514 nChanged 233 SP:Iteration 3F (4700.592995 sec): 3 clusters Score: Raw -390104.286490 + Penalty 1587.611508 = -388516.674983 nChanged 198 SP:Iteration 4Q (4700.639510 sec): 3 clusters Score: Raw -390215.505342 + Penalty 1587.611508 = -388627.893834 nChanged 205 SP:Iteration 5Q (4700.690525 sec): 3 clusters Score: Raw -390315.450642 + Penalty 1587.611508 = -388727.839135 nChanged 167 SP:Iteration 6Q (4700.729580 sec): 3 clusters Score: Raw -390405.357950 + Penalty 1587.611508 = -388817.746443 nChanged 151 SP:Iteration 7Q (4700.777502 sec): 3 clusters Score: Raw -390471.599242 + Penalty 1587.611508 = -388883.987735 nChanged 154 SP:Iteration 8Q (4700.813549 sec): 3 clusters Score: Raw -390548.452658 + Penalty 1587.611508 = -388960.841150 nChanged 143 SP:Iteration 9Q (4700.863212 sec): 3 clusters Score: Raw -390610.695018 + Penalty 1587.611508 = -389023.083511 nChanged 130 SP:Iteration 10Q (4700.894917 sec): 3 clusters Score: Raw -390664.775502 + Penalty 1587.611508 = -389077.163995 nChanged 126 SP:Iteration 11Q (4700.936785 sec): 3 clusters Score: Raw -390725.549756 + Penalty 1587.611508 = -389137.938248 nChanged 129 SP:Iteration 12Q (4700.992196 sec): 3 clusters Score: Raw -390779.899207 + Penalty 1587.611508 = -389192.287699 nChanged 95 SP:Iteration 13Q (4701.042152 sec): 3 clusters Score: Raw -390814.619476 + Penalty 1587.611508 = -389227.007968 nChanged 86 SP:Iteration 14Q (4701.090034 sec): 3 clusters Score: Raw -390842.528517 + Penalty 1587.611508 = -389254.917010 nChanged 71 SP:Iteration 15Q (4701.143804 sec): 3 clusters Score: Raw -390871.069677 + Penalty 1587.611508 = -389283.458169 nChanged 68 SP:Iteration 16Q (4701.191668 sec): 3 clusters Score: Raw -390906.391521 + Penalty 1587.611508 = -389318.780013 nChanged 81 SP:Iteration 17Q (4701.241502 sec): 3 clusters Score: Raw -390953.802989 + Penalty 1587.611508 = -389366.191481 nChanged 97 SP:Iteration 18Q (4701.285064 sec): 3 clusters Score: Raw -390994.680803 + Penalty 1587.611508 = -389407.069295 nChanged 74 SP:Iteration 19Q (4701.340680 sec): 3 clusters Score: Raw -391021.153253 + Penalty 1587.611508 = -389433.541745 nChanged 65 SP:Iteration 20F (4701.379743 sec): 3 clusters Score: Raw -391042.904274 + Penalty 1587.611508 = -389455.292766 nChanged 53 SP:Iteration 21Q (4701.439427 sec): 3 clusters Score: Raw -391061.216648 + Penalty 1587.611508 = -389473.605141 nChanged 44 SP:Iteration 22Q (4701.480879 sec): 3 clusters Score: Raw -391074.476990 + Penalty 1587.611508 = -389486.865483 nChanged 37 SP:Iteration 23Q (4701.537781 sec): 3 clusters Score: Raw -391083.480092 + Penalty 1587.611508 = -389495.868585 nChanged 36 SP:Iteration 24Q (4701.590655 sec): 3 clusters Score: Raw -391094.597668 + Penalty 1587.611508 = -389506.986160 nChanged 34 SP:Iteration 25Q (4701.640829 sec): 3 clusters Score: Raw -391106.505036 + Penalty 1587.611508 = -389518.893528 nChanged 44 SP:Iteration 26Q (4701.690765 sec): 3 clusters Score: Raw -391121.678102 + Penalty 1587.611508 = -389534.066594 nChanged 39 SP:Iteration 27Q (4701.735735 sec): 3 clusters Score: Raw -391132.495225 + Penalty 1587.611508 = -389544.883717 nChanged 42 SP:Iteration 28Q (4701.796767 sec): 3 clusters Score: Raw -391142.953811 + Penalty 1587.611508 = -389555.342303 nChanged 42 SP:Iteration 29Q (4701.835652 sec): 3 clusters Score: Raw -391153.881028 + Penalty 1587.611508 = -389566.269520 nChanged 33 SP:Iteration 30Q (4701.894809 sec): 3 clusters Score: Raw -391162.781001 + Penalty 1587.611508 = -389575.169493 nChanged 27 SP:Iteration 31Q (4701.948729 sec): 3 clusters Score: Raw -391168.912289 + Penalty 1587.611508 = -389581.300781 nChanged 23 SP:Iteration 32Q (4701.997200 sec): 3 clusters Score: Raw -391173.528324 + Penalty 1587.611508 = -389585.916816 nChanged 19 SP:Iteration 33Q (4702.034428 sec): 3 clusters Score: Raw -391177.905931 + Penalty 1587.611508 = -389590.294423 nChanged 30 SP:Iteration 34Q (4702.066441 sec): 3 clusters Score: Raw -391184.959301 + Penalty 1587.611508 = -389597.347793 nChanged 30 SP:Iteration 35Q (4702.130493 sec): 3 clusters Score: Raw -391193.137765 + Penalty 1587.611508 = -389605.526257 nChanged 31 SP:Iteration 36Q (4702.175055 sec): 3 clusters Score: Raw -391201.427954 + Penalty 1587.611508 = -389613.816446 nChanged 22 SP:Iteration 37Q (4702.217321 sec): 3 clusters Score: Raw -391206.924314 + Penalty 1587.611508 = -389619.312806 nChanged 25 SP:Iteration 38Q (4702.273215 sec): 3 clusters Score: Raw -391213.157249 + Penalty 1587.611508 = -389625.545741 nChanged 25 SP:Iteration 39Q (4702.326064 sec): 3 clusters Score: Raw -391219.262349 + Penalty 1587.611508 = -389631.650841 nChanged 21 SP:Iteration 40F (4702.376935 sec): 3 clusters Score: Raw -391224.199808 + Penalty 1587.611508 = -389636.588300 nChanged 21 SP:Iteration 41Q (4702.427511 sec): 3 clusters Score: Raw -391230.038105 + Penalty 1587.611508 = -389642.426598 nChanged 18 SP:Iteration 42Q (4702.468410 sec): 3 clusters Score: Raw -391234.383482 + Penalty 1587.611508 = -389646.771974 nChanged 24 SP:Iteration 43Q (4702.510421 sec): 3 clusters Score: Raw -391240.079487 + Penalty 1587.611508 = -389652.467979 nChanged 26 SP:Iteration 44Q (4702.556969 sec): 3 clusters Score: Raw -391245.725967 + Penalty 1587.611508 = -389658.114460 nChanged 24 SP:Iteration 45Q (4702.613264 sec): 3 clusters Score: Raw -391251.463596 + Penalty 1587.611508 = -389663.852088 nChanged 24 SP:Iteration 46Q (4702.654143 sec): 3 clusters Score: Raw -391256.863280 + Penalty 1587.611508 = -389669.251773 nChanged 19 SP:Iteration 47Q (4702.710396 sec): 3 clusters Score: Raw -391262.149998 + Penalty 1587.611508 = -389674.538490 nChanged 19 SP:Iteration 48Q (4702.765617 sec): 3 clusters Score: Raw -391266.752835 + Penalty 1587.611508 = -389679.141327 nChanged 15 SP:Iteration 49Q (4702.806669 sec): 3 clusters Score: Raw -391269.838259 + Penalty 1587.611508 = -389682.226751 nChanged 11 SP:Iteration 50Q (4702.863571 sec): 3 clusters Score: Raw -391271.890781 + Penalty 1587.611508 = -389684.279273 nChanged 8 SP:Iteration 51Q (4702.909782 sec): 3 clusters Score: Raw -391273.386892 + Penalty 1587.611508 = -389685.775384 nChanged 9 SP:Iteration 52Q (4702.951917 sec): 3 clusters Score: Raw -391275.631291 + Penalty 1587.611508 = -389688.019783 nChanged 12 SP:Iteration 53Q (4702.998679 sec): 3 clusters Score: Raw -391279.188759 + Penalty 1587.611508 = -389691.577251 nChanged 18 SP:Iteration 54Q (4703.045091 sec): 3 clusters Score: Raw -391283.551028 + Penalty 1587.611508 = -389695.939520 nChanged 20 SP:Iteration 55Q (4703.096938 sec): 3 clusters Score: Raw -391286.926030 + Penalty 1587.611508 = -389699.314522 nChanged 12 SP:Iteration 56Q (4703.149908 sec): 3 clusters Score: Raw -391289.074456 + Penalty 1587.611508 = -389701.462948 nChanged 12 SP:Iteration 57Q (4703.203778 sec): 3 clusters Score: Raw -391290.930111 + Penalty 1587.611508 = -389703.318604 nChanged 7 SP:Iteration 58Q (4703.246671 sec): 3 clusters Score: Raw -391291.989859 + Penalty 1587.611508 = -389704.378351 nChanged 6 SP:Iteration 59Q (4703.299394 sec): 3 clusters Score: Raw -391292.985260 + Penalty 1587.611508 = -389705.373752 nChanged 6 SP:Iteration 60F (4703.344670 sec): 3 clusters Score: Raw -391294.020243 + Penalty 1587.611508 = -389706.408735 nChanged 5 SP:Iteration 61Q (4703.397417 sec): 3 clusters Score: Raw -391295.037795 + Penalty 1587.611508 = -389707.426287 nChanged 5 SP:Iteration 62Q (4703.450328 sec): 3 clusters Score: Raw -391295.724292 + Penalty 1587.611508 = -389708.112784 nChanged 4 SP:Iteration 63Q (4703.498188 sec): 3 clusters Score: Raw -391296.653472 + Penalty 1587.611508 = -389709.041964 nChanged 7 SP:Iteration 64Q (4703.551230 sec): 3 clusters Score: Raw -391298.584238 + Penalty 1587.611508 = -389710.972730 nChanged 9 SP:Iteration 65Q (4703.596096 sec): 3 clusters Score: Raw -391299.753320 + Penalty 1587.611508 = -389712.141812 nChanged 8 SP:Iteration 66Q (4703.648911 sec): 3 clusters Score: Raw -391300.698304 + Penalty 1587.611508 = -389713.086796 nChanged 6 SP:Iteration 67Q (4703.698436 sec): 3 clusters Score: Raw -391301.800921 + Penalty 1587.611508 = -389714.189414 nChanged 6 SP:Iteration 68Q (4703.733647 sec): 3 clusters Score: Raw -391303.021892 + Penalty 1587.611508 = -389715.410384 nChanged 7 SP:Iteration 69Q (4703.786114 sec): 3 clusters Score: Raw -391304.287736 + Penalty 1587.611508 = -389716.676228 nChanged 7 SP:Iteration 70Q (4703.843451 sec): 3 clusters Score: Raw -391305.093263 + Penalty 1587.611508 = -389717.481755 nChanged 4 SP:Iteration 71Q (4703.887641 sec): 3 clusters Score: Raw -391305.485679 + Penalty 1587.611508 = -389717.874171 nChanged 3 SP:Iteration 72Q (4703.938804 sec): 3 clusters Score: Raw -391306.007948 + Penalty 1587.611508 = -389718.396440 nChanged 2 SP:Iteration 73Q (4703.989683 sec): 3 clusters Score: Raw -391306.804085 + Penalty 1587.611508 = -389719.192577 nChanged 6 SP:Iteration 74Q (4704.042475 sec): 3 clusters Score: Raw -391309.543940 + Penalty 1587.611508 = -389721.932432 nChanged 8 SP:Iteration 75Q (4704.096277 sec): 3 clusters Score: Raw -391311.855795 + Penalty 1587.611508 = -389724.244287 nChanged 12 SP:Iteration 76Q (4704.147997 sec): 3 clusters Score: Raw -391313.994942 + Penalty 1587.611508 = -389726.383434 nChanged 6 SP:Iteration 77Q (4704.205561 sec): 3 clusters Score: Raw -391315.416635 + Penalty 1587.611508 = -389727.805127 nChanged 5 SP:Iteration 78Q (4704.256071 sec): 3 clusters Score: Raw -391316.141193 + Penalty 1587.611508 = -389728.529686 nChanged 3 SP:Iteration 79Q (4704.301202 sec): 3 clusters Score: Raw -391316.699114 + Penalty 1587.611508 = -389729.087606 nChanged 2 SP:Iteration 80F (4704.354115 sec): 3 clusters Score: Raw -391317.024871 + Penalty 1587.611508 = -389729.413363 nChanged 1 SP:Iteration 81Q (4704.405908 sec): 3 clusters Score: Raw -391317.375711 + Penalty 1587.611508 = -389729.764203 nChanged 5 SP:Iteration 82Q (4704.458406 sec): 3 clusters Score: Raw -391318.011052 + Penalty 1587.611508 = -389730.399544 nChanged 4 SP:Iteration 83Q (4704.510743 sec): 3 clusters Score: Raw -391319.289215 + Penalty 1587.611508 = -389731.677707 nChanged 2 SP:Iteration 84Q (4704.562115 sec): 3 clusters Score: Raw -391319.467355 + Penalty 1587.611508 = -389731.855847 nChanged 0 SP:Iteration 85F (4704.605932 sec): 3 clusters Score: Raw -391319.467355 + Penalty 1587.611508 = -389731.855847 nChanged 0 Trying to split cluster 3 (49383 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4704.688223 sec): 2 clusters Score: Raw -4387826.037517 + Penalty 1026.699344 = -4386799.338174 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4704.793648 sec): 3 clusters Score: Raw -4355823.494715 + Penalty 2053.398688 = -4353770.096028 nChanged 23572 SP:Iteration 1F (4704.897646 sec): 3 clusters Score: Raw -4369970.433839 + Penalty 2053.398688 = -4367917.035151 nChanged 2351 SP:Iteration 2Q (4705.006681 sec): 3 clusters Score: Raw -4370776.677426 + Penalty 2053.398688 = -4368723.278739 nChanged 2365 SP:Iteration 3Q (4705.118241 sec): 3 clusters Score: Raw -4371669.377250 + Penalty 2053.398688 = -4369615.978562 nChanged 2458 SP:Iteration 4Q (4705.220541 sec): 3 clusters Score: Raw -4372695.708461 + Penalty 2053.398688 = -4370642.309773 nChanged 2582 SP:Iteration 5F (4705.322079 sec): 3 clusters Score: Raw -4373949.517552 + Penalty 2053.398688 = -4371896.118865 nChanged 2744 SP:Iteration 6F (4705.428539 sec): 3 clusters Score: Raw -4375512.225832 + Penalty 2053.398688 = -4373458.827144 nChanged 2828 SP:Iteration 7F (4705.533623 sec): 3 clusters Score: Raw -4377329.685113 + Penalty 2053.398688 = -4375276.286425 nChanged 2706 SP:Iteration 8F (4705.636953 sec): 3 clusters Score: Raw -4379123.440100 + Penalty 2053.398688 = -4377070.041412 nChanged 2400 SP:Iteration 9Q (4705.744310 sec): 3 clusters Score: Raw -4380525.598190 + Penalty 2053.398688 = -4378472.199503 nChanged 1841 SP:Iteration 10Q (4705.845425 sec): 3 clusters Score: Raw -4381372.481989 + Penalty 2053.398688 = -4379319.083301 nChanged 1322 SP:Iteration 11Q (4705.958407 sec): 3 clusters Score: Raw -4381835.803815 + Penalty 2053.398688 = -4379782.405127 nChanged 912 SP:Iteration 12Q (4706.073359 sec): 3 clusters Score: Raw -4382113.455525 + Penalty 2053.398688 = -4380060.056837 nChanged 744 SP:Iteration 13Q (4706.183656 sec): 3 clusters Score: Raw -4382328.097783 + Penalty 2053.398688 = -4380274.699095 nChanged 659 SP:Iteration 14Q (4706.288689 sec): 3 clusters Score: Raw -4382514.117831 + Penalty 2053.398688 = -4380460.719143 nChanged 670 SP:Iteration 15Q (4706.403055 sec): 3 clusters Score: Raw -4382706.187532 + Penalty 2053.398688 = -4380652.788844 nChanged 633 SP:Iteration 16Q (4706.507919 sec): 3 clusters Score: Raw -4382894.471971 + Penalty 2053.398688 = -4380841.073283 nChanged 628 SP:Iteration 17Q (4706.621807 sec): 3 clusters Score: Raw -4383081.334855 + Penalty 2053.398688 = -4381027.936167 nChanged 590 SP:Iteration 18Q (4706.725000 sec): 3 clusters Score: Raw -4383238.356426 + Penalty 2053.398688 = -4381184.957739 nChanged 573 SP:Iteration 19Q (4706.846558 sec): 3 clusters Score: Raw -4383382.453389 + Penalty 2053.398688 = -4381329.054701 nChanged 503 SP:Iteration 20F (4706.947045 sec): 3 clusters Score: Raw -4383503.137087 + Penalty 2053.398688 = -4381449.738399 nChanged 470 SP:Iteration 21Q (4707.065238 sec): 3 clusters Score: Raw -4383616.579068 + Penalty 2053.398688 = -4381563.180380 nChanged 469 SP:Iteration 22Q (4707.166325 sec): 3 clusters Score: Raw -4383725.221934 + Penalty 2053.398688 = -4381671.823246 nChanged 483 SP:Iteration 23Q (4707.280400 sec): 3 clusters Score: Raw -4383836.741886 + Penalty 2053.398688 = -4381783.343198 nChanged 474 SP:Iteration 24Q (4707.386095 sec): 3 clusters Score: Raw -4383944.749063 + Penalty 2053.398688 = -4381891.350376 nChanged 461 SP:Iteration 25Q (4707.494390 sec): 3 clusters Score: Raw -4384042.242377 + Penalty 2053.398688 = -4381988.843690 nChanged 439 SP:Iteration 26Q (4707.594392 sec): 3 clusters Score: Raw -4384131.546564 + Penalty 2053.398688 = -4382078.147876 nChanged 421 SP:Iteration 27Q (4707.707256 sec): 3 clusters Score: Raw -4384216.570547 + Penalty 2053.398688 = -4382163.171860 nChanged 451 SP:Iteration 28Q (4707.810424 sec): 3 clusters Score: Raw -4384303.453482 + Penalty 2053.398688 = -4382250.054795 nChanged 430 SP:Iteration 29Q (4707.928988 sec): 3 clusters Score: Raw -4384386.871746 + Penalty 2053.398688 = -4382333.473058 nChanged 437 SP:Iteration 30Q (4708.028399 sec): 3 clusters Score: Raw -4384468.308049 + Penalty 2053.398688 = -4382414.909361 nChanged 451 SP:Iteration 31Q (4708.141477 sec): 3 clusters Score: Raw -4384557.757028 + Penalty 2053.398688 = -4382504.358340 nChanged 479 SP:Iteration 32Q (4708.244778 sec): 3 clusters Score: Raw -4384649.652533 + Penalty 2053.398688 = -4382596.253845 nChanged 459 SP:Iteration 33Q (4708.353516 sec): 3 clusters Score: Raw -4384739.311902 + Penalty 2053.398688 = -4382685.913214 nChanged 445 SP:Iteration 34Q (4708.467672 sec): 3 clusters Score: Raw -4384827.882824 + Penalty 2053.398688 = -4382774.484137 nChanged 442 SP:Iteration 35Q (4708.579002 sec): 3 clusters Score: Raw -4384923.193704 + Penalty 2053.398688 = -4382869.795017 nChanged 487 SP:Iteration 36Q (4708.670690 sec): 3 clusters Score: Raw -4385029.080171 + Penalty 2053.398688 = -4382975.681483 nChanged 464 SP:Iteration 37Q (4708.770886 sec): 3 clusters Score: Raw -4385129.676488 + Penalty 2053.398688 = -4383076.277800 nChanged 472 SP:Iteration 38Q (4708.868015 sec): 3 clusters Score: Raw -4385235.957834 + Penalty 2053.398688 = -4383182.559146 nChanged 493 SP:Iteration 39Q (4708.969654 sec): 3 clusters Score: Raw -4385357.164639 + Penalty 2053.398688 = -4383303.765951 nChanged 485 SP:Iteration 40F (4709.081223 sec): 3 clusters Score: Raw -4385471.289073 + Penalty 2053.398688 = -4383417.890385 nChanged 450 SP:Iteration 41Q (4709.184685 sec): 3 clusters Score: Raw -4385576.219393 + Penalty 2053.398688 = -4383522.820705 nChanged 419 SP:Iteration 42Q (4709.287701 sec): 3 clusters Score: Raw -4385670.833331 + Penalty 2053.398688 = -4383617.434644 nChanged 422 SP:Iteration 43Q (4709.401298 sec): 3 clusters Score: Raw -4385765.572263 + Penalty 2053.398688 = -4383712.173575 nChanged 422 SP:Iteration 44Q (4709.499418 sec): 3 clusters Score: Raw -4385862.355424 + Penalty 2053.398688 = -4383808.956737 nChanged 396 SP:Iteration 45Q (4709.617015 sec): 3 clusters Score: Raw -4385953.641632 + Penalty 2053.398688 = -4383900.242944 nChanged 396 SP:Iteration 46Q (4709.725485 sec): 3 clusters Score: Raw -4386043.393212 + Penalty 2053.398688 = -4383989.994524 nChanged 406 SP:Iteration 47Q (4709.832545 sec): 3 clusters Score: Raw -4386147.076247 + Penalty 2053.398688 = -4384093.677559 nChanged 409 SP:Iteration 48Q (4709.936169 sec): 3 clusters Score: Raw -4386266.719841 + Penalty 2053.398688 = -4384213.321153 nChanged 407 SP:Iteration 49Q (4710.032782 sec): 3 clusters Score: Raw -4386395.489100 + Penalty 2053.398688 = -4384342.090412 nChanged 386 SP:Iteration 50Q (4710.139184 sec): 3 clusters Score: Raw -4386523.926699 + Penalty 2053.398688 = -4384470.528011 nChanged 375 SP:Iteration 51Q (4710.259008 sec): 3 clusters Score: Raw -4386655.235323 + Penalty 2053.398688 = -4384601.836635 nChanged 351 SP:Iteration 52Q (4710.353766 sec): 3 clusters Score: Raw -4386772.819560 + Penalty 2053.398688 = -4384719.420872 nChanged 323 SP:Iteration 53Q (4710.467761 sec): 3 clusters Score: Raw -4386877.173033 + Penalty 2053.398688 = -4384823.774346 nChanged 297 SP:Iteration 54Q (4710.577806 sec): 3 clusters Score: Raw -4386968.232693 + Penalty 2053.398688 = -4384914.834005 nChanged 291 SP:Iteration 55Q (4710.672809 sec): 3 clusters Score: Raw -4387057.774716 + Penalty 2053.398688 = -4385004.376029 nChanged 266 SP:Iteration 56Q (4710.774471 sec): 3 clusters Score: Raw -4387139.425436 + Penalty 2053.398688 = -4385086.026748 nChanged 246 SP:Iteration 57Q (4710.871475 sec): 3 clusters Score: Raw -4387212.921526 + Penalty 2053.398688 = -4385159.522838 nChanged 236 SP:Iteration 58Q (4710.973566 sec): 3 clusters Score: Raw -4387283.390007 + Penalty 2053.398688 = -4385229.991319 nChanged 231 SP:Iteration 59Q (4711.082789 sec): 3 clusters Score: Raw -4387358.618295 + Penalty 2053.398688 = -4385305.219607 nChanged 231 SP:Iteration 60F (4711.191474 sec): 3 clusters Score: Raw -4387438.000507 + Penalty 2053.398688 = -4385384.601819 nChanged 223 SP:Iteration 61Q (4711.294433 sec): 3 clusters Score: Raw -4387522.054374 + Penalty 2053.398688 = -4385468.655686 nChanged 218 SP:Iteration 62Q (4711.406016 sec): 3 clusters Score: Raw -4387596.842618 + Penalty 2053.398688 = -4385543.443931 nChanged 216 SP:Iteration 63Q (4711.479486 sec): 3 clusters Score: Raw -4387679.110813 + Penalty 2053.398688 = -4385625.712126 nChanged 189 SP:Iteration 64Q (4711.583449 sec): 3 clusters Score: Raw -4387752.905667 + Penalty 2053.398688 = -4385699.506979 nChanged 163 SP:Iteration 65Q (4711.676503 sec): 3 clusters Score: Raw -4387814.234485 + Penalty 2053.398688 = -4385760.835797 nChanged 137 SP:Iteration 66Q (4711.780037 sec): 3 clusters Score: Raw -4387864.536062 + Penalty 2053.398688 = -4385811.137374 nChanged 114 SP:Iteration 67Q (4711.877834 sec): 3 clusters Score: Raw -4387901.773758 + Penalty 2053.398688 = -4385848.375070 nChanged 115 SP:Iteration 68Q (4711.977223 sec): 3 clusters Score: Raw -4387940.530602 + Penalty 2053.398688 = -4385887.131914 nChanged 94 SP:Iteration 69Q (4712.077331 sec): 3 clusters Score: Raw -4387971.143448 + Penalty 2053.398688 = -4385917.744760 nChanged 78 SP:Iteration 70Q (4712.176708 sec): 3 clusters Score: Raw -4387993.259169 + Penalty 2053.398688 = -4385939.860481 nChanged 75 SP:Iteration 71Q (4712.277327 sec): 3 clusters Score: Raw -4388014.383937 + Penalty 2053.398688 = -4385960.985249 nChanged 68 SP:Iteration 72Q (4712.369947 sec): 3 clusters Score: Raw -4388034.963407 + Penalty 2053.398688 = -4385981.564720 nChanged 56 SP:Iteration 73Q (4712.465103 sec): 3 clusters Score: Raw -4388052.433691 + Penalty 2053.398688 = -4385999.035003 nChanged 52 SP:Iteration 74Q (4712.564645 sec): 3 clusters Score: Raw -4388069.392503 + Penalty 2053.398688 = -4386015.993815 nChanged 41 SP:Iteration 75Q (4712.653577 sec): 3 clusters Score: Raw -4388082.368683 + Penalty 2053.398688 = -4386028.969996 nChanged 40 SP:Iteration 76Q (4712.753076 sec): 3 clusters Score: Raw -4388092.810198 + Penalty 2053.398688 = -4386039.411511 nChanged 28 SP:Iteration 77Q (4712.852152 sec): 3 clusters Score: Raw -4388100.819336 + Penalty 2053.398688 = -4386047.420649 nChanged 27 SP:Iteration 78Q (4712.951959 sec): 3 clusters Score: Raw -4388106.769588 + Penalty 2053.398688 = -4386053.370900 nChanged 17 SP:Iteration 79Q (4713.041434 sec): 3 clusters Score: Raw -4388111.238546 + Penalty 2053.398688 = -4386057.839858 nChanged 20 SP:Iteration 80F (4713.152360 sec): 3 clusters Score: Raw -4388115.512712 + Penalty 2053.398688 = -4386062.114024 nChanged 15 SP:Iteration 81Q (4713.243678 sec): 3 clusters Score: Raw -4388118.515119 + Penalty 2053.398688 = -4386065.116431 nChanged 16 SP:Iteration 82Q (4713.328291 sec): 3 clusters Score: Raw -4388121.330593 + Penalty 2053.398688 = -4386067.931905 nChanged 7 SP:Iteration 83Q (4713.419759 sec): 3 clusters Score: Raw -4388122.390670 + Penalty 2053.398688 = -4386068.991982 nChanged 7 SP:Iteration 84Q (4713.519281 sec): 3 clusters Score: Raw -4388123.407624 + Penalty 2053.398688 = -4386070.008936 nChanged 7 SP:Iteration 85Q (4713.609139 sec): 3 clusters Score: Raw -4388124.655805 + Penalty 2053.398688 = -4386071.257117 nChanged 4 SP:Iteration 86Q (4713.707482 sec): 3 clusters Score: Raw -4388126.190643 + Penalty 2053.398688 = -4386072.791955 nChanged 10 SP:Iteration 87Q (4713.804669 sec): 3 clusters Score: Raw -4388129.003271 + Penalty 2053.398688 = -4386075.604583 nChanged 14 SP:Iteration 88Q (4713.905056 sec): 3 clusters Score: Raw -4388132.037944 + Penalty 2053.398688 = -4386078.639256 nChanged 9 SP:Iteration 89Q (4714.003718 sec): 3 clusters Score: Raw -4388134.838506 + Penalty 2053.398688 = -4386081.439818 nChanged 13 SP:Iteration 90Q (4714.101071 sec): 3 clusters Score: Raw -4388137.664957 + Penalty 2053.398688 = -4386084.266269 nChanged 11 SP:Iteration 91Q (4714.199871 sec): 3 clusters Score: Raw -4388140.498310 + Penalty 2053.398688 = -4386087.099622 nChanged 7 SP:Iteration 92Q (4714.290814 sec): 3 clusters Score: Raw -4388142.489268 + Penalty 2053.398688 = -4386089.090580 nChanged 8 SP:Iteration 93Q (4714.354727 sec): 3 clusters Score: Raw -4388143.869104 + Penalty 2053.398688 = -4386090.470417 nChanged 9 SP:Iteration 94Q (4714.446357 sec): 3 clusters Score: Raw -4388146.031017 + Penalty 2053.398688 = -4386092.632329 nChanged 12 SP:Iteration 95Q (4714.558256 sec): 3 clusters Score: Raw -4388149.613305 + Penalty 2053.398688 = -4386096.214617 nChanged 8 SP:Iteration 96Q (4714.654108 sec): 3 clusters Score: Raw -4388151.912491 + Penalty 2053.398688 = -4386098.513803 nChanged 8 SP:Iteration 97Q (4714.747728 sec): 3 clusters Score: Raw -4388153.344597 + Penalty 2053.398688 = -4386099.945909 nChanged 8 SP:Iteration 98Q (4714.848677 sec): 3 clusters Score: Raw -4388154.574240 + Penalty 2053.398688 = -4386101.175552 nChanged 2 SP:Iteration 99Q (4714.947392 sec): 3 clusters Score: Raw -4388154.989836 + Penalty 2053.398688 = -4386101.591148 nChanged 1 SP:Iteration 100F (4715.046993 sec): 3 clusters Score: Raw -4388155.068642 + Penalty 2053.398688 = -4386101.669954 nChanged 0 Trying to split cluster 4 (18889 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4715.102873 sec): 2 clusters Score: Raw -1808775.106814 + Penalty 935.401827 = -1807839.704987 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4715.176555 sec): 3 clusters Score: Raw -1796948.899794 + Penalty 1870.803654 = -1795078.096140 nChanged 8781 SP:Iteration 1F (4715.239983 sec): 3 clusters Score: Raw -1802151.346316 + Penalty 1870.803654 = -1800280.542662 nChanged 1018 SP:Iteration 2F (4715.296589 sec): 3 clusters Score: Raw -1802655.190296 + Penalty 1870.803654 = -1800784.386642 nChanged 1091 SP:Iteration 3F (4715.333185 sec): 3 clusters Score: Raw -1803295.921028 + Penalty 1870.803654 = -1801425.117374 nChanged 1233 SP:Iteration 4F (4715.369642 sec): 3 clusters Score: Raw -1804152.530602 + Penalty 1870.803654 = -1802281.726948 nChanged 1284 SP:Iteration 5F (4715.439723 sec): 3 clusters Score: Raw -1805142.182402 + Penalty 1870.803654 = -1803271.378748 nChanged 1234 SP:Iteration 6F (4715.507990 sec): 3 clusters Score: Raw -1806155.002945 + Penalty 1870.803654 = -1804284.199291 nChanged 1069 SP:Iteration 7F (4715.579743 sec): 3 clusters Score: Raw -1807156.684810 + Penalty 1870.803654 = -1805285.881156 nChanged 761 SP:Iteration 8Q (4715.643009 sec): 3 clusters Score: Raw -1807938.190491 + Penalty 1870.803654 = -1806067.386837 nChanged 462 SP:Iteration 9Q (4715.711842 sec): 3 clusters Score: Raw -1808433.551293 + Penalty 1870.803654 = -1806562.747639 nChanged 297 SP:Iteration 10Q (4715.768497 sec): 3 clusters Score: Raw -1808721.233184 + Penalty 1870.803654 = -1806850.429530 nChanged 191 SP:Iteration 11Q (4715.829871 sec): 3 clusters Score: Raw -1808886.362796 + Penalty 1870.803654 = -1807015.559142 nChanged 125 SP:Iteration 12Q (4715.908325 sec): 3 clusters Score: Raw -1808989.850838 + Penalty 1870.803654 = -1807119.047184 nChanged 120 SP:Iteration 13Q (4715.976173 sec): 3 clusters Score: Raw -1809082.245693 + Penalty 1870.803654 = -1807211.442039 nChanged 84 SP:Iteration 14Q (4716.046783 sec): 3 clusters Score: Raw -1809130.142503 + Penalty 1870.803654 = -1807259.338849 nChanged 56 SP:Iteration 15Q (4716.108572 sec): 3 clusters Score: Raw -1809154.291088 + Penalty 1870.803654 = -1807283.487434 nChanged 35 SP:Iteration 16Q (4716.178621 sec): 3 clusters Score: Raw -1809169.429127 + Penalty 1870.803654 = -1807298.625473 nChanged 26 SP:Iteration 17Q (4716.255716 sec): 3 clusters Score: Raw -1809180.613697 + Penalty 1870.803654 = -1807309.810043 nChanged 17 SP:Iteration 18Q (4716.316772 sec): 3 clusters Score: Raw -1809184.304960 + Penalty 1870.803654 = -1807313.501306 nChanged 10 SP:Iteration 19Q (4716.393677 sec): 3 clusters Score: Raw -1809186.704093 + Penalty 1870.803654 = -1807315.900439 nChanged 5 SP:Iteration 20F (4716.455775 sec): 3 clusters Score: Raw -1809188.056411 + Penalty 1870.803654 = -1807317.252757 nChanged 11 SP:Iteration 21Q (4716.516302 sec): 3 clusters Score: Raw -1809190.767333 + Penalty 1870.803654 = -1807319.963679 nChanged 8 SP:Iteration 22Q (4716.586656 sec): 3 clusters Score: Raw -1809192.622705 + Penalty 1870.803654 = -1807321.819051 nChanged 4 SP:Iteration 23Q (4716.648889 sec): 3 clusters Score: Raw -1809193.568162 + Penalty 1870.803654 = -1807322.764508 nChanged 1 SP:Iteration 24Q (4716.716415 sec): 3 clusters Score: Raw -1809193.669079 + Penalty 1870.803654 = -1807322.865425 nChanged 1 SP:Iteration 25Q (4716.789642 sec): 3 clusters Score: Raw -1809193.783579 + Penalty 1870.803654 = -1807322.979925 nChanged 1 SP:Iteration 26Q (4716.853648 sec): 3 clusters Score: Raw -1809193.982085 + Penalty 1870.803654 = -1807323.178431 nChanged 1 SP:Iteration 27Q (4716.917211 sec): 3 clusters Score: Raw -1809194.161999 + Penalty 1870.803654 = -1807323.358345 nChanged 1 SP:Iteration 28Q (4716.972382 sec): 3 clusters Score: Raw -1809194.508080 + Penalty 1870.803654 = -1807323.704426 nChanged 1 SP:Iteration 29Q (4717.046764 sec): 3 clusters Score: Raw -1809194.670811 + Penalty 1870.803654 = -1807323.867157 nChanged 1 SP:Iteration 30Q (4717.115985 sec): 3 clusters Score: Raw -1809195.049779 + Penalty 1870.803654 = -1807324.246125 nChanged 2 SP:Iteration 31Q (4717.171746 sec): 3 clusters Score: Raw -1809195.391369 + Penalty 1870.803654 = -1807324.587715 nChanged 2 SP:Iteration 32Q (4717.240211 sec): 3 clusters Score: Raw -1809195.780029 + Penalty 1870.803654 = -1807324.976375 nChanged 2 SP:Iteration 33Q (4717.307180 sec): 3 clusters Score: Raw -1809196.321012 + Penalty 1870.803654 = -1807325.517358 nChanged 1 SP:Iteration 34Q (4717.370905 sec): 3 clusters Score: Raw -1809196.523333 + Penalty 1870.803654 = -1807325.719679 nChanged 0 SP:Iteration 35F (4717.439476 sec): 3 clusters Score: Raw -1809196.523333 + Penalty 1870.803654 = -1807325.719679 nChanged 0 Trying to split cluster 5 (2451 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4717.457251 sec): 2 clusters Score: Raw -227254.887319 + Penalty 741.403881 = -226513.483437 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4717.507013 sec): 3 clusters Score: Raw -226006.437831 + Penalty 1482.807763 = -224523.630068 nChanged 1011 SP:Iteration 1F (4717.559554 sec): 3 clusters Score: Raw -226603.737370 + Penalty 1482.807763 = -225120.929607 nChanged 186 SP:Iteration 2F (4717.613143 sec): 3 clusters Score: Raw -226696.042632 + Penalty 1482.807763 = -225213.234870 nChanged 114 SP:Iteration 3Q (4717.637195 sec): 3 clusters Score: Raw -226754.355896 + Penalty 1482.807763 = -225271.548133 nChanged 95 SP:Iteration 4Q (4717.646630 sec): 3 clusters Score: Raw -226803.736856 + Penalty 1482.807763 = -225320.929093 nChanged 84 SP:Iteration 5Q (4717.655584 sec): 3 clusters Score: Raw -226843.220999 + Penalty 1482.807763 = -225360.413236 nChanged 62 SP:Iteration 6Q (4717.664529 sec): 3 clusters Score: Raw -226869.407730 + Penalty 1482.807763 = -225386.599967 nChanged 48 SP:Iteration 7Q (4717.673654 sec): 3 clusters Score: Raw -226891.665569 + Penalty 1482.807763 = -225408.857806 nChanged 48 SP:Iteration 8Q (4717.682594 sec): 3 clusters Score: Raw -226910.741542 + Penalty 1482.807763 = -225427.933780 nChanged 40 SP:Iteration 9Q (4717.691662 sec): 3 clusters Score: Raw -226927.639077 + Penalty 1482.807763 = -225444.831314 nChanged 38 SP:Iteration 10Q (4717.700653 sec): 3 clusters Score: Raw -226943.948948 + Penalty 1482.807763 = -225461.141185 nChanged 29 SP:Iteration 11Q (4717.709710 sec): 3 clusters Score: Raw -226958.095618 + Penalty 1482.807763 = -225475.287856 nChanged 33 SP:Iteration 12Q (4717.718645 sec): 3 clusters Score: Raw -226972.918150 + Penalty 1482.807763 = -225490.110388 nChanged 36 SP:Iteration 13Q (4717.727690 sec): 3 clusters Score: Raw -226990.820099 + Penalty 1482.807763 = -225508.012337 nChanged 46 SP:Iteration 14Q (4717.738025 sec): 3 clusters Score: Raw -227019.772016 + Penalty 1482.807763 = -225536.964253 nChanged 52 SP:Iteration 15Q (4717.747422 sec): 3 clusters Score: Raw -227051.280845 + Penalty 1482.807763 = -225568.473082 nChanged 54 SP:Iteration 16Q (4717.756450 sec): 3 clusters Score: Raw -227084.953770 + Penalty 1482.807763 = -225602.146007 nChanged 52 SP:Iteration 17Q (4717.765470 sec): 3 clusters Score: Raw -227114.141955 + Penalty 1482.807763 = -225631.334192 nChanged 45 SP:Iteration 18Q (4717.774501 sec): 3 clusters Score: Raw -227137.588506 + Penalty 1482.807763 = -225654.780743 nChanged 44 SP:Iteration 19Q (4717.783496 sec): 3 clusters Score: Raw -227159.877992 + Penalty 1482.807763 = -225677.070229 nChanged 39 SP:Iteration 20F (4717.792530 sec): 3 clusters Score: Raw -227183.713395 + Penalty 1482.807763 = -225700.905632 nChanged 48 SP:Iteration 21Q (4717.801520 sec): 3 clusters Score: Raw -227212.088143 + Penalty 1482.807763 = -225729.280380 nChanged 31 SP:Iteration 22Q (4717.810353 sec): 3 clusters Score: Raw -227225.613196 + Penalty 1482.807763 = -225742.805433 nChanged 22 SP:Iteration 23Q (4717.819283 sec): 3 clusters Score: Raw -227232.479341 + Penalty 1482.807763 = -225749.671578 nChanged 19 SP:Iteration 24Q (4717.828186 sec): 3 clusters Score: Raw -227238.593649 + Penalty 1482.807763 = -225755.785886 nChanged 18 SP:Iteration 25Q (4717.837420 sec): 3 clusters Score: Raw -227244.687812 + Penalty 1482.807763 = -225761.880050 nChanged 15 SP:Iteration 26Q (4717.846679 sec): 3 clusters Score: Raw -227247.891403 + Penalty 1482.807763 = -225765.083640 nChanged 9 SP:Iteration 27Q (4717.855598 sec): 3 clusters Score: Raw -227250.769166 + Penalty 1482.807763 = -225767.961403 nChanged 6 SP:Iteration 28Q (4717.864502 sec): 3 clusters Score: Raw -227252.471771 + Penalty 1482.807763 = -225769.664008 nChanged 9 SP:Iteration 29Q (4717.873419 sec): 3 clusters Score: Raw -227254.508924 + Penalty 1482.807763 = -225771.701162 nChanged 8 SP:Iteration 30Q (4717.882304 sec): 3 clusters Score: Raw -227257.570287 + Penalty 1482.807763 = -225774.762524 nChanged 11 SP:Iteration 31Q (4717.891202 sec): 3 clusters Score: Raw -227261.509466 + Penalty 1482.807763 = -225778.701703 nChanged 4 SP:Iteration 32Q (4717.900119 sec): 3 clusters Score: Raw -227262.831385 + Penalty 1482.807763 = -225780.023623 nChanged 5 SP:Iteration 33Q (4717.908880 sec): 3 clusters Score: Raw -227263.889356 + Penalty 1482.807763 = -225781.081593 nChanged 6 SP:Iteration 34Q (4717.917790 sec): 3 clusters Score: Raw -227265.497178 + Penalty 1482.807763 = -225782.689415 nChanged 6 SP:Iteration 35Q (4717.926673 sec): 3 clusters Score: Raw -227266.821021 + Penalty 1482.807763 = -225784.013258 nChanged 2 SP:Iteration 36Q (4717.935713 sec): 3 clusters Score: Raw -227267.581033 + Penalty 1482.807763 = -225784.773270 nChanged 3 SP:Iteration 37Q (4717.944903 sec): 3 clusters Score: Raw -227268.301932 + Penalty 1482.807763 = -225785.494170 nChanged 4 SP:Iteration 38Q (4717.953775 sec): 3 clusters Score: Raw -227269.002956 + Penalty 1482.807763 = -225786.195193 nChanged 3 SP:Iteration 39Q (4717.962722 sec): 3 clusters Score: Raw -227269.675780 + Penalty 1482.807763 = -225786.868017 nChanged 4 SP:Iteration 40F (4717.971742 sec): 3 clusters Score: Raw -227270.933301 + Penalty 1482.807763 = -225788.125538 nChanged 4 SP:Iteration 41Q (4717.980672 sec): 3 clusters Score: Raw -227271.471170 + Penalty 1482.807763 = -225788.663407 nChanged 1 SP:Iteration 42Q (4717.989554 sec): 3 clusters Score: Raw -227271.886129 + Penalty 1482.807763 = -225789.078366 nChanged 0 SP:Iteration 43F (4717.998600 sec): 3 clusters Score: Raw -227271.886129 + Penalty 1482.807763 = -225789.078366 nChanged 0 Trying to split cluster 6 (49432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4718.091305 sec): 2 clusters Score: Raw -4589392.218081 + Penalty 1026.793560 = -4588365.424521 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4718.202414 sec): 3 clusters Score: Raw -4557320.612063 + Penalty 2053.587121 = -4555267.024942 nChanged 23616 SP:Iteration 1F (4718.312990 sec): 3 clusters Score: Raw -4571750.747506 + Penalty 2053.587121 = -4569697.160386 nChanged 2625 SP:Iteration 2F (4718.414031 sec): 3 clusters Score: Raw -4573117.484309 + Penalty 2053.587121 = -4571063.897189 nChanged 2948 SP:Iteration 3F (4718.520704 sec): 3 clusters Score: Raw -4575098.873879 + Penalty 2053.587121 = -4573045.286758 nChanged 3275 SP:Iteration 4F (4718.630749 sec): 3 clusters Score: Raw -4577675.842793 + Penalty 2053.587121 = -4575622.255672 nChanged 3150 SP:Iteration 5F (4718.742014 sec): 3 clusters Score: Raw -4580234.198587 + Penalty 2053.587121 = -4578180.611466 nChanged 2759 SP:Iteration 6F (4718.837515 sec): 3 clusters Score: Raw -4582258.274841 + Penalty 2053.587121 = -4580204.687720 nChanged 2177 SP:Iteration 7Q (4718.945849 sec): 3 clusters Score: Raw -4583597.061312 + Penalty 2053.587121 = -4581543.474192 nChanged 1624 SP:Iteration 8Q (4719.054362 sec): 3 clusters Score: Raw -4584389.126050 + Penalty 2053.587121 = -4582335.538929 nChanged 1242 SP:Iteration 9Q (4719.165213 sec): 3 clusters Score: Raw -4584948.065465 + Penalty 2053.587121 = -4582894.478344 nChanged 1117 SP:Iteration 10Q (4719.260914 sec): 3 clusters Score: Raw -4585451.462674 + Penalty 2053.587121 = -4583397.875554 nChanged 1064 SP:Iteration 11Q (4719.364708 sec): 3 clusters Score: Raw -4585939.089829 + Penalty 2053.587121 = -4583885.502709 nChanged 1005 SP:Iteration 12Q (4719.467923 sec): 3 clusters Score: Raw -4586433.494637 + Penalty 2053.587121 = -4584379.907516 nChanged 943 SP:Iteration 13Q (4719.567073 sec): 3 clusters Score: Raw -4586956.341019 + Penalty 2053.587121 = -4584902.753899 nChanged 910 SP:Iteration 14Q (4719.667927 sec): 3 clusters Score: Raw -4587511.580220 + Penalty 2053.587121 = -4585457.993100 nChanged 819 SP:Iteration 15Q (4719.773996 sec): 3 clusters Score: Raw -4588030.289894 + Penalty 2053.587121 = -4585976.702774 nChanged 657 SP:Iteration 16Q (4719.877230 sec): 3 clusters Score: Raw -4588447.666299 + Penalty 2053.587121 = -4586394.079178 nChanged 475 SP:Iteration 17Q (4719.968483 sec): 3 clusters Score: Raw -4588737.360774 + Penalty 2053.587121 = -4586683.773653 nChanged 347 SP:Iteration 18Q (4720.064295 sec): 3 clusters Score: Raw -4588932.173114 + Penalty 2053.587121 = -4586878.585993 nChanged 294 SP:Iteration 19Q (4720.160308 sec): 3 clusters Score: Raw -4589100.645353 + Penalty 2053.587121 = -4587047.058233 nChanged 229 SP:Iteration 20F (4720.266378 sec): 3 clusters Score: Raw -4589242.674180 + Penalty 2053.587121 = -4587189.087059 nChanged 173 SP:Iteration 21Q (4720.349887 sec): 3 clusters Score: Raw -4589343.277467 + Penalty 2053.587121 = -4587289.690346 nChanged 120 SP:Iteration 22Q (4720.446552 sec): 3 clusters Score: Raw -4589405.414434 + Penalty 2053.587121 = -4587351.827313 nChanged 84 SP:Iteration 23Q (4720.536959 sec): 3 clusters Score: Raw -4589441.113590 + Penalty 2053.587121 = -4587387.526470 nChanged 58 SP:Iteration 24Q (4720.631716 sec): 3 clusters Score: Raw -4589465.311437 + Penalty 2053.587121 = -4587411.724317 nChanged 58 SP:Iteration 25Q (4720.726324 sec): 3 clusters Score: Raw -4589491.647346 + Penalty 2053.587121 = -4587438.060225 nChanged 47 SP:Iteration 26Q (4720.814363 sec): 3 clusters Score: Raw -4589515.815887 + Penalty 2053.587121 = -4587462.228766 nChanged 37 SP:Iteration 27Q (4720.908816 sec): 3 clusters Score: Raw -4589534.496758 + Penalty 2053.587121 = -4587480.909638 nChanged 34 SP:Iteration 28Q (4720.995636 sec): 3 clusters Score: Raw -4589554.132351 + Penalty 2053.587121 = -4587500.545231 nChanged 26 SP:Iteration 29Q (4721.080789 sec): 3 clusters Score: Raw -4589564.733360 + Penalty 2053.587121 = -4587511.146239 nChanged 20 SP:Iteration 30Q (4721.172562 sec): 3 clusters Score: Raw -4589572.747997 + Penalty 2053.587121 = -4587519.160876 nChanged 16 SP:Iteration 31Q (4721.264602 sec): 3 clusters Score: Raw -4589578.947832 + Penalty 2053.587121 = -4587525.360711 nChanged 8 SP:Iteration 32Q (4721.359280 sec): 3 clusters Score: Raw -4589582.638413 + Penalty 2053.587121 = -4587529.051292 nChanged 8 SP:Iteration 33Q (4721.459292 sec): 3 clusters Score: Raw -4589586.424365 + Penalty 2053.587121 = -4587532.837245 nChanged 6 SP:Iteration 34Q (4721.558015 sec): 3 clusters Score: Raw -4589589.377137 + Penalty 2053.587121 = -4587535.790016 nChanged 10 SP:Iteration 35Q (4721.656336 sec): 3 clusters Score: Raw -4589593.708476 + Penalty 2053.587121 = -4587540.121356 nChanged 5 SP:Iteration 36Q (4721.755176 sec): 3 clusters Score: Raw -4589596.640233 + Penalty 2053.587121 = -4587543.053112 nChanged 6 SP:Iteration 37Q (4721.850316 sec): 3 clusters Score: Raw -4589600.562554 + Penalty 2053.587121 = -4587546.975433 nChanged 7 SP:Iteration 38Q (4721.953191 sec): 3 clusters Score: Raw -4589602.817112 + Penalty 2053.587121 = -4587549.229991 nChanged 4 SP:Iteration 39Q (4722.048837 sec): 3 clusters Score: Raw -4589604.085629 + Penalty 2053.587121 = -4587550.498509 nChanged 5 SP:Iteration 40F (4722.149027 sec): 3 clusters Score: Raw -4589605.844203 + Penalty 2053.587121 = -4587552.257082 nChanged 2 SP:Iteration 41Q (4722.250173 sec): 3 clusters Score: Raw -4589606.266186 + Penalty 2053.587121 = -4587552.679065 nChanged 3 SP:Iteration 42Q (4722.344012 sec): 3 clusters Score: Raw -4589606.937657 + Penalty 2053.587121 = -4587553.350536 nChanged 2 SP:Iteration 43Q (4722.416416 sec): 3 clusters Score: Raw -4589607.429217 + Penalty 2053.587121 = -4587553.842096 nChanged 2 SP:Iteration 44Q (4722.492768 sec): 3 clusters Score: Raw -4589608.157141 + Penalty 2053.587121 = -4587554.570020 nChanged 1 SP:Iteration 45Q (4722.586183 sec): 3 clusters Score: Raw -4589608.341976 + Penalty 2053.587121 = -4587554.754855 nChanged 1 SP:Iteration 46Q (4722.692207 sec): 3 clusters Score: Raw -4589608.763044 + Penalty 2053.587121 = -4587555.175923 nChanged 0 SP:Iteration 47F (4722.802353 sec): 3 clusters Score: Raw -4589608.763044 + Penalty 2053.587121 = -4587555.175923 nChanged 0 Trying to split cluster 7 (22691 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4722.856374 sec): 2 clusters Score: Raw -2103697.606195 + Penalty 952.823747 = -2102744.782449 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4722.934553 sec): 3 clusters Score: Raw -2089440.425332 + Penalty 1905.647493 = -2087534.777839 nChanged 10548 SP:Iteration 1F (4723.012606 sec): 3 clusters Score: Raw -2095512.853033 + Penalty 1905.647493 = -2093607.205540 nChanged 1194 SP:Iteration 2F (4723.089217 sec): 3 clusters Score: Raw -2096021.259309 + Penalty 1905.647493 = -2094115.611816 nChanged 1161 SP:Iteration 3F (4723.159072 sec): 3 clusters Score: Raw -2096601.526303 + Penalty 1905.647493 = -2094695.878809 nChanged 1182 SP:Iteration 4F (4723.232772 sec): 3 clusters Score: Raw -2097216.402271 + Penalty 1905.647493 = -2095310.754777 nChanged 1212 SP:Iteration 5F (4723.301273 sec): 3 clusters Score: Raw -2097921.211216 + Penalty 1905.647493 = -2096015.563723 nChanged 1178 SP:Iteration 6F (4723.385589 sec): 3 clusters Score: Raw -2098655.155135 + Penalty 1905.647493 = -2096749.507642 nChanged 1177 SP:Iteration 7F (4723.447778 sec): 3 clusters Score: Raw -2099419.248841 + Penalty 1905.647493 = -2097513.601347 nChanged 1116 SP:Iteration 8Q (4723.520939 sec): 3 clusters Score: Raw -2100147.009655 + Penalty 1905.647493 = -2098241.362162 nChanged 1014 SP:Iteration 9Q (4723.601137 sec): 3 clusters Score: Raw -2100801.163224 + Penalty 1905.647493 = -2098895.515731 nChanged 941 SP:Iteration 10Q (4723.672987 sec): 3 clusters Score: Raw -2101416.166418 + Penalty 1905.647493 = -2099510.518925 nChanged 811 SP:Iteration 11Q (4723.753433 sec): 3 clusters Score: Raw -2101928.593879 + Penalty 1905.647493 = -2100022.946386 nChanged 727 SP:Iteration 12Q (4723.782704 sec): 3 clusters Score: Raw -2102413.740420 + Penalty 1905.647493 = -2100508.092927 nChanged 617 SP:Iteration 13Q (4723.867056 sec): 3 clusters Score: Raw -2102811.927983 + Penalty 1905.647493 = -2100906.280490 nChanged 488 SP:Iteration 14Q (4723.923835 sec): 3 clusters Score: Raw -2103123.635300 + Penalty 1905.647493 = -2101217.987807 nChanged 348 SP:Iteration 15Q (4723.988994 sec): 3 clusters Score: Raw -2103330.205289 + Penalty 1905.647493 = -2101424.557795 nChanged 250 SP:Iteration 16Q (4724.057334 sec): 3 clusters Score: Raw -2103484.348467 + Penalty 1905.647493 = -2101578.700974 nChanged 175 SP:Iteration 17Q (4724.128539 sec): 3 clusters Score: Raw -2103587.752044 + Penalty 1905.647493 = -2101682.104550 nChanged 130 SP:Iteration 18Q (4724.198151 sec): 3 clusters Score: Raw -2103659.661587 + Penalty 1905.647493 = -2101754.014094 nChanged 74 SP:Iteration 19Q (4724.260519 sec): 3 clusters Score: Raw -2103702.501402 + Penalty 1905.647493 = -2101796.853909 nChanged 53 SP:Iteration 20F (4724.340815 sec): 3 clusters Score: Raw -2103736.383892 + Penalty 1905.647493 = -2101830.736399 nChanged 45 SP:Iteration 21Q (4724.413937 sec): 3 clusters Score: Raw -2103766.463591 + Penalty 1905.647493 = -2101860.816098 nChanged 37 SP:Iteration 22Q (4724.483880 sec): 3 clusters Score: Raw -2103790.428764 + Penalty 1905.647493 = -2101884.781270 nChanged 32 SP:Iteration 23Q (4724.550483 sec): 3 clusters Score: Raw -2103811.991703 + Penalty 1905.647493 = -2101906.344209 nChanged 21 SP:Iteration 24Q (4724.620206 sec): 3 clusters Score: Raw -2103826.826697 + Penalty 1905.647493 = -2101921.179204 nChanged 19 SP:Iteration 25Q (4724.691480 sec): 3 clusters Score: Raw -2103845.948228 + Penalty 1905.647493 = -2101940.300735 nChanged 17 SP:Iteration 26Q (4724.760978 sec): 3 clusters Score: Raw -2103856.889092 + Penalty 1905.647493 = -2101951.241599 nChanged 14 SP:Iteration 27Q (4724.831515 sec): 3 clusters Score: Raw -2103868.222934 + Penalty 1905.647493 = -2101962.575440 nChanged 11 SP:Iteration 28Q (4724.902772 sec): 3 clusters Score: Raw -2103876.714411 + Penalty 1905.647493 = -2101971.066918 nChanged 8 SP:Iteration 29Q (4724.976299 sec): 3 clusters Score: Raw -2103884.420856 + Penalty 1905.647493 = -2101978.773363 nChanged 4 SP:Iteration 30Q (4725.047751 sec): 3 clusters Score: Raw -2103889.783334 + Penalty 1905.647493 = -2101984.135841 nChanged 4 SP:Iteration 31Q (4725.117374 sec): 3 clusters Score: Raw -2103892.839240 + Penalty 1905.647493 = -2101987.191746 nChanged 4 SP:Iteration 32Q (4725.187274 sec): 3 clusters Score: Raw -2103895.466742 + Penalty 1905.647493 = -2101989.819249 nChanged 3 SP:Iteration 33Q (4725.254608 sec): 3 clusters Score: Raw -2103898.092685 + Penalty 1905.647493 = -2101992.445192 nChanged 1 SP:Iteration 34Q (4725.321996 sec): 3 clusters Score: Raw -2103898.465115 + Penalty 1905.647493 = -2101992.817622 nChanged 0 SP:Iteration 35F (4725.398069 sec): 3 clusters Score: Raw -2103898.465115 + Penalty 1905.647493 = -2101992.817622 nChanged 0 Trying to split cluster 8 (15005 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4725.447422 sec): 2 clusters Score: Raw -1425077.152803 + Penalty 913.533182 = -1424163.619621 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4725.515399 sec): 3 clusters Score: Raw -1415917.796563 + Penalty 1827.066364 = -1414090.730199 nChanged 6873 SP:Iteration 1F (4725.583001 sec): 3 clusters Score: Raw -1419620.896401 + Penalty 1827.066364 = -1417793.830037 nChanged 761 SP:Iteration 2F (4725.641369 sec): 3 clusters Score: Raw -1419927.430147 + Penalty 1827.066364 = -1418100.363783 nChanged 806 SP:Iteration 3F (4725.718462 sec): 3 clusters Score: Raw -1420259.700183 + Penalty 1827.066364 = -1418432.633819 nChanged 796 SP:Iteration 4F (4725.777211 sec): 3 clusters Score: Raw -1420626.561232 + Penalty 1827.066364 = -1418799.494868 nChanged 830 SP:Iteration 5F (4725.846127 sec): 3 clusters Score: Raw -1421059.896005 + Penalty 1827.066364 = -1419232.829641 nChanged 877 SP:Iteration 6F (4725.899750 sec): 3 clusters Score: Raw -1421610.852187 + Penalty 1827.066364 = -1419783.785823 nChanged 920 SP:Iteration 7F (4725.965183 sec): 3 clusters Score: Raw -1422308.397646 + Penalty 1827.066364 = -1420481.331282 nChanged 863 SP:Iteration 8F (4726.032452 sec): 3 clusters Score: Raw -1422980.719706 + Penalty 1827.066364 = -1421153.653342 nChanged 694 SP:Iteration 9Q (4726.099515 sec): 3 clusters Score: Raw -1423542.131481 + Penalty 1827.066364 = -1421715.065117 nChanged 555 SP:Iteration 10Q (4726.161405 sec): 3 clusters Score: Raw -1423924.288635 + Penalty 1827.066364 = -1422097.222271 nChanged 390 SP:Iteration 11Q (4726.223757 sec): 3 clusters Score: Raw -1424155.946518 + Penalty 1827.066364 = -1422328.880154 nChanged 301 SP:Iteration 12Q (4726.285216 sec): 3 clusters Score: Raw -1424309.660601 + Penalty 1827.066364 = -1422482.594237 nChanged 242 SP:Iteration 13Q (4726.351368 sec): 3 clusters Score: Raw -1424418.334829 + Penalty 1827.066364 = -1422591.268465 nChanged 192 SP:Iteration 14Q (4726.412236 sec): 3 clusters Score: Raw -1424495.775360 + Penalty 1827.066364 = -1422668.708996 nChanged 164 SP:Iteration 15Q (4726.464483 sec): 3 clusters Score: Raw -1424565.498636 + Penalty 1827.066364 = -1422738.432272 nChanged 141 SP:Iteration 16Q (4726.512785 sec): 3 clusters Score: Raw -1424620.696391 + Penalty 1827.066364 = -1422793.630027 nChanged 119 SP:Iteration 17Q (4726.577800 sec): 3 clusters Score: Raw -1424661.686941 + Penalty 1827.066364 = -1422834.620577 nChanged 103 SP:Iteration 18Q (4726.651447 sec): 3 clusters Score: Raw -1424693.661415 + Penalty 1827.066364 = -1422866.595051 nChanged 101 SP:Iteration 19Q (4726.707465 sec): 3 clusters Score: Raw -1424721.373045 + Penalty 1827.066364 = -1422894.306681 nChanged 95 SP:Iteration 20F (4726.774443 sec): 3 clusters Score: Raw -1424750.216283 + Penalty 1827.066364 = -1422923.149919 nChanged 100 SP:Iteration 21Q (4726.839118 sec): 3 clusters Score: Raw -1424779.562930 + Penalty 1827.066364 = -1422952.496566 nChanged 97 SP:Iteration 22Q (4726.903878 sec): 3 clusters Score: Raw -1424808.358890 + Penalty 1827.066364 = -1422981.292526 nChanged 84 SP:Iteration 23Q (4726.968631 sec): 3 clusters Score: Raw -1424830.915326 + Penalty 1827.066364 = -1423003.848962 nChanged 68 SP:Iteration 24Q (4727.027320 sec): 3 clusters Score: Raw -1424847.325994 + Penalty 1827.066364 = -1423020.259630 nChanged 70 SP:Iteration 25Q (4727.083121 sec): 3 clusters Score: Raw -1424865.072016 + Penalty 1827.066364 = -1423038.005652 nChanged 73 SP:Iteration 26Q (4727.142546 sec): 3 clusters Score: Raw -1424883.563945 + Penalty 1827.066364 = -1423056.497581 nChanged 81 SP:Iteration 27Q (4727.206616 sec): 3 clusters Score: Raw -1424906.979009 + Penalty 1827.066364 = -1423079.912645 nChanged 80 SP:Iteration 28Q (4727.256891 sec): 3 clusters Score: Raw -1424932.595964 + Penalty 1827.066364 = -1423105.529600 nChanged 79 SP:Iteration 29Q (4727.323852 sec): 3 clusters Score: Raw -1424956.400901 + Penalty 1827.066364 = -1423129.334537 nChanged 74 SP:Iteration 30Q (4727.394369 sec): 3 clusters Score: Raw -1424983.466168 + Penalty 1827.066364 = -1423156.399804 nChanged 74 SP:Iteration 31Q (4727.463234 sec): 3 clusters Score: Raw -1425016.146816 + Penalty 1827.066364 = -1423189.080452 nChanged 91 SP:Iteration 32Q (4727.530320 sec): 3 clusters Score: Raw -1425059.011507 + Penalty 1827.066364 = -1423231.945143 nChanged 83 SP:Iteration 33Q (4727.593994 sec): 3 clusters Score: Raw -1425091.635114 + Penalty 1827.066364 = -1423264.568750 nChanged 64 SP:Iteration 34Q (4727.651668 sec): 3 clusters Score: Raw -1425113.978725 + Penalty 1827.066364 = -1423286.912361 nChanged 57 SP:Iteration 35Q (4727.715347 sec): 3 clusters Score: Raw -1425135.288459 + Penalty 1827.066364 = -1423308.222095 nChanged 66 SP:Iteration 36Q (4727.777566 sec): 3 clusters Score: Raw -1425163.935902 + Penalty 1827.066364 = -1423336.869538 nChanged 59 SP:Iteration 37Q (4727.830667 sec): 3 clusters Score: Raw -1425190.368702 + Penalty 1827.066364 = -1423363.302338 nChanged 44 SP:Iteration 38Q (4727.886706 sec): 3 clusters Score: Raw -1425206.625474 + Penalty 1827.066364 = -1423379.559110 nChanged 41 SP:Iteration 39Q (4727.947283 sec): 3 clusters Score: Raw -1425224.699204 + Penalty 1827.066364 = -1423397.632840 nChanged 39 SP:Iteration 40F (4728.004264 sec): 3 clusters Score: Raw -1425236.304712 + Penalty 1827.066364 = -1423409.238348 nChanged 37 SP:Iteration 41Q (4728.067556 sec): 3 clusters Score: Raw -1425250.659224 + Penalty 1827.066364 = -1423423.592860 nChanged 38 SP:Iteration 42Q (4728.130788 sec): 3 clusters Score: Raw -1425264.383914 + Penalty 1827.066364 = -1423437.317550 nChanged 29 SP:Iteration 43Q (4728.182486 sec): 3 clusters Score: Raw -1425273.935785 + Penalty 1827.066364 = -1423446.869421 nChanged 23 SP:Iteration 44Q (4728.239205 sec): 3 clusters Score: Raw -1425281.581695 + Penalty 1827.066364 = -1423454.515331 nChanged 24 SP:Iteration 45Q (4728.302494 sec): 3 clusters Score: Raw -1425292.337518 + Penalty 1827.066364 = -1423465.271154 nChanged 27 SP:Iteration 46Q (4728.375594 sec): 3 clusters Score: Raw -1425306.010570 + Penalty 1827.066364 = -1423478.944206 nChanged 30 SP:Iteration 47Q (4728.426396 sec): 3 clusters Score: Raw -1425319.834591 + Penalty 1827.066364 = -1423492.768227 nChanged 23 SP:Iteration 48Q (4728.489445 sec): 3 clusters Score: Raw -1425329.929427 + Penalty 1827.066364 = -1423502.863063 nChanged 19 SP:Iteration 49Q (4728.549156 sec): 3 clusters Score: Raw -1425338.319691 + Penalty 1827.066364 = -1423511.253327 nChanged 16 SP:Iteration 50Q (4728.612528 sec): 3 clusters Score: Raw -1425345.335267 + Penalty 1827.066364 = -1423518.268903 nChanged 15 SP:Iteration 51Q (4728.676131 sec): 3 clusters Score: Raw -1425353.562144 + Penalty 1827.066364 = -1423526.495780 nChanged 13 SP:Iteration 52Q (4728.739306 sec): 3 clusters Score: Raw -1425360.960578 + Penalty 1827.066364 = -1423533.894214 nChanged 9 SP:Iteration 53Q (4728.802380 sec): 3 clusters Score: Raw -1425365.465758 + Penalty 1827.066364 = -1423538.399394 nChanged 16 SP:Iteration 54Q (4728.865249 sec): 3 clusters Score: Raw -1425372.326384 + Penalty 1827.066364 = -1423545.260020 nChanged 9 SP:Iteration 55Q (4728.928008 sec): 3 clusters Score: Raw -1425375.632947 + Penalty 1827.066364 = -1423548.566583 nChanged 5 SP:Iteration 56Q (4728.990520 sec): 3 clusters Score: Raw -1425377.363993 + Penalty 1827.066364 = -1423550.297629 nChanged 3 SP:Iteration 57Q (4729.053226 sec): 3 clusters Score: Raw -1425378.640984 + Penalty 1827.066364 = -1423551.574620 nChanged 4 SP:Iteration 58Q (4729.115971 sec): 3 clusters Score: Raw -1425380.762938 + Penalty 1827.066364 = -1423553.696574 nChanged 3 SP:Iteration 59Q (4729.178116 sec): 3 clusters Score: Raw -1425381.395838 + Penalty 1827.066364 = -1423554.329474 nChanged 3 SP:Iteration 60F (4729.246357 sec): 3 clusters Score: Raw -1425381.897487 + Penalty 1827.066364 = -1423554.831123 nChanged 3 SP:Iteration 61Q (4729.309563 sec): 3 clusters Score: Raw -1425382.944101 + Penalty 1827.066364 = -1423555.877737 nChanged 4 SP:Iteration 62Q (4729.372565 sec): 3 clusters Score: Raw -1425384.047614 + Penalty 1827.066364 = -1423556.981250 nChanged 8 SP:Iteration 63Q (4729.433286 sec): 3 clusters Score: Raw -1425386.960432 + Penalty 1827.066364 = -1423559.894068 nChanged 9 SP:Iteration 64Q (4729.481959 sec): 3 clusters Score: Raw -1425391.817443 + Penalty 1827.066364 = -1423564.751079 nChanged 9 SP:Iteration 65Q (4729.542866 sec): 3 clusters Score: Raw -1425395.530753 + Penalty 1827.066364 = -1423568.464389 nChanged 6 SP:Iteration 66Q (4729.599057 sec): 3 clusters Score: Raw -1425397.132467 + Penalty 1827.066364 = -1423570.066103 nChanged 3 SP:Iteration 67Q (4729.669307 sec): 3 clusters Score: Raw -1425398.391522 + Penalty 1827.066364 = -1423571.325158 nChanged 6 SP:Iteration 68Q (4729.726770 sec): 3 clusters Score: Raw -1425400.605207 + Penalty 1827.066364 = -1423573.538843 nChanged 3 SP:Iteration 69Q (4729.792345 sec): 3 clusters Score: Raw -1425402.063572 + Penalty 1827.066364 = -1423574.997208 nChanged 5 SP:Iteration 70Q (4729.849720 sec): 3 clusters Score: Raw -1425404.478916 + Penalty 1827.066364 = -1423577.412552 nChanged 6 SP:Iteration 71Q (4729.914033 sec): 3 clusters Score: Raw -1425408.536320 + Penalty 1827.066364 = -1423581.469956 nChanged 6 SP:Iteration 72Q (4729.973343 sec): 3 clusters Score: Raw -1425412.359477 + Penalty 1827.066364 = -1423585.293113 nChanged 6 SP:Iteration 73Q (4730.034797 sec): 3 clusters Score: Raw -1425416.496648 + Penalty 1827.066364 = -1423589.430284 nChanged 9 SP:Iteration 74Q (4730.095429 sec): 3 clusters Score: Raw -1425420.841432 + Penalty 1827.066364 = -1423593.775068 nChanged 11 SP:Iteration 75Q (4730.154914 sec): 3 clusters Score: Raw -1425427.456705 + Penalty 1827.066364 = -1423600.390341 nChanged 10 SP:Iteration 76Q (4730.200353 sec): 3 clusters Score: Raw -1425434.733787 + Penalty 1827.066364 = -1423607.667423 nChanged 9 SP:Iteration 77Q (4730.268405 sec): 3 clusters Score: Raw -1425439.077298 + Penalty 1827.066364 = -1423612.010934 nChanged 4 SP:Iteration 78Q (4730.327536 sec): 3 clusters Score: Raw -1425441.142548 + Penalty 1827.066364 = -1423614.076184 nChanged 8 SP:Iteration 79Q (4730.385390 sec): 3 clusters Score: Raw -1425445.098135 + Penalty 1827.066364 = -1423618.031771 nChanged 6 SP:Iteration 80F (4730.444843 sec): 3 clusters Score: Raw -1425447.002630 + Penalty 1827.066364 = -1423619.936266 nChanged 6 SP:Iteration 81Q (4730.516324 sec): 3 clusters Score: Raw -1425449.289704 + Penalty 1827.066364 = -1423622.223340 nChanged 2 SP:Iteration 82Q (4730.576422 sec): 3 clusters Score: Raw -1425450.437124 + Penalty 1827.066364 = -1423623.370760 nChanged 3 SP:Iteration 83Q (4730.638165 sec): 3 clusters Score: Raw -1425451.274942 + Penalty 1827.066364 = -1423624.208578 nChanged 4 SP:Iteration 84Q (4730.693103 sec): 3 clusters Score: Raw -1425453.043222 + Penalty 1827.066364 = -1423625.976858 nChanged 2 SP:Iteration 85Q (4730.756426 sec): 3 clusters Score: Raw -1425453.845644 + Penalty 1827.066364 = -1423626.779280 nChanged 2 SP:Iteration 86Q (4730.808250 sec): 3 clusters Score: Raw -1425454.624457 + Penalty 1827.066364 = -1423627.558093 nChanged 2 SP:Iteration 87Q (4730.870776 sec): 3 clusters Score: Raw -1425455.131126 + Penalty 1827.066364 = -1423628.064762 nChanged 1 SP:Iteration 88Q (4730.932823 sec): 3 clusters Score: Raw -1425455.528283 + Penalty 1827.066364 = -1423628.461919 nChanged 1 SP:Iteration 89Q (4730.995421 sec): 3 clusters Score: Raw -1425456.011300 + Penalty 1827.066364 = -1423628.944936 nChanged 1 SP:Iteration 90Q (4731.049658 sec): 3 clusters Score: Raw -1425456.514109 + Penalty 1827.066364 = -1423629.447745 nChanged 0 SP:Iteration 91F (4731.114989 sec): 3 clusters Score: Raw -1425456.514109 + Penalty 1827.066364 = -1423629.447745 nChanged 0 Trying to split cluster 9 (1934 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4731.152427 sec): 2 clusters Score: Raw -176211.411051 + Penalty 718.897839 = -175492.513212 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4731.184339 sec): 3 clusters Score: Raw -175279.430018 + Penalty 1437.795678 = -173841.634339 nChanged 736 SP:Iteration 1F (4731.238701 sec): 3 clusters Score: Raw -175782.308611 + Penalty 1437.795678 = -174344.512933 nChanged 190 SP:Iteration 2F (4731.281883 sec): 3 clusters Score: Raw -175955.675074 + Penalty 1437.795678 = -174517.879396 nChanged 148 SP:Iteration 3F (4731.327943 sec): 3 clusters Score: Raw -176116.544260 + Penalty 1437.795678 = -174678.748582 nChanged 131 SP:Iteration 4F (4731.365099 sec): 3 clusters Score: Raw -176240.701606 + Penalty 1437.795678 = -174802.905928 nChanged 100 SP:Iteration 5F (4731.420997 sec): 3 clusters Score: Raw -176341.995203 + Penalty 1437.795678 = -174904.199525 nChanged 86 SP:Iteration 6Q (4731.457945 sec): 3 clusters Score: Raw -176408.953918 + Penalty 1437.795678 = -174971.158240 nChanged 62 SP:Iteration 7Q (4731.497875 sec): 3 clusters Score: Raw -176454.295332 + Penalty 1437.795678 = -175016.499653 nChanged 38 SP:Iteration 8Q (4731.521889 sec): 3 clusters Score: Raw -176481.878943 + Penalty 1437.795678 = -175044.083265 nChanged 30 SP:Iteration 9Q (4731.529371 sec): 3 clusters Score: Raw -176503.647731 + Penalty 1437.795678 = -175065.852052 nChanged 22 SP:Iteration 10Q (4731.536438 sec): 3 clusters Score: Raw -176523.012013 + Penalty 1437.795678 = -175085.216334 nChanged 24 SP:Iteration 11Q (4731.543525 sec): 3 clusters Score: Raw -176536.650299 + Penalty 1437.795678 = -175098.854621 nChanged 14 SP:Iteration 12Q (4731.550617 sec): 3 clusters Score: Raw -176550.163042 + Penalty 1437.795678 = -175112.367364 nChanged 11 SP:Iteration 13Q (4731.557730 sec): 3 clusters Score: Raw -176557.605857 + Penalty 1437.795678 = -175119.810179 nChanged 11 SP:Iteration 14Q (4731.564804 sec): 3 clusters Score: Raw -176566.159847 + Penalty 1437.795678 = -175128.364168 nChanged 11 SP:Iteration 15Q (4731.571847 sec): 3 clusters Score: Raw -176572.068503 + Penalty 1437.795678 = -175134.272824 nChanged 4 SP:Iteration 16Q (4731.578887 sec): 3 clusters Score: Raw -176573.680795 + Penalty 1437.795678 = -175135.885117 nChanged 5 SP:Iteration 17Q (4731.598347 sec): 3 clusters Score: Raw -176578.097117 + Penalty 1437.795678 = -175140.301438 nChanged 2 SP:Iteration 18Q (4731.605732 sec): 3 clusters Score: Raw -176578.778192 + Penalty 1437.795678 = -175140.982514 nChanged 0 SP:Iteration 19F (4731.612853 sec): 3 clusters Score: Raw -176578.778192 + Penalty 1437.795678 = -175140.982514 nChanged 0 Trying to split cluster 10 (69349 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4731.709534 sec): 2 clusters Score: Raw -6574530.793121 + Penalty 1058.956166 = -6573471.836955 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4731.837412 sec): 3 clusters Score: Raw -6529197.601190 + Penalty 2117.912331 = -6527079.688859 nChanged 33260 SP:Iteration 1F (4731.979461 sec): 3 clusters Score: Raw -6548713.103734 + Penalty 2117.912331 = -6546595.191403 nChanged 2714 SP:Iteration 2Q (4732.121395 sec): 3 clusters Score: Raw -6549662.317197 + Penalty 2117.912331 = -6547544.404865 nChanged 3305 SP:Iteration 3Q (4732.252703 sec): 3 clusters Score: Raw -6551202.112978 + Penalty 2117.912331 = -6549084.200647 nChanged 4223 SP:Iteration 4F (4732.385922 sec): 3 clusters Score: Raw -6553786.272823 + Penalty 2117.912331 = -6551668.360492 nChanged 5237 SP:Iteration 5F (4732.523008 sec): 3 clusters Score: Raw -6557859.254388 + Penalty 2117.912331 = -6555741.342056 nChanged 5766 SP:Iteration 6F (4732.645350 sec): 3 clusters Score: Raw -6563057.612874 + Penalty 2117.912331 = -6560939.700543 nChanged 5073 SP:Iteration 7F (4732.791053 sec): 3 clusters Score: Raw -6567923.181770 + Penalty 2117.912331 = -6565805.269439 nChanged 3471 SP:Iteration 8F (4732.911507 sec): 3 clusters Score: Raw -6571234.519373 + Penalty 2117.912331 = -6569116.607041 nChanged 1966 SP:Iteration 9Q (4733.055982 sec): 3 clusters Score: Raw -6573034.445952 + Penalty 2117.912331 = -6570916.533621 nChanged 1034 SP:Iteration 10Q (4733.184763 sec): 3 clusters Score: Raw -6573901.732863 + Penalty 2117.912331 = -6571783.820532 nChanged 512 SP:Iteration 11Q (4733.310906 sec): 3 clusters Score: Raw -6574249.938716 + Penalty 2117.912331 = -6572132.026385 nChanged 276 SP:Iteration 12Q (4733.435413 sec): 3 clusters Score: Raw -6574430.862280 + Penalty 2117.912331 = -6572312.949949 nChanged 181 SP:Iteration 13Q (4733.559729 sec): 3 clusters Score: Raw -6574554.256082 + Penalty 2117.912331 = -6572436.343751 nChanged 133 SP:Iteration 14Q (4733.682982 sec): 3 clusters Score: Raw -6574645.496353 + Penalty 2117.912331 = -6572527.584022 nChanged 91 SP:Iteration 15Q (4733.805331 sec): 3 clusters Score: Raw -6574708.327491 + Penalty 2117.912331 = -6572590.415160 nChanged 57 SP:Iteration 16Q (4733.917234 sec): 3 clusters Score: Raw -6574734.829471 + Penalty 2117.912331 = -6572616.917140 nChanged 37 SP:Iteration 17Q (4734.027947 sec): 3 clusters Score: Raw -6574752.351274 + Penalty 2117.912331 = -6572634.438943 nChanged 35 SP:Iteration 18Q (4734.153195 sec): 3 clusters Score: Raw -6574770.272708 + Penalty 2117.912331 = -6572652.360377 nChanged 26 SP:Iteration 19Q (4734.281305 sec): 3 clusters Score: Raw -6574781.650752 + Penalty 2117.912331 = -6572663.738421 nChanged 17 SP:Iteration 20F (4734.411032 sec): 3 clusters Score: Raw -6574787.795310 + Penalty 2117.912331 = -6572669.882979 nChanged 20 SP:Iteration 21Q (4734.525544 sec): 3 clusters Score: Raw -6574796.394880 + Penalty 2117.912331 = -6572678.482549 nChanged 12 SP:Iteration 22Q (4734.640971 sec): 3 clusters Score: Raw -6574800.987511 + Penalty 2117.912331 = -6572683.075180 nChanged 7 SP:Iteration 23Q (4734.755215 sec): 3 clusters Score: Raw -6574802.863495 + Penalty 2117.912331 = -6572684.951164 nChanged 3 SP:Iteration 24Q (4734.873957 sec): 3 clusters Score: Raw -6574803.677919 + Penalty 2117.912331 = -6572685.765587 nChanged 1 SP:Iteration 25Q (4734.990248 sec): 3 clusters Score: Raw -6574804.228719 + Penalty 2117.912331 = -6572686.316387 nChanged 1 SP:Iteration 26Q (4735.106302 sec): 3 clusters Score: Raw -6574804.672569 + Penalty 2117.912331 = -6572686.760237 nChanged 2 SP:Iteration 27Q (4735.220443 sec): 3 clusters Score: Raw -6574805.077512 + Penalty 2117.912331 = -6572687.165181 nChanged 0 SP:Iteration 28F (4735.345114 sec): 3 clusters Score: Raw -6574805.077512 + Penalty 2117.912331 = -6572687.165181 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4735.364152 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4735.393592 sec): 3 clusters Score: Raw -16220.466524 + Penalty 1023.054062 = -15197.412462 nChanged 48 SP:Iteration 1F (4735.442568 sec): 3 clusters Score: Raw -16297.138609 + Penalty 1023.054062 = -15274.084547 nChanged 16 SP:Iteration 2F (4735.486416 sec): 3 clusters Score: Raw -16327.701671 + Penalty 1023.054062 = -15304.647609 nChanged 4 SP:Iteration 3Q (4735.535301 sec): 3 clusters Score: Raw -16334.485886 + Penalty 1023.054062 = -15311.431824 nChanged 1 SP:Iteration 4Q (4735.585539 sec): 3 clusters Score: Raw -16335.792657 + Penalty 1023.054062 = -15312.738595 nChanged 0 SP:Iteration 5F (4735.622529 sec): 3 clusters Score: Raw -16335.792657 + Penalty 1023.054062 = -15312.738595 nChanged 0 Trying to split cluster 12 (24970 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4735.669321 sec): 2 clusters Score: Raw -2220456.431223 + Penalty 961.915886 = -2219494.515337 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4735.751133 sec): 3 clusters Score: Raw -2204760.715662 + Penalty 1923.831773 = -2202836.883889 nChanged 11782 SP:Iteration 1F (4735.818945 sec): 3 clusters Score: Raw -2211371.818351 + Penalty 1923.831773 = -2209447.986578 nChanged 1225 SP:Iteration 2Q (4735.899795 sec): 3 clusters Score: Raw -2211791.541853 + Penalty 1923.831773 = -2209867.710080 nChanged 1241 SP:Iteration 3Q (4735.978992 sec): 3 clusters Score: Raw -2212257.422972 + Penalty 1923.831773 = -2210333.591199 nChanged 1316 SP:Iteration 4F (4736.056495 sec): 3 clusters Score: Raw -2212822.654220 + Penalty 1923.831773 = -2210898.822447 nChanged 1357 SP:Iteration 5F (4736.132701 sec): 3 clusters Score: Raw -2213514.058897 + Penalty 1923.831773 = -2211590.227124 nChanged 1491 SP:Iteration 6F (4736.211280 sec): 3 clusters Score: Raw -2214442.371021 + Penalty 1923.831773 = -2212518.539248 nChanged 1610 SP:Iteration 7F (4736.290079 sec): 3 clusters Score: Raw -2215604.182709 + Penalty 1923.831773 = -2213680.350936 nChanged 1649 SP:Iteration 8F (4736.368389 sec): 3 clusters Score: Raw -2216922.211069 + Penalty 1923.831773 = -2214998.379296 nChanged 1478 SP:Iteration 9F (4736.439393 sec): 3 clusters Score: Raw -2218202.838145 + Penalty 1923.831773 = -2216279.006372 nChanged 1165 SP:Iteration 10Q (4736.519742 sec): 3 clusters Score: Raw -2219254.576976 + Penalty 1923.831773 = -2217330.745203 nChanged 775 SP:Iteration 11Q (4736.592327 sec): 3 clusters Score: Raw -2219971.676458 + Penalty 1923.831773 = -2218047.844685 nChanged 378 SP:Iteration 12Q (4736.652891 sec): 3 clusters Score: Raw -2220310.877765 + Penalty 1923.831773 = -2218387.045992 nChanged 167 SP:Iteration 13Q (4736.730578 sec): 3 clusters Score: Raw -2220458.146366 + Penalty 1923.831773 = -2218534.314593 nChanged 67 SP:Iteration 14Q (4736.797193 sec): 3 clusters Score: Raw -2220524.443603 + Penalty 1923.831773 = -2218600.611830 nChanged 29 SP:Iteration 15Q (4736.872105 sec): 3 clusters Score: Raw -2220550.857265 + Penalty 1923.831773 = -2218627.025492 nChanged 11 SP:Iteration 16Q (4736.949254 sec): 3 clusters Score: Raw -2220564.024237 + Penalty 1923.831773 = -2218640.192464 nChanged 10 SP:Iteration 17Q (4737.022011 sec): 3 clusters Score: Raw -2220576.610786 + Penalty 1923.831773 = -2218652.779013 nChanged 7 SP:Iteration 18Q (4737.093626 sec): 3 clusters Score: Raw -2220585.673637 + Penalty 1923.831773 = -2218661.841864 nChanged 6 SP:Iteration 19Q (4737.164832 sec): 3 clusters Score: Raw -2220589.470517 + Penalty 1923.831773 = -2218665.638744 nChanged 3 SP:Iteration 20F (4737.235601 sec): 3 clusters Score: Raw -2220591.237561 + Penalty 1923.831773 = -2218667.405789 nChanged 2 SP:Iteration 21Q (4737.313781 sec): 3 clusters Score: Raw -2220593.335234 + Penalty 1923.831773 = -2218669.503461 nChanged 1 SP:Iteration 22Q (4737.380933 sec): 3 clusters Score: Raw -2220594.602928 + Penalty 1923.831773 = -2218670.771155 nChanged 0 SP:Iteration 23F (4737.467235 sec): 3 clusters Score: Raw -2220594.602928 + Penalty 1923.831773 = -2218670.771155 nChanged 0 Trying to split cluster 13 (28298 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4737.524400 sec): 2 clusters Score: Raw -2678186.649458 + Penalty 973.801909 = -2677212.847549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4737.610122 sec): 3 clusters Score: Raw -2660292.764096 + Penalty 1947.603818 = -2658345.160278 nChanged 13177 SP:Iteration 1F (4737.694910 sec): 3 clusters Score: Raw -2667709.100980 + Penalty 1947.603818 = -2665761.497162 nChanged 1254 SP:Iteration 2Q (4737.781474 sec): 3 clusters Score: Raw -2668116.300543 + Penalty 1947.603818 = -2666168.696725 nChanged 1302 SP:Iteration 3Q (4737.868009 sec): 3 clusters Score: Raw -2668609.981487 + Penalty 1947.603818 = -2666662.377669 nChanged 1365 SP:Iteration 4Q (4737.954209 sec): 3 clusters Score: Raw -2669258.996086 + Penalty 1947.603818 = -2667311.392268 nChanged 1551 SP:Iteration 5F (4738.038571 sec): 3 clusters Score: Raw -2670163.014633 + Penalty 1947.603818 = -2668215.410815 nChanged 1762 SP:Iteration 6F (4738.122951 sec): 3 clusters Score: Raw -2671376.141912 + Penalty 1947.603818 = -2669428.538095 nChanged 1776 SP:Iteration 7F (4738.207123 sec): 3 clusters Score: Raw -2672669.441665 + Penalty 1947.603818 = -2670721.837847 nChanged 1535 SP:Iteration 8F (4738.274327 sec): 3 clusters Score: Raw -2673685.959737 + Penalty 1947.603818 = -2671738.355919 nChanged 1170 SP:Iteration 9Q (4738.361448 sec): 3 clusters Score: Raw -2674321.701444 + Penalty 1947.603818 = -2672374.097626 nChanged 837 SP:Iteration 10Q (4738.432726 sec): 3 clusters Score: Raw -2674684.144893 + Penalty 1947.603818 = -2672736.541075 nChanged 616 SP:Iteration 11Q (4738.505808 sec): 3 clusters Score: Raw -2674909.183633 + Penalty 1947.603818 = -2672961.579816 nChanged 529 SP:Iteration 12Q (4738.592315 sec): 3 clusters Score: Raw -2675109.755255 + Penalty 1947.603818 = -2673162.151437 nChanged 513 SP:Iteration 13Q (4738.679500 sec): 3 clusters Score: Raw -2675319.385838 + Penalty 1947.603818 = -2673371.782020 nChanged 519 SP:Iteration 14Q (4738.750837 sec): 3 clusters Score: Raw -2675530.965274 + Penalty 1947.603818 = -2673583.361456 nChanged 497 SP:Iteration 15Q (4738.837812 sec): 3 clusters Score: Raw -2675745.106273 + Penalty 1947.603818 = -2673797.502455 nChanged 466 SP:Iteration 16Q (4738.918051 sec): 3 clusters Score: Raw -2675946.252481 + Penalty 1947.603818 = -2673998.648663 nChanged 450 SP:Iteration 17Q (4738.984471 sec): 3 clusters Score: Raw -2676139.028797 + Penalty 1947.603818 = -2674191.424980 nChanged 438 SP:Iteration 18Q (4739.067686 sec): 3 clusters Score: Raw -2676327.399265 + Penalty 1947.603818 = -2674379.795447 nChanged 381 SP:Iteration 19Q (4739.147376 sec): 3 clusters Score: Raw -2676484.761229 + Penalty 1947.603818 = -2674537.157411 nChanged 352 SP:Iteration 20F (4739.224517 sec): 3 clusters Score: Raw -2676644.799738 + Penalty 1947.603818 = -2674697.195920 nChanged 345 SP:Iteration 21Q (4739.305877 sec): 3 clusters Score: Raw -2676818.345433 + Penalty 1947.603818 = -2674870.741615 nChanged 327 SP:Iteration 22Q (4739.387055 sec): 3 clusters Score: Raw -2676997.618816 + Penalty 1947.603818 = -2675050.014998 nChanged 306 SP:Iteration 23Q (4739.466272 sec): 3 clusters Score: Raw -2677233.354646 + Penalty 1947.603818 = -2675285.750828 nChanged 317 SP:Iteration 24Q (4739.539461 sec): 3 clusters Score: Raw -2677494.728152 + Penalty 1947.603818 = -2675547.124334 nChanged 274 SP:Iteration 25Q (4739.614956 sec): 3 clusters Score: Raw -2677688.764471 + Penalty 1947.603818 = -2675741.160653 nChanged 252 SP:Iteration 26Q (4739.693750 sec): 3 clusters Score: Raw -2677885.826093 + Penalty 1947.603818 = -2675938.222275 nChanged 273 SP:Iteration 27Q (4739.776288 sec): 3 clusters Score: Raw -2678079.694913 + Penalty 1947.603818 = -2676132.091095 nChanged 238 SP:Iteration 28Q (4739.855904 sec): 3 clusters Score: Raw -2678233.716875 + Penalty 1947.603818 = -2676286.113057 nChanged 224 SP:Iteration 29Q (4739.936391 sec): 3 clusters Score: Raw -2678353.778762 + Penalty 1947.603818 = -2676406.174944 nChanged 206 SP:Iteration 30Q (4740.010477 sec): 3 clusters Score: Raw -2678454.931012 + Penalty 1947.603818 = -2676507.327194 nChanged 183 SP:Iteration 31Q (4740.093932 sec): 3 clusters Score: Raw -2678526.404418 + Penalty 1947.603818 = -2676578.800600 nChanged 140 SP:Iteration 32Q (4740.175964 sec): 3 clusters Score: Raw -2678575.326464 + Penalty 1947.603818 = -2676627.722647 nChanged 124 SP:Iteration 33Q (4740.253202 sec): 3 clusters Score: Raw -2678615.441820 + Penalty 1947.603818 = -2676667.838002 nChanged 94 SP:Iteration 34Q (4740.330560 sec): 3 clusters Score: Raw -2678640.139011 + Penalty 1947.603818 = -2676692.535193 nChanged 74 SP:Iteration 35Q (4740.402801 sec): 3 clusters Score: Raw -2678658.509788 + Penalty 1947.603818 = -2676710.905970 nChanged 63 SP:Iteration 36Q (4740.485801 sec): 3 clusters Score: Raw -2678675.564248 + Penalty 1947.603818 = -2676727.960430 nChanged 47 SP:Iteration 37Q (4740.563819 sec): 3 clusters Score: Raw -2678682.162319 + Penalty 1947.603818 = -2676734.558501 nChanged 33 SP:Iteration 38Q (4740.638324 sec): 3 clusters Score: Raw -2678685.965503 + Penalty 1947.603818 = -2676738.361685 nChanged 22 SP:Iteration 39Q (4740.709063 sec): 3 clusters Score: Raw -2678688.211163 + Penalty 1947.603818 = -2676740.607346 nChanged 18 SP:Iteration 40F (4740.787584 sec): 3 clusters Score: Raw -2678725.487579 + Penalty 1947.603818 = -2676777.883761 nChanged 60 SP:Iteration 41Q (4740.861117 sec): 3 clusters Score: Raw -2678752.671659 + Penalty 1947.603818 = -2676805.067841 nChanged 54 SP:Iteration 42Q (4740.947268 sec): 3 clusters Score: Raw -2678764.982889 + Penalty 1947.603818 = -2676817.379071 nChanged 49 SP:Iteration 43Q (4741.025792 sec): 3 clusters Score: Raw -2678773.766028 + Penalty 1947.603818 = -2676826.162210 nChanged 44 SP:Iteration 44Q (4741.106665 sec): 3 clusters Score: Raw -2678780.613191 + Penalty 1947.603818 = -2676833.009373 nChanged 37 SP:Iteration 45Q (4741.176997 sec): 3 clusters Score: Raw -2678785.140655 + Penalty 1947.603818 = -2676837.536837 nChanged 32 SP:Iteration 46Q (4741.268896 sec): 3 clusters Score: Raw -2678789.057388 + Penalty 1947.603818 = -2676841.453571 nChanged 30 SP:Iteration 47Q (4741.349262 sec): 3 clusters Score: Raw -2678792.745992 + Penalty 1947.603818 = -2676845.142174 nChanged 34 SP:Iteration 48Q (4741.430282 sec): 3 clusters Score: Raw -2678796.814810 + Penalty 1947.603818 = -2676849.210992 nChanged 32 SP:Iteration 49Q (4741.504195 sec): 3 clusters Score: Raw -2678800.863613 + Penalty 1947.603818 = -2676853.259795 nChanged 28 SP:Iteration 50Q (4741.578188 sec): 3 clusters Score: Raw -2678804.237803 + Penalty 1947.603818 = -2676856.633985 nChanged 26 SP:Iteration 51Q (4741.651747 sec): 3 clusters Score: Raw -2678807.143220 + Penalty 1947.603818 = -2676859.539403 nChanged 18 SP:Iteration 52Q (4741.727931 sec): 3 clusters Score: Raw -2678809.284093 + Penalty 1947.603818 = -2676861.680275 nChanged 25 SP:Iteration 53Q (4741.795146 sec): 3 clusters Score: Raw -2678812.226425 + Penalty 1947.603818 = -2676864.622607 nChanged 28 SP:Iteration 54Q (4741.870282 sec): 3 clusters Score: Raw -2678815.774135 + Penalty 1947.603818 = -2676868.170317 nChanged 28 SP:Iteration 55Q (4741.945577 sec): 3 clusters Score: Raw -2678819.124105 + Penalty 1947.603818 = -2676871.520287 nChanged 31 SP:Iteration 56Q (4742.022661 sec): 3 clusters Score: Raw -2678822.767638 + Penalty 1947.603818 = -2676875.163820 nChanged 26 SP:Iteration 57Q (4742.110897 sec): 3 clusters Score: Raw -2678825.246383 + Penalty 1947.603818 = -2676877.642566 nChanged 23 SP:Iteration 58Q (4742.190457 sec): 3 clusters Score: Raw -2678827.913701 + Penalty 1947.603818 = -2676880.309883 nChanged 19 SP:Iteration 59Q (4742.254489 sec): 3 clusters Score: Raw -2678829.645874 + Penalty 1947.603818 = -2676882.042056 nChanged 20 SP:Iteration 60F (4742.333358 sec): 3 clusters Score: Raw -2678831.980078 + Penalty 1947.603818 = -2676884.376260 nChanged 23 SP:Iteration 61Q (4742.414339 sec): 3 clusters Score: Raw -2678834.490381 + Penalty 1947.603818 = -2676886.886564 nChanged 32 SP:Iteration 62Q (4742.494905 sec): 3 clusters Score: Raw -2678838.498060 + Penalty 1947.603818 = -2676890.894242 nChanged 35 SP:Iteration 63Q (4742.572616 sec): 3 clusters Score: Raw -2678842.676150 + Penalty 1947.603818 = -2676895.072332 nChanged 33 SP:Iteration 64Q (4742.651415 sec): 3 clusters Score: Raw -2678846.424908 + Penalty 1947.603818 = -2676898.821090 nChanged 24 SP:Iteration 65Q (4742.732036 sec): 3 clusters Score: Raw -2678849.556204 + Penalty 1947.603818 = -2676901.952386 nChanged 27 SP:Iteration 66Q (4742.804431 sec): 3 clusters Score: Raw -2678852.999180 + Penalty 1947.603818 = -2676905.395362 nChanged 32 SP:Iteration 67Q (4742.882086 sec): 3 clusters Score: Raw -2678857.231781 + Penalty 1947.603818 = -2676909.627963 nChanged 29 SP:Iteration 68Q (4742.958231 sec): 3 clusters Score: Raw -2678860.572673 + Penalty 1947.603818 = -2676912.968855 nChanged 44 SP:Iteration 69Q (4743.036858 sec): 3 clusters Score: Raw -2678865.864961 + Penalty 1947.603818 = -2676918.261143 nChanged 37 SP:Iteration 70Q (4743.105858 sec): 3 clusters Score: Raw -2678870.581632 + Penalty 1947.603818 = -2676922.977814 nChanged 33 SP:Iteration 71Q (4743.175621 sec): 3 clusters Score: Raw -2678874.966680 + Penalty 1947.603818 = -2676927.362862 nChanged 36 SP:Iteration 72Q (4743.257350 sec): 3 clusters Score: Raw -2678878.872929 + Penalty 1947.603818 = -2676931.269111 nChanged 30 SP:Iteration 73Q (4743.322050 sec): 3 clusters Score: Raw -2678882.040679 + Penalty 1947.603818 = -2676934.436861 nChanged 27 SP:Iteration 74Q (4743.394619 sec): 3 clusters Score: Raw -2678885.035220 + Penalty 1947.603818 = -2676937.431402 nChanged 36 SP:Iteration 75Q (4743.462591 sec): 3 clusters Score: Raw -2678889.912067 + Penalty 1947.603818 = -2676942.308249 nChanged 35 SP:Iteration 76Q (4743.540700 sec): 3 clusters Score: Raw -2678895.336216 + Penalty 1947.603818 = -2676947.732399 nChanged 35 SP:Iteration 77Q (4743.616609 sec): 3 clusters Score: Raw -2678898.937840 + Penalty 1947.603818 = -2676951.334022 nChanged 31 SP:Iteration 78Q (4743.689772 sec): 3 clusters Score: Raw -2678901.416539 + Penalty 1947.603818 = -2676953.812722 nChanged 20 SP:Iteration 79Q (4743.769357 sec): 3 clusters Score: Raw -2678902.877849 + Penalty 1947.603818 = -2676955.274031 nChanged 21 SP:Iteration 80F (4743.830649 sec): 3 clusters Score: Raw -2678905.056401 + Penalty 1947.603818 = -2676957.452583 nChanged 25 SP:Iteration 81Q (4743.902360 sec): 3 clusters Score: Raw -2678907.652759 + Penalty 1947.603818 = -2676960.048941 nChanged 28 SP:Iteration 82Q (4743.980033 sec): 3 clusters Score: Raw -2678909.988471 + Penalty 1947.603818 = -2676962.384653 nChanged 23 SP:Iteration 83Q (4744.057918 sec): 3 clusters Score: Raw -2678911.489341 + Penalty 1947.603818 = -2676963.885524 nChanged 15 SP:Iteration 84Q (4744.135473 sec): 3 clusters Score: Raw -2678912.541615 + Penalty 1947.603818 = -2676964.937798 nChanged 19 SP:Iteration 85Q (4744.204060 sec): 3 clusters Score: Raw -2678914.252830 + Penalty 1947.603818 = -2676966.649012 nChanged 26 SP:Iteration 86Q (4744.288138 sec): 3 clusters Score: Raw -2678916.636541 + Penalty 1947.603818 = -2676969.032723 nChanged 28 SP:Iteration 87Q (4744.350328 sec): 3 clusters Score: Raw -2678919.138275 + Penalty 1947.603818 = -2676971.534457 nChanged 31 SP:Iteration 88Q (4744.428219 sec): 3 clusters Score: Raw -2678922.248431 + Penalty 1947.603818 = -2676974.644613 nChanged 28 SP:Iteration 89Q (4744.506295 sec): 3 clusters Score: Raw -2678924.520656 + Penalty 1947.603818 = -2676976.916838 nChanged 30 SP:Iteration 90Q (4744.584422 sec): 3 clusters Score: Raw -2678927.200483 + Penalty 1947.603818 = -2676979.596665 nChanged 25 SP:Iteration 91Q (4744.662110 sec): 3 clusters Score: Raw -2678929.107703 + Penalty 1947.603818 = -2676981.503885 nChanged 26 SP:Iteration 92Q (4744.741456 sec): 3 clusters Score: Raw -2678931.256780 + Penalty 1947.603818 = -2676983.652962 nChanged 23 SP:Iteration 93Q (4744.815838 sec): 3 clusters Score: Raw -2678933.627137 + Penalty 1947.603818 = -2676986.023319 nChanged 32 SP:Iteration 94Q (4744.867023 sec): 3 clusters Score: Raw -2678937.720263 + Penalty 1947.603818 = -2676990.116445 nChanged 48 SP:Iteration 95Q (4744.952692 sec): 3 clusters Score: Raw -2678942.999059 + Penalty 1947.603818 = -2676995.395241 nChanged 33 SP:Iteration 96Q (4745.032588 sec): 3 clusters Score: Raw -2678945.545818 + Penalty 1947.603818 = -2676997.942001 nChanged 27 SP:Iteration 97Q (4745.112821 sec): 3 clusters Score: Raw -2678947.814110 + Penalty 1947.603818 = -2677000.210292 nChanged 28 SP:Iteration 98Q (4745.179944 sec): 3 clusters Score: Raw -2678950.470546 + Penalty 1947.603818 = -2677002.866728 nChanged 33 SP:Iteration 99Q (4745.256349 sec): 3 clusters Score: Raw -2678953.389992 + Penalty 1947.603818 = -2677005.786174 nChanged 26 SP:Iteration 100F (4745.348682 sec): 3 clusters Score: Raw -2678955.632646 + Penalty 1947.603818 = -2677008.028828 nChanged 21 SP:Iteration 101Q (4745.426293 sec): 3 clusters Score: Raw -2678957.284996 + Penalty 1947.603818 = -2677009.681178 nChanged 23 SP:Iteration 102Q (4745.505805 sec): 3 clusters Score: Raw -2678959.245939 + Penalty 1947.603818 = -2677011.642121 nChanged 28 SP:Iteration 103Q (4745.585936 sec): 3 clusters Score: Raw -2678962.197226 + Penalty 1947.603818 = -2677014.593408 nChanged 33 SP:Iteration 104Q (4745.668081 sec): 3 clusters Score: Raw -2678966.113400 + Penalty 1947.603818 = -2677018.509582 nChanged 40 SP:Iteration 105Q (4745.748642 sec): 3 clusters Score: Raw -2678970.179861 + Penalty 1947.603818 = -2677022.576043 nChanged 45 SP:Iteration 106Q (4745.831077 sec): 3 clusters Score: Raw -2678974.815133 + Penalty 1947.603818 = -2677027.211315 nChanged 41 SP:Iteration 107Q (4745.906157 sec): 3 clusters Score: Raw -2678978.818322 + Penalty 1947.603818 = -2677031.214504 nChanged 33 SP:Iteration 108Q (4745.988982 sec): 3 clusters Score: Raw -2678981.171570 + Penalty 1947.603818 = -2677033.567752 nChanged 26 SP:Iteration 109Q (4746.070094 sec): 3 clusters Score: Raw -2678983.198098 + Penalty 1947.603818 = -2677035.594281 nChanged 24 SP:Iteration 110Q (4746.155719 sec): 3 clusters Score: Raw -2678984.979673 + Penalty 1947.603818 = -2677037.375855 nChanged 18 SP:Iteration 111Q (4746.236130 sec): 3 clusters Score: Raw -2678986.224667 + Penalty 1947.603818 = -2677038.620849 nChanged 24 SP:Iteration 112Q (4746.316085 sec): 3 clusters Score: Raw -2678988.104188 + Penalty 1947.603818 = -2677040.500370 nChanged 32 SP:Iteration 113Q (4746.397644 sec): 3 clusters Score: Raw -2678990.985687 + Penalty 1947.603818 = -2677043.381869 nChanged 32 SP:Iteration 114Q (4746.478484 sec): 3 clusters Score: Raw -2678993.556018 + Penalty 1947.603818 = -2677045.952200 nChanged 35 SP:Iteration 115Q (4746.558219 sec): 3 clusters Score: Raw -2678996.132857 + Penalty 1947.603818 = -2677048.529040 nChanged 31 SP:Iteration 116Q (4746.634336 sec): 3 clusters Score: Raw -2678998.306933 + Penalty 1947.603818 = -2677050.703115 nChanged 27 SP:Iteration 117Q (4746.694161 sec): 3 clusters Score: Raw -2679000.452711 + Penalty 1947.603818 = -2677052.848893 nChanged 30 SP:Iteration 118Q (4746.779349 sec): 3 clusters Score: Raw -2679003.193157 + Penalty 1947.603818 = -2677055.589339 nChanged 40 SP:Iteration 119Q (4746.842954 sec): 3 clusters Score: Raw -2679007.042597 + Penalty 1947.603818 = -2677059.438779 nChanged 37 SP:Iteration 120F (4746.920317 sec): 3 clusters Score: Raw -2679009.457910 + Penalty 1947.603818 = -2677061.854092 nChanged 25 SP:Iteration 121Q (4746.998231 sec): 3 clusters Score: Raw -2679011.162461 + Penalty 1947.603818 = -2677063.558643 nChanged 28 SP:Iteration 122Q (4747.071619 sec): 3 clusters Score: Raw -2679012.928450 + Penalty 1947.603818 = -2677065.324632 nChanged 24 SP:Iteration 123Q (4747.150112 sec): 3 clusters Score: Raw -2679014.447980 + Penalty 1947.603818 = -2677066.844162 nChanged 20 SP:Iteration 124Q (4747.229093 sec): 3 clusters Score: Raw -2679015.949161 + Penalty 1947.603818 = -2677068.345344 nChanged 19 SP:Iteration 125Q (4747.298389 sec): 3 clusters Score: Raw -2679016.902078 + Penalty 1947.603818 = -2677069.298260 nChanged 11 SP:Iteration 126Q (4747.380876 sec): 3 clusters Score: Raw -2679017.359173 + Penalty 1947.603818 = -2677069.755355 nChanged 11 SP:Iteration 127Q (4747.448651 sec): 3 clusters Score: Raw -2679017.783213 + Penalty 1947.603818 = -2677070.179395 nChanged 9 SP:Iteration 128Q (4747.538706 sec): 3 clusters Score: Raw -2679018.088725 + Penalty 1947.603818 = -2677070.484908 nChanged 9 SP:Iteration 129Q (4747.619850 sec): 3 clusters Score: Raw -2679018.486535 + Penalty 1947.603818 = -2677070.882717 nChanged 11 SP:Iteration 130Q (4747.702556 sec): 3 clusters Score: Raw -2679019.077024 + Penalty 1947.603818 = -2677071.473206 nChanged 5 SP:Iteration 131Q (4747.784974 sec): 3 clusters Score: Raw -2679019.234662 + Penalty 1947.603818 = -2677071.630844 nChanged 2 SP:Iteration 132Q (4747.867583 sec): 3 clusters Score: Raw -2679019.284786 + Penalty 1947.603818 = -2677071.680968 nChanged 1 SP:Iteration 133Q (4747.950060 sec): 3 clusters Score: Raw -2679019.335713 + Penalty 1947.603818 = -2677071.731895 nChanged 1 SP:Iteration 134Q (4748.032727 sec): 3 clusters Score: Raw -2679019.350151 + Penalty 1947.603818 = -2677071.746333 nChanged 1 SP:Iteration 135Q (4748.114935 sec): 3 clusters Score: Raw -2679019.378320 + Penalty 1947.603818 = -2677071.774502 nChanged 1 SP:Iteration 136Q (4748.197126 sec): 3 clusters Score: Raw -2679019.390146 + Penalty 1947.603818 = -2677071.786329 nChanged 1 SP:Iteration 137Q (4748.266846 sec): 3 clusters Score: Raw -2679019.425177 + Penalty 1947.603818 = -2677071.821359 nChanged 1 SP:Iteration 138Q (4748.308959 sec): 3 clusters Score: Raw -2679019.462704 + Penalty 1947.603818 = -2677071.858886 nChanged 0 SP:Iteration 139F (4748.399066 sec): 3 clusters Score: Raw -2679019.462704 + Penalty 1947.603818 = -2677071.858886 nChanged 0 Trying to split cluster 14 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4748.434490 sec): 2 clusters Score: Raw -550656.749638 + Penalty 828.892337 = -549827.857301 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4748.479804 sec): 3 clusters Score: Raw -547152.732099 + Penalty 1657.784674 = -545494.947425 nChanged 2713 SP:Iteration 1F (4748.532536 sec): 3 clusters Score: Raw -548712.798338 + Penalty 1657.784674 = -547055.013664 nChanged 430 SP:Iteration 2F (4748.585480 sec): 3 clusters Score: Raw -548964.588620 + Penalty 1657.784674 = -547306.803946 nChanged 405 SP:Iteration 3F (4748.647075 sec): 3 clusters Score: Raw -549229.514308 + Penalty 1657.784674 = -547571.729634 nChanged 359 SP:Iteration 4F (4748.693806 sec): 3 clusters Score: Raw -549478.723872 + Penalty 1657.784674 = -547820.939198 nChanged 358 SP:Iteration 5F (4748.745314 sec): 3 clusters Score: Raw -549708.891074 + Penalty 1657.784674 = -548051.106400 nChanged 302 SP:Iteration 6Q (4748.804217 sec): 3 clusters Score: Raw -549868.908658 + Penalty 1657.784674 = -548211.123984 nChanged 267 SP:Iteration 7Q (4748.848915 sec): 3 clusters Score: Raw -549989.769737 + Penalty 1657.784674 = -548331.985063 nChanged 199 SP:Iteration 8Q (4748.901570 sec): 3 clusters Score: Raw -550068.044548 + Penalty 1657.784674 = -548410.259874 nChanged 153 SP:Iteration 9Q (4748.954216 sec): 3 clusters Score: Raw -550118.139721 + Penalty 1657.784674 = -548460.355047 nChanged 120 SP:Iteration 10Q (4749.000025 sec): 3 clusters Score: Raw -550151.947490 + Penalty 1657.784674 = -548494.162816 nChanged 91 SP:Iteration 11Q (4749.023605 sec): 3 clusters Score: Raw -550171.876978 + Penalty 1657.784674 = -548514.092304 nChanged 60 SP:Iteration 12Q (4749.048588 sec): 3 clusters Score: Raw -550185.505300 + Penalty 1657.784674 = -548527.720626 nChanged 51 SP:Iteration 13Q (4749.097685 sec): 3 clusters Score: Raw -550197.382039 + Penalty 1657.784674 = -548539.597365 nChanged 44 SP:Iteration 14Q (4749.152041 sec): 3 clusters Score: Raw -550207.574720 + Penalty 1657.784674 = -548549.790046 nChanged 45 SP:Iteration 15Q (4749.209527 sec): 3 clusters Score: Raw -550218.482424 + Penalty 1657.784674 = -548560.697750 nChanged 57 SP:Iteration 16Q (4749.254831 sec): 3 clusters Score: Raw -550231.225583 + Penalty 1657.784674 = -548573.440909 nChanged 40 SP:Iteration 17Q (4749.308542 sec): 3 clusters Score: Raw -550238.948359 + Penalty 1657.784674 = -548581.163685 nChanged 36 SP:Iteration 18Q (4749.368748 sec): 3 clusters Score: Raw -550245.515144 + Penalty 1657.784674 = -548587.730470 nChanged 34 SP:Iteration 19Q (4749.425877 sec): 3 clusters Score: Raw -550251.861723 + Penalty 1657.784674 = -548594.077049 nChanged 34 SP:Iteration 20F (4749.477396 sec): 3 clusters Score: Raw -550261.656349 + Penalty 1657.784674 = -548603.871675 nChanged 41 SP:Iteration 21Q (4749.531509 sec): 3 clusters Score: Raw -550271.471012 + Penalty 1657.784674 = -548613.686338 nChanged 36 SP:Iteration 22Q (4749.582258 sec): 3 clusters Score: Raw -550279.655088 + Penalty 1657.784674 = -548621.870414 nChanged 40 SP:Iteration 23Q (4749.627184 sec): 3 clusters Score: Raw -550289.218449 + Penalty 1657.784674 = -548631.433775 nChanged 46 SP:Iteration 24Q (4749.680057 sec): 3 clusters Score: Raw -550297.592678 + Penalty 1657.784674 = -548639.808004 nChanged 41 SP:Iteration 25Q (4749.734687 sec): 3 clusters Score: Raw -550304.991766 + Penalty 1657.784674 = -548647.207092 nChanged 52 SP:Iteration 26Q (4749.787967 sec): 3 clusters Score: Raw -550318.623635 + Penalty 1657.784674 = -548660.838961 nChanged 64 SP:Iteration 27Q (4749.836954 sec): 3 clusters Score: Raw -550335.739522 + Penalty 1657.784674 = -548677.954848 nChanged 59 SP:Iteration 28Q (4749.887718 sec): 3 clusters Score: Raw -550349.336272 + Penalty 1657.784674 = -548691.551598 nChanged 55 SP:Iteration 29Q (4749.945668 sec): 3 clusters Score: Raw -550361.738547 + Penalty 1657.784674 = -548703.953873 nChanged 64 SP:Iteration 30Q (4749.993981 sec): 3 clusters Score: Raw -550380.316920 + Penalty 1657.784674 = -548722.532246 nChanged 65 SP:Iteration 31Q (4750.049915 sec): 3 clusters Score: Raw -550396.025147 + Penalty 1657.784674 = -548738.240473 nChanged 60 SP:Iteration 32Q (4750.105980 sec): 3 clusters Score: Raw -550412.632097 + Penalty 1657.784674 = -548754.847423 nChanged 67 SP:Iteration 33Q (4750.160889 sec): 3 clusters Score: Raw -550433.298205 + Penalty 1657.784674 = -548775.513531 nChanged 75 SP:Iteration 34Q (4750.215882 sec): 3 clusters Score: Raw -550455.791740 + Penalty 1657.784674 = -548798.007066 nChanged 70 SP:Iteration 35Q (4750.271140 sec): 3 clusters Score: Raw -550482.015681 + Penalty 1657.784674 = -548824.231007 nChanged 78 SP:Iteration 36Q (4750.323156 sec): 3 clusters Score: Raw -550508.475891 + Penalty 1657.784674 = -548850.691216 nChanged 83 SP:Iteration 37Q (4750.378519 sec): 3 clusters Score: Raw -550535.417379 + Penalty 1657.784674 = -548877.632705 nChanged 70 SP:Iteration 38Q (4750.434614 sec): 3 clusters Score: Raw -550557.063835 + Penalty 1657.784674 = -548899.279161 nChanged 63 SP:Iteration 39Q (4750.489282 sec): 3 clusters Score: Raw -550579.201754 + Penalty 1657.784674 = -548921.417080 nChanged 79 SP:Iteration 40F (4750.546152 sec): 3 clusters Score: Raw -550611.773033 + Penalty 1657.784674 = -548953.988359 nChanged 88 SP:Iteration 41Q (4750.588970 sec): 3 clusters Score: Raw -550647.567314 + Penalty 1657.784674 = -548989.782640 nChanged 76 SP:Iteration 42Q (4750.654378 sec): 3 clusters Score: Raw -550678.118294 + Penalty 1657.784674 = -549020.333620 nChanged 81 SP:Iteration 43Q (4750.699194 sec): 3 clusters Score: Raw -550716.356739 + Penalty 1657.784674 = -549058.572065 nChanged 79 SP:Iteration 44Q (4750.754487 sec): 3 clusters Score: Raw -550748.065409 + Penalty 1657.784674 = -549090.280735 nChanged 67 SP:Iteration 45Q (4750.798485 sec): 3 clusters Score: Raw -550774.072870 + Penalty 1657.784674 = -549116.288196 nChanged 63 SP:Iteration 46Q (4750.856224 sec): 3 clusters Score: Raw -550797.571452 + Penalty 1657.784674 = -549139.786778 nChanged 55 SP:Iteration 47Q (4750.919541 sec): 3 clusters Score: Raw -550820.122696 + Penalty 1657.784674 = -549162.338022 nChanged 61 SP:Iteration 48Q (4750.974493 sec): 3 clusters Score: Raw -550845.381014 + Penalty 1657.784674 = -549187.596340 nChanged 46 SP:Iteration 49Q (4751.009318 sec): 3 clusters Score: Raw -550866.207885 + Penalty 1657.784674 = -549208.423211 nChanged 38 SP:Iteration 50Q (4751.063746 sec): 3 clusters Score: Raw -550885.926165 + Penalty 1657.784674 = -549228.141491 nChanged 40 SP:Iteration 51Q (4751.118754 sec): 3 clusters Score: Raw -550906.098706 + Penalty 1657.784674 = -549248.314031 nChanged 42 SP:Iteration 52Q (4751.177051 sec): 3 clusters Score: Raw -550926.885662 + Penalty 1657.784674 = -549269.100988 nChanged 38 SP:Iteration 53Q (4751.234238 sec): 3 clusters Score: Raw -550947.657391 + Penalty 1657.784674 = -549289.872717 nChanged 38 SP:Iteration 54Q (4751.291608 sec): 3 clusters Score: Raw -550967.344563 + Penalty 1657.784674 = -549309.559889 nChanged 37 SP:Iteration 55Q (4751.346489 sec): 3 clusters Score: Raw -550987.223535 + Penalty 1657.784674 = -549329.438861 nChanged 32 SP:Iteration 56Q (4751.407145 sec): 3 clusters Score: Raw -551004.413136 + Penalty 1657.784674 = -549346.628462 nChanged 33 SP:Iteration 57Q (4751.451850 sec): 3 clusters Score: Raw -551015.154141 + Penalty 1657.784674 = -549357.369467 nChanged 26 SP:Iteration 58Q (4751.490236 sec): 3 clusters Score: Raw -551024.710878 + Penalty 1657.784674 = -549366.926204 nChanged 19 SP:Iteration 59Q (4751.542169 sec): 3 clusters Score: Raw -551031.407310 + Penalty 1657.784674 = -549373.622636 nChanged 16 SP:Iteration 60F (4751.606282 sec): 3 clusters Score: Raw -551037.643701 + Penalty 1657.784674 = -549379.859027 nChanged 15 SP:Iteration 61Q (4751.647597 sec): 3 clusters Score: Raw -551043.344857 + Penalty 1657.784674 = -549385.560183 nChanged 17 SP:Iteration 62Q (4751.713510 sec): 3 clusters Score: Raw -551049.781432 + Penalty 1657.784674 = -549391.996758 nChanged 18 SP:Iteration 63Q (4751.749314 sec): 3 clusters Score: Raw -551056.606264 + Penalty 1657.784674 = -549398.821590 nChanged 22 SP:Iteration 64Q (4751.803400 sec): 3 clusters Score: Raw -551066.040046 + Penalty 1657.784674 = -549408.255372 nChanged 13 SP:Iteration 65Q (4751.857075 sec): 3 clusters Score: Raw -551070.403599 + Penalty 1657.784674 = -549412.618925 nChanged 14 SP:Iteration 66Q (4751.922355 sec): 3 clusters Score: Raw -551073.586058 + Penalty 1657.784674 = -549415.801384 nChanged 5 SP:Iteration 67Q (4751.966595 sec): 3 clusters Score: Raw -551074.629419 + Penalty 1657.784674 = -549416.844745 nChanged 4 SP:Iteration 68Q (4752.020719 sec): 3 clusters Score: Raw -551076.013166 + Penalty 1657.784674 = -549418.228492 nChanged 8 SP:Iteration 69Q (4752.074803 sec): 3 clusters Score: Raw -551079.277206 + Penalty 1657.784674 = -549421.492532 nChanged 6 SP:Iteration 70Q (4752.137548 sec): 3 clusters Score: Raw -551080.461202 + Penalty 1657.784674 = -549422.676528 nChanged 5 SP:Iteration 71Q (4752.181594 sec): 3 clusters Score: Raw -551081.588775 + Penalty 1657.784674 = -549423.804101 nChanged 1 SP:Iteration 72Q (4752.235225 sec): 3 clusters Score: Raw -551081.958682 + Penalty 1657.784674 = -549424.174008 nChanged 4 SP:Iteration 73Q (4752.286725 sec): 3 clusters Score: Raw -551083.594792 + Penalty 1657.784674 = -549425.810118 nChanged 2 SP:Iteration 74Q (4752.340454 sec): 3 clusters Score: Raw -551083.941945 + Penalty 1657.784674 = -549426.157271 nChanged 1 SP:Iteration 75Q (4752.394057 sec): 3 clusters Score: Raw -551084.087835 + Penalty 1657.784674 = -549426.303161 nChanged 1 SP:Iteration 76Q (4752.447452 sec): 3 clusters Score: Raw -551084.431847 + Penalty 1657.784674 = -549426.647173 nChanged 2 SP:Iteration 77Q (4752.500924 sec): 3 clusters Score: Raw -551085.692849 + Penalty 1657.784674 = -549427.908175 nChanged 3 SP:Iteration 78Q (4752.555010 sec): 3 clusters Score: Raw -551086.388901 + Penalty 1657.784674 = -549428.604227 nChanged 0 SP:Iteration 79F (4752.607482 sec): 3 clusters Score: Raw -551086.388901 + Penalty 1657.784674 = -549428.604227 nChanged 0 Trying to split cluster 15 (2640 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4752.648314 sec): 2 clusters Score: Raw -241841.943894 + Penalty 748.460749 = -241093.483145 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4752.688465 sec): 3 clusters Score: Raw -240529.448528 + Penalty 1496.921497 = -239032.527031 nChanged 1035 SP:Iteration 1F (4752.728085 sec): 3 clusters Score: Raw -241164.857482 + Penalty 1496.921497 = -239667.935984 nChanged 219 SP:Iteration 2F (4752.777268 sec): 3 clusters Score: Raw -241299.412900 + Penalty 1496.921497 = -239802.491403 nChanged 152 SP:Iteration 3F (4752.828500 sec): 3 clusters Score: Raw -241399.217862 + Penalty 1496.921497 = -239902.296365 nChanged 119 SP:Iteration 4Q (4752.865241 sec): 3 clusters Score: Raw -241472.525725 + Penalty 1496.921497 = -239975.604228 nChanged 120 SP:Iteration 5Q (4752.918230 sec): 3 clusters Score: Raw -241545.695882 + Penalty 1496.921497 = -240048.774384 nChanged 92 SP:Iteration 6Q (4752.970665 sec): 3 clusters Score: Raw -241604.105348 + Penalty 1496.921497 = -240107.183851 nChanged 83 SP:Iteration 7Q (4753.022960 sec): 3 clusters Score: Raw -241661.920995 + Penalty 1496.921497 = -240164.999497 nChanged 74 SP:Iteration 8Q (4753.075624 sec): 3 clusters Score: Raw -241717.540650 + Penalty 1496.921497 = -240220.619152 nChanged 67 SP:Iteration 9Q (4753.128071 sec): 3 clusters Score: Raw -241756.045182 + Penalty 1496.921497 = -240259.123685 nChanged 51 SP:Iteration 10Q (4753.180438 sec): 3 clusters Score: Raw -241790.482223 + Penalty 1496.921497 = -240293.560725 nChanged 47 SP:Iteration 11Q (4753.232792 sec): 3 clusters Score: Raw -241820.661775 + Penalty 1496.921497 = -240323.740278 nChanged 40 SP:Iteration 12Q (4753.284459 sec): 3 clusters Score: Raw -241845.453214 + Penalty 1496.921497 = -240348.531717 nChanged 31 SP:Iteration 13Q (4753.336760 sec): 3 clusters Score: Raw -241862.735804 + Penalty 1496.921497 = -240365.814306 nChanged 15 SP:Iteration 14Q (4753.389227 sec): 3 clusters Score: Raw -241868.756449 + Penalty 1496.921497 = -240371.834952 nChanged 16 SP:Iteration 15Q (4753.431641 sec): 3 clusters Score: Raw -241878.157218 + Penalty 1496.921497 = -240381.235720 nChanged 18 SP:Iteration 16Q (4753.482551 sec): 3 clusters Score: Raw -241887.141294 + Penalty 1496.921497 = -240390.219797 nChanged 12 SP:Iteration 17Q (4753.533724 sec): 3 clusters Score: Raw -241892.421573 + Penalty 1496.921497 = -240395.500075 nChanged 14 SP:Iteration 18Q (4753.584773 sec): 3 clusters Score: Raw -241897.561321 + Penalty 1496.921497 = -240400.639823 nChanged 11 SP:Iteration 19Q (4753.636118 sec): 3 clusters Score: Raw -241902.764029 + Penalty 1496.921497 = -240405.842532 nChanged 6 SP:Iteration 20F (4753.690539 sec): 3 clusters Score: Raw -241905.232496 + Penalty 1496.921497 = -240408.310998 nChanged 4 SP:Iteration 21Q (4753.727502 sec): 3 clusters Score: Raw -241905.871754 + Penalty 1496.921497 = -240408.950256 nChanged 4 SP:Iteration 22Q (4753.785555 sec): 3 clusters Score: Raw -241908.215782 + Penalty 1496.921497 = -240411.294285 nChanged 7 SP:Iteration 23Q (4753.830020 sec): 3 clusters Score: Raw -241910.588844 + Penalty 1496.921497 = -240413.667347 nChanged 4 SP:Iteration 24Q (4753.870964 sec): 3 clusters Score: Raw -241911.797252 + Penalty 1496.921497 = -240414.875754 nChanged 1 SP:Iteration 25Q (4753.904835 sec): 3 clusters Score: Raw -241911.886704 + Penalty 1496.921497 = -240414.965206 nChanged 1 SP:Iteration 26Q (4753.951374 sec): 3 clusters Score: Raw -241912.635164 + Penalty 1496.921497 = -240415.713667 nChanged 4 SP:Iteration 27Q (4754.011534 sec): 3 clusters Score: Raw -241915.038106 + Penalty 1496.921497 = -240418.116608 nChanged 7 SP:Iteration 28Q (4754.056616 sec): 3 clusters Score: Raw -241919.612553 + Penalty 1496.921497 = -240422.691055 nChanged 7 SP:Iteration 29Q (4754.103341 sec): 3 clusters Score: Raw -241924.283458 + Penalty 1496.921497 = -240427.361961 nChanged 8 SP:Iteration 30Q (4754.148886 sec): 3 clusters Score: Raw -241927.637796 + Penalty 1496.921497 = -240430.716299 nChanged 9 SP:Iteration 31Q (4754.201407 sec): 3 clusters Score: Raw -241932.682290 + Penalty 1496.921497 = -240435.760793 nChanged 6 SP:Iteration 32Q (4754.243921 sec): 3 clusters Score: Raw -241934.844273 + Penalty 1496.921497 = -240437.922776 nChanged 2 SP:Iteration 33Q (4754.280711 sec): 3 clusters Score: Raw -241935.413196 + Penalty 1496.921497 = -240438.491698 nChanged 2 SP:Iteration 34Q (4754.333353 sec): 3 clusters Score: Raw -241935.776716 + Penalty 1496.921497 = -240438.855219 nChanged 1 SP:Iteration 35Q (4754.373686 sec): 3 clusters Score: Raw -241936.075523 + Penalty 1496.921497 = -240439.154026 nChanged 0 SP:Iteration 36F (4754.432967 sec): 3 clusters Score: Raw -241936.075523 + Penalty 1496.921497 = -240439.154026 nChanged 0 Trying to split cluster 16 (17517 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4754.476743 sec): 2 clusters Score: Raw -1603558.513379 + Penalty 928.238076 = -1602630.275303 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4754.546136 sec): 3 clusters Score: Raw -1592750.345327 + Penalty 1856.476152 = -1590893.869175 nChanged 8044 SP:Iteration 1F (4754.615525 sec): 3 clusters Score: Raw -1597219.052091 + Penalty 1856.476152 = -1595362.575939 nChanged 937 SP:Iteration 2F (4754.674597 sec): 3 clusters Score: Raw -1597605.527566 + Penalty 1856.476152 = -1595749.051413 nChanged 932 SP:Iteration 3F (4754.750890 sec): 3 clusters Score: Raw -1597977.469733 + Penalty 1856.476152 = -1596120.993581 nChanged 887 SP:Iteration 4F (4754.823390 sec): 3 clusters Score: Raw -1598382.014947 + Penalty 1856.476152 = -1596525.538794 nChanged 921 SP:Iteration 5F (4754.885504 sec): 3 clusters Score: Raw -1598832.278880 + Penalty 1856.476152 = -1596975.802727 nChanged 935 SP:Iteration 6F (4754.964017 sec): 3 clusters Score: Raw -1599304.458062 + Penalty 1856.476152 = -1597447.981910 nChanged 922 SP:Iteration 7F (4755.034737 sec): 3 clusters Score: Raw -1599840.728154 + Penalty 1856.476152 = -1597984.252002 nChanged 886 SP:Iteration 8F (4755.096823 sec): 3 clusters Score: Raw -1600418.502304 + Penalty 1856.476152 = -1598562.026151 nChanged 820 SP:Iteration 9Q (4755.172244 sec): 3 clusters Score: Raw -1601133.671759 + Penalty 1856.476152 = -1599277.195607 nChanged 711 SP:Iteration 10Q (4755.241051 sec): 3 clusters Score: Raw -1601773.741951 + Penalty 1856.476152 = -1599917.265798 nChanged 582 SP:Iteration 11Q (4755.315959 sec): 3 clusters Score: Raw -1602180.196597 + Penalty 1856.476152 = -1600323.720445 nChanged 429 SP:Iteration 12Q (4755.381959 sec): 3 clusters Score: Raw -1602381.155597 + Penalty 1856.476152 = -1600524.679444 nChanged 322 SP:Iteration 13Q (4755.442000 sec): 3 clusters Score: Raw -1602518.649396 + Penalty 1856.476152 = -1600662.173244 nChanged 296 SP:Iteration 14Q (4755.514997 sec): 3 clusters Score: Raw -1602651.717377 + Penalty 1856.476152 = -1600795.241225 nChanged 280 SP:Iteration 15Q (4755.577378 sec): 3 clusters Score: Raw -1602772.035477 + Penalty 1856.476152 = -1600915.559324 nChanged 260 SP:Iteration 16Q (4755.653425 sec): 3 clusters Score: Raw -1602877.751240 + Penalty 1856.476152 = -1601021.275088 nChanged 226 SP:Iteration 17Q (4755.724872 sec): 3 clusters Score: Raw -1602968.321307 + Penalty 1856.476152 = -1601111.845154 nChanged 218 SP:Iteration 18Q (4755.785453 sec): 3 clusters Score: Raw -1603055.684247 + Penalty 1856.476152 = -1601199.208095 nChanged 182 SP:Iteration 19Q (4755.861783 sec): 3 clusters Score: Raw -1603131.113354 + Penalty 1856.476152 = -1601274.637202 nChanged 173 SP:Iteration 20F (4755.927149 sec): 3 clusters Score: Raw -1603204.695564 + Penalty 1856.476152 = -1601348.219412 nChanged 159 SP:Iteration 21Q (4755.991878 sec): 3 clusters Score: Raw -1603271.463073 + Penalty 1856.476152 = -1601414.986921 nChanged 144 SP:Iteration 22Q (4756.052165 sec): 3 clusters Score: Raw -1603338.409293 + Penalty 1856.476152 = -1601481.933140 nChanged 142 SP:Iteration 23Q (4756.129265 sec): 3 clusters Score: Raw -1603402.190971 + Penalty 1856.476152 = -1601545.714819 nChanged 130 SP:Iteration 24Q (4756.197273 sec): 3 clusters Score: Raw -1603467.025406 + Penalty 1856.476152 = -1601610.549253 nChanged 125 SP:Iteration 25Q (4756.256192 sec): 3 clusters Score: Raw -1603532.246181 + Penalty 1856.476152 = -1601675.770029 nChanged 104 SP:Iteration 26Q (4756.325337 sec): 3 clusters Score: Raw -1603576.860487 + Penalty 1856.476152 = -1601720.384334 nChanged 89 SP:Iteration 27Q (4756.378623 sec): 3 clusters Score: Raw -1603613.431321 + Penalty 1856.476152 = -1601756.955169 nChanged 69 SP:Iteration 28Q (4756.439150 sec): 3 clusters Score: Raw -1603644.323473 + Penalty 1856.476152 = -1601787.847320 nChanged 56 SP:Iteration 29Q (4756.513550 sec): 3 clusters Score: Raw -1603663.680018 + Penalty 1856.476152 = -1601807.203866 nChanged 51 SP:Iteration 30Q (4756.582449 sec): 3 clusters Score: Raw -1603687.268019 + Penalty 1856.476152 = -1601830.791867 nChanged 54 SP:Iteration 31Q (4756.640269 sec): 3 clusters Score: Raw -1603710.710007 + Penalty 1856.476152 = -1601854.233854 nChanged 39 SP:Iteration 32Q (4756.715098 sec): 3 clusters Score: Raw -1603724.741409 + Penalty 1856.476152 = -1601868.265257 nChanged 37 SP:Iteration 33Q (4756.782436 sec): 3 clusters Score: Raw -1603739.177565 + Penalty 1856.476152 = -1601882.701413 nChanged 40 SP:Iteration 34Q (4756.841271 sec): 3 clusters Score: Raw -1603752.804502 + Penalty 1856.476152 = -1601896.328349 nChanged 27 SP:Iteration 35Q (4756.915835 sec): 3 clusters Score: Raw -1603761.125440 + Penalty 1856.476152 = -1601904.649288 nChanged 21 SP:Iteration 36Q (4756.975885 sec): 3 clusters Score: Raw -1603767.640263 + Penalty 1856.476152 = -1601911.164111 nChanged 19 SP:Iteration 37Q (4757.039469 sec): 3 clusters Score: Raw -1603773.575472 + Penalty 1856.476152 = -1601917.099320 nChanged 16 SP:Iteration 38Q (4757.105314 sec): 3 clusters Score: Raw -1603777.242834 + Penalty 1856.476152 = -1601920.766682 nChanged 16 SP:Iteration 39Q (4757.161475 sec): 3 clusters Score: Raw -1603782.403508 + Penalty 1856.476152 = -1601925.927356 nChanged 22 SP:Iteration 40F (4757.228793 sec): 3 clusters Score: Raw -1603789.184389 + Penalty 1856.476152 = -1601932.708237 nChanged 19 SP:Iteration 41Q (4757.301164 sec): 3 clusters Score: Raw -1603796.363965 + Penalty 1856.476152 = -1601939.887813 nChanged 22 SP:Iteration 42Q (4757.353873 sec): 3 clusters Score: Raw -1603804.563367 + Penalty 1856.476152 = -1601948.087214 nChanged 20 SP:Iteration 43Q (4757.415772 sec): 3 clusters Score: Raw -1603810.018459 + Penalty 1856.476152 = -1601953.542307 nChanged 15 SP:Iteration 44Q (4757.487788 sec): 3 clusters Score: Raw -1603814.333455 + Penalty 1856.476152 = -1601957.857302 nChanged 10 SP:Iteration 45Q (4757.557669 sec): 3 clusters Score: Raw -1603817.070191 + Penalty 1856.476152 = -1601960.594039 nChanged 13 SP:Iteration 46Q (4757.622778 sec): 3 clusters Score: Raw -1603820.085112 + Penalty 1856.476152 = -1601963.608959 nChanged 11 SP:Iteration 47Q (4757.682760 sec): 3 clusters Score: Raw -1603823.222268 + Penalty 1856.476152 = -1601966.746116 nChanged 4 SP:Iteration 48Q (4757.738542 sec): 3 clusters Score: Raw -1603824.084117 + Penalty 1856.476152 = -1601967.607965 nChanged 5 SP:Iteration 49Q (4757.808724 sec): 3 clusters Score: Raw -1603825.019154 + Penalty 1856.476152 = -1601968.543002 nChanged 4 SP:Iteration 50Q (4757.863427 sec): 3 clusters Score: Raw -1603825.516012 + Penalty 1856.476152 = -1601969.039860 nChanged 2 SP:Iteration 51Q (4757.923041 sec): 3 clusters Score: Raw -1603825.690816 + Penalty 1856.476152 = -1601969.214664 nChanged 1 SP:Iteration 52Q (4757.992115 sec): 3 clusters Score: Raw -1603825.876547 + Penalty 1856.476152 = -1601969.400394 nChanged 2 SP:Iteration 53Q (4758.044530 sec): 3 clusters Score: Raw -1603826.204463 + Penalty 1856.476152 = -1601969.728311 nChanged 4 SP:Iteration 54Q (4758.116908 sec): 3 clusters Score: Raw -1603827.272384 + Penalty 1856.476152 = -1601970.796232 nChanged 6 SP:Iteration 55Q (4758.174557 sec): 3 clusters Score: Raw -1603828.438567 + Penalty 1856.476152 = -1601971.962415 nChanged 6 SP:Iteration 56Q (4758.250231 sec): 3 clusters Score: Raw -1603829.650746 + Penalty 1856.476152 = -1601973.174594 nChanged 5 SP:Iteration 57Q (4758.308656 sec): 3 clusters Score: Raw -1603831.155658 + Penalty 1856.476152 = -1601974.679506 nChanged 4 SP:Iteration 58Q (4758.383752 sec): 3 clusters Score: Raw -1603832.168013 + Penalty 1856.476152 = -1601975.691861 nChanged 6 SP:Iteration 59Q (4758.442066 sec): 3 clusters Score: Raw -1603833.110446 + Penalty 1856.476152 = -1601976.634294 nChanged 2 SP:Iteration 60F (4758.511330 sec): 3 clusters Score: Raw -1603833.782069 + Penalty 1856.476152 = -1601977.305917 nChanged 4 SP:Iteration 61Q (4758.586101 sec): 3 clusters Score: Raw -1603834.644516 + Penalty 1856.476152 = -1601978.168364 nChanged 5 SP:Iteration 62Q (4758.650098 sec): 3 clusters Score: Raw -1603836.009396 + Penalty 1856.476152 = -1601979.533244 nChanged 12 SP:Iteration 63Q (4758.705057 sec): 3 clusters Score: Raw -1603838.859172 + Penalty 1856.476152 = -1601982.383019 nChanged 10 SP:Iteration 64Q (4758.774403 sec): 3 clusters Score: Raw -1603842.154245 + Penalty 1856.476152 = -1601985.678093 nChanged 14 SP:Iteration 65Q (4758.834995 sec): 3 clusters Score: Raw -1603848.503634 + Penalty 1856.476152 = -1601992.027482 nChanged 17 SP:Iteration 66Q (4758.899962 sec): 3 clusters Score: Raw -1603854.016207 + Penalty 1856.476152 = -1601997.540055 nChanged 15 SP:Iteration 67Q (4758.965197 sec): 3 clusters Score: Raw -1603858.501137 + Penalty 1856.476152 = -1602002.024984 nChanged 16 SP:Iteration 68Q (4759.039745 sec): 3 clusters Score: Raw -1603863.163195 + Penalty 1856.476152 = -1602006.687043 nChanged 13 SP:Iteration 69Q (4759.096566 sec): 3 clusters Score: Raw -1603867.062534 + Penalty 1856.476152 = -1602010.586381 nChanged 6 SP:Iteration 70Q (4759.170756 sec): 3 clusters Score: Raw -1603868.063769 + Penalty 1856.476152 = -1602011.587617 nChanged 5 SP:Iteration 71Q (4759.227952 sec): 3 clusters Score: Raw -1603869.297129 + Penalty 1856.476152 = -1602012.820977 nChanged 7 SP:Iteration 72Q (4759.293601 sec): 3 clusters Score: Raw -1603870.775842 + Penalty 1856.476152 = -1602014.299689 nChanged 3 SP:Iteration 73Q (4759.359316 sec): 3 clusters Score: Raw -1603871.313096 + Penalty 1856.476152 = -1602014.836943 nChanged 1 SP:Iteration 74Q (4759.424885 sec): 3 clusters Score: Raw -1603871.564463 + Penalty 1856.476152 = -1602015.088311 nChanged 3 SP:Iteration 75Q (4759.480049 sec): 3 clusters Score: Raw -1603872.140587 + Penalty 1856.476152 = -1602015.664434 nChanged 3 SP:Iteration 76Q (4759.536254 sec): 3 clusters Score: Raw -1603873.055528 + Penalty 1856.476152 = -1602016.579376 nChanged 1 SP:Iteration 77Q (4759.605823 sec): 3 clusters Score: Raw -1603873.360466 + Penalty 1856.476152 = -1602016.884314 nChanged 1 SP:Iteration 78Q (4759.671589 sec): 3 clusters Score: Raw -1603873.567283 + Penalty 1856.476152 = -1602017.091131 nChanged 1 SP:Iteration 79Q (4759.730982 sec): 3 clusters Score: Raw -1603873.961191 + Penalty 1856.476152 = -1602017.485039 nChanged 2 SP:Iteration 80F (4759.793411 sec): 3 clusters Score: Raw -1603875.018475 + Penalty 1856.476152 = -1602018.542323 nChanged 6 SP:Iteration 81Q (4759.866129 sec): 3 clusters Score: Raw -1603877.016466 + Penalty 1856.476152 = -1602020.540314 nChanged 4 SP:Iteration 82Q (4759.936926 sec): 3 clusters Score: Raw -1603878.145109 + Penalty 1856.476152 = -1602021.668956 nChanged 3 SP:Iteration 83Q (4759.997555 sec): 3 clusters Score: Raw -1603878.899454 + Penalty 1856.476152 = -1602022.423302 nChanged 3 SP:Iteration 84Q (4760.054741 sec): 3 clusters Score: Raw -1603879.481853 + Penalty 1856.476152 = -1602023.005701 nChanged 1 SP:Iteration 85Q (4760.115517 sec): 3 clusters Score: Raw -1603879.616222 + Penalty 1856.476152 = -1602023.140070 nChanged 0 SP:Iteration 86F (4760.184448 sec): 3 clusters Score: Raw -1603879.616222 + Penalty 1856.476152 = -1602023.140070 nChanged 0 Trying to split cluster 17 (57431 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4760.260243 sec): 2 clusters Score: Raw -5256453.546761 + Penalty 1041.042253 = -5255412.504508 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4760.380515 sec): 3 clusters Score: Raw -5219037.609357 + Penalty 2082.084506 = -5216955.524851 nChanged 27424 SP:Iteration 1F (4760.485653 sec): 3 clusters Score: Raw -5235126.799085 + Penalty 2082.084506 = -5233044.714579 nChanged 2040 SP:Iteration 2Q (4760.605922 sec): 3 clusters Score: Raw -5235765.740125 + Penalty 2082.084506 = -5233683.655619 nChanged 2319 SP:Iteration 3Q (4760.728026 sec): 3 clusters Score: Raw -5236656.614625 + Penalty 2082.084506 = -5234574.530118 nChanged 2863 SP:Iteration 4Q (4760.849215 sec): 3 clusters Score: Raw -5238117.469834 + Penalty 2082.084506 = -5236035.385328 nChanged 3461 SP:Iteration 5F (4760.965904 sec): 3 clusters Score: Raw -5240298.457574 + Penalty 2082.084506 = -5238216.373068 nChanged 3986 SP:Iteration 6F (4761.082334 sec): 3 clusters Score: Raw -5243372.340434 + Penalty 2082.084506 = -5241290.255928 nChanged 4233 SP:Iteration 7F (4761.189731 sec): 3 clusters Score: Raw -5247124.871609 + Penalty 2082.084506 = -5245042.787103 nChanged 3717 SP:Iteration 8F (4761.304156 sec): 3 clusters Score: Raw -5250595.538269 + Penalty 2082.084506 = -5248513.453763 nChanged 2714 SP:Iteration 9Q (4761.417798 sec): 3 clusters Score: Raw -5253091.163466 + Penalty 2082.084506 = -5251009.078960 nChanged 1805 SP:Iteration 10Q (4761.547304 sec): 3 clusters Score: Raw -5254622.247418 + Penalty 2082.084506 = -5252540.162912 nChanged 1078 SP:Iteration 11Q (4761.659749 sec): 3 clusters Score: Raw -5255467.903640 + Penalty 2082.084506 = -5253385.819134 nChanged 714 SP:Iteration 12Q (4761.772370 sec): 3 clusters Score: Raw -5256038.121886 + Penalty 2082.084506 = -5253956.037380 nChanged 463 SP:Iteration 13Q (4761.876503 sec): 3 clusters Score: Raw -5256392.478303 + Penalty 2082.084506 = -5254310.393797 nChanged 285 SP:Iteration 14Q (4761.982721 sec): 3 clusters Score: Raw -5256611.650838 + Penalty 2082.084506 = -5254529.566332 nChanged 166 SP:Iteration 15Q (4762.092591 sec): 3 clusters Score: Raw -5256737.334884 + Penalty 2082.084506 = -5254655.250378 nChanged 110 SP:Iteration 16Q (4762.189755 sec): 3 clusters Score: Raw -5256811.760055 + Penalty 2082.084506 = -5254729.675549 nChanged 81 SP:Iteration 17Q (4762.300681 sec): 3 clusters Score: Raw -5256857.740525 + Penalty 2082.084506 = -5254775.656019 nChanged 48 SP:Iteration 18Q (4762.402496 sec): 3 clusters Score: Raw -5256881.388169 + Penalty 2082.084506 = -5254799.303662 nChanged 39 SP:Iteration 19Q (4762.513754 sec): 3 clusters Score: Raw -5256896.291229 + Penalty 2082.084506 = -5254814.206723 nChanged 37 SP:Iteration 20F (4762.641826 sec): 3 clusters Score: Raw -5256910.557230 + Penalty 2082.084506 = -5254828.472724 nChanged 26 SP:Iteration 21Q (4762.747189 sec): 3 clusters Score: Raw -5256919.051796 + Penalty 2082.084506 = -5254836.967289 nChanged 11 SP:Iteration 22Q (4762.858258 sec): 3 clusters Score: Raw -5256925.371944 + Penalty 2082.084506 = -5254843.287438 nChanged 12 SP:Iteration 23Q (4762.968199 sec): 3 clusters Score: Raw -5256932.414497 + Penalty 2082.084506 = -5254850.329991 nChanged 20 SP:Iteration 24Q (4763.077518 sec): 3 clusters Score: Raw -5256939.674335 + Penalty 2082.084506 = -5254857.589829 nChanged 17 SP:Iteration 25Q (4763.177063 sec): 3 clusters Score: Raw -5256944.850660 + Penalty 2082.084506 = -5254862.766154 nChanged 9 SP:Iteration 26Q (4763.281820 sec): 3 clusters Score: Raw -5256947.662223 + Penalty 2082.084506 = -5254865.577717 nChanged 7 SP:Iteration 27Q (4763.386682 sec): 3 clusters Score: Raw -5256949.352131 + Penalty 2082.084506 = -5254867.267624 nChanged 4 SP:Iteration 28Q (4763.497699 sec): 3 clusters Score: Raw -5256950.869524 + Penalty 2082.084506 = -5254868.785018 nChanged 5 SP:Iteration 29Q (4763.611400 sec): 3 clusters Score: Raw -5256952.371423 + Penalty 2082.084506 = -5254870.286917 nChanged 3 SP:Iteration 30Q (4763.718303 sec): 3 clusters Score: Raw -5256953.101307 + Penalty 2082.084506 = -5254871.016800 nChanged 4 SP:Iteration 31Q (4763.841229 sec): 3 clusters Score: Raw -5256955.161632 + Penalty 2082.084506 = -5254873.077126 nChanged 6 SP:Iteration 32Q (4763.950721 sec): 3 clusters Score: Raw -5256956.878858 + Penalty 2082.084506 = -5254874.794351 nChanged 2 SP:Iteration 33Q (4764.060119 sec): 3 clusters Score: Raw -5256957.069090 + Penalty 2082.084506 = -5254874.984584 nChanged 1 SP:Iteration 34Q (4764.169728 sec): 3 clusters Score: Raw -5256957.635908 + Penalty 2082.084506 = -5254875.551401 nChanged 1 SP:Iteration 35Q (4764.279118 sec): 3 clusters Score: Raw -5256957.848268 + Penalty 2082.084506 = -5254875.763762 nChanged 1 SP:Iteration 36Q (4764.377636 sec): 3 clusters Score: Raw -5256958.580344 + Penalty 2082.084506 = -5254876.495837 nChanged 2 SP:Iteration 37Q (4764.480507 sec): 3 clusters Score: Raw -5256959.090766 + Penalty 2082.084506 = -5254877.006260 nChanged 3 SP:Iteration 38Q (4764.594290 sec): 3 clusters Score: Raw -5256960.441899 + Penalty 2082.084506 = -5254878.357393 nChanged 1 SP:Iteration 39Q (4764.699114 sec): 3 clusters Score: Raw -5256960.588083 + Penalty 2082.084506 = -5254878.503577 nChanged 0 SP:Iteration 40F (4764.813423 sec): 3 clusters Score: Raw -5256960.588083 + Penalty 2082.084506 = -5254878.503577 nChanged 0 Trying to split cluster 18 (1763 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4764.846615 sec): 2 clusters Score: Raw -156700.941113 + Penalty 710.103357 = -155990.837756 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4764.896551 sec): 3 clusters Score: Raw -155888.516910 + Penalty 1420.206715 = -154468.310195 nChanged 637 SP:Iteration 1F (4764.946204 sec): 3 clusters Score: Raw -156271.494977 + Penalty 1420.206715 = -154851.288262 nChanged 145 SP:Iteration 2F (4764.980410 sec): 3 clusters Score: Raw -156384.679970 + Penalty 1420.206715 = -154964.473255 nChanged 98 SP:Iteration 3F (4765.036001 sec): 3 clusters Score: Raw -156477.104094 + Penalty 1420.206715 = -155056.897379 nChanged 86 SP:Iteration 4Q (4765.088153 sec): 3 clusters Score: Raw -156547.397474 + Penalty 1420.206715 = -155127.190760 nChanged 85 SP:Iteration 5Q (4765.137738 sec): 3 clusters Score: Raw -156624.904693 + Penalty 1420.206715 = -155204.697978 nChanged 83 SP:Iteration 6Q (4765.174997 sec): 3 clusters Score: Raw -156692.690921 + Penalty 1420.206715 = -155272.484206 nChanged 88 SP:Iteration 7Q (4765.225646 sec): 3 clusters Score: Raw -156752.710094 + Penalty 1420.206715 = -155332.503380 nChanged 69 SP:Iteration 8Q (4765.276420 sec): 3 clusters Score: Raw -156800.538599 + Penalty 1420.206715 = -155380.331885 nChanged 57 SP:Iteration 9Q (4765.326882 sec): 3 clusters Score: Raw -156835.059563 + Penalty 1420.206715 = -155414.852848 nChanged 52 SP:Iteration 10Q (4765.377306 sec): 3 clusters Score: Raw -156871.670874 + Penalty 1420.206715 = -155451.464160 nChanged 32 SP:Iteration 11Q (4765.430518 sec): 3 clusters Score: Raw -156889.289278 + Penalty 1420.206715 = -155469.082563 nChanged 27 SP:Iteration 12Q (4765.477334 sec): 3 clusters Score: Raw -156905.560437 + Penalty 1420.206715 = -155485.353723 nChanged 29 SP:Iteration 13Q (4765.528566 sec): 3 clusters Score: Raw -156923.560066 + Penalty 1420.206715 = -155503.353352 nChanged 28 SP:Iteration 14Q (4765.572585 sec): 3 clusters Score: Raw -156941.916144 + Penalty 1420.206715 = -155521.709429 nChanged 26 SP:Iteration 15Q (4765.613676 sec): 3 clusters Score: Raw -156958.059551 + Penalty 1420.206715 = -155537.852837 nChanged 18 SP:Iteration 16Q (4765.649962 sec): 3 clusters Score: Raw -156970.156176 + Penalty 1420.206715 = -155549.949462 nChanged 16 SP:Iteration 17Q (4765.705574 sec): 3 clusters Score: Raw -156983.525909 + Penalty 1420.206715 = -155563.319195 nChanged 16 SP:Iteration 18Q (4765.754213 sec): 3 clusters Score: Raw -156993.401384 + Penalty 1420.206715 = -155573.194670 nChanged 14 SP:Iteration 19Q (4765.798315 sec): 3 clusters Score: Raw -156998.663385 + Penalty 1420.206715 = -155578.456670 nChanged 7 SP:Iteration 20F (4765.842744 sec): 3 clusters Score: Raw -157001.567322 + Penalty 1420.206715 = -155581.360608 nChanged 5 SP:Iteration 21Q (4765.889687 sec): 3 clusters Score: Raw -157003.710144 + Penalty 1420.206715 = -155583.503429 nChanged 2 SP:Iteration 22Q (4765.927037 sec): 3 clusters Score: Raw -157004.153815 + Penalty 1420.206715 = -155583.947101 nChanged 1 SP:Iteration 23Q (4765.968383 sec): 3 clusters Score: Raw -157004.410799 + Penalty 1420.206715 = -155584.204085 nChanged 1 SP:Iteration 24Q (4766.017777 sec): 3 clusters Score: Raw -157004.839493 + Penalty 1420.206715 = -155584.632778 nChanged 0 SP:Iteration 25F (4766.069555 sec): 3 clusters Score: Raw -157004.839493 + Penalty 1420.206715 = -155584.632778 nChanged 0 Trying to split cluster 19 (28831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4766.125821 sec): 2 clusters Score: Raw -2780540.711985 + Penalty 975.574615 = -2779565.137369 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4766.207834 sec): 3 clusters Score: Raw -2762321.596020 + Penalty 1951.149230 = -2760370.446789 nChanged 13520 SP:Iteration 1F (4766.292835 sec): 3 clusters Score: Raw -2770307.478767 + Penalty 1951.149230 = -2768356.329536 nChanged 1229 SP:Iteration 2Q (4766.371437 sec): 3 clusters Score: Raw -2770809.602593 + Penalty 1951.149230 = -2768858.453363 nChanged 1401 SP:Iteration 3Q (4766.449414 sec): 3 clusters Score: Raw -2771476.177978 + Penalty 1951.149230 = -2769525.028747 nChanged 1519 SP:Iteration 4F (4766.531452 sec): 3 clusters Score: Raw -2772322.854100 + Penalty 1951.149230 = -2770371.704870 nChanged 1673 SP:Iteration 5F (4766.610421 sec): 3 clusters Score: Raw -2773423.649816 + Penalty 1951.149230 = -2771472.500586 nChanged 1681 SP:Iteration 6F (4766.686947 sec): 3 clusters Score: Raw -2774695.311599 + Penalty 1951.149230 = -2772744.162369 nChanged 1531 SP:Iteration 7F (4766.769009 sec): 3 clusters Score: Raw -2775823.797628 + Penalty 1951.149230 = -2773872.648397 nChanged 1278 SP:Iteration 8Q (4766.842430 sec): 3 clusters Score: Raw -2776657.207392 + Penalty 1951.149230 = -2774706.058161 nChanged 999 SP:Iteration 9Q (4766.922160 sec): 3 clusters Score: Raw -2777246.841214 + Penalty 1951.149230 = -2775295.691983 nChanged 830 SP:Iteration 10Q (4767.002580 sec): 3 clusters Score: Raw -2777675.312447 + Penalty 1951.149230 = -2775724.163217 nChanged 660 SP:Iteration 11Q (4767.080430 sec): 3 clusters Score: Raw -2778009.012633 + Penalty 1951.149230 = -2776057.863402 nChanged 612 SP:Iteration 12Q (4767.171169 sec): 3 clusters Score: Raw -2778326.914095 + Penalty 1951.149230 = -2776375.764865 nChanged 583 SP:Iteration 13Q (4767.242996 sec): 3 clusters Score: Raw -2778652.440980 + Penalty 1951.149230 = -2776701.291750 nChanged 567 SP:Iteration 14Q (4767.313474 sec): 3 clusters Score: Raw -2778984.349662 + Penalty 1951.149230 = -2777033.200432 nChanged 535 SP:Iteration 15Q (4767.391116 sec): 3 clusters Score: Raw -2779321.901502 + Penalty 1951.149230 = -2777370.752271 nChanged 477 SP:Iteration 16Q (4767.461087 sec): 3 clusters Score: Raw -2779624.874642 + Penalty 1951.149230 = -2777673.725411 nChanged 378 SP:Iteration 17Q (4767.542324 sec): 3 clusters Score: Raw -2779855.491970 + Penalty 1951.149230 = -2777904.342739 nChanged 315 SP:Iteration 18Q (4767.611183 sec): 3 clusters Score: Raw -2780046.592500 + Penalty 1951.149230 = -2778095.443270 nChanged 253 SP:Iteration 19Q (4767.674653 sec): 3 clusters Score: Raw -2780199.262037 + Penalty 1951.149230 = -2778248.112806 nChanged 205 SP:Iteration 20F (4767.744787 sec): 3 clusters Score: Raw -2780329.516929 + Penalty 1951.149230 = -2778378.367698 nChanged 163 SP:Iteration 21Q (4767.820170 sec): 3 clusters Score: Raw -2780430.735802 + Penalty 1951.149230 = -2778479.586571 nChanged 118 SP:Iteration 22Q (4767.893819 sec): 3 clusters Score: Raw -2780506.979178 + Penalty 1951.149230 = -2778555.829948 nChanged 73 SP:Iteration 23Q (4767.968461 sec): 3 clusters Score: Raw -2780542.869728 + Penalty 1951.149230 = -2778591.720498 nChanged 53 SP:Iteration 24Q (4768.036979 sec): 3 clusters Score: Raw -2780575.716098 + Penalty 1951.149230 = -2778624.566868 nChanged 40 SP:Iteration 25Q (4768.112420 sec): 3 clusters Score: Raw -2780599.584418 + Penalty 1951.149230 = -2778648.435188 nChanged 28 SP:Iteration 26Q (4768.172453 sec): 3 clusters Score: Raw -2780616.272531 + Penalty 1951.149230 = -2778665.123300 nChanged 19 SP:Iteration 27Q (4768.240126 sec): 3 clusters Score: Raw -2780626.461692 + Penalty 1951.149230 = -2778675.312461 nChanged 16 SP:Iteration 28Q (4768.291879 sec): 3 clusters Score: Raw -2780634.101059 + Penalty 1951.149230 = -2778682.951828 nChanged 13 SP:Iteration 29Q (4768.359403 sec): 3 clusters Score: Raw -2780641.293367 + Penalty 1951.149230 = -2778690.144137 nChanged 16 SP:Iteration 30Q (4768.434207 sec): 3 clusters Score: Raw -2780651.722869 + Penalty 1951.149230 = -2778700.573639 nChanged 8 SP:Iteration 31Q (4768.500671 sec): 3 clusters Score: Raw -2780657.860250 + Penalty 1951.149230 = -2778706.711019 nChanged 12 SP:Iteration 32Q (4768.573272 sec): 3 clusters Score: Raw -2780664.771463 + Penalty 1951.149230 = -2778713.622232 nChanged 6 SP:Iteration 33Q (4768.648385 sec): 3 clusters Score: Raw -2780667.712662 + Penalty 1951.149230 = -2778716.563432 nChanged 5 SP:Iteration 34Q (4768.717051 sec): 3 clusters Score: Raw -2780669.806825 + Penalty 1951.149230 = -2778718.657595 nChanged 3 SP:Iteration 35Q (4768.787175 sec): 3 clusters Score: Raw -2780672.616307 + Penalty 1951.149230 = -2778721.467076 nChanged 4 SP:Iteration 36Q (4768.866386 sec): 3 clusters Score: Raw -2780675.680829 + Penalty 1951.149230 = -2778724.531599 nChanged 6 SP:Iteration 37Q (4768.938317 sec): 3 clusters Score: Raw -2780677.825944 + Penalty 1951.149230 = -2778726.676714 nChanged 4 SP:Iteration 38Q (4769.016033 sec): 3 clusters Score: Raw -2780680.942427 + Penalty 1951.149230 = -2778729.793197 nChanged 5 SP:Iteration 39Q (4769.099947 sec): 3 clusters Score: Raw -2780682.977548 + Penalty 1951.149230 = -2778731.828317 nChanged 1 SP:Iteration 40F (4769.172932 sec): 3 clusters Score: Raw -2780683.660027 + Penalty 1951.149230 = -2778732.510797 nChanged 3 SP:Iteration 41Q (4769.261120 sec): 3 clusters Score: Raw -2780684.881727 + Penalty 1951.149230 = -2778733.732497 nChanged 2 SP:Iteration 42Q (4769.337105 sec): 3 clusters Score: Raw -2780685.814947 + Penalty 1951.149230 = -2778734.665716 nChanged 0 SP:Iteration 43F (4769.416578 sec): 3 clusters Score: Raw -2780685.814947 + Penalty 1951.149230 = -2778734.665716 nChanged 0 Trying to split cluster 20 (21588 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4769.461573 sec): 2 clusters Score: Raw -1842564.891086 + Penalty 948.089824 = -1841616.801262 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4769.539192 sec): 3 clusters Score: Raw -1829074.847578 + Penalty 1896.179648 = -1827178.667930 nChanged 10078 SP:Iteration 1F (4769.613074 sec): 3 clusters Score: Raw -1835167.752584 + Penalty 1896.179648 = -1833271.572937 nChanged 1175 SP:Iteration 2F (4769.679816 sec): 3 clusters Score: Raw -1835764.494004 + Penalty 1896.179648 = -1833868.314356 nChanged 1277 SP:Iteration 3F (4769.754719 sec): 3 clusters Score: Raw -1836598.119181 + Penalty 1896.179648 = -1834701.939533 nChanged 1422 SP:Iteration 4F (4769.828073 sec): 3 clusters Score: Raw -1837661.104140 + Penalty 1896.179648 = -1835764.924492 nChanged 1566 SP:Iteration 5F (4769.899219 sec): 3 clusters Score: Raw -1838920.075492 + Penalty 1896.179648 = -1837023.895845 nChanged 1505 SP:Iteration 6F (4769.979980 sec): 3 clusters Score: Raw -1840048.469599 + Penalty 1896.179648 = -1838152.289951 nChanged 1227 SP:Iteration 7F (4770.012174 sec): 3 clusters Score: Raw -1840807.141881 + Penalty 1896.179648 = -1838910.962233 nChanged 817 SP:Iteration 8Q (4770.088289 sec): 3 clusters Score: Raw -1841274.288440 + Penalty 1896.179648 = -1839378.108792 nChanged 591 SP:Iteration 9Q (4770.170754 sec): 3 clusters Score: Raw -1841619.353241 + Penalty 1896.179648 = -1839723.173593 nChanged 486 SP:Iteration 10Q (4770.247096 sec): 3 clusters Score: Raw -1841952.193688 + Penalty 1896.179648 = -1840056.014041 nChanged 464 SP:Iteration 11Q (4770.322786 sec): 3 clusters Score: Raw -1842260.298205 + Penalty 1896.179648 = -1840364.118557 nChanged 390 SP:Iteration 12Q (4770.399157 sec): 3 clusters Score: Raw -1842464.157078 + Penalty 1896.179648 = -1840567.977430 nChanged 320 SP:Iteration 13Q (4770.475326 sec): 3 clusters Score: Raw -1842583.653360 + Penalty 1896.179648 = -1840687.473712 nChanged 243 SP:Iteration 14Q (4770.551195 sec): 3 clusters Score: Raw -1842656.631218 + Penalty 1896.179648 = -1840760.451570 nChanged 197 SP:Iteration 15Q (4770.619851 sec): 3 clusters Score: Raw -1842705.784630 + Penalty 1896.179648 = -1840809.604982 nChanged 172 SP:Iteration 16Q (4770.702677 sec): 3 clusters Score: Raw -1842746.329753 + Penalty 1896.179648 = -1840850.150106 nChanged 162 SP:Iteration 17Q (4770.767463 sec): 3 clusters Score: Raw -1842786.598601 + Penalty 1896.179648 = -1840890.418953 nChanged 167 SP:Iteration 18Q (4770.839378 sec): 3 clusters Score: Raw -1842823.450750 + Penalty 1896.179648 = -1840927.271102 nChanged 144 SP:Iteration 19Q (4770.917477 sec): 3 clusters Score: Raw -1842854.065279 + Penalty 1896.179648 = -1840957.885631 nChanged 136 SP:Iteration 20F (4770.993542 sec): 3 clusters Score: Raw -1842884.076106 + Penalty 1896.179648 = -1840987.896458 nChanged 145 SP:Iteration 21Q (4771.077319 sec): 3 clusters Score: Raw -1842916.478840 + Penalty 1896.179648 = -1841020.299192 nChanged 150 SP:Iteration 22Q (4771.152304 sec): 3 clusters Score: Raw -1842949.857504 + Penalty 1896.179648 = -1841053.677856 nChanged 133 SP:Iteration 23Q (4771.226325 sec): 3 clusters Score: Raw -1842976.464922 + Penalty 1896.179648 = -1841080.285274 nChanged 103 SP:Iteration 24Q (4771.300803 sec): 3 clusters Score: Raw -1842993.377358 + Penalty 1896.179648 = -1841097.197710 nChanged 92 SP:Iteration 25Q (4771.374778 sec): 3 clusters Score: Raw -1843010.810393 + Penalty 1896.179648 = -1841114.630746 nChanged 80 SP:Iteration 26Q (4771.448247 sec): 3 clusters Score: Raw -1843024.922058 + Penalty 1896.179648 = -1841128.742410 nChanged 80 SP:Iteration 27Q (4771.511463 sec): 3 clusters Score: Raw -1843037.140114 + Penalty 1896.179648 = -1841140.960466 nChanged 72 SP:Iteration 28Q (4771.588957 sec): 3 clusters Score: Raw -1843047.076361 + Penalty 1896.179648 = -1841150.896713 nChanged 68 SP:Iteration 29Q (4771.662337 sec): 3 clusters Score: Raw -1843055.868142 + Penalty 1896.179648 = -1841159.688494 nChanged 67 SP:Iteration 30Q (4771.737606 sec): 3 clusters Score: Raw -1843064.957680 + Penalty 1896.179648 = -1841168.778032 nChanged 70 SP:Iteration 31Q (4771.771409 sec): 3 clusters Score: Raw -1843075.536334 + Penalty 1896.179648 = -1841179.356686 nChanged 67 SP:Iteration 32Q (4771.853898 sec): 3 clusters Score: Raw -1843086.752681 + Penalty 1896.179648 = -1841190.573033 nChanged 80 SP:Iteration 33Q (4771.921820 sec): 3 clusters Score: Raw -1843100.613387 + Penalty 1896.179648 = -1841204.433739 nChanged 90 SP:Iteration 34Q (4771.989313 sec): 3 clusters Score: Raw -1843114.508193 + Penalty 1896.179648 = -1841218.328545 nChanged 68 SP:Iteration 35Q (4772.063795 sec): 3 clusters Score: Raw -1843123.393205 + Penalty 1896.179648 = -1841227.213557 nChanged 46 SP:Iteration 36Q (4772.145476 sec): 3 clusters Score: Raw -1843129.408698 + Penalty 1896.179648 = -1841233.229050 nChanged 50 SP:Iteration 37Q (4772.181206 sec): 3 clusters Score: Raw -1843135.543123 + Penalty 1896.179648 = -1841239.363475 nChanged 43 SP:Iteration 38Q (4772.262701 sec): 3 clusters Score: Raw -1843141.021270 + Penalty 1896.179648 = -1841244.841622 nChanged 46 SP:Iteration 39Q (4772.326044 sec): 3 clusters Score: Raw -1843146.947701 + Penalty 1896.179648 = -1841250.768054 nChanged 45 SP:Iteration 40F (4772.407618 sec): 3 clusters Score: Raw -1843152.003219 + Penalty 1896.179648 = -1841255.823571 nChanged 36 SP:Iteration 41Q (4772.478927 sec): 3 clusters Score: Raw -1843156.119321 + Penalty 1896.179648 = -1841259.939673 nChanged 39 SP:Iteration 42Q (4772.552755 sec): 3 clusters Score: Raw -1843160.853750 + Penalty 1896.179648 = -1841264.674102 nChanged 30 SP:Iteration 43Q (4772.626223 sec): 3 clusters Score: Raw -1843164.086166 + Penalty 1896.179648 = -1841267.906518 nChanged 30 SP:Iteration 44Q (4772.692969 sec): 3 clusters Score: Raw -1843167.558271 + Penalty 1896.179648 = -1841271.378623 nChanged 21 SP:Iteration 45Q (4772.762309 sec): 3 clusters Score: Raw -1843169.300810 + Penalty 1896.179648 = -1841273.121162 nChanged 25 SP:Iteration 46Q (4772.835162 sec): 3 clusters Score: Raw -1843171.724949 + Penalty 1896.179648 = -1841275.545301 nChanged 24 SP:Iteration 47Q (4772.915762 sec): 3 clusters Score: Raw -1843173.486526 + Penalty 1896.179648 = -1841277.306878 nChanged 12 SP:Iteration 48Q (4772.980740 sec): 3 clusters Score: Raw -1843174.259616 + Penalty 1896.179648 = -1841278.079968 nChanged 12 SP:Iteration 49Q (4773.051649 sec): 3 clusters Score: Raw -1843175.079045 + Penalty 1896.179648 = -1841278.899397 nChanged 13 SP:Iteration 50Q (4773.122500 sec): 3 clusters Score: Raw -1843175.885655 + Penalty 1896.179648 = -1841279.706008 nChanged 11 SP:Iteration 51Q (4773.196188 sec): 3 clusters Score: Raw -1843176.690357 + Penalty 1896.179648 = -1841280.510709 nChanged 17 SP:Iteration 52Q (4773.270097 sec): 3 clusters Score: Raw -1843178.998112 + Penalty 1896.179648 = -1841282.818464 nChanged 21 SP:Iteration 53Q (4773.341999 sec): 3 clusters Score: Raw -1843181.622943 + Penalty 1896.179648 = -1841285.443295 nChanged 22 SP:Iteration 54Q (4773.415455 sec): 3 clusters Score: Raw -1843184.136606 + Penalty 1896.179648 = -1841287.956958 nChanged 23 SP:Iteration 55Q (4773.487889 sec): 3 clusters Score: Raw -1843187.528702 + Penalty 1896.179648 = -1841291.349054 nChanged 24 SP:Iteration 56Q (4773.561517 sec): 3 clusters Score: Raw -1843190.459971 + Penalty 1896.179648 = -1841294.280323 nChanged 21 SP:Iteration 57Q (4773.634663 sec): 3 clusters Score: Raw -1843192.422661 + Penalty 1896.179648 = -1841296.243013 nChanged 19 SP:Iteration 58Q (4773.707310 sec): 3 clusters Score: Raw -1843194.290449 + Penalty 1896.179648 = -1841298.110801 nChanged 15 SP:Iteration 59Q (4773.780103 sec): 3 clusters Score: Raw -1843195.606276 + Penalty 1896.179648 = -1841299.426628 nChanged 14 SP:Iteration 60F (4773.855294 sec): 3 clusters Score: Raw -1843197.037458 + Penalty 1896.179648 = -1841300.857810 nChanged 15 SP:Iteration 61Q (4773.917393 sec): 3 clusters Score: Raw -1843198.400186 + Penalty 1896.179648 = -1841302.220538 nChanged 13 SP:Iteration 62Q (4773.986729 sec): 3 clusters Score: Raw -1843199.555930 + Penalty 1896.179648 = -1841303.376282 nChanged 13 SP:Iteration 63Q (4774.054297 sec): 3 clusters Score: Raw -1843200.816149 + Penalty 1896.179648 = -1841304.636501 nChanged 9 SP:Iteration 64Q (4774.124876 sec): 3 clusters Score: Raw -1843201.321389 + Penalty 1896.179648 = -1841305.141741 nChanged 9 SP:Iteration 65Q (4774.198694 sec): 3 clusters Score: Raw -1843202.008647 + Penalty 1896.179648 = -1841305.828999 nChanged 5 SP:Iteration 66Q (4774.272785 sec): 3 clusters Score: Raw -1843202.356532 + Penalty 1896.179648 = -1841306.176884 nChanged 5 SP:Iteration 67Q (4774.340156 sec): 3 clusters Score: Raw -1843202.793579 + Penalty 1896.179648 = -1841306.613931 nChanged 9 SP:Iteration 68Q (4774.421985 sec): 3 clusters Score: Raw -1843203.622206 + Penalty 1896.179648 = -1841307.442558 nChanged 3 SP:Iteration 69Q (4774.495195 sec): 3 clusters Score: Raw -1843203.761605 + Penalty 1896.179648 = -1841307.581957 nChanged 4 SP:Iteration 70Q (4774.560308 sec): 3 clusters Score: Raw -1843204.029100 + Penalty 1896.179648 = -1841307.849452 nChanged 4 SP:Iteration 71Q (4774.640328 sec): 3 clusters Score: Raw -1843204.338705 + Penalty 1896.179648 = -1841308.159057 nChanged 5 SP:Iteration 72Q (4774.712983 sec): 3 clusters Score: Raw -1843204.798251 + Penalty 1896.179648 = -1841308.618603 nChanged 6 SP:Iteration 73Q (4774.785718 sec): 3 clusters Score: Raw -1843205.199743 + Penalty 1896.179648 = -1841309.020095 nChanged 6 SP:Iteration 74Q (4774.856759 sec): 3 clusters Score: Raw -1843205.623922 + Penalty 1896.179648 = -1841309.444274 nChanged 5 SP:Iteration 75Q (4774.924654 sec): 3 clusters Score: Raw -1843205.890449 + Penalty 1896.179648 = -1841309.710801 nChanged 4 SP:Iteration 76Q (4774.993596 sec): 3 clusters Score: Raw -1843206.046703 + Penalty 1896.179648 = -1841309.867055 nChanged 3 SP:Iteration 77Q (4775.059560 sec): 3 clusters Score: Raw -1843206.140305 + Penalty 1896.179648 = -1841309.960657 nChanged 0 SP:Iteration 78F (4775.124173 sec): 3 clusters Score: Raw -1843206.140305 + Penalty 1896.179648 = -1841309.960657 nChanged 0 Trying to split cluster 21 (30854 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4775.180958 sec): 2 clusters Score: Raw -2971197.661754 + Penalty 982.017060 = -2970215.644695 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4775.259381 sec): 3 clusters Score: Raw -2951717.684530 + Penalty 1964.034119 = -2949753.650410 nChanged 14551 SP:Iteration 1F (4775.345661 sec): 3 clusters Score: Raw -2960256.276594 + Penalty 1964.034119 = -2958292.242474 nChanged 1530 SP:Iteration 2Q (4775.434438 sec): 3 clusters Score: Raw -2960831.612643 + Penalty 1964.034119 = -2958867.578524 nChanged 1600 SP:Iteration 3F (4775.520234 sec): 3 clusters Score: Raw -2961475.087278 + Penalty 1964.034119 = -2959511.053159 nChanged 1652 SP:Iteration 4F (4775.605848 sec): 3 clusters Score: Raw -2962217.182241 + Penalty 1964.034119 = -2960253.148122 nChanged 1671 SP:Iteration 5F (4775.681295 sec): 3 clusters Score: Raw -2963060.508070 + Penalty 1964.034119 = -2961096.473951 nChanged 1672 SP:Iteration 6F (4775.763383 sec): 3 clusters Score: Raw -2964053.999880 + Penalty 1964.034119 = -2962089.965761 nChanged 1691 SP:Iteration 7F (4775.847535 sec): 3 clusters Score: Raw -2965214.980840 + Penalty 1964.034119 = -2963250.946720 nChanged 1528 SP:Iteration 8Q (4775.932678 sec): 3 clusters Score: Raw -2966364.447161 + Penalty 1964.034119 = -2964400.413042 nChanged 1298 SP:Iteration 9Q (4776.020328 sec): 3 clusters Score: Raw -2967287.244201 + Penalty 1964.034119 = -2965323.210082 nChanged 1021 SP:Iteration 10Q (4776.106809 sec): 3 clusters Score: Raw -2967905.217842 + Penalty 1964.034119 = -2965941.183723 nChanged 773 SP:Iteration 11Q (4776.192878 sec): 3 clusters Score: Raw -2968285.928724 + Penalty 1964.034119 = -2966321.894605 nChanged 670 SP:Iteration 12Q (4776.277844 sec): 3 clusters Score: Raw -2968609.774605 + Penalty 1964.034119 = -2966645.740486 nChanged 665 SP:Iteration 13Q (4776.360897 sec): 3 clusters Score: Raw -2968929.231524 + Penalty 1964.034119 = -2966965.197405 nChanged 621 SP:Iteration 14Q (4776.435402 sec): 3 clusters Score: Raw -2969239.576766 + Penalty 1964.034119 = -2967275.542646 nChanged 563 SP:Iteration 15Q (4776.516591 sec): 3 clusters Score: Raw -2969532.239418 + Penalty 1964.034119 = -2967568.205298 nChanged 571 SP:Iteration 16Q (4776.599541 sec): 3 clusters Score: Raw -2969830.493524 + Penalty 1964.034119 = -2967866.459405 nChanged 489 SP:Iteration 17Q (4776.683130 sec): 3 clusters Score: Raw -2970088.059457 + Penalty 1964.034119 = -2968124.025338 nChanged 452 SP:Iteration 18Q (4776.753312 sec): 3 clusters Score: Raw -2970337.405216 + Penalty 1964.034119 = -2968373.371096 nChanged 384 SP:Iteration 19Q (4776.836134 sec): 3 clusters Score: Raw -2970557.385155 + Penalty 1964.034119 = -2968593.351035 nChanged 337 SP:Iteration 20F (4776.920351 sec): 3 clusters Score: Raw -2970728.576281 + Penalty 1964.034119 = -2968764.542161 nChanged 274 SP:Iteration 21Q (4776.994286 sec): 3 clusters Score: Raw -2970865.531255 + Penalty 1964.034119 = -2968901.497136 nChanged 252 SP:Iteration 22Q (4777.073781 sec): 3 clusters Score: Raw -2970986.933186 + Penalty 1964.034119 = -2969022.899067 nChanged 190 SP:Iteration 23Q (4777.144591 sec): 3 clusters Score: Raw -2971075.819219 + Penalty 1964.034119 = -2969111.785100 nChanged 162 SP:Iteration 24Q (4777.225937 sec): 3 clusters Score: Raw -2971152.047932 + Penalty 1964.034119 = -2969188.013813 nChanged 145 SP:Iteration 25Q (4777.307686 sec): 3 clusters Score: Raw -2971215.626962 + Penalty 1964.034119 = -2969251.592843 nChanged 103 SP:Iteration 26Q (4777.388363 sec): 3 clusters Score: Raw -2971263.010509 + Penalty 1964.034119 = -2969298.976390 nChanged 87 SP:Iteration 27Q (4777.469582 sec): 3 clusters Score: Raw -2971298.331473 + Penalty 1964.034119 = -2969334.297354 nChanged 66 SP:Iteration 28Q (4777.551250 sec): 3 clusters Score: Raw -2971325.840894 + Penalty 1964.034119 = -2969361.806774 nChanged 51 SP:Iteration 29Q (4777.623332 sec): 3 clusters Score: Raw -2971343.584353 + Penalty 1964.034119 = -2969379.550234 nChanged 42 SP:Iteration 30Q (4777.701522 sec): 3 clusters Score: Raw -2971356.387923 + Penalty 1964.034119 = -2969392.353803 nChanged 33 SP:Iteration 31Q (4777.743888 sec): 3 clusters Score: Raw -2971365.812747 + Penalty 1964.034119 = -2969401.778628 nChanged 24 SP:Iteration 32Q (4777.832311 sec): 3 clusters Score: Raw -2971371.339203 + Penalty 1964.034119 = -2969407.305084 nChanged 16 SP:Iteration 33Q (4777.908520 sec): 3 clusters Score: Raw -2971376.464382 + Penalty 1964.034119 = -2969412.430263 nChanged 23 SP:Iteration 34Q (4777.985331 sec): 3 clusters Score: Raw -2971382.352989 + Penalty 1964.034119 = -2969418.318870 nChanged 17 SP:Iteration 35Q (4778.064003 sec): 3 clusters Score: Raw -2971386.100669 + Penalty 1964.034119 = -2969422.066550 nChanged 17 SP:Iteration 36Q (4778.140401 sec): 3 clusters Score: Raw -2971390.091011 + Penalty 1964.034119 = -2969426.056892 nChanged 7 SP:Iteration 37Q (4778.220550 sec): 3 clusters Score: Raw -2971392.754089 + Penalty 1964.034119 = -2969428.719970 nChanged 7 SP:Iteration 38Q (4778.302834 sec): 3 clusters Score: Raw -2971394.166225 + Penalty 1964.034119 = -2969430.132106 nChanged 6 SP:Iteration 39Q (4778.384586 sec): 3 clusters Score: Raw -2971395.286253 + Penalty 1964.034119 = -2969431.252134 nChanged 6 SP:Iteration 40F (4778.464502 sec): 3 clusters Score: Raw -2971396.477528 + Penalty 1964.034119 = -2969432.443409 nChanged 6 SP:Iteration 41Q (4778.536236 sec): 3 clusters Score: Raw -2971397.797723 + Penalty 1964.034119 = -2969433.763604 nChanged 5 SP:Iteration 42Q (4778.616019 sec): 3 clusters Score: Raw -2971398.887867 + Penalty 1964.034119 = -2969434.853748 nChanged 4 SP:Iteration 43Q (4778.698295 sec): 3 clusters Score: Raw -2971399.937964 + Penalty 1964.034119 = -2969435.903844 nChanged 5 SP:Iteration 44Q (4778.787406 sec): 3 clusters Score: Raw -2971401.090618 + Penalty 1964.034119 = -2969437.056499 nChanged 4 SP:Iteration 45Q (4778.877143 sec): 3 clusters Score: Raw -2971401.932669 + Penalty 1964.034119 = -2969437.898550 nChanged 4 SP:Iteration 46Q (4778.949095 sec): 3 clusters Score: Raw -2971402.652753 + Penalty 1964.034119 = -2969438.618634 nChanged 4 SP:Iteration 47Q (4779.031586 sec): 3 clusters Score: Raw -2971403.743379 + Penalty 1964.034119 = -2969439.709259 nChanged 2 SP:Iteration 48Q (4779.101806 sec): 3 clusters Score: Raw -2971403.958395 + Penalty 1964.034119 = -2969439.924276 nChanged 2 SP:Iteration 49Q (4779.184787 sec): 3 clusters Score: Raw -2971404.444215 + Penalty 1964.034119 = -2969440.410096 nChanged 4 SP:Iteration 50Q (4779.276209 sec): 3 clusters Score: Raw -2971405.226607 + Penalty 1964.034119 = -2969441.192487 nChanged 3 SP:Iteration 51Q (4779.341860 sec): 3 clusters Score: Raw -2971405.764918 + Penalty 1964.034119 = -2969441.730798 nChanged 1 SP:Iteration 52Q (4779.424793 sec): 3 clusters Score: Raw -2971405.943953 + Penalty 1964.034119 = -2969441.909834 nChanged 1 SP:Iteration 53Q (4779.505208 sec): 3 clusters Score: Raw -2971406.510534 + Penalty 1964.034119 = -2969442.476415 nChanged 3 SP:Iteration 54Q (4779.587234 sec): 3 clusters Score: Raw -2971407.020923 + Penalty 1964.034119 = -2969442.986804 nChanged 0 SP:Iteration 55F (4779.674437 sec): 3 clusters Score: Raw -2971407.020923 + Penalty 1964.034119 = -2969442.986804 nChanged 0 Trying to split cluster 22 (134422 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4779.844206 sec): 2 clusters Score: Raw -12881897.763837 + Penalty 1121.830241 = -12880775.933595 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4780.051028 sec): 3 clusters Score: Raw -12792671.559712 + Penalty 2243.660483 = -12790427.899229 nChanged 65333 SP:Iteration 1F (4780.272483 sec): 3 clusters Score: Raw -12833134.181295 + Penalty 2243.660483 = -12830890.520812 nChanged 7240 SP:Iteration 2F (4780.479942 sec): 3 clusters Score: Raw -12836659.309052 + Penalty 2243.660483 = -12834415.648569 nChanged 9296 SP:Iteration 3F (4780.684813 sec): 3 clusters Score: Raw -12842593.656422 + Penalty 2243.660483 = -12840349.995939 nChanged 11260 SP:Iteration 4F (4780.898726 sec): 3 clusters Score: Raw -12851635.909514 + Penalty 2243.660483 = -12849392.249031 nChanged 11573 SP:Iteration 5F (4781.101084 sec): 3 clusters Score: Raw -12862381.854185 + Penalty 2243.660483 = -12860138.193702 nChanged 9628 SP:Iteration 6F (4781.313967 sec): 3 clusters Score: Raw -12871850.008887 + Penalty 2243.660483 = -12869606.348404 nChanged 6125 SP:Iteration 7Q (4781.537427 sec): 3 clusters Score: Raw -12877755.237059 + Penalty 2243.660483 = -12875511.576576 nChanged 3038 SP:Iteration 8Q (4781.737328 sec): 3 clusters Score: Raw -12880472.246353 + Penalty 2243.660483 = -12878228.585870 nChanged 1178 SP:Iteration 9Q (4781.937752 sec): 3 clusters Score: Raw -12881439.415891 + Penalty 2243.660483 = -12879195.755408 nChanged 449 SP:Iteration 10Q (4782.129207 sec): 3 clusters Score: Raw -12881791.085716 + Penalty 2243.660483 = -12879547.425233 nChanged 187 SP:Iteration 11Q (4782.324234 sec): 3 clusters Score: Raw -12881939.902619 + Penalty 2243.660483 = -12879696.242136 nChanged 79 SP:Iteration 12Q (4782.505984 sec): 3 clusters Score: Raw -12882001.241396 + Penalty 2243.660483 = -12879757.580913 nChanged 48 SP:Iteration 13Q (4782.668713 sec): 3 clusters Score: Raw -12882046.940853 + Penalty 2243.660483 = -12879803.280370 nChanged 25 SP:Iteration 14Q (4782.843735 sec): 3 clusters Score: Raw -12882068.823775 + Penalty 2243.660483 = -12879825.163292 nChanged 12 SP:Iteration 15Q (4783.022170 sec): 3 clusters Score: Raw -12882075.933121 + Penalty 2243.660483 = -12879832.272638 nChanged 11 SP:Iteration 16Q (4783.189407 sec): 3 clusters Score: Raw -12882087.063959 + Penalty 2243.660483 = -12879843.403476 nChanged 9 SP:Iteration 17Q (4783.362874 sec): 3 clusters Score: Raw -12882097.582392 + Penalty 2243.660483 = -12879853.921909 nChanged 7 SP:Iteration 18Q (4783.536835 sec): 3 clusters Score: Raw -12882104.185605 + Penalty 2243.660483 = -12879860.525122 nChanged 7 SP:Iteration 19Q (4783.694706 sec): 3 clusters Score: Raw -12882110.745594 + Penalty 2243.660483 = -12879867.085111 nChanged 4 SP:Iteration 20F (4783.898976 sec): 3 clusters Score: Raw -12882112.685344 + Penalty 2243.660483 = -12879869.024861 nChanged 1 SP:Iteration 21Q (4784.074385 sec): 3 clusters Score: Raw -12882113.337334 + Penalty 2243.660483 = -12879869.676851 nChanged 2 SP:Iteration 22Q (4784.262650 sec): 3 clusters Score: Raw -12882114.294737 + Penalty 2243.660483 = -12879870.634254 nChanged 3 SP:Iteration 23Q (4784.440687 sec): 3 clusters Score: Raw -12882117.784796 + Penalty 2243.660483 = -12879874.124313 nChanged 1 SP:Iteration 24Q (4784.622933 sec): 3 clusters Score: Raw -12882118.711652 + Penalty 2243.660483 = -12879875.051169 nChanged 2 SP:Iteration 25Q (4784.816473 sec): 3 clusters Score: Raw -12882121.423167 + Penalty 2243.660483 = -12879877.762684 nChanged 2 SP:Iteration 26Q (4784.994441 sec): 3 clusters Score: Raw -12882122.626218 + Penalty 2243.660483 = -12879878.965735 nChanged 2 SP:Iteration 27Q (4785.188028 sec): 3 clusters Score: Raw -12882123.558187 + Penalty 2243.660483 = -12879879.897704 nChanged 0 SP:Iteration 28F (4785.398130 sec): 3 clusters Score: Raw -12882123.558187 + Penalty 2243.660483 = -12879879.897704 nChanged 0 Trying to split cluster 23 (181 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4785.422098 sec): 2 clusters Score: Raw -12700.538150 + Penalty 493.857218 = -12206.680932 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4785.478590 sec): 3 clusters Score: Raw -12859.052934 + Penalty 987.714436 = -11871.338498 nChanged 47 SP:Iteration 1F (4785.515407 sec): 3 clusters Score: Raw -13022.849102 + Penalty 987.714436 = -12035.134666 nChanged 15 SP:Iteration 2F (4785.572097 sec): 3 clusters Score: Raw -13064.554160 + Penalty 987.714436 = -12076.839724 nChanged 6 SP:Iteration 3Q (4785.606156 sec): 3 clusters Score: Raw -13122.998911 + Penalty 987.714436 = -12135.284475 nChanged 3 SP:Iteration 4Q (4785.648786 sec): 3 clusters Score: Raw -13147.998779 + Penalty 987.714436 = -12160.284343 nChanged 2 SP:Iteration 5Q (4785.692355 sec): 3 clusters Score: Raw -13151.058991 + Penalty 987.714436 = -12163.344555 nChanged 0 SP:Iteration 6F (4785.739032 sec): 3 clusters Score: Raw -13151.058991 + Penalty 987.714436 = -12163.344555 nChanged 0 Trying to split cluster 24 (4772 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4785.773502 sec): 2 clusters Score: Raw -412482.910779 + Penalty 804.699474 = -411678.211305 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4785.822716 sec): 3 clusters Score: Raw -409838.401072 + Penalty 1609.398949 = -408229.002123 nChanged 2015 SP:Iteration 1F (4785.875197 sec): 3 clusters Score: Raw -410921.232485 + Penalty 1609.398949 = -409311.833536 nChanged 293 SP:Iteration 2F (4785.928939 sec): 3 clusters Score: Raw -411055.295966 + Penalty 1609.398949 = -409445.897017 nChanged 237 SP:Iteration 3Q (4785.975152 sec): 3 clusters Score: Raw -411169.860615 + Penalty 1609.398949 = -409560.461666 nChanged 227 SP:Iteration 4Q (4786.030022 sec): 3 clusters Score: Raw -411286.398340 + Penalty 1609.398949 = -409676.999391 nChanged 262 SP:Iteration 5F (4786.066771 sec): 3 clusters Score: Raw -411440.576773 + Penalty 1609.398949 = -409831.177824 nChanged 276 SP:Iteration 6F (4786.123733 sec): 3 clusters Score: Raw -411636.769351 + Penalty 1609.398949 = -410027.370402 nChanged 316 SP:Iteration 7F (4786.167076 sec): 3 clusters Score: Raw -411917.270554 + Penalty 1609.398949 = -410307.871605 nChanged 291 SP:Iteration 8F (4786.226879 sec): 3 clusters Score: Raw -412173.875605 + Penalty 1609.398949 = -410564.476657 nChanged 211 SP:Iteration 9Q (4786.267491 sec): 3 clusters Score: Raw -412386.192404 + Penalty 1609.398949 = -410776.793455 nChanged 146 SP:Iteration 10Q (4786.326270 sec): 3 clusters Score: Raw -412504.757654 + Penalty 1609.398949 = -410895.358705 nChanged 95 SP:Iteration 11Q (4786.375431 sec): 3 clusters Score: Raw -412584.075477 + Penalty 1609.398949 = -410974.676529 nChanged 74 SP:Iteration 12Q (4786.427852 sec): 3 clusters Score: Raw -412653.933606 + Penalty 1609.398949 = -411044.534657 nChanged 61 SP:Iteration 13Q (4786.468316 sec): 3 clusters Score: Raw -412715.429985 + Penalty 1609.398949 = -411106.031036 nChanged 47 SP:Iteration 14Q (4786.529710 sec): 3 clusters Score: Raw -412753.685913 + Penalty 1609.398949 = -411144.286964 nChanged 44 SP:Iteration 15Q (4786.570814 sec): 3 clusters Score: Raw -412785.096136 + Penalty 1609.398949 = -411175.697188 nChanged 22 SP:Iteration 16Q (4786.624375 sec): 3 clusters Score: Raw -412798.232362 + Penalty 1609.398949 = -411188.833413 nChanged 14 SP:Iteration 17Q (4786.665193 sec): 3 clusters Score: Raw -412805.228475 + Penalty 1609.398949 = -411195.829526 nChanged 13 SP:Iteration 18Q (4786.717858 sec): 3 clusters Score: Raw -412810.771989 + Penalty 1609.398949 = -411201.373040 nChanged 7 SP:Iteration 19Q (4786.762721 sec): 3 clusters Score: Raw -412813.246597 + Penalty 1609.398949 = -411203.847648 nChanged 7 SP:Iteration 20F (4786.810564 sec): 3 clusters Score: Raw -412815.737663 + Penalty 1609.398949 = -411206.338714 nChanged 5 SP:Iteration 21Q (4786.859997 sec): 3 clusters Score: Raw -412817.586468 + Penalty 1609.398949 = -411208.187519 nChanged 6 SP:Iteration 22Q (4786.924978 sec): 3 clusters Score: Raw -412820.826381 + Penalty 1609.398949 = -411211.427433 nChanged 10 SP:Iteration 23Q (4786.968489 sec): 3 clusters Score: Raw -412825.047550 + Penalty 1609.398949 = -411215.648601 nChanged 8 SP:Iteration 24Q (4787.020502 sec): 3 clusters Score: Raw -412826.995038 + Penalty 1609.398949 = -411217.596089 nChanged 5 SP:Iteration 25Q (4787.078366 sec): 3 clusters Score: Raw -412828.115318 + Penalty 1609.398949 = -411218.716369 nChanged 3 SP:Iteration 26Q (4787.118869 sec): 3 clusters Score: Raw -412829.228707 + Penalty 1609.398949 = -411219.829758 nChanged 1 SP:Iteration 27Q (4787.161298 sec): 3 clusters Score: Raw -412829.300727 + Penalty 1609.398949 = -411219.901778 nChanged 0 SP:Iteration 28F (4787.213152 sec): 3 clusters Score: Raw -412829.300727 + Penalty 1609.398949 = -411219.901778 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4787.250040 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4787.312821 sec): 3 clusters Score: Raw -1311874.922472 + Penalty 1810.884973 = -1310064.037499 nChanged 6293 SP:Iteration 1F (4787.383404 sec): 3 clusters Score: Raw -1315590.496418 + Penalty 1810.884973 = -1313779.611444 nChanged 851 SP:Iteration 2F (4787.450232 sec): 3 clusters Score: Raw -1315981.402260 + Penalty 1810.884973 = -1314170.517287 nChanged 791 SP:Iteration 3F (4787.504697 sec): 3 clusters Score: Raw -1316399.503669 + Penalty 1810.884973 = -1314588.618696 nChanged 809 SP:Iteration 4F (4787.533740 sec): 3 clusters Score: Raw -1316909.466064 + Penalty 1810.884973 = -1315098.581090 nChanged 803 SP:Iteration 5F (4787.601908 sec): 3 clusters Score: Raw -1317443.687806 + Penalty 1810.884973 = -1315632.802832 nChanged 755 SP:Iteration 6F (4787.668447 sec): 3 clusters Score: Raw -1317967.138655 + Penalty 1810.884973 = -1316156.253681 nChanged 670 SP:Iteration 7Q (4787.739446 sec): 3 clusters Score: Raw -1318474.419878 + Penalty 1810.884973 = -1316663.534905 nChanged 562 SP:Iteration 8Q (4787.804608 sec): 3 clusters Score: Raw -1318865.126025 + Penalty 1810.884973 = -1317054.241052 nChanged 409 SP:Iteration 9Q (4787.861337 sec): 3 clusters Score: Raw -1319090.091471 + Penalty 1810.884973 = -1317279.206497 nChanged 284 SP:Iteration 10Q (4787.926469 sec): 3 clusters Score: Raw -1319227.832482 + Penalty 1810.884973 = -1317416.947508 nChanged 240 SP:Iteration 11Q (4787.990682 sec): 3 clusters Score: Raw -1319349.352619 + Penalty 1810.884973 = -1317538.467646 nChanged 189 SP:Iteration 12Q (4788.056981 sec): 3 clusters Score: Raw -1319429.184396 + Penalty 1810.884973 = -1317618.299422 nChanged 174 SP:Iteration 13Q (4788.112203 sec): 3 clusters Score: Raw -1319505.807079 + Penalty 1810.884973 = -1317694.922105 nChanged 144 SP:Iteration 14Q (4788.177384 sec): 3 clusters Score: Raw -1319563.398369 + Penalty 1810.884973 = -1317752.513396 nChanged 137 SP:Iteration 15Q (4788.231088 sec): 3 clusters Score: Raw -1319620.052189 + Penalty 1810.884973 = -1317809.167216 nChanged 137 SP:Iteration 16Q (4788.298730 sec): 3 clusters Score: Raw -1319668.619987 + Penalty 1810.884973 = -1317857.735014 nChanged 110 SP:Iteration 17Q (4788.362284 sec): 3 clusters Score: Raw -1319705.739560 + Penalty 1810.884973 = -1317894.854587 nChanged 102 SP:Iteration 18Q (4788.426079 sec): 3 clusters Score: Raw -1319738.328247 + Penalty 1810.884973 = -1317927.443274 nChanged 88 SP:Iteration 19Q (4788.489930 sec): 3 clusters Score: Raw -1319762.575188 + Penalty 1810.884973 = -1317951.690214 nChanged 85 SP:Iteration 20F (4788.555304 sec): 3 clusters Score: Raw -1319794.313575 + Penalty 1810.884973 = -1317983.428601 nChanged 85 SP:Iteration 21Q (4788.611338 sec): 3 clusters Score: Raw -1319822.364481 + Penalty 1810.884973 = -1318011.479507 nChanged 73 SP:Iteration 22Q (4788.673621 sec): 3 clusters Score: Raw -1319843.476295 + Penalty 1810.884973 = -1318032.591321 nChanged 59 SP:Iteration 23Q (4788.724296 sec): 3 clusters Score: Raw -1319858.351416 + Penalty 1810.884973 = -1318047.466442 nChanged 48 SP:Iteration 24Q (4788.784592 sec): 3 clusters Score: Raw -1319870.954240 + Penalty 1810.884973 = -1318060.069266 nChanged 51 SP:Iteration 25Q (4788.849597 sec): 3 clusters Score: Raw -1319884.712196 + Penalty 1810.884973 = -1318073.827222 nChanged 59 SP:Iteration 26Q (4788.914375 sec): 3 clusters Score: Raw -1319901.245449 + Penalty 1810.884973 = -1318090.360476 nChanged 54 SP:Iteration 27Q (4788.978996 sec): 3 clusters Score: Raw -1319915.394384 + Penalty 1810.884973 = -1318104.509411 nChanged 51 SP:Iteration 28Q (4789.043698 sec): 3 clusters Score: Raw -1319929.081878 + Penalty 1810.884973 = -1318118.196905 nChanged 57 SP:Iteration 29Q (4789.108545 sec): 3 clusters Score: Raw -1319948.035407 + Penalty 1810.884973 = -1318137.150434 nChanged 59 SP:Iteration 30Q (4789.173131 sec): 3 clusters Score: Raw -1319968.014369 + Penalty 1810.884973 = -1318157.129396 nChanged 61 SP:Iteration 31Q (4789.237573 sec): 3 clusters Score: Raw -1319986.119410 + Penalty 1810.884973 = -1318175.234436 nChanged 47 SP:Iteration 32Q (4789.302052 sec): 3 clusters Score: Raw -1320000.698637 + Penalty 1810.884973 = -1318189.813664 nChanged 45 SP:Iteration 33Q (4789.358189 sec): 3 clusters Score: Raw -1320016.190167 + Penalty 1810.884973 = -1318205.305193 nChanged 48 SP:Iteration 34Q (4789.422760 sec): 3 clusters Score: Raw -1320030.559854 + Penalty 1810.884973 = -1318219.674881 nChanged 41 SP:Iteration 35Q (4789.485078 sec): 3 clusters Score: Raw -1320041.717448 + Penalty 1810.884973 = -1318230.832475 nChanged 39 SP:Iteration 36Q (4789.547780 sec): 3 clusters Score: Raw -1320052.120457 + Penalty 1810.884973 = -1318241.235484 nChanged 36 SP:Iteration 37Q (4789.609906 sec): 3 clusters Score: Raw -1320060.762925 + Penalty 1810.884973 = -1318249.877952 nChanged 29 SP:Iteration 38Q (4789.673461 sec): 3 clusters Score: Raw -1320067.761036 + Penalty 1810.884973 = -1318256.876063 nChanged 28 SP:Iteration 39Q (4789.743455 sec): 3 clusters Score: Raw -1320073.857604 + Penalty 1810.884973 = -1318262.972631 nChanged 30 SP:Iteration 40F (4789.804824 sec): 3 clusters Score: Raw -1320082.170041 + Penalty 1810.884973 = -1318271.285067 nChanged 36 SP:Iteration 41Q (4789.868030 sec): 3 clusters Score: Raw -1320090.886406 + Penalty 1810.884973 = -1318280.001432 nChanged 35 SP:Iteration 42Q (4789.929185 sec): 3 clusters Score: Raw -1320100.008274 + Penalty 1810.884973 = -1318289.123301 nChanged 39 SP:Iteration 43Q (4789.987338 sec): 3 clusters Score: Raw -1320111.236934 + Penalty 1810.884973 = -1318300.351960 nChanged 42 SP:Iteration 44Q (4790.049460 sec): 3 clusters Score: Raw -1320123.422618 + Penalty 1810.884973 = -1318312.537644 nChanged 36 SP:Iteration 45Q (4790.107461 sec): 3 clusters Score: Raw -1320133.882299 + Penalty 1810.884973 = -1318322.997325 nChanged 36 SP:Iteration 46Q (4790.169923 sec): 3 clusters Score: Raw -1320144.894520 + Penalty 1810.884973 = -1318334.009547 nChanged 28 SP:Iteration 47Q (4790.231907 sec): 3 clusters Score: Raw -1320154.451470 + Penalty 1810.884973 = -1318343.566496 nChanged 29 SP:Iteration 48Q (4790.293694 sec): 3 clusters Score: Raw -1320163.452075 + Penalty 1810.884973 = -1318352.567101 nChanged 26 SP:Iteration 49Q (4790.348630 sec): 3 clusters Score: Raw -1320171.837182 + Penalty 1810.884973 = -1318360.952209 nChanged 30 SP:Iteration 50Q (4790.410686 sec): 3 clusters Score: Raw -1320180.914764 + Penalty 1810.884973 = -1318370.029791 nChanged 22 SP:Iteration 51Q (4790.469024 sec): 3 clusters Score: Raw -1320186.380274 + Penalty 1810.884973 = -1318375.495300 nChanged 16 SP:Iteration 52Q (4790.531220 sec): 3 clusters Score: Raw -1320188.921131 + Penalty 1810.884973 = -1318378.036157 nChanged 8 SP:Iteration 53Q (4790.592911 sec): 3 clusters Score: Raw -1320190.654016 + Penalty 1810.884973 = -1318379.769043 nChanged 6 SP:Iteration 54Q (4790.654933 sec): 3 clusters Score: Raw -1320193.061621 + Penalty 1810.884973 = -1318382.176647 nChanged 9 SP:Iteration 55Q (4790.710275 sec): 3 clusters Score: Raw -1320197.475540 + Penalty 1810.884973 = -1318386.590566 nChanged 18 SP:Iteration 56Q (4790.771759 sec): 3 clusters Score: Raw -1320204.672018 + Penalty 1810.884973 = -1318393.787044 nChanged 14 SP:Iteration 57Q (4790.830978 sec): 3 clusters Score: Raw -1320207.866894 + Penalty 1810.884973 = -1318396.981920 nChanged 11 SP:Iteration 58Q (4790.892821 sec): 3 clusters Score: Raw -1320210.367526 + Penalty 1810.884973 = -1318399.482553 nChanged 7 SP:Iteration 59Q (4790.954968 sec): 3 clusters Score: Raw -1320212.062422 + Penalty 1810.884973 = -1318401.177448 nChanged 13 SP:Iteration 60F (4791.020614 sec): 3 clusters Score: Raw -1320214.947701 + Penalty 1810.884973 = -1318404.062728 nChanged 13 SP:Iteration 61Q (4791.079922 sec): 3 clusters Score: Raw -1320218.091876 + Penalty 1810.884973 = -1318407.206902 nChanged 10 SP:Iteration 62Q (4791.129842 sec): 3 clusters Score: Raw -1320220.342340 + Penalty 1810.884973 = -1318409.457367 nChanged 6 SP:Iteration 63Q (4791.190960 sec): 3 clusters Score: Raw -1320222.697050 + Penalty 1810.884973 = -1318411.812077 nChanged 8 SP:Iteration 64Q (4791.249172 sec): 3 clusters Score: Raw -1320224.840351 + Penalty 1810.884973 = -1318413.955378 nChanged 10 SP:Iteration 65Q (4791.311059 sec): 3 clusters Score: Raw -1320227.328601 + Penalty 1810.884973 = -1318416.443628 nChanged 3 SP:Iteration 66Q (4791.372979 sec): 3 clusters Score: Raw -1320228.100611 + Penalty 1810.884973 = -1318417.215637 nChanged 7 SP:Iteration 67Q (4791.445177 sec): 3 clusters Score: Raw -1320230.405650 + Penalty 1810.884973 = -1318419.520677 nChanged 7 SP:Iteration 68Q (4791.495888 sec): 3 clusters Score: Raw -1320232.355412 + Penalty 1810.884973 = -1318421.470439 nChanged 8 SP:Iteration 69Q (4791.556102 sec): 3 clusters Score: Raw -1320235.125562 + Penalty 1810.884973 = -1318424.240589 nChanged 10 SP:Iteration 70Q (4791.616484 sec): 3 clusters Score: Raw -1320237.221222 + Penalty 1810.884973 = -1318426.336249 nChanged 8 SP:Iteration 71Q (4791.679764 sec): 3 clusters Score: Raw -1320239.856353 + Penalty 1810.884973 = -1318428.971380 nChanged 10 SP:Iteration 72Q (4791.747768 sec): 3 clusters Score: Raw -1320243.535413 + Penalty 1810.884973 = -1318432.650440 nChanged 8 SP:Iteration 73Q (4791.804844 sec): 3 clusters Score: Raw -1320246.270272 + Penalty 1810.884973 = -1318435.385298 nChanged 10 SP:Iteration 74Q (4791.866796 sec): 3 clusters Score: Raw -1320250.050002 + Penalty 1810.884973 = -1318439.165028 nChanged 13 SP:Iteration 75Q (4791.928713 sec): 3 clusters Score: Raw -1320256.361476 + Penalty 1810.884973 = -1318445.476503 nChanged 11 SP:Iteration 76Q (4791.972629 sec): 3 clusters Score: Raw -1320260.443685 + Penalty 1810.884973 = -1318449.558711 nChanged 9 SP:Iteration 77Q (4792.026459 sec): 3 clusters Score: Raw -1320263.596663 + Penalty 1810.884973 = -1318452.711690 nChanged 11 SP:Iteration 78Q (4792.091591 sec): 3 clusters Score: Raw -1320267.080707 + Penalty 1810.884973 = -1318456.195733 nChanged 8 SP:Iteration 79Q (4792.136761 sec): 3 clusters Score: Raw -1320268.385300 + Penalty 1810.884973 = -1318457.500327 nChanged 5 SP:Iteration 80F (4792.198226 sec): 3 clusters Score: Raw -1320270.245351 + Penalty 1810.884973 = -1318459.360377 nChanged 6 SP:Iteration 81Q (4792.263936 sec): 3 clusters Score: Raw -1320272.071542 + Penalty 1810.884973 = -1318461.186569 nChanged 8 SP:Iteration 82Q (4792.321843 sec): 3 clusters Score: Raw -1320275.296756 + Penalty 1810.884973 = -1318464.411783 nChanged 11 SP:Iteration 83Q (4792.368181 sec): 3 clusters Score: Raw -1320278.736923 + Penalty 1810.884973 = -1318467.851950 nChanged 8 SP:Iteration 84Q (4792.431635 sec): 3 clusters Score: Raw -1320280.319621 + Penalty 1810.884973 = -1318469.434647 nChanged 2 SP:Iteration 85Q (4792.502925 sec): 3 clusters Score: Raw -1320281.202091 + Penalty 1810.884973 = -1318470.317117 nChanged 1 SP:Iteration 86Q (4792.562059 sec): 3 clusters Score: Raw -1320281.288766 + Penalty 1810.884973 = -1318470.403792 nChanged 0 SP:Iteration 87F (4792.625660 sec): 3 clusters Score: Raw -1320281.288766 + Penalty 1810.884973 = -1318470.403792 nChanged 0 Trying to split cluster 26 (3331 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4792.654710 sec): 2 clusters Score: Raw -301874.190608 + Penalty 770.547645 = -301103.642964 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4792.702124 sec): 3 clusters Score: Raw -300096.573602 + Penalty 1541.095289 = -298555.478313 nChanged 1364 SP:Iteration 1F (4792.749139 sec): 3 clusters Score: Raw -300813.231548 + Penalty 1541.095289 = -299272.136259 nChanged 247 SP:Iteration 2F (4792.790333 sec): 3 clusters Score: Raw -300937.916537 + Penalty 1541.095289 = -299396.821247 nChanged 188 SP:Iteration 3F (4792.841764 sec): 3 clusters Score: Raw -301017.752047 + Penalty 1541.095289 = -299476.656757 nChanged 140 SP:Iteration 4Q (4792.905874 sec): 3 clusters Score: Raw -301085.326141 + Penalty 1541.095289 = -299544.230852 nChanged 139 SP:Iteration 5Q (4792.944871 sec): 3 clusters Score: Raw -301154.161457 + Penalty 1541.095289 = -299613.066168 nChanged 114 SP:Iteration 6Q (4792.994002 sec): 3 clusters Score: Raw -301214.916017 + Penalty 1541.095289 = -299673.820728 nChanged 117 SP:Iteration 7Q (4793.036749 sec): 3 clusters Score: Raw -301274.418606 + Penalty 1541.095289 = -299733.323316 nChanged 97 SP:Iteration 8Q (4793.094452 sec): 3 clusters Score: Raw -301325.968598 + Penalty 1541.095289 = -299784.873309 nChanged 98 SP:Iteration 9Q (4793.137525 sec): 3 clusters Score: Raw -301385.581624 + Penalty 1541.095289 = -299844.486335 nChanged 96 SP:Iteration 10Q (4793.183923 sec): 3 clusters Score: Raw -301448.074917 + Penalty 1541.095289 = -299906.979627 nChanged 109 SP:Iteration 11Q (4793.234023 sec): 3 clusters Score: Raw -301511.587354 + Penalty 1541.095289 = -299970.492065 nChanged 94 SP:Iteration 12Q (4793.279253 sec): 3 clusters Score: Raw -301580.975858 + Penalty 1541.095289 = -300039.880569 nChanged 115 SP:Iteration 13Q (4793.326525 sec): 3 clusters Score: Raw -301655.201616 + Penalty 1541.095289 = -300114.106326 nChanged 98 SP:Iteration 14Q (4793.375878 sec): 3 clusters Score: Raw -301718.336449 + Penalty 1541.095289 = -300177.241160 nChanged 92 SP:Iteration 15Q (4793.429849 sec): 3 clusters Score: Raw -301799.287180 + Penalty 1541.095289 = -300258.191891 nChanged 104 SP:Iteration 16Q (4793.472733 sec): 3 clusters Score: Raw -301882.918554 + Penalty 1541.095289 = -300341.823264 nChanged 102 SP:Iteration 17Q (4793.517207 sec): 3 clusters Score: Raw -301988.273990 + Penalty 1541.095289 = -300447.178701 nChanged 108 SP:Iteration 18Q (4793.575122 sec): 3 clusters Score: Raw -302133.938076 + Penalty 1541.095289 = -300592.842787 nChanged 105 SP:Iteration 19Q (4793.624630 sec): 3 clusters Score: Raw -302237.740236 + Penalty 1541.095289 = -300696.644946 nChanged 76 SP:Iteration 20F (4793.674908 sec): 3 clusters Score: Raw -302298.023103 + Penalty 1541.095289 = -300756.927814 nChanged 62 SP:Iteration 21Q (4793.711620 sec): 3 clusters Score: Raw -302351.158524 + Penalty 1541.095289 = -300810.063235 nChanged 50 SP:Iteration 22Q (4793.724495 sec): 3 clusters Score: Raw -302395.000581 + Penalty 1541.095289 = -300853.905291 nChanged 42 SP:Iteration 23Q (4793.735978 sec): 3 clusters Score: Raw -302427.571973 + Penalty 1541.095289 = -300886.476684 nChanged 45 SP:Iteration 24Q (4793.747435 sec): 3 clusters Score: Raw -302459.647774 + Penalty 1541.095289 = -300918.552485 nChanged 39 SP:Iteration 25Q (4793.758898 sec): 3 clusters Score: Raw -302480.681475 + Penalty 1541.095289 = -300939.586185 nChanged 22 SP:Iteration 26Q (4793.770313 sec): 3 clusters Score: Raw -302486.463346 + Penalty 1541.095289 = -300945.368056 nChanged 8 SP:Iteration 27Q (4793.781685 sec): 3 clusters Score: Raw -302488.622799 + Penalty 1541.095289 = -300947.527510 nChanged 2 SP:Iteration 28Q (4793.793066 sec): 3 clusters Score: Raw -302488.976073 + Penalty 1541.095289 = -300947.880784 nChanged 1 SP:Iteration 29Q (4793.804443 sec): 3 clusters Score: Raw -302489.047339 + Penalty 1541.095289 = -300947.952050 nChanged 2 SP:Iteration 30Q (4793.815732 sec): 3 clusters Score: Raw -302489.524223 + Penalty 1541.095289 = -300948.428934 nChanged 2 SP:Iteration 31Q (4793.839148 sec): 3 clusters Score: Raw -302490.057500 + Penalty 1541.095289 = -300948.962210 nChanged 1 SP:Iteration 32Q (4793.850908 sec): 3 clusters Score: Raw -302490.183680 + Penalty 1541.095289 = -300949.088391 nChanged 0 SP:Iteration 33F (4793.862869 sec): 3 clusters Score: Raw -302490.183680 + Penalty 1541.095289 = -300949.088391 nChanged 0 Trying to split cluster 27 (4355 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4793.893600 sec): 2 clusters Score: Raw -404527.866808 + Penalty 796.012589 = -403731.854218 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4793.909874 sec): 3 clusters Score: Raw -402192.790820 + Penalty 1592.025179 = -400600.765641 nChanged 1806 SP:Iteration 1F (4793.927581 sec): 3 clusters Score: Raw -403244.733238 + Penalty 1592.025179 = -401652.708059 nChanged 302 SP:Iteration 2F (4793.943492 sec): 3 clusters Score: Raw -403404.548054 + Penalty 1592.025179 = -401812.522875 nChanged 233 SP:Iteration 3F (4793.959087 sec): 3 clusters Score: Raw -403510.246338 + Penalty 1592.025179 = -401918.221159 nChanged 192 SP:Iteration 4Q (4793.974549 sec): 3 clusters Score: Raw -403612.819297 + Penalty 1592.025179 = -402020.794118 nChanged 189 SP:Iteration 5Q (4793.990066 sec): 3 clusters Score: Raw -403714.934291 + Penalty 1592.025179 = -402122.909112 nChanged 166 SP:Iteration 6Q (4794.005499 sec): 3 clusters Score: Raw -403817.295306 + Penalty 1592.025179 = -402225.270127 nChanged 170 SP:Iteration 7Q (4794.023289 sec): 3 clusters Score: Raw -403929.591609 + Penalty 1592.025179 = -402337.566430 nChanged 148 SP:Iteration 8Q (4794.038831 sec): 3 clusters Score: Raw -404026.246543 + Penalty 1592.025179 = -402434.221364 nChanged 127 SP:Iteration 9Q (4794.054042 sec): 3 clusters Score: Raw -404111.791279 + Penalty 1592.025179 = -402519.766100 nChanged 127 SP:Iteration 10Q (4794.069116 sec): 3 clusters Score: Raw -404189.863301 + Penalty 1592.025179 = -402597.838122 nChanged 110 SP:Iteration 11Q (4794.084129 sec): 3 clusters Score: Raw -404256.215405 + Penalty 1592.025179 = -402664.190226 nChanged 100 SP:Iteration 12Q (4794.099016 sec): 3 clusters Score: Raw -404321.852474 + Penalty 1592.025179 = -402729.827295 nChanged 75 SP:Iteration 13Q (4794.116396 sec): 3 clusters Score: Raw -404366.013987 + Penalty 1592.025179 = -402773.988808 nChanged 66 SP:Iteration 14Q (4794.131659 sec): 3 clusters Score: Raw -404402.200038 + Penalty 1592.025179 = -402810.174859 nChanged 52 SP:Iteration 15Q (4794.146544 sec): 3 clusters Score: Raw -404431.939128 + Penalty 1592.025179 = -402839.913949 nChanged 47 SP:Iteration 16Q (4794.161335 sec): 3 clusters Score: Raw -404458.267128 + Penalty 1592.025179 = -402866.241950 nChanged 44 SP:Iteration 17Q (4794.200970 sec): 3 clusters Score: Raw -404488.895982 + Penalty 1592.025179 = -402896.870803 nChanged 39 SP:Iteration 18Q (4794.215207 sec): 3 clusters Score: Raw -404511.033775 + Penalty 1592.025179 = -402919.008597 nChanged 31 SP:Iteration 19Q (4794.229713 sec): 3 clusters Score: Raw -404533.249643 + Penalty 1592.025179 = -402941.224464 nChanged 33 SP:Iteration 20F (4794.244918 sec): 3 clusters Score: Raw -404562.230308 + Penalty 1592.025179 = -402970.205129 nChanged 24 SP:Iteration 21Q (4794.259497 sec): 3 clusters Score: Raw -404584.972393 + Penalty 1592.025179 = -402992.947214 nChanged 21 SP:Iteration 22Q (4794.273986 sec): 3 clusters Score: Raw -404598.864134 + Penalty 1592.025179 = -403006.838955 nChanged 10 SP:Iteration 23Q (4794.288299 sec): 3 clusters Score: Raw -404605.859992 + Penalty 1592.025179 = -403013.834813 nChanged 13 SP:Iteration 24Q (4794.304897 sec): 3 clusters Score: Raw -404616.232150 + Penalty 1592.025179 = -403024.206971 nChanged 9 SP:Iteration 25Q (4794.319831 sec): 3 clusters Score: Raw -404624.396526 + Penalty 1592.025179 = -403032.371347 nChanged 8 SP:Iteration 26Q (4794.334081 sec): 3 clusters Score: Raw -404630.079176 + Penalty 1592.025179 = -403038.053997 nChanged 8 SP:Iteration 27Q (4794.348505 sec): 3 clusters Score: Raw -404637.856391 + Penalty 1592.025179 = -403045.831212 nChanged 12 SP:Iteration 28Q (4794.362933 sec): 3 clusters Score: Raw -404644.812301 + Penalty 1592.025179 = -403052.787122 nChanged 8 SP:Iteration 29Q (4794.389344 sec): 3 clusters Score: Raw -404648.665708 + Penalty 1592.025179 = -403056.640529 nChanged 4 SP:Iteration 30Q (4794.403953 sec): 3 clusters Score: Raw -404652.076885 + Penalty 1592.025179 = -403060.051706 nChanged 5 SP:Iteration 31Q (4794.418369 sec): 3 clusters Score: Raw -404659.594370 + Penalty 1592.025179 = -403067.569192 nChanged 6 SP:Iteration 32Q (4794.432572 sec): 3 clusters Score: Raw -404664.060401 + Penalty 1592.025179 = -403072.035222 nChanged 6 SP:Iteration 33Q (4794.459907 sec): 3 clusters Score: Raw -404668.164692 + Penalty 1592.025179 = -403076.139513 nChanged 4 SP:Iteration 34Q (4794.474645 sec): 3 clusters Score: Raw -404671.291018 + Penalty 1592.025179 = -403079.265839 nChanged 2 SP:Iteration 35Q (4794.488836 sec): 3 clusters Score: Raw -404672.256326 + Penalty 1592.025179 = -403080.231147 nChanged 3 SP:Iteration 36Q (4794.503204 sec): 3 clusters Score: Raw -404673.179314 + Penalty 1592.025179 = -403081.154135 nChanged 1 SP:Iteration 37Q (4794.517554 sec): 3 clusters Score: Raw -404673.709182 + Penalty 1592.025179 = -403081.684003 nChanged 0 SP:Iteration 38F (4794.532841 sec): 3 clusters Score: Raw -404673.709182 + Penalty 1592.025179 = -403081.684003 nChanged 0 Trying to split cluster 28 (829 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4794.559485 sec): 2 clusters Score: Raw -72261.332350 + Penalty 638.420915 = -71622.911436 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4794.563656 sec): 3 clusters Score: Raw -71947.815731 + Penalty 1276.841829 = -70670.973902 nChanged 281 SP:Iteration 1F (4794.567133 sec): 3 clusters Score: Raw -72157.703843 + Penalty 1276.841829 = -70880.862013 nChanged 73 SP:Iteration 2F (4794.570587 sec): 3 clusters Score: Raw -72231.529601 + Penalty 1276.841829 = -70954.687772 nChanged 45 SP:Iteration 3F (4794.574024 sec): 3 clusters Score: Raw -72278.374852 + Penalty 1276.841829 = -71001.533023 nChanged 42 SP:Iteration 4F (4794.578153 sec): 3 clusters Score: Raw -72317.149262 + Penalty 1276.841829 = -71040.307432 nChanged 28 SP:Iteration 5Q (4794.581584 sec): 3 clusters Score: Raw -72346.065943 + Penalty 1276.841829 = -71069.224113 nChanged 24 SP:Iteration 6Q (4794.584992 sec): 3 clusters Score: Raw -72371.352933 + Penalty 1276.841829 = -71094.511104 nChanged 21 SP:Iteration 7Q (4794.588399 sec): 3 clusters Score: Raw -72396.676206 + Penalty 1276.841829 = -71119.834376 nChanged 20 SP:Iteration 8Q (4794.591810 sec): 3 clusters Score: Raw -72417.471980 + Penalty 1276.841829 = -71140.630150 nChanged 17 SP:Iteration 9Q (4794.595174 sec): 3 clusters Score: Raw -72441.386240 + Penalty 1276.841829 = -71164.544411 nChanged 11 SP:Iteration 10Q (4794.598530 sec): 3 clusters Score: Raw -72454.141928 + Penalty 1276.841829 = -71177.300099 nChanged 11 SP:Iteration 11Q (4794.601899 sec): 3 clusters Score: Raw -72467.776290 + Penalty 1276.841829 = -71190.934461 nChanged 10 SP:Iteration 12Q (4794.605264 sec): 3 clusters Score: Raw -72473.738300 + Penalty 1276.841829 = -71196.896470 nChanged 2 SP:Iteration 13Q (4794.608620 sec): 3 clusters Score: Raw -72474.236665 + Penalty 1276.841829 = -71197.394836 nChanged 1 SP:Iteration 14Q (4794.611962 sec): 3 clusters Score: Raw -72475.107993 + Penalty 1276.841829 = -71198.266163 nChanged 1 SP:Iteration 15Q (4794.615330 sec): 3 clusters Score: Raw -72476.001515 + Penalty 1276.841829 = -71199.159685 nChanged 2 SP:Iteration 16Q (4794.618704 sec): 3 clusters Score: Raw -72477.815660 + Penalty 1276.841829 = -71200.973831 nChanged 4 SP:Iteration 17Q (4794.622030 sec): 3 clusters Score: Raw -72483.016121 + Penalty 1276.841829 = -71206.174292 nChanged 5 SP:Iteration 18Q (4794.625438 sec): 3 clusters Score: Raw -72486.068780 + Penalty 1276.841829 = -71209.226951 nChanged 5 SP:Iteration 19Q (4794.628782 sec): 3 clusters Score: Raw -72489.491593 + Penalty 1276.841829 = -71212.649764 nChanged 2 SP:Iteration 20F (4794.632186 sec): 3 clusters Score: Raw -72490.491631 + Penalty 1276.841829 = -71213.649801 nChanged 1 SP:Iteration 21Q (4794.635536 sec): 3 clusters Score: Raw -72490.925460 + Penalty 1276.841829 = -71214.083630 nChanged 0 SP:Iteration 22F (4794.638903 sec): 3 clusters Score: Raw -72490.925460 + Penalty 1276.841829 = -71214.083630 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4794.690382 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4794.728324 sec): 3 clusters Score: Raw -1882440.185718 + Penalty 1878.385535 = -1880561.800183 nChanged 9128 SP:Iteration 1F (4794.765951 sec): 3 clusters Score: Raw -1887626.901300 + Penalty 1878.385535 = -1885748.515765 nChanged 903 SP:Iteration 2Q (4794.803649 sec): 3 clusters Score: Raw -1887961.006828 + Penalty 1878.385535 = -1886082.621292 nChanged 897 SP:Iteration 3Q (4794.877969 sec): 3 clusters Score: Raw -1888364.705661 + Penalty 1878.385535 = -1886486.320126 nChanged 974 SP:Iteration 4Q (4794.959994 sec): 3 clusters Score: Raw -1888895.030470 + Penalty 1878.385535 = -1887016.644934 nChanged 1071 SP:Iteration 5F (4795.028101 sec): 3 clusters Score: Raw -1889542.214513 + Penalty 1878.385535 = -1887663.828977 nChanged 1081 SP:Iteration 6F (4795.098837 sec): 3 clusters Score: Raw -1890255.757612 + Penalty 1878.385535 = -1888377.372077 nChanged 1099 SP:Iteration 7F (4795.177291 sec): 3 clusters Score: Raw -1891112.416429 + Penalty 1878.385535 = -1889234.030894 nChanged 1045 SP:Iteration 8F (4795.249954 sec): 3 clusters Score: Raw -1891916.509541 + Penalty 1878.385535 = -1890038.124006 nChanged 899 SP:Iteration 9Q (4795.318284 sec): 3 clusters Score: Raw -1892527.528162 + Penalty 1878.385535 = -1890649.142626 nChanged 693 SP:Iteration 10Q (4795.378372 sec): 3 clusters Score: Raw -1892931.556220 + Penalty 1878.385535 = -1891053.170685 nChanged 554 SP:Iteration 11Q (4795.449606 sec): 3 clusters Score: Raw -1893210.986546 + Penalty 1878.385535 = -1891332.601011 nChanged 436 SP:Iteration 12Q (4795.511438 sec): 3 clusters Score: Raw -1893407.519959 + Penalty 1878.385535 = -1891529.134424 nChanged 351 SP:Iteration 13Q (4795.592266 sec): 3 clusters Score: Raw -1893572.564918 + Penalty 1878.385535 = -1891694.179383 nChanged 279 SP:Iteration 14Q (4795.666213 sec): 3 clusters Score: Raw -1893676.358234 + Penalty 1878.385535 = -1891797.972699 nChanged 235 SP:Iteration 15Q (4795.730769 sec): 3 clusters Score: Raw -1893756.100488 + Penalty 1878.385535 = -1891877.714952 nChanged 207 SP:Iteration 16Q (4795.811330 sec): 3 clusters Score: Raw -1893821.353280 + Penalty 1878.385535 = -1891942.967745 nChanged 182 SP:Iteration 17Q (4795.876348 sec): 3 clusters Score: Raw -1893869.992526 + Penalty 1878.385535 = -1891991.606990 nChanged 179 SP:Iteration 18Q (4795.956244 sec): 3 clusters Score: Raw -1893920.045723 + Penalty 1878.385535 = -1892041.660187 nChanged 171 SP:Iteration 19Q (4796.020876 sec): 3 clusters Score: Raw -1893970.597354 + Penalty 1878.385535 = -1892092.211819 nChanged 165 SP:Iteration 20F (4796.099429 sec): 3 clusters Score: Raw -1894021.861399 + Penalty 1878.385535 = -1892143.475863 nChanged 157 SP:Iteration 21Q (4796.124049 sec): 3 clusters Score: Raw -1894070.420983 + Penalty 1878.385535 = -1892192.035448 nChanged 130 SP:Iteration 22Q (4796.158136 sec): 3 clusters Score: Raw -1894106.782843 + Penalty 1878.385535 = -1892228.397307 nChanged 130 SP:Iteration 23Q (4796.192207 sec): 3 clusters Score: Raw -1894149.997779 + Penalty 1878.385535 = -1892271.612244 nChanged 134 SP:Iteration 24Q (4796.226219 sec): 3 clusters Score: Raw -1894195.928774 + Penalty 1878.385535 = -1892317.543239 nChanged 129 SP:Iteration 25Q (4796.260242 sec): 3 clusters Score: Raw -1894242.432397 + Penalty 1878.385535 = -1892364.046862 nChanged 133 SP:Iteration 26Q (4796.294067 sec): 3 clusters Score: Raw -1894287.171788 + Penalty 1878.385535 = -1892408.786252 nChanged 128 SP:Iteration 27Q (4796.341599 sec): 3 clusters Score: Raw -1894333.303020 + Penalty 1878.385535 = -1892454.917485 nChanged 126 SP:Iteration 28Q (4796.420672 sec): 3 clusters Score: Raw -1894386.088154 + Penalty 1878.385535 = -1892507.702618 nChanged 123 SP:Iteration 29Q (4796.490245 sec): 3 clusters Score: Raw -1894444.250897 + Penalty 1878.385535 = -1892565.865361 nChanged 109 SP:Iteration 30Q (4796.560012 sec): 3 clusters Score: Raw -1894496.763904 + Penalty 1878.385535 = -1892618.378368 nChanged 92 SP:Iteration 31Q (4796.621521 sec): 3 clusters Score: Raw -1894537.062702 + Penalty 1878.385535 = -1892658.677167 nChanged 73 SP:Iteration 32Q (4796.689191 sec): 3 clusters Score: Raw -1894571.599508 + Penalty 1878.385535 = -1892693.213973 nChanged 82 SP:Iteration 33Q (4796.767635 sec): 3 clusters Score: Raw -1894610.218758 + Penalty 1878.385535 = -1892731.833223 nChanged 66 SP:Iteration 34Q (4796.828472 sec): 3 clusters Score: Raw -1894640.733241 + Penalty 1878.385535 = -1892762.347706 nChanged 69 SP:Iteration 35Q (4796.897748 sec): 3 clusters Score: Raw -1894672.548658 + Penalty 1878.385535 = -1892794.163123 nChanged 63 SP:Iteration 36Q (4796.960962 sec): 3 clusters Score: Raw -1894703.759986 + Penalty 1878.385535 = -1892825.374450 nChanged 54 SP:Iteration 37Q (4797.026408 sec): 3 clusters Score: Raw -1894726.744896 + Penalty 1878.385535 = -1892848.359360 nChanged 47 SP:Iteration 38Q (4797.101053 sec): 3 clusters Score: Raw -1894745.432884 + Penalty 1878.385535 = -1892867.047348 nChanged 30 SP:Iteration 39Q (4797.167639 sec): 3 clusters Score: Raw -1894756.867113 + Penalty 1878.385535 = -1892878.481578 nChanged 32 SP:Iteration 40F (4797.236243 sec): 3 clusters Score: Raw -1894766.959096 + Penalty 1878.385535 = -1892888.573561 nChanged 30 SP:Iteration 41Q (4797.299823 sec): 3 clusters Score: Raw -1894777.200418 + Penalty 1878.385535 = -1892898.814883 nChanged 30 SP:Iteration 42Q (4797.364359 sec): 3 clusters Score: Raw -1894786.313150 + Penalty 1878.385535 = -1892907.927615 nChanged 27 SP:Iteration 43Q (4797.426576 sec): 3 clusters Score: Raw -1894793.855375 + Penalty 1878.385535 = -1892915.469840 nChanged 14 SP:Iteration 44Q (4797.502437 sec): 3 clusters Score: Raw -1894797.880613 + Penalty 1878.385535 = -1892919.495078 nChanged 11 SP:Iteration 45Q (4797.560891 sec): 3 clusters Score: Raw -1894801.011960 + Penalty 1878.385535 = -1892922.626424 nChanged 9 SP:Iteration 46Q (4797.633012 sec): 3 clusters Score: Raw -1894803.723148 + Penalty 1878.385535 = -1892925.337613 nChanged 9 SP:Iteration 47Q (4797.701931 sec): 3 clusters Score: Raw -1894806.310142 + Penalty 1878.385535 = -1892927.924607 nChanged 7 SP:Iteration 48Q (4797.756928 sec): 3 clusters Score: Raw -1894807.779156 + Penalty 1878.385535 = -1892929.393621 nChanged 4 SP:Iteration 49Q (4797.825854 sec): 3 clusters Score: Raw -1894808.884940 + Penalty 1878.385535 = -1892930.499405 nChanged 3 SP:Iteration 50Q (4797.894039 sec): 3 clusters Score: Raw -1894809.664325 + Penalty 1878.385535 = -1892931.278790 nChanged 2 SP:Iteration 51Q (4797.963167 sec): 3 clusters Score: Raw -1894810.238522 + Penalty 1878.385535 = -1892931.852987 nChanged 4 SP:Iteration 52Q (4798.031503 sec): 3 clusters Score: Raw -1894811.520202 + Penalty 1878.385535 = -1892933.134667 nChanged 3 SP:Iteration 53Q (4798.100908 sec): 3 clusters Score: Raw -1894812.093670 + Penalty 1878.385535 = -1892933.708134 nChanged 2 SP:Iteration 54Q (4798.169984 sec): 3 clusters Score: Raw -1894812.240703 + Penalty 1878.385535 = -1892933.855167 nChanged 0 SP:Iteration 55F (4798.237359 sec): 3 clusters Score: Raw -1894812.240703 + Penalty 1878.385535 = -1892933.855167 nChanged 0 Trying to split cluster 30 (12514 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4798.271799 sec): 2 clusters Score: Raw -1181002.164326 + Penalty 896.287313 = -1180105.877013 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4798.337228 sec): 3 clusters Score: Raw -1173327.778587 + Penalty 1792.574626 = -1171535.203961 nChanged 5773 SP:Iteration 1F (4798.401192 sec): 3 clusters Score: Raw -1176804.986072 + Penalty 1792.574626 = -1175012.411446 nChanged 808 SP:Iteration 2F (4798.463354 sec): 3 clusters Score: Raw -1177207.904495 + Penalty 1792.574626 = -1175415.329869 nChanged 739 SP:Iteration 3F (4798.525368 sec): 3 clusters Score: Raw -1177628.515487 + Penalty 1792.574626 = -1175835.940861 nChanged 784 SP:Iteration 4F (4798.592668 sec): 3 clusters Score: Raw -1178103.996554 + Penalty 1792.574626 = -1176311.421928 nChanged 697 SP:Iteration 5F (4798.652385 sec): 3 clusters Score: Raw -1178500.118843 + Penalty 1792.574626 = -1176707.544217 nChanged 644 SP:Iteration 6F (4798.717994 sec): 3 clusters Score: Raw -1178908.996579 + Penalty 1792.574626 = -1177116.421953 nChanged 581 SP:Iteration 7Q (4798.760097 sec): 3 clusters Score: Raw -1179230.190319 + Penalty 1792.574626 = -1177437.615693 nChanged 440 SP:Iteration 8Q (4798.810457 sec): 3 clusters Score: Raw -1179429.856167 + Penalty 1792.574626 = -1177637.281541 nChanged 333 SP:Iteration 9Q (4798.863327 sec): 3 clusters Score: Raw -1179559.362015 + Penalty 1792.574626 = -1177766.787388 nChanged 253 SP:Iteration 10Q (4798.919669 sec): 3 clusters Score: Raw -1179639.366085 + Penalty 1792.574626 = -1177846.791459 nChanged 204 SP:Iteration 11Q (4798.993623 sec): 3 clusters Score: Raw -1179701.135359 + Penalty 1792.574626 = -1177908.560733 nChanged 182 SP:Iteration 12Q (4799.046381 sec): 3 clusters Score: Raw -1179751.513578 + Penalty 1792.574626 = -1177958.938952 nChanged 154 SP:Iteration 13Q (4799.099668 sec): 3 clusters Score: Raw -1179791.020639 + Penalty 1792.574626 = -1177998.446012 nChanged 155 SP:Iteration 14Q (4799.158993 sec): 3 clusters Score: Raw -1179834.444493 + Penalty 1792.574626 = -1178041.869867 nChanged 168 SP:Iteration 15Q (4799.221985 sec): 3 clusters Score: Raw -1179888.033872 + Penalty 1792.574626 = -1178095.459246 nChanged 174 SP:Iteration 16Q (4799.281005 sec): 3 clusters Score: Raw -1179944.743175 + Penalty 1792.574626 = -1178152.168549 nChanged 178 SP:Iteration 17Q (4799.354815 sec): 3 clusters Score: Raw -1180004.783136 + Penalty 1792.574626 = -1178212.208510 nChanged 156 SP:Iteration 18Q (4799.407304 sec): 3 clusters Score: Raw -1180053.663700 + Penalty 1792.574626 = -1178261.089074 nChanged 156 SP:Iteration 19Q (4799.470711 sec): 3 clusters Score: Raw -1180110.107853 + Penalty 1792.574626 = -1178317.533226 nChanged 160 SP:Iteration 20F (4799.534284 sec): 3 clusters Score: Raw -1180173.391139 + Penalty 1792.574626 = -1178380.816513 nChanged 157 SP:Iteration 21Q (4799.595866 sec): 3 clusters Score: Raw -1180231.946475 + Penalty 1792.574626 = -1178439.371848 nChanged 147 SP:Iteration 22Q (4799.655467 sec): 3 clusters Score: Raw -1180282.583850 + Penalty 1792.574626 = -1178490.009223 nChanged 133 SP:Iteration 23Q (4799.714169 sec): 3 clusters Score: Raw -1180331.945649 + Penalty 1792.574626 = -1178539.371022 nChanged 121 SP:Iteration 24Q (4799.777188 sec): 3 clusters Score: Raw -1180381.910867 + Penalty 1792.574626 = -1178589.336241 nChanged 150 SP:Iteration 25Q (4799.839680 sec): 3 clusters Score: Raw -1180453.544036 + Penalty 1792.574626 = -1178660.969410 nChanged 148 SP:Iteration 26Q (4799.902249 sec): 3 clusters Score: Raw -1180519.774348 + Penalty 1792.574626 = -1178727.199721 nChanged 152 SP:Iteration 27Q (4799.962964 sec): 3 clusters Score: Raw -1180582.055203 + Penalty 1792.574626 = -1178789.480577 nChanged 131 SP:Iteration 28Q (4800.025249 sec): 3 clusters Score: Raw -1180623.945899 + Penalty 1792.574626 = -1178831.371273 nChanged 110 SP:Iteration 29Q (4800.085360 sec): 3 clusters Score: Raw -1180660.596904 + Penalty 1792.574626 = -1178868.022278 nChanged 105 SP:Iteration 30Q (4800.147770 sec): 3 clusters Score: Raw -1180693.634656 + Penalty 1792.574626 = -1178901.060030 nChanged 96 SP:Iteration 31Q (4800.206616 sec): 3 clusters Score: Raw -1180722.722994 + Penalty 1792.574626 = -1178930.148367 nChanged 92 SP:Iteration 32Q (4800.268724 sec): 3 clusters Score: Raw -1180750.640828 + Penalty 1792.574626 = -1178958.066202 nChanged 87 SP:Iteration 33Q (4800.329654 sec): 3 clusters Score: Raw -1180776.585441 + Penalty 1792.574626 = -1178984.010814 nChanged 79 SP:Iteration 34Q (4800.391524 sec): 3 clusters Score: Raw -1180800.008156 + Penalty 1792.574626 = -1179007.433529 nChanged 65 SP:Iteration 35Q (4800.452828 sec): 3 clusters Score: Raw -1180817.988303 + Penalty 1792.574626 = -1179025.413677 nChanged 61 SP:Iteration 36Q (4800.514562 sec): 3 clusters Score: Raw -1180834.856191 + Penalty 1792.574626 = -1179042.281565 nChanged 65 SP:Iteration 37Q (4800.572959 sec): 3 clusters Score: Raw -1180851.855095 + Penalty 1792.574626 = -1179059.280469 nChanged 67 SP:Iteration 38Q (4800.635839 sec): 3 clusters Score: Raw -1180866.338052 + Penalty 1792.574626 = -1179073.763426 nChanged 56 SP:Iteration 39Q (4800.690040 sec): 3 clusters Score: Raw -1180878.500419 + Penalty 1792.574626 = -1179085.925793 nChanged 49 SP:Iteration 40F (4800.753998 sec): 3 clusters Score: Raw -1180887.937798 + Penalty 1792.574626 = -1179095.363171 nChanged 41 SP:Iteration 41Q (4800.822576 sec): 3 clusters Score: Raw -1180893.603438 + Penalty 1792.574626 = -1179101.028812 nChanged 31 SP:Iteration 42Q (4800.884775 sec): 3 clusters Score: Raw -1180898.570728 + Penalty 1792.574626 = -1179105.996101 nChanged 29 SP:Iteration 43Q (4800.947802 sec): 3 clusters Score: Raw -1180903.232981 + Penalty 1792.574626 = -1179110.658355 nChanged 32 SP:Iteration 44Q (4801.007246 sec): 3 clusters Score: Raw -1180908.887172 + Penalty 1792.574626 = -1179116.312546 nChanged 33 SP:Iteration 45Q (4801.065664 sec): 3 clusters Score: Raw -1180914.998932 + Penalty 1792.574626 = -1179122.424306 nChanged 35 SP:Iteration 46Q (4801.127466 sec): 3 clusters Score: Raw -1180923.768581 + Penalty 1792.574626 = -1179131.193954 nChanged 42 SP:Iteration 47Q (4801.190504 sec): 3 clusters Score: Raw -1180932.509672 + Penalty 1792.574626 = -1179139.935045 nChanged 35 SP:Iteration 48Q (4801.252148 sec): 3 clusters Score: Raw -1180938.926275 + Penalty 1792.574626 = -1179146.351649 nChanged 34 SP:Iteration 49Q (4801.317211 sec): 3 clusters Score: Raw -1180947.463953 + Penalty 1792.574626 = -1179154.889327 nChanged 38 SP:Iteration 50Q (4801.380277 sec): 3 clusters Score: Raw -1180956.259418 + Penalty 1792.574626 = -1179163.684791 nChanged 41 SP:Iteration 51Q (4801.431178 sec): 3 clusters Score: Raw -1180966.037813 + Penalty 1792.574626 = -1179173.463187 nChanged 41 SP:Iteration 52Q (4801.495389 sec): 3 clusters Score: Raw -1180977.197871 + Penalty 1792.574626 = -1179184.623244 nChanged 55 SP:Iteration 53Q (4801.557410 sec): 3 clusters Score: Raw -1180989.903799 + Penalty 1792.574626 = -1179197.329173 nChanged 38 SP:Iteration 54Q (4801.620499 sec): 3 clusters Score: Raw -1180998.208192 + Penalty 1792.574626 = -1179205.633566 nChanged 30 SP:Iteration 55Q (4801.684444 sec): 3 clusters Score: Raw -1181004.242667 + Penalty 1792.574626 = -1179211.668041 nChanged 24 SP:Iteration 56Q (4801.739050 sec): 3 clusters Score: Raw -1181011.452137 + Penalty 1792.574626 = -1179218.877511 nChanged 32 SP:Iteration 57Q (4801.803251 sec): 3 clusters Score: Raw -1181018.536095 + Penalty 1792.574626 = -1179225.961468 nChanged 22 SP:Iteration 58Q (4801.862743 sec): 3 clusters Score: Raw -1181022.196081 + Penalty 1792.574626 = -1179229.621455 nChanged 16 SP:Iteration 59Q (4801.926209 sec): 3 clusters Score: Raw -1181024.980639 + Penalty 1792.574626 = -1179232.406012 nChanged 15 SP:Iteration 60F (4801.980089 sec): 3 clusters Score: Raw -1181027.436817 + Penalty 1792.574626 = -1179234.862190 nChanged 11 SP:Iteration 61Q (4802.051239 sec): 3 clusters Score: Raw -1181028.835101 + Penalty 1792.574626 = -1179236.260475 nChanged 11 SP:Iteration 62Q (4802.102463 sec): 3 clusters Score: Raw -1181030.520626 + Penalty 1792.574626 = -1179237.946000 nChanged 12 SP:Iteration 63Q (4802.171790 sec): 3 clusters Score: Raw -1181032.811653 + Penalty 1792.574626 = -1179240.237026 nChanged 13 SP:Iteration 64Q (4802.213622 sec): 3 clusters Score: Raw -1181035.327443 + Penalty 1792.574626 = -1179242.752816 nChanged 15 SP:Iteration 65Q (4802.273123 sec): 3 clusters Score: Raw -1181038.380191 + Penalty 1792.574626 = -1179245.805565 nChanged 18 SP:Iteration 66Q (4802.328918 sec): 3 clusters Score: Raw -1181042.052473 + Penalty 1792.574626 = -1179249.477847 nChanged 20 SP:Iteration 67Q (4802.398760 sec): 3 clusters Score: Raw -1181045.951751 + Penalty 1792.574626 = -1179253.377124 nChanged 18 SP:Iteration 68Q (4802.455954 sec): 3 clusters Score: Raw -1181049.908095 + Penalty 1792.574626 = -1179257.333469 nChanged 21 SP:Iteration 69Q (4802.506637 sec): 3 clusters Score: Raw -1181053.863904 + Penalty 1792.574626 = -1179261.289278 nChanged 17 SP:Iteration 70Q (4802.568315 sec): 3 clusters Score: Raw -1181056.385305 + Penalty 1792.574626 = -1179263.810679 nChanged 10 SP:Iteration 71Q (4802.629204 sec): 3 clusters Score: Raw -1181058.314318 + Penalty 1792.574626 = -1179265.739692 nChanged 10 SP:Iteration 72Q (4802.692280 sec): 3 clusters Score: Raw -1181059.699039 + Penalty 1792.574626 = -1179267.124412 nChanged 10 SP:Iteration 73Q (4802.746770 sec): 3 clusters Score: Raw -1181061.955685 + Penalty 1792.574626 = -1179269.381059 nChanged 11 SP:Iteration 74Q (4802.811155 sec): 3 clusters Score: Raw -1181063.770049 + Penalty 1792.574626 = -1179271.195423 nChanged 8 SP:Iteration 75Q (4802.870833 sec): 3 clusters Score: Raw -1181065.152560 + Penalty 1792.574626 = -1179272.577933 nChanged 10 SP:Iteration 76Q (4802.925693 sec): 3 clusters Score: Raw -1181066.787815 + Penalty 1792.574626 = -1179274.213189 nChanged 12 SP:Iteration 77Q (4802.971792 sec): 3 clusters Score: Raw -1181068.262145 + Penalty 1792.574626 = -1179275.687518 nChanged 5 SP:Iteration 78Q (4803.039230 sec): 3 clusters Score: Raw -1181068.730421 + Penalty 1792.574626 = -1179276.155794 nChanged 2 SP:Iteration 79Q (4803.090306 sec): 3 clusters Score: Raw -1181068.917446 + Penalty 1792.574626 = -1179276.342820 nChanged 0 SP:Iteration 80F (4803.150910 sec): 3 clusters Score: Raw -1181068.917446 + Penalty 1792.574626 = -1179276.342820 nChanged 0 Trying to split cluster 31 (9219 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4803.187652 sec): 2 clusters Score: Raw -850929.774718 + Penalty 867.257076 = -850062.517642 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4803.232431 sec): 3 clusters Score: Raw -845497.739421 + Penalty 1734.514152 = -843763.225270 nChanged 4109 SP:Iteration 1F (4803.294845 sec): 3 clusters Score: Raw -847776.900226 + Penalty 1734.514152 = -846042.386074 nChanged 556 SP:Iteration 2F (4803.343944 sec): 3 clusters Score: Raw -848051.283800 + Penalty 1734.514152 = -846316.769649 nChanged 525 SP:Iteration 3F (4803.406644 sec): 3 clusters Score: Raw -848316.803651 + Penalty 1734.514152 = -846582.289499 nChanged 528 SP:Iteration 4F (4803.454774 sec): 3 clusters Score: Raw -848641.903763 + Penalty 1734.514152 = -846907.389611 nChanged 547 SP:Iteration 5F (4803.509081 sec): 3 clusters Score: Raw -848990.243450 + Penalty 1734.514152 = -847255.729298 nChanged 492 SP:Iteration 6F (4803.573242 sec): 3 clusters Score: Raw -849267.534536 + Penalty 1734.514152 = -847533.020385 nChanged 418 SP:Iteration 7Q (4803.628176 sec): 3 clusters Score: Raw -849473.328361 + Penalty 1734.514152 = -847738.814209 nChanged 364 SP:Iteration 8Q (4803.688529 sec): 3 clusters Score: Raw -849642.120414 + Penalty 1734.514152 = -847907.606263 nChanged 293 SP:Iteration 9Q (4803.738123 sec): 3 clusters Score: Raw -849768.405022 + Penalty 1734.514152 = -848033.890870 nChanged 226 SP:Iteration 10Q (4803.799523 sec): 3 clusters Score: Raw -849856.189516 + Penalty 1734.514152 = -848121.675364 nChanged 190 SP:Iteration 11Q (4803.841546 sec): 3 clusters Score: Raw -849908.025906 + Penalty 1734.514152 = -848173.511754 nChanged 130 SP:Iteration 12Q (4803.898430 sec): 3 clusters Score: Raw -849943.269700 + Penalty 1734.514152 = -848208.755549 nChanged 126 SP:Iteration 13Q (4803.967062 sec): 3 clusters Score: Raw -849975.375336 + Penalty 1734.514152 = -848240.861184 nChanged 106 SP:Iteration 14Q (4804.021804 sec): 3 clusters Score: Raw -849998.088361 + Penalty 1734.514152 = -848263.574209 nChanged 80 SP:Iteration 15Q (4804.068566 sec): 3 clusters Score: Raw -850014.573819 + Penalty 1734.514152 = -848280.059668 nChanged 84 SP:Iteration 16Q (4804.127810 sec): 3 clusters Score: Raw -850031.027146 + Penalty 1734.514152 = -848296.512994 nChanged 67 SP:Iteration 17Q (4804.187933 sec): 3 clusters Score: Raw -850043.635836 + Penalty 1734.514152 = -848309.121685 nChanged 67 SP:Iteration 18Q (4804.247641 sec): 3 clusters Score: Raw -850056.236058 + Penalty 1734.514152 = -848321.721906 nChanged 61 SP:Iteration 19Q (4804.301243 sec): 3 clusters Score: Raw -850063.714435 + Penalty 1734.514152 = -848329.200283 nChanged 43 SP:Iteration 20F (4804.353797 sec): 3 clusters Score: Raw -850068.909362 + Penalty 1734.514152 = -848334.395211 nChanged 37 SP:Iteration 21Q (4804.423386 sec): 3 clusters Score: Raw -850074.532319 + Penalty 1734.514152 = -848340.018167 nChanged 30 SP:Iteration 22Q (4804.472588 sec): 3 clusters Score: Raw -850079.041576 + Penalty 1734.514152 = -848344.527425 nChanged 31 SP:Iteration 23Q (4804.531512 sec): 3 clusters Score: Raw -850084.341537 + Penalty 1734.514152 = -848349.827385 nChanged 40 SP:Iteration 24Q (4804.595584 sec): 3 clusters Score: Raw -850091.274928 + Penalty 1734.514152 = -848356.760777 nChanged 56 SP:Iteration 25Q (4804.654208 sec): 3 clusters Score: Raw -850101.535177 + Penalty 1734.514152 = -848367.021026 nChanged 62 SP:Iteration 26Q (4804.714750 sec): 3 clusters Score: Raw -850113.987885 + Penalty 1734.514152 = -848379.473733 nChanged 62 SP:Iteration 27Q (4804.763267 sec): 3 clusters Score: Raw -850126.055059 + Penalty 1734.514152 = -848391.540908 nChanged 54 SP:Iteration 28Q (4804.826278 sec): 3 clusters Score: Raw -850134.936908 + Penalty 1734.514152 = -848400.422756 nChanged 43 SP:Iteration 29Q (4804.874470 sec): 3 clusters Score: Raw -850141.933721 + Penalty 1734.514152 = -848407.419569 nChanged 47 SP:Iteration 30Q (4804.929455 sec): 3 clusters Score: Raw -850149.116108 + Penalty 1734.514152 = -848414.601956 nChanged 37 SP:Iteration 31Q (4804.989397 sec): 3 clusters Score: Raw -850155.894133 + Penalty 1734.514152 = -848421.379982 nChanged 33 SP:Iteration 32Q (4805.044485 sec): 3 clusters Score: Raw -850160.890664 + Penalty 1734.514152 = -848426.376512 nChanged 42 SP:Iteration 33Q (4805.107032 sec): 3 clusters Score: Raw -850167.665902 + Penalty 1734.514152 = -848433.151751 nChanged 44 SP:Iteration 34Q (4805.165146 sec): 3 clusters Score: Raw -850173.543898 + Penalty 1734.514152 = -848439.029746 nChanged 39 SP:Iteration 35Q (4805.223528 sec): 3 clusters Score: Raw -850178.279201 + Penalty 1734.514152 = -848443.765049 nChanged 33 SP:Iteration 36Q (4805.272442 sec): 3 clusters Score: Raw -850182.674557 + Penalty 1734.514152 = -848448.160406 nChanged 30 SP:Iteration 37Q (4805.342553 sec): 3 clusters Score: Raw -850186.824988 + Penalty 1734.514152 = -848452.310836 nChanged 24 SP:Iteration 38Q (4805.390621 sec): 3 clusters Score: Raw -850190.608666 + Penalty 1734.514152 = -848456.094515 nChanged 32 SP:Iteration 39Q (4805.456421 sec): 3 clusters Score: Raw -850195.007572 + Penalty 1734.514152 = -848460.493420 nChanged 32 SP:Iteration 40F (4805.512499 sec): 3 clusters Score: Raw -850199.530561 + Penalty 1734.514152 = -848465.016409 nChanged 30 SP:Iteration 41Q (4805.573937 sec): 3 clusters Score: Raw -850203.161922 + Penalty 1734.514152 = -848468.647771 nChanged 29 SP:Iteration 42Q (4805.631538 sec): 3 clusters Score: Raw -850206.986128 + Penalty 1734.514152 = -848472.471976 nChanged 33 SP:Iteration 43Q (4805.680031 sec): 3 clusters Score: Raw -850211.838120 + Penalty 1734.514152 = -848477.323968 nChanged 41 SP:Iteration 44Q (4805.740805 sec): 3 clusters Score: Raw -850218.404095 + Penalty 1734.514152 = -848483.889943 nChanged 53 SP:Iteration 45Q (4805.795569 sec): 3 clusters Score: Raw -850229.484002 + Penalty 1734.514152 = -848494.969850 nChanged 62 SP:Iteration 46Q (4805.843543 sec): 3 clusters Score: Raw -850242.433929 + Penalty 1734.514152 = -848507.919778 nChanged 59 SP:Iteration 47Q (4805.909048 sec): 3 clusters Score: Raw -850252.036312 + Penalty 1734.514152 = -848517.522161 nChanged 54 SP:Iteration 48Q (4805.954109 sec): 3 clusters Score: Raw -850262.465511 + Penalty 1734.514152 = -848527.951360 nChanged 66 SP:Iteration 49Q (4806.013838 sec): 3 clusters Score: Raw -850275.541949 + Penalty 1734.514152 = -848541.027798 nChanged 71 SP:Iteration 50Q (4806.059779 sec): 3 clusters Score: Raw -850289.373153 + Penalty 1734.514152 = -848554.859001 nChanged 69 SP:Iteration 51Q (4806.122667 sec): 3 clusters Score: Raw -850303.635634 + Penalty 1734.514152 = -848569.121483 nChanged 62 SP:Iteration 52Q (4806.167746 sec): 3 clusters Score: Raw -850315.871307 + Penalty 1734.514152 = -848581.357156 nChanged 64 SP:Iteration 53Q (4806.222303 sec): 3 clusters Score: Raw -850330.845668 + Penalty 1734.514152 = -848596.331516 nChanged 72 SP:Iteration 54Q (4806.291533 sec): 3 clusters Score: Raw -850347.029590 + Penalty 1734.514152 = -848612.515439 nChanged 59 SP:Iteration 55Q (4806.340439 sec): 3 clusters Score: Raw -850360.324218 + Penalty 1734.514152 = -848625.810067 nChanged 62 SP:Iteration 56Q (4806.400142 sec): 3 clusters Score: Raw -850373.397798 + Penalty 1734.514152 = -848638.883647 nChanged 68 SP:Iteration 57Q (4806.470195 sec): 3 clusters Score: Raw -850390.862153 + Penalty 1734.514152 = -848656.348002 nChanged 74 SP:Iteration 58Q (4806.507034 sec): 3 clusters Score: Raw -850409.226513 + Penalty 1734.514152 = -848674.712361 nChanged 61 SP:Iteration 59Q (4806.566189 sec): 3 clusters Score: Raw -850423.739220 + Penalty 1734.514152 = -848689.225068 nChanged 66 SP:Iteration 60F (4806.620522 sec): 3 clusters Score: Raw -850440.263403 + Penalty 1734.514152 = -848705.749252 nChanged 77 SP:Iteration 61Q (4806.680027 sec): 3 clusters Score: Raw -850457.312032 + Penalty 1734.514152 = -848722.797881 nChanged 81 SP:Iteration 62Q (4806.739402 sec): 3 clusters Score: Raw -850478.085884 + Penalty 1734.514152 = -848743.571733 nChanged 68 SP:Iteration 63Q (4806.792645 sec): 3 clusters Score: Raw -850493.627275 + Penalty 1734.514152 = -848759.113123 nChanged 67 SP:Iteration 64Q (4806.849787 sec): 3 clusters Score: Raw -850510.107242 + Penalty 1734.514152 = -848775.593091 nChanged 57 SP:Iteration 65Q (4806.907750 sec): 3 clusters Score: Raw -850520.687964 + Penalty 1734.514152 = -848786.173812 nChanged 55 SP:Iteration 66Q (4806.966570 sec): 3 clusters Score: Raw -850534.312863 + Penalty 1734.514152 = -848799.798712 nChanged 61 SP:Iteration 67Q (4807.037376 sec): 3 clusters Score: Raw -850549.323668 + Penalty 1734.514152 = -848814.809517 nChanged 61 SP:Iteration 68Q (4807.089287 sec): 3 clusters Score: Raw -850562.641214 + Penalty 1734.514152 = -848828.127062 nChanged 59 SP:Iteration 69Q (4807.149044 sec): 3 clusters Score: Raw -850576.892791 + Penalty 1734.514152 = -848842.378640 nChanged 62 SP:Iteration 70Q (4807.205592 sec): 3 clusters Score: Raw -850590.459802 + Penalty 1734.514152 = -848855.945650 nChanged 42 SP:Iteration 71Q (4807.263093 sec): 3 clusters Score: Raw -850600.444978 + Penalty 1734.514152 = -848865.930826 nChanged 53 SP:Iteration 72Q (4807.317770 sec): 3 clusters Score: Raw -850612.563064 + Penalty 1734.514152 = -848878.048913 nChanged 46 SP:Iteration 73Q (4807.375474 sec): 3 clusters Score: Raw -850622.540878 + Penalty 1734.514152 = -848888.026727 nChanged 49 SP:Iteration 74Q (4807.433244 sec): 3 clusters Score: Raw -850634.804688 + Penalty 1734.514152 = -848900.290536 nChanged 53 SP:Iteration 75Q (4807.491177 sec): 3 clusters Score: Raw -850649.636281 + Penalty 1734.514152 = -848915.122129 nChanged 53 SP:Iteration 76Q (4807.549077 sec): 3 clusters Score: Raw -850663.818639 + Penalty 1734.514152 = -848929.304487 nChanged 50 SP:Iteration 77Q (4807.617975 sec): 3 clusters Score: Raw -850676.865928 + Penalty 1734.514152 = -848942.351776 nChanged 53 SP:Iteration 78Q (4807.664451 sec): 3 clusters Score: Raw -850691.506170 + Penalty 1734.514152 = -848956.992018 nChanged 48 SP:Iteration 79Q (4807.733776 sec): 3 clusters Score: Raw -850703.839650 + Penalty 1734.514152 = -848969.325499 nChanged 49 SP:Iteration 80F (4807.780187 sec): 3 clusters Score: Raw -850713.678403 + Penalty 1734.514152 = -848979.164251 nChanged 26 SP:Iteration 81Q (4807.838057 sec): 3 clusters Score: Raw -850718.699233 + Penalty 1734.514152 = -848984.185082 nChanged 27 SP:Iteration 82Q (4807.895711 sec): 3 clusters Score: Raw -850724.229107 + Penalty 1734.514152 = -848989.714956 nChanged 25 SP:Iteration 83Q (4807.961956 sec): 3 clusters Score: Raw -850729.385603 + Penalty 1734.514152 = -848994.871451 nChanged 22 SP:Iteration 84Q (4808.010675 sec): 3 clusters Score: Raw -850735.394507 + Penalty 1734.514152 = -849000.880355 nChanged 25 SP:Iteration 85Q (4808.058744 sec): 3 clusters Score: Raw -850745.325765 + Penalty 1734.514152 = -849010.811613 nChanged 31 SP:Iteration 86Q (4808.115770 sec): 3 clusters Score: Raw -850755.909024 + Penalty 1734.514152 = -849021.394872 nChanged 28 SP:Iteration 87Q (4808.173170 sec): 3 clusters Score: Raw -850764.216185 + Penalty 1734.514152 = -849029.702033 nChanged 25 SP:Iteration 88Q (4808.230694 sec): 3 clusters Score: Raw -850771.773137 + Penalty 1734.514152 = -849037.258985 nChanged 32 SP:Iteration 89Q (4808.288307 sec): 3 clusters Score: Raw -850781.933099 + Penalty 1734.514152 = -849047.418948 nChanged 31 SP:Iteration 90Q (4808.334007 sec): 3 clusters Score: Raw -850791.187339 + Penalty 1734.514152 = -849056.673187 nChanged 26 SP:Iteration 91Q (4808.391436 sec): 3 clusters Score: Raw -850798.122727 + Penalty 1734.514152 = -849063.608576 nChanged 23 SP:Iteration 92Q (4808.448890 sec): 3 clusters Score: Raw -850805.708630 + Penalty 1734.514152 = -849071.194479 nChanged 16 SP:Iteration 93Q (4808.514172 sec): 3 clusters Score: Raw -850809.422562 + Penalty 1734.514152 = -849074.908410 nChanged 13 SP:Iteration 94Q (4808.559309 sec): 3 clusters Score: Raw -850812.987136 + Penalty 1734.514152 = -849078.472984 nChanged 21 SP:Iteration 95Q (4808.616681 sec): 3 clusters Score: Raw -850820.919581 + Penalty 1734.514152 = -849086.405429 nChanged 20 SP:Iteration 96Q (4808.674296 sec): 3 clusters Score: Raw -850825.515856 + Penalty 1734.514152 = -849091.001705 nChanged 14 SP:Iteration 97Q (4808.731078 sec): 3 clusters Score: Raw -850829.163515 + Penalty 1734.514152 = -849094.649364 nChanged 18 SP:Iteration 98Q (4808.788899 sec): 3 clusters Score: Raw -850834.826699 + Penalty 1734.514152 = -849100.312547 nChanged 19 SP:Iteration 99Q (4808.847066 sec): 3 clusters Score: Raw -850842.285362 + Penalty 1734.514152 = -849107.771210 nChanged 22 SP:Iteration 100F (4808.905692 sec): 3 clusters Score: Raw -850849.839956 + Penalty 1734.514152 = -849115.325804 nChanged 20 SP:Iteration 101Q (4808.963017 sec): 3 clusters Score: Raw -850855.243591 + Penalty 1734.514152 = -849120.729440 nChanged 29 SP:Iteration 102Q (4809.021078 sec): 3 clusters Score: Raw -850862.312589 + Penalty 1734.514152 = -849127.798437 nChanged 22 SP:Iteration 103Q (4809.078350 sec): 3 clusters Score: Raw -850871.266763 + Penalty 1734.514152 = -849136.752611 nChanged 21 SP:Iteration 104Q (4809.135572 sec): 3 clusters Score: Raw -850878.357298 + Penalty 1734.514152 = -849143.843147 nChanged 26 SP:Iteration 105Q (4809.191773 sec): 3 clusters Score: Raw -850889.421315 + Penalty 1734.514152 = -849154.907163 nChanged 25 SP:Iteration 106Q (4809.243455 sec): 3 clusters Score: Raw -850901.355894 + Penalty 1734.514152 = -849166.841742 nChanged 28 SP:Iteration 107Q (4809.301755 sec): 3 clusters Score: Raw -850914.220103 + Penalty 1734.514152 = -849179.705951 nChanged 29 SP:Iteration 108Q (4809.352099 sec): 3 clusters Score: Raw -850922.690928 + Penalty 1734.514152 = -849188.176777 nChanged 18 SP:Iteration 109Q (4809.414119 sec): 3 clusters Score: Raw -850930.161619 + Penalty 1734.514152 = -849195.647468 nChanged 26 SP:Iteration 110Q (4809.466273 sec): 3 clusters Score: Raw -850947.775830 + Penalty 1734.514152 = -849213.261678 nChanged 31 SP:Iteration 111Q (4809.517631 sec): 3 clusters Score: Raw -850962.644440 + Penalty 1734.514152 = -849228.130288 nChanged 34 SP:Iteration 112Q (4809.571192 sec): 3 clusters Score: Raw -850974.294509 + Penalty 1734.514152 = -849239.780357 nChanged 30 SP:Iteration 113Q (4809.621044 sec): 3 clusters Score: Raw -850986.845514 + Penalty 1734.514152 = -849252.331362 nChanged 22 SP:Iteration 114Q (4809.679326 sec): 3 clusters Score: Raw -850994.957907 + Penalty 1734.514152 = -849260.443755 nChanged 19 SP:Iteration 115Q (4809.736069 sec): 3 clusters Score: Raw -851000.585602 + Penalty 1734.514152 = -849266.071450 nChanged 17 SP:Iteration 116Q (4809.792204 sec): 3 clusters Score: Raw -851006.076373 + Penalty 1734.514152 = -849271.562221 nChanged 16 SP:Iteration 117Q (4809.838331 sec): 3 clusters Score: Raw -851012.106754 + Penalty 1734.514152 = -849277.592602 nChanged 20 SP:Iteration 118Q (4809.904190 sec): 3 clusters Score: Raw -851015.941987 + Penalty 1734.514152 = -849281.427835 nChanged 11 SP:Iteration 119Q (4809.961334 sec): 3 clusters Score: Raw -851018.199689 + Penalty 1734.514152 = -849283.685537 nChanged 10 SP:Iteration 120F (4810.003971 sec): 3 clusters Score: Raw -851020.576890 + Penalty 1734.514152 = -849286.062738 nChanged 9 SP:Iteration 121Q (4810.055656 sec): 3 clusters Score: Raw -851022.492573 + Penalty 1734.514152 = -849287.978422 nChanged 6 SP:Iteration 122Q (4810.114796 sec): 3 clusters Score: Raw -851023.367370 + Penalty 1734.514152 = -849288.853219 nChanged 11 SP:Iteration 123Q (4810.171627 sec): 3 clusters Score: Raw -851025.662605 + Penalty 1734.514152 = -849291.148453 nChanged 7 SP:Iteration 124Q (4810.220808 sec): 3 clusters Score: Raw -851027.729390 + Penalty 1734.514152 = -849293.215239 nChanged 14 SP:Iteration 125Q (4810.284481 sec): 3 clusters Score: Raw -851031.310364 + Penalty 1734.514152 = -849296.796212 nChanged 7 SP:Iteration 126Q (4810.333125 sec): 3 clusters Score: Raw -851032.973493 + Penalty 1734.514152 = -849298.459341 nChanged 4 SP:Iteration 127Q (4810.395671 sec): 3 clusters Score: Raw -851034.239784 + Penalty 1734.514152 = -849299.725633 nChanged 5 SP:Iteration 128Q (4810.452347 sec): 3 clusters Score: Raw -851035.105669 + Penalty 1734.514152 = -849300.591517 nChanged 3 SP:Iteration 129Q (4810.502384 sec): 3 clusters Score: Raw -851035.722664 + Penalty 1734.514152 = -849301.208512 nChanged 5 SP:Iteration 130Q (4810.561540 sec): 3 clusters Score: Raw -851037.096525 + Penalty 1734.514152 = -849302.582374 nChanged 5 SP:Iteration 131Q (4810.621200 sec): 3 clusters Score: Raw -851038.541041 + Penalty 1734.514152 = -849304.026889 nChanged 7 SP:Iteration 132Q (4810.679096 sec): 3 clusters Score: Raw -851040.719526 + Penalty 1734.514152 = -849306.205374 nChanged 12 SP:Iteration 133Q (4810.738643 sec): 3 clusters Score: Raw -851045.625154 + Penalty 1734.514152 = -849311.111003 nChanged 14 SP:Iteration 134Q (4810.796543 sec): 3 clusters Score: Raw -851051.206695 + Penalty 1734.514152 = -849316.692543 nChanged 15 SP:Iteration 135Q (4810.855831 sec): 3 clusters Score: Raw -851056.124507 + Penalty 1734.514152 = -849321.610355 nChanged 18 SP:Iteration 136Q (4810.913635 sec): 3 clusters Score: Raw -851061.293960 + Penalty 1734.514152 = -849326.779809 nChanged 18 SP:Iteration 137Q (4810.961633 sec): 3 clusters Score: Raw -851069.378886 + Penalty 1734.514152 = -849334.864735 nChanged 15 SP:Iteration 138Q (4811.023001 sec): 3 clusters Score: Raw -851074.602211 + Penalty 1734.514152 = -849340.088059 nChanged 17 SP:Iteration 139Q (4811.080352 sec): 3 clusters Score: Raw -851078.637160 + Penalty 1734.514152 = -849344.123008 nChanged 11 SP:Iteration 140F (4811.121096 sec): 3 clusters Score: Raw -851082.825111 + Penalty 1734.514152 = -849348.310959 nChanged 6 SP:Iteration 141Q (4811.184615 sec): 3 clusters Score: Raw -851084.528236 + Penalty 1734.514152 = -849350.014084 nChanged 9 SP:Iteration 142Q (4811.241269 sec): 3 clusters Score: Raw -851085.850554 + Penalty 1734.514152 = -849351.336402 nChanged 6 SP:Iteration 143Q (4811.295054 sec): 3 clusters Score: Raw -851087.777240 + Penalty 1734.514152 = -849353.263088 nChanged 7 SP:Iteration 144Q (4811.352139 sec): 3 clusters Score: Raw -851089.175759 + Penalty 1734.514152 = -849354.661607 nChanged 1 SP:Iteration 145Q (4811.411828 sec): 3 clusters Score: Raw -851089.711136 + Penalty 1734.514152 = -849355.196984 nChanged 2 SP:Iteration 146Q (4811.467579 sec): 3 clusters Score: Raw -851089.883317 + Penalty 1734.514152 = -849355.369165 nChanged 3 SP:Iteration 147Q (4811.519205 sec): 3 clusters Score: Raw -851090.749171 + Penalty 1734.514152 = -849356.235020 nChanged 3 SP:Iteration 148Q (4811.578319 sec): 3 clusters Score: Raw -851091.205922 + Penalty 1734.514152 = -849356.691770 nChanged 2 SP:Iteration 149Q (4811.634813 sec): 3 clusters Score: Raw -851091.574402 + Penalty 1734.514152 = -849357.060250 nChanged 2 SP:Iteration 150Q (4811.673494 sec): 3 clusters Score: Raw -851091.715466 + Penalty 1734.514152 = -849357.201315 nChanged 0 SP:Iteration 151F (4811.730638 sec): 3 clusters Score: Raw -851091.715466 + Penalty 1734.514152 = -849357.201315 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4811.756662 sec): 2 clusters Score: Raw -246243.734107 + Penalty 745.053790 = -245498.680317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4811.808230 sec): 3 clusters Score: Raw -244936.473387 + Penalty 1490.107580 = -243446.365807 nChanged 1010 SP:Iteration 1F (4811.866864 sec): 3 clusters Score: Raw -245547.053902 + Penalty 1490.107580 = -244056.946322 nChanged 212 SP:Iteration 2F (4811.908918 sec): 3 clusters Score: Raw -245679.211008 + Penalty 1490.107580 = -244189.103428 nChanged 152 SP:Iteration 3F (4811.963507 sec): 3 clusters Score: Raw -245771.729426 + Penalty 1490.107580 = -244281.621846 nChanged 137 SP:Iteration 4F (4812.013628 sec): 3 clusters Score: Raw -245867.064213 + Penalty 1490.107580 = -244376.956632 nChanged 107 SP:Iteration 5Q (4812.055335 sec): 3 clusters Score: Raw -245945.028525 + Penalty 1490.107580 = -244454.920945 nChanged 92 SP:Iteration 6Q (4812.100479 sec): 3 clusters Score: Raw -246008.091057 + Penalty 1490.107580 = -244517.983477 nChanged 95 SP:Iteration 7Q (4812.152005 sec): 3 clusters Score: Raw -246061.109052 + Penalty 1490.107580 = -244571.001472 nChanged 69 SP:Iteration 8Q (4812.201819 sec): 3 clusters Score: Raw -246105.809511 + Penalty 1490.107580 = -244615.701931 nChanged 70 SP:Iteration 9Q (4812.235971 sec): 3 clusters Score: Raw -246145.141720 + Penalty 1490.107580 = -244655.034139 nChanged 59 SP:Iteration 10Q (4812.245990 sec): 3 clusters Score: Raw -246173.720890 + Penalty 1490.107580 = -244683.613310 nChanged 40 SP:Iteration 11Q (4812.255687 sec): 3 clusters Score: Raw -246189.741986 + Penalty 1490.107580 = -244699.634406 nChanged 32 SP:Iteration 12Q (4812.265372 sec): 3 clusters Score: Raw -246204.549662 + Penalty 1490.107580 = -244714.442082 nChanged 35 SP:Iteration 13Q (4812.274967 sec): 3 clusters Score: Raw -246217.052331 + Penalty 1490.107580 = -244726.944751 nChanged 21 SP:Iteration 14Q (4812.284566 sec): 3 clusters Score: Raw -246223.724407 + Penalty 1490.107580 = -244733.616827 nChanged 18 SP:Iteration 15Q (4812.337617 sec): 3 clusters Score: Raw -246230.195750 + Penalty 1490.107580 = -244740.088169 nChanged 10 SP:Iteration 16Q (4812.381585 sec): 3 clusters Score: Raw -246232.940836 + Penalty 1490.107580 = -244742.833256 nChanged 9 SP:Iteration 17Q (4812.425413 sec): 3 clusters Score: Raw -246234.165485 + Penalty 1490.107580 = -244744.057905 nChanged 7 SP:Iteration 18Q (4812.476003 sec): 3 clusters Score: Raw -246235.690674 + Penalty 1490.107580 = -244745.583094 nChanged 5 SP:Iteration 19Q (4812.527390 sec): 3 clusters Score: Raw -246237.443430 + Penalty 1490.107580 = -244747.335849 nChanged 5 SP:Iteration 20F (4812.583541 sec): 3 clusters Score: Raw -246238.897302 + Penalty 1490.107580 = -244748.789721 nChanged 7 SP:Iteration 21Q (4812.630379 sec): 3 clusters Score: Raw -246241.810212 + Penalty 1490.107580 = -244751.702632 nChanged 10 SP:Iteration 22Q (4812.674368 sec): 3 clusters Score: Raw -246244.933966 + Penalty 1490.107580 = -244754.826385 nChanged 11 SP:Iteration 23Q (4812.719858 sec): 3 clusters Score: Raw -246248.499278 + Penalty 1490.107580 = -244758.391698 nChanged 10 SP:Iteration 24Q (4812.764100 sec): 3 clusters Score: Raw -246252.940331 + Penalty 1490.107580 = -244762.832751 nChanged 13 SP:Iteration 25Q (4812.808407 sec): 3 clusters Score: Raw -246256.825486 + Penalty 1490.107580 = -244766.717906 nChanged 13 SP:Iteration 26Q (4812.855769 sec): 3 clusters Score: Raw -246260.794234 + Penalty 1490.107580 = -244770.686654 nChanged 14 SP:Iteration 27Q (4812.902127 sec): 3 clusters Score: Raw -246266.220658 + Penalty 1490.107580 = -244776.113078 nChanged 18 SP:Iteration 28Q (4812.957319 sec): 3 clusters Score: Raw -246271.796740 + Penalty 1490.107580 = -244781.689160 nChanged 12 SP:Iteration 29Q (4812.992624 sec): 3 clusters Score: Raw -246273.964174 + Penalty 1490.107580 = -244783.856594 nChanged 12 SP:Iteration 30Q (4813.033782 sec): 3 clusters Score: Raw -246277.145096 + Penalty 1490.107580 = -244787.037516 nChanged 13 SP:Iteration 31Q (4813.082838 sec): 3 clusters Score: Raw -246282.430996 + Penalty 1490.107580 = -244792.323416 nChanged 14 SP:Iteration 32Q (4813.133507 sec): 3 clusters Score: Raw -246287.372808 + Penalty 1490.107580 = -244797.265228 nChanged 10 SP:Iteration 33Q (4813.184693 sec): 3 clusters Score: Raw -246290.819124 + Penalty 1490.107580 = -244800.711544 nChanged 10 SP:Iteration 34Q (4813.235150 sec): 3 clusters Score: Raw -246295.190840 + Penalty 1490.107580 = -244805.083259 nChanged 8 SP:Iteration 35Q (4813.284249 sec): 3 clusters Score: Raw -246297.330857 + Penalty 1490.107580 = -244807.223277 nChanged 5 SP:Iteration 36Q (4813.335809 sec): 3 clusters Score: Raw -246300.137002 + Penalty 1490.107580 = -244810.029421 nChanged 4 SP:Iteration 37Q (4813.379241 sec): 3 clusters Score: Raw -246301.799240 + Penalty 1490.107580 = -244811.691660 nChanged 4 SP:Iteration 38Q (4813.414644 sec): 3 clusters Score: Raw -246302.369295 + Penalty 1490.107580 = -244812.261715 nChanged 4 SP:Iteration 39Q (4813.463440 sec): 3 clusters Score: Raw -246303.666091 + Penalty 1490.107580 = -244813.558511 nChanged 6 SP:Iteration 40F (4813.513972 sec): 3 clusters Score: Raw -246304.896290 + Penalty 1490.107580 = -244814.788709 nChanged 8 SP:Iteration 41Q (4813.561705 sec): 3 clusters Score: Raw -246306.461453 + Penalty 1490.107580 = -244816.353873 nChanged 10 SP:Iteration 42Q (4813.615757 sec): 3 clusters Score: Raw -246308.864004 + Penalty 1490.107580 = -244818.756424 nChanged 7 SP:Iteration 43Q (4813.650441 sec): 3 clusters Score: Raw -246309.917849 + Penalty 1490.107580 = -244819.810268 nChanged 6 SP:Iteration 44Q (4813.701529 sec): 3 clusters Score: Raw -246311.039275 + Penalty 1490.107580 = -244820.931695 nChanged 4 SP:Iteration 45Q (4813.743396 sec): 3 clusters Score: Raw -246312.013601 + Penalty 1490.107580 = -244821.906021 nChanged 4 SP:Iteration 46Q (4813.787649 sec): 3 clusters Score: Raw -246313.153053 + Penalty 1490.107580 = -244823.045473 nChanged 7 SP:Iteration 47Q (4813.846759 sec): 3 clusters Score: Raw -246314.913108 + Penalty 1490.107580 = -244824.805527 nChanged 5 SP:Iteration 48Q (4813.891222 sec): 3 clusters Score: Raw -246316.258484 + Penalty 1490.107580 = -244826.150903 nChanged 1 SP:Iteration 49Q (4813.932129 sec): 3 clusters Score: Raw -246316.376071 + Penalty 1490.107580 = -244826.268491 nChanged 1 SP:Iteration 50Q (4813.991458 sec): 3 clusters Score: Raw -246316.414554 + Penalty 1490.107580 = -244826.306974 nChanged 0 SP:Iteration 51F (4814.038170 sec): 3 clusters Score: Raw -246316.414554 + Penalty 1490.107580 = -244826.306974 nChanged 0 Trying to split cluster 33 (3371 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4814.059233 sec): 2 clusters Score: Raw -291483.687778 + Penalty 771.681648 = -290712.006130 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4814.100646 sec): 3 clusters Score: Raw -289729.134026 + Penalty 1543.363296 = -288185.770731 nChanged 1387 SP:Iteration 1F (4814.152393 sec): 3 clusters Score: Raw -290534.643578 + Penalty 1543.363296 = -288991.280282 nChanged 265 SP:Iteration 2F (4814.202845 sec): 3 clusters Score: Raw -290702.635504 + Penalty 1543.363296 = -289159.272208 nChanged 210 SP:Iteration 3F (4814.254576 sec): 3 clusters Score: Raw -290824.005561 + Penalty 1543.363296 = -289280.642265 nChanged 169 SP:Iteration 4F (4814.300346 sec): 3 clusters Score: Raw -290929.694656 + Penalty 1543.363296 = -289386.331360 nChanged 138 SP:Iteration 5Q (4814.352331 sec): 3 clusters Score: Raw -291018.147426 + Penalty 1543.363296 = -289474.784130 nChanged 125 SP:Iteration 6Q (4814.395972 sec): 3 clusters Score: Raw -291097.938126 + Penalty 1543.363296 = -289554.574830 nChanged 118 SP:Iteration 7Q (4814.448143 sec): 3 clusters Score: Raw -291202.647747 + Penalty 1543.363296 = -289659.284451 nChanged 135 SP:Iteration 8Q (4814.500147 sec): 3 clusters Score: Raw -291322.969466 + Penalty 1543.363296 = -289779.606170 nChanged 138 SP:Iteration 9Q (4814.550806 sec): 3 clusters Score: Raw -291457.495314 + Penalty 1543.363296 = -289914.132018 nChanged 125 SP:Iteration 10Q (4814.602585 sec): 3 clusters Score: Raw -291545.533523 + Penalty 1543.363296 = -290002.170227 nChanged 106 SP:Iteration 11Q (4814.646826 sec): 3 clusters Score: Raw -291615.081416 + Penalty 1543.363296 = -290071.718120 nChanged 87 SP:Iteration 12Q (4814.698558 sec): 3 clusters Score: Raw -291668.339938 + Penalty 1543.363296 = -290124.976642 nChanged 80 SP:Iteration 13Q (4814.758315 sec): 3 clusters Score: Raw -291708.775630 + Penalty 1543.363296 = -290165.412334 nChanged 70 SP:Iteration 14Q (4814.809091 sec): 3 clusters Score: Raw -291749.217634 + Penalty 1543.363296 = -290205.854338 nChanged 67 SP:Iteration 15Q (4814.849875 sec): 3 clusters Score: Raw -291790.614791 + Penalty 1543.363296 = -290247.251495 nChanged 61 SP:Iteration 16Q (4814.901577 sec): 3 clusters Score: Raw -291820.655892 + Penalty 1543.363296 = -290277.292596 nChanged 59 SP:Iteration 17Q (4814.946938 sec): 3 clusters Score: Raw -291851.983598 + Penalty 1543.363296 = -290308.620302 nChanged 67 SP:Iteration 18Q (4814.999247 sec): 3 clusters Score: Raw -291896.671844 + Penalty 1543.363296 = -290353.308548 nChanged 75 SP:Iteration 19Q (4815.043247 sec): 3 clusters Score: Raw -291963.918845 + Penalty 1543.363296 = -290420.555549 nChanged 93 SP:Iteration 20F (4815.095038 sec): 3 clusters Score: Raw -292053.728503 + Penalty 1543.363296 = -290510.365207 nChanged 78 SP:Iteration 21Q (4815.158336 sec): 3 clusters Score: Raw -292106.224874 + Penalty 1543.363296 = -290562.861578 nChanged 48 SP:Iteration 22Q (4815.197922 sec): 3 clusters Score: Raw -292126.904198 + Penalty 1543.363296 = -290583.540902 nChanged 37 SP:Iteration 23Q (4815.249520 sec): 3 clusters Score: Raw -292142.042842 + Penalty 1543.363296 = -290598.679546 nChanged 32 SP:Iteration 24Q (4815.295943 sec): 3 clusters Score: Raw -292151.907152 + Penalty 1543.363296 = -290608.543856 nChanged 19 SP:Iteration 25Q (4815.346922 sec): 3 clusters Score: Raw -292156.922382 + Penalty 1543.363296 = -290613.559087 nChanged 14 SP:Iteration 26Q (4815.400222 sec): 3 clusters Score: Raw -292160.058484 + Penalty 1543.363296 = -290616.695188 nChanged 4 SP:Iteration 27Q (4815.448986 sec): 3 clusters Score: Raw -292161.103462 + Penalty 1543.363296 = -290617.740166 nChanged 4 SP:Iteration 28Q (4815.501161 sec): 3 clusters Score: Raw -292161.482928 + Penalty 1543.363296 = -290618.119632 nChanged 4 SP:Iteration 29Q (4815.553505 sec): 3 clusters Score: Raw -292161.924804 + Penalty 1543.363296 = -290618.561509 nChanged 4 SP:Iteration 30Q (4815.604754 sec): 3 clusters Score: Raw -292162.882041 + Penalty 1543.363296 = -290619.518745 nChanged 2 SP:Iteration 31Q (4815.653844 sec): 3 clusters Score: Raw -292163.258613 + Penalty 1543.363296 = -290619.895317 nChanged 1 SP:Iteration 32Q (4815.705148 sec): 3 clusters Score: Raw -292163.360843 + Penalty 1543.363296 = -290619.997547 nChanged 1 SP:Iteration 33Q (4815.752436 sec): 3 clusters Score: Raw -292163.417255 + Penalty 1543.363296 = -290620.053959 nChanged 0 SP:Iteration 34F (4815.798842 sec): 3 clusters Score: Raw -292163.417255 + Penalty 1543.363296 = -290620.053959 nChanged 0 Trying to split cluster 34 (288452 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4816.072359 sec): 2 clusters Score: Raw -27526821.759475 + Penalty 1194.366977 = -27525627.392498 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4816.467051 sec): 3 clusters Score: Raw -27332500.388501 + Penalty 2388.733955 = -27330111.654546 nChanged 141491 SP:Iteration 1F (4816.872524 sec): 3 clusters Score: Raw -27421602.200109 + Penalty 2388.733955 = -27419213.466154 nChanged 12661 SP:Iteration 2Q (4817.310082 sec): 3 clusters Score: Raw -27426915.327565 + Penalty 2388.733955 = -27424526.593610 nChanged 15927 SP:Iteration 3F (4817.712282 sec): 3 clusters Score: Raw -27436128.956886 + Penalty 2388.733955 = -27433740.222931 nChanged 19313 SP:Iteration 4F (4818.115276 sec): 3 clusters Score: Raw -27450336.369989 + Penalty 2388.733955 = -27447947.636034 nChanged 20867 SP:Iteration 5F (4818.508785 sec): 3 clusters Score: Raw -27468275.801481 + Penalty 2388.733955 = -27465887.067526 nChanged 18905 SP:Iteration 6F (4818.901231 sec): 3 clusters Score: Raw -27485189.322032 + Penalty 2388.733955 = -27482800.588077 nChanged 14481 SP:Iteration 7F (4819.306541 sec): 3 clusters Score: Raw -27497207.379083 + Penalty 2388.733955 = -27494818.645128 nChanged 10254 SP:Iteration 8Q (4819.695048 sec): 3 clusters Score: Raw -27504592.776399 + Penalty 2388.733955 = -27502204.042444 nChanged 7528 SP:Iteration 9Q (4820.089318 sec): 3 clusters Score: Raw -27509483.988862 + Penalty 2388.733955 = -27507095.254907 nChanged 5886 SP:Iteration 10Q (4820.476948 sec): 3 clusters Score: Raw -27513112.333181 + Penalty 2388.733955 = -27510723.599226 nChanged 4884 SP:Iteration 11Q (4820.836489 sec): 3 clusters Score: Raw -27516048.119807 + Penalty 2388.733955 = -27513659.385852 nChanged 4244 SP:Iteration 12Q (4821.183466 sec): 3 clusters Score: Raw -27518578.093725 + Penalty 2388.733955 = -27516189.359770 nChanged 3438 SP:Iteration 13Q (4821.529494 sec): 3 clusters Score: Raw -27520540.134368 + Penalty 2388.733955 = -27518151.400413 nChanged 2845 SP:Iteration 14Q (4821.878802 sec): 3 clusters Score: Raw -27522167.748832 + Penalty 2388.733955 = -27519779.014877 nChanged 2427 SP:Iteration 15Q (4822.234846 sec): 3 clusters Score: Raw -27523570.884925 + Penalty 2388.733955 = -27521182.150970 nChanged 1901 SP:Iteration 16Q (4822.583507 sec): 3 clusters Score: Raw -27524634.650461 + Penalty 2388.733955 = -27522245.916506 nChanged 1471 SP:Iteration 17Q (4822.926496 sec): 3 clusters Score: Raw -27525432.821402 + Penalty 2388.733955 = -27523044.087447 nChanged 1089 SP:Iteration 18Q (4823.273184 sec): 3 clusters Score: Raw -27526018.240056 + Penalty 2388.733955 = -27523629.506101 nChanged 769 SP:Iteration 19Q (4823.626132 sec): 3 clusters Score: Raw -27526432.274626 + Penalty 2388.733955 = -27524043.540671 nChanged 568 SP:Iteration 20F (4824.042174 sec): 3 clusters Score: Raw -27526739.915801 + Penalty 2388.733955 = -27524351.181846 nChanged 404 SP:Iteration 21Q (4824.381487 sec): 3 clusters Score: Raw -27526933.785020 + Penalty 2388.733955 = -27524545.051065 nChanged 283 SP:Iteration 22Q (4824.718070 sec): 3 clusters Score: Raw -27527046.850984 + Penalty 2388.733955 = -27524658.117029 nChanged 200 SP:Iteration 23Q (4825.054260 sec): 3 clusters Score: Raw -27527122.949769 + Penalty 2388.733955 = -27524734.215814 nChanged 141 SP:Iteration 24Q (4825.379590 sec): 3 clusters Score: Raw -27527171.573367 + Penalty 2388.733955 = -27524782.839413 nChanged 98 SP:Iteration 25Q (4825.714520 sec): 3 clusters Score: Raw -27527202.311209 + Penalty 2388.733955 = -27524813.577254 nChanged 85 SP:Iteration 26Q (4826.054791 sec): 3 clusters Score: Raw -27527233.222041 + Penalty 2388.733955 = -27524844.488086 nChanged 80 SP:Iteration 27Q (4826.373423 sec): 3 clusters Score: Raw -27527264.020205 + Penalty 2388.733955 = -27524875.286250 nChanged 75 SP:Iteration 28Q (4826.680539 sec): 3 clusters Score: Raw -27527296.858980 + Penalty 2388.733955 = -27524908.125025 nChanged 63 SP:Iteration 29Q (4826.979810 sec): 3 clusters Score: Raw -27527316.690382 + Penalty 2388.733955 = -27524927.956427 nChanged 45 SP:Iteration 30Q (4827.314369 sec): 3 clusters Score: Raw -27527328.810756 + Penalty 2388.733955 = -27524940.076801 nChanged 31 SP:Iteration 31Q (4827.639695 sec): 3 clusters Score: Raw -27527336.601884 + Penalty 2388.733955 = -27524947.867929 nChanged 36 SP:Iteration 32Q (4827.986393 sec): 3 clusters Score: Raw -27527343.197113 + Penalty 2388.733955 = -27524954.463158 nChanged 22 SP:Iteration 33Q (4828.298877 sec): 3 clusters Score: Raw -27527347.733540 + Penalty 2388.733955 = -27524958.999585 nChanged 15 SP:Iteration 34Q (4828.622278 sec): 3 clusters Score: Raw -27527351.483440 + Penalty 2388.733955 = -27524962.749485 nChanged 14 SP:Iteration 35Q (4828.950777 sec): 3 clusters Score: Raw -27527354.391560 + Penalty 2388.733955 = -27524965.657605 nChanged 18 SP:Iteration 36Q (4829.291559 sec): 3 clusters Score: Raw -27527356.878500 + Penalty 2388.733955 = -27524968.144545 nChanged 9 SP:Iteration 37Q (4829.632746 sec): 3 clusters Score: Raw -27527358.577986 + Penalty 2388.733955 = -27524969.844031 nChanged 6 SP:Iteration 38Q (4829.983835 sec): 3 clusters Score: Raw -27527359.446961 + Penalty 2388.733955 = -27524970.713006 nChanged 6 SP:Iteration 39Q (4830.326459 sec): 3 clusters Score: Raw -27527360.227330 + Penalty 2388.733955 = -27524971.493375 nChanged 7 SP:Iteration 40F (4830.730582 sec): 3 clusters Score: Raw -27527361.508032 + Penalty 2388.733955 = -27524972.774077 nChanged 6 SP:Iteration 41Q (4831.064989 sec): 3 clusters Score: Raw -27527362.619769 + Penalty 2388.733955 = -27524973.885814 nChanged 7 SP:Iteration 42Q (4831.406452 sec): 3 clusters Score: Raw -27527364.005249 + Penalty 2388.733955 = -27524975.271294 nChanged 2 SP:Iteration 43Q (4831.734830 sec): 3 clusters Score: Raw -27527364.158668 + Penalty 2388.733955 = -27524975.424713 nChanged 0 SP:Iteration 44F (4832.148629 sec): 3 clusters Score: Raw -27527364.158668 + Penalty 2388.733955 = -27524975.424713 nChanged 0 Trying to split cluster 35 (2665 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4832.198918 sec): 2 clusters Score: Raw -212296.817231 + Penalty 749.356137 = -211547.461094 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4832.250273 sec): 3 clusters Score: Raw -210971.283571 + Penalty 1498.712274 = -209472.571297 nChanged 1112 SP:Iteration 1F (4832.300922 sec): 3 clusters Score: Raw -211885.101296 + Penalty 1498.712274 = -210386.389022 nChanged 299 SP:Iteration 2F (4832.343619 sec): 3 clusters Score: Raw -212199.674439 + Penalty 1498.712274 = -210700.962165 nChanged 219 SP:Iteration 3F (4832.401246 sec): 3 clusters Score: Raw -212383.692538 + Penalty 1498.712274 = -210884.980264 nChanged 144 SP:Iteration 4F (4832.443042 sec): 3 clusters Score: Raw -212500.330800 + Penalty 1498.712274 = -211001.618526 nChanged 119 SP:Iteration 5Q (4832.507686 sec): 3 clusters Score: Raw -212583.458721 + Penalty 1498.712274 = -211084.746447 nChanged 95 SP:Iteration 6Q (4832.557125 sec): 3 clusters Score: Raw -212644.122842 + Penalty 1498.712274 = -211145.410568 nChanged 63 SP:Iteration 7Q (4832.611551 sec): 3 clusters Score: Raw -212683.008380 + Penalty 1498.712274 = -211184.296106 nChanged 54 SP:Iteration 8Q (4832.664321 sec): 3 clusters Score: Raw -212717.597173 + Penalty 1498.712274 = -211218.884899 nChanged 46 SP:Iteration 9Q (4832.716878 sec): 3 clusters Score: Raw -212749.284992 + Penalty 1498.712274 = -211250.572718 nChanged 32 SP:Iteration 10Q (4832.757396 sec): 3 clusters Score: Raw -212764.550475 + Penalty 1498.712274 = -211265.838201 nChanged 25 SP:Iteration 11Q (4832.809647 sec): 3 clusters Score: Raw -212776.836667 + Penalty 1498.712274 = -211278.124393 nChanged 16 SP:Iteration 12Q (4832.873163 sec): 3 clusters Score: Raw -212785.411900 + Penalty 1498.712274 = -211286.699626 nChanged 15 SP:Iteration 13Q (4832.923266 sec): 3 clusters Score: Raw -212794.896088 + Penalty 1498.712274 = -211296.183814 nChanged 12 SP:Iteration 14Q (4832.963957 sec): 3 clusters Score: Raw -212799.598783 + Penalty 1498.712274 = -211300.886509 nChanged 15 SP:Iteration 15Q (4833.028017 sec): 3 clusters Score: Raw -212805.834448 + Penalty 1498.712274 = -211307.122174 nChanged 8 SP:Iteration 16Q (4833.066897 sec): 3 clusters Score: Raw -212809.092673 + Penalty 1498.712274 = -211310.380399 nChanged 6 SP:Iteration 17Q (4833.118458 sec): 3 clusters Score: Raw -212811.168418 + Penalty 1498.712274 = -211312.456144 nChanged 8 SP:Iteration 18Q (4833.170803 sec): 3 clusters Score: Raw -212813.617409 + Penalty 1498.712274 = -211314.905135 nChanged 5 SP:Iteration 19Q (4833.234236 sec): 3 clusters Score: Raw -212815.341361 + Penalty 1498.712274 = -211316.629087 nChanged 6 SP:Iteration 20F (4833.275374 sec): 3 clusters Score: Raw -212817.197188 + Penalty 1498.712274 = -211318.484914 nChanged 6 SP:Iteration 21Q (4833.338184 sec): 3 clusters Score: Raw -212818.773939 + Penalty 1498.712274 = -211320.061665 nChanged 3 SP:Iteration 22Q (4833.380671 sec): 3 clusters Score: Raw -212819.545710 + Penalty 1498.712274 = -211320.833436 nChanged 3 SP:Iteration 23Q (4833.432531 sec): 3 clusters Score: Raw -212820.568981 + Penalty 1498.712274 = -211321.856707 nChanged 4 SP:Iteration 24Q (4833.485185 sec): 3 clusters Score: Raw -212821.886696 + Penalty 1498.712274 = -211323.174422 nChanged 5 SP:Iteration 25Q (4833.536922 sec): 3 clusters Score: Raw -212823.461297 + Penalty 1498.712274 = -211324.749024 nChanged 2 SP:Iteration 26Q (4833.588862 sec): 3 clusters Score: Raw -212824.414661 + Penalty 1498.712274 = -211325.702387 nChanged 2 SP:Iteration 27Q (4833.640028 sec): 3 clusters Score: Raw -212825.137235 + Penalty 1498.712274 = -211326.424961 nChanged 3 SP:Iteration 28Q (4833.695281 sec): 3 clusters Score: Raw -212825.901873 + Penalty 1498.712274 = -211327.189599 nChanged 0 SP:Iteration 29F (4833.746411 sec): 3 clusters Score: Raw -212825.901873 + Penalty 1498.712274 = -211327.189599 nChanged 0 Trying to split cluster 36 (1865 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4833.777100 sec): 2 clusters Score: Raw -163973.328622 + Penalty 715.446552 = -163257.882070 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4833.828836 sec): 3 clusters Score: Raw -163074.863920 + Penalty 1430.893103 = -161643.970817 nChanged 742 SP:Iteration 1F (4833.866251 sec): 3 clusters Score: Raw -163541.117531 + Penalty 1430.893103 = -162110.224428 nChanged 173 SP:Iteration 2F (4833.930179 sec): 3 clusters Score: Raw -163643.071774 + Penalty 1430.893103 = -162212.178671 nChanged 83 SP:Iteration 3Q (4833.978560 sec): 3 clusters Score: Raw -163693.244424 + Penalty 1430.893103 = -162262.351321 nChanged 65 SP:Iteration 4Q (4834.019190 sec): 3 clusters Score: Raw -163733.533091 + Penalty 1430.893103 = -162302.639988 nChanged 67 SP:Iteration 5Q (4834.075185 sec): 3 clusters Score: Raw -163768.460080 + Penalty 1430.893103 = -162337.566977 nChanged 44 SP:Iteration 6Q (4834.114593 sec): 3 clusters Score: Raw -163791.729250 + Penalty 1430.893103 = -162360.836147 nChanged 46 SP:Iteration 7Q (4834.175650 sec): 3 clusters Score: Raw -163823.227364 + Penalty 1430.893103 = -162392.334261 nChanged 52 SP:Iteration 8Q (4834.223014 sec): 3 clusters Score: Raw -163858.033337 + Penalty 1430.893103 = -162427.140233 nChanged 57 SP:Iteration 9Q (4834.275828 sec): 3 clusters Score: Raw -163894.541887 + Penalty 1430.893103 = -162463.648784 nChanged 47 SP:Iteration 10Q (4834.314326 sec): 3 clusters Score: Raw -163920.232345 + Penalty 1430.893103 = -162489.339242 nChanged 49 SP:Iteration 11Q (4834.361859 sec): 3 clusters Score: Raw -163948.125171 + Penalty 1430.893103 = -162517.232068 nChanged 39 SP:Iteration 12Q (4834.409081 sec): 3 clusters Score: Raw -163965.154048 + Penalty 1430.893103 = -162534.260945 nChanged 32 SP:Iteration 13Q (4834.462285 sec): 3 clusters Score: Raw -163976.759910 + Penalty 1430.893103 = -162545.866806 nChanged 31 SP:Iteration 14Q (4834.494219 sec): 3 clusters Score: Raw -163996.882162 + Penalty 1430.893103 = -162565.989059 nChanged 36 SP:Iteration 15Q (4834.548362 sec): 3 clusters Score: Raw -164016.038032 + Penalty 1430.893103 = -162585.144928 nChanged 25 SP:Iteration 16Q (4834.596911 sec): 3 clusters Score: Raw -164028.870896 + Penalty 1430.893103 = -162597.977793 nChanged 19 SP:Iteration 17Q (4834.651976 sec): 3 clusters Score: Raw -164038.129529 + Penalty 1430.893103 = -162607.236426 nChanged 10 SP:Iteration 18Q (4834.691239 sec): 3 clusters Score: Raw -164043.569858 + Penalty 1430.893103 = -162612.676755 nChanged 12 SP:Iteration 19Q (4834.742097 sec): 3 clusters Score: Raw -164048.601426 + Penalty 1430.893103 = -162617.708323 nChanged 10 SP:Iteration 20F (4834.806194 sec): 3 clusters Score: Raw -164052.656988 + Penalty 1430.893103 = -162621.763885 nChanged 8 SP:Iteration 21Q (4834.855554 sec): 3 clusters Score: Raw -164055.737981 + Penalty 1430.893103 = -162624.844878 nChanged 9 SP:Iteration 22Q (4834.902315 sec): 3 clusters Score: Raw -164059.321294 + Penalty 1430.893103 = -162628.428191 nChanged 10 SP:Iteration 23Q (4834.956099 sec): 3 clusters Score: Raw -164062.328259 + Penalty 1430.893103 = -162631.435156 nChanged 6 SP:Iteration 24Q (4835.007844 sec): 3 clusters Score: Raw -164064.570043 + Penalty 1430.893103 = -162633.676940 nChanged 8 SP:Iteration 25Q (4835.054740 sec): 3 clusters Score: Raw -164068.676259 + Penalty 1430.893103 = -162637.783156 nChanged 9 SP:Iteration 26Q (4835.105258 sec): 3 clusters Score: Raw -164073.313812 + Penalty 1430.893103 = -162642.420709 nChanged 10 SP:Iteration 27Q (4835.141993 sec): 3 clusters Score: Raw -164079.184079 + Penalty 1430.893103 = -162648.290976 nChanged 17 SP:Iteration 28Q (4835.192550 sec): 3 clusters Score: Raw -164089.270575 + Penalty 1430.893103 = -162658.377472 nChanged 13 SP:Iteration 29Q (4835.243112 sec): 3 clusters Score: Raw -164094.619689 + Penalty 1430.893103 = -162663.726585 nChanged 9 SP:Iteration 30Q (4835.293855 sec): 3 clusters Score: Raw -164098.044380 + Penalty 1430.893103 = -162667.151277 nChanged 4 SP:Iteration 31Q (4835.344300 sec): 3 clusters Score: Raw -164099.506804 + Penalty 1430.893103 = -162668.613701 nChanged 4 SP:Iteration 32Q (4835.387884 sec): 3 clusters Score: Raw -164100.461860 + Penalty 1430.893103 = -162669.568757 nChanged 3 SP:Iteration 33Q (4835.438369 sec): 3 clusters Score: Raw -164101.437883 + Penalty 1430.893103 = -162670.544780 nChanged 1 SP:Iteration 34Q (4835.500796 sec): 3 clusters Score: Raw -164101.669318 + Penalty 1430.893103 = -162670.776215 nChanged 1 SP:Iteration 35Q (4835.539564 sec): 3 clusters Score: Raw -164101.764223 + Penalty 1430.893103 = -162670.871120 nChanged 0 SP:Iteration 36F (4835.590296 sec): 3 clusters Score: Raw -164101.764223 + Penalty 1430.893103 = -162670.871120 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4835.615401 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4835.665116 sec): 3 clusters Score: Raw -69093.100995 + Penalty 1239.476838 = -67853.624157 nChanged 218 SP:Iteration 1F (4835.705405 sec): 3 clusters Score: Raw -69287.425162 + Penalty 1239.476838 = -68047.948324 nChanged 48 SP:Iteration 2F (4835.754963 sec): 3 clusters Score: Raw -69329.778517 + Penalty 1239.476838 = -68090.301679 nChanged 19 SP:Iteration 3Q (4835.801990 sec): 3 clusters Score: Raw -69350.114206 + Penalty 1239.476838 = -68110.637368 nChanged 15 SP:Iteration 4Q (4835.851513 sec): 3 clusters Score: Raw -69367.200596 + Penalty 1239.476838 = -68127.723757 nChanged 12 SP:Iteration 5Q (4835.901423 sec): 3 clusters Score: Raw -69378.595232 + Penalty 1239.476838 = -68139.118393 nChanged 8 SP:Iteration 6Q (4835.942822 sec): 3 clusters Score: Raw -69386.003411 + Penalty 1239.476838 = -68146.526573 nChanged 9 SP:Iteration 7Q (4835.992683 sec): 3 clusters Score: Raw -69394.585379 + Penalty 1239.476838 = -68155.108540 nChanged 7 SP:Iteration 8Q (4836.040494 sec): 3 clusters Score: Raw -69402.522989 + Penalty 1239.476838 = -68163.046151 nChanged 6 SP:Iteration 9Q (4836.087231 sec): 3 clusters Score: Raw -69412.678754 + Penalty 1239.476838 = -68173.201916 nChanged 10 SP:Iteration 10Q (4836.090769 sec): 3 clusters Score: Raw -69419.364673 + Penalty 1239.476838 = -68179.887835 nChanged 3 SP:Iteration 11Q (4836.093779 sec): 3 clusters Score: Raw -69421.847993 + Penalty 1239.476838 = -68182.371155 nChanged 4 SP:Iteration 12Q (4836.096759 sec): 3 clusters Score: Raw -69428.069834 + Penalty 1239.476838 = -68188.592995 nChanged 4 SP:Iteration 13Q (4836.099696 sec): 3 clusters Score: Raw -69431.189685 + Penalty 1239.476838 = -68191.712847 nChanged 4 SP:Iteration 14Q (4836.102688 sec): 3 clusters Score: Raw -69436.958171 + Penalty 1239.476838 = -68197.481333 nChanged 8 SP:Iteration 15Q (4836.105664 sec): 3 clusters Score: Raw -69443.006898 + Penalty 1239.476838 = -68203.530060 nChanged 2 SP:Iteration 16Q (4836.108604 sec): 3 clusters Score: Raw -69444.552181 + Penalty 1239.476838 = -68205.075343 nChanged 0 SP:Iteration 17F (4836.111545 sec): 3 clusters Score: Raw -69444.552181 + Penalty 1239.476838 = -68205.075343 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4836.139835 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4836.180478 sec): 3 clusters Score: Raw -223455.714239 + Penalty 1472.862013 = -221982.852225 nChanged 911 SP:Iteration 1F (4836.222951 sec): 3 clusters Score: Raw -223932.293962 + Penalty 1472.862013 = -222459.431948 nChanged 170 SP:Iteration 2F (4836.273970 sec): 3 clusters Score: Raw -224032.504410 + Penalty 1472.862013 = -222559.642397 nChanged 118 SP:Iteration 3F (4836.325925 sec): 3 clusters Score: Raw -224091.132028 + Penalty 1472.862013 = -222618.270015 nChanged 80 SP:Iteration 4Q (4836.377929 sec): 3 clusters Score: Raw -224132.049604 + Penalty 1472.862013 = -222659.187591 nChanged 59 SP:Iteration 5Q (4836.430082 sec): 3 clusters Score: Raw -224163.050953 + Penalty 1472.862013 = -222690.188940 nChanged 69 SP:Iteration 6Q (4836.482076 sec): 3 clusters Score: Raw -224205.568630 + Penalty 1472.862013 = -222732.706616 nChanged 74 SP:Iteration 7Q (4836.528931 sec): 3 clusters Score: Raw -224249.719872 + Penalty 1472.862013 = -222776.857859 nChanged 80 SP:Iteration 8Q (4836.569930 sec): 3 clusters Score: Raw -224297.680976 + Penalty 1472.862013 = -222824.818962 nChanged 66 SP:Iteration 9Q (4836.620618 sec): 3 clusters Score: Raw -224337.986206 + Penalty 1472.862013 = -222865.124193 nChanged 73 SP:Iteration 10Q (4836.671289 sec): 3 clusters Score: Raw -224387.252446 + Penalty 1472.862013 = -222914.390433 nChanged 71 SP:Iteration 11Q (4836.721870 sec): 3 clusters Score: Raw -224439.110655 + Penalty 1472.862013 = -222966.248641 nChanged 75 SP:Iteration 12Q (4836.772697 sec): 3 clusters Score: Raw -224482.273300 + Penalty 1472.862013 = -223009.411286 nChanged 67 SP:Iteration 13Q (4836.823414 sec): 3 clusters Score: Raw -224521.080359 + Penalty 1472.862013 = -223048.218346 nChanged 49 SP:Iteration 14Q (4836.874086 sec): 3 clusters Score: Raw -224546.582863 + Penalty 1472.862013 = -223073.720849 nChanged 53 SP:Iteration 15Q (4836.917269 sec): 3 clusters Score: Raw -224575.169966 + Penalty 1472.862013 = -223102.307953 nChanged 46 SP:Iteration 16Q (4836.967980 sec): 3 clusters Score: Raw -224600.895604 + Penalty 1472.862013 = -223128.033591 nChanged 32 SP:Iteration 17Q (4837.018547 sec): 3 clusters Score: Raw -224616.967467 + Penalty 1472.862013 = -223144.105454 nChanged 33 SP:Iteration 18Q (4837.059804 sec): 3 clusters Score: Raw -224630.642225 + Penalty 1472.862013 = -223157.780211 nChanged 29 SP:Iteration 19Q (4837.110432 sec): 3 clusters Score: Raw -224642.743472 + Penalty 1472.862013 = -223169.881458 nChanged 26 SP:Iteration 20F (4837.156853 sec): 3 clusters Score: Raw -224656.940336 + Penalty 1472.862013 = -223184.078323 nChanged 32 SP:Iteration 21Q (4837.207488 sec): 3 clusters Score: Raw -224674.351347 + Penalty 1472.862013 = -223201.489333 nChanged 30 SP:Iteration 22Q (4837.252864 sec): 3 clusters Score: Raw -224686.562717 + Penalty 1472.862013 = -223213.700703 nChanged 25 SP:Iteration 23Q (4837.303700 sec): 3 clusters Score: Raw -224699.862706 + Penalty 1472.862013 = -223227.000693 nChanged 30 SP:Iteration 24Q (4837.366395 sec): 3 clusters Score: Raw -224714.323703 + Penalty 1472.862013 = -223241.461690 nChanged 22 SP:Iteration 25Q (4837.404521 sec): 3 clusters Score: Raw -224721.470569 + Penalty 1472.862013 = -223248.608556 nChanged 22 SP:Iteration 26Q (4837.455300 sec): 3 clusters Score: Raw -224727.346983 + Penalty 1472.862013 = -223254.484970 nChanged 10 SP:Iteration 27Q (4837.506191 sec): 3 clusters Score: Raw -224731.641859 + Penalty 1472.862013 = -223258.779845 nChanged 8 SP:Iteration 28Q (4837.556718 sec): 3 clusters Score: Raw -224736.498206 + Penalty 1472.862013 = -223263.636193 nChanged 9 SP:Iteration 29Q (4837.607983 sec): 3 clusters Score: Raw -224738.760694 + Penalty 1472.862013 = -223265.898681 nChanged 9 SP:Iteration 30Q (4837.658708 sec): 3 clusters Score: Raw -224740.611947 + Penalty 1472.862013 = -223267.749934 nChanged 1 SP:Iteration 31Q (4837.710201 sec): 3 clusters Score: Raw -224740.690874 + Penalty 1472.862013 = -223267.828861 nChanged 0 SP:Iteration 32F (4837.755947 sec): 3 clusters Score: Raw -224740.690874 + Penalty 1472.862013 = -223267.828861 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4837.791790 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4837.853891 sec): 3 clusters Score: Raw -975115.466393 + Penalty 1754.303745 = -973361.162648 nChanged 4631 SP:Iteration 1F (4837.914990 sec): 3 clusters Score: Raw -977637.153127 + Penalty 1754.303745 = -975882.849382 nChanged 516 SP:Iteration 2F (4837.974980 sec): 3 clusters Score: Raw -977830.683937 + Penalty 1754.303745 = -976076.380192 nChanged 490 SP:Iteration 3Q (4838.035440 sec): 3 clusters Score: Raw -978020.599241 + Penalty 1754.303745 = -976266.295496 nChanged 462 SP:Iteration 4Q (4838.095785 sec): 3 clusters Score: Raw -978223.282600 + Penalty 1754.303745 = -976468.978855 nChanged 463 SP:Iteration 5Q (4838.156420 sec): 3 clusters Score: Raw -978441.885892 + Penalty 1754.303745 = -976687.582147 nChanged 474 SP:Iteration 6Q (4838.216914 sec): 3 clusters Score: Raw -978678.579326 + Penalty 1754.303745 = -976924.275581 nChanged 478 SP:Iteration 7Q (4838.276898 sec): 3 clusters Score: Raw -978918.642717 + Penalty 1754.303745 = -977164.338972 nChanged 441 SP:Iteration 8Q (4838.333937 sec): 3 clusters Score: Raw -979135.716754 + Penalty 1754.303745 = -977381.413009 nChanged 410 SP:Iteration 9Q (4838.365300 sec): 3 clusters Score: Raw -979333.354963 + Penalty 1754.303745 = -977579.051218 nChanged 362 SP:Iteration 10Q (4838.401694 sec): 3 clusters Score: Raw -979511.277439 + Penalty 1754.303745 = -977756.973694 nChanged 339 SP:Iteration 11Q (4838.462773 sec): 3 clusters Score: Raw -979689.158287 + Penalty 1754.303745 = -977934.854542 nChanged 290 SP:Iteration 12Q (4838.523289 sec): 3 clusters Score: Raw -979834.031626 + Penalty 1754.303745 = -978079.727881 nChanged 239 SP:Iteration 13Q (4838.562257 sec): 3 clusters Score: Raw -979935.532231 + Penalty 1754.303745 = -978181.228486 nChanged 201 SP:Iteration 14Q (4838.614330 sec): 3 clusters Score: Raw -980008.556139 + Penalty 1754.303745 = -978254.252394 nChanged 164 SP:Iteration 15Q (4838.673231 sec): 3 clusters Score: Raw -980053.912211 + Penalty 1754.303745 = -978299.608465 nChanged 128 SP:Iteration 16Q (4838.719601 sec): 3 clusters Score: Raw -980092.789216 + Penalty 1754.303745 = -978338.485471 nChanged 115 SP:Iteration 17Q (4838.778535 sec): 3 clusters Score: Raw -980123.440292 + Penalty 1754.303745 = -978369.136547 nChanged 99 SP:Iteration 18Q (4838.838360 sec): 3 clusters Score: Raw -980146.102225 + Penalty 1754.303745 = -978391.798480 nChanged 109 SP:Iteration 19Q (4838.897579 sec): 3 clusters Score: Raw -980178.528422 + Penalty 1754.303745 = -978424.224677 nChanged 114 SP:Iteration 20F (4838.962114 sec): 3 clusters Score: Raw -980212.089558 + Penalty 1754.303745 = -978457.785813 nChanged 115 SP:Iteration 21Q (4839.010392 sec): 3 clusters Score: Raw -980251.102542 + Penalty 1754.303745 = -978496.798796 nChanged 115 SP:Iteration 22Q (4839.070406 sec): 3 clusters Score: Raw -980284.568635 + Penalty 1754.303745 = -978530.264890 nChanged 113 SP:Iteration 23Q (4839.125930 sec): 3 clusters Score: Raw -980318.436875 + Penalty 1754.303745 = -978564.133130 nChanged 114 SP:Iteration 24Q (4839.176448 sec): 3 clusters Score: Raw -980352.732593 + Penalty 1754.303745 = -978598.428848 nChanged 93 SP:Iteration 25Q (4839.237147 sec): 3 clusters Score: Raw -980377.963584 + Penalty 1754.303745 = -978623.659839 nChanged 77 SP:Iteration 26Q (4839.294765 sec): 3 clusters Score: Raw -980396.062878 + Penalty 1754.303745 = -978641.759132 nChanged 74 SP:Iteration 27Q (4839.349302 sec): 3 clusters Score: Raw -980413.114381 + Penalty 1754.303745 = -978658.810636 nChanged 70 SP:Iteration 28Q (4839.402541 sec): 3 clusters Score: Raw -980427.745699 + Penalty 1754.303745 = -978673.441954 nChanged 55 SP:Iteration 29Q (4839.466290 sec): 3 clusters Score: Raw -980438.526411 + Penalty 1754.303745 = -978684.222666 nChanged 61 SP:Iteration 30Q (4839.514619 sec): 3 clusters Score: Raw -980450.449056 + Penalty 1754.303745 = -978696.145311 nChanged 58 SP:Iteration 31Q (4839.580617 sec): 3 clusters Score: Raw -980460.773127 + Penalty 1754.303745 = -978706.469381 nChanged 50 SP:Iteration 32Q (4839.631095 sec): 3 clusters Score: Raw -980470.393126 + Penalty 1754.303745 = -978716.089381 nChanged 59 SP:Iteration 33Q (4839.686570 sec): 3 clusters Score: Raw -980481.970923 + Penalty 1754.303745 = -978727.667177 nChanged 61 SP:Iteration 34Q (4839.748870 sec): 3 clusters Score: Raw -980493.177292 + Penalty 1754.303745 = -978738.873546 nChanged 56 SP:Iteration 35Q (4839.809432 sec): 3 clusters Score: Raw -980504.241502 + Penalty 1754.303745 = -978749.937757 nChanged 62 SP:Iteration 36Q (4839.865716 sec): 3 clusters Score: Raw -980516.957327 + Penalty 1754.303745 = -978762.653582 nChanged 60 SP:Iteration 37Q (4839.924272 sec): 3 clusters Score: Raw -980529.712454 + Penalty 1754.303745 = -978775.408709 nChanged 59 SP:Iteration 38Q (4839.975954 sec): 3 clusters Score: Raw -980541.407580 + Penalty 1754.303745 = -978787.103835 nChanged 55 SP:Iteration 39Q (4840.033566 sec): 3 clusters Score: Raw -980550.181756 + Penalty 1754.303745 = -978795.878010 nChanged 61 SP:Iteration 40F (4840.097055 sec): 3 clusters Score: Raw -980561.787848 + Penalty 1754.303745 = -978807.484103 nChanged 54 SP:Iteration 41Q (4840.156343 sec): 3 clusters Score: Raw -980571.465433 + Penalty 1754.303745 = -978817.161688 nChanged 50 SP:Iteration 42Q (4840.200412 sec): 3 clusters Score: Raw -980579.037680 + Penalty 1754.303745 = -978824.733935 nChanged 39 SP:Iteration 43Q (4840.259901 sec): 3 clusters Score: Raw -980585.972228 + Penalty 1754.303745 = -978831.668483 nChanged 42 SP:Iteration 44Q (4840.323603 sec): 3 clusters Score: Raw -980593.236861 + Penalty 1754.303745 = -978838.933116 nChanged 42 SP:Iteration 45Q (4840.372442 sec): 3 clusters Score: Raw -980600.818166 + Penalty 1754.303745 = -978846.514421 nChanged 51 SP:Iteration 46Q (4840.439066 sec): 3 clusters Score: Raw -980611.535119 + Penalty 1754.303745 = -978857.231373 nChanged 56 SP:Iteration 47Q (4840.501770 sec): 3 clusters Score: Raw -980626.908217 + Penalty 1754.303745 = -978872.604471 nChanged 74 SP:Iteration 48Q (4840.550041 sec): 3 clusters Score: Raw -980646.719003 + Penalty 1754.303745 = -978892.415258 nChanged 74 SP:Iteration 49Q (4840.616374 sec): 3 clusters Score: Raw -980664.793298 + Penalty 1754.303745 = -978910.489553 nChanged 78 SP:Iteration 50Q (4840.675649 sec): 3 clusters Score: Raw -980682.526332 + Penalty 1754.303745 = -978928.222587 nChanged 66 SP:Iteration 51Q (4840.723559 sec): 3 clusters Score: Raw -980700.046168 + Penalty 1754.303745 = -978945.742423 nChanged 72 SP:Iteration 52Q (4840.784505 sec): 3 clusters Score: Raw -980719.730487 + Penalty 1754.303745 = -978965.426742 nChanged 66 SP:Iteration 53Q (4840.851141 sec): 3 clusters Score: Raw -980740.159615 + Penalty 1754.303745 = -978985.855870 nChanged 72 SP:Iteration 54Q (4840.901222 sec): 3 clusters Score: Raw -980768.264940 + Penalty 1754.303745 = -979013.961195 nChanged 81 SP:Iteration 55Q (4840.969283 sec): 3 clusters Score: Raw -980798.657399 + Penalty 1754.303745 = -979044.353654 nChanged 77 SP:Iteration 56Q (4841.018099 sec): 3 clusters Score: Raw -980828.328668 + Penalty 1754.303745 = -979074.024923 nChanged 73 SP:Iteration 57Q (4841.078108 sec): 3 clusters Score: Raw -980853.686984 + Penalty 1754.303745 = -979099.383239 nChanged 53 SP:Iteration 58Q (4841.127112 sec): 3 clusters Score: Raw -980871.746244 + Penalty 1754.303745 = -979117.442498 nChanged 51 SP:Iteration 59Q (4841.187177 sec): 3 clusters Score: Raw -980891.686108 + Penalty 1754.303745 = -979137.382363 nChanged 52 SP:Iteration 60F (4841.259361 sec): 3 clusters Score: Raw -980910.297506 + Penalty 1754.303745 = -979155.993761 nChanged 51 SP:Iteration 61Q (4841.319227 sec): 3 clusters Score: Raw -980924.934785 + Penalty 1754.303745 = -979170.631040 nChanged 49 SP:Iteration 62Q (4841.368833 sec): 3 clusters Score: Raw -980941.546345 + Penalty 1754.303745 = -979187.242600 nChanged 51 SP:Iteration 63Q (4841.428689 sec): 3 clusters Score: Raw -980961.064792 + Penalty 1754.303745 = -979206.761047 nChanged 48 SP:Iteration 64Q (4841.498152 sec): 3 clusters Score: Raw -980974.582108 + Penalty 1754.303745 = -979220.278362 nChanged 29 SP:Iteration 65Q (4841.547512 sec): 3 clusters Score: Raw -980983.260365 + Penalty 1754.303745 = -979228.956620 nChanged 34 SP:Iteration 66Q (4841.617484 sec): 3 clusters Score: Raw -980993.841956 + Penalty 1754.303745 = -979239.538211 nChanged 35 SP:Iteration 67Q (4841.672001 sec): 3 clusters Score: Raw -981006.557961 + Penalty 1754.303745 = -979252.254215 nChanged 41 SP:Iteration 68Q (4841.724339 sec): 3 clusters Score: Raw -981020.177194 + Penalty 1754.303745 = -979265.873448 nChanged 29 SP:Iteration 69Q (4841.790664 sec): 3 clusters Score: Raw -981027.932771 + Penalty 1754.303745 = -979273.629026 nChanged 25 SP:Iteration 70Q (4841.838670 sec): 3 clusters Score: Raw -981033.834614 + Penalty 1754.303745 = -979279.530869 nChanged 15 SP:Iteration 71Q (4841.896047 sec): 3 clusters Score: Raw -981037.599579 + Penalty 1754.303745 = -979283.295834 nChanged 21 SP:Iteration 72Q (4841.965568 sec): 3 clusters Score: Raw -981044.795082 + Penalty 1754.303745 = -979290.491337 nChanged 26 SP:Iteration 73Q (4842.023542 sec): 3 clusters Score: Raw -981054.586953 + Penalty 1754.303745 = -979300.283208 nChanged 26 SP:Iteration 74Q (4842.072723 sec): 3 clusters Score: Raw -981062.471953 + Penalty 1754.303745 = -979308.168208 nChanged 21 SP:Iteration 75Q (4842.132246 sec): 3 clusters Score: Raw -981067.999843 + Penalty 1754.303745 = -979313.696098 nChanged 16 SP:Iteration 76Q (4842.181129 sec): 3 clusters Score: Raw -981071.567428 + Penalty 1754.303745 = -979317.263683 nChanged 13 SP:Iteration 77Q (4842.244064 sec): 3 clusters Score: Raw -981075.090744 + Penalty 1754.303745 = -979320.786999 nChanged 14 SP:Iteration 78Q (4842.289149 sec): 3 clusters Score: Raw -981079.157418 + Penalty 1754.303745 = -979324.853673 nChanged 14 SP:Iteration 79Q (4842.344094 sec): 3 clusters Score: Raw -981082.750885 + Penalty 1754.303745 = -979328.447140 nChanged 16 SP:Iteration 80F (4842.401725 sec): 3 clusters Score: Raw -981087.019289 + Penalty 1754.303745 = -979332.715544 nChanged 12 SP:Iteration 81Q (4842.458059 sec): 3 clusters Score: Raw -981091.247092 + Penalty 1754.303745 = -979336.943347 nChanged 15 SP:Iteration 82Q (4842.511415 sec): 3 clusters Score: Raw -981095.750843 + Penalty 1754.303745 = -979341.447097 nChanged 12 SP:Iteration 83Q (4842.565872 sec): 3 clusters Score: Raw -981100.002453 + Penalty 1754.303745 = -979345.698707 nChanged 13 SP:Iteration 84Q (4842.624855 sec): 3 clusters Score: Raw -981103.313752 + Penalty 1754.303745 = -979349.010006 nChanged 7 SP:Iteration 85Q (4842.673698 sec): 3 clusters Score: Raw -981104.679359 + Penalty 1754.303745 = -979350.375613 nChanged 7 SP:Iteration 86Q (4842.740983 sec): 3 clusters Score: Raw -981106.335257 + Penalty 1754.303745 = -979352.031512 nChanged 10 SP:Iteration 87Q (4842.793963 sec): 3 clusters Score: Raw -981108.807223 + Penalty 1754.303745 = -979354.503478 nChanged 12 SP:Iteration 88Q (4842.840367 sec): 3 clusters Score: Raw -981112.407257 + Penalty 1754.303745 = -979358.103512 nChanged 13 SP:Iteration 89Q (4842.899768 sec): 3 clusters Score: Raw -981115.237345 + Penalty 1754.303745 = -979360.933600 nChanged 7 SP:Iteration 90Q (4842.956071 sec): 3 clusters Score: Raw -981117.112138 + Penalty 1754.303745 = -979362.808393 nChanged 4 SP:Iteration 91Q (4843.013522 sec): 3 clusters Score: Raw -981117.885374 + Penalty 1754.303745 = -979363.581628 nChanged 3 SP:Iteration 92Q (4843.075567 sec): 3 clusters Score: Raw -981118.234467 + Penalty 1754.303745 = -979363.930722 nChanged 2 SP:Iteration 93Q (4843.115753 sec): 3 clusters Score: Raw -981118.690584 + Penalty 1754.303745 = -979364.386839 nChanged 4 SP:Iteration 94Q (4843.177333 sec): 3 clusters Score: Raw -981119.668307 + Penalty 1754.303745 = -979365.364562 nChanged 6 SP:Iteration 95Q (4843.227607 sec): 3 clusters Score: Raw -981121.070402 + Penalty 1754.303745 = -979366.766657 nChanged 7 SP:Iteration 96Q (4843.284682 sec): 3 clusters Score: Raw -981122.831679 + Penalty 1754.303745 = -979368.527933 nChanged 4 SP:Iteration 97Q (4843.334900 sec): 3 clusters Score: Raw -981123.785781 + Penalty 1754.303745 = -979369.482036 nChanged 6 SP:Iteration 98Q (4843.394024 sec): 3 clusters Score: Raw -981125.546439 + Penalty 1754.303745 = -979371.242694 nChanged 8 SP:Iteration 99Q (4843.459615 sec): 3 clusters Score: Raw -981127.904106 + Penalty 1754.303745 = -979373.600361 nChanged 9 SP:Iteration 100F (4843.513182 sec): 3 clusters Score: Raw -981130.333975 + Penalty 1754.303745 = -979376.030230 nChanged 7 SP:Iteration 101Q (4843.571580 sec): 3 clusters Score: Raw -981132.134311 + Penalty 1754.303745 = -979377.830566 nChanged 7 SP:Iteration 102Q (4843.625061 sec): 3 clusters Score: Raw -981133.305105 + Penalty 1754.303745 = -979379.001360 nChanged 4 SP:Iteration 103Q (4843.684639 sec): 3 clusters Score: Raw -981134.405310 + Penalty 1754.303745 = -979380.101565 nChanged 6 SP:Iteration 104Q (4843.705738 sec): 3 clusters Score: Raw -981135.869298 + Penalty 1754.303745 = -979381.565553 nChanged 8 SP:Iteration 105Q (4843.727799 sec): 3 clusters Score: Raw -981138.207761 + Penalty 1754.303745 = -979383.904016 nChanged 9 SP:Iteration 106Q (4843.775208 sec): 3 clusters Score: Raw -981142.610987 + Penalty 1754.303745 = -979388.307242 nChanged 17 SP:Iteration 107Q (4843.797413 sec): 3 clusters Score: Raw -981147.979339 + Penalty 1754.303745 = -979393.675594 nChanged 20 SP:Iteration 108Q (4843.819671 sec): 3 clusters Score: Raw -981158.297135 + Penalty 1754.303745 = -979403.993390 nChanged 21 SP:Iteration 109Q (4843.841985 sec): 3 clusters Score: Raw -981168.124505 + Penalty 1754.303745 = -979413.820760 nChanged 23 SP:Iteration 110Q (4843.864251 sec): 3 clusters Score: Raw -981180.416314 + Penalty 1754.303745 = -979426.112569 nChanged 30 SP:Iteration 111Q (4843.886526 sec): 3 clusters Score: Raw -981199.974890 + Penalty 1754.303745 = -979445.671145 nChanged 32 SP:Iteration 112Q (4843.908486 sec): 3 clusters Score: Raw -981217.650667 + Penalty 1754.303745 = -979463.346922 nChanged 26 SP:Iteration 113Q (4843.967707 sec): 3 clusters Score: Raw -981230.777425 + Penalty 1754.303745 = -979476.473680 nChanged 26 SP:Iteration 114Q (4844.035834 sec): 3 clusters Score: Raw -981248.843023 + Penalty 1754.303745 = -979494.539278 nChanged 32 SP:Iteration 115Q (4844.093414 sec): 3 clusters Score: Raw -981268.880086 + Penalty 1754.303745 = -979514.576341 nChanged 20 SP:Iteration 116Q (4844.151311 sec): 3 clusters Score: Raw -981279.047275 + Penalty 1754.303745 = -979524.743530 nChanged 21 SP:Iteration 117Q (4844.199978 sec): 3 clusters Score: Raw -981288.300351 + Penalty 1754.303745 = -979533.996605 nChanged 15 SP:Iteration 118Q (4844.258787 sec): 3 clusters Score: Raw -981294.080660 + Penalty 1754.303745 = -979539.776915 nChanged 16 SP:Iteration 119Q (4844.301063 sec): 3 clusters Score: Raw -981301.875538 + Penalty 1754.303745 = -979547.571792 nChanged 13 SP:Iteration 120F (4844.357247 sec): 3 clusters Score: Raw -981306.722674 + Penalty 1754.303745 = -979552.418929 nChanged 8 SP:Iteration 121Q (4844.412798 sec): 3 clusters Score: Raw -981309.558043 + Penalty 1754.303745 = -979555.254298 nChanged 7 SP:Iteration 122Q (4844.470807 sec): 3 clusters Score: Raw -981312.099308 + Penalty 1754.303745 = -979557.795563 nChanged 4 SP:Iteration 123Q (4844.539328 sec): 3 clusters Score: Raw -981313.023911 + Penalty 1754.303745 = -979558.720165 nChanged 2 SP:Iteration 124Q (4844.583582 sec): 3 clusters Score: Raw -981313.864946 + Penalty 1754.303745 = -979559.561200 nChanged 2 SP:Iteration 125Q (4844.633965 sec): 3 clusters Score: Raw -981314.220765 + Penalty 1754.303745 = -979559.917020 nChanged 2 SP:Iteration 126Q (4844.693498 sec): 3 clusters Score: Raw -981314.872361 + Penalty 1754.303745 = -979560.568616 nChanged 0 SP:Iteration 127F (4844.748729 sec): 3 clusters Score: Raw -981314.872361 + Penalty 1754.303745 = -979560.568616 nChanged 0 Trying to split cluster 40 (4158 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4844.775121 sec): 2 clusters Score: Raw -399448.244982 + Penalty 791.614999 = -398656.629982 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4844.828327 sec): 3 clusters Score: Raw -397219.256688 + Penalty 1583.229999 = -395636.026689 nChanged 1715 SP:Iteration 1F (4844.892702 sec): 3 clusters Score: Raw -398222.906092 + Penalty 1583.229999 = -396639.676093 nChanged 290 SP:Iteration 2F (4844.935050 sec): 3 clusters Score: Raw -398387.959383 + Penalty 1583.229999 = -396804.729384 nChanged 225 SP:Iteration 3F (4844.987732 sec): 3 clusters Score: Raw -398544.354449 + Penalty 1583.229999 = -396961.124450 nChanged 230 SP:Iteration 4F (4845.040380 sec): 3 clusters Score: Raw -398714.018948 + Penalty 1583.229999 = -397130.788949 nChanged 218 SP:Iteration 5F (4845.102717 sec): 3 clusters Score: Raw -398877.736613 + Penalty 1583.229999 = -397294.506614 nChanged 194 SP:Iteration 6Q (4845.146627 sec): 3 clusters Score: Raw -399021.140683 + Penalty 1583.229999 = -397437.910684 nChanged 178 SP:Iteration 7Q (4845.188998 sec): 3 clusters Score: Raw -399146.694882 + Penalty 1583.229999 = -397563.464883 nChanged 181 SP:Iteration 8Q (4845.233032 sec): 3 clusters Score: Raw -399260.779127 + Penalty 1583.229999 = -397677.549128 nChanged 135 SP:Iteration 9Q (4845.268507 sec): 3 clusters Score: Raw -399344.407495 + Penalty 1583.229999 = -397761.177496 nChanged 100 SP:Iteration 10Q (4845.322697 sec): 3 clusters Score: Raw -399390.729229 + Penalty 1583.229999 = -397807.499230 nChanged 68 SP:Iteration 11Q (4845.376675 sec): 3 clusters Score: Raw -399414.120864 + Penalty 1583.229999 = -397830.890865 nChanged 55 SP:Iteration 12Q (4845.441839 sec): 3 clusters Score: Raw -399430.647712 + Penalty 1583.229999 = -397847.417713 nChanged 37 SP:Iteration 13Q (4845.487986 sec): 3 clusters Score: Raw -399443.631878 + Penalty 1583.229999 = -397860.401879 nChanged 30 SP:Iteration 14Q (4845.539871 sec): 3 clusters Score: Raw -399454.842896 + Penalty 1583.229999 = -397871.612897 nChanged 22 SP:Iteration 15Q (4845.581452 sec): 3 clusters Score: Raw -399459.950512 + Penalty 1583.229999 = -397876.720513 nChanged 19 SP:Iteration 16Q (4845.633598 sec): 3 clusters Score: Raw -399465.122214 + Penalty 1583.229999 = -397881.892215 nChanged 10 SP:Iteration 17Q (4845.684484 sec): 3 clusters Score: Raw -399467.882935 + Penalty 1583.229999 = -397884.652936 nChanged 7 SP:Iteration 18Q (4845.736756 sec): 3 clusters Score: Raw -399468.794688 + Penalty 1583.229999 = -397885.564689 nChanged 4 SP:Iteration 19Q (4845.789072 sec): 3 clusters Score: Raw -399469.987629 + Penalty 1583.229999 = -397886.757630 nChanged 5 SP:Iteration 20F (4845.831751 sec): 3 clusters Score: Raw -399471.347471 + Penalty 1583.229999 = -397888.117472 nChanged 10 SP:Iteration 21Q (4845.880092 sec): 3 clusters Score: Raw -399473.559061 + Penalty 1583.229999 = -397890.329062 nChanged 13 SP:Iteration 22Q (4845.931676 sec): 3 clusters Score: Raw -399475.862746 + Penalty 1583.229999 = -397892.632747 nChanged 11 SP:Iteration 23Q (4845.990050 sec): 3 clusters Score: Raw -399477.425834 + Penalty 1583.229999 = -397894.195835 nChanged 5 SP:Iteration 24Q (4846.023816 sec): 3 clusters Score: Raw -399478.311886 + Penalty 1583.229999 = -397895.081887 nChanged 5 SP:Iteration 25Q (4846.076180 sec): 3 clusters Score: Raw -399479.107092 + Penalty 1583.229999 = -397895.877093 nChanged 5 SP:Iteration 26Q (4846.119590 sec): 3 clusters Score: Raw -399479.866789 + Penalty 1583.229999 = -397896.636790 nChanged 1 SP:Iteration 27Q (4846.171933 sec): 3 clusters Score: Raw -399480.126417 + Penalty 1583.229999 = -397896.896418 nChanged 3 SP:Iteration 28Q (4846.224227 sec): 3 clusters Score: Raw -399480.727368 + Penalty 1583.229999 = -397897.497369 nChanged 4 SP:Iteration 29Q (4846.276575 sec): 3 clusters Score: Raw -399481.260036 + Penalty 1583.229999 = -397898.030037 nChanged 5 SP:Iteration 30Q (4846.328686 sec): 3 clusters Score: Raw -399481.905206 + Penalty 1583.229999 = -397898.675207 nChanged 6 SP:Iteration 31Q (4846.370469 sec): 3 clusters Score: Raw -399482.603129 + Penalty 1583.229999 = -397899.373130 nChanged 3 SP:Iteration 32Q (4846.422550 sec): 3 clusters Score: Raw -399483.128556 + Penalty 1583.229999 = -397899.898557 nChanged 3 SP:Iteration 33Q (4846.474611 sec): 3 clusters Score: Raw -399483.728092 + Penalty 1583.229999 = -397900.498093 nChanged 3 SP:Iteration 34Q (4846.525807 sec): 3 clusters Score: Raw -399483.954451 + Penalty 1583.229999 = -397900.724452 nChanged 1 SP:Iteration 35Q (4846.577953 sec): 3 clusters Score: Raw -399484.048735 + Penalty 1583.229999 = -397900.818736 nChanged 3 SP:Iteration 36Q (4846.630044 sec): 3 clusters Score: Raw -399484.367832 + Penalty 1583.229999 = -397901.137833 nChanged 2 SP:Iteration 37Q (4846.679430 sec): 3 clusters Score: Raw -399484.463054 + Penalty 1583.229999 = -397901.233055 nChanged 1 SP:Iteration 38Q (4846.731555 sec): 3 clusters Score: Raw -399484.563354 + Penalty 1583.229999 = -397901.333355 nChanged 1 SP:Iteration 39Q (4846.777163 sec): 3 clusters Score: Raw -399484.593315 + Penalty 1583.229999 = -397901.363316 nChanged 0 SP:Iteration 40F (4846.829852 sec): 3 clusters Score: Raw -399484.593315 + Penalty 1583.229999 = -397901.363316 nChanged 0 Trying to split cluster 41 (7087 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4846.862554 sec): 2 clusters Score: Raw -672301.043255 + Penalty 842.271653 = -671458.771602 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4846.919594 sec): 3 clusters Score: Raw -668213.112908 + Penalty 1684.543306 = -666528.569602 nChanged 3106 SP:Iteration 1F (4846.975980 sec): 3 clusters Score: Raw -669950.920144 + Penalty 1684.543306 = -668266.376838 nChanged 511 SP:Iteration 2F (4847.032807 sec): 3 clusters Score: Raw -670209.190673 + Penalty 1684.543306 = -668524.647367 nChanged 430 SP:Iteration 3F (4847.087149 sec): 3 clusters Score: Raw -670404.602341 + Penalty 1684.543306 = -668720.059035 nChanged 382 SP:Iteration 4F (4847.149028 sec): 3 clusters Score: Raw -670572.294298 + Penalty 1684.543306 = -668887.750992 nChanged 339 SP:Iteration 5Q (4847.195927 sec): 3 clusters Score: Raw -670734.147642 + Penalty 1684.543306 = -669049.604336 nChanged 333 SP:Iteration 6Q (4847.252829 sec): 3 clusters Score: Raw -670883.010778 + Penalty 1684.543306 = -669198.467473 nChanged 275 SP:Iteration 7Q (4847.321400 sec): 3 clusters Score: Raw -671002.668471 + Penalty 1684.543306 = -669318.125165 nChanged 249 SP:Iteration 8Q (4847.368027 sec): 3 clusters Score: Raw -671115.838334 + Penalty 1684.543306 = -669431.295029 nChanged 255 SP:Iteration 9Q (4847.424652 sec): 3 clusters Score: Raw -671237.239634 + Penalty 1684.543306 = -669552.696328 nChanged 217 SP:Iteration 10Q (4847.481895 sec): 3 clusters Score: Raw -671361.944510 + Penalty 1684.543306 = -669677.401205 nChanged 215 SP:Iteration 11Q (4847.533387 sec): 3 clusters Score: Raw -671506.225876 + Penalty 1684.543306 = -669821.682571 nChanged 197 SP:Iteration 12Q (4847.584131 sec): 3 clusters Score: Raw -671642.498468 + Penalty 1684.543306 = -669957.955162 nChanged 170 SP:Iteration 13Q (4847.641248 sec): 3 clusters Score: Raw -671753.712805 + Penalty 1684.543306 = -670069.169499 nChanged 163 SP:Iteration 14Q (4847.687761 sec): 3 clusters Score: Raw -671861.235957 + Penalty 1684.543306 = -670176.692651 nChanged 143 SP:Iteration 15Q (4847.749346 sec): 3 clusters Score: Raw -671954.651525 + Penalty 1684.543306 = -670270.108219 nChanged 141 SP:Iteration 16Q (4847.795985 sec): 3 clusters Score: Raw -672035.672114 + Penalty 1684.543306 = -670351.128808 nChanged 105 SP:Iteration 17Q (4847.852783 sec): 3 clusters Score: Raw -672092.568724 + Penalty 1684.543306 = -670408.025418 nChanged 69 SP:Iteration 18Q (4847.902329 sec): 3 clusters Score: Raw -672121.658851 + Penalty 1684.543306 = -670437.115546 nChanged 62 SP:Iteration 19Q (4847.954313 sec): 3 clusters Score: Raw -672144.957474 + Penalty 1684.543306 = -670460.414168 nChanged 41 SP:Iteration 20F (4848.007038 sec): 3 clusters Score: Raw -672157.054985 + Penalty 1684.543306 = -670472.511679 nChanged 35 SP:Iteration 21Q (4848.062923 sec): 3 clusters Score: Raw -672164.296700 + Penalty 1684.543306 = -670479.753394 nChanged 24 SP:Iteration 22Q (4848.114595 sec): 3 clusters Score: Raw -672170.154983 + Penalty 1684.543306 = -670485.611677 nChanged 22 SP:Iteration 23Q (4848.158189 sec): 3 clusters Score: Raw -672176.572518 + Penalty 1684.543306 = -670492.029212 nChanged 21 SP:Iteration 24Q (4848.220699 sec): 3 clusters Score: Raw -672181.993763 + Penalty 1684.543306 = -670497.450457 nChanged 19 SP:Iteration 25Q (4848.262938 sec): 3 clusters Score: Raw -672189.448412 + Penalty 1684.543306 = -670504.905107 nChanged 21 SP:Iteration 26Q (4848.315721 sec): 3 clusters Score: Raw -672199.733697 + Penalty 1684.543306 = -670515.190391 nChanged 22 SP:Iteration 27Q (4848.372643 sec): 3 clusters Score: Raw -672206.486754 + Penalty 1684.543306 = -670521.943449 nChanged 23 SP:Iteration 28Q (4848.427101 sec): 3 clusters Score: Raw -672212.527218 + Penalty 1684.543306 = -670527.983912 nChanged 15 SP:Iteration 29Q (4848.474202 sec): 3 clusters Score: Raw -672216.661898 + Penalty 1684.543306 = -670532.118593 nChanged 16 SP:Iteration 30Q (4848.531717 sec): 3 clusters Score: Raw -672221.058719 + Penalty 1684.543306 = -670536.515413 nChanged 21 SP:Iteration 31Q (4848.583060 sec): 3 clusters Score: Raw -672227.769324 + Penalty 1684.543306 = -670543.226019 nChanged 16 SP:Iteration 32Q (4848.646098 sec): 3 clusters Score: Raw -672232.811430 + Penalty 1684.543306 = -670548.268124 nChanged 21 SP:Iteration 33Q (4848.695610 sec): 3 clusters Score: Raw -672238.516692 + Penalty 1684.543306 = -670553.973387 nChanged 21 SP:Iteration 34Q (4848.749832 sec): 3 clusters Score: Raw -672244.884351 + Penalty 1684.543306 = -670560.341045 nChanged 25 SP:Iteration 35Q (4848.808572 sec): 3 clusters Score: Raw -672253.621536 + Penalty 1684.543306 = -670569.078230 nChanged 19 SP:Iteration 36Q (4848.851513 sec): 3 clusters Score: Raw -672259.270055 + Penalty 1684.543306 = -670574.726749 nChanged 14 SP:Iteration 37Q (4848.914961 sec): 3 clusters Score: Raw -672263.916174 + Penalty 1684.543306 = -670579.372868 nChanged 13 SP:Iteration 38Q (4848.970466 sec): 3 clusters Score: Raw -672267.964461 + Penalty 1684.543306 = -670583.421155 nChanged 14 SP:Iteration 39Q (4849.025155 sec): 3 clusters Score: Raw -672272.466424 + Penalty 1684.543306 = -670587.923118 nChanged 19 SP:Iteration 40F (4849.078495 sec): 3 clusters Score: Raw -672281.321962 + Penalty 1684.543306 = -670596.778657 nChanged 21 SP:Iteration 41Q (4849.129382 sec): 3 clusters Score: Raw -672290.469464 + Penalty 1684.543306 = -670605.926159 nChanged 17 SP:Iteration 42Q (4849.182839 sec): 3 clusters Score: Raw -672296.784027 + Penalty 1684.543306 = -670612.240721 nChanged 14 SP:Iteration 43Q (4849.233513 sec): 3 clusters Score: Raw -672301.158421 + Penalty 1684.543306 = -670616.615115 nChanged 16 SP:Iteration 44Q (4849.288931 sec): 3 clusters Score: Raw -672309.578061 + Penalty 1684.543306 = -670625.034755 nChanged 12 SP:Iteration 45Q (4849.341183 sec): 3 clusters Score: Raw -672314.355824 + Penalty 1684.543306 = -670629.812518 nChanged 6 SP:Iteration 46Q (4849.398652 sec): 3 clusters Score: Raw -672317.064882 + Penalty 1684.543306 = -670632.521576 nChanged 7 SP:Iteration 47Q (4849.443136 sec): 3 clusters Score: Raw -672319.232436 + Penalty 1684.543306 = -670634.689131 nChanged 9 SP:Iteration 48Q (4849.503246 sec): 3 clusters Score: Raw -672323.825518 + Penalty 1684.543306 = -670639.282212 nChanged 13 SP:Iteration 49Q (4849.558521 sec): 3 clusters Score: Raw -672329.568574 + Penalty 1684.543306 = -670645.025268 nChanged 10 SP:Iteration 50Q (4849.598574 sec): 3 clusters Score: Raw -672333.070668 + Penalty 1684.543306 = -670648.527362 nChanged 11 SP:Iteration 51Q (4849.660281 sec): 3 clusters Score: Raw -672339.925673 + Penalty 1684.543306 = -670655.382368 nChanged 10 SP:Iteration 52Q (4849.713111 sec): 3 clusters Score: Raw -672346.154677 + Penalty 1684.543306 = -670661.611371 nChanged 10 SP:Iteration 53Q (4849.763499 sec): 3 clusters Score: Raw -672349.175190 + Penalty 1684.543306 = -670664.631885 nChanged 3 SP:Iteration 54Q (4849.800260 sec): 3 clusters Score: Raw -672350.471741 + Penalty 1684.543306 = -670665.928436 nChanged 3 SP:Iteration 55Q (4849.846821 sec): 3 clusters Score: Raw -672351.624504 + Penalty 1684.543306 = -670667.081198 nChanged 6 SP:Iteration 56Q (4849.908690 sec): 3 clusters Score: Raw -672353.610138 + Penalty 1684.543306 = -670669.066833 nChanged 1 SP:Iteration 57Q (4849.959303 sec): 3 clusters Score: Raw -672353.735701 + Penalty 1684.543306 = -670669.192395 nChanged 1 SP:Iteration 58Q (4850.007542 sec): 3 clusters Score: Raw -672353.994523 + Penalty 1684.543306 = -670669.451218 nChanged 1 SP:Iteration 59Q (4850.057256 sec): 3 clusters Score: Raw -672354.240207 + Penalty 1684.543306 = -670669.696901 nChanged 2 SP:Iteration 60F (4850.108551 sec): 3 clusters Score: Raw -672355.295247 + Penalty 1684.543306 = -670670.751941 nChanged 4 SP:Iteration 61Q (4850.143351 sec): 3 clusters Score: Raw -672356.705579 + Penalty 1684.543306 = -670672.162273 nChanged 5 SP:Iteration 62Q (4850.202987 sec): 3 clusters Score: Raw -672357.746085 + Penalty 1684.543306 = -670673.202779 nChanged 5 SP:Iteration 63Q (4850.251198 sec): 3 clusters Score: Raw -672359.573109 + Penalty 1684.543306 = -670675.029804 nChanged 5 SP:Iteration 64Q (4850.312917 sec): 3 clusters Score: Raw -672361.525065 + Penalty 1684.543306 = -670676.981759 nChanged 4 SP:Iteration 65Q (4850.371596 sec): 3 clusters Score: Raw -672362.592471 + Penalty 1684.543306 = -670678.049165 nChanged 2 SP:Iteration 66Q (4850.416052 sec): 3 clusters Score: Raw -672364.451251 + Penalty 1684.543306 = -670679.907946 nChanged 3 SP:Iteration 67Q (4850.469123 sec): 3 clusters Score: Raw -672367.426791 + Penalty 1684.543306 = -670682.883485 nChanged 7 SP:Iteration 68Q (4850.523029 sec): 3 clusters Score: Raw -672371.535497 + Penalty 1684.543306 = -670686.992191 nChanged 7 SP:Iteration 69Q (4850.577498 sec): 3 clusters Score: Raw -672373.719948 + Penalty 1684.543306 = -670689.176642 nChanged 7 SP:Iteration 70Q (4850.631170 sec): 3 clusters Score: Raw -672376.435529 + Penalty 1684.543306 = -670691.892223 nChanged 6 SP:Iteration 71Q (4850.695334 sec): 3 clusters Score: Raw -672381.578968 + Penalty 1684.543306 = -670697.035662 nChanged 13 SP:Iteration 72Q (4850.746144 sec): 3 clusters Score: Raw -672392.394089 + Penalty 1684.543306 = -670707.850784 nChanged 10 SP:Iteration 73Q (4850.797565 sec): 3 clusters Score: Raw -672399.182201 + Penalty 1684.543306 = -670714.638895 nChanged 10 SP:Iteration 74Q (4850.841039 sec): 3 clusters Score: Raw -672405.068516 + Penalty 1684.543306 = -670720.525210 nChanged 10 SP:Iteration 75Q (4850.890339 sec): 3 clusters Score: Raw -672408.702999 + Penalty 1684.543306 = -670724.159693 nChanged 7 SP:Iteration 76Q (4850.939560 sec): 3 clusters Score: Raw -672411.533940 + Penalty 1684.543306 = -670726.990634 nChanged 3 SP:Iteration 77Q (4850.995757 sec): 3 clusters Score: Raw -672413.502869 + Penalty 1684.543306 = -670728.959563 nChanged 3 SP:Iteration 78Q (4851.038312 sec): 3 clusters Score: Raw -672415.192820 + Penalty 1684.543306 = -670730.649515 nChanged 1 SP:Iteration 79Q (4851.097296 sec): 3 clusters Score: Raw -672415.348580 + Penalty 1684.543306 = -670730.805275 nChanged 1 SP:Iteration 80F (4851.154358 sec): 3 clusters Score: Raw -672415.678577 + Penalty 1684.543306 = -670731.135272 nChanged 2 SP:Iteration 81Q (4851.185318 sec): 3 clusters Score: Raw -672416.604336 + Penalty 1684.543306 = -670732.061031 nChanged 0 SP:Iteration 82F (4851.233930 sec): 3 clusters Score: Raw -672416.604336 + Penalty 1684.543306 = -670732.061031 nChanged 0 Iteration 339Q (4860.872974 sec): 42 clusters Score: Raw -89568691.913487 + Penalty 53737.232514 = -89514954.680973 nChanged 64 Iteration 340F (4880.230722 sec): 42 clusters Score: Raw -89568693.051238 + Penalty 53737.232514 = -89514955.818724 nChanged 55 Iteration 341Q (4889.612088 sec): 42 clusters Score: Raw -89568694.970174 + Penalty 53737.232514 = -89514957.737660 nChanged 57 Iteration 342Q (4899.203856 sec): 42 clusters Score: Raw -89568696.596935 + Penalty 53737.232514 = -89514959.364421 nChanged 61 Iteration 343Q (4908.799230 sec): 42 clusters Score: Raw -89568698.078930 + Penalty 53737.232514 = -89514960.846416 nChanged 54 Iteration 344Q (4918.168975 sec): 42 clusters Score: Raw -89568698.873669 + Penalty 53737.232514 = -89514961.641155 nChanged 35 Iteration 345Q (4927.272193 sec): 42 clusters Score: Raw -89568699.342526 + Penalty 53737.232514 = -89514962.110012 nChanged 39 Iteration 346Q (4936.221691 sec): 42 clusters Score: Raw -89568699.746765 + Penalty 53737.232514 = -89514962.514251 nChanged 49 Iteration 347Q (4945.594012 sec): 42 clusters Score: Raw -89568700.217357 + Penalty 53737.232514 = -89514962.984843 nChanged 50 Iteration 348Q (4955.263899 sec): 42 clusters Score: Raw -89568700.696079 + Penalty 53737.232514 = -89514963.463565 nChanged 52 Iteration 349Q (4964.969349 sec): 42 clusters Score: Raw -89568701.182304 + Penalty 53737.232514 = -89514963.949790 nChanged 59 Iteration 350Q (4974.405511 sec): 42 clusters Score: Raw -89568701.801269 + Penalty 53737.232514 = -89514964.568755 nChanged 46 Iteration 351Q (4983.531457 sec): 42 clusters Score: Raw -89568702.145177 + Penalty 53737.232514 = -89514964.912663 nChanged 39 Iteration 352Q (4992.527525 sec): 42 clusters Score: Raw -89568702.498338 + Penalty 53737.232514 = -89514965.265824 nChanged 45 Iteration 353Q (5001.858353 sec): 42 clusters Score: Raw -89568702.852778 + Penalty 53737.232514 = -89514965.620264 nChanged 39 Iteration 354Q (5011.487460 sec): 42 clusters Score: Raw -89568703.210778 + Penalty 53737.232514 = -89514965.978264 nChanged 35 Iteration 355Q (5021.194809 sec): 42 clusters Score: Raw -89568703.482597 + Penalty 53737.232514 = -89514966.250083 nChanged 38 Iteration 356Q (5030.592788 sec): 42 clusters Score: Raw -89568703.849072 + Penalty 53737.232514 = -89514966.616558 nChanged 50 Iteration 357Q (5039.843720 sec): 42 clusters Score: Raw -89568704.332391 + Penalty 53737.232514 = -89514967.099877 nChanged 48 Iteration 358Q (5048.827420 sec): 42 clusters Score: Raw -89568704.755667 + Penalty 53737.232514 = -89514967.523153 nChanged 50 Iteration 359Q (5057.637906 sec): 42 clusters Score: Raw -89568705.283657 + Penalty 53737.232514 = -89514968.051143 nChanged 73 Iteration 360F (5077.125939 sec): 42 clusters Score: Raw -89568706.105836 + Penalty 53737.232514 = -89514968.873322 nChanged 70 Iteration 361Q (5086.615386 sec): 42 clusters Score: Raw -89568706.887426 + Penalty 53737.232514 = -89514969.654912 nChanged 72 Iteration 362Q (5095.662416 sec): 42 clusters Score: Raw -89568707.701267 + Penalty 53737.232514 = -89514970.468753 nChanged 63 Iteration 363Q (5104.670313 sec): 42 clusters Score: Raw -89568708.406364 + Penalty 53737.232514 = -89514971.173850 nChanged 58 Iteration 364Q (5113.916002 sec): 42 clusters Score: Raw -89568709.105904 + Penalty 53737.232514 = -89514971.873390 nChanged 53 Iteration 365Q (5123.528415 sec): 42 clusters Score: Raw -89568709.727209 + Penalty 53737.232514 = -89514972.494695 nChanged 61 Iteration 366Q (5133.092189 sec): 42 clusters Score: Raw -89568710.506279 + Penalty 53737.232514 = -89514973.273765 nChanged 59 Iteration 367Q (5142.696500 sec): 42 clusters Score: Raw -89568711.264983 + Penalty 53737.232514 = -89514974.032469 nChanged 53 Iteration 368Q (5152.198217 sec): 42 clusters Score: Raw -89568712.015756 + Penalty 53737.232514 = -89514974.783242 nChanged 61 Iteration 369Q (5161.477203 sec): 42 clusters Score: Raw -89568712.801030 + Penalty 53737.232514 = -89514975.568516 nChanged 59 Iteration 370Q (5170.426224 sec): 42 clusters Score: Raw -89568713.588759 + Penalty 53737.232514 = -89514976.356246 nChanged 63 Iteration 371Q (5179.685981 sec): 42 clusters Score: Raw -89568714.472009 + Penalty 53737.232514 = -89514977.239495 nChanged 73 Iteration 372Q (5189.275959 sec): 42 clusters Score: Raw -89568715.275438 + Penalty 53737.232514 = -89514978.042924 nChanged 67 Iteration 373Q (5198.884924 sec): 42 clusters Score: Raw -89568716.038289 + Penalty 53737.232514 = -89514978.805775 nChanged 59 Iteration 374Q (5208.445203 sec): 42 clusters Score: Raw -89568716.587503 + Penalty 53737.232514 = -89514979.354989 nChanged 57 Iteration 375Q (5217.989399 sec): 42 clusters Score: Raw -89568717.099803 + Penalty 53737.232514 = -89514979.867289 nChanged 57 Iteration 376Q (5227.095349 sec): 42 clusters Score: Raw -89568717.649069 + Penalty 53737.232514 = -89514980.416555 nChanged 46 Iteration 377Q (5236.195102 sec): 42 clusters Score: Raw -89568718.102472 + Penalty 53737.232514 = -89514980.869958 nChanged 50 Iteration 378Q (5245.536964 sec): 42 clusters Score: Raw -89568718.762815 + Penalty 53737.232514 = -89514981.530301 nChanged 41 Writing temp clu file Because OldScore, -89514980.869958, is greater than current (better) Score,-89514981.530301 Compute initial score before splitting: Score: Raw -89568718.762815 + Penalty 53737.232514 = -89514981.530301 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5245.841958 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5245.898577 sec): 3 clusters Score: Raw -95032.261811 + Penalty 1299.906941 = -93732.354871 nChanged 318 SP:Iteration 1F (5245.945481 sec): 3 clusters Score: Raw -95276.453131 + Penalty 1299.906941 = -93976.546191 nChanged 78 SP:Iteration 2F (5245.988951 sec): 3 clusters Score: Raw -95338.506558 + Penalty 1299.906941 = -94038.599617 nChanged 45 SP:Iteration 3Q (5246.030193 sec): 3 clusters Score: Raw -95369.585734 + Penalty 1299.906941 = -94069.678794 nChanged 29 SP:Iteration 4Q (5246.070248 sec): 3 clusters Score: Raw -95390.736534 + Penalty 1299.906941 = -94090.829593 nChanged 21 SP:Iteration 5Q (5246.119973 sec): 3 clusters Score: Raw -95409.376383 + Penalty 1299.906941 = -94109.469442 nChanged 24 SP:Iteration 6Q (5246.164689 sec): 3 clusters Score: Raw -95428.422425 + Penalty 1299.906941 = -94128.515484 nChanged 12 SP:Iteration 7Q (5246.208751 sec): 3 clusters Score: Raw -95435.425342 + Penalty 1299.906941 = -94135.518402 nChanged 4 SP:Iteration 8Q (5246.261215 sec): 3 clusters Score: Raw -95440.816030 + Penalty 1299.906941 = -94140.909089 nChanged 15 SP:Iteration 9Q (5246.302515 sec): 3 clusters Score: Raw -95451.251017 + Penalty 1299.906941 = -94151.344077 nChanged 7 SP:Iteration 10Q (5246.347244 sec): 3 clusters Score: Raw -95456.678131 + Penalty 1299.906941 = -94156.771191 nChanged 10 SP:Iteration 11Q (5246.384169 sec): 3 clusters Score: Raw -95463.482740 + Penalty 1299.906941 = -94163.575799 nChanged 6 SP:Iteration 12Q (5246.445877 sec): 3 clusters Score: Raw -95467.352721 + Penalty 1299.906941 = -94167.445781 nChanged 2 SP:Iteration 13Q (5246.489182 sec): 3 clusters Score: Raw -95468.635659 + Penalty 1299.906941 = -94168.728719 nChanged 3 SP:Iteration 14Q (5246.539642 sec): 3 clusters Score: Raw -95470.089244 + Penalty 1299.906941 = -94170.182303 nChanged 3 SP:Iteration 15Q (5246.581393 sec): 3 clusters Score: Raw -95472.618398 + Penalty 1299.906941 = -94172.711458 nChanged 6 SP:Iteration 16Q (5246.631799 sec): 3 clusters Score: Raw -95479.357510 + Penalty 1299.906941 = -94179.450569 nChanged 5 SP:Iteration 17Q (5246.682238 sec): 3 clusters Score: Raw -95482.140959 + Penalty 1299.906941 = -94182.234019 nChanged 3 SP:Iteration 18Q (5246.720354 sec): 3 clusters Score: Raw -95484.125335 + Penalty 1299.906941 = -94184.218394 nChanged 1 SP:Iteration 19Q (5246.770569 sec): 3 clusters Score: Raw -95484.653778 + Penalty 1299.906941 = -94184.746837 nChanged 3 SP:Iteration 20F (5246.814706 sec): 3 clusters Score: Raw -95486.229319 + Penalty 1299.906941 = -94186.322378 nChanged 3 SP:Iteration 21Q (5246.864369 sec): 3 clusters Score: Raw -95487.290986 + Penalty 1299.906941 = -94187.384045 nChanged 0 SP:Iteration 22F (5246.911039 sec): 3 clusters Score: Raw -95487.290986 + Penalty 1299.906941 = -94187.384045 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5246.952748 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5246.995305 sec): 3 clusters Score: Raw -388898.137280 + Penalty 1587.611508 = -387310.525772 nChanged 1787 SP:Iteration 1F (5247.041587 sec): 3 clusters Score: Raw -389985.404178 + Penalty 1587.611508 = -388397.792670 nChanged 321 SP:Iteration 2F (5247.095401 sec): 3 clusters Score: Raw -390168.740770 + Penalty 1587.611508 = -388581.129263 nChanged 236 SP:Iteration 3F (5247.138531 sec): 3 clusters Score: Raw -390310.194043 + Penalty 1587.611508 = -388722.582535 nChanged 201 SP:Iteration 4Q (5247.192120 sec): 3 clusters Score: Raw -390417.885474 + Penalty 1587.611508 = -388830.273966 nChanged 164 SP:Iteration 5Q (5247.247185 sec): 3 clusters Score: Raw -390507.087208 + Penalty 1587.611508 = -388919.475700 nChanged 134 SP:Iteration 6Q (5247.300970 sec): 3 clusters Score: Raw -390578.616064 + Penalty 1587.611508 = -388991.004557 nChanged 131 SP:Iteration 7Q (5247.353953 sec): 3 clusters Score: Raw -390653.828148 + Penalty 1587.611508 = -389066.216640 nChanged 132 SP:Iteration 8Q (5247.406928 sec): 3 clusters Score: Raw -390736.514430 + Penalty 1587.611508 = -389148.902922 nChanged 118 SP:Iteration 9Q (5247.455737 sec): 3 clusters Score: Raw -390797.279986 + Penalty 1587.611508 = -389209.668479 nChanged 93 SP:Iteration 10Q (5247.509918 sec): 3 clusters Score: Raw -390851.686076 + Penalty 1587.611508 = -389264.074568 nChanged 81 SP:Iteration 11Q (5247.564408 sec): 3 clusters Score: Raw -390898.868273 + Penalty 1587.611508 = -389311.256765 nChanged 75 SP:Iteration 12Q (5247.617811 sec): 3 clusters Score: Raw -390942.574649 + Penalty 1587.611508 = -389354.963141 nChanged 70 SP:Iteration 13Q (5247.659822 sec): 3 clusters Score: Raw -390975.827870 + Penalty 1587.611508 = -389388.216362 nChanged 69 SP:Iteration 14Q (5247.710520 sec): 3 clusters Score: Raw -391019.848096 + Penalty 1587.611508 = -389432.236588 nChanged 59 SP:Iteration 15Q (5247.751089 sec): 3 clusters Score: Raw -391051.954006 + Penalty 1587.611508 = -389464.342498 nChanged 42 SP:Iteration 16Q (5247.803212 sec): 3 clusters Score: Raw -391067.767342 + Penalty 1587.611508 = -389480.155834 nChanged 38 SP:Iteration 17Q (5247.848408 sec): 3 clusters Score: Raw -391081.688668 + Penalty 1587.611508 = -389494.077160 nChanged 39 SP:Iteration 18Q (5247.901340 sec): 3 clusters Score: Raw -391098.841296 + Penalty 1587.611508 = -389511.229788 nChanged 42 SP:Iteration 19Q (5247.942699 sec): 3 clusters Score: Raw -391113.242297 + Penalty 1587.611508 = -389525.630789 nChanged 35 SP:Iteration 20F (5247.995591 sec): 3 clusters Score: Raw -391123.148282 + Penalty 1587.611508 = -389535.536774 nChanged 27 SP:Iteration 21Q (5248.046100 sec): 3 clusters Score: Raw -391130.633297 + Penalty 1587.611508 = -389543.021789 nChanged 23 SP:Iteration 22Q (5248.098916 sec): 3 clusters Score: Raw -391138.146301 + Penalty 1587.611508 = -389550.534793 nChanged 27 SP:Iteration 23Q (5248.151678 sec): 3 clusters Score: Raw -391149.577534 + Penalty 1587.611508 = -389561.966026 nChanged 34 SP:Iteration 24Q (5248.192197 sec): 3 clusters Score: Raw -391160.785223 + Penalty 1587.611508 = -389573.173715 nChanged 25 SP:Iteration 25Q (5248.246212 sec): 3 clusters Score: Raw -391167.722649 + Penalty 1587.611508 = -389580.111141 nChanged 24 SP:Iteration 26Q (5248.299263 sec): 3 clusters Score: Raw -391176.547251 + Penalty 1587.611508 = -389588.935744 nChanged 29 SP:Iteration 27Q (5248.353326 sec): 3 clusters Score: Raw -391188.494449 + Penalty 1587.611508 = -389600.882942 nChanged 29 SP:Iteration 28Q (5248.401801 sec): 3 clusters Score: Raw -391198.831808 + Penalty 1587.611508 = -389611.220300 nChanged 26 SP:Iteration 29Q (5248.454601 sec): 3 clusters Score: Raw -391205.780764 + Penalty 1587.611508 = -389618.169256 nChanged 24 SP:Iteration 30Q (5248.508078 sec): 3 clusters Score: Raw -391213.130668 + Penalty 1587.611508 = -389625.519160 nChanged 24 SP:Iteration 31Q (5248.560341 sec): 3 clusters Score: Raw -391223.238938 + Penalty 1587.611508 = -389635.627430 nChanged 28 SP:Iteration 32Q (5248.612775 sec): 3 clusters Score: Raw -391235.273040 + Penalty 1587.611508 = -389647.661533 nChanged 25 SP:Iteration 33Q (5248.663150 sec): 3 clusters Score: Raw -391246.429117 + Penalty 1587.611508 = -389658.817609 nChanged 28 SP:Iteration 34Q (5248.715213 sec): 3 clusters Score: Raw -391257.335890 + Penalty 1587.611508 = -389669.724382 nChanged 29 SP:Iteration 35Q (5248.767460 sec): 3 clusters Score: Raw -391267.720185 + Penalty 1587.611508 = -389680.108677 nChanged 21 SP:Iteration 36Q (5248.819498 sec): 3 clusters Score: Raw -391274.171335 + Penalty 1587.611508 = -389686.559827 nChanged 15 SP:Iteration 37Q (5248.871650 sec): 3 clusters Score: Raw -391279.187112 + Penalty 1587.611508 = -389691.575604 nChanged 11 SP:Iteration 38Q (5248.922355 sec): 3 clusters Score: Raw -391281.855088 + Penalty 1587.611508 = -389694.243580 nChanged 13 SP:Iteration 39Q (5248.980759 sec): 3 clusters Score: Raw -391285.822216 + Penalty 1587.611508 = -389698.210708 nChanged 13 SP:Iteration 40F (5249.039580 sec): 3 clusters Score: Raw -391290.208736 + Penalty 1587.611508 = -389702.597228 nChanged 7 SP:Iteration 41Q (5249.080833 sec): 3 clusters Score: Raw -391292.297333 + Penalty 1587.611508 = -389704.685826 nChanged 3 SP:Iteration 42Q (5249.122138 sec): 3 clusters Score: Raw -391293.117980 + Penalty 1587.611508 = -389705.506472 nChanged 1 SP:Iteration 43Q (5249.174306 sec): 3 clusters Score: Raw -391293.514912 + Penalty 1587.611508 = -389705.903404 nChanged 2 SP:Iteration 44Q (5249.226354 sec): 3 clusters Score: Raw -391293.768400 + Penalty 1587.611508 = -389706.156892 nChanged 1 SP:Iteration 45Q (5249.278597 sec): 3 clusters Score: Raw -391293.961378 + Penalty 1587.611508 = -389706.349870 nChanged 0 SP:Iteration 46F (5249.327196 sec): 3 clusters Score: Raw -391293.961378 + Penalty 1587.611508 = -389706.349870 nChanged 0 Trying to split cluster 3 (49330 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5249.404785 sec): 2 clusters Score: Raw -4383319.958783 + Penalty 1026.597331 = -4382293.361452 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5249.509009 sec): 3 clusters Score: Raw -4351482.087194 + Penalty 2053.194662 = -4349428.892532 nChanged 23481 SP:Iteration 1F (5249.610997 sec): 3 clusters Score: Raw -4365368.559156 + Penalty 2053.194662 = -4363315.364494 nChanged 2080 SP:Iteration 2Q (5249.705553 sec): 3 clusters Score: Raw -4366005.840398 + Penalty 2053.194662 = -4363952.645736 nChanged 2025 SP:Iteration 3Q (5249.823604 sec): 3 clusters Score: Raw -4366641.703840 + Penalty 2053.194662 = -4364588.509178 nChanged 2063 SP:Iteration 4Q (5249.934342 sec): 3 clusters Score: Raw -4367298.075845 + Penalty 2053.194662 = -4365244.881183 nChanged 2048 SP:Iteration 5Q (5250.048725 sec): 3 clusters Score: Raw -4368052.066241 + Penalty 2053.194662 = -4365998.871579 nChanged 2231 SP:Iteration 6Q (5250.167753 sec): 3 clusters Score: Raw -4369048.518566 + Penalty 2053.194662 = -4366995.323904 nChanged 2455 SP:Iteration 7Q (5250.278971 sec): 3 clusters Score: Raw -4370383.196078 + Penalty 2053.194662 = -4368330.001416 nChanged 2679 SP:Iteration 8F (5250.398912 sec): 3 clusters Score: Raw -4372091.000709 + Penalty 2053.194662 = -4370037.806047 nChanged 2830 SP:Iteration 9F (5250.505644 sec): 3 clusters Score: Raw -4374007.640685 + Penalty 2053.194662 = -4371954.446023 nChanged 2531 SP:Iteration 10F (5250.595667 sec): 3 clusters Score: Raw -4375522.406791 + Penalty 2053.194662 = -4373469.212129 nChanged 1944 SP:Iteration 11Q (5250.700553 sec): 3 clusters Score: Raw -4376424.740011 + Penalty 2053.194662 = -4374371.545349 nChanged 1443 SP:Iteration 12Q (5250.824254 sec): 3 clusters Score: Raw -4376954.911835 + Penalty 2053.194662 = -4374901.717173 nChanged 1055 SP:Iteration 13Q (5250.924835 sec): 3 clusters Score: Raw -4377318.467943 + Penalty 2053.194662 = -4375265.273281 nChanged 897 SP:Iteration 14Q (5251.049269 sec): 3 clusters Score: Raw -4377653.611657 + Penalty 2053.194662 = -4375600.416996 nChanged 907 SP:Iteration 15Q (5251.151362 sec): 3 clusters Score: Raw -4378022.131406 + Penalty 2053.194662 = -4375968.936744 nChanged 950 SP:Iteration 16Q (5251.273184 sec): 3 clusters Score: Raw -4378439.154411 + Penalty 2053.194662 = -4376385.959749 nChanged 978 SP:Iteration 17Q (5251.375491 sec): 3 clusters Score: Raw -4378909.858922 + Penalty 2053.194662 = -4376856.664260 nChanged 1013 SP:Iteration 18Q (5251.491712 sec): 3 clusters Score: Raw -4379472.040709 + Penalty 2053.194662 = -4377418.846048 nChanged 1021 SP:Iteration 19Q (5251.609426 sec): 3 clusters Score: Raw -4380048.588484 + Penalty 2053.194662 = -4377995.393822 nChanged 975 SP:Iteration 20F (5251.718501 sec): 3 clusters Score: Raw -4380535.352506 + Penalty 2053.194662 = -4378482.157844 nChanged 835 SP:Iteration 21Q (5251.823949 sec): 3 clusters Score: Raw -4380889.085665 + Penalty 2053.194662 = -4378835.891003 nChanged 720 SP:Iteration 22Q (5251.936780 sec): 3 clusters Score: Raw -4381174.944590 + Penalty 2053.194662 = -4379121.749929 nChanged 654 SP:Iteration 23Q (5252.047078 sec): 3 clusters Score: Raw -4381397.644960 + Penalty 2053.194662 = -4379344.450298 nChanged 549 SP:Iteration 24Q (5252.153552 sec): 3 clusters Score: Raw -4381543.283275 + Penalty 2053.194662 = -4379490.088613 nChanged 440 SP:Iteration 25Q (5252.256173 sec): 3 clusters Score: Raw -4381648.487030 + Penalty 2053.194662 = -4379595.292368 nChanged 369 SP:Iteration 26Q (5252.355376 sec): 3 clusters Score: Raw -4381727.132970 + Penalty 2053.194662 = -4379673.938309 nChanged 324 SP:Iteration 27Q (5252.460877 sec): 3 clusters Score: Raw -4381793.766984 + Penalty 2053.194662 = -4379740.572322 nChanged 303 SP:Iteration 28Q (5252.574808 sec): 3 clusters Score: Raw -4381842.936406 + Penalty 2053.194662 = -4379789.741744 nChanged 261 SP:Iteration 29Q (5252.667422 sec): 3 clusters Score: Raw -4381876.860097 + Penalty 2053.194662 = -4379823.665435 nChanged 222 SP:Iteration 30Q (5252.782824 sec): 3 clusters Score: Raw -4381904.544144 + Penalty 2053.194662 = -4379851.349483 nChanged 213 SP:Iteration 31Q (5252.854925 sec): 3 clusters Score: Raw -4381931.846392 + Penalty 2053.194662 = -4379878.651730 nChanged 201 SP:Iteration 32Q (5252.927036 sec): 3 clusters Score: Raw -4381956.375816 + Penalty 2053.194662 = -4379903.181154 nChanged 195 SP:Iteration 33Q (5252.999187 sec): 3 clusters Score: Raw -4381978.536529 + Penalty 2053.194662 = -4379925.341867 nChanged 168 SP:Iteration 34Q (5253.071000 sec): 3 clusters Score: Raw -4381995.698371 + Penalty 2053.194662 = -4379942.503710 nChanged 171 SP:Iteration 35Q (5253.142056 sec): 3 clusters Score: Raw -4382012.767862 + Penalty 2053.194662 = -4379959.573200 nChanged 154 SP:Iteration 36Q (5253.212269 sec): 3 clusters Score: Raw -4382025.761174 + Penalty 2053.194662 = -4379972.566512 nChanged 137 SP:Iteration 37Q (5253.283707 sec): 3 clusters Score: Raw -4382037.109062 + Penalty 2053.194662 = -4379983.914400 nChanged 134 SP:Iteration 38Q (5253.389331 sec): 3 clusters Score: Raw -4382048.931177 + Penalty 2053.194662 = -4379995.736515 nChanged 149 SP:Iteration 39Q (5253.495663 sec): 3 clusters Score: Raw -4382062.452706 + Penalty 2053.194662 = -4380009.258044 nChanged 143 SP:Iteration 40F (5253.606958 sec): 3 clusters Score: Raw -4382076.507509 + Penalty 2053.194662 = -4380023.312847 nChanged 149 SP:Iteration 41Q (5253.718291 sec): 3 clusters Score: Raw -4382092.209094 + Penalty 2053.194662 = -4380039.014432 nChanged 146 SP:Iteration 42Q (5253.822452 sec): 3 clusters Score: Raw -4382104.224572 + Penalty 2053.194662 = -4380051.029911 nChanged 121 SP:Iteration 43Q (5253.931266 sec): 3 clusters Score: Raw -4382113.634179 + Penalty 2053.194662 = -4380060.439517 nChanged 128 SP:Iteration 44Q (5254.040013 sec): 3 clusters Score: Raw -4382124.001338 + Penalty 2053.194662 = -4380070.806676 nChanged 117 SP:Iteration 45Q (5254.134215 sec): 3 clusters Score: Raw -4382134.356423 + Penalty 2053.194662 = -4380081.161761 nChanged 127 SP:Iteration 46Q (5254.236048 sec): 3 clusters Score: Raw -4382146.869175 + Penalty 2053.194662 = -4380093.674513 nChanged 126 SP:Iteration 47Q (5254.326633 sec): 3 clusters Score: Raw -4382160.461563 + Penalty 2053.194662 = -4380107.266901 nChanged 132 SP:Iteration 48Q (5254.437248 sec): 3 clusters Score: Raw -4382174.447104 + Penalty 2053.194662 = -4380121.252442 nChanged 131 SP:Iteration 49Q (5254.536100 sec): 3 clusters Score: Raw -4382187.469127 + Penalty 2053.194662 = -4380134.274465 nChanged 129 SP:Iteration 50Q (5254.639038 sec): 3 clusters Score: Raw -4382200.793305 + Penalty 2053.194662 = -4380147.598643 nChanged 134 SP:Iteration 51Q (5254.754554 sec): 3 clusters Score: Raw -4382214.284590 + Penalty 2053.194662 = -4380161.089929 nChanged 115 SP:Iteration 52Q (5254.859504 sec): 3 clusters Score: Raw -4382226.963610 + Penalty 2053.194662 = -4380173.768948 nChanged 124 SP:Iteration 53Q (5254.954167 sec): 3 clusters Score: Raw -4382238.604352 + Penalty 2053.194662 = -4380185.409690 nChanged 112 SP:Iteration 54Q (5255.069999 sec): 3 clusters Score: Raw -4382248.551831 + Penalty 2053.194662 = -4380195.357169 nChanged 110 SP:Iteration 55Q (5255.154913 sec): 3 clusters Score: Raw -4382259.477418 + Penalty 2053.194662 = -4380206.282756 nChanged 135 SP:Iteration 56Q (5255.263318 sec): 3 clusters Score: Raw -4382274.988099 + Penalty 2053.194662 = -4380221.793437 nChanged 118 SP:Iteration 57Q (5255.357452 sec): 3 clusters Score: Raw -4382287.516188 + Penalty 2053.194662 = -4380234.321526 nChanged 125 SP:Iteration 58Q (5255.454937 sec): 3 clusters Score: Raw -4382300.899047 + Penalty 2053.194662 = -4380247.704385 nChanged 128 SP:Iteration 59Q (5255.556095 sec): 3 clusters Score: Raw -4382315.623141 + Penalty 2053.194662 = -4380262.428479 nChanged 124 SP:Iteration 60F (5255.663230 sec): 3 clusters Score: Raw -4382328.279180 + Penalty 2053.194662 = -4380275.084518 nChanged 105 SP:Iteration 61Q (5255.757261 sec): 3 clusters Score: Raw -4382338.919797 + Penalty 2053.194662 = -4380285.725135 nChanged 91 SP:Iteration 62Q (5255.869781 sec): 3 clusters Score: Raw -4382347.747531 + Penalty 2053.194662 = -4380294.552869 nChanged 85 SP:Iteration 63Q (5255.973329 sec): 3 clusters Score: Raw -4382355.121437 + Penalty 2053.194662 = -4380301.926775 nChanged 83 SP:Iteration 64Q (5256.065635 sec): 3 clusters Score: Raw -4382361.942225 + Penalty 2053.194662 = -4380308.747563 nChanged 84 SP:Iteration 65Q (5256.167284 sec): 3 clusters Score: Raw -4382369.384961 + Penalty 2053.194662 = -4380316.190299 nChanged 86 SP:Iteration 66Q (5256.269352 sec): 3 clusters Score: Raw -4382376.768400 + Penalty 2053.194662 = -4380323.573738 nChanged 90 SP:Iteration 67Q (5256.370596 sec): 3 clusters Score: Raw -4382384.490672 + Penalty 2053.194662 = -4380331.296010 nChanged 94 SP:Iteration 68Q (5256.470925 sec): 3 clusters Score: Raw -4382392.966222 + Penalty 2053.194662 = -4380339.771560 nChanged 99 SP:Iteration 69Q (5256.572415 sec): 3 clusters Score: Raw -4382402.716090 + Penalty 2053.194662 = -4380349.521428 nChanged 99 SP:Iteration 70Q (5256.673338 sec): 3 clusters Score: Raw -4382412.606289 + Penalty 2053.194662 = -4380359.411627 nChanged 96 SP:Iteration 71Q (5256.774388 sec): 3 clusters Score: Raw -4382420.699768 + Penalty 2053.194662 = -4380367.505106 nChanged 94 SP:Iteration 72Q (5256.875759 sec): 3 clusters Score: Raw -4382428.765246 + Penalty 2053.194662 = -4380375.570584 nChanged 90 SP:Iteration 73Q (5256.977021 sec): 3 clusters Score: Raw -4382436.591303 + Penalty 2053.194662 = -4380383.396641 nChanged 96 SP:Iteration 74Q (5257.070574 sec): 3 clusters Score: Raw -4382446.332238 + Penalty 2053.194662 = -4380393.137576 nChanged 102 SP:Iteration 75Q (5257.162838 sec): 3 clusters Score: Raw -4382457.458982 + Penalty 2053.194662 = -4380404.264320 nChanged 115 SP:Iteration 76Q (5257.266274 sec): 3 clusters Score: Raw -4382469.557446 + Penalty 2053.194662 = -4380416.362784 nChanged 96 SP:Iteration 77Q (5257.371694 sec): 3 clusters Score: Raw -4382478.334796 + Penalty 2053.194662 = -4380425.140135 nChanged 82 SP:Iteration 78Q (5257.477658 sec): 3 clusters Score: Raw -4382486.092288 + Penalty 2053.194662 = -4380432.897626 nChanged 92 SP:Iteration 79Q (5257.578684 sec): 3 clusters Score: Raw -4382496.398289 + Penalty 2053.194662 = -4380443.203627 nChanged 107 SP:Iteration 80F (5257.685203 sec): 3 clusters Score: Raw -4382508.226274 + Penalty 2053.194662 = -4380455.031612 nChanged 114 SP:Iteration 81Q (5257.805257 sec): 3 clusters Score: Raw -4382520.551773 + Penalty 2053.194662 = -4380467.357111 nChanged 108 SP:Iteration 82Q (5257.908837 sec): 3 clusters Score: Raw -4382533.221829 + Penalty 2053.194662 = -4380480.027167 nChanged 99 SP:Iteration 83Q (5258.016005 sec): 3 clusters Score: Raw -4382543.311313 + Penalty 2053.194662 = -4380490.116651 nChanged 89 SP:Iteration 84Q (5258.115399 sec): 3 clusters Score: Raw -4382551.906637 + Penalty 2053.194662 = -4380498.711975 nChanged 91 SP:Iteration 85Q (5258.219565 sec): 3 clusters Score: Raw -4382560.475987 + Penalty 2053.194662 = -4380507.281325 nChanged 79 SP:Iteration 86Q (5258.339149 sec): 3 clusters Score: Raw -4382568.269200 + Penalty 2053.194662 = -4380515.074538 nChanged 77 SP:Iteration 87Q (5258.444643 sec): 3 clusters Score: Raw -4382575.790399 + Penalty 2053.194662 = -4380522.595737 nChanged 82 SP:Iteration 88Q (5258.551054 sec): 3 clusters Score: Raw -4382583.499124 + Penalty 2053.194662 = -4380530.304462 nChanged 75 SP:Iteration 89Q (5258.648127 sec): 3 clusters Score: Raw -4382590.633333 + Penalty 2053.194662 = -4380537.438671 nChanged 71 SP:Iteration 90Q (5258.741219 sec): 3 clusters Score: Raw -4382596.604241 + Penalty 2053.194662 = -4380543.409579 nChanged 63 SP:Iteration 91Q (5258.859605 sec): 3 clusters Score: Raw -4382601.746788 + Penalty 2053.194662 = -4380548.552127 nChanged 69 SP:Iteration 92Q (5258.966046 sec): 3 clusters Score: Raw -4382607.834698 + Penalty 2053.194662 = -4380554.640036 nChanged 61 SP:Iteration 93Q (5259.071169 sec): 3 clusters Score: Raw -4382612.397274 + Penalty 2053.194662 = -4380559.202612 nChanged 61 SP:Iteration 94Q (5259.178715 sec): 3 clusters Score: Raw -4382616.538372 + Penalty 2053.194662 = -4380563.343710 nChanged 64 SP:Iteration 95Q (5259.271596 sec): 3 clusters Score: Raw -4382622.775296 + Penalty 2053.194662 = -4380569.580634 nChanged 77 SP:Iteration 96Q (5259.340499 sec): 3 clusters Score: Raw -4382631.336568 + Penalty 2053.194662 = -4380578.141906 nChanged 83 SP:Iteration 97Q (5259.412214 sec): 3 clusters Score: Raw -4382640.542665 + Penalty 2053.194662 = -4380587.348003 nChanged 86 SP:Iteration 98Q (5259.518650 sec): 3 clusters Score: Raw -4382649.559310 + Penalty 2053.194662 = -4380596.364648 nChanged 76 SP:Iteration 99Q (5259.617069 sec): 3 clusters Score: Raw -4382656.971745 + Penalty 2053.194662 = -4380603.777083 nChanged 69 SP:Iteration 100F (5259.717899 sec): 3 clusters Score: Raw -4382663.589445 + Penalty 2053.194662 = -4380610.394783 nChanged 70 SP:Iteration 101Q (5259.823532 sec): 3 clusters Score: Raw -4382670.360250 + Penalty 2053.194662 = -4380617.165588 nChanged 74 SP:Iteration 102Q (5259.942845 sec): 3 clusters Score: Raw -4382678.561021 + Penalty 2053.194662 = -4380625.366360 nChanged 85 SP:Iteration 103Q (5260.045971 sec): 3 clusters Score: Raw -4382687.462064 + Penalty 2053.194662 = -4380634.267402 nChanged 73 SP:Iteration 104Q (5260.150140 sec): 3 clusters Score: Raw -4382694.677987 + Penalty 2053.194662 = -4380641.483325 nChanged 79 SP:Iteration 105Q (5260.254656 sec): 3 clusters Score: Raw -4382701.980136 + Penalty 2053.194662 = -4380648.785474 nChanged 65 SP:Iteration 106Q (5260.358098 sec): 3 clusters Score: Raw -4382707.973714 + Penalty 2053.194662 = -4380654.779052 nChanged 55 SP:Iteration 107Q (5260.462677 sec): 3 clusters Score: Raw -4382712.644870 + Penalty 2053.194662 = -4380659.450208 nChanged 52 SP:Iteration 108Q (5260.564639 sec): 3 clusters Score: Raw -4382717.602522 + Penalty 2053.194662 = -4380664.407860 nChanged 59 SP:Iteration 109Q (5260.665945 sec): 3 clusters Score: Raw -4382724.115287 + Penalty 2053.194662 = -4380670.920626 nChanged 62 SP:Iteration 110Q (5260.770440 sec): 3 clusters Score: Raw -4382729.268980 + Penalty 2053.194662 = -4380676.074318 nChanged 57 SP:Iteration 111Q (5260.878427 sec): 3 clusters Score: Raw -4382734.574122 + Penalty 2053.194662 = -4380681.379460 nChanged 61 SP:Iteration 112Q (5260.982120 sec): 3 clusters Score: Raw -4382739.196534 + Penalty 2053.194662 = -4380686.001872 nChanged 51 SP:Iteration 113Q (5261.093704 sec): 3 clusters Score: Raw -4382743.076698 + Penalty 2053.194662 = -4380689.882036 nChanged 60 SP:Iteration 114Q (5261.180720 sec): 3 clusters Score: Raw -4382747.882946 + Penalty 2053.194662 = -4380694.688285 nChanged 58 SP:Iteration 115Q (5261.255635 sec): 3 clusters Score: Raw -4382752.440360 + Penalty 2053.194662 = -4380699.245698 nChanged 60 SP:Iteration 116Q (5261.323275 sec): 3 clusters Score: Raw -4382757.685787 + Penalty 2053.194662 = -4380704.491125 nChanged 57 SP:Iteration 117Q (5261.391169 sec): 3 clusters Score: Raw -4382762.738048 + Penalty 2053.194662 = -4380709.543387 nChanged 59 SP:Iteration 118Q (5261.457646 sec): 3 clusters Score: Raw -4382767.657202 + Penalty 2053.194662 = -4380714.462540 nChanged 60 SP:Iteration 119Q (5261.525424 sec): 3 clusters Score: Raw -4382772.886534 + Penalty 2053.194662 = -4380719.691872 nChanged 65 SP:Iteration 120F (5261.599642 sec): 3 clusters Score: Raw -4382779.342023 + Penalty 2053.194662 = -4380726.147361 nChanged 65 SP:Iteration 121Q (5261.669286 sec): 3 clusters Score: Raw -4382785.963967 + Penalty 2053.194662 = -4380732.769306 nChanged 64 SP:Iteration 122Q (5261.749066 sec): 3 clusters Score: Raw -4382792.388580 + Penalty 2053.194662 = -4380739.193919 nChanged 64 SP:Iteration 123Q (5261.853206 sec): 3 clusters Score: Raw -4382799.324613 + Penalty 2053.194662 = -4380746.129951 nChanged 63 SP:Iteration 124Q (5261.955033 sec): 3 clusters Score: Raw -4382806.285954 + Penalty 2053.194662 = -4380753.091292 nChanged 56 SP:Iteration 125Q (5262.057942 sec): 3 clusters Score: Raw -4382813.038838 + Penalty 2053.194662 = -4380759.844176 nChanged 68 SP:Iteration 126Q (5262.162219 sec): 3 clusters Score: Raw -4382821.911825 + Penalty 2053.194662 = -4380768.717163 nChanged 79 SP:Iteration 127Q (5262.253058 sec): 3 clusters Score: Raw -4382832.281383 + Penalty 2053.194662 = -4380779.086721 nChanged 78 SP:Iteration 128Q (5262.351200 sec): 3 clusters Score: Raw -4382842.292115 + Penalty 2053.194662 = -4380789.097453 nChanged 89 SP:Iteration 129Q (5262.439907 sec): 3 clusters Score: Raw -4382856.292105 + Penalty 2053.194662 = -4380803.097443 nChanged 87 SP:Iteration 130Q (5262.529586 sec): 3 clusters Score: Raw -4382867.705762 + Penalty 2053.194662 = -4380814.511100 nChanged 80 SP:Iteration 131Q (5262.627356 sec): 3 clusters Score: Raw -4382878.356355 + Penalty 2053.194662 = -4380825.161694 nChanged 87 SP:Iteration 132Q (5262.730751 sec): 3 clusters Score: Raw -4382890.635337 + Penalty 2053.194662 = -4380837.440675 nChanged 75 SP:Iteration 133Q (5262.829546 sec): 3 clusters Score: Raw -4382902.024132 + Penalty 2053.194662 = -4380848.829470 nChanged 78 SP:Iteration 134Q (5262.939151 sec): 3 clusters Score: Raw -4382912.873725 + Penalty 2053.194662 = -4380859.679063 nChanged 76 SP:Iteration 135Q (5263.027784 sec): 3 clusters Score: Raw -4382922.573099 + Penalty 2053.194662 = -4380869.378437 nChanged 77 SP:Iteration 136Q (5263.116334 sec): 3 clusters Score: Raw -4382932.498498 + Penalty 2053.194662 = -4380879.303836 nChanged 74 SP:Iteration 137Q (5263.214583 sec): 3 clusters Score: Raw -4382942.931631 + Penalty 2053.194662 = -4380889.736970 nChanged 62 SP:Iteration 138Q (5263.311312 sec): 3 clusters Score: Raw -4382952.172970 + Penalty 2053.194662 = -4380898.978309 nChanged 62 SP:Iteration 139Q (5263.402501 sec): 3 clusters Score: Raw -4382960.603838 + Penalty 2053.194662 = -4380907.409176 nChanged 53 SP:Iteration 140F (5263.508706 sec): 3 clusters Score: Raw -4382967.017978 + Penalty 2053.194662 = -4380913.823316 nChanged 48 SP:Iteration 141Q (5263.605468 sec): 3 clusters Score: Raw -4382973.366066 + Penalty 2053.194662 = -4380920.171405 nChanged 52 SP:Iteration 142Q (5263.703117 sec): 3 clusters Score: Raw -4382979.942139 + Penalty 2053.194662 = -4380926.747477 nChanged 59 SP:Iteration 143Q (5263.791053 sec): 3 clusters Score: Raw -4382986.783698 + Penalty 2053.194662 = -4380933.589036 nChanged 64 SP:Iteration 144Q (5263.888108 sec): 3 clusters Score: Raw -4382995.984293 + Penalty 2053.194662 = -4380942.789631 nChanged 73 SP:Iteration 145Q (5263.985346 sec): 3 clusters Score: Raw -4383007.215895 + Penalty 2053.194662 = -4380954.021233 nChanged 79 SP:Iteration 146Q (5264.082684 sec): 3 clusters Score: Raw -4383018.972028 + Penalty 2053.194662 = -4380965.777366 nChanged 70 SP:Iteration 147Q (5264.180833 sec): 3 clusters Score: Raw -4383030.528075 + Penalty 2053.194662 = -4380977.333414 nChanged 80 SP:Iteration 148Q (5264.263401 sec): 3 clusters Score: Raw -4383043.298507 + Penalty 2053.194662 = -4380990.103846 nChanged 75 SP:Iteration 149Q (5264.367906 sec): 3 clusters Score: Raw -4383056.016260 + Penalty 2053.194662 = -4381002.821598 nChanged 83 SP:Iteration 150Q (5264.462768 sec): 3 clusters Score: Raw -4383070.600649 + Penalty 2053.194662 = -4381017.405987 nChanged 75 SP:Iteration 151Q (5264.572265 sec): 3 clusters Score: Raw -4383083.382077 + Penalty 2053.194662 = -4381030.187416 nChanged 75 SP:Iteration 152Q (5264.675083 sec): 3 clusters Score: Raw -4383098.250666 + Penalty 2053.194662 = -4381045.056004 nChanged 85 SP:Iteration 153Q (5264.777937 sec): 3 clusters Score: Raw -4383114.804127 + Penalty 2053.194662 = -4381061.609465 nChanged 84 SP:Iteration 154Q (5264.880852 sec): 3 clusters Score: Raw -4383133.978409 + Penalty 2053.194662 = -4381080.783748 nChanged 86 SP:Iteration 155Q (5264.981756 sec): 3 clusters Score: Raw -4383151.554935 + Penalty 2053.194662 = -4381098.360273 nChanged 77 SP:Iteration 156Q (5265.072512 sec): 3 clusters Score: Raw -4383166.142623 + Penalty 2053.194662 = -4381112.947961 nChanged 74 SP:Iteration 157Q (5265.171573 sec): 3 clusters Score: Raw -4383180.581734 + Penalty 2053.194662 = -4381127.387072 nChanged 70 SP:Iteration 158Q (5265.275059 sec): 3 clusters Score: Raw -4383193.868787 + Penalty 2053.194662 = -4381140.674125 nChanged 71 SP:Iteration 159Q (5265.373077 sec): 3 clusters Score: Raw -4383207.655246 + Penalty 2053.194662 = -4381154.460584 nChanged 65 SP:Iteration 160F (5265.488087 sec): 3 clusters Score: Raw -4383219.409226 + Penalty 2053.194662 = -4381166.214564 nChanged 65 SP:Iteration 161Q (5265.589460 sec): 3 clusters Score: Raw -4383232.986925 + Penalty 2053.194662 = -4381179.792263 nChanged 67 SP:Iteration 162Q (5265.690736 sec): 3 clusters Score: Raw -4383247.757517 + Penalty 2053.194662 = -4381194.562855 nChanged 70 SP:Iteration 163Q (5265.781839 sec): 3 clusters Score: Raw -4383262.608958 + Penalty 2053.194662 = -4381209.414296 nChanged 66 SP:Iteration 164Q (5265.878096 sec): 3 clusters Score: Raw -4383276.081707 + Penalty 2053.194662 = -4381222.887045 nChanged 71 SP:Iteration 165Q (5265.969034 sec): 3 clusters Score: Raw -4383290.108129 + Penalty 2053.194662 = -4381236.913467 nChanged 64 SP:Iteration 166Q (5266.073397 sec): 3 clusters Score: Raw -4383303.411308 + Penalty 2053.194662 = -4381250.216646 nChanged 75 SP:Iteration 167Q (5266.174591 sec): 3 clusters Score: Raw -4383319.394005 + Penalty 2053.194662 = -4381266.199343 nChanged 69 SP:Iteration 168Q (5266.262023 sec): 3 clusters Score: Raw -4383333.103790 + Penalty 2053.194662 = -4381279.909128 nChanged 60 SP:Iteration 169Q (5266.362697 sec): 3 clusters Score: Raw -4383344.505002 + Penalty 2053.194662 = -4381291.310340 nChanged 60 SP:Iteration 170Q (5266.477408 sec): 3 clusters Score: Raw -4383356.486675 + Penalty 2053.194662 = -4381303.292013 nChanged 56 SP:Iteration 171Q (5266.566569 sec): 3 clusters Score: Raw -4383368.940273 + Penalty 2053.194662 = -4381315.745611 nChanged 56 SP:Iteration 172Q (5266.682242 sec): 3 clusters Score: Raw -4383380.954748 + Penalty 2053.194662 = -4381327.760086 nChanged 55 SP:Iteration 173Q (5266.783921 sec): 3 clusters Score: Raw -4383391.904456 + Penalty 2053.194662 = -4381338.709794 nChanged 46 SP:Iteration 174Q (5266.885813 sec): 3 clusters Score: Raw -4383401.731519 + Penalty 2053.194662 = -4381348.536858 nChanged 45 SP:Iteration 175Q (5266.988306 sec): 3 clusters Score: Raw -4383411.246364 + Penalty 2053.194662 = -4381358.051702 nChanged 45 SP:Iteration 176Q (5267.089036 sec): 3 clusters Score: Raw -4383420.935761 + Penalty 2053.194662 = -4381367.741099 nChanged 44 SP:Iteration 177Q (5267.188561 sec): 3 clusters Score: Raw -4383430.186444 + Penalty 2053.194662 = -4381376.991782 nChanged 38 SP:Iteration 178Q (5267.286791 sec): 3 clusters Score: Raw -4383437.685571 + Penalty 2053.194662 = -4381384.490909 nChanged 36 SP:Iteration 179Q (5267.386320 sec): 3 clusters Score: Raw -4383445.518490 + Penalty 2053.194662 = -4381392.323828 nChanged 33 SP:Iteration 180F (5267.492768 sec): 3 clusters Score: Raw -4383452.756671 + Penalty 2053.194662 = -4381399.562009 nChanged 36 SP:Iteration 181Q (5267.590995 sec): 3 clusters Score: Raw -4383459.478040 + Penalty 2053.194662 = -4381406.283378 nChanged 28 SP:Iteration 182Q (5267.691886 sec): 3 clusters Score: Raw -4383463.768734 + Penalty 2053.194662 = -4381410.574073 nChanged 21 SP:Iteration 183Q (5267.789886 sec): 3 clusters Score: Raw -4383466.497565 + Penalty 2053.194662 = -4381413.302903 nChanged 18 SP:Iteration 184Q (5267.891169 sec): 3 clusters Score: Raw -4383469.230192 + Penalty 2053.194662 = -4381416.035531 nChanged 20 SP:Iteration 185Q (5267.982231 sec): 3 clusters Score: Raw -4383472.514555 + Penalty 2053.194662 = -4381419.319893 nChanged 15 SP:Iteration 186Q (5268.080515 sec): 3 clusters Score: Raw -4383474.914075 + Penalty 2053.194662 = -4381421.719413 nChanged 14 SP:Iteration 187Q (5268.170936 sec): 3 clusters Score: Raw -4383477.178198 + Penalty 2053.194662 = -4381423.983537 nChanged 15 SP:Iteration 188Q (5268.268676 sec): 3 clusters Score: Raw -4383479.735510 + Penalty 2053.194662 = -4381426.540848 nChanged 21 SP:Iteration 189Q (5268.371505 sec): 3 clusters Score: Raw -4383483.360759 + Penalty 2053.194662 = -4381430.166097 nChanged 15 SP:Iteration 190Q (5268.484785 sec): 3 clusters Score: Raw -4383485.457976 + Penalty 2053.194662 = -4381432.263314 nChanged 17 SP:Iteration 191Q (5268.586676 sec): 3 clusters Score: Raw -4383488.039457 + Penalty 2053.194662 = -4381434.844796 nChanged 18 SP:Iteration 192Q (5268.673120 sec): 3 clusters Score: Raw -4383491.042454 + Penalty 2053.194662 = -4381437.847793 nChanged 22 SP:Iteration 193Q (5268.737922 sec): 3 clusters Score: Raw -4383494.756520 + Penalty 2053.194662 = -4381441.561858 nChanged 22 SP:Iteration 194Q (5268.802559 sec): 3 clusters Score: Raw -4383498.638303 + Penalty 2053.194662 = -4381445.443641 nChanged 31 SP:Iteration 195Q (5268.892894 sec): 3 clusters Score: Raw -4383504.944428 + Penalty 2053.194662 = -4381451.749766 nChanged 26 SP:Iteration 196Q (5269.006241 sec): 3 clusters Score: Raw -4383509.817659 + Penalty 2053.194662 = -4381456.622997 nChanged 21 SP:Iteration 197Q (5269.097270 sec): 3 clusters Score: Raw -4383512.951705 + Penalty 2053.194662 = -4381459.757043 nChanged 17 SP:Iteration 198Q (5269.202033 sec): 3 clusters Score: Raw -4383515.411154 + Penalty 2053.194662 = -4381462.216493 nChanged 13 SP:Iteration 199Q (5269.302666 sec): 3 clusters Score: Raw -4383518.218584 + Penalty 2053.194662 = -4381465.023922 nChanged 17 SP:Iteration 200F (5269.418381 sec): 3 clusters Score: Raw -4383520.386145 + Penalty 2053.194662 = -4381467.191483 nChanged 10 SP:Iteration 201Q (5269.509113 sec): 3 clusters Score: Raw -4383521.869539 + Penalty 2053.194662 = -4381468.674877 nChanged 9 SP:Iteration 202Q (5269.611634 sec): 3 clusters Score: Raw -4383522.988866 + Penalty 2053.194662 = -4381469.794205 nChanged 6 SP:Iteration 203Q (5269.705702 sec): 3 clusters Score: Raw -4383524.230450 + Penalty 2053.194662 = -4381471.035788 nChanged 6 SP:Iteration 204Q (5269.801262 sec): 3 clusters Score: Raw -4383525.113754 + Penalty 2053.194662 = -4381471.919092 nChanged 6 SP:Iteration 205Q (5269.892498 sec): 3 clusters Score: Raw -4383525.748651 + Penalty 2053.194662 = -4381472.553990 nChanged 3 SP:Iteration 206Q (5269.988054 sec): 3 clusters Score: Raw -4383525.954915 + Penalty 2053.194662 = -4381472.760253 nChanged 2 SP:Iteration 207Q (5270.090350 sec): 3 clusters Score: Raw -4383526.184644 + Penalty 2053.194662 = -4381472.989982 nChanged 1 SP:Iteration 208Q (5270.191165 sec): 3 clusters Score: Raw -4383526.253434 + Penalty 2053.194662 = -4381473.058772 nChanged 0 SP:Iteration 209F (5270.300815 sec): 3 clusters Score: Raw -4383526.253434 + Penalty 2053.194662 = -4381473.058772 nChanged 0 Trying to split cluster 4 (18890 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5270.333920 sec): 2 clusters Score: Raw -1808868.705740 + Penalty 935.406856 = -1807933.298883 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5270.400621 sec): 3 clusters Score: Raw -1797040.661062 + Penalty 1870.813712 = -1795169.847349 nChanged 8773 SP:Iteration 1F (5270.468258 sec): 3 clusters Score: Raw -1802052.607103 + Penalty 1870.813712 = -1800181.793390 nChanged 1025 SP:Iteration 2F (5270.535419 sec): 3 clusters Score: Raw -1802490.288918 + Penalty 1870.813712 = -1800619.475205 nChanged 1018 SP:Iteration 3F (5270.601573 sec): 3 clusters Score: Raw -1802978.328720 + Penalty 1870.813712 = -1801107.515008 nChanged 1070 SP:Iteration 4F (5270.668990 sec): 3 clusters Score: Raw -1803599.995457 + Penalty 1870.813712 = -1801729.181744 nChanged 1143 SP:Iteration 5F (5270.736563 sec): 3 clusters Score: Raw -1804310.184567 + Penalty 1870.813712 = -1802439.370854 nChanged 1136 SP:Iteration 6F (5270.803516 sec): 3 clusters Score: Raw -1805061.224319 + Penalty 1870.813712 = -1803190.410606 nChanged 1032 SP:Iteration 7F (5270.861361 sec): 3 clusters Score: Raw -1805792.336332 + Penalty 1870.813712 = -1803921.522619 nChanged 876 SP:Iteration 8Q (5270.933285 sec): 3 clusters Score: Raw -1806404.574542 + Penalty 1870.813712 = -1804533.760829 nChanged 741 SP:Iteration 9Q (5271.000045 sec): 3 clusters Score: Raw -1806873.352144 + Penalty 1870.813712 = -1805002.538431 nChanged 594 SP:Iteration 10Q (5271.066541 sec): 3 clusters Score: Raw -1807250.235330 + Penalty 1870.813712 = -1805379.421618 nChanged 468 SP:Iteration 11Q (5271.133927 sec): 3 clusters Score: Raw -1807527.069105 + Penalty 1870.813712 = -1805656.255392 nChanged 382 SP:Iteration 12Q (5271.197562 sec): 3 clusters Score: Raw -1807730.331669 + Penalty 1870.813712 = -1805859.517957 nChanged 307 SP:Iteration 13Q (5271.272508 sec): 3 clusters Score: Raw -1807883.820964 + Penalty 1870.813712 = -1806013.007251 nChanged 275 SP:Iteration 14Q (5271.321849 sec): 3 clusters Score: Raw -1808019.784301 + Penalty 1870.813712 = -1806148.970589 nChanged 263 SP:Iteration 15Q (5271.397960 sec): 3 clusters Score: Raw -1808147.284854 + Penalty 1870.813712 = -1806276.471142 nChanged 233 SP:Iteration 16Q (5271.447468 sec): 3 clusters Score: Raw -1808255.696189 + Penalty 1870.813712 = -1806384.882477 nChanged 224 SP:Iteration 17Q (5271.514200 sec): 3 clusters Score: Raw -1808358.725174 + Penalty 1870.813712 = -1806487.911461 nChanged 213 SP:Iteration 18Q (5271.581548 sec): 3 clusters Score: Raw -1808468.148587 + Penalty 1870.813712 = -1806597.334875 nChanged 199 SP:Iteration 19Q (5271.648526 sec): 3 clusters Score: Raw -1808583.500688 + Penalty 1870.813712 = -1806712.686975 nChanged 169 SP:Iteration 20F (5271.718450 sec): 3 clusters Score: Raw -1808679.212276 + Penalty 1870.813712 = -1806808.398564 nChanged 162 SP:Iteration 21Q (5271.781809 sec): 3 clusters Score: Raw -1808771.364909 + Penalty 1870.813712 = -1806900.551197 nChanged 173 SP:Iteration 22Q (5271.848028 sec): 3 clusters Score: Raw -1808865.900079 + Penalty 1870.813712 = -1806995.086367 nChanged 155 SP:Iteration 23Q (5271.913667 sec): 3 clusters Score: Raw -1808950.147966 + Penalty 1870.813712 = -1807079.334254 nChanged 131 SP:Iteration 24Q (5271.976133 sec): 3 clusters Score: Raw -1809011.614646 + Penalty 1870.813712 = -1807140.800934 nChanged 93 SP:Iteration 25Q (5272.044675 sec): 3 clusters Score: Raw -1809050.609438 + Penalty 1870.813712 = -1807179.795726 nChanged 89 SP:Iteration 26Q (5272.112505 sec): 3 clusters Score: Raw -1809084.719147 + Penalty 1870.813712 = -1807213.905435 nChanged 82 SP:Iteration 27Q (5272.166634 sec): 3 clusters Score: Raw -1809118.117975 + Penalty 1870.813712 = -1807247.304263 nChanged 76 SP:Iteration 28Q (5272.240192 sec): 3 clusters Score: Raw -1809148.062624 + Penalty 1870.813712 = -1807277.248912 nChanged 59 SP:Iteration 29Q (5272.314081 sec): 3 clusters Score: Raw -1809169.257266 + Penalty 1870.813712 = -1807298.443553 nChanged 54 SP:Iteration 30Q (5272.383025 sec): 3 clusters Score: Raw -1809192.786427 + Penalty 1870.813712 = -1807321.972714 nChanged 49 SP:Iteration 31Q (5272.441461 sec): 3 clusters Score: Raw -1809218.189834 + Penalty 1870.813712 = -1807347.376122 nChanged 42 SP:Iteration 32Q (5272.513611 sec): 3 clusters Score: Raw -1809237.797419 + Penalty 1870.813712 = -1807366.983707 nChanged 43 SP:Iteration 33Q (5272.555089 sec): 3 clusters Score: Raw -1809255.538307 + Penalty 1870.813712 = -1807384.724595 nChanged 37 SP:Iteration 34Q (5272.633936 sec): 3 clusters Score: Raw -1809267.109706 + Penalty 1870.813712 = -1807396.295993 nChanged 26 SP:Iteration 35Q (5272.700140 sec): 3 clusters Score: Raw -1809272.764408 + Penalty 1870.813712 = -1807401.950696 nChanged 14 SP:Iteration 36Q (5272.761546 sec): 3 clusters Score: Raw -1809275.793542 + Penalty 1870.813712 = -1807404.979829 nChanged 11 SP:Iteration 37Q (5272.827417 sec): 3 clusters Score: Raw -1809278.686718 + Penalty 1870.813712 = -1807407.873005 nChanged 10 SP:Iteration 38Q (5272.906613 sec): 3 clusters Score: Raw -1809281.878254 + Penalty 1870.813712 = -1807411.064542 nChanged 7 SP:Iteration 39Q (5272.974906 sec): 3 clusters Score: Raw -1809283.417388 + Penalty 1870.813712 = -1807412.603676 nChanged 9 SP:Iteration 40F (5273.048302 sec): 3 clusters Score: Raw -1809286.173806 + Penalty 1870.813712 = -1807415.360094 nChanged 10 SP:Iteration 41Q (5273.106921 sec): 3 clusters Score: Raw -1809288.656482 + Penalty 1870.813712 = -1807417.842770 nChanged 7 SP:Iteration 42Q (5273.175325 sec): 3 clusters Score: Raw -1809290.361809 + Penalty 1870.813712 = -1807419.548096 nChanged 5 SP:Iteration 43Q (5273.243139 sec): 3 clusters Score: Raw -1809291.255769 + Penalty 1870.813712 = -1807420.442057 nChanged 2 SP:Iteration 44Q (5273.321384 sec): 3 clusters Score: Raw -1809291.466690 + Penalty 1870.813712 = -1807420.652978 nChanged 0 SP:Iteration 45F (5273.361589 sec): 3 clusters Score: Raw -1809291.466690 + Penalty 1870.813712 = -1807420.652978 nChanged 0 Trying to split cluster 5 (2452 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5273.375536 sec): 2 clusters Score: Raw -227341.182234 + Penalty 741.442633 = -226599.739601 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5273.385364 sec): 3 clusters Score: Raw -226100.582930 + Penalty 1482.885266 = -224617.697663 nChanged 955 SP:Iteration 1F (5273.394541 sec): 3 clusters Score: Raw -226594.327348 + Penalty 1482.885266 = -225111.442082 nChanged 184 SP:Iteration 2F (5273.403579 sec): 3 clusters Score: Raw -226689.724549 + Penalty 1482.885266 = -225206.839283 nChanged 113 SP:Iteration 3Q (5273.412646 sec): 3 clusters Score: Raw -226742.857690 + Penalty 1482.885266 = -225259.972424 nChanged 83 SP:Iteration 4Q (5273.421714 sec): 3 clusters Score: Raw -226782.702333 + Penalty 1482.885266 = -225299.817067 nChanged 95 SP:Iteration 5Q (5273.437221 sec): 3 clusters Score: Raw -226826.916843 + Penalty 1482.885266 = -225344.031577 nChanged 90 SP:Iteration 6Q (5273.446569 sec): 3 clusters Score: Raw -226873.435374 + Penalty 1482.885266 = -225390.550107 nChanged 73 SP:Iteration 7Q (5273.455636 sec): 3 clusters Score: Raw -226916.384155 + Penalty 1482.885266 = -225433.498889 nChanged 73 SP:Iteration 8Q (5273.464697 sec): 3 clusters Score: Raw -226963.105735 + Penalty 1482.885266 = -225480.220469 nChanged 80 SP:Iteration 9Q (5273.473739 sec): 3 clusters Score: Raw -227012.690842 + Penalty 1482.885266 = -225529.805575 nChanged 85 SP:Iteration 10Q (5273.482778 sec): 3 clusters Score: Raw -227072.026949 + Penalty 1482.885266 = -225589.141683 nChanged 91 SP:Iteration 11Q (5273.491782 sec): 3 clusters Score: Raw -227144.771749 + Penalty 1482.885266 = -225661.886482 nChanged 92 SP:Iteration 12Q (5273.500814 sec): 3 clusters Score: Raw -227220.494997 + Penalty 1482.885266 = -225737.609730 nChanged 81 SP:Iteration 13Q (5273.509680 sec): 3 clusters Score: Raw -227274.877370 + Penalty 1482.885266 = -225791.992104 nChanged 63 SP:Iteration 14Q (5273.518638 sec): 3 clusters Score: Raw -227315.730794 + Penalty 1482.885266 = -225832.845527 nChanged 61 SP:Iteration 15Q (5273.527439 sec): 3 clusters Score: Raw -227358.236397 + Penalty 1482.885266 = -225875.351130 nChanged 44 SP:Iteration 16Q (5273.542976 sec): 3 clusters Score: Raw -227393.590095 + Penalty 1482.885266 = -225910.704828 nChanged 42 SP:Iteration 17Q (5273.551724 sec): 3 clusters Score: Raw -227421.723042 + Penalty 1482.885266 = -225938.837775 nChanged 30 SP:Iteration 18Q (5273.560539 sec): 3 clusters Score: Raw -227438.775180 + Penalty 1482.885266 = -225955.889914 nChanged 22 SP:Iteration 19Q (5273.569328 sec): 3 clusters Score: Raw -227451.332767 + Penalty 1482.885266 = -225968.447501 nChanged 21 SP:Iteration 20F (5273.578239 sec): 3 clusters Score: Raw -227464.678754 + Penalty 1482.885266 = -225981.793488 nChanged 20 SP:Iteration 21Q (5273.586991 sec): 3 clusters Score: Raw -227475.558973 + Penalty 1482.885266 = -225992.673707 nChanged 15 SP:Iteration 22Q (5273.595625 sec): 3 clusters Score: Raw -227486.453901 + Penalty 1482.885266 = -226003.568634 nChanged 6 SP:Iteration 23Q (5273.604391 sec): 3 clusters Score: Raw -227489.971468 + Penalty 1482.885266 = -226007.086202 nChanged 8 SP:Iteration 24Q (5273.613075 sec): 3 clusters Score: Raw -227494.516176 + Penalty 1482.885266 = -226011.630909 nChanged 9 SP:Iteration 25Q (5273.621651 sec): 3 clusters Score: Raw -227499.097963 + Penalty 1482.885266 = -226016.212696 nChanged 2 SP:Iteration 26Q (5273.630767 sec): 3 clusters Score: Raw -227499.919253 + Penalty 1482.885266 = -226017.033987 nChanged 2 SP:Iteration 27Q (5273.639887 sec): 3 clusters Score: Raw -227500.846989 + Penalty 1482.885266 = -226017.961723 nChanged 2 SP:Iteration 28Q (5273.648545 sec): 3 clusters Score: Raw -227501.446547 + Penalty 1482.885266 = -226018.561280 nChanged 3 SP:Iteration 29Q (5273.657291 sec): 3 clusters Score: Raw -227502.341227 + Penalty 1482.885266 = -226019.455960 nChanged 1 SP:Iteration 30Q (5273.666040 sec): 3 clusters Score: Raw -227502.561379 + Penalty 1482.885266 = -226019.676112 nChanged 0 SP:Iteration 31F (5273.674947 sec): 3 clusters Score: Raw -227502.561379 + Penalty 1482.885266 = -226019.676112 nChanged 0 Trying to split cluster 6 (49666 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5273.748528 sec): 2 clusters Score: Raw -4611252.185895 + Penalty 1027.242208 = -4610224.943687 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5273.832572 sec): 3 clusters Score: Raw -4579060.222114 + Penalty 2054.484416 = -4577005.737698 nChanged 23679 SP:Iteration 1F (5273.909334 sec): 3 clusters Score: Raw -4592744.185532 + Penalty 2054.484416 = -4590689.701116 nChanged 1920 SP:Iteration 2Q (5273.994664 sec): 3 clusters Score: Raw -4593298.233431 + Penalty 2054.484416 = -4591243.749015 nChanged 2082 SP:Iteration 3Q (5274.073994 sec): 3 clusters Score: Raw -4594003.389992 + Penalty 2054.484416 = -4591948.905576 nChanged 2354 SP:Iteration 4Q (5274.178299 sec): 3 clusters Score: Raw -4594961.988289 + Penalty 2054.484416 = -4592907.503874 nChanged 2739 SP:Iteration 5F (5274.293335 sec): 3 clusters Score: Raw -4596420.323523 + Penalty 2054.484416 = -4594365.839107 nChanged 3289 SP:Iteration 6F (5274.406655 sec): 3 clusters Score: Raw -4598778.193868 + Penalty 2054.484416 = -4596723.709453 nChanged 3917 SP:Iteration 7F (5274.525793 sec): 3 clusters Score: Raw -4602242.915688 + Penalty 2054.484416 = -4600188.431272 nChanged 3910 SP:Iteration 8F (5274.641236 sec): 3 clusters Score: Raw -4606117.053689 + Penalty 2054.484416 = -4604062.569273 nChanged 2933 SP:Iteration 9F (5274.747040 sec): 3 clusters Score: Raw -4609096.552628 + Penalty 2054.484416 = -4607042.068212 nChanged 1528 SP:Iteration 10Q (5274.861712 sec): 3 clusters Score: Raw -4610569.343586 + Penalty 2054.484416 = -4608514.859170 nChanged 579 SP:Iteration 11Q (5274.972289 sec): 3 clusters Score: Raw -4611057.690670 + Penalty 2054.484416 = -4609003.206254 nChanged 209 SP:Iteration 12Q (5275.068263 sec): 3 clusters Score: Raw -4611259.147070 + Penalty 2054.484416 = -4609204.662654 nChanged 82 SP:Iteration 13Q (5275.162226 sec): 3 clusters Score: Raw -4611338.264679 + Penalty 2054.484416 = -4609283.780263 nChanged 30 SP:Iteration 14Q (5275.258807 sec): 3 clusters Score: Raw -4611360.392732 + Penalty 2054.484416 = -4609305.908316 nChanged 19 SP:Iteration 15Q (5275.365682 sec): 3 clusters Score: Raw -4611376.698540 + Penalty 2054.484416 = -4609322.214124 nChanged 12 SP:Iteration 16Q (5275.465443 sec): 3 clusters Score: Raw -4611394.131773 + Penalty 2054.484416 = -4609339.647357 nChanged 15 SP:Iteration 17Q (5275.568245 sec): 3 clusters Score: Raw -4611405.113555 + Penalty 2054.484416 = -4609350.629139 nChanged 10 SP:Iteration 18Q (5275.661493 sec): 3 clusters Score: Raw -4611412.123660 + Penalty 2054.484416 = -4609357.639244 nChanged 5 SP:Iteration 19Q (5275.762036 sec): 3 clusters Score: Raw -4611417.330660 + Penalty 2054.484416 = -4609362.846244 nChanged 3 SP:Iteration 20F (5275.855479 sec): 3 clusters Score: Raw -4611420.605379 + Penalty 2054.484416 = -4609366.120963 nChanged 4 SP:Iteration 21Q (5275.953573 sec): 3 clusters Score: Raw -4611422.547197 + Penalty 2054.484416 = -4609368.062781 nChanged 3 SP:Iteration 22Q (5276.058077 sec): 3 clusters Score: Raw -4611425.751094 + Penalty 2054.484416 = -4609371.266678 nChanged 3 SP:Iteration 23Q (5276.159001 sec): 3 clusters Score: Raw -4611428.705022 + Penalty 2054.484416 = -4609374.220606 nChanged 3 SP:Iteration 24Q (5276.260006 sec): 3 clusters Score: Raw -4611432.060216 + Penalty 2054.484416 = -4609377.575800 nChanged 5 SP:Iteration 25Q (5276.342090 sec): 3 clusters Score: Raw -4611438.982494 + Penalty 2054.484416 = -4609384.498078 nChanged 5 SP:Iteration 26Q (5276.405436 sec): 3 clusters Score: Raw -4611441.693727 + Penalty 2054.484416 = -4609387.209311 nChanged 0 SP:Iteration 27F (5276.482922 sec): 3 clusters Score: Raw -4611441.693727 + Penalty 2054.484416 = -4609387.209311 nChanged 0 Trying to split cluster 7 (22678 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5276.510453 sec): 2 clusters Score: Raw -2102583.947692 + Penalty 952.769304 = -2101631.178388 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5276.554405 sec): 3 clusters Score: Raw -2088370.212010 + Penalty 1905.538608 = -2086464.673402 nChanged 10528 SP:Iteration 1F (5276.595687 sec): 3 clusters Score: Raw -2094654.052624 + Penalty 1905.538608 = -2092748.514016 nChanged 1182 SP:Iteration 2F (5276.681733 sec): 3 clusters Score: Raw -2095134.366053 + Penalty 1905.538608 = -2093228.827445 nChanged 1167 SP:Iteration 3F (5276.760055 sec): 3 clusters Score: Raw -2095593.436392 + Penalty 1905.538608 = -2093687.897784 nChanged 1099 SP:Iteration 4Q (5276.839610 sec): 3 clusters Score: Raw -2096066.428503 + Penalty 1905.538608 = -2094160.889894 nChanged 1074 SP:Iteration 5Q (5276.918990 sec): 3 clusters Score: Raw -2096600.011201 + Penalty 1905.538608 = -2094694.472593 nChanged 1136 SP:Iteration 6F (5276.986501 sec): 3 clusters Score: Raw -2097266.744955 + Penalty 1905.538608 = -2095361.206347 nChanged 1142 SP:Iteration 7F (5277.071638 sec): 3 clusters Score: Raw -2097958.380976 + Penalty 1905.538608 = -2096052.842368 nChanged 1124 SP:Iteration 8Q (5277.133100 sec): 3 clusters Score: Raw -2098611.879608 + Penalty 1905.538608 = -2096706.340999 nChanged 1044 SP:Iteration 9Q (5277.220339 sec): 3 clusters Score: Raw -2099134.800030 + Penalty 1905.538608 = -2097229.261421 nChanged 835 SP:Iteration 10Q (5277.286280 sec): 3 clusters Score: Raw -2099492.467902 + Penalty 1905.538608 = -2097586.929293 nChanged 683 SP:Iteration 11Q (5277.375759 sec): 3 clusters Score: Raw -2099698.206883 + Penalty 1905.538608 = -2097792.668275 nChanged 415 SP:Iteration 12Q (5277.454213 sec): 3 clusters Score: Raw -2099794.054940 + Penalty 1905.538608 = -2097888.516332 nChanged 301 SP:Iteration 13Q (5277.532578 sec): 3 clusters Score: Raw -2099855.641656 + Penalty 1905.538608 = -2097950.103048 nChanged 244 SP:Iteration 14Q (5277.611004 sec): 3 clusters Score: Raw -2099906.075357 + Penalty 1905.538608 = -2098000.536748 nChanged 226 SP:Iteration 15Q (5277.688952 sec): 3 clusters Score: Raw -2099947.424860 + Penalty 1905.538608 = -2098041.886252 nChanged 190 SP:Iteration 16Q (5277.759584 sec): 3 clusters Score: Raw -2099977.651758 + Penalty 1905.538608 = -2098072.113150 nChanged 175 SP:Iteration 17Q (5277.837505 sec): 3 clusters Score: Raw -2100001.752394 + Penalty 1905.538608 = -2098096.213785 nChanged 147 SP:Iteration 18Q (5277.923316 sec): 3 clusters Score: Raw -2100023.186675 + Penalty 1905.538608 = -2098117.648067 nChanged 128 SP:Iteration 19Q (5277.991078 sec): 3 clusters Score: Raw -2100038.917900 + Penalty 1905.538608 = -2098133.379292 nChanged 106 SP:Iteration 20F (5278.075275 sec): 3 clusters Score: Raw -2100049.691962 + Penalty 1905.538608 = -2098144.153353 nChanged 102 SP:Iteration 21Q (5278.150764 sec): 3 clusters Score: Raw -2100059.637047 + Penalty 1905.538608 = -2098154.098438 nChanged 102 SP:Iteration 22Q (5278.222604 sec): 3 clusters Score: Raw -2100069.340569 + Penalty 1905.538608 = -2098163.801960 nChanged 98 SP:Iteration 23Q (5278.307469 sec): 3 clusters Score: Raw -2100078.947052 + Penalty 1905.538608 = -2098173.408443 nChanged 92 SP:Iteration 24Q (5278.377862 sec): 3 clusters Score: Raw -2100087.049237 + Penalty 1905.538608 = -2098181.510629 nChanged 83 SP:Iteration 25Q (5278.444146 sec): 3 clusters Score: Raw -2100095.440095 + Penalty 1905.538608 = -2098189.901486 nChanged 68 SP:Iteration 26Q (5278.520782 sec): 3 clusters Score: Raw -2100100.512298 + Penalty 1905.538608 = -2098194.973690 nChanged 57 SP:Iteration 27Q (5278.596112 sec): 3 clusters Score: Raw -2100105.465615 + Penalty 1905.538608 = -2098199.927007 nChanged 63 SP:Iteration 28Q (5278.669612 sec): 3 clusters Score: Raw -2100111.304145 + Penalty 1905.538608 = -2098205.765537 nChanged 61 SP:Iteration 29Q (5278.751747 sec): 3 clusters Score: Raw -2100115.873539 + Penalty 1905.538608 = -2098210.334931 nChanged 54 SP:Iteration 30Q (5278.829538 sec): 3 clusters Score: Raw -2100120.391303 + Penalty 1905.538608 = -2098214.852695 nChanged 51 SP:Iteration 31Q (5278.907281 sec): 3 clusters Score: Raw -2100123.963003 + Penalty 1905.538608 = -2098218.424394 nChanged 49 SP:Iteration 32Q (5278.979016 sec): 3 clusters Score: Raw -2100127.634937 + Penalty 1905.538608 = -2098222.096329 nChanged 52 SP:Iteration 33Q (5279.040081 sec): 3 clusters Score: Raw -2100131.385376 + Penalty 1905.538608 = -2098225.846768 nChanged 57 SP:Iteration 34Q (5279.113411 sec): 3 clusters Score: Raw -2100135.703835 + Penalty 1905.538608 = -2098230.165227 nChanged 63 SP:Iteration 35Q (5279.193863 sec): 3 clusters Score: Raw -2100141.078346 + Penalty 1905.538608 = -2098235.539737 nChanged 67 SP:Iteration 36Q (5279.274630 sec): 3 clusters Score: Raw -2100146.346189 + Penalty 1905.538608 = -2098240.807580 nChanged 61 SP:Iteration 37Q (5279.352514 sec): 3 clusters Score: Raw -2100151.533545 + Penalty 1905.538608 = -2098245.994936 nChanged 63 SP:Iteration 38Q (5279.430555 sec): 3 clusters Score: Raw -2100156.859359 + Penalty 1905.538608 = -2098251.320751 nChanged 67 SP:Iteration 39Q (5279.506053 sec): 3 clusters Score: Raw -2100163.737313 + Penalty 1905.538608 = -2098258.198704 nChanged 70 SP:Iteration 40F (5279.584368 sec): 3 clusters Score: Raw -2100170.753723 + Penalty 1905.538608 = -2098265.215115 nChanged 74 SP:Iteration 41Q (5279.661869 sec): 3 clusters Score: Raw -2100176.828174 + Penalty 1905.538608 = -2098271.289566 nChanged 72 SP:Iteration 42Q (5279.739275 sec): 3 clusters Score: Raw -2100183.401672 + Penalty 1905.538608 = -2098277.863063 nChanged 71 SP:Iteration 43Q (5279.808138 sec): 3 clusters Score: Raw -2100189.865015 + Penalty 1905.538608 = -2098284.326407 nChanged 71 SP:Iteration 44Q (5279.891007 sec): 3 clusters Score: Raw -2100195.202549 + Penalty 1905.538608 = -2098289.663940 nChanged 64 SP:Iteration 45Q (5279.969655 sec): 3 clusters Score: Raw -2100200.394263 + Penalty 1905.538608 = -2098294.855655 nChanged 53 SP:Iteration 46Q (5280.044143 sec): 3 clusters Score: Raw -2100204.415656 + Penalty 1905.538608 = -2098298.877048 nChanged 48 SP:Iteration 47Q (5280.106140 sec): 3 clusters Score: Raw -2100209.223403 + Penalty 1905.538608 = -2098303.684795 nChanged 63 SP:Iteration 48Q (5280.188551 sec): 3 clusters Score: Raw -2100215.287882 + Penalty 1905.538608 = -2098309.749274 nChanged 70 SP:Iteration 49Q (5280.265468 sec): 3 clusters Score: Raw -2100222.402388 + Penalty 1905.538608 = -2098316.863779 nChanged 80 SP:Iteration 50Q (5280.333027 sec): 3 clusters Score: Raw -2100231.219420 + Penalty 1905.538608 = -2098325.680811 nChanged 86 SP:Iteration 51Q (5280.407437 sec): 3 clusters Score: Raw -2100240.652069 + Penalty 1905.538608 = -2098335.113460 nChanged 107 SP:Iteration 52Q (5280.484163 sec): 3 clusters Score: Raw -2100253.194805 + Penalty 1905.538608 = -2098347.656197 nChanged 105 SP:Iteration 53Q (5280.562023 sec): 3 clusters Score: Raw -2100265.139447 + Penalty 1905.538608 = -2098359.600839 nChanged 107 SP:Iteration 54Q (5280.638395 sec): 3 clusters Score: Raw -2100277.594770 + Penalty 1905.538608 = -2098372.056161 nChanged 117 SP:Iteration 55Q (5280.709431 sec): 3 clusters Score: Raw -2100292.251464 + Penalty 1905.538608 = -2098386.712856 nChanged 116 SP:Iteration 56Q (5280.784801 sec): 3 clusters Score: Raw -2100305.923062 + Penalty 1905.538608 = -2098400.384454 nChanged 115 SP:Iteration 57Q (5280.862809 sec): 3 clusters Score: Raw -2100320.241224 + Penalty 1905.538608 = -2098414.702615 nChanged 115 SP:Iteration 58Q (5280.917176 sec): 3 clusters Score: Raw -2100334.017592 + Penalty 1905.538608 = -2098428.478984 nChanged 128 SP:Iteration 59Q (5280.995560 sec): 3 clusters Score: Raw -2100352.464669 + Penalty 1905.538608 = -2098446.926061 nChanged 154 SP:Iteration 60F (5281.079761 sec): 3 clusters Score: Raw -2100377.532334 + Penalty 1905.538608 = -2098471.993726 nChanged 185 SP:Iteration 61Q (5281.147614 sec): 3 clusters Score: Raw -2100409.595681 + Penalty 1905.538608 = -2098504.057072 nChanged 186 SP:Iteration 62Q (5281.219429 sec): 3 clusters Score: Raw -2100446.186078 + Penalty 1905.538608 = -2098540.647469 nChanged 190 SP:Iteration 63Q (5281.289486 sec): 3 clusters Score: Raw -2100483.824102 + Penalty 1905.538608 = -2098578.285494 nChanged 209 SP:Iteration 64Q (5281.353088 sec): 3 clusters Score: Raw -2100526.222897 + Penalty 1905.538608 = -2098620.684288 nChanged 203 SP:Iteration 65Q (5281.415622 sec): 3 clusters Score: Raw -2100568.811376 + Penalty 1905.538608 = -2098663.272768 nChanged 213 SP:Iteration 66Q (5281.490285 sec): 3 clusters Score: Raw -2100617.385605 + Penalty 1905.538608 = -2098711.846997 nChanged 225 SP:Iteration 67Q (5281.554511 sec): 3 clusters Score: Raw -2100667.555428 + Penalty 1905.538608 = -2098762.016820 nChanged 229 SP:Iteration 68Q (5281.629496 sec): 3 clusters Score: Raw -2100717.254908 + Penalty 1905.538608 = -2098811.716299 nChanged 234 SP:Iteration 69Q (5281.694452 sec): 3 clusters Score: Raw -2100777.873933 + Penalty 1905.538608 = -2098872.335324 nChanged 270 SP:Iteration 70Q (5281.768853 sec): 3 clusters Score: Raw -2100842.574328 + Penalty 1905.538608 = -2098937.035720 nChanged 238 SP:Iteration 71Q (5281.844772 sec): 3 clusters Score: Raw -2100903.708573 + Penalty 1905.538608 = -2098998.169965 nChanged 273 SP:Iteration 72Q (5281.918335 sec): 3 clusters Score: Raw -2100982.427842 + Penalty 1905.538608 = -2099076.889234 nChanged 289 SP:Iteration 73Q (5281.992502 sec): 3 clusters Score: Raw -2101071.888740 + Penalty 1905.538608 = -2099166.350132 nChanged 288 SP:Iteration 74Q (5282.066329 sec): 3 clusters Score: Raw -2101166.363552 + Penalty 1905.538608 = -2099260.824944 nChanged 289 SP:Iteration 75Q (5282.143453 sec): 3 clusters Score: Raw -2101270.482859 + Penalty 1905.538608 = -2099364.944250 nChanged 303 SP:Iteration 76Q (5282.210207 sec): 3 clusters Score: Raw -2101393.133374 + Penalty 1905.538608 = -2099487.594766 nChanged 317 SP:Iteration 77Q (5282.282409 sec): 3 clusters Score: Raw -2101535.957987 + Penalty 1905.538608 = -2099630.419378 nChanged 325 SP:Iteration 78Q (5282.350259 sec): 3 clusters Score: Raw -2101701.153990 + Penalty 1905.538608 = -2099795.615382 nChanged 319 SP:Iteration 79Q (5282.422488 sec): 3 clusters Score: Raw -2101874.265948 + Penalty 1905.538608 = -2099968.727339 nChanged 300 SP:Iteration 80F (5282.499189 sec): 3 clusters Score: Raw -2102041.078201 + Penalty 1905.538608 = -2100135.539593 nChanged 271 SP:Iteration 81Q (5282.577865 sec): 3 clusters Score: Raw -2102204.778753 + Penalty 1905.538608 = -2100299.240145 nChanged 214 SP:Iteration 82Q (5282.647938 sec): 3 clusters Score: Raw -2102334.987884 + Penalty 1905.538608 = -2100429.449276 nChanged 179 SP:Iteration 83Q (5282.723034 sec): 3 clusters Score: Raw -2102447.400578 + Penalty 1905.538608 = -2100541.861970 nChanged 121 SP:Iteration 84Q (5282.795576 sec): 3 clusters Score: Raw -2102527.533095 + Penalty 1905.538608 = -2100621.994487 nChanged 82 SP:Iteration 85Q (5282.867921 sec): 3 clusters Score: Raw -2102575.067745 + Penalty 1905.538608 = -2100669.529137 nChanged 55 SP:Iteration 86Q (5282.925625 sec): 3 clusters Score: Raw -2102608.958951 + Penalty 1905.538608 = -2100703.420343 nChanged 46 SP:Iteration 87Q (5282.993133 sec): 3 clusters Score: Raw -2102643.285388 + Penalty 1905.538608 = -2100737.746780 nChanged 43 SP:Iteration 88Q (5283.059292 sec): 3 clusters Score: Raw -2102670.590186 + Penalty 1905.538608 = -2100765.051577 nChanged 22 SP:Iteration 89Q (5283.133752 sec): 3 clusters Score: Raw -2102684.512160 + Penalty 1905.538608 = -2100778.973552 nChanged 16 SP:Iteration 90Q (5283.207772 sec): 3 clusters Score: Raw -2102697.281896 + Penalty 1905.538608 = -2100791.743287 nChanged 14 SP:Iteration 91Q (5283.271536 sec): 3 clusters Score: Raw -2102704.596030 + Penalty 1905.538608 = -2100799.057421 nChanged 7 SP:Iteration 92Q (5283.338675 sec): 3 clusters Score: Raw -2102708.168996 + Penalty 1905.538608 = -2100802.630388 nChanged 8 SP:Iteration 93Q (5283.419133 sec): 3 clusters Score: Raw -2102712.666778 + Penalty 1905.538608 = -2100807.128170 nChanged 9 SP:Iteration 94Q (5283.483484 sec): 3 clusters Score: Raw -2102718.378437 + Penalty 1905.538608 = -2100812.839829 nChanged 3 SP:Iteration 95Q (5283.563845 sec): 3 clusters Score: Raw -2102720.238200 + Penalty 1905.538608 = -2100814.699592 nChanged 3 SP:Iteration 96Q (5283.634324 sec): 3 clusters Score: Raw -2102722.422694 + Penalty 1905.538608 = -2100816.884085 nChanged 3 SP:Iteration 97Q (5283.708756 sec): 3 clusters Score: Raw -2102723.768073 + Penalty 1905.538608 = -2100818.229465 nChanged 1 SP:Iteration 98Q (5283.779585 sec): 3 clusters Score: Raw -2102724.166610 + Penalty 1905.538608 = -2100818.628001 nChanged 1 SP:Iteration 99Q (5283.851539 sec): 3 clusters Score: Raw -2102724.576126 + Penalty 1905.538608 = -2100819.037517 nChanged 1 SP:Iteration 100F (5283.919418 sec): 3 clusters Score: Raw -2102724.774555 + Penalty 1905.538608 = -2100819.235946 nChanged 0 Trying to split cluster 8 (15014 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5283.971452 sec): 2 clusters Score: Raw -1425889.656421 + Penalty 913.590146 = -1424976.066275 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5284.040278 sec): 3 clusters Score: Raw -1416794.583216 + Penalty 1827.180292 = -1414967.402924 nChanged 6816 SP:Iteration 1F (5284.105807 sec): 3 clusters Score: Raw -1420807.712103 + Penalty 1827.180292 = -1418980.531811 nChanged 973 SP:Iteration 2F (5284.175445 sec): 3 clusters Score: Raw -1421469.727509 + Penalty 1827.180292 = -1419642.547217 nChanged 1090 SP:Iteration 3F (5284.242868 sec): 3 clusters Score: Raw -1422355.749586 + Penalty 1827.180292 = -1420528.569295 nChanged 1186 SP:Iteration 4F (5284.301033 sec): 3 clusters Score: Raw -1423398.813576 + Penalty 1827.180292 = -1421571.633284 nChanged 1047 SP:Iteration 5F (5284.373741 sec): 3 clusters Score: Raw -1424335.048797 + Penalty 1827.180292 = -1422507.868505 nChanged 808 SP:Iteration 6F (5284.441587 sec): 3 clusters Score: Raw -1425076.713857 + Penalty 1827.180292 = -1423249.533566 nChanged 523 SP:Iteration 7Q (5284.498353 sec): 3 clusters Score: Raw -1425548.444936 + Penalty 1827.180292 = -1423721.264644 nChanged 255 SP:Iteration 8Q (5284.564097 sec): 3 clusters Score: Raw -1425769.148733 + Penalty 1827.180292 = -1423941.968442 nChanged 137 SP:Iteration 9Q (5284.626501 sec): 3 clusters Score: Raw -1425883.520673 + Penalty 1827.180292 = -1424056.340381 nChanged 67 SP:Iteration 10Q (5284.700336 sec): 3 clusters Score: Raw -1425948.367085 + Penalty 1827.180292 = -1424121.186793 nChanged 47 SP:Iteration 11Q (5284.755108 sec): 3 clusters Score: Raw -1425987.849540 + Penalty 1827.180292 = -1424160.669248 nChanged 27 SP:Iteration 12Q (5284.827340 sec): 3 clusters Score: Raw -1426016.793676 + Penalty 1827.180292 = -1424189.613384 nChanged 29 SP:Iteration 13Q (5284.883313 sec): 3 clusters Score: Raw -1426040.901699 + Penalty 1827.180292 = -1424213.721407 nChanged 16 SP:Iteration 14Q (5284.957526 sec): 3 clusters Score: Raw -1426053.223425 + Penalty 1827.180292 = -1424226.043133 nChanged 6 SP:Iteration 15Q (5285.011118 sec): 3 clusters Score: Raw -1426057.255135 + Penalty 1827.180292 = -1424230.074843 nChanged 6 SP:Iteration 16Q (5285.083855 sec): 3 clusters Score: Raw -1426060.440153 + Penalty 1827.180292 = -1424233.259861 nChanged 2 SP:Iteration 17Q (5285.137440 sec): 3 clusters Score: Raw -1426063.821858 + Penalty 1827.180292 = -1424236.641566 nChanged 6 SP:Iteration 18Q (5285.201474 sec): 3 clusters Score: Raw -1426068.907200 + Penalty 1827.180292 = -1424241.726908 nChanged 4 SP:Iteration 19Q (5285.275752 sec): 3 clusters Score: Raw -1426072.330891 + Penalty 1827.180292 = -1424245.150599 nChanged 2 SP:Iteration 20F (5285.342568 sec): 3 clusters Score: Raw -1426073.700653 + Penalty 1827.180292 = -1424246.520361 nChanged 1 SP:Iteration 21Q (5285.405786 sec): 3 clusters Score: Raw -1426074.454382 + Penalty 1827.180292 = -1424247.274090 nChanged 1 SP:Iteration 22Q (5285.469194 sec): 3 clusters Score: Raw -1426075.640077 + Penalty 1827.180292 = -1424248.459785 nChanged 3 SP:Iteration 23Q (5285.522689 sec): 3 clusters Score: Raw -1426079.037503 + Penalty 1827.180292 = -1424251.857211 nChanged 3 SP:Iteration 24Q (5285.580564 sec): 3 clusters Score: Raw -1426081.795415 + Penalty 1827.180292 = -1424254.615123 nChanged 3 SP:Iteration 25Q (5285.648696 sec): 3 clusters Score: Raw -1426083.171831 + Penalty 1827.180292 = -1424255.991539 nChanged 2 SP:Iteration 26Q (5285.702303 sec): 3 clusters Score: Raw -1426086.043673 + Penalty 1827.180292 = -1424258.863382 nChanged 4 SP:Iteration 27Q (5285.756786 sec): 3 clusters Score: Raw -1426088.074490 + Penalty 1827.180292 = -1424260.894198 nChanged 0 SP:Iteration 28F (5285.830592 sec): 3 clusters Score: Raw -1426088.074490 + Penalty 1827.180292 = -1424260.894198 nChanged 0 Trying to split cluster 9 (1934 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5285.850844 sec): 2 clusters Score: Raw -176211.411051 + Penalty 718.897839 = -175492.513212 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5285.901674 sec): 3 clusters Score: Raw -175251.507463 + Penalty 1437.795678 = -173813.711785 nChanged 768 SP:Iteration 1F (5285.952165 sec): 3 clusters Score: Raw -175784.997611 + Penalty 1437.795678 = -174347.201933 nChanged 198 SP:Iteration 2F (5285.994057 sec): 3 clusters Score: Raw -175975.673706 + Penalty 1437.795678 = -174537.878027 nChanged 165 SP:Iteration 3F (5286.044605 sec): 3 clusters Score: Raw -176159.051689 + Penalty 1437.795678 = -174721.256011 nChanged 139 SP:Iteration 4F (5286.095792 sec): 3 clusters Score: Raw -176295.597767 + Penalty 1437.795678 = -174857.802088 nChanged 108 SP:Iteration 5F (5286.145527 sec): 3 clusters Score: Raw -176392.976200 + Penalty 1437.795678 = -174955.180522 nChanged 79 SP:Iteration 6Q (5286.195260 sec): 3 clusters Score: Raw -176456.854671 + Penalty 1437.795678 = -175019.058993 nChanged 44 SP:Iteration 7Q (5286.244662 sec): 3 clusters Score: Raw -176492.861546 + Penalty 1437.795678 = -175055.065868 nChanged 49 SP:Iteration 8Q (5286.296374 sec): 3 clusters Score: Raw -176527.297413 + Penalty 1437.795678 = -175089.501735 nChanged 36 SP:Iteration 9Q (5286.346986 sec): 3 clusters Score: Raw -176553.970032 + Penalty 1437.795678 = -175116.174353 nChanged 34 SP:Iteration 10Q (5286.402486 sec): 3 clusters Score: Raw -176576.144769 + Penalty 1437.795678 = -175138.349090 nChanged 23 SP:Iteration 11Q (5286.443492 sec): 3 clusters Score: Raw -176588.069711 + Penalty 1437.795678 = -175150.274032 nChanged 13 SP:Iteration 12Q (5286.495645 sec): 3 clusters Score: Raw -176593.410513 + Penalty 1437.795678 = -175155.614835 nChanged 7 SP:Iteration 13Q (5286.536418 sec): 3 clusters Score: Raw -176595.783820 + Penalty 1437.795678 = -175157.988141 nChanged 11 SP:Iteration 14Q (5286.593389 sec): 3 clusters Score: Raw -176599.720356 + Penalty 1437.795678 = -175161.924678 nChanged 4 SP:Iteration 15Q (5286.644591 sec): 3 clusters Score: Raw -176601.186931 + Penalty 1437.795678 = -175163.391253 nChanged 2 SP:Iteration 16Q (5286.683510 sec): 3 clusters Score: Raw -176601.493003 + Penalty 1437.795678 = -175163.697325 nChanged 2 SP:Iteration 17Q (5286.732214 sec): 3 clusters Score: Raw -176602.385891 + Penalty 1437.795678 = -175164.590212 nChanged 2 SP:Iteration 18Q (5286.782369 sec): 3 clusters Score: Raw -176602.671032 + Penalty 1437.795678 = -175164.875353 nChanged 1 SP:Iteration 19Q (5286.832583 sec): 3 clusters Score: Raw -176603.022265 + Penalty 1437.795678 = -175165.226587 nChanged 4 SP:Iteration 20F (5286.894775 sec): 3 clusters Score: Raw -176604.316959 + Penalty 1437.795678 = -175166.521280 nChanged 2 SP:Iteration 21Q (5286.933869 sec): 3 clusters Score: Raw -176604.734263 + Penalty 1437.795678 = -175166.938584 nChanged 1 SP:Iteration 22Q (5286.984284 sec): 3 clusters Score: Raw -176604.874852 + Penalty 1437.795678 = -175167.079173 nChanged 0 SP:Iteration 23F (5287.024721 sec): 3 clusters Score: Raw -176604.874852 + Penalty 1437.795678 = -175167.079173 nChanged 0 Trying to split cluster 10 (68958 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5287.115128 sec): 2 clusters Score: Raw -6538504.473546 + Penalty 1058.419026 = -6537446.054520 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5287.245098 sec): 3 clusters Score: Raw -6493373.568146 + Penalty 2116.838051 = -6491256.730095 nChanged 33085 SP:Iteration 1F (5287.373760 sec): 3 clusters Score: Raw -6513400.537593 + Penalty 2116.838051 = -6511283.699541 nChanged 3628 SP:Iteration 2F (5287.501967 sec): 3 clusters Score: Raw -6515053.631981 + Penalty 2116.838051 = -6512936.793930 nChanged 4616 SP:Iteration 3F (5287.628384 sec): 3 clusters Score: Raw -6518005.156285 + Penalty 2116.838051 = -6515888.318234 nChanged 5998 SP:Iteration 4F (5287.749490 sec): 3 clusters Score: Raw -6523096.458039 + Penalty 2116.838051 = -6520979.619988 nChanged 6543 SP:Iteration 5F (5287.871342 sec): 3 clusters Score: Raw -6529520.958033 + Penalty 2116.838051 = -6527404.119982 nChanged 4918 SP:Iteration 6F (5287.989082 sec): 3 clusters Score: Raw -6534557.424226 + Penalty 2116.838051 = -6532440.586174 nChanged 2571 SP:Iteration 7Q (5288.110434 sec): 3 clusters Score: Raw -6537030.548390 + Penalty 2116.838051 = -6534913.710338 nChanged 1039 SP:Iteration 8Q (5288.245821 sec): 3 clusters Score: Raw -6537953.015822 + Penalty 2116.838051 = -6535836.177770 nChanged 469 SP:Iteration 9Q (5288.359377 sec): 3 clusters Score: Raw -6538327.896056 + Penalty 2116.838051 = -6536211.058005 nChanged 214 SP:Iteration 10Q (5288.479903 sec): 3 clusters Score: Raw -6538483.518692 + Penalty 2116.838051 = -6536366.680640 nChanged 112 SP:Iteration 11Q (5288.600241 sec): 3 clusters Score: Raw -6538562.398965 + Penalty 2116.838051 = -6536445.560914 nChanged 61 SP:Iteration 12Q (5288.711540 sec): 3 clusters Score: Raw -6538598.062996 + Penalty 2116.838051 = -6536481.224945 nChanged 43 SP:Iteration 13Q (5288.824330 sec): 3 clusters Score: Raw -6538627.683796 + Penalty 2116.838051 = -6536510.845744 nChanged 35 SP:Iteration 14Q (5288.939317 sec): 3 clusters Score: Raw -6538645.406025 + Penalty 2116.838051 = -6536528.567973 nChanged 19 SP:Iteration 15Q (5289.056802 sec): 3 clusters Score: Raw -6538655.810003 + Penalty 2116.838051 = -6536538.971951 nChanged 16 SP:Iteration 16Q (5289.167313 sec): 3 clusters Score: Raw -6538664.974742 + Penalty 2116.838051 = -6536548.136691 nChanged 16 SP:Iteration 17Q (5289.282893 sec): 3 clusters Score: Raw -6538674.587154 + Penalty 2116.838051 = -6536557.749103 nChanged 16 SP:Iteration 18Q (5289.393692 sec): 3 clusters Score: Raw -6538683.436793 + Penalty 2116.838051 = -6536566.598742 nChanged 9 SP:Iteration 19Q (5289.502954 sec): 3 clusters Score: Raw -6538686.334174 + Penalty 2116.838051 = -6536569.496122 nChanged 5 SP:Iteration 20F (5289.635226 sec): 3 clusters Score: Raw -6538689.438479 + Penalty 2116.838051 = -6536572.600427 nChanged 6 SP:Iteration 21Q (5289.750266 sec): 3 clusters Score: Raw -6538692.533137 + Penalty 2116.838051 = -6536575.695085 nChanged 4 SP:Iteration 22Q (5289.865710 sec): 3 clusters Score: Raw -6538694.522269 + Penalty 2116.838051 = -6536577.684217 nChanged 3 SP:Iteration 23Q (5289.972678 sec): 3 clusters Score: Raw -6538695.479345 + Penalty 2116.838051 = -6536578.641294 nChanged 2 SP:Iteration 24Q (5290.084586 sec): 3 clusters Score: Raw -6538695.801028 + Penalty 2116.838051 = -6536578.962976 nChanged 5 SP:Iteration 25Q (5290.206393 sec): 3 clusters Score: Raw -6538697.313412 + Penalty 2116.838051 = -6536580.475360 nChanged 3 SP:Iteration 26Q (5290.326755 sec): 3 clusters Score: Raw -6538698.216221 + Penalty 2116.838051 = -6536581.378169 nChanged 2 SP:Iteration 27Q (5290.438213 sec): 3 clusters Score: Raw -6538699.295083 + Penalty 2116.838051 = -6536582.457032 nChanged 1 SP:Iteration 28Q (5290.557921 sec): 3 clusters Score: Raw -6538699.792870 + Penalty 2116.838051 = -6536582.954819 nChanged 0 SP:Iteration 29F (5290.698099 sec): 3 clusters Score: Raw -6538699.792870 + Penalty 2116.838051 = -6536582.954819 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5290.728830 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5290.778009 sec): 3 clusters Score: Raw -16203.439963 + Penalty 1023.054062 = -15180.385901 nChanged 47 SP:Iteration 1F (5290.809880 sec): 3 clusters Score: Raw -16278.284220 + Penalty 1023.054062 = -15255.230158 nChanged 13 SP:Iteration 2F (5290.869307 sec): 3 clusters Score: Raw -16299.547136 + Penalty 1023.054062 = -15276.493074 nChanged 5 SP:Iteration 3Q (5290.906743 sec): 3 clusters Score: Raw -16305.075996 + Penalty 1023.054062 = -15282.021934 nChanged 4 SP:Iteration 4Q (5290.955673 sec): 3 clusters Score: Raw -16309.607434 + Penalty 1023.054062 = -15286.553372 nChanged 2 SP:Iteration 5Q (5291.004779 sec): 3 clusters Score: Raw -16312.060796 + Penalty 1023.054062 = -15289.006734 nChanged 0 SP:Iteration 6F (5291.048439 sec): 3 clusters Score: Raw -16312.060796 + Penalty 1023.054062 = -15289.006734 nChanged 0 Trying to split cluster 12 (25395 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5291.112583 sec): 2 clusters Score: Raw -2258897.550284 + Penalty 963.519220 = -2257934.031063 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5291.189054 sec): 3 clusters Score: Raw -2242892.061879 + Penalty 1927.038441 = -2240965.023438 nChanged 11865 SP:Iteration 1F (5291.270715 sec): 3 clusters Score: Raw -2250003.552592 + Penalty 1927.038441 = -2248076.514151 nChanged 1323 SP:Iteration 2F (5291.349628 sec): 3 clusters Score: Raw -2250593.269470 + Penalty 1927.038441 = -2248666.231029 nChanged 1424 SP:Iteration 3F (5291.416779 sec): 3 clusters Score: Raw -2251359.737067 + Penalty 1927.038441 = -2249432.698626 nChanged 1535 SP:Iteration 4F (5291.494284 sec): 3 clusters Score: Raw -2252358.979077 + Penalty 1927.038441 = -2250431.940636 nChanged 1659 SP:Iteration 5F (5291.574319 sec): 3 clusters Score: Raw -2253650.463733 + Penalty 1927.038441 = -2251723.425292 nChanged 1789 SP:Iteration 6F (5291.655311 sec): 3 clusters Score: Raw -2255110.651867 + Penalty 1927.038441 = -2253183.613426 nChanged 1649 SP:Iteration 7F (5291.720489 sec): 3 clusters Score: Raw -2256492.868895 + Penalty 1927.038441 = -2254565.830454 nChanged 1344 SP:Iteration 8F (5291.801927 sec): 3 clusters Score: Raw -2257501.518283 + Penalty 1927.038441 = -2255574.479842 nChanged 878 SP:Iteration 9Q (5291.884541 sec): 3 clusters Score: Raw -2258084.957249 + Penalty 1927.038441 = -2256157.918808 nChanged 541 SP:Iteration 10Q (5291.974164 sec): 3 clusters Score: Raw -2258356.633193 + Penalty 1927.038441 = -2256429.594752 nChanged 358 SP:Iteration 11Q (5292.053980 sec): 3 clusters Score: Raw -2258493.225995 + Penalty 1927.038441 = -2256566.187554 nChanged 275 SP:Iteration 12Q (5292.122265 sec): 3 clusters Score: Raw -2258584.795459 + Penalty 1927.038441 = -2256657.757018 nChanged 236 SP:Iteration 13Q (5292.207034 sec): 3 clusters Score: Raw -2258653.296157 + Penalty 1927.038441 = -2256726.257716 nChanged 187 SP:Iteration 14Q (5292.282439 sec): 3 clusters Score: Raw -2258700.812989 + Penalty 1927.038441 = -2256773.774548 nChanged 166 SP:Iteration 15Q (5292.370265 sec): 3 clusters Score: Raw -2258733.447490 + Penalty 1927.038441 = -2256806.409049 nChanged 137 SP:Iteration 16Q (5292.443812 sec): 3 clusters Score: Raw -2258755.452496 + Penalty 1927.038441 = -2256828.414055 nChanged 130 SP:Iteration 17Q (5292.532139 sec): 3 clusters Score: Raw -2258773.949175 + Penalty 1927.038441 = -2256846.910734 nChanged 115 SP:Iteration 18Q (5292.612119 sec): 3 clusters Score: Raw -2258794.213117 + Penalty 1927.038441 = -2256867.174676 nChanged 117 SP:Iteration 19Q (5292.683579 sec): 3 clusters Score: Raw -2258811.429211 + Penalty 1927.038441 = -2256884.390770 nChanged 102 SP:Iteration 20F (5292.763547 sec): 3 clusters Score: Raw -2258823.826208 + Penalty 1927.038441 = -2256896.787767 nChanged 99 SP:Iteration 21Q (5292.836973 sec): 3 clusters Score: Raw -2258836.958245 + Penalty 1927.038441 = -2256909.919804 nChanged 112 SP:Iteration 22Q (5292.915848 sec): 3 clusters Score: Raw -2258852.218058 + Penalty 1927.038441 = -2256925.179617 nChanged 103 SP:Iteration 23Q (5292.994261 sec): 3 clusters Score: Raw -2258866.966914 + Penalty 1927.038441 = -2256939.928473 nChanged 91 SP:Iteration 24Q (5293.072773 sec): 3 clusters Score: Raw -2258878.808024 + Penalty 1927.038441 = -2256951.769583 nChanged 87 SP:Iteration 25Q (5293.156556 sec): 3 clusters Score: Raw -2258890.158764 + Penalty 1927.038441 = -2256963.120323 nChanged 86 SP:Iteration 26Q (5293.222903 sec): 3 clusters Score: Raw -2258899.658838 + Penalty 1927.038441 = -2256972.620397 nChanged 77 SP:Iteration 27Q (5293.304544 sec): 3 clusters Score: Raw -2258907.898339 + Penalty 1927.038441 = -2256980.859898 nChanged 81 SP:Iteration 28Q (5293.377156 sec): 3 clusters Score: Raw -2258915.682411 + Penalty 1927.038441 = -2256988.643970 nChanged 76 SP:Iteration 29Q (5293.447729 sec): 3 clusters Score: Raw -2258923.531455 + Penalty 1927.038441 = -2256996.493014 nChanged 63 SP:Iteration 30Q (5293.535870 sec): 3 clusters Score: Raw -2258930.163440 + Penalty 1927.038441 = -2257003.124999 nChanged 61 SP:Iteration 31Q (5293.609777 sec): 3 clusters Score: Raw -2258936.191703 + Penalty 1927.038441 = -2257009.153262 nChanged 54 SP:Iteration 32Q (5293.681461 sec): 3 clusters Score: Raw -2258941.917872 + Penalty 1927.038441 = -2257014.879431 nChanged 65 SP:Iteration 33Q (5293.758096 sec): 3 clusters Score: Raw -2258948.843595 + Penalty 1927.038441 = -2257021.805155 nChanged 69 SP:Iteration 34Q (5293.823494 sec): 3 clusters Score: Raw -2258956.752257 + Penalty 1927.038441 = -2257029.713816 nChanged 64 SP:Iteration 35Q (5293.899298 sec): 3 clusters Score: Raw -2258963.171286 + Penalty 1927.038441 = -2257036.132845 nChanged 66 SP:Iteration 36Q (5293.975599 sec): 3 clusters Score: Raw -2258968.524528 + Penalty 1927.038441 = -2257041.486088 nChanged 64 SP:Iteration 37Q (5294.046500 sec): 3 clusters Score: Raw -2258973.886160 + Penalty 1927.038441 = -2257046.847719 nChanged 60 SP:Iteration 38Q (5294.122471 sec): 3 clusters Score: Raw -2258978.916898 + Penalty 1927.038441 = -2257051.878457 nChanged 50 SP:Iteration 39Q (5294.198599 sec): 3 clusters Score: Raw -2258983.089105 + Penalty 1927.038441 = -2257056.050664 nChanged 36 SP:Iteration 40F (5294.274393 sec): 3 clusters Score: Raw -2258985.595198 + Penalty 1927.038441 = -2257058.556757 nChanged 38 SP:Iteration 41Q (5294.347767 sec): 3 clusters Score: Raw -2258988.277810 + Penalty 1927.038441 = -2257061.239369 nChanged 43 SP:Iteration 42Q (5294.418804 sec): 3 clusters Score: Raw -2258991.553733 + Penalty 1927.038441 = -2257064.515292 nChanged 44 SP:Iteration 43Q (5294.485785 sec): 3 clusters Score: Raw -2258995.175019 + Penalty 1927.038441 = -2257068.136578 nChanged 44 SP:Iteration 44Q (5294.561425 sec): 3 clusters Score: Raw -2258997.974488 + Penalty 1927.038441 = -2257070.936047 nChanged 34 SP:Iteration 45Q (5294.638421 sec): 3 clusters Score: Raw -2258999.922073 + Penalty 1927.038441 = -2257072.883632 nChanged 25 SP:Iteration 46Q (5294.708903 sec): 3 clusters Score: Raw -2259001.165147 + Penalty 1927.038441 = -2257074.126706 nChanged 22 SP:Iteration 47Q (5294.784869 sec): 3 clusters Score: Raw -2259002.553646 + Penalty 1927.038441 = -2257075.515205 nChanged 19 SP:Iteration 48Q (5294.861993 sec): 3 clusters Score: Raw -2259003.714293 + Penalty 1927.038441 = -2257076.675853 nChanged 15 SP:Iteration 49Q (5294.930273 sec): 3 clusters Score: Raw -2259004.345299 + Penalty 1927.038441 = -2257077.306858 nChanged 14 SP:Iteration 50Q (5295.006012 sec): 3 clusters Score: Raw -2259005.043136 + Penalty 1927.038441 = -2257078.004695 nChanged 10 SP:Iteration 51Q (5295.085147 sec): 3 clusters Score: Raw -2259005.475196 + Penalty 1927.038441 = -2257078.436755 nChanged 16 SP:Iteration 52Q (5295.163010 sec): 3 clusters Score: Raw -2259006.276009 + Penalty 1927.038441 = -2257079.237568 nChanged 15 SP:Iteration 53Q (5295.241023 sec): 3 clusters Score: Raw -2259006.878504 + Penalty 1927.038441 = -2257079.840064 nChanged 9 SP:Iteration 54Q (5295.306471 sec): 3 clusters Score: Raw -2259007.071814 + Penalty 1927.038441 = -2257080.033373 nChanged 5 SP:Iteration 55Q (5295.382548 sec): 3 clusters Score: Raw -2259007.192258 + Penalty 1927.038441 = -2257080.153817 nChanged 5 SP:Iteration 56Q (5295.466175 sec): 3 clusters Score: Raw -2259007.364870 + Penalty 1927.038441 = -2257080.326429 nChanged 7 SP:Iteration 57Q (5295.544832 sec): 3 clusters Score: Raw -2259007.663964 + Penalty 1927.038441 = -2257080.625523 nChanged 4 SP:Iteration 58Q (5295.623428 sec): 3 clusters Score: Raw -2259007.817179 + Penalty 1927.038441 = -2257080.778738 nChanged 6 SP:Iteration 59Q (5295.702573 sec): 3 clusters Score: Raw -2259008.178487 + Penalty 1927.038441 = -2257081.140046 nChanged 7 SP:Iteration 60F (5295.752484 sec): 3 clusters Score: Raw -2259008.409525 + Penalty 1927.038441 = -2257081.371084 nChanged 3 SP:Iteration 61Q (5295.806503 sec): 3 clusters Score: Raw -2259008.458743 + Penalty 1927.038441 = -2257081.420302 nChanged 1 SP:Iteration 62Q (5295.847458 sec): 3 clusters Score: Raw -2259008.480510 + Penalty 1927.038441 = -2257081.442069 nChanged 2 SP:Iteration 63Q (5295.934392 sec): 3 clusters Score: Raw -2259008.519368 + Penalty 1927.038441 = -2257081.480927 nChanged 3 SP:Iteration 64Q (5296.008276 sec): 3 clusters Score: Raw -2259008.574867 + Penalty 1927.038441 = -2257081.536427 nChanged 0 SP:Iteration 65F (5296.084762 sec): 3 clusters Score: Raw -2259008.574867 + Penalty 1927.038441 = -2257081.536427 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5296.142118 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5296.222354 sec): 3 clusters Score: Raw -2659498.206572 + Penalty 1947.550096 = -2657550.656476 nChanged 13316 SP:Iteration 1F (5296.301389 sec): 3 clusters Score: Raw -2667349.818580 + Penalty 1947.550096 = -2665402.268484 nChanged 1462 SP:Iteration 2F (5296.386349 sec): 3 clusters Score: Raw -2668001.554252 + Penalty 1947.550096 = -2666054.004156 nChanged 1557 SP:Iteration 3F (5296.469397 sec): 3 clusters Score: Raw -2668885.138688 + Penalty 1947.550096 = -2666937.588592 nChanged 1822 SP:Iteration 4F (5296.552695 sec): 3 clusters Score: Raw -2670264.534302 + Penalty 1947.550096 = -2668316.984206 nChanged 1978 SP:Iteration 5F (5296.621031 sec): 3 clusters Score: Raw -2672131.684165 + Penalty 1947.550096 = -2670184.134069 nChanged 2073 SP:Iteration 6F (5296.709313 sec): 3 clusters Score: Raw -2674030.541795 + Penalty 1947.550096 = -2672082.991699 nChanged 1676 SP:Iteration 7F (5296.788544 sec): 3 clusters Score: Raw -2675101.744024 + Penalty 1947.550096 = -2673154.193928 nChanged 1059 SP:Iteration 8Q (5296.861760 sec): 3 clusters Score: Raw -2675559.131499 + Penalty 1947.550096 = -2673611.581403 nChanged 711 SP:Iteration 9Q (5296.940063 sec): 3 clusters Score: Raw -2675811.490080 + Penalty 1947.550096 = -2673863.939984 nChanged 519 SP:Iteration 10Q (5297.025066 sec): 3 clusters Score: Raw -2675981.015803 + Penalty 1947.550096 = -2674033.465706 nChanged 449 SP:Iteration 11Q (5297.115162 sec): 3 clusters Score: Raw -2676115.181299 + Penalty 1947.550096 = -2674167.631203 nChanged 424 SP:Iteration 12Q (5297.197788 sec): 3 clusters Score: Raw -2676241.215628 + Penalty 1947.550096 = -2674293.665532 nChanged 370 SP:Iteration 13Q (5297.276819 sec): 3 clusters Score: Raw -2676341.827158 + Penalty 1947.550096 = -2674394.277062 nChanged 350 SP:Iteration 14Q (5297.356639 sec): 3 clusters Score: Raw -2676425.547953 + Penalty 1947.550096 = -2674477.997857 nChanged 305 SP:Iteration 15Q (5297.422375 sec): 3 clusters Score: Raw -2676492.584017 + Penalty 1947.550096 = -2674545.033920 nChanged 270 SP:Iteration 16Q (5297.497040 sec): 3 clusters Score: Raw -2676546.355470 + Penalty 1947.550096 = -2674598.805374 nChanged 260 SP:Iteration 17Q (5297.567166 sec): 3 clusters Score: Raw -2676597.295915 + Penalty 1947.550096 = -2674649.745819 nChanged 242 SP:Iteration 18Q (5297.612969 sec): 3 clusters Score: Raw -2676641.191910 + Penalty 1947.550096 = -2674693.641814 nChanged 229 SP:Iteration 19Q (5297.659808 sec): 3 clusters Score: Raw -2676680.574791 + Penalty 1947.550096 = -2674733.024695 nChanged 207 SP:Iteration 20F (5297.707995 sec): 3 clusters Score: Raw -2676712.888116 + Penalty 1947.550096 = -2674765.338020 nChanged 181 SP:Iteration 21Q (5297.755069 sec): 3 clusters Score: Raw -2676739.254039 + Penalty 1947.550096 = -2674791.703943 nChanged 155 SP:Iteration 22Q (5297.801820 sec): 3 clusters Score: Raw -2676756.796637 + Penalty 1947.550096 = -2674809.246540 nChanged 118 SP:Iteration 23Q (5297.848408 sec): 3 clusters Score: Raw -2676768.360578 + Penalty 1947.550096 = -2674820.810482 nChanged 109 SP:Iteration 24Q (5297.895250 sec): 3 clusters Score: Raw -2676778.454291 + Penalty 1947.550096 = -2674830.904195 nChanged 109 SP:Iteration 25Q (5297.942085 sec): 3 clusters Score: Raw -2676789.809268 + Penalty 1947.550096 = -2674842.259172 nChanged 108 SP:Iteration 26Q (5297.988870 sec): 3 clusters Score: Raw -2676801.248193 + Penalty 1947.550096 = -2674853.698097 nChanged 107 SP:Iteration 27Q (5298.035239 sec): 3 clusters Score: Raw -2676814.570969 + Penalty 1947.550096 = -2674867.020873 nChanged 115 SP:Iteration 28Q (5298.115506 sec): 3 clusters Score: Raw -2676827.583326 + Penalty 1947.550096 = -2674880.033230 nChanged 96 SP:Iteration 29Q (5298.213270 sec): 3 clusters Score: Raw -2676836.403679 + Penalty 1947.550096 = -2674888.853582 nChanged 95 SP:Iteration 30Q (5298.291403 sec): 3 clusters Score: Raw -2676844.597485 + Penalty 1947.550096 = -2674897.047389 nChanged 86 SP:Iteration 31Q (5298.374550 sec): 3 clusters Score: Raw -2676852.264048 + Penalty 1947.550096 = -2674904.713952 nChanged 88 SP:Iteration 32Q (5298.462397 sec): 3 clusters Score: Raw -2676860.836910 + Penalty 1947.550096 = -2674913.286814 nChanged 88 SP:Iteration 33Q (5298.531492 sec): 3 clusters Score: Raw -2676868.453766 + Penalty 1947.550096 = -2674920.903670 nChanged 85 SP:Iteration 34Q (5298.608376 sec): 3 clusters Score: Raw -2676874.815337 + Penalty 1947.550096 = -2674927.265241 nChanged 61 SP:Iteration 35Q (5298.690921 sec): 3 clusters Score: Raw -2676878.848301 + Penalty 1947.550096 = -2674931.298205 nChanged 58 SP:Iteration 36Q (5298.776888 sec): 3 clusters Score: Raw -2676883.108627 + Penalty 1947.550096 = -2674935.558531 nChanged 59 SP:Iteration 37Q (5298.853098 sec): 3 clusters Score: Raw -2676888.072750 + Penalty 1947.550096 = -2674940.522654 nChanged 74 SP:Iteration 38Q (5298.938000 sec): 3 clusters Score: Raw -2676894.040348 + Penalty 1947.550096 = -2674946.490252 nChanged 55 SP:Iteration 39Q (5299.020361 sec): 3 clusters Score: Raw -2676898.838011 + Penalty 1947.550096 = -2674951.287914 nChanged 63 SP:Iteration 40F (5299.106518 sec): 3 clusters Score: Raw -2676904.213911 + Penalty 1947.550096 = -2674956.663815 nChanged 58 SP:Iteration 41Q (5299.202977 sec): 3 clusters Score: Raw -2676908.738177 + Penalty 1947.550096 = -2674961.188081 nChanged 61 SP:Iteration 42Q (5299.275716 sec): 3 clusters Score: Raw -2676913.614382 + Penalty 1947.550096 = -2674966.064286 nChanged 64 SP:Iteration 43Q (5299.369245 sec): 3 clusters Score: Raw -2676919.211886 + Penalty 1947.550096 = -2674971.661790 nChanged 68 SP:Iteration 44Q (5299.438518 sec): 3 clusters Score: Raw -2676923.820274 + Penalty 1947.550096 = -2674976.270178 nChanged 66 SP:Iteration 45Q (5299.519056 sec): 3 clusters Score: Raw -2676928.541182 + Penalty 1947.550096 = -2674980.991086 nChanged 70 SP:Iteration 46Q (5299.609831 sec): 3 clusters Score: Raw -2676934.121705 + Penalty 1947.550096 = -2674986.571609 nChanged 73 SP:Iteration 47Q (5299.700592 sec): 3 clusters Score: Raw -2676939.671118 + Penalty 1947.550096 = -2674992.121022 nChanged 59 SP:Iteration 48Q (5299.785553 sec): 3 clusters Score: Raw -2676944.070838 + Penalty 1947.550096 = -2674996.520741 nChanged 62 SP:Iteration 49Q (5299.857415 sec): 3 clusters Score: Raw -2676949.041055 + Penalty 1947.550096 = -2675001.490958 nChanged 61 SP:Iteration 50Q (5299.942226 sec): 3 clusters Score: Raw -2676955.138357 + Penalty 1947.550096 = -2675007.588261 nChanged 77 SP:Iteration 51Q (5300.025249 sec): 3 clusters Score: Raw -2676963.738370 + Penalty 1947.550096 = -2675016.188274 nChanged 101 SP:Iteration 52Q (5300.123028 sec): 3 clusters Score: Raw -2676977.392940 + Penalty 1947.550096 = -2675029.842844 nChanged 113 SP:Iteration 53Q (5300.207457 sec): 3 clusters Score: Raw -2676995.044439 + Penalty 1947.550096 = -2675047.494343 nChanged 118 SP:Iteration 54Q (5300.292385 sec): 3 clusters Score: Raw -2677015.126301 + Penalty 1947.550096 = -2675067.576204 nChanged 146 SP:Iteration 55Q (5300.377285 sec): 3 clusters Score: Raw -2677045.475146 + Penalty 1947.550096 = -2675097.925050 nChanged 166 SP:Iteration 56Q (5300.460948 sec): 3 clusters Score: Raw -2677086.900597 + Penalty 1947.550096 = -2675139.350501 nChanged 206 SP:Iteration 57Q (5300.546592 sec): 3 clusters Score: Raw -2677156.079636 + Penalty 1947.550096 = -2675208.529540 nChanged 262 SP:Iteration 58Q (5300.618617 sec): 3 clusters Score: Raw -2677254.360373 + Penalty 1947.550096 = -2675306.810277 nChanged 262 SP:Iteration 59Q (5300.709284 sec): 3 clusters Score: Raw -2677350.052636 + Penalty 1947.550096 = -2675402.502540 nChanged 246 SP:Iteration 60F (5300.790229 sec): 3 clusters Score: Raw -2677434.896419 + Penalty 1947.550096 = -2675487.346322 nChanged 226 SP:Iteration 61Q (5300.886810 sec): 3 clusters Score: Raw -2677494.746576 + Penalty 1947.550096 = -2675547.196480 nChanged 204 SP:Iteration 62Q (5300.971227 sec): 3 clusters Score: Raw -2677536.817364 + Penalty 1947.550096 = -2675589.267267 nChanged 167 SP:Iteration 63Q (5301.045704 sec): 3 clusters Score: Raw -2677566.683942 + Penalty 1947.550096 = -2675619.133846 nChanged 146 SP:Iteration 64Q (5301.114888 sec): 3 clusters Score: Raw -2677589.483566 + Penalty 1947.550096 = -2675641.933469 nChanged 143 SP:Iteration 65Q (5301.168040 sec): 3 clusters Score: Raw -2677610.261103 + Penalty 1947.550096 = -2675662.711007 nChanged 139 SP:Iteration 66Q (5301.223374 sec): 3 clusters Score: Raw -2677628.373576 + Penalty 1947.550096 = -2675680.823480 nChanged 135 SP:Iteration 67Q (5301.304534 sec): 3 clusters Score: Raw -2677645.984239 + Penalty 1947.550096 = -2675698.434142 nChanged 124 SP:Iteration 68Q (5301.390901 sec): 3 clusters Score: Raw -2677662.253146 + Penalty 1947.550096 = -2675714.703050 nChanged 133 SP:Iteration 69Q (5301.459027 sec): 3 clusters Score: Raw -2677678.908618 + Penalty 1947.550096 = -2675731.358522 nChanged 135 SP:Iteration 70Q (5301.534756 sec): 3 clusters Score: Raw -2677695.333451 + Penalty 1947.550096 = -2675747.783354 nChanged 119 SP:Iteration 71Q (5301.617620 sec): 3 clusters Score: Raw -2677709.276545 + Penalty 1947.550096 = -2675761.726449 nChanged 145 SP:Iteration 72Q (5301.699139 sec): 3 clusters Score: Raw -2677726.800584 + Penalty 1947.550096 = -2675779.250488 nChanged 146 SP:Iteration 73Q (5301.786007 sec): 3 clusters Score: Raw -2677746.736942 + Penalty 1947.550096 = -2675799.186846 nChanged 154 SP:Iteration 74Q (5301.867151 sec): 3 clusters Score: Raw -2677769.336579 + Penalty 1947.550096 = -2675821.786483 nChanged 159 SP:Iteration 75Q (5301.945564 sec): 3 clusters Score: Raw -2677791.885858 + Penalty 1947.550096 = -2675844.335762 nChanged 141 SP:Iteration 76Q (5302.025446 sec): 3 clusters Score: Raw -2677809.854808 + Penalty 1947.550096 = -2675862.304711 nChanged 135 SP:Iteration 77Q (5302.120142 sec): 3 clusters Score: Raw -2677825.646732 + Penalty 1947.550096 = -2675878.096636 nChanged 129 SP:Iteration 78Q (5302.191430 sec): 3 clusters Score: Raw -2677842.264271 + Penalty 1947.550096 = -2675894.714175 nChanged 148 SP:Iteration 79Q (5302.275275 sec): 3 clusters Score: Raw -2677861.309734 + Penalty 1947.550096 = -2675913.759638 nChanged 130 SP:Iteration 80F (5302.352054 sec): 3 clusters Score: Raw -2677876.442712 + Penalty 1947.550096 = -2675928.892615 nChanged 142 SP:Iteration 81Q (5302.437432 sec): 3 clusters Score: Raw -2677893.716946 + Penalty 1947.550096 = -2675946.166850 nChanged 129 SP:Iteration 82Q (5302.521196 sec): 3 clusters Score: Raw -2677909.536853 + Penalty 1947.550096 = -2675961.986757 nChanged 120 SP:Iteration 83Q (5302.596021 sec): 3 clusters Score: Raw -2677924.240932 + Penalty 1947.550096 = -2675976.690836 nChanged 122 SP:Iteration 84Q (5302.674182 sec): 3 clusters Score: Raw -2677939.311501 + Penalty 1947.550096 = -2675991.761405 nChanged 127 SP:Iteration 85Q (5302.758800 sec): 3 clusters Score: Raw -2677954.436026 + Penalty 1947.550096 = -2676006.885930 nChanged 111 SP:Iteration 86Q (5302.828117 sec): 3 clusters Score: Raw -2677967.532651 + Penalty 1947.550096 = -2676019.982555 nChanged 115 SP:Iteration 87Q (5302.903912 sec): 3 clusters Score: Raw -2677980.569922 + Penalty 1947.550096 = -2676033.019825 nChanged 111 SP:Iteration 88Q (5302.985346 sec): 3 clusters Score: Raw -2677992.864787 + Penalty 1947.550096 = -2676045.314691 nChanged 93 SP:Iteration 89Q (5303.069485 sec): 3 clusters Score: Raw -2678002.122894 + Penalty 1947.550096 = -2676054.572798 nChanged 97 SP:Iteration 90Q (5303.140037 sec): 3 clusters Score: Raw -2678011.051523 + Penalty 1947.550096 = -2676063.501427 nChanged 86 SP:Iteration 91Q (5303.215427 sec): 3 clusters Score: Raw -2678020.057722 + Penalty 1947.550096 = -2676072.507626 nChanged 101 SP:Iteration 92Q (5303.296507 sec): 3 clusters Score: Raw -2678031.378739 + Penalty 1947.550096 = -2676083.828643 nChanged 93 SP:Iteration 93Q (5303.379709 sec): 3 clusters Score: Raw -2678041.850255 + Penalty 1947.550096 = -2676094.300159 nChanged 113 SP:Iteration 94Q (5303.463947 sec): 3 clusters Score: Raw -2678055.236602 + Penalty 1947.550096 = -2676107.686506 nChanged 106 SP:Iteration 95Q (5303.547596 sec): 3 clusters Score: Raw -2678067.824177 + Penalty 1947.550096 = -2676120.274081 nChanged 105 SP:Iteration 96Q (5303.631242 sec): 3 clusters Score: Raw -2678080.956540 + Penalty 1947.550096 = -2676133.406444 nChanged 100 SP:Iteration 97Q (5303.706962 sec): 3 clusters Score: Raw -2678092.035262 + Penalty 1947.550096 = -2676144.485166 nChanged 89 SP:Iteration 98Q (5303.793363 sec): 3 clusters Score: Raw -2678101.695136 + Penalty 1947.550096 = -2676154.145040 nChanged 105 SP:Iteration 99Q (5303.874014 sec): 3 clusters Score: Raw -2678112.923303 + Penalty 1947.550096 = -2676165.373207 nChanged 90 SP:Iteration 100F (5303.945931 sec): 3 clusters Score: Raw -2678122.115332 + Penalty 1947.550096 = -2676174.565236 nChanged 84 SP:Iteration 101Q (5304.023044 sec): 3 clusters Score: Raw -2678130.152852 + Penalty 1947.550096 = -2676182.602756 nChanged 79 SP:Iteration 102Q (5304.102212 sec): 3 clusters Score: Raw -2678138.369815 + Penalty 1947.550096 = -2676190.819719 nChanged 85 SP:Iteration 103Q (5304.195188 sec): 3 clusters Score: Raw -2678146.913135 + Penalty 1947.550096 = -2676199.363038 nChanged 79 SP:Iteration 104Q (5304.270962 sec): 3 clusters Score: Raw -2678154.990039 + Penalty 1947.550096 = -2676207.439943 nChanged 79 SP:Iteration 105Q (5304.354183 sec): 3 clusters Score: Raw -2678162.538816 + Penalty 1947.550096 = -2676214.988720 nChanged 64 SP:Iteration 106Q (5304.431511 sec): 3 clusters Score: Raw -2678167.536552 + Penalty 1947.550096 = -2676219.986456 nChanged 63 SP:Iteration 107Q (5304.515875 sec): 3 clusters Score: Raw -2678172.694279 + Penalty 1947.550096 = -2676225.144182 nChanged 58 SP:Iteration 108Q (5304.589576 sec): 3 clusters Score: Raw -2678177.427947 + Penalty 1947.550096 = -2676229.877851 nChanged 69 SP:Iteration 109Q (5304.663193 sec): 3 clusters Score: Raw -2678183.610988 + Penalty 1947.550096 = -2676236.060892 nChanged 79 SP:Iteration 110Q (5304.750462 sec): 3 clusters Score: Raw -2678191.746858 + Penalty 1947.550096 = -2676244.196761 nChanged 85 SP:Iteration 111Q (5304.824474 sec): 3 clusters Score: Raw -2678200.566267 + Penalty 1947.550096 = -2676253.016170 nChanged 84 SP:Iteration 112Q (5304.906054 sec): 3 clusters Score: Raw -2678208.572785 + Penalty 1947.550096 = -2676261.022689 nChanged 75 SP:Iteration 113Q (5304.989190 sec): 3 clusters Score: Raw -2678214.690463 + Penalty 1947.550096 = -2676267.140367 nChanged 72 SP:Iteration 114Q (5305.058639 sec): 3 clusters Score: Raw -2678220.667159 + Penalty 1947.550096 = -2676273.117063 nChanged 53 SP:Iteration 115Q (5305.130068 sec): 3 clusters Score: Raw -2678223.933304 + Penalty 1947.550096 = -2676276.383207 nChanged 47 SP:Iteration 116Q (5305.217522 sec): 3 clusters Score: Raw -2678226.945301 + Penalty 1947.550096 = -2676279.395205 nChanged 43 SP:Iteration 117Q (5305.294943 sec): 3 clusters Score: Raw -2678229.652240 + Penalty 1947.550096 = -2676282.102144 nChanged 45 SP:Iteration 118Q (5305.378480 sec): 3 clusters Score: Raw -2678232.621883 + Penalty 1947.550096 = -2676285.071787 nChanged 51 SP:Iteration 119Q (5305.450357 sec): 3 clusters Score: Raw -2678236.270220 + Penalty 1947.550096 = -2676288.720124 nChanged 36 SP:Iteration 120F (5305.536217 sec): 3 clusters Score: Raw -2678238.445807 + Penalty 1947.550096 = -2676290.895711 nChanged 33 SP:Iteration 121Q (5305.620382 sec): 3 clusters Score: Raw -2678240.754942 + Penalty 1947.550096 = -2676293.204846 nChanged 41 SP:Iteration 122Q (5305.709301 sec): 3 clusters Score: Raw -2678243.838986 + Penalty 1947.550096 = -2676296.288889 nChanged 39 SP:Iteration 123Q (5305.800490 sec): 3 clusters Score: Raw -2678246.548671 + Penalty 1947.550096 = -2676298.998575 nChanged 38 SP:Iteration 124Q (5305.872500 sec): 3 clusters Score: Raw -2678248.929865 + Penalty 1947.550096 = -2676301.379769 nChanged 35 SP:Iteration 125Q (5305.956792 sec): 3 clusters Score: Raw -2678251.077504 + Penalty 1947.550096 = -2676303.527408 nChanged 30 SP:Iteration 126Q (5306.041020 sec): 3 clusters Score: Raw -2678252.503795 + Penalty 1947.550096 = -2676304.953699 nChanged 18 SP:Iteration 127Q (5306.127116 sec): 3 clusters Score: Raw -2678253.487782 + Penalty 1947.550096 = -2676305.937686 nChanged 19 SP:Iteration 128Q (5306.216910 sec): 3 clusters Score: Raw -2678254.685904 + Penalty 1947.550096 = -2676307.135808 nChanged 25 SP:Iteration 129Q (5306.299328 sec): 3 clusters Score: Raw -2678256.383056 + Penalty 1947.550096 = -2676308.832959 nChanged 36 SP:Iteration 130Q (5306.370175 sec): 3 clusters Score: Raw -2678258.832813 + Penalty 1947.550096 = -2676311.282717 nChanged 27 SP:Iteration 131Q (5306.453729 sec): 3 clusters Score: Raw -2678260.175557 + Penalty 1947.550096 = -2676312.625460 nChanged 23 SP:Iteration 132Q (5306.539596 sec): 3 clusters Score: Raw -2678261.295457 + Penalty 1947.550096 = -2676313.745360 nChanged 19 SP:Iteration 133Q (5306.620963 sec): 3 clusters Score: Raw -2678262.200267 + Penalty 1947.550096 = -2676314.650171 nChanged 22 SP:Iteration 134Q (5306.703088 sec): 3 clusters Score: Raw -2678263.168481 + Penalty 1947.550096 = -2676315.618385 nChanged 22 SP:Iteration 135Q (5306.784704 sec): 3 clusters Score: Raw -2678264.574616 + Penalty 1947.550096 = -2676317.024519 nChanged 30 SP:Iteration 136Q (5306.864273 sec): 3 clusters Score: Raw -2678266.276973 + Penalty 1947.550096 = -2676318.726877 nChanged 18 SP:Iteration 137Q (5306.938991 sec): 3 clusters Score: Raw -2678267.196623 + Penalty 1947.550096 = -2676319.646527 nChanged 20 SP:Iteration 138Q (5307.016960 sec): 3 clusters Score: Raw -2678268.047999 + Penalty 1947.550096 = -2676320.497903 nChanged 13 SP:Iteration 139Q (5307.098969 sec): 3 clusters Score: Raw -2678268.640563 + Penalty 1947.550096 = -2676321.090467 nChanged 12 SP:Iteration 140F (5307.181912 sec): 3 clusters Score: Raw -2678269.132587 + Penalty 1947.550096 = -2676321.582491 nChanged 7 SP:Iteration 141Q (5307.248229 sec): 3 clusters Score: Raw -2678269.328975 + Penalty 1947.550096 = -2676321.778879 nChanged 4 SP:Iteration 142Q (5307.338635 sec): 3 clusters Score: Raw -2678269.435779 + Penalty 1947.550096 = -2676321.885683 nChanged 4 SP:Iteration 143Q (5307.410206 sec): 3 clusters Score: Raw -2678269.572978 + Penalty 1947.550096 = -2676322.022881 nChanged 4 SP:Iteration 144Q (5307.494124 sec): 3 clusters Score: Raw -2678269.653787 + Penalty 1947.550096 = -2676322.103691 nChanged 2 SP:Iteration 145Q (5307.589298 sec): 3 clusters Score: Raw -2678269.721302 + Penalty 1947.550096 = -2676322.171206 nChanged 2 SP:Iteration 146Q (5307.667497 sec): 3 clusters Score: Raw -2678269.803439 + Penalty 1947.550096 = -2676322.253342 nChanged 3 SP:Iteration 147Q (5307.747231 sec): 3 clusters Score: Raw -2678269.863061 + Penalty 1947.550096 = -2676322.312965 nChanged 1 SP:Iteration 148Q (5307.817432 sec): 3 clusters Score: Raw -2678269.876149 + Penalty 1947.550096 = -2676322.326053 nChanged 1 SP:Iteration 149Q (5307.886002 sec): 3 clusters Score: Raw -2678269.895090 + Penalty 1947.550096 = -2676322.344994 nChanged 2 SP:Iteration 150Q (5307.972733 sec): 3 clusters Score: Raw -2678269.929128 + Penalty 1947.550096 = -2676322.379031 nChanged 2 SP:Iteration 151Q (5308.045807 sec): 3 clusters Score: Raw -2678269.973756 + Penalty 1947.550096 = -2676322.423660 nChanged 1 SP:Iteration 152Q (5308.127864 sec): 3 clusters Score: Raw -2678269.989289 + Penalty 1947.550096 = -2676322.439193 nChanged 0 SP:Iteration 153F (5308.218553 sec): 3 clusters Score: Raw -2678269.989289 + Penalty 1947.550096 = -2676322.439193 nChanged 0 Trying to split cluster 14 (6164 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5308.252178 sec): 2 clusters Score: Raw -551381.805895 + Penalty 829.015714 = -550552.790181 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5308.305589 sec): 3 clusters Score: Raw -547824.770915 + Penalty 1658.031427 = -546166.739488 nChanged 2721 SP:Iteration 1F (5308.360472 sec): 3 clusters Score: Raw -549452.433214 + Penalty 1658.031427 = -547794.401787 nChanged 467 SP:Iteration 2F (5308.414174 sec): 3 clusters Score: Raw -549820.736103 + Penalty 1658.031427 = -548162.704675 nChanged 499 SP:Iteration 3F (5308.465401 sec): 3 clusters Score: Raw -550251.903397 + Penalty 1658.031427 = -548593.871970 nChanged 479 SP:Iteration 4F (5308.515946 sec): 3 clusters Score: Raw -550603.064616 + Penalty 1658.031427 = -548945.033188 nChanged 401 SP:Iteration 5F (5308.559271 sec): 3 clusters Score: Raw -550862.540094 + Penalty 1658.031427 = -549204.508667 nChanged 296 SP:Iteration 6Q (5308.611207 sec): 3 clusters Score: Raw -551042.996601 + Penalty 1658.031427 = -549384.965173 nChanged 218 SP:Iteration 7Q (5308.670401 sec): 3 clusters Score: Raw -551175.572572 + Penalty 1658.031427 = -549517.541145 nChanged 174 SP:Iteration 8Q (5308.719398 sec): 3 clusters Score: Raw -551279.499274 + Penalty 1658.031427 = -549621.467847 nChanged 129 SP:Iteration 9Q (5308.769849 sec): 3 clusters Score: Raw -551353.709781 + Penalty 1658.031427 = -549695.678353 nChanged 103 SP:Iteration 10Q (5308.834848 sec): 3 clusters Score: Raw -551417.478653 + Penalty 1658.031427 = -549759.447226 nChanged 87 SP:Iteration 11Q (5308.878950 sec): 3 clusters Score: Raw -551471.724369 + Penalty 1658.031427 = -549813.692941 nChanged 79 SP:Iteration 12Q (5308.945600 sec): 3 clusters Score: Raw -551520.818446 + Penalty 1658.031427 = -549862.787018 nChanged 69 SP:Iteration 13Q (5308.990018 sec): 3 clusters Score: Raw -551580.117385 + Penalty 1658.031427 = -549922.085958 nChanged 82 SP:Iteration 14Q (5309.045833 sec): 3 clusters Score: Raw -551649.327273 + Penalty 1658.031427 = -549991.295846 nChanged 68 SP:Iteration 15Q (5309.101605 sec): 3 clusters Score: Raw -551705.321664 + Penalty 1658.031427 = -550047.290237 nChanged 55 SP:Iteration 16Q (5309.152619 sec): 3 clusters Score: Raw -551749.592882 + Penalty 1658.031427 = -550091.561455 nChanged 32 SP:Iteration 17Q (5309.192468 sec): 3 clusters Score: Raw -551766.152558 + Penalty 1658.031427 = -550108.121131 nChanged 20 SP:Iteration 18Q (5309.213673 sec): 3 clusters Score: Raw -551774.243128 + Penalty 1658.031427 = -550116.211701 nChanged 17 SP:Iteration 19Q (5309.234340 sec): 3 clusters Score: Raw -551779.527062 + Penalty 1658.031427 = -550121.495635 nChanged 14 SP:Iteration 20F (5309.288284 sec): 3 clusters Score: Raw -551783.578223 + Penalty 1658.031427 = -550125.546795 nChanged 13 SP:Iteration 21Q (5309.347286 sec): 3 clusters Score: Raw -551787.518121 + Penalty 1658.031427 = -550129.486694 nChanged 11 SP:Iteration 22Q (5309.404990 sec): 3 clusters Score: Raw -551792.301731 + Penalty 1658.031427 = -550134.270304 nChanged 9 SP:Iteration 23Q (5309.442146 sec): 3 clusters Score: Raw -551794.498669 + Penalty 1658.031427 = -550136.467242 nChanged 8 SP:Iteration 24Q (5309.502345 sec): 3 clusters Score: Raw -551797.244519 + Penalty 1658.031427 = -550139.213092 nChanged 8 SP:Iteration 25Q (5309.542410 sec): 3 clusters Score: Raw -551799.091500 + Penalty 1658.031427 = -550141.060073 nChanged 1 SP:Iteration 26Q (5309.589892 sec): 3 clusters Score: Raw -551799.419547 + Penalty 1658.031427 = -550141.388119 nChanged 1 SP:Iteration 27Q (5309.641849 sec): 3 clusters Score: Raw -551799.850920 + Penalty 1658.031427 = -550141.819493 nChanged 2 SP:Iteration 28Q (5309.684051 sec): 3 clusters Score: Raw -551800.288736 + Penalty 1658.031427 = -550142.257309 nChanged 2 SP:Iteration 29Q (5309.737585 sec): 3 clusters Score: Raw -551800.501615 + Penalty 1658.031427 = -550142.470188 nChanged 1 SP:Iteration 30Q (5309.791585 sec): 3 clusters Score: Raw -551800.550634 + Penalty 1658.031427 = -550142.519207 nChanged 1 SP:Iteration 31Q (5309.846103 sec): 3 clusters Score: Raw -551800.979225 + Penalty 1658.031427 = -550142.947798 nChanged 1 SP:Iteration 32Q (5309.900248 sec): 3 clusters Score: Raw -551801.239653 + Penalty 1658.031427 = -550143.208226 nChanged 0 SP:Iteration 33F (5309.964752 sec): 3 clusters Score: Raw -551801.239653 + Penalty 1658.031427 = -550143.208226 nChanged 0 Trying to split cluster 15 (2638 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5309.981559 sec): 2 clusters Score: Raw -241652.027145 + Penalty 748.388752 = -240903.638393 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5310.031956 sec): 3 clusters Score: Raw -240300.474040 + Penalty 1496.777503 = -238803.696537 nChanged 1082 SP:Iteration 1F (5310.086605 sec): 3 clusters Score: Raw -240911.449443 + Penalty 1496.777503 = -239414.671940 nChanged 188 SP:Iteration 2F (5310.135032 sec): 3 clusters Score: Raw -241012.924935 + Penalty 1496.777503 = -239516.147431 nChanged 140 SP:Iteration 3F (5310.186818 sec): 3 clusters Score: Raw -241084.750942 + Penalty 1496.777503 = -239587.973438 nChanged 116 SP:Iteration 4Q (5310.232503 sec): 3 clusters Score: Raw -241150.646306 + Penalty 1496.777503 = -239653.868803 nChanged 116 SP:Iteration 5Q (5310.273381 sec): 3 clusters Score: Raw -241226.808073 + Penalty 1496.777503 = -239730.030569 nChanged 121 SP:Iteration 6Q (5310.323468 sec): 3 clusters Score: Raw -241296.108579 + Penalty 1496.777503 = -239799.331075 nChanged 117 SP:Iteration 7Q (5310.370632 sec): 3 clusters Score: Raw -241361.033812 + Penalty 1496.777503 = -239864.256309 nChanged 93 SP:Iteration 8Q (5310.415975 sec): 3 clusters Score: Raw -241416.853039 + Penalty 1496.777503 = -239920.075536 nChanged 97 SP:Iteration 9Q (5310.459442 sec): 3 clusters Score: Raw -241477.510582 + Penalty 1496.777503 = -239980.733079 nChanged 77 SP:Iteration 10Q (5310.512683 sec): 3 clusters Score: Raw -241532.996961 + Penalty 1496.777503 = -240036.219457 nChanged 67 SP:Iteration 11Q (5310.561956 sec): 3 clusters Score: Raw -241576.431291 + Penalty 1496.777503 = -240079.653787 nChanged 46 SP:Iteration 12Q (5310.614434 sec): 3 clusters Score: Raw -241603.117064 + Penalty 1496.777503 = -240106.339561 nChanged 40 SP:Iteration 13Q (5310.665310 sec): 3 clusters Score: Raw -241627.904863 + Penalty 1496.777503 = -240131.127360 nChanged 37 SP:Iteration 14Q (5310.713976 sec): 3 clusters Score: Raw -241649.956752 + Penalty 1496.777503 = -240153.179249 nChanged 40 SP:Iteration 15Q (5310.754416 sec): 3 clusters Score: Raw -241677.955977 + Penalty 1496.777503 = -240181.178473 nChanged 39 SP:Iteration 16Q (5310.800565 sec): 3 clusters Score: Raw -241708.065180 + Penalty 1496.777503 = -240211.287677 nChanged 40 SP:Iteration 17Q (5310.851712 sec): 3 clusters Score: Raw -241738.690164 + Penalty 1496.777503 = -240241.912661 nChanged 36 SP:Iteration 18Q (5310.902778 sec): 3 clusters Score: Raw -241767.223255 + Penalty 1496.777503 = -240270.445751 nChanged 31 SP:Iteration 19Q (5310.953905 sec): 3 clusters Score: Raw -241794.908787 + Penalty 1496.777503 = -240298.131284 nChanged 26 SP:Iteration 20F (5311.002867 sec): 3 clusters Score: Raw -241817.929755 + Penalty 1496.777503 = -240321.152251 nChanged 28 SP:Iteration 21Q (5311.053698 sec): 3 clusters Score: Raw -241840.989782 + Penalty 1496.777503 = -240344.212279 nChanged 16 SP:Iteration 22Q (5311.097774 sec): 3 clusters Score: Raw -241850.501217 + Penalty 1496.777503 = -240353.723713 nChanged 12 SP:Iteration 23Q (5311.148640 sec): 3 clusters Score: Raw -241858.978165 + Penalty 1496.777503 = -240362.200662 nChanged 10 SP:Iteration 24Q (5311.199440 sec): 3 clusters Score: Raw -241864.126723 + Penalty 1496.777503 = -240367.349219 nChanged 11 SP:Iteration 25Q (5311.250106 sec): 3 clusters Score: Raw -241872.652144 + Penalty 1496.777503 = -240375.874640 nChanged 10 SP:Iteration 26Q (5311.300940 sec): 3 clusters Score: Raw -241881.398565 + Penalty 1496.777503 = -240384.621062 nChanged 9 SP:Iteration 27Q (5311.361768 sec): 3 clusters Score: Raw -241887.024619 + Penalty 1496.777503 = -240390.247116 nChanged 7 SP:Iteration 28Q (5311.414310 sec): 3 clusters Score: Raw -241897.825190 + Penalty 1496.777503 = -240401.047686 nChanged 8 SP:Iteration 29Q (5311.467470 sec): 3 clusters Score: Raw -241906.325365 + Penalty 1496.777503 = -240409.547861 nChanged 6 SP:Iteration 30Q (5311.513643 sec): 3 clusters Score: Raw -241910.092651 + Penalty 1496.777503 = -240413.315147 nChanged 3 SP:Iteration 31Q (5311.562283 sec): 3 clusters Score: Raw -241912.133265 + Penalty 1496.777503 = -240415.355762 nChanged 1 SP:Iteration 32Q (5311.615591 sec): 3 clusters Score: Raw -241912.764111 + Penalty 1496.777503 = -240415.986607 nChanged 2 SP:Iteration 33Q (5311.646294 sec): 3 clusters Score: Raw -241913.520372 + Penalty 1496.777503 = -240416.742869 nChanged 2 SP:Iteration 34Q (5311.694228 sec): 3 clusters Score: Raw -241914.491585 + Penalty 1496.777503 = -240417.714082 nChanged 0 SP:Iteration 35F (5311.739489 sec): 3 clusters Score: Raw -241914.491585 + Penalty 1496.777503 = -240417.714082 nChanged 0 Trying to split cluster 16 (17496 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5311.785690 sec): 2 clusters Score: Raw -1601647.731122 + Penalty 928.124118 = -1600719.607004 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5311.857948 sec): 3 clusters Score: Raw -1590799.870867 + Penalty 1856.248237 = -1588943.622630 nChanged 8037 SP:Iteration 1F (5311.925933 sec): 3 clusters Score: Raw -1595420.854342 + Penalty 1856.248237 = -1593564.606105 nChanged 913 SP:Iteration 2F (5311.984328 sec): 3 clusters Score: Raw -1595813.079543 + Penalty 1856.248237 = -1593956.831307 nChanged 1049 SP:Iteration 3F (5312.042336 sec): 3 clusters Score: Raw -1596366.484963 + Penalty 1856.248237 = -1594510.236726 nChanged 1111 SP:Iteration 4F (5312.101095 sec): 3 clusters Score: Raw -1597012.201441 + Penalty 1856.248237 = -1595155.953204 nChanged 1132 SP:Iteration 5F (5312.160835 sec): 3 clusters Score: Raw -1597775.121126 + Penalty 1856.248237 = -1595918.872889 nChanged 1155 SP:Iteration 6F (5312.219282 sec): 3 clusters Score: Raw -1598689.752327 + Penalty 1856.248237 = -1596833.504090 nChanged 1053 SP:Iteration 7F (5312.277930 sec): 3 clusters Score: Raw -1599586.639201 + Penalty 1856.248237 = -1597730.390964 nChanged 848 SP:Iteration 8Q (5312.348798 sec): 3 clusters Score: Raw -1600250.833054 + Penalty 1856.248237 = -1598394.584818 nChanged 620 SP:Iteration 9Q (5312.414581 sec): 3 clusters Score: Raw -1600684.120518 + Penalty 1856.248237 = -1598827.872281 nChanged 444 SP:Iteration 10Q (5312.476744 sec): 3 clusters Score: Raw -1600982.676219 + Penalty 1856.248237 = -1599126.427983 nChanged 327 SP:Iteration 11Q (5312.535733 sec): 3 clusters Score: Raw -1601197.408225 + Penalty 1856.248237 = -1599341.159988 nChanged 248 SP:Iteration 12Q (5312.595389 sec): 3 clusters Score: Raw -1601361.539704 + Penalty 1856.248237 = -1599505.291468 nChanged 206 SP:Iteration 13Q (5312.663980 sec): 3 clusters Score: Raw -1601490.955822 + Penalty 1856.248237 = -1599634.707585 nChanged 161 SP:Iteration 14Q (5312.722044 sec): 3 clusters Score: Raw -1601601.391158 + Penalty 1856.248237 = -1599745.142921 nChanged 113 SP:Iteration 15Q (5312.809609 sec): 3 clusters Score: Raw -1601664.157798 + Penalty 1856.248237 = -1599807.909561 nChanged 77 SP:Iteration 16Q (5312.883591 sec): 3 clusters Score: Raw -1601705.369418 + Penalty 1856.248237 = -1599849.121181 nChanged 55 SP:Iteration 17Q (5312.943310 sec): 3 clusters Score: Raw -1601742.323013 + Penalty 1856.248237 = -1599886.074776 nChanged 54 SP:Iteration 18Q (5313.005622 sec): 3 clusters Score: Raw -1601773.203252 + Penalty 1856.248237 = -1599916.955015 nChanged 49 SP:Iteration 19Q (5313.075364 sec): 3 clusters Score: Raw -1601812.010566 + Penalty 1856.248237 = -1599955.762329 nChanged 41 SP:Iteration 20F (5313.145051 sec): 3 clusters Score: Raw -1601843.019668 + Penalty 1856.248237 = -1599986.771432 nChanged 38 SP:Iteration 21Q (5313.202746 sec): 3 clusters Score: Raw -1601861.185204 + Penalty 1856.248237 = -1600004.936967 nChanged 25 SP:Iteration 22Q (5313.276400 sec): 3 clusters Score: Raw -1601872.429042 + Penalty 1856.248237 = -1600016.180806 nChanged 17 SP:Iteration 23Q (5313.343098 sec): 3 clusters Score: Raw -1601879.832555 + Penalty 1856.248237 = -1600023.584318 nChanged 18 SP:Iteration 24Q (5313.406042 sec): 3 clusters Score: Raw -1601884.823086 + Penalty 1856.248237 = -1600028.574849 nChanged 19 SP:Iteration 25Q (5313.469844 sec): 3 clusters Score: Raw -1601892.511702 + Penalty 1856.248237 = -1600036.263465 nChanged 16 SP:Iteration 26Q (5313.526656 sec): 3 clusters Score: Raw -1601903.298022 + Penalty 1856.248237 = -1600047.049785 nChanged 14 SP:Iteration 27Q (5313.599094 sec): 3 clusters Score: Raw -1601911.801983 + Penalty 1856.248237 = -1600055.553746 nChanged 13 SP:Iteration 28Q (5313.662348 sec): 3 clusters Score: Raw -1601917.015275 + Penalty 1856.248237 = -1600060.767038 nChanged 14 SP:Iteration 29Q (5313.728719 sec): 3 clusters Score: Raw -1601923.153720 + Penalty 1856.248237 = -1600066.905483 nChanged 13 SP:Iteration 30Q (5313.789917 sec): 3 clusters Score: Raw -1601927.854241 + Penalty 1856.248237 = -1600071.606005 nChanged 13 SP:Iteration 31Q (5313.853049 sec): 3 clusters Score: Raw -1601933.213005 + Penalty 1856.248237 = -1600076.964769 nChanged 10 SP:Iteration 32Q (5313.919535 sec): 3 clusters Score: Raw -1601936.209763 + Penalty 1856.248237 = -1600079.961526 nChanged 4 SP:Iteration 33Q (5313.983915 sec): 3 clusters Score: Raw -1601937.159578 + Penalty 1856.248237 = -1600080.911341 nChanged 1 SP:Iteration 34Q (5314.043293 sec): 3 clusters Score: Raw -1601937.263818 + Penalty 1856.248237 = -1600081.015581 nChanged 3 SP:Iteration 35Q (5314.099586 sec): 3 clusters Score: Raw -1601938.349401 + Penalty 1856.248237 = -1600082.101164 nChanged 2 SP:Iteration 36Q (5314.169184 sec): 3 clusters Score: Raw -1601938.813838 + Penalty 1856.248237 = -1600082.565601 nChanged 0 SP:Iteration 37F (5314.229520 sec): 3 clusters Score: Raw -1601938.813838 + Penalty 1856.248237 = -1600082.565601 nChanged 0 Trying to split cluster 17 (57332 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5314.322784 sec): 2 clusters Score: Raw -5249015.694454 + Penalty 1040.878350 = -5247974.816104 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5314.437888 sec): 3 clusters Score: Raw -5211483.186025 + Penalty 2081.756700 = -5209401.429325 nChanged 27469 SP:Iteration 1F (5314.558893 sec): 3 clusters Score: Raw -5227498.030867 + Penalty 2081.756700 = -5225416.274166 nChanged 2128 SP:Iteration 2Q (5314.674448 sec): 3 clusters Score: Raw -5228076.328412 + Penalty 2081.756700 = -5225994.571712 nChanged 2263 SP:Iteration 3Q (5314.793850 sec): 3 clusters Score: Raw -5228765.476569 + Penalty 2081.756700 = -5226683.719868 nChanged 2337 SP:Iteration 4Q (5314.921237 sec): 3 clusters Score: Raw -5229595.800957 + Penalty 2081.756700 = -5227514.044256 nChanged 2544 SP:Iteration 5Q (5315.039716 sec): 3 clusters Score: Raw -5230717.195065 + Penalty 2081.756700 = -5228635.438365 nChanged 2893 SP:Iteration 6F (5315.153495 sec): 3 clusters Score: Raw -5232342.240419 + Penalty 2081.756700 = -5230260.483718 nChanged 3213 SP:Iteration 7F (5315.277237 sec): 3 clusters Score: Raw -5234431.392870 + Penalty 2081.756700 = -5232349.636170 nChanged 3476 SP:Iteration 8F (5315.404855 sec): 3 clusters Score: Raw -5236750.005698 + Penalty 2081.756700 = -5234668.248998 nChanged 3150 SP:Iteration 9F (5315.525105 sec): 3 clusters Score: Raw -5238524.284875 + Penalty 2081.756700 = -5236442.528175 nChanged 2427 SP:Iteration 10Q (5315.651371 sec): 3 clusters Score: Raw -5239385.193473 + Penalty 2081.756700 = -5237303.436773 nChanged 1500 SP:Iteration 11Q (5315.751499 sec): 3 clusters Score: Raw -5239693.438466 + Penalty 2081.756700 = -5237611.681766 nChanged 886 SP:Iteration 12Q (5315.876025 sec): 3 clusters Score: Raw -5239828.203592 + Penalty 2081.756700 = -5237746.446892 nChanged 631 SP:Iteration 13Q (5315.991517 sec): 3 clusters Score: Raw -5239929.094026 + Penalty 2081.756700 = -5237847.337325 nChanged 610 SP:Iteration 14Q (5316.110304 sec): 3 clusters Score: Raw -5240036.184224 + Penalty 2081.756700 = -5237954.427524 nChanged 658 SP:Iteration 15Q (5316.241130 sec): 3 clusters Score: Raw -5240160.991533 + Penalty 2081.756700 = -5238079.234833 nChanged 702 SP:Iteration 16Q (5316.352575 sec): 3 clusters Score: Raw -5240294.381187 + Penalty 2081.756700 = -5238212.624487 nChanged 732 SP:Iteration 17Q (5316.456061 sec): 3 clusters Score: Raw -5240437.826327 + Penalty 2081.756700 = -5238356.069627 nChanged 767 SP:Iteration 18Q (5316.591715 sec): 3 clusters Score: Raw -5240604.520586 + Penalty 2081.756700 = -5238522.763886 nChanged 820 SP:Iteration 19Q (5316.714710 sec): 3 clusters Score: Raw -5240785.883413 + Penalty 2081.756700 = -5238704.126713 nChanged 813 SP:Iteration 20F (5316.836625 sec): 3 clusters Score: Raw -5240974.503900 + Penalty 2081.756700 = -5238892.747200 nChanged 880 SP:Iteration 21Q (5316.952440 sec): 3 clusters Score: Raw -5241204.692541 + Penalty 2081.756700 = -5239122.935841 nChanged 962 SP:Iteration 22Q (5317.072134 sec): 3 clusters Score: Raw -5241493.809090 + Penalty 2081.756700 = -5239412.052390 nChanged 1080 SP:Iteration 23Q (5317.186317 sec): 3 clusters Score: Raw -5241843.979287 + Penalty 2081.756700 = -5239762.222586 nChanged 1153 SP:Iteration 24Q (5317.309925 sec): 3 clusters Score: Raw -5242251.771041 + Penalty 2081.756700 = -5240170.014341 nChanged 1172 SP:Iteration 25Q (5317.416559 sec): 3 clusters Score: Raw -5242686.911499 + Penalty 2081.756700 = -5240605.154799 nChanged 1212 SP:Iteration 26Q (5317.536419 sec): 3 clusters Score: Raw -5243177.776777 + Penalty 2081.756700 = -5241096.020077 nChanged 1269 SP:Iteration 27Q (5317.657641 sec): 3 clusters Score: Raw -5243762.900236 + Penalty 2081.756700 = -5241681.143536 nChanged 1282 SP:Iteration 28Q (5317.763372 sec): 3 clusters Score: Raw -5244406.620342 + Penalty 2081.756700 = -5242324.863642 nChanged 1271 SP:Iteration 29Q (5317.872539 sec): 3 clusters Score: Raw -5245103.919191 + Penalty 2081.756700 = -5243022.162491 nChanged 1187 SP:Iteration 30Q (5317.982036 sec): 3 clusters Score: Raw -5245802.702326 + Penalty 2081.756700 = -5243720.945626 nChanged 1065 SP:Iteration 31Q (5318.086557 sec): 3 clusters Score: Raw -5246443.996153 + Penalty 2081.756700 = -5244362.239453 nChanged 969 SP:Iteration 32Q (5318.195846 sec): 3 clusters Score: Raw -5247059.057856 + Penalty 2081.756700 = -5244977.301156 nChanged 834 SP:Iteration 33Q (5318.306534 sec): 3 clusters Score: Raw -5247603.501421 + Penalty 2081.756700 = -5245521.744721 nChanged 675 SP:Iteration 34Q (5318.416541 sec): 3 clusters Score: Raw -5248054.449602 + Penalty 2081.756700 = -5245972.692902 nChanged 517 SP:Iteration 35Q (5318.528820 sec): 3 clusters Score: Raw -5248397.782472 + Penalty 2081.756700 = -5246316.025772 nChanged 385 SP:Iteration 36Q (5318.633962 sec): 3 clusters Score: Raw -5248658.475021 + Penalty 2081.756700 = -5246576.718321 nChanged 250 SP:Iteration 37Q (5318.737934 sec): 3 clusters Score: Raw -5248814.088254 + Penalty 2081.756700 = -5246732.331554 nChanged 169 SP:Iteration 38Q (5318.841203 sec): 3 clusters Score: Raw -5248918.200389 + Penalty 2081.756700 = -5246836.443689 nChanged 111 SP:Iteration 39Q (5318.944176 sec): 3 clusters Score: Raw -5249001.908884 + Penalty 2081.756700 = -5246920.152184 nChanged 98 SP:Iteration 40F (5319.059648 sec): 3 clusters Score: Raw -5249062.659691 + Penalty 2081.756700 = -5246980.902991 nChanged 54 SP:Iteration 41Q (5319.159141 sec): 3 clusters Score: Raw -5249090.920346 + Penalty 2081.756700 = -5247009.163646 nChanged 35 SP:Iteration 42Q (5319.257575 sec): 3 clusters Score: Raw -5249109.361109 + Penalty 2081.756700 = -5247027.604409 nChanged 23 SP:Iteration 43Q (5319.352597 sec): 3 clusters Score: Raw -5249119.315859 + Penalty 2081.756700 = -5247037.559159 nChanged 14 SP:Iteration 44Q (5319.450084 sec): 3 clusters Score: Raw -5249129.372068 + Penalty 2081.756700 = -5247047.615367 nChanged 16 SP:Iteration 45Q (5319.544138 sec): 3 clusters Score: Raw -5249141.896603 + Penalty 2081.756700 = -5247060.139903 nChanged 13 SP:Iteration 46Q (5319.642104 sec): 3 clusters Score: Raw -5249150.036170 + Penalty 2081.756700 = -5247068.279470 nChanged 10 SP:Iteration 47Q (5319.737586 sec): 3 clusters Score: Raw -5249157.924751 + Penalty 2081.756700 = -5247076.168051 nChanged 10 SP:Iteration 48Q (5319.826878 sec): 3 clusters Score: Raw -5249163.630885 + Penalty 2081.756700 = -5247081.874185 nChanged 12 SP:Iteration 49Q (5319.936723 sec): 3 clusters Score: Raw -5249171.695206 + Penalty 2081.756700 = -5247089.938506 nChanged 7 SP:Iteration 50Q (5320.009677 sec): 3 clusters Score: Raw -5249179.735312 + Penalty 2081.756700 = -5247097.978612 nChanged 8 SP:Iteration 51Q (5320.107880 sec): 3 clusters Score: Raw -5249185.012097 + Penalty 2081.756700 = -5247103.255397 nChanged 8 SP:Iteration 52Q (5320.226349 sec): 3 clusters Score: Raw -5249192.268035 + Penalty 2081.756700 = -5247110.511334 nChanged 8 SP:Iteration 53Q (5320.335412 sec): 3 clusters Score: Raw -5249196.854763 + Penalty 2081.756700 = -5247115.098063 nChanged 6 SP:Iteration 54Q (5320.439048 sec): 3 clusters Score: Raw -5249200.897427 + Penalty 2081.756700 = -5247119.140727 nChanged 4 SP:Iteration 55Q (5320.548426 sec): 3 clusters Score: Raw -5249203.967658 + Penalty 2081.756700 = -5247122.210957 nChanged 4 SP:Iteration 56Q (5320.656958 sec): 3 clusters Score: Raw -5249207.553124 + Penalty 2081.756700 = -5247125.796424 nChanged 3 SP:Iteration 57Q (5320.765312 sec): 3 clusters Score: Raw -5249209.755350 + Penalty 2081.756700 = -5247127.998650 nChanged 3 SP:Iteration 58Q (5320.874142 sec): 3 clusters Score: Raw -5249211.957614 + Penalty 2081.756700 = -5247130.200914 nChanged 4 SP:Iteration 59Q (5320.981083 sec): 3 clusters Score: Raw -5249214.460237 + Penalty 2081.756700 = -5247132.703537 nChanged 1 SP:Iteration 60F (5321.103753 sec): 3 clusters Score: Raw -5249215.391599 + Penalty 2081.756700 = -5247133.634899 nChanged 2 SP:Iteration 61Q (5321.212456 sec): 3 clusters Score: Raw -5249215.997327 + Penalty 2081.756700 = -5247134.240627 nChanged 1 SP:Iteration 62Q (5321.321345 sec): 3 clusters Score: Raw -5249216.829469 + Penalty 2081.756700 = -5247135.072768 nChanged 0 SP:Iteration 63F (5321.430520 sec): 3 clusters Score: Raw -5249216.829469 + Penalty 2081.756700 = -5247135.072768 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5321.473972 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5321.518405 sec): 3 clusters Score: Raw -155998.404169 + Penalty 1420.422134 = -154577.982034 nChanged 689 SP:Iteration 1F (5321.554244 sec): 3 clusters Score: Raw -156445.360737 + Penalty 1420.422134 = -155024.938603 nChanged 143 SP:Iteration 2F (5321.609413 sec): 3 clusters Score: Raw -156557.705601 + Penalty 1420.422134 = -155137.283467 nChanged 119 SP:Iteration 3F (5321.654284 sec): 3 clusters Score: Raw -156659.733631 + Penalty 1420.422134 = -155239.311497 nChanged 107 SP:Iteration 4F (5321.698319 sec): 3 clusters Score: Raw -156793.676307 + Penalty 1420.422134 = -155373.254173 nChanged 123 SP:Iteration 5F (5321.756989 sec): 3 clusters Score: Raw -156926.321000 + Penalty 1420.422134 = -155505.898865 nChanged 93 SP:Iteration 6F (5321.793880 sec): 3 clusters Score: Raw -157013.157651 + Penalty 1420.422134 = -155592.735517 nChanged 77 SP:Iteration 7Q (5321.854006 sec): 3 clusters Score: Raw -157078.652615 + Penalty 1420.422134 = -155658.230481 nChanged 57 SP:Iteration 8Q (5321.897960 sec): 3 clusters Score: Raw -157124.968681 + Penalty 1420.422134 = -155704.546546 nChanged 49 SP:Iteration 9Q (5321.949819 sec): 3 clusters Score: Raw -157154.852106 + Penalty 1420.422134 = -155734.429972 nChanged 24 SP:Iteration 10Q (5321.998571 sec): 3 clusters Score: Raw -157166.994251 + Penalty 1420.422134 = -155746.572116 nChanged 20 SP:Iteration 11Q (5322.048445 sec): 3 clusters Score: Raw -157179.227084 + Penalty 1420.422134 = -155758.804950 nChanged 14 SP:Iteration 12Q (5322.091032 sec): 3 clusters Score: Raw -157186.293559 + Penalty 1420.422134 = -155765.871425 nChanged 10 SP:Iteration 13Q (5322.136615 sec): 3 clusters Score: Raw -157191.563853 + Penalty 1420.422134 = -155771.141719 nChanged 7 SP:Iteration 14Q (5322.183728 sec): 3 clusters Score: Raw -157193.954091 + Penalty 1420.422134 = -155773.531957 nChanged 5 SP:Iteration 15Q (5322.233308 sec): 3 clusters Score: Raw -157196.189166 + Penalty 1420.422134 = -155775.767032 nChanged 3 SP:Iteration 16Q (5322.274413 sec): 3 clusters Score: Raw -157196.770341 + Penalty 1420.422134 = -155776.348207 nChanged 3 SP:Iteration 17Q (5322.327756 sec): 3 clusters Score: Raw -157197.757662 + Penalty 1420.422134 = -155777.335528 nChanged 6 SP:Iteration 18Q (5322.365971 sec): 3 clusters Score: Raw -157200.044820 + Penalty 1420.422134 = -155779.622686 nChanged 3 SP:Iteration 19Q (5322.413844 sec): 3 clusters Score: Raw -157201.122132 + Penalty 1420.422134 = -155780.699998 nChanged 1 SP:Iteration 20F (5322.464733 sec): 3 clusters Score: Raw -157202.065713 + Penalty 1420.422134 = -155781.643579 nChanged 2 SP:Iteration 21Q (5322.508672 sec): 3 clusters Score: Raw -157202.453636 + Penalty 1420.422134 = -155782.031502 nChanged 0 SP:Iteration 22F (5322.549672 sec): 3 clusters Score: Raw -157202.453636 + Penalty 1420.422134 = -155782.031502 nChanged 0 Trying to split cluster 19 (28833 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5322.614032 sec): 2 clusters Score: Raw -2780719.971125 + Penalty 975.581205 = -2779744.389920 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5322.695821 sec): 3 clusters Score: Raw -2762429.251380 + Penalty 1951.162410 = -2760478.088970 nChanged 13591 SP:Iteration 1F (5322.776237 sec): 3 clusters Score: Raw -2770265.805202 + Penalty 1951.162410 = -2768314.642792 nChanged 1194 SP:Iteration 2Q (5322.862887 sec): 3 clusters Score: Raw -2770633.691551 + Penalty 1951.162410 = -2768682.529141 nChanged 1181 SP:Iteration 3Q (5322.950551 sec): 3 clusters Score: Raw -2771013.775493 + Penalty 1951.162410 = -2769062.613083 nChanged 1193 SP:Iteration 4Q (5323.029577 sec): 3 clusters Score: Raw -2771434.673670 + Penalty 1951.162410 = -2769483.511260 nChanged 1228 SP:Iteration 5Q (5323.126246 sec): 3 clusters Score: Raw -2771964.270631 + Penalty 1951.162410 = -2770013.108221 nChanged 1453 SP:Iteration 6F (5323.198595 sec): 3 clusters Score: Raw -2772751.184806 + Penalty 1951.162410 = -2770800.022396 nChanged 1701 SP:Iteration 7F (5323.283208 sec): 3 clusters Score: Raw -2773836.355789 + Penalty 1951.162410 = -2771885.193379 nChanged 1838 SP:Iteration 8F (5323.369316 sec): 3 clusters Score: Raw -2775190.645054 + Penalty 1951.162410 = -2773239.482644 nChanged 1775 SP:Iteration 9F (5323.463967 sec): 3 clusters Score: Raw -2776585.874355 + Penalty 1951.162410 = -2774634.711945 nChanged 1588 SP:Iteration 10F (5323.548036 sec): 3 clusters Score: Raw -2777893.024024 + Penalty 1951.162410 = -2775941.861613 nChanged 1234 SP:Iteration 11Q (5323.633325 sec): 3 clusters Score: Raw -2778922.173778 + Penalty 1951.162410 = -2776971.011368 nChanged 927 SP:Iteration 12Q (5323.708504 sec): 3 clusters Score: Raw -2779675.430039 + Penalty 1951.162410 = -2777724.267629 nChanged 561 SP:Iteration 13Q (5323.789871 sec): 3 clusters Score: Raw -2780118.946741 + Penalty 1951.162410 = -2778167.784331 nChanged 362 SP:Iteration 14Q (5323.868538 sec): 3 clusters Score: Raw -2780409.046975 + Penalty 1951.162410 = -2778457.884565 nChanged 206 SP:Iteration 15Q (5323.942391 sec): 3 clusters Score: Raw -2780572.199946 + Penalty 1951.162410 = -2778621.037536 nChanged 109 SP:Iteration 16Q (5324.014807 sec): 3 clusters Score: Raw -2780657.992416 + Penalty 1951.162410 = -2778706.830005 nChanged 79 SP:Iteration 17Q (5324.088464 sec): 3 clusters Score: Raw -2780726.574036 + Penalty 1951.162410 = -2778775.411626 nChanged 65 SP:Iteration 18Q (5324.160365 sec): 3 clusters Score: Raw -2780784.533297 + Penalty 1951.162410 = -2778833.370886 nChanged 38 SP:Iteration 19Q (5324.231253 sec): 3 clusters Score: Raw -2780811.959701 + Penalty 1951.162410 = -2778860.797291 nChanged 25 SP:Iteration 20F (5324.308223 sec): 3 clusters Score: Raw -2780826.651750 + Penalty 1951.162410 = -2778875.489340 nChanged 16 SP:Iteration 21Q (5324.382969 sec): 3 clusters Score: Raw -2780835.614379 + Penalty 1951.162410 = -2778884.451969 nChanged 11 SP:Iteration 22Q (5324.435429 sec): 3 clusters Score: Raw -2780844.070057 + Penalty 1951.162410 = -2778892.907646 nChanged 8 SP:Iteration 23Q (5324.488151 sec): 3 clusters Score: Raw -2780848.885198 + Penalty 1951.162410 = -2778897.722788 nChanged 7 SP:Iteration 24Q (5324.571584 sec): 3 clusters Score: Raw -2780853.500399 + Penalty 1951.162410 = -2778902.337989 nChanged 6 SP:Iteration 25Q (5324.645899 sec): 3 clusters Score: Raw -2780857.970605 + Penalty 1951.162410 = -2778906.808194 nChanged 6 SP:Iteration 26Q (5324.725250 sec): 3 clusters Score: Raw -2780861.875858 + Penalty 1951.162410 = -2778910.713448 nChanged 3 SP:Iteration 27Q (5324.801588 sec): 3 clusters Score: Raw -2780865.147850 + Penalty 1951.162410 = -2778913.985440 nChanged 3 SP:Iteration 28Q (5324.870321 sec): 3 clusters Score: Raw -2780866.884971 + Penalty 1951.162410 = -2778915.722560 nChanged 1 SP:Iteration 29Q (5324.945359 sec): 3 clusters Score: Raw -2780867.744419 + Penalty 1951.162410 = -2778916.582009 nChanged 1 SP:Iteration 30Q (5325.020662 sec): 3 clusters Score: Raw -2780868.132587 + Penalty 1951.162410 = -2778916.970176 nChanged 1 SP:Iteration 31Q (5325.092074 sec): 3 clusters Score: Raw -2780868.977521 + Penalty 1951.162410 = -2778917.815111 nChanged 1 SP:Iteration 32Q (5325.162463 sec): 3 clusters Score: Raw -2780869.154853 + Penalty 1951.162410 = -2778917.992443 nChanged 0 SP:Iteration 33F (5325.234766 sec): 3 clusters Score: Raw -2780869.154853 + Penalty 1951.162410 = -2778917.992443 nChanged 0 Trying to split cluster 20 (21660 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5325.275686 sec): 2 clusters Score: Raw -1848884.088121 + Penalty 948.406139 = -1847935.681982 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5325.351363 sec): 3 clusters Score: Raw -1835294.703017 + Penalty 1896.812279 = -1833397.890738 nChanged 10163 SP:Iteration 1F (5325.424389 sec): 3 clusters Score: Raw -1841664.705456 + Penalty 1896.812279 = -1839767.893177 nChanged 1457 SP:Iteration 2F (5325.495335 sec): 3 clusters Score: Raw -1842484.475116 + Penalty 1896.812279 = -1840587.662837 nChanged 1597 SP:Iteration 3F (5325.576899 sec): 3 clusters Score: Raw -1843594.320901 + Penalty 1896.812279 = -1841697.508623 nChanged 1678 SP:Iteration 4F (5325.651754 sec): 3 clusters Score: Raw -1844875.422562 + Penalty 1896.812279 = -1842978.610283 nChanged 1505 SP:Iteration 5F (5325.729690 sec): 3 clusters Score: Raw -1846101.003460 + Penalty 1896.812279 = -1844204.191181 nChanged 1217 SP:Iteration 6F (5325.799362 sec): 3 clusters Score: Raw -1847111.540153 + Penalty 1896.812279 = -1845214.727874 nChanged 850 SP:Iteration 7Q (5325.871201 sec): 3 clusters Score: Raw -1847838.161011 + Penalty 1896.812279 = -1845941.348732 nChanged 517 SP:Iteration 8Q (5325.928819 sec): 3 clusters Score: Raw -1848309.692732 + Penalty 1896.812279 = -1846412.880453 nChanged 286 SP:Iteration 9Q (5326.001766 sec): 3 clusters Score: Raw -1848644.772809 + Penalty 1896.812279 = -1846747.960530 nChanged 209 SP:Iteration 10Q (5326.072815 sec): 3 clusters Score: Raw -1848933.709432 + Penalty 1896.812279 = -1847036.897153 nChanged 202 SP:Iteration 11Q (5326.135769 sec): 3 clusters Score: Raw -1849147.394544 + Penalty 1896.812279 = -1847250.582265 nChanged 157 SP:Iteration 12Q (5326.200176 sec): 3 clusters Score: Raw -1849260.215312 + Penalty 1896.812279 = -1847363.403033 nChanged 113 SP:Iteration 13Q (5326.263494 sec): 3 clusters Score: Raw -1849313.500357 + Penalty 1896.812279 = -1847416.688078 nChanged 81 SP:Iteration 14Q (5326.332018 sec): 3 clusters Score: Raw -1849350.597349 + Penalty 1896.812279 = -1847453.785070 nChanged 70 SP:Iteration 15Q (5326.401781 sec): 3 clusters Score: Raw -1849379.211315 + Penalty 1896.812279 = -1847482.399036 nChanged 72 SP:Iteration 16Q (5326.468196 sec): 3 clusters Score: Raw -1849408.730335 + Penalty 1896.812279 = -1847511.918056 nChanged 54 SP:Iteration 17Q (5326.537980 sec): 3 clusters Score: Raw -1849424.882411 + Penalty 1896.812279 = -1847528.070132 nChanged 47 SP:Iteration 18Q (5326.593551 sec): 3 clusters Score: Raw -1849437.439546 + Penalty 1896.812279 = -1847540.627267 nChanged 28 SP:Iteration 19Q (5326.659053 sec): 3 clusters Score: Raw -1849445.032940 + Penalty 1896.812279 = -1847548.220662 nChanged 23 SP:Iteration 20F (5326.722494 sec): 3 clusters Score: Raw -1849449.119831 + Penalty 1896.812279 = -1847552.307552 nChanged 15 SP:Iteration 21Q (5326.786312 sec): 3 clusters Score: Raw -1849452.398668 + Penalty 1896.812279 = -1847555.586389 nChanged 21 SP:Iteration 22Q (5326.850705 sec): 3 clusters Score: Raw -1849456.241871 + Penalty 1896.812279 = -1847559.429592 nChanged 15 SP:Iteration 23Q (5326.915226 sec): 3 clusters Score: Raw -1849459.228099 + Penalty 1896.812279 = -1847562.415820 nChanged 15 SP:Iteration 24Q (5326.977965 sec): 3 clusters Score: Raw -1849461.894919 + Penalty 1896.812279 = -1847565.082640 nChanged 17 SP:Iteration 25Q (5327.048690 sec): 3 clusters Score: Raw -1849464.884528 + Penalty 1896.812279 = -1847568.072249 nChanged 18 SP:Iteration 26Q (5327.104544 sec): 3 clusters Score: Raw -1849467.170472 + Penalty 1896.812279 = -1847570.358193 nChanged 9 SP:Iteration 27Q (5327.174961 sec): 3 clusters Score: Raw -1849468.611916 + Penalty 1896.812279 = -1847571.799637 nChanged 10 SP:Iteration 28Q (5327.246735 sec): 3 clusters Score: Raw -1849470.044211 + Penalty 1896.812279 = -1847573.231932 nChanged 5 SP:Iteration 29Q (5327.317883 sec): 3 clusters Score: Raw -1849470.875615 + Penalty 1896.812279 = -1847574.063336 nChanged 8 SP:Iteration 30Q (5327.388945 sec): 3 clusters Score: Raw -1849471.806869 + Penalty 1896.812279 = -1847574.994590 nChanged 6 SP:Iteration 31Q (5327.458823 sec): 3 clusters Score: Raw -1849472.731653 + Penalty 1896.812279 = -1847575.919374 nChanged 10 SP:Iteration 32Q (5327.513852 sec): 3 clusters Score: Raw -1849474.512492 + Penalty 1896.812279 = -1847577.700213 nChanged 7 SP:Iteration 33Q (5327.593854 sec): 3 clusters Score: Raw -1849475.600088 + Penalty 1896.812279 = -1847578.787809 nChanged 8 SP:Iteration 34Q (5327.666214 sec): 3 clusters Score: Raw -1849476.938909 + Penalty 1896.812279 = -1847580.126630 nChanged 11 SP:Iteration 35Q (5327.738180 sec): 3 clusters Score: Raw -1849478.308626 + Penalty 1896.812279 = -1847581.496347 nChanged 9 SP:Iteration 36Q (5327.808674 sec): 3 clusters Score: Raw -1849479.753042 + Penalty 1896.812279 = -1847582.940763 nChanged 11 SP:Iteration 37Q (5327.870820 sec): 3 clusters Score: Raw -1849481.309761 + Penalty 1896.812279 = -1847584.497482 nChanged 13 SP:Iteration 38Q (5327.948104 sec): 3 clusters Score: Raw -1849483.342851 + Penalty 1896.812279 = -1847586.530572 nChanged 13 SP:Iteration 39Q (5328.018538 sec): 3 clusters Score: Raw -1849485.061786 + Penalty 1896.812279 = -1847588.249507 nChanged 7 SP:Iteration 40F (5328.090765 sec): 3 clusters Score: Raw -1849486.390164 + Penalty 1896.812279 = -1847589.577885 nChanged 10 SP:Iteration 41Q (5328.163206 sec): 3 clusters Score: Raw -1849488.307811 + Penalty 1896.812279 = -1847591.495532 nChanged 12 SP:Iteration 42Q (5328.234175 sec): 3 clusters Score: Raw -1849490.581985 + Penalty 1896.812279 = -1847593.769706 nChanged 10 SP:Iteration 43Q (5328.292391 sec): 3 clusters Score: Raw -1849491.919602 + Penalty 1896.812279 = -1847595.107323 nChanged 9 SP:Iteration 44Q (5328.359000 sec): 3 clusters Score: Raw -1849493.097212 + Penalty 1896.812279 = -1847596.284933 nChanged 6 SP:Iteration 45Q (5328.423043 sec): 3 clusters Score: Raw -1849493.780418 + Penalty 1896.812279 = -1847596.968139 nChanged 9 SP:Iteration 46Q (5328.504724 sec): 3 clusters Score: Raw -1849494.942239 + Penalty 1896.812279 = -1847598.129960 nChanged 7 SP:Iteration 47Q (5328.561291 sec): 3 clusters Score: Raw -1849495.936792 + Penalty 1896.812279 = -1847599.124513 nChanged 8 SP:Iteration 48Q (5328.639916 sec): 3 clusters Score: Raw -1849496.895527 + Penalty 1896.812279 = -1847600.083248 nChanged 6 SP:Iteration 49Q (5328.693761 sec): 3 clusters Score: Raw -1849497.581744 + Penalty 1896.812279 = -1847600.769465 nChanged 3 SP:Iteration 50Q (5328.759819 sec): 3 clusters Score: Raw -1849497.746866 + Penalty 1896.812279 = -1847600.934587 nChanged 1 SP:Iteration 51Q (5328.808908 sec): 3 clusters Score: Raw -1849497.797322 + Penalty 1896.812279 = -1847600.985043 nChanged 1 SP:Iteration 52Q (5328.844522 sec): 3 clusters Score: Raw -1849497.830489 + Penalty 1896.812279 = -1847601.018210 nChanged 0 SP:Iteration 53F (5328.884205 sec): 3 clusters Score: Raw -1849497.830489 + Penalty 1896.812279 = -1847601.018210 nChanged 0 Trying to split cluster 21 (30840 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5328.929843 sec): 2 clusters Score: Raw -2969897.540899 + Penalty 981.973944 = -2968915.566956 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5329.004551 sec): 3 clusters Score: Raw -2950263.373323 + Penalty 1963.947887 = -2948299.425436 nChanged 14597 SP:Iteration 1F (5329.054820 sec): 3 clusters Score: Raw -2958815.885596 + Penalty 1963.947887 = -2956851.937708 nChanged 1833 SP:Iteration 2F (5329.107078 sec): 3 clusters Score: Raw -2959734.091569 + Penalty 1963.947887 = -2957770.143682 nChanged 2048 SP:Iteration 3F (5329.195941 sec): 3 clusters Score: Raw -2960891.459767 + Penalty 1963.947887 = -2958927.511879 nChanged 2102 SP:Iteration 4F (5329.277024 sec): 3 clusters Score: Raw -2962332.110265 + Penalty 1963.947887 = -2960368.162378 nChanged 2122 SP:Iteration 5F (5329.363204 sec): 3 clusters Score: Raw -2963980.901711 + Penalty 1963.947887 = -2962016.953824 nChanged 1914 SP:Iteration 6F (5329.452069 sec): 3 clusters Score: Raw -2965619.959640 + Penalty 1963.947887 = -2963656.011753 nChanged 1490 SP:Iteration 7Q (5329.537291 sec): 3 clusters Score: Raw -2966873.578462 + Penalty 1963.947887 = -2964909.630575 nChanged 1094 SP:Iteration 8Q (5329.628799 sec): 3 clusters Score: Raw -2967749.651612 + Penalty 1963.947887 = -2965785.703725 nChanged 756 SP:Iteration 9Q (5329.714976 sec): 3 clusters Score: Raw -2968324.843405 + Penalty 1963.947887 = -2966360.895517 nChanged 581 SP:Iteration 10Q (5329.797831 sec): 3 clusters Score: Raw -2968746.537965 + Penalty 1963.947887 = -2966782.590078 nChanged 481 SP:Iteration 11Q (5329.880599 sec): 3 clusters Score: Raw -2969077.702230 + Penalty 1963.947887 = -2967113.754342 nChanged 364 SP:Iteration 12Q (5329.964361 sec): 3 clusters Score: Raw -2969332.854977 + Penalty 1963.947887 = -2967368.907090 nChanged 272 SP:Iteration 13Q (5330.045260 sec): 3 clusters Score: Raw -2969512.483380 + Penalty 1963.947887 = -2967548.535493 nChanged 215 SP:Iteration 14Q (5330.123287 sec): 3 clusters Score: Raw -2969640.200040 + Penalty 1963.947887 = -2967676.252153 nChanged 186 SP:Iteration 15Q (5330.194159 sec): 3 clusters Score: Raw -2969745.698554 + Penalty 1963.947887 = -2967781.750667 nChanged 150 SP:Iteration 16Q (5330.279491 sec): 3 clusters Score: Raw -2969832.909334 + Penalty 1963.947887 = -2967868.961447 nChanged 126 SP:Iteration 17Q (5330.349392 sec): 3 clusters Score: Raw -2969899.304603 + Penalty 1963.947887 = -2967935.356716 nChanged 93 SP:Iteration 18Q (5330.434137 sec): 3 clusters Score: Raw -2969937.654197 + Penalty 1963.947887 = -2967973.706310 nChanged 69 SP:Iteration 19Q (5330.512131 sec): 3 clusters Score: Raw -2969964.986498 + Penalty 1963.947887 = -2968001.038611 nChanged 70 SP:Iteration 20F (5330.599402 sec): 3 clusters Score: Raw -2969995.375401 + Penalty 1963.947887 = -2968031.427514 nChanged 51 SP:Iteration 21Q (5330.668872 sec): 3 clusters Score: Raw -2970014.946134 + Penalty 1963.947887 = -2968050.998247 nChanged 42 SP:Iteration 22Q (5330.713664 sec): 3 clusters Score: Raw -2970029.549347 + Penalty 1963.947887 = -2968065.601460 nChanged 36 SP:Iteration 23Q (5330.757956 sec): 3 clusters Score: Raw -2970042.228803 + Penalty 1963.947887 = -2968078.280916 nChanged 32 SP:Iteration 24Q (5330.801891 sec): 3 clusters Score: Raw -2970052.922627 + Penalty 1963.947887 = -2968088.974739 nChanged 27 SP:Iteration 25Q (5330.880077 sec): 3 clusters Score: Raw -2970061.496931 + Penalty 1963.947887 = -2968097.549044 nChanged 23 SP:Iteration 26Q (5330.972659 sec): 3 clusters Score: Raw -2970067.596117 + Penalty 1963.947887 = -2968103.648229 nChanged 13 SP:Iteration 27Q (5331.054274 sec): 3 clusters Score: Raw -2970070.550505 + Penalty 1963.947887 = -2968106.602618 nChanged 9 SP:Iteration 28Q (5331.134878 sec): 3 clusters Score: Raw -2970072.691600 + Penalty 1963.947887 = -2968108.743713 nChanged 11 SP:Iteration 29Q (5331.216080 sec): 3 clusters Score: Raw -2970075.448029 + Penalty 1963.947887 = -2968111.500142 nChanged 11 SP:Iteration 30Q (5331.287354 sec): 3 clusters Score: Raw -2970079.211917 + Penalty 1963.947887 = -2968115.264030 nChanged 16 SP:Iteration 31Q (5331.357615 sec): 3 clusters Score: Raw -2970084.830772 + Penalty 1963.947887 = -2968120.882884 nChanged 14 SP:Iteration 32Q (5331.439247 sec): 3 clusters Score: Raw -2970089.984953 + Penalty 1963.947887 = -2968126.037066 nChanged 15 SP:Iteration 33Q (5331.521980 sec): 3 clusters Score: Raw -2970093.507263 + Penalty 1963.947887 = -2968129.559376 nChanged 9 SP:Iteration 34Q (5331.599520 sec): 3 clusters Score: Raw -2970095.420466 + Penalty 1963.947887 = -2968131.472579 nChanged 10 SP:Iteration 35Q (5331.660895 sec): 3 clusters Score: Raw -2970098.037792 + Penalty 1963.947887 = -2968134.089905 nChanged 7 SP:Iteration 36Q (5331.730926 sec): 3 clusters Score: Raw -2970099.061134 + Penalty 1963.947887 = -2968135.113247 nChanged 6 SP:Iteration 37Q (5331.804009 sec): 3 clusters Score: Raw -2970099.980362 + Penalty 1963.947887 = -2968136.032475 nChanged 2 SP:Iteration 38Q (5331.885972 sec): 3 clusters Score: Raw -2970100.231440 + Penalty 1963.947887 = -2968136.283553 nChanged 0 SP:Iteration 39F (5331.968882 sec): 3 clusters Score: Raw -2970100.231440 + Penalty 1963.947887 = -2968136.283553 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5332.144829 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5332.365000 sec): 3 clusters Score: Raw -12793540.130553 + Penalty 2243.674617 = -12791296.455936 nChanged 65239 SP:Iteration 1F (5332.581661 sec): 3 clusters Score: Raw -12832955.277221 + Penalty 2243.674617 = -12830711.602604 nChanged 4580 SP:Iteration 2Q (5332.801014 sec): 3 clusters Score: Raw -12834139.281808 + Penalty 2243.674617 = -12831895.607190 nChanged 4717 SP:Iteration 3Q (5333.024080 sec): 3 clusters Score: Raw -12835629.311988 + Penalty 2243.674617 = -12833385.637371 nChanged 5228 SP:Iteration 4Q (5333.238803 sec): 3 clusters Score: Raw -12837705.407645 + Penalty 2243.674617 = -12835461.733028 nChanged 6218 SP:Iteration 5Q (5333.456257 sec): 3 clusters Score: Raw -12840897.418701 + Penalty 2243.674617 = -12838653.744084 nChanged 7481 SP:Iteration 6F (5333.662773 sec): 3 clusters Score: Raw -12845550.044952 + Penalty 2243.674617 = -12843306.370335 nChanged 8763 SP:Iteration 7F (5333.867969 sec): 3 clusters Score: Raw -12851733.779434 + Penalty 2243.674617 = -12849490.104817 nChanged 8958 SP:Iteration 8F (5334.073066 sec): 3 clusters Score: Raw -12858551.819035 + Penalty 2243.674617 = -12856308.144417 nChanged 8104 SP:Iteration 9F (5334.275039 sec): 3 clusters Score: Raw -12864692.164106 + Penalty 2243.674617 = -12862448.489489 nChanged 6340 SP:Iteration 10Q (5334.489364 sec): 3 clusters Score: Raw -12869140.295846 + Penalty 2243.674617 = -12866896.621229 nChanged 4817 SP:Iteration 11Q (5334.691297 sec): 3 clusters Score: Raw -12872258.968850 + Penalty 2243.674617 = -12870015.294233 nChanged 3546 SP:Iteration 12Q (5334.891440 sec): 3 clusters Score: Raw -12874423.994731 + Penalty 2243.674617 = -12872180.320114 nChanged 2845 SP:Iteration 13Q (5335.089296 sec): 3 clusters Score: Raw -12876101.885955 + Penalty 2243.674617 = -12873858.211338 nChanged 2318 SP:Iteration 14Q (5335.287620 sec): 3 clusters Score: Raw -12877442.071780 + Penalty 2243.674617 = -12875198.397163 nChanged 2018 SP:Iteration 15Q (5335.486972 sec): 3 clusters Score: Raw -12878601.390276 + Penalty 2243.674617 = -12876357.715659 nChanged 1684 SP:Iteration 16Q (5335.676326 sec): 3 clusters Score: Raw -12879550.048206 + Penalty 2243.674617 = -12877306.373589 nChanged 1434 SP:Iteration 17Q (5335.866923 sec): 3 clusters Score: Raw -12880355.625981 + Penalty 2243.674617 = -12878111.951364 nChanged 1167 SP:Iteration 18Q (5336.064964 sec): 3 clusters Score: Raw -12880996.952951 + Penalty 2243.674617 = -12878753.278334 nChanged 954 SP:Iteration 19Q (5336.243463 sec): 3 clusters Score: Raw -12881522.127787 + Penalty 2243.674617 = -12879278.453170 nChanged 752 SP:Iteration 20F (5336.448847 sec): 3 clusters Score: Raw -12881931.273136 + Penalty 2243.674617 = -12879687.598518 nChanged 563 SP:Iteration 21Q (5336.633768 sec): 3 clusters Score: Raw -12882235.979221 + Penalty 2243.674617 = -12879992.304604 nChanged 404 SP:Iteration 22Q (5336.814500 sec): 3 clusters Score: Raw -12882459.115808 + Penalty 2243.674617 = -12880215.441191 nChanged 324 SP:Iteration 23Q (5336.996010 sec): 3 clusters Score: Raw -12882638.049152 + Penalty 2243.674617 = -12880394.374535 nChanged 225 SP:Iteration 24Q (5337.180740 sec): 3 clusters Score: Raw -12882747.563846 + Penalty 2243.674617 = -12880503.889229 nChanged 147 SP:Iteration 25Q (5337.352521 sec): 3 clusters Score: Raw -12882809.181933 + Penalty 2243.674617 = -12880565.507316 nChanged 107 SP:Iteration 26Q (5337.521296 sec): 3 clusters Score: Raw -12882857.709199 + Penalty 2243.674617 = -12880614.034582 nChanged 68 SP:Iteration 27Q (5337.701856 sec): 3 clusters Score: Raw -12882887.600196 + Penalty 2243.674617 = -12880643.925579 nChanged 63 SP:Iteration 28Q (5337.892077 sec): 3 clusters Score: Raw -12882918.865431 + Penalty 2243.674617 = -12880675.190814 nChanged 50 SP:Iteration 29Q (5338.080295 sec): 3 clusters Score: Raw -12882944.128775 + Penalty 2243.674617 = -12880700.454158 nChanged 41 SP:Iteration 30Q (5338.228662 sec): 3 clusters Score: Raw -12882957.693710 + Penalty 2243.674617 = -12880714.019093 nChanged 34 SP:Iteration 31Q (5338.404508 sec): 3 clusters Score: Raw -12882968.942889 + Penalty 2243.674617 = -12880725.268272 nChanged 22 SP:Iteration 32Q (5338.581386 sec): 3 clusters Score: Raw -12882979.160712 + Penalty 2243.674617 = -12880735.486095 nChanged 21 SP:Iteration 33Q (5338.773251 sec): 3 clusters Score: Raw -12882987.256520 + Penalty 2243.674617 = -12880743.581903 nChanged 19 SP:Iteration 34Q (5338.948042 sec): 3 clusters Score: Raw -12882994.323737 + Penalty 2243.674617 = -12880750.649120 nChanged 9 SP:Iteration 35Q (5339.121272 sec): 3 clusters Score: Raw -12882997.335945 + Penalty 2243.674617 = -12880753.661328 nChanged 6 SP:Iteration 36Q (5339.294174 sec): 3 clusters Score: Raw -12882999.126613 + Penalty 2243.674617 = -12880755.451996 nChanged 4 SP:Iteration 37Q (5339.467064 sec): 3 clusters Score: Raw -12883000.215149 + Penalty 2243.674617 = -12880756.540532 nChanged 5 SP:Iteration 38Q (5339.641973 sec): 3 clusters Score: Raw -12883001.428462 + Penalty 2243.674617 = -12880757.753845 nChanged 5 SP:Iteration 39Q (5339.807269 sec): 3 clusters Score: Raw -12883003.430899 + Penalty 2243.674617 = -12880759.756282 nChanged 7 SP:Iteration 40F (5340.000381 sec): 3 clusters Score: Raw -12883005.923340 + Penalty 2243.674617 = -12880762.248723 nChanged 6 SP:Iteration 41Q (5340.182716 sec): 3 clusters Score: Raw -12883007.786750 + Penalty 2243.674617 = -12880764.112132 nChanged 4 SP:Iteration 42Q (5340.368043 sec): 3 clusters Score: Raw -12883008.909884 + Penalty 2243.674617 = -12880765.235267 nChanged 6 SP:Iteration 43Q (5340.548864 sec): 3 clusters Score: Raw -12883010.460719 + Penalty 2243.674617 = -12880766.786102 nChanged 2 SP:Iteration 44Q (5340.720890 sec): 3 clusters Score: Raw -12883011.430342 + Penalty 2243.674617 = -12880767.755725 nChanged 2 SP:Iteration 45Q (5340.896400 sec): 3 clusters Score: Raw -12883011.877952 + Penalty 2243.674617 = -12880768.203335 nChanged 2 SP:Iteration 46Q (5341.077670 sec): 3 clusters Score: Raw -12883012.297749 + Penalty 2243.674617 = -12880768.623131 nChanged 1 SP:Iteration 47Q (5341.257589 sec): 3 clusters Score: Raw -12883012.359440 + Penalty 2243.674617 = -12880768.684823 nChanged 1 SP:Iteration 48Q (5341.435220 sec): 3 clusters Score: Raw -12883012.551491 + Penalty 2243.674617 = -12880768.876874 nChanged 1 SP:Iteration 49Q (5341.611974 sec): 3 clusters Score: Raw -12883012.716793 + Penalty 2243.674617 = -12880769.042176 nChanged 2 SP:Iteration 50Q (5341.770392 sec): 3 clusters Score: Raw -12883013.138902 + Penalty 2243.674617 = -12880769.464285 nChanged 1 SP:Iteration 51Q (5341.954032 sec): 3 clusters Score: Raw -12883013.527146 + Penalty 2243.674617 = -12880769.852529 nChanged 1 SP:Iteration 52Q (5342.124665 sec): 3 clusters Score: Raw -12883014.088458 + Penalty 2243.674617 = -12880770.413841 nChanged 3 SP:Iteration 53Q (5342.308156 sec): 3 clusters Score: Raw -12883014.645045 + Penalty 2243.674617 = -12880770.970428 nChanged 1 SP:Iteration 54Q (5342.489557 sec): 3 clusters Score: Raw -12883014.853212 + Penalty 2243.674617 = -12880771.178595 nChanged 2 SP:Iteration 55Q (5342.663308 sec): 3 clusters Score: Raw -12883016.048293 + Penalty 2243.674617 = -12880772.373676 nChanged 4 SP:Iteration 56Q (5342.836191 sec): 3 clusters Score: Raw -12883017.350880 + Penalty 2243.674617 = -12880773.676263 nChanged 2 SP:Iteration 57Q (5343.009599 sec): 3 clusters Score: Raw -12883018.942875 + Penalty 2243.674617 = -12880775.268258 nChanged 3 SP:Iteration 58Q (5343.201931 sec): 3 clusters Score: Raw -12883020.480082 + Penalty 2243.674617 = -12880776.805465 nChanged 4 SP:Iteration 59Q (5343.383400 sec): 3 clusters Score: Raw -12883021.627895 + Penalty 2243.674617 = -12880777.953278 nChanged 0 SP:Iteration 60F (5343.598269 sec): 3 clusters Score: Raw -12883021.627895 + Penalty 2243.674617 = -12880777.953278 nChanged 0 Trying to split cluster 23 (181 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5343.622372 sec): 2 clusters Score: Raw -12700.538150 + Penalty 493.857218 = -12206.680932 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5343.671258 sec): 3 clusters Score: Raw -12844.330100 + Penalty 987.714436 = -11856.615664 nChanged 52 SP:Iteration 1F (5343.709712 sec): 3 clusters Score: Raw -12982.926758 + Penalty 987.714436 = -11995.212322 nChanged 18 SP:Iteration 2F (5343.756722 sec): 3 clusters Score: Raw -13040.482978 + Penalty 987.714436 = -12052.768542 nChanged 6 SP:Iteration 3Q (5343.805616 sec): 3 clusters Score: Raw -13053.698031 + Penalty 987.714436 = -12065.983595 nChanged 6 SP:Iteration 4Q (5343.852789 sec): 3 clusters Score: Raw -13063.600392 + Penalty 987.714436 = -12075.885956 nChanged 6 SP:Iteration 5Q (5343.901691 sec): 3 clusters Score: Raw -13079.281158 + Penalty 987.714436 = -12091.566722 nChanged 5 SP:Iteration 6Q (5343.948821 sec): 3 clusters Score: Raw -13117.602158 + Penalty 987.714436 = -12129.887722 nChanged 0 SP:Iteration 7F (5344.008262 sec): 3 clusters Score: Raw -13117.602158 + Penalty 987.714436 = -12129.887722 nChanged 0 Trying to split cluster 24 (4831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5344.028287 sec): 2 clusters Score: Raw -417597.667063 + Penalty 805.866833 = -416791.800230 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5344.082397 sec): 3 clusters Score: Raw -414900.517931 + Penalty 1611.733665 = -413288.784265 nChanged 2073 SP:Iteration 1F (5344.135718 sec): 3 clusters Score: Raw -416011.542951 + Penalty 1611.733665 = -414399.809286 nChanged 319 SP:Iteration 2F (5344.185998 sec): 3 clusters Score: Raw -416167.038547 + Penalty 1611.733665 = -414555.304882 nChanged 299 SP:Iteration 3F (5344.239293 sec): 3 clusters Score: Raw -416319.765259 + Penalty 1611.733665 = -414708.031593 nChanged 262 SP:Iteration 4F (5344.292093 sec): 3 clusters Score: Raw -416470.315121 + Penalty 1611.733665 = -414858.581456 nChanged 274 SP:Iteration 5F (5344.344828 sec): 3 clusters Score: Raw -416656.446988 + Penalty 1611.733665 = -415044.713323 nChanged 287 SP:Iteration 6F (5344.397678 sec): 3 clusters Score: Raw -416872.526445 + Penalty 1611.733665 = -415260.792780 nChanged 244 SP:Iteration 7F (5344.450318 sec): 3 clusters Score: Raw -417078.087620 + Penalty 1611.733665 = -415466.353955 nChanged 207 SP:Iteration 8Q (5344.503144 sec): 3 clusters Score: Raw -417259.498988 + Penalty 1611.733665 = -415647.765322 nChanged 163 SP:Iteration 9Q (5344.556681 sec): 3 clusters Score: Raw -417411.063444 + Penalty 1611.733665 = -415799.329779 nChanged 111 SP:Iteration 10Q (5344.622591 sec): 3 clusters Score: Raw -417512.947656 + Penalty 1611.733665 = -415901.213991 nChanged 66 SP:Iteration 11Q (5344.661383 sec): 3 clusters Score: Raw -417580.263956 + Penalty 1611.733665 = -415968.530290 nChanged 40 SP:Iteration 12Q (5344.715994 sec): 3 clusters Score: Raw -417631.187157 + Penalty 1611.733665 = -416019.453491 nChanged 35 SP:Iteration 13Q (5344.770438 sec): 3 clusters Score: Raw -417666.750075 + Penalty 1611.733665 = -416055.016410 nChanged 28 SP:Iteration 14Q (5344.821405 sec): 3 clusters Score: Raw -417698.928604 + Penalty 1611.733665 = -416087.194939 nChanged 18 SP:Iteration 15Q (5344.873704 sec): 3 clusters Score: Raw -417716.183855 + Penalty 1611.733665 = -416104.450189 nChanged 15 SP:Iteration 16Q (5344.916417 sec): 3 clusters Score: Raw -417732.318904 + Penalty 1611.733665 = -416120.585239 nChanged 13 SP:Iteration 17Q (5344.968263 sec): 3 clusters Score: Raw -417747.460553 + Penalty 1611.733665 = -416135.726888 nChanged 10 SP:Iteration 18Q (5345.019582 sec): 3 clusters Score: Raw -417754.623159 + Penalty 1611.733665 = -416142.889493 nChanged 1 SP:Iteration 19Q (5345.071626 sec): 3 clusters Score: Raw -417754.963946 + Penalty 1611.733665 = -416143.230281 nChanged 0 SP:Iteration 20F (5345.124834 sec): 3 clusters Score: Raw -417754.963946 + Penalty 1611.733665 = -416143.230281 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5345.163045 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5345.229190 sec): 3 clusters Score: Raw -1311849.865034 + Penalty 1810.884973 = -1310038.980061 nChanged 6323 SP:Iteration 1F (5345.289778 sec): 3 clusters Score: Raw -1315734.198743 + Penalty 1810.884973 = -1313923.313769 nChanged 931 SP:Iteration 2F (5345.365059 sec): 3 clusters Score: Raw -1316297.780402 + Penalty 1810.884973 = -1314486.895429 nChanged 937 SP:Iteration 3F (5345.419856 sec): 3 clusters Score: Raw -1316895.747865 + Penalty 1810.884973 = -1315084.862891 nChanged 883 SP:Iteration 4F (5345.485196 sec): 3 clusters Score: Raw -1317510.010573 + Penalty 1810.884973 = -1315699.125600 nChanged 814 SP:Iteration 5F (5345.545083 sec): 3 clusters Score: Raw -1318128.918174 + Penalty 1810.884973 = -1316318.033200 nChanged 673 SP:Iteration 6Q (5345.610683 sec): 3 clusters Score: Raw -1318707.349584 + Penalty 1810.884973 = -1316896.464611 nChanged 528 SP:Iteration 7Q (5345.675628 sec): 3 clusters Score: Raw -1319140.638742 + Penalty 1810.884973 = -1317329.753768 nChanged 386 SP:Iteration 8Q (5345.740253 sec): 3 clusters Score: Raw -1319414.016926 + Penalty 1810.884973 = -1317603.131952 nChanged 300 SP:Iteration 9Q (5345.814241 sec): 3 clusters Score: Raw -1319600.641538 + Penalty 1810.884973 = -1317789.756564 nChanged 225 SP:Iteration 10Q (5345.867305 sec): 3 clusters Score: Raw -1319709.862787 + Penalty 1810.884973 = -1317898.977813 nChanged 149 SP:Iteration 11Q (5345.925743 sec): 3 clusters Score: Raw -1319761.327409 + Penalty 1810.884973 = -1317950.442436 nChanged 130 SP:Iteration 12Q (5345.989498 sec): 3 clusters Score: Raw -1319802.701518 + Penalty 1810.884973 = -1317991.816544 nChanged 101 SP:Iteration 13Q (5346.053032 sec): 3 clusters Score: Raw -1319836.390727 + Penalty 1810.884973 = -1318025.505753 nChanged 97 SP:Iteration 14Q (5346.116065 sec): 3 clusters Score: Raw -1319869.166292 + Penalty 1810.884973 = -1318058.281319 nChanged 87 SP:Iteration 15Q (5346.180220 sec): 3 clusters Score: Raw -1319903.539147 + Penalty 1810.884973 = -1318092.654174 nChanged 84 SP:Iteration 16Q (5346.243290 sec): 3 clusters Score: Raw -1319933.139600 + Penalty 1810.884973 = -1318122.254627 nChanged 72 SP:Iteration 17Q (5346.296345 sec): 3 clusters Score: Raw -1319957.852406 + Penalty 1810.884973 = -1318146.967433 nChanged 58 SP:Iteration 18Q (5346.359443 sec): 3 clusters Score: Raw -1319979.619364 + Penalty 1810.884973 = -1318168.734390 nChanged 61 SP:Iteration 19Q (5346.422230 sec): 3 clusters Score: Raw -1320002.795272 + Penalty 1810.884973 = -1318191.910298 nChanged 73 SP:Iteration 20F (5346.487664 sec): 3 clusters Score: Raw -1320025.312820 + Penalty 1810.884973 = -1318214.427847 nChanged 70 SP:Iteration 21Q (5346.545272 sec): 3 clusters Score: Raw -1320046.287344 + Penalty 1810.884973 = -1318235.402370 nChanged 66 SP:Iteration 22Q (5346.608205 sec): 3 clusters Score: Raw -1320068.710478 + Penalty 1810.884973 = -1318257.825505 nChanged 57 SP:Iteration 23Q (5346.681482 sec): 3 clusters Score: Raw -1320091.645227 + Penalty 1810.884973 = -1318280.760254 nChanged 54 SP:Iteration 24Q (5346.733682 sec): 3 clusters Score: Raw -1320108.989196 + Penalty 1810.884973 = -1318298.104222 nChanged 38 SP:Iteration 25Q (5346.794397 sec): 3 clusters Score: Raw -1320119.516953 + Penalty 1810.884973 = -1318308.631980 nChanged 34 SP:Iteration 26Q (5346.855402 sec): 3 clusters Score: Raw -1320127.967676 + Penalty 1810.884973 = -1318317.082702 nChanged 32 SP:Iteration 27Q (5346.916780 sec): 3 clusters Score: Raw -1320133.990202 + Penalty 1810.884973 = -1318323.105229 nChanged 22 SP:Iteration 28Q (5346.977470 sec): 3 clusters Score: Raw -1320138.359224 + Penalty 1810.884973 = -1318327.474250 nChanged 25 SP:Iteration 29Q (5347.043610 sec): 3 clusters Score: Raw -1320144.156513 + Penalty 1810.884973 = -1318333.271540 nChanged 25 SP:Iteration 30Q (5347.096139 sec): 3 clusters Score: Raw -1320149.941492 + Penalty 1810.884973 = -1318339.056519 nChanged 25 SP:Iteration 31Q (5347.168483 sec): 3 clusters Score: Raw -1320156.064609 + Penalty 1810.884973 = -1318345.179636 nChanged 22 SP:Iteration 32Q (5347.223811 sec): 3 clusters Score: Raw -1320163.726226 + Penalty 1810.884973 = -1318352.841253 nChanged 29 SP:Iteration 33Q (5347.276957 sec): 3 clusters Score: Raw -1320173.675042 + Penalty 1810.884973 = -1318362.790069 nChanged 29 SP:Iteration 34Q (5347.340456 sec): 3 clusters Score: Raw -1320181.511464 + Penalty 1810.884973 = -1318370.626491 nChanged 31 SP:Iteration 35Q (5347.404066 sec): 3 clusters Score: Raw -1320190.339565 + Penalty 1810.884973 = -1318379.454592 nChanged 25 SP:Iteration 36Q (5347.473921 sec): 3 clusters Score: Raw -1320197.576093 + Penalty 1810.884973 = -1318386.691120 nChanged 28 SP:Iteration 37Q (5347.525548 sec): 3 clusters Score: Raw -1320206.283842 + Penalty 1810.884973 = -1318395.398869 nChanged 29 SP:Iteration 38Q (5347.596831 sec): 3 clusters Score: Raw -1320215.378616 + Penalty 1810.884973 = -1318404.493642 nChanged 32 SP:Iteration 39Q (5347.647618 sec): 3 clusters Score: Raw -1320227.190308 + Penalty 1810.884973 = -1318416.305335 nChanged 27 SP:Iteration 40F (5347.721036 sec): 3 clusters Score: Raw -1320238.179213 + Penalty 1810.884973 = -1318427.294239 nChanged 26 SP:Iteration 41Q (5347.771721 sec): 3 clusters Score: Raw -1320248.163081 + Penalty 1810.884973 = -1318437.278107 nChanged 33 SP:Iteration 42Q (5347.843535 sec): 3 clusters Score: Raw -1320260.653322 + Penalty 1810.884973 = -1318449.768349 nChanged 30 SP:Iteration 43Q (5347.895305 sec): 3 clusters Score: Raw -1320272.029618 + Penalty 1810.884973 = -1318461.144645 nChanged 28 SP:Iteration 44Q (5347.966889 sec): 3 clusters Score: Raw -1320279.231404 + Penalty 1810.884973 = -1318468.346430 nChanged 20 SP:Iteration 45Q (5348.021418 sec): 3 clusters Score: Raw -1320286.880001 + Penalty 1810.884973 = -1318475.995028 nChanged 22 SP:Iteration 46Q (5348.093264 sec): 3 clusters Score: Raw -1320296.087660 + Penalty 1810.884973 = -1318485.202687 nChanged 20 SP:Iteration 47Q (5348.154301 sec): 3 clusters Score: Raw -1320302.642318 + Penalty 1810.884973 = -1318491.757344 nChanged 16 SP:Iteration 48Q (5348.218854 sec): 3 clusters Score: Raw -1320307.210937 + Penalty 1810.884973 = -1318496.325963 nChanged 14 SP:Iteration 49Q (5348.281220 sec): 3 clusters Score: Raw -1320312.800148 + Penalty 1810.884973 = -1318501.915175 nChanged 20 SP:Iteration 50Q (5348.323890 sec): 3 clusters Score: Raw -1320320.883427 + Penalty 1810.884973 = -1318509.998454 nChanged 15 SP:Iteration 51Q (5348.383458 sec): 3 clusters Score: Raw -1320325.750564 + Penalty 1810.884973 = -1318514.865591 nChanged 9 SP:Iteration 52Q (5348.451407 sec): 3 clusters Score: Raw -1320328.916624 + Penalty 1810.884973 = -1318518.031650 nChanged 7 SP:Iteration 53Q (5348.508360 sec): 3 clusters Score: Raw -1320331.062332 + Penalty 1810.884973 = -1318520.177359 nChanged 8 SP:Iteration 54Q (5348.568416 sec): 3 clusters Score: Raw -1320334.286390 + Penalty 1810.884973 = -1318523.401417 nChanged 13 SP:Iteration 55Q (5348.618143 sec): 3 clusters Score: Raw -1320338.787099 + Penalty 1810.884973 = -1318527.902125 nChanged 10 SP:Iteration 56Q (5348.692288 sec): 3 clusters Score: Raw -1320341.846874 + Penalty 1810.884973 = -1318530.961901 nChanged 11 SP:Iteration 57Q (5348.746464 sec): 3 clusters Score: Raw -1320345.006649 + Penalty 1810.884973 = -1318534.121676 nChanged 11 SP:Iteration 58Q (5348.818495 sec): 3 clusters Score: Raw -1320348.774871 + Penalty 1810.884973 = -1318537.889898 nChanged 8 SP:Iteration 59Q (5348.836775 sec): 3 clusters Score: Raw -1320351.537754 + Penalty 1810.884973 = -1318540.652781 nChanged 9 SP:Iteration 60F (5348.914228 sec): 3 clusters Score: Raw -1320355.759850 + Penalty 1810.884973 = -1318544.874876 nChanged 14 SP:Iteration 61Q (5348.975078 sec): 3 clusters Score: Raw -1320362.660528 + Penalty 1810.884973 = -1318551.775554 nChanged 17 SP:Iteration 62Q (5349.020648 sec): 3 clusters Score: Raw -1320370.410502 + Penalty 1810.884973 = -1318559.525528 nChanged 14 SP:Iteration 63Q (5349.088100 sec): 3 clusters Score: Raw -1320374.580778 + Penalty 1810.884973 = -1318563.695805 nChanged 3 SP:Iteration 64Q (5349.141649 sec): 3 clusters Score: Raw -1320375.843547 + Penalty 1810.884973 = -1318564.958573 nChanged 4 SP:Iteration 65Q (5349.205200 sec): 3 clusters Score: Raw -1320376.972886 + Penalty 1810.884973 = -1318566.087912 nChanged 3 SP:Iteration 66Q (5349.258141 sec): 3 clusters Score: Raw -1320378.000564 + Penalty 1810.884973 = -1318567.115590 nChanged 2 SP:Iteration 67Q (5349.320698 sec): 3 clusters Score: Raw -1320378.654230 + Penalty 1810.884973 = -1318567.769256 nChanged 4 SP:Iteration 68Q (5349.387854 sec): 3 clusters Score: Raw -1320379.888162 + Penalty 1810.884973 = -1318569.003189 nChanged 3 SP:Iteration 69Q (5349.452532 sec): 3 clusters Score: Raw -1320380.449861 + Penalty 1810.884973 = -1318569.564888 nChanged 1 SP:Iteration 70Q (5349.498402 sec): 3 clusters Score: Raw -1320380.798994 + Penalty 1810.884973 = -1318569.914020 nChanged 1 SP:Iteration 71Q (5349.553552 sec): 3 clusters Score: Raw -1320381.196836 + Penalty 1810.884973 = -1318570.311862 nChanged 1 SP:Iteration 72Q (5349.618223 sec): 3 clusters Score: Raw -1320381.613721 + Penalty 1810.884973 = -1318570.728747 nChanged 0 SP:Iteration 73F (5349.667368 sec): 3 clusters Score: Raw -1320381.613721 + Penalty 1810.884973 = -1318570.728747 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5349.703140 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5349.741156 sec): 3 clusters Score: Raw -299999.728407 + Penalty 1540.981175 = -298458.747232 nChanged 1297 SP:Iteration 1F (5349.784948 sec): 3 clusters Score: Raw -300645.336962 + Penalty 1540.981175 = -299104.355787 nChanged 207 SP:Iteration 2F (5349.837811 sec): 3 clusters Score: Raw -300757.925216 + Penalty 1540.981175 = -299216.944041 nChanged 190 SP:Iteration 3F (5349.882905 sec): 3 clusters Score: Raw -300864.499242 + Penalty 1540.981175 = -299323.518067 nChanged 168 SP:Iteration 4F (5349.926607 sec): 3 clusters Score: Raw -300970.849893 + Penalty 1540.981175 = -299429.868718 nChanged 167 SP:Iteration 5F (5349.972674 sec): 3 clusters Score: Raw -301091.030515 + Penalty 1540.981175 = -299550.049340 nChanged 177 SP:Iteration 6F (5350.010255 sec): 3 clusters Score: Raw -301213.621144 + Penalty 1540.981175 = -299672.639969 nChanged 177 SP:Iteration 7F (5350.061156 sec): 3 clusters Score: Raw -301332.142969 + Penalty 1540.981175 = -299791.161794 nChanged 168 SP:Iteration 8F (5350.103740 sec): 3 clusters Score: Raw -301470.082730 + Penalty 1540.981175 = -299929.101555 nChanged 169 SP:Iteration 9F (5350.152934 sec): 3 clusters Score: Raw -301596.954488 + Penalty 1540.981175 = -300055.973313 nChanged 144 SP:Iteration 10Q (5350.191154 sec): 3 clusters Score: Raw -301694.662639 + Penalty 1540.981175 = -300153.681464 nChanged 118 SP:Iteration 11Q (5350.239283 sec): 3 clusters Score: Raw -301771.021549 + Penalty 1540.981175 = -300230.040374 nChanged 96 SP:Iteration 12Q (5350.288684 sec): 3 clusters Score: Raw -301823.544309 + Penalty 1540.981175 = -300282.563134 nChanged 73 SP:Iteration 13Q (5350.336505 sec): 3 clusters Score: Raw -301858.063580 + Penalty 1540.981175 = -300317.082405 nChanged 49 SP:Iteration 14Q (5350.381422 sec): 3 clusters Score: Raw -301879.687585 + Penalty 1540.981175 = -300338.706410 nChanged 37 SP:Iteration 15Q (5350.433213 sec): 3 clusters Score: Raw -301897.179801 + Penalty 1540.981175 = -300356.198626 nChanged 26 SP:Iteration 16Q (5350.488674 sec): 3 clusters Score: Raw -301904.716759 + Penalty 1540.981175 = -300363.735584 nChanged 15 SP:Iteration 17Q (5350.535727 sec): 3 clusters Score: Raw -301909.539358 + Penalty 1540.981175 = -300368.558182 nChanged 9 SP:Iteration 18Q (5350.589094 sec): 3 clusters Score: Raw -301913.794063 + Penalty 1540.981175 = -300372.812888 nChanged 5 SP:Iteration 19Q (5350.634688 sec): 3 clusters Score: Raw -301916.511960 + Penalty 1540.981175 = -300375.530785 nChanged 7 SP:Iteration 20F (5350.679440 sec): 3 clusters Score: Raw -301917.832836 + Penalty 1540.981175 = -300376.851661 nChanged 2 SP:Iteration 21Q (5350.708352 sec): 3 clusters Score: Raw -301918.106481 + Penalty 1540.981175 = -300377.125306 nChanged 0 SP:Iteration 22F (5350.724356 sec): 3 clusters Score: Raw -301918.106481 + Penalty 1540.981175 = -300377.125306 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5350.742513 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5350.759432 sec): 3 clusters Score: Raw -402249.763033 + Penalty 1592.068802 = -400657.694231 nChanged 1843 SP:Iteration 1F (5350.775021 sec): 3 clusters Score: Raw -403265.674915 + Penalty 1592.068802 = -401673.606113 nChanged 280 SP:Iteration 2F (5350.790517 sec): 3 clusters Score: Raw -403398.379540 + Penalty 1592.068802 = -401806.310738 nChanged 222 SP:Iteration 3F (5350.807717 sec): 3 clusters Score: Raw -403498.448964 + Penalty 1592.068802 = -401906.380162 nChanged 169 SP:Iteration 4Q (5350.823633 sec): 3 clusters Score: Raw -403567.069104 + Penalty 1592.068802 = -401975.000302 nChanged 159 SP:Iteration 5Q (5350.839222 sec): 3 clusters Score: Raw -403639.418015 + Penalty 1592.068802 = -402047.349213 nChanged 159 SP:Iteration 6Q (5350.854777 sec): 3 clusters Score: Raw -403721.436057 + Penalty 1592.068802 = -402129.367255 nChanged 180 SP:Iteration 7Q (5350.870341 sec): 3 clusters Score: Raw -403829.231925 + Penalty 1592.068802 = -402237.163123 nChanged 179 SP:Iteration 8Q (5350.885884 sec): 3 clusters Score: Raw -403936.073603 + Penalty 1592.068802 = -402344.004801 nChanged 171 SP:Iteration 9Q (5350.950962 sec): 3 clusters Score: Raw -404023.161930 + Penalty 1592.068802 = -402431.093128 nChanged 145 SP:Iteration 10Q (5350.999136 sec): 3 clusters Score: Raw -404088.155150 + Penalty 1592.068802 = -402496.086348 nChanged 118 SP:Iteration 11Q (5351.005433 sec): 3 clusters Score: Raw -404146.312519 + Penalty 1592.068802 = -402554.243717 nChanged 116 SP:Iteration 12Q (5351.021259 sec): 3 clusters Score: Raw -404203.668286 + Penalty 1592.068802 = -402611.599484 nChanged 105 SP:Iteration 13Q (5351.036518 sec): 3 clusters Score: Raw -404251.384846 + Penalty 1592.068802 = -402659.316044 nChanged 89 SP:Iteration 14Q (5351.051874 sec): 3 clusters Score: Raw -404286.903678 + Penalty 1592.068802 = -402694.834876 nChanged 62 SP:Iteration 15Q (5351.069562 sec): 3 clusters Score: Raw -404310.436155 + Penalty 1592.068802 = -402718.367353 nChanged 57 SP:Iteration 16Q (5351.085213 sec): 3 clusters Score: Raw -404330.275263 + Penalty 1592.068802 = -402738.206461 nChanged 54 SP:Iteration 17Q (5351.100581 sec): 3 clusters Score: Raw -404348.184139 + Penalty 1592.068802 = -402756.115337 nChanged 38 SP:Iteration 18Q (5351.115716 sec): 3 clusters Score: Raw -404356.887544 + Penalty 1592.068802 = -402764.818742 nChanged 36 SP:Iteration 19Q (5351.131006 sec): 3 clusters Score: Raw -404363.994458 + Penalty 1592.068802 = -402771.925656 nChanged 21 SP:Iteration 20F (5351.146466 sec): 3 clusters Score: Raw -404367.889629 + Penalty 1592.068802 = -402775.820827 nChanged 22 SP:Iteration 21Q (5351.162116 sec): 3 clusters Score: Raw -404371.813405 + Penalty 1592.068802 = -402779.744603 nChanged 18 SP:Iteration 22Q (5351.177692 sec): 3 clusters Score: Raw -404376.135738 + Penalty 1592.068802 = -402784.066936 nChanged 24 SP:Iteration 23Q (5351.192819 sec): 3 clusters Score: Raw -404380.882517 + Penalty 1592.068802 = -402788.813715 nChanged 16 SP:Iteration 24Q (5351.208075 sec): 3 clusters Score: Raw -404384.752757 + Penalty 1592.068802 = -402792.683955 nChanged 23 SP:Iteration 25Q (5351.223181 sec): 3 clusters Score: Raw -404389.889905 + Penalty 1592.068802 = -402797.821103 nChanged 27 SP:Iteration 26Q (5351.238521 sec): 3 clusters Score: Raw -404395.362470 + Penalty 1592.068802 = -402803.293668 nChanged 34 SP:Iteration 27Q (5351.254128 sec): 3 clusters Score: Raw -404403.561304 + Penalty 1592.068802 = -402811.492502 nChanged 33 SP:Iteration 28Q (5351.269743 sec): 3 clusters Score: Raw -404409.774486 + Penalty 1592.068802 = -402817.705684 nChanged 24 SP:Iteration 29Q (5351.284964 sec): 3 clusters Score: Raw -404414.709777 + Penalty 1592.068802 = -402822.640975 nChanged 15 SP:Iteration 30Q (5351.300015 sec): 3 clusters Score: Raw -404417.573141 + Penalty 1592.068802 = -402825.504339 nChanged 12 SP:Iteration 31Q (5351.315232 sec): 3 clusters Score: Raw -404420.617168 + Penalty 1592.068802 = -402828.548366 nChanged 15 SP:Iteration 32Q (5351.330464 sec): 3 clusters Score: Raw -404423.588353 + Penalty 1592.068802 = -402831.519551 nChanged 17 SP:Iteration 33Q (5351.345647 sec): 3 clusters Score: Raw -404427.134616 + Penalty 1592.068802 = -402835.065814 nChanged 13 SP:Iteration 34Q (5351.362075 sec): 3 clusters Score: Raw -404429.827010 + Penalty 1592.068802 = -402837.758208 nChanged 13 SP:Iteration 35Q (5351.377639 sec): 3 clusters Score: Raw -404431.793140 + Penalty 1592.068802 = -402839.724338 nChanged 8 SP:Iteration 36Q (5351.392663 sec): 3 clusters Score: Raw -404433.338315 + Penalty 1592.068802 = -402841.269513 nChanged 8 SP:Iteration 37Q (5351.407810 sec): 3 clusters Score: Raw -404434.890208 + Penalty 1592.068802 = -402842.821406 nChanged 6 SP:Iteration 38Q (5351.423015 sec): 3 clusters Score: Raw -404435.622289 + Penalty 1592.068802 = -402843.553487 nChanged 4 SP:Iteration 39Q (5351.438207 sec): 3 clusters Score: Raw -404436.131133 + Penalty 1592.068802 = -402844.062331 nChanged 9 SP:Iteration 40F (5351.454555 sec): 3 clusters Score: Raw -404436.859475 + Penalty 1592.068802 = -402844.790673 nChanged 3 SP:Iteration 41Q (5351.469957 sec): 3 clusters Score: Raw -404437.092322 + Penalty 1592.068802 = -402845.023520 nChanged 3 SP:Iteration 42Q (5351.485327 sec): 3 clusters Score: Raw -404437.506162 + Penalty 1592.068802 = -402845.437360 nChanged 6 SP:Iteration 43Q (5351.500514 sec): 3 clusters Score: Raw -404438.315121 + Penalty 1592.068802 = -402846.246319 nChanged 7 SP:Iteration 44Q (5351.515557 sec): 3 clusters Score: Raw -404440.331595 + Penalty 1592.068802 = -402848.262793 nChanged 15 SP:Iteration 45Q (5351.530606 sec): 3 clusters Score: Raw -404444.916247 + Penalty 1592.068802 = -402852.847445 nChanged 19 SP:Iteration 46Q (5351.546278 sec): 3 clusters Score: Raw -404448.969904 + Penalty 1592.068802 = -402856.901102 nChanged 16 SP:Iteration 47Q (5351.561763 sec): 3 clusters Score: Raw -404452.909616 + Penalty 1592.068802 = -402860.840814 nChanged 23 SP:Iteration 48Q (5351.576967 sec): 3 clusters Score: Raw -404457.827054 + Penalty 1592.068802 = -402865.758252 nChanged 20 SP:Iteration 49Q (5351.591964 sec): 3 clusters Score: Raw -404462.824349 + Penalty 1592.068802 = -402870.755547 nChanged 17 SP:Iteration 50Q (5351.607144 sec): 3 clusters Score: Raw -404465.970469 + Penalty 1592.068802 = -402873.901667 nChanged 11 SP:Iteration 51Q (5351.622256 sec): 3 clusters Score: Raw -404468.487428 + Penalty 1592.068802 = -402876.418626 nChanged 11 SP:Iteration 52Q (5351.674055 sec): 3 clusters Score: Raw -404470.325237 + Penalty 1592.068802 = -402878.256435 nChanged 8 SP:Iteration 53Q (5351.727062 sec): 3 clusters Score: Raw -404471.638819 + Penalty 1592.068802 = -402879.570017 nChanged 11 SP:Iteration 54Q (5351.780293 sec): 3 clusters Score: Raw -404472.754552 + Penalty 1592.068802 = -402880.685750 nChanged 3 SP:Iteration 55Q (5351.832855 sec): 3 clusters Score: Raw -404473.390981 + Penalty 1592.068802 = -402881.322179 nChanged 9 SP:Iteration 56Q (5351.889001 sec): 3 clusters Score: Raw -404475.423294 + Penalty 1592.068802 = -402883.354492 nChanged 14 SP:Iteration 57Q (5351.931257 sec): 3 clusters Score: Raw -404479.271843 + Penalty 1592.068802 = -402887.203041 nChanged 13 SP:Iteration 58Q (5351.991199 sec): 3 clusters Score: Raw -404482.941932 + Penalty 1592.068802 = -402890.873130 nChanged 13 SP:Iteration 59Q (5352.045015 sec): 3 clusters Score: Raw -404486.037281 + Penalty 1592.068802 = -402893.968479 nChanged 18 SP:Iteration 60F (5352.097395 sec): 3 clusters Score: Raw -404490.389936 + Penalty 1592.068802 = -402898.321134 nChanged 17 SP:Iteration 61Q (5352.150701 sec): 3 clusters Score: Raw -404494.214964 + Penalty 1592.068802 = -402902.146162 nChanged 13 SP:Iteration 62Q (5352.204242 sec): 3 clusters Score: Raw -404496.965483 + Penalty 1592.068802 = -402904.896681 nChanged 16 SP:Iteration 63Q (5352.254744 sec): 3 clusters Score: Raw -404499.503426 + Penalty 1592.068802 = -402907.434624 nChanged 11 SP:Iteration 64Q (5352.305400 sec): 3 clusters Score: Raw -404501.497050 + Penalty 1592.068802 = -402909.428248 nChanged 7 SP:Iteration 65Q (5352.349026 sec): 3 clusters Score: Raw -404502.577681 + Penalty 1592.068802 = -402910.508879 nChanged 5 SP:Iteration 66Q (5352.411730 sec): 3 clusters Score: Raw -404503.341289 + Penalty 1592.068802 = -402911.272487 nChanged 3 SP:Iteration 67Q (5352.453540 sec): 3 clusters Score: Raw -404503.543611 + Penalty 1592.068802 = -402911.474809 nChanged 1 SP:Iteration 68Q (5352.506411 sec): 3 clusters Score: Raw -404503.672150 + Penalty 1592.068802 = -402911.603348 nChanged 0 SP:Iteration 69F (5352.565607 sec): 3 clusters Score: Raw -404503.672150 + Penalty 1592.068802 = -402911.603348 nChanged 0 Trying to split cluster 28 (829 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5352.590177 sec): 2 clusters Score: Raw -72261.332350 + Penalty 638.420915 = -71622.911436 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5352.637796 sec): 3 clusters Score: Raw -71988.558956 + Penalty 1276.841829 = -70711.717127 nChanged 280 SP:Iteration 1F (5352.670856 sec): 3 clusters Score: Raw -72244.513348 + Penalty 1276.841829 = -70967.671518 nChanged 60 SP:Iteration 2F (5352.717913 sec): 3 clusters Score: Raw -72287.909718 + Penalty 1276.841829 = -71011.067888 nChanged 25 SP:Iteration 3Q (5352.736800 sec): 3 clusters Score: Raw -72306.620196 + Penalty 1276.841829 = -71029.778366 nChanged 16 SP:Iteration 4Q (5352.740256 sec): 3 clusters Score: Raw -72323.023826 + Penalty 1276.841829 = -71046.181996 nChanged 18 SP:Iteration 5Q (5352.743683 sec): 3 clusters Score: Raw -72341.769342 + Penalty 1276.841829 = -71064.927513 nChanged 11 SP:Iteration 6Q (5352.747097 sec): 3 clusters Score: Raw -72351.281516 + Penalty 1276.841829 = -71074.439686 nChanged 6 SP:Iteration 7Q (5352.750498 sec): 3 clusters Score: Raw -72354.609867 + Penalty 1276.841829 = -71077.768037 nChanged 6 SP:Iteration 8Q (5352.753887 sec): 3 clusters Score: Raw -72359.618456 + Penalty 1276.841829 = -71082.776627 nChanged 5 SP:Iteration 9Q (5352.757285 sec): 3 clusters Score: Raw -72361.718943 + Penalty 1276.841829 = -71084.877113 nChanged 1 SP:Iteration 10Q (5352.760644 sec): 3 clusters Score: Raw -72361.923290 + Penalty 1276.841829 = -71085.081460 nChanged 0 SP:Iteration 11F (5352.764061 sec): 3 clusters Score: Raw -72361.923290 + Penalty 1276.841829 = -71085.081460 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5352.817677 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5352.886236 sec): 3 clusters Score: Raw -1882368.340434 + Penalty 1878.385535 = -1880489.954898 nChanged 9042 SP:Iteration 1F (5352.958782 sec): 3 clusters Score: Raw -1887745.443284 + Penalty 1878.385535 = -1885867.057749 nChanged 1375 SP:Iteration 2F (5353.031413 sec): 3 clusters Score: Raw -1888673.010982 + Penalty 1878.385535 = -1886794.625447 nChanged 1646 SP:Iteration 3F (5353.103529 sec): 3 clusters Score: Raw -1890104.361174 + Penalty 1878.385535 = -1888225.975639 nChanged 1675 SP:Iteration 4F (5353.182887 sec): 3 clusters Score: Raw -1891750.383356 + Penalty 1878.385535 = -1889871.997821 nChanged 1416 SP:Iteration 5F (5353.242244 sec): 3 clusters Score: Raw -1893131.018989 + Penalty 1878.385535 = -1891252.633454 nChanged 914 SP:Iteration 6Q (5353.315756 sec): 3 clusters Score: Raw -1893967.237240 + Penalty 1878.385535 = -1892088.851705 nChanged 465 SP:Iteration 7Q (5353.385076 sec): 3 clusters Score: Raw -1894459.302955 + Penalty 1878.385535 = -1892580.917420 nChanged 292 SP:Iteration 8Q (5353.456113 sec): 3 clusters Score: Raw -1894778.507508 + Penalty 1878.385535 = -1892900.121973 nChanged 173 SP:Iteration 9Q (5353.527638 sec): 3 clusters Score: Raw -1894927.168683 + Penalty 1878.385535 = -1893048.783148 nChanged 106 SP:Iteration 10Q (5353.596662 sec): 3 clusters Score: Raw -1894991.659529 + Penalty 1878.385535 = -1893113.273994 nChanged 84 SP:Iteration 11Q (5353.663985 sec): 3 clusters Score: Raw -1895034.545733 + Penalty 1878.385535 = -1893156.160197 nChanged 57 SP:Iteration 12Q (5353.735680 sec): 3 clusters Score: Raw -1895056.687953 + Penalty 1878.385535 = -1893178.302418 nChanged 39 SP:Iteration 13Q (5353.800840 sec): 3 clusters Score: Raw -1895067.960032 + Penalty 1878.385535 = -1893189.574497 nChanged 23 SP:Iteration 14Q (5353.873930 sec): 3 clusters Score: Raw -1895074.202045 + Penalty 1878.385535 = -1893195.816510 nChanged 22 SP:Iteration 15Q (5353.937218 sec): 3 clusters Score: Raw -1895079.101958 + Penalty 1878.385535 = -1893200.716423 nChanged 14 SP:Iteration 16Q (5354.004811 sec): 3 clusters Score: Raw -1895082.646241 + Penalty 1878.385535 = -1893204.260706 nChanged 18 SP:Iteration 17Q (5354.072402 sec): 3 clusters Score: Raw -1895087.132805 + Penalty 1878.385535 = -1893208.747270 nChanged 17 SP:Iteration 18Q (5354.140204 sec): 3 clusters Score: Raw -1895090.511784 + Penalty 1878.385535 = -1893212.126249 nChanged 12 SP:Iteration 19Q (5354.208622 sec): 3 clusters Score: Raw -1895092.087653 + Penalty 1878.385535 = -1893213.702118 nChanged 14 SP:Iteration 20F (5354.270885 sec): 3 clusters Score: Raw -1895094.338142 + Penalty 1878.385535 = -1893215.952606 nChanged 8 SP:Iteration 21Q (5354.331748 sec): 3 clusters Score: Raw -1895095.510596 + Penalty 1878.385535 = -1893217.125061 nChanged 11 SP:Iteration 22Q (5354.399955 sec): 3 clusters Score: Raw -1895096.872035 + Penalty 1878.385535 = -1893218.486500 nChanged 5 SP:Iteration 23Q (5354.467752 sec): 3 clusters Score: Raw -1895098.333831 + Penalty 1878.385535 = -1893219.948295 nChanged 5 SP:Iteration 24Q (5354.535478 sec): 3 clusters Score: Raw -1895099.427652 + Penalty 1878.385535 = -1893221.042117 nChanged 4 SP:Iteration 25Q (5354.596847 sec): 3 clusters Score: Raw -1895099.963668 + Penalty 1878.385535 = -1893221.578133 nChanged 3 SP:Iteration 26Q (5354.664133 sec): 3 clusters Score: Raw -1895100.287910 + Penalty 1878.385535 = -1893221.902374 nChanged 0 SP:Iteration 27F (5354.736178 sec): 3 clusters Score: Raw -1895100.287910 + Penalty 1878.385535 = -1893221.902374 nChanged 0 Trying to split cluster 30 (12429 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5354.770653 sec): 2 clusters Score: Raw -1173075.212424 + Penalty 895.639834 = -1172179.572590 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5354.835824 sec): 3 clusters Score: Raw -1165550.640354 + Penalty 1791.279669 = -1163759.360685 nChanged 5546 SP:Iteration 1F (5354.895431 sec): 3 clusters Score: Raw -1168707.346815 + Penalty 1791.279669 = -1166916.067146 nChanged 684 SP:Iteration 2F (5354.953642 sec): 3 clusters Score: Raw -1168984.366462 + Penalty 1791.279669 = -1167193.086793 nChanged 645 SP:Iteration 3F (5355.017324 sec): 3 clusters Score: Raw -1169266.006602 + Penalty 1791.279669 = -1167474.726933 nChanged 645 SP:Iteration 4F (5355.089244 sec): 3 clusters Score: Raw -1169537.880766 + Penalty 1791.279669 = -1167746.601097 nChanged 580 SP:Iteration 5Q (5355.142402 sec): 3 clusters Score: Raw -1169774.832106 + Penalty 1791.279669 = -1167983.552437 nChanged 573 SP:Iteration 6Q (5355.216796 sec): 3 clusters Score: Raw -1170030.067361 + Penalty 1791.279669 = -1168238.787692 nChanged 532 SP:Iteration 7Q (5355.269770 sec): 3 clusters Score: Raw -1170308.924166 + Penalty 1791.279669 = -1168517.644498 nChanged 536 SP:Iteration 8Q (5355.325157 sec): 3 clusters Score: Raw -1170654.915473 + Penalty 1791.279669 = -1168863.635804 nChanged 546 SP:Iteration 9Q (5355.389083 sec): 3 clusters Score: Raw -1171101.754150 + Penalty 1791.279669 = -1169310.474481 nChanged 557 SP:Iteration 10Q (5355.453664 sec): 3 clusters Score: Raw -1171598.302711 + Penalty 1791.279669 = -1169807.023043 nChanged 436 SP:Iteration 11Q (5355.516867 sec): 3 clusters Score: Raw -1171945.462270 + Penalty 1791.279669 = -1170154.182602 nChanged 313 SP:Iteration 12Q (5355.580919 sec): 3 clusters Score: Raw -1172175.847815 + Penalty 1791.279669 = -1170384.568146 nChanged 253 SP:Iteration 13Q (5355.644353 sec): 3 clusters Score: Raw -1172299.138420 + Penalty 1791.279669 = -1170507.858751 nChanged 181 SP:Iteration 14Q (5355.702843 sec): 3 clusters Score: Raw -1172385.314892 + Penalty 1791.279669 = -1170594.035223 nChanged 161 SP:Iteration 15Q (5355.765819 sec): 3 clusters Score: Raw -1172455.070887 + Penalty 1791.279669 = -1170663.791218 nChanged 142 SP:Iteration 16Q (5355.820619 sec): 3 clusters Score: Raw -1172510.392183 + Penalty 1791.279669 = -1170719.112514 nChanged 134 SP:Iteration 17Q (5355.880568 sec): 3 clusters Score: Raw -1172562.868125 + Penalty 1791.279669 = -1170771.588457 nChanged 122 SP:Iteration 18Q (5355.946529 sec): 3 clusters Score: Raw -1172605.140967 + Penalty 1791.279669 = -1170813.861298 nChanged 116 SP:Iteration 19Q (5356.007227 sec): 3 clusters Score: Raw -1172638.764012 + Penalty 1791.279669 = -1170847.484343 nChanged 105 SP:Iteration 20F (5356.066320 sec): 3 clusters Score: Raw -1172669.956096 + Penalty 1791.279669 = -1170878.676427 nChanged 92 SP:Iteration 21Q (5356.124589 sec): 3 clusters Score: Raw -1172704.307503 + Penalty 1791.279669 = -1170913.027835 nChanged 94 SP:Iteration 22Q (5356.174603 sec): 3 clusters Score: Raw -1172737.293015 + Penalty 1791.279669 = -1170946.013346 nChanged 82 SP:Iteration 23Q (5356.232677 sec): 3 clusters Score: Raw -1172764.762717 + Penalty 1791.279669 = -1170973.483048 nChanged 90 SP:Iteration 24Q (5356.290168 sec): 3 clusters Score: Raw -1172795.324214 + Penalty 1791.279669 = -1171004.044545 nChanged 86 SP:Iteration 25Q (5356.354032 sec): 3 clusters Score: Raw -1172826.656614 + Penalty 1791.279669 = -1171035.376945 nChanged 83 SP:Iteration 26Q (5356.415027 sec): 3 clusters Score: Raw -1172856.245247 + Penalty 1791.279669 = -1171064.965578 nChanged 85 SP:Iteration 27Q (5356.469626 sec): 3 clusters Score: Raw -1172893.973997 + Penalty 1791.279669 = -1171102.694329 nChanged 90 SP:Iteration 28Q (5356.528626 sec): 3 clusters Score: Raw -1172935.021955 + Penalty 1791.279669 = -1171143.742286 nChanged 64 SP:Iteration 29Q (5356.585920 sec): 3 clusters Score: Raw -1172960.272601 + Penalty 1791.279669 = -1171168.992932 nChanged 57 SP:Iteration 30Q (5356.638120 sec): 3 clusters Score: Raw -1172982.222139 + Penalty 1791.279669 = -1171190.942471 nChanged 57 SP:Iteration 31Q (5356.705880 sec): 3 clusters Score: Raw -1173000.932546 + Penalty 1791.279669 = -1171209.652877 nChanged 65 SP:Iteration 32Q (5356.756806 sec): 3 clusters Score: Raw -1173024.153807 + Penalty 1791.279669 = -1171232.874138 nChanged 54 SP:Iteration 33Q (5356.818923 sec): 3 clusters Score: Raw -1173042.863621 + Penalty 1791.279669 = -1171251.583953 nChanged 43 SP:Iteration 34Q (5356.878246 sec): 3 clusters Score: Raw -1173056.866585 + Penalty 1791.279669 = -1171265.586916 nChanged 38 SP:Iteration 35Q (5356.931110 sec): 3 clusters Score: Raw -1173067.709208 + Penalty 1791.279669 = -1171276.429539 nChanged 37 SP:Iteration 36Q (5356.982323 sec): 3 clusters Score: Raw -1173079.830504 + Penalty 1791.279669 = -1171288.550835 nChanged 24 SP:Iteration 37Q (5357.033782 sec): 3 clusters Score: Raw -1173087.748813 + Penalty 1791.279669 = -1171296.469144 nChanged 21 SP:Iteration 38Q (5357.104544 sec): 3 clusters Score: Raw -1173093.925420 + Penalty 1791.279669 = -1171302.645751 nChanged 21 SP:Iteration 39Q (5357.152418 sec): 3 clusters Score: Raw -1173099.654900 + Penalty 1791.279669 = -1171308.375232 nChanged 24 SP:Iteration 40F (5357.216791 sec): 3 clusters Score: Raw -1173105.688246 + Penalty 1791.279669 = -1171314.408577 nChanged 25 SP:Iteration 41Q (5357.272697 sec): 3 clusters Score: Raw -1173114.122559 + Penalty 1791.279669 = -1171322.842890 nChanged 25 SP:Iteration 42Q (5357.338320 sec): 3 clusters Score: Raw -1173123.742560 + Penalty 1791.279669 = -1171332.462891 nChanged 29 SP:Iteration 43Q (5357.392431 sec): 3 clusters Score: Raw -1173131.780728 + Penalty 1791.279669 = -1171340.501060 nChanged 23 SP:Iteration 44Q (5357.432976 sec): 3 clusters Score: Raw -1173138.145263 + Penalty 1791.279669 = -1171346.865594 nChanged 19 SP:Iteration 45Q (5357.501616 sec): 3 clusters Score: Raw -1173142.832474 + Penalty 1791.279669 = -1171351.552805 nChanged 14 SP:Iteration 46Q (5357.553480 sec): 3 clusters Score: Raw -1173146.051931 + Penalty 1791.279669 = -1171354.772262 nChanged 9 SP:Iteration 47Q (5357.606385 sec): 3 clusters Score: Raw -1173149.140586 + Penalty 1791.279669 = -1171357.860917 nChanged 10 SP:Iteration 48Q (5357.673680 sec): 3 clusters Score: Raw -1173152.359580 + Penalty 1791.279669 = -1171361.079911 nChanged 10 SP:Iteration 49Q (5357.728245 sec): 3 clusters Score: Raw -1173156.048231 + Penalty 1791.279669 = -1171364.768562 nChanged 11 SP:Iteration 50Q (5357.784989 sec): 3 clusters Score: Raw -1173160.908159 + Penalty 1791.279669 = -1171369.628490 nChanged 15 SP:Iteration 51Q (5357.844104 sec): 3 clusters Score: Raw -1173165.106553 + Penalty 1791.279669 = -1171373.826884 nChanged 12 SP:Iteration 52Q (5357.907214 sec): 3 clusters Score: Raw -1173168.444551 + Penalty 1791.279669 = -1171377.164882 nChanged 14 SP:Iteration 53Q (5357.964495 sec): 3 clusters Score: Raw -1173172.181794 + Penalty 1791.279669 = -1171380.902125 nChanged 12 SP:Iteration 54Q (5358.026187 sec): 3 clusters Score: Raw -1173175.169063 + Penalty 1791.279669 = -1171383.889394 nChanged 5 SP:Iteration 55Q (5358.087846 sec): 3 clusters Score: Raw -1173176.504312 + Penalty 1791.279669 = -1171385.224643 nChanged 5 SP:Iteration 56Q (5358.147131 sec): 3 clusters Score: Raw -1173177.429882 + Penalty 1791.279669 = -1171386.150213 nChanged 2 SP:Iteration 57Q (5358.206835 sec): 3 clusters Score: Raw -1173177.827081 + Penalty 1791.279669 = -1171386.547413 nChanged 2 SP:Iteration 58Q (5358.267953 sec): 3 clusters Score: Raw -1173178.347330 + Penalty 1791.279669 = -1171387.067661 nChanged 2 SP:Iteration 59Q (5358.328466 sec): 3 clusters Score: Raw -1173178.852865 + Penalty 1791.279669 = -1171387.573196 nChanged 3 SP:Iteration 60F (5358.388686 sec): 3 clusters Score: Raw -1173179.423336 + Penalty 1791.279669 = -1171388.143668 nChanged 3 SP:Iteration 61Q (5358.449890 sec): 3 clusters Score: Raw -1173181.000988 + Penalty 1791.279669 = -1171389.721319 nChanged 1 SP:Iteration 62Q (5358.503349 sec): 3 clusters Score: Raw -1173181.258794 + Penalty 1791.279669 = -1171389.979125 nChanged 3 SP:Iteration 63Q (5358.559528 sec): 3 clusters Score: Raw -1173182.740879 + Penalty 1791.279669 = -1171391.461210 nChanged 3 SP:Iteration 64Q (5358.630069 sec): 3 clusters Score: Raw -1173183.900340 + Penalty 1791.279669 = -1171392.620671 nChanged 5 SP:Iteration 65Q (5358.685098 sec): 3 clusters Score: Raw -1173186.061724 + Penalty 1791.279669 = -1171394.782055 nChanged 6 SP:Iteration 66Q (5358.745577 sec): 3 clusters Score: Raw -1173189.008953 + Penalty 1791.279669 = -1171397.729284 nChanged 10 SP:Iteration 67Q (5358.797626 sec): 3 clusters Score: Raw -1173193.937549 + Penalty 1791.279669 = -1171402.657880 nChanged 14 SP:Iteration 68Q (5358.866121 sec): 3 clusters Score: Raw -1173200.168489 + Penalty 1791.279669 = -1171408.888820 nChanged 13 SP:Iteration 69Q (5358.918405 sec): 3 clusters Score: Raw -1173205.477826 + Penalty 1791.279669 = -1171414.198158 nChanged 9 SP:Iteration 70Q (5358.976719 sec): 3 clusters Score: Raw -1173209.318397 + Penalty 1791.279669 = -1171418.038728 nChanged 10 SP:Iteration 71Q (5359.043078 sec): 3 clusters Score: Raw -1173213.548384 + Penalty 1791.279669 = -1171422.268715 nChanged 12 SP:Iteration 72Q (5359.097333 sec): 3 clusters Score: Raw -1173221.444207 + Penalty 1791.279669 = -1171430.164538 nChanged 11 SP:Iteration 73Q (5359.155858 sec): 3 clusters Score: Raw -1173226.339504 + Penalty 1791.279669 = -1171435.059836 nChanged 15 SP:Iteration 74Q (5359.206570 sec): 3 clusters Score: Raw -1173232.880523 + Penalty 1791.279669 = -1171441.600854 nChanged 14 SP:Iteration 75Q (5359.271189 sec): 3 clusters Score: Raw -1173238.824660 + Penalty 1791.279669 = -1171447.544991 nChanged 10 SP:Iteration 76Q (5359.324990 sec): 3 clusters Score: Raw -1173243.849251 + Penalty 1791.279669 = -1171452.569582 nChanged 5 SP:Iteration 77Q (5359.384092 sec): 3 clusters Score: Raw -1173246.413197 + Penalty 1791.279669 = -1171455.133528 nChanged 9 SP:Iteration 78Q (5359.443439 sec): 3 clusters Score: Raw -1173250.288188 + Penalty 1791.279669 = -1171459.008519 nChanged 6 SP:Iteration 79Q (5359.501028 sec): 3 clusters Score: Raw -1173253.173653 + Penalty 1791.279669 = -1171461.893984 nChanged 8 SP:Iteration 80F (5359.561220 sec): 3 clusters Score: Raw -1173256.657320 + Penalty 1791.279669 = -1171465.377652 nChanged 6 SP:Iteration 81Q (5359.619223 sec): 3 clusters Score: Raw -1173258.849521 + Penalty 1791.279669 = -1171467.569853 nChanged 2 SP:Iteration 82Q (5359.676881 sec): 3 clusters Score: Raw -1173261.027389 + Penalty 1791.279669 = -1171469.747720 nChanged 2 SP:Iteration 83Q (5359.739501 sec): 3 clusters Score: Raw -1173261.855317 + Penalty 1791.279669 = -1171470.575648 nChanged 1 SP:Iteration 84Q (5359.788948 sec): 3 clusters Score: Raw -1173262.277620 + Penalty 1791.279669 = -1171470.997951 nChanged 2 SP:Iteration 85Q (5359.851008 sec): 3 clusters Score: Raw -1173263.385669 + Penalty 1791.279669 = -1171472.106000 nChanged 3 SP:Iteration 86Q (5359.898467 sec): 3 clusters Score: Raw -1173264.735009 + Penalty 1791.279669 = -1171473.455341 nChanged 4 SP:Iteration 87Q (5359.961079 sec): 3 clusters Score: Raw -1173266.756759 + Penalty 1791.279669 = -1171475.477090 nChanged 0 SP:Iteration 88F (5360.015860 sec): 3 clusters Score: Raw -1173266.756759 + Penalty 1791.279669 = -1171475.477090 nChanged 0 Trying to split cluster 31 (9216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5360.060645 sec): 2 clusters Score: Raw -850643.321601 + Penalty 867.226156 = -849776.095444 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5360.119487 sec): 3 clusters Score: Raw -845123.156398 + Penalty 1734.452313 = -843388.704085 nChanged 4112 SP:Iteration 1F (5360.177841 sec): 3 clusters Score: Raw -847564.316473 + Penalty 1734.452313 = -845829.864160 nChanged 583 SP:Iteration 2F (5360.218571 sec): 3 clusters Score: Raw -847818.851945 + Penalty 1734.452313 = -846084.399632 nChanged 537 SP:Iteration 3F (5360.283092 sec): 3 clusters Score: Raw -848089.259541 + Penalty 1734.452313 = -846354.807228 nChanged 541 SP:Iteration 4F (5360.340163 sec): 3 clusters Score: Raw -848376.423734 + Penalty 1734.452313 = -846641.971421 nChanged 477 SP:Iteration 5F (5360.391207 sec): 3 clusters Score: Raw -848641.652382 + Penalty 1734.452313 = -846907.200070 nChanged 462 SP:Iteration 6F (5360.433029 sec): 3 clusters Score: Raw -848938.504337 + Penalty 1734.452313 = -847204.052025 nChanged 442 SP:Iteration 7Q (5360.490254 sec): 3 clusters Score: Raw -849254.706008 + Penalty 1734.452313 = -847520.253695 nChanged 399 SP:Iteration 8Q (5360.549700 sec): 3 clusters Score: Raw -849561.608637 + Penalty 1734.452313 = -847827.156325 nChanged 346 SP:Iteration 9Q (5360.619052 sec): 3 clusters Score: Raw -849815.248861 + Penalty 1734.452313 = -848080.796549 nChanged 275 SP:Iteration 10Q (5360.676623 sec): 3 clusters Score: Raw -850006.282984 + Penalty 1734.452313 = -848271.830672 nChanged 203 SP:Iteration 11Q (5360.722220 sec): 3 clusters Score: Raw -850162.738241 + Penalty 1734.452313 = -848428.285928 nChanged 172 SP:Iteration 12Q (5360.770798 sec): 3 clusters Score: Raw -850273.809432 + Penalty 1734.452313 = -848539.357119 nChanged 135 SP:Iteration 13Q (5360.823785 sec): 3 clusters Score: Raw -850361.923971 + Penalty 1734.452313 = -848627.471658 nChanged 124 SP:Iteration 14Q (5360.874823 sec): 3 clusters Score: Raw -850444.966602 + Penalty 1734.452313 = -848710.514289 nChanged 91 SP:Iteration 15Q (5360.924484 sec): 3 clusters Score: Raw -850512.044923 + Penalty 1734.452313 = -848777.592610 nChanged 78 SP:Iteration 16Q (5360.983270 sec): 3 clusters Score: Raw -850565.655483 + Penalty 1734.452313 = -848831.203171 nChanged 77 SP:Iteration 17Q (5361.041345 sec): 3 clusters Score: Raw -850605.787768 + Penalty 1734.452313 = -848871.335455 nChanged 62 SP:Iteration 18Q (5361.105633 sec): 3 clusters Score: Raw -850632.924720 + Penalty 1734.452313 = -848898.472407 nChanged 46 SP:Iteration 19Q (5361.148881 sec): 3 clusters Score: Raw -850655.499314 + Penalty 1734.452313 = -848921.047002 nChanged 36 SP:Iteration 20F (5361.208462 sec): 3 clusters Score: Raw -850667.231720 + Penalty 1734.452313 = -848932.779407 nChanged 22 SP:Iteration 21Q (5361.266102 sec): 3 clusters Score: Raw -850674.932224 + Penalty 1734.452313 = -848940.479911 nChanged 26 SP:Iteration 22Q (5361.318958 sec): 3 clusters Score: Raw -850683.526172 + Penalty 1734.452313 = -848949.073859 nChanged 22 SP:Iteration 23Q (5361.376802 sec): 3 clusters Score: Raw -850691.444000 + Penalty 1734.452313 = -848956.991687 nChanged 20 SP:Iteration 24Q (5361.435690 sec): 3 clusters Score: Raw -850698.191594 + Penalty 1734.452313 = -848963.739281 nChanged 23 SP:Iteration 25Q (5361.483582 sec): 3 clusters Score: Raw -850705.818842 + Penalty 1734.452313 = -848971.366530 nChanged 24 SP:Iteration 26Q (5361.530732 sec): 3 clusters Score: Raw -850713.460231 + Penalty 1734.452313 = -848979.007918 nChanged 24 SP:Iteration 27Q (5361.589322 sec): 3 clusters Score: Raw -850721.503418 + Penalty 1734.452313 = -848987.051105 nChanged 24 SP:Iteration 28Q (5361.645620 sec): 3 clusters Score: Raw -850729.552737 + Penalty 1734.452313 = -848995.100424 nChanged 17 SP:Iteration 29Q (5361.702392 sec): 3 clusters Score: Raw -850732.349588 + Penalty 1734.452313 = -848997.897276 nChanged 11 SP:Iteration 30Q (5361.760068 sec): 3 clusters Score: Raw -850734.536664 + Penalty 1734.452313 = -849000.084352 nChanged 8 SP:Iteration 31Q (5361.821848 sec): 3 clusters Score: Raw -850736.274549 + Penalty 1734.452313 = -849001.822236 nChanged 6 SP:Iteration 32Q (5361.882712 sec): 3 clusters Score: Raw -850737.075590 + Penalty 1734.452313 = -849002.623277 nChanged 6 SP:Iteration 33Q (5361.943905 sec): 3 clusters Score: Raw -850738.277141 + Penalty 1734.452313 = -849003.824828 nChanged 10 SP:Iteration 34Q (5361.987843 sec): 3 clusters Score: Raw -850740.381299 + Penalty 1734.452313 = -849005.928986 nChanged 7 SP:Iteration 35Q (5362.044726 sec): 3 clusters Score: Raw -850741.871803 + Penalty 1734.452313 = -849007.419490 nChanged 6 SP:Iteration 36Q (5362.112623 sec): 3 clusters Score: Raw -850743.686513 + Penalty 1734.452313 = -849009.234200 nChanged 4 SP:Iteration 37Q (5362.159033 sec): 3 clusters Score: Raw -850744.704228 + Penalty 1734.452313 = -849010.251915 nChanged 6 SP:Iteration 38Q (5362.215817 sec): 3 clusters Score: Raw -850745.785769 + Penalty 1734.452313 = -849011.333457 nChanged 8 SP:Iteration 39Q (5362.273012 sec): 3 clusters Score: Raw -850748.359252 + Penalty 1734.452313 = -849013.906939 nChanged 8 SP:Iteration 40F (5362.331988 sec): 3 clusters Score: Raw -850751.186296 + Penalty 1734.452313 = -849016.733984 nChanged 10 SP:Iteration 41Q (5362.389157 sec): 3 clusters Score: Raw -850753.485790 + Penalty 1734.452313 = -849019.033478 nChanged 10 SP:Iteration 42Q (5362.441907 sec): 3 clusters Score: Raw -850755.887572 + Penalty 1734.452313 = -849021.435259 nChanged 8 SP:Iteration 43Q (5362.498977 sec): 3 clusters Score: Raw -850758.955502 + Penalty 1734.452313 = -849024.503190 nChanged 9 SP:Iteration 44Q (5362.556550 sec): 3 clusters Score: Raw -850761.455252 + Penalty 1734.452313 = -849027.002939 nChanged 15 SP:Iteration 45Q (5362.619183 sec): 3 clusters Score: Raw -850768.217298 + Penalty 1734.452313 = -849033.764986 nChanged 10 SP:Iteration 46Q (5362.674174 sec): 3 clusters Score: Raw -850770.957484 + Penalty 1734.452313 = -849036.505171 nChanged 12 SP:Iteration 47Q (5362.715120 sec): 3 clusters Score: Raw -850773.820578 + Penalty 1734.452313 = -849039.368265 nChanged 12 SP:Iteration 48Q (5362.767218 sec): 3 clusters Score: Raw -850780.515999 + Penalty 1734.452313 = -849046.063686 nChanged 13 SP:Iteration 49Q (5362.823436 sec): 3 clusters Score: Raw -850787.196943 + Penalty 1734.452313 = -849052.744630 nChanged 14 SP:Iteration 50Q (5362.875830 sec): 3 clusters Score: Raw -850791.857852 + Penalty 1734.452313 = -849057.405539 nChanged 14 SP:Iteration 51Q (5362.932423 sec): 3 clusters Score: Raw -850795.588607 + Penalty 1734.452313 = -849061.136294 nChanged 8 SP:Iteration 52Q (5362.989331 sec): 3 clusters Score: Raw -850797.994884 + Penalty 1734.452313 = -849063.542571 nChanged 7 SP:Iteration 53Q (5363.046925 sec): 3 clusters Score: Raw -850801.219103 + Penalty 1734.452313 = -849066.766790 nChanged 5 SP:Iteration 54Q (5363.097983 sec): 3 clusters Score: Raw -850802.494918 + Penalty 1734.452313 = -849068.042605 nChanged 5 SP:Iteration 55Q (5363.154670 sec): 3 clusters Score: Raw -850803.916269 + Penalty 1734.452313 = -849069.463956 nChanged 3 SP:Iteration 56Q (5363.222336 sec): 3 clusters Score: Raw -850804.460315 + Penalty 1734.452313 = -849070.008002 nChanged 3 SP:Iteration 57Q (5363.256669 sec): 3 clusters Score: Raw -850805.252868 + Penalty 1734.452313 = -849070.800555 nChanged 3 SP:Iteration 58Q (5363.313487 sec): 3 clusters Score: Raw -850806.785343 + Penalty 1734.452313 = -849072.333030 nChanged 4 SP:Iteration 59Q (5363.370315 sec): 3 clusters Score: Raw -850808.381833 + Penalty 1734.452313 = -849073.929520 nChanged 8 SP:Iteration 60F (5363.426323 sec): 3 clusters Score: Raw -850810.473000 + Penalty 1734.452313 = -849076.020688 nChanged 7 SP:Iteration 61Q (5363.483110 sec): 3 clusters Score: Raw -850812.199623 + Penalty 1734.452313 = -849077.747310 nChanged 8 SP:Iteration 62Q (5363.538824 sec): 3 clusters Score: Raw -850814.195060 + Penalty 1734.452313 = -849079.742747 nChanged 5 SP:Iteration 63Q (5363.595160 sec): 3 clusters Score: Raw -850816.188394 + Penalty 1734.452313 = -849081.736081 nChanged 8 SP:Iteration 64Q (5363.650816 sec): 3 clusters Score: Raw -850818.972284 + Penalty 1734.452313 = -849084.519971 nChanged 9 SP:Iteration 65Q (5363.697279 sec): 3 clusters Score: Raw -850821.905778 + Penalty 1734.452313 = -849087.453465 nChanged 7 SP:Iteration 66Q (5363.753835 sec): 3 clusters Score: Raw -850824.255040 + Penalty 1734.452313 = -849089.802727 nChanged 7 SP:Iteration 67Q (5363.811021 sec): 3 clusters Score: Raw -850827.580441 + Penalty 1734.452313 = -849093.128128 nChanged 5 SP:Iteration 68Q (5363.864213 sec): 3 clusters Score: Raw -850829.691574 + Penalty 1734.452313 = -849095.239261 nChanged 4 SP:Iteration 69Q (5363.922179 sec): 3 clusters Score: Raw -850830.539369 + Penalty 1734.452313 = -849096.087056 nChanged 1 SP:Iteration 70Q (5363.980051 sec): 3 clusters Score: Raw -850830.623441 + Penalty 1734.452313 = -849096.171128 nChanged 1 SP:Iteration 71Q (5364.037510 sec): 3 clusters Score: Raw -850830.971274 + Penalty 1734.452313 = -849096.518962 nChanged 2 SP:Iteration 72Q (5364.095046 sec): 3 clusters Score: Raw -850831.266570 + Penalty 1734.452313 = -849096.814257 nChanged 0 SP:Iteration 73F (5364.153211 sec): 3 clusters Score: Raw -850831.266570 + Penalty 1734.452313 = -849096.814257 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5364.181441 sec): 2 clusters Score: Raw -246243.734107 + Penalty 745.053790 = -245498.680317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5364.234319 sec): 3 clusters Score: Raw -244959.794945 + Penalty 1490.107580 = -243469.687365 nChanged 986 SP:Iteration 1F (5364.284171 sec): 3 clusters Score: Raw -245505.615523 + Penalty 1490.107580 = -244015.507943 nChanged 189 SP:Iteration 2F (5364.332178 sec): 3 clusters Score: Raw -245621.910979 + Penalty 1490.107580 = -244131.803399 nChanged 156 SP:Iteration 3F (5364.370373 sec): 3 clusters Score: Raw -245701.322174 + Penalty 1490.107580 = -244211.214594 nChanged 95 SP:Iteration 4Q (5364.427316 sec): 3 clusters Score: Raw -245748.732043 + Penalty 1490.107580 = -244258.624463 nChanged 97 SP:Iteration 5Q (5364.469205 sec): 3 clusters Score: Raw -245801.760898 + Penalty 1490.107580 = -244311.653318 nChanged 108 SP:Iteration 6Q (5364.517636 sec): 3 clusters Score: Raw -245863.668005 + Penalty 1490.107580 = -244373.560425 nChanged 83 SP:Iteration 7Q (5364.577999 sec): 3 clusters Score: Raw -245906.750364 + Penalty 1490.107580 = -244416.642784 nChanged 76 SP:Iteration 8Q (5364.625123 sec): 3 clusters Score: Raw -245945.182027 + Penalty 1490.107580 = -244455.074446 nChanged 71 SP:Iteration 9Q (5364.670246 sec): 3 clusters Score: Raw -245988.087377 + Penalty 1490.107580 = -244497.979797 nChanged 55 SP:Iteration 10Q (5364.709775 sec): 3 clusters Score: Raw -246016.145820 + Penalty 1490.107580 = -244526.038240 nChanged 50 SP:Iteration 11Q (5364.724541 sec): 3 clusters Score: Raw -246044.498883 + Penalty 1490.107580 = -244554.391303 nChanged 48 SP:Iteration 12Q (5364.734271 sec): 3 clusters Score: Raw -246072.056114 + Penalty 1490.107580 = -244581.948534 nChanged 46 SP:Iteration 13Q (5364.744003 sec): 3 clusters Score: Raw -246101.675802 + Penalty 1490.107580 = -244611.568222 nChanged 47 SP:Iteration 14Q (5364.753554 sec): 3 clusters Score: Raw -246127.779792 + Penalty 1490.107580 = -244637.672212 nChanged 32 SP:Iteration 15Q (5364.763258 sec): 3 clusters Score: Raw -246144.312966 + Penalty 1490.107580 = -244654.205386 nChanged 43 SP:Iteration 16Q (5364.772917 sec): 3 clusters Score: Raw -246169.370178 + Penalty 1490.107580 = -244679.262598 nChanged 35 SP:Iteration 17Q (5364.782549 sec): 3 clusters Score: Raw -246190.111802 + Penalty 1490.107580 = -244700.004222 nChanged 33 SP:Iteration 18Q (5364.792064 sec): 3 clusters Score: Raw -246211.156148 + Penalty 1490.107580 = -244721.048568 nChanged 33 SP:Iteration 19Q (5364.801670 sec): 3 clusters Score: Raw -246237.118977 + Penalty 1490.107580 = -244747.011397 nChanged 44 SP:Iteration 20F (5364.811333 sec): 3 clusters Score: Raw -246270.867235 + Penalty 1490.107580 = -244780.759654 nChanged 25 SP:Iteration 21Q (5364.820890 sec): 3 clusters Score: Raw -246288.022157 + Penalty 1490.107580 = -244797.914577 nChanged 26 SP:Iteration 22Q (5364.870096 sec): 3 clusters Score: Raw -246305.746728 + Penalty 1490.107580 = -244815.639148 nChanged 22 SP:Iteration 23Q (5364.913246 sec): 3 clusters Score: Raw -246322.003347 + Penalty 1490.107580 = -244831.895767 nChanged 18 SP:Iteration 24Q (5364.948989 sec): 3 clusters Score: Raw -246336.478751 + Penalty 1490.107580 = -244846.371171 nChanged 13 SP:Iteration 25Q (5364.993566 sec): 3 clusters Score: Raw -246347.668693 + Penalty 1490.107580 = -244857.561113 nChanged 14 SP:Iteration 26Q (5365.045040 sec): 3 clusters Score: Raw -246354.124811 + Penalty 1490.107580 = -244864.017231 nChanged 3 SP:Iteration 27Q (5365.102826 sec): 3 clusters Score: Raw -246356.453965 + Penalty 1490.107580 = -244866.346385 nChanged 3 SP:Iteration 28Q (5365.146821 sec): 3 clusters Score: Raw -246358.349947 + Penalty 1490.107580 = -244868.242367 nChanged 2 SP:Iteration 29Q (5365.189831 sec): 3 clusters Score: Raw -246359.070894 + Penalty 1490.107580 = -244868.963313 nChanged 1 SP:Iteration 30Q (5365.238330 sec): 3 clusters Score: Raw -246359.650966 + Penalty 1490.107580 = -244869.543386 nChanged 3 SP:Iteration 31Q (5365.288824 sec): 3 clusters Score: Raw -246362.265027 + Penalty 1490.107580 = -244872.157447 nChanged 4 SP:Iteration 32Q (5365.345737 sec): 3 clusters Score: Raw -246364.319401 + Penalty 1490.107580 = -244874.211821 nChanged 0 SP:Iteration 33F (5365.379791 sec): 3 clusters Score: Raw -246364.319401 + Penalty 1490.107580 = -244874.211821 nChanged 0 Trying to split cluster 33 (3353 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5365.416797 sec): 2 clusters Score: Raw -289862.366624 + Penalty 771.173021 = -289091.193603 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5365.466066 sec): 3 clusters Score: Raw -288099.120188 + Penalty 1542.346042 = -286556.774147 nChanged 1394 SP:Iteration 1F (5365.516098 sec): 3 clusters Score: Raw -288967.725701 + Penalty 1542.346042 = -287425.379659 nChanged 273 SP:Iteration 2F (5365.564636 sec): 3 clusters Score: Raw -289183.684423 + Penalty 1542.346042 = -287641.338381 nChanged 249 SP:Iteration 3F (5365.605882 sec): 3 clusters Score: Raw -289395.386925 + Penalty 1542.346042 = -287853.040883 nChanged 233 SP:Iteration 4F (5365.656782 sec): 3 clusters Score: Raw -289578.614224 + Penalty 1542.346042 = -288036.268182 nChanged 181 SP:Iteration 5F (5365.707974 sec): 3 clusters Score: Raw -289726.362954 + Penalty 1542.346042 = -288184.016912 nChanged 171 SP:Iteration 6F (5365.758344 sec): 3 clusters Score: Raw -289886.713938 + Penalty 1542.346042 = -288344.367896 nChanged 157 SP:Iteration 7Q (5365.790694 sec): 3 clusters Score: Raw -290025.218776 + Penalty 1542.346042 = -288482.872734 nChanged 153 SP:Iteration 8Q (5365.837692 sec): 3 clusters Score: Raw -290165.161807 + Penalty 1542.346042 = -288622.815766 nChanged 119 SP:Iteration 9Q (5365.887563 sec): 3 clusters Score: Raw -290270.208444 + Penalty 1542.346042 = -288727.862402 nChanged 102 SP:Iteration 10Q (5365.942772 sec): 3 clusters Score: Raw -290338.299854 + Penalty 1542.346042 = -288795.953812 nChanged 77 SP:Iteration 11Q (5365.993224 sec): 3 clusters Score: Raw -290393.519221 + Penalty 1542.346042 = -288851.173179 nChanged 79 SP:Iteration 12Q (5366.043830 sec): 3 clusters Score: Raw -290445.814565 + Penalty 1542.346042 = -288903.468523 nChanged 67 SP:Iteration 13Q (5366.094705 sec): 3 clusters Score: Raw -290477.854856 + Penalty 1542.346042 = -288935.508815 nChanged 49 SP:Iteration 14Q (5366.134455 sec): 3 clusters Score: Raw -290496.423762 + Penalty 1542.346042 = -288954.077720 nChanged 35 SP:Iteration 15Q (5366.188583 sec): 3 clusters Score: Raw -290507.653289 + Penalty 1542.346042 = -288965.307247 nChanged 27 SP:Iteration 16Q (5366.233918 sec): 3 clusters Score: Raw -290515.057754 + Penalty 1542.346042 = -288972.711712 nChanged 18 SP:Iteration 17Q (5366.285286 sec): 3 clusters Score: Raw -290520.817313 + Penalty 1542.346042 = -288978.471271 nChanged 16 SP:Iteration 18Q (5366.333320 sec): 3 clusters Score: Raw -290524.551245 + Penalty 1542.346042 = -288982.205203 nChanged 15 SP:Iteration 19Q (5366.390365 sec): 3 clusters Score: Raw -290528.957285 + Penalty 1542.346042 = -288986.611243 nChanged 7 SP:Iteration 20F (5366.430255 sec): 3 clusters Score: Raw -290531.632379 + Penalty 1542.346042 = -288989.286337 nChanged 7 SP:Iteration 21Q (5366.480881 sec): 3 clusters Score: Raw -290533.295743 + Penalty 1542.346042 = -288990.949701 nChanged 6 SP:Iteration 22Q (5366.519087 sec): 3 clusters Score: Raw -290534.604490 + Penalty 1542.346042 = -288992.258448 nChanged 3 SP:Iteration 23Q (5366.563339 sec): 3 clusters Score: Raw -290535.175447 + Penalty 1542.346042 = -288992.829405 nChanged 2 SP:Iteration 24Q (5366.614671 sec): 3 clusters Score: Raw -290535.775312 + Penalty 1542.346042 = -288993.429270 nChanged 4 SP:Iteration 25Q (5366.657356 sec): 3 clusters Score: Raw -290536.254440 + Penalty 1542.346042 = -288993.908399 nChanged 4 SP:Iteration 26Q (5366.713147 sec): 3 clusters Score: Raw -290537.197556 + Penalty 1542.346042 = -288994.851514 nChanged 2 SP:Iteration 27Q (5366.755471 sec): 3 clusters Score: Raw -290537.718678 + Penalty 1542.346042 = -288995.372636 nChanged 1 SP:Iteration 28Q (5366.796905 sec): 3 clusters Score: Raw -290537.876332 + Penalty 1542.346042 = -288995.530290 nChanged 1 SP:Iteration 29Q (5366.833067 sec): 3 clusters Score: Raw -290538.061100 + Penalty 1542.346042 = -288995.715058 nChanged 1 SP:Iteration 30Q (5366.881784 sec): 3 clusters Score: Raw -290538.337812 + Penalty 1542.346042 = -288995.991770 nChanged 1 SP:Iteration 31Q (5366.932375 sec): 3 clusters Score: Raw -290538.428161 + Penalty 1542.346042 = -288996.082119 nChanged 1 SP:Iteration 32Q (5366.979785 sec): 3 clusters Score: Raw -290538.722370 + Penalty 1542.346042 = -288996.376328 nChanged 1 SP:Iteration 33Q (5367.030653 sec): 3 clusters Score: Raw -290538.805251 + Penalty 1542.346042 = -288996.459209 nChanged 0 SP:Iteration 34F (5367.079039 sec): 3 clusters Score: Raw -290538.805251 + Penalty 1542.346042 = -288996.459209 nChanged 0 Trying to split cluster 34 (288322 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5367.398922 sec): 2 clusters Score: Raw -27514681.649845 + Penalty 1194.324153 = -27513487.325692 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5367.814703 sec): 3 clusters Score: Raw -27320255.575576 + Penalty 2388.648306 = -27317866.927270 nChanged 141195 SP:Iteration 1F (5368.226313 sec): 3 clusters Score: Raw -27405798.378230 + Penalty 2388.648306 = -27403409.729924 nChanged 10123 SP:Iteration 2Q (5368.646166 sec): 3 clusters Score: Raw -27408478.025379 + Penalty 2388.648306 = -27406089.377073 nChanged 11047 SP:Iteration 3Q (5369.064842 sec): 3 clusters Score: Raw -27412078.422827 + Penalty 2388.648306 = -27409689.774521 nChanged 12790 SP:Iteration 4Q (5369.477341 sec): 3 clusters Score: Raw -27417372.000961 + Penalty 2388.648306 = -27414983.352655 nChanged 15125 SP:Iteration 5F (5369.867388 sec): 3 clusters Score: Raw -27425575.293712 + Penalty 2388.648306 = -27423186.645406 nChanged 17876 SP:Iteration 6F (5370.274278 sec): 3 clusters Score: Raw -27438194.123910 + Penalty 2388.648306 = -27435805.475604 nChanged 19916 SP:Iteration 7F (5370.688145 sec): 3 clusters Score: Raw -27454895.912520 + Penalty 2388.648306 = -27452507.264214 nChanged 18880 SP:Iteration 8F (5371.090815 sec): 3 clusters Score: Raw -27469546.268350 + Penalty 2388.648306 = -27467157.620044 nChanged 14194 SP:Iteration 9Q (5371.506140 sec): 3 clusters Score: Raw -27477469.227736 + Penalty 2388.648306 = -27475080.579430 nChanged 9169 SP:Iteration 10Q (5371.934503 sec): 3 clusters Score: Raw -27481620.755400 + Penalty 2388.648306 = -27479232.107094 nChanged 6846 SP:Iteration 11Q (5372.328058 sec): 3 clusters Score: Raw -27484885.716733 + Penalty 2388.648306 = -27482497.068427 nChanged 6227 SP:Iteration 12Q (5372.734675 sec): 3 clusters Score: Raw -27487998.046573 + Penalty 2388.648306 = -27485609.398267 nChanged 5986 SP:Iteration 13Q (5373.135165 sec): 3 clusters Score: Raw -27490965.708045 + Penalty 2388.648306 = -27488577.059739 nChanged 5579 SP:Iteration 14Q (5373.555057 sec): 3 clusters Score: Raw -27493613.254807 + Penalty 2388.648306 = -27491224.606501 nChanged 5059 SP:Iteration 15Q (5373.958053 sec): 3 clusters Score: Raw -27495933.259624 + Penalty 2388.648306 = -27493544.611318 nChanged 4590 SP:Iteration 16Q (5374.352401 sec): 3 clusters Score: Raw -27497895.253225 + Penalty 2388.648306 = -27495506.604919 nChanged 4163 SP:Iteration 17Q (5374.753126 sec): 3 clusters Score: Raw -27499568.141048 + Penalty 2388.648306 = -27497179.492742 nChanged 3676 SP:Iteration 18Q (5375.120734 sec): 3 clusters Score: Raw -27500910.045582 + Penalty 2388.648306 = -27498521.397276 nChanged 3354 SP:Iteration 19Q (5375.492122 sec): 3 clusters Score: Raw -27502028.237013 + Penalty 2388.648306 = -27499639.588706 nChanged 3056 SP:Iteration 20F (5375.885394 sec): 3 clusters Score: Raw -27502949.281769 + Penalty 2388.648306 = -27500560.633462 nChanged 2719 SP:Iteration 21Q (5376.265181 sec): 3 clusters Score: Raw -27503703.786726 + Penalty 2388.648306 = -27501315.138420 nChanged 2565 SP:Iteration 22Q (5376.652833 sec): 3 clusters Score: Raw -27504343.428272 + Penalty 2388.648306 = -27501954.779965 nChanged 2401 SP:Iteration 23Q (5377.056030 sec): 3 clusters Score: Raw -27504893.898776 + Penalty 2388.648306 = -27502505.250469 nChanged 2318 SP:Iteration 24Q (5377.441745 sec): 3 clusters Score: Raw -27505405.220854 + Penalty 2388.648306 = -27503016.572548 nChanged 2244 SP:Iteration 25Q (5377.828709 sec): 3 clusters Score: Raw -27505888.460280 + Penalty 2388.648306 = -27503499.811974 nChanged 2184 SP:Iteration 26Q (5378.214382 sec): 3 clusters Score: Raw -27506332.359562 + Penalty 2388.648306 = -27503943.711256 nChanged 2034 SP:Iteration 27Q (5378.606099 sec): 3 clusters Score: Raw -27506718.042826 + Penalty 2388.648306 = -27504329.394520 nChanged 1888 SP:Iteration 28Q (5378.987874 sec): 3 clusters Score: Raw -27507063.056210 + Penalty 2388.648306 = -27504674.407903 nChanged 1832 SP:Iteration 29Q (5379.370758 sec): 3 clusters Score: Raw -27507391.995821 + Penalty 2388.648306 = -27505003.347515 nChanged 1681 SP:Iteration 30Q (5379.740855 sec): 3 clusters Score: Raw -27507677.801226 + Penalty 2388.648306 = -27505289.152920 nChanged 1634 SP:Iteration 31Q (5380.102554 sec): 3 clusters Score: Raw -27507949.941393 + Penalty 2388.648306 = -27505561.293087 nChanged 1551 SP:Iteration 32Q (5380.460408 sec): 3 clusters Score: Raw -27508192.969273 + Penalty 2388.648306 = -27505804.320967 nChanged 1401 SP:Iteration 33Q (5380.813368 sec): 3 clusters Score: Raw -27508402.953949 + Penalty 2388.648306 = -27506014.305643 nChanged 1354 SP:Iteration 34Q (5381.162343 sec): 3 clusters Score: Raw -27508598.982107 + Penalty 2388.648306 = -27506210.333801 nChanged 1309 SP:Iteration 35Q (5381.543367 sec): 3 clusters Score: Raw -27508785.969940 + Penalty 2388.648306 = -27506397.321634 nChanged 1203 SP:Iteration 36Q (5381.919642 sec): 3 clusters Score: Raw -27508950.766486 + Penalty 2388.648306 = -27506562.118179 nChanged 1182 SP:Iteration 37Q (5382.283366 sec): 3 clusters Score: Raw -27509109.166484 + Penalty 2388.648306 = -27506720.518178 nChanged 1156 SP:Iteration 38Q (5382.662611 sec): 3 clusters Score: Raw -27509263.169369 + Penalty 2388.648306 = -27506874.521063 nChanged 1084 SP:Iteration 39Q (5383.023622 sec): 3 clusters Score: Raw -27509400.194456 + Penalty 2388.648306 = -27507011.546150 nChanged 1017 SP:Iteration 40F (5383.435749 sec): 3 clusters Score: Raw -27509523.891158 + Penalty 2388.648306 = -27507135.242852 nChanged 941 SP:Iteration 41Q (5383.808304 sec): 3 clusters Score: Raw -27509633.264692 + Penalty 2388.648306 = -27507244.616386 nChanged 870 SP:Iteration 42Q (5384.177254 sec): 3 clusters Score: Raw -27509730.593351 + Penalty 2388.648306 = -27507341.945045 nChanged 837 SP:Iteration 43Q (5384.534663 sec): 3 clusters Score: Raw -27509821.108785 + Penalty 2388.648306 = -27507432.460479 nChanged 817 SP:Iteration 44Q (5384.893745 sec): 3 clusters Score: Raw -27509912.824616 + Penalty 2388.648306 = -27507524.176310 nChanged 829 SP:Iteration 45Q (5385.276785 sec): 3 clusters Score: Raw -27510003.313522 + Penalty 2388.648306 = -27507614.665216 nChanged 792 SP:Iteration 46Q (5385.624736 sec): 3 clusters Score: Raw -27510089.175364 + Penalty 2388.648306 = -27507700.527058 nChanged 773 SP:Iteration 47Q (5385.977332 sec): 3 clusters Score: Raw -27510173.711245 + Penalty 2388.648306 = -27507785.062939 nChanged 755 SP:Iteration 48Q (5386.322671 sec): 3 clusters Score: Raw -27510253.615010 + Penalty 2388.648306 = -27507864.966704 nChanged 703 SP:Iteration 49Q (5386.668933 sec): 3 clusters Score: Raw -27510323.058254 + Penalty 2388.648306 = -27507934.409948 nChanged 660 SP:Iteration 50Q (5387.028611 sec): 3 clusters Score: Raw -27510386.863202 + Penalty 2388.648306 = -27507998.214896 nChanged 660 SP:Iteration 51Q (5387.406033 sec): 3 clusters Score: Raw -27510451.827593 + Penalty 2388.648306 = -27508063.179287 nChanged 657 SP:Iteration 52Q (5387.782867 sec): 3 clusters Score: Raw -27510513.137620 + Penalty 2388.648306 = -27508124.489314 nChanged 598 SP:Iteration 53Q (5388.154065 sec): 3 clusters Score: Raw -27510568.844984 + Penalty 2388.648306 = -27508180.196678 nChanged 621 SP:Iteration 54Q (5388.510608 sec): 3 clusters Score: Raw -27510628.684502 + Penalty 2388.648306 = -27508240.036196 nChanged 626 SP:Iteration 55Q (5388.885591 sec): 3 clusters Score: Raw -27510690.018942 + Penalty 2388.648306 = -27508301.370636 nChanged 628 SP:Iteration 56Q (5389.247465 sec): 3 clusters Score: Raw -27510749.825739 + Penalty 2388.648306 = -27508361.177433 nChanged 570 SP:Iteration 57Q (5389.605274 sec): 3 clusters Score: Raw -27510800.702283 + Penalty 2388.648306 = -27508412.053977 nChanged 544 SP:Iteration 58Q (5389.977953 sec): 3 clusters Score: Raw -27510847.523413 + Penalty 2388.648306 = -27508458.875106 nChanged 496 SP:Iteration 59Q (5390.339215 sec): 3 clusters Score: Raw -27510889.866652 + Penalty 2388.648306 = -27508501.218346 nChanged 489 SP:Iteration 60F (5390.735109 sec): 3 clusters Score: Raw -27510930.631869 + Penalty 2388.648306 = -27508541.983562 nChanged 473 SP:Iteration 61Q (5391.096461 sec): 3 clusters Score: Raw -27510967.504840 + Penalty 2388.648306 = -27508578.856534 nChanged 424 SP:Iteration 62Q (5391.439399 sec): 3 clusters Score: Raw -27510996.994842 + Penalty 2388.648306 = -27508608.346536 nChanged 382 SP:Iteration 63Q (5391.777820 sec): 3 clusters Score: Raw -27511022.161850 + Penalty 2388.648306 = -27508633.513544 nChanged 379 SP:Iteration 64Q (5392.123045 sec): 3 clusters Score: Raw -27511049.491786 + Penalty 2388.648306 = -27508660.843480 nChanged 405 SP:Iteration 65Q (5392.468558 sec): 3 clusters Score: Raw -27511080.613704 + Penalty 2388.648306 = -27508691.965398 nChanged 389 SP:Iteration 66Q (5392.829431 sec): 3 clusters Score: Raw -27511110.486283 + Penalty 2388.648306 = -27508721.837977 nChanged 381 SP:Iteration 67Q (5393.195976 sec): 3 clusters Score: Raw -27511139.110420 + Penalty 2388.648306 = -27508750.462114 nChanged 382 SP:Iteration 68Q (5393.554440 sec): 3 clusters Score: Raw -27511168.622699 + Penalty 2388.648306 = -27508779.974393 nChanged 393 SP:Iteration 69Q (5393.920169 sec): 3 clusters Score: Raw -27511197.767555 + Penalty 2388.648306 = -27508809.119249 nChanged 391 SP:Iteration 70Q (5394.262237 sec): 3 clusters Score: Raw -27511227.066614 + Penalty 2388.648306 = -27508838.418308 nChanged 375 SP:Iteration 71Q (5394.619816 sec): 3 clusters Score: Raw -27511254.610300 + Penalty 2388.648306 = -27508865.961994 nChanged 373 SP:Iteration 72Q (5394.971898 sec): 3 clusters Score: Raw -27511283.443895 + Penalty 2388.648306 = -27508894.795589 nChanged 370 SP:Iteration 73Q (5395.323052 sec): 3 clusters Score: Raw -27511309.231205 + Penalty 2388.648306 = -27508920.582899 nChanged 325 SP:Iteration 74Q (5395.662644 sec): 3 clusters Score: Raw -27511330.332621 + Penalty 2388.648306 = -27508941.684315 nChanged 326 SP:Iteration 75Q (5396.007315 sec): 3 clusters Score: Raw -27511351.016697 + Penalty 2388.648306 = -27508962.368391 nChanged 339 SP:Iteration 76Q (5396.363543 sec): 3 clusters Score: Raw -27511374.045249 + Penalty 2388.648306 = -27508985.396943 nChanged 330 SP:Iteration 77Q (5396.689222 sec): 3 clusters Score: Raw -27511396.907577 + Penalty 2388.648306 = -27509008.259271 nChanged 327 SP:Iteration 78Q (5397.025650 sec): 3 clusters Score: Raw -27511418.320701 + Penalty 2388.648306 = -27509029.672395 nChanged 300 SP:Iteration 79Q (5397.364747 sec): 3 clusters Score: Raw -27511437.074125 + Penalty 2388.648306 = -27509048.425819 nChanged 281 SP:Iteration 80F (5397.772827 sec): 3 clusters Score: Raw -27511454.288299 + Penalty 2388.648306 = -27509065.639993 nChanged 288 SP:Iteration 81Q (5398.142567 sec): 3 clusters Score: Raw -27511472.309242 + Penalty 2388.648306 = -27509083.660936 nChanged 290 SP:Iteration 82Q (5398.498533 sec): 3 clusters Score: Raw -27511491.358549 + Penalty 2388.648306 = -27509102.710243 nChanged 305 SP:Iteration 83Q (5398.846254 sec): 3 clusters Score: Raw -27511512.142137 + Penalty 2388.648306 = -27509123.493830 nChanged 298 SP:Iteration 84Q (5399.203596 sec): 3 clusters Score: Raw -27511531.939770 + Penalty 2388.648306 = -27509143.291463 nChanged 277 SP:Iteration 85Q (5399.560214 sec): 3 clusters Score: Raw -27511549.712736 + Penalty 2388.648306 = -27509161.064430 nChanged 273 SP:Iteration 86Q (5399.918966 sec): 3 clusters Score: Raw -27511569.675133 + Penalty 2388.648306 = -27509181.026827 nChanged 284 SP:Iteration 87Q (5400.271674 sec): 3 clusters Score: Raw -27511589.773773 + Penalty 2388.648306 = -27509201.125467 nChanged 280 SP:Iteration 88Q (5400.627521 sec): 3 clusters Score: Raw -27511608.315877 + Penalty 2388.648306 = -27509219.667571 nChanged 276 SP:Iteration 89Q (5400.979299 sec): 3 clusters Score: Raw -27511627.863109 + Penalty 2388.648306 = -27509239.214803 nChanged 275 SP:Iteration 90Q (5401.329934 sec): 3 clusters Score: Raw -27511647.593690 + Penalty 2388.648306 = -27509258.945384 nChanged 281 SP:Iteration 91Q (5401.665516 sec): 3 clusters Score: Raw -27511667.569207 + Penalty 2388.648306 = -27509278.920901 nChanged 274 SP:Iteration 92Q (5401.997891 sec): 3 clusters Score: Raw -27511687.490992 + Penalty 2388.648306 = -27509298.842686 nChanged 286 SP:Iteration 93Q (5402.319396 sec): 3 clusters Score: Raw -27511708.561161 + Penalty 2388.648306 = -27509319.912855 nChanged 273 SP:Iteration 94Q (5402.676324 sec): 3 clusters Score: Raw -27511727.658886 + Penalty 2388.648306 = -27509339.010579 nChanged 246 SP:Iteration 95Q (5403.032155 sec): 3 clusters Score: Raw -27511743.714311 + Penalty 2388.648306 = -27509355.066005 nChanged 258 SP:Iteration 96Q (5403.368497 sec): 3 clusters Score: Raw -27511761.844480 + Penalty 2388.648306 = -27509373.196174 nChanged 271 SP:Iteration 97Q (5403.723979 sec): 3 clusters Score: Raw -27511781.326696 + Penalty 2388.648306 = -27509392.678390 nChanged 263 SP:Iteration 98Q (5404.068621 sec): 3 clusters Score: Raw -27511799.115774 + Penalty 2388.648306 = -27509410.467468 nChanged 256 SP:Iteration 99Q (5404.410993 sec): 3 clusters Score: Raw -27511815.584805 + Penalty 2388.648306 = -27509426.936499 nChanged 234 SP:Iteration 100F (5404.819826 sec): 3 clusters Score: Raw -27511828.670497 + Penalty 2388.648306 = -27509440.022191 nChanged 207 SP:Iteration 101Q (5405.169515 sec): 3 clusters Score: Raw -27511840.371813 + Penalty 2388.648306 = -27509451.723507 nChanged 211 SP:Iteration 102Q (5405.513271 sec): 3 clusters Score: Raw -27511852.566997 + Penalty 2388.648306 = -27509463.918691 nChanged 222 SP:Iteration 103Q (5405.868870 sec): 3 clusters Score: Raw -27511866.741925 + Penalty 2388.648306 = -27509478.093619 nChanged 228 SP:Iteration 104Q (5406.198067 sec): 3 clusters Score: Raw -27511881.083819 + Penalty 2388.648306 = -27509492.435513 nChanged 228 SP:Iteration 105Q (5406.532460 sec): 3 clusters Score: Raw -27511896.344846 + Penalty 2388.648306 = -27509507.696540 nChanged 229 SP:Iteration 106Q (5406.866154 sec): 3 clusters Score: Raw -27511911.029424 + Penalty 2388.648306 = -27509522.381118 nChanged 207 SP:Iteration 107Q (5407.197302 sec): 3 clusters Score: Raw -27511922.899083 + Penalty 2388.648306 = -27509534.250777 nChanged 177 SP:Iteration 108Q (5407.529319 sec): 3 clusters Score: Raw -27511931.889189 + Penalty 2388.648306 = -27509543.240883 nChanged 157 SP:Iteration 109Q (5407.875809 sec): 3 clusters Score: Raw -27511939.200893 + Penalty 2388.648306 = -27509550.552587 nChanged 135 SP:Iteration 110Q (5408.240658 sec): 3 clusters Score: Raw -27511945.217225 + Penalty 2388.648306 = -27509556.568918 nChanged 124 SP:Iteration 111Q (5408.589790 sec): 3 clusters Score: Raw -27511950.633287 + Penalty 2388.648306 = -27509561.984981 nChanged 125 SP:Iteration 112Q (5408.936970 sec): 3 clusters Score: Raw -27511955.531979 + Penalty 2388.648306 = -27509566.883673 nChanged 125 SP:Iteration 113Q (5409.276035 sec): 3 clusters Score: Raw -27511961.057058 + Penalty 2388.648306 = -27509572.408752 nChanged 134 SP:Iteration 114Q (5409.616574 sec): 3 clusters Score: Raw -27511967.305216 + Penalty 2388.648306 = -27509578.656910 nChanged 129 SP:Iteration 115Q (5409.970440 sec): 3 clusters Score: Raw -27511973.421203 + Penalty 2388.648306 = -27509584.772897 nChanged 140 SP:Iteration 116Q (5410.309514 sec): 3 clusters Score: Raw -27511980.124682 + Penalty 2388.648306 = -27509591.476376 nChanged 126 SP:Iteration 117Q (5410.671429 sec): 3 clusters Score: Raw -27511986.252673 + Penalty 2388.648306 = -27509597.604367 nChanged 134 SP:Iteration 118Q (5411.035825 sec): 3 clusters Score: Raw -27511992.865072 + Penalty 2388.648306 = -27509604.216766 nChanged 134 SP:Iteration 119Q (5411.368686 sec): 3 clusters Score: Raw -27511999.706971 + Penalty 2388.648306 = -27509611.058665 nChanged 142 SP:Iteration 120F (5411.755614 sec): 3 clusters Score: Raw -27512007.010593 + Penalty 2388.648306 = -27509618.362287 nChanged 147 SP:Iteration 121Q (5412.085703 sec): 3 clusters Score: Raw -27512014.509129 + Penalty 2388.648306 = -27509625.860823 nChanged 160 SP:Iteration 122Q (5412.416170 sec): 3 clusters Score: Raw -27512023.890285 + Penalty 2388.648306 = -27509635.241979 nChanged 166 SP:Iteration 123Q (5412.735292 sec): 3 clusters Score: Raw -27512033.239971 + Penalty 2388.648306 = -27509644.591665 nChanged 172 SP:Iteration 124Q (5413.082209 sec): 3 clusters Score: Raw -27512043.475461 + Penalty 2388.648306 = -27509654.827155 nChanged 182 SP:Iteration 125Q (5413.436034 sec): 3 clusters Score: Raw -27512054.335530 + Penalty 2388.648306 = -27509665.687224 nChanged 176 SP:Iteration 126Q (5413.786004 sec): 3 clusters Score: Raw -27512065.391274 + Penalty 2388.648306 = -27509676.742968 nChanged 177 SP:Iteration 127Q (5414.130879 sec): 3 clusters Score: Raw -27512076.165173 + Penalty 2388.648306 = -27509687.516867 nChanged 164 SP:Iteration 128Q (5414.466506 sec): 3 clusters Score: Raw -27512085.601462 + Penalty 2388.648306 = -27509696.953156 nChanged 151 SP:Iteration 129Q (5414.808880 sec): 3 clusters Score: Raw -27512095.228017 + Penalty 2388.648306 = -27509706.579711 nChanged 164 SP:Iteration 130Q (5415.165572 sec): 3 clusters Score: Raw -27512106.178916 + Penalty 2388.648306 = -27509717.530610 nChanged 160 SP:Iteration 131Q (5415.515667 sec): 3 clusters Score: Raw -27512116.882995 + Penalty 2388.648306 = -27509728.234689 nChanged 179 SP:Iteration 132Q (5415.865045 sec): 3 clusters Score: Raw -27512129.909155 + Penalty 2388.648306 = -27509741.260848 nChanged 191 SP:Iteration 133Q (5416.217220 sec): 3 clusters Score: Raw -27512143.974028 + Penalty 2388.648306 = -27509755.325722 nChanged 205 SP:Iteration 134Q (5416.568960 sec): 3 clusters Score: Raw -27512159.107453 + Penalty 2388.648306 = -27509770.459147 nChanged 193 SP:Iteration 135Q (5416.913190 sec): 3 clusters Score: Raw -27512172.662547 + Penalty 2388.648306 = -27509784.014240 nChanged 215 SP:Iteration 136Q (5417.273198 sec): 3 clusters Score: Raw -27512187.992943 + Penalty 2388.648306 = -27509799.344637 nChanged 201 SP:Iteration 137Q (5417.613182 sec): 3 clusters Score: Raw -27512202.129967 + Penalty 2388.648306 = -27509813.481661 nChanged 199 SP:Iteration 138Q (5417.963123 sec): 3 clusters Score: Raw -27512216.156466 + Penalty 2388.648306 = -27509827.508160 nChanged 188 SP:Iteration 139Q (5418.315085 sec): 3 clusters Score: Raw -27512230.099274 + Penalty 2388.648306 = -27509841.450968 nChanged 192 SP:Iteration 140F (5418.720318 sec): 3 clusters Score: Raw -27512246.898207 + Penalty 2388.648306 = -27509858.249900 nChanged 222 SP:Iteration 141Q (5419.065521 sec): 3 clusters Score: Raw -27512266.474021 + Penalty 2388.648306 = -27509877.825715 nChanged 232 SP:Iteration 142Q (5419.415350 sec): 3 clusters Score: Raw -27512288.292721 + Penalty 2388.648306 = -27509899.644415 nChanged 234 SP:Iteration 143Q (5419.760307 sec): 3 clusters Score: Raw -27512312.038474 + Penalty 2388.648306 = -27509923.390168 nChanged 268 SP:Iteration 144Q (5420.080067 sec): 3 clusters Score: Raw -27512339.690936 + Penalty 2388.648306 = -27509951.042630 nChanged 269 SP:Iteration 145Q (5420.431559 sec): 3 clusters Score: Raw -27512366.680626 + Penalty 2388.648306 = -27509978.032320 nChanged 274 SP:Iteration 146Q (5420.769281 sec): 3 clusters Score: Raw -27512394.538767 + Penalty 2388.648306 = -27510005.890460 nChanged 263 SP:Iteration 147Q (5421.101788 sec): 3 clusters Score: Raw -27512422.839619 + Penalty 2388.648306 = -27510034.191313 nChanged 284 SP:Iteration 148Q (5421.429907 sec): 3 clusters Score: Raw -27512454.810735 + Penalty 2388.648306 = -27510066.162428 nChanged 294 SP:Iteration 149Q (5421.758074 sec): 3 clusters Score: Raw -27512488.739282 + Penalty 2388.648306 = -27510100.090976 nChanged 325 SP:Iteration 150Q (5422.107833 sec): 3 clusters Score: Raw -27512524.610856 + Penalty 2388.648306 = -27510135.962550 nChanged 302 SP:Iteration 151Q (5422.452738 sec): 3 clusters Score: Raw -27512557.981694 + Penalty 2388.648306 = -27510169.333388 nChanged 310 SP:Iteration 152Q (5422.793076 sec): 3 clusters Score: Raw -27512593.622132 + Penalty 2388.648306 = -27510204.973826 nChanged 306 SP:Iteration 153Q (5423.143205 sec): 3 clusters Score: Raw -27512625.937463 + Penalty 2388.648306 = -27510237.289157 nChanged 289 SP:Iteration 154Q (5423.496546 sec): 3 clusters Score: Raw -27512657.407160 + Penalty 2388.648306 = -27510268.758854 nChanged 292 SP:Iteration 155Q (5423.847701 sec): 3 clusters Score: Raw -27512689.467926 + Penalty 2388.648306 = -27510300.819620 nChanged 290 SP:Iteration 156Q (5424.180674 sec): 3 clusters Score: Raw -27512722.033011 + Penalty 2388.648306 = -27510333.384705 nChanged 276 SP:Iteration 157Q (5424.526241 sec): 3 clusters Score: Raw -27512754.330217 + Penalty 2388.648306 = -27510365.681911 nChanged 309 SP:Iteration 158Q (5424.864987 sec): 3 clusters Score: Raw -27512794.307408 + Penalty 2388.648306 = -27510405.659102 nChanged 327 SP:Iteration 159Q (5425.200083 sec): 3 clusters Score: Raw -27512843.745356 + Penalty 2388.648306 = -27510455.097050 nChanged 374 SP:Iteration 160F (5425.620548 sec): 3 clusters Score: Raw -27512902.508988 + Penalty 2388.648306 = -27510513.860682 nChanged 362 SP:Iteration 161Q (5425.956434 sec): 3 clusters Score: Raw -27512958.863338 + Penalty 2388.648306 = -27510570.215032 nChanged 390 SP:Iteration 162Q (5426.279452 sec): 3 clusters Score: Raw -27513024.821699 + Penalty 2388.648306 = -27510636.173392 nChanged 394 SP:Iteration 163Q (5426.604394 sec): 3 clusters Score: Raw -27513092.622857 + Penalty 2388.648306 = -27510703.974551 nChanged 376 SP:Iteration 164Q (5426.927890 sec): 3 clusters Score: Raw -27513158.109763 + Penalty 2388.648306 = -27510769.461457 nChanged 373 SP:Iteration 165Q (5427.252585 sec): 3 clusters Score: Raw -27513226.020157 + Penalty 2388.648306 = -27510837.371851 nChanged 371 SP:Iteration 166Q (5427.604843 sec): 3 clusters Score: Raw -27513295.172889 + Penalty 2388.648306 = -27510906.524583 nChanged 401 SP:Iteration 167Q (5427.953729 sec): 3 clusters Score: Raw -27513375.518905 + Penalty 2388.648306 = -27510986.870598 nChanged 393 SP:Iteration 168Q (5428.301710 sec): 3 clusters Score: Raw -27513451.439411 + Penalty 2388.648306 = -27511062.791105 nChanged 388 SP:Iteration 169Q (5428.619397 sec): 3 clusters Score: Raw -27513528.214503 + Penalty 2388.648306 = -27511139.566197 nChanged 375 SP:Iteration 170Q (5428.967500 sec): 3 clusters Score: Raw -27513603.747674 + Penalty 2388.648306 = -27511215.099368 nChanged 361 SP:Iteration 171Q (5429.296205 sec): 3 clusters Score: Raw -27513681.209130 + Penalty 2388.648306 = -27511292.560824 nChanged 375 SP:Iteration 172Q (5429.624608 sec): 3 clusters Score: Raw -27513764.963990 + Penalty 2388.648306 = -27511376.315684 nChanged 372 SP:Iteration 173Q (5429.958984 sec): 3 clusters Score: Raw -27513852.368569 + Penalty 2388.648306 = -27511463.720263 nChanged 376 SP:Iteration 174Q (5430.283590 sec): 3 clusters Score: Raw -27513945.080474 + Penalty 2388.648306 = -27511556.432167 nChanged 378 SP:Iteration 175Q (5430.603378 sec): 3 clusters Score: Raw -27514046.256180 + Penalty 2388.648306 = -27511657.607874 nChanged 353 SP:Iteration 176Q (5430.921003 sec): 3 clusters Score: Raw -27514143.555583 + Penalty 2388.648306 = -27511754.907277 nChanged 335 SP:Iteration 177Q (5431.229291 sec): 3 clusters Score: Raw -27514236.331830 + Penalty 2388.648306 = -27511847.683524 nChanged 317 SP:Iteration 178Q (5431.529277 sec): 3 clusters Score: Raw -27514326.864844 + Penalty 2388.648306 = -27511938.216538 nChanged 290 SP:Iteration 179Q (5431.867112 sec): 3 clusters Score: Raw -27514399.144854 + Penalty 2388.648306 = -27512010.496548 nChanged 239 SP:Iteration 180F (5432.265337 sec): 3 clusters Score: Raw -27514458.822749 + Penalty 2388.648306 = -27512070.174443 nChanged 220 SP:Iteration 181Q (5432.616803 sec): 3 clusters Score: Raw -27514513.015070 + Penalty 2388.648306 = -27512124.366764 nChanged 193 SP:Iteration 182Q (5432.940738 sec): 3 clusters Score: Raw -27514556.084425 + Penalty 2388.648306 = -27512167.436119 nChanged 178 SP:Iteration 183Q (5433.278071 sec): 3 clusters Score: Raw -27514595.433400 + Penalty 2388.648306 = -27512206.785094 nChanged 151 SP:Iteration 184Q (5433.609456 sec): 3 clusters Score: Raw -27514630.902227 + Penalty 2388.648306 = -27512242.253921 nChanged 147 SP:Iteration 185Q (5433.934738 sec): 3 clusters Score: Raw -27514662.858001 + Penalty 2388.648306 = -27512274.209695 nChanged 131 SP:Iteration 186Q (5434.259188 sec): 3 clusters Score: Raw -27514691.428322 + Penalty 2388.648306 = -27512302.780016 nChanged 126 SP:Iteration 187Q (5434.594320 sec): 3 clusters Score: Raw -27514721.866109 + Penalty 2388.648306 = -27512333.217803 nChanged 120 SP:Iteration 188Q (5434.910678 sec): 3 clusters Score: Raw -27514751.069302 + Penalty 2388.648306 = -27512362.420996 nChanged 114 SP:Iteration 189Q (5435.254567 sec): 3 clusters Score: Raw -27514781.949088 + Penalty 2388.648306 = -27512393.300781 nChanged 106 SP:Iteration 190Q (5435.583868 sec): 3 clusters Score: Raw -27514806.504370 + Penalty 2388.648306 = -27512417.856064 nChanged 83 SP:Iteration 191Q (5435.901410 sec): 3 clusters Score: Raw -27514824.549564 + Penalty 2388.648306 = -27512435.901258 nChanged 74 SP:Iteration 192Q (5436.206958 sec): 3 clusters Score: Raw -27514838.002884 + Penalty 2388.648306 = -27512449.354578 nChanged 57 SP:Iteration 193Q (5436.524465 sec): 3 clusters Score: Raw -27514847.748583 + Penalty 2388.648306 = -27512459.100277 nChanged 54 SP:Iteration 194Q (5436.869787 sec): 3 clusters Score: Raw -27514856.934857 + Penalty 2388.648306 = -27512468.286551 nChanged 43 SP:Iteration 195Q (5437.204680 sec): 3 clusters Score: Raw -27514863.701182 + Penalty 2388.648306 = -27512475.052876 nChanged 38 SP:Iteration 196Q (5437.546870 sec): 3 clusters Score: Raw -27514870.480561 + Penalty 2388.648306 = -27512481.832255 nChanged 40 SP:Iteration 197Q (5437.896105 sec): 3 clusters Score: Raw -27514876.476696 + Penalty 2388.648306 = -27512487.828390 nChanged 33 SP:Iteration 198Q (5438.234778 sec): 3 clusters Score: Raw -27514881.684238 + Penalty 2388.648306 = -27512493.035932 nChanged 36 SP:Iteration 199Q (5438.569893 sec): 3 clusters Score: Raw -27514888.001828 + Penalty 2388.648306 = -27512499.353522 nChanged 23 SP:Iteration 200F (5438.960594 sec): 3 clusters Score: Raw -27514893.141211 + Penalty 2388.648306 = -27512504.492905 nChanged 34 SP:Iteration 201Q (5439.305703 sec): 3 clusters Score: Raw -27514900.113921 + Penalty 2388.648306 = -27512511.465615 nChanged 27 SP:Iteration 202Q (5439.647648 sec): 3 clusters Score: Raw -27514906.187710 + Penalty 2388.648306 = -27512517.539404 nChanged 27 SP:Iteration 203Q (5439.973000 sec): 3 clusters Score: Raw -27514910.842427 + Penalty 2388.648306 = -27512522.194121 nChanged 26 SP:Iteration 204Q (5440.309931 sec): 3 clusters Score: Raw -27514915.835410 + Penalty 2388.648306 = -27512527.187104 nChanged 26 SP:Iteration 205Q (5440.624293 sec): 3 clusters Score: Raw -27514920.209087 + Penalty 2388.648306 = -27512531.560781 nChanged 26 SP:Iteration 206Q (5440.948484 sec): 3 clusters Score: Raw -27514924.286057 + Penalty 2388.648306 = -27512535.637750 nChanged 25 SP:Iteration 207Q (5441.266958 sec): 3 clusters Score: Raw -27514928.268194 + Penalty 2388.648306 = -27512539.619888 nChanged 21 SP:Iteration 208Q (5441.581941 sec): 3 clusters Score: Raw -27514932.464109 + Penalty 2388.648306 = -27512543.815803 nChanged 22 SP:Iteration 209Q (5441.898204 sec): 3 clusters Score: Raw -27514936.362022 + Penalty 2388.648306 = -27512547.713716 nChanged 24 SP:Iteration 210Q (5442.220131 sec): 3 clusters Score: Raw -27514940.914551 + Penalty 2388.648306 = -27512552.266244 nChanged 21 SP:Iteration 211Q (5442.563146 sec): 3 clusters Score: Raw -27514944.169184 + Penalty 2388.648306 = -27512555.520878 nChanged 24 SP:Iteration 212Q (5442.874673 sec): 3 clusters Score: Raw -27514948.413810 + Penalty 2388.648306 = -27512559.765504 nChanged 17 SP:Iteration 213Q (5443.220639 sec): 3 clusters Score: Raw -27514951.976705 + Penalty 2388.648306 = -27512563.328399 nChanged 28 SP:Iteration 214Q (5443.534374 sec): 3 clusters Score: Raw -27514957.255451 + Penalty 2388.648306 = -27512568.607145 nChanged 30 SP:Iteration 215Q (5443.879038 sec): 3 clusters Score: Raw -27514963.008179 + Penalty 2388.648306 = -27512574.359873 nChanged 24 SP:Iteration 216Q (5444.212122 sec): 3 clusters Score: Raw -27514967.777958 + Penalty 2388.648306 = -27512579.129652 nChanged 24 SP:Iteration 217Q (5444.553197 sec): 3 clusters Score: Raw -27514972.063669 + Penalty 2388.648306 = -27512583.415363 nChanged 18 SP:Iteration 218Q (5444.884598 sec): 3 clusters Score: Raw -27514974.465657 + Penalty 2388.648306 = -27512585.817351 nChanged 13 SP:Iteration 219Q (5445.211087 sec): 3 clusters Score: Raw -27514976.362287 + Penalty 2388.648306 = -27512587.713981 nChanged 11 SP:Iteration 220F (5445.626190 sec): 3 clusters Score: Raw -27514978.464205 + Penalty 2388.648306 = -27512589.815899 nChanged 13 SP:Iteration 221Q (5445.948294 sec): 3 clusters Score: Raw -27514981.036809 + Penalty 2388.648306 = -27512592.388503 nChanged 13 SP:Iteration 222Q (5446.241548 sec): 3 clusters Score: Raw -27514983.497619 + Penalty 2388.648306 = -27512594.849313 nChanged 19 SP:Iteration 223Q (5446.595493 sec): 3 clusters Score: Raw -27514986.288317 + Penalty 2388.648306 = -27512597.640011 nChanged 22 SP:Iteration 224Q (5446.945668 sec): 3 clusters Score: Raw -27514990.537853 + Penalty 2388.648306 = -27512601.889547 nChanged 21 SP:Iteration 225Q (5447.291242 sec): 3 clusters Score: Raw -27514995.951647 + Penalty 2388.648306 = -27512607.303341 nChanged 19 SP:Iteration 226Q (5447.610868 sec): 3 clusters Score: Raw -27514999.475402 + Penalty 2388.648306 = -27512610.827096 nChanged 16 SP:Iteration 227Q (5447.958338 sec): 3 clusters Score: Raw -27515002.641628 + Penalty 2388.648306 = -27512613.993322 nChanged 20 SP:Iteration 228Q (5448.274526 sec): 3 clusters Score: Raw -27515006.754624 + Penalty 2388.648306 = -27512618.106318 nChanged 23 SP:Iteration 229Q (5448.608527 sec): 3 clusters Score: Raw -27515011.443200 + Penalty 2388.648306 = -27512622.794894 nChanged 27 SP:Iteration 230Q (5448.949554 sec): 3 clusters Score: Raw -27515017.209499 + Penalty 2388.648306 = -27512628.561193 nChanged 22 SP:Iteration 231Q (5449.273866 sec): 3 clusters Score: Raw -27515021.724177 + Penalty 2388.648306 = -27512633.075870 nChanged 20 SP:Iteration 232Q (5449.593049 sec): 3 clusters Score: Raw -27515026.466942 + Penalty 2388.648306 = -27512637.818636 nChanged 25 SP:Iteration 233Q (5449.926965 sec): 3 clusters Score: Raw -27515032.182222 + Penalty 2388.648306 = -27512643.533915 nChanged 22 SP:Iteration 234Q (5450.257682 sec): 3 clusters Score: Raw -27515037.113673 + Penalty 2388.648306 = -27512648.465367 nChanged 20 SP:Iteration 235Q (5450.579620 sec): 3 clusters Score: Raw -27515040.941943 + Penalty 2388.648306 = -27512652.293637 nChanged 12 SP:Iteration 236Q (5450.920663 sec): 3 clusters Score: Raw -27515043.609458 + Penalty 2388.648306 = -27512654.961152 nChanged 12 SP:Iteration 237Q (5451.239341 sec): 3 clusters Score: Raw -27515045.797864 + Penalty 2388.648306 = -27512657.149557 nChanged 8 SP:Iteration 238Q (5451.561568 sec): 3 clusters Score: Raw -27515047.305574 + Penalty 2388.648306 = -27512658.657268 nChanged 16 SP:Iteration 239Q (5451.876829 sec): 3 clusters Score: Raw -27515049.981765 + Penalty 2388.648306 = -27512661.333459 nChanged 14 SP:Iteration 240F (5452.258179 sec): 3 clusters Score: Raw -27515052.475144 + Penalty 2388.648306 = -27512663.826838 nChanged 9 SP:Iteration 241Q (5452.569034 sec): 3 clusters Score: Raw -27515054.604965 + Penalty 2388.648306 = -27512665.956659 nChanged 9 SP:Iteration 242Q (5452.912325 sec): 3 clusters Score: Raw -27515055.827873 + Penalty 2388.648306 = -27512667.179567 nChanged 5 SP:Iteration 243Q (5453.240242 sec): 3 clusters Score: Raw -27515056.595248 + Penalty 2388.648306 = -27512667.946942 nChanged 1 SP:Iteration 244Q (5453.574755 sec): 3 clusters Score: Raw -27515056.727316 + Penalty 2388.648306 = -27512668.079010 nChanged 0 SP:Iteration 245F (5453.974027 sec): 3 clusters Score: Raw -27515056.727316 + Penalty 2388.648306 = -27512668.079010 nChanged 0 Trying to split cluster 35 (2671 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5454.024770 sec): 2 clusters Score: Raw -212834.232019 + Penalty 749.569780 = -212084.662239 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5454.060925 sec): 3 clusters Score: Raw -211484.584485 + Penalty 1499.139560 = -209985.444925 nChanged 1130 SP:Iteration 1F (5454.112202 sec): 3 clusters Score: Raw -212229.976693 + Penalty 1499.139560 = -210730.837132 nChanged 229 SP:Iteration 2F (5454.154358 sec): 3 clusters Score: Raw -212385.175950 + Penalty 1499.139560 = -210886.036390 nChanged 178 SP:Iteration 3F (5454.207594 sec): 3 clusters Score: Raw -212516.634510 + Penalty 1499.139560 = -211017.494949 nChanged 130 SP:Iteration 4Q (5454.261920 sec): 3 clusters Score: Raw -212598.317709 + Penalty 1499.139560 = -211099.178148 nChanged 123 SP:Iteration 5Q (5454.305270 sec): 3 clusters Score: Raw -212675.130690 + Penalty 1499.139560 = -211175.991130 nChanged 109 SP:Iteration 6Q (5454.356837 sec): 3 clusters Score: Raw -212743.187382 + Penalty 1499.139560 = -211244.047822 nChanged 108 SP:Iteration 7Q (5454.402858 sec): 3 clusters Score: Raw -212802.966204 + Penalty 1499.139560 = -211303.826643 nChanged 98 SP:Iteration 8Q (5454.448333 sec): 3 clusters Score: Raw -212874.966947 + Penalty 1499.139560 = -211375.827387 nChanged 100 SP:Iteration 9Q (5454.486279 sec): 3 clusters Score: Raw -212956.030203 + Penalty 1499.139560 = -211456.890642 nChanged 108 SP:Iteration 10Q (5454.532386 sec): 3 clusters Score: Raw -213026.837712 + Penalty 1499.139560 = -211527.698152 nChanged 94 SP:Iteration 11Q (5454.573696 sec): 3 clusters Score: Raw -213086.704155 + Penalty 1499.139560 = -211587.564595 nChanged 70 SP:Iteration 12Q (5454.624512 sec): 3 clusters Score: Raw -213136.019961 + Penalty 1499.139560 = -211636.880400 nChanged 61 SP:Iteration 13Q (5454.672185 sec): 3 clusters Score: Raw -213172.971677 + Penalty 1499.139560 = -211673.832116 nChanged 62 SP:Iteration 14Q (5454.722946 sec): 3 clusters Score: Raw -213209.467820 + Penalty 1499.139560 = -211710.328259 nChanged 54 SP:Iteration 15Q (5454.761670 sec): 3 clusters Score: Raw -213236.293240 + Penalty 1499.139560 = -211737.153679 nChanged 42 SP:Iteration 16Q (5454.801330 sec): 3 clusters Score: Raw -213255.948383 + Penalty 1499.139560 = -211756.808823 nChanged 36 SP:Iteration 17Q (5454.861367 sec): 3 clusters Score: Raw -213272.435783 + Penalty 1499.139560 = -211773.296222 nChanged 30 SP:Iteration 18Q (5454.908025 sec): 3 clusters Score: Raw -213289.438837 + Penalty 1499.139560 = -211790.299277 nChanged 32 SP:Iteration 19Q (5454.958514 sec): 3 clusters Score: Raw -213309.455942 + Penalty 1499.139560 = -211810.316382 nChanged 28 SP:Iteration 20F (5455.010582 sec): 3 clusters Score: Raw -213323.699608 + Penalty 1499.139560 = -211824.560047 nChanged 22 SP:Iteration 21Q (5455.064135 sec): 3 clusters Score: Raw -213337.008641 + Penalty 1499.139560 = -211837.869081 nChanged 28 SP:Iteration 22Q (5455.117901 sec): 3 clusters Score: Raw -213354.110132 + Penalty 1499.139560 = -211854.970572 nChanged 21 SP:Iteration 23Q (5455.168116 sec): 3 clusters Score: Raw -213366.225297 + Penalty 1499.139560 = -211867.085736 nChanged 15 SP:Iteration 24Q (5455.209517 sec): 3 clusters Score: Raw -213373.520267 + Penalty 1499.139560 = -211874.380707 nChanged 19 SP:Iteration 25Q (5455.251346 sec): 3 clusters Score: Raw -213382.012454 + Penalty 1499.139560 = -211882.872894 nChanged 15 SP:Iteration 26Q (5455.300783 sec): 3 clusters Score: Raw -213389.422524 + Penalty 1499.139560 = -211890.282964 nChanged 11 SP:Iteration 27Q (5455.360498 sec): 3 clusters Score: Raw -213392.454847 + Penalty 1499.139560 = -211893.315287 nChanged 10 SP:Iteration 28Q (5455.405857 sec): 3 clusters Score: Raw -213397.487662 + Penalty 1499.139560 = -211898.348101 nChanged 9 SP:Iteration 29Q (5455.456197 sec): 3 clusters Score: Raw -213400.369579 + Penalty 1499.139560 = -211901.230019 nChanged 7 SP:Iteration 30Q (5455.496170 sec): 3 clusters Score: Raw -213402.243234 + Penalty 1499.139560 = -211903.103674 nChanged 3 SP:Iteration 31Q (5455.542459 sec): 3 clusters Score: Raw -213403.548613 + Penalty 1499.139560 = -211904.409052 nChanged 3 SP:Iteration 32Q (5455.588042 sec): 3 clusters Score: Raw -213404.903981 + Penalty 1499.139560 = -211905.764420 nChanged 6 SP:Iteration 33Q (5455.637012 sec): 3 clusters Score: Raw -213406.847776 + Penalty 1499.139560 = -211907.708216 nChanged 6 SP:Iteration 34Q (5455.688056 sec): 3 clusters Score: Raw -213408.866656 + Penalty 1499.139560 = -211909.727096 nChanged 6 SP:Iteration 35Q (5455.734719 sec): 3 clusters Score: Raw -213410.672038 + Penalty 1499.139560 = -211911.532478 nChanged 5 SP:Iteration 36Q (5455.785236 sec): 3 clusters Score: Raw -213413.443050 + Penalty 1499.139560 = -211914.303489 nChanged 7 SP:Iteration 37Q (5455.836425 sec): 3 clusters Score: Raw -213415.178420 + Penalty 1499.139560 = -211916.038859 nChanged 3 SP:Iteration 38Q (5455.883884 sec): 3 clusters Score: Raw -213416.090489 + Penalty 1499.139560 = -211916.950929 nChanged 3 SP:Iteration 39Q (5455.930868 sec): 3 clusters Score: Raw -213418.196734 + Penalty 1499.139560 = -211919.057173 nChanged 8 SP:Iteration 40F (5455.980310 sec): 3 clusters Score: Raw -213422.842723 + Penalty 1499.139560 = -211923.703163 nChanged 11 SP:Iteration 41Q (5456.028396 sec): 3 clusters Score: Raw -213427.491440 + Penalty 1499.139560 = -211928.351879 nChanged 9 SP:Iteration 42Q (5456.068947 sec): 3 clusters Score: Raw -213431.152748 + Penalty 1499.139560 = -211932.013187 nChanged 11 SP:Iteration 43Q (5456.120316 sec): 3 clusters Score: Raw -213434.182498 + Penalty 1499.139560 = -211935.042937 nChanged 5 SP:Iteration 44Q (5456.163422 sec): 3 clusters Score: Raw -213436.137776 + Penalty 1499.139560 = -211936.998215 nChanged 10 SP:Iteration 45Q (5456.204912 sec): 3 clusters Score: Raw -213441.861029 + Penalty 1499.139560 = -211942.721468 nChanged 12 SP:Iteration 46Q (5456.255481 sec): 3 clusters Score: Raw -213446.313246 + Penalty 1499.139560 = -211947.173685 nChanged 12 SP:Iteration 47Q (5456.299330 sec): 3 clusters Score: Raw -213450.366686 + Penalty 1499.139560 = -211951.227125 nChanged 11 SP:Iteration 48Q (5456.347569 sec): 3 clusters Score: Raw -213453.586890 + Penalty 1499.139560 = -211954.447330 nChanged 6 SP:Iteration 49Q (5456.385867 sec): 3 clusters Score: Raw -213455.356481 + Penalty 1499.139560 = -211956.216920 nChanged 7 SP:Iteration 50Q (5456.431912 sec): 3 clusters Score: Raw -213457.641303 + Penalty 1499.139560 = -211958.501743 nChanged 7 SP:Iteration 51Q (5456.481462 sec): 3 clusters Score: Raw -213460.108583 + Penalty 1499.139560 = -211960.969023 nChanged 8 SP:Iteration 52Q (5456.531633 sec): 3 clusters Score: Raw -213462.742274 + Penalty 1499.139560 = -211963.602713 nChanged 8 SP:Iteration 53Q (5456.577818 sec): 3 clusters Score: Raw -213466.415374 + Penalty 1499.139560 = -211967.275814 nChanged 16 SP:Iteration 54Q (5456.629593 sec): 3 clusters Score: Raw -213474.517904 + Penalty 1499.139560 = -211975.378344 nChanged 13 SP:Iteration 55Q (5456.681439 sec): 3 clusters Score: Raw -213480.631391 + Penalty 1499.139560 = -211981.491831 nChanged 10 SP:Iteration 56Q (5456.733964 sec): 3 clusters Score: Raw -213485.929717 + Penalty 1499.139560 = -211986.790157 nChanged 8 SP:Iteration 57Q (5456.783179 sec): 3 clusters Score: Raw -213492.041797 + Penalty 1499.139560 = -211992.902237 nChanged 8 SP:Iteration 58Q (5456.835849 sec): 3 clusters Score: Raw -213495.360471 + Penalty 1499.139560 = -211996.220911 nChanged 5 SP:Iteration 59Q (5456.887169 sec): 3 clusters Score: Raw -213496.940679 + Penalty 1499.139560 = -211997.801119 nChanged 7 SP:Iteration 60F (5456.938942 sec): 3 clusters Score: Raw -213499.444293 + Penalty 1499.139560 = -212000.304733 nChanged 5 SP:Iteration 61Q (5456.985155 sec): 3 clusters Score: Raw -213501.202802 + Penalty 1499.139560 = -212002.063242 nChanged 8 SP:Iteration 62Q (5457.029074 sec): 3 clusters Score: Raw -213504.106944 + Penalty 1499.139560 = -212004.967384 nChanged 10 SP:Iteration 63Q (5457.080549 sec): 3 clusters Score: Raw -213509.265050 + Penalty 1499.139560 = -212010.125490 nChanged 14 SP:Iteration 64Q (5457.125806 sec): 3 clusters Score: Raw -213514.400772 + Penalty 1499.139560 = -212015.261211 nChanged 11 SP:Iteration 65Q (5457.177541 sec): 3 clusters Score: Raw -213521.266277 + Penalty 1499.139560 = -212022.126717 nChanged 11 SP:Iteration 66Q (5457.228842 sec): 3 clusters Score: Raw -213525.858347 + Penalty 1499.139560 = -212026.718787 nChanged 11 SP:Iteration 67Q (5457.278144 sec): 3 clusters Score: Raw -213530.959417 + Penalty 1499.139560 = -212031.819857 nChanged 6 SP:Iteration 68Q (5457.341185 sec): 3 clusters Score: Raw -213532.603245 + Penalty 1499.139560 = -212033.463684 nChanged 2 SP:Iteration 69Q (5457.390427 sec): 3 clusters Score: Raw -213532.886306 + Penalty 1499.139560 = -212033.746746 nChanged 2 SP:Iteration 70Q (5457.418653 sec): 3 clusters Score: Raw -213533.215134 + Penalty 1499.139560 = -212034.075573 nChanged 1 SP:Iteration 71Q (5457.452600 sec): 3 clusters Score: Raw -213533.608179 + Penalty 1499.139560 = -212034.468618 nChanged 1 SP:Iteration 72Q (5457.504178 sec): 3 clusters Score: Raw -213534.092152 + Penalty 1499.139560 = -212034.952591 nChanged 2 SP:Iteration 73Q (5457.551318 sec): 3 clusters Score: Raw -213535.011192 + Penalty 1499.139560 = -212035.871631 nChanged 0 SP:Iteration 74F (5457.590604 sec): 3 clusters Score: Raw -213535.011192 + Penalty 1499.139560 = -212035.871631 nChanged 0 Trying to split cluster 36 (1872 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5457.623800 sec): 2 clusters Score: Raw -164573.119461 + Penalty 715.802452 = -163857.317008 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5457.670582 sec): 3 clusters Score: Raw -163664.892442 + Penalty 1431.604905 = -162233.287537 nChanged 701 SP:Iteration 1F (5457.723445 sec): 3 clusters Score: Raw -164098.215076 + Penalty 1431.604905 = -162666.610171 nChanged 142 SP:Iteration 2F (5457.764634 sec): 3 clusters Score: Raw -164176.147346 + Penalty 1431.604905 = -162744.542441 nChanged 81 SP:Iteration 3Q (5457.817076 sec): 3 clusters Score: Raw -164216.504916 + Penalty 1431.604905 = -162784.900011 nChanged 59 SP:Iteration 4Q (5457.860445 sec): 3 clusters Score: Raw -164249.645039 + Penalty 1431.604905 = -162818.040134 nChanged 51 SP:Iteration 5Q (5457.910805 sec): 3 clusters Score: Raw -164279.733334 + Penalty 1431.604905 = -162848.128430 nChanged 53 SP:Iteration 6Q (5457.961142 sec): 3 clusters Score: Raw -164310.308298 + Penalty 1431.604905 = -162878.703393 nChanged 61 SP:Iteration 7Q (5458.011392 sec): 3 clusters Score: Raw -164342.502608 + Penalty 1431.604905 = -162910.897703 nChanged 51 SP:Iteration 8Q (5458.061862 sec): 3 clusters Score: Raw -164374.137494 + Penalty 1431.604905 = -162942.532589 nChanged 55 SP:Iteration 9Q (5458.112103 sec): 3 clusters Score: Raw -164401.899231 + Penalty 1431.604905 = -162970.294326 nChanged 40 SP:Iteration 10Q (5458.150281 sec): 3 clusters Score: Raw -164421.203621 + Penalty 1431.604905 = -162989.598716 nChanged 26 SP:Iteration 11Q (5458.200601 sec): 3 clusters Score: Raw -164430.435424 + Penalty 1431.604905 = -162998.830519 nChanged 31 SP:Iteration 12Q (5458.246275 sec): 3 clusters Score: Raw -164438.946765 + Penalty 1431.604905 = -163007.341860 nChanged 21 SP:Iteration 13Q (5458.296543 sec): 3 clusters Score: Raw -164444.999040 + Penalty 1431.604905 = -163013.394135 nChanged 12 SP:Iteration 14Q (5458.343184 sec): 3 clusters Score: Raw -164449.614106 + Penalty 1431.604905 = -163018.009201 nChanged 18 SP:Iteration 15Q (5458.393619 sec): 3 clusters Score: Raw -164456.004959 + Penalty 1431.604905 = -163024.400054 nChanged 17 SP:Iteration 16Q (5458.443883 sec): 3 clusters Score: Raw -164463.435081 + Penalty 1431.604905 = -163031.830176 nChanged 18 SP:Iteration 17Q (5458.494033 sec): 3 clusters Score: Raw -164470.592140 + Penalty 1431.604905 = -163038.987235 nChanged 14 SP:Iteration 18Q (5458.544211 sec): 3 clusters Score: Raw -164476.494957 + Penalty 1431.604905 = -163044.890053 nChanged 15 SP:Iteration 19Q (5458.594222 sec): 3 clusters Score: Raw -164481.980399 + Penalty 1431.604905 = -163050.375495 nChanged 15 SP:Iteration 20F (5458.644514 sec): 3 clusters Score: Raw -164488.032695 + Penalty 1431.604905 = -163056.427790 nChanged 23 SP:Iteration 21Q (5458.694869 sec): 3 clusters Score: Raw -164500.042683 + Penalty 1431.604905 = -163068.437778 nChanged 29 SP:Iteration 22Q (5458.738909 sec): 3 clusters Score: Raw -164514.494672 + Penalty 1431.604905 = -163082.889767 nChanged 32 SP:Iteration 23Q (5458.787437 sec): 3 clusters Score: Raw -164533.174150 + Penalty 1431.604905 = -163101.569245 nChanged 29 SP:Iteration 24Q (5458.830745 sec): 3 clusters Score: Raw -164547.426093 + Penalty 1431.604905 = -163115.821188 nChanged 26 SP:Iteration 25Q (5458.879153 sec): 3 clusters Score: Raw -164560.030831 + Penalty 1431.604905 = -163128.425927 nChanged 30 SP:Iteration 26Q (5458.919773 sec): 3 clusters Score: Raw -164574.248701 + Penalty 1431.604905 = -163142.643796 nChanged 18 SP:Iteration 27Q (5458.962342 sec): 3 clusters Score: Raw -164583.966310 + Penalty 1431.604905 = -163152.361405 nChanged 10 SP:Iteration 28Q (5459.012577 sec): 3 clusters Score: Raw -164588.055110 + Penalty 1431.604905 = -163156.450205 nChanged 9 SP:Iteration 29Q (5459.059064 sec): 3 clusters Score: Raw -164591.886005 + Penalty 1431.604905 = -163160.281100 nChanged 7 SP:Iteration 30Q (5459.100345 sec): 3 clusters Score: Raw -164593.513853 + Penalty 1431.604905 = -163161.908948 nChanged 5 SP:Iteration 31Q (5459.150628 sec): 3 clusters Score: Raw -164594.766553 + Penalty 1431.604905 = -163163.161648 nChanged 10 SP:Iteration 32Q (5459.200923 sec): 3 clusters Score: Raw -164597.588754 + Penalty 1431.604905 = -163165.983850 nChanged 11 SP:Iteration 33Q (5459.251107 sec): 3 clusters Score: Raw -164602.470840 + Penalty 1431.604905 = -163170.865935 nChanged 14 SP:Iteration 34Q (5459.301386 sec): 3 clusters Score: Raw -164608.167657 + Penalty 1431.604905 = -163176.562752 nChanged 11 SP:Iteration 35Q (5459.351585 sec): 3 clusters Score: Raw -164612.222784 + Penalty 1431.604905 = -163180.617879 nChanged 13 SP:Iteration 36Q (5459.393739 sec): 3 clusters Score: Raw -164617.356123 + Penalty 1431.604905 = -163185.751219 nChanged 14 SP:Iteration 37Q (5459.443998 sec): 3 clusters Score: Raw -164621.998444 + Penalty 1431.604905 = -163190.393539 nChanged 10 SP:Iteration 38Q (5459.489616 sec): 3 clusters Score: Raw -164627.033182 + Penalty 1431.604905 = -163195.428277 nChanged 6 SP:Iteration 39Q (5459.539803 sec): 3 clusters Score: Raw -164631.032949 + Penalty 1431.604905 = -163199.428044 nChanged 9 SP:Iteration 40F (5459.590163 sec): 3 clusters Score: Raw -164633.708732 + Penalty 1431.604905 = -163202.103828 nChanged 8 SP:Iteration 41Q (5459.640488 sec): 3 clusters Score: Raw -164636.817293 + Penalty 1431.604905 = -163205.212388 nChanged 10 SP:Iteration 42Q (5459.690701 sec): 3 clusters Score: Raw -164640.306953 + Penalty 1431.604905 = -163208.702048 nChanged 5 SP:Iteration 43Q (5459.736791 sec): 3 clusters Score: Raw -164641.355342 + Penalty 1431.604905 = -163209.750437 nChanged 4 SP:Iteration 44Q (5459.779175 sec): 3 clusters Score: Raw -164642.560354 + Penalty 1431.604905 = -163210.955449 nChanged 5 SP:Iteration 45Q (5459.816018 sec): 3 clusters Score: Raw -164644.368807 + Penalty 1431.604905 = -163212.763902 nChanged 9 SP:Iteration 46Q (5459.857898 sec): 3 clusters Score: Raw -164648.812540 + Penalty 1431.604905 = -163217.207635 nChanged 12 SP:Iteration 47Q (5459.908096 sec): 3 clusters Score: Raw -164654.737393 + Penalty 1431.604905 = -163223.132488 nChanged 7 SP:Iteration 48Q (5459.954639 sec): 3 clusters Score: Raw -164659.350103 + Penalty 1431.604905 = -163227.745198 nChanged 11 SP:Iteration 49Q (5460.004843 sec): 3 clusters Score: Raw -164664.839456 + Penalty 1431.604905 = -163233.234551 nChanged 8 SP:Iteration 50Q (5460.050572 sec): 3 clusters Score: Raw -164667.905009 + Penalty 1431.604905 = -163236.300105 nChanged 6 SP:Iteration 51Q (5460.100957 sec): 3 clusters Score: Raw -164671.184106 + Penalty 1431.604905 = -163239.579201 nChanged 7 SP:Iteration 52Q (5460.151373 sec): 3 clusters Score: Raw -164676.517664 + Penalty 1431.604905 = -163244.912759 nChanged 12 SP:Iteration 53Q (5460.193142 sec): 3 clusters Score: Raw -164684.800627 + Penalty 1431.604905 = -163253.195723 nChanged 8 SP:Iteration 54Q (5460.243570 sec): 3 clusters Score: Raw -164690.469610 + Penalty 1431.604905 = -163258.864705 nChanged 12 SP:Iteration 55Q (5460.289942 sec): 3 clusters Score: Raw -164697.491056 + Penalty 1431.604905 = -163265.886151 nChanged 11 SP:Iteration 56Q (5460.340361 sec): 3 clusters Score: Raw -164704.626004 + Penalty 1431.604905 = -163273.021099 nChanged 12 SP:Iteration 57Q (5460.397251 sec): 3 clusters Score: Raw -164711.749892 + Penalty 1431.604905 = -163280.144987 nChanged 9 SP:Iteration 58Q (5460.445041 sec): 3 clusters Score: Raw -164717.559312 + Penalty 1431.604905 = -163285.954408 nChanged 7 SP:Iteration 59Q (5460.492392 sec): 3 clusters Score: Raw -164721.690611 + Penalty 1431.604905 = -163290.085706 nChanged 6 SP:Iteration 60F (5460.537604 sec): 3 clusters Score: Raw -164725.754046 + Penalty 1431.604905 = -163294.149141 nChanged 6 SP:Iteration 61Q (5460.584368 sec): 3 clusters Score: Raw -164729.491186 + Penalty 1431.604905 = -163297.886281 nChanged 3 SP:Iteration 62Q (5460.633756 sec): 3 clusters Score: Raw -164730.955153 + Penalty 1431.604905 = -163299.350248 nChanged 0 SP:Iteration 63F (5460.679506 sec): 3 clusters Score: Raw -164730.955153 + Penalty 1431.604905 = -163299.350248 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5460.705187 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5460.755135 sec): 3 clusters Score: Raw -69111.487257 + Penalty 1239.476838 = -67872.010418 nChanged 216 SP:Iteration 1F (5460.804017 sec): 3 clusters Score: Raw -69284.845506 + Penalty 1239.476838 = -68045.368668 nChanged 45 SP:Iteration 2F (5460.849043 sec): 3 clusters Score: Raw -69333.802948 + Penalty 1239.476838 = -68094.326110 nChanged 26 SP:Iteration 3Q (5460.889940 sec): 3 clusters Score: Raw -69357.315520 + Penalty 1239.476838 = -68117.838682 nChanged 15 SP:Iteration 4Q (5460.938304 sec): 3 clusters Score: Raw -69375.243930 + Penalty 1239.476838 = -68135.767092 nChanged 11 SP:Iteration 5Q (5460.951433 sec): 3 clusters Score: Raw -69384.740393 + Penalty 1239.476838 = -68145.263555 nChanged 6 SP:Iteration 6Q (5460.954434 sec): 3 clusters Score: Raw -69390.174693 + Penalty 1239.476838 = -68150.697855 nChanged 3 SP:Iteration 7Q (5460.957412 sec): 3 clusters Score: Raw -69392.821615 + Penalty 1239.476838 = -68153.344777 nChanged 3 SP:Iteration 8Q (5460.960388 sec): 3 clusters Score: Raw -69393.976234 + Penalty 1239.476838 = -68154.499396 nChanged 1 SP:Iteration 9Q (5460.964081 sec): 3 clusters Score: Raw -69394.910510 + Penalty 1239.476838 = -68155.433672 nChanged 0 SP:Iteration 10F (5460.967029 sec): 3 clusters Score: Raw -69394.910510 + Penalty 1239.476838 = -68155.433672 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5460.983441 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5460.992933 sec): 3 clusters Score: Raw -223411.620144 + Penalty 1472.862013 = -221938.758131 nChanged 947 SP:Iteration 1F (5461.001579 sec): 3 clusters Score: Raw -223917.538971 + Penalty 1472.862013 = -222444.676958 nChanged 197 SP:Iteration 2F (5461.010235 sec): 3 clusters Score: Raw -224054.458451 + Penalty 1472.862013 = -222581.596438 nChanged 154 SP:Iteration 3F (5461.018849 sec): 3 clusters Score: Raw -224159.787565 + Penalty 1472.862013 = -222686.925552 nChanged 114 SP:Iteration 4Q (5461.027455 sec): 3 clusters Score: Raw -224241.220960 + Penalty 1472.862013 = -222768.358947 nChanged 97 SP:Iteration 5Q (5461.036053 sec): 3 clusters Score: Raw -224313.265604 + Penalty 1472.862013 = -222840.403590 nChanged 106 SP:Iteration 6Q (5461.044602 sec): 3 clusters Score: Raw -224381.356788 + Penalty 1472.862013 = -222908.494775 nChanged 86 SP:Iteration 7Q (5461.053105 sec): 3 clusters Score: Raw -224432.582677 + Penalty 1472.862013 = -222959.720664 nChanged 64 SP:Iteration 8Q (5461.061677 sec): 3 clusters Score: Raw -224476.014369 + Penalty 1472.862013 = -223003.152356 nChanged 58 SP:Iteration 9Q (5461.082074 sec): 3 clusters Score: Raw -224506.648561 + Penalty 1472.862013 = -223033.786548 nChanged 40 SP:Iteration 10Q (5461.085452 sec): 3 clusters Score: Raw -224524.136641 + Penalty 1472.862013 = -223051.274628 nChanged 36 SP:Iteration 11Q (5461.094157 sec): 3 clusters Score: Raw -224541.660771 + Penalty 1472.862013 = -223068.798758 nChanged 30 SP:Iteration 12Q (5461.102705 sec): 3 clusters Score: Raw -224555.734872 + Penalty 1472.862013 = -223082.872859 nChanged 35 SP:Iteration 13Q (5461.111189 sec): 3 clusters Score: Raw -224576.297870 + Penalty 1472.862013 = -223103.435857 nChanged 32 SP:Iteration 14Q (5461.119720 sec): 3 clusters Score: Raw -224593.150607 + Penalty 1472.862013 = -223120.288593 nChanged 29 SP:Iteration 15Q (5461.128285 sec): 3 clusters Score: Raw -224608.853868 + Penalty 1472.862013 = -223135.991855 nChanged 32 SP:Iteration 16Q (5461.136728 sec): 3 clusters Score: Raw -224625.705046 + Penalty 1472.862013 = -223152.843033 nChanged 21 SP:Iteration 17Q (5461.145257 sec): 3 clusters Score: Raw -224633.029328 + Penalty 1472.862013 = -223160.167314 nChanged 12 SP:Iteration 18Q (5461.153647 sec): 3 clusters Score: Raw -224637.452694 + Penalty 1472.862013 = -223164.590680 nChanged 10 SP:Iteration 19Q (5461.162133 sec): 3 clusters Score: Raw -224640.708388 + Penalty 1472.862013 = -223167.846375 nChanged 13 SP:Iteration 20F (5461.170684 sec): 3 clusters Score: Raw -224643.181947 + Penalty 1472.862013 = -223170.319934 nChanged 8 SP:Iteration 21Q (5461.175102 sec): 3 clusters Score: Raw -224645.560771 + Penalty 1472.862013 = -223172.698758 nChanged 7 SP:Iteration 22Q (5461.183720 sec): 3 clusters Score: Raw -224647.991878 + Penalty 1472.862013 = -223175.129865 nChanged 8 SP:Iteration 23Q (5461.192241 sec): 3 clusters Score: Raw -224650.459849 + Penalty 1472.862013 = -223177.597835 nChanged 7 SP:Iteration 24Q (5461.200727 sec): 3 clusters Score: Raw -224652.697911 + Penalty 1472.862013 = -223179.835897 nChanged 5 SP:Iteration 25Q (5461.209122 sec): 3 clusters Score: Raw -224654.259563 + Penalty 1472.862013 = -223181.397550 nChanged 6 SP:Iteration 26Q (5461.217510 sec): 3 clusters Score: Raw -224656.364526 + Penalty 1472.862013 = -223183.502512 nChanged 5 SP:Iteration 27Q (5461.225956 sec): 3 clusters Score: Raw -224657.933116 + Penalty 1472.862013 = -223185.071103 nChanged 7 SP:Iteration 28Q (5461.234435 sec): 3 clusters Score: Raw -224660.256008 + Penalty 1472.862013 = -223187.393995 nChanged 10 SP:Iteration 29Q (5461.242819 sec): 3 clusters Score: Raw -224663.406010 + Penalty 1472.862013 = -223190.543996 nChanged 12 SP:Iteration 30Q (5461.252865 sec): 3 clusters Score: Raw -224666.452242 + Penalty 1472.862013 = -223193.590228 nChanged 8 SP:Iteration 31Q (5461.299082 sec): 3 clusters Score: Raw -224669.486135 + Penalty 1472.862013 = -223196.624122 nChanged 9 SP:Iteration 32Q (5461.355616 sec): 3 clusters Score: Raw -224674.523200 + Penalty 1472.862013 = -223201.661187 nChanged 13 SP:Iteration 33Q (5461.399760 sec): 3 clusters Score: Raw -224678.683655 + Penalty 1472.862013 = -223205.821641 nChanged 6 SP:Iteration 34Q (5461.446525 sec): 3 clusters Score: Raw -224680.628911 + Penalty 1472.862013 = -223207.766897 nChanged 9 SP:Iteration 35Q (5461.483330 sec): 3 clusters Score: Raw -224683.334957 + Penalty 1472.862013 = -223210.472943 nChanged 8 SP:Iteration 36Q (5461.536980 sec): 3 clusters Score: Raw -224686.352346 + Penalty 1472.862013 = -223213.490332 nChanged 8 SP:Iteration 37Q (5461.586940 sec): 3 clusters Score: Raw -224688.910489 + Penalty 1472.862013 = -223216.048476 nChanged 4 SP:Iteration 38Q (5461.625756 sec): 3 clusters Score: Raw -224690.110879 + Penalty 1472.862013 = -223217.248866 nChanged 4 SP:Iteration 39Q (5461.675965 sec): 3 clusters Score: Raw -224691.076370 + Penalty 1472.862013 = -223218.214356 nChanged 2 SP:Iteration 40F (5461.726256 sec): 3 clusters Score: Raw -224691.852434 + Penalty 1472.862013 = -223218.990421 nChanged 4 SP:Iteration 41Q (5461.772868 sec): 3 clusters Score: Raw -224693.802517 + Penalty 1472.862013 = -223220.940504 nChanged 7 SP:Iteration 42Q (5461.821330 sec): 3 clusters Score: Raw -224696.482940 + Penalty 1472.862013 = -223223.620927 nChanged 4 SP:Iteration 43Q (5461.872157 sec): 3 clusters Score: Raw -224697.827072 + Penalty 1472.862013 = -223224.965058 nChanged 9 SP:Iteration 44Q (5461.921167 sec): 3 clusters Score: Raw -224700.263736 + Penalty 1472.862013 = -223227.401723 nChanged 6 SP:Iteration 45Q (5461.977722 sec): 3 clusters Score: Raw -224700.916890 + Penalty 1472.862013 = -223228.054877 nChanged 3 SP:Iteration 46Q (5462.021606 sec): 3 clusters Score: Raw -224701.893431 + Penalty 1472.862013 = -223229.031418 nChanged 5 SP:Iteration 47Q (5462.066939 sec): 3 clusters Score: Raw -224703.122815 + Penalty 1472.862013 = -223230.260802 nChanged 5 SP:Iteration 48Q (5462.105415 sec): 3 clusters Score: Raw -224704.333962 + Penalty 1472.862013 = -223231.471949 nChanged 2 SP:Iteration 49Q (5462.144830 sec): 3 clusters Score: Raw -224705.082402 + Penalty 1472.862013 = -223232.220389 nChanged 5 SP:Iteration 50Q (5462.192996 sec): 3 clusters Score: Raw -224706.041256 + Penalty 1472.862013 = -223233.179243 nChanged 2 SP:Iteration 51Q (5462.224774 sec): 3 clusters Score: Raw -224706.544308 + Penalty 1472.862013 = -223233.682295 nChanged 2 SP:Iteration 52Q (5462.276818 sec): 3 clusters Score: Raw -224707.393255 + Penalty 1472.862013 = -223234.531241 nChanged 3 SP:Iteration 53Q (5462.317362 sec): 3 clusters Score: Raw -224708.214046 + Penalty 1472.862013 = -223235.352033 nChanged 2 SP:Iteration 54Q (5462.357726 sec): 3 clusters Score: Raw -224708.760767 + Penalty 1472.862013 = -223235.898754 nChanged 0 SP:Iteration 55F (5462.406327 sec): 3 clusters Score: Raw -224708.760767 + Penalty 1472.862013 = -223235.898754 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5462.449211 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5462.510737 sec): 3 clusters Score: Raw -975203.571134 + Penalty 1754.303745 = -973449.267389 nChanged 4537 SP:Iteration 1F (5462.560955 sec): 3 clusters Score: Raw -977780.793224 + Penalty 1754.303745 = -976026.489479 nChanged 649 SP:Iteration 2F (5462.615694 sec): 3 clusters Score: Raw -978090.071793 + Penalty 1754.303745 = -976335.768048 nChanged 626 SP:Iteration 3F (5462.679769 sec): 3 clusters Score: Raw -978414.001988 + Penalty 1754.303745 = -976659.698243 nChanged 632 SP:Iteration 4F (5462.730346 sec): 3 clusters Score: Raw -978758.520272 + Penalty 1754.303745 = -977004.216527 nChanged 586 SP:Iteration 5F (5462.794075 sec): 3 clusters Score: Raw -979095.453495 + Penalty 1754.303745 = -977341.149750 nChanged 537 SP:Iteration 6F (5462.845464 sec): 3 clusters Score: Raw -979410.726070 + Penalty 1754.303745 = -977656.422325 nChanged 496 SP:Iteration 7Q (5462.900810 sec): 3 clusters Score: Raw -979713.119421 + Penalty 1754.303745 = -977958.815675 nChanged 478 SP:Iteration 8Q (5462.961120 sec): 3 clusters Score: Raw -980021.869668 + Penalty 1754.303745 = -978267.565923 nChanged 413 SP:Iteration 9Q (5463.018534 sec): 3 clusters Score: Raw -980295.495211 + Penalty 1754.303745 = -978541.191465 nChanged 380 SP:Iteration 10Q (5463.082508 sec): 3 clusters Score: Raw -980570.536845 + Penalty 1754.303745 = -978816.233099 nChanged 315 SP:Iteration 11Q (5463.132247 sec): 3 clusters Score: Raw -980830.323079 + Penalty 1754.303745 = -979076.019334 nChanged 239 SP:Iteration 12Q (5463.192645 sec): 3 clusters Score: Raw -981026.354762 + Penalty 1754.303745 = -979272.051017 nChanged 161 SP:Iteration 13Q (5463.248157 sec): 3 clusters Score: Raw -981162.995101 + Penalty 1754.303745 = -979408.691356 nChanged 107 SP:Iteration 14Q (5463.306717 sec): 3 clusters Score: Raw -981276.083195 + Penalty 1754.303745 = -979521.779450 nChanged 55 SP:Iteration 15Q (5463.361371 sec): 3 clusters Score: Raw -981341.429571 + Penalty 1754.303745 = -979587.125825 nChanged 37 SP:Iteration 16Q (5463.421844 sec): 3 clusters Score: Raw -981375.510457 + Penalty 1754.303745 = -979621.206712 nChanged 18 SP:Iteration 17Q (5463.464080 sec): 3 clusters Score: Raw -981396.436155 + Penalty 1754.303745 = -979642.132410 nChanged 10 SP:Iteration 18Q (5463.523516 sec): 3 clusters Score: Raw -981407.972700 + Penalty 1754.303745 = -979653.668955 nChanged 5 SP:Iteration 19Q (5463.587695 sec): 3 clusters Score: Raw -981414.573716 + Penalty 1754.303745 = -979660.269971 nChanged 5 SP:Iteration 20F (5463.637443 sec): 3 clusters Score: Raw -981419.706333 + Penalty 1754.303745 = -979665.402588 nChanged 1 SP:Iteration 21Q (5463.695424 sec): 3 clusters Score: Raw -981420.419815 + Penalty 1754.303745 = -979666.116070 nChanged 0 SP:Iteration 22F (5463.755297 sec): 3 clusters Score: Raw -981420.419815 + Penalty 1754.303745 = -979666.116070 nChanged 0 Trying to split cluster 40 (4161 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5463.784241 sec): 2 clusters Score: Raw -399733.804277 + Penalty 791.683517 = -398942.120759 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5463.838331 sec): 3 clusters Score: Raw -397487.983742 + Penalty 1583.367035 = -395904.616707 nChanged 1727 SP:Iteration 1F (5463.902617 sec): 3 clusters Score: Raw -398490.823017 + Penalty 1583.367035 = -396907.455982 nChanged 344 SP:Iteration 2F (5463.953483 sec): 3 clusters Score: Raw -398690.562657 + Penalty 1583.367035 = -397107.195622 nChanged 259 SP:Iteration 3F (5464.001115 sec): 3 clusters Score: Raw -398843.670048 + Penalty 1583.367035 = -397260.303013 nChanged 223 SP:Iteration 4F (5464.054357 sec): 3 clusters Score: Raw -398964.405299 + Penalty 1583.367035 = -397381.038264 nChanged 193 SP:Iteration 5Q (5464.092859 sec): 3 clusters Score: Raw -399089.463600 + Penalty 1583.367035 = -397506.096565 nChanged 204 SP:Iteration 6Q (5464.142481 sec): 3 clusters Score: Raw -399217.976573 + Penalty 1583.367035 = -397634.609539 nChanged 172 SP:Iteration 7Q (5464.204902 sec): 3 clusters Score: Raw -399342.081984 + Penalty 1583.367035 = -397758.714950 nChanged 163 SP:Iteration 8Q (5464.255573 sec): 3 clusters Score: Raw -399447.960381 + Penalty 1583.367035 = -397864.593346 nChanged 134 SP:Iteration 9Q (5464.310336 sec): 3 clusters Score: Raw -399544.325220 + Penalty 1583.367035 = -397960.958186 nChanged 110 SP:Iteration 10Q (5464.349184 sec): 3 clusters Score: Raw -399620.445443 + Penalty 1583.367035 = -398037.078408 nChanged 83 SP:Iteration 11Q (5464.394701 sec): 3 clusters Score: Raw -399662.951390 + Penalty 1583.367035 = -398079.584356 nChanged 60 SP:Iteration 12Q (5464.441671 sec): 3 clusters Score: Raw -399691.932330 + Penalty 1583.367035 = -398108.565295 nChanged 41 SP:Iteration 13Q (5464.468772 sec): 3 clusters Score: Raw -399710.597759 + Penalty 1583.367035 = -398127.230725 nChanged 32 SP:Iteration 14Q (5464.483536 sec): 3 clusters Score: Raw -399724.008286 + Penalty 1583.367035 = -398140.641251 nChanged 32 SP:Iteration 15Q (5464.498259 sec): 3 clusters Score: Raw -399736.251133 + Penalty 1583.367035 = -398152.884098 nChanged 31 SP:Iteration 16Q (5464.512892 sec): 3 clusters Score: Raw -399744.784648 + Penalty 1583.367035 = -398161.417613 nChanged 22 SP:Iteration 17Q (5464.527592 sec): 3 clusters Score: Raw -399750.011110 + Penalty 1583.367035 = -398166.644075 nChanged 18 SP:Iteration 18Q (5464.542170 sec): 3 clusters Score: Raw -399755.580192 + Penalty 1583.367035 = -398172.213157 nChanged 14 SP:Iteration 19Q (5464.556439 sec): 3 clusters Score: Raw -399758.832569 + Penalty 1583.367035 = -398175.465535 nChanged 9 SP:Iteration 20F (5464.600291 sec): 3 clusters Score: Raw -399761.280325 + Penalty 1583.367035 = -398177.913291 nChanged 13 SP:Iteration 21Q (5464.659926 sec): 3 clusters Score: Raw -399764.824635 + Penalty 1583.367035 = -398181.457600 nChanged 9 SP:Iteration 22Q (5464.714041 sec): 3 clusters Score: Raw -399767.833852 + Penalty 1583.367035 = -398184.466817 nChanged 11 SP:Iteration 23Q (5464.759001 sec): 3 clusters Score: Raw -399771.791697 + Penalty 1583.367035 = -398188.424662 nChanged 13 SP:Iteration 24Q (5464.777419 sec): 3 clusters Score: Raw -399775.610481 + Penalty 1583.367035 = -398192.243447 nChanged 13 SP:Iteration 25Q (5464.792174 sec): 3 clusters Score: Raw -399779.631957 + Penalty 1583.367035 = -398196.264923 nChanged 12 SP:Iteration 26Q (5464.806761 sec): 3 clusters Score: Raw -399785.107271 + Penalty 1583.367035 = -398201.740237 nChanged 9 SP:Iteration 27Q (5464.821141 sec): 3 clusters Score: Raw -399788.070921 + Penalty 1583.367035 = -398204.703886 nChanged 8 SP:Iteration 28Q (5464.835674 sec): 3 clusters Score: Raw -399790.085375 + Penalty 1583.367035 = -398206.718341 nChanged 8 SP:Iteration 29Q (5464.850230 sec): 3 clusters Score: Raw -399791.823265 + Penalty 1583.367035 = -398208.456230 nChanged 5 SP:Iteration 30Q (5464.864746 sec): 3 clusters Score: Raw -399793.090190 + Penalty 1583.367035 = -398209.723155 nChanged 1 SP:Iteration 31Q (5464.919130 sec): 3 clusters Score: Raw -399793.197343 + Penalty 1583.367035 = -398209.830308 nChanged 0 SP:Iteration 32F (5464.975214 sec): 3 clusters Score: Raw -399793.197343 + Penalty 1583.367035 = -398209.830308 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5465.008271 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5465.055566 sec): 3 clusters Score: Raw -668113.331767 + Penalty 1684.516494 = -666428.815273 nChanged 3078 SP:Iteration 1F (5465.123703 sec): 3 clusters Score: Raw -669775.979730 + Penalty 1684.516494 = -668091.463236 nChanged 399 SP:Iteration 2F (5465.173233 sec): 3 clusters Score: Raw -669958.726071 + Penalty 1684.516494 = -668274.209577 nChanged 406 SP:Iteration 3F (5465.226744 sec): 3 clusters Score: Raw -670149.123891 + Penalty 1684.516494 = -668464.607397 nChanged 400 SP:Iteration 4F (5465.278835 sec): 3 clusters Score: Raw -670374.408470 + Penalty 1684.516494 = -668689.891976 nChanged 436 SP:Iteration 5F (5465.326770 sec): 3 clusters Score: Raw -670638.900146 + Penalty 1684.516494 = -668954.383652 nChanged 457 SP:Iteration 6F (5465.377263 sec): 3 clusters Score: Raw -670962.549353 + Penalty 1684.516494 = -669278.032859 nChanged 434 SP:Iteration 7F (5465.431511 sec): 3 clusters Score: Raw -671279.162433 + Penalty 1684.516494 = -669594.645939 nChanged 408 SP:Iteration 8F (5465.485757 sec): 3 clusters Score: Raw -671594.178426 + Penalty 1684.516494 = -669909.661932 nChanged 292 SP:Iteration 9Q (5465.539165 sec): 3 clusters Score: Raw -671840.662144 + Penalty 1684.516494 = -670156.145650 nChanged 231 SP:Iteration 10Q (5465.600429 sec): 3 clusters Score: Raw -672066.871151 + Penalty 1684.516494 = -670382.354657 nChanged 142 SP:Iteration 11Q (5465.646988 sec): 3 clusters Score: Raw -672214.166731 + Penalty 1684.516494 = -670529.650236 nChanged 80 SP:Iteration 12Q (5465.713721 sec): 3 clusters Score: Raw -672299.826798 + Penalty 1684.516494 = -670615.310304 nChanged 42 SP:Iteration 13Q (5465.763486 sec): 3 clusters Score: Raw -672349.141812 + Penalty 1684.516494 = -670664.625318 nChanged 35 SP:Iteration 14Q (5465.808228 sec): 3 clusters Score: Raw -672389.504292 + Penalty 1684.516494 = -670704.987798 nChanged 24 SP:Iteration 15Q (5465.874204 sec): 3 clusters Score: Raw -672410.894348 + Penalty 1684.516494 = -670726.377854 nChanged 17 SP:Iteration 16Q (5465.915158 sec): 3 clusters Score: Raw -672429.738790 + Penalty 1684.516494 = -670745.222296 nChanged 9 SP:Iteration 17Q (5465.968761 sec): 3 clusters Score: Raw -672441.666804 + Penalty 1684.516494 = -670757.150310 nChanged 7 SP:Iteration 18Q (5466.022774 sec): 3 clusters Score: Raw -672448.057649 + Penalty 1684.516494 = -670763.541154 nChanged 10 SP:Iteration 19Q (5466.085664 sec): 3 clusters Score: Raw -672456.168130 + Penalty 1684.516494 = -670771.651636 nChanged 11 SP:Iteration 20F (5466.131725 sec): 3 clusters Score: Raw -672466.104784 + Penalty 1684.516494 = -670781.588290 nChanged 12 SP:Iteration 21Q (5466.186176 sec): 3 clusters Score: Raw -672481.984096 + Penalty 1684.516494 = -670797.467601 nChanged 10 SP:Iteration 22Q (5466.241090 sec): 3 clusters Score: Raw -672491.190307 + Penalty 1684.516494 = -670806.673813 nChanged 7 SP:Iteration 23Q (5466.295678 sec): 3 clusters Score: Raw -672496.800106 + Penalty 1684.516494 = -670812.283612 nChanged 7 SP:Iteration 24Q (5466.351489 sec): 3 clusters Score: Raw -672501.315957 + Penalty 1684.516494 = -670816.799463 nChanged 3 SP:Iteration 25Q (5466.406221 sec): 3 clusters Score: Raw -672503.253837 + Penalty 1684.516494 = -670818.737343 nChanged 3 SP:Iteration 26Q (5466.464606 sec): 3 clusters Score: Raw -672505.400580 + Penalty 1684.516494 = -670820.884085 nChanged 6 SP:Iteration 27Q (5466.516809 sec): 3 clusters Score: Raw -672507.575590 + Penalty 1684.516494 = -670823.059096 nChanged 1 SP:Iteration 28Q (5466.570344 sec): 3 clusters Score: Raw -672507.968239 + Penalty 1684.516494 = -670823.451745 nChanged 2 SP:Iteration 29Q (5466.624515 sec): 3 clusters Score: Raw -672509.069764 + Penalty 1684.516494 = -670824.553269 nChanged 0 SP:Iteration 30F (5466.671267 sec): 3 clusters Score: Raw -672509.069764 + Penalty 1684.516494 = -670824.553269 nChanged 0 Iteration 379Q (5475.757844 sec): 42 clusters Score: Raw -89568719.176248 + Penalty 53737.232514 = -89514981.943734 nChanged 43 Iteration 380F (5495.275193 sec): 42 clusters Score: Raw -89568719.718878 + Penalty 53737.232514 = -89514982.486364 nChanged 40 Iteration 381Q (5504.757556 sec): 42 clusters Score: Raw -89568720.229202 + Penalty 53737.232514 = -89514982.996688 nChanged 39 Iteration 382Q (5513.968625 sec): 42 clusters Score: Raw -89568720.641977 + Penalty 53737.232514 = -89514983.409463 nChanged 42 Iteration 383Q (5523.045407 sec): 42 clusters Score: Raw -89568721.210365 + Penalty 53737.232514 = -89514983.977851 nChanged 57 Iteration 384Q (5532.640235 sec): 42 clusters Score: Raw -89568721.826572 + Penalty 53737.232514 = -89514984.594058 nChanged 56 Iteration 385Q (5542.229169 sec): 42 clusters Score: Raw -89568722.839737 + Penalty 53737.232514 = -89514985.607223 nChanged 47 Iteration 386Q (5551.910779 sec): 42 clusters Score: Raw -89568723.506213 + Penalty 53737.232514 = -89514986.273699 nChanged 44 Iteration 387Q (5561.315560 sec): 42 clusters Score: Raw -89568724.055012 + Penalty 53737.232514 = -89514986.822498 nChanged 51 Iteration 388Q (5570.407192 sec): 42 clusters Score: Raw -89568724.595341 + Penalty 53737.232514 = -89514987.362827 nChanged 49 Iteration 389Q (5579.475173 sec): 42 clusters Score: Raw -89568725.264522 + Penalty 53737.232514 = -89514988.032008 nChanged 64 Iteration 390Q (5589.014746 sec): 42 clusters Score: Raw -89568726.204827 + Penalty 53737.232514 = -89514988.972313 nChanged 61 Iteration 391Q (5598.428779 sec): 42 clusters Score: Raw -89568726.793523 + Penalty 53737.232514 = -89514989.561009 nChanged 49 Iteration 392Q (5607.248258 sec): 42 clusters Score: Raw -89568727.803631 + Penalty 53737.232514 = -89514990.571117 nChanged 39 Iteration 393Q (5616.702112 sec): 42 clusters Score: Raw -89568728.445457 + Penalty 53737.232514 = -89514991.212943 nChanged 36 Iteration 394Q (5626.113980 sec): 42 clusters Score: Raw -89568729.292852 + Penalty 53737.232514 = -89514992.060338 nChanged 40 Iteration 395Q (5635.277788 sec): 42 clusters Score: Raw -89568729.551502 + Penalty 53737.232514 = -89514992.318989 nChanged 32 Iteration 396Q (5644.411208 sec): 42 clusters Score: Raw -89568729.802503 + Penalty 53737.232514 = -89514992.569989 nChanged 25 Iteration 397Q (5653.651494 sec): 42 clusters Score: Raw -89568730.066656 + Penalty 53737.232514 = -89514992.834142 nChanged 18 Iteration 398Q (5663.071736 sec): 42 clusters Score: Raw -89568730.227575 + Penalty 53737.232514 = -89514992.995061 nChanged 23 Iteration 399Q (5672.737539 sec): 42 clusters Score: Raw -89568730.392294 + Penalty 53737.232514 = -89514993.159780 nChanged 24 Iteration 400F (5692.181236 sec): 42 clusters Score: Raw -89568730.526761 + Penalty 53737.232514 = -89514993.294247 nChanged 19 Iteration 401Q (5701.810234 sec): 42 clusters Score: Raw -89568730.656353 + Penalty 53737.232514 = -89514993.423839 nChanged 16 Iteration 402Q (5711.360338 sec): 42 clusters Score: Raw -89568730.859203 + Penalty 53737.232514 = -89514993.626689 nChanged 19 Iteration 403Q (5720.755576 sec): 42 clusters Score: Raw -89568731.154516 + Penalty 53737.232514 = -89514993.922002 nChanged 25 Iteration 404Q (5729.875172 sec): 42 clusters Score: Raw -89568731.450779 + Penalty 53737.232514 = -89514994.218265 nChanged 34 Iteration 405Q (5739.009331 sec): 42 clusters Score: Raw -89568732.235711 + Penalty 53737.232514 = -89514995.003197 nChanged 40 Iteration 406Q (5748.426345 sec): 42 clusters Score: Raw -89568733.670491 + Penalty 53737.232514 = -89514996.437977 nChanged 39 Iteration 407Q (5758.105335 sec): 42 clusters Score: Raw -89568734.345657 + Penalty 53737.232514 = -89514997.113143 nChanged 40 Iteration 408Q (5767.687122 sec): 42 clusters Score: Raw -89568735.152393 + Penalty 53737.232514 = -89514997.919879 nChanged 34 Iteration 409Q (5777.141896 sec): 42 clusters Score: Raw -89568735.690269 + Penalty 53737.232514 = -89514998.457755 nChanged 35 Iteration 410Q (5786.137861 sec): 42 clusters Score: Raw -89568736.135310 + Penalty 53737.232514 = -89514998.902796 nChanged 25 Iteration 411Q (5795.273765 sec): 42 clusters Score: Raw -89568736.428950 + Penalty 53737.232514 = -89514999.196436 nChanged 23 Iteration 412Q (5804.747154 sec): 42 clusters Score: Raw -89568736.730313 + Penalty 53737.232514 = -89514999.497799 nChanged 25 Iteration 413Q (5814.394585 sec): 42 clusters Score: Raw -89568737.022999 + Penalty 53737.232514 = -89514999.790485 nChanged 21 Iteration 414Q (5823.976758 sec): 42 clusters Score: Raw -89568737.260890 + Penalty 53737.232514 = -89515000.028376 nChanged 30 Iteration 415Q (5833.470567 sec): 42 clusters Score: Raw -89568737.623118 + Penalty 53737.232514 = -89515000.390604 nChanged 28 Iteration 416Q (5842.113586 sec): 42 clusters Score: Raw -89568737.923664 + Penalty 53737.232514 = -89515000.691150 nChanged 33 Iteration 417Q (5851.133335 sec): 42 clusters Score: Raw -89568738.431395 + Penalty 53737.232514 = -89515001.198881 nChanged 34 Iteration 418Q (5860.242592 sec): 42 clusters Score: Raw -89568739.163951 + Penalty 53737.232514 = -89515001.931437 nChanged 36 Writing temp clu file Because OldScore, -89515001.198881, is greater than current (better) Score,-89515001.931437 Compute initial score before splitting: Score: Raw -89568739.163951 + Penalty 53737.232514 = -89515001.931437 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5860.449890 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5860.454578 sec): 3 clusters Score: Raw -95038.408537 + Penalty 1299.906941 = -93738.501596 nChanged 300 SP:Iteration 1F (5860.458432 sec): 3 clusters Score: Raw -95249.304348 + Penalty 1299.906941 = -93949.397408 nChanged 79 SP:Iteration 2F (5860.462323 sec): 3 clusters Score: Raw -95326.160237 + Penalty 1299.906941 = -94026.253297 nChanged 54 SP:Iteration 3F (5860.466089 sec): 3 clusters Score: Raw -95384.024083 + Penalty 1299.906941 = -94084.117143 nChanged 37 SP:Iteration 4Q (5860.469865 sec): 3 clusters Score: Raw -95419.749834 + Penalty 1299.906941 = -94119.842893 nChanged 25 SP:Iteration 5Q (5860.473733 sec): 3 clusters Score: Raw -95444.123524 + Penalty 1299.906941 = -94144.216584 nChanged 18 SP:Iteration 6Q (5860.477522 sec): 3 clusters Score: Raw -95456.840521 + Penalty 1299.906941 = -94156.933580 nChanged 12 SP:Iteration 7Q (5860.481265 sec): 3 clusters Score: Raw -95471.423023 + Penalty 1299.906941 = -94171.516082 nChanged 15 SP:Iteration 8Q (5860.485038 sec): 3 clusters Score: Raw -95492.486984 + Penalty 1299.906941 = -94192.580044 nChanged 11 SP:Iteration 9Q (5860.488794 sec): 3 clusters Score: Raw -95501.869393 + Penalty 1299.906941 = -94201.962453 nChanged 7 SP:Iteration 10Q (5860.492548 sec): 3 clusters Score: Raw -95508.650983 + Penalty 1299.906941 = -94208.744042 nChanged 7 SP:Iteration 11Q (5860.496320 sec): 3 clusters Score: Raw -95512.290648 + Penalty 1299.906941 = -94212.383707 nChanged 5 SP:Iteration 12Q (5860.500040 sec): 3 clusters Score: Raw -95514.518456 + Penalty 1299.906941 = -94214.611515 nChanged 0 SP:Iteration 13F (5860.503844 sec): 3 clusters Score: Raw -95514.518456 + Penalty 1299.906941 = -94214.611515 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5860.533756 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5860.598368 sec): 3 clusters Score: Raw -388877.351486 + Penalty 1587.611508 = -387289.739978 nChanged 1795 SP:Iteration 1F (5860.640522 sec): 3 clusters Score: Raw -389959.727610 + Penalty 1587.611508 = -388372.116102 nChanged 258 SP:Iteration 2F (5860.693550 sec): 3 clusters Score: Raw -390085.553090 + Penalty 1587.611508 = -388497.941583 nChanged 208 SP:Iteration 3Q (5860.746301 sec): 3 clusters Score: Raw -390194.935860 + Penalty 1587.611508 = -388607.324352 nChanged 179 SP:Iteration 4Q (5860.800553 sec): 3 clusters Score: Raw -390278.728382 + Penalty 1587.611508 = -388691.116874 nChanged 152 SP:Iteration 5Q (5860.854052 sec): 3 clusters Score: Raw -390350.142209 + Penalty 1587.611508 = -388762.530701 nChanged 146 SP:Iteration 6Q (5860.907274 sec): 3 clusters Score: Raw -390426.450839 + Penalty 1587.611508 = -388838.839332 nChanged 127 SP:Iteration 7Q (5860.953491 sec): 3 clusters Score: Raw -390499.209594 + Penalty 1587.611508 = -388911.598086 nChanged 138 SP:Iteration 8Q (5861.006213 sec): 3 clusters Score: Raw -390584.602751 + Penalty 1587.611508 = -388996.991243 nChanged 149 SP:Iteration 9Q (5861.058556 sec): 3 clusters Score: Raw -390675.346500 + Penalty 1587.611508 = -389087.734992 nChanged 151 SP:Iteration 10Q (5861.111253 sec): 3 clusters Score: Raw -390754.170190 + Penalty 1587.611508 = -389166.558682 nChanged 137 SP:Iteration 11Q (5861.164595 sec): 3 clusters Score: Raw -390830.472062 + Penalty 1587.611508 = -389242.860554 nChanged 142 SP:Iteration 12Q (5861.218368 sec): 3 clusters Score: Raw -390916.570025 + Penalty 1587.611508 = -389328.958517 nChanged 157 SP:Iteration 13Q (5861.271741 sec): 3 clusters Score: Raw -391002.373913 + Penalty 1587.611508 = -389414.762406 nChanged 132 SP:Iteration 14Q (5861.324744 sec): 3 clusters Score: Raw -391080.474906 + Penalty 1587.611508 = -389492.863398 nChanged 124 SP:Iteration 15Q (5861.377950 sec): 3 clusters Score: Raw -391150.254875 + Penalty 1587.611508 = -389562.643367 nChanged 99 SP:Iteration 16Q (5861.431013 sec): 3 clusters Score: Raw -391206.123702 + Penalty 1587.611508 = -389618.512194 nChanged 86 SP:Iteration 17Q (5861.471957 sec): 3 clusters Score: Raw -391264.258930 + Penalty 1587.611508 = -389676.647422 nChanged 80 SP:Iteration 18Q (5861.524980 sec): 3 clusters Score: Raw -391303.162815 + Penalty 1587.611508 = -389715.551307 nChanged 55 SP:Iteration 19Q (5861.577993 sec): 3 clusters Score: Raw -391327.605265 + Penalty 1587.611508 = -389739.993757 nChanged 45 SP:Iteration 20F (5861.631334 sec): 3 clusters Score: Raw -391348.835706 + Penalty 1587.611508 = -389761.224198 nChanged 44 SP:Iteration 21Q (5861.683913 sec): 3 clusters Score: Raw -391365.837828 + Penalty 1587.611508 = -389778.226320 nChanged 32 SP:Iteration 22Q (5861.732573 sec): 3 clusters Score: Raw -391376.185771 + Penalty 1587.611508 = -389788.574263 nChanged 32 SP:Iteration 23Q (5861.786942 sec): 3 clusters Score: Raw -391385.208359 + Penalty 1587.611508 = -389797.596851 nChanged 26 SP:Iteration 24Q (5861.839607 sec): 3 clusters Score: Raw -391392.101406 + Penalty 1587.611508 = -389804.489899 nChanged 32 SP:Iteration 25Q (5861.893646 sec): 3 clusters Score: Raw -391400.076841 + Penalty 1587.611508 = -389812.465333 nChanged 19 SP:Iteration 26Q (5861.945230 sec): 3 clusters Score: Raw -391406.560585 + Penalty 1587.611508 = -389818.949077 nChanged 29 SP:Iteration 27Q (5861.999208 sec): 3 clusters Score: Raw -391416.141583 + Penalty 1587.611508 = -389828.530075 nChanged 31 SP:Iteration 28Q (5862.051941 sec): 3 clusters Score: Raw -391429.130506 + Penalty 1587.611508 = -389841.518999 nChanged 31 SP:Iteration 29Q (5862.106317 sec): 3 clusters Score: Raw -391444.133469 + Penalty 1587.611508 = -389856.521962 nChanged 31 SP:Iteration 30Q (5862.160260 sec): 3 clusters Score: Raw -391457.561390 + Penalty 1587.611508 = -389869.949882 nChanged 40 SP:Iteration 31Q (5862.213005 sec): 3 clusters Score: Raw -391474.935944 + Penalty 1587.611508 = -389887.324436 nChanged 26 SP:Iteration 32Q (5862.267105 sec): 3 clusters Score: Raw -391483.365399 + Penalty 1587.611508 = -389895.753891 nChanged 25 SP:Iteration 33Q (5862.317287 sec): 3 clusters Score: Raw -391490.798809 + Penalty 1587.611508 = -389903.187302 nChanged 17 SP:Iteration 34Q (5862.371487 sec): 3 clusters Score: Raw -391495.365482 + Penalty 1587.611508 = -389907.753974 nChanged 16 SP:Iteration 35Q (5862.423238 sec): 3 clusters Score: Raw -391499.575988 + Penalty 1587.611508 = -389911.964480 nChanged 14 SP:Iteration 36Q (5862.467642 sec): 3 clusters Score: Raw -391503.064217 + Penalty 1587.611508 = -389915.452709 nChanged 11 SP:Iteration 37Q (5862.518289 sec): 3 clusters Score: Raw -391505.532321 + Penalty 1587.611508 = -389917.920814 nChanged 6 SP:Iteration 38Q (5862.568895 sec): 3 clusters Score: Raw -391506.583316 + Penalty 1587.611508 = -389918.971809 nChanged 10 SP:Iteration 39Q (5862.627889 sec): 3 clusters Score: Raw -391509.747924 + Penalty 1587.611508 = -389922.136416 nChanged 10 SP:Iteration 40F (5862.680193 sec): 3 clusters Score: Raw -391512.868152 + Penalty 1587.611508 = -389925.256645 nChanged 10 SP:Iteration 41Q (5862.730451 sec): 3 clusters Score: Raw -391515.482370 + Penalty 1587.611508 = -389927.870862 nChanged 13 SP:Iteration 42Q (5862.765360 sec): 3 clusters Score: Raw -391518.319336 + Penalty 1587.611508 = -389930.707828 nChanged 9 SP:Iteration 43Q (5862.809123 sec): 3 clusters Score: Raw -391520.633353 + Penalty 1587.611508 = -389933.021845 nChanged 9 SP:Iteration 44Q (5862.852720 sec): 3 clusters Score: Raw -391522.334180 + Penalty 1587.611508 = -389934.722673 nChanged 6 SP:Iteration 45Q (5862.903717 sec): 3 clusters Score: Raw -391524.267142 + Penalty 1587.611508 = -389936.655634 nChanged 9 SP:Iteration 46Q (5862.951542 sec): 3 clusters Score: Raw -391527.386291 + Penalty 1587.611508 = -389939.774783 nChanged 6 SP:Iteration 47Q (5863.002123 sec): 3 clusters Score: Raw -391528.928936 + Penalty 1587.611508 = -389941.317428 nChanged 6 SP:Iteration 48Q (5863.046837 sec): 3 clusters Score: Raw -391531.412533 + Penalty 1587.611508 = -389943.801026 nChanged 9 SP:Iteration 49Q (5863.098094 sec): 3 clusters Score: Raw -391533.152987 + Penalty 1587.611508 = -389945.541479 nChanged 5 SP:Iteration 50Q (5863.144601 sec): 3 clusters Score: Raw -391534.547595 + Penalty 1587.611508 = -389946.936087 nChanged 7 SP:Iteration 51Q (5863.202415 sec): 3 clusters Score: Raw -391536.463480 + Penalty 1587.611508 = -389948.851972 nChanged 6 SP:Iteration 52Q (5863.253727 sec): 3 clusters Score: Raw -391537.671102 + Penalty 1587.611508 = -389950.059594 nChanged 3 SP:Iteration 53Q (5863.287080 sec): 3 clusters Score: Raw -391539.068244 + Penalty 1587.611508 = -389951.456736 nChanged 5 SP:Iteration 54Q (5863.302090 sec): 3 clusters Score: Raw -391540.721144 + Penalty 1587.611508 = -389953.109636 nChanged 11 SP:Iteration 55Q (5863.316926 sec): 3 clusters Score: Raw -391543.816891 + Penalty 1587.611508 = -389956.205383 nChanged 10 SP:Iteration 56Q (5863.331606 sec): 3 clusters Score: Raw -391548.095750 + Penalty 1587.611508 = -389960.484242 nChanged 6 SP:Iteration 57Q (5863.346396 sec): 3 clusters Score: Raw -391549.227326 + Penalty 1587.611508 = -389961.615818 nChanged 2 SP:Iteration 58Q (5863.361172 sec): 3 clusters Score: Raw -391549.451416 + Penalty 1587.611508 = -389961.839908 nChanged 0 SP:Iteration 59F (5863.378892 sec): 3 clusters Score: Raw -391549.451416 + Penalty 1587.611508 = -389961.839908 nChanged 0 Trying to split cluster 3 (49400 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5863.451347 sec): 2 clusters Score: Raw -4389782.569918 + Penalty 1026.732042 = -4388755.837876 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5863.535853 sec): 3 clusters Score: Raw -4357517.939386 + Penalty 2053.464084 = -4355464.475303 nChanged 23729 SP:Iteration 1F (5863.611734 sec): 3 clusters Score: Raw -4371617.568671 + Penalty 2053.464084 = -4369564.104588 nChanged 2554 SP:Iteration 2F (5863.687739 sec): 3 clusters Score: Raw -4372590.545407 + Penalty 2053.464084 = -4370537.081324 nChanged 2842 SP:Iteration 3F (5863.789486 sec): 3 clusters Score: Raw -4373889.071071 + Penalty 2053.464084 = -4371835.606988 nChanged 3129 SP:Iteration 4F (5863.902717 sec): 3 clusters Score: Raw -4375604.680239 + Penalty 2053.464084 = -4373551.216155 nChanged 3381 SP:Iteration 5F (5864.028254 sec): 3 clusters Score: Raw -4377914.823593 + Penalty 2053.464084 = -4375861.359509 nChanged 3514 SP:Iteration 6F (5864.129574 sec): 3 clusters Score: Raw -4380798.569351 + Penalty 2053.464084 = -4378745.105268 nChanged 3476 SP:Iteration 7F (5864.253832 sec): 3 clusters Score: Raw -4384053.419052 + Penalty 2053.464084 = -4381999.954968 nChanged 2765 SP:Iteration 8F (5864.365424 sec): 3 clusters Score: Raw -4386693.511865 + Penalty 2053.464084 = -4384640.047782 nChanged 1756 SP:Iteration 9Q (5864.467638 sec): 3 clusters Score: Raw -4388298.359435 + Penalty 2053.464084 = -4386244.895351 nChanged 1031 SP:Iteration 10Q (5864.589489 sec): 3 clusters Score: Raw -4389224.357532 + Penalty 2053.464084 = -4387170.893448 nChanged 510 SP:Iteration 11Q (5864.693876 sec): 3 clusters Score: Raw -4389643.171598 + Penalty 2053.464084 = -4387589.707514 nChanged 248 SP:Iteration 12Q (5864.798901 sec): 3 clusters Score: Raw -4389857.344569 + Penalty 2053.464084 = -4387803.880486 nChanged 142 SP:Iteration 13Q (5864.900098 sec): 3 clusters Score: Raw -4389974.458195 + Penalty 2053.464084 = -4387920.994111 nChanged 85 SP:Iteration 14Q (5865.001482 sec): 3 clusters Score: Raw -4390036.683590 + Penalty 2053.464084 = -4387983.219506 nChanged 61 SP:Iteration 15Q (5865.093199 sec): 3 clusters Score: Raw -4390075.254792 + Penalty 2053.464084 = -4388021.790709 nChanged 43 SP:Iteration 16Q (5865.187874 sec): 3 clusters Score: Raw -4390096.876968 + Penalty 2053.464084 = -4388043.412885 nChanged 25 SP:Iteration 17Q (5865.288906 sec): 3 clusters Score: Raw -4390107.307776 + Penalty 2053.464084 = -4388053.843693 nChanged 15 SP:Iteration 18Q (5865.389765 sec): 3 clusters Score: Raw -4390115.136688 + Penalty 2053.464084 = -4388061.672604 nChanged 16 SP:Iteration 19Q (5865.491187 sec): 3 clusters Score: Raw -4390123.867234 + Penalty 2053.464084 = -4388070.403150 nChanged 14 SP:Iteration 20F (5865.599660 sec): 3 clusters Score: Raw -4390130.620432 + Penalty 2053.464084 = -4388077.156348 nChanged 12 SP:Iteration 21Q (5865.693031 sec): 3 clusters Score: Raw -4390135.062228 + Penalty 2053.464084 = -4388081.598145 nChanged 11 SP:Iteration 22Q (5865.799005 sec): 3 clusters Score: Raw -4390139.940647 + Penalty 2053.464084 = -4388086.476563 nChanged 12 SP:Iteration 23Q (5865.901485 sec): 3 clusters Score: Raw -4390144.533297 + Penalty 2053.464084 = -4388091.069214 nChanged 5 SP:Iteration 24Q (5866.005295 sec): 3 clusters Score: Raw -4390147.428074 + Penalty 2053.464084 = -4388093.963990 nChanged 3 SP:Iteration 25Q (5866.101821 sec): 3 clusters Score: Raw -4390148.115764 + Penalty 2053.464084 = -4388094.651681 nChanged 0 SP:Iteration 26F (5866.213797 sec): 3 clusters Score: Raw -4390148.115764 + Penalty 2053.464084 = -4388094.651681 nChanged 0 Trying to split cluster 4 (18885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5866.270958 sec): 2 clusters Score: Raw -1808427.658426 + Penalty 935.381707 = -1807492.276718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5866.344449 sec): 3 clusters Score: Raw -1796819.577320 + Penalty 1870.763415 = -1794948.813905 nChanged 8646 SP:Iteration 1F (5866.415182 sec): 3 clusters Score: Raw -1801681.859060 + Penalty 1870.763415 = -1799811.095645 nChanged 1036 SP:Iteration 2F (5866.489709 sec): 3 clusters Score: Raw -1802166.436258 + Penalty 1870.763415 = -1800295.672844 nChanged 1071 SP:Iteration 3F (5866.554271 sec): 3 clusters Score: Raw -1802746.597911 + Penalty 1870.763415 = -1800875.834496 nChanged 1150 SP:Iteration 4F (5866.626129 sec): 3 clusters Score: Raw -1803552.447934 + Penalty 1870.763415 = -1801681.684519 nChanged 1153 SP:Iteration 5F (5866.697423 sec): 3 clusters Score: Raw -1804509.981628 + Penalty 1870.763415 = -1802639.218213 nChanged 1042 SP:Iteration 6F (5866.777009 sec): 3 clusters Score: Raw -1805329.807769 + Penalty 1870.763415 = -1803459.044354 nChanged 849 SP:Iteration 7Q (5866.849748 sec): 3 clusters Score: Raw -1805896.155452 + Penalty 1870.763415 = -1804025.392037 nChanged 616 SP:Iteration 8Q (5866.912121 sec): 3 clusters Score: Raw -1806248.255531 + Penalty 1870.763415 = -1804377.492117 nChanged 462 SP:Iteration 9Q (5866.980654 sec): 3 clusters Score: Raw -1806481.776702 + Penalty 1870.763415 = -1804611.013288 nChanged 402 SP:Iteration 10Q (5867.048588 sec): 3 clusters Score: Raw -1806691.966833 + Penalty 1870.763415 = -1804821.203418 nChanged 364 SP:Iteration 11Q (5867.121059 sec): 3 clusters Score: Raw -1806863.990363 + Penalty 1870.763415 = -1804993.226948 nChanged 329 SP:Iteration 12Q (5867.192505 sec): 3 clusters Score: Raw -1807006.958908 + Penalty 1870.763415 = -1805136.195493 nChanged 292 SP:Iteration 13Q (5867.266070 sec): 3 clusters Score: Raw -1807131.046146 + Penalty 1870.763415 = -1805260.282731 nChanged 292 SP:Iteration 14Q (5867.334596 sec): 3 clusters Score: Raw -1807253.412875 + Penalty 1870.763415 = -1805382.649460 nChanged 249 SP:Iteration 15Q (5867.401284 sec): 3 clusters Score: Raw -1807343.768381 + Penalty 1870.763415 = -1805473.004966 nChanged 219 SP:Iteration 16Q (5867.464094 sec): 3 clusters Score: Raw -1807421.828764 + Penalty 1870.763415 = -1805551.065349 nChanged 237 SP:Iteration 17Q (5867.542632 sec): 3 clusters Score: Raw -1807511.644392 + Penalty 1870.763415 = -1805640.880978 nChanged 223 SP:Iteration 18Q (5867.612943 sec): 3 clusters Score: Raw -1807597.154179 + Penalty 1870.763415 = -1805726.390764 nChanged 212 SP:Iteration 19Q (5867.683441 sec): 3 clusters Score: Raw -1807683.319864 + Penalty 1870.763415 = -1805812.556450 nChanged 217 SP:Iteration 20F (5867.746808 sec): 3 clusters Score: Raw -1807777.611704 + Penalty 1870.763415 = -1805906.848290 nChanged 205 SP:Iteration 21Q (5867.824654 sec): 3 clusters Score: Raw -1807868.851752 + Penalty 1870.763415 = -1805998.088337 nChanged 186 SP:Iteration 22Q (5867.895374 sec): 3 clusters Score: Raw -1807952.778016 + Penalty 1870.763415 = -1806082.014601 nChanged 162 SP:Iteration 23Q (5867.953764 sec): 3 clusters Score: Raw -1808025.927721 + Penalty 1870.763415 = -1806155.164306 nChanged 154 SP:Iteration 24Q (5868.034110 sec): 3 clusters Score: Raw -1808092.301392 + Penalty 1870.763415 = -1806221.537977 nChanged 132 SP:Iteration 25Q (5868.093865 sec): 3 clusters Score: Raw -1808159.707795 + Penalty 1870.763415 = -1806288.944381 nChanged 124 SP:Iteration 26Q (5868.161494 sec): 3 clusters Score: Raw -1808224.602656 + Penalty 1870.763415 = -1806353.839241 nChanged 104 SP:Iteration 27Q (5868.223398 sec): 3 clusters Score: Raw -1808284.152779 + Penalty 1870.763415 = -1806413.389364 nChanged 91 SP:Iteration 28Q (5868.285609 sec): 3 clusters Score: Raw -1808340.685511 + Penalty 1870.763415 = -1806469.922096 nChanged 83 SP:Iteration 29Q (5868.348265 sec): 3 clusters Score: Raw -1808386.553780 + Penalty 1870.763415 = -1806515.790365 nChanged 66 SP:Iteration 30Q (5868.413834 sec): 3 clusters Score: Raw -1808424.081894 + Penalty 1870.763415 = -1806553.318480 nChanged 48 SP:Iteration 31Q (5868.476147 sec): 3 clusters Score: Raw -1808449.986711 + Penalty 1870.763415 = -1806579.223297 nChanged 30 SP:Iteration 32Q (5868.538778 sec): 3 clusters Score: Raw -1808464.991172 + Penalty 1870.763415 = -1806594.227757 nChanged 28 SP:Iteration 33Q (5868.601513 sec): 3 clusters Score: Raw -1808480.536387 + Penalty 1870.763415 = -1806609.772972 nChanged 31 SP:Iteration 34Q (5868.669735 sec): 3 clusters Score: Raw -1808498.153336 + Penalty 1870.763415 = -1806627.389921 nChanged 27 SP:Iteration 35Q (5868.728945 sec): 3 clusters Score: Raw -1808513.244219 + Penalty 1870.763415 = -1806642.480804 nChanged 19 SP:Iteration 36Q (5868.787890 sec): 3 clusters Score: Raw -1808523.273187 + Penalty 1870.763415 = -1806652.509772 nChanged 12 SP:Iteration 37Q (5868.848636 sec): 3 clusters Score: Raw -1808529.692741 + Penalty 1870.763415 = -1806658.929327 nChanged 12 SP:Iteration 38Q (5868.922231 sec): 3 clusters Score: Raw -1808538.624300 + Penalty 1870.763415 = -1806667.860885 nChanged 9 SP:Iteration 39Q (5868.992526 sec): 3 clusters Score: Raw -1808543.154305 + Penalty 1870.763415 = -1806672.390890 nChanged 8 SP:Iteration 40F (5869.058544 sec): 3 clusters Score: Raw -1808547.280661 + Penalty 1870.763415 = -1806676.517246 nChanged 4 SP:Iteration 41Q (5869.124888 sec): 3 clusters Score: Raw -1808549.490707 + Penalty 1870.763415 = -1806678.727292 nChanged 4 SP:Iteration 42Q (5869.199545 sec): 3 clusters Score: Raw -1808550.505762 + Penalty 1870.763415 = -1806679.742347 nChanged 1 SP:Iteration 43Q (5869.257169 sec): 3 clusters Score: Raw -1808551.003147 + Penalty 1870.763415 = -1806680.239733 nChanged 2 SP:Iteration 44Q (5869.317411 sec): 3 clusters Score: Raw -1808551.971416 + Penalty 1870.763415 = -1806681.208002 nChanged 3 SP:Iteration 45Q (5869.374624 sec): 3 clusters Score: Raw -1808552.516854 + Penalty 1870.763415 = -1806681.753439 nChanged 3 SP:Iteration 46Q (5869.434564 sec): 3 clusters Score: Raw -1808552.961915 + Penalty 1870.763415 = -1806682.198501 nChanged 2 SP:Iteration 47Q (5869.489969 sec): 3 clusters Score: Raw -1808554.155260 + Penalty 1870.763415 = -1806683.391845 nChanged 4 SP:Iteration 48Q (5869.556567 sec): 3 clusters Score: Raw -1808556.117208 + Penalty 1870.763415 = -1806685.353793 nChanged 3 SP:Iteration 49Q (5869.623017 sec): 3 clusters Score: Raw -1808560.449913 + Penalty 1870.763415 = -1806689.686499 nChanged 7 SP:Iteration 50Q (5869.688642 sec): 3 clusters Score: Raw -1808564.487348 + Penalty 1870.763415 = -1806693.723934 nChanged 6 SP:Iteration 51Q (5869.754326 sec): 3 clusters Score: Raw -1808568.412103 + Penalty 1870.763415 = -1806697.648688 nChanged 4 SP:Iteration 52Q (5869.819794 sec): 3 clusters Score: Raw -1808570.028249 + Penalty 1870.763415 = -1806699.264834 nChanged 2 SP:Iteration 53Q (5869.894562 sec): 3 clusters Score: Raw -1808570.965929 + Penalty 1870.763415 = -1806700.202515 nChanged 6 SP:Iteration 54Q (5869.950955 sec): 3 clusters Score: Raw -1808578.809963 + Penalty 1870.763415 = -1806708.046548 nChanged 7 SP:Iteration 55Q (5870.013801 sec): 3 clusters Score: Raw -1808584.084404 + Penalty 1870.763415 = -1806713.320989 nChanged 2 SP:Iteration 56Q (5870.078257 sec): 3 clusters Score: Raw -1808586.084108 + Penalty 1870.763415 = -1806715.320694 nChanged 5 SP:Iteration 57Q (5870.139711 sec): 3 clusters Score: Raw -1808588.480175 + Penalty 1870.763415 = -1806717.716760 nChanged 2 SP:Iteration 58Q (5870.206067 sec): 3 clusters Score: Raw -1808589.381782 + Penalty 1870.763415 = -1806718.618367 nChanged 1 SP:Iteration 59Q (5870.281138 sec): 3 clusters Score: Raw -1808589.649766 + Penalty 1870.763415 = -1806718.886351 nChanged 0 SP:Iteration 60F (5870.331030 sec): 3 clusters Score: Raw -1808589.649766 + Penalty 1870.763415 = -1806718.886351 nChanged 0 Trying to split cluster 5 (2451 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5870.356797 sec): 2 clusters Score: Raw -227251.976528 + Penalty 741.403881 = -226510.572647 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5870.407830 sec): 3 clusters Score: Raw -226045.394599 + Penalty 1482.807763 = -224562.586836 nChanged 1011 SP:Iteration 1F (5870.458503 sec): 3 clusters Score: Raw -226669.887594 + Penalty 1482.807763 = -225187.079831 nChanged 204 SP:Iteration 2F (5870.503604 sec): 3 clusters Score: Raw -226816.981914 + Penalty 1482.807763 = -225334.174152 nChanged 148 SP:Iteration 3F (5870.547068 sec): 3 clusters Score: Raw -226929.391505 + Penalty 1482.807763 = -225446.583742 nChanged 141 SP:Iteration 4F (5870.597859 sec): 3 clusters Score: Raw -227034.756267 + Penalty 1482.807763 = -225551.948504 nChanged 119 SP:Iteration 5Q (5870.648517 sec): 3 clusters Score: Raw -227130.141096 + Penalty 1482.807763 = -225647.333333 nChanged 98 SP:Iteration 6Q (5870.699247 sec): 3 clusters Score: Raw -227209.552186 + Penalty 1482.807763 = -225726.744423 nChanged 72 SP:Iteration 7Q (5870.740256 sec): 3 clusters Score: Raw -227266.666119 + Penalty 1482.807763 = -225783.858356 nChanged 61 SP:Iteration 8Q (5870.798448 sec): 3 clusters Score: Raw -227304.243635 + Penalty 1482.807763 = -225821.435872 nChanged 39 SP:Iteration 9Q (5870.842463 sec): 3 clusters Score: Raw -227330.314953 + Penalty 1482.807763 = -225847.507190 nChanged 28 SP:Iteration 10Q (5870.889563 sec): 3 clusters Score: Raw -227342.513564 + Penalty 1482.807763 = -225859.705801 nChanged 17 SP:Iteration 11Q (5870.939028 sec): 3 clusters Score: Raw -227351.907537 + Penalty 1482.807763 = -225869.099774 nChanged 16 SP:Iteration 12Q (5870.977604 sec): 3 clusters Score: Raw -227359.549262 + Penalty 1482.807763 = -225876.741499 nChanged 15 SP:Iteration 13Q (5871.027904 sec): 3 clusters Score: Raw -227365.024592 + Penalty 1482.807763 = -225882.216829 nChanged 5 SP:Iteration 14Q (5871.076644 sec): 3 clusters Score: Raw -227367.683278 + Penalty 1482.807763 = -225884.875515 nChanged 5 SP:Iteration 15Q (5871.126404 sec): 3 clusters Score: Raw -227369.316611 + Penalty 1482.807763 = -225886.508848 nChanged 5 SP:Iteration 16Q (5871.176004 sec): 3 clusters Score: Raw -227371.161929 + Penalty 1482.807763 = -225888.354166 nChanged 4 SP:Iteration 17Q (5871.224085 sec): 3 clusters Score: Raw -227373.018342 + Penalty 1482.807763 = -225890.210579 nChanged 7 SP:Iteration 18Q (5871.267749 sec): 3 clusters Score: Raw -227375.385094 + Penalty 1482.807763 = -225892.577332 nChanged 10 SP:Iteration 19Q (5871.315720 sec): 3 clusters Score: Raw -227378.384207 + Penalty 1482.807763 = -225895.576444 nChanged 7 SP:Iteration 20F (5871.362478 sec): 3 clusters Score: Raw -227381.841249 + Penalty 1482.807763 = -225899.033486 nChanged 8 SP:Iteration 21Q (5871.409254 sec): 3 clusters Score: Raw -227386.924022 + Penalty 1482.807763 = -225904.116259 nChanged 12 SP:Iteration 22Q (5871.462164 sec): 3 clusters Score: Raw -227392.331441 + Penalty 1482.807763 = -225909.523678 nChanged 5 SP:Iteration 23Q (5871.508676 sec): 3 clusters Score: Raw -227394.345016 + Penalty 1482.807763 = -225911.537253 nChanged 9 SP:Iteration 24Q (5871.543057 sec): 3 clusters Score: Raw -227398.372479 + Penalty 1482.807763 = -225915.564716 nChanged 8 SP:Iteration 25Q (5871.589525 sec): 3 clusters Score: Raw -227403.736673 + Penalty 1482.807763 = -225920.928910 nChanged 11 SP:Iteration 26Q (5871.642251 sec): 3 clusters Score: Raw -227408.228602 + Penalty 1482.807763 = -225925.420839 nChanged 9 SP:Iteration 27Q (5871.694006 sec): 3 clusters Score: Raw -227411.903006 + Penalty 1482.807763 = -225929.095244 nChanged 7 SP:Iteration 28Q (5871.731656 sec): 3 clusters Score: Raw -227414.149945 + Penalty 1482.807763 = -225931.342182 nChanged 5 SP:Iteration 29Q (5871.788878 sec): 3 clusters Score: Raw -227416.213768 + Penalty 1482.807763 = -225933.406005 nChanged 4 SP:Iteration 30Q (5871.836852 sec): 3 clusters Score: Raw -227417.187208 + Penalty 1482.807763 = -225934.379445 nChanged 3 SP:Iteration 31Q (5871.886296 sec): 3 clusters Score: Raw -227417.716627 + Penalty 1482.807763 = -225934.908864 nChanged 1 SP:Iteration 32Q (5871.921398 sec): 3 clusters Score: Raw -227418.270983 + Penalty 1482.807763 = -225935.463220 nChanged 0 SP:Iteration 33F (5871.964773 sec): 3 clusters Score: Raw -227418.270983 + Penalty 1482.807763 = -225935.463220 nChanged 0 Trying to split cluster 6 (49618 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5872.049310 sec): 2 clusters Score: Raw -4607152.447229 + Penalty 1027.150350 = -4606125.296879 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5872.156001 sec): 3 clusters Score: Raw -4575165.021116 + Penalty 2054.300701 = -4573110.720416 nChanged 23443 SP:Iteration 1F (5872.273893 sec): 3 clusters Score: Raw -4589172.611193 + Penalty 2054.300701 = -4587118.310493 nChanged 2074 SP:Iteration 2Q (5872.391696 sec): 3 clusters Score: Raw -4589775.231754 + Penalty 2054.300701 = -4587720.931053 nChanged 1969 SP:Iteration 3Q (5872.498847 sec): 3 clusters Score: Raw -4590339.415793 + Penalty 2054.300701 = -4588285.115093 nChanged 1849 SP:Iteration 4Q (5872.617761 sec): 3 clusters Score: Raw -4590901.652802 + Penalty 2054.300701 = -4588847.352102 nChanged 1918 SP:Iteration 5Q (5872.733405 sec): 3 clusters Score: Raw -4591540.777735 + Penalty 2054.300701 = -4589486.477035 nChanged 2129 SP:Iteration 6Q (5872.848972 sec): 3 clusters Score: Raw -4592350.193701 + Penalty 2054.300701 = -4590295.893000 nChanged 2246 SP:Iteration 7Q (5872.954545 sec): 3 clusters Score: Raw -4593444.526241 + Penalty 2054.300701 = -4591390.225540 nChanged 2573 SP:Iteration 8F (5873.067463 sec): 3 clusters Score: Raw -4595168.170254 + Penalty 2054.300701 = -4593113.869554 nChanged 2898 SP:Iteration 9F (5873.189179 sec): 3 clusters Score: Raw -4597754.017211 + Penalty 2054.300701 = -4595699.716511 nChanged 2902 SP:Iteration 10F (5873.290137 sec): 3 clusters Score: Raw -4600566.977135 + Penalty 2054.300701 = -4598512.676435 nChanged 2458 SP:Iteration 11Q (5873.393785 sec): 3 clusters Score: Raw -4602306.761032 + Penalty 2054.300701 = -4600252.460332 nChanged 1518 SP:Iteration 12Q (5873.511045 sec): 3 clusters Score: Raw -4603022.608328 + Penalty 2054.300701 = -4600968.307628 nChanged 991 SP:Iteration 13Q (5873.609656 sec): 3 clusters Score: Raw -4603472.903319 + Penalty 2054.300701 = -4601418.602619 nChanged 836 SP:Iteration 14Q (5873.710584 sec): 3 clusters Score: Raw -4603850.672595 + Penalty 2054.300701 = -4601796.371894 nChanged 737 SP:Iteration 15Q (5873.830599 sec): 3 clusters Score: Raw -4604161.295076 + Penalty 2054.300701 = -4602106.994375 nChanged 646 SP:Iteration 16Q (5873.940285 sec): 3 clusters Score: Raw -4604395.456607 + Penalty 2054.300701 = -4602341.155906 nChanged 558 SP:Iteration 17Q (5874.040814 sec): 3 clusters Score: Raw -4604576.178334 + Penalty 2054.300701 = -4602521.877634 nChanged 489 SP:Iteration 18Q (5874.157169 sec): 3 clusters Score: Raw -4604726.490504 + Penalty 2054.300701 = -4602672.189803 nChanged 465 SP:Iteration 19Q (5874.259314 sec): 3 clusters Score: Raw -4604858.047622 + Penalty 2054.300701 = -4602803.746922 nChanged 407 SP:Iteration 20F (5874.375123 sec): 3 clusters Score: Raw -4604955.786072 + Penalty 2054.300701 = -4602901.485371 nChanged 345 SP:Iteration 21Q (5874.479652 sec): 3 clusters Score: Raw -4605026.893375 + Penalty 2054.300701 = -4602972.592674 nChanged 302 SP:Iteration 22Q (5874.576258 sec): 3 clusters Score: Raw -4605083.916334 + Penalty 2054.300701 = -4603029.615633 nChanged 273 SP:Iteration 23Q (5874.694527 sec): 3 clusters Score: Raw -4605130.925299 + Penalty 2054.300701 = -4603076.624598 nChanged 278 SP:Iteration 24Q (5874.802346 sec): 3 clusters Score: Raw -4605179.908868 + Penalty 2054.300701 = -4603125.608168 nChanged 243 SP:Iteration 25Q (5874.903236 sec): 3 clusters Score: Raw -4605222.489115 + Penalty 2054.300701 = -4603168.188414 nChanged 251 SP:Iteration 26Q (5875.006327 sec): 3 clusters Score: Raw -4605267.774780 + Penalty 2054.300701 = -4603213.474079 nChanged 259 SP:Iteration 27Q (5875.124342 sec): 3 clusters Score: Raw -4605315.152305 + Penalty 2054.300701 = -4603260.851604 nChanged 252 SP:Iteration 28Q (5875.225276 sec): 3 clusters Score: Raw -4605363.361873 + Penalty 2054.300701 = -4603309.061173 nChanged 256 SP:Iteration 29Q (5875.336499 sec): 3 clusters Score: Raw -4605405.356296 + Penalty 2054.300701 = -4603351.055595 nChanged 240 SP:Iteration 30Q (5875.446289 sec): 3 clusters Score: Raw -4605439.961909 + Penalty 2054.300701 = -4603385.661209 nChanged 212 SP:Iteration 31Q (5875.550468 sec): 3 clusters Score: Raw -4605469.805483 + Penalty 2054.300701 = -4603415.504782 nChanged 205 SP:Iteration 32Q (5875.651086 sec): 3 clusters Score: Raw -4605498.425711 + Penalty 2054.300701 = -4603444.125010 nChanged 208 SP:Iteration 33Q (5875.750023 sec): 3 clusters Score: Raw -4605525.287258 + Penalty 2054.300701 = -4603470.986558 nChanged 187 SP:Iteration 34Q (5875.821047 sec): 3 clusters Score: Raw -4605551.083980 + Penalty 2054.300701 = -4603496.783279 nChanged 189 SP:Iteration 35Q (5875.926801 sec): 3 clusters Score: Raw -4605577.445078 + Penalty 2054.300701 = -4603523.144378 nChanged 191 SP:Iteration 36Q (5876.024708 sec): 3 clusters Score: Raw -4605603.801693 + Penalty 2054.300701 = -4603549.500992 nChanged 201 SP:Iteration 37Q (5876.116382 sec): 3 clusters Score: Raw -4605632.739552 + Penalty 2054.300701 = -4603578.438852 nChanged 213 SP:Iteration 38Q (5876.220289 sec): 3 clusters Score: Raw -4605665.135362 + Penalty 2054.300701 = -4603610.834661 nChanged 195 SP:Iteration 39Q (5876.313427 sec): 3 clusters Score: Raw -4605691.191651 + Penalty 2054.300701 = -4603636.890951 nChanged 169 SP:Iteration 40F (5876.419686 sec): 3 clusters Score: Raw -4605714.600918 + Penalty 2054.300701 = -4603660.300217 nChanged 189 SP:Iteration 41Q (5876.512501 sec): 3 clusters Score: Raw -4605746.144190 + Penalty 2054.300701 = -4603691.843489 nChanged 213 SP:Iteration 42Q (5876.620668 sec): 3 clusters Score: Raw -4605787.914028 + Penalty 2054.300701 = -4603733.613327 nChanged 217 SP:Iteration 43Q (5876.726753 sec): 3 clusters Score: Raw -4605828.420605 + Penalty 2054.300701 = -4603774.119904 nChanged 190 SP:Iteration 44Q (5876.827691 sec): 3 clusters Score: Raw -4605860.762353 + Penalty 2054.300701 = -4603806.461653 nChanged 185 SP:Iteration 45Q (5876.928815 sec): 3 clusters Score: Raw -4605889.693979 + Penalty 2054.300701 = -4603835.393278 nChanged 167 SP:Iteration 46Q (5877.017551 sec): 3 clusters Score: Raw -4605913.999127 + Penalty 2054.300701 = -4603859.698426 nChanged 168 SP:Iteration 47Q (5877.106919 sec): 3 clusters Score: Raw -4605939.025078 + Penalty 2054.300701 = -4603884.724378 nChanged 172 SP:Iteration 48Q (5877.198270 sec): 3 clusters Score: Raw -4605965.881136 + Penalty 2054.300701 = -4603911.580436 nChanged 181 SP:Iteration 49Q (5877.290137 sec): 3 clusters Score: Raw -4605998.502737 + Penalty 2054.300701 = -4603944.202036 nChanged 176 SP:Iteration 50Q (5877.382018 sec): 3 clusters Score: Raw -4606029.082656 + Penalty 2054.300701 = -4603974.781956 nChanged 172 SP:Iteration 51Q (5877.461643 sec): 3 clusters Score: Raw -4606057.622306 + Penalty 2054.300701 = -4604003.321605 nChanged 180 SP:Iteration 52Q (5877.551403 sec): 3 clusters Score: Raw -4606089.318466 + Penalty 2054.300701 = -4604035.017766 nChanged 168 SP:Iteration 53Q (5877.642659 sec): 3 clusters Score: Raw -4606121.306873 + Penalty 2054.300701 = -4604067.006173 nChanged 173 SP:Iteration 54Q (5877.737240 sec): 3 clusters Score: Raw -4606154.389701 + Penalty 2054.300701 = -4604100.089001 nChanged 174 SP:Iteration 55Q (5877.829559 sec): 3 clusters Score: Raw -4606187.399872 + Penalty 2054.300701 = -4604133.099172 nChanged 182 SP:Iteration 56Q (5877.931552 sec): 3 clusters Score: Raw -4606219.858355 + Penalty 2054.300701 = -4604165.557654 nChanged 161 SP:Iteration 57Q (5878.035320 sec): 3 clusters Score: Raw -4606247.353612 + Penalty 2054.300701 = -4604193.052911 nChanged 180 SP:Iteration 58Q (5878.131778 sec): 3 clusters Score: Raw -4606281.539790 + Penalty 2054.300701 = -4604227.239090 nChanged 181 SP:Iteration 59Q (5878.231271 sec): 3 clusters Score: Raw -4606322.320172 + Penalty 2054.300701 = -4604268.019472 nChanged 202 SP:Iteration 60F (5878.341464 sec): 3 clusters Score: Raw -4606368.652601 + Penalty 2054.300701 = -4604314.351900 nChanged 190 SP:Iteration 61Q (5878.441597 sec): 3 clusters Score: Raw -4606416.642609 + Penalty 2054.300701 = -4604362.341908 nChanged 188 SP:Iteration 62Q (5878.540769 sec): 3 clusters Score: Raw -4606462.110470 + Penalty 2054.300701 = -4604407.809770 nChanged 177 SP:Iteration 63Q (5878.650847 sec): 3 clusters Score: Raw -4606502.669136 + Penalty 2054.300701 = -4604448.368436 nChanged 181 SP:Iteration 64Q (5878.750903 sec): 3 clusters Score: Raw -4606547.697776 + Penalty 2054.300701 = -4604493.397075 nChanged 172 SP:Iteration 65Q (5878.853210 sec): 3 clusters Score: Raw -4606593.367345 + Penalty 2054.300701 = -4604539.066644 nChanged 174 SP:Iteration 66Q (5878.951569 sec): 3 clusters Score: Raw -4606642.255643 + Penalty 2054.300701 = -4604587.954942 nChanged 184 SP:Iteration 67Q (5879.053722 sec): 3 clusters Score: Raw -4606692.385203 + Penalty 2054.300701 = -4604638.084503 nChanged 174 SP:Iteration 68Q (5879.157760 sec): 3 clusters Score: Raw -4606740.448777 + Penalty 2054.300701 = -4604686.148077 nChanged 165 SP:Iteration 69Q (5879.258643 sec): 3 clusters Score: Raw -4606784.724926 + Penalty 2054.300701 = -4604730.424225 nChanged 157 SP:Iteration 70Q (5879.356903 sec): 3 clusters Score: Raw -4606829.350149 + Penalty 2054.300701 = -4604775.049448 nChanged 138 SP:Iteration 71Q (5879.457593 sec): 3 clusters Score: Raw -4606868.648617 + Penalty 2054.300701 = -4604814.347917 nChanged 125 SP:Iteration 72Q (5879.562353 sec): 3 clusters Score: Raw -4606900.478704 + Penalty 2054.300701 = -4604846.178004 nChanged 111 SP:Iteration 73Q (5879.663245 sec): 3 clusters Score: Raw -4606929.495670 + Penalty 2054.300701 = -4604875.194969 nChanged 112 SP:Iteration 74Q (5879.762391 sec): 3 clusters Score: Raw -4606956.414409 + Penalty 2054.300701 = -4604902.113708 nChanged 98 SP:Iteration 75Q (5879.863117 sec): 3 clusters Score: Raw -4606983.277196 + Penalty 2054.300701 = -4604928.976495 nChanged 105 SP:Iteration 76Q (5879.968774 sec): 3 clusters Score: Raw -4607012.348299 + Penalty 2054.300701 = -4604958.047599 nChanged 82 SP:Iteration 77Q (5880.071672 sec): 3 clusters Score: Raw -4607034.948128 + Penalty 2054.300701 = -4604980.647427 nChanged 87 SP:Iteration 78Q (5880.174498 sec): 3 clusters Score: Raw -4607061.175040 + Penalty 2054.300701 = -4605006.874339 nChanged 92 SP:Iteration 79Q (5880.269456 sec): 3 clusters Score: Raw -4607090.358217 + Penalty 2054.300701 = -4605036.057517 nChanged 93 SP:Iteration 80F (5880.391703 sec): 3 clusters Score: Raw -4607117.813132 + Penalty 2054.300701 = -4605063.512432 nChanged 65 SP:Iteration 81Q (5880.483430 sec): 3 clusters Score: Raw -4607133.562897 + Penalty 2054.300701 = -4605079.262196 nChanged 57 SP:Iteration 82Q (5880.582127 sec): 3 clusters Score: Raw -4607148.632994 + Penalty 2054.300701 = -4605094.332293 nChanged 64 SP:Iteration 83Q (5880.693062 sec): 3 clusters Score: Raw -4607165.182588 + Penalty 2054.300701 = -4605110.881887 nChanged 54 SP:Iteration 84Q (5880.802041 sec): 3 clusters Score: Raw -4607178.076685 + Penalty 2054.300701 = -4605123.775985 nChanged 42 SP:Iteration 85Q (5880.895346 sec): 3 clusters Score: Raw -4607186.918600 + Penalty 2054.300701 = -4605132.617900 nChanged 38 SP:Iteration 86Q (5881.001255 sec): 3 clusters Score: Raw -4607195.556951 + Penalty 2054.300701 = -4605141.256250 nChanged 39 SP:Iteration 87Q (5881.094085 sec): 3 clusters Score: Raw -4607204.581710 + Penalty 2054.300701 = -4605150.281009 nChanged 46 SP:Iteration 88Q (5881.204571 sec): 3 clusters Score: Raw -4607217.156601 + Penalty 2054.300701 = -4605162.855900 nChanged 54 SP:Iteration 89Q (5881.302341 sec): 3 clusters Score: Raw -4607231.696150 + Penalty 2054.300701 = -4605177.395449 nChanged 36 SP:Iteration 90Q (5881.389689 sec): 3 clusters Score: Raw -4607240.521587 + Penalty 2054.300701 = -4605186.220887 nChanged 36 SP:Iteration 91Q (5881.499359 sec): 3 clusters Score: Raw -4607250.139143 + Penalty 2054.300701 = -4605195.838442 nChanged 35 SP:Iteration 92Q (5881.588884 sec): 3 clusters Score: Raw -4607257.252058 + Penalty 2054.300701 = -4605202.951358 nChanged 26 SP:Iteration 93Q (5881.696136 sec): 3 clusters Score: Raw -4607262.029564 + Penalty 2054.300701 = -4605207.728863 nChanged 21 SP:Iteration 94Q (5881.778871 sec): 3 clusters Score: Raw -4607266.538931 + Penalty 2054.300701 = -4605212.238231 nChanged 24 SP:Iteration 95Q (5881.879376 sec): 3 clusters Score: Raw -4607272.060250 + Penalty 2054.300701 = -4605217.759549 nChanged 25 SP:Iteration 96Q (5881.981818 sec): 3 clusters Score: Raw -4607279.027836 + Penalty 2054.300701 = -4605224.727135 nChanged 26 SP:Iteration 97Q (5882.082730 sec): 3 clusters Score: Raw -4607286.235537 + Penalty 2054.300701 = -4605231.934836 nChanged 28 SP:Iteration 98Q (5882.181748 sec): 3 clusters Score: Raw -4607292.820397 + Penalty 2054.300701 = -4605238.519697 nChanged 28 SP:Iteration 99Q (5882.272073 sec): 3 clusters Score: Raw -4607300.866767 + Penalty 2054.300701 = -4605246.566067 nChanged 37 SP:Iteration 100F (5882.389441 sec): 3 clusters Score: Raw -4607309.872312 + Penalty 2054.300701 = -4605255.571611 nChanged 32 SP:Iteration 101Q (5882.494824 sec): 3 clusters Score: Raw -4607318.153299 + Penalty 2054.300701 = -4605263.852599 nChanged 25 SP:Iteration 102Q (5882.596018 sec): 3 clusters Score: Raw -4607323.786087 + Penalty 2054.300701 = -4605269.485387 nChanged 24 SP:Iteration 103Q (5882.697720 sec): 3 clusters Score: Raw -4607329.031828 + Penalty 2054.300701 = -4605274.731128 nChanged 17 SP:Iteration 104Q (5882.795955 sec): 3 clusters Score: Raw -4607332.601625 + Penalty 2054.300701 = -4605278.300925 nChanged 18 SP:Iteration 105Q (5882.893951 sec): 3 clusters Score: Raw -4607336.987951 + Penalty 2054.300701 = -4605282.687251 nChanged 25 SP:Iteration 106Q (5882.991340 sec): 3 clusters Score: Raw -4607342.336619 + Penalty 2054.300701 = -4605288.035919 nChanged 11 SP:Iteration 107Q (5883.094287 sec): 3 clusters Score: Raw -4607344.267955 + Penalty 2054.300701 = -4605289.967254 nChanged 7 SP:Iteration 108Q (5883.184749 sec): 3 clusters Score: Raw -4607346.004921 + Penalty 2054.300701 = -4605291.704221 nChanged 10 SP:Iteration 109Q (5883.272945 sec): 3 clusters Score: Raw -4607348.515698 + Penalty 2054.300701 = -4605294.214998 nChanged 10 SP:Iteration 110Q (5883.365128 sec): 3 clusters Score: Raw -4607350.508011 + Penalty 2054.300701 = -4605296.207310 nChanged 9 SP:Iteration 111Q (5883.459642 sec): 3 clusters Score: Raw -4607352.415558 + Penalty 2054.300701 = -4605298.114857 nChanged 9 SP:Iteration 112Q (5883.553312 sec): 3 clusters Score: Raw -4607353.843997 + Penalty 2054.300701 = -4605299.543296 nChanged 9 SP:Iteration 113Q (5883.652181 sec): 3 clusters Score: Raw -4607355.194185 + Penalty 2054.300701 = -4605300.893484 nChanged 11 SP:Iteration 114Q (5883.748815 sec): 3 clusters Score: Raw -4607357.600285 + Penalty 2054.300701 = -4605303.299584 nChanged 15 SP:Iteration 115Q (5883.843885 sec): 3 clusters Score: Raw -4607360.190390 + Penalty 2054.300701 = -4605305.889690 nChanged 7 SP:Iteration 116Q (5883.935409 sec): 3 clusters Score: Raw -4607361.088320 + Penalty 2054.300701 = -4605306.787619 nChanged 7 SP:Iteration 117Q (5884.029353 sec): 3 clusters Score: Raw -4607362.287778 + Penalty 2054.300701 = -4605307.987077 nChanged 5 SP:Iteration 118Q (5884.123808 sec): 3 clusters Score: Raw -4607363.259421 + Penalty 2054.300701 = -4605308.958720 nChanged 6 SP:Iteration 119Q (5884.209805 sec): 3 clusters Score: Raw -4607363.959076 + Penalty 2054.300701 = -4605309.658375 nChanged 6 SP:Iteration 120F (5884.316022 sec): 3 clusters Score: Raw -4607364.849514 + Penalty 2054.300701 = -4605310.548814 nChanged 4 SP:Iteration 121Q (5884.413130 sec): 3 clusters Score: Raw -4607365.328360 + Penalty 2054.300701 = -4605311.027660 nChanged 1 SP:Iteration 122Q (5884.506400 sec): 3 clusters Score: Raw -4607365.479735 + Penalty 2054.300701 = -4605311.179034 nChanged 1 SP:Iteration 123Q (5884.598443 sec): 3 clusters Score: Raw -4607365.660701 + Penalty 2054.300701 = -4605311.360001 nChanged 0 SP:Iteration 124F (5884.697769 sec): 3 clusters Score: Raw -4607365.660701 + Penalty 2054.300701 = -4605311.360001 nChanged 0 Trying to split cluster 7 (22657 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5884.733960 sec): 2 clusters Score: Raw -2100763.635760 + Penalty 952.681293 = -2099810.954467 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5884.812822 sec): 3 clusters Score: Raw -2086706.377011 + Penalty 1905.362585 = -2084801.014426 nChanged 10482 SP:Iteration 1F (5884.888653 sec): 3 clusters Score: Raw -2092611.297163 + Penalty 1905.362585 = -2090705.934578 nChanged 1114 SP:Iteration 2Q (5884.966232 sec): 3 clusters Score: Raw -2093071.286473 + Penalty 1905.362585 = -2091165.923888 nChanged 1147 SP:Iteration 3F (5885.034238 sec): 3 clusters Score: Raw -2093627.249704 + Penalty 1905.362585 = -2091721.887118 nChanged 1222 SP:Iteration 4F (5885.116759 sec): 3 clusters Score: Raw -2094293.002739 + Penalty 1905.362585 = -2092387.640154 nChanged 1319 SP:Iteration 5F (5885.185534 sec): 3 clusters Score: Raw -2095152.713689 + Penalty 1905.362585 = -2093247.351104 nChanged 1373 SP:Iteration 6F (5885.250958 sec): 3 clusters Score: Raw -2096152.045315 + Penalty 1905.362585 = -2094246.682729 nChanged 1359 SP:Iteration 7F (5885.316463 sec): 3 clusters Score: Raw -2096979.008619 + Penalty 1905.362585 = -2095073.646033 nChanged 1014 SP:Iteration 8Q (5885.393863 sec): 3 clusters Score: Raw -2097443.480262 + Penalty 1905.362585 = -2095538.117676 nChanged 707 SP:Iteration 9Q (5885.465591 sec): 3 clusters Score: Raw -2097666.443622 + Penalty 1905.362585 = -2095761.081037 nChanged 453 SP:Iteration 10Q (5885.550036 sec): 3 clusters Score: Raw -2097755.767138 + Penalty 1905.362585 = -2095850.404553 nChanged 289 SP:Iteration 11Q (5885.624398 sec): 3 clusters Score: Raw -2097804.404393 + Penalty 1905.362585 = -2095899.041807 nChanged 200 SP:Iteration 12Q (5885.699947 sec): 3 clusters Score: Raw -2097833.960837 + Penalty 1905.362585 = -2095928.598251 nChanged 157 SP:Iteration 13Q (5885.772452 sec): 3 clusters Score: Raw -2097854.854494 + Penalty 1905.362585 = -2095949.491909 nChanged 138 SP:Iteration 14Q (5885.843315 sec): 3 clusters Score: Raw -2097872.656640 + Penalty 1905.362585 = -2095967.294054 nChanged 131 SP:Iteration 15Q (5885.921400 sec): 3 clusters Score: Raw -2097889.632769 + Penalty 1905.362585 = -2095984.270183 nChanged 128 SP:Iteration 16Q (5885.995251 sec): 3 clusters Score: Raw -2097907.664778 + Penalty 1905.362585 = -2096002.302192 nChanged 141 SP:Iteration 17Q (5886.063608 sec): 3 clusters Score: Raw -2097929.277844 + Penalty 1905.362585 = -2096023.915259 nChanged 129 SP:Iteration 18Q (5886.137554 sec): 3 clusters Score: Raw -2097947.348548 + Penalty 1905.362585 = -2096041.985962 nChanged 119 SP:Iteration 19Q (5886.206941 sec): 3 clusters Score: Raw -2097962.207006 + Penalty 1905.362585 = -2096056.844421 nChanged 129 SP:Iteration 20F (5886.287981 sec): 3 clusters Score: Raw -2097980.983807 + Penalty 1905.362585 = -2096075.621222 nChanged 134 SP:Iteration 21Q (5886.364241 sec): 3 clusters Score: Raw -2098003.023935 + Penalty 1905.362585 = -2096097.661349 nChanged 130 SP:Iteration 22Q (5886.440152 sec): 3 clusters Score: Raw -2098019.372717 + Penalty 1905.362585 = -2096114.010132 nChanged 120 SP:Iteration 23Q (5886.515883 sec): 3 clusters Score: Raw -2098033.553250 + Penalty 1905.362585 = -2096128.190664 nChanged 129 SP:Iteration 24Q (5886.579845 sec): 3 clusters Score: Raw -2098052.348593 + Penalty 1905.362585 = -2096146.986008 nChanged 139 SP:Iteration 25Q (5886.662571 sec): 3 clusters Score: Raw -2098074.823646 + Penalty 1905.362585 = -2096169.461061 nChanged 144 SP:Iteration 26Q (5886.736773 sec): 3 clusters Score: Raw -2098097.152320 + Penalty 1905.362585 = -2096191.789735 nChanged 151 SP:Iteration 27Q (5886.813665 sec): 3 clusters Score: Raw -2098123.381435 + Penalty 1905.362585 = -2096218.018850 nChanged 175 SP:Iteration 28Q (5886.881503 sec): 3 clusters Score: Raw -2098159.696058 + Penalty 1905.362585 = -2096254.333473 nChanged 217 SP:Iteration 29Q (5886.959858 sec): 3 clusters Score: Raw -2098208.147293 + Penalty 1905.362585 = -2096302.784707 nChanged 225 SP:Iteration 30Q (5887.027420 sec): 3 clusters Score: Raw -2098252.596126 + Penalty 1905.362585 = -2096347.233541 nChanged 222 SP:Iteration 31Q (5887.104143 sec): 3 clusters Score: Raw -2098295.414398 + Penalty 1905.362585 = -2096390.051813 nChanged 198 SP:Iteration 32Q (5887.178350 sec): 3 clusters Score: Raw -2098337.170974 + Penalty 1905.362585 = -2096431.808389 nChanged 210 SP:Iteration 33Q (5887.249677 sec): 3 clusters Score: Raw -2098381.969614 + Penalty 1905.362585 = -2096476.607029 nChanged 199 SP:Iteration 34Q (5887.326674 sec): 3 clusters Score: Raw -2098425.095453 + Penalty 1905.362585 = -2096519.732867 nChanged 204 SP:Iteration 35Q (5887.395082 sec): 3 clusters Score: Raw -2098470.927135 + Penalty 1905.362585 = -2096565.564550 nChanged 216 SP:Iteration 36Q (5887.468822 sec): 3 clusters Score: Raw -2098518.310976 + Penalty 1905.362585 = -2096612.948391 nChanged 244 SP:Iteration 37Q (5887.548430 sec): 3 clusters Score: Raw -2098577.854306 + Penalty 1905.362585 = -2096672.491720 nChanged 273 SP:Iteration 38Q (5887.625348 sec): 3 clusters Score: Raw -2098656.168404 + Penalty 1905.362585 = -2096750.805818 nChanged 290 SP:Iteration 39Q (5887.701765 sec): 3 clusters Score: Raw -2098744.373980 + Penalty 1905.362585 = -2096839.011395 nChanged 306 SP:Iteration 40F (5887.779885 sec): 3 clusters Score: Raw -2098844.002689 + Penalty 1905.362585 = -2096938.640103 nChanged 334 SP:Iteration 41Q (5887.856413 sec): 3 clusters Score: Raw -2098962.460679 + Penalty 1905.362585 = -2097057.098094 nChanged 356 SP:Iteration 42Q (5887.912081 sec): 3 clusters Score: Raw -2099094.059378 + Penalty 1905.362585 = -2097188.696793 nChanged 372 SP:Iteration 43Q (5887.949949 sec): 3 clusters Score: Raw -2099249.773619 + Penalty 1905.362585 = -2097344.411034 nChanged 383 SP:Iteration 44Q (5887.987956 sec): 3 clusters Score: Raw -2099414.431539 + Penalty 1905.362585 = -2097509.068953 nChanged 377 SP:Iteration 45Q (5888.025784 sec): 3 clusters Score: Raw -2099582.819928 + Penalty 1905.362585 = -2097677.457342 nChanged 346 SP:Iteration 46Q (5888.063688 sec): 3 clusters Score: Raw -2099748.974053 + Penalty 1905.362585 = -2097843.611467 nChanged 341 SP:Iteration 47Q (5888.148431 sec): 3 clusters Score: Raw -2099916.571093 + Penalty 1905.362585 = -2098011.208508 nChanged 290 SP:Iteration 48Q (5888.224495 sec): 3 clusters Score: Raw -2100053.824518 + Penalty 1905.362585 = -2098148.461933 nChanged 254 SP:Iteration 49Q (5888.299682 sec): 3 clusters Score: Raw -2100172.526814 + Penalty 1905.362585 = -2098267.164228 nChanged 249 SP:Iteration 50Q (5888.363383 sec): 3 clusters Score: Raw -2100303.844154 + Penalty 1905.362585 = -2098398.481568 nChanged 225 SP:Iteration 51Q (5888.439949 sec): 3 clusters Score: Raw -2100424.965451 + Penalty 1905.362585 = -2098519.602865 nChanged 185 SP:Iteration 52Q (5888.509090 sec): 3 clusters Score: Raw -2100534.108410 + Penalty 1905.362585 = -2098628.745824 nChanged 155 SP:Iteration 53Q (5888.581908 sec): 3 clusters Score: Raw -2100631.567675 + Penalty 1905.362585 = -2098726.205090 nChanged 122 SP:Iteration 54Q (5888.654516 sec): 3 clusters Score: Raw -2100696.596070 + Penalty 1905.362585 = -2098791.233485 nChanged 79 SP:Iteration 55Q (5888.735316 sec): 3 clusters Score: Raw -2100738.334225 + Penalty 1905.362585 = -2098832.971640 nChanged 64 SP:Iteration 56Q (5888.808450 sec): 3 clusters Score: Raw -2100778.436579 + Penalty 1905.362585 = -2098873.073993 nChanged 54 SP:Iteration 57Q (5888.870282 sec): 3 clusters Score: Raw -2100815.724030 + Penalty 1905.362585 = -2098910.361445 nChanged 37 SP:Iteration 58Q (5888.942663 sec): 3 clusters Score: Raw -2100839.013345 + Penalty 1905.362585 = -2098933.650759 nChanged 26 SP:Iteration 59Q (5889.015510 sec): 3 clusters Score: Raw -2100855.583546 + Penalty 1905.362585 = -2098950.220961 nChanged 17 SP:Iteration 60F (5889.082821 sec): 3 clusters Score: Raw -2100867.436193 + Penalty 1905.362585 = -2098962.073608 nChanged 14 SP:Iteration 61Q (5889.154817 sec): 3 clusters Score: Raw -2100876.466008 + Penalty 1905.362585 = -2098971.103423 nChanged 12 SP:Iteration 62Q (5889.230816 sec): 3 clusters Score: Raw -2100883.566365 + Penalty 1905.362585 = -2098978.203780 nChanged 10 SP:Iteration 63Q (5889.301623 sec): 3 clusters Score: Raw -2100888.184650 + Penalty 1905.362585 = -2098982.822064 nChanged 6 SP:Iteration 64Q (5889.375350 sec): 3 clusters Score: Raw -2100891.730263 + Penalty 1905.362585 = -2098986.367677 nChanged 5 SP:Iteration 65Q (5889.436422 sec): 3 clusters Score: Raw -2100896.651942 + Penalty 1905.362585 = -2098991.289357 nChanged 8 SP:Iteration 66Q (5889.507145 sec): 3 clusters Score: Raw -2100903.275568 + Penalty 1905.362585 = -2098997.912982 nChanged 4 SP:Iteration 67Q (5889.574632 sec): 3 clusters Score: Raw -2100906.360147 + Penalty 1905.362585 = -2099000.997561 nChanged 5 SP:Iteration 68Q (5889.633205 sec): 3 clusters Score: Raw -2100909.813531 + Penalty 1905.362585 = -2099004.450946 nChanged 4 SP:Iteration 69Q (5889.699632 sec): 3 clusters Score: Raw -2100912.352329 + Penalty 1905.362585 = -2099006.989744 nChanged 4 SP:Iteration 70Q (5889.765543 sec): 3 clusters Score: Raw -2100913.530923 + Penalty 1905.362585 = -2099008.168338 nChanged 2 SP:Iteration 71Q (5889.831968 sec): 3 clusters Score: Raw -2100914.597720 + Penalty 1905.362585 = -2099009.235135 nChanged 2 SP:Iteration 72Q (5889.901927 sec): 3 clusters Score: Raw -2100915.440512 + Penalty 1905.362585 = -2099010.077926 nChanged 0 SP:Iteration 73F (5889.973621 sec): 3 clusters Score: Raw -2100915.440512 + Penalty 1905.362585 = -2099010.077926 nChanged 0 Trying to split cluster 8 (15015 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5890.013864 sec): 2 clusters Score: Raw -1425982.677568 + Penalty 913.596473 = -1425069.081094 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5890.080926 sec): 3 clusters Score: Raw -1416910.657632 + Penalty 1827.192946 = -1415083.464685 nChanged 6872 SP:Iteration 1F (5890.146207 sec): 3 clusters Score: Raw -1420889.336217 + Penalty 1827.192946 = -1419062.143271 nChanged 794 SP:Iteration 2F (5890.212884 sec): 3 clusters Score: Raw -1421183.291075 + Penalty 1827.192946 = -1419356.098129 nChanged 684 SP:Iteration 3Q (5890.264104 sec): 3 clusters Score: Raw -1421442.938396 + Penalty 1827.192946 = -1419615.745450 nChanged 660 SP:Iteration 4Q (5890.336672 sec): 3 clusters Score: Raw -1421668.697852 + Penalty 1827.192946 = -1419841.504906 nChanged 589 SP:Iteration 5Q (5890.405266 sec): 3 clusters Score: Raw -1421895.186289 + Penalty 1827.192946 = -1420067.993343 nChanged 574 SP:Iteration 6Q (5890.466632 sec): 3 clusters Score: Raw -1422148.535764 + Penalty 1827.192946 = -1420321.342818 nChanged 604 SP:Iteration 7Q (5890.510914 sec): 3 clusters Score: Raw -1422476.071764 + Penalty 1827.192946 = -1420648.878818 nChanged 636 SP:Iteration 8Q (5890.555516 sec): 3 clusters Score: Raw -1422841.399423 + Penalty 1827.192946 = -1421014.206477 nChanged 658 SP:Iteration 9Q (5890.586684 sec): 3 clusters Score: Raw -1423256.285390 + Penalty 1827.192946 = -1421429.092444 nChanged 667 SP:Iteration 10Q (5890.618146 sec): 3 clusters Score: Raw -1423681.442266 + Penalty 1827.192946 = -1421854.249320 nChanged 633 SP:Iteration 11Q (5890.649439 sec): 3 clusters Score: Raw -1424043.572565 + Penalty 1827.192946 = -1422216.379618 nChanged 487 SP:Iteration 12Q (5890.680407 sec): 3 clusters Score: Raw -1424261.574409 + Penalty 1827.192946 = -1422434.381463 nChanged 364 SP:Iteration 13Q (5890.721751 sec): 3 clusters Score: Raw -1424420.002738 + Penalty 1827.192946 = -1422592.809791 nChanged 296 SP:Iteration 14Q (5890.780114 sec): 3 clusters Score: Raw -1424550.741452 + Penalty 1827.192946 = -1422723.548505 nChanged 267 SP:Iteration 15Q (5890.845548 sec): 3 clusters Score: Raw -1424657.971795 + Penalty 1827.192946 = -1422830.778848 nChanged 246 SP:Iteration 16Q (5890.911857 sec): 3 clusters Score: Raw -1424753.585380 + Penalty 1827.192946 = -1422926.392434 nChanged 219 SP:Iteration 17Q (5890.978094 sec): 3 clusters Score: Raw -1424825.189180 + Penalty 1827.192946 = -1422997.996234 nChanged 170 SP:Iteration 18Q (5891.044538 sec): 3 clusters Score: Raw -1424871.767275 + Penalty 1827.192946 = -1423044.574329 nChanged 141 SP:Iteration 19Q (5891.110524 sec): 3 clusters Score: Raw -1424907.204670 + Penalty 1827.192946 = -1423080.011724 nChanged 134 SP:Iteration 20F (5891.166013 sec): 3 clusters Score: Raw -1424945.928562 + Penalty 1827.192946 = -1423118.735615 nChanged 146 SP:Iteration 21Q (5891.232232 sec): 3 clusters Score: Raw -1424988.156304 + Penalty 1827.192946 = -1423160.963358 nChanged 144 SP:Iteration 22Q (5891.300586 sec): 3 clusters Score: Raw -1425027.902518 + Penalty 1827.192946 = -1423200.709572 nChanged 140 SP:Iteration 23Q (5891.355229 sec): 3 clusters Score: Raw -1425070.981575 + Penalty 1827.192946 = -1423243.788628 nChanged 142 SP:Iteration 24Q (5891.413840 sec): 3 clusters Score: Raw -1425110.996467 + Penalty 1827.192946 = -1423283.803520 nChanged 151 SP:Iteration 25Q (5891.482107 sec): 3 clusters Score: Raw -1425155.707772 + Penalty 1827.192946 = -1423328.514826 nChanged 155 SP:Iteration 26Q (5891.547724 sec): 3 clusters Score: Raw -1425196.533442 + Penalty 1827.192946 = -1423369.340496 nChanged 162 SP:Iteration 27Q (5891.603536 sec): 3 clusters Score: Raw -1425237.201092 + Penalty 1827.192946 = -1423410.008146 nChanged 127 SP:Iteration 28Q (5891.667585 sec): 3 clusters Score: Raw -1425270.879778 + Penalty 1827.192946 = -1423443.686832 nChanged 131 SP:Iteration 29Q (5891.737261 sec): 3 clusters Score: Raw -1425306.787534 + Penalty 1827.192946 = -1423479.594588 nChanged 132 SP:Iteration 30Q (5891.807433 sec): 3 clusters Score: Raw -1425342.431607 + Penalty 1827.192946 = -1423515.238661 nChanged 118 SP:Iteration 31Q (5891.872570 sec): 3 clusters Score: Raw -1425374.471436 + Penalty 1827.192946 = -1423547.278490 nChanged 106 SP:Iteration 32Q (5891.929100 sec): 3 clusters Score: Raw -1425404.795820 + Penalty 1827.192946 = -1423577.602874 nChanged 113 SP:Iteration 33Q (5891.995057 sec): 3 clusters Score: Raw -1425437.094540 + Penalty 1827.192946 = -1423609.901594 nChanged 91 SP:Iteration 34Q (5892.059729 sec): 3 clusters Score: Raw -1425455.222600 + Penalty 1827.192946 = -1423628.029654 nChanged 84 SP:Iteration 35Q (5892.125309 sec): 3 clusters Score: Raw -1425472.010607 + Penalty 1827.192946 = -1423644.817660 nChanged 79 SP:Iteration 36Q (5892.190203 sec): 3 clusters Score: Raw -1425484.706245 + Penalty 1827.192946 = -1423657.513298 nChanged 56 SP:Iteration 37Q (5892.247863 sec): 3 clusters Score: Raw -1425494.608328 + Penalty 1827.192946 = -1423667.415382 nChanged 57 SP:Iteration 38Q (5892.304699 sec): 3 clusters Score: Raw -1425503.640801 + Penalty 1827.192946 = -1423676.447854 nChanged 57 SP:Iteration 39Q (5892.364747 sec): 3 clusters Score: Raw -1425512.487148 + Penalty 1827.192946 = -1423685.294202 nChanged 59 SP:Iteration 40F (5892.432120 sec): 3 clusters Score: Raw -1425522.766363 + Penalty 1827.192946 = -1423695.573417 nChanged 53 SP:Iteration 41Q (5892.488944 sec): 3 clusters Score: Raw -1425531.590839 + Penalty 1827.192946 = -1423704.397893 nChanged 52 SP:Iteration 42Q (5892.555546 sec): 3 clusters Score: Raw -1425541.112619 + Penalty 1827.192946 = -1423713.919673 nChanged 56 SP:Iteration 43Q (5892.619913 sec): 3 clusters Score: Raw -1425550.559382 + Penalty 1827.192946 = -1423723.366436 nChanged 56 SP:Iteration 44Q (5892.684866 sec): 3 clusters Score: Raw -1425560.516209 + Penalty 1827.192946 = -1423733.323263 nChanged 61 SP:Iteration 45Q (5892.737115 sec): 3 clusters Score: Raw -1425571.991924 + Penalty 1827.192946 = -1423744.798978 nChanged 74 SP:Iteration 46Q (5892.801625 sec): 3 clusters Score: Raw -1425587.621684 + Penalty 1827.192946 = -1423760.428737 nChanged 80 SP:Iteration 47Q (5892.863904 sec): 3 clusters Score: Raw -1425606.316453 + Penalty 1827.192946 = -1423779.123507 nChanged 83 SP:Iteration 48Q (5892.929367 sec): 3 clusters Score: Raw -1425626.351003 + Penalty 1827.192946 = -1423799.158057 nChanged 75 SP:Iteration 49Q (5893.002958 sec): 3 clusters Score: Raw -1425643.022133 + Penalty 1827.192946 = -1423815.829187 nChanged 94 SP:Iteration 50Q (5893.056678 sec): 3 clusters Score: Raw -1425666.304948 + Penalty 1827.192946 = -1423839.112001 nChanged 96 SP:Iteration 51Q (5893.121062 sec): 3 clusters Score: Raw -1425692.351491 + Penalty 1827.192946 = -1423865.158545 nChanged 97 SP:Iteration 52Q (5893.184006 sec): 3 clusters Score: Raw -1425721.402256 + Penalty 1827.192946 = -1423894.209310 nChanged 103 SP:Iteration 53Q (5893.248426 sec): 3 clusters Score: Raw -1425755.833756 + Penalty 1827.192946 = -1423928.640810 nChanged 119 SP:Iteration 54Q (5893.312948 sec): 3 clusters Score: Raw -1425801.106273 + Penalty 1827.192946 = -1423973.913326 nChanged 115 SP:Iteration 55Q (5893.378309 sec): 3 clusters Score: Raw -1425850.924596 + Penalty 1827.192946 = -1424023.731650 nChanged 95 SP:Iteration 56Q (5893.452664 sec): 3 clusters Score: Raw -1425901.479614 + Penalty 1827.192946 = -1424074.286668 nChanged 100 SP:Iteration 57Q (5893.516619 sec): 3 clusters Score: Raw -1425950.957246 + Penalty 1827.192946 = -1424123.764300 nChanged 99 SP:Iteration 58Q (5893.570029 sec): 3 clusters Score: Raw -1425991.939498 + Penalty 1827.192946 = -1424164.746552 nChanged 104 SP:Iteration 59Q (5893.632452 sec): 3 clusters Score: Raw -1426038.534132 + Penalty 1827.192946 = -1424211.341186 nChanged 94 SP:Iteration 60F (5893.691021 sec): 3 clusters Score: Raw -1426071.175186 + Penalty 1827.192946 = -1424243.982239 nChanged 75 SP:Iteration 61Q (5893.755280 sec): 3 clusters Score: Raw -1426093.144109 + Penalty 1827.192946 = -1424265.951163 nChanged 58 SP:Iteration 62Q (5893.814458 sec): 3 clusters Score: Raw -1426109.302766 + Penalty 1827.192946 = -1424282.109820 nChanged 53 SP:Iteration 63Q (5893.885266 sec): 3 clusters Score: Raw -1426126.863629 + Penalty 1827.192946 = -1424299.670683 nChanged 50 SP:Iteration 64Q (5893.938901 sec): 3 clusters Score: Raw -1426142.012759 + Penalty 1827.192946 = -1424314.819813 nChanged 54 SP:Iteration 65Q (5894.013664 sec): 3 clusters Score: Raw -1426157.051349 + Penalty 1827.192946 = -1424329.858403 nChanged 51 SP:Iteration 66Q (5894.059614 sec): 3 clusters Score: Raw -1426170.367378 + Penalty 1827.192946 = -1424343.174431 nChanged 36 SP:Iteration 67Q (5894.135085 sec): 3 clusters Score: Raw -1426178.850596 + Penalty 1827.192946 = -1424351.657650 nChanged 29 SP:Iteration 68Q (5894.199345 sec): 3 clusters Score: Raw -1426186.142530 + Penalty 1827.192946 = -1424358.949584 nChanged 29 SP:Iteration 69Q (5894.264540 sec): 3 clusters Score: Raw -1426192.184265 + Penalty 1827.192946 = -1424364.991319 nChanged 24 SP:Iteration 70Q (5894.320326 sec): 3 clusters Score: Raw -1426197.825327 + Penalty 1827.192946 = -1424370.632381 nChanged 22 SP:Iteration 71Q (5894.394032 sec): 3 clusters Score: Raw -1426202.570098 + Penalty 1827.192946 = -1424375.377151 nChanged 17 SP:Iteration 72Q (5894.458455 sec): 3 clusters Score: Raw -1426205.428070 + Penalty 1827.192946 = -1424378.235124 nChanged 9 SP:Iteration 73Q (5894.514197 sec): 3 clusters Score: Raw -1426206.501374 + Penalty 1827.192946 = -1424379.308428 nChanged 6 SP:Iteration 74Q (5894.587291 sec): 3 clusters Score: Raw -1426207.206398 + Penalty 1827.192946 = -1424380.013451 nChanged 4 SP:Iteration 75Q (5894.643193 sec): 3 clusters Score: Raw -1426207.991420 + Penalty 1827.192946 = -1424380.798473 nChanged 3 SP:Iteration 76Q (5894.706198 sec): 3 clusters Score: Raw -1426208.416324 + Penalty 1827.192946 = -1424381.223378 nChanged 4 SP:Iteration 77Q (5894.777966 sec): 3 clusters Score: Raw -1426208.796993 + Penalty 1827.192946 = -1424381.604046 nChanged 4 SP:Iteration 78Q (5894.841757 sec): 3 clusters Score: Raw -1426209.398625 + Penalty 1827.192946 = -1424382.205679 nChanged 2 SP:Iteration 79Q (5894.906451 sec): 3 clusters Score: Raw -1426209.519310 + Penalty 1827.192946 = -1424382.326364 nChanged 1 SP:Iteration 80F (5894.966204 sec): 3 clusters Score: Raw -1426209.570702 + Penalty 1827.192946 = -1424382.377756 nChanged 0 Trying to split cluster 9 (1934 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5894.996543 sec): 2 clusters Score: Raw -176211.411051 + Penalty 718.897839 = -175492.513212 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5895.044720 sec): 3 clusters Score: Raw -175278.763878 + Penalty 1437.795678 = -173840.968199 nChanged 774 SP:Iteration 1F (5895.077962 sec): 3 clusters Score: Raw -175796.894105 + Penalty 1437.795678 = -174359.098427 nChanged 164 SP:Iteration 2F (5895.126994 sec): 3 clusters Score: Raw -175939.842176 + Penalty 1437.795678 = -174502.046498 nChanged 141 SP:Iteration 3F (5895.175363 sec): 3 clusters Score: Raw -176094.865228 + Penalty 1437.795678 = -174657.069549 nChanged 136 SP:Iteration 4F (5895.225971 sec): 3 clusters Score: Raw -176248.677168 + Penalty 1437.795678 = -174810.881490 nChanged 116 SP:Iteration 5F (5895.281785 sec): 3 clusters Score: Raw -176383.929379 + Penalty 1437.795678 = -174946.133701 nChanged 110 SP:Iteration 6F (5895.329658 sec): 3 clusters Score: Raw -176497.650881 + Penalty 1437.795678 = -175059.855203 nChanged 75 SP:Iteration 7Q (5895.375351 sec): 3 clusters Score: Raw -176555.683350 + Penalty 1437.795678 = -175117.887671 nChanged 44 SP:Iteration 8Q (5895.423732 sec): 3 clusters Score: Raw -176593.518960 + Penalty 1437.795678 = -175155.723282 nChanged 37 SP:Iteration 9Q (5895.461492 sec): 3 clusters Score: Raw -176616.531453 + Penalty 1437.795678 = -175178.735774 nChanged 23 SP:Iteration 10Q (5895.515567 sec): 3 clusters Score: Raw -176626.921649 + Penalty 1437.795678 = -175189.125970 nChanged 12 SP:Iteration 11Q (5895.564541 sec): 3 clusters Score: Raw -176631.321303 + Penalty 1437.795678 = -175193.525625 nChanged 9 SP:Iteration 12Q (5895.615940 sec): 3 clusters Score: Raw -176636.208035 + Penalty 1437.795678 = -175198.412357 nChanged 8 SP:Iteration 13Q (5895.667311 sec): 3 clusters Score: Raw -176639.684977 + Penalty 1437.795678 = -175201.889299 nChanged 6 SP:Iteration 14Q (5895.713395 sec): 3 clusters Score: Raw -176641.931882 + Penalty 1437.795678 = -175204.136203 nChanged 4 SP:Iteration 15Q (5895.763473 sec): 3 clusters Score: Raw -176643.168745 + Penalty 1437.795678 = -175205.373067 nChanged 1 SP:Iteration 16Q (5895.814831 sec): 3 clusters Score: Raw -176643.345358 + Penalty 1437.795678 = -175205.549680 nChanged 0 SP:Iteration 17F (5895.856233 sec): 3 clusters Score: Raw -176643.345358 + Penalty 1437.795678 = -175205.549680 nChanged 0 Trying to split cluster 10 (68812 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5895.963102 sec): 2 clusters Score: Raw -6525346.034786 + Penalty 1058.217676 = -6524287.817110 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5896.091102 sec): 3 clusters Score: Raw -6480357.229675 + Penalty 2116.435351 = -6478240.794324 nChanged 32987 SP:Iteration 1F (5896.234421 sec): 3 clusters Score: Raw -6500754.529564 + Penalty 2116.435351 = -6498638.094212 nChanged 3869 SP:Iteration 2F (5896.363042 sec): 3 clusters Score: Raw -6502777.133085 + Penalty 2116.435351 = -6500660.697734 nChanged 4470 SP:Iteration 3F (5896.491579 sec): 3 clusters Score: Raw -6505794.511869 + Penalty 2116.435351 = -6503678.076518 nChanged 4993 SP:Iteration 4F (5896.620509 sec): 3 clusters Score: Raw -6510032.275169 + Penalty 2116.435351 = -6507915.839818 nChanged 4735 SP:Iteration 5F (5896.742737 sec): 3 clusters Score: Raw -6514420.079862 + Penalty 2116.435351 = -6512303.644511 nChanged 3883 SP:Iteration 6F (5896.876416 sec): 3 clusters Score: Raw -6517665.043187 + Penalty 2116.435351 = -6515548.607836 nChanged 2786 SP:Iteration 7Q (5897.009750 sec): 3 clusters Score: Raw -6519257.500546 + Penalty 2116.435351 = -6517141.065195 nChanged 1761 SP:Iteration 8Q (5897.135978 sec): 3 clusters Score: Raw -6520030.967498 + Penalty 2116.435351 = -6517914.532146 nChanged 1313 SP:Iteration 9Q (5897.273020 sec): 3 clusters Score: Raw -6520549.481547 + Penalty 2116.435351 = -6518433.046196 nChanged 1107 SP:Iteration 10Q (5897.401071 sec): 3 clusters Score: Raw -6520965.483869 + Penalty 2116.435351 = -6518849.048517 nChanged 1091 SP:Iteration 11Q (5897.522202 sec): 3 clusters Score: Raw -6521394.483456 + Penalty 2116.435351 = -6519278.048104 nChanged 1076 SP:Iteration 12Q (5897.627981 sec): 3 clusters Score: Raw -6521841.072885 + Penalty 2116.435351 = -6519724.637533 nChanged 1065 SP:Iteration 13Q (5897.755286 sec): 3 clusters Score: Raw -6522268.697966 + Penalty 2116.435351 = -6520152.262615 nChanged 993 SP:Iteration 14Q (5897.873085 sec): 3 clusters Score: Raw -6522677.257584 + Penalty 2116.435351 = -6520560.822233 nChanged 969 SP:Iteration 15Q (5897.979971 sec): 3 clusters Score: Raw -6523083.620777 + Penalty 2116.435351 = -6520967.185426 nChanged 934 SP:Iteration 16Q (5898.086074 sec): 3 clusters Score: Raw -6523483.040710 + Penalty 2116.435351 = -6521366.605359 nChanged 796 SP:Iteration 17Q (5898.179033 sec): 3 clusters Score: Raw -6523805.972496 + Penalty 2116.435351 = -6521689.537145 nChanged 717 SP:Iteration 18Q (5898.284712 sec): 3 clusters Score: Raw -6524079.002433 + Penalty 2116.435351 = -6521962.567082 nChanged 629 SP:Iteration 19Q (5898.413045 sec): 3 clusters Score: Raw -6524312.595785 + Penalty 2116.435351 = -6522196.160434 nChanged 564 SP:Iteration 20F (5898.548809 sec): 3 clusters Score: Raw -6524511.285774 + Penalty 2116.435351 = -6522394.850423 nChanged 507 SP:Iteration 21Q (5898.664884 sec): 3 clusters Score: Raw -6524688.429647 + Penalty 2116.435351 = -6522571.994296 nChanged 421 SP:Iteration 22Q (5898.794505 sec): 3 clusters Score: Raw -6524837.593624 + Penalty 2116.435351 = -6522721.158273 nChanged 357 SP:Iteration 23Q (5898.920619 sec): 3 clusters Score: Raw -6524966.322141 + Penalty 2116.435351 = -6522849.886790 nChanged 315 SP:Iteration 24Q (5899.057546 sec): 3 clusters Score: Raw -6525076.842385 + Penalty 2116.435351 = -6522960.407034 nChanged 266 SP:Iteration 25Q (5899.182947 sec): 3 clusters Score: Raw -6525168.341736 + Penalty 2116.435351 = -6523051.906385 nChanged 230 SP:Iteration 26Q (5899.303824 sec): 3 clusters Score: Raw -6525248.025882 + Penalty 2116.435351 = -6523131.590531 nChanged 194 SP:Iteration 27Q (5899.417922 sec): 3 clusters Score: Raw -6525316.555969 + Penalty 2116.435351 = -6523200.120618 nChanged 175 SP:Iteration 28Q (5899.531207 sec): 3 clusters Score: Raw -6525377.253870 + Penalty 2116.435351 = -6523260.818519 nChanged 145 SP:Iteration 29Q (5899.647841 sec): 3 clusters Score: Raw -6525423.815362 + Penalty 2116.435351 = -6523307.380011 nChanged 99 SP:Iteration 30Q (5899.767631 sec): 3 clusters Score: Raw -6525458.123794 + Penalty 2116.435351 = -6523341.688442 nChanged 92 SP:Iteration 31Q (5899.885570 sec): 3 clusters Score: Raw -6525485.009080 + Penalty 2116.435351 = -6523368.573728 nChanged 60 SP:Iteration 32Q (5900.004524 sec): 3 clusters Score: Raw -6525502.572623 + Penalty 2116.435351 = -6523386.137271 nChanged 68 SP:Iteration 33Q (5900.120967 sec): 3 clusters Score: Raw -6525524.028172 + Penalty 2116.435351 = -6523407.592821 nChanged 48 SP:Iteration 34Q (5900.239691 sec): 3 clusters Score: Raw -6525539.328247 + Penalty 2116.435351 = -6523422.892895 nChanged 42 SP:Iteration 35Q (5900.357996 sec): 3 clusters Score: Raw -6525550.159930 + Penalty 2116.435351 = -6523433.724579 nChanged 32 SP:Iteration 36Q (5900.477816 sec): 3 clusters Score: Raw -6525559.076770 + Penalty 2116.435351 = -6523442.641419 nChanged 26 SP:Iteration 37Q (5900.587545 sec): 3 clusters Score: Raw -6525564.419112 + Penalty 2116.435351 = -6523447.983761 nChanged 17 SP:Iteration 38Q (5900.707028 sec): 3 clusters Score: Raw -6525567.297434 + Penalty 2116.435351 = -6523450.862083 nChanged 13 SP:Iteration 39Q (5900.823763 sec): 3 clusters Score: Raw -6525570.350267 + Penalty 2116.435351 = -6523453.914916 nChanged 12 SP:Iteration 40F (5900.946237 sec): 3 clusters Score: Raw -6525572.916289 + Penalty 2116.435351 = -6523456.480938 nChanged 14 SP:Iteration 41Q (5901.066080 sec): 3 clusters Score: Raw -6525576.452284 + Penalty 2116.435351 = -6523460.016933 nChanged 19 SP:Iteration 42Q (5901.184942 sec): 3 clusters Score: Raw -6525581.369614 + Penalty 2116.435351 = -6523464.934262 nChanged 21 SP:Iteration 43Q (5901.306905 sec): 3 clusters Score: Raw -6525586.153191 + Penalty 2116.435351 = -6523469.717840 nChanged 12 SP:Iteration 44Q (5901.421190 sec): 3 clusters Score: Raw -6525589.547796 + Penalty 2116.435351 = -6523473.112445 nChanged 9 SP:Iteration 45Q (5901.529127 sec): 3 clusters Score: Raw -6525592.352202 + Penalty 2116.435351 = -6523475.916851 nChanged 8 SP:Iteration 46Q (5901.615846 sec): 3 clusters Score: Raw -6525594.661357 + Penalty 2116.435351 = -6523478.226006 nChanged 9 SP:Iteration 47Q (5901.702293 sec): 3 clusters Score: Raw -6525596.342445 + Penalty 2116.435351 = -6523479.907093 nChanged 6 SP:Iteration 48Q (5901.788793 sec): 3 clusters Score: Raw -6525597.434875 + Penalty 2116.435351 = -6523480.999524 nChanged 7 SP:Iteration 49Q (5901.875342 sec): 3 clusters Score: Raw -6525598.600628 + Penalty 2116.435351 = -6523482.165277 nChanged 6 SP:Iteration 50Q (5901.961410 sec): 3 clusters Score: Raw -6525599.679212 + Penalty 2116.435351 = -6523483.243861 nChanged 6 SP:Iteration 51Q (5902.047751 sec): 3 clusters Score: Raw -6525602.126319 + Penalty 2116.435351 = -6523485.690968 nChanged 7 SP:Iteration 52Q (5902.166532 sec): 3 clusters Score: Raw -6525603.077481 + Penalty 2116.435351 = -6523486.642129 nChanged 7 SP:Iteration 53Q (5902.285630 sec): 3 clusters Score: Raw -6525605.309214 + Penalty 2116.435351 = -6523488.873863 nChanged 7 SP:Iteration 54Q (5902.405818 sec): 3 clusters Score: Raw -6525606.525136 + Penalty 2116.435351 = -6523490.089785 nChanged 4 SP:Iteration 55Q (5902.515388 sec): 3 clusters Score: Raw -6525607.626786 + Penalty 2116.435351 = -6523491.191435 nChanged 4 SP:Iteration 56Q (5902.636884 sec): 3 clusters Score: Raw -6525608.604129 + Penalty 2116.435351 = -6523492.168778 nChanged 5 SP:Iteration 57Q (5902.756893 sec): 3 clusters Score: Raw -6525609.643073 + Penalty 2116.435351 = -6523493.207721 nChanged 2 SP:Iteration 58Q (5902.875319 sec): 3 clusters Score: Raw -6525610.262423 + Penalty 2116.435351 = -6523493.827072 nChanged 2 SP:Iteration 59Q (5902.985585 sec): 3 clusters Score: Raw -6525610.579672 + Penalty 2116.435351 = -6523494.144320 nChanged 2 SP:Iteration 60F (5903.118678 sec): 3 clusters Score: Raw -6525610.833309 + Penalty 2116.435351 = -6523494.397958 nChanged 2 SP:Iteration 61Q (5903.231322 sec): 3 clusters Score: Raw -6525611.243597 + Penalty 2116.435351 = -6523494.808246 nChanged 1 SP:Iteration 62Q (5903.344718 sec): 3 clusters Score: Raw -6525611.399230 + Penalty 2116.435351 = -6523494.963878 nChanged 0 SP:Iteration 63F (5903.475742 sec): 3 clusters Score: Raw -6525611.399230 + Penalty 2116.435351 = -6523494.963878 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5903.497659 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5903.542898 sec): 3 clusters Score: Raw -16273.189484 + Penalty 1023.054062 = -15250.135422 nChanged 47 SP:Iteration 1F (5903.576018 sec): 3 clusters Score: Raw -16451.124091 + Penalty 1023.054062 = -15428.070029 nChanged 26 SP:Iteration 2F (5903.632992 sec): 3 clusters Score: Raw -16599.356178 + Penalty 1023.054062 = -15576.302116 nChanged 16 SP:Iteration 3F (5903.673416 sec): 3 clusters Score: Raw -16740.499157 + Penalty 1023.054062 = -15717.445095 nChanged 16 SP:Iteration 4F (5903.725651 sec): 3 clusters Score: Raw -16787.094944 + Penalty 1023.054062 = -15764.040882 nChanged 8 SP:Iteration 5Q (5903.770237 sec): 3 clusters Score: Raw -16814.515772 + Penalty 1023.054062 = -15791.461711 nChanged 8 SP:Iteration 6Q (5903.809571 sec): 3 clusters Score: Raw -16860.660197 + Penalty 1023.054062 = -15837.606136 nChanged 8 SP:Iteration 7Q (5903.850604 sec): 3 clusters Score: Raw -16896.156823 + Penalty 1023.054062 = -15873.102761 nChanged 4 SP:Iteration 8Q (5903.899922 sec): 3 clusters Score: Raw -16903.505436 + Penalty 1023.054062 = -15880.451375 nChanged 1 SP:Iteration 9Q (5903.943283 sec): 3 clusters Score: Raw -16904.150694 + Penalty 1023.054062 = -15881.096632 nChanged 1 SP:Iteration 10Q (5903.993799 sec): 3 clusters Score: Raw -16906.511928 + Penalty 1023.054062 = -15883.457866 nChanged 0 SP:Iteration 11F (5904.037942 sec): 3 clusters Score: Raw -16906.511928 + Penalty 1023.054062 = -15883.457866 nChanged 0 Score: Raw -89569458.010561 + Penalty 55047.896722 = -89514410.113839 Splitting cluster 11 changes total score from -89515001.931437 to -89514410.113839 So it's not getting split. Trying to split cluster 12 (25553 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5924.461562 sec): 2 clusters Score: Raw -2273736.621854 + Penalty 964.108451 = -2272772.513404 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5924.539307 sec): 3 clusters Score: Raw -2257688.067177 + Penalty 1928.216901 = -2255759.850276 nChanged 11999 SP:Iteration 1F (5924.619644 sec): 3 clusters Score: Raw -2264584.134362 + Penalty 1928.216901 = -2262655.917460 nChanged 1364 SP:Iteration 2F (5924.696284 sec): 3 clusters Score: Raw -2265249.244025 + Penalty 1928.216901 = -2263321.027124 nChanged 1555 SP:Iteration 3F (5924.776883 sec): 3 clusters Score: Raw -2266149.703119 + Penalty 1928.216901 = -2264221.486218 nChanged 1663 SP:Iteration 4F (5924.855392 sec): 3 clusters Score: Raw -2267341.403543 + Penalty 1928.216901 = -2265413.186642 nChanged 1884 SP:Iteration 5F (5924.931686 sec): 3 clusters Score: Raw -2268900.529726 + Penalty 1928.216901 = -2266972.312825 nChanged 1833 SP:Iteration 6F (5925.012128 sec): 3 clusters Score: Raw -2270551.128093 + Penalty 1928.216901 = -2268622.911192 nChanged 1486 SP:Iteration 7F (5925.091361 sec): 3 clusters Score: Raw -2271880.547624 + Penalty 1928.216901 = -2269952.330723 nChanged 1046 SP:Iteration 8Q (5925.171607 sec): 3 clusters Score: Raw -2272785.556065 + Penalty 1928.216901 = -2270857.339164 nChanged 616 SP:Iteration 9Q (5925.249017 sec): 3 clusters Score: Raw -2273300.807354 + Penalty 1928.216901 = -2271372.590453 nChanged 297 SP:Iteration 10Q (5925.325231 sec): 3 clusters Score: Raw -2273533.153920 + Penalty 1928.216901 = -2271604.937019 nChanged 142 SP:Iteration 11Q (5925.400390 sec): 3 clusters Score: Raw -2273655.419885 + Penalty 1928.216901 = -2271727.202983 nChanged 79 SP:Iteration 12Q (5925.469468 sec): 3 clusters Score: Raw -2273714.307805 + Penalty 1928.216901 = -2271786.090904 nChanged 40 SP:Iteration 13Q (5925.541199 sec): 3 clusters Score: Raw -2273751.413469 + Penalty 1928.216901 = -2271823.196568 nChanged 21 SP:Iteration 14Q (5925.614521 sec): 3 clusters Score: Raw -2273775.916869 + Penalty 1928.216901 = -2271847.699968 nChanged 15 SP:Iteration 15Q (5925.693896 sec): 3 clusters Score: Raw -2273790.373378 + Penalty 1928.216901 = -2271862.156477 nChanged 10 SP:Iteration 16Q (5925.759559 sec): 3 clusters Score: Raw -2273804.361881 + Penalty 1928.216901 = -2271876.144980 nChanged 7 SP:Iteration 17Q (5925.837485 sec): 3 clusters Score: Raw -2273813.809631 + Penalty 1928.216901 = -2271885.592730 nChanged 4 SP:Iteration 18Q (5925.900751 sec): 3 clusters Score: Raw -2273821.835125 + Penalty 1928.216901 = -2271893.618224 nChanged 5 SP:Iteration 19Q (5925.964759 sec): 3 clusters Score: Raw -2273828.147769 + Penalty 1928.216901 = -2271899.930868 nChanged 2 SP:Iteration 20F (5926.039773 sec): 3 clusters Score: Raw -2273829.776870 + Penalty 1928.216901 = -2271901.559969 nChanged 2 SP:Iteration 21Q (5926.119244 sec): 3 clusters Score: Raw -2273830.525289 + Penalty 1928.216901 = -2271902.308388 nChanged 1 SP:Iteration 22Q (5926.184789 sec): 3 clusters Score: Raw -2273831.823472 + Penalty 1928.216901 = -2271903.606571 nChanged 0 SP:Iteration 23F (5926.259343 sec): 3 clusters Score: Raw -2273831.823472 + Penalty 1928.216901 = -2271903.606571 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5926.320474 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5926.408110 sec): 3 clusters Score: Raw -2659520.579966 + Penalty 1947.550096 = -2657573.029870 nChanged 13253 SP:Iteration 1F (5926.478098 sec): 3 clusters Score: Raw -2667287.269227 + Penalty 1947.550096 = -2665339.719131 nChanged 1324 SP:Iteration 2Q (5926.566027 sec): 3 clusters Score: Raw -2667823.155681 + Penalty 1947.550096 = -2665875.605585 nChanged 1466 SP:Iteration 3F (5926.660300 sec): 3 clusters Score: Raw -2668575.092856 + Penalty 1947.550096 = -2666627.542760 nChanged 1658 SP:Iteration 4F (5926.730166 sec): 3 clusters Score: Raw -2669574.740711 + Penalty 1947.550096 = -2667627.190615 nChanged 1827 SP:Iteration 5F (5926.812753 sec): 3 clusters Score: Raw -2670906.219394 + Penalty 1947.550096 = -2668958.669298 nChanged 1955 SP:Iteration 6F (5926.901631 sec): 3 clusters Score: Raw -2672496.710676 + Penalty 1947.550096 = -2670549.160580 nChanged 1693 SP:Iteration 7F (5926.974406 sec): 3 clusters Score: Raw -2673667.172538 + Penalty 1947.550096 = -2671719.622442 nChanged 1274 SP:Iteration 8Q (5927.053089 sec): 3 clusters Score: Raw -2674304.034907 + Penalty 1947.550096 = -2672356.484811 nChanged 872 SP:Iteration 9Q (5927.132477 sec): 3 clusters Score: Raw -2674654.747308 + Penalty 1947.550096 = -2672707.197212 nChanged 655 SP:Iteration 10Q (5927.214019 sec): 3 clusters Score: Raw -2674933.380577 + Penalty 1947.550096 = -2672985.830480 nChanged 650 SP:Iteration 11Q (5927.296995 sec): 3 clusters Score: Raw -2675211.231228 + Penalty 1947.550096 = -2673263.681131 nChanged 629 SP:Iteration 12Q (5927.375954 sec): 3 clusters Score: Raw -2675465.564218 + Penalty 1947.550096 = -2673518.014122 nChanged 586 SP:Iteration 13Q (5927.455826 sec): 3 clusters Score: Raw -2675717.796044 + Penalty 1947.550096 = -2673770.245948 nChanged 567 SP:Iteration 14Q (5927.541945 sec): 3 clusters Score: Raw -2675932.691736 + Penalty 1947.550096 = -2673985.141640 nChanged 513 SP:Iteration 15Q (5927.612970 sec): 3 clusters Score: Raw -2676117.623976 + Penalty 1947.550096 = -2674170.073880 nChanged 500 SP:Iteration 16Q (5927.696412 sec): 3 clusters Score: Raw -2676296.935340 + Penalty 1947.550096 = -2674349.385244 nChanged 475 SP:Iteration 17Q (5927.776589 sec): 3 clusters Score: Raw -2676472.478718 + Penalty 1947.550096 = -2674524.928622 nChanged 475 SP:Iteration 18Q (5927.859425 sec): 3 clusters Score: Raw -2676659.631516 + Penalty 1947.550096 = -2674712.081420 nChanged 465 SP:Iteration 19Q (5927.945915 sec): 3 clusters Score: Raw -2676867.455680 + Penalty 1947.550096 = -2674919.905584 nChanged 465 SP:Iteration 20F (5928.027550 sec): 3 clusters Score: Raw -2677125.899829 + Penalty 1947.550096 = -2675178.349733 nChanged 479 SP:Iteration 21Q (5928.110047 sec): 3 clusters Score: Raw -2677416.435406 + Penalty 1947.550096 = -2675468.885310 nChanged 424 SP:Iteration 22Q (5928.196626 sec): 3 clusters Score: Raw -2677657.633646 + Penalty 1947.550096 = -2675710.083550 nChanged 377 SP:Iteration 23Q (5928.285029 sec): 3 clusters Score: Raw -2677832.000211 + Penalty 1947.550096 = -2675884.450115 nChanged 312 SP:Iteration 24Q (5928.369002 sec): 3 clusters Score: Raw -2677947.983804 + Penalty 1947.550096 = -2676000.433708 nChanged 282 SP:Iteration 25Q (5928.453437 sec): 3 clusters Score: Raw -2678023.520469 + Penalty 1947.550096 = -2676075.970373 nChanged 195 SP:Iteration 26Q (5928.537884 sec): 3 clusters Score: Raw -2678064.854209 + Penalty 1947.550096 = -2676117.304113 nChanged 176 SP:Iteration 27Q (5928.613897 sec): 3 clusters Score: Raw -2678097.176874 + Penalty 1947.550096 = -2676149.626778 nChanged 157 SP:Iteration 28Q (5928.685340 sec): 3 clusters Score: Raw -2678121.680438 + Penalty 1947.550096 = -2676174.130342 nChanged 126 SP:Iteration 29Q (5928.770258 sec): 3 clusters Score: Raw -2678137.182699 + Penalty 1947.550096 = -2676189.632603 nChanged 98 SP:Iteration 30Q (5928.823285 sec): 3 clusters Score: Raw -2678147.806718 + Penalty 1947.550096 = -2676200.256622 nChanged 99 SP:Iteration 31Q (5928.889785 sec): 3 clusters Score: Raw -2678158.206702 + Penalty 1947.550096 = -2676210.656605 nChanged 78 SP:Iteration 32Q (5928.970112 sec): 3 clusters Score: Raw -2678165.158018 + Penalty 1947.550096 = -2676217.607921 nChanged 73 SP:Iteration 33Q (5929.032404 sec): 3 clusters Score: Raw -2678171.368391 + Penalty 1947.550096 = -2676223.818295 nChanged 70 SP:Iteration 34Q (5929.077442 sec): 3 clusters Score: Raw -2678176.903885 + Penalty 1947.550096 = -2676229.353788 nChanged 79 SP:Iteration 35Q (5929.123319 sec): 3 clusters Score: Raw -2678183.916392 + Penalty 1947.550096 = -2676236.366296 nChanged 80 SP:Iteration 36Q (5929.177251 sec): 3 clusters Score: Raw -2678191.997371 + Penalty 1947.550096 = -2676244.447275 nChanged 82 SP:Iteration 37Q (5929.231341 sec): 3 clusters Score: Raw -2678200.455526 + Penalty 1947.550096 = -2676252.905430 nChanged 79 SP:Iteration 38Q (5929.289250 sec): 3 clusters Score: Raw -2678208.027937 + Penalty 1947.550096 = -2676260.477841 nChanged 68 SP:Iteration 39Q (5929.347200 sec): 3 clusters Score: Raw -2678213.241294 + Penalty 1947.550096 = -2676265.691198 nChanged 63 SP:Iteration 40F (5929.406531 sec): 3 clusters Score: Raw -2678218.780423 + Penalty 1947.550096 = -2676271.230327 nChanged 57 SP:Iteration 41Q (5929.451544 sec): 3 clusters Score: Raw -2678222.674074 + Penalty 1947.550096 = -2676275.123978 nChanged 51 SP:Iteration 42Q (5929.535423 sec): 3 clusters Score: Raw -2678225.775846 + Penalty 1947.550096 = -2676278.225750 nChanged 44 SP:Iteration 43Q (5929.621555 sec): 3 clusters Score: Raw -2678228.600825 + Penalty 1947.550096 = -2676281.050729 nChanged 46 SP:Iteration 44Q (5929.697510 sec): 3 clusters Score: Raw -2678231.506350 + Penalty 1947.550096 = -2676283.956254 nChanged 49 SP:Iteration 45Q (5929.788954 sec): 3 clusters Score: Raw -2678234.864750 + Penalty 1947.550096 = -2676287.314654 nChanged 44 SP:Iteration 46Q (5929.832060 sec): 3 clusters Score: Raw -2678237.530586 + Penalty 1947.550096 = -2676289.980489 nChanged 35 SP:Iteration 47Q (5929.877804 sec): 3 clusters Score: Raw -2678239.957330 + Penalty 1947.550096 = -2676292.407233 nChanged 39 SP:Iteration 48Q (5929.922747 sec): 3 clusters Score: Raw -2678243.075335 + Penalty 1947.550096 = -2676295.525239 nChanged 43 SP:Iteration 49Q (5929.968054 sec): 3 clusters Score: Raw -2678246.051367 + Penalty 1947.550096 = -2676298.501271 nChanged 33 SP:Iteration 50Q (5930.013569 sec): 3 clusters Score: Raw -2678248.222905 + Penalty 1947.550096 = -2676300.672809 nChanged 31 SP:Iteration 51Q (5930.059143 sec): 3 clusters Score: Raw -2678250.111359 + Penalty 1947.550096 = -2676302.561262 nChanged 39 SP:Iteration 52Q (5930.134422 sec): 3 clusters Score: Raw -2678252.136862 + Penalty 1947.550096 = -2676304.586765 nChanged 21 SP:Iteration 53Q (5930.212267 sec): 3 clusters Score: Raw -2678253.071835 + Penalty 1947.550096 = -2676305.521739 nChanged 20 SP:Iteration 54Q (5930.284005 sec): 3 clusters Score: Raw -2678254.164542 + Penalty 1947.550096 = -2676306.614445 nChanged 18 SP:Iteration 55Q (5930.353116 sec): 3 clusters Score: Raw -2678255.427678 + Penalty 1947.550096 = -2676307.877581 nChanged 29 SP:Iteration 56Q (5930.431522 sec): 3 clusters Score: Raw -2678257.462944 + Penalty 1947.550096 = -2676309.912847 nChanged 35 SP:Iteration 57Q (5930.498983 sec): 3 clusters Score: Raw -2678259.674129 + Penalty 1947.550096 = -2676312.124033 nChanged 28 SP:Iteration 58Q (5930.571983 sec): 3 clusters Score: Raw -2678260.955454 + Penalty 1947.550096 = -2676313.405358 nChanged 21 SP:Iteration 59Q (5930.652857 sec): 3 clusters Score: Raw -2678262.027473 + Penalty 1947.550096 = -2676314.477377 nChanged 21 SP:Iteration 60F (5930.737270 sec): 3 clusters Score: Raw -2678263.252178 + Penalty 1947.550096 = -2676315.702082 nChanged 23 SP:Iteration 61Q (5930.817149 sec): 3 clusters Score: Raw -2678264.686500 + Penalty 1947.550096 = -2676317.136403 nChanged 21 SP:Iteration 62Q (5930.895623 sec): 3 clusters Score: Raw -2678265.888748 + Penalty 1947.550096 = -2676318.338652 nChanged 19 SP:Iteration 63Q (5930.985879 sec): 3 clusters Score: Raw -2678266.813046 + Penalty 1947.550096 = -2676319.262950 nChanged 16 SP:Iteration 64Q (5931.063831 sec): 3 clusters Score: Raw -2678267.586911 + Penalty 1947.550096 = -2676320.036815 nChanged 17 SP:Iteration 65Q (5931.142966 sec): 3 clusters Score: Raw -2678268.356403 + Penalty 1947.550096 = -2676320.806307 nChanged 8 SP:Iteration 66Q (5931.220530 sec): 3 clusters Score: Raw -2678268.641800 + Penalty 1947.550096 = -2676321.091704 nChanged 8 SP:Iteration 67Q (5931.299920 sec): 3 clusters Score: Raw -2678269.032360 + Penalty 1947.550096 = -2676321.482264 nChanged 11 SP:Iteration 68Q (5931.371068 sec): 3 clusters Score: Raw -2678269.453437 + Penalty 1947.550096 = -2676321.903341 nChanged 6 SP:Iteration 69Q (5931.448572 sec): 3 clusters Score: Raw -2678269.584749 + Penalty 1947.550096 = -2676322.034652 nChanged 4 SP:Iteration 70Q (5931.528870 sec): 3 clusters Score: Raw -2678269.663585 + Penalty 1947.550096 = -2676322.113489 nChanged 4 SP:Iteration 71Q (5931.607871 sec): 3 clusters Score: Raw -2678269.752282 + Penalty 1947.550096 = -2676322.202186 nChanged 1 SP:Iteration 72Q (5931.687522 sec): 3 clusters Score: Raw -2678269.773292 + Penalty 1947.550096 = -2676322.223196 nChanged 1 SP:Iteration 73Q (5931.766695 sec): 3 clusters Score: Raw -2678269.797726 + Penalty 1947.550096 = -2676322.247630 nChanged 1 SP:Iteration 74Q (5931.846780 sec): 3 clusters Score: Raw -2678269.830549 + Penalty 1947.550096 = -2676322.280453 nChanged 1 SP:Iteration 75Q (5931.925908 sec): 3 clusters Score: Raw -2678269.841233 + Penalty 1947.550096 = -2676322.291137 nChanged 0 SP:Iteration 76F (5932.008742 sec): 3 clusters Score: Raw -2678269.841233 + Penalty 1947.550096 = -2676322.291137 nChanged 0 Trying to split cluster 14 (6154 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5932.029559 sec): 2 clusters Score: Raw -550476.774862 + Penalty 828.861468 = -549647.913394 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5932.084503 sec): 3 clusters Score: Raw -546990.416812 + Penalty 1657.722936 = -545332.693876 nChanged 2732 SP:Iteration 1F (5932.139218 sec): 3 clusters Score: Raw -548450.414398 + Penalty 1657.722936 = -546792.691463 nChanged 403 SP:Iteration 2F (5932.192563 sec): 3 clusters Score: Raw -548639.529180 + Penalty 1657.722936 = -546981.806244 nChanged 348 SP:Iteration 3F (5932.247580 sec): 3 clusters Score: Raw -548814.120342 + Penalty 1657.722936 = -547156.397406 nChanged 326 SP:Iteration 4F (5932.303762 sec): 3 clusters Score: Raw -548975.654055 + Penalty 1657.722936 = -547317.931119 nChanged 301 SP:Iteration 5Q (5932.358829 sec): 3 clusters Score: Raw -549124.788182 + Penalty 1657.722936 = -547467.065247 nChanged 275 SP:Iteration 6Q (5932.414038 sec): 3 clusters Score: Raw -549277.216678 + Penalty 1657.722936 = -547619.493743 nChanged 262 SP:Iteration 7Q (5932.468897 sec): 3 clusters Score: Raw -549425.138303 + Penalty 1657.722936 = -547767.415367 nChanged 245 SP:Iteration 8Q (5932.523669 sec): 3 clusters Score: Raw -549585.748359 + Penalty 1657.722936 = -547928.025424 nChanged 257 SP:Iteration 9Q (5932.578084 sec): 3 clusters Score: Raw -549769.085734 + Penalty 1657.722936 = -548111.362799 nChanged 241 SP:Iteration 10Q (5932.644519 sec): 3 clusters Score: Raw -549964.824578 + Penalty 1657.722936 = -548307.101642 nChanged 222 SP:Iteration 11Q (5932.688986 sec): 3 clusters Score: Raw -550121.738674 + Penalty 1657.722936 = -548464.015738 nChanged 174 SP:Iteration 12Q (5932.744530 sec): 3 clusters Score: Raw -550246.382422 + Penalty 1657.722936 = -548588.659486 nChanged 144 SP:Iteration 13Q (5932.798627 sec): 3 clusters Score: Raw -550338.280561 + Penalty 1657.722936 = -548680.557626 nChanged 134 SP:Iteration 14Q (5932.854447 sec): 3 clusters Score: Raw -550419.945722 + Penalty 1657.722936 = -548762.222787 nChanged 127 SP:Iteration 15Q (5932.891702 sec): 3 clusters Score: Raw -550495.904713 + Penalty 1657.722936 = -548838.181777 nChanged 109 SP:Iteration 16Q (5932.943425 sec): 3 clusters Score: Raw -550559.703627 + Penalty 1657.722936 = -548901.980692 nChanged 89 SP:Iteration 17Q (5932.998787 sec): 3 clusters Score: Raw -550604.586490 + Penalty 1657.722936 = -548946.863555 nChanged 72 SP:Iteration 18Q (5933.053840 sec): 3 clusters Score: Raw -550644.233551 + Penalty 1657.722936 = -548986.510616 nChanged 65 SP:Iteration 19Q (5933.114814 sec): 3 clusters Score: Raw -550682.065536 + Penalty 1657.722936 = -549024.342600 nChanged 71 SP:Iteration 20F (5933.140027 sec): 3 clusters Score: Raw -550717.912127 + Penalty 1657.722936 = -549060.189191 nChanged 53 SP:Iteration 21Q (5933.200808 sec): 3 clusters Score: Raw -550751.931123 + Penalty 1657.722936 = -549094.208187 nChanged 55 SP:Iteration 22Q (5933.247528 sec): 3 clusters Score: Raw -550791.616822 + Penalty 1657.722936 = -549133.893886 nChanged 53 SP:Iteration 23Q (5933.293994 sec): 3 clusters Score: Raw -550825.510729 + Penalty 1657.722936 = -549167.787793 nChanged 45 SP:Iteration 24Q (5933.352872 sec): 3 clusters Score: Raw -550849.559763 + Penalty 1657.722936 = -549191.836827 nChanged 36 SP:Iteration 25Q (5933.403852 sec): 3 clusters Score: Raw -550866.369618 + Penalty 1657.722936 = -549208.646682 nChanged 24 SP:Iteration 26Q (5933.452036 sec): 3 clusters Score: Raw -550875.163190 + Penalty 1657.722936 = -549217.440254 nChanged 21 SP:Iteration 27Q (5933.495279 sec): 3 clusters Score: Raw -550883.121329 + Penalty 1657.722936 = -549225.398393 nChanged 22 SP:Iteration 28Q (5933.554433 sec): 3 clusters Score: Raw -550890.851430 + Penalty 1657.722936 = -549233.128495 nChanged 17 SP:Iteration 29Q (5933.604392 sec): 3 clusters Score: Raw -550896.132760 + Penalty 1657.722936 = -549238.409824 nChanged 15 SP:Iteration 30Q (5933.651972 sec): 3 clusters Score: Raw -550901.499366 + Penalty 1657.722936 = -549243.776430 nChanged 7 SP:Iteration 31Q (5933.704684 sec): 3 clusters Score: Raw -550903.286363 + Penalty 1657.722936 = -549245.563428 nChanged 2 SP:Iteration 32Q (5933.749091 sec): 3 clusters Score: Raw -550903.703706 + Penalty 1657.722936 = -549245.980770 nChanged 1 SP:Iteration 33Q (5933.809340 sec): 3 clusters Score: Raw -550904.579542 + Penalty 1657.722936 = -549246.856606 nChanged 1 SP:Iteration 34Q (5933.855132 sec): 3 clusters Score: Raw -550904.657867 + Penalty 1657.722936 = -549246.934931 nChanged 0 SP:Iteration 35F (5933.905548 sec): 3 clusters Score: Raw -550904.657867 + Penalty 1657.722936 = -549246.934931 nChanged 0 Trying to split cluster 15 (2646 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5933.923068 sec): 2 clusters Score: Raw -242292.848484 + Penalty 748.676413 = -241544.172072 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5933.982852 sec): 3 clusters Score: Raw -240948.781919 + Penalty 1497.352825 = -239451.429093 nChanged 1071 SP:Iteration 1F (5934.025358 sec): 3 clusters Score: Raw -241545.340957 + Penalty 1497.352825 = -240047.988132 nChanged 201 SP:Iteration 2F (5934.066166 sec): 3 clusters Score: Raw -241659.952164 + Penalty 1497.352825 = -240162.599339 nChanged 169 SP:Iteration 3F (5934.116002 sec): 3 clusters Score: Raw -241774.138351 + Penalty 1497.352825 = -240276.785525 nChanged 153 SP:Iteration 4F (5934.164934 sec): 3 clusters Score: Raw -241903.463235 + Penalty 1497.352825 = -240406.110409 nChanged 156 SP:Iteration 5F (5934.202500 sec): 3 clusters Score: Raw -242012.044669 + Penalty 1497.352825 = -240514.691843 nChanged 139 SP:Iteration 6F (5934.241806 sec): 3 clusters Score: Raw -242098.802891 + Penalty 1497.352825 = -240601.450066 nChanged 107 SP:Iteration 7Q (5934.294568 sec): 3 clusters Score: Raw -242164.505200 + Penalty 1497.352825 = -240667.152374 nChanged 84 SP:Iteration 8Q (5934.335117 sec): 3 clusters Score: Raw -242207.582808 + Penalty 1497.352825 = -240710.229983 nChanged 60 SP:Iteration 9Q (5934.393006 sec): 3 clusters Score: Raw -242241.322444 + Penalty 1497.352825 = -240743.969618 nChanged 59 SP:Iteration 10Q (5934.447298 sec): 3 clusters Score: Raw -242268.835716 + Penalty 1497.352825 = -240771.482890 nChanged 56 SP:Iteration 11Q (5934.491716 sec): 3 clusters Score: Raw -242303.631724 + Penalty 1497.352825 = -240806.278898 nChanged 59 SP:Iteration 12Q (5934.539641 sec): 3 clusters Score: Raw -242351.281384 + Penalty 1497.352825 = -240853.928559 nChanged 54 SP:Iteration 13Q (5934.576336 sec): 3 clusters Score: Raw -242389.004080 + Penalty 1497.352825 = -240891.651254 nChanged 42 SP:Iteration 14Q (5934.592277 sec): 3 clusters Score: Raw -242413.708033 + Penalty 1497.352825 = -240916.355207 nChanged 37 SP:Iteration 15Q (5934.602229 sec): 3 clusters Score: Raw -242439.345708 + Penalty 1497.352825 = -240941.992883 nChanged 46 SP:Iteration 16Q (5934.611975 sec): 3 clusters Score: Raw -242470.854335 + Penalty 1497.352825 = -240973.501509 nChanged 36 SP:Iteration 17Q (5934.621783 sec): 3 clusters Score: Raw -242502.741137 + Penalty 1497.352825 = -241005.388311 nChanged 34 SP:Iteration 18Q (5934.631463 sec): 3 clusters Score: Raw -242526.148896 + Penalty 1497.352825 = -241028.796070 nChanged 24 SP:Iteration 19Q (5934.670738 sec): 3 clusters Score: Raw -242536.907118 + Penalty 1497.352825 = -241039.554293 nChanged 13 SP:Iteration 20F (5934.726620 sec): 3 clusters Score: Raw -242543.190527 + Penalty 1497.352825 = -241045.837701 nChanged 12 SP:Iteration 21Q (5934.777507 sec): 3 clusters Score: Raw -242548.451550 + Penalty 1497.352825 = -241051.098725 nChanged 7 SP:Iteration 22Q (5934.817924 sec): 3 clusters Score: Raw -242551.215395 + Penalty 1497.352825 = -241053.862569 nChanged 9 SP:Iteration 23Q (5934.878650 sec): 3 clusters Score: Raw -242555.151102 + Penalty 1497.352825 = -241057.798277 nChanged 7 SP:Iteration 24Q (5934.931659 sec): 3 clusters Score: Raw -242557.752015 + Penalty 1497.352825 = -241060.399190 nChanged 6 SP:Iteration 25Q (5934.972060 sec): 3 clusters Score: Raw -242559.896009 + Penalty 1497.352825 = -241062.543184 nChanged 5 SP:Iteration 26Q (5935.026218 sec): 3 clusters Score: Raw -242562.052683 + Penalty 1497.352825 = -241064.699857 nChanged 4 SP:Iteration 27Q (5935.063175 sec): 3 clusters Score: Raw -242564.429384 + Penalty 1497.352825 = -241067.076558 nChanged 2 SP:Iteration 28Q (5935.115201 sec): 3 clusters Score: Raw -242565.529224 + Penalty 1497.352825 = -241068.176398 nChanged 3 SP:Iteration 29Q (5935.178415 sec): 3 clusters Score: Raw -242567.213753 + Penalty 1497.352825 = -241069.860927 nChanged 4 SP:Iteration 30Q (5935.227347 sec): 3 clusters Score: Raw -242568.245349 + Penalty 1497.352825 = -241070.892524 nChanged 2 SP:Iteration 31Q (5935.275545 sec): 3 clusters Score: Raw -242568.700106 + Penalty 1497.352825 = -241071.347280 nChanged 3 SP:Iteration 32Q (5935.307995 sec): 3 clusters Score: Raw -242569.517982 + Penalty 1497.352825 = -241072.165157 nChanged 1 SP:Iteration 33Q (5935.356909 sec): 3 clusters Score: Raw -242569.594789 + Penalty 1497.352825 = -241072.241963 nChanged 2 SP:Iteration 34Q (5935.406502 sec): 3 clusters Score: Raw -242570.024454 + Penalty 1497.352825 = -241072.671629 nChanged 1 SP:Iteration 35Q (5935.466718 sec): 3 clusters Score: Raw -242570.123684 + Penalty 1497.352825 = -241072.770858 nChanged 0 SP:Iteration 36F (5935.510087 sec): 3 clusters Score: Raw -242570.123684 + Penalty 1497.352825 = -241072.770858 nChanged 0 Trying to split cluster 16 (17498 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5935.558980 sec): 2 clusters Score: Raw -1601845.992923 + Penalty 928.134977 = -1600917.857946 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5935.620742 sec): 3 clusters Score: Raw -1591160.931077 + Penalty 1856.269955 = -1589304.661122 nChanged 7987 SP:Iteration 1F (5935.691144 sec): 3 clusters Score: Raw -1595890.620718 + Penalty 1856.269955 = -1594034.350763 nChanged 954 SP:Iteration 2F (5935.767754 sec): 3 clusters Score: Raw -1596334.905907 + Penalty 1856.269955 = -1594478.635952 nChanged 970 SP:Iteration 3F (5935.836338 sec): 3 clusters Score: Raw -1596867.773941 + Penalty 1856.269955 = -1595011.503987 nChanged 1046 SP:Iteration 4F (5935.897062 sec): 3 clusters Score: Raw -1597556.346679 + Penalty 1856.269955 = -1595700.076725 nChanged 1129 SP:Iteration 5F (5935.966260 sec): 3 clusters Score: Raw -1598420.434163 + Penalty 1856.269955 = -1596564.164208 nChanged 1165 SP:Iteration 6F (5936.037795 sec): 3 clusters Score: Raw -1599430.170183 + Penalty 1856.269955 = -1597573.900229 nChanged 1057 SP:Iteration 7F (5936.103057 sec): 3 clusters Score: Raw -1600366.484002 + Penalty 1856.269955 = -1598510.214047 nChanged 774 SP:Iteration 8Q (5936.177600 sec): 3 clusters Score: Raw -1601072.331796 + Penalty 1856.269955 = -1599216.061842 nChanged 494 SP:Iteration 9Q (5936.242272 sec): 3 clusters Score: Raw -1601485.193469 + Penalty 1856.269955 = -1599628.923514 nChanged 249 SP:Iteration 10Q (5936.307570 sec): 3 clusters Score: Raw -1601685.066219 + Penalty 1856.269955 = -1599828.796265 nChanged 156 SP:Iteration 11Q (5936.370164 sec): 3 clusters Score: Raw -1601818.064687 + Penalty 1856.269955 = -1599961.794732 nChanged 85 SP:Iteration 12Q (5936.425041 sec): 3 clusters Score: Raw -1601892.930587 + Penalty 1856.269955 = -1600036.660632 nChanged 48 SP:Iteration 13Q (5936.481637 sec): 3 clusters Score: Raw -1601931.484767 + Penalty 1856.269955 = -1600075.214812 nChanged 44 SP:Iteration 14Q (5936.542928 sec): 3 clusters Score: Raw -1601958.419505 + Penalty 1856.269955 = -1600102.149550 nChanged 19 SP:Iteration 15Q (5936.617851 sec): 3 clusters Score: Raw -1601974.223144 + Penalty 1856.269955 = -1600117.953190 nChanged 21 SP:Iteration 16Q (5936.672533 sec): 3 clusters Score: Raw -1601990.773772 + Penalty 1856.269955 = -1600134.503817 nChanged 19 SP:Iteration 17Q (5936.740512 sec): 3 clusters Score: Raw -1602006.962305 + Penalty 1856.269955 = -1600150.692351 nChanged 13 SP:Iteration 18Q (5936.805585 sec): 3 clusters Score: Raw -1602016.808003 + Penalty 1856.269955 = -1600160.538048 nChanged 12 SP:Iteration 19Q (5936.870751 sec): 3 clusters Score: Raw -1602022.430567 + Penalty 1856.269955 = -1600166.160612 nChanged 3 SP:Iteration 20F (5936.939385 sec): 3 clusters Score: Raw -1602023.474338 + Penalty 1856.269955 = -1600167.204383 nChanged 4 SP:Iteration 21Q (5937.003489 sec): 3 clusters Score: Raw -1602024.827405 + Penalty 1856.269955 = -1600168.557450 nChanged 3 SP:Iteration 22Q (5937.063834 sec): 3 clusters Score: Raw -1602026.049550 + Penalty 1856.269955 = -1600169.779596 nChanged 2 SP:Iteration 23Q (5937.122200 sec): 3 clusters Score: Raw -1602027.417027 + Penalty 1856.269955 = -1600171.147073 nChanged 0 SP:Iteration 24F (5937.182810 sec): 3 clusters Score: Raw -1602027.417027 + Penalty 1856.269955 = -1600171.147073 nChanged 0 Trying to split cluster 17 (57305 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5937.273498 sec): 2 clusters Score: Raw -5247309.055566 + Penalty 1040.833600 = -5246268.221966 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5937.374586 sec): 3 clusters Score: Raw -5210061.364683 + Penalty 2081.667200 = -5207979.697482 nChanged 27342 SP:Iteration 1F (5937.498605 sec): 3 clusters Score: Raw -5226972.606492 + Penalty 2081.667200 = -5224890.939292 nChanged 2663 SP:Iteration 2Q (5937.614109 sec): 3 clusters Score: Raw -5227994.782895 + Penalty 2081.667200 = -5225913.115695 nChanged 2910 SP:Iteration 3F (5937.745211 sec): 3 clusters Score: Raw -5229249.715943 + Penalty 2081.667200 = -5227168.048742 nChanged 3062 SP:Iteration 4F (5937.868331 sec): 3 clusters Score: Raw -5230803.574319 + Penalty 2081.667200 = -5228721.907119 nChanged 3283 SP:Iteration 5F (5937.977544 sec): 3 clusters Score: Raw -5232848.171500 + Penalty 2081.667200 = -5230766.504300 nChanged 3397 SP:Iteration 6F (5938.095241 sec): 3 clusters Score: Raw -5235479.298290 + Penalty 2081.667200 = -5233397.631090 nChanged 3232 SP:Iteration 7F (5938.203096 sec): 3 clusters Score: Raw -5238273.955322 + Penalty 2081.667200 = -5236192.288122 nChanged 2655 SP:Iteration 8Q (5938.322136 sec): 3 clusters Score: Raw -5240561.737036 + Penalty 2081.667200 = -5238480.069836 nChanged 2038 SP:Iteration 9Q (5938.445793 sec): 3 clusters Score: Raw -5242064.493424 + Penalty 2081.667200 = -5239982.826224 nChanged 1478 SP:Iteration 10Q (5938.562084 sec): 3 clusters Score: Raw -5242941.066251 + Penalty 2081.667200 = -5240859.399050 nChanged 1136 SP:Iteration 11Q (5938.683430 sec): 3 clusters Score: Raw -5243537.367864 + Penalty 2081.667200 = -5241455.700663 nChanged 995 SP:Iteration 12Q (5938.795403 sec): 3 clusters Score: Raw -5244043.428703 + Penalty 2081.667200 = -5241961.761503 nChanged 881 SP:Iteration 13Q (5938.906454 sec): 3 clusters Score: Raw -5244467.093955 + Penalty 2081.667200 = -5242385.426755 nChanged 781 SP:Iteration 14Q (5939.016837 sec): 3 clusters Score: Raw -5244838.061293 + Penalty 2081.667200 = -5242756.394093 nChanged 710 SP:Iteration 15Q (5939.126212 sec): 3 clusters Score: Raw -5245182.459249 + Penalty 2081.667200 = -5243100.792048 nChanged 654 SP:Iteration 16Q (5939.228916 sec): 3 clusters Score: Raw -5245500.695466 + Penalty 2081.667200 = -5243419.028266 nChanged 604 SP:Iteration 17Q (5939.337156 sec): 3 clusters Score: Raw -5245788.992423 + Penalty 2081.667200 = -5243707.325223 nChanged 546 SP:Iteration 18Q (5939.433813 sec): 3 clusters Score: Raw -5246056.923297 + Penalty 2081.667200 = -5243975.256097 nChanged 497 SP:Iteration 19Q (5939.540149 sec): 3 clusters Score: Raw -5246303.563345 + Penalty 2081.667200 = -5244221.896145 nChanged 446 SP:Iteration 20F (5939.657101 sec): 3 clusters Score: Raw -5246542.693876 + Penalty 2081.667200 = -5244461.026675 nChanged 409 SP:Iteration 21Q (5939.762319 sec): 3 clusters Score: Raw -5246751.690032 + Penalty 2081.667200 = -5244670.022831 nChanged 334 SP:Iteration 22Q (5939.859679 sec): 3 clusters Score: Raw -5246910.949830 + Penalty 2081.667200 = -5244829.282630 nChanged 289 SP:Iteration 23Q (5939.965355 sec): 3 clusters Score: Raw -5247063.359394 + Penalty 2081.667200 = -5244981.692194 nChanged 256 SP:Iteration 24Q (5940.076229 sec): 3 clusters Score: Raw -5247199.225906 + Penalty 2081.667200 = -5245117.558706 nChanged 229 SP:Iteration 25Q (5940.175841 sec): 3 clusters Score: Raw -5247322.143727 + Penalty 2081.667200 = -5245240.476527 nChanged 194 SP:Iteration 26Q (5940.294879 sec): 3 clusters Score: Raw -5247424.472728 + Penalty 2081.667200 = -5245342.805528 nChanged 149 SP:Iteration 27Q (5940.394584 sec): 3 clusters Score: Raw -5247496.359779 + Penalty 2081.667200 = -5245414.692579 nChanged 126 SP:Iteration 28Q (5940.507710 sec): 3 clusters Score: Raw -5247563.720709 + Penalty 2081.667200 = -5245482.053509 nChanged 116 SP:Iteration 29Q (5940.619077 sec): 3 clusters Score: Raw -5247618.863605 + Penalty 2081.667200 = -5245537.196405 nChanged 81 SP:Iteration 30Q (5940.732398 sec): 3 clusters Score: Raw -5247657.047569 + Penalty 2081.667200 = -5245575.380368 nChanged 63 SP:Iteration 31Q (5940.847147 sec): 3 clusters Score: Raw -5247682.182395 + Penalty 2081.667200 = -5245600.515195 nChanged 56 SP:Iteration 32Q (5940.956824 sec): 3 clusters Score: Raw -5247699.949037 + Penalty 2081.667200 = -5245618.281837 nChanged 33 SP:Iteration 33Q (5941.065600 sec): 3 clusters Score: Raw -5247709.595734 + Penalty 2081.667200 = -5245627.928534 nChanged 31 SP:Iteration 34Q (5941.174616 sec): 3 clusters Score: Raw -5247718.846351 + Penalty 2081.667200 = -5245637.179151 nChanged 35 SP:Iteration 35Q (5941.283503 sec): 3 clusters Score: Raw -5247730.579643 + Penalty 2081.667200 = -5245648.912443 nChanged 37 SP:Iteration 36Q (5941.392102 sec): 3 clusters Score: Raw -5247743.574412 + Penalty 2081.667200 = -5245661.907212 nChanged 34 SP:Iteration 37Q (5941.500875 sec): 3 clusters Score: Raw -5247754.102388 + Penalty 2081.667200 = -5245672.435188 nChanged 21 SP:Iteration 38Q (5941.599100 sec): 3 clusters Score: Raw -5247759.005666 + Penalty 2081.667200 = -5245677.338465 nChanged 12 SP:Iteration 39Q (5941.700123 sec): 3 clusters Score: Raw -5247761.061493 + Penalty 2081.667200 = -5245679.394292 nChanged 11 SP:Iteration 40F (5941.826588 sec): 3 clusters Score: Raw -5247763.226116 + Penalty 2081.667200 = -5245681.558916 nChanged 10 SP:Iteration 41Q (5941.916616 sec): 3 clusters Score: Raw -5247766.002680 + Penalty 2081.667200 = -5245684.335480 nChanged 8 SP:Iteration 42Q (5942.030944 sec): 3 clusters Score: Raw -5247768.368474 + Penalty 2081.667200 = -5245686.701274 nChanged 3 SP:Iteration 43Q (5942.126822 sec): 3 clusters Score: Raw -5247768.850374 + Penalty 2081.667200 = -5245687.183173 nChanged 1 SP:Iteration 44Q (5942.238759 sec): 3 clusters Score: Raw -5247769.066926 + Penalty 2081.667200 = -5245687.399726 nChanged 0 SP:Iteration 45F (5942.350664 sec): 3 clusters Score: Raw -5247769.066926 + Penalty 2081.667200 = -5245687.399726 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5942.390430 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5942.442178 sec): 3 clusters Score: Raw -156012.729391 + Penalty 1420.422134 = -154592.307257 nChanged 660 SP:Iteration 1F (5942.490157 sec): 3 clusters Score: Raw -156421.241711 + Penalty 1420.422134 = -155000.819577 nChanged 155 SP:Iteration 2F (5942.538403 sec): 3 clusters Score: Raw -156552.813055 + Penalty 1420.422134 = -155132.390921 nChanged 121 SP:Iteration 3F (5942.589507 sec): 3 clusters Score: Raw -156690.378216 + Penalty 1420.422134 = -155269.956082 nChanged 126 SP:Iteration 4F (5942.633966 sec): 3 clusters Score: Raw -156852.409020 + Penalty 1420.422134 = -155431.986886 nChanged 115 SP:Iteration 5F (5942.679022 sec): 3 clusters Score: Raw -156961.849922 + Penalty 1420.422134 = -155541.427788 nChanged 98 SP:Iteration 6F (5942.725346 sec): 3 clusters Score: Raw -157047.025189 + Penalty 1420.422134 = -155626.603055 nChanged 82 SP:Iteration 7Q (5942.759026 sec): 3 clusters Score: Raw -157107.959721 + Penalty 1420.422134 = -155687.537587 nChanged 56 SP:Iteration 8Q (5942.807526 sec): 3 clusters Score: Raw -157145.215371 + Penalty 1420.422134 = -155724.793237 nChanged 38 SP:Iteration 9Q (5942.864058 sec): 3 clusters Score: Raw -157170.472247 + Penalty 1420.422134 = -155750.050113 nChanged 31 SP:Iteration 10Q (5942.909321 sec): 3 clusters Score: Raw -157185.963766 + Penalty 1420.422134 = -155765.541632 nChanged 14 SP:Iteration 11Q (5942.948747 sec): 3 clusters Score: Raw -157193.320581 + Penalty 1420.422134 = -155772.898447 nChanged 7 SP:Iteration 12Q (5942.986656 sec): 3 clusters Score: Raw -157195.784558 + Penalty 1420.422134 = -155775.362423 nChanged 4 SP:Iteration 13Q (5943.008911 sec): 3 clusters Score: Raw -157197.983343 + Penalty 1420.422134 = -155777.561208 nChanged 7 SP:Iteration 14Q (5943.015784 sec): 3 clusters Score: Raw -157200.578659 + Penalty 1420.422134 = -155780.156525 nChanged 5 SP:Iteration 15Q (5943.022341 sec): 3 clusters Score: Raw -157202.218757 + Penalty 1420.422134 = -155781.796623 nChanged 1 SP:Iteration 16Q (5943.028952 sec): 3 clusters Score: Raw -157202.788183 + Penalty 1420.422134 = -155782.366049 nChanged 1 SP:Iteration 17Q (5943.035504 sec): 3 clusters Score: Raw -157203.030715 + Penalty 1420.422134 = -155782.608581 nChanged 0 SP:Iteration 18F (5943.042080 sec): 3 clusters Score: Raw -157203.030715 + Penalty 1420.422134 = -155782.608581 nChanged 0 Trying to split cluster 19 (28833 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5943.087205 sec): 2 clusters Score: Raw -2780719.971125 + Penalty 975.581205 = -2779744.389920 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5943.180010 sec): 3 clusters Score: Raw -2762336.380791 + Penalty 1951.162410 = -2760385.218381 nChanged 13538 SP:Iteration 1F (5943.263982 sec): 3 clusters Score: Raw -2770358.736831 + Penalty 1951.162410 = -2768407.574420 nChanged 1406 SP:Iteration 2Q (5943.335128 sec): 3 clusters Score: Raw -2770932.560848 + Penalty 1951.162410 = -2768981.398438 nChanged 1570 SP:Iteration 3F (5943.427243 sec): 3 clusters Score: Raw -2771763.064403 + Penalty 1951.162410 = -2769811.901993 nChanged 1934 SP:Iteration 4F (5943.511426 sec): 3 clusters Score: Raw -2773041.304362 + Penalty 1951.162410 = -2771090.141952 nChanged 2241 SP:Iteration 5F (5943.589419 sec): 3 clusters Score: Raw -2774854.377452 + Penalty 1951.162410 = -2772903.215042 nChanged 2263 SP:Iteration 6F (5943.647200 sec): 3 clusters Score: Raw -2776885.240954 + Penalty 1951.162410 = -2774934.078543 nChanged 1859 SP:Iteration 7F (5943.692734 sec): 3 clusters Score: Raw -2778650.919329 + Penalty 1951.162410 = -2776699.756919 nChanged 1217 SP:Iteration 8Q (5943.773581 sec): 3 clusters Score: Raw -2779819.088514 + Penalty 1951.162410 = -2777867.926104 nChanged 610 SP:Iteration 9Q (5943.854795 sec): 3 clusters Score: Raw -2780399.975969 + Penalty 1951.162410 = -2778448.813559 nChanged 265 SP:Iteration 10Q (5943.935080 sec): 3 clusters Score: Raw -2780665.025303 + Penalty 1951.162410 = -2778713.862893 nChanged 100 SP:Iteration 11Q (5944.020275 sec): 3 clusters Score: Raw -2780770.474285 + Penalty 1951.162410 = -2778819.311875 nChanged 34 SP:Iteration 12Q (5944.103602 sec): 3 clusters Score: Raw -2780811.997300 + Penalty 1951.162410 = -2778860.834889 nChanged 25 SP:Iteration 13Q (5944.181894 sec): 3 clusters Score: Raw -2780855.482876 + Penalty 1951.162410 = -2778904.320466 nChanged 6 SP:Iteration 14Q (5944.260040 sec): 3 clusters Score: Raw -2780862.550058 + Penalty 1951.162410 = -2778911.387648 nChanged 6 SP:Iteration 15Q (5944.336092 sec): 3 clusters Score: Raw -2780867.339067 + Penalty 1951.162410 = -2778916.176657 nChanged 3 SP:Iteration 16Q (5944.414348 sec): 3 clusters Score: Raw -2780871.202591 + Penalty 1951.162410 = -2778920.040181 nChanged 0 SP:Iteration 17F (5944.488651 sec): 3 clusters Score: Raw -2780871.202591 + Penalty 1951.162410 = -2778920.040181 nChanged 0 Trying to split cluster 20 (21745 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5944.547279 sec): 2 clusters Score: Raw -1856159.142780 + Penalty 948.778217 = -1855210.364563 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5944.624400 sec): 3 clusters Score: Raw -1842818.948792 + Penalty 1897.556434 = -1840921.392358 nChanged 10019 SP:Iteration 1F (5944.700399 sec): 3 clusters Score: Raw -1848816.401960 + Penalty 1897.556434 = -1846918.845526 nChanged 1299 SP:Iteration 2F (5944.776254 sec): 3 clusters Score: Raw -1849550.809062 + Penalty 1897.556434 = -1847653.252629 nChanged 1327 SP:Iteration 3F (5944.849154 sec): 3 clusters Score: Raw -1850476.463210 + Penalty 1897.556434 = -1848578.906776 nChanged 1297 SP:Iteration 4F (5944.918927 sec): 3 clusters Score: Raw -1851422.035722 + Penalty 1897.556434 = -1849524.479288 nChanged 1247 SP:Iteration 5F (5944.972504 sec): 3 clusters Score: Raw -1852326.197687 + Penalty 1897.556434 = -1850428.641253 nChanged 1061 SP:Iteration 6Q (5945.046535 sec): 3 clusters Score: Raw -1853006.493333 + Penalty 1897.556434 = -1851108.936899 nChanged 890 SP:Iteration 7Q (5945.124695 sec): 3 clusters Score: Raw -1853502.714544 + Penalty 1897.556434 = -1851605.158110 nChanged 740 SP:Iteration 8Q (5945.209107 sec): 3 clusters Score: Raw -1853901.407075 + Penalty 1897.556434 = -1852003.850641 nChanged 672 SP:Iteration 9Q (5945.281040 sec): 3 clusters Score: Raw -1854231.892378 + Penalty 1897.556434 = -1852334.335944 nChanged 567 SP:Iteration 10Q (5945.356022 sec): 3 clusters Score: Raw -1854487.067551 + Penalty 1897.556434 = -1852589.511117 nChanged 490 SP:Iteration 11Q (5945.425370 sec): 3 clusters Score: Raw -1854704.366767 + Penalty 1897.556434 = -1852806.810333 nChanged 448 SP:Iteration 12Q (5945.490549 sec): 3 clusters Score: Raw -1854877.350506 + Penalty 1897.556434 = -1852979.794073 nChanged 409 SP:Iteration 13Q (5945.558015 sec): 3 clusters Score: Raw -1855044.847966 + Penalty 1897.556434 = -1853147.291532 nChanged 379 SP:Iteration 14Q (5945.621143 sec): 3 clusters Score: Raw -1855199.087684 + Penalty 1897.556434 = -1853301.531250 nChanged 370 SP:Iteration 15Q (5945.694400 sec): 3 clusters Score: Raw -1855347.979855 + Penalty 1897.556434 = -1853450.423421 nChanged 340 SP:Iteration 16Q (5945.773427 sec): 3 clusters Score: Raw -1855491.078945 + Penalty 1897.556434 = -1853593.522512 nChanged 318 SP:Iteration 17Q (5945.833112 sec): 3 clusters Score: Raw -1855625.951291 + Penalty 1897.556434 = -1853728.394857 nChanged 279 SP:Iteration 18Q (5945.905647 sec): 3 clusters Score: Raw -1855741.966193 + Penalty 1897.556434 = -1853844.409759 nChanged 239 SP:Iteration 19Q (5945.978304 sec): 3 clusters Score: Raw -1855832.316786 + Penalty 1897.556434 = -1853934.760352 nChanged 180 SP:Iteration 20F (5946.041587 sec): 3 clusters Score: Raw -1855889.436970 + Penalty 1897.556434 = -1853991.880536 nChanged 145 SP:Iteration 21Q (5946.112810 sec): 3 clusters Score: Raw -1855939.436747 + Penalty 1897.556434 = -1854041.880313 nChanged 137 SP:Iteration 22Q (5946.186593 sec): 3 clusters Score: Raw -1855984.285552 + Penalty 1897.556434 = -1854086.729119 nChanged 132 SP:Iteration 23Q (5946.258233 sec): 3 clusters Score: Raw -1856028.073498 + Penalty 1897.556434 = -1854130.517064 nChanged 106 SP:Iteration 24Q (5946.328619 sec): 3 clusters Score: Raw -1856061.340903 + Penalty 1897.556434 = -1854163.784469 nChanged 100 SP:Iteration 25Q (5946.405194 sec): 3 clusters Score: Raw -1856093.250626 + Penalty 1897.556434 = -1854195.694192 nChanged 79 SP:Iteration 26Q (5946.478483 sec): 3 clusters Score: Raw -1856118.034139 + Penalty 1897.556434 = -1854220.477706 nChanged 71 SP:Iteration 27Q (5946.545763 sec): 3 clusters Score: Raw -1856138.721897 + Penalty 1897.556434 = -1854241.165464 nChanged 59 SP:Iteration 28Q (5946.615081 sec): 3 clusters Score: Raw -1856159.955839 + Penalty 1897.556434 = -1854262.399405 nChanged 59 SP:Iteration 29Q (5946.685323 sec): 3 clusters Score: Raw -1856178.864331 + Penalty 1897.556434 = -1854281.307897 nChanged 45 SP:Iteration 30Q (5946.755672 sec): 3 clusters Score: Raw -1856194.551517 + Penalty 1897.556434 = -1854296.995084 nChanged 52 SP:Iteration 31Q (5946.819977 sec): 3 clusters Score: Raw -1856210.662832 + Penalty 1897.556434 = -1854313.106398 nChanged 43 SP:Iteration 32Q (5946.889418 sec): 3 clusters Score: Raw -1856225.781617 + Penalty 1897.556434 = -1854328.225183 nChanged 37 SP:Iteration 33Q (5946.950521 sec): 3 clusters Score: Raw -1856237.138816 + Penalty 1897.556434 = -1854339.582382 nChanged 36 SP:Iteration 34Q (5947.016955 sec): 3 clusters Score: Raw -1856250.155696 + Penalty 1897.556434 = -1854352.599262 nChanged 37 SP:Iteration 35Q (5947.080377 sec): 3 clusters Score: Raw -1856263.506055 + Penalty 1897.556434 = -1854365.949621 nChanged 34 SP:Iteration 36Q (5947.143344 sec): 3 clusters Score: Raw -1856274.168891 + Penalty 1897.556434 = -1854376.612457 nChanged 32 SP:Iteration 37Q (5947.207179 sec): 3 clusters Score: Raw -1856287.901755 + Penalty 1897.556434 = -1854390.345321 nChanged 19 SP:Iteration 38Q (5947.266451 sec): 3 clusters Score: Raw -1856293.987388 + Penalty 1897.556434 = -1854396.430955 nChanged 16 SP:Iteration 39Q (5947.330641 sec): 3 clusters Score: Raw -1856298.730704 + Penalty 1897.556434 = -1854401.174271 nChanged 10 SP:Iteration 40F (5947.413771 sec): 3 clusters Score: Raw -1856301.915196 + Penalty 1897.556434 = -1854404.358762 nChanged 11 SP:Iteration 41Q (5947.474543 sec): 3 clusters Score: Raw -1856306.409674 + Penalty 1897.556434 = -1854408.853240 nChanged 13 SP:Iteration 42Q (5947.542685 sec): 3 clusters Score: Raw -1856312.738560 + Penalty 1897.556434 = -1854415.182126 nChanged 17 SP:Iteration 43Q (5947.602093 sec): 3 clusters Score: Raw -1856319.542060 + Penalty 1897.556434 = -1854421.985626 nChanged 15 SP:Iteration 44Q (5947.666353 sec): 3 clusters Score: Raw -1856326.015083 + Penalty 1897.556434 = -1854428.458649 nChanged 14 SP:Iteration 45Q (5947.729406 sec): 3 clusters Score: Raw -1856332.179380 + Penalty 1897.556434 = -1854434.622946 nChanged 19 SP:Iteration 46Q (5947.793555 sec): 3 clusters Score: Raw -1856343.361225 + Penalty 1897.556434 = -1854445.804792 nChanged 17 SP:Iteration 47Q (5947.856925 sec): 3 clusters Score: Raw -1856352.549129 + Penalty 1897.556434 = -1854454.992695 nChanged 8 SP:Iteration 48Q (5947.921374 sec): 3 clusters Score: Raw -1856355.957262 + Penalty 1897.556434 = -1854458.400828 nChanged 9 SP:Iteration 49Q (5947.980911 sec): 3 clusters Score: Raw -1856359.337907 + Penalty 1897.556434 = -1854461.781473 nChanged 7 SP:Iteration 50Q (5948.047044 sec): 3 clusters Score: Raw -1856361.016844 + Penalty 1897.556434 = -1854463.460410 nChanged 3 SP:Iteration 51Q (5948.117973 sec): 3 clusters Score: Raw -1856362.504427 + Penalty 1897.556434 = -1854464.947994 nChanged 7 SP:Iteration 52Q (5948.187570 sec): 3 clusters Score: Raw -1856364.961903 + Penalty 1897.556434 = -1854467.405470 nChanged 8 SP:Iteration 53Q (5948.261583 sec): 3 clusters Score: Raw -1856367.249293 + Penalty 1897.556434 = -1854469.692860 nChanged 4 SP:Iteration 54Q (5948.333165 sec): 3 clusters Score: Raw -1856368.423398 + Penalty 1897.556434 = -1854470.866965 nChanged 4 SP:Iteration 55Q (5948.405357 sec): 3 clusters Score: Raw -1856370.113667 + Penalty 1897.556434 = -1854472.557234 nChanged 5 SP:Iteration 56Q (5948.468039 sec): 3 clusters Score: Raw -1856371.613723 + Penalty 1897.556434 = -1854474.057290 nChanged 5 SP:Iteration 57Q (5948.539848 sec): 3 clusters Score: Raw -1856373.977053 + Penalty 1897.556434 = -1854476.420620 nChanged 3 SP:Iteration 58Q (5948.610653 sec): 3 clusters Score: Raw -1856375.186717 + Penalty 1897.556434 = -1854477.630283 nChanged 2 SP:Iteration 59Q (5948.688992 sec): 3 clusters Score: Raw -1856375.659065 + Penalty 1897.556434 = -1854478.102631 nChanged 0 SP:Iteration 60F (5948.764147 sec): 3 clusters Score: Raw -1856375.659065 + Penalty 1897.556434 = -1854478.102631 nChanged 0 Trying to split cluster 21 (30841 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5948.822041 sec): 2 clusters Score: Raw -2969985.160740 + Penalty 981.977024 = -2969003.183716 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5948.900361 sec): 3 clusters Score: Raw -2950315.204827 + Penalty 1963.954048 = -2948351.250779 nChanged 14580 SP:Iteration 1F (5948.997487 sec): 3 clusters Score: Raw -2958899.072820 + Penalty 1963.954048 = -2956935.118772 nChanged 1497 SP:Iteration 2Q (5949.085682 sec): 3 clusters Score: Raw -2959454.458141 + Penalty 1963.954048 = -2957490.504093 nChanged 1618 SP:Iteration 3F (5949.161027 sec): 3 clusters Score: Raw -2960163.260090 + Penalty 1963.954048 = -2958199.306042 nChanged 1779 SP:Iteration 4F (5949.242996 sec): 3 clusters Score: Raw -2961097.684790 + Penalty 1963.954048 = -2959133.730742 nChanged 1906 SP:Iteration 5F (5949.329817 sec): 3 clusters Score: Raw -2962188.955557 + Penalty 1963.954048 = -2960225.001509 nChanged 1853 SP:Iteration 6F (5949.417796 sec): 3 clusters Score: Raw -2963247.944778 + Penalty 1963.954048 = -2961283.990730 nChanged 1673 SP:Iteration 7F (5949.503141 sec): 3 clusters Score: Raw -2964248.359198 + Penalty 1963.954048 = -2962284.405150 nChanged 1500 SP:Iteration 8Q (5949.603969 sec): 3 clusters Score: Raw -2965145.401906 + Penalty 1963.954048 = -2963181.447858 nChanged 1262 SP:Iteration 9Q (5949.693821 sec): 3 clusters Score: Raw -2965938.667043 + Penalty 1963.954048 = -2963974.712995 nChanged 1063 SP:Iteration 10Q (5949.782313 sec): 3 clusters Score: Raw -2966610.057914 + Penalty 1963.954048 = -2964646.103866 nChanged 840 SP:Iteration 11Q (5949.856503 sec): 3 clusters Score: Raw -2967093.764161 + Penalty 1963.954048 = -2965129.810113 nChanged 651 SP:Iteration 12Q (5949.939810 sec): 3 clusters Score: Raw -2967419.090059 + Penalty 1963.954048 = -2965455.136011 nChanged 554 SP:Iteration 13Q (5950.022367 sec): 3 clusters Score: Raw -2967679.000630 + Penalty 1963.954048 = -2965715.046582 nChanged 504 SP:Iteration 14Q (5950.104008 sec): 3 clusters Score: Raw -2967917.807191 + Penalty 1963.954048 = -2965953.853143 nChanged 492 SP:Iteration 15Q (5950.186871 sec): 3 clusters Score: Raw -2968156.360367 + Penalty 1963.954048 = -2966192.406319 nChanged 457 SP:Iteration 16Q (5950.269924 sec): 3 clusters Score: Raw -2968379.100731 + Penalty 1963.954048 = -2966415.146683 nChanged 436 SP:Iteration 17Q (5950.351975 sec): 3 clusters Score: Raw -2968601.325404 + Penalty 1963.954048 = -2966637.371356 nChanged 425 SP:Iteration 18Q (5950.427839 sec): 3 clusters Score: Raw -2968842.210071 + Penalty 1963.954048 = -2966878.256023 nChanged 361 SP:Iteration 19Q (5950.510091 sec): 3 clusters Score: Raw -2969054.220560 + Penalty 1963.954048 = -2967090.266512 nChanged 316 SP:Iteration 20F (5950.603489 sec): 3 clusters Score: Raw -2969255.243139 + Penalty 1963.954048 = -2967291.289091 nChanged 267 SP:Iteration 21Q (5950.685315 sec): 3 clusters Score: Raw -2969421.273397 + Penalty 1963.954048 = -2967457.319349 nChanged 225 SP:Iteration 22Q (5950.768302 sec): 3 clusters Score: Raw -2969550.588746 + Penalty 1963.954048 = -2967586.634698 nChanged 188 SP:Iteration 23Q (5950.851174 sec): 3 clusters Score: Raw -2969657.801776 + Penalty 1963.954048 = -2967693.847728 nChanged 137 SP:Iteration 24Q (5950.934273 sec): 3 clusters Score: Raw -2969725.428045 + Penalty 1963.954048 = -2967761.473997 nChanged 111 SP:Iteration 25Q (5951.006426 sec): 3 clusters Score: Raw -2969783.053460 + Penalty 1963.954048 = -2967819.099412 nChanged 95 SP:Iteration 26Q (5951.087805 sec): 3 clusters Score: Raw -2969827.555816 + Penalty 1963.954048 = -2967863.601768 nChanged 93 SP:Iteration 27Q (5951.175836 sec): 3 clusters Score: Raw -2969874.938046 + Penalty 1963.954048 = -2967910.983998 nChanged 71 SP:Iteration 28Q (5951.249756 sec): 3 clusters Score: Raw -2969912.246417 + Penalty 1963.954048 = -2967948.292369 nChanged 66 SP:Iteration 29Q (5951.333954 sec): 3 clusters Score: Raw -2969950.648954 + Penalty 1963.954048 = -2967986.694906 nChanged 65 SP:Iteration 30Q (5951.414699 sec): 3 clusters Score: Raw -2969989.844075 + Penalty 1963.954048 = -2968025.890027 nChanged 45 SP:Iteration 31Q (5951.495187 sec): 3 clusters Score: Raw -2970011.931366 + Penalty 1963.954048 = -2968047.977318 nChanged 32 SP:Iteration 32Q (5951.573601 sec): 3 clusters Score: Raw -2970024.386322 + Penalty 1963.954048 = -2968060.432274 nChanged 24 SP:Iteration 33Q (5951.651824 sec): 3 clusters Score: Raw -2970033.282744 + Penalty 1963.954048 = -2968069.328696 nChanged 23 SP:Iteration 34Q (5951.732598 sec): 3 clusters Score: Raw -2970044.292534 + Penalty 1963.954048 = -2968080.338486 nChanged 22 SP:Iteration 35Q (5951.811543 sec): 3 clusters Score: Raw -2970056.966520 + Penalty 1963.954048 = -2968093.012472 nChanged 19 SP:Iteration 36Q (5951.892018 sec): 3 clusters Score: Raw -2970066.872522 + Penalty 1963.954048 = -2968102.918474 nChanged 15 SP:Iteration 37Q (5951.972436 sec): 3 clusters Score: Raw -2970074.396818 + Penalty 1963.954048 = -2968110.442770 nChanged 15 SP:Iteration 38Q (5952.052784 sec): 3 clusters Score: Raw -2970080.932274 + Penalty 1963.954048 = -2968116.978226 nChanged 13 SP:Iteration 39Q (5952.133321 sec): 3 clusters Score: Raw -2970089.442562 + Penalty 1963.954048 = -2968125.488514 nChanged 8 SP:Iteration 40F (5952.216349 sec): 3 clusters Score: Raw -2970094.037052 + Penalty 1963.954048 = -2968130.083004 nChanged 9 SP:Iteration 41Q (5952.296834 sec): 3 clusters Score: Raw -2970097.830896 + Penalty 1963.954048 = -2968133.876848 nChanged 5 SP:Iteration 42Q (5952.378127 sec): 3 clusters Score: Raw -2970099.413958 + Penalty 1963.954048 = -2968135.459910 nChanged 4 SP:Iteration 43Q (5952.458541 sec): 3 clusters Score: Raw -2970100.725911 + Penalty 1963.954048 = -2968136.771863 nChanged 0 SP:Iteration 44F (5952.541130 sec): 3 clusters Score: Raw -2970100.725911 + Penalty 1963.954048 = -2968136.771863 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5952.715133 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5952.931177 sec): 3 clusters Score: Raw -12793115.701959 + Penalty 2243.674617 = -12790872.027342 nChanged 65382 SP:Iteration 1F (5953.145342 sec): 3 clusters Score: Raw -12833685.984441 + Penalty 2243.674617 = -12831442.309824 nChanged 6629 SP:Iteration 2Q (5953.362288 sec): 3 clusters Score: Raw -12836523.470975 + Penalty 2243.674617 = -12834279.796358 nChanged 8557 SP:Iteration 3F (5953.559591 sec): 3 clusters Score: Raw -12841389.025562 + Penalty 2243.674617 = -12839145.350945 nChanged 10471 SP:Iteration 4F (5953.768416 sec): 3 clusters Score: Raw -12849285.995067 + Penalty 2243.674617 = -12847042.320450 nChanged 11538 SP:Iteration 5F (5953.980937 sec): 3 clusters Score: Raw -12859904.011067 + Penalty 2243.674617 = -12857660.336450 nChanged 10115 SP:Iteration 6F (5954.191021 sec): 3 clusters Score: Raw -12870067.347184 + Penalty 2243.674617 = -12867823.672567 nChanged 6865 SP:Iteration 7F (5954.397199 sec): 3 clusters Score: Raw -12876943.332644 + Penalty 2243.674617 = -12874699.658026 nChanged 3620 SP:Iteration 8Q (5954.599562 sec): 3 clusters Score: Raw -12880345.039280 + Penalty 2243.674617 = -12878101.364663 nChanged 1650 SP:Iteration 9Q (5954.782096 sec): 3 clusters Score: Raw -12881771.812129 + Penalty 2243.674617 = -12879528.137511 nChanged 774 SP:Iteration 10Q (5954.964283 sec): 3 clusters Score: Raw -12882398.589951 + Penalty 2243.674617 = -12880154.915334 nChanged 405 SP:Iteration 11Q (5955.140640 sec): 3 clusters Score: Raw -12882698.044161 + Penalty 2243.674617 = -12880454.369544 nChanged 224 SP:Iteration 12Q (5955.325770 sec): 3 clusters Score: Raw -12882852.678393 + Penalty 2243.674617 = -12880609.003776 nChanged 144 SP:Iteration 13Q (5955.505808 sec): 3 clusters Score: Raw -12882940.514226 + Penalty 2243.674617 = -12880696.839609 nChanged 85 SP:Iteration 14Q (5955.668482 sec): 3 clusters Score: Raw -12882989.743671 + Penalty 2243.674617 = -12880746.069054 nChanged 66 SP:Iteration 15Q (5955.859863 sec): 3 clusters Score: Raw -12883027.806091 + Penalty 2243.674617 = -12880784.131474 nChanged 46 SP:Iteration 16Q (5956.040020 sec): 3 clusters Score: Raw -12883046.337908 + Penalty 2243.674617 = -12880802.663291 nChanged 32 SP:Iteration 17Q (5956.215692 sec): 3 clusters Score: Raw -12883057.396340 + Penalty 2243.674617 = -12880813.721723 nChanged 26 SP:Iteration 18Q (5956.390458 sec): 3 clusters Score: Raw -12883068.506308 + Penalty 2243.674617 = -12880824.831691 nChanged 24 SP:Iteration 19Q (5956.579409 sec): 3 clusters Score: Raw -12883076.895235 + Penalty 2243.674617 = -12880833.220618 nChanged 15 SP:Iteration 20F (5956.789402 sec): 3 clusters Score: Raw -12883083.016977 + Penalty 2243.674617 = -12880839.342360 nChanged 15 SP:Iteration 21Q (5956.967066 sec): 3 clusters Score: Raw -12883088.453945 + Penalty 2243.674617 = -12880844.779328 nChanged 10 SP:Iteration 22Q (5957.157521 sec): 3 clusters Score: Raw -12883091.898844 + Penalty 2243.674617 = -12880848.224226 nChanged 8 SP:Iteration 23Q (5957.336427 sec): 3 clusters Score: Raw -12883094.017098 + Penalty 2243.674617 = -12880850.342481 nChanged 6 SP:Iteration 24Q (5957.525011 sec): 3 clusters Score: Raw -12883095.810556 + Penalty 2243.674617 = -12880852.135939 nChanged 6 SP:Iteration 25Q (5957.702771 sec): 3 clusters Score: Raw -12883096.708833 + Penalty 2243.674617 = -12880853.034216 nChanged 3 SP:Iteration 26Q (5957.881147 sec): 3 clusters Score: Raw -12883097.512397 + Penalty 2243.674617 = -12880853.837780 nChanged 1 SP:Iteration 27Q (5958.059800 sec): 3 clusters Score: Raw -12883097.696133 + Penalty 2243.674617 = -12880854.021516 nChanged 0 SP:Iteration 28F (5958.271852 sec): 3 clusters Score: Raw -12883097.696133 + Penalty 2243.674617 = -12880854.021516 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5958.296733 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5958.350198 sec): 3 clusters Score: Raw -12934.037008 + Penalty 988.761271 = -11945.275738 nChanged 44 SP:Iteration 1F (5958.351360 sec): 3 clusters Score: Raw -13053.657312 + Penalty 988.761271 = -12064.896041 nChanged 18 SP:Iteration 2F (5958.352567 sec): 3 clusters Score: Raw -13099.686875 + Penalty 988.761271 = -12110.925605 nChanged 8 SP:Iteration 3Q (5958.353727 sec): 3 clusters Score: Raw -13124.929944 + Penalty 988.761271 = -12136.168673 nChanged 3 SP:Iteration 4Q (5958.354912 sec): 3 clusters Score: Raw -13129.321331 + Penalty 988.761271 = -12140.560060 nChanged 2 SP:Iteration 5Q (5958.356088 sec): 3 clusters Score: Raw -13131.980959 + Penalty 988.761271 = -12143.219688 nChanged 0 SP:Iteration 6F (5958.357258 sec): 3 clusters Score: Raw -13131.980959 + Penalty 988.761271 = -12143.219688 nChanged 0 Trying to split cluster 24 (4895 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5958.376790 sec): 2 clusters Score: Raw -423155.440244 + Penalty 807.117108 = -422348.323136 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5958.407364 sec): 3 clusters Score: Raw -420383.674479 + Penalty 1614.234215 = -418769.440264 nChanged 2114 SP:Iteration 1F (5958.414528 sec): 3 clusters Score: Raw -421498.522908 + Penalty 1614.234215 = -419884.288693 nChanged 274 SP:Iteration 2F (5958.433342 sec): 3 clusters Score: Raw -421616.471838 + Penalty 1614.234215 = -420002.237623 nChanged 232 SP:Iteration 3Q (5958.451132 sec): 3 clusters Score: Raw -421735.999372 + Penalty 1614.234215 = -420121.765156 nChanged 230 SP:Iteration 4Q (5958.469887 sec): 3 clusters Score: Raw -421877.266145 + Penalty 1614.234215 = -420263.031929 nChanged 217 SP:Iteration 5Q (5958.487899 sec): 3 clusters Score: Raw -422023.741981 + Penalty 1614.234215 = -420409.507766 nChanged 217 SP:Iteration 6Q (5958.505497 sec): 3 clusters Score: Raw -422167.783163 + Penalty 1614.234215 = -420553.548948 nChanged 215 SP:Iteration 7Q (5958.522852 sec): 3 clusters Score: Raw -422309.723584 + Penalty 1614.234215 = -420695.489369 nChanged 208 SP:Iteration 8Q (5958.540363 sec): 3 clusters Score: Raw -422459.835442 + Penalty 1614.234215 = -420845.601226 nChanged 186 SP:Iteration 9Q (5958.570553 sec): 3 clusters Score: Raw -422593.090838 + Penalty 1614.234215 = -420978.856623 nChanged 179 SP:Iteration 10Q (5958.588199 sec): 3 clusters Score: Raw -422698.372641 + Penalty 1614.234215 = -421084.138425 nChanged 149 SP:Iteration 11Q (5958.605448 sec): 3 clusters Score: Raw -422774.876868 + Penalty 1614.234215 = -421160.642652 nChanged 122 SP:Iteration 12Q (5958.622657 sec): 3 clusters Score: Raw -422839.647832 + Penalty 1614.234215 = -421225.413617 nChanged 120 SP:Iteration 13Q (5958.639880 sec): 3 clusters Score: Raw -422894.037035 + Penalty 1614.234215 = -421279.802819 nChanged 107 SP:Iteration 14Q (5958.656888 sec): 3 clusters Score: Raw -422947.242309 + Penalty 1614.234215 = -421333.008093 nChanged 85 SP:Iteration 15Q (5958.674336 sec): 3 clusters Score: Raw -422982.378397 + Penalty 1614.234215 = -421368.144181 nChanged 83 SP:Iteration 16Q (5958.691471 sec): 3 clusters Score: Raw -423017.065347 + Penalty 1614.234215 = -421402.831131 nChanged 77 SP:Iteration 17Q (5958.708524 sec): 3 clusters Score: Raw -423044.219946 + Penalty 1614.234215 = -421429.985731 nChanged 65 SP:Iteration 18Q (5958.725503 sec): 3 clusters Score: Raw -423073.134049 + Penalty 1614.234215 = -421458.899833 nChanged 71 SP:Iteration 19Q (5958.742439 sec): 3 clusters Score: Raw -423103.115120 + Penalty 1614.234215 = -421488.880904 nChanged 53 SP:Iteration 20F (5958.760759 sec): 3 clusters Score: Raw -423125.649435 + Penalty 1614.234215 = -421511.415219 nChanged 55 SP:Iteration 21Q (5958.777912 sec): 3 clusters Score: Raw -423150.492067 + Penalty 1614.234215 = -421536.257852 nChanged 52 SP:Iteration 22Q (5958.794659 sec): 3 clusters Score: Raw -423169.119154 + Penalty 1614.234215 = -421554.884939 nChanged 45 SP:Iteration 23Q (5958.811335 sec): 3 clusters Score: Raw -423185.051476 + Penalty 1614.234215 = -421570.817260 nChanged 41 SP:Iteration 24Q (5958.828185 sec): 3 clusters Score: Raw -423196.802200 + Penalty 1614.234215 = -421582.567985 nChanged 30 SP:Iteration 25Q (5958.844821 sec): 3 clusters Score: Raw -423207.320832 + Penalty 1614.234215 = -421593.086617 nChanged 33 SP:Iteration 26Q (5958.861717 sec): 3 clusters Score: Raw -423220.030656 + Penalty 1614.234215 = -421605.796440 nChanged 28 SP:Iteration 27Q (5958.878874 sec): 3 clusters Score: Raw -423229.226673 + Penalty 1614.234215 = -421614.992458 nChanged 18 SP:Iteration 28Q (5958.895611 sec): 3 clusters Score: Raw -423234.697970 + Penalty 1614.234215 = -421620.463755 nChanged 17 SP:Iteration 29Q (5958.912218 sec): 3 clusters Score: Raw -423240.030493 + Penalty 1614.234215 = -421625.796278 nChanged 19 SP:Iteration 30Q (5958.929943 sec): 3 clusters Score: Raw -423246.703002 + Penalty 1614.234215 = -421632.468787 nChanged 25 SP:Iteration 31Q (5958.947102 sec): 3 clusters Score: Raw -423256.646853 + Penalty 1614.234215 = -421642.412637 nChanged 21 SP:Iteration 32Q (5958.977802 sec): 3 clusters Score: Raw -423262.924856 + Penalty 1614.234215 = -421648.690641 nChanged 20 SP:Iteration 33Q (5958.994827 sec): 3 clusters Score: Raw -423269.507646 + Penalty 1614.234215 = -421655.273430 nChanged 19 SP:Iteration 34Q (5959.011572 sec): 3 clusters Score: Raw -423275.254535 + Penalty 1614.234215 = -421661.020320 nChanged 14 SP:Iteration 35Q (5959.028266 sec): 3 clusters Score: Raw -423278.254867 + Penalty 1614.234215 = -421664.020651 nChanged 11 SP:Iteration 36Q (5959.046405 sec): 3 clusters Score: Raw -423280.692715 + Penalty 1614.234215 = -421666.458500 nChanged 9 SP:Iteration 37Q (5959.063219 sec): 3 clusters Score: Raw -423283.130567 + Penalty 1614.234215 = -421668.896351 nChanged 7 SP:Iteration 38Q (5959.081113 sec): 3 clusters Score: Raw -423284.623306 + Penalty 1614.234215 = -421670.389091 nChanged 8 SP:Iteration 39Q (5959.098102 sec): 3 clusters Score: Raw -423286.674423 + Penalty 1614.234215 = -421672.440208 nChanged 11 SP:Iteration 40F (5959.115687 sec): 3 clusters Score: Raw -423290.463840 + Penalty 1614.234215 = -421676.229624 nChanged 12 SP:Iteration 41Q (5959.132136 sec): 3 clusters Score: Raw -423293.369131 + Penalty 1614.234215 = -421679.134916 nChanged 4 SP:Iteration 42Q (5959.165926 sec): 3 clusters Score: Raw -423294.399188 + Penalty 1614.234215 = -421680.164972 nChanged 3 SP:Iteration 43Q (5959.182922 sec): 3 clusters Score: Raw -423295.272509 + Penalty 1614.234215 = -421681.038294 nChanged 2 SP:Iteration 44Q (5959.200863 sec): 3 clusters Score: Raw -423295.521567 + Penalty 1614.234215 = -421681.287352 nChanged 0 SP:Iteration 45F (5959.218742 sec): 3 clusters Score: Raw -423295.521567 + Penalty 1614.234215 = -421681.287352 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5959.246862 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5959.292796 sec): 3 clusters Score: Raw -1311746.086148 + Penalty 1810.884973 = -1309935.201174 nChanged 6329 SP:Iteration 1F (5959.320534 sec): 3 clusters Score: Raw -1315484.954021 + Penalty 1810.884973 = -1313674.069047 nChanged 730 SP:Iteration 2F (5959.397559 sec): 3 clusters Score: Raw -1315780.160437 + Penalty 1810.884973 = -1313969.275463 nChanged 687 SP:Iteration 3Q (5959.461106 sec): 3 clusters Score: Raw -1316029.187424 + Penalty 1810.884973 = -1314218.302451 nChanged 622 SP:Iteration 4Q (5959.518288 sec): 3 clusters Score: Raw -1316280.778379 + Penalty 1810.884973 = -1314469.893406 nChanged 642 SP:Iteration 5Q (5959.585690 sec): 3 clusters Score: Raw -1316582.258043 + Penalty 1810.884973 = -1314771.373069 nChanged 703 SP:Iteration 6F (5959.641976 sec): 3 clusters Score: Raw -1316967.604136 + Penalty 1810.884973 = -1315156.719163 nChanged 782 SP:Iteration 7F (5959.709904 sec): 3 clusters Score: Raw -1317466.506198 + Penalty 1810.884973 = -1315655.621225 nChanged 881 SP:Iteration 8F (5959.763052 sec): 3 clusters Score: Raw -1318131.085020 + Penalty 1810.884973 = -1316320.200047 nChanged 858 SP:Iteration 9F (5959.828909 sec): 3 clusters Score: Raw -1318846.307665 + Penalty 1810.884973 = -1317035.422691 nChanged 658 SP:Iteration 10Q (5959.898607 sec): 3 clusters Score: Raw -1319392.543023 + Penalty 1810.884973 = -1317581.658050 nChanged 409 SP:Iteration 11Q (5959.954592 sec): 3 clusters Score: Raw -1319766.880449 + Penalty 1810.884973 = -1317955.995475 nChanged 260 SP:Iteration 12Q (5960.005572 sec): 3 clusters Score: Raw -1320056.803244 + Penalty 1810.884973 = -1318245.918270 nChanged 143 SP:Iteration 13Q (5960.071057 sec): 3 clusters Score: Raw -1320213.842598 + Penalty 1810.884973 = -1318402.957625 nChanged 91 SP:Iteration 14Q (5960.133974 sec): 3 clusters Score: Raw -1320281.168786 + Penalty 1810.884973 = -1318470.283813 nChanged 51 SP:Iteration 15Q (5960.196421 sec): 3 clusters Score: Raw -1320314.637366 + Penalty 1810.884973 = -1318503.752393 nChanged 40 SP:Iteration 16Q (5960.258922 sec): 3 clusters Score: Raw -1320338.038972 + Penalty 1810.884973 = -1318527.153999 nChanged 28 SP:Iteration 17Q (5960.321383 sec): 3 clusters Score: Raw -1320350.856516 + Penalty 1810.884973 = -1318539.971543 nChanged 20 SP:Iteration 18Q (5960.390463 sec): 3 clusters Score: Raw -1320359.288422 + Penalty 1810.884973 = -1318548.403449 nChanged 18 SP:Iteration 19Q (5960.444996 sec): 3 clusters Score: Raw -1320366.968441 + Penalty 1810.884973 = -1318556.083468 nChanged 13 SP:Iteration 20F (5960.507443 sec): 3 clusters Score: Raw -1320374.458456 + Penalty 1810.884973 = -1318563.573483 nChanged 11 SP:Iteration 21Q (5960.557492 sec): 3 clusters Score: Raw -1320378.533872 + Penalty 1810.884973 = -1318567.648898 nChanged 7 SP:Iteration 22Q (5960.620119 sec): 3 clusters Score: Raw -1320381.220238 + Penalty 1810.884973 = -1318570.335264 nChanged 5 SP:Iteration 23Q (5960.679568 sec): 3 clusters Score: Raw -1320382.871584 + Penalty 1810.884973 = -1318571.986611 nChanged 4 SP:Iteration 24Q (5960.738201 sec): 3 clusters Score: Raw -1320384.578823 + Penalty 1810.884973 = -1318573.693850 nChanged 7 SP:Iteration 25Q (5960.804442 sec): 3 clusters Score: Raw -1320387.125298 + Penalty 1810.884973 = -1318576.240325 nChanged 6 SP:Iteration 26Q (5960.863044 sec): 3 clusters Score: Raw -1320389.271385 + Penalty 1810.884973 = -1318578.386412 nChanged 4 SP:Iteration 27Q (5960.919841 sec): 3 clusters Score: Raw -1320390.194857 + Penalty 1810.884973 = -1318579.309883 nChanged 2 SP:Iteration 28Q (5960.981141 sec): 3 clusters Score: Raw -1320390.693607 + Penalty 1810.884973 = -1318579.808633 nChanged 2 SP:Iteration 29Q (5961.040294 sec): 3 clusters Score: Raw -1320391.128894 + Penalty 1810.884973 = -1318580.243920 nChanged 0 SP:Iteration 30F (5961.106355 sec): 3 clusters Score: Raw -1320391.128894 + Penalty 1810.884973 = -1318580.243920 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5961.133489 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5961.185653 sec): 3 clusters Score: Raw -299940.568195 + Penalty 1540.981175 = -298399.587020 nChanged 1395 SP:Iteration 1F (5961.233497 sec): 3 clusters Score: Raw -300781.710382 + Penalty 1540.981175 = -299240.729207 nChanged 270 SP:Iteration 2F (5961.284554 sec): 3 clusters Score: Raw -300986.604366 + Penalty 1540.981175 = -299445.623191 nChanged 253 SP:Iteration 3F (5961.335950 sec): 3 clusters Score: Raw -301204.568581 + Penalty 1540.981175 = -299663.587406 nChanged 210 SP:Iteration 4F (5961.380481 sec): 3 clusters Score: Raw -301372.069074 + Penalty 1540.981175 = -299831.087899 nChanged 163 SP:Iteration 5Q (5961.432136 sec): 3 clusters Score: Raw -301494.902103 + Penalty 1540.981175 = -299953.920928 nChanged 162 SP:Iteration 6Q (5961.479765 sec): 3 clusters Score: Raw -301610.751429 + Penalty 1540.981175 = -300069.770254 nChanged 155 SP:Iteration 7Q (5961.543394 sec): 3 clusters Score: Raw -301711.860903 + Penalty 1540.981175 = -300170.879728 nChanged 120 SP:Iteration 8Q (5961.583970 sec): 3 clusters Score: Raw -301787.712240 + Penalty 1540.981175 = -300246.731065 nChanged 94 SP:Iteration 9Q (5961.626507 sec): 3 clusters Score: Raw -301840.283257 + Penalty 1540.981175 = -300299.302081 nChanged 65 SP:Iteration 10Q (5961.684654 sec): 3 clusters Score: Raw -301868.008940 + Penalty 1540.981175 = -300327.027765 nChanged 64 SP:Iteration 11Q (5961.741492 sec): 3 clusters Score: Raw -301900.916272 + Penalty 1540.981175 = -300359.935097 nChanged 64 SP:Iteration 12Q (5961.782219 sec): 3 clusters Score: Raw -301938.290967 + Penalty 1540.981175 = -300397.309792 nChanged 67 SP:Iteration 13Q (5961.834036 sec): 3 clusters Score: Raw -301974.848808 + Penalty 1540.981175 = -300433.867633 nChanged 58 SP:Iteration 14Q (5961.884206 sec): 3 clusters Score: Raw -301995.529123 + Penalty 1540.981175 = -300454.547948 nChanged 38 SP:Iteration 15Q (5961.927966 sec): 3 clusters Score: Raw -302007.597975 + Penalty 1540.981175 = -300466.616800 nChanged 38 SP:Iteration 16Q (5961.979525 sec): 3 clusters Score: Raw -302021.593628 + Penalty 1540.981175 = -300480.612453 nChanged 39 SP:Iteration 17Q (5962.031393 sec): 3 clusters Score: Raw -302032.855854 + Penalty 1540.981175 = -300491.874679 nChanged 30 SP:Iteration 18Q (5962.083354 sec): 3 clusters Score: Raw -302042.338721 + Penalty 1540.981175 = -300501.357546 nChanged 30 SP:Iteration 19Q (5962.136330 sec): 3 clusters Score: Raw -302051.255991 + Penalty 1540.981175 = -300510.274816 nChanged 24 SP:Iteration 20F (5962.189383 sec): 3 clusters Score: Raw -302060.895910 + Penalty 1540.981175 = -300519.914734 nChanged 22 SP:Iteration 21Q (5962.242134 sec): 3 clusters Score: Raw -302068.987176 + Penalty 1540.981175 = -300528.006001 nChanged 22 SP:Iteration 22Q (5962.295201 sec): 3 clusters Score: Raw -302075.507004 + Penalty 1540.981175 = -300534.525829 nChanged 23 SP:Iteration 23Q (5962.346660 sec): 3 clusters Score: Raw -302081.703158 + Penalty 1540.981175 = -300540.721983 nChanged 21 SP:Iteration 24Q (5962.398197 sec): 3 clusters Score: Raw -302088.149591 + Penalty 1540.981175 = -300547.168416 nChanged 24 SP:Iteration 25Q (5962.445567 sec): 3 clusters Score: Raw -302097.525069 + Penalty 1540.981175 = -300556.543894 nChanged 30 SP:Iteration 26Q (5962.496775 sec): 3 clusters Score: Raw -302109.946150 + Penalty 1540.981175 = -300568.964975 nChanged 23 SP:Iteration 27Q (5962.548041 sec): 3 clusters Score: Raw -302116.618851 + Penalty 1540.981175 = -300575.637676 nChanged 22 SP:Iteration 28Q (5962.600532 sec): 3 clusters Score: Raw -302123.250839 + Penalty 1540.981175 = -300582.269664 nChanged 22 SP:Iteration 29Q (5962.652147 sec): 3 clusters Score: Raw -302131.699468 + Penalty 1540.981175 = -300590.718293 nChanged 23 SP:Iteration 30Q (5962.715549 sec): 3 clusters Score: Raw -302141.636037 + Penalty 1540.981175 = -300600.654862 nChanged 27 SP:Iteration 31Q (5962.749111 sec): 3 clusters Score: Raw -302152.316638 + Penalty 1540.981175 = -300611.335463 nChanged 21 SP:Iteration 32Q (5962.800612 sec): 3 clusters Score: Raw -302160.256605 + Penalty 1540.981175 = -300619.275430 nChanged 27 SP:Iteration 33Q (5962.853167 sec): 3 clusters Score: Raw -302171.805752 + Penalty 1540.981175 = -300630.824577 nChanged 24 SP:Iteration 34Q (5962.904866 sec): 3 clusters Score: Raw -302182.941766 + Penalty 1540.981175 = -300641.960590 nChanged 27 SP:Iteration 35Q (5962.957219 sec): 3 clusters Score: Raw -302195.245676 + Penalty 1540.981175 = -300654.264500 nChanged 34 SP:Iteration 36Q (5963.008694 sec): 3 clusters Score: Raw -302211.033989 + Penalty 1540.981175 = -300670.052814 nChanged 36 SP:Iteration 37Q (5963.061428 sec): 3 clusters Score: Raw -302225.441056 + Penalty 1540.981175 = -300684.459881 nChanged 26 SP:Iteration 38Q (5963.113049 sec): 3 clusters Score: Raw -302234.063669 + Penalty 1540.981175 = -300693.082494 nChanged 16 SP:Iteration 39Q (5963.170420 sec): 3 clusters Score: Raw -302238.649330 + Penalty 1540.981175 = -300697.668155 nChanged 12 SP:Iteration 40F (5963.218292 sec): 3 clusters Score: Raw -302240.988498 + Penalty 1540.981175 = -300700.007323 nChanged 6 SP:Iteration 41Q (5963.259529 sec): 3 clusters Score: Raw -302242.490156 + Penalty 1540.981175 = -300701.508981 nChanged 5 SP:Iteration 42Q (5963.272479 sec): 3 clusters Score: Raw -302244.075265 + Penalty 1540.981175 = -300703.094090 nChanged 9 SP:Iteration 43Q (5963.284079 sec): 3 clusters Score: Raw -302248.181778 + Penalty 1540.981175 = -300707.200603 nChanged 13 SP:Iteration 44Q (5963.295600 sec): 3 clusters Score: Raw -302251.956856 + Penalty 1540.981175 = -300710.975681 nChanged 11 SP:Iteration 45Q (5963.307098 sec): 3 clusters Score: Raw -302256.626788 + Penalty 1540.981175 = -300715.645613 nChanged 17 SP:Iteration 46Q (5963.318650 sec): 3 clusters Score: Raw -302262.448834 + Penalty 1540.981175 = -300721.467658 nChanged 13 SP:Iteration 47Q (5963.330066 sec): 3 clusters Score: Raw -302265.627055 + Penalty 1540.981175 = -300724.645880 nChanged 10 SP:Iteration 48Q (5963.341623 sec): 3 clusters Score: Raw -302268.022667 + Penalty 1540.981175 = -300727.041492 nChanged 13 SP:Iteration 49Q (5963.353138 sec): 3 clusters Score: Raw -302270.473726 + Penalty 1540.981175 = -300729.492551 nChanged 10 SP:Iteration 50Q (5963.364670 sec): 3 clusters Score: Raw -302272.930053 + Penalty 1540.981175 = -300731.948878 nChanged 13 SP:Iteration 51Q (5963.376166 sec): 3 clusters Score: Raw -302276.176834 + Penalty 1540.981175 = -300735.195658 nChanged 10 SP:Iteration 52Q (5963.387655 sec): 3 clusters Score: Raw -302278.738988 + Penalty 1540.981175 = -300737.757813 nChanged 10 SP:Iteration 53Q (5963.399161 sec): 3 clusters Score: Raw -302282.320205 + Penalty 1540.981175 = -300741.339030 nChanged 11 SP:Iteration 54Q (5963.410645 sec): 3 clusters Score: Raw -302285.750376 + Penalty 1540.981175 = -300744.769200 nChanged 18 SP:Iteration 55Q (5963.422100 sec): 3 clusters Score: Raw -302290.622083 + Penalty 1540.981175 = -300749.640908 nChanged 9 SP:Iteration 56Q (5963.433602 sec): 3 clusters Score: Raw -302292.789620 + Penalty 1540.981175 = -300751.808445 nChanged 11 SP:Iteration 57Q (5963.445080 sec): 3 clusters Score: Raw -302295.670537 + Penalty 1540.981175 = -300754.689362 nChanged 11 SP:Iteration 58Q (5963.456545 sec): 3 clusters Score: Raw -302298.579457 + Penalty 1540.981175 = -300757.598282 nChanged 9 SP:Iteration 59Q (5963.467935 sec): 3 clusters Score: Raw -302301.806805 + Penalty 1540.981175 = -300760.825630 nChanged 10 SP:Iteration 60F (5963.479756 sec): 3 clusters Score: Raw -302304.219085 + Penalty 1540.981175 = -300763.237910 nChanged 7 SP:Iteration 61Q (5963.491206 sec): 3 clusters Score: Raw -302306.147252 + Penalty 1540.981175 = -300765.166077 nChanged 6 SP:Iteration 62Q (5963.502825 sec): 3 clusters Score: Raw -302307.727126 + Penalty 1540.981175 = -300766.745951 nChanged 6 SP:Iteration 63Q (5963.514593 sec): 3 clusters Score: Raw -302308.574763 + Penalty 1540.981175 = -300767.593588 nChanged 1 SP:Iteration 64Q (5963.526050 sec): 3 clusters Score: Raw -302308.736270 + Penalty 1540.981175 = -300767.755095 nChanged 1 SP:Iteration 65Q (5963.537491 sec): 3 clusters Score: Raw -302309.378509 + Penalty 1540.981175 = -300768.397334 nChanged 2 SP:Iteration 66Q (5963.548941 sec): 3 clusters Score: Raw -302309.642752 + Penalty 1540.981175 = -300768.661577 nChanged 1 SP:Iteration 67Q (5963.560371 sec): 3 clusters Score: Raw -302309.770083 + Penalty 1540.981175 = -300768.788908 nChanged 0 SP:Iteration 68F (5963.572284 sec): 3 clusters Score: Raw -302309.770083 + Penalty 1540.981175 = -300768.788908 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5963.591642 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5963.608800 sec): 3 clusters Score: Raw -402206.840010 + Penalty 1592.068802 = -400614.771208 nChanged 1884 SP:Iteration 1F (5963.624335 sec): 3 clusters Score: Raw -403258.874280 + Penalty 1592.068802 = -401666.805478 nChanged 302 SP:Iteration 2F (5963.639730 sec): 3 clusters Score: Raw -403395.449962 + Penalty 1592.068802 = -401803.381160 nChanged 228 SP:Iteration 3F (5963.655078 sec): 3 clusters Score: Raw -403498.055038 + Penalty 1592.068802 = -401905.986236 nChanged 190 SP:Iteration 4Q (5963.671082 sec): 3 clusters Score: Raw -403587.152119 + Penalty 1592.068802 = -401995.083317 nChanged 175 SP:Iteration 5Q (5963.686978 sec): 3 clusters Score: Raw -403663.404540 + Penalty 1592.068802 = -402071.335738 nChanged 139 SP:Iteration 6Q (5963.702502 sec): 3 clusters Score: Raw -403732.580106 + Penalty 1592.068802 = -402140.511304 nChanged 142 SP:Iteration 7Q (5963.717990 sec): 3 clusters Score: Raw -403803.695452 + Penalty 1592.068802 = -402211.626650 nChanged 123 SP:Iteration 8Q (5963.733344 sec): 3 clusters Score: Raw -403881.044033 + Penalty 1592.068802 = -402288.975231 nChanged 132 SP:Iteration 9Q (5963.748788 sec): 3 clusters Score: Raw -403960.247533 + Penalty 1592.068802 = -402368.178731 nChanged 140 SP:Iteration 10Q (5963.777659 sec): 3 clusters Score: Raw -404046.962187 + Penalty 1592.068802 = -402454.893385 nChanged 134 SP:Iteration 11Q (5963.793274 sec): 3 clusters Score: Raw -404135.075933 + Penalty 1592.068802 = -402543.007131 nChanged 125 SP:Iteration 12Q (5963.808615 sec): 3 clusters Score: Raw -404232.073966 + Penalty 1592.068802 = -402640.005164 nChanged 131 SP:Iteration 13Q (5963.834183 sec): 3 clusters Score: Raw -404335.481365 + Penalty 1592.068802 = -402743.412563 nChanged 107 SP:Iteration 14Q (5963.856497 sec): 3 clusters Score: Raw -404423.363121 + Penalty 1592.068802 = -402831.294319 nChanged 94 SP:Iteration 15Q (5963.871402 sec): 3 clusters Score: Raw -404474.872320 + Penalty 1592.068802 = -402882.803518 nChanged 69 SP:Iteration 16Q (5963.890477 sec): 3 clusters Score: Raw -404508.703409 + Penalty 1592.068802 = -402916.634607 nChanged 74 SP:Iteration 17Q (5963.905287 sec): 3 clusters Score: Raw -404551.683033 + Penalty 1592.068802 = -402959.614231 nChanged 60 SP:Iteration 18Q (5963.920730 sec): 3 clusters Score: Raw -404589.827630 + Penalty 1592.068802 = -402997.758828 nChanged 58 SP:Iteration 19Q (5963.935952 sec): 3 clusters Score: Raw -404626.293487 + Penalty 1592.068802 = -403034.224685 nChanged 48 SP:Iteration 20F (5963.951429 sec): 3 clusters Score: Raw -404657.773319 + Penalty 1592.068802 = -403065.704517 nChanged 41 SP:Iteration 21Q (5963.966254 sec): 3 clusters Score: Raw -404686.756828 + Penalty 1592.068802 = -403094.688026 nChanged 38 SP:Iteration 22Q (5963.993007 sec): 3 clusters Score: Raw -404708.705487 + Penalty 1592.068802 = -403116.636685 nChanged 30 SP:Iteration 23Q (5964.008122 sec): 3 clusters Score: Raw -404724.544572 + Penalty 1592.068802 = -403132.475770 nChanged 31 SP:Iteration 24Q (5964.022703 sec): 3 clusters Score: Raw -404745.100688 + Penalty 1592.068802 = -403153.031886 nChanged 31 SP:Iteration 25Q (5964.037404 sec): 3 clusters Score: Raw -404763.624425 + Penalty 1592.068802 = -403171.555623 nChanged 29 SP:Iteration 26Q (5964.052052 sec): 3 clusters Score: Raw -404776.658301 + Penalty 1592.068802 = -403184.589499 nChanged 23 SP:Iteration 27Q (5964.066705 sec): 3 clusters Score: Raw -404788.947026 + Penalty 1592.068802 = -403196.878224 nChanged 26 SP:Iteration 28Q (5964.081188 sec): 3 clusters Score: Raw -404802.282941 + Penalty 1592.068802 = -403210.214139 nChanged 15 SP:Iteration 29Q (5964.096242 sec): 3 clusters Score: Raw -404809.451431 + Penalty 1592.068802 = -403217.382629 nChanged 14 SP:Iteration 30Q (5964.111003 sec): 3 clusters Score: Raw -404818.002803 + Penalty 1592.068802 = -403225.934001 nChanged 11 SP:Iteration 31Q (5964.125591 sec): 3 clusters Score: Raw -404822.882368 + Penalty 1592.068802 = -403230.813566 nChanged 9 SP:Iteration 32Q (5964.140147 sec): 3 clusters Score: Raw -404827.893268 + Penalty 1592.068802 = -403235.824466 nChanged 9 SP:Iteration 33Q (5964.154731 sec): 3 clusters Score: Raw -404833.931950 + Penalty 1592.068802 = -403241.863148 nChanged 12 SP:Iteration 34Q (5964.169238 sec): 3 clusters Score: Raw -404842.617789 + Penalty 1592.068802 = -403250.548987 nChanged 11 SP:Iteration 35Q (5964.184245 sec): 3 clusters Score: Raw -404850.515797 + Penalty 1592.068802 = -403258.446995 nChanged 10 SP:Iteration 36Q (5964.199136 sec): 3 clusters Score: Raw -404854.272507 + Penalty 1592.068802 = -403262.203705 nChanged 6 SP:Iteration 37Q (5964.213595 sec): 3 clusters Score: Raw -404857.284399 + Penalty 1592.068802 = -403265.215597 nChanged 5 SP:Iteration 38Q (5964.228077 sec): 3 clusters Score: Raw -404860.740288 + Penalty 1592.068802 = -403268.671486 nChanged 4 SP:Iteration 39Q (5964.242367 sec): 3 clusters Score: Raw -404863.424774 + Penalty 1592.068802 = -403271.355972 nChanged 5 SP:Iteration 40F (5964.257944 sec): 3 clusters Score: Raw -404865.362023 + Penalty 1592.068802 = -403273.293221 nChanged 2 SP:Iteration 41Q (5964.272254 sec): 3 clusters Score: Raw -404865.873607 + Penalty 1592.068802 = -403273.804805 nChanged 2 SP:Iteration 42Q (5964.287140 sec): 3 clusters Score: Raw -404866.351974 + Penalty 1592.068802 = -403274.283173 nChanged 1 SP:Iteration 43Q (5964.301947 sec): 3 clusters Score: Raw -404866.640107 + Penalty 1592.068802 = -403274.571305 nChanged 0 SP:Iteration 44F (5964.317193 sec): 3 clusters Score: Raw -404866.640107 + Penalty 1592.068802 = -403274.571305 nChanged 0 Trying to split cluster 28 (830 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5964.347163 sec): 2 clusters Score: Raw -72338.358334 + Penalty 638.535442 = -71699.822893 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5964.348553 sec): 3 clusters Score: Raw -72021.887783 + Penalty 1277.070883 = -70744.816900 nChanged 295 SP:Iteration 1F (5964.352007 sec): 3 clusters Score: Raw -72282.020942 + Penalty 1277.070883 = -71004.950059 nChanged 74 SP:Iteration 2F (5964.355448 sec): 3 clusters Score: Raw -72334.778819 + Penalty 1277.070883 = -71057.707936 nChanged 30 SP:Iteration 3Q (5964.358851 sec): 3 clusters Score: Raw -72353.065931 + Penalty 1277.070883 = -71075.995048 nChanged 14 SP:Iteration 4Q (5964.362263 sec): 3 clusters Score: Raw -72363.575932 + Penalty 1277.070883 = -71086.505049 nChanged 9 SP:Iteration 5Q (5964.365670 sec): 3 clusters Score: Raw -72366.770006 + Penalty 1277.070883 = -71089.699123 nChanged 4 SP:Iteration 6Q (5964.369066 sec): 3 clusters Score: Raw -72370.376452 + Penalty 1277.070883 = -71093.305569 nChanged 5 SP:Iteration 7Q (5964.372475 sec): 3 clusters Score: Raw -72371.783910 + Penalty 1277.070883 = -71094.713027 nChanged 3 SP:Iteration 8Q (5964.375891 sec): 3 clusters Score: Raw -72373.655251 + Penalty 1277.070883 = -71096.584368 nChanged 4 SP:Iteration 9Q (5964.379304 sec): 3 clusters Score: Raw -72375.387046 + Penalty 1277.070883 = -71098.316163 nChanged 4 SP:Iteration 10Q (5964.382681 sec): 3 clusters Score: Raw -72378.137461 + Penalty 1277.070883 = -71101.066578 nChanged 3 SP:Iteration 11Q (5964.386080 sec): 3 clusters Score: Raw -72380.898910 + Penalty 1277.070883 = -71103.828027 nChanged 5 SP:Iteration 12Q (5964.389469 sec): 3 clusters Score: Raw -72382.547346 + Penalty 1277.070883 = -71105.476463 nChanged 1 SP:Iteration 13Q (5964.392829 sec): 3 clusters Score: Raw -72382.754463 + Penalty 1277.070883 = -71105.683580 nChanged 1 SP:Iteration 14Q (5964.396192 sec): 3 clusters Score: Raw -72383.338234 + Penalty 1277.070883 = -71106.267351 nChanged 0 SP:Iteration 15F (5964.399602 sec): 3 clusters Score: Raw -72383.338234 + Penalty 1277.070883 = -71106.267351 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5964.437537 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5964.477399 sec): 3 clusters Score: Raw -1882336.762700 + Penalty 1878.385535 = -1880458.377164 nChanged 9103 SP:Iteration 1F (5964.515111 sec): 3 clusters Score: Raw -1887813.588259 + Penalty 1878.385535 = -1885935.202724 nChanged 1249 SP:Iteration 2F (5964.596794 sec): 3 clusters Score: Raw -1888575.032468 + Penalty 1878.385535 = -1886696.646933 nChanged 1373 SP:Iteration 3F (5964.658825 sec): 3 clusters Score: Raw -1889541.038809 + Penalty 1878.385535 = -1887662.653274 nChanged 1446 SP:Iteration 4F (5964.736167 sec): 3 clusters Score: Raw -1890611.751361 + Penalty 1878.385535 = -1888733.365826 nChanged 1380 SP:Iteration 5F (5964.811029 sec): 3 clusters Score: Raw -1891666.926741 + Penalty 1878.385535 = -1889788.541206 nChanged 1222 SP:Iteration 6F (5964.883862 sec): 3 clusters Score: Raw -1892615.212074 + Penalty 1878.385535 = -1890736.826538 nChanged 995 SP:Iteration 7F (5964.949084 sec): 3 clusters Score: Raw -1893288.756642 + Penalty 1878.385535 = -1891410.371107 nChanged 683 SP:Iteration 8Q (5965.030851 sec): 3 clusters Score: Raw -1893642.589916 + Penalty 1878.385535 = -1891764.204380 nChanged 453 SP:Iteration 9Q (5965.096959 sec): 3 clusters Score: Raw -1893865.009400 + Penalty 1878.385535 = -1891986.623865 nChanged 373 SP:Iteration 10Q (5965.174650 sec): 3 clusters Score: Raw -1894048.847462 + Penalty 1878.385535 = -1892170.461927 nChanged 329 SP:Iteration 11Q (5965.244454 sec): 3 clusters Score: Raw -1894196.099947 + Penalty 1878.385535 = -1892317.714412 nChanged 283 SP:Iteration 12Q (5965.310560 sec): 3 clusters Score: Raw -1894306.011242 + Penalty 1878.385535 = -1892427.625707 nChanged 227 SP:Iteration 13Q (5965.377453 sec): 3 clusters Score: Raw -1894376.454312 + Penalty 1878.385535 = -1892498.068777 nChanged 188 SP:Iteration 14Q (5965.442724 sec): 3 clusters Score: Raw -1894426.876060 + Penalty 1878.385535 = -1892548.490525 nChanged 172 SP:Iteration 15Q (5965.525210 sec): 3 clusters Score: Raw -1894479.536903 + Penalty 1878.385535 = -1892601.151368 nChanged 152 SP:Iteration 16Q (5965.586571 sec): 3 clusters Score: Raw -1894518.248643 + Penalty 1878.385535 = -1892639.863108 nChanged 140 SP:Iteration 17Q (5965.668467 sec): 3 clusters Score: Raw -1894547.144896 + Penalty 1878.385535 = -1892668.759361 nChanged 99 SP:Iteration 18Q (5965.733289 sec): 3 clusters Score: Raw -1894564.049496 + Penalty 1878.385535 = -1892685.663961 nChanged 94 SP:Iteration 19Q (5965.806034 sec): 3 clusters Score: Raw -1894580.476383 + Penalty 1878.385535 = -1892702.090848 nChanged 95 SP:Iteration 20F (5965.880017 sec): 3 clusters Score: Raw -1894595.055724 + Penalty 1878.385535 = -1892716.670189 nChanged 88 SP:Iteration 21Q (5965.949423 sec): 3 clusters Score: Raw -1894606.577301 + Penalty 1878.385535 = -1892728.191766 nChanged 74 SP:Iteration 22Q (5966.022028 sec): 3 clusters Score: Raw -1894616.496984 + Penalty 1878.385535 = -1892738.111449 nChanged 78 SP:Iteration 23Q (5966.083502 sec): 3 clusters Score: Raw -1894627.243832 + Penalty 1878.385535 = -1892748.858297 nChanged 79 SP:Iteration 24Q (5966.167393 sec): 3 clusters Score: Raw -1894640.233631 + Penalty 1878.385535 = -1892761.848095 nChanged 82 SP:Iteration 25Q (5966.239713 sec): 3 clusters Score: Raw -1894652.622343 + Penalty 1878.385535 = -1892774.236808 nChanged 77 SP:Iteration 26Q (5966.312513 sec): 3 clusters Score: Raw -1894662.905549 + Penalty 1878.385535 = -1892784.520013 nChanged 69 SP:Iteration 27Q (5966.383726 sec): 3 clusters Score: Raw -1894671.666967 + Penalty 1878.385535 = -1892793.281431 nChanged 61 SP:Iteration 28Q (5966.449804 sec): 3 clusters Score: Raw -1894678.686490 + Penalty 1878.385535 = -1892800.300954 nChanged 67 SP:Iteration 29Q (5966.510747 sec): 3 clusters Score: Raw -1894687.405617 + Penalty 1878.385535 = -1892809.020082 nChanged 74 SP:Iteration 30Q (5966.578661 sec): 3 clusters Score: Raw -1894697.266329 + Penalty 1878.385535 = -1892818.880794 nChanged 77 SP:Iteration 31Q (5966.653576 sec): 3 clusters Score: Raw -1894707.973503 + Penalty 1878.385535 = -1892829.587968 nChanged 70 SP:Iteration 32Q (5966.716509 sec): 3 clusters Score: Raw -1894717.094881 + Penalty 1878.385535 = -1892838.709346 nChanged 71 SP:Iteration 33Q (5966.789695 sec): 3 clusters Score: Raw -1894727.504575 + Penalty 1878.385535 = -1892849.119039 nChanged 69 SP:Iteration 34Q (5966.870685 sec): 3 clusters Score: Raw -1894735.984275 + Penalty 1878.385535 = -1892857.598740 nChanged 68 SP:Iteration 35Q (5966.944691 sec): 3 clusters Score: Raw -1894745.374162 + Penalty 1878.385535 = -1892866.988626 nChanged 69 SP:Iteration 36Q (5967.016580 sec): 3 clusters Score: Raw -1894754.819282 + Penalty 1878.385535 = -1892876.433747 nChanged 78 SP:Iteration 37Q (5967.074445 sec): 3 clusters Score: Raw -1894766.024198 + Penalty 1878.385535 = -1892887.638663 nChanged 77 SP:Iteration 38Q (5967.141769 sec): 3 clusters Score: Raw -1894777.621292 + Penalty 1878.385535 = -1892899.235757 nChanged 78 SP:Iteration 39Q (5967.223484 sec): 3 clusters Score: Raw -1894789.773833 + Penalty 1878.385535 = -1892911.388298 nChanged 73 SP:Iteration 40F (5967.286680 sec): 3 clusters Score: Raw -1894800.917643 + Penalty 1878.385535 = -1892922.532108 nChanged 68 SP:Iteration 41Q (5967.363954 sec): 3 clusters Score: Raw -1894812.562666 + Penalty 1878.385535 = -1892934.177131 nChanged 71 SP:Iteration 42Q (5967.436387 sec): 3 clusters Score: Raw -1894824.857439 + Penalty 1878.385535 = -1892946.471903 nChanged 59 SP:Iteration 43Q (5967.507623 sec): 3 clusters Score: Raw -1894835.438507 + Penalty 1878.385535 = -1892957.052972 nChanged 73 SP:Iteration 44Q (5967.572962 sec): 3 clusters Score: Raw -1894849.867146 + Penalty 1878.385535 = -1892971.481611 nChanged 72 SP:Iteration 45Q (5967.634535 sec): 3 clusters Score: Raw -1894866.698489 + Penalty 1878.385535 = -1892988.312954 nChanged 73 SP:Iteration 46Q (5967.708511 sec): 3 clusters Score: Raw -1894883.841044 + Penalty 1878.385535 = -1893005.455508 nChanged 71 SP:Iteration 47Q (5967.778249 sec): 3 clusters Score: Raw -1894898.020645 + Penalty 1878.385535 = -1893019.635110 nChanged 59 SP:Iteration 48Q (5967.847275 sec): 3 clusters Score: Raw -1894907.263866 + Penalty 1878.385535 = -1893028.878331 nChanged 64 SP:Iteration 49Q (5967.915054 sec): 3 clusters Score: Raw -1894918.897285 + Penalty 1878.385535 = -1893040.511750 nChanged 51 SP:Iteration 50Q (5967.973341 sec): 3 clusters Score: Raw -1894927.937869 + Penalty 1878.385535 = -1893049.552334 nChanged 47 SP:Iteration 51Q (5968.049791 sec): 3 clusters Score: Raw -1894934.657911 + Penalty 1878.385535 = -1893056.272376 nChanged 42 SP:Iteration 52Q (5968.104926 sec): 3 clusters Score: Raw -1894939.969149 + Penalty 1878.385535 = -1893061.583614 nChanged 36 SP:Iteration 53Q (5968.173154 sec): 3 clusters Score: Raw -1894944.085108 + Penalty 1878.385535 = -1893065.699573 nChanged 39 SP:Iteration 54Q (5968.245339 sec): 3 clusters Score: Raw -1894949.140298 + Penalty 1878.385535 = -1893070.754763 nChanged 45 SP:Iteration 55Q (5968.312044 sec): 3 clusters Score: Raw -1894955.851283 + Penalty 1878.385535 = -1893077.465748 nChanged 41 SP:Iteration 56Q (5968.382735 sec): 3 clusters Score: Raw -1894961.995868 + Penalty 1878.385535 = -1893083.610333 nChanged 28 SP:Iteration 57Q (5968.453434 sec): 3 clusters Score: Raw -1894965.433881 + Penalty 1878.385535 = -1893087.048345 nChanged 36 SP:Iteration 58Q (5968.525918 sec): 3 clusters Score: Raw -1894970.613359 + Penalty 1878.385535 = -1893092.227824 nChanged 41 SP:Iteration 59Q (5968.595919 sec): 3 clusters Score: Raw -1894976.788548 + Penalty 1878.385535 = -1893098.403013 nChanged 41 SP:Iteration 60F (5968.666459 sec): 3 clusters Score: Raw -1894983.286989 + Penalty 1878.385535 = -1893104.901454 nChanged 37 SP:Iteration 61Q (5968.725815 sec): 3 clusters Score: Raw -1894989.355335 + Penalty 1878.385535 = -1893110.969800 nChanged 34 SP:Iteration 62Q (5968.794802 sec): 3 clusters Score: Raw -1894994.959074 + Penalty 1878.385535 = -1893116.573539 nChanged 39 SP:Iteration 63Q (5968.861169 sec): 3 clusters Score: Raw -1895001.094909 + Penalty 1878.385535 = -1893122.709374 nChanged 33 SP:Iteration 64Q (5968.927978 sec): 3 clusters Score: Raw -1895006.179825 + Penalty 1878.385535 = -1893127.794290 nChanged 29 SP:Iteration 65Q (5969.001041 sec): 3 clusters Score: Raw -1895010.000990 + Penalty 1878.385535 = -1893131.615455 nChanged 27 SP:Iteration 66Q (5969.062598 sec): 3 clusters Score: Raw -1895014.016629 + Penalty 1878.385535 = -1893135.631094 nChanged 24 SP:Iteration 67Q (5969.133234 sec): 3 clusters Score: Raw -1895016.508030 + Penalty 1878.385535 = -1893138.122494 nChanged 23 SP:Iteration 68Q (5969.203864 sec): 3 clusters Score: Raw -1895019.254489 + Penalty 1878.385535 = -1893140.868953 nChanged 20 SP:Iteration 69Q (5969.274239 sec): 3 clusters Score: Raw -1895021.854657 + Penalty 1878.385535 = -1893143.469121 nChanged 12 SP:Iteration 70Q (5969.350806 sec): 3 clusters Score: Raw -1895023.557142 + Penalty 1878.385535 = -1893145.171607 nChanged 16 SP:Iteration 71Q (5969.410491 sec): 3 clusters Score: Raw -1895026.641597 + Penalty 1878.385535 = -1893148.256062 nChanged 25 SP:Iteration 72Q (5969.470968 sec): 3 clusters Score: Raw -1895030.025097 + Penalty 1878.385535 = -1893151.639562 nChanged 21 SP:Iteration 73Q (5969.532517 sec): 3 clusters Score: Raw -1895032.829882 + Penalty 1878.385535 = -1893154.444347 nChanged 18 SP:Iteration 74Q (5969.600092 sec): 3 clusters Score: Raw -1895034.954336 + Penalty 1878.385535 = -1893156.568801 nChanged 15 SP:Iteration 75Q (5969.668767 sec): 3 clusters Score: Raw -1895036.657812 + Penalty 1878.385535 = -1893158.272277 nChanged 14 SP:Iteration 76Q (5969.741448 sec): 3 clusters Score: Raw -1895038.001537 + Penalty 1878.385535 = -1893159.616002 nChanged 12 SP:Iteration 77Q (5969.810741 sec): 3 clusters Score: Raw -1895039.166563 + Penalty 1878.385535 = -1893160.781027 nChanged 14 SP:Iteration 78Q (5969.881560 sec): 3 clusters Score: Raw -1895041.110053 + Penalty 1878.385535 = -1893162.724517 nChanged 16 SP:Iteration 79Q (5969.945574 sec): 3 clusters Score: Raw -1895043.206259 + Penalty 1878.385535 = -1893164.820724 nChanged 13 SP:Iteration 80F (5970.016766 sec): 3 clusters Score: Raw -1895044.707467 + Penalty 1878.385535 = -1893166.321932 nChanged 12 SP:Iteration 81Q (5970.085144 sec): 3 clusters Score: Raw -1895046.019096 + Penalty 1878.385535 = -1893167.633560 nChanged 10 SP:Iteration 82Q (5970.150888 sec): 3 clusters Score: Raw -1895046.817641 + Penalty 1878.385535 = -1893168.432105 nChanged 6 SP:Iteration 83Q (5970.216307 sec): 3 clusters Score: Raw -1895047.198940 + Penalty 1878.385535 = -1893168.813405 nChanged 4 SP:Iteration 84Q (5970.282836 sec): 3 clusters Score: Raw -1895047.501577 + Penalty 1878.385535 = -1893169.116042 nChanged 3 SP:Iteration 85Q (5970.349301 sec): 3 clusters Score: Raw -1895047.801502 + Penalty 1878.385535 = -1893169.415966 nChanged 4 SP:Iteration 86Q (5970.416200 sec): 3 clusters Score: Raw -1895048.024872 + Penalty 1878.385535 = -1893169.639336 nChanged 4 SP:Iteration 87Q (5970.482812 sec): 3 clusters Score: Raw -1895048.428780 + Penalty 1878.385535 = -1893170.043245 nChanged 2 SP:Iteration 88Q (5970.548446 sec): 3 clusters Score: Raw -1895048.529307 + Penalty 1878.385535 = -1893170.143772 nChanged 2 SP:Iteration 89Q (5970.615444 sec): 3 clusters Score: Raw -1895048.615483 + Penalty 1878.385535 = -1893170.229947 nChanged 1 SP:Iteration 90Q (5970.680989 sec): 3 clusters Score: Raw -1895048.655292 + Penalty 1878.385535 = -1893170.269756 nChanged 1 SP:Iteration 91Q (5970.748062 sec): 3 clusters Score: Raw -1895048.673077 + Penalty 1878.385535 = -1893170.287541 nChanged 1 SP:Iteration 92Q (5970.813861 sec): 3 clusters Score: Raw -1895048.720855 + Penalty 1878.385535 = -1893170.335320 nChanged 0 SP:Iteration 93F (5970.888764 sec): 3 clusters Score: Raw -1895048.720855 + Penalty 1878.385535 = -1893170.335320 nChanged 0 Trying to split cluster 30 (12426 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5970.919965 sec): 2 clusters Score: Raw -1172821.856622 + Penalty 895.616901 = -1171926.239720 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5970.987915 sec): 3 clusters Score: Raw -1165297.995924 + Penalty 1791.233803 = -1163506.762121 nChanged 5601 SP:Iteration 1F (5971.032155 sec): 3 clusters Score: Raw -1168488.577556 + Penalty 1791.233803 = -1166697.343753 nChanged 652 SP:Iteration 2F (5971.095754 sec): 3 clusters Score: Raw -1168749.568710 + Penalty 1791.233803 = -1166958.334907 nChanged 645 SP:Iteration 3F (5971.154856 sec): 3 clusters Score: Raw -1169038.706133 + Penalty 1791.233803 = -1167247.472330 nChanged 627 SP:Iteration 4F (5971.228461 sec): 3 clusters Score: Raw -1169328.201279 + Penalty 1791.233803 = -1167536.967476 nChanged 652 SP:Iteration 5F (5971.281452 sec): 3 clusters Score: Raw -1169683.781541 + Penalty 1791.233803 = -1167892.547739 nChanged 692 SP:Iteration 6F (5971.343722 sec): 3 clusters Score: Raw -1170114.858382 + Penalty 1791.233803 = -1168323.624579 nChanged 740 SP:Iteration 7F (5971.407286 sec): 3 clusters Score: Raw -1170616.610674 + Penalty 1791.233803 = -1168825.376872 nChanged 710 SP:Iteration 8F (5971.471809 sec): 3 clusters Score: Raw -1171154.528810 + Penalty 1791.233803 = -1169363.295007 nChanged 606 SP:Iteration 9Q (5971.529773 sec): 3 clusters Score: Raw -1171651.754685 + Penalty 1791.233803 = -1169860.520882 nChanged 483 SP:Iteration 10Q (5971.589627 sec): 3 clusters Score: Raw -1172013.225556 + Penalty 1791.233803 = -1170221.991753 nChanged 346 SP:Iteration 11Q (5971.661493 sec): 3 clusters Score: Raw -1172241.644443 + Penalty 1791.233803 = -1170450.410640 nChanged 263 SP:Iteration 12Q (5971.714835 sec): 3 clusters Score: Raw -1172403.064134 + Penalty 1791.233803 = -1170611.830331 nChanged 194 SP:Iteration 13Q (5971.781599 sec): 3 clusters Score: Raw -1172502.964166 + Penalty 1791.233803 = -1170711.730363 nChanged 158 SP:Iteration 14Q (5971.838423 sec): 3 clusters Score: Raw -1172576.416697 + Penalty 1791.233803 = -1170785.182895 nChanged 119 SP:Iteration 15Q (5971.883746 sec): 3 clusters Score: Raw -1172627.325321 + Penalty 1791.233803 = -1170836.091518 nChanged 100 SP:Iteration 16Q (5971.948577 sec): 3 clusters Score: Raw -1172663.192997 + Penalty 1791.233803 = -1170871.959194 nChanged 84 SP:Iteration 17Q (5972.000550 sec): 3 clusters Score: Raw -1172694.388236 + Penalty 1791.233803 = -1170903.154433 nChanged 71 SP:Iteration 18Q (5972.066570 sec): 3 clusters Score: Raw -1172716.579955 + Penalty 1791.233803 = -1170925.346152 nChanged 74 SP:Iteration 19Q (5972.120985 sec): 3 clusters Score: Raw -1172738.309292 + Penalty 1791.233803 = -1170947.075489 nChanged 65 SP:Iteration 20F (5972.161759 sec): 3 clusters Score: Raw -1172756.100379 + Penalty 1791.233803 = -1170964.866576 nChanged 55 SP:Iteration 21Q (5972.228515 sec): 3 clusters Score: Raw -1172771.041056 + Penalty 1791.233803 = -1170979.807253 nChanged 36 SP:Iteration 22Q (5972.288793 sec): 3 clusters Score: Raw -1172780.839849 + Penalty 1791.233803 = -1170989.606046 nChanged 34 SP:Iteration 23Q (5972.338285 sec): 3 clusters Score: Raw -1172789.166180 + Penalty 1791.233803 = -1170997.932377 nChanged 24 SP:Iteration 24Q (5972.407265 sec): 3 clusters Score: Raw -1172794.209864 + Penalty 1791.233803 = -1171002.976061 nChanged 23 SP:Iteration 25Q (5972.462999 sec): 3 clusters Score: Raw -1172799.005461 + Penalty 1791.233803 = -1171007.771658 nChanged 27 SP:Iteration 26Q (5972.512997 sec): 3 clusters Score: Raw -1172805.482395 + Penalty 1791.233803 = -1171014.248592 nChanged 28 SP:Iteration 27Q (5972.573304 sec): 3 clusters Score: Raw -1172812.996964 + Penalty 1791.233803 = -1171021.763161 nChanged 27 SP:Iteration 28Q (5972.636553 sec): 3 clusters Score: Raw -1172819.458562 + Penalty 1791.233803 = -1171028.224759 nChanged 23 SP:Iteration 29Q (5972.696763 sec): 3 clusters Score: Raw -1172825.381674 + Penalty 1791.233803 = -1171034.147872 nChanged 25 SP:Iteration 30Q (5972.767729 sec): 3 clusters Score: Raw -1172830.358004 + Penalty 1791.233803 = -1171039.124201 nChanged 23 SP:Iteration 31Q (5972.828298 sec): 3 clusters Score: Raw -1172833.924532 + Penalty 1791.233803 = -1171042.690729 nChanged 18 SP:Iteration 32Q (5972.886671 sec): 3 clusters Score: Raw -1172836.381202 + Penalty 1791.233803 = -1171045.147399 nChanged 13 SP:Iteration 33Q (5972.945357 sec): 3 clusters Score: Raw -1172837.664113 + Penalty 1791.233803 = -1171046.430311 nChanged 12 SP:Iteration 34Q (5973.004386 sec): 3 clusters Score: Raw -1172839.803262 + Penalty 1791.233803 = -1171048.569459 nChanged 12 SP:Iteration 35Q (5973.060491 sec): 3 clusters Score: Raw -1172843.070429 + Penalty 1791.233803 = -1171051.836627 nChanged 17 SP:Iteration 36Q (5973.124851 sec): 3 clusters Score: Raw -1172846.063785 + Penalty 1791.233803 = -1171054.829982 nChanged 23 SP:Iteration 37Q (5973.177577 sec): 3 clusters Score: Raw -1172850.647830 + Penalty 1791.233803 = -1171059.414027 nChanged 21 SP:Iteration 38Q (5973.229526 sec): 3 clusters Score: Raw -1172855.378066 + Penalty 1791.233803 = -1171064.144263 nChanged 15 SP:Iteration 39Q (5973.291039 sec): 3 clusters Score: Raw -1172857.751858 + Penalty 1791.233803 = -1171066.518055 nChanged 6 SP:Iteration 40F (5973.357533 sec): 3 clusters Score: Raw -1172858.279167 + Penalty 1791.233803 = -1171067.045364 nChanged 1 SP:Iteration 41Q (5973.413868 sec): 3 clusters Score: Raw -1172858.320881 + Penalty 1791.233803 = -1171067.087078 nChanged 0 SP:Iteration 42F (5973.465222 sec): 3 clusters Score: Raw -1172858.320881 + Penalty 1791.233803 = -1171067.087078 nChanged 0 Trying to split cluster 31 (9216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5973.509061 sec): 2 clusters Score: Raw -850643.321601 + Penalty 867.226156 = -849776.095444 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5973.566645 sec): 3 clusters Score: Raw -845230.104859 + Penalty 1734.452313 = -843495.652546 nChanged 4145 SP:Iteration 1F (5973.610087 sec): 3 clusters Score: Raw -847463.416243 + Penalty 1734.452313 = -845728.963930 nChanged 505 SP:Iteration 2F (5973.668254 sec): 3 clusters Score: Raw -847669.514044 + Penalty 1734.452313 = -845935.061731 nChanged 456 SP:Iteration 3Q (5973.714573 sec): 3 clusters Score: Raw -847862.355674 + Penalty 1734.452313 = -846127.903362 nChanged 446 SP:Iteration 4Q (5973.766552 sec): 3 clusters Score: Raw -848052.179032 + Penalty 1734.452313 = -846317.726719 nChanged 414 SP:Iteration 5Q (5973.830367 sec): 3 clusters Score: Raw -848251.112717 + Penalty 1734.452313 = -846516.660404 nChanged 397 SP:Iteration 6Q (5973.875106 sec): 3 clusters Score: Raw -848470.812679 + Penalty 1734.452313 = -846736.360367 nChanged 436 SP:Iteration 7Q (5973.898518 sec): 3 clusters Score: Raw -848749.304244 + Penalty 1734.452313 = -847014.851931 nChanged 469 SP:Iteration 8F (5973.922244 sec): 3 clusters Score: Raw -849062.728426 + Penalty 1734.452313 = -847328.276113 nChanged 420 SP:Iteration 9Q (5973.945810 sec): 3 clusters Score: Raw -849345.545441 + Penalty 1734.452313 = -847611.093129 nChanged 396 SP:Iteration 10Q (5973.969502 sec): 3 clusters Score: Raw -849571.464307 + Penalty 1734.452313 = -847837.011994 nChanged 282 SP:Iteration 11Q (5973.993183 sec): 3 clusters Score: Raw -849707.447002 + Penalty 1734.452313 = -847972.994689 nChanged 204 SP:Iteration 12Q (5974.016152 sec): 3 clusters Score: Raw -849796.205633 + Penalty 1734.452313 = -848061.753320 nChanged 166 SP:Iteration 13Q (5974.039396 sec): 3 clusters Score: Raw -849866.875184 + Penalty 1734.452313 = -848132.422871 nChanged 155 SP:Iteration 14Q (5974.062584 sec): 3 clusters Score: Raw -849920.052824 + Penalty 1734.452313 = -848185.600511 nChanged 131 SP:Iteration 15Q (5974.099473 sec): 3 clusters Score: Raw -849965.702292 + Penalty 1734.452313 = -848231.249980 nChanged 116 SP:Iteration 16Q (5974.121198 sec): 3 clusters Score: Raw -850001.172951 + Penalty 1734.452313 = -848266.720638 nChanged 107 SP:Iteration 17Q (5974.144287 sec): 3 clusters Score: Raw -850034.367345 + Penalty 1734.452313 = -848299.915032 nChanged 109 SP:Iteration 18Q (5974.178500 sec): 3 clusters Score: Raw -850068.659305 + Penalty 1734.452313 = -848334.206992 nChanged 109 SP:Iteration 19Q (5974.201499 sec): 3 clusters Score: Raw -850101.136271 + Penalty 1734.452313 = -848366.683958 nChanged 101 SP:Iteration 20F (5974.225097 sec): 3 clusters Score: Raw -850135.128333 + Penalty 1734.452313 = -848400.676020 nChanged 106 SP:Iteration 21Q (5974.248031 sec): 3 clusters Score: Raw -850178.380791 + Penalty 1734.452313 = -848443.928478 nChanged 120 SP:Iteration 22Q (5974.270994 sec): 3 clusters Score: Raw -850227.293716 + Penalty 1734.452313 = -848492.841403 nChanged 115 SP:Iteration 23Q (5974.293910 sec): 3 clusters Score: Raw -850274.472801 + Penalty 1734.452313 = -848540.020488 nChanged 113 SP:Iteration 24Q (5974.326448 sec): 3 clusters Score: Raw -850326.165886 + Penalty 1734.452313 = -848591.713573 nChanged 133 SP:Iteration 25Q (5974.363810 sec): 3 clusters Score: Raw -850381.803797 + Penalty 1734.452313 = -848647.351485 nChanged 107 SP:Iteration 26Q (5974.397762 sec): 3 clusters Score: Raw -850425.548491 + Penalty 1734.452313 = -848691.096178 nChanged 95 SP:Iteration 27Q (5974.462941 sec): 3 clusters Score: Raw -850464.635082 + Penalty 1734.452313 = -848730.182769 nChanged 87 SP:Iteration 28Q (5974.518847 sec): 3 clusters Score: Raw -850502.742140 + Penalty 1734.452313 = -848768.289827 nChanged 77 SP:Iteration 29Q (5974.563901 sec): 3 clusters Score: Raw -850531.511210 + Penalty 1734.452313 = -848797.058897 nChanged 59 SP:Iteration 30Q (5974.618752 sec): 3 clusters Score: Raw -850548.727093 + Penalty 1734.452313 = -848814.274781 nChanged 56 SP:Iteration 31Q (5974.677038 sec): 3 clusters Score: Raw -850565.849843 + Penalty 1734.452313 = -848831.397531 nChanged 56 SP:Iteration 32Q (5974.733759 sec): 3 clusters Score: Raw -850585.060626 + Penalty 1734.452313 = -848850.608313 nChanged 52 SP:Iteration 33Q (5974.788097 sec): 3 clusters Score: Raw -850602.904082 + Penalty 1734.452313 = -848868.451770 nChanged 46 SP:Iteration 34Q (5974.834785 sec): 3 clusters Score: Raw -850616.888002 + Penalty 1734.452313 = -848882.435689 nChanged 44 SP:Iteration 35Q (5974.899329 sec): 3 clusters Score: Raw -850628.140042 + Penalty 1734.452313 = -848893.687729 nChanged 31 SP:Iteration 36Q (5974.954780 sec): 3 clusters Score: Raw -850636.497254 + Penalty 1734.452313 = -848902.044941 nChanged 39 SP:Iteration 37Q (5975.014007 sec): 3 clusters Score: Raw -850650.374975 + Penalty 1734.452313 = -848915.922662 nChanged 37 SP:Iteration 38Q (5975.060829 sec): 3 clusters Score: Raw -850662.875622 + Penalty 1734.452313 = -848928.423309 nChanged 27 SP:Iteration 39Q (5975.126423 sec): 3 clusters Score: Raw -850669.163611 + Penalty 1734.452313 = -848934.711299 nChanged 27 SP:Iteration 40F (5975.184283 sec): 3 clusters Score: Raw -850674.817966 + Penalty 1734.452313 = -848940.365653 nChanged 17 SP:Iteration 41Q (5975.241275 sec): 3 clusters Score: Raw -850677.777564 + Penalty 1734.452313 = -848943.325251 nChanged 9 SP:Iteration 42Q (5975.294840 sec): 3 clusters Score: Raw -850679.327638 + Penalty 1734.452313 = -848944.875325 nChanged 9 SP:Iteration 43Q (5975.357313 sec): 3 clusters Score: Raw -850680.387612 + Penalty 1734.452313 = -848945.935299 nChanged 6 SP:Iteration 44Q (5975.413737 sec): 3 clusters Score: Raw -850681.360691 + Penalty 1734.452313 = -848946.908378 nChanged 6 SP:Iteration 45Q (5975.474494 sec): 3 clusters Score: Raw -850681.748698 + Penalty 1734.452313 = -848947.296385 nChanged 3 SP:Iteration 46Q (5975.532130 sec): 3 clusters Score: Raw -850681.919060 + Penalty 1734.452313 = -848947.466748 nChanged 3 SP:Iteration 47Q (5975.578806 sec): 3 clusters Score: Raw -850682.412601 + Penalty 1734.452313 = -848947.960288 nChanged 2 SP:Iteration 48Q (5975.641389 sec): 3 clusters Score: Raw -850682.765914 + Penalty 1734.452313 = -848948.313601 nChanged 3 SP:Iteration 49Q (5975.694649 sec): 3 clusters Score: Raw -850683.096913 + Penalty 1734.452313 = -848948.644600 nChanged 2 SP:Iteration 50Q (5975.752565 sec): 3 clusters Score: Raw -850683.304005 + Penalty 1734.452313 = -848948.851693 nChanged 1 SP:Iteration 51Q (5975.804368 sec): 3 clusters Score: Raw -850683.363188 + Penalty 1734.452313 = -848948.910875 nChanged 1 SP:Iteration 52Q (5975.871648 sec): 3 clusters Score: Raw -850683.411503 + Penalty 1734.452313 = -848948.959190 nChanged 0 SP:Iteration 53F (5975.914374 sec): 3 clusters Score: Raw -850683.411503 + Penalty 1734.452313 = -848948.959190 nChanged 0 Trying to split cluster 32 (2548 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5975.946692 sec): 2 clusters Score: Raw -246338.735321 + Penalty 745.091082 = -245593.644240 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5975.986027 sec): 3 clusters Score: Raw -245075.056980 + Penalty 1490.182163 = -243584.874816 nChanged 1023 SP:Iteration 1F (5976.038712 sec): 3 clusters Score: Raw -245655.567424 + Penalty 1490.182163 = -244165.385260 nChanged 184 SP:Iteration 2F (5976.082348 sec): 3 clusters Score: Raw -245755.930287 + Penalty 1490.182163 = -244265.748124 nChanged 122 SP:Iteration 3Q (5976.143297 sec): 3 clusters Score: Raw -245816.854281 + Penalty 1490.182163 = -244326.672118 nChanged 98 SP:Iteration 4Q (5976.182872 sec): 3 clusters Score: Raw -245856.970378 + Penalty 1490.182163 = -244366.788215 nChanged 58 SP:Iteration 5Q (5976.239423 sec): 3 clusters Score: Raw -245878.291650 + Penalty 1490.182163 = -244388.109487 nChanged 47 SP:Iteration 6Q (5976.274323 sec): 3 clusters Score: Raw -245891.695079 + Penalty 1490.182163 = -244401.512916 nChanged 42 SP:Iteration 7Q (5976.326785 sec): 3 clusters Score: Raw -245904.851263 + Penalty 1490.182163 = -244414.669100 nChanged 38 SP:Iteration 8Q (5976.369066 sec): 3 clusters Score: Raw -245921.297198 + Penalty 1490.182163 = -244431.115035 nChanged 40 SP:Iteration 9Q (5976.399549 sec): 3 clusters Score: Raw -245937.284457 + Penalty 1490.182163 = -244447.102294 nChanged 38 SP:Iteration 10Q (5976.409484 sec): 3 clusters Score: Raw -245948.974991 + Penalty 1490.182163 = -244458.792828 nChanged 24 SP:Iteration 11Q (5976.419132 sec): 3 clusters Score: Raw -245960.650864 + Penalty 1490.182163 = -244470.468701 nChanged 39 SP:Iteration 12Q (5976.428720 sec): 3 clusters Score: Raw -245979.063607 + Penalty 1490.182163 = -244488.881444 nChanged 44 SP:Iteration 13Q (5976.438312 sec): 3 clusters Score: Raw -246005.763051 + Penalty 1490.182163 = -244515.580888 nChanged 47 SP:Iteration 14Q (5976.447776 sec): 3 clusters Score: Raw -246025.230013 + Penalty 1490.182163 = -244535.047850 nChanged 31 SP:Iteration 15Q (5976.457336 sec): 3 clusters Score: Raw -246042.702688 + Penalty 1490.182163 = -244552.520525 nChanged 37 SP:Iteration 16Q (5976.466904 sec): 3 clusters Score: Raw -246063.873168 + Penalty 1490.182163 = -244573.691005 nChanged 42 SP:Iteration 17Q (5976.476457 sec): 3 clusters Score: Raw -246082.329027 + Penalty 1490.182163 = -244592.146864 nChanged 37 SP:Iteration 18Q (5976.485877 sec): 3 clusters Score: Raw -246102.991976 + Penalty 1490.182163 = -244612.809813 nChanged 42 SP:Iteration 19Q (5976.495380 sec): 3 clusters Score: Raw -246123.031366 + Penalty 1490.182163 = -244632.849203 nChanged 47 SP:Iteration 20F (5976.508842 sec): 3 clusters Score: Raw -246145.573118 + Penalty 1490.182163 = -244655.390955 nChanged 42 SP:Iteration 21Q (5976.518356 sec): 3 clusters Score: Raw -246168.841564 + Penalty 1490.182163 = -244678.659401 nChanged 33 SP:Iteration 22Q (5976.527812 sec): 3 clusters Score: Raw -246182.044754 + Penalty 1490.182163 = -244691.862591 nChanged 29 SP:Iteration 23Q (5976.537317 sec): 3 clusters Score: Raw -246190.930116 + Penalty 1490.182163 = -244700.747953 nChanged 24 SP:Iteration 24Q (5976.546623 sec): 3 clusters Score: Raw -246198.274069 + Penalty 1490.182163 = -244708.091906 nChanged 22 SP:Iteration 25Q (5976.556153 sec): 3 clusters Score: Raw -246206.536709 + Penalty 1490.182163 = -244716.354546 nChanged 20 SP:Iteration 26Q (5976.565614 sec): 3 clusters Score: Raw -246211.907546 + Penalty 1490.182163 = -244721.725383 nChanged 22 SP:Iteration 27Q (5976.575049 sec): 3 clusters Score: Raw -246219.066167 + Penalty 1490.182163 = -244728.884004 nChanged 21 SP:Iteration 28Q (5976.584435 sec): 3 clusters Score: Raw -246227.252691 + Penalty 1490.182163 = -244737.070528 nChanged 23 SP:Iteration 29Q (5976.594377 sec): 3 clusters Score: Raw -246237.650687 + Penalty 1490.182163 = -244747.468524 nChanged 31 SP:Iteration 30Q (5976.604322 sec): 3 clusters Score: Raw -246250.381468 + Penalty 1490.182163 = -244760.199305 nChanged 18 SP:Iteration 31Q (5976.613695 sec): 3 clusters Score: Raw -246256.296968 + Penalty 1490.182163 = -244766.114805 nChanged 21 SP:Iteration 32Q (5976.623062 sec): 3 clusters Score: Raw -246264.186781 + Penalty 1490.182163 = -244774.004618 nChanged 20 SP:Iteration 33Q (5976.673172 sec): 3 clusters Score: Raw -246271.587445 + Penalty 1490.182163 = -244781.405282 nChanged 19 SP:Iteration 34Q (5976.713725 sec): 3 clusters Score: Raw -246279.156904 + Penalty 1490.182163 = -244788.974740 nChanged 16 SP:Iteration 35Q (5976.761070 sec): 3 clusters Score: Raw -246284.561437 + Penalty 1490.182163 = -244794.379274 nChanged 8 SP:Iteration 36Q (5976.811819 sec): 3 clusters Score: Raw -246286.916665 + Penalty 1490.182163 = -244796.734502 nChanged 7 SP:Iteration 37Q (5976.869910 sec): 3 clusters Score: Raw -246288.718557 + Penalty 1490.182163 = -244798.536394 nChanged 6 SP:Iteration 38Q (5976.919749 sec): 3 clusters Score: Raw -246290.166276 + Penalty 1490.182163 = -244799.984113 nChanged 7 SP:Iteration 39Q (5976.955103 sec): 3 clusters Score: Raw -246291.397311 + Penalty 1490.182163 = -244801.215148 nChanged 5 SP:Iteration 40F (5977.016024 sec): 3 clusters Score: Raw -246292.827322 + Penalty 1490.182163 = -244802.645159 nChanged 3 SP:Iteration 41Q (5977.057062 sec): 3 clusters Score: Raw -246293.460427 + Penalty 1490.182163 = -244803.278264 nChanged 3 SP:Iteration 42Q (5977.108208 sec): 3 clusters Score: Raw -246294.140467 + Penalty 1490.182163 = -244803.958304 nChanged 3 SP:Iteration 43Q (5977.159388 sec): 3 clusters Score: Raw -246294.711164 + Penalty 1490.182163 = -244804.529001 nChanged 5 SP:Iteration 44Q (5977.210751 sec): 3 clusters Score: Raw -246296.366728 + Penalty 1490.182163 = -244806.184565 nChanged 6 SP:Iteration 45Q (5977.261916 sec): 3 clusters Score: Raw -246299.035551 + Penalty 1490.182163 = -244808.853388 nChanged 12 SP:Iteration 46Q (5977.307588 sec): 3 clusters Score: Raw -246305.131255 + Penalty 1490.182163 = -244814.949092 nChanged 16 SP:Iteration 47Q (5977.358798 sec): 3 clusters Score: Raw -246311.647714 + Penalty 1490.182163 = -244821.465550 nChanged 13 SP:Iteration 48Q (5977.410930 sec): 3 clusters Score: Raw -246316.075226 + Penalty 1490.182163 = -244825.893063 nChanged 8 SP:Iteration 49Q (5977.462181 sec): 3 clusters Score: Raw -246318.260540 + Penalty 1490.182163 = -244828.078377 nChanged 5 SP:Iteration 50Q (5977.511463 sec): 3 clusters Score: Raw -246320.533383 + Penalty 1490.182163 = -244830.351220 nChanged 5 SP:Iteration 51Q (5977.562754 sec): 3 clusters Score: Raw -246322.234410 + Penalty 1490.182163 = -244832.052247 nChanged 8 SP:Iteration 52Q (5977.608450 sec): 3 clusters Score: Raw -246325.001062 + Penalty 1490.182163 = -244834.818899 nChanged 6 SP:Iteration 53Q (5977.659534 sec): 3 clusters Score: Raw -246327.504562 + Penalty 1490.182163 = -244837.322399 nChanged 7 SP:Iteration 54Q (5977.704385 sec): 3 clusters Score: Raw -246330.035264 + Penalty 1490.182163 = -244839.853101 nChanged 5 SP:Iteration 55Q (5977.755549 sec): 3 clusters Score: Raw -246331.481635 + Penalty 1490.182163 = -244841.299472 nChanged 4 SP:Iteration 56Q (5977.802570 sec): 3 clusters Score: Raw -246332.794721 + Penalty 1490.182163 = -244842.612558 nChanged 3 SP:Iteration 57Q (5977.852149 sec): 3 clusters Score: Raw -246333.603025 + Penalty 1490.182163 = -244843.420862 nChanged 2 SP:Iteration 58Q (5977.900345 sec): 3 clusters Score: Raw -246333.843168 + Penalty 1490.182163 = -244843.661004 nChanged 0 SP:Iteration 59F (5977.943453 sec): 3 clusters Score: Raw -246333.843168 + Penalty 1490.182163 = -244843.661004 nChanged 0 Trying to split cluster 33 (3347 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5977.971481 sec): 2 clusters Score: Raw -289328.990043 + Penalty 771.002872 = -288557.987172 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5978.018381 sec): 3 clusters Score: Raw -287513.276112 + Penalty 1542.005743 = -285971.270368 nChanged 1395 SP:Iteration 1F (5978.071370 sec): 3 clusters Score: Raw -288383.140753 + Penalty 1542.005743 = -286841.135009 nChanged 255 SP:Iteration 2F (5978.111561 sec): 3 clusters Score: Raw -288540.709806 + Penalty 1542.005743 = -286998.704063 nChanged 201 SP:Iteration 3F (5978.168399 sec): 3 clusters Score: Raw -288669.608333 + Penalty 1542.005743 = -287127.602590 nChanged 181 SP:Iteration 4F (5978.218089 sec): 3 clusters Score: Raw -288833.533712 + Penalty 1542.005743 = -287291.527969 nChanged 186 SP:Iteration 5F (5978.260992 sec): 3 clusters Score: Raw -289017.585233 + Penalty 1542.005743 = -287475.579490 nChanged 194 SP:Iteration 6F (5978.314297 sec): 3 clusters Score: Raw -289257.618396 + Penalty 1542.005743 = -287715.612653 nChanged 218 SP:Iteration 7F (5978.364893 sec): 3 clusters Score: Raw -289524.694614 + Penalty 1542.005743 = -287982.688871 nChanged 173 SP:Iteration 8F (5978.416363 sec): 3 clusters Score: Raw -289692.508684 + Penalty 1542.005743 = -288150.502940 nChanged 133 SP:Iteration 9Q (5978.467611 sec): 3 clusters Score: Raw -289789.888747 + Penalty 1542.005743 = -288247.883004 nChanged 94 SP:Iteration 10Q (5978.513930 sec): 3 clusters Score: Raw -289847.596519 + Penalty 1542.005743 = -288305.590775 nChanged 64 SP:Iteration 11Q (5978.565170 sec): 3 clusters Score: Raw -289880.009621 + Penalty 1542.005743 = -288338.003877 nChanged 51 SP:Iteration 12Q (5978.609944 sec): 3 clusters Score: Raw -289903.350675 + Penalty 1542.005743 = -288361.344931 nChanged 42 SP:Iteration 13Q (5978.661343 sec): 3 clusters Score: Raw -289924.331241 + Penalty 1542.005743 = -288382.325498 nChanged 34 SP:Iteration 14Q (5978.712812 sec): 3 clusters Score: Raw -289939.004877 + Penalty 1542.005743 = -288396.999134 nChanged 30 SP:Iteration 15Q (5978.764059 sec): 3 clusters Score: Raw -289952.210700 + Penalty 1542.005743 = -288410.204956 nChanged 31 SP:Iteration 16Q (5978.815477 sec): 3 clusters Score: Raw -289962.366289 + Penalty 1542.005743 = -288420.360546 nChanged 21 SP:Iteration 17Q (5978.861277 sec): 3 clusters Score: Raw -289967.143283 + Penalty 1542.005743 = -288425.137540 nChanged 12 SP:Iteration 18Q (5978.912528 sec): 3 clusters Score: Raw -289970.719840 + Penalty 1542.005743 = -288428.714096 nChanged 6 SP:Iteration 19Q (5978.959762 sec): 3 clusters Score: Raw -289972.925614 + Penalty 1542.005743 = -288430.919870 nChanged 13 SP:Iteration 20F (5979.011245 sec): 3 clusters Score: Raw -289975.954756 + Penalty 1542.005743 = -288433.949013 nChanged 10 SP:Iteration 21Q (5979.074511 sec): 3 clusters Score: Raw -289979.545372 + Penalty 1542.005743 = -288437.539628 nChanged 8 SP:Iteration 22Q (5979.115099 sec): 3 clusters Score: Raw -289982.139253 + Penalty 1542.005743 = -288440.133510 nChanged 10 SP:Iteration 23Q (5979.165765 sec): 3 clusters Score: Raw -289984.200498 + Penalty 1542.005743 = -288442.194755 nChanged 10 SP:Iteration 24Q (5979.217278 sec): 3 clusters Score: Raw -289986.854218 + Penalty 1542.005743 = -288444.848475 nChanged 10 SP:Iteration 25Q (5979.274601 sec): 3 clusters Score: Raw -289990.383485 + Penalty 1542.005743 = -288448.377742 nChanged 11 SP:Iteration 26Q (5979.315244 sec): 3 clusters Score: Raw -289994.484017 + Penalty 1542.005743 = -288452.478274 nChanged 9 SP:Iteration 27Q (5979.366693 sec): 3 clusters Score: Raw -289997.355247 + Penalty 1542.005743 = -288455.349504 nChanged 8 SP:Iteration 28Q (5979.411635 sec): 3 clusters Score: Raw -289999.871368 + Penalty 1542.005743 = -288457.865625 nChanged 8 SP:Iteration 29Q (5979.463100 sec): 3 clusters Score: Raw -290001.122677 + Penalty 1542.005743 = -288459.116934 nChanged 5 SP:Iteration 30Q (5979.508781 sec): 3 clusters Score: Raw -290002.089177 + Penalty 1542.005743 = -288460.083433 nChanged 4 SP:Iteration 31Q (5979.560050 sec): 3 clusters Score: Raw -290003.028174 + Penalty 1542.005743 = -288461.022431 nChanged 1 SP:Iteration 32Q (5979.604869 sec): 3 clusters Score: Raw -290003.278706 + Penalty 1542.005743 = -288461.272963 nChanged 1 SP:Iteration 33Q (5979.663011 sec): 3 clusters Score: Raw -290003.449678 + Penalty 1542.005743 = -288461.443934 nChanged 0 SP:Iteration 34F (5979.720069 sec): 3 clusters Score: Raw -290003.449678 + Penalty 1542.005743 = -288461.443934 nChanged 0 Trying to split cluster 34 (288186 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5979.983424 sec): 2 clusters Score: Raw -27502012.245365 + Penalty 1194.279331 = -27500817.966034 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5980.385040 sec): 3 clusters Score: Raw -27307943.714856 + Penalty 2388.558663 = -27305555.156193 nChanged 141489 SP:Iteration 1F (5980.790954 sec): 3 clusters Score: Raw -27393433.262147 + Penalty 2388.558663 = -27391044.703484 nChanged 9742 SP:Iteration 2Q (5981.226268 sec): 3 clusters Score: Raw -27396227.744441 + Penalty 2388.558663 = -27393839.185778 nChanged 11225 SP:Iteration 3Q (5981.668743 sec): 3 clusters Score: Raw -27400524.787764 + Penalty 2388.558663 = -27398136.229101 nChanged 13684 SP:Iteration 4Q (5982.104075 sec): 3 clusters Score: Raw -27407648.066933 + Penalty 2388.558663 = -27405259.508270 nChanged 16640 SP:Iteration 5F (5982.512743 sec): 3 clusters Score: Raw -27419027.432598 + Penalty 2388.558663 = -27416638.873935 nChanged 19086 SP:Iteration 6F (5982.925049 sec): 3 clusters Score: Raw -27433593.113931 + Penalty 2388.558663 = -27431204.555268 nChanged 18995 SP:Iteration 7F (5983.339948 sec): 3 clusters Score: Raw -27446282.683811 + Penalty 2388.558663 = -27443894.125148 nChanged 14524 SP:Iteration 8F (5983.752820 sec): 3 clusters Score: Raw -27452304.475287 + Penalty 2388.558663 = -27449915.916624 nChanged 8579 SP:Iteration 9Q (5984.176643 sec): 3 clusters Score: Raw -27454217.353137 + Penalty 2388.558663 = -27451828.794474 nChanged 4616 SP:Iteration 10Q (5984.588168 sec): 3 clusters Score: Raw -27454979.528757 + Penalty 2388.558663 = -27452590.970094 nChanged 3351 SP:Iteration 11Q (5984.989531 sec): 3 clusters Score: Raw -27455599.162341 + Penalty 2388.558663 = -27453210.603678 nChanged 3174 SP:Iteration 12Q (5985.386772 sec): 3 clusters Score: Raw -27456216.925390 + Penalty 2388.558663 = -27453828.366727 nChanged 3280 SP:Iteration 13Q (5985.766587 sec): 3 clusters Score: Raw -27456886.864531 + Penalty 2388.558663 = -27454498.305868 nChanged 3484 SP:Iteration 14Q (5986.176877 sec): 3 clusters Score: Raw -27457665.606463 + Penalty 2388.558663 = -27455277.047800 nChanged 3724 SP:Iteration 15Q (5986.593797 sec): 3 clusters Score: Raw -27458537.430952 + Penalty 2388.558663 = -27456148.872289 nChanged 3897 SP:Iteration 16Q (5987.009770 sec): 3 clusters Score: Raw -27459509.071323 + Penalty 2388.558663 = -27457120.512660 nChanged 4022 SP:Iteration 17Q (5987.422540 sec): 3 clusters Score: Raw -27460530.634923 + Penalty 2388.558663 = -27458142.076260 nChanged 4175 SP:Iteration 18Q (5987.821544 sec): 3 clusters Score: Raw -27461613.608442 + Penalty 2388.558663 = -27459225.049779 nChanged 4291 SP:Iteration 19Q (5988.246967 sec): 3 clusters Score: Raw -27462760.535247 + Penalty 2388.558663 = -27460371.976584 nChanged 4360 SP:Iteration 20F (5988.656548 sec): 3 clusters Score: Raw -27463952.792080 + Penalty 2388.558663 = -27461564.233418 nChanged 4399 SP:Iteration 21Q (5989.068228 sec): 3 clusters Score: Raw -27465211.351762 + Penalty 2388.558663 = -27462822.793099 nChanged 4551 SP:Iteration 22Q (5989.479308 sec): 3 clusters Score: Raw -27466573.992339 + Penalty 2388.558663 = -27464185.433676 nChanged 4738 SP:Iteration 23Q (5989.890820 sec): 3 clusters Score: Raw -27468047.927723 + Penalty 2388.558663 = -27465659.369060 nChanged 4768 SP:Iteration 24Q (5990.290447 sec): 3 clusters Score: Raw -27469584.522168 + Penalty 2388.558663 = -27467195.963505 nChanged 4889 SP:Iteration 25Q (5990.680814 sec): 3 clusters Score: Raw -27471237.316953 + Penalty 2388.558663 = -27468848.758290 nChanged 4971 SP:Iteration 26Q (5991.049217 sec): 3 clusters Score: Raw -27472957.616809 + Penalty 2388.558663 = -27470569.058146 nChanged 4932 SP:Iteration 27Q (5991.424066 sec): 3 clusters Score: Raw -27474677.336648 + Penalty 2388.558663 = -27472288.777985 nChanged 4902 SP:Iteration 28Q (5991.818368 sec): 3 clusters Score: Raw -27476440.766176 + Penalty 2388.558663 = -27474052.207513 nChanged 4922 SP:Iteration 29Q (5992.209845 sec): 3 clusters Score: Raw -27478314.258848 + Penalty 2388.558663 = -27475925.700185 nChanged 4894 SP:Iteration 30Q (5992.608780 sec): 3 clusters Score: Raw -27480235.462924 + Penalty 2388.558663 = -27477846.904261 nChanged 4744 SP:Iteration 31Q (5993.006038 sec): 3 clusters Score: Raw -27482171.222068 + Penalty 2388.558663 = -27479782.663405 nChanged 4647 SP:Iteration 32Q (5993.394184 sec): 3 clusters Score: Raw -27484102.414531 + Penalty 2388.558663 = -27481713.855868 nChanged 4509 SP:Iteration 33Q (5993.775624 sec): 3 clusters Score: Raw -27486036.533390 + Penalty 2388.558663 = -27483647.974727 nChanged 4218 SP:Iteration 34Q (5994.149179 sec): 3 clusters Score: Raw -27487858.064832 + Penalty 2388.558663 = -27485469.506170 nChanged 3994 SP:Iteration 35Q (5994.513148 sec): 3 clusters Score: Raw -27489634.037545 + Penalty 2388.558663 = -27487245.478882 nChanged 3780 SP:Iteration 36Q (5994.889519 sec): 3 clusters Score: Raw -27491375.170692 + Penalty 2388.558663 = -27488986.612029 nChanged 3480 SP:Iteration 37Q (5995.235281 sec): 3 clusters Score: Raw -27493011.290591 + Penalty 2388.558663 = -27490622.731928 nChanged 3116 SP:Iteration 38Q (5995.603460 sec): 3 clusters Score: Raw -27494467.948739 + Penalty 2388.558663 = -27492079.390076 nChanged 2736 SP:Iteration 39Q (5995.964759 sec): 3 clusters Score: Raw -27495756.302943 + Penalty 2388.558663 = -27493367.744280 nChanged 2370 SP:Iteration 40F (5996.342448 sec): 3 clusters Score: Raw -27496943.091325 + Penalty 2388.558663 = -27494554.532662 nChanged 2166 SP:Iteration 41Q (5996.662453 sec): 3 clusters Score: Raw -27497986.118664 + Penalty 2388.558663 = -27495597.560001 nChanged 1853 SP:Iteration 42Q (5996.977328 sec): 3 clusters Score: Raw -27498887.392135 + Penalty 2388.558663 = -27496498.833472 nChanged 1582 SP:Iteration 43Q (5997.328585 sec): 3 clusters Score: Raw -27499654.283730 + Penalty 2388.558663 = -27497265.725067 nChanged 1259 SP:Iteration 44Q (5997.685633 sec): 3 clusters Score: Raw -27500243.850403 + Penalty 2388.558663 = -27497855.291740 nChanged 1087 SP:Iteration 45Q (5998.037361 sec): 3 clusters Score: Raw -27500754.864377 + Penalty 2388.558663 = -27498366.305714 nChanged 834 SP:Iteration 46Q (5998.385171 sec): 3 clusters Score: Raw -27501143.753472 + Penalty 2388.558663 = -27498755.194809 nChanged 676 SP:Iteration 47Q (5998.730813 sec): 3 clusters Score: Raw -27501451.046608 + Penalty 2388.558663 = -27499062.487945 nChanged 510 SP:Iteration 48Q (5999.071957 sec): 3 clusters Score: Raw -27501685.302798 + Penalty 2388.558663 = -27499296.744135 nChanged 375 SP:Iteration 49Q (5999.384238 sec): 3 clusters Score: Raw -27501846.589243 + Penalty 2388.558663 = -27499458.030580 nChanged 286 SP:Iteration 50Q (5999.715933 sec): 3 clusters Score: Raw -27501956.178557 + Penalty 2388.558663 = -27499567.619894 nChanged 218 SP:Iteration 51Q (6000.050722 sec): 3 clusters Score: Raw -27502030.068044 + Penalty 2388.558663 = -27499641.509381 nChanged 168 SP:Iteration 52Q (6000.378887 sec): 3 clusters Score: Raw -27502085.275753 + Penalty 2388.558663 = -27499696.717090 nChanged 148 SP:Iteration 53Q (6000.726495 sec): 3 clusters Score: Raw -27502135.384683 + Penalty 2388.558663 = -27499746.826020 nChanged 127 SP:Iteration 54Q (6001.101974 sec): 3 clusters Score: Raw -27502183.367930 + Penalty 2388.558663 = -27499794.809267 nChanged 95 SP:Iteration 55Q (6001.454995 sec): 3 clusters Score: Raw -27502217.006216 + Penalty 2388.558663 = -27499828.447553 nChanged 88 SP:Iteration 56Q (6001.790040 sec): 3 clusters Score: Raw -27502249.066050 + Penalty 2388.558663 = -27499860.507387 nChanged 68 SP:Iteration 57Q (6002.137839 sec): 3 clusters Score: Raw -27502272.697078 + Penalty 2388.558663 = -27499884.138415 nChanged 62 SP:Iteration 58Q (6002.478757 sec): 3 clusters Score: Raw -27502294.769077 + Penalty 2388.558663 = -27499906.210414 nChanged 50 SP:Iteration 59Q (6002.820303 sec): 3 clusters Score: Raw -27502307.726276 + Penalty 2388.558663 = -27499919.167613 nChanged 29 SP:Iteration 60F (6003.222325 sec): 3 clusters Score: Raw -27502316.509284 + Penalty 2388.558663 = -27499927.950621 nChanged 19 SP:Iteration 61Q (6003.572494 sec): 3 clusters Score: Raw -27502321.169839 + Penalty 2388.558663 = -27499932.611176 nChanged 13 SP:Iteration 62Q (6003.911574 sec): 3 clusters Score: Raw -27502323.992459 + Penalty 2388.558663 = -27499935.433796 nChanged 12 SP:Iteration 63Q (6004.226677 sec): 3 clusters Score: Raw -27502326.566127 + Penalty 2388.558663 = -27499938.007464 nChanged 13 SP:Iteration 64Q (6004.572672 sec): 3 clusters Score: Raw -27502330.006269 + Penalty 2388.558663 = -27499941.447607 nChanged 16 SP:Iteration 65Q (6004.895898 sec): 3 clusters Score: Raw -27502333.088387 + Penalty 2388.558663 = -27499944.529724 nChanged 9 SP:Iteration 66Q (6005.220180 sec): 3 clusters Score: Raw -27502334.621582 + Penalty 2388.558663 = -27499946.062919 nChanged 8 SP:Iteration 67Q (6005.539802 sec): 3 clusters Score: Raw -27502335.897041 + Penalty 2388.558663 = -27499947.338378 nChanged 7 SP:Iteration 68Q (6005.885608 sec): 3 clusters Score: Raw -27502337.574427 + Penalty 2388.558663 = -27499949.015764 nChanged 9 SP:Iteration 69Q (6006.209101 sec): 3 clusters Score: Raw -27502338.787891 + Penalty 2388.558663 = -27499950.229228 nChanged 5 SP:Iteration 70Q (6006.544902 sec): 3 clusters Score: Raw -27502339.813836 + Penalty 2388.558663 = -27499951.255173 nChanged 5 SP:Iteration 71Q (6006.883271 sec): 3 clusters Score: Raw -27502340.778798 + Penalty 2388.558663 = -27499952.220135 nChanged 7 SP:Iteration 72Q (6007.219295 sec): 3 clusters Score: Raw -27502341.700258 + Penalty 2388.558663 = -27499953.141595 nChanged 2 SP:Iteration 73Q (6007.547996 sec): 3 clusters Score: Raw -27502342.066955 + Penalty 2388.558663 = -27499953.508292 nChanged 2 SP:Iteration 74Q (6007.878467 sec): 3 clusters Score: Raw -27502342.327777 + Penalty 2388.558663 = -27499953.769114 nChanged 0 SP:Iteration 75F (6008.276138 sec): 3 clusters Score: Raw -27502342.327777 + Penalty 2388.558663 = -27499953.769114 nChanged 0 Trying to split cluster 35 (2679 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6008.323262 sec): 2 clusters Score: Raw -213459.645985 + Penalty 749.853893 = -212709.792092 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6008.377182 sec): 3 clusters Score: Raw -212071.524224 + Penalty 1499.707785 = -210571.816438 nChanged 1083 SP:Iteration 1F (6008.418161 sec): 3 clusters Score: Raw -212698.489006 + Penalty 1499.707785 = -211198.781220 nChanged 230 SP:Iteration 2F (6008.480206 sec): 3 clusters Score: Raw -212859.676102 + Penalty 1499.707785 = -211359.968317 nChanged 176 SP:Iteration 3F (6008.522823 sec): 3 clusters Score: Raw -213015.593691 + Penalty 1499.707785 = -211515.885905 nChanged 181 SP:Iteration 4F (6008.574278 sec): 3 clusters Score: Raw -213180.633016 + Penalty 1499.707785 = -211680.925231 nChanged 185 SP:Iteration 5F (6008.638474 sec): 3 clusters Score: Raw -213363.565870 + Penalty 1499.707785 = -211863.858085 nChanged 191 SP:Iteration 6F (6008.689768 sec): 3 clusters Score: Raw -213550.587172 + Penalty 1499.707785 = -212050.879387 nChanged 164 SP:Iteration 7F (6008.732589 sec): 3 clusters Score: Raw -213709.996118 + Penalty 1499.707785 = -212210.288333 nChanged 135 SP:Iteration 8F (6008.795695 sec): 3 clusters Score: Raw -213828.027477 + Penalty 1499.707785 = -212328.319692 nChanged 101 SP:Iteration 9Q (6008.847775 sec): 3 clusters Score: Raw -213903.492789 + Penalty 1499.707785 = -212403.785004 nChanged 69 SP:Iteration 10Q (6008.888878 sec): 3 clusters Score: Raw -213951.572215 + Penalty 1499.707785 = -212451.864430 nChanged 47 SP:Iteration 11Q (6008.950101 sec): 3 clusters Score: Raw -213977.590683 + Penalty 1499.707785 = -212477.882898 nChanged 38 SP:Iteration 12Q (6008.990866 sec): 3 clusters Score: Raw -214001.879060 + Penalty 1499.707785 = -212502.171275 nChanged 35 SP:Iteration 13Q (6009.043372 sec): 3 clusters Score: Raw -214020.997567 + Penalty 1499.707785 = -212521.289782 nChanged 25 SP:Iteration 14Q (6009.094470 sec): 3 clusters Score: Raw -214033.020074 + Penalty 1499.707785 = -212533.312289 nChanged 13 SP:Iteration 15Q (6009.155472 sec): 3 clusters Score: Raw -214039.109646 + Penalty 1499.707785 = -212539.401861 nChanged 14 SP:Iteration 16Q (6009.196908 sec): 3 clusters Score: Raw -214047.362655 + Penalty 1499.707785 = -212547.654870 nChanged 18 SP:Iteration 17Q (6009.257319 sec): 3 clusters Score: Raw -214054.926539 + Penalty 1499.707785 = -212555.218754 nChanged 15 SP:Iteration 18Q (6009.309559 sec): 3 clusters Score: Raw -214062.193469 + Penalty 1499.707785 = -212562.485684 nChanged 12 SP:Iteration 19Q (6009.350169 sec): 3 clusters Score: Raw -214067.659988 + Penalty 1499.707785 = -212567.952203 nChanged 9 SP:Iteration 20F (6009.410388 sec): 3 clusters Score: Raw -214069.772584 + Penalty 1499.707785 = -212570.064799 nChanged 6 SP:Iteration 21Q (6009.463384 sec): 3 clusters Score: Raw -214071.390346 + Penalty 1499.707785 = -212571.682561 nChanged 5 SP:Iteration 22Q (6009.504401 sec): 3 clusters Score: Raw -214072.970925 + Penalty 1499.707785 = -212573.263140 nChanged 2 SP:Iteration 23Q (6009.562834 sec): 3 clusters Score: Raw -214073.759926 + Penalty 1499.707785 = -212574.052141 nChanged 3 SP:Iteration 24Q (6009.609538 sec): 3 clusters Score: Raw -214074.364065 + Penalty 1499.707785 = -212574.656280 nChanged 3 SP:Iteration 25Q (6009.651232 sec): 3 clusters Score: Raw -214075.303466 + Penalty 1499.707785 = -212575.595681 nChanged 1 SP:Iteration 26Q (6009.703288 sec): 3 clusters Score: Raw -214075.687213 + Penalty 1499.707785 = -212575.979428 nChanged 2 SP:Iteration 27Q (6009.751927 sec): 3 clusters Score: Raw -214076.081398 + Penalty 1499.707785 = -212576.373613 nChanged 2 SP:Iteration 28Q (6009.796754 sec): 3 clusters Score: Raw -214076.283156 + Penalty 1499.707785 = -212576.575371 nChanged 0 SP:Iteration 29F (6009.857088 sec): 3 clusters Score: Raw -214076.283156 + Penalty 1499.707785 = -212576.575371 nChanged 0 Trying to split cluster 36 (1872 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6009.870591 sec): 2 clusters Score: Raw -164573.119461 + Penalty 715.802452 = -163857.317008 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6009.924473 sec): 3 clusters Score: Raw -163660.202319 + Penalty 1431.604905 = -162228.597414 nChanged 724 SP:Iteration 1F (6009.977671 sec): 3 clusters Score: Raw -164101.605217 + Penalty 1431.604905 = -162670.000313 nChanged 169 SP:Iteration 2F (6010.027142 sec): 3 clusters Score: Raw -164235.207517 + Penalty 1431.604905 = -162803.602612 nChanged 131 SP:Iteration 3F (6010.067571 sec): 3 clusters Score: Raw -164350.586745 + Penalty 1431.604905 = -162918.981841 nChanged 102 SP:Iteration 4F (6010.123721 sec): 3 clusters Score: Raw -164435.062932 + Penalty 1431.604905 = -163003.458027 nChanged 86 SP:Iteration 5Q (6010.177979 sec): 3 clusters Score: Raw -164503.662775 + Penalty 1431.604905 = -163072.057870 nChanged 78 SP:Iteration 6Q (6010.216130 sec): 3 clusters Score: Raw -164561.691800 + Penalty 1431.604905 = -163130.086895 nChanged 57 SP:Iteration 7Q (6010.274604 sec): 3 clusters Score: Raw -164602.020316 + Penalty 1431.604905 = -163170.415411 nChanged 53 SP:Iteration 8Q (6010.317502 sec): 3 clusters Score: Raw -164647.801854 + Penalty 1431.604905 = -163216.196949 nChanged 38 SP:Iteration 9Q (6010.377462 sec): 3 clusters Score: Raw -164670.581676 + Penalty 1431.604905 = -163238.976772 nChanged 29 SP:Iteration 10Q (6010.430851 sec): 3 clusters Score: Raw -164687.978949 + Penalty 1431.604905 = -163256.374044 nChanged 29 SP:Iteration 11Q (6010.471997 sec): 3 clusters Score: Raw -164704.667129 + Penalty 1431.604905 = -163273.062224 nChanged 29 SP:Iteration 12Q (6010.531664 sec): 3 clusters Score: Raw -164722.647114 + Penalty 1431.604905 = -163291.042209 nChanged 26 SP:Iteration 13Q (6010.579171 sec): 3 clusters Score: Raw -164738.226771 + Penalty 1431.604905 = -163306.621866 nChanged 25 SP:Iteration 14Q (6010.621977 sec): 3 clusters Score: Raw -164752.876109 + Penalty 1431.604905 = -163321.271204 nChanged 17 SP:Iteration 15Q (6010.671361 sec): 3 clusters Score: Raw -164762.279130 + Penalty 1431.604905 = -163330.674225 nChanged 15 SP:Iteration 16Q (6010.722099 sec): 3 clusters Score: Raw -164769.039366 + Penalty 1431.604905 = -163337.434461 nChanged 12 SP:Iteration 17Q (6010.764843 sec): 3 clusters Score: Raw -164773.846812 + Penalty 1431.604905 = -163342.241907 nChanged 10 SP:Iteration 18Q (6010.804908 sec): 3 clusters Score: Raw -164780.233773 + Penalty 1431.604905 = -163348.628868 nChanged 6 SP:Iteration 19Q (6010.858284 sec): 3 clusters Score: Raw -164785.277371 + Penalty 1431.604905 = -163353.672466 nChanged 7 SP:Iteration 20F (6010.912828 sec): 3 clusters Score: Raw -164788.880814 + Penalty 1431.604905 = -163357.275909 nChanged 7 SP:Iteration 21Q (6010.952378 sec): 3 clusters Score: Raw -164791.892188 + Penalty 1431.604905 = -163360.287283 nChanged 3 SP:Iteration 22Q (6010.999572 sec): 3 clusters Score: Raw -164792.586119 + Penalty 1431.604905 = -163360.981214 nChanged 2 SP:Iteration 23Q (6011.050763 sec): 3 clusters Score: Raw -164793.613253 + Penalty 1431.604905 = -163362.008349 nChanged 2 SP:Iteration 24Q (6011.101176 sec): 3 clusters Score: Raw -164795.451875 + Penalty 1431.604905 = -163363.846970 nChanged 2 SP:Iteration 25Q (6011.149227 sec): 3 clusters Score: Raw -164797.520667 + Penalty 1431.604905 = -163365.915762 nChanged 1 SP:Iteration 26Q (6011.193927 sec): 3 clusters Score: Raw -164798.713265 + Penalty 1431.604905 = -163367.108360 nChanged 1 SP:Iteration 27Q (6011.242421 sec): 3 clusters Score: Raw -164799.186355 + Penalty 1431.604905 = -163367.581450 nChanged 2 SP:Iteration 28Q (6011.291689 sec): 3 clusters Score: Raw -164799.884366 + Penalty 1431.604905 = -163368.279461 nChanged 0 SP:Iteration 29F (6011.340206 sec): 3 clusters Score: Raw -164799.884366 + Penalty 1431.604905 = -163368.279461 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6011.368350 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6011.401871 sec): 3 clusters Score: Raw -69089.366613 + Penalty 1239.476838 = -67849.889775 nChanged 206 SP:Iteration 1F (6011.446290 sec): 3 clusters Score: Raw -69278.855324 + Penalty 1239.476838 = -68039.378485 nChanged 49 SP:Iteration 2F (6011.489784 sec): 3 clusters Score: Raw -69334.521547 + Penalty 1239.476838 = -68095.044709 nChanged 31 SP:Iteration 3Q (6011.539401 sec): 3 clusters Score: Raw -69362.585680 + Penalty 1239.476838 = -68123.108842 nChanged 16 SP:Iteration 4Q (6011.589181 sec): 3 clusters Score: Raw -69373.843002 + Penalty 1239.476838 = -68134.366163 nChanged 7 SP:Iteration 5Q (6011.638397 sec): 3 clusters Score: Raw -69379.570831 + Penalty 1239.476838 = -68140.093992 nChanged 3 SP:Iteration 6Q (6011.684645 sec): 3 clusters Score: Raw -69382.616103 + Penalty 1239.476838 = -68143.139265 nChanged 1 SP:Iteration 7Q (6011.725134 sec): 3 clusters Score: Raw -69383.313112 + Penalty 1239.476838 = -68143.836273 nChanged 1 SP:Iteration 8Q (6011.774101 sec): 3 clusters Score: Raw -69384.005408 + Penalty 1239.476838 = -68144.528570 nChanged 2 SP:Iteration 9Q (6011.823444 sec): 3 clusters Score: Raw -69385.949375 + Penalty 1239.476838 = -68146.472536 nChanged 3 SP:Iteration 10Q (6011.864042 sec): 3 clusters Score: Raw -69387.539433 + Penalty 1239.476838 = -68148.062595 nChanged 2 SP:Iteration 11Q (6011.913870 sec): 3 clusters Score: Raw -69388.666327 + Penalty 1239.476838 = -68149.189489 nChanged 2 SP:Iteration 12Q (6011.957842 sec): 3 clusters Score: Raw -69390.458056 + Penalty 1239.476838 = -68150.981218 nChanged 3 SP:Iteration 13Q (6012.013643 sec): 3 clusters Score: Raw -69392.841404 + Penalty 1239.476838 = -68153.364566 nChanged 1 SP:Iteration 14Q (6012.040126 sec): 3 clusters Score: Raw -69393.227804 + Penalty 1239.476838 = -68153.750966 nChanged 1 SP:Iteration 15Q (6012.088054 sec): 3 clusters Score: Raw -69393.938989 + Penalty 1239.476838 = -68154.462151 nChanged 3 SP:Iteration 16Q (6012.134540 sec): 3 clusters Score: Raw -69395.715834 + Penalty 1239.476838 = -68156.238996 nChanged 2 SP:Iteration 17Q (6012.180532 sec): 3 clusters Score: Raw -69396.490241 + Penalty 1239.476838 = -68157.013403 nChanged 0 SP:Iteration 18F (6012.226197 sec): 3 clusters Score: Raw -69396.490241 + Penalty 1239.476838 = -68157.013403 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6012.266454 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6012.306311 sec): 3 clusters Score: Raw -223443.229035 + Penalty 1472.862013 = -221970.367022 nChanged 918 SP:Iteration 1F (6012.345171 sec): 3 clusters Score: Raw -224001.249704 + Penalty 1472.862013 = -222528.387690 nChanged 195 SP:Iteration 2F (6012.386134 sec): 3 clusters Score: Raw -224153.913665 + Penalty 1472.862013 = -222681.051651 nChanged 156 SP:Iteration 3F (6012.437460 sec): 3 clusters Score: Raw -224268.514218 + Penalty 1472.862013 = -222795.652205 nChanged 114 SP:Iteration 4Q (6012.484562 sec): 3 clusters Score: Raw -224340.977897 + Penalty 1472.862013 = -222868.115884 nChanged 83 SP:Iteration 5Q (6012.536319 sec): 3 clusters Score: Raw -224392.184897 + Penalty 1472.862013 = -222919.322883 nChanged 83 SP:Iteration 6Q (6012.579231 sec): 3 clusters Score: Raw -224447.265430 + Penalty 1472.862013 = -222974.403416 nChanged 79 SP:Iteration 7Q (6012.641475 sec): 3 clusters Score: Raw -224494.184956 + Penalty 1472.862013 = -223021.322943 nChanged 59 SP:Iteration 8Q (6012.681125 sec): 3 clusters Score: Raw -224525.787255 + Penalty 1472.862013 = -223052.925241 nChanged 58 SP:Iteration 9Q (6012.730938 sec): 3 clusters Score: Raw -224555.882167 + Penalty 1472.862013 = -223083.020153 nChanged 49 SP:Iteration 10Q (6012.781689 sec): 3 clusters Score: Raw -224579.473935 + Penalty 1472.862013 = -223106.611922 nChanged 45 SP:Iteration 11Q (6012.826789 sec): 3 clusters Score: Raw -224601.383450 + Penalty 1472.862013 = -223128.521437 nChanged 40 SP:Iteration 12Q (6012.888870 sec): 3 clusters Score: Raw -224620.359239 + Penalty 1472.862013 = -223147.497226 nChanged 30 SP:Iteration 13Q (6012.927529 sec): 3 clusters Score: Raw -224631.006605 + Penalty 1472.862013 = -223158.144591 nChanged 23 SP:Iteration 14Q (6012.989540 sec): 3 clusters Score: Raw -224641.153371 + Penalty 1472.862013 = -223168.291358 nChanged 18 SP:Iteration 15Q (6013.029205 sec): 3 clusters Score: Raw -224649.343177 + Penalty 1472.862013 = -223176.481164 nChanged 26 SP:Iteration 16Q (6013.080050 sec): 3 clusters Score: Raw -224660.215697 + Penalty 1472.862013 = -223187.353684 nChanged 16 SP:Iteration 17Q (6013.131772 sec): 3 clusters Score: Raw -224664.898113 + Penalty 1472.862013 = -223192.036100 nChanged 14 SP:Iteration 18Q (6013.170586 sec): 3 clusters Score: Raw -224668.699939 + Penalty 1472.862013 = -223195.837926 nChanged 10 SP:Iteration 19Q (6013.218883 sec): 3 clusters Score: Raw -224671.821247 + Penalty 1472.862013 = -223198.959234 nChanged 6 SP:Iteration 20F (6013.281060 sec): 3 clusters Score: Raw -224673.331241 + Penalty 1472.862013 = -223200.469228 nChanged 5 SP:Iteration 21Q (6013.332937 sec): 3 clusters Score: Raw -224674.747239 + Penalty 1472.862013 = -223201.885226 nChanged 3 SP:Iteration 22Q (6013.372614 sec): 3 clusters Score: Raw -224675.300383 + Penalty 1472.862013 = -223202.438370 nChanged 2 SP:Iteration 23Q (6013.416848 sec): 3 clusters Score: Raw -224675.711771 + Penalty 1472.862013 = -223202.849758 nChanged 4 SP:Iteration 24Q (6013.462044 sec): 3 clusters Score: Raw -224676.798676 + Penalty 1472.862013 = -223203.936663 nChanged 5 SP:Iteration 25Q (6013.512539 sec): 3 clusters Score: Raw -224678.347690 + Penalty 1472.862013 = -223205.485677 nChanged 3 SP:Iteration 26Q (6013.563094 sec): 3 clusters Score: Raw -224678.959240 + Penalty 1472.862013 = -223206.097227 nChanged 3 SP:Iteration 27Q (6013.613071 sec): 3 clusters Score: Raw -224679.651465 + Penalty 1472.862013 = -223206.789452 nChanged 4 SP:Iteration 28Q (6013.653945 sec): 3 clusters Score: Raw -224681.140645 + Penalty 1472.862013 = -223208.278632 nChanged 5 SP:Iteration 29Q (6013.704359 sec): 3 clusters Score: Raw -224682.386550 + Penalty 1472.862013 = -223209.524536 nChanged 6 SP:Iteration 30Q (6013.750883 sec): 3 clusters Score: Raw -224684.105236 + Penalty 1472.862013 = -223211.243222 nChanged 7 SP:Iteration 31Q (6013.796087 sec): 3 clusters Score: Raw -224685.762150 + Penalty 1472.862013 = -223212.900137 nChanged 7 SP:Iteration 32Q (6013.846390 sec): 3 clusters Score: Raw -224687.932284 + Penalty 1472.862013 = -223215.070271 nChanged 4 SP:Iteration 33Q (6013.892796 sec): 3 clusters Score: Raw -224688.489730 + Penalty 1472.862013 = -223215.627717 nChanged 2 SP:Iteration 34Q (6013.945505 sec): 3 clusters Score: Raw -224689.059441 + Penalty 1472.862013 = -223216.197428 nChanged 4 SP:Iteration 35Q (6013.993100 sec): 3 clusters Score: Raw -224690.311868 + Penalty 1472.862013 = -223217.449855 nChanged 4 SP:Iteration 36Q (6014.044093 sec): 3 clusters Score: Raw -224691.090362 + Penalty 1472.862013 = -223218.228349 nChanged 2 SP:Iteration 37Q (6014.105008 sec): 3 clusters Score: Raw -224691.452586 + Penalty 1472.862013 = -223218.590572 nChanged 4 SP:Iteration 38Q (6014.135402 sec): 3 clusters Score: Raw -224692.220759 + Penalty 1472.862013 = -223219.358746 nChanged 1 SP:Iteration 39Q (6014.184848 sec): 3 clusters Score: Raw -224692.679147 + Penalty 1472.862013 = -223219.817133 nChanged 3 SP:Iteration 40F (6014.234727 sec): 3 clusters Score: Raw -224693.466118 + Penalty 1472.862013 = -223220.604105 nChanged 1 SP:Iteration 41Q (6014.275028 sec): 3 clusters Score: Raw -224693.932330 + Penalty 1472.862013 = -223221.070317 nChanged 2 SP:Iteration 42Q (6014.325191 sec): 3 clusters Score: Raw -224694.367853 + Penalty 1472.862013 = -223221.505840 nChanged 1 SP:Iteration 43Q (6014.365089 sec): 3 clusters Score: Raw -224694.708714 + Penalty 1472.862013 = -223221.846701 nChanged 3 SP:Iteration 44Q (6014.416143 sec): 3 clusters Score: Raw -224695.562842 + Penalty 1472.862013 = -223222.700828 nChanged 1 SP:Iteration 45Q (6014.467552 sec): 3 clusters Score: Raw -224695.752643 + Penalty 1472.862013 = -223222.890630 nChanged 1 SP:Iteration 46Q (6014.530540 sec): 3 clusters Score: Raw -224695.941728 + Penalty 1472.862013 = -223223.079715 nChanged 0 SP:Iteration 47F (6014.570092 sec): 3 clusters Score: Raw -224695.941728 + Penalty 1472.862013 = -223223.079715 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6014.605316 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6014.666515 sec): 3 clusters Score: Raw -975059.801064 + Penalty 1754.303745 = -973305.497319 nChanged 4655 SP:Iteration 1F (6014.727427 sec): 3 clusters Score: Raw -977641.920842 + Penalty 1754.303745 = -975887.617097 nChanged 608 SP:Iteration 2F (6014.788447 sec): 3 clusters Score: Raw -977872.005224 + Penalty 1754.303745 = -976117.701479 nChanged 513 SP:Iteration 3F (6014.843837 sec): 3 clusters Score: Raw -978079.520872 + Penalty 1754.303745 = -976325.217127 nChanged 488 SP:Iteration 4Q (6014.897922 sec): 3 clusters Score: Raw -978285.383782 + Penalty 1754.303745 = -976531.080036 nChanged 466 SP:Iteration 5Q (6014.966419 sec): 3 clusters Score: Raw -978483.051250 + Penalty 1754.303745 = -976728.747505 nChanged 447 SP:Iteration 6Q (6015.013975 sec): 3 clusters Score: Raw -978683.843969 + Penalty 1754.303745 = -976929.540224 nChanged 438 SP:Iteration 7Q (6015.073621 sec): 3 clusters Score: Raw -978893.574939 + Penalty 1754.303745 = -977139.271193 nChanged 428 SP:Iteration 8Q (6015.124517 sec): 3 clusters Score: Raw -979126.331637 + Penalty 1754.303745 = -977372.027892 nChanged 421 SP:Iteration 9Q (6015.180837 sec): 3 clusters Score: Raw -979386.558562 + Penalty 1754.303745 = -977632.254817 nChanged 439 SP:Iteration 10Q (6015.238169 sec): 3 clusters Score: Raw -979643.286883 + Penalty 1754.303745 = -977888.983138 nChanged 378 SP:Iteration 11Q (6015.302312 sec): 3 clusters Score: Raw -979833.393039 + Penalty 1754.303745 = -978079.089294 nChanged 298 SP:Iteration 12Q (6015.364280 sec): 3 clusters Score: Raw -979948.213161 + Penalty 1754.303745 = -978193.909416 nChanged 216 SP:Iteration 13Q (6015.412065 sec): 3 clusters Score: Raw -980020.602223 + Penalty 1754.303745 = -978266.298478 nChanged 177 SP:Iteration 14Q (6015.472578 sec): 3 clusters Score: Raw -980077.646926 + Penalty 1754.303745 = -978323.343180 nChanged 147 SP:Iteration 15Q (6015.518171 sec): 3 clusters Score: Raw -980131.722585 + Penalty 1754.303745 = -978377.418840 nChanged 150 SP:Iteration 16Q (6015.579977 sec): 3 clusters Score: Raw -980191.110992 + Penalty 1754.303745 = -978436.807247 nChanged 152 SP:Iteration 17Q (6015.637686 sec): 3 clusters Score: Raw -980246.268817 + Penalty 1754.303745 = -978491.965072 nChanged 142 SP:Iteration 18Q (6015.687033 sec): 3 clusters Score: Raw -980300.490562 + Penalty 1754.303745 = -978546.186816 nChanged 162 SP:Iteration 19Q (6015.748181 sec): 3 clusters Score: Raw -980370.078812 + Penalty 1754.303745 = -978615.775067 nChanged 154 SP:Iteration 20F (6015.811177 sec): 3 clusters Score: Raw -980427.867157 + Penalty 1754.303745 = -978673.563412 nChanged 137 SP:Iteration 21Q (6015.860731 sec): 3 clusters Score: Raw -980479.274177 + Penalty 1754.303745 = -978724.970432 nChanged 124 SP:Iteration 22Q (6015.915223 sec): 3 clusters Score: Raw -980527.373289 + Penalty 1754.303745 = -978773.069544 nChanged 130 SP:Iteration 23Q (6015.970919 sec): 3 clusters Score: Raw -980578.905066 + Penalty 1754.303745 = -978824.601321 nChanged 133 SP:Iteration 24Q (6016.023401 sec): 3 clusters Score: Raw -980628.267227 + Penalty 1754.303745 = -978873.963482 nChanged 127 SP:Iteration 25Q (6016.070582 sec): 3 clusters Score: Raw -980673.078455 + Penalty 1754.303745 = -978918.774710 nChanged 118 SP:Iteration 26Q (6016.139744 sec): 3 clusters Score: Raw -980716.894821 + Penalty 1754.303745 = -978962.591076 nChanged 114 SP:Iteration 27Q (6016.196247 sec): 3 clusters Score: Raw -980754.160559 + Penalty 1754.303745 = -978999.856814 nChanged 108 SP:Iteration 28Q (6016.251651 sec): 3 clusters Score: Raw -980786.808295 + Penalty 1754.303745 = -979032.504550 nChanged 92 SP:Iteration 29Q (6016.306335 sec): 3 clusters Score: Raw -980813.414803 + Penalty 1754.303745 = -979059.111058 nChanged 84 SP:Iteration 30Q (6016.360564 sec): 3 clusters Score: Raw -980841.245316 + Penalty 1754.303745 = -979086.941571 nChanged 87 SP:Iteration 31Q (6016.418312 sec): 3 clusters Score: Raw -980872.706464 + Penalty 1754.303745 = -979118.402719 nChanged 94 SP:Iteration 32Q (6016.477129 sec): 3 clusters Score: Raw -980903.441336 + Penalty 1754.303745 = -979149.137591 nChanged 84 SP:Iteration 33Q (6016.524994 sec): 3 clusters Score: Raw -980927.508324 + Penalty 1754.303745 = -979173.204579 nChanged 80 SP:Iteration 34Q (6016.578861 sec): 3 clusters Score: Raw -980949.822736 + Penalty 1754.303745 = -979195.518991 nChanged 70 SP:Iteration 35Q (6016.632998 sec): 3 clusters Score: Raw -980970.333547 + Penalty 1754.303745 = -979216.029802 nChanged 56 SP:Iteration 36Q (6016.688073 sec): 3 clusters Score: Raw -980986.722650 + Penalty 1754.303745 = -979232.418905 nChanged 60 SP:Iteration 37Q (6016.746290 sec): 3 clusters Score: Raw -981003.303990 + Penalty 1754.303745 = -979249.000245 nChanged 56 SP:Iteration 38Q (6016.801192 sec): 3 clusters Score: Raw -981019.130189 + Penalty 1754.303745 = -979264.826444 nChanged 47 SP:Iteration 39Q (6016.868062 sec): 3 clusters Score: Raw -981029.856842 + Penalty 1754.303745 = -979275.553096 nChanged 34 SP:Iteration 40F (6016.915764 sec): 3 clusters Score: Raw -981036.265262 + Penalty 1754.303745 = -979281.961517 nChanged 29 SP:Iteration 41Q (6016.980210 sec): 3 clusters Score: Raw -981041.925210 + Penalty 1754.303745 = -979287.621465 nChanged 28 SP:Iteration 42Q (6017.038765 sec): 3 clusters Score: Raw -981047.075484 + Penalty 1754.303745 = -979292.771739 nChanged 23 SP:Iteration 43Q (6017.088694 sec): 3 clusters Score: Raw -981050.708484 + Penalty 1754.303745 = -979296.404739 nChanged 19 SP:Iteration 44Q (6017.135875 sec): 3 clusters Score: Raw -981054.761557 + Penalty 1754.303745 = -979300.457812 nChanged 24 SP:Iteration 45Q (6017.184768 sec): 3 clusters Score: Raw -981060.181230 + Penalty 1754.303745 = -979305.877485 nChanged 24 SP:Iteration 46Q (6017.245279 sec): 3 clusters Score: Raw -981067.688239 + Penalty 1754.303745 = -979313.384494 nChanged 34 SP:Iteration 47Q (6017.298322 sec): 3 clusters Score: Raw -981075.745687 + Penalty 1754.303745 = -979321.441942 nChanged 29 SP:Iteration 48Q (6017.359141 sec): 3 clusters Score: Raw -981082.323454 + Penalty 1754.303745 = -979328.019709 nChanged 29 SP:Iteration 49Q (6017.414104 sec): 3 clusters Score: Raw -981088.048052 + Penalty 1754.303745 = -979333.744307 nChanged 26 SP:Iteration 50Q (6017.463213 sec): 3 clusters Score: Raw -981093.705500 + Penalty 1754.303745 = -979339.401755 nChanged 27 SP:Iteration 51Q (6017.524088 sec): 3 clusters Score: Raw -981100.394573 + Penalty 1754.303745 = -979346.090828 nChanged 25 SP:Iteration 52Q (6017.581358 sec): 3 clusters Score: Raw -981106.541449 + Penalty 1754.303745 = -979352.237704 nChanged 31 SP:Iteration 53Q (6017.637350 sec): 3 clusters Score: Raw -981115.576329 + Penalty 1754.303745 = -979361.272584 nChanged 25 SP:Iteration 54Q (6017.685958 sec): 3 clusters Score: Raw -981124.589303 + Penalty 1754.303745 = -979370.285558 nChanged 32 SP:Iteration 55Q (6017.745681 sec): 3 clusters Score: Raw -981132.109989 + Penalty 1754.303745 = -979377.806244 nChanged 26 SP:Iteration 56Q (6017.801808 sec): 3 clusters Score: Raw -981138.202623 + Penalty 1754.303745 = -979383.898878 nChanged 17 SP:Iteration 57Q (6017.869626 sec): 3 clusters Score: Raw -981141.767254 + Penalty 1754.303745 = -979387.463509 nChanged 18 SP:Iteration 58Q (6017.925180 sec): 3 clusters Score: Raw -981146.357638 + Penalty 1754.303745 = -979392.053893 nChanged 13 SP:Iteration 59Q (6017.981435 sec): 3 clusters Score: Raw -981148.843236 + Penalty 1754.303745 = -979394.539491 nChanged 10 SP:Iteration 60F (6018.031183 sec): 3 clusters Score: Raw -981150.773350 + Penalty 1754.303745 = -979396.469605 nChanged 10 SP:Iteration 61Q (6018.096759 sec): 3 clusters Score: Raw -981152.499638 + Penalty 1754.303745 = -979398.195893 nChanged 14 SP:Iteration 62Q (6018.155553 sec): 3 clusters Score: Raw -981155.507036 + Penalty 1754.303745 = -979401.203291 nChanged 11 SP:Iteration 63Q (6018.200781 sec): 3 clusters Score: Raw -981157.890771 + Penalty 1754.303745 = -979403.587026 nChanged 16 SP:Iteration 64Q (6018.256085 sec): 3 clusters Score: Raw -981162.040537 + Penalty 1754.303745 = -979407.736792 nChanged 13 SP:Iteration 65Q (6018.311416 sec): 3 clusters Score: Raw -981166.965746 + Penalty 1754.303745 = -979412.662001 nChanged 21 SP:Iteration 66Q (6018.373508 sec): 3 clusters Score: Raw -981175.709388 + Penalty 1754.303745 = -979421.405643 nChanged 30 SP:Iteration 67Q (6018.423035 sec): 3 clusters Score: Raw -981186.229589 + Penalty 1754.303745 = -979431.925844 nChanged 19 SP:Iteration 68Q (6018.477798 sec): 3 clusters Score: Raw -981192.438335 + Penalty 1754.303745 = -979438.134590 nChanged 21 SP:Iteration 69Q (6018.544552 sec): 3 clusters Score: Raw -981197.816213 + Penalty 1754.303745 = -979443.512468 nChanged 16 SP:Iteration 70Q (6018.588676 sec): 3 clusters Score: Raw -981202.150816 + Penalty 1754.303745 = -979447.847070 nChanged 20 SP:Iteration 71Q (6018.651978 sec): 3 clusters Score: Raw -981207.076644 + Penalty 1754.303745 = -979452.772899 nChanged 19 SP:Iteration 72Q (6018.701725 sec): 3 clusters Score: Raw -981210.477767 + Penalty 1754.303745 = -979456.174022 nChanged 12 SP:Iteration 73Q (6018.753834 sec): 3 clusters Score: Raw -981214.323078 + Penalty 1754.303745 = -979460.019333 nChanged 11 SP:Iteration 74Q (6018.822019 sec): 3 clusters Score: Raw -981218.904211 + Penalty 1754.303745 = -979464.600466 nChanged 14 SP:Iteration 75Q (6018.882093 sec): 3 clusters Score: Raw -981223.378230 + Penalty 1754.303745 = -979469.074484 nChanged 15 SP:Iteration 76Q (6018.931644 sec): 3 clusters Score: Raw -981227.572009 + Penalty 1754.303745 = -979473.268264 nChanged 17 SP:Iteration 77Q (6018.982965 sec): 3 clusters Score: Raw -981233.711575 + Penalty 1754.303745 = -979479.407830 nChanged 23 SP:Iteration 78Q (6019.030764 sec): 3 clusters Score: Raw -981240.124275 + Penalty 1754.303745 = -979485.820530 nChanged 16 SP:Iteration 79Q (6019.094578 sec): 3 clusters Score: Raw -981244.540774 + Penalty 1754.303745 = -979490.237028 nChanged 10 SP:Iteration 80F (6019.146301 sec): 3 clusters Score: Raw -981246.720623 + Penalty 1754.303745 = -979492.416878 nChanged 7 SP:Iteration 81Q (6019.202149 sec): 3 clusters Score: Raw -981249.038794 + Penalty 1754.303745 = -979494.735049 nChanged 12 SP:Iteration 82Q (6019.259230 sec): 3 clusters Score: Raw -981251.825504 + Penalty 1754.303745 = -979497.521759 nChanged 9 SP:Iteration 83Q (6019.317138 sec): 3 clusters Score: Raw -981253.509069 + Penalty 1754.303745 = -979499.205324 nChanged 6 SP:Iteration 84Q (6019.374919 sec): 3 clusters Score: Raw -981255.723054 + Penalty 1754.303745 = -979501.419309 nChanged 6 SP:Iteration 85Q (6019.427222 sec): 3 clusters Score: Raw -981257.187520 + Penalty 1754.303745 = -979502.883775 nChanged 6 SP:Iteration 86Q (6019.484438 sec): 3 clusters Score: Raw -981258.248566 + Penalty 1754.303745 = -979503.944821 nChanged 2 SP:Iteration 87Q (6019.523868 sec): 3 clusters Score: Raw -981258.453214 + Penalty 1754.303745 = -979504.149469 nChanged 2 SP:Iteration 88Q (6019.583453 sec): 3 clusters Score: Raw -981258.992809 + Penalty 1754.303745 = -979504.689064 nChanged 3 SP:Iteration 89Q (6019.632081 sec): 3 clusters Score: Raw -981259.839330 + Penalty 1754.303745 = -979505.535585 nChanged 8 SP:Iteration 90Q (6019.690781 sec): 3 clusters Score: Raw -981261.359428 + Penalty 1754.303745 = -979507.055683 nChanged 5 SP:Iteration 91Q (6019.749263 sec): 3 clusters Score: Raw -981261.935303 + Penalty 1754.303745 = -979507.631558 nChanged 3 SP:Iteration 92Q (6019.806518 sec): 3 clusters Score: Raw -981262.673514 + Penalty 1754.303745 = -979508.369769 nChanged 6 SP:Iteration 93Q (6019.850429 sec): 3 clusters Score: Raw -981265.074622 + Penalty 1754.303745 = -979510.770877 nChanged 7 SP:Iteration 94Q (6019.898952 sec): 3 clusters Score: Raw -981266.898601 + Penalty 1754.303745 = -979512.594856 nChanged 5 SP:Iteration 95Q (6019.948573 sec): 3 clusters Score: Raw -981268.928560 + Penalty 1754.303745 = -979514.624815 nChanged 13 SP:Iteration 96Q (6020.009823 sec): 3 clusters Score: Raw -981272.109506 + Penalty 1754.303745 = -979517.805761 nChanged 14 SP:Iteration 97Q (6020.057113 sec): 3 clusters Score: Raw -981276.627352 + Penalty 1754.303745 = -979522.323607 nChanged 12 SP:Iteration 98Q (6020.106789 sec): 3 clusters Score: Raw -981279.399113 + Penalty 1754.303745 = -979525.095367 nChanged 8 SP:Iteration 99Q (6020.161429 sec): 3 clusters Score: Raw -981281.816068 + Penalty 1754.303745 = -979527.512323 nChanged 8 SP:Iteration 100F (6020.223116 sec): 3 clusters Score: Raw -981283.563598 + Penalty 1754.303745 = -979529.259853 nChanged 8 SP:Iteration 101Q (6020.275814 sec): 3 clusters Score: Raw -981285.245224 + Penalty 1754.303745 = -979530.941479 nChanged 3 SP:Iteration 102Q (6020.332232 sec): 3 clusters Score: Raw -981285.834104 + Penalty 1754.303745 = -979531.530359 nChanged 3 SP:Iteration 103Q (6020.376788 sec): 3 clusters Score: Raw -981286.202559 + Penalty 1754.303745 = -979531.898814 nChanged 1 SP:Iteration 104Q (6020.422998 sec): 3 clusters Score: Raw -981286.290119 + Penalty 1754.303745 = -979531.986374 nChanged 4 SP:Iteration 105Q (6020.485951 sec): 3 clusters Score: Raw -981287.255243 + Penalty 1754.303745 = -979532.951498 nChanged 3 SP:Iteration 106Q (6020.532193 sec): 3 clusters Score: Raw -981287.669835 + Penalty 1754.303745 = -979533.366090 nChanged 0 SP:Iteration 107F (6020.586516 sec): 3 clusters Score: Raw -981287.669835 + Penalty 1754.303745 = -979533.366090 nChanged 0 Trying to split cluster 40 (4164 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6020.614198 sec): 2 clusters Score: Raw -400022.289175 + Penalty 791.751986 = -399230.537189 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6020.671914 sec): 3 clusters Score: Raw -397766.934659 + Penalty 1583.503972 = -396183.430688 nChanged 1701 SP:Iteration 1F (6020.709599 sec): 3 clusters Score: Raw -398669.795708 + Penalty 1583.503972 = -397086.291736 nChanged 275 SP:Iteration 2F (6020.760776 sec): 3 clusters Score: Raw -398811.915682 + Penalty 1583.503972 = -397228.411710 nChanged 248 SP:Iteration 3F (6020.823617 sec): 3 clusters Score: Raw -398939.914996 + Penalty 1583.503972 = -397356.411025 nChanged 202 SP:Iteration 4Q (6020.871699 sec): 3 clusters Score: Raw -399047.175329 + Penalty 1583.503972 = -397463.671357 nChanged 174 SP:Iteration 5Q (6020.919536 sec): 3 clusters Score: Raw -399132.953803 + Penalty 1583.503972 = -397549.449831 nChanged 147 SP:Iteration 6Q (6020.958293 sec): 3 clusters Score: Raw -399199.647933 + Penalty 1583.503972 = -397616.143962 nChanged 122 SP:Iteration 7Q (6021.006057 sec): 3 clusters Score: Raw -399260.400630 + Penalty 1583.503972 = -397676.896658 nChanged 148 SP:Iteration 8Q (6021.059169 sec): 3 clusters Score: Raw -399337.334529 + Penalty 1583.503972 = -397753.830557 nChanged 141 SP:Iteration 9Q (6021.104791 sec): 3 clusters Score: Raw -399436.948718 + Penalty 1583.503972 = -397853.444747 nChanged 178 SP:Iteration 10Q (6021.150192 sec): 3 clusters Score: Raw -399563.082678 + Penalty 1583.503972 = -397979.578706 nChanged 161 SP:Iteration 11Q (6021.190210 sec): 3 clusters Score: Raw -399676.327320 + Penalty 1583.503972 = -398092.823348 nChanged 143 SP:Iteration 12Q (6021.233202 sec): 3 clusters Score: Raw -399758.827709 + Penalty 1583.503972 = -398175.323737 nChanged 116 SP:Iteration 13Q (6021.291446 sec): 3 clusters Score: Raw -399823.906683 + Penalty 1583.503972 = -398240.402711 nChanged 97 SP:Iteration 14Q (6021.334294 sec): 3 clusters Score: Raw -399875.756233 + Penalty 1583.503972 = -398292.252261 nChanged 72 SP:Iteration 15Q (6021.377376 sec): 3 clusters Score: Raw -399909.544085 + Penalty 1583.503972 = -398326.040113 nChanged 62 SP:Iteration 16Q (6021.429469 sec): 3 clusters Score: Raw -399935.968967 + Penalty 1583.503972 = -398352.464995 nChanged 49 SP:Iteration 17Q (6021.479598 sec): 3 clusters Score: Raw -399949.598425 + Penalty 1583.503972 = -398366.094454 nChanged 31 SP:Iteration 18Q (6021.527771 sec): 3 clusters Score: Raw -399956.836826 + Penalty 1583.503972 = -398373.332854 nChanged 20 SP:Iteration 19Q (6021.573537 sec): 3 clusters Score: Raw -399960.915346 + Penalty 1583.503972 = -398377.411374 nChanged 12 SP:Iteration 20F (6021.620610 sec): 3 clusters Score: Raw -399962.898893 + Penalty 1583.503972 = -398379.394921 nChanged 14 SP:Iteration 21Q (6021.658872 sec): 3 clusters Score: Raw -399965.748364 + Penalty 1583.503972 = -398382.244392 nChanged 9 SP:Iteration 22Q (6021.704551 sec): 3 clusters Score: Raw -399967.596116 + Penalty 1583.503972 = -398384.092145 nChanged 11 SP:Iteration 23Q (6021.752506 sec): 3 clusters Score: Raw -399969.589140 + Penalty 1583.503972 = -398386.085168 nChanged 9 SP:Iteration 24Q (6021.799755 sec): 3 clusters Score: Raw -399970.829443 + Penalty 1583.503972 = -398387.325472 nChanged 5 SP:Iteration 25Q (6021.847459 sec): 3 clusters Score: Raw -399971.513833 + Penalty 1583.503972 = -398388.009861 nChanged 3 SP:Iteration 26Q (6021.902424 sec): 3 clusters Score: Raw -399971.926620 + Penalty 1583.503972 = -398388.422648 nChanged 0 SP:Iteration 27F (6021.948603 sec): 3 clusters Score: Raw -399971.926620 + Penalty 1583.503972 = -398388.422648 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6021.970811 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6022.023224 sec): 3 clusters Score: Raw -668130.284345 + Penalty 1684.516494 = -666445.767850 nChanged 3068 SP:Iteration 1F (6022.074248 sec): 3 clusters Score: Raw -669771.443483 + Penalty 1684.516494 = -668086.926989 nChanged 446 SP:Iteration 2F (6022.123504 sec): 3 clusters Score: Raw -669947.036321 + Penalty 1684.516494 = -668262.519827 nChanged 343 SP:Iteration 3Q (6022.171263 sec): 3 clusters Score: Raw -670075.518161 + Penalty 1684.516494 = -668391.001667 nChanged 307 SP:Iteration 4Q (6022.215074 sec): 3 clusters Score: Raw -670203.076941 + Penalty 1684.516494 = -668518.560446 nChanged 287 SP:Iteration 5Q (6022.272094 sec): 3 clusters Score: Raw -670330.501511 + Penalty 1684.516494 = -668645.985017 nChanged 277 SP:Iteration 6Q (6022.316875 sec): 3 clusters Score: Raw -670461.682366 + Penalty 1684.516494 = -668777.165872 nChanged 266 SP:Iteration 7Q (6022.370441 sec): 3 clusters Score: Raw -670600.013334 + Penalty 1684.516494 = -668915.496840 nChanged 274 SP:Iteration 8Q (6022.418437 sec): 3 clusters Score: Raw -670749.990150 + Penalty 1684.516494 = -669065.473656 nChanged 283 SP:Iteration 9Q (6022.469943 sec): 3 clusters Score: Raw -670921.456644 + Penalty 1684.516494 = -669236.940150 nChanged 273 SP:Iteration 10Q (6022.520487 sec): 3 clusters Score: Raw -671093.320410 + Penalty 1684.516494 = -669408.803916 nChanged 272 SP:Iteration 11Q (6022.575819 sec): 3 clusters Score: Raw -671228.867719 + Penalty 1684.516494 = -669544.351225 nChanged 209 SP:Iteration 12Q (6022.626759 sec): 3 clusters Score: Raw -671304.165455 + Penalty 1684.516494 = -669619.648961 nChanged 133 SP:Iteration 13Q (6022.681384 sec): 3 clusters Score: Raw -671336.381122 + Penalty 1684.516494 = -669651.864628 nChanged 72 SP:Iteration 14Q (6022.733854 sec): 3 clusters Score: Raw -671351.306481 + Penalty 1684.516494 = -669666.789987 nChanged 67 SP:Iteration 15Q (6022.786106 sec): 3 clusters Score: Raw -671366.312720 + Penalty 1684.516494 = -669681.796226 nChanged 70 SP:Iteration 16Q (6022.841123 sec): 3 clusters Score: Raw -671388.262912 + Penalty 1684.516494 = -669703.746418 nChanged 74 SP:Iteration 17Q (6022.893784 sec): 3 clusters Score: Raw -671407.531757 + Penalty 1684.516494 = -669723.015262 nChanged 59 SP:Iteration 18Q (6022.943376 sec): 3 clusters Score: Raw -671420.066013 + Penalty 1684.516494 = -669735.549519 nChanged 51 SP:Iteration 19Q (6022.988699 sec): 3 clusters Score: Raw -671429.061330 + Penalty 1684.516494 = -669744.544836 nChanged 43 SP:Iteration 20F (6023.032269 sec): 3 clusters Score: Raw -671437.754250 + Penalty 1684.516494 = -669753.237756 nChanged 37 SP:Iteration 21Q (6023.085503 sec): 3 clusters Score: Raw -671447.151689 + Penalty 1684.516494 = -669762.635195 nChanged 58 SP:Iteration 22Q (6023.139641 sec): 3 clusters Score: Raw -671459.668069 + Penalty 1684.516494 = -669775.151574 nChanged 59 SP:Iteration 23Q (6023.199983 sec): 3 clusters Score: Raw -671471.918500 + Penalty 1684.516494 = -669787.402006 nChanged 45 SP:Iteration 24Q (6023.257891 sec): 3 clusters Score: Raw -671481.319549 + Penalty 1684.516494 = -669796.803054 nChanged 46 SP:Iteration 25Q (6023.296219 sec): 3 clusters Score: Raw -671489.609515 + Penalty 1684.516494 = -669805.093021 nChanged 42 SP:Iteration 26Q (6023.353139 sec): 3 clusters Score: Raw -671496.269937 + Penalty 1684.516494 = -669811.753442 nChanged 39 SP:Iteration 27Q (6023.398392 sec): 3 clusters Score: Raw -671501.174960 + Penalty 1684.516494 = -669816.658466 nChanged 33 SP:Iteration 28Q (6023.459662 sec): 3 clusters Score: Raw -671507.340935 + Penalty 1684.516494 = -669822.824441 nChanged 36 SP:Iteration 29Q (6023.506035 sec): 3 clusters Score: Raw -671514.364495 + Penalty 1684.516494 = -669829.848001 nChanged 35 SP:Iteration 30Q (6023.560720 sec): 3 clusters Score: Raw -671520.260683 + Penalty 1684.516494 = -669835.744189 nChanged 37 SP:Iteration 31Q (6023.615178 sec): 3 clusters Score: Raw -671526.007761 + Penalty 1684.516494 = -669841.491267 nChanged 35 SP:Iteration 32Q (6023.661552 sec): 3 clusters Score: Raw -671532.535230 + Penalty 1684.516494 = -669848.018736 nChanged 30 SP:Iteration 33Q (6023.715448 sec): 3 clusters Score: Raw -671536.839249 + Penalty 1684.516494 = -669852.322754 nChanged 29 SP:Iteration 34Q (6023.766026 sec): 3 clusters Score: Raw -671541.636431 + Penalty 1684.516494 = -669857.119937 nChanged 29 SP:Iteration 35Q (6023.825450 sec): 3 clusters Score: Raw -671547.546273 + Penalty 1684.516494 = -669863.029779 nChanged 37 SP:Iteration 36Q (6023.865012 sec): 3 clusters Score: Raw -671554.645378 + Penalty 1684.516494 = -669870.128884 nChanged 41 SP:Iteration 37Q (6023.921202 sec): 3 clusters Score: Raw -671561.323912 + Penalty 1684.516494 = -669876.807418 nChanged 37 SP:Iteration 38Q (6023.971237 sec): 3 clusters Score: Raw -671567.704321 + Penalty 1684.516494 = -669883.187827 nChanged 32 SP:Iteration 39Q (6024.030265 sec): 3 clusters Score: Raw -671573.346837 + Penalty 1684.516494 = -669888.830342 nChanged 36 SP:Iteration 40F (6024.078393 sec): 3 clusters Score: Raw -671579.463768 + Penalty 1684.516494 = -669894.947274 nChanged 34 SP:Iteration 41Q (6024.132385 sec): 3 clusters Score: Raw -671586.285372 + Penalty 1684.516494 = -669901.768878 nChanged 36 SP:Iteration 42Q (6024.195787 sec): 3 clusters Score: Raw -671592.656482 + Penalty 1684.516494 = -669908.139987 nChanged 34 SP:Iteration 43Q (6024.246410 sec): 3 clusters Score: Raw -671598.778261 + Penalty 1684.516494 = -669914.261767 nChanged 30 SP:Iteration 44Q (6024.292499 sec): 3 clusters Score: Raw -671604.045413 + Penalty 1684.516494 = -669919.528918 nChanged 28 SP:Iteration 45Q (6024.341418 sec): 3 clusters Score: Raw -671610.723461 + Penalty 1684.516494 = -669926.206967 nChanged 37 SP:Iteration 46Q (6024.393193 sec): 3 clusters Score: Raw -671617.240381 + Penalty 1684.516494 = -669932.723886 nChanged 36 SP:Iteration 47Q (6024.455014 sec): 3 clusters Score: Raw -671624.107866 + Penalty 1684.516494 = -669939.591372 nChanged 29 SP:Iteration 48Q (6024.495533 sec): 3 clusters Score: Raw -671630.321391 + Penalty 1684.516494 = -669945.804897 nChanged 28 SP:Iteration 49Q (6024.553083 sec): 3 clusters Score: Raw -671635.105487 + Penalty 1684.516494 = -669950.588993 nChanged 24 SP:Iteration 50Q (6024.596850 sec): 3 clusters Score: Raw -671639.482475 + Penalty 1684.516494 = -669954.965980 nChanged 31 SP:Iteration 51Q (6024.648176 sec): 3 clusters Score: Raw -671644.238101 + Penalty 1684.516494 = -669959.721607 nChanged 31 SP:Iteration 52Q (6024.698166 sec): 3 clusters Score: Raw -671647.900119 + Penalty 1684.516494 = -669963.383625 nChanged 25 SP:Iteration 53Q (6024.759033 sec): 3 clusters Score: Raw -671652.799535 + Penalty 1684.516494 = -669968.283041 nChanged 26 SP:Iteration 54Q (6024.816067 sec): 3 clusters Score: Raw -671656.546875 + Penalty 1684.516494 = -669972.030381 nChanged 37 SP:Iteration 55Q (6024.860101 sec): 3 clusters Score: Raw -671662.676470 + Penalty 1684.516494 = -669978.159976 nChanged 31 SP:Iteration 56Q (6024.918635 sec): 3 clusters Score: Raw -671668.258993 + Penalty 1684.516494 = -669983.742499 nChanged 30 SP:Iteration 57Q (6024.970166 sec): 3 clusters Score: Raw -671674.422489 + Penalty 1684.516494 = -669989.905994 nChanged 42 SP:Iteration 58Q (6025.020165 sec): 3 clusters Score: Raw -671682.654549 + Penalty 1684.516494 = -669998.138054 nChanged 31 SP:Iteration 59Q (6025.069134 sec): 3 clusters Score: Raw -671687.954080 + Penalty 1684.516494 = -670003.437586 nChanged 38 SP:Iteration 60F (6025.121253 sec): 3 clusters Score: Raw -671693.818378 + Penalty 1684.516494 = -670009.301884 nChanged 35 SP:Iteration 61Q (6025.178320 sec): 3 clusters Score: Raw -671702.150803 + Penalty 1684.516494 = -670017.634309 nChanged 40 SP:Iteration 62Q (6025.238441 sec): 3 clusters Score: Raw -671712.476617 + Penalty 1684.516494 = -670027.960122 nChanged 43 SP:Iteration 63Q (6025.289738 sec): 3 clusters Score: Raw -671722.896912 + Penalty 1684.516494 = -670038.380418 nChanged 52 SP:Iteration 64Q (6025.337415 sec): 3 clusters Score: Raw -671733.711402 + Penalty 1684.516494 = -670049.194908 nChanged 43 SP:Iteration 65Q (6025.389613 sec): 3 clusters Score: Raw -671743.635891 + Penalty 1684.516494 = -670059.119397 nChanged 63 SP:Iteration 66Q (6025.432473 sec): 3 clusters Score: Raw -671759.862010 + Penalty 1684.516494 = -670075.345516 nChanged 64 SP:Iteration 67Q (6025.485841 sec): 3 clusters Score: Raw -671774.786977 + Penalty 1684.516494 = -670090.270483 nChanged 58 SP:Iteration 68Q (6025.539068 sec): 3 clusters Score: Raw -671792.070219 + Penalty 1684.516494 = -670107.553725 nChanged 62 SP:Iteration 69Q (6025.593466 sec): 3 clusters Score: Raw -671809.120279 + Penalty 1684.516494 = -670124.603784 nChanged 59 SP:Iteration 70Q (6025.648092 sec): 3 clusters Score: Raw -671824.686147 + Penalty 1684.516494 = -670140.169653 nChanged 57 SP:Iteration 71Q (6025.711446 sec): 3 clusters Score: Raw -671839.615525 + Penalty 1684.516494 = -670155.099031 nChanged 58 SP:Iteration 72Q (6025.770481 sec): 3 clusters Score: Raw -671857.902962 + Penalty 1684.516494 = -670173.386468 nChanged 59 SP:Iteration 73Q (6025.815039 sec): 3 clusters Score: Raw -671876.628604 + Penalty 1684.516494 = -670192.112110 nChanged 73 SP:Iteration 74Q (6025.873514 sec): 3 clusters Score: Raw -671900.241981 + Penalty 1684.516494 = -670215.725487 nChanged 72 SP:Iteration 75Q (6025.932235 sec): 3 clusters Score: Raw -671930.295359 + Penalty 1684.516494 = -670245.778865 nChanged 83 SP:Iteration 76Q (6025.987634 sec): 3 clusters Score: Raw -671967.254947 + Penalty 1684.516494 = -670282.738452 nChanged 75 SP:Iteration 77Q (6026.040800 sec): 3 clusters Score: Raw -671996.213852 + Penalty 1684.516494 = -670311.697358 nChanged 63 SP:Iteration 78Q (6026.091334 sec): 3 clusters Score: Raw -672020.903833 + Penalty 1684.516494 = -670336.387339 nChanged 65 SP:Iteration 79Q (6026.149222 sec): 3 clusters Score: Raw -672047.557302 + Penalty 1684.516494 = -670363.040808 nChanged 58 SP:Iteration 80F (6026.193986 sec): 3 clusters Score: Raw -672070.894356 + Penalty 1684.516494 = -670386.377861 nChanged 45 SP:Iteration 81Q (6026.251512 sec): 3 clusters Score: Raw -672086.846942 + Penalty 1684.516494 = -670402.330448 nChanged 32 SP:Iteration 82Q (6026.301963 sec): 3 clusters Score: Raw -672095.838483 + Penalty 1684.516494 = -670411.321988 nChanged 32 SP:Iteration 83Q (6026.351879 sec): 3 clusters Score: Raw -672110.685427 + Penalty 1684.516494 = -670426.168932 nChanged 53 SP:Iteration 84Q (6026.397599 sec): 3 clusters Score: Raw -672132.046189 + Penalty 1684.516494 = -670447.529695 nChanged 48 SP:Iteration 85Q (6026.449572 sec): 3 clusters Score: Raw -672149.198767 + Penalty 1684.516494 = -670464.682273 nChanged 44 SP:Iteration 86Q (6026.507661 sec): 3 clusters Score: Raw -672165.799954 + Penalty 1684.516494 = -670481.283460 nChanged 32 SP:Iteration 87Q (6026.564146 sec): 3 clusters Score: Raw -672176.234283 + Penalty 1684.516494 = -670491.717789 nChanged 37 SP:Iteration 88Q (6026.617655 sec): 3 clusters Score: Raw -672185.947424 + Penalty 1684.516494 = -670501.430930 nChanged 32 SP:Iteration 89Q (6026.659688 sec): 3 clusters Score: Raw -672195.853165 + Penalty 1684.516494 = -670511.336671 nChanged 30 SP:Iteration 90Q (6026.714946 sec): 3 clusters Score: Raw -672205.982206 + Penalty 1684.516494 = -670521.465712 nChanged 20 SP:Iteration 91Q (6026.760844 sec): 3 clusters Score: Raw -672213.011431 + Penalty 1684.516494 = -670528.494937 nChanged 25 SP:Iteration 92Q (6026.814803 sec): 3 clusters Score: Raw -672221.117634 + Penalty 1684.516494 = -670536.601140 nChanged 20 SP:Iteration 93Q (6026.870359 sec): 3 clusters Score: Raw -672227.355988 + Penalty 1684.516494 = -670542.839494 nChanged 15 SP:Iteration 94Q (6026.925924 sec): 3 clusters Score: Raw -672230.967419 + Penalty 1684.516494 = -670546.450925 nChanged 12 SP:Iteration 95Q (6026.975898 sec): 3 clusters Score: Raw -672234.517885 + Penalty 1684.516494 = -670550.001391 nChanged 15 SP:Iteration 96Q (6027.023481 sec): 3 clusters Score: Raw -672239.428989 + Penalty 1684.516494 = -670554.912495 nChanged 14 SP:Iteration 97Q (6027.072218 sec): 3 clusters Score: Raw -672245.650517 + Penalty 1684.516494 = -670561.134023 nChanged 12 SP:Iteration 98Q (6027.127603 sec): 3 clusters Score: Raw -672250.653451 + Penalty 1684.516494 = -670566.136957 nChanged 10 SP:Iteration 99Q (6027.183271 sec): 3 clusters Score: Raw -672252.863426 + Penalty 1684.516494 = -670568.346932 nChanged 8 SP:Iteration 100F (6027.238496 sec): 3 clusters Score: Raw -672255.543138 + Penalty 1684.516494 = -670571.026644 nChanged 10 SP:Iteration 101Q (6027.293841 sec): 3 clusters Score: Raw -672261.252480 + Penalty 1684.516494 = -670576.735985 nChanged 11 SP:Iteration 102Q (6027.349111 sec): 3 clusters Score: Raw -672264.706861 + Penalty 1684.516494 = -670580.190367 nChanged 13 SP:Iteration 103Q (6027.404268 sec): 3 clusters Score: Raw -672268.663397 + Penalty 1684.516494 = -670584.146903 nChanged 13 SP:Iteration 104Q (6027.450897 sec): 3 clusters Score: Raw -672272.980079 + Penalty 1684.516494 = -670588.463584 nChanged 13 SP:Iteration 105Q (6027.505813 sec): 3 clusters Score: Raw -672277.176371 + Penalty 1684.516494 = -670592.659876 nChanged 8 SP:Iteration 106Q (6027.560759 sec): 3 clusters Score: Raw -672281.281259 + Penalty 1684.516494 = -670596.764765 nChanged 12 SP:Iteration 107Q (6027.610835 sec): 3 clusters Score: Raw -672286.877778 + Penalty 1684.516494 = -670602.361283 nChanged 11 SP:Iteration 108Q (6027.665829 sec): 3 clusters Score: Raw -672290.532456 + Penalty 1684.516494 = -670606.015962 nChanged 10 SP:Iteration 109Q (6027.720927 sec): 3 clusters Score: Raw -672294.619391 + Penalty 1684.516494 = -670610.102897 nChanged 12 SP:Iteration 110Q (6027.777133 sec): 3 clusters Score: Raw -672298.731195 + Penalty 1684.516494 = -670614.214701 nChanged 7 SP:Iteration 111Q (6027.827554 sec): 3 clusters Score: Raw -672301.241628 + Penalty 1684.516494 = -670616.725134 nChanged 10 SP:Iteration 112Q (6027.890404 sec): 3 clusters Score: Raw -672306.858593 + Penalty 1684.516494 = -670622.342099 nChanged 11 SP:Iteration 113Q (6027.942686 sec): 3 clusters Score: Raw -672311.465317 + Penalty 1684.516494 = -670626.948822 nChanged 10 SP:Iteration 114Q (6027.983683 sec): 3 clusters Score: Raw -672316.271070 + Penalty 1684.516494 = -670631.754576 nChanged 7 SP:Iteration 115Q (6028.027466 sec): 3 clusters Score: Raw -672318.986626 + Penalty 1684.516494 = -670634.470132 nChanged 7 SP:Iteration 116Q (6028.081643 sec): 3 clusters Score: Raw -672324.204571 + Penalty 1684.516494 = -670639.688077 nChanged 8 SP:Iteration 117Q (6028.136533 sec): 3 clusters Score: Raw -672328.257358 + Penalty 1684.516494 = -670643.740864 nChanged 10 SP:Iteration 118Q (6028.194676 sec): 3 clusters Score: Raw -672333.074123 + Penalty 1684.516494 = -670648.557629 nChanged 8 SP:Iteration 119Q (6028.252066 sec): 3 clusters Score: Raw -672335.244727 + Penalty 1684.516494 = -670650.728233 nChanged 7 SP:Iteration 120F (6028.307595 sec): 3 clusters Score: Raw -672337.422607 + Penalty 1684.516494 = -670652.906113 nChanged 7 SP:Iteration 121Q (6028.362454 sec): 3 clusters Score: Raw -672339.425183 + Penalty 1684.516494 = -670654.908688 nChanged 4 SP:Iteration 122Q (6028.417454 sec): 3 clusters Score: Raw -672340.800281 + Penalty 1684.516494 = -670656.283786 nChanged 2 SP:Iteration 123Q (6028.472493 sec): 3 clusters Score: Raw -672341.374494 + Penalty 1684.516494 = -670656.858000 nChanged 4 SP:Iteration 124Q (6028.539386 sec): 3 clusters Score: Raw -672342.845340 + Penalty 1684.516494 = -670658.328846 nChanged 5 SP:Iteration 125Q (6028.583705 sec): 3 clusters Score: Raw -672344.537514 + Penalty 1684.516494 = -670660.021020 nChanged 3 SP:Iteration 126Q (6028.638826 sec): 3 clusters Score: Raw -672345.807261 + Penalty 1684.516494 = -670661.290767 nChanged 4 SP:Iteration 127Q (6028.693232 sec): 3 clusters Score: Raw -672347.207854 + Penalty 1684.516494 = -670662.691360 nChanged 2 SP:Iteration 128Q (6028.746074 sec): 3 clusters Score: Raw -672347.520619 + Penalty 1684.516494 = -670663.004125 nChanged 2 SP:Iteration 129Q (6028.800508 sec): 3 clusters Score: Raw -672348.394681 + Penalty 1684.516494 = -670663.878187 nChanged 1 SP:Iteration 130Q (6028.855391 sec): 3 clusters Score: Raw -672348.785144 + Penalty 1684.516494 = -670664.268650 nChanged 4 SP:Iteration 131Q (6028.909187 sec): 3 clusters Score: Raw -672349.877724 + Penalty 1684.516494 = -670665.361230 nChanged 0 SP:Iteration 132F (6028.965769 sec): 3 clusters Score: Raw -672349.877724 + Penalty 1684.516494 = -670665.361230 nChanged 0 Iteration 419Q (6038.064259 sec): 42 clusters Score: Raw -89568739.722059 + Penalty 53737.232514 = -89515002.489545 nChanged 32 Iteration 420F (6057.223855 sec): 42 clusters Score: Raw -89568740.140085 + Penalty 53737.232514 = -89515002.907571 nChanged 28 Iteration 421Q (6066.552755 sec): 42 clusters Score: Raw -89568740.703454 + Penalty 53737.232514 = -89515003.470941 nChanged 29 Iteration 422Q (6075.619041 sec): 42 clusters Score: Raw -89568741.375382 + Penalty 53737.232514 = -89515004.142868 nChanged 36 Iteration 423Q (6084.817823 sec): 42 clusters Score: Raw -89568742.418349 + Penalty 53737.232514 = -89515005.185835 nChanged 39 Iteration 424Q (6093.809431 sec): 42 clusters Score: Raw -89568744.115433 + Penalty 53737.232514 = -89515006.882919 nChanged 53 Iteration 425Q (6103.186557 sec): 42 clusters Score: Raw -89568745.158589 + Penalty 53737.232514 = -89515007.926075 nChanged 53 Iteration 426Q (6112.417194 sec): 42 clusters Score: Raw -89568746.366374 + Penalty 53737.232514 = -89515009.133860 nChanged 55 Iteration 427Q (6121.918476 sec): 42 clusters Score: Raw -89568747.443733 + Penalty 53737.232514 = -89515010.211219 nChanged 62 Iteration 428Q (6130.814033 sec): 42 clusters Score: Raw -89568748.667133 + Penalty 53737.232514 = -89515011.434619 nChanged 74 Iteration 429Q (6139.697313 sec): 42 clusters Score: Raw -89568750.328963 + Penalty 53737.232514 = -89515013.096449 nChanged 77 Iteration 430Q (6148.947999 sec): 42 clusters Score: Raw -89568752.029830 + Penalty 53737.232514 = -89515014.797316 nChanged 72 Iteration 431Q (6158.283675 sec): 42 clusters Score: Raw -89568753.590832 + Penalty 53737.232514 = -89515016.358318 nChanged 72 Iteration 432Q (6167.506841 sec): 42 clusters Score: Raw -89568754.940057 + Penalty 53737.232514 = -89515017.707543 nChanged 67 Iteration 433Q (6176.620822 sec): 42 clusters Score: Raw -89568756.325081 + Penalty 53737.232514 = -89515019.092568 nChanged 66 Iteration 434Q (6185.285621 sec): 42 clusters Score: Raw -89568757.635704 + Penalty 53737.232514 = -89515020.403190 nChanged 53 Iteration 435Q (6194.310142 sec): 42 clusters Score: Raw -89568758.534602 + Penalty 53737.232514 = -89515021.302088 nChanged 50 Iteration 436Q (6203.545134 sec): 42 clusters Score: Raw -89568759.281863 + Penalty 53737.232514 = -89515022.049349 nChanged 58 Iteration 437Q (6213.127622 sec): 42 clusters Score: Raw -89568760.158644 + Penalty 53737.232514 = -89515022.926131 nChanged 58 Iteration 438Q (6222.526965 sec): 42 clusters Score: Raw -89568760.797925 + Penalty 53737.232514 = -89515023.565411 nChanged 57 Iteration 439Q (6230.874865 sec): 42 clusters Score: Raw -89568761.374467 + Penalty 53737.232514 = -89515024.141953 nChanged 62 Iteration 440F (6250.161656 sec): 42 clusters Score: Raw -89568762.137038 + Penalty 53737.232514 = -89515024.904524 nChanged 69 Iteration 441Q (6259.708051 sec): 42 clusters Score: Raw -89568762.870728 + Penalty 53737.232514 = -89515025.638214 nChanged 63 Iteration 442Q (6269.290653 sec): 42 clusters Score: Raw -89568763.560367 + Penalty 53737.232514 = -89515026.327853 nChanged 62 Iteration 443Q (6278.765996 sec): 42 clusters Score: Raw -89568764.162328 + Penalty 53737.232514 = -89515026.929814 nChanged 60 Iteration 444Q (6288.149652 sec): 42 clusters Score: Raw -89568764.713695 + Penalty 53737.232514 = -89515027.481181 nChanged 50 Iteration 445Q (6297.207034 sec): 42 clusters Score: Raw -89568765.123033 + Penalty 53737.232514 = -89515027.890519 nChanged 50 Iteration 446Q (6306.360978 sec): 42 clusters Score: Raw -89568765.652545 + Penalty 53737.232514 = -89515028.420031 nChanged 52 Iteration 447Q (6315.795820 sec): 42 clusters Score: Raw -89568766.124091 + Penalty 53737.232514 = -89515028.891577 nChanged 48 Iteration 448Q (6325.315110 sec): 42 clusters Score: Raw -89568766.501744 + Penalty 53737.232514 = -89515029.269230 nChanged 41 Iteration 449Q (6334.783890 sec): 42 clusters Score: Raw -89568766.826002 + Penalty 53737.232514 = -89515029.593488 nChanged 40 Iteration 450Q (6344.130740 sec): 42 clusters Score: Raw -89568767.201007 + Penalty 53737.232514 = -89515029.968493 nChanged 46 Iteration 451Q (6353.163878 sec): 42 clusters Score: Raw -89568767.554950 + Penalty 53737.232514 = -89515030.322436 nChanged 42 Iteration 452Q (6362.246220 sec): 42 clusters Score: Raw -89568767.902159 + Penalty 53737.232514 = -89515030.669645 nChanged 43 Iteration 453Q (6371.758841 sec): 42 clusters Score: Raw -89568768.266947 + Penalty 53737.232514 = -89515031.034433 nChanged 38 Iteration 454Q (6381.381869 sec): 42 clusters Score: Raw -89568768.565088 + Penalty 53737.232514 = -89515031.332574 nChanged 35 Iteration 455Q (6391.023490 sec): 42 clusters Score: Raw -89568768.840848 + Penalty 53737.232514 = -89515031.608334 nChanged 45 Iteration 456Q (6400.399430 sec): 42 clusters Score: Raw -89568769.256250 + Penalty 53737.232514 = -89515032.023736 nChanged 43 Iteration 457Q (6409.518269 sec): 42 clusters Score: Raw -89568769.636376 + Penalty 53737.232514 = -89515032.403862 nChanged 39 Iteration 458Q (6418.443570 sec): 42 clusters Score: Raw -89568770.028557 + Penalty 53737.232514 = -89515032.796043 nChanged 27 Writing temp clu file Because OldScore, -89515032.403862, is greater than current (better) Score,-89515032.796043 Compute initial score before splitting: Score: Raw -89568770.028557 + Penalty 53737.232514 = -89515032.796043 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6418.675259 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6418.724950 sec): 3 clusters Score: Raw -95073.439849 + Penalty 1299.906941 = -93773.532909 nChanged 308 SP:Iteration 1F (6418.775717 sec): 3 clusters Score: Raw -95276.435263 + Penalty 1299.906941 = -93976.528323 nChanged 64 SP:Iteration 2F (6418.828946 sec): 3 clusters Score: Raw -95334.454984 + Penalty 1299.906941 = -94034.548044 nChanged 45 SP:Iteration 3Q (6418.862962 sec): 3 clusters Score: Raw -95372.535884 + Penalty 1299.906941 = -94072.628943 nChanged 28 SP:Iteration 4Q (6418.901125 sec): 3 clusters Score: Raw -95395.071454 + Penalty 1299.906941 = -94095.164514 nChanged 20 SP:Iteration 5Q (6418.946628 sec): 3 clusters Score: Raw -95412.834342 + Penalty 1299.906941 = -94112.927402 nChanged 17 SP:Iteration 6Q (6418.996475 sec): 3 clusters Score: Raw -95427.755947 + Penalty 1299.906941 = -94127.849006 nChanged 16 SP:Iteration 7Q (6419.033081 sec): 3 clusters Score: Raw -95439.892304 + Penalty 1299.906941 = -94139.985364 nChanged 11 SP:Iteration 8Q (6419.082772 sec): 3 clusters Score: Raw -95448.934034 + Penalty 1299.906941 = -94149.027094 nChanged 9 SP:Iteration 9Q (6419.125871 sec): 3 clusters Score: Raw -95460.912069 + Penalty 1299.906941 = -94161.005129 nChanged 15 SP:Iteration 10Q (6419.131895 sec): 3 clusters Score: Raw -95470.110032 + Penalty 1299.906941 = -94170.203092 nChanged 9 SP:Iteration 11Q (6419.175057 sec): 3 clusters Score: Raw -95474.594288 + Penalty 1299.906941 = -94174.687348 nChanged 5 SP:Iteration 12Q (6419.219628 sec): 3 clusters Score: Raw -95476.013081 + Penalty 1299.906941 = -94176.106140 nChanged 6 SP:Iteration 13Q (6419.244923 sec): 3 clusters Score: Raw -95478.376407 + Penalty 1299.906941 = -94178.469467 nChanged 4 SP:Iteration 14Q (6419.249895 sec): 3 clusters Score: Raw -95480.318769 + Penalty 1299.906941 = -94180.411828 nChanged 1 SP:Iteration 15Q (6419.253683 sec): 3 clusters Score: Raw -95480.584261 + Penalty 1299.906941 = -94180.677320 nChanged 1 SP:Iteration 16Q (6419.257525 sec): 3 clusters Score: Raw -95482.836002 + Penalty 1299.906941 = -94182.929062 nChanged 3 SP:Iteration 17Q (6419.261292 sec): 3 clusters Score: Raw -95487.252256 + Penalty 1299.906941 = -94187.345316 nChanged 2 SP:Iteration 18Q (6419.265024 sec): 3 clusters Score: Raw -95489.222134 + Penalty 1299.906941 = -94189.315193 nChanged 1 SP:Iteration 19Q (6419.268775 sec): 3 clusters Score: Raw -95489.590421 + Penalty 1299.906941 = -94189.683480 nChanged 0 SP:Iteration 20F (6419.272535 sec): 3 clusters Score: Raw -95489.590421 + Penalty 1299.906941 = -94189.683480 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6419.294002 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6419.347657 sec): 3 clusters Score: Raw -388841.497473 + Penalty 1587.611508 = -387253.885966 nChanged 1811 SP:Iteration 1F (6419.394361 sec): 3 clusters Score: Raw -389851.214242 + Penalty 1587.611508 = -388263.602734 nChanged 300 SP:Iteration 2F (6419.445758 sec): 3 clusters Score: Raw -390003.485637 + Penalty 1587.611508 = -388415.874130 nChanged 213 SP:Iteration 3F (6419.486103 sec): 3 clusters Score: Raw -390131.861400 + Penalty 1587.611508 = -388544.249892 nChanged 215 SP:Iteration 4F (6419.539710 sec): 3 clusters Score: Raw -390259.736229 + Penalty 1587.611508 = -388672.124721 nChanged 200 SP:Iteration 5Q (6419.589048 sec): 3 clusters Score: Raw -390387.936089 + Penalty 1587.611508 = -388800.324582 nChanged 197 SP:Iteration 6Q (6419.634843 sec): 3 clusters Score: Raw -390516.464405 + Penalty 1587.611508 = -388928.852897 nChanged 171 SP:Iteration 7Q (6419.680735 sec): 3 clusters Score: Raw -390643.361911 + Penalty 1587.611508 = -389055.750404 nChanged 176 SP:Iteration 8Q (6419.733797 sec): 3 clusters Score: Raw -390791.108758 + Penalty 1587.611508 = -389203.497250 nChanged 151 SP:Iteration 9Q (6419.786455 sec): 3 clusters Score: Raw -390901.953494 + Penalty 1587.611508 = -389314.341986 nChanged 123 SP:Iteration 10Q (6419.839492 sec): 3 clusters Score: Raw -390998.540977 + Penalty 1587.611508 = -389410.929470 nChanged 112 SP:Iteration 11Q (6419.892487 sec): 3 clusters Score: Raw -391078.154220 + Penalty 1587.611508 = -389490.542712 nChanged 94 SP:Iteration 12Q (6419.945312 sec): 3 clusters Score: Raw -391140.734122 + Penalty 1587.611508 = -389553.122614 nChanged 70 SP:Iteration 13Q (6419.995878 sec): 3 clusters Score: Raw -391175.585540 + Penalty 1587.611508 = -389587.974032 nChanged 53 SP:Iteration 14Q (6420.045078 sec): 3 clusters Score: Raw -391201.283536 + Penalty 1587.611508 = -389613.672028 nChanged 47 SP:Iteration 15Q (6420.089728 sec): 3 clusters Score: Raw -391223.877544 + Penalty 1587.611508 = -389636.266036 nChanged 38 SP:Iteration 16Q (6420.134299 sec): 3 clusters Score: Raw -391245.785315 + Penalty 1587.611508 = -389658.173807 nChanged 37 SP:Iteration 17Q (6420.169058 sec): 3 clusters Score: Raw -391267.440692 + Penalty 1587.611508 = -389679.829184 nChanged 32 SP:Iteration 18Q (6420.213937 sec): 3 clusters Score: Raw -391282.512430 + Penalty 1587.611508 = -389694.900922 nChanged 34 SP:Iteration 19Q (6420.258618 sec): 3 clusters Score: Raw -391305.248347 + Penalty 1587.611508 = -389717.636839 nChanged 32 SP:Iteration 20F (6420.310780 sec): 3 clusters Score: Raw -391330.766913 + Penalty 1587.611508 = -389743.155405 nChanged 30 SP:Iteration 21Q (6420.363344 sec): 3 clusters Score: Raw -391349.015636 + Penalty 1587.611508 = -389761.404129 nChanged 25 SP:Iteration 22Q (6420.415804 sec): 3 clusters Score: Raw -391359.830730 + Penalty 1587.611508 = -389772.219222 nChanged 16 SP:Iteration 23Q (6420.467495 sec): 3 clusters Score: Raw -391367.135722 + Penalty 1587.611508 = -389779.524214 nChanged 16 SP:Iteration 24Q (6420.519331 sec): 3 clusters Score: Raw -391375.760011 + Penalty 1587.611508 = -389788.148503 nChanged 20 SP:Iteration 25Q (6420.569215 sec): 3 clusters Score: Raw -391392.185545 + Penalty 1587.611508 = -389804.574038 nChanged 23 SP:Iteration 26Q (6420.626987 sec): 3 clusters Score: Raw -391404.177290 + Penalty 1587.611508 = -389816.565782 nChanged 13 SP:Iteration 27Q (6420.662410 sec): 3 clusters Score: Raw -391415.011873 + Penalty 1587.611508 = -389827.400365 nChanged 16 SP:Iteration 28Q (6420.706490 sec): 3 clusters Score: Raw -391424.483314 + Penalty 1587.611508 = -389836.871807 nChanged 14 SP:Iteration 29Q (6420.756068 sec): 3 clusters Score: Raw -391435.042512 + Penalty 1587.611508 = -389847.431004 nChanged 20 SP:Iteration 30Q (6420.800392 sec): 3 clusters Score: Raw -391451.844657 + Penalty 1587.611508 = -389864.233149 nChanged 17 SP:Iteration 31Q (6420.852149 sec): 3 clusters Score: Raw -391461.322428 + Penalty 1587.611508 = -389873.710920 nChanged 10 SP:Iteration 32Q (6420.902178 sec): 3 clusters Score: Raw -391466.609506 + Penalty 1587.611508 = -389878.997998 nChanged 8 SP:Iteration 33Q (6420.952282 sec): 3 clusters Score: Raw -391470.885148 + Penalty 1587.611508 = -389883.273641 nChanged 9 SP:Iteration 34Q (6420.997092 sec): 3 clusters Score: Raw -391476.443852 + Penalty 1587.611508 = -389888.832344 nChanged 9 SP:Iteration 35Q (6421.039149 sec): 3 clusters Score: Raw -391480.242561 + Penalty 1587.611508 = -389892.631054 nChanged 8 SP:Iteration 36Q (6421.084060 sec): 3 clusters Score: Raw -391483.259879 + Penalty 1587.611508 = -389895.648371 nChanged 6 SP:Iteration 37Q (6421.138548 sec): 3 clusters Score: Raw -391485.223792 + Penalty 1587.611508 = -389897.612284 nChanged 3 SP:Iteration 38Q (6421.175236 sec): 3 clusters Score: Raw -391487.100332 + Penalty 1587.611508 = -389899.488824 nChanged 7 SP:Iteration 39Q (6421.227136 sec): 3 clusters Score: Raw -391490.676068 + Penalty 1587.611508 = -389903.064560 nChanged 4 SP:Iteration 40F (6421.273124 sec): 3 clusters Score: Raw -391492.963804 + Penalty 1587.611508 = -389905.352296 nChanged 2 SP:Iteration 41Q (6421.319915 sec): 3 clusters Score: Raw -391493.714064 + Penalty 1587.611508 = -389906.102556 nChanged 3 SP:Iteration 42Q (6421.361785 sec): 3 clusters Score: Raw -391494.777746 + Penalty 1587.611508 = -389907.166238 nChanged 1 SP:Iteration 43Q (6421.404927 sec): 3 clusters Score: Raw -391494.905923 + Penalty 1587.611508 = -389907.294416 nChanged 0 SP:Iteration 44F (6421.455777 sec): 3 clusters Score: Raw -391494.905923 + Penalty 1587.611508 = -389907.294416 nChanged 0 Trying to split cluster 3 (49287 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6421.544520 sec): 2 clusters Score: Raw -4380046.810789 + Penalty 1026.514485 = -4379020.296304 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6421.655637 sec): 3 clusters Score: Raw -4347949.993801 + Penalty 2053.028970 = -4345896.964831 nChanged 23494 SP:Iteration 1F (6421.752991 sec): 3 clusters Score: Raw -4362062.996270 + Penalty 2053.028970 = -4360009.967300 nChanged 2560 SP:Iteration 2F (6421.869292 sec): 3 clusters Score: Raw -4363120.604434 + Penalty 2053.028970 = -4361067.575463 nChanged 2889 SP:Iteration 3F (6421.973523 sec): 3 clusters Score: Raw -4364652.428579 + Penalty 2053.028970 = -4362599.399608 nChanged 3276 SP:Iteration 4F (6422.079748 sec): 3 clusters Score: Raw -4367093.124017 + Penalty 2053.028970 = -4365040.095046 nChanged 3527 SP:Iteration 5F (6422.189115 sec): 3 clusters Score: Raw -4370265.907731 + Penalty 2053.028970 = -4368212.878760 nChanged 3191 SP:Iteration 6F (6422.296939 sec): 3 clusters Score: Raw -4373026.748871 + Penalty 2053.028970 = -4370973.719900 nChanged 2523 SP:Iteration 7F (6422.398661 sec): 3 clusters Score: Raw -4375002.251497 + Penalty 2053.028970 = -4372949.222527 nChanged 1898 SP:Iteration 8Q (6422.512017 sec): 3 clusters Score: Raw -4376268.590595 + Penalty 2053.028970 = -4374215.561625 nChanged 1382 SP:Iteration 9Q (6422.612958 sec): 3 clusters Score: Raw -4377104.625986 + Penalty 2053.028970 = -4375051.597016 nChanged 1110 SP:Iteration 10Q (6422.716962 sec): 3 clusters Score: Raw -4377751.022117 + Penalty 2053.028970 = -4375697.993147 nChanged 903 SP:Iteration 11Q (6422.826611 sec): 3 clusters Score: Raw -4378276.573613 + Penalty 2053.028970 = -4376223.544643 nChanged 783 SP:Iteration 12Q (6422.925304 sec): 3 clusters Score: Raw -4378732.013466 + Penalty 2053.028970 = -4376678.984495 nChanged 669 SP:Iteration 13Q (6423.031401 sec): 3 clusters Score: Raw -4379102.478257 + Penalty 2053.028970 = -4377049.449287 nChanged 570 SP:Iteration 14Q (6423.132397 sec): 3 clusters Score: Raw -4379417.959174 + Penalty 2053.028970 = -4377364.930203 nChanged 436 SP:Iteration 15Q (6423.228623 sec): 3 clusters Score: Raw -4379657.136521 + Penalty 2053.028970 = -4377604.107550 nChanged 350 SP:Iteration 16Q (6423.329747 sec): 3 clusters Score: Raw -4379848.783826 + Penalty 2053.028970 = -4377795.754855 nChanged 278 SP:Iteration 17Q (6423.425474 sec): 3 clusters Score: Raw -4379994.775336 + Penalty 2053.028970 = -4377941.746366 nChanged 203 SP:Iteration 18Q (6423.531659 sec): 3 clusters Score: Raw -4380106.734563 + Penalty 2053.028970 = -4378053.705592 nChanged 161 SP:Iteration 19Q (6423.621480 sec): 3 clusters Score: Raw -4380189.827422 + Penalty 2053.028970 = -4378136.798452 nChanged 111 SP:Iteration 20F (6423.734881 sec): 3 clusters Score: Raw -4380238.846589 + Penalty 2053.028970 = -4378185.817619 nChanged 95 SP:Iteration 21Q (6423.845234 sec): 3 clusters Score: Raw -4380280.361797 + Penalty 2053.028970 = -4378227.332827 nChanged 66 SP:Iteration 22Q (6423.945704 sec): 3 clusters Score: Raw -4380315.594192 + Penalty 2053.028970 = -4378262.565222 nChanged 64 SP:Iteration 23Q (6424.046525 sec): 3 clusters Score: Raw -4380340.893289 + Penalty 2053.028970 = -4378287.864319 nChanged 40 SP:Iteration 24Q (6424.147258 sec): 3 clusters Score: Raw -4380359.409090 + Penalty 2053.028970 = -4378306.380119 nChanged 38 SP:Iteration 25Q (6424.246990 sec): 3 clusters Score: Raw -4380374.247707 + Penalty 2053.028970 = -4378321.218736 nChanged 26 SP:Iteration 26Q (6424.343477 sec): 3 clusters Score: Raw -4380384.874705 + Penalty 2053.028970 = -4378331.845735 nChanged 17 SP:Iteration 27Q (6424.442177 sec): 3 clusters Score: Raw -4380391.636410 + Penalty 2053.028970 = -4378338.607440 nChanged 16 SP:Iteration 28Q (6424.527041 sec): 3 clusters Score: Raw -4380398.135048 + Penalty 2053.028970 = -4378345.106077 nChanged 13 SP:Iteration 29Q (6424.623004 sec): 3 clusters Score: Raw -4380401.037669 + Penalty 2053.028970 = -4378348.008698 nChanged 6 SP:Iteration 30Q (6424.718282 sec): 3 clusters Score: Raw -4380402.854887 + Penalty 2053.028970 = -4378349.825917 nChanged 6 SP:Iteration 31Q (6424.781289 sec): 3 clusters Score: Raw -4380404.966465 + Penalty 2053.028970 = -4378351.937495 nChanged 6 SP:Iteration 32Q (6424.874412 sec): 3 clusters Score: Raw -4380406.706079 + Penalty 2053.028970 = -4378353.677109 nChanged 5 SP:Iteration 33Q (6424.981124 sec): 3 clusters Score: Raw -4380407.401735 + Penalty 2053.028970 = -4378354.372764 nChanged 3 SP:Iteration 34Q (6425.080545 sec): 3 clusters Score: Raw -4380407.835512 + Penalty 2053.028970 = -4378354.806541 nChanged 1 SP:Iteration 35Q (6425.177736 sec): 3 clusters Score: Raw -4380407.962661 + Penalty 2053.028970 = -4378354.933690 nChanged 0 SP:Iteration 36F (6425.284347 sec): 3 clusters Score: Raw -4380407.962661 + Penalty 2053.028970 = -4378354.933690 nChanged 0 Trying to split cluster 4 (18885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6425.332760 sec): 2 clusters Score: Raw -1808427.658426 + Penalty 935.381707 = -1807492.276718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6425.408153 sec): 3 clusters Score: Raw -1796710.598355 + Penalty 1870.763415 = -1794839.834940 nChanged 8751 SP:Iteration 1F (6425.480171 sec): 3 clusters Score: Raw -1801753.098649 + Penalty 1870.763415 = -1799882.335235 nChanged 958 SP:Iteration 2F (6425.550965 sec): 3 clusters Score: Raw -1802123.178834 + Penalty 1870.763415 = -1800252.415419 nChanged 997 SP:Iteration 3F (6425.578068 sec): 3 clusters Score: Raw -1802573.533754 + Penalty 1870.763415 = -1800702.770340 nChanged 1105 SP:Iteration 4F (6425.614723 sec): 3 clusters Score: Raw -1803103.950106 + Penalty 1870.763415 = -1801233.186691 nChanged 1099 SP:Iteration 5F (6425.650999 sec): 3 clusters Score: Raw -1803691.009786 + Penalty 1870.763415 = -1801820.246371 nChanged 1106 SP:Iteration 6F (6425.687280 sec): 3 clusters Score: Raw -1804318.939369 + Penalty 1870.763415 = -1802448.175954 nChanged 972 SP:Iteration 7F (6425.760979 sec): 3 clusters Score: Raw -1804857.934791 + Penalty 1870.763415 = -1802987.171376 nChanged 883 SP:Iteration 8Q (6425.838544 sec): 3 clusters Score: Raw -1805362.489968 + Penalty 1870.763415 = -1803491.726553 nChanged 713 SP:Iteration 9Q (6425.911996 sec): 3 clusters Score: Raw -1805786.413137 + Penalty 1870.763415 = -1803915.649722 nChanged 632 SP:Iteration 10Q (6425.977440 sec): 3 clusters Score: Raw -1806180.127645 + Penalty 1870.763415 = -1804309.364230 nChanged 546 SP:Iteration 11Q (6426.049552 sec): 3 clusters Score: Raw -1806618.089865 + Penalty 1870.763415 = -1804747.326450 nChanged 486 SP:Iteration 12Q (6426.122845 sec): 3 clusters Score: Raw -1807007.261562 + Penalty 1870.763415 = -1805136.498148 nChanged 398 SP:Iteration 13Q (6426.193841 sec): 3 clusters Score: Raw -1807254.115915 + Penalty 1870.763415 = -1805383.352500 nChanged 339 SP:Iteration 14Q (6426.259819 sec): 3 clusters Score: Raw -1807420.873644 + Penalty 1870.763415 = -1805550.110230 nChanged 265 SP:Iteration 15Q (6426.324221 sec): 3 clusters Score: Raw -1807538.931297 + Penalty 1870.763415 = -1805668.167882 nChanged 243 SP:Iteration 16Q (6426.394130 sec): 3 clusters Score: Raw -1807634.230934 + Penalty 1870.763415 = -1805763.467519 nChanged 222 SP:Iteration 17Q (6426.450044 sec): 3 clusters Score: Raw -1807720.934924 + Penalty 1870.763415 = -1805850.171509 nChanged 203 SP:Iteration 18Q (6426.516952 sec): 3 clusters Score: Raw -1807788.826130 + Penalty 1870.763415 = -1805918.062716 nChanged 196 SP:Iteration 19Q (6426.583539 sec): 3 clusters Score: Raw -1807857.944419 + Penalty 1870.763415 = -1805987.181004 nChanged 168 SP:Iteration 20F (6426.645885 sec): 3 clusters Score: Raw -1807914.623061 + Penalty 1870.763415 = -1806043.859646 nChanged 157 SP:Iteration 21Q (6426.705733 sec): 3 clusters Score: Raw -1807964.211605 + Penalty 1870.763415 = -1806093.448190 nChanged 133 SP:Iteration 22Q (6426.774274 sec): 3 clusters Score: Raw -1808016.173542 + Penalty 1870.763415 = -1806145.410128 nChanged 156 SP:Iteration 23Q (6426.834932 sec): 3 clusters Score: Raw -1808091.794947 + Penalty 1870.763415 = -1806221.031532 nChanged 157 SP:Iteration 24Q (6426.902578 sec): 3 clusters Score: Raw -1808165.666107 + Penalty 1870.763415 = -1806294.902693 nChanged 146 SP:Iteration 25Q (6426.973219 sec): 3 clusters Score: Raw -1808232.779536 + Penalty 1870.763415 = -1806362.016121 nChanged 135 SP:Iteration 26Q (6427.042360 sec): 3 clusters Score: Raw -1808297.116112 + Penalty 1870.763415 = -1806426.352697 nChanged 145 SP:Iteration 27Q (6427.115900 sec): 3 clusters Score: Raw -1808386.677686 + Penalty 1870.763415 = -1806515.914272 nChanged 131 SP:Iteration 28Q (6427.185322 sec): 3 clusters Score: Raw -1808466.727588 + Penalty 1870.763415 = -1806595.964173 nChanged 123 SP:Iteration 29Q (6427.233810 sec): 3 clusters Score: Raw -1808530.846930 + Penalty 1870.763415 = -1806660.083515 nChanged 112 SP:Iteration 30Q (6427.299139 sec): 3 clusters Score: Raw -1808587.893454 + Penalty 1870.763415 = -1806717.130039 nChanged 104 SP:Iteration 31Q (6427.365992 sec): 3 clusters Score: Raw -1808644.049892 + Penalty 1870.763415 = -1806773.286477 nChanged 93 SP:Iteration 32Q (6427.432659 sec): 3 clusters Score: Raw -1808689.648728 + Penalty 1870.763415 = -1806818.885314 nChanged 80 SP:Iteration 33Q (6427.498517 sec): 3 clusters Score: Raw -1808723.005107 + Penalty 1870.763415 = -1806852.241692 nChanged 50 SP:Iteration 34Q (6427.565935 sec): 3 clusters Score: Raw -1808744.004732 + Penalty 1870.763415 = -1806873.241318 nChanged 50 SP:Iteration 35Q (6427.633176 sec): 3 clusters Score: Raw -1808763.896701 + Penalty 1870.763415 = -1806893.133287 nChanged 47 SP:Iteration 36Q (6427.700936 sec): 3 clusters Score: Raw -1808781.335016 + Penalty 1870.763415 = -1806910.571602 nChanged 40 SP:Iteration 37Q (6427.761842 sec): 3 clusters Score: Raw -1808796.214485 + Penalty 1870.763415 = -1806925.451070 nChanged 39 SP:Iteration 38Q (6427.828069 sec): 3 clusters Score: Raw -1808810.120439 + Penalty 1870.763415 = -1806939.357024 nChanged 32 SP:Iteration 39Q (6427.893754 sec): 3 clusters Score: Raw -1808819.382696 + Penalty 1870.763415 = -1806948.619281 nChanged 25 SP:Iteration 40F (6427.965301 sec): 3 clusters Score: Raw -1808827.001547 + Penalty 1870.763415 = -1806956.238132 nChanged 22 SP:Iteration 41Q (6428.031359 sec): 3 clusters Score: Raw -1808833.709897 + Penalty 1870.763415 = -1806962.946482 nChanged 15 SP:Iteration 42Q (6428.096120 sec): 3 clusters Score: Raw -1808837.382701 + Penalty 1870.763415 = -1806966.619286 nChanged 9 SP:Iteration 43Q (6428.155282 sec): 3 clusters Score: Raw -1808839.203711 + Penalty 1870.763415 = -1806968.440296 nChanged 7 SP:Iteration 44Q (6428.218566 sec): 3 clusters Score: Raw -1808840.433153 + Penalty 1870.763415 = -1806969.669738 nChanged 4 SP:Iteration 45Q (6428.279158 sec): 3 clusters Score: Raw -1808841.293129 + Penalty 1870.763415 = -1806970.529714 nChanged 3 SP:Iteration 46Q (6428.345832 sec): 3 clusters Score: Raw -1808841.690946 + Penalty 1870.763415 = -1806970.927531 nChanged 4 SP:Iteration 47Q (6428.409290 sec): 3 clusters Score: Raw -1808842.340240 + Penalty 1870.763415 = -1806971.576825 nChanged 4 SP:Iteration 48Q (6428.470408 sec): 3 clusters Score: Raw -1808842.929818 + Penalty 1870.763415 = -1806972.166403 nChanged 2 SP:Iteration 49Q (6428.532444 sec): 3 clusters Score: Raw -1808843.343391 + Penalty 1870.763415 = -1806972.579976 nChanged 1 SP:Iteration 50Q (6428.597673 sec): 3 clusters Score: Raw -1808843.676727 + Penalty 1870.763415 = -1806972.913312 nChanged 1 SP:Iteration 51Q (6428.658289 sec): 3 clusters Score: Raw -1808843.967783 + Penalty 1870.763415 = -1806973.204368 nChanged 4 SP:Iteration 52Q (6428.722440 sec): 3 clusters Score: Raw -1808844.580006 + Penalty 1870.763415 = -1806973.816592 nChanged 1 SP:Iteration 53Q (6428.788489 sec): 3 clusters Score: Raw -1808844.718945 + Penalty 1870.763415 = -1806973.955530 nChanged 1 SP:Iteration 54Q (6428.856880 sec): 3 clusters Score: Raw -1808844.795747 + Penalty 1870.763415 = -1806974.032332 nChanged 1 SP:Iteration 55Q (6428.914332 sec): 3 clusters Score: Raw -1808844.933452 + Penalty 1870.763415 = -1806974.170037 nChanged 1 SP:Iteration 56Q (6428.989036 sec): 3 clusters Score: Raw -1808845.026021 + Penalty 1870.763415 = -1806974.262607 nChanged 1 SP:Iteration 57Q (6429.052457 sec): 3 clusters Score: Raw -1808845.157835 + Penalty 1870.763415 = -1806974.394420 nChanged 0 SP:Iteration 58F (6429.113252 sec): 3 clusters Score: Raw -1808845.157835 + Penalty 1870.763415 = -1806974.394420 nChanged 0 Trying to split cluster 5 (2445 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6429.149053 sec): 2 clusters Score: Raw -226687.124034 + Penalty 741.171038 = -225945.952996 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6429.196682 sec): 3 clusters Score: Raw -225445.535276 + Penalty 1482.342076 = -223963.193199 nChanged 974 SP:Iteration 1F (6429.238311 sec): 3 clusters Score: Raw -226033.560277 + Penalty 1482.342076 = -224551.218201 nChanged 215 SP:Iteration 2F (6429.274839 sec): 3 clusters Score: Raw -226165.380592 + Penalty 1482.342076 = -224683.038515 nChanged 134 SP:Iteration 3F (6429.319834 sec): 3 clusters Score: Raw -226243.142895 + Penalty 1482.342076 = -224760.800818 nChanged 129 SP:Iteration 4F (6429.366519 sec): 3 clusters Score: Raw -226327.599028 + Penalty 1482.342076 = -224845.256951 nChanged 112 SP:Iteration 5Q (6429.413523 sec): 3 clusters Score: Raw -226406.814792 + Penalty 1482.342076 = -224924.472716 nChanged 98 SP:Iteration 6Q (6429.452778 sec): 3 clusters Score: Raw -226459.800079 + Penalty 1482.342076 = -224977.458003 nChanged 59 SP:Iteration 7Q (6429.498104 sec): 3 clusters Score: Raw -226494.335065 + Penalty 1482.342076 = -225011.992988 nChanged 66 SP:Iteration 8Q (6429.558082 sec): 3 clusters Score: Raw -226540.045080 + Penalty 1482.342076 = -225057.703003 nChanged 70 SP:Iteration 9Q (6429.608620 sec): 3 clusters Score: Raw -226581.179276 + Penalty 1482.342076 = -225098.837200 nChanged 56 SP:Iteration 10Q (6429.658325 sec): 3 clusters Score: Raw -226608.759922 + Penalty 1482.342076 = -225126.417846 nChanged 47 SP:Iteration 11Q (6429.704026 sec): 3 clusters Score: Raw -226635.542292 + Penalty 1482.342076 = -225153.200215 nChanged 39 SP:Iteration 12Q (6429.744559 sec): 3 clusters Score: Raw -226659.618412 + Penalty 1482.342076 = -225177.276335 nChanged 44 SP:Iteration 13Q (6429.793476 sec): 3 clusters Score: Raw -226687.214049 + Penalty 1482.342076 = -225204.871972 nChanged 39 SP:Iteration 14Q (6429.833624 sec): 3 clusters Score: Raw -226712.167058 + Penalty 1482.342076 = -225229.824982 nChanged 34 SP:Iteration 15Q (6429.880377 sec): 3 clusters Score: Raw -226730.442866 + Penalty 1482.342076 = -225248.100789 nChanged 19 SP:Iteration 16Q (6429.913496 sec): 3 clusters Score: Raw -226737.521136 + Penalty 1482.342076 = -225255.179060 nChanged 10 SP:Iteration 17Q (6429.965993 sec): 3 clusters Score: Raw -226742.918620 + Penalty 1482.342076 = -225260.576544 nChanged 15 SP:Iteration 18Q (6430.004804 sec): 3 clusters Score: Raw -226749.706677 + Penalty 1482.342076 = -225267.364601 nChanged 14 SP:Iteration 19Q (6430.053590 sec): 3 clusters Score: Raw -226755.280442 + Penalty 1482.342076 = -225272.938366 nChanged 7 SP:Iteration 20F (6430.101311 sec): 3 clusters Score: Raw -226757.911468 + Penalty 1482.342076 = -225275.569392 nChanged 5 SP:Iteration 21Q (6430.148605 sec): 3 clusters Score: Raw -226760.136707 + Penalty 1482.342076 = -225277.794631 nChanged 5 SP:Iteration 22Q (6430.185893 sec): 3 clusters Score: Raw -226761.726398 + Penalty 1482.342076 = -225279.384321 nChanged 4 SP:Iteration 23Q (6430.226512 sec): 3 clusters Score: Raw -226762.335601 + Penalty 1482.342076 = -225279.993525 nChanged 1 SP:Iteration 24Q (6430.273988 sec): 3 clusters Score: Raw -226762.615909 + Penalty 1482.342076 = -225280.273832 nChanged 1 SP:Iteration 25Q (6430.324129 sec): 3 clusters Score: Raw -226762.910592 + Penalty 1482.342076 = -225280.568516 nChanged 2 SP:Iteration 26Q (6430.375300 sec): 3 clusters Score: Raw -226763.176599 + Penalty 1482.342076 = -225280.834523 nChanged 1 SP:Iteration 27Q (6430.425237 sec): 3 clusters Score: Raw -226763.506161 + Penalty 1482.342076 = -225281.164085 nChanged 0 SP:Iteration 28F (6430.474096 sec): 3 clusters Score: Raw -226763.506161 + Penalty 1482.342076 = -225281.164085 nChanged 0 Trying to split cluster 6 (49562 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6430.564817 sec): 2 clusters Score: Raw -4602376.926657 + Penalty 1027.043071 = -4601349.883586 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6430.674825 sec): 3 clusters Score: Raw -4570120.900001 + Penalty 2054.086141 = -4568066.813860 nChanged 23635 SP:Iteration 1F (6430.773333 sec): 3 clusters Score: Raw -4583731.136651 + Penalty 2054.086141 = -4581677.050510 nChanged 1876 SP:Iteration 2Q (6430.892971 sec): 3 clusters Score: Raw -4584149.014275 + Penalty 2054.086141 = -4582094.928134 nChanged 1678 SP:Iteration 3Q (6431.009838 sec): 3 clusters Score: Raw -4584552.201566 + Penalty 2054.086141 = -4582498.115424 nChanged 1638 SP:Iteration 4Q (6431.112884 sec): 3 clusters Score: Raw -4584976.357903 + Penalty 2054.086141 = -4582922.271762 nChanged 1783 SP:Iteration 5Q (6431.216132 sec): 3 clusters Score: Raw -4585529.740158 + Penalty 2054.086141 = -4583475.654017 nChanged 1994 SP:Iteration 6Q (6431.339485 sec): 3 clusters Score: Raw -4586318.589987 + Penalty 2054.086141 = -4584264.503845 nChanged 2271 SP:Iteration 7Q (6431.449401 sec): 3 clusters Score: Raw -4587489.094541 + Penalty 2054.086141 = -4585435.008400 nChanged 2768 SP:Iteration 8F (6431.543644 sec): 3 clusters Score: Raw -4589247.823202 + Penalty 2054.086141 = -4587193.737061 nChanged 2892 SP:Iteration 9F (6431.653501 sec): 3 clusters Score: Raw -4591444.105329 + Penalty 2054.086141 = -4589390.019188 nChanged 2885 SP:Iteration 10F (6431.762642 sec): 3 clusters Score: Raw -4593702.229327 + Penalty 2054.086141 = -4591648.143186 nChanged 2439 SP:Iteration 11Q (6431.870849 sec): 3 clusters Score: Raw -4595305.460337 + Penalty 2054.086141 = -4593251.374196 nChanged 1662 SP:Iteration 12Q (6431.983319 sec): 3 clusters Score: Raw -4596068.385190 + Penalty 2054.086141 = -4594014.299049 nChanged 1145 SP:Iteration 13Q (6432.083720 sec): 3 clusters Score: Raw -4596520.222326 + Penalty 2054.086141 = -4594466.136185 nChanged 961 SP:Iteration 14Q (6432.192633 sec): 3 clusters Score: Raw -4596887.660729 + Penalty 2054.086141 = -4594833.574588 nChanged 868 SP:Iteration 15Q (6432.313107 sec): 3 clusters Score: Raw -4597207.149606 + Penalty 2054.086141 = -4595153.063465 nChanged 820 SP:Iteration 16Q (6432.422374 sec): 3 clusters Score: Raw -4597512.637635 + Penalty 2054.086141 = -4595458.551494 nChanged 805 SP:Iteration 17Q (6432.528464 sec): 3 clusters Score: Raw -4597816.573030 + Penalty 2054.086141 = -4595762.486889 nChanged 805 SP:Iteration 18Q (6432.638815 sec): 3 clusters Score: Raw -4598140.861535 + Penalty 2054.086141 = -4596086.775394 nChanged 808 SP:Iteration 19Q (6432.737026 sec): 3 clusters Score: Raw -4598475.940693 + Penalty 2054.086141 = -4596421.854552 nChanged 818 SP:Iteration 20F (6432.848132 sec): 3 clusters Score: Raw -4598848.756782 + Penalty 2054.086141 = -4596794.670641 nChanged 862 SP:Iteration 21Q (6432.950673 sec): 3 clusters Score: Raw -4599272.945164 + Penalty 2054.086141 = -4597218.859023 nChanged 795 SP:Iteration 22Q (6433.053408 sec): 3 clusters Score: Raw -4599682.833537 + Penalty 2054.086141 = -4597628.747396 nChanged 766 SP:Iteration 23Q (6433.143934 sec): 3 clusters Score: Raw -4600106.376096 + Penalty 2054.086141 = -4598052.289955 nChanged 745 SP:Iteration 24Q (6433.252310 sec): 3 clusters Score: Raw -4600544.711808 + Penalty 2054.086141 = -4598490.625666 nChanged 647 SP:Iteration 25Q (6433.360795 sec): 3 clusters Score: Raw -4600937.829842 + Penalty 2054.086141 = -4598883.743701 nChanged 578 SP:Iteration 26Q (6433.460763 sec): 3 clusters Score: Raw -4601299.283536 + Penalty 2054.086141 = -4599245.197394 nChanged 472 SP:Iteration 27Q (6433.562981 sec): 3 clusters Score: Raw -4601594.842274 + Penalty 2054.086141 = -4599540.756133 nChanged 355 SP:Iteration 28Q (6433.661868 sec): 3 clusters Score: Raw -4601806.336896 + Penalty 2054.086141 = -4599752.250755 nChanged 293 SP:Iteration 29Q (6433.761783 sec): 3 clusters Score: Raw -4601995.441147 + Penalty 2054.086141 = -4599941.355005 nChanged 238 SP:Iteration 30Q (6433.847357 sec): 3 clusters Score: Raw -4602156.273233 + Penalty 2054.086141 = -4600102.187092 nChanged 160 SP:Iteration 31Q (6433.942104 sec): 3 clusters Score: Raw -4602264.325959 + Penalty 2054.086141 = -4600210.239818 nChanged 110 SP:Iteration 32Q (6434.032920 sec): 3 clusters Score: Raw -4602332.940729 + Penalty 2054.086141 = -4600278.854588 nChanged 76 SP:Iteration 33Q (6434.121293 sec): 3 clusters Score: Raw -4602380.687882 + Penalty 2054.086141 = -4600326.601741 nChanged 51 SP:Iteration 34Q (6434.221564 sec): 3 clusters Score: Raw -4602410.092886 + Penalty 2054.086141 = -4600356.006745 nChanged 40 SP:Iteration 35Q (6434.313596 sec): 3 clusters Score: Raw -4602435.287176 + Penalty 2054.086141 = -4600381.201035 nChanged 34 SP:Iteration 36Q (6434.410118 sec): 3 clusters Score: Raw -4602461.400712 + Penalty 2054.086141 = -4600407.314571 nChanged 32 SP:Iteration 37Q (6434.495702 sec): 3 clusters Score: Raw -4602483.903186 + Penalty 2054.086141 = -4600429.817044 nChanged 16 SP:Iteration 38Q (6434.589319 sec): 3 clusters Score: Raw -4602497.131149 + Penalty 2054.086141 = -4600443.045008 nChanged 15 SP:Iteration 39Q (6434.674927 sec): 3 clusters Score: Raw -4602508.999894 + Penalty 2054.086141 = -4600454.913753 nChanged 11 SP:Iteration 40F (6434.774602 sec): 3 clusters Score: Raw -4602516.652527 + Penalty 2054.086141 = -4600462.566386 nChanged 8 SP:Iteration 41Q (6434.863788 sec): 3 clusters Score: Raw -4602521.473724 + Penalty 2054.086141 = -4600467.387583 nChanged 6 SP:Iteration 42Q (6434.955766 sec): 3 clusters Score: Raw -4602525.888486 + Penalty 2054.086141 = -4600471.802345 nChanged 2 SP:Iteration 43Q (6435.044464 sec): 3 clusters Score: Raw -4602526.806185 + Penalty 2054.086141 = -4600472.720044 nChanged 2 SP:Iteration 44Q (6435.140980 sec): 3 clusters Score: Raw -4602527.485741 + Penalty 2054.086141 = -4600473.399600 nChanged 2 SP:Iteration 45Q (6435.237002 sec): 3 clusters Score: Raw -4602529.042521 + Penalty 2054.086141 = -4600474.956380 nChanged 1 SP:Iteration 46Q (6435.329199 sec): 3 clusters Score: Raw -4602529.937287 + Penalty 2054.086141 = -4600475.851146 nChanged 0 SP:Iteration 47F (6435.425602 sec): 3 clusters Score: Raw -4602529.937287 + Penalty 2054.086141 = -4600475.851146 nChanged 0 Trying to split cluster 7 (22637 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6435.460764 sec): 2 clusters Score: Raw -2098923.661665 + Penalty 952.597396 = -2097971.064269 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6435.536644 sec): 3 clusters Score: Raw -2084764.891149 + Penalty 1905.194793 = -2082859.696356 nChanged 10478 SP:Iteration 1F (6435.602129 sec): 3 clusters Score: Raw -2090615.346054 + Penalty 1905.194793 = -2088710.151262 nChanged 989 SP:Iteration 2Q (6435.676071 sec): 3 clusters Score: Raw -2090939.157698 + Penalty 1905.194793 = -2089033.962905 nChanged 1059 SP:Iteration 3Q (6435.751887 sec): 3 clusters Score: Raw -2091395.138044 + Penalty 1905.194793 = -2089489.943251 nChanged 1249 SP:Iteration 4F (6435.820503 sec): 3 clusters Score: Raw -2092050.843122 + Penalty 1905.194793 = -2090145.648329 nChanged 1539 SP:Iteration 5F (6435.906131 sec): 3 clusters Score: Raw -2093094.425211 + Penalty 1905.194793 = -2091189.230418 nChanged 1705 SP:Iteration 6F (6435.963561 sec): 3 clusters Score: Raw -2094413.447759 + Penalty 1905.194793 = -2092508.252966 nChanged 1593 SP:Iteration 7F (6436.041475 sec): 3 clusters Score: Raw -2095732.289022 + Penalty 1905.194793 = -2093827.094230 nChanged 1295 SP:Iteration 8F (6436.112577 sec): 3 clusters Score: Raw -2096768.435593 + Penalty 1905.194793 = -2094863.240800 nChanged 927 SP:Iteration 9Q (6436.187403 sec): 3 clusters Score: Raw -2097432.074064 + Penalty 1905.194793 = -2095526.879272 nChanged 611 SP:Iteration 10Q (6436.258542 sec): 3 clusters Score: Raw -2097824.458532 + Penalty 1905.194793 = -2095919.263739 nChanged 478 SP:Iteration 11Q (6436.321542 sec): 3 clusters Score: Raw -2098089.509204 + Penalty 1905.194793 = -2096184.314412 nChanged 364 SP:Iteration 12Q (6436.394375 sec): 3 clusters Score: Raw -2098294.726889 + Penalty 1905.194793 = -2096389.532096 nChanged 301 SP:Iteration 13Q (6436.464481 sec): 3 clusters Score: Raw -2098451.631619 + Penalty 1905.194793 = -2096546.436826 nChanged 241 SP:Iteration 14Q (6436.532331 sec): 3 clusters Score: Raw -2098575.360386 + Penalty 1905.194793 = -2096670.165593 nChanged 199 SP:Iteration 15Q (6436.600701 sec): 3 clusters Score: Raw -2098680.475726 + Penalty 1905.194793 = -2096775.280934 nChanged 159 SP:Iteration 16Q (6436.680041 sec): 3 clusters Score: Raw -2098763.742953 + Penalty 1905.194793 = -2096858.548160 nChanged 142 SP:Iteration 17Q (6436.746700 sec): 3 clusters Score: Raw -2098841.432225 + Penalty 1905.194793 = -2096936.237433 nChanged 130 SP:Iteration 18Q (6436.818663 sec): 3 clusters Score: Raw -2098907.372146 + Penalty 1905.194793 = -2097002.177353 nChanged 102 SP:Iteration 19Q (6436.888039 sec): 3 clusters Score: Raw -2098949.971219 + Penalty 1905.194793 = -2097044.776426 nChanged 74 SP:Iteration 20F (6436.964277 sec): 3 clusters Score: Raw -2098982.394211 + Penalty 1905.194793 = -2097077.199418 nChanged 67 SP:Iteration 21Q (6437.036324 sec): 3 clusters Score: Raw -2099016.784093 + Penalty 1905.194793 = -2097111.589300 nChanged 44 SP:Iteration 22Q (6437.105541 sec): 3 clusters Score: Raw -2099035.965281 + Penalty 1905.194793 = -2097130.770489 nChanged 41 SP:Iteration 23Q (6437.177046 sec): 3 clusters Score: Raw -2099052.459867 + Penalty 1905.194793 = -2097147.265074 nChanged 30 SP:Iteration 24Q (6437.249455 sec): 3 clusters Score: Raw -2099065.167572 + Penalty 1905.194793 = -2097159.972779 nChanged 30 SP:Iteration 25Q (6437.321509 sec): 3 clusters Score: Raw -2099077.391248 + Penalty 1905.194793 = -2097172.196455 nChanged 22 SP:Iteration 26Q (6437.393393 sec): 3 clusters Score: Raw -2099087.667771 + Penalty 1905.194793 = -2097182.472978 nChanged 19 SP:Iteration 27Q (6437.461803 sec): 3 clusters Score: Raw -2099095.335683 + Penalty 1905.194793 = -2097190.140890 nChanged 16 SP:Iteration 28Q (6437.534359 sec): 3 clusters Score: Raw -2099100.305173 + Penalty 1905.194793 = -2097195.110380 nChanged 17 SP:Iteration 29Q (6437.603165 sec): 3 clusters Score: Raw -2099108.836919 + Penalty 1905.194793 = -2097203.642126 nChanged 16 SP:Iteration 30Q (6437.674403 sec): 3 clusters Score: Raw -2099114.513240 + Penalty 1905.194793 = -2097209.318447 nChanged 14 SP:Iteration 31Q (6437.744897 sec): 3 clusters Score: Raw -2099121.457735 + Penalty 1905.194793 = -2097216.262942 nChanged 13 SP:Iteration 32Q (6437.816764 sec): 3 clusters Score: Raw -2099128.964412 + Penalty 1905.194793 = -2097223.769619 nChanged 14 SP:Iteration 33Q (6437.890227 sec): 3 clusters Score: Raw -2099135.844611 + Penalty 1905.194793 = -2097230.649818 nChanged 12 SP:Iteration 34Q (6437.963197 sec): 3 clusters Score: Raw -2099141.930946 + Penalty 1905.194793 = -2097236.736154 nChanged 9 SP:Iteration 35Q (6438.035911 sec): 3 clusters Score: Raw -2099145.788634 + Penalty 1905.194793 = -2097240.593841 nChanged 8 SP:Iteration 36Q (6438.100392 sec): 3 clusters Score: Raw -2099149.673532 + Penalty 1905.194793 = -2097244.478739 nChanged 11 SP:Iteration 37Q (6438.177633 sec): 3 clusters Score: Raw -2099153.429871 + Penalty 1905.194793 = -2097248.235078 nChanged 8 SP:Iteration 38Q (6438.238250 sec): 3 clusters Score: Raw -2099157.130444 + Penalty 1905.194793 = -2097251.935651 nChanged 4 SP:Iteration 39Q (6438.303885 sec): 3 clusters Score: Raw -2099158.401026 + Penalty 1905.194793 = -2097253.206233 nChanged 6 SP:Iteration 40F (6438.371096 sec): 3 clusters Score: Raw -2099161.124677 + Penalty 1905.194793 = -2097255.929885 nChanged 4 SP:Iteration 41Q (6438.443996 sec): 3 clusters Score: Raw -2099163.180200 + Penalty 1905.194793 = -2097257.985407 nChanged 6 SP:Iteration 42Q (6438.516928 sec): 3 clusters Score: Raw -2099165.577920 + Penalty 1905.194793 = -2097260.383128 nChanged 5 SP:Iteration 43Q (6438.588323 sec): 3 clusters Score: Raw -2099168.000514 + Penalty 1905.194793 = -2097262.805722 nChanged 3 SP:Iteration 44Q (6438.660672 sec): 3 clusters Score: Raw -2099169.308516 + Penalty 1905.194793 = -2097264.113723 nChanged 2 SP:Iteration 45Q (6438.731324 sec): 3 clusters Score: Raw -2099169.867956 + Penalty 1905.194793 = -2097264.673163 nChanged 0 SP:Iteration 46F (6438.804818 sec): 3 clusters Score: Raw -2099169.867956 + Penalty 1905.194793 = -2097264.673163 nChanged 0 Trying to split cluster 8 (15020 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6438.841351 sec): 2 clusters Score: Raw -1426452.576177 + Penalty 913.628103 = -1425538.948074 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6438.892496 sec): 3 clusters Score: Raw -1417229.052201 + Penalty 1827.256206 = -1415401.795996 nChanged 6939 SP:Iteration 1F (6438.966734 sec): 3 clusters Score: Raw -1421109.021578 + Penalty 1827.256206 = -1419281.765372 nChanged 791 SP:Iteration 2F (6439.024948 sec): 3 clusters Score: Raw -1421444.468402 + Penalty 1827.256206 = -1419617.212196 nChanged 775 SP:Iteration 3F (6439.092331 sec): 3 clusters Score: Raw -1421812.164565 + Penalty 1827.256206 = -1419984.908359 nChanged 817 SP:Iteration 4F (6439.157436 sec): 3 clusters Score: Raw -1422206.639849 + Penalty 1827.256206 = -1420379.383643 nChanged 836 SP:Iteration 5F (6439.208475 sec): 3 clusters Score: Raw -1422619.121670 + Penalty 1827.256206 = -1420791.865464 nChanged 850 SP:Iteration 6F (6439.273772 sec): 3 clusters Score: Raw -1423114.006860 + Penalty 1827.256206 = -1421286.750654 nChanged 857 SP:Iteration 7F (6439.335513 sec): 3 clusters Score: Raw -1423684.316700 + Penalty 1827.256206 = -1421857.060494 nChanged 870 SP:Iteration 8F (6439.406627 sec): 3 clusters Score: Raw -1424327.937383 + Penalty 1827.256206 = -1422500.681177 nChanged 799 SP:Iteration 9F (6439.466277 sec): 3 clusters Score: Raw -1424920.203530 + Penalty 1827.256206 = -1423092.947325 nChanged 594 SP:Iteration 10Q (6439.540043 sec): 3 clusters Score: Raw -1425343.248112 + Penalty 1827.256206 = -1423515.991906 nChanged 430 SP:Iteration 11Q (6439.597867 sec): 3 clusters Score: Raw -1425661.168275 + Penalty 1827.256206 = -1423833.912069 nChanged 360 SP:Iteration 12Q (6439.661133 sec): 3 clusters Score: Raw -1425915.129116 + Penalty 1827.256206 = -1424087.872911 nChanged 259 SP:Iteration 13Q (6439.730488 sec): 3 clusters Score: Raw -1426064.117783 + Penalty 1827.256206 = -1424236.861577 nChanged 214 SP:Iteration 14Q (6439.787900 sec): 3 clusters Score: Raw -1426164.721041 + Penalty 1827.256206 = -1424337.464836 nChanged 147 SP:Iteration 15Q (6439.861867 sec): 3 clusters Score: Raw -1426223.617887 + Penalty 1827.256206 = -1424396.361681 nChanged 129 SP:Iteration 16Q (6439.923040 sec): 3 clusters Score: Raw -1426281.219062 + Penalty 1827.256206 = -1424453.962856 nChanged 107 SP:Iteration 17Q (6439.988442 sec): 3 clusters Score: Raw -1426327.265228 + Penalty 1827.256206 = -1424500.009022 nChanged 77 SP:Iteration 18Q (6440.044762 sec): 3 clusters Score: Raw -1426359.773169 + Penalty 1827.256206 = -1424532.516964 nChanged 70 SP:Iteration 19Q (6440.118584 sec): 3 clusters Score: Raw -1426385.966117 + Penalty 1827.256206 = -1424558.709912 nChanged 74 SP:Iteration 20F (6440.181333 sec): 3 clusters Score: Raw -1426414.537814 + Penalty 1827.256206 = -1424587.281608 nChanged 61 SP:Iteration 21Q (6440.231311 sec): 3 clusters Score: Raw -1426434.185959 + Penalty 1827.256206 = -1424606.929753 nChanged 44 SP:Iteration 22Q (6440.304443 sec): 3 clusters Score: Raw -1426445.852031 + Penalty 1827.256206 = -1424618.595826 nChanged 30 SP:Iteration 23Q (6440.359111 sec): 3 clusters Score: Raw -1426452.733814 + Penalty 1827.256206 = -1424625.477608 nChanged 22 SP:Iteration 24Q (6440.428416 sec): 3 clusters Score: Raw -1426459.602213 + Penalty 1827.256206 = -1424632.346007 nChanged 23 SP:Iteration 25Q (6440.484987 sec): 3 clusters Score: Raw -1426464.314638 + Penalty 1827.256206 = -1424637.058432 nChanged 22 SP:Iteration 26Q (6440.549445 sec): 3 clusters Score: Raw -1426470.761009 + Penalty 1827.256206 = -1424643.504804 nChanged 18 SP:Iteration 27Q (6440.616197 sec): 3 clusters Score: Raw -1426474.937094 + Penalty 1827.256206 = -1424647.680888 nChanged 19 SP:Iteration 28Q (6440.672216 sec): 3 clusters Score: Raw -1426481.173809 + Penalty 1827.256206 = -1424653.917603 nChanged 23 SP:Iteration 29Q (6440.725500 sec): 3 clusters Score: Raw -1426486.739475 + Penalty 1827.256206 = -1424659.483270 nChanged 22 SP:Iteration 30Q (6440.798688 sec): 3 clusters Score: Raw -1426492.780580 + Penalty 1827.256206 = -1424665.524374 nChanged 22 SP:Iteration 31Q (6440.851304 sec): 3 clusters Score: Raw -1426497.190452 + Penalty 1827.256206 = -1424669.934246 nChanged 15 SP:Iteration 32Q (6440.913763 sec): 3 clusters Score: Raw -1426501.591171 + Penalty 1827.256206 = -1424674.334965 nChanged 13 SP:Iteration 33Q (6440.970164 sec): 3 clusters Score: Raw -1426504.768592 + Penalty 1827.256206 = -1424677.512386 nChanged 11 SP:Iteration 34Q (6441.021993 sec): 3 clusters Score: Raw -1426506.787244 + Penalty 1827.256206 = -1424679.531038 nChanged 14 SP:Iteration 35Q (6441.080143 sec): 3 clusters Score: Raw -1426510.481921 + Penalty 1827.256206 = -1424683.225715 nChanged 13 SP:Iteration 36Q (6441.132743 sec): 3 clusters Score: Raw -1426513.200048 + Penalty 1827.256206 = -1424685.943843 nChanged 10 SP:Iteration 37Q (6441.197586 sec): 3 clusters Score: Raw -1426515.368355 + Penalty 1827.256206 = -1424688.112150 nChanged 9 SP:Iteration 38Q (6441.262543 sec): 3 clusters Score: Raw -1426517.138442 + Penalty 1827.256206 = -1424689.882236 nChanged 6 SP:Iteration 39Q (6441.320792 sec): 3 clusters Score: Raw -1426518.635420 + Penalty 1827.256206 = -1424691.379215 nChanged 10 SP:Iteration 40F (6441.383992 sec): 3 clusters Score: Raw -1426520.586928 + Penalty 1827.256206 = -1424693.330722 nChanged 7 SP:Iteration 41Q (6441.434084 sec): 3 clusters Score: Raw -1426522.882725 + Penalty 1827.256206 = -1424695.626520 nChanged 7 SP:Iteration 42Q (6441.503963 sec): 3 clusters Score: Raw -1426524.536546 + Penalty 1827.256206 = -1424697.280340 nChanged 10 SP:Iteration 43Q (6441.555688 sec): 3 clusters Score: Raw -1426527.185617 + Penalty 1827.256206 = -1424699.929411 nChanged 15 SP:Iteration 44Q (6441.617578 sec): 3 clusters Score: Raw -1426530.766975 + Penalty 1827.256206 = -1424703.510770 nChanged 18 SP:Iteration 45Q (6441.681375 sec): 3 clusters Score: Raw -1426534.399245 + Penalty 1827.256206 = -1424707.143039 nChanged 10 SP:Iteration 46Q (6441.745271 sec): 3 clusters Score: Raw -1426536.764261 + Penalty 1827.256206 = -1424709.508055 nChanged 12 SP:Iteration 47Q (6441.806471 sec): 3 clusters Score: Raw -1426540.043333 + Penalty 1827.256206 = -1424712.787127 nChanged 14 SP:Iteration 48Q (6441.875020 sec): 3 clusters Score: Raw -1426544.064284 + Penalty 1827.256206 = -1424716.808078 nChanged 13 SP:Iteration 49Q (6441.928569 sec): 3 clusters Score: Raw -1426547.251955 + Penalty 1827.256206 = -1424719.995749 nChanged 14 SP:Iteration 50Q (6441.992268 sec): 3 clusters Score: Raw -1426551.332275 + Penalty 1827.256206 = -1424724.076069 nChanged 16 SP:Iteration 51Q (6442.056492 sec): 3 clusters Score: Raw -1426555.640657 + Penalty 1827.256206 = -1424728.384451 nChanged 13 SP:Iteration 52Q (6442.115993 sec): 3 clusters Score: Raw -1426558.817902 + Penalty 1827.256206 = -1424731.561696 nChanged 10 SP:Iteration 53Q (6442.178932 sec): 3 clusters Score: Raw -1426561.065736 + Penalty 1827.256206 = -1424733.809530 nChanged 11 SP:Iteration 54Q (6442.232024 sec): 3 clusters Score: Raw -1426563.576945 + Penalty 1827.256206 = -1424736.320739 nChanged 8 SP:Iteration 55Q (6442.295305 sec): 3 clusters Score: Raw -1426565.892497 + Penalty 1827.256206 = -1424738.636291 nChanged 10 SP:Iteration 56Q (6442.358538 sec): 3 clusters Score: Raw -1426567.949343 + Penalty 1827.256206 = -1424740.693138 nChanged 8 SP:Iteration 57Q (6442.411789 sec): 3 clusters Score: Raw -1426569.971557 + Penalty 1827.256206 = -1424742.715351 nChanged 8 SP:Iteration 58Q (6442.471616 sec): 3 clusters Score: Raw -1426572.630563 + Penalty 1827.256206 = -1424745.374357 nChanged 6 SP:Iteration 59Q (6442.532138 sec): 3 clusters Score: Raw -1426574.121664 + Penalty 1827.256206 = -1424746.865458 nChanged 5 SP:Iteration 60F (6442.598430 sec): 3 clusters Score: Raw -1426575.549125 + Penalty 1827.256206 = -1424748.292920 nChanged 3 SP:Iteration 61Q (6442.661345 sec): 3 clusters Score: Raw -1426576.396131 + Penalty 1827.256206 = -1424749.139926 nChanged 4 SP:Iteration 62Q (6442.713353 sec): 3 clusters Score: Raw -1426577.237099 + Penalty 1827.256206 = -1424749.980893 nChanged 2 SP:Iteration 63Q (6442.776658 sec): 3 clusters Score: Raw -1426577.651276 + Penalty 1827.256206 = -1424750.395070 nChanged 1 SP:Iteration 64Q (6442.835401 sec): 3 clusters Score: Raw -1426577.814734 + Penalty 1827.256206 = -1424750.558528 nChanged 2 SP:Iteration 65Q (6442.890430 sec): 3 clusters Score: Raw -1426578.159255 + Penalty 1827.256206 = -1424750.903049 nChanged 1 SP:Iteration 66Q (6442.942197 sec): 3 clusters Score: Raw -1426578.394164 + Penalty 1827.256206 = -1424751.137958 nChanged 1 SP:Iteration 67Q (6443.000935 sec): 3 clusters Score: Raw -1426578.563579 + Penalty 1827.256206 = -1424751.307373 nChanged 1 SP:Iteration 68Q (6443.060110 sec): 3 clusters Score: Raw -1426578.871149 + Penalty 1827.256206 = -1424751.614943 nChanged 3 SP:Iteration 69Q (6443.118329 sec): 3 clusters Score: Raw -1426580.058453 + Penalty 1827.256206 = -1424752.802247 nChanged 5 SP:Iteration 70Q (6443.176839 sec): 3 clusters Score: Raw -1426581.169215 + Penalty 1827.256206 = -1424753.913009 nChanged 2 SP:Iteration 71Q (6443.239216 sec): 3 clusters Score: Raw -1426581.787980 + Penalty 1827.256206 = -1424754.531774 nChanged 4 SP:Iteration 72Q (6443.303125 sec): 3 clusters Score: Raw -1426583.240793 + Penalty 1827.256206 = -1424755.984587 nChanged 6 SP:Iteration 73Q (6443.362190 sec): 3 clusters Score: Raw -1426585.243353 + Penalty 1827.256206 = -1424757.987147 nChanged 4 SP:Iteration 74Q (6443.417475 sec): 3 clusters Score: Raw -1426586.200522 + Penalty 1827.256206 = -1424758.944316 nChanged 3 SP:Iteration 75Q (6443.481565 sec): 3 clusters Score: Raw -1426587.086673 + Penalty 1827.256206 = -1424759.830467 nChanged 2 SP:Iteration 76Q (6443.535051 sec): 3 clusters Score: Raw -1426587.672462 + Penalty 1827.256206 = -1424760.416256 nChanged 4 SP:Iteration 77Q (6443.599469 sec): 3 clusters Score: Raw -1426588.935454 + Penalty 1827.256206 = -1424761.679248 nChanged 3 SP:Iteration 78Q (6443.663077 sec): 3 clusters Score: Raw -1426590.392985 + Penalty 1827.256206 = -1424763.136779 nChanged 8 SP:Iteration 79Q (6443.731219 sec): 3 clusters Score: Raw -1426593.472021 + Penalty 1827.256206 = -1424766.215815 nChanged 8 SP:Iteration 80F (6443.794606 sec): 3 clusters Score: Raw -1426597.011595 + Penalty 1827.256206 = -1424769.755389 nChanged 17 SP:Iteration 81Q (6443.846786 sec): 3 clusters Score: Raw -1426605.875649 + Penalty 1827.256206 = -1424778.619444 nChanged 17 SP:Iteration 82Q (6443.922397 sec): 3 clusters Score: Raw -1426614.219046 + Penalty 1827.256206 = -1424786.962841 nChanged 12 SP:Iteration 83Q (6443.987165 sec): 3 clusters Score: Raw -1426617.850536 + Penalty 1827.256206 = -1424790.594330 nChanged 6 SP:Iteration 84Q (6444.049728 sec): 3 clusters Score: Raw -1426620.373062 + Penalty 1827.256206 = -1424793.116857 nChanged 7 SP:Iteration 85Q (6444.114284 sec): 3 clusters Score: Raw -1426623.071303 + Penalty 1827.256206 = -1424795.815098 nChanged 6 SP:Iteration 86Q (6444.178091 sec): 3 clusters Score: Raw -1426625.319950 + Penalty 1827.256206 = -1424798.063744 nChanged 5 SP:Iteration 87Q (6444.228919 sec): 3 clusters Score: Raw -1426626.620978 + Penalty 1827.256206 = -1424799.364772 nChanged 1 SP:Iteration 88Q (6444.291170 sec): 3 clusters Score: Raw -1426626.832403 + Penalty 1827.256206 = -1424799.576197 nChanged 1 SP:Iteration 89Q (6444.355556 sec): 3 clusters Score: Raw -1426627.205712 + Penalty 1827.256206 = -1424799.949507 nChanged 1 SP:Iteration 90Q (6444.431168 sec): 3 clusters Score: Raw -1426628.043970 + Penalty 1827.256206 = -1424800.787764 nChanged 6 SP:Iteration 91Q (6444.488275 sec): 3 clusters Score: Raw -1426629.451002 + Penalty 1827.256206 = -1424802.194796 nChanged 4 SP:Iteration 92Q (6444.534806 sec): 3 clusters Score: Raw -1426630.293935 + Penalty 1827.256206 = -1424803.037729 nChanged 1 SP:Iteration 93Q (6444.601985 sec): 3 clusters Score: Raw -1426630.478886 + Penalty 1827.256206 = -1424803.222681 nChanged 1 SP:Iteration 94Q (6444.650998 sec): 3 clusters Score: Raw -1426630.605817 + Penalty 1827.256206 = -1424803.349611 nChanged 0 SP:Iteration 95F (6444.729687 sec): 3 clusters Score: Raw -1426630.605817 + Penalty 1827.256206 = -1424803.349611 nChanged 0 Trying to split cluster 9 (1934 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6444.756917 sec): 2 clusters Score: Raw -176211.411051 + Penalty 718.897839 = -175492.513212 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6444.805305 sec): 3 clusters Score: Raw -175281.098127 + Penalty 1437.795678 = -173843.302449 nChanged 744 SP:Iteration 1F (6444.853035 sec): 3 clusters Score: Raw -175752.232572 + Penalty 1437.795678 = -174314.436893 nChanged 172 SP:Iteration 2F (6444.899441 sec): 3 clusters Score: Raw -175869.651611 + Penalty 1437.795678 = -174431.855932 nChanged 118 SP:Iteration 3F (6444.949565 sec): 3 clusters Score: Raw -175993.507365 + Penalty 1437.795678 = -174555.711686 nChanged 112 SP:Iteration 4F (6445.006796 sec): 3 clusters Score: Raw -176107.204418 + Penalty 1437.795678 = -174669.408740 nChanged 102 SP:Iteration 5F (6445.034466 sec): 3 clusters Score: Raw -176203.086069 + Penalty 1437.795678 = -174765.290390 nChanged 104 SP:Iteration 6F (6445.042038 sec): 3 clusters Score: Raw -176300.920293 + Penalty 1437.795678 = -174863.124614 nChanged 108 SP:Iteration 7F (6445.049271 sec): 3 clusters Score: Raw -176404.736320 + Penalty 1437.795678 = -174966.940642 nChanged 84 SP:Iteration 8Q (6445.056439 sec): 3 clusters Score: Raw -176464.900931 + Penalty 1437.795678 = -175027.105253 nChanged 56 SP:Iteration 9Q (6445.063615 sec): 3 clusters Score: Raw -176499.521383 + Penalty 1437.795678 = -175061.725704 nChanged 38 SP:Iteration 10Q (6445.070755 sec): 3 clusters Score: Raw -176520.953805 + Penalty 1437.795678 = -175083.158126 nChanged 40 SP:Iteration 11Q (6445.077869 sec): 3 clusters Score: Raw -176544.962307 + Penalty 1437.795678 = -175107.166629 nChanged 34 SP:Iteration 12Q (6445.085004 sec): 3 clusters Score: Raw -176559.491678 + Penalty 1437.795678 = -175121.695999 nChanged 9 SP:Iteration 13Q (6445.092021 sec): 3 clusters Score: Raw -176565.928032 + Penalty 1437.795678 = -175128.132354 nChanged 10 SP:Iteration 14Q (6445.099148 sec): 3 clusters Score: Raw -176570.325888 + Penalty 1437.795678 = -175132.530210 nChanged 7 SP:Iteration 15Q (6445.106209 sec): 3 clusters Score: Raw -176572.587071 + Penalty 1437.795678 = -175134.791393 nChanged 6 SP:Iteration 16Q (6445.113318 sec): 3 clusters Score: Raw -176575.396168 + Penalty 1437.795678 = -175137.600490 nChanged 6 SP:Iteration 17Q (6445.120347 sec): 3 clusters Score: Raw -176577.342252 + Penalty 1437.795678 = -175139.546573 nChanged 8 SP:Iteration 18Q (6445.127483 sec): 3 clusters Score: Raw -176579.345016 + Penalty 1437.795678 = -175141.549337 nChanged 6 SP:Iteration 19Q (6445.134592 sec): 3 clusters Score: Raw -176581.676530 + Penalty 1437.795678 = -175143.880852 nChanged 5 SP:Iteration 20F (6445.141760 sec): 3 clusters Score: Raw -176582.932781 + Penalty 1437.795678 = -175145.137102 nChanged 4 SP:Iteration 21Q (6445.148783 sec): 3 clusters Score: Raw -176584.597152 + Penalty 1437.795678 = -175146.801473 nChanged 3 SP:Iteration 22Q (6445.155869 sec): 3 clusters Score: Raw -176585.372266 + Penalty 1437.795678 = -175147.576588 nChanged 1 SP:Iteration 23Q (6445.171588 sec): 3 clusters Score: Raw -176585.565492 + Penalty 1437.795678 = -175147.769814 nChanged 0 SP:Iteration 24F (6445.178666 sec): 3 clusters Score: Raw -176585.565492 + Penalty 1437.795678 = -175147.769814 nChanged 0 Trying to split cluster 10 (68460 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6445.272887 sec): 2 clusters Score: Raw -6493077.291668 + Penalty 1057.730467 = -6492019.561202 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6445.407569 sec): 3 clusters Score: Raw -6448380.595987 + Penalty 2115.460933 = -6446265.135054 nChanged 32771 SP:Iteration 1F (6445.507735 sec): 3 clusters Score: Raw -6469568.530509 + Penalty 2115.460933 = -6467453.069576 nChanged 3989 SP:Iteration 2F (6445.627336 sec): 3 clusters Score: Raw -6471970.055380 + Penalty 2115.460933 = -6469854.594446 nChanged 4452 SP:Iteration 3F (6445.767456 sec): 3 clusters Score: Raw -6475318.036899 + Penalty 2115.460933 = -6473202.575966 nChanged 4802 SP:Iteration 4F (6445.900239 sec): 3 clusters Score: Raw -6479158.892263 + Penalty 2115.460933 = -6477043.431330 nChanged 4400 SP:Iteration 5F (6446.023842 sec): 3 clusters Score: Raw -6482006.292236 + Penalty 2115.460933 = -6479890.831303 nChanged 3131 SP:Iteration 6Q (6446.163542 sec): 3 clusters Score: Raw -6483237.927719 + Penalty 2115.460933 = -6481122.466785 nChanged 1752 SP:Iteration 7Q (6446.311546 sec): 3 clusters Score: Raw -6483659.292706 + Penalty 2115.460933 = -6481543.831773 nChanged 1085 SP:Iteration 8Q (6446.452174 sec): 3 clusters Score: Raw -6483905.408099 + Penalty 2115.460933 = -6481789.947166 nChanged 853 SP:Iteration 9Q (6446.587832 sec): 3 clusters Score: Raw -6484104.232688 + Penalty 2115.460933 = -6481988.771754 nChanged 739 SP:Iteration 10Q (6446.722089 sec): 3 clusters Score: Raw -6484259.116296 + Penalty 2115.460933 = -6482143.655363 nChanged 680 SP:Iteration 11Q (6446.842363 sec): 3 clusters Score: Raw -6484398.254747 + Penalty 2115.460933 = -6482282.793814 nChanged 635 SP:Iteration 12Q (6446.976058 sec): 3 clusters Score: Raw -6484525.743604 + Penalty 2115.460933 = -6482410.282671 nChanged 652 SP:Iteration 13Q (6447.112805 sec): 3 clusters Score: Raw -6484650.741400 + Penalty 2115.460933 = -6482535.280467 nChanged 604 SP:Iteration 14Q (6447.238141 sec): 3 clusters Score: Raw -6484766.984888 + Penalty 2115.460933 = -6482651.523954 nChanged 628 SP:Iteration 15Q (6447.380482 sec): 3 clusters Score: Raw -6484876.820420 + Penalty 2115.460933 = -6482761.359487 nChanged 603 SP:Iteration 16Q (6447.517541 sec): 3 clusters Score: Raw -6484976.702057 + Penalty 2115.460933 = -6482861.241124 nChanged 563 SP:Iteration 17Q (6447.654293 sec): 3 clusters Score: Raw -6485068.782682 + Penalty 2115.460933 = -6482953.321749 nChanged 543 SP:Iteration 18Q (6447.777672 sec): 3 clusters Score: Raw -6485153.630515 + Penalty 2115.460933 = -6483038.169581 nChanged 551 SP:Iteration 19Q (6447.914286 sec): 3 clusters Score: Raw -6485237.010924 + Penalty 2115.460933 = -6483121.549991 nChanged 524 SP:Iteration 20F (6448.044498 sec): 3 clusters Score: Raw -6485317.881716 + Penalty 2115.460933 = -6483202.420782 nChanged 506 SP:Iteration 21Q (6448.185441 sec): 3 clusters Score: Raw -6485397.709699 + Penalty 2115.460933 = -6483282.248766 nChanged 544 SP:Iteration 22Q (6448.324846 sec): 3 clusters Score: Raw -6485477.212575 + Penalty 2115.460933 = -6483361.751642 nChanged 494 SP:Iteration 23Q (6448.443751 sec): 3 clusters Score: Raw -6485549.869834 + Penalty 2115.460933 = -6483434.408901 nChanged 525 SP:Iteration 24Q (6448.575752 sec): 3 clusters Score: Raw -6485628.042674 + Penalty 2115.460933 = -6483512.581741 nChanged 483 SP:Iteration 25Q (6448.723709 sec): 3 clusters Score: Raw -6485704.474718 + Penalty 2115.460933 = -6483589.013784 nChanged 539 SP:Iteration 26Q (6448.861599 sec): 3 clusters Score: Raw -6485799.223596 + Penalty 2115.460933 = -6483683.762663 nChanged 590 SP:Iteration 27Q (6448.989490 sec): 3 clusters Score: Raw -6485904.774865 + Penalty 2115.460933 = -6483789.313932 nChanged 584 SP:Iteration 28Q (6449.127472 sec): 3 clusters Score: Raw -6486012.984134 + Penalty 2115.460933 = -6483897.523201 nChanged 629 SP:Iteration 29Q (6449.259578 sec): 3 clusters Score: Raw -6486143.834887 + Penalty 2115.460933 = -6484028.373954 nChanged 673 SP:Iteration 30Q (6449.366117 sec): 3 clusters Score: Raw -6486290.402077 + Penalty 2115.460933 = -6484174.941143 nChanged 691 SP:Iteration 31Q (6449.493318 sec): 3 clusters Score: Raw -6486444.390749 + Penalty 2115.460933 = -6484328.929816 nChanged 731 SP:Iteration 32Q (6449.619405 sec): 3 clusters Score: Raw -6486619.796477 + Penalty 2115.460933 = -6484504.335544 nChanged 756 SP:Iteration 33Q (6449.750126 sec): 3 clusters Score: Raw -6486824.511597 + Penalty 2115.460933 = -6484709.050664 nChanged 823 SP:Iteration 34Q (6449.892994 sec): 3 clusters Score: Raw -6487058.920213 + Penalty 2115.460933 = -6484943.459280 nChanged 906 SP:Iteration 35Q (6450.028402 sec): 3 clusters Score: Raw -6487339.020624 + Penalty 2115.460933 = -6485223.559691 nChanged 970 SP:Iteration 36Q (6450.161800 sec): 3 clusters Score: Raw -6487680.605223 + Penalty 2115.460933 = -6485565.144290 nChanged 1039 SP:Iteration 37Q (6450.290902 sec): 3 clusters Score: Raw -6488081.653260 + Penalty 2115.460933 = -6485966.192326 nChanged 1092 SP:Iteration 38Q (6450.423581 sec): 3 clusters Score: Raw -6488569.067131 + Penalty 2115.460933 = -6486453.606198 nChanged 1153 SP:Iteration 39Q (6450.556066 sec): 3 clusters Score: Raw -6489145.040799 + Penalty 2115.460933 = -6487029.579865 nChanged 1207 SP:Iteration 40F (6450.685117 sec): 3 clusters Score: Raw -6489817.018655 + Penalty 2115.460933 = -6487701.557722 nChanged 1266 SP:Iteration 41Q (6450.805190 sec): 3 clusters Score: Raw -6490592.988956 + Penalty 2115.460933 = -6488477.528022 nChanged 1210 SP:Iteration 42Q (6450.938352 sec): 3 clusters Score: Raw -6491306.227192 + Penalty 2115.460933 = -6489190.766258 nChanged 1131 SP:Iteration 43Q (6451.072187 sec): 3 clusters Score: Raw -6491882.033306 + Penalty 2115.460933 = -6489766.572373 nChanged 975 SP:Iteration 44Q (6451.201875 sec): 3 clusters Score: Raw -6492311.910678 + Penalty 2115.460933 = -6490196.449745 nChanged 809 SP:Iteration 45Q (6451.332612 sec): 3 clusters Score: Raw -6492582.429783 + Penalty 2115.460933 = -6490466.968850 nChanged 611 SP:Iteration 46Q (6451.465384 sec): 3 clusters Score: Raw -6492752.272940 + Penalty 2115.460933 = -6490636.812007 nChanged 517 SP:Iteration 47Q (6451.593942 sec): 3 clusters Score: Raw -6492884.335248 + Penalty 2115.460933 = -6490768.874314 nChanged 418 SP:Iteration 48Q (6451.732513 sec): 3 clusters Score: Raw -6492978.152318 + Penalty 2115.460933 = -6490862.691385 nChanged 358 SP:Iteration 49Q (6451.859952 sec): 3 clusters Score: Raw -6493044.375693 + Penalty 2115.460933 = -6490928.914759 nChanged 289 SP:Iteration 50Q (6451.985620 sec): 3 clusters Score: Raw -6493088.976799 + Penalty 2115.460933 = -6490973.515866 nChanged 236 SP:Iteration 51Q (6452.101934 sec): 3 clusters Score: Raw -6493118.023451 + Penalty 2115.460933 = -6491002.562518 nChanged 193 SP:Iteration 52Q (6452.226590 sec): 3 clusters Score: Raw -6493139.348045 + Penalty 2115.460933 = -6491023.887112 nChanged 151 SP:Iteration 53Q (6452.367051 sec): 3 clusters Score: Raw -6493152.181109 + Penalty 2115.460933 = -6491036.720175 nChanged 125 SP:Iteration 54Q (6452.488697 sec): 3 clusters Score: Raw -6493162.502666 + Penalty 2115.460933 = -6491047.041733 nChanged 115 SP:Iteration 55Q (6452.612499 sec): 3 clusters Score: Raw -6493171.253182 + Penalty 2115.460933 = -6491055.792249 nChanged 105 SP:Iteration 56Q (6452.748518 sec): 3 clusters Score: Raw -6493179.552346 + Penalty 2115.460933 = -6491064.091412 nChanged 117 SP:Iteration 57Q (6452.883699 sec): 3 clusters Score: Raw -6493188.870257 + Penalty 2115.460933 = -6491073.409324 nChanged 103 SP:Iteration 58Q (6453.003731 sec): 3 clusters Score: Raw -6493196.483292 + Penalty 2115.460933 = -6491081.022359 nChanged 93 SP:Iteration 59Q (6453.136627 sec): 3 clusters Score: Raw -6493202.980891 + Penalty 2115.460933 = -6491087.519958 nChanged 92 SP:Iteration 60F (6453.267177 sec): 3 clusters Score: Raw -6493208.986176 + Penalty 2115.460933 = -6491093.525243 nChanged 87 SP:Iteration 61Q (6453.395816 sec): 3 clusters Score: Raw -6493213.663206 + Penalty 2115.460933 = -6491098.202273 nChanged 72 SP:Iteration 62Q (6453.520901 sec): 3 clusters Score: Raw -6493217.523376 + Penalty 2115.460933 = -6491102.062442 nChanged 77 SP:Iteration 63Q (6453.646713 sec): 3 clusters Score: Raw -6493221.596483 + Penalty 2115.460933 = -6491106.135549 nChanged 69 SP:Iteration 64Q (6453.774573 sec): 3 clusters Score: Raw -6493224.960252 + Penalty 2115.460933 = -6491109.499319 nChanged 65 SP:Iteration 65Q (6453.907097 sec): 3 clusters Score: Raw -6493227.648609 + Penalty 2115.460933 = -6491112.187676 nChanged 62 SP:Iteration 66Q (6454.023608 sec): 3 clusters Score: Raw -6493230.684452 + Penalty 2115.460933 = -6491115.223518 nChanged 65 SP:Iteration 67Q (6454.150631 sec): 3 clusters Score: Raw -6493233.826276 + Penalty 2115.460933 = -6491118.365343 nChanged 65 SP:Iteration 68Q (6454.270967 sec): 3 clusters Score: Raw -6493237.135676 + Penalty 2115.460933 = -6491121.674742 nChanged 72 SP:Iteration 69Q (6454.408276 sec): 3 clusters Score: Raw -6493241.114489 + Penalty 2115.460933 = -6491125.653556 nChanged 71 SP:Iteration 70Q (6454.535009 sec): 3 clusters Score: Raw -6493244.334766 + Penalty 2115.460933 = -6491128.873833 nChanged 82 SP:Iteration 71Q (6454.659068 sec): 3 clusters Score: Raw -6493247.895788 + Penalty 2115.460933 = -6491132.434855 nChanged 65 SP:Iteration 72Q (6454.785143 sec): 3 clusters Score: Raw -6493250.880999 + Penalty 2115.460933 = -6491135.420066 nChanged 71 SP:Iteration 73Q (6454.905950 sec): 3 clusters Score: Raw -6493254.562289 + Penalty 2115.460933 = -6491139.101356 nChanged 63 SP:Iteration 74Q (6455.008050 sec): 3 clusters Score: Raw -6493258.437960 + Penalty 2115.460933 = -6491142.977026 nChanged 60 SP:Iteration 75Q (6455.135072 sec): 3 clusters Score: Raw -6493261.480502 + Penalty 2115.460933 = -6491146.019568 nChanged 65 SP:Iteration 76Q (6455.265942 sec): 3 clusters Score: Raw -6493264.625999 + Penalty 2115.460933 = -6491149.165066 nChanged 57 SP:Iteration 77Q (6455.400585 sec): 3 clusters Score: Raw -6493267.093847 + Penalty 2115.460933 = -6491151.632913 nChanged 49 SP:Iteration 78Q (6455.530843 sec): 3 clusters Score: Raw -6493268.989872 + Penalty 2115.460933 = -6491153.528938 nChanged 54 SP:Iteration 79Q (6455.658532 sec): 3 clusters Score: Raw -6493271.096634 + Penalty 2115.460933 = -6491155.635701 nChanged 58 SP:Iteration 80F (6455.791385 sec): 3 clusters Score: Raw -6493273.102849 + Penalty 2115.460933 = -6491157.641916 nChanged 47 SP:Iteration 81Q (6455.917119 sec): 3 clusters Score: Raw -6493274.516730 + Penalty 2115.460933 = -6491159.055796 nChanged 44 SP:Iteration 82Q (6456.044167 sec): 3 clusters Score: Raw -6493275.830934 + Penalty 2115.460933 = -6491160.370000 nChanged 39 SP:Iteration 83Q (6456.173088 sec): 3 clusters Score: Raw -6493277.292802 + Penalty 2115.460933 = -6491161.831869 nChanged 44 SP:Iteration 84Q (6456.301330 sec): 3 clusters Score: Raw -6493279.358762 + Penalty 2115.460933 = -6491163.897829 nChanged 56 SP:Iteration 85Q (6456.429158 sec): 3 clusters Score: Raw -6493281.935666 + Penalty 2115.460933 = -6491166.474733 nChanged 63 SP:Iteration 86Q (6456.551019 sec): 3 clusters Score: Raw -6493285.754392 + Penalty 2115.460933 = -6491170.293459 nChanged 80 SP:Iteration 87Q (6456.675236 sec): 3 clusters Score: Raw -6493291.257900 + Penalty 2115.460933 = -6491175.796967 nChanged 68 SP:Iteration 88Q (6456.801390 sec): 3 clusters Score: Raw -6493295.035505 + Penalty 2115.460933 = -6491179.574572 nChanged 76 SP:Iteration 89Q (6456.924358 sec): 3 clusters Score: Raw -6493299.483738 + Penalty 2115.460933 = -6491184.022805 nChanged 79 SP:Iteration 90Q (6457.049301 sec): 3 clusters Score: Raw -6493304.074541 + Penalty 2115.460933 = -6491188.613608 nChanged 57 SP:Iteration 91Q (6457.177215 sec): 3 clusters Score: Raw -6493306.349633 + Penalty 2115.460933 = -6491190.888699 nChanged 41 SP:Iteration 92Q (6457.298384 sec): 3 clusters Score: Raw -6493308.016188 + Penalty 2115.460933 = -6491192.555255 nChanged 44 SP:Iteration 93Q (6457.423300 sec): 3 clusters Score: Raw -6493309.768257 + Penalty 2115.460933 = -6491194.307324 nChanged 34 SP:Iteration 94Q (6457.547161 sec): 3 clusters Score: Raw -6493311.101612 + Penalty 2115.460933 = -6491195.640679 nChanged 36 SP:Iteration 95Q (6457.680555 sec): 3 clusters Score: Raw -6493312.250386 + Penalty 2115.460933 = -6491196.789453 nChanged 37 SP:Iteration 96Q (6457.811588 sec): 3 clusters Score: Raw -6493313.578296 + Penalty 2115.460933 = -6491198.117362 nChanged 32 SP:Iteration 97Q (6457.928839 sec): 3 clusters Score: Raw -6493314.572196 + Penalty 2115.460933 = -6491199.111263 nChanged 30 SP:Iteration 98Q (6458.052435 sec): 3 clusters Score: Raw -6493315.614323 + Penalty 2115.460933 = -6491200.153390 nChanged 35 SP:Iteration 99Q (6458.174794 sec): 3 clusters Score: Raw -6493316.871148 + Penalty 2115.460933 = -6491201.410215 nChanged 36 SP:Iteration 100F (6458.308836 sec): 3 clusters Score: Raw -6493318.546394 + Penalty 2115.460933 = -6491203.085461 nChanged 43 SP:Iteration 101Q (6458.436430 sec): 3 clusters Score: Raw -6493320.359250 + Penalty 2115.460933 = -6491204.898316 nChanged 41 SP:Iteration 102Q (6458.556635 sec): 3 clusters Score: Raw -6493321.992499 + Penalty 2115.460933 = -6491206.531565 nChanged 45 SP:Iteration 103Q (6458.681470 sec): 3 clusters Score: Raw -6493323.785983 + Penalty 2115.460933 = -6491208.325049 nChanged 50 SP:Iteration 104Q (6458.814186 sec): 3 clusters Score: Raw -6493326.154061 + Penalty 2115.460933 = -6491210.693128 nChanged 54 SP:Iteration 105Q (6458.925210 sec): 3 clusters Score: Raw -6493329.352240 + Penalty 2115.460933 = -6491213.891306 nChanged 53 SP:Iteration 106Q (6459.046141 sec): 3 clusters Score: Raw -6493332.191859 + Penalty 2115.460933 = -6491216.730925 nChanged 58 SP:Iteration 107Q (6459.158027 sec): 3 clusters Score: Raw -6493335.664583 + Penalty 2115.460933 = -6491220.203649 nChanged 68 SP:Iteration 108Q (6459.281512 sec): 3 clusters Score: Raw -6493339.404009 + Penalty 2115.460933 = -6491223.943076 nChanged 65 SP:Iteration 109Q (6459.392614 sec): 3 clusters Score: Raw -6493342.358298 + Penalty 2115.460933 = -6491226.897365 nChanged 51 SP:Iteration 110Q (6459.506755 sec): 3 clusters Score: Raw -6493344.318754 + Penalty 2115.460933 = -6491228.857821 nChanged 49 SP:Iteration 111Q (6459.624164 sec): 3 clusters Score: Raw -6493346.663128 + Penalty 2115.460933 = -6491231.202195 nChanged 56 SP:Iteration 112Q (6459.753369 sec): 3 clusters Score: Raw -6493350.277391 + Penalty 2115.460933 = -6491234.816458 nChanged 56 SP:Iteration 113Q (6459.879423 sec): 3 clusters Score: Raw -6493353.738667 + Penalty 2115.460933 = -6491238.277734 nChanged 60 SP:Iteration 114Q (6459.998457 sec): 3 clusters Score: Raw -6493357.261364 + Penalty 2115.460933 = -6491241.800431 nChanged 65 SP:Iteration 115Q (6460.120961 sec): 3 clusters Score: Raw -6493360.848452 + Penalty 2115.460933 = -6491245.387518 nChanged 69 SP:Iteration 116Q (6460.244054 sec): 3 clusters Score: Raw -6493364.294215 + Penalty 2115.460933 = -6491248.833282 nChanged 65 SP:Iteration 117Q (6460.381873 sec): 3 clusters Score: Raw -6493367.318737 + Penalty 2115.460933 = -6491251.857804 nChanged 71 SP:Iteration 118Q (6460.501469 sec): 3 clusters Score: Raw -6493371.441788 + Penalty 2115.460933 = -6491255.980855 nChanged 75 SP:Iteration 119Q (6460.623930 sec): 3 clusters Score: Raw -6493376.026449 + Penalty 2115.460933 = -6491260.565516 nChanged 80 SP:Iteration 120F (6460.756192 sec): 3 clusters Score: Raw -6493380.766335 + Penalty 2115.460933 = -6491265.305402 nChanged 71 SP:Iteration 121Q (6460.886981 sec): 3 clusters Score: Raw -6493384.154047 + Penalty 2115.460933 = -6491268.693114 nChanged 66 SP:Iteration 122Q (6461.009527 sec): 3 clusters Score: Raw -6493387.347282 + Penalty 2115.460933 = -6491271.886349 nChanged 61 SP:Iteration 123Q (6461.127010 sec): 3 clusters Score: Raw -6493389.797355 + Penalty 2115.460933 = -6491274.336422 nChanged 40 SP:Iteration 124Q (6461.242249 sec): 3 clusters Score: Raw -6493391.424335 + Penalty 2115.460933 = -6491275.963402 nChanged 49 SP:Iteration 125Q (6461.373369 sec): 3 clusters Score: Raw -6493393.680863 + Penalty 2115.460933 = -6491278.219930 nChanged 46 SP:Iteration 126Q (6461.499091 sec): 3 clusters Score: Raw -6493395.882963 + Penalty 2115.460933 = -6491280.422030 nChanged 53 SP:Iteration 127Q (6461.628565 sec): 3 clusters Score: Raw -6493398.955129 + Penalty 2115.460933 = -6491283.494196 nChanged 61 SP:Iteration 128Q (6461.742512 sec): 3 clusters Score: Raw -6493403.037647 + Penalty 2115.460933 = -6491287.576714 nChanged 79 SP:Iteration 129Q (6461.862280 sec): 3 clusters Score: Raw -6493408.228684 + Penalty 2115.460933 = -6491292.767751 nChanged 86 SP:Iteration 130Q (6461.986807 sec): 3 clusters Score: Raw -6493414.015884 + Penalty 2115.460933 = -6491298.554951 nChanged 83 SP:Iteration 131Q (6462.112553 sec): 3 clusters Score: Raw -6493419.809835 + Penalty 2115.460933 = -6491304.348902 nChanged 85 SP:Iteration 132Q (6462.232944 sec): 3 clusters Score: Raw -6493425.793715 + Penalty 2115.460933 = -6491310.332782 nChanged 79 SP:Iteration 133Q (6462.352345 sec): 3 clusters Score: Raw -6493432.251603 + Penalty 2115.460933 = -6491316.790669 nChanged 89 SP:Iteration 134Q (6462.463442 sec): 3 clusters Score: Raw -6493439.755330 + Penalty 2115.460933 = -6491324.294397 nChanged 91 SP:Iteration 135Q (6462.585919 sec): 3 clusters Score: Raw -6493446.781974 + Penalty 2115.460933 = -6491331.321041 nChanged 86 SP:Iteration 136Q (6462.714266 sec): 3 clusters Score: Raw -6493453.431530 + Penalty 2115.460933 = -6491337.970597 nChanged 84 SP:Iteration 137Q (6462.834537 sec): 3 clusters Score: Raw -6493459.432275 + Penalty 2115.460933 = -6491343.971342 nChanged 64 SP:Iteration 138Q (6462.943448 sec): 3 clusters Score: Raw -6493463.210887 + Penalty 2115.460933 = -6491347.749954 nChanged 60 SP:Iteration 139Q (6463.062914 sec): 3 clusters Score: Raw -6493466.145675 + Penalty 2115.460933 = -6491350.684742 nChanged 59 SP:Iteration 140F (6463.178080 sec): 3 clusters Score: Raw -6493469.222226 + Penalty 2115.460933 = -6491353.761293 nChanged 63 SP:Iteration 141Q (6463.296229 sec): 3 clusters Score: Raw -6493472.836527 + Penalty 2115.460933 = -6491357.375593 nChanged 51 SP:Iteration 142Q (6463.409383 sec): 3 clusters Score: Raw -6493475.854608 + Penalty 2115.460933 = -6491360.393675 nChanged 56 SP:Iteration 143Q (6463.527527 sec): 3 clusters Score: Raw -6493479.147548 + Penalty 2115.460933 = -6491363.686615 nChanged 65 SP:Iteration 144Q (6463.638623 sec): 3 clusters Score: Raw -6493483.099175 + Penalty 2115.460933 = -6491367.638241 nChanged 60 SP:Iteration 145Q (6463.756638 sec): 3 clusters Score: Raw -6493486.314370 + Penalty 2115.460933 = -6491370.853437 nChanged 50 SP:Iteration 146Q (6463.867253 sec): 3 clusters Score: Raw -6493489.291757 + Penalty 2115.460933 = -6491373.830824 nChanged 68 SP:Iteration 147Q (6463.975173 sec): 3 clusters Score: Raw -6493493.588837 + Penalty 2115.460933 = -6491378.127904 nChanged 54 SP:Iteration 148Q (6464.095059 sec): 3 clusters Score: Raw -6493496.773182 + Penalty 2115.460933 = -6491381.312249 nChanged 67 SP:Iteration 149Q (6464.219352 sec): 3 clusters Score: Raw -6493501.285315 + Penalty 2115.460933 = -6491385.824382 nChanged 63 SP:Iteration 150Q (6464.338021 sec): 3 clusters Score: Raw -6493505.054518 + Penalty 2115.460933 = -6491389.593585 nChanged 54 SP:Iteration 151Q (6464.462379 sec): 3 clusters Score: Raw -6493508.344503 + Penalty 2115.460933 = -6491392.883570 nChanged 54 SP:Iteration 152Q (6464.570371 sec): 3 clusters Score: Raw -6493510.962258 + Penalty 2115.460933 = -6491395.501325 nChanged 51 SP:Iteration 153Q (6464.701398 sec): 3 clusters Score: Raw -6493513.889653 + Penalty 2115.460933 = -6491398.428720 nChanged 46 SP:Iteration 154Q (6464.828621 sec): 3 clusters Score: Raw -6493516.237082 + Penalty 2115.460933 = -6491400.776149 nChanged 48 SP:Iteration 155Q (6464.940191 sec): 3 clusters Score: Raw -6493518.800280 + Penalty 2115.460933 = -6491403.339347 nChanged 49 SP:Iteration 156Q (6465.063223 sec): 3 clusters Score: Raw -6493521.489754 + Penalty 2115.460933 = -6491406.028821 nChanged 59 SP:Iteration 157Q (6465.202132 sec): 3 clusters Score: Raw -6493525.197576 + Penalty 2115.460933 = -6491409.736643 nChanged 56 SP:Iteration 158Q (6465.325852 sec): 3 clusters Score: Raw -6493528.871608 + Penalty 2115.460933 = -6491413.410675 nChanged 59 SP:Iteration 159Q (6465.449324 sec): 3 clusters Score: Raw -6493533.037815 + Penalty 2115.460933 = -6491417.576882 nChanged 68 SP:Iteration 160F (6465.569056 sec): 3 clusters Score: Raw -6493537.188481 + Penalty 2115.460933 = -6491421.727547 nChanged 56 SP:Iteration 161Q (6465.690511 sec): 3 clusters Score: Raw -6493540.597063 + Penalty 2115.460933 = -6491425.136130 nChanged 68 SP:Iteration 162Q (6465.805649 sec): 3 clusters Score: Raw -6493544.761663 + Penalty 2115.460933 = -6491429.300730 nChanged 58 SP:Iteration 163Q (6465.926507 sec): 3 clusters Score: Raw -6493547.993972 + Penalty 2115.460933 = -6491432.533039 nChanged 44 SP:Iteration 164Q (6466.050920 sec): 3 clusters Score: Raw -6493550.121627 + Penalty 2115.460933 = -6491434.660693 nChanged 38 SP:Iteration 165Q (6466.177286 sec): 3 clusters Score: Raw -6493551.783560 + Penalty 2115.460933 = -6491436.322627 nChanged 28 SP:Iteration 166Q (6466.303890 sec): 3 clusters Score: Raw -6493553.047611 + Penalty 2115.460933 = -6491437.586677 nChanged 34 SP:Iteration 167Q (6466.423722 sec): 3 clusters Score: Raw -6493554.535622 + Penalty 2115.460933 = -6491439.074688 nChanged 37 SP:Iteration 168Q (6466.543995 sec): 3 clusters Score: Raw -6493556.312857 + Penalty 2115.460933 = -6491440.851923 nChanged 31 SP:Iteration 169Q (6466.669583 sec): 3 clusters Score: Raw -6493558.035932 + Penalty 2115.460933 = -6491442.574998 nChanged 40 SP:Iteration 170Q (6466.786480 sec): 3 clusters Score: Raw -6493560.367179 + Penalty 2115.460933 = -6491444.906246 nChanged 43 SP:Iteration 171Q (6466.905702 sec): 3 clusters Score: Raw -6493562.748034 + Penalty 2115.460933 = -6491447.287101 nChanged 38 SP:Iteration 172Q (6467.025112 sec): 3 clusters Score: Raw -6493564.461881 + Penalty 2115.460933 = -6491449.000948 nChanged 31 SP:Iteration 173Q (6467.154960 sec): 3 clusters Score: Raw -6493565.898048 + Penalty 2115.460933 = -6491450.437115 nChanged 42 SP:Iteration 174Q (6467.283241 sec): 3 clusters Score: Raw -6493568.165537 + Penalty 2115.460933 = -6491452.704604 nChanged 40 SP:Iteration 175Q (6467.371435 sec): 3 clusters Score: Raw -6493570.238247 + Penalty 2115.460933 = -6491454.777314 nChanged 36 SP:Iteration 176Q (6467.460161 sec): 3 clusters Score: Raw -6493571.923893 + Penalty 2115.460933 = -6491456.462960 nChanged 29 SP:Iteration 177Q (6467.583685 sec): 3 clusters Score: Raw -6493573.275213 + Penalty 2115.460933 = -6491457.814279 nChanged 25 SP:Iteration 178Q (6467.695868 sec): 3 clusters Score: Raw -6493574.435185 + Penalty 2115.460933 = -6491458.974252 nChanged 17 SP:Iteration 179Q (6467.829292 sec): 3 clusters Score: Raw -6493575.114489 + Penalty 2115.460933 = -6491459.653556 nChanged 23 SP:Iteration 180F (6467.961637 sec): 3 clusters Score: Raw -6493576.218903 + Penalty 2115.460933 = -6491460.757970 nChanged 24 SP:Iteration 181Q (6468.083747 sec): 3 clusters Score: Raw -6493577.351764 + Penalty 2115.460933 = -6491461.890830 nChanged 25 SP:Iteration 182Q (6468.201831 sec): 3 clusters Score: Raw -6493578.507064 + Penalty 2115.460933 = -6491463.046130 nChanged 20 SP:Iteration 183Q (6468.327449 sec): 3 clusters Score: Raw -6493579.271194 + Penalty 2115.460933 = -6491463.810260 nChanged 22 SP:Iteration 184Q (6468.438613 sec): 3 clusters Score: Raw -6493580.258214 + Penalty 2115.460933 = -6491464.797280 nChanged 26 SP:Iteration 185Q (6468.560762 sec): 3 clusters Score: Raw -6493581.220036 + Penalty 2115.460933 = -6491465.759103 nChanged 24 SP:Iteration 186Q (6468.693428 sec): 3 clusters Score: Raw -6493582.537095 + Penalty 2115.460933 = -6491467.076161 nChanged 32 SP:Iteration 187Q (6468.814827 sec): 3 clusters Score: Raw -6493584.413286 + Penalty 2115.460933 = -6491468.952352 nChanged 39 SP:Iteration 188Q (6468.933437 sec): 3 clusters Score: Raw -6493586.608625 + Penalty 2115.460933 = -6491471.147692 nChanged 43 SP:Iteration 189Q (6469.040108 sec): 3 clusters Score: Raw -6493589.087178 + Penalty 2115.460933 = -6491473.626245 nChanged 35 SP:Iteration 190Q (6469.157490 sec): 3 clusters Score: Raw -6493591.014171 + Penalty 2115.460933 = -6491475.553238 nChanged 25 SP:Iteration 191Q (6469.280270 sec): 3 clusters Score: Raw -6493592.348137 + Penalty 2115.460933 = -6491476.887203 nChanged 23 SP:Iteration 192Q (6469.404465 sec): 3 clusters Score: Raw -6493593.291618 + Penalty 2115.460933 = -6491477.830685 nChanged 24 SP:Iteration 193Q (6469.527925 sec): 3 clusters Score: Raw -6493594.468446 + Penalty 2115.460933 = -6491479.007513 nChanged 24 SP:Iteration 194Q (6469.636965 sec): 3 clusters Score: Raw -6493595.593182 + Penalty 2115.460933 = -6491480.132249 nChanged 18 SP:Iteration 195Q (6469.753505 sec): 3 clusters Score: Raw -6493596.321199 + Penalty 2115.460933 = -6491480.860266 nChanged 13 SP:Iteration 196Q (6469.869531 sec): 3 clusters Score: Raw -6493596.798682 + Penalty 2115.460933 = -6491481.337748 nChanged 12 SP:Iteration 197Q (6469.981297 sec): 3 clusters Score: Raw -6493597.198592 + Penalty 2115.460933 = -6491481.737659 nChanged 6 SP:Iteration 198Q (6470.086633 sec): 3 clusters Score: Raw -6493597.356775 + Penalty 2115.460933 = -6491481.895842 nChanged 5 SP:Iteration 199Q (6470.191688 sec): 3 clusters Score: Raw -6493597.499248 + Penalty 2115.460933 = -6491482.038315 nChanged 2 SP:Iteration 200F (6470.305450 sec): 3 clusters Score: Raw -6493597.531222 + Penalty 2115.460933 = -6491482.070289 nChanged 5 SP:Iteration 201Q (6470.421120 sec): 3 clusters Score: Raw -6493597.627462 + Penalty 2115.460933 = -6491482.166529 nChanged 3 SP:Iteration 202Q (6470.535851 sec): 3 clusters Score: Raw -6493597.717662 + Penalty 2115.460933 = -6491482.256728 nChanged 2 SP:Iteration 203Q (6470.640126 sec): 3 clusters Score: Raw -6493597.751549 + Penalty 2115.460933 = -6491482.290616 nChanged 2 SP:Iteration 204Q (6470.759283 sec): 3 clusters Score: Raw -6493597.793919 + Penalty 2115.460933 = -6491482.332986 nChanged 1 SP:Iteration 205Q (6470.885961 sec): 3 clusters Score: Raw -6493597.812485 + Penalty 2115.460933 = -6491482.351552 nChanged 0 SP:Iteration 206F (6471.012838 sec): 3 clusters Score: Raw -6493597.812485 + Penalty 2115.460933 = -6491482.351552 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6471.040832 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6471.072679 sec): 3 clusters Score: Raw -16235.000811 + Penalty 1023.054062 = -15211.946749 nChanged 57 SP:Iteration 1F (6471.122767 sec): 3 clusters Score: Raw -16319.852947 + Penalty 1023.054062 = -15296.798885 nChanged 10 SP:Iteration 2Q (6471.168291 sec): 3 clusters Score: Raw -16332.344837 + Penalty 1023.054062 = -15309.290775 nChanged 3 SP:Iteration 3Q (6471.214723 sec): 3 clusters Score: Raw -16336.152960 + Penalty 1023.054062 = -15313.098898 nChanged 3 SP:Iteration 4Q (6471.261630 sec): 3 clusters Score: Raw -16338.677225 + Penalty 1023.054062 = -15315.623163 nChanged 0 SP:Iteration 5F (6471.299596 sec): 3 clusters Score: Raw -16338.677225 + Penalty 1023.054062 = -15315.623163 nChanged 0 Trying to split cluster 12 (25759 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6471.359439 sec): 2 clusters Score: Raw -2292703.348576 + Penalty 964.871239 = -2291738.477336 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6471.438297 sec): 3 clusters Score: Raw -2276493.148803 + Penalty 1929.742478 = -2274563.406324 nChanged 12076 SP:Iteration 1F (6471.516013 sec): 3 clusters Score: Raw -2283634.057476 + Penalty 1929.742478 = -2281704.314998 nChanged 1304 SP:Iteration 2F (6471.593325 sec): 3 clusters Score: Raw -2284213.092164 + Penalty 1929.742478 = -2282283.349686 nChanged 1380 SP:Iteration 3F (6471.670673 sec): 3 clusters Score: Raw -2284966.572549 + Penalty 1929.742478 = -2283036.830071 nChanged 1443 SP:Iteration 4F (6471.750141 sec): 3 clusters Score: Raw -2285915.226607 + Penalty 1929.742478 = -2283985.484129 nChanged 1478 SP:Iteration 5F (6471.828061 sec): 3 clusters Score: Raw -2287020.723085 + Penalty 1929.742478 = -2285090.980606 nChanged 1466 SP:Iteration 6F (6471.902123 sec): 3 clusters Score: Raw -2287914.769719 + Penalty 1929.742478 = -2285985.027241 nChanged 1139 SP:Iteration 7Q (6471.970755 sec): 3 clusters Score: Raw -2288396.130815 + Penalty 1929.742478 = -2286466.388336 nChanged 716 SP:Iteration 8Q (6472.055503 sec): 3 clusters Score: Raw -2288588.961705 + Penalty 1929.742478 = -2286659.219226 nChanged 471 SP:Iteration 9Q (6472.131386 sec): 3 clusters Score: Raw -2288709.332962 + Penalty 1929.742478 = -2286779.590483 nChanged 367 SP:Iteration 10Q (6472.208712 sec): 3 clusters Score: Raw -2288813.091346 + Penalty 1929.742478 = -2286883.348868 nChanged 400 SP:Iteration 11Q (6472.291838 sec): 3 clusters Score: Raw -2288928.731936 + Penalty 1929.742478 = -2286998.989458 nChanged 363 SP:Iteration 12Q (6472.371162 sec): 3 clusters Score: Raw -2289022.403864 + Penalty 1929.742478 = -2287092.661386 nChanged 322 SP:Iteration 13Q (6472.451915 sec): 3 clusters Score: Raw -2289107.538794 + Penalty 1929.742478 = -2287177.796315 nChanged 356 SP:Iteration 14Q (6472.522672 sec): 3 clusters Score: Raw -2289212.740139 + Penalty 1929.742478 = -2287282.997661 nChanged 387 SP:Iteration 15Q (6472.601847 sec): 3 clusters Score: Raw -2289341.159307 + Penalty 1929.742478 = -2287411.416829 nChanged 394 SP:Iteration 16Q (6472.683401 sec): 3 clusters Score: Raw -2289497.918714 + Penalty 1929.742478 = -2287568.176236 nChanged 444 SP:Iteration 17Q (6472.764069 sec): 3 clusters Score: Raw -2289659.800716 + Penalty 1929.742478 = -2287730.058237 nChanged 464 SP:Iteration 18Q (6472.830170 sec): 3 clusters Score: Raw -2289824.907130 + Penalty 1929.742478 = -2287895.164651 nChanged 495 SP:Iteration 19Q (6472.907185 sec): 3 clusters Score: Raw -2290016.442320 + Penalty 1929.742478 = -2288086.699842 nChanged 476 SP:Iteration 20F (6472.989999 sec): 3 clusters Score: Raw -2290199.841523 + Penalty 1929.742478 = -2288270.099044 nChanged 526 SP:Iteration 21Q (6473.066495 sec): 3 clusters Score: Raw -2290418.976947 + Penalty 1929.742478 = -2288489.234468 nChanged 545 SP:Iteration 22Q (6473.142959 sec): 3 clusters Score: Raw -2290694.094905 + Penalty 1929.742478 = -2288764.352426 nChanged 609 SP:Iteration 23Q (6473.222902 sec): 3 clusters Score: Raw -2291010.247325 + Penalty 1929.742478 = -2289080.504846 nChanged 609 SP:Iteration 24Q (6473.289052 sec): 3 clusters Score: Raw -2291320.818120 + Penalty 1929.742478 = -2289391.075642 nChanged 545 SP:Iteration 25Q (6473.369197 sec): 3 clusters Score: Raw -2291591.497203 + Penalty 1929.742478 = -2289661.754725 nChanged 480 SP:Iteration 26Q (6473.450281 sec): 3 clusters Score: Raw -2291822.336162 + Penalty 1929.742478 = -2289892.593684 nChanged 455 SP:Iteration 27Q (6473.530415 sec): 3 clusters Score: Raw -2292030.165858 + Penalty 1929.742478 = -2290100.423380 nChanged 400 SP:Iteration 28Q (6473.596492 sec): 3 clusters Score: Raw -2292185.382103 + Penalty 1929.742478 = -2290255.639625 nChanged 308 SP:Iteration 29Q (6473.680951 sec): 3 clusters Score: Raw -2292293.506380 + Penalty 1929.742478 = -2290363.763901 nChanged 269 SP:Iteration 30Q (6473.744394 sec): 3 clusters Score: Raw -2292377.759874 + Penalty 1929.742478 = -2290448.017396 nChanged 240 SP:Iteration 31Q (6473.824838 sec): 3 clusters Score: Raw -2292441.030218 + Penalty 1929.742478 = -2290511.287740 nChanged 201 SP:Iteration 32Q (6473.913633 sec): 3 clusters Score: Raw -2292486.069420 + Penalty 1929.742478 = -2290556.326942 nChanged 161 SP:Iteration 33Q (6473.994876 sec): 3 clusters Score: Raw -2292515.805803 + Penalty 1929.742478 = -2290586.063325 nChanged 144 SP:Iteration 34Q (6474.074366 sec): 3 clusters Score: Raw -2292541.346182 + Penalty 1929.742478 = -2290611.603704 nChanged 142 SP:Iteration 35Q (6474.149041 sec): 3 clusters Score: Raw -2292565.740427 + Penalty 1929.742478 = -2290635.997948 nChanged 123 SP:Iteration 36Q (6474.227600 sec): 3 clusters Score: Raw -2292583.087674 + Penalty 1929.742478 = -2290653.345195 nChanged 105 SP:Iteration 37Q (6474.294915 sec): 3 clusters Score: Raw -2292597.574410 + Penalty 1929.742478 = -2290667.831932 nChanged 86 SP:Iteration 38Q (6474.370597 sec): 3 clusters Score: Raw -2292608.239325 + Penalty 1929.742478 = -2290678.496846 nChanged 93 SP:Iteration 39Q (6474.451951 sec): 3 clusters Score: Raw -2292621.561870 + Penalty 1929.742478 = -2290691.819391 nChanged 89 SP:Iteration 40F (6474.531102 sec): 3 clusters Score: Raw -2292640.393938 + Penalty 1929.742478 = -2290710.651459 nChanged 95 SP:Iteration 41Q (6474.605428 sec): 3 clusters Score: Raw -2292652.734060 + Penalty 1929.742478 = -2290722.991581 nChanged 92 SP:Iteration 42Q (6474.678023 sec): 3 clusters Score: Raw -2292663.554744 + Penalty 1929.742478 = -2290733.812266 nChanged 101 SP:Iteration 43Q (6474.750223 sec): 3 clusters Score: Raw -2292676.266475 + Penalty 1929.742478 = -2290746.523996 nChanged 107 SP:Iteration 44Q (6474.819490 sec): 3 clusters Score: Raw -2292691.160419 + Penalty 1929.742478 = -2290761.417941 nChanged 101 SP:Iteration 45Q (6474.885256 sec): 3 clusters Score: Raw -2292704.613390 + Penalty 1929.742478 = -2290774.870912 nChanged 96 SP:Iteration 46Q (6474.959710 sec): 3 clusters Score: Raw -2292716.843851 + Penalty 1929.742478 = -2290787.101373 nChanged 93 SP:Iteration 47Q (6475.040176 sec): 3 clusters Score: Raw -2292727.567159 + Penalty 1929.742478 = -2290797.824681 nChanged 80 SP:Iteration 48Q (6475.115631 sec): 3 clusters Score: Raw -2292736.575515 + Penalty 1929.742478 = -2290806.833037 nChanged 76 SP:Iteration 49Q (6475.194857 sec): 3 clusters Score: Raw -2292744.245479 + Penalty 1929.742478 = -2290814.503001 nChanged 69 SP:Iteration 50Q (6475.274112 sec): 3 clusters Score: Raw -2292750.687687 + Penalty 1929.742478 = -2290820.945209 nChanged 57 SP:Iteration 51Q (6475.350842 sec): 3 clusters Score: Raw -2292755.915867 + Penalty 1929.742478 = -2290826.173389 nChanged 57 SP:Iteration 52Q (6475.428123 sec): 3 clusters Score: Raw -2292761.788906 + Penalty 1929.742478 = -2290832.046428 nChanged 71 SP:Iteration 53Q (6475.504309 sec): 3 clusters Score: Raw -2292768.688497 + Penalty 1929.742478 = -2290838.946019 nChanged 69 SP:Iteration 54Q (6475.574642 sec): 3 clusters Score: Raw -2292775.688500 + Penalty 1929.742478 = -2290845.946022 nChanged 61 SP:Iteration 55Q (6475.639341 sec): 3 clusters Score: Raw -2292781.368400 + Penalty 1929.742478 = -2290851.625922 nChanged 56 SP:Iteration 56Q (6475.716478 sec): 3 clusters Score: Raw -2292786.960443 + Penalty 1929.742478 = -2290857.217965 nChanged 66 SP:Iteration 57Q (6475.797975 sec): 3 clusters Score: Raw -2292793.278698 + Penalty 1929.742478 = -2290863.536220 nChanged 57 SP:Iteration 58Q (6475.867455 sec): 3 clusters Score: Raw -2292798.211745 + Penalty 1929.742478 = -2290868.469266 nChanged 55 SP:Iteration 59Q (6475.950660 sec): 3 clusters Score: Raw -2292802.982417 + Penalty 1929.742478 = -2290873.239939 nChanged 56 SP:Iteration 60F (6476.016559 sec): 3 clusters Score: Raw -2292807.267786 + Penalty 1929.742478 = -2290877.525307 nChanged 49 SP:Iteration 61Q (6476.097478 sec): 3 clusters Score: Raw -2292811.093157 + Penalty 1929.742478 = -2290881.350679 nChanged 44 SP:Iteration 62Q (6476.161648 sec): 3 clusters Score: Raw -2292814.571140 + Penalty 1929.742478 = -2290884.828662 nChanged 41 SP:Iteration 63Q (6476.240477 sec): 3 clusters Score: Raw -2292818.025092 + Penalty 1929.742478 = -2290888.282614 nChanged 44 SP:Iteration 64Q (6476.320633 sec): 3 clusters Score: Raw -2292822.016707 + Penalty 1929.742478 = -2290892.274229 nChanged 43 SP:Iteration 65Q (6476.386305 sec): 3 clusters Score: Raw -2292825.790916 + Penalty 1929.742478 = -2290896.048438 nChanged 38 SP:Iteration 66Q (6476.461072 sec): 3 clusters Score: Raw -2292828.818460 + Penalty 1929.742478 = -2290899.075982 nChanged 30 SP:Iteration 67Q (6476.535884 sec): 3 clusters Score: Raw -2292830.643560 + Penalty 1929.742478 = -2290900.901081 nChanged 22 SP:Iteration 68Q (6476.611510 sec): 3 clusters Score: Raw -2292831.904511 + Penalty 1929.742478 = -2290902.162033 nChanged 26 SP:Iteration 69Q (6476.678635 sec): 3 clusters Score: Raw -2292833.389386 + Penalty 1929.742478 = -2290903.646908 nChanged 32 SP:Iteration 70Q (6476.753914 sec): 3 clusters Score: Raw -2292835.723103 + Penalty 1929.742478 = -2290905.980624 nChanged 33 SP:Iteration 71Q (6476.829641 sec): 3 clusters Score: Raw -2292838.015936 + Penalty 1929.742478 = -2290908.273458 nChanged 27 SP:Iteration 72Q (6476.898081 sec): 3 clusters Score: Raw -2292839.487429 + Penalty 1929.742478 = -2290909.744951 nChanged 21 SP:Iteration 73Q (6476.980205 sec): 3 clusters Score: Raw -2292840.675303 + Penalty 1929.742478 = -2290910.932824 nChanged 19 SP:Iteration 74Q (6477.047662 sec): 3 clusters Score: Raw -2292841.389376 + Penalty 1929.742478 = -2290911.646897 nChanged 13 SP:Iteration 75Q (6477.122602 sec): 3 clusters Score: Raw -2292841.980923 + Penalty 1929.742478 = -2290912.238444 nChanged 18 SP:Iteration 76Q (6477.195819 sec): 3 clusters Score: Raw -2292842.536552 + Penalty 1929.742478 = -2290912.794074 nChanged 16 SP:Iteration 77Q (6477.263897 sec): 3 clusters Score: Raw -2292843.323923 + Penalty 1929.742478 = -2290913.581445 nChanged 13 SP:Iteration 78Q (6477.334542 sec): 3 clusters Score: Raw -2292843.990677 + Penalty 1929.742478 = -2290914.248199 nChanged 16 SP:Iteration 79Q (6477.408630 sec): 3 clusters Score: Raw -2292844.714508 + Penalty 1929.742478 = -2290914.972029 nChanged 14 SP:Iteration 80F (6477.476330 sec): 3 clusters Score: Raw -2292845.218748 + Penalty 1929.742478 = -2290915.476270 nChanged 11 SP:Iteration 81Q (6477.551026 sec): 3 clusters Score: Raw -2292845.714788 + Penalty 1929.742478 = -2290915.972310 nChanged 10 SP:Iteration 82Q (6477.618275 sec): 3 clusters Score: Raw -2292846.232623 + Penalty 1929.742478 = -2290916.490145 nChanged 6 SP:Iteration 83Q (6477.689551 sec): 3 clusters Score: Raw -2292846.442292 + Penalty 1929.742478 = -2290916.699813 nChanged 7 SP:Iteration 84Q (6477.767148 sec): 3 clusters Score: Raw -2292846.797795 + Penalty 1929.742478 = -2290917.055317 nChanged 10 SP:Iteration 85Q (6477.834883 sec): 3 clusters Score: Raw -2292847.150225 + Penalty 1929.742478 = -2290917.407747 nChanged 5 SP:Iteration 86Q (6477.911269 sec): 3 clusters Score: Raw -2292847.380382 + Penalty 1929.742478 = -2290917.637904 nChanged 7 SP:Iteration 87Q (6477.988781 sec): 3 clusters Score: Raw -2292847.674098 + Penalty 1929.742478 = -2290917.931619 nChanged 8 SP:Iteration 88Q (6478.064255 sec): 3 clusters Score: Raw -2292848.082892 + Penalty 1929.742478 = -2290918.340414 nChanged 6 SP:Iteration 89Q (6478.129701 sec): 3 clusters Score: Raw -2292848.477130 + Penalty 1929.742478 = -2290918.734652 nChanged 9 SP:Iteration 90Q (6478.214101 sec): 3 clusters Score: Raw -2292849.010538 + Penalty 1929.742478 = -2290919.268060 nChanged 12 SP:Iteration 91Q (6478.290475 sec): 3 clusters Score: Raw -2292849.783349 + Penalty 1929.742478 = -2290920.040870 nChanged 12 SP:Iteration 92Q (6478.368659 sec): 3 clusters Score: Raw -2292850.441378 + Penalty 1929.742478 = -2290920.698900 nChanged 16 SP:Iteration 93Q (6478.436220 sec): 3 clusters Score: Raw -2292851.083168 + Penalty 1929.742478 = -2290921.340689 nChanged 13 SP:Iteration 94Q (6478.515809 sec): 3 clusters Score: Raw -2292851.659771 + Penalty 1929.742478 = -2290921.917293 nChanged 8 SP:Iteration 95Q (6478.594692 sec): 3 clusters Score: Raw -2292851.993786 + Penalty 1929.742478 = -2290922.251308 nChanged 5 SP:Iteration 96Q (6478.667585 sec): 3 clusters Score: Raw -2292852.252592 + Penalty 1929.742478 = -2290922.510114 nChanged 7 SP:Iteration 97Q (6478.740859 sec): 3 clusters Score: Raw -2292852.602979 + Penalty 1929.742478 = -2290922.860501 nChanged 8 SP:Iteration 98Q (6478.819118 sec): 3 clusters Score: Raw -2292852.913128 + Penalty 1929.742478 = -2290923.170650 nChanged 8 SP:Iteration 99Q (6478.896294 sec): 3 clusters Score: Raw -2292853.233537 + Penalty 1929.742478 = -2290923.491059 nChanged 6 SP:Iteration 100F (6478.974321 sec): 3 clusters Score: Raw -2292853.501999 + Penalty 1929.742478 = -2290923.759521 nChanged 8 SP:Iteration 101Q (6479.049849 sec): 3 clusters Score: Raw -2292853.925412 + Penalty 1929.742478 = -2290924.182933 nChanged 8 SP:Iteration 102Q (6479.125235 sec): 3 clusters Score: Raw -2292854.222867 + Penalty 1929.742478 = -2290924.480388 nChanged 2 SP:Iteration 103Q (6479.185614 sec): 3 clusters Score: Raw -2292854.257744 + Penalty 1929.742478 = -2290924.515266 nChanged 2 SP:Iteration 104Q (6479.265951 sec): 3 clusters Score: Raw -2292854.294296 + Penalty 1929.742478 = -2290924.551818 nChanged 3 SP:Iteration 105Q (6479.342877 sec): 3 clusters Score: Raw -2292854.336423 + Penalty 1929.742478 = -2290924.593944 nChanged 1 SP:Iteration 106Q (6479.418312 sec): 3 clusters Score: Raw -2292854.351920 + Penalty 1929.742478 = -2290924.609441 nChanged 2 SP:Iteration 107Q (6479.487015 sec): 3 clusters Score: Raw -2292854.411259 + Penalty 1929.742478 = -2290924.668781 nChanged 1 SP:Iteration 108Q (6479.564224 sec): 3 clusters Score: Raw -2292854.449359 + Penalty 1929.742478 = -2290924.706881 nChanged 0 SP:Iteration 109F (6479.625255 sec): 3 clusters Score: Raw -2292854.449359 + Penalty 1929.742478 = -2290924.706881 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6479.690094 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6479.773626 sec): 3 clusters Score: Raw -2659570.911979 + Penalty 1947.550096 = -2657623.361883 nChanged 13246 SP:Iteration 1F (6479.839953 sec): 3 clusters Score: Raw -2667289.078133 + Penalty 1947.550096 = -2665341.528037 nChanged 1454 SP:Iteration 2F (6479.921729 sec): 3 clusters Score: Raw -2667902.918813 + Penalty 1947.550096 = -2665955.368717 nChanged 1568 SP:Iteration 3F (6480.012922 sec): 3 clusters Score: Raw -2668780.343497 + Penalty 1947.550096 = -2666832.793401 nChanged 1822 SP:Iteration 4F (6480.097077 sec): 3 clusters Score: Raw -2669988.882991 + Penalty 1947.550096 = -2668041.332894 nChanged 1902 SP:Iteration 5F (6480.180777 sec): 3 clusters Score: Raw -2671420.514576 + Penalty 1947.550096 = -2669472.964480 nChanged 1821 SP:Iteration 6F (6480.265115 sec): 3 clusters Score: Raw -2672951.499669 + Penalty 1947.550096 = -2671003.949573 nChanged 1586 SP:Iteration 7F (6480.343478 sec): 3 clusters Score: Raw -2674314.030200 + Penalty 1947.550096 = -2672366.480104 nChanged 1200 SP:Iteration 8Q (6480.423347 sec): 3 clusters Score: Raw -2675365.687147 + Penalty 1947.550096 = -2673418.137051 nChanged 802 SP:Iteration 9Q (6480.499415 sec): 3 clusters Score: Raw -2675993.960533 + Penalty 1947.550096 = -2674046.410437 nChanged 552 SP:Iteration 10Q (6480.573754 sec): 3 clusters Score: Raw -2676420.990060 + Penalty 1947.550096 = -2674473.439964 nChanged 381 SP:Iteration 11Q (6480.661628 sec): 3 clusters Score: Raw -2676688.989211 + Penalty 1947.550096 = -2674741.439115 nChanged 301 SP:Iteration 12Q (6480.741018 sec): 3 clusters Score: Raw -2676892.945055 + Penalty 1947.550096 = -2674945.394959 nChanged 229 SP:Iteration 13Q (6480.819836 sec): 3 clusters Score: Raw -2677043.423105 + Penalty 1947.550096 = -2675095.873009 nChanged 194 SP:Iteration 14Q (6480.894616 sec): 3 clusters Score: Raw -2677171.979689 + Penalty 1947.550096 = -2675224.429592 nChanged 143 SP:Iteration 15Q (6480.970795 sec): 3 clusters Score: Raw -2677262.347192 + Penalty 1947.550096 = -2675314.797095 nChanged 122 SP:Iteration 16Q (6481.051057 sec): 3 clusters Score: Raw -2677331.419154 + Penalty 1947.550096 = -2675383.869058 nChanged 85 SP:Iteration 17Q (6481.091670 sec): 3 clusters Score: Raw -2677377.477581 + Penalty 1947.550096 = -2675429.927485 nChanged 76 SP:Iteration 18Q (6481.138284 sec): 3 clusters Score: Raw -2677416.285049 + Penalty 1947.550096 = -2675468.734953 nChanged 56 SP:Iteration 19Q (6481.178119 sec): 3 clusters Score: Raw -2677446.609976 + Penalty 1947.550096 = -2675499.059879 nChanged 53 SP:Iteration 20F (6481.225641 sec): 3 clusters Score: Raw -2677478.232678 + Penalty 1947.550096 = -2675530.682582 nChanged 40 SP:Iteration 21Q (6481.282699 sec): 3 clusters Score: Raw -2677504.134843 + Penalty 1947.550096 = -2675556.584747 nChanged 33 SP:Iteration 22Q (6481.320982 sec): 3 clusters Score: Raw -2677524.563933 + Penalty 1947.550096 = -2675577.013837 nChanged 28 SP:Iteration 23Q (6481.361967 sec): 3 clusters Score: Raw -2677538.491296 + Penalty 1947.550096 = -2675590.941200 nChanged 31 SP:Iteration 24Q (6481.445856 sec): 3 clusters Score: Raw -2677553.391209 + Penalty 1947.550096 = -2675605.841113 nChanged 21 SP:Iteration 25Q (6481.520559 sec): 3 clusters Score: Raw -2677565.587798 + Penalty 1947.550096 = -2675618.037702 nChanged 15 SP:Iteration 26Q (6481.597871 sec): 3 clusters Score: Raw -2677571.666214 + Penalty 1947.550096 = -2675624.116117 nChanged 12 SP:Iteration 27Q (6481.669797 sec): 3 clusters Score: Raw -2677577.497064 + Penalty 1947.550096 = -2675629.946967 nChanged 9 SP:Iteration 28Q (6481.730803 sec): 3 clusters Score: Raw -2677581.054924 + Penalty 1947.550096 = -2675633.504828 nChanged 6 SP:Iteration 29Q (6481.804341 sec): 3 clusters Score: Raw -2677583.299874 + Penalty 1947.550096 = -2675635.749778 nChanged 6 SP:Iteration 30Q (6481.885950 sec): 3 clusters Score: Raw -2677585.269373 + Penalty 1947.550096 = -2675637.719277 nChanged 3 SP:Iteration 31Q (6481.962950 sec): 3 clusters Score: Raw -2677585.988866 + Penalty 1947.550096 = -2675638.438770 nChanged 2 SP:Iteration 32Q (6482.040284 sec): 3 clusters Score: Raw -2677586.329666 + Penalty 1947.550096 = -2675638.779569 nChanged 2 SP:Iteration 33Q (6482.117667 sec): 3 clusters Score: Raw -2677587.427830 + Penalty 1947.550096 = -2675639.877734 nChanged 2 SP:Iteration 34Q (6482.193366 sec): 3 clusters Score: Raw -2677588.449533 + Penalty 1947.550096 = -2675640.899436 nChanged 3 SP:Iteration 35Q (6482.271630 sec): 3 clusters Score: Raw -2677589.461952 + Penalty 1947.550096 = -2675641.911856 nChanged 5 SP:Iteration 36Q (6482.349690 sec): 3 clusters Score: Raw -2677590.970609 + Penalty 1947.550096 = -2675643.420513 nChanged 1 SP:Iteration 37Q (6482.427738 sec): 3 clusters Score: Raw -2677591.664991 + Penalty 1947.550096 = -2675644.114895 nChanged 1 SP:Iteration 38Q (6482.506392 sec): 3 clusters Score: Raw -2677591.923641 + Penalty 1947.550096 = -2675644.373545 nChanged 1 SP:Iteration 39Q (6482.583361 sec): 3 clusters Score: Raw -2677591.973468 + Penalty 1947.550096 = -2675644.423372 nChanged 0 SP:Iteration 40F (6482.660530 sec): 3 clusters Score: Raw -2677591.973468 + Penalty 1947.550096 = -2675644.423372 nChanged 0 Trying to split cluster 14 (6145 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6482.692288 sec): 2 clusters Score: Raw -549680.191200 + Penalty 828.722432 = -548851.468767 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6482.741895 sec): 3 clusters Score: Raw -546152.410055 + Penalty 1657.444864 = -544494.965191 nChanged 2661 SP:Iteration 1F (6482.792751 sec): 3 clusters Score: Raw -547692.202086 + Penalty 1657.444864 = -546034.757222 nChanged 417 SP:Iteration 2F (6482.838482 sec): 3 clusters Score: Raw -547913.948909 + Penalty 1657.444864 = -546256.504044 nChanged 378 SP:Iteration 3F (6482.891957 sec): 3 clusters Score: Raw -548151.697930 + Penalty 1657.444864 = -546494.253066 nChanged 385 SP:Iteration 4F (6482.948855 sec): 3 clusters Score: Raw -548405.048366 + Penalty 1657.444864 = -546747.603502 nChanged 375 SP:Iteration 5F (6482.989369 sec): 3 clusters Score: Raw -548665.482971 + Penalty 1657.444864 = -547008.038106 nChanged 395 SP:Iteration 6F (6483.038364 sec): 3 clusters Score: Raw -548940.730955 + Penalty 1657.444864 = -547283.286091 nChanged 343 SP:Iteration 7F (6483.092369 sec): 3 clusters Score: Raw -549197.690441 + Penalty 1657.444864 = -547540.245577 nChanged 287 SP:Iteration 8Q (6483.147581 sec): 3 clusters Score: Raw -549384.414966 + Penalty 1657.444864 = -547726.970102 nChanged 204 SP:Iteration 9Q (6483.201434 sec): 3 clusters Score: Raw -549510.838098 + Penalty 1657.444864 = -547853.393234 nChanged 169 SP:Iteration 10Q (6483.255830 sec): 3 clusters Score: Raw -549594.054656 + Penalty 1657.444864 = -547936.609792 nChanged 119 SP:Iteration 11Q (6483.286606 sec): 3 clusters Score: Raw -549646.066603 + Penalty 1657.444864 = -547988.621739 nChanged 101 SP:Iteration 12Q (6483.339991 sec): 3 clusters Score: Raw -549698.279076 + Penalty 1657.444864 = -548040.834212 nChanged 93 SP:Iteration 13Q (6483.395432 sec): 3 clusters Score: Raw -549746.975725 + Penalty 1657.444864 = -548089.530860 nChanged 78 SP:Iteration 14Q (6483.448710 sec): 3 clusters Score: Raw -549788.405104 + Penalty 1657.444864 = -548130.960240 nChanged 75 SP:Iteration 15Q (6483.503007 sec): 3 clusters Score: Raw -549822.923026 + Penalty 1657.444864 = -548165.478162 nChanged 65 SP:Iteration 16Q (6483.569279 sec): 3 clusters Score: Raw -549856.590378 + Penalty 1657.444864 = -548199.145513 nChanged 61 SP:Iteration 17Q (6483.603761 sec): 3 clusters Score: Raw -549885.182685 + Penalty 1657.444864 = -548227.737821 nChanged 57 SP:Iteration 18Q (6483.659002 sec): 3 clusters Score: Raw -549908.052233 + Penalty 1657.444864 = -548250.607369 nChanged 46 SP:Iteration 19Q (6483.721792 sec): 3 clusters Score: Raw -549929.593431 + Penalty 1657.444864 = -548272.148567 nChanged 44 SP:Iteration 20F (6483.763955 sec): 3 clusters Score: Raw -549950.916065 + Penalty 1657.444864 = -548293.471201 nChanged 39 SP:Iteration 21Q (6483.818029 sec): 3 clusters Score: Raw -549968.250651 + Penalty 1657.444864 = -548310.805787 nChanged 34 SP:Iteration 22Q (6483.884755 sec): 3 clusters Score: Raw -549983.522181 + Penalty 1657.444864 = -548326.077317 nChanged 44 SP:Iteration 23Q (6483.931183 sec): 3 clusters Score: Raw -550000.881915 + Penalty 1657.444864 = -548343.437051 nChanged 29 SP:Iteration 24Q (6483.983703 sec): 3 clusters Score: Raw -550010.068900 + Penalty 1657.444864 = -548352.624036 nChanged 31 SP:Iteration 25Q (6484.031982 sec): 3 clusters Score: Raw -550018.412942 + Penalty 1657.444864 = -548360.968078 nChanged 20 SP:Iteration 26Q (6484.085180 sec): 3 clusters Score: Raw -550023.905470 + Penalty 1657.444864 = -548366.460606 nChanged 19 SP:Iteration 27Q (6484.139302 sec): 3 clusters Score: Raw -550029.571055 + Penalty 1657.444864 = -548372.126191 nChanged 24 SP:Iteration 28Q (6484.182820 sec): 3 clusters Score: Raw -550037.626931 + Penalty 1657.444864 = -548380.182067 nChanged 13 SP:Iteration 29Q (6484.241333 sec): 3 clusters Score: Raw -550040.891639 + Penalty 1657.444864 = -548383.446775 nChanged 15 SP:Iteration 30Q (6484.297950 sec): 3 clusters Score: Raw -550044.677508 + Penalty 1657.444864 = -548387.232643 nChanged 11 SP:Iteration 31Q (6484.351932 sec): 3 clusters Score: Raw -550047.579689 + Penalty 1657.444864 = -548390.134825 nChanged 14 SP:Iteration 32Q (6484.393775 sec): 3 clusters Score: Raw -550051.950414 + Penalty 1657.444864 = -548394.505550 nChanged 15 SP:Iteration 33Q (6484.448718 sec): 3 clusters Score: Raw -550055.752936 + Penalty 1657.444864 = -548398.308072 nChanged 10 SP:Iteration 34Q (6484.502536 sec): 3 clusters Score: Raw -550057.688843 + Penalty 1657.444864 = -548400.243979 nChanged 5 SP:Iteration 35Q (6484.556494 sec): 3 clusters Score: Raw -550058.577212 + Penalty 1657.444864 = -548401.132347 nChanged 6 SP:Iteration 36Q (6484.610248 sec): 3 clusters Score: Raw -550059.941418 + Penalty 1657.444864 = -548402.496554 nChanged 4 SP:Iteration 37Q (6484.658147 sec): 3 clusters Score: Raw -550061.710826 + Penalty 1657.444864 = -548404.265962 nChanged 9 SP:Iteration 38Q (6484.707093 sec): 3 clusters Score: Raw -550063.868555 + Penalty 1657.444864 = -548406.423691 nChanged 8 SP:Iteration 39Q (6484.753874 sec): 3 clusters Score: Raw -550065.721391 + Penalty 1657.444864 = -548408.276527 nChanged 10 SP:Iteration 40F (6484.806152 sec): 3 clusters Score: Raw -550068.244915 + Penalty 1657.444864 = -548410.800051 nChanged 5 SP:Iteration 41Q (6484.859569 sec): 3 clusters Score: Raw -550069.830734 + Penalty 1657.444864 = -548412.385870 nChanged 6 SP:Iteration 42Q (6484.914457 sec): 3 clusters Score: Raw -550071.290115 + Penalty 1657.444864 = -548413.845251 nChanged 4 SP:Iteration 43Q (6484.968830 sec): 3 clusters Score: Raw -550072.331598 + Penalty 1657.444864 = -548414.886734 nChanged 3 SP:Iteration 44Q (6485.021684 sec): 3 clusters Score: Raw -550072.941933 + Penalty 1657.444864 = -548415.497069 nChanged 2 SP:Iteration 45Q (6485.070555 sec): 3 clusters Score: Raw -550073.395853 + Penalty 1657.444864 = -548415.950989 nChanged 1 SP:Iteration 46Q (6485.123638 sec): 3 clusters Score: Raw -550073.524155 + Penalty 1657.444864 = -548416.079291 nChanged 1 SP:Iteration 47Q (6485.177031 sec): 3 clusters Score: Raw -550074.056578 + Penalty 1657.444864 = -548416.611714 nChanged 2 SP:Iteration 48Q (6485.231928 sec): 3 clusters Score: Raw -550074.442099 + Penalty 1657.444864 = -548416.997235 nChanged 4 SP:Iteration 49Q (6485.285470 sec): 3 clusters Score: Raw -550075.350071 + Penalty 1657.444864 = -548417.905206 nChanged 4 SP:Iteration 50Q (6485.330265 sec): 3 clusters Score: Raw -550076.557641 + Penalty 1657.444864 = -548419.112777 nChanged 2 SP:Iteration 51Q (6485.376602 sec): 3 clusters Score: Raw -550077.520940 + Penalty 1657.444864 = -548420.076076 nChanged 2 SP:Iteration 52Q (6485.430183 sec): 3 clusters Score: Raw -550077.694082 + Penalty 1657.444864 = -548420.249218 nChanged 0 SP:Iteration 53F (6485.478743 sec): 3 clusters Score: Raw -550077.694082 + Penalty 1657.444864 = -548420.249218 nChanged 0 Trying to split cluster 15 (2646 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6485.506133 sec): 2 clusters Score: Raw -242281.538450 + Penalty 748.676413 = -241532.862037 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6485.550795 sec): 3 clusters Score: Raw -240940.552846 + Penalty 1497.352825 = -239443.200020 nChanged 1060 SP:Iteration 1F (6485.600251 sec): 3 clusters Score: Raw -241557.038537 + Penalty 1497.352825 = -240059.685712 nChanged 175 SP:Iteration 2F (6485.661574 sec): 3 clusters Score: Raw -241654.372758 + Penalty 1497.352825 = -240157.019933 nChanged 133 SP:Iteration 3F (6485.696012 sec): 3 clusters Score: Raw -241722.284829 + Penalty 1497.352825 = -240224.932003 nChanged 101 SP:Iteration 4Q (6485.743210 sec): 3 clusters Score: Raw -241774.137059 + Penalty 1497.352825 = -240276.784234 nChanged 86 SP:Iteration 5Q (6485.787290 sec): 3 clusters Score: Raw -241830.361180 + Penalty 1497.352825 = -240333.008355 nChanged 99 SP:Iteration 6Q (6485.832584 sec): 3 clusters Score: Raw -241888.663656 + Penalty 1497.352825 = -240391.310831 nChanged 96 SP:Iteration 7Q (6485.884228 sec): 3 clusters Score: Raw -241949.673817 + Penalty 1497.352825 = -240452.320992 nChanged 111 SP:Iteration 8Q (6485.928055 sec): 3 clusters Score: Raw -242022.628273 + Penalty 1497.352825 = -240525.275448 nChanged 105 SP:Iteration 9Q (6485.975021 sec): 3 clusters Score: Raw -242079.149743 + Penalty 1497.352825 = -240581.796918 nChanged 74 SP:Iteration 10Q (6486.025338 sec): 3 clusters Score: Raw -242112.200308 + Penalty 1497.352825 = -240614.847483 nChanged 74 SP:Iteration 11Q (6486.070491 sec): 3 clusters Score: Raw -242141.947832 + Penalty 1497.352825 = -240644.595006 nChanged 54 SP:Iteration 12Q (6486.114540 sec): 3 clusters Score: Raw -242169.481909 + Penalty 1497.352825 = -240672.129084 nChanged 50 SP:Iteration 13Q (6486.164813 sec): 3 clusters Score: Raw -242188.466299 + Penalty 1497.352825 = -240691.113473 nChanged 46 SP:Iteration 14Q (6486.215144 sec): 3 clusters Score: Raw -242209.815822 + Penalty 1497.352825 = -240712.462996 nChanged 53 SP:Iteration 15Q (6486.265991 sec): 3 clusters Score: Raw -242236.380251 + Penalty 1497.352825 = -240739.027426 nChanged 51 SP:Iteration 16Q (6486.316339 sec): 3 clusters Score: Raw -242262.977272 + Penalty 1497.352825 = -240765.624446 nChanged 53 SP:Iteration 17Q (6486.365192 sec): 3 clusters Score: Raw -242288.277577 + Penalty 1497.352825 = -240790.924752 nChanged 49 SP:Iteration 18Q (6486.415707 sec): 3 clusters Score: Raw -242308.969330 + Penalty 1497.352825 = -240811.616505 nChanged 29 SP:Iteration 19Q (6486.459034 sec): 3 clusters Score: Raw -242321.514936 + Penalty 1497.352825 = -240824.162111 nChanged 30 SP:Iteration 20F (6486.502573 sec): 3 clusters Score: Raw -242333.276744 + Penalty 1497.352825 = -240835.923918 nChanged 25 SP:Iteration 21Q (6486.561161 sec): 3 clusters Score: Raw -242342.972027 + Penalty 1497.352825 = -240845.619202 nChanged 22 SP:Iteration 22Q (6486.593872 sec): 3 clusters Score: Raw -242349.646477 + Penalty 1497.352825 = -240852.293651 nChanged 16 SP:Iteration 23Q (6486.646830 sec): 3 clusters Score: Raw -242355.521509 + Penalty 1497.352825 = -240858.168684 nChanged 15 SP:Iteration 24Q (6486.691496 sec): 3 clusters Score: Raw -242360.113929 + Penalty 1497.352825 = -240862.761103 nChanged 15 SP:Iteration 25Q (6486.735830 sec): 3 clusters Score: Raw -242364.951214 + Penalty 1497.352825 = -240867.598389 nChanged 23 SP:Iteration 26Q (6486.778040 sec): 3 clusters Score: Raw -242372.621451 + Penalty 1497.352825 = -240875.268625 nChanged 23 SP:Iteration 27Q (6486.829283 sec): 3 clusters Score: Raw -242382.791914 + Penalty 1497.352825 = -240885.439088 nChanged 20 SP:Iteration 28Q (6486.877100 sec): 3 clusters Score: Raw -242392.205592 + Penalty 1497.352825 = -240894.852766 nChanged 20 SP:Iteration 29Q (6486.919201 sec): 3 clusters Score: Raw -242399.345371 + Penalty 1497.352825 = -240901.992546 nChanged 23 SP:Iteration 30Q (6486.964739 sec): 3 clusters Score: Raw -242406.948810 + Penalty 1497.352825 = -240909.595985 nChanged 12 SP:Iteration 31Q (6487.013069 sec): 3 clusters Score: Raw -242412.630500 + Penalty 1497.352825 = -240915.277675 nChanged 15 SP:Iteration 32Q (6487.068878 sec): 3 clusters Score: Raw -242416.881716 + Penalty 1497.352825 = -240919.528890 nChanged 13 SP:Iteration 33Q (6487.106961 sec): 3 clusters Score: Raw -242423.388218 + Penalty 1497.352825 = -240926.035392 nChanged 18 SP:Iteration 34Q (6487.164500 sec): 3 clusters Score: Raw -242432.164157 + Penalty 1497.352825 = -240934.811331 nChanged 18 SP:Iteration 35Q (6487.210780 sec): 3 clusters Score: Raw -242437.765780 + Penalty 1497.352825 = -240940.412954 nChanged 14 SP:Iteration 36Q (6487.261388 sec): 3 clusters Score: Raw -242442.022407 + Penalty 1497.352825 = -240944.669582 nChanged 9 SP:Iteration 37Q (6487.308038 sec): 3 clusters Score: Raw -242444.705090 + Penalty 1497.352825 = -240947.352264 nChanged 7 SP:Iteration 38Q (6487.355995 sec): 3 clusters Score: Raw -242448.276031 + Penalty 1497.352825 = -240950.923206 nChanged 7 SP:Iteration 39Q (6487.400158 sec): 3 clusters Score: Raw -242450.423361 + Penalty 1497.352825 = -240953.070536 nChanged 9 SP:Iteration 40F (6487.436611 sec): 3 clusters Score: Raw -242453.801109 + Penalty 1497.352825 = -240956.448284 nChanged 11 SP:Iteration 41Q (6487.484568 sec): 3 clusters Score: Raw -242457.993951 + Penalty 1497.352825 = -240960.641125 nChanged 9 SP:Iteration 42Q (6487.530622 sec): 3 clusters Score: Raw -242461.399733 + Penalty 1497.352825 = -240964.046907 nChanged 11 SP:Iteration 43Q (6487.582412 sec): 3 clusters Score: Raw -242464.317496 + Penalty 1497.352825 = -240966.964670 nChanged 7 SP:Iteration 44Q (6487.624715 sec): 3 clusters Score: Raw -242466.350390 + Penalty 1497.352825 = -240968.997564 nChanged 6 SP:Iteration 45Q (6487.667385 sec): 3 clusters Score: Raw -242467.885652 + Penalty 1497.352825 = -240970.532827 nChanged 3 SP:Iteration 46Q (6487.722242 sec): 3 clusters Score: Raw -242468.362606 + Penalty 1497.352825 = -240971.009781 nChanged 5 SP:Iteration 47Q (6487.771547 sec): 3 clusters Score: Raw -242469.872703 + Penalty 1497.352825 = -240972.519878 nChanged 7 SP:Iteration 48Q (6487.815365 sec): 3 clusters Score: Raw -242472.484535 + Penalty 1497.352825 = -240975.131710 nChanged 8 SP:Iteration 49Q (6487.862956 sec): 3 clusters Score: Raw -242475.265837 + Penalty 1497.352825 = -240977.913012 nChanged 6 SP:Iteration 50Q (6487.910533 sec): 3 clusters Score: Raw -242476.721691 + Penalty 1497.352825 = -240979.368866 nChanged 5 SP:Iteration 51Q (6487.954571 sec): 3 clusters Score: Raw -242478.213942 + Penalty 1497.352825 = -240980.861116 nChanged 5 SP:Iteration 52Q (6488.004502 sec): 3 clusters Score: Raw -242479.360507 + Penalty 1497.352825 = -240982.007682 nChanged 3 SP:Iteration 53Q (6488.054228 sec): 3 clusters Score: Raw -242480.198566 + Penalty 1497.352825 = -240982.845740 nChanged 4 SP:Iteration 54Q (6488.091920 sec): 3 clusters Score: Raw -242483.097984 + Penalty 1497.352825 = -240985.745158 nChanged 6 SP:Iteration 55Q (6488.139204 sec): 3 clusters Score: Raw -242486.849125 + Penalty 1497.352825 = -240989.496300 nChanged 7 SP:Iteration 56Q (6488.188377 sec): 3 clusters Score: Raw -242491.666276 + Penalty 1497.352825 = -240994.313451 nChanged 12 SP:Iteration 57Q (6488.237845 sec): 3 clusters Score: Raw -242498.317551 + Penalty 1497.352825 = -241000.964725 nChanged 14 SP:Iteration 58Q (6488.279750 sec): 3 clusters Score: Raw -242505.918791 + Penalty 1497.352825 = -241008.565965 nChanged 9 SP:Iteration 59Q (6488.327855 sec): 3 clusters Score: Raw -242508.897906 + Penalty 1497.352825 = -241011.545081 nChanged 4 SP:Iteration 60F (6488.375658 sec): 3 clusters Score: Raw -242510.283386 + Penalty 1497.352825 = -241012.930560 nChanged 3 SP:Iteration 61Q (6488.423069 sec): 3 clusters Score: Raw -242510.772408 + Penalty 1497.352825 = -241013.419583 nChanged 4 SP:Iteration 62Q (6488.480597 sec): 3 clusters Score: Raw -242511.562055 + Penalty 1497.352825 = -241014.209229 nChanged 3 SP:Iteration 63Q (6488.520444 sec): 3 clusters Score: Raw -242512.661130 + Penalty 1497.352825 = -241015.308305 nChanged 2 SP:Iteration 64Q (6488.567572 sec): 3 clusters Score: Raw -242512.950948 + Penalty 1497.352825 = -241015.598122 nChanged 3 SP:Iteration 65Q (6488.620635 sec): 3 clusters Score: Raw -242513.599956 + Penalty 1497.352825 = -241016.247130 nChanged 2 SP:Iteration 66Q (6488.662107 sec): 3 clusters Score: Raw -242514.485958 + Penalty 1497.352825 = -241017.133132 nChanged 6 SP:Iteration 67Q (6488.710296 sec): 3 clusters Score: Raw -242516.813118 + Penalty 1497.352825 = -241019.460292 nChanged 3 SP:Iteration 68Q (6488.759049 sec): 3 clusters Score: Raw -242518.006458 + Penalty 1497.352825 = -241020.653633 nChanged 2 SP:Iteration 69Q (6488.797400 sec): 3 clusters Score: Raw -242519.562248 + Penalty 1497.352825 = -241022.209422 nChanged 3 SP:Iteration 70Q (6488.842553 sec): 3 clusters Score: Raw -242520.139282 + Penalty 1497.352825 = -241022.786457 nChanged 3 SP:Iteration 71Q (6488.888268 sec): 3 clusters Score: Raw -242521.456655 + Penalty 1497.352825 = -241024.103830 nChanged 6 SP:Iteration 72Q (6488.935584 sec): 3 clusters Score: Raw -242523.346693 + Penalty 1497.352825 = -241025.993867 nChanged 7 SP:Iteration 73Q (6488.978468 sec): 3 clusters Score: Raw -242527.237664 + Penalty 1497.352825 = -241029.884839 nChanged 8 SP:Iteration 74Q (6489.037570 sec): 3 clusters Score: Raw -242529.713051 + Penalty 1497.352825 = -241032.360226 nChanged 9 SP:Iteration 75Q (6489.086461 sec): 3 clusters Score: Raw -242532.861425 + Penalty 1497.352825 = -241035.508600 nChanged 7 SP:Iteration 76Q (6489.136237 sec): 3 clusters Score: Raw -242534.938046 + Penalty 1497.352825 = -241037.585221 nChanged 8 SP:Iteration 77Q (6489.187687 sec): 3 clusters Score: Raw -242538.387282 + Penalty 1497.352825 = -241041.034456 nChanged 8 SP:Iteration 78Q (6489.230050 sec): 3 clusters Score: Raw -242541.466737 + Penalty 1497.352825 = -241044.113912 nChanged 7 SP:Iteration 79Q (6489.282389 sec): 3 clusters Score: Raw -242543.588073 + Penalty 1497.352825 = -241046.235247 nChanged 3 SP:Iteration 80F (6489.333163 sec): 3 clusters Score: Raw -242544.780866 + Penalty 1497.352825 = -241047.428040 nChanged 5 SP:Iteration 81Q (6489.384307 sec): 3 clusters Score: Raw -242546.032598 + Penalty 1497.352825 = -241048.679772 nChanged 2 SP:Iteration 82Q (6489.435125 sec): 3 clusters Score: Raw -242546.461596 + Penalty 1497.352825 = -241049.108771 nChanged 1 SP:Iteration 83Q (6489.482827 sec): 3 clusters Score: Raw -242546.739776 + Penalty 1497.352825 = -241049.386950 nChanged 3 SP:Iteration 84Q (6489.495250 sec): 3 clusters Score: Raw -242547.603833 + Penalty 1497.352825 = -241050.251008 nChanged 2 SP:Iteration 85Q (6489.504954 sec): 3 clusters Score: Raw -242547.917726 + Penalty 1497.352825 = -241050.564901 nChanged 2 SP:Iteration 86Q (6489.514633 sec): 3 clusters Score: Raw -242548.374016 + Penalty 1497.352825 = -241051.021190 nChanged 3 SP:Iteration 87Q (6489.524348 sec): 3 clusters Score: Raw -242548.885472 + Penalty 1497.352825 = -241051.532647 nChanged 7 SP:Iteration 88Q (6489.533935 sec): 3 clusters Score: Raw -242552.400037 + Penalty 1497.352825 = -241055.047212 nChanged 5 SP:Iteration 89Q (6489.543589 sec): 3 clusters Score: Raw -242553.740860 + Penalty 1497.352825 = -241056.388034 nChanged 4 SP:Iteration 90Q (6489.553247 sec): 3 clusters Score: Raw -242554.741289 + Penalty 1497.352825 = -241057.388464 nChanged 1 SP:Iteration 91Q (6489.603958 sec): 3 clusters Score: Raw -242555.554732 + Penalty 1497.352825 = -241058.201906 nChanged 4 SP:Iteration 92Q (6489.654140 sec): 3 clusters Score: Raw -242556.919614 + Penalty 1497.352825 = -241059.566789 nChanged 3 SP:Iteration 93Q (6489.699561 sec): 3 clusters Score: Raw -242557.958567 + Penalty 1497.352825 = -241060.605741 nChanged 2 SP:Iteration 94Q (6489.750730 sec): 3 clusters Score: Raw -242558.746663 + Penalty 1497.352825 = -241061.393838 nChanged 2 SP:Iteration 95Q (6489.799672 sec): 3 clusters Score: Raw -242559.455791 + Penalty 1497.352825 = -241062.102966 nChanged 2 SP:Iteration 96Q (6489.853339 sec): 3 clusters Score: Raw -242560.120270 + Penalty 1497.352825 = -241062.767444 nChanged 5 SP:Iteration 97Q (6489.905051 sec): 3 clusters Score: Raw -242562.447091 + Penalty 1497.352825 = -241065.094266 nChanged 3 SP:Iteration 98Q (6489.950123 sec): 3 clusters Score: Raw -242563.314815 + Penalty 1497.352825 = -241065.961989 nChanged 4 SP:Iteration 99Q (6489.991367 sec): 3 clusters Score: Raw -242565.173875 + Penalty 1497.352825 = -241067.821049 nChanged 4 SP:Iteration 100F (6490.054187 sec): 3 clusters Score: Raw -242565.954767 + Penalty 1497.352825 = -241068.601941 nChanged 1 SP:Iteration 101Q (6490.101982 sec): 3 clusters Score: Raw -242566.589798 + Penalty 1497.352825 = -241069.236973 nChanged 0 SP:Iteration 102F (6490.141614 sec): 3 clusters Score: Raw -242566.589798 + Penalty 1497.352825 = -241069.236973 nChanged 0 Trying to split cluster 16 (17485 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6490.198380 sec): 2 clusters Score: Raw -1600655.223606 + Penalty 928.064372 = -1599727.159235 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6490.266301 sec): 3 clusters Score: Raw -1589912.898650 + Penalty 1856.128743 = -1588056.769906 nChanged 7998 SP:Iteration 1F (6490.334560 sec): 3 clusters Score: Raw -1594398.961122 + Penalty 1856.128743 = -1592542.832379 nChanged 784 SP:Iteration 2Q (6490.397435 sec): 3 clusters Score: Raw -1594661.168179 + Penalty 1856.128743 = -1592805.039436 nChanged 814 SP:Iteration 3Q (6490.477035 sec): 3 clusters Score: Raw -1594965.529621 + Penalty 1856.128743 = -1593109.400878 nChanged 834 SP:Iteration 4Q (6490.530466 sec): 3 clusters Score: Raw -1595323.267015 + Penalty 1856.128743 = -1593467.138272 nChanged 905 SP:Iteration 5F (6490.592695 sec): 3 clusters Score: Raw -1595791.207098 + Penalty 1856.128743 = -1593935.078354 nChanged 1006 SP:Iteration 6F (6490.665521 sec): 3 clusters Score: Raw -1596395.881860 + Penalty 1856.128743 = -1594539.753117 nChanged 1051 SP:Iteration 7F (6490.731356 sec): 3 clusters Score: Raw -1597138.912350 + Penalty 1856.128743 = -1595282.783606 nChanged 1073 SP:Iteration 8F (6490.792688 sec): 3 clusters Score: Raw -1597980.215705 + Penalty 1856.128743 = -1596124.086962 nChanged 901 SP:Iteration 9F (6490.862654 sec): 3 clusters Score: Raw -1598709.474827 + Penalty 1856.128743 = -1596853.346084 nChanged 700 SP:Iteration 10Q (6490.913221 sec): 3 clusters Score: Raw -1599248.434071 + Penalty 1856.128743 = -1597392.305327 nChanged 543 SP:Iteration 11Q (6490.974018 sec): 3 clusters Score: Raw -1599619.641880 + Penalty 1856.128743 = -1597763.513137 nChanged 408 SP:Iteration 12Q (6491.041850 sec): 3 clusters Score: Raw -1599887.778162 + Penalty 1856.128743 = -1598031.649419 nChanged 329 SP:Iteration 13Q (6491.106094 sec): 3 clusters Score: Raw -1600083.383128 + Penalty 1856.128743 = -1598227.254384 nChanged 266 SP:Iteration 14Q (6491.180330 sec): 3 clusters Score: Raw -1600212.459311 + Penalty 1856.128743 = -1598356.330567 nChanged 205 SP:Iteration 15Q (6491.234488 sec): 3 clusters Score: Raw -1600303.695238 + Penalty 1856.128743 = -1598447.566495 nChanged 174 SP:Iteration 16Q (6491.295839 sec): 3 clusters Score: Raw -1600381.036405 + Penalty 1856.128743 = -1598524.907661 nChanged 133 SP:Iteration 17Q (6491.355468 sec): 3 clusters Score: Raw -1600440.574880 + Penalty 1856.128743 = -1598584.446136 nChanged 122 SP:Iteration 18Q (6491.416032 sec): 3 clusters Score: Raw -1600494.899641 + Penalty 1856.128743 = -1598638.770898 nChanged 112 SP:Iteration 19Q (6491.481847 sec): 3 clusters Score: Raw -1600537.585371 + Penalty 1856.128743 = -1598681.456627 nChanged 82 SP:Iteration 20F (6491.544227 sec): 3 clusters Score: Raw -1600575.926439 + Penalty 1856.128743 = -1598719.797695 nChanged 88 SP:Iteration 21Q (6491.599689 sec): 3 clusters Score: Raw -1600625.907220 + Penalty 1856.128743 = -1598769.778477 nChanged 87 SP:Iteration 22Q (6491.660111 sec): 3 clusters Score: Raw -1600677.473086 + Penalty 1856.128743 = -1598821.344343 nChanged 85 SP:Iteration 23Q (6491.720056 sec): 3 clusters Score: Raw -1600728.229363 + Penalty 1856.128743 = -1598872.100620 nChanged 82 SP:Iteration 24Q (6491.784358 sec): 3 clusters Score: Raw -1600771.451329 + Penalty 1856.128743 = -1598915.322586 nChanged 58 SP:Iteration 25Q (6491.835773 sec): 3 clusters Score: Raw -1600797.584282 + Penalty 1856.128743 = -1598941.455538 nChanged 47 SP:Iteration 26Q (6491.895926 sec): 3 clusters Score: Raw -1600824.739489 + Penalty 1856.128743 = -1598968.610746 nChanged 40 SP:Iteration 27Q (6491.957550 sec): 3 clusters Score: Raw -1600843.048145 + Penalty 1856.128743 = -1598986.919401 nChanged 31 SP:Iteration 28Q (6492.022493 sec): 3 clusters Score: Raw -1600853.069086 + Penalty 1856.128743 = -1598996.940342 nChanged 34 SP:Iteration 29Q (6492.088905 sec): 3 clusters Score: Raw -1600867.033306 + Penalty 1856.128743 = -1599010.904563 nChanged 31 SP:Iteration 30Q (6492.138995 sec): 3 clusters Score: Raw -1600878.964752 + Penalty 1856.128743 = -1599022.836009 nChanged 31 SP:Iteration 31Q (6492.200284 sec): 3 clusters Score: Raw -1600889.164077 + Penalty 1856.128743 = -1599033.035334 nChanged 24 SP:Iteration 32Q (6492.266185 sec): 3 clusters Score: Raw -1600896.551006 + Penalty 1856.128743 = -1599040.422262 nChanged 24 SP:Iteration 33Q (6492.325616 sec): 3 clusters Score: Raw -1600904.566152 + Penalty 1856.128743 = -1599048.437409 nChanged 19 SP:Iteration 34Q (6492.384571 sec): 3 clusters Score: Raw -1600911.365833 + Penalty 1856.128743 = -1599055.237090 nChanged 28 SP:Iteration 35Q (6492.457671 sec): 3 clusters Score: Raw -1600919.967258 + Penalty 1856.128743 = -1599063.838514 nChanged 25 SP:Iteration 36Q (6492.506814 sec): 3 clusters Score: Raw -1600928.422063 + Penalty 1856.128743 = -1599072.293319 nChanged 18 SP:Iteration 37Q (6492.570543 sec): 3 clusters Score: Raw -1600935.698397 + Penalty 1856.128743 = -1599079.569654 nChanged 16 SP:Iteration 38Q (6492.635837 sec): 3 clusters Score: Raw -1600941.133386 + Penalty 1856.128743 = -1599085.004642 nChanged 12 SP:Iteration 39Q (6492.700382 sec): 3 clusters Score: Raw -1600943.594968 + Penalty 1856.128743 = -1599087.466224 nChanged 3 SP:Iteration 40F (6492.768882 sec): 3 clusters Score: Raw -1600944.060571 + Penalty 1856.128743 = -1599087.931828 nChanged 4 SP:Iteration 41Q (6492.833006 sec): 3 clusters Score: Raw -1600945.199843 + Penalty 1856.128743 = -1599089.071100 nChanged 2 SP:Iteration 42Q (6492.902053 sec): 3 clusters Score: Raw -1600945.911372 + Penalty 1856.128743 = -1599089.782629 nChanged 1 SP:Iteration 43Q (6492.952114 sec): 3 clusters Score: Raw -1600946.076401 + Penalty 1856.128743 = -1599089.947658 nChanged 1 SP:Iteration 44Q (6493.017108 sec): 3 clusters Score: Raw -1600946.160733 + Penalty 1856.128743 = -1599090.031990 nChanged 0 SP:Iteration 45F (6493.085228 sec): 3 clusters Score: Raw -1600946.160733 + Penalty 1856.128743 = -1599090.031990 nChanged 0 Trying to split cluster 17 (57538 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6493.157488 sec): 2 clusters Score: Raw -5269566.203261 + Penalty 1041.219083 = -5268524.984178 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6493.278560 sec): 3 clusters Score: Raw -5232252.701611 + Penalty 2082.438167 = -5230170.263445 nChanged 27393 SP:Iteration 1F (6493.391242 sec): 3 clusters Score: Raw -5248403.805282 + Penalty 2082.438167 = -5246321.367115 nChanged 2347 SP:Iteration 2Q (6493.518350 sec): 3 clusters Score: Raw -5249109.857085 + Penalty 2082.438167 = -5247027.418918 nChanged 2405 SP:Iteration 3Q (6493.636396 sec): 3 clusters Score: Raw -5249910.087998 + Penalty 2082.438167 = -5247827.649831 nChanged 2528 SP:Iteration 4Q (6493.766609 sec): 3 clusters Score: Raw -5250905.571573 + Penalty 2082.438167 = -5248823.133406 nChanged 2776 SP:Iteration 5Q (6493.888460 sec): 3 clusters Score: Raw -5252209.686744 + Penalty 2082.438167 = -5250127.248578 nChanged 3112 SP:Iteration 6F (6493.999736 sec): 3 clusters Score: Raw -5254068.080386 + Penalty 2082.438167 = -5251985.642219 nChanged 3327 SP:Iteration 7F (6494.117747 sec): 3 clusters Score: Raw -5256381.298489 + Penalty 2082.438167 = -5254298.860322 nChanged 3362 SP:Iteration 8F (6494.232068 sec): 3 clusters Score: Raw -5258785.218003 + Penalty 2082.438167 = -5256702.779836 nChanged 3052 SP:Iteration 9F (6494.349279 sec): 3 clusters Score: Raw -5260652.431318 + Penalty 2082.438167 = -5258569.993151 nChanged 2483 SP:Iteration 10Q (6494.469823 sec): 3 clusters Score: Raw -5261811.548836 + Penalty 2082.438167 = -5259729.110669 nChanged 1781 SP:Iteration 11Q (6494.595428 sec): 3 clusters Score: Raw -5262416.441029 + Penalty 2082.438167 = -5260334.002862 nChanged 1244 SP:Iteration 12Q (6494.699594 sec): 3 clusters Score: Raw -5262778.385720 + Penalty 2082.438167 = -5260695.947553 nChanged 995 SP:Iteration 13Q (6494.819794 sec): 3 clusters Score: Raw -5263055.498006 + Penalty 2082.438167 = -5260973.059839 nChanged 927 SP:Iteration 14Q (6494.939802 sec): 3 clusters Score: Raw -5263308.281979 + Penalty 2082.438167 = -5261225.843812 nChanged 910 SP:Iteration 15Q (6495.060351 sec): 3 clusters Score: Raw -5263559.266191 + Penalty 2082.438167 = -5261476.828024 nChanged 957 SP:Iteration 16Q (6495.177759 sec): 3 clusters Score: Raw -5263855.783985 + Penalty 2082.438167 = -5261773.345818 nChanged 1052 SP:Iteration 17Q (6495.301080 sec): 3 clusters Score: Raw -5264220.225057 + Penalty 2082.438167 = -5262137.786890 nChanged 1088 SP:Iteration 18Q (6495.420798 sec): 3 clusters Score: Raw -5264607.130148 + Penalty 2082.438167 = -5262524.691981 nChanged 1091 SP:Iteration 19Q (6495.537997 sec): 3 clusters Score: Raw -5264998.250636 + Penalty 2082.438167 = -5262915.812469 nChanged 1129 SP:Iteration 20F (6495.653597 sec): 3 clusters Score: Raw -5265419.843813 + Penalty 2082.438167 = -5263337.405646 nChanged 1122 SP:Iteration 21Q (6495.758565 sec): 3 clusters Score: Raw -5265837.885664 + Penalty 2082.438167 = -5263755.447497 nChanged 1081 SP:Iteration 22Q (6495.884908 sec): 3 clusters Score: Raw -5266246.273087 + Penalty 2082.438167 = -5264163.834920 nChanged 1077 SP:Iteration 23Q (6496.002790 sec): 3 clusters Score: Raw -5266680.510534 + Penalty 2082.438167 = -5264598.072367 nChanged 1052 SP:Iteration 24Q (6496.107068 sec): 3 clusters Score: Raw -5267153.395643 + Penalty 2082.438167 = -5265070.957476 nChanged 966 SP:Iteration 25Q (6496.221112 sec): 3 clusters Score: Raw -5267601.292559 + Penalty 2082.438167 = -5265518.854392 nChanged 962 SP:Iteration 26Q (6496.297946 sec): 3 clusters Score: Raw -5268106.684557 + Penalty 2082.438167 = -5266024.246390 nChanged 877 SP:Iteration 27Q (6496.378731 sec): 3 clusters Score: Raw -5268599.492912 + Penalty 2082.438167 = -5266517.054745 nChanged 744 SP:Iteration 28Q (6496.458825 sec): 3 clusters Score: Raw -5269017.039442 + Penalty 2082.438167 = -5266934.601276 nChanged 578 SP:Iteration 29Q (6496.538177 sec): 3 clusters Score: Raw -5269321.957795 + Penalty 2082.438167 = -5267239.519629 nChanged 464 SP:Iteration 30Q (6496.616073 sec): 3 clusters Score: Raw -5269557.811237 + Penalty 2082.438167 = -5267475.373070 nChanged 380 SP:Iteration 31Q (6496.730294 sec): 3 clusters Score: Raw -5269720.395453 + Penalty 2082.438167 = -5267637.957286 nChanged 294 SP:Iteration 32Q (6496.842557 sec): 3 clusters Score: Raw -5269838.622823 + Penalty 2082.438167 = -5267756.184656 nChanged 239 SP:Iteration 33Q (6496.953924 sec): 3 clusters Score: Raw -5269918.212806 + Penalty 2082.438167 = -5267835.774639 nChanged 192 SP:Iteration 34Q (6497.065309 sec): 3 clusters Score: Raw -5269977.132715 + Penalty 2082.438167 = -5267894.694548 nChanged 160 SP:Iteration 35Q (6497.170606 sec): 3 clusters Score: Raw -5270023.996673 + Penalty 2082.438167 = -5267941.558506 nChanged 117 SP:Iteration 36Q (6497.274167 sec): 3 clusters Score: Raw -5270053.808570 + Penalty 2082.438167 = -5267971.370404 nChanged 92 SP:Iteration 37Q (6497.383647 sec): 3 clusters Score: Raw -5270076.008516 + Penalty 2082.438167 = -5267993.570349 nChanged 96 SP:Iteration 38Q (6497.483411 sec): 3 clusters Score: Raw -5270098.748203 + Penalty 2082.438167 = -5268016.310036 nChanged 67 SP:Iteration 39Q (6497.596595 sec): 3 clusters Score: Raw -5270113.385923 + Penalty 2082.438167 = -5268030.947756 nChanged 56 SP:Iteration 40F (6497.715647 sec): 3 clusters Score: Raw -5270124.854565 + Penalty 2082.438167 = -5268042.416399 nChanged 49 SP:Iteration 41Q (6497.819483 sec): 3 clusters Score: Raw -5270134.217828 + Penalty 2082.438167 = -5268051.779661 nChanged 43 SP:Iteration 42Q (6497.922312 sec): 3 clusters Score: Raw -5270142.330358 + Penalty 2082.438167 = -5268059.892191 nChanged 32 SP:Iteration 43Q (6498.029303 sec): 3 clusters Score: Raw -5270146.578555 + Penalty 2082.438167 = -5268064.140388 nChanged 37 SP:Iteration 44Q (6498.132139 sec): 3 clusters Score: Raw -5270151.896936 + Penalty 2082.438167 = -5268069.458769 nChanged 27 SP:Iteration 45Q (6498.225165 sec): 3 clusters Score: Raw -5270156.385075 + Penalty 2082.438167 = -5268073.946908 nChanged 22 SP:Iteration 46Q (6498.328196 sec): 3 clusters Score: Raw -5270159.602150 + Penalty 2082.438167 = -5268077.163983 nChanged 22 SP:Iteration 47Q (6498.433325 sec): 3 clusters Score: Raw -5270163.139923 + Penalty 2082.438167 = -5268080.701756 nChanged 25 SP:Iteration 48Q (6498.539034 sec): 3 clusters Score: Raw -5270167.037073 + Penalty 2082.438167 = -5268084.598906 nChanged 19 SP:Iteration 49Q (6498.641852 sec): 3 clusters Score: Raw -5270169.820758 + Penalty 2082.438167 = -5268087.382591 nChanged 15 SP:Iteration 50Q (6498.744774 sec): 3 clusters Score: Raw -5270171.981110 + Penalty 2082.438167 = -5268089.542943 nChanged 14 SP:Iteration 51Q (6498.842691 sec): 3 clusters Score: Raw -5270173.360888 + Penalty 2082.438167 = -5268090.922721 nChanged 9 SP:Iteration 52Q (6498.952105 sec): 3 clusters Score: Raw -5270174.292389 + Penalty 2082.438167 = -5268091.854222 nChanged 9 SP:Iteration 53Q (6499.045554 sec): 3 clusters Score: Raw -5270175.097194 + Penalty 2082.438167 = -5268092.659027 nChanged 6 SP:Iteration 54Q (6499.141900 sec): 3 clusters Score: Raw -5270175.642001 + Penalty 2082.438167 = -5268093.203835 nChanged 5 SP:Iteration 55Q (6499.235465 sec): 3 clusters Score: Raw -5270176.385259 + Penalty 2082.438167 = -5268093.947092 nChanged 5 SP:Iteration 56Q (6499.328731 sec): 3 clusters Score: Raw -5270176.734072 + Penalty 2082.438167 = -5268094.295906 nChanged 2 SP:Iteration 57Q (6499.423214 sec): 3 clusters Score: Raw -5270177.003782 + Penalty 2082.438167 = -5268094.565615 nChanged 2 SP:Iteration 58Q (6499.517882 sec): 3 clusters Score: Raw -5270177.136437 + Penalty 2082.438167 = -5268094.698270 nChanged 3 SP:Iteration 59Q (6499.615014 sec): 3 clusters Score: Raw -5270177.595846 + Penalty 2082.438167 = -5268095.157679 nChanged 2 SP:Iteration 60F (6499.731360 sec): 3 clusters Score: Raw -5270177.828658 + Penalty 2082.438167 = -5268095.390491 nChanged 3 SP:Iteration 61Q (6499.825226 sec): 3 clusters Score: Raw -5270178.202289 + Penalty 2082.438167 = -5268095.764122 nChanged 4 SP:Iteration 62Q (6499.917606 sec): 3 clusters Score: Raw -5270178.682260 + Penalty 2082.438167 = -5268096.244093 nChanged 3 SP:Iteration 63Q (6500.013401 sec): 3 clusters Score: Raw -5270178.843533 + Penalty 2082.438167 = -5268096.405366 nChanged 2 SP:Iteration 64Q (6500.113986 sec): 3 clusters Score: Raw -5270179.098508 + Penalty 2082.438167 = -5268096.660341 nChanged 2 SP:Iteration 65Q (6500.211338 sec): 3 clusters Score: Raw -5270179.243650 + Penalty 2082.438167 = -5268096.805483 nChanged 4 SP:Iteration 66Q (6500.320577 sec): 3 clusters Score: Raw -5270179.731206 + Penalty 2082.438167 = -5268097.293039 nChanged 5 SP:Iteration 67Q (6500.424107 sec): 3 clusters Score: Raw -5270180.404091 + Penalty 2082.438167 = -5268097.965924 nChanged 5 SP:Iteration 68Q (6500.529117 sec): 3 clusters Score: Raw -5270180.999748 + Penalty 2082.438167 = -5268098.561581 nChanged 6 SP:Iteration 69Q (6500.631737 sec): 3 clusters Score: Raw -5270181.843132 + Penalty 2082.438167 = -5268099.404965 nChanged 7 SP:Iteration 70Q (6500.738147 sec): 3 clusters Score: Raw -5270182.516280 + Penalty 2082.438167 = -5268100.078114 nChanged 6 SP:Iteration 71Q (6500.844765 sec): 3 clusters Score: Raw -5270183.194355 + Penalty 2082.438167 = -5268100.756188 nChanged 5 SP:Iteration 72Q (6500.954186 sec): 3 clusters Score: Raw -5270183.724851 + Penalty 2082.438167 = -5268101.286684 nChanged 3 SP:Iteration 73Q (6501.062057 sec): 3 clusters Score: Raw -5270184.070012 + Penalty 2082.438167 = -5268101.631846 nChanged 5 SP:Iteration 74Q (6501.169618 sec): 3 clusters Score: Raw -5270184.648101 + Penalty 2082.438167 = -5268102.209934 nChanged 4 SP:Iteration 75Q (6501.290232 sec): 3 clusters Score: Raw -5270184.987811 + Penalty 2082.438167 = -5268102.549644 nChanged 3 SP:Iteration 76Q (6501.407156 sec): 3 clusters Score: Raw -5270185.186687 + Penalty 2082.438167 = -5268102.748520 nChanged 2 SP:Iteration 77Q (6501.501264 sec): 3 clusters Score: Raw -5270185.434103 + Penalty 2082.438167 = -5268102.995936 nChanged 2 SP:Iteration 78Q (6501.615234 sec): 3 clusters Score: Raw -5270185.671831 + Penalty 2082.438167 = -5268103.233664 nChanged 1 SP:Iteration 79Q (6501.719894 sec): 3 clusters Score: Raw -5270185.761182 + Penalty 2082.438167 = -5268103.323015 nChanged 2 SP:Iteration 80F (6501.806485 sec): 3 clusters Score: Raw -5270185.965674 + Penalty 2082.438167 = -5268103.527507 nChanged 3 SP:Iteration 81Q (6501.881550 sec): 3 clusters Score: Raw -5270186.223394 + Penalty 2082.438167 = -5268103.785227 nChanged 2 SP:Iteration 82Q (6501.981761 sec): 3 clusters Score: Raw -5270186.320753 + Penalty 2082.438167 = -5268103.882586 nChanged 2 SP:Iteration 83Q (6502.105083 sec): 3 clusters Score: Raw -5270186.536201 + Penalty 2082.438167 = -5268104.098034 nChanged 2 SP:Iteration 84Q (6502.217516 sec): 3 clusters Score: Raw -5270186.601039 + Penalty 2082.438167 = -5268104.162872 nChanged 2 SP:Iteration 85Q (6502.328732 sec): 3 clusters Score: Raw -5270186.735269 + Penalty 2082.438167 = -5268104.297102 nChanged 3 SP:Iteration 86Q (6502.439672 sec): 3 clusters Score: Raw -5270187.055048 + Penalty 2082.438167 = -5268104.616881 nChanged 2 SP:Iteration 87Q (6502.550065 sec): 3 clusters Score: Raw -5270187.399282 + Penalty 2082.438167 = -5268104.961115 nChanged 2 SP:Iteration 88Q (6502.659184 sec): 3 clusters Score: Raw -5270187.739287 + Penalty 2082.438167 = -5268105.301120 nChanged 1 SP:Iteration 89Q (6502.770557 sec): 3 clusters Score: Raw -5270187.889531 + Penalty 2082.438167 = -5268105.451364 nChanged 2 SP:Iteration 90Q (6502.880728 sec): 3 clusters Score: Raw -5270188.141062 + Penalty 2082.438167 = -5268105.702895 nChanged 2 SP:Iteration 91Q (6502.991547 sec): 3 clusters Score: Raw -5270188.308748 + Penalty 2082.438167 = -5268105.870581 nChanged 0 SP:Iteration 92F (6503.110539 sec): 3 clusters Score: Raw -5270188.308748 + Penalty 2082.438167 = -5268105.870581 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6503.143134 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6503.175977 sec): 3 clusters Score: Raw -156023.178238 + Penalty 1420.422134 = -154602.756104 nChanged 659 SP:Iteration 1F (6503.227730 sec): 3 clusters Score: Raw -156469.568605 + Penalty 1420.422134 = -155049.146471 nChanged 156 SP:Iteration 2F (6503.271313 sec): 3 clusters Score: Raw -156613.151394 + Penalty 1420.422134 = -155192.729260 nChanged 121 SP:Iteration 3F (6503.311771 sec): 3 clusters Score: Raw -156740.099321 + Penalty 1420.422134 = -155319.677187 nChanged 105 SP:Iteration 4F (6503.372735 sec): 3 clusters Score: Raw -156853.712449 + Penalty 1420.422134 = -155433.290314 nChanged 92 SP:Iteration 5F (6503.422432 sec): 3 clusters Score: Raw -156940.945734 + Penalty 1420.422134 = -155520.523600 nChanged 77 SP:Iteration 6Q (6503.471644 sec): 3 clusters Score: Raw -156989.812326 + Penalty 1420.422134 = -155569.390192 nChanged 52 SP:Iteration 7Q (6503.518785 sec): 3 clusters Score: Raw -157021.967668 + Penalty 1420.422134 = -155601.545534 nChanged 42 SP:Iteration 8Q (6503.556728 sec): 3 clusters Score: Raw -157041.955410 + Penalty 1420.422134 = -155621.533276 nChanged 25 SP:Iteration 9Q (6503.602514 sec): 3 clusters Score: Raw -157053.168858 + Penalty 1420.422134 = -155632.746724 nChanged 17 SP:Iteration 10Q (6503.651705 sec): 3 clusters Score: Raw -157058.896667 + Penalty 1420.422134 = -155638.474533 nChanged 12 SP:Iteration 11Q (6503.697058 sec): 3 clusters Score: Raw -157063.644637 + Penalty 1420.422134 = -155643.222503 nChanged 8 SP:Iteration 12Q (6503.747272 sec): 3 clusters Score: Raw -157067.312253 + Penalty 1420.422134 = -155646.890118 nChanged 5 SP:Iteration 13Q (6503.792407 sec): 3 clusters Score: Raw -157068.560728 + Penalty 1420.422134 = -155648.138593 nChanged 9 SP:Iteration 14Q (6503.842595 sec): 3 clusters Score: Raw -157072.920147 + Penalty 1420.422134 = -155652.498013 nChanged 4 SP:Iteration 15Q (6503.896917 sec): 3 clusters Score: Raw -157074.985096 + Penalty 1420.422134 = -155654.562962 nChanged 5 SP:Iteration 16Q (6503.947291 sec): 3 clusters Score: Raw -157076.606244 + Penalty 1420.422134 = -155656.184109 nChanged 3 SP:Iteration 17Q (6503.983906 sec): 3 clusters Score: Raw -157077.292646 + Penalty 1420.422134 = -155656.870512 nChanged 5 SP:Iteration 18Q (6504.033455 sec): 3 clusters Score: Raw -157078.448913 + Penalty 1420.422134 = -155658.026779 nChanged 4 SP:Iteration 19Q (6504.065695 sec): 3 clusters Score: Raw -157080.208820 + Penalty 1420.422134 = -155659.786686 nChanged 3 SP:Iteration 20F (6504.072337 sec): 3 clusters Score: Raw -157080.971478 + Penalty 1420.422134 = -155660.549344 nChanged 1 SP:Iteration 21Q (6504.078875 sec): 3 clusters Score: Raw -157081.409065 + Penalty 1420.422134 = -155660.986931 nChanged 2 SP:Iteration 22Q (6504.085335 sec): 3 clusters Score: Raw -157081.620817 + Penalty 1420.422134 = -155661.198683 nChanged 0 SP:Iteration 23F (6504.091868 sec): 3 clusters Score: Raw -157081.620817 + Penalty 1420.422134 = -155661.198683 nChanged 0 Trying to split cluster 19 (28834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6504.149586 sec): 2 clusters Score: Raw -2780815.096092 + Penalty 975.584500 = -2779839.511592 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6504.232349 sec): 3 clusters Score: Raw -2762466.917250 + Penalty 1951.169000 = -2760515.748250 nChanged 13549 SP:Iteration 1F (6504.317740 sec): 3 clusters Score: Raw -2770319.348336 + Penalty 1951.169000 = -2768368.179336 nChanged 1370 SP:Iteration 2Q (6504.404842 sec): 3 clusters Score: Raw -2770789.570368 + Penalty 1951.169000 = -2768838.401368 nChanged 1337 SP:Iteration 3Q (6504.491450 sec): 3 clusters Score: Raw -2771334.884546 + Penalty 1951.169000 = -2769383.715547 nChanged 1445 SP:Iteration 4F (6504.567402 sec): 3 clusters Score: Raw -2772055.780810 + Penalty 1951.169000 = -2770104.611811 nChanged 1659 SP:Iteration 5F (6504.647012 sec): 3 clusters Score: Raw -2773041.936093 + Penalty 1951.169000 = -2771090.767093 nChanged 1858 SP:Iteration 6F (6504.737023 sec): 3 clusters Score: Raw -2774334.526823 + Penalty 1951.169000 = -2772383.357823 nChanged 1946 SP:Iteration 7F (6504.819313 sec): 3 clusters Score: Raw -2775817.442851 + Penalty 1951.169000 = -2773866.273851 nChanged 1743 SP:Iteration 8F (6504.900183 sec): 3 clusters Score: Raw -2777201.677861 + Penalty 1951.169000 = -2775250.508861 nChanged 1481 SP:Iteration 9F (6504.983128 sec): 3 clusters Score: Raw -2778424.116751 + Penalty 1951.169000 = -2776472.947751 nChanged 1209 SP:Iteration 10Q (6505.058945 sec): 3 clusters Score: Raw -2779464.241548 + Penalty 1951.169000 = -2777513.072548 nChanged 810 SP:Iteration 11Q (6505.139690 sec): 3 clusters Score: Raw -2780152.415749 + Penalty 1951.169000 = -2778201.246749 nChanged 459 SP:Iteration 12Q (6505.204124 sec): 3 clusters Score: Raw -2780523.197442 + Penalty 1951.169000 = -2778572.028443 nChanged 252 SP:Iteration 13Q (6505.265579 sec): 3 clusters Score: Raw -2780707.346822 + Penalty 1951.169000 = -2778756.177822 nChanged 122 SP:Iteration 14Q (6505.335761 sec): 3 clusters Score: Raw -2780801.148531 + Penalty 1951.169000 = -2778849.979531 nChanged 78 SP:Iteration 15Q (6505.401137 sec): 3 clusters Score: Raw -2780855.860646 + Penalty 1951.169000 = -2778904.691646 nChanged 57 SP:Iteration 16Q (6505.476704 sec): 3 clusters Score: Raw -2780906.524989 + Penalty 1951.169000 = -2778955.355989 nChanged 43 SP:Iteration 17Q (6505.544056 sec): 3 clusters Score: Raw -2780943.114912 + Penalty 1951.169000 = -2778991.945912 nChanged 23 SP:Iteration 18Q (6505.609305 sec): 3 clusters Score: Raw -2780961.062409 + Penalty 1951.169000 = -2779009.893409 nChanged 19 SP:Iteration 19Q (6505.684289 sec): 3 clusters Score: Raw -2780973.229744 + Penalty 1951.169000 = -2779022.060744 nChanged 13 SP:Iteration 20F (6505.768296 sec): 3 clusters Score: Raw -2780984.203442 + Penalty 1951.169000 = -2779033.034442 nChanged 10 SP:Iteration 21Q (6505.841424 sec): 3 clusters Score: Raw -2780991.912310 + Penalty 1951.169000 = -2779040.743310 nChanged 7 SP:Iteration 22Q (6505.918942 sec): 3 clusters Score: Raw -2781000.049762 + Penalty 1951.169000 = -2779048.880762 nChanged 12 SP:Iteration 23Q (6505.989630 sec): 3 clusters Score: Raw -2781008.561546 + Penalty 1951.169000 = -2779057.392546 nChanged 11 SP:Iteration 24Q (6506.058166 sec): 3 clusters Score: Raw -2781015.560118 + Penalty 1951.169000 = -2779064.391118 nChanged 7 SP:Iteration 25Q (6506.120646 sec): 3 clusters Score: Raw -2781021.375295 + Penalty 1951.169000 = -2779070.206296 nChanged 3 SP:Iteration 26Q (6506.189963 sec): 3 clusters Score: Raw -2781023.403225 + Penalty 1951.169000 = -2779072.234225 nChanged 4 SP:Iteration 27Q (6506.252490 sec): 3 clusters Score: Raw -2781026.057128 + Penalty 1951.169000 = -2779074.888129 nChanged 5 SP:Iteration 28Q (6506.326593 sec): 3 clusters Score: Raw -2781031.996850 + Penalty 1951.169000 = -2779080.827850 nChanged 4 SP:Iteration 29Q (6506.392507 sec): 3 clusters Score: Raw -2781033.772734 + Penalty 1951.169000 = -2779082.603734 nChanged 2 SP:Iteration 30Q (6506.465339 sec): 3 clusters Score: Raw -2781035.136256 + Penalty 1951.169000 = -2779083.967256 nChanged 2 SP:Iteration 31Q (6506.538805 sec): 3 clusters Score: Raw -2781036.108905 + Penalty 1951.169000 = -2779084.939905 nChanged 0 SP:Iteration 32F (6506.617217 sec): 3 clusters Score: Raw -2781036.108905 + Penalty 1951.169000 = -2779084.939905 nChanged 0 Trying to split cluster 20 (21750 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6506.657596 sec): 2 clusters Score: Raw -1856833.925106 + Penalty 948.800058 = -1855885.125048 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6506.731679 sec): 3 clusters Score: Raw -1843255.552316 + Penalty 1897.600117 = -1841357.952199 nChanged 10157 SP:Iteration 1F (6506.805974 sec): 3 clusters Score: Raw -1849132.206258 + Penalty 1897.600117 = -1847234.606141 nChanged 1116 SP:Iteration 2F (6506.878555 sec): 3 clusters Score: Raw -1849625.509161 + Penalty 1897.600117 = -1847727.909044 nChanged 1218 SP:Iteration 3F (6506.940904 sec): 3 clusters Score: Raw -1850265.650479 + Penalty 1897.600117 = -1848368.050362 nChanged 1365 SP:Iteration 4F (6507.016076 sec): 3 clusters Score: Raw -1851142.082216 + Penalty 1897.600117 = -1849244.482100 nChanged 1497 SP:Iteration 5F (6507.090292 sec): 3 clusters Score: Raw -1852247.989543 + Penalty 1897.600117 = -1850350.389426 nChanged 1476 SP:Iteration 6F (6507.153884 sec): 3 clusters Score: Raw -1853460.447134 + Penalty 1897.600117 = -1851562.847017 nChanged 1262 SP:Iteration 7F (6507.224264 sec): 3 clusters Score: Raw -1854503.797382 + Penalty 1897.600117 = -1852606.197265 nChanged 1006 SP:Iteration 8Q (6507.299906 sec): 3 clusters Score: Raw -1855141.302151 + Penalty 1897.600117 = -1853243.702034 nChanged 672 SP:Iteration 9Q (6507.373239 sec): 3 clusters Score: Raw -1855494.592350 + Penalty 1897.600117 = -1853596.992233 nChanged 544 SP:Iteration 10Q (6507.446225 sec): 3 clusters Score: Raw -1855801.003282 + Penalty 1897.600117 = -1853903.403165 nChanged 465 SP:Iteration 11Q (6507.512986 sec): 3 clusters Score: Raw -1856085.828908 + Penalty 1897.600117 = -1854188.228791 nChanged 411 SP:Iteration 12Q (6507.589057 sec): 3 clusters Score: Raw -1856355.874388 + Penalty 1897.600117 = -1854458.274271 nChanged 384 SP:Iteration 13Q (6507.652167 sec): 3 clusters Score: Raw -1856604.945351 + Penalty 1897.600117 = -1854707.345234 nChanged 334 SP:Iteration 14Q (6507.724678 sec): 3 clusters Score: Raw -1856824.934384 + Penalty 1897.600117 = -1854927.334267 nChanged 288 SP:Iteration 15Q (6507.797590 sec): 3 clusters Score: Raw -1857010.262240 + Penalty 1897.600117 = -1855112.662123 nChanged 252 SP:Iteration 16Q (6507.864749 sec): 3 clusters Score: Raw -1857153.370378 + Penalty 1897.600117 = -1855255.770261 nChanged 226 SP:Iteration 17Q (6507.942772 sec): 3 clusters Score: Raw -1857264.275515 + Penalty 1897.600117 = -1855366.675398 nChanged 190 SP:Iteration 18Q (6508.014771 sec): 3 clusters Score: Raw -1857332.198155 + Penalty 1897.600117 = -1855434.598038 nChanged 148 SP:Iteration 19Q (6508.088991 sec): 3 clusters Score: Raw -1857378.456454 + Penalty 1897.600117 = -1855480.856337 nChanged 105 SP:Iteration 20F (6508.164149 sec): 3 clusters Score: Raw -1857405.756582 + Penalty 1897.600117 = -1855508.156465 nChanged 94 SP:Iteration 21Q (6508.224521 sec): 3 clusters Score: Raw -1857424.135685 + Penalty 1897.600117 = -1855526.535568 nChanged 65 SP:Iteration 22Q (6508.291462 sec): 3 clusters Score: Raw -1857433.945587 + Penalty 1897.600117 = -1855536.345470 nChanged 51 SP:Iteration 23Q (6508.354286 sec): 3 clusters Score: Raw -1857441.514575 + Penalty 1897.600117 = -1855543.914458 nChanged 44 SP:Iteration 24Q (6508.421257 sec): 3 clusters Score: Raw -1857447.827546 + Penalty 1897.600117 = -1855550.227429 nChanged 36 SP:Iteration 25Q (6508.484409 sec): 3 clusters Score: Raw -1857453.244856 + Penalty 1897.600117 = -1855555.644739 nChanged 36 SP:Iteration 26Q (6508.549687 sec): 3 clusters Score: Raw -1857459.276652 + Penalty 1897.600117 = -1855561.676535 nChanged 24 SP:Iteration 27Q (6508.620253 sec): 3 clusters Score: Raw -1857461.434343 + Penalty 1897.600117 = -1855563.834226 nChanged 22 SP:Iteration 28Q (6508.693256 sec): 3 clusters Score: Raw -1857463.485505 + Penalty 1897.600117 = -1855565.885388 nChanged 24 SP:Iteration 29Q (6508.753055 sec): 3 clusters Score: Raw -1857466.013535 + Penalty 1897.600117 = -1855568.413418 nChanged 19 SP:Iteration 30Q (6508.821386 sec): 3 clusters Score: Raw -1857467.464900 + Penalty 1897.600117 = -1855569.864783 nChanged 14 SP:Iteration 31Q (6508.880060 sec): 3 clusters Score: Raw -1857468.804030 + Penalty 1897.600117 = -1855571.203913 nChanged 21 SP:Iteration 32Q (6508.951367 sec): 3 clusters Score: Raw -1857471.058053 + Penalty 1897.600117 = -1855573.457936 nChanged 16 SP:Iteration 33Q (6509.025645 sec): 3 clusters Score: Raw -1857472.792764 + Penalty 1897.600117 = -1855575.192647 nChanged 21 SP:Iteration 34Q (6509.082651 sec): 3 clusters Score: Raw -1857474.615799 + Penalty 1897.600117 = -1855577.015682 nChanged 13 SP:Iteration 35Q (6509.156458 sec): 3 clusters Score: Raw -1857475.740093 + Penalty 1897.600117 = -1855578.139977 nChanged 14 SP:Iteration 36Q (6509.226398 sec): 3 clusters Score: Raw -1857476.935899 + Penalty 1897.600117 = -1855579.335782 nChanged 15 SP:Iteration 37Q (6509.299561 sec): 3 clusters Score: Raw -1857478.242566 + Penalty 1897.600117 = -1855580.642449 nChanged 15 SP:Iteration 38Q (6509.371913 sec): 3 clusters Score: Raw -1857479.361424 + Penalty 1897.600117 = -1855581.761307 nChanged 9 SP:Iteration 39Q (6509.444443 sec): 3 clusters Score: Raw -1857480.058942 + Penalty 1897.600117 = -1855582.458825 nChanged 7 SP:Iteration 40F (6509.519038 sec): 3 clusters Score: Raw -1857480.679365 + Penalty 1897.600117 = -1855583.079248 nChanged 6 SP:Iteration 41Q (6509.592932 sec): 3 clusters Score: Raw -1857481.359894 + Penalty 1897.600117 = -1855583.759777 nChanged 8 SP:Iteration 42Q (6509.662173 sec): 3 clusters Score: Raw -1857482.060081 + Penalty 1897.600117 = -1855584.459964 nChanged 7 SP:Iteration 43Q (6509.732786 sec): 3 clusters Score: Raw -1857482.634021 + Penalty 1897.600117 = -1855585.033904 nChanged 7 SP:Iteration 44Q (6509.793727 sec): 3 clusters Score: Raw -1857483.027927 + Penalty 1897.600117 = -1855585.427810 nChanged 2 SP:Iteration 45Q (6509.868384 sec): 3 clusters Score: Raw -1857483.174964 + Penalty 1897.600117 = -1855585.574847 nChanged 2 SP:Iteration 46Q (6509.927399 sec): 3 clusters Score: Raw -1857483.263849 + Penalty 1897.600117 = -1855585.663732 nChanged 1 SP:Iteration 47Q (6509.994310 sec): 3 clusters Score: Raw -1857483.397513 + Penalty 1897.600117 = -1855585.797396 nChanged 1 SP:Iteration 48Q (6510.071047 sec): 3 clusters Score: Raw -1857483.447606 + Penalty 1897.600117 = -1855585.847489 nChanged 2 SP:Iteration 49Q (6510.140757 sec): 3 clusters Score: Raw -1857483.593802 + Penalty 1897.600117 = -1855585.993685 nChanged 2 SP:Iteration 50Q (6510.203953 sec): 3 clusters Score: Raw -1857483.696277 + Penalty 1897.600117 = -1855586.096160 nChanged 4 SP:Iteration 51Q (6510.280763 sec): 3 clusters Score: Raw -1857483.935939 + Penalty 1897.600117 = -1855586.335822 nChanged 3 SP:Iteration 52Q (6510.340253 sec): 3 clusters Score: Raw -1857484.046037 + Penalty 1897.600117 = -1855586.445920 nChanged 0 SP:Iteration 53F (6510.418730 sec): 3 clusters Score: Raw -1857484.046037 + Penalty 1897.600117 = -1855586.445920 nChanged 0 Trying to split cluster 21 (30839 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6510.475456 sec): 2 clusters Score: Raw -2969790.826534 + Penalty 981.970863 = -2968808.855671 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6510.554306 sec): 3 clusters Score: Raw -2950298.857508 + Penalty 1963.941726 = -2948334.915782 nChanged 14451 SP:Iteration 1F (6510.649191 sec): 3 clusters Score: Raw -2958405.058417 + Penalty 1963.941726 = -2956441.116691 nChanged 1282 SP:Iteration 2Q (6510.746739 sec): 3 clusters Score: Raw -2958793.621765 + Penalty 1963.941726 = -2956829.680039 nChanged 1342 SP:Iteration 3Q (6510.837621 sec): 3 clusters Score: Raw -2959258.620732 + Penalty 1963.941726 = -2957294.679006 nChanged 1377 SP:Iteration 4Q (6510.919074 sec): 3 clusters Score: Raw -2959817.183050 + Penalty 1963.941726 = -2957853.241323 nChanged 1546 SP:Iteration 5F (6511.016504 sec): 3 clusters Score: Raw -2960547.080801 + Penalty 1963.941726 = -2958583.139074 nChanged 1699 SP:Iteration 6F (6511.105613 sec): 3 clusters Score: Raw -2961454.121364 + Penalty 1963.941726 = -2959490.179638 nChanged 1697 SP:Iteration 7F (6511.184123 sec): 3 clusters Score: Raw -2962515.075451 + Penalty 1963.941726 = -2960551.133725 nChanged 1652 SP:Iteration 8F (6511.273207 sec): 3 clusters Score: Raw -2963622.853436 + Penalty 1963.941726 = -2961658.911710 nChanged 1526 SP:Iteration 9Q (6511.362155 sec): 3 clusters Score: Raw -2964715.501992 + Penalty 1963.941726 = -2962751.560265 nChanged 1256 SP:Iteration 10Q (6511.452152 sec): 3 clusters Score: Raw -2965619.543051 + Penalty 1963.941726 = -2963655.601324 nChanged 1027 SP:Iteration 11Q (6511.543541 sec): 3 clusters Score: Raw -2966223.259301 + Penalty 1963.941726 = -2964259.317575 nChanged 745 SP:Iteration 12Q (6511.630677 sec): 3 clusters Score: Raw -2966557.043481 + Penalty 1963.941726 = -2964593.101754 nChanged 551 SP:Iteration 13Q (6511.719216 sec): 3 clusters Score: Raw -2966763.540065 + Penalty 1963.941726 = -2964799.598339 nChanged 458 SP:Iteration 14Q (6511.807335 sec): 3 clusters Score: Raw -2966938.091481 + Penalty 1963.941726 = -2964974.149755 nChanged 469 SP:Iteration 15Q (6511.894537 sec): 3 clusters Score: Raw -2967121.747291 + Penalty 1963.941726 = -2965157.805564 nChanged 480 SP:Iteration 16Q (6511.980384 sec): 3 clusters Score: Raw -2967318.299671 + Penalty 1963.941726 = -2965354.357945 nChanged 473 SP:Iteration 17Q (6512.056372 sec): 3 clusters Score: Raw -2967517.366153 + Penalty 1963.941726 = -2965553.424427 nChanged 468 SP:Iteration 18Q (6512.142800 sec): 3 clusters Score: Raw -2967732.852671 + Penalty 1963.941726 = -2965768.910944 nChanged 508 SP:Iteration 19Q (6512.228614 sec): 3 clusters Score: Raw -2967994.587727 + Penalty 1963.941726 = -2966030.646000 nChanged 489 SP:Iteration 20F (6512.318704 sec): 3 clusters Score: Raw -2968265.704487 + Penalty 1963.941726 = -2966301.762761 nChanged 459 SP:Iteration 21Q (6512.407047 sec): 3 clusters Score: Raw -2968532.814902 + Penalty 1963.941726 = -2966568.873176 nChanged 416 SP:Iteration 22Q (6512.489647 sec): 3 clusters Score: Raw -2968793.286369 + Penalty 1963.941726 = -2966829.344642 nChanged 340 SP:Iteration 23Q (6512.580834 sec): 3 clusters Score: Raw -2969000.822169 + Penalty 1963.941726 = -2967036.880443 nChanged 321 SP:Iteration 24Q (6512.665861 sec): 3 clusters Score: Raw -2969207.694939 + Penalty 1963.941726 = -2967243.753213 nChanged 244 SP:Iteration 25Q (6512.739324 sec): 3 clusters Score: Raw -2969365.615561 + Penalty 1963.941726 = -2967401.673834 nChanged 203 SP:Iteration 26Q (6512.821231 sec): 3 clusters Score: Raw -2969493.485971 + Penalty 1963.941726 = -2967529.544245 nChanged 163 SP:Iteration 27Q (6512.911784 sec): 3 clusters Score: Raw -2969605.084093 + Penalty 1963.941726 = -2967641.142367 nChanged 133 SP:Iteration 28Q (6512.981137 sec): 3 clusters Score: Raw -2969707.859650 + Penalty 1963.941726 = -2967743.917924 nChanged 96 SP:Iteration 29Q (6513.063742 sec): 3 clusters Score: Raw -2969777.352010 + Penalty 1963.941726 = -2967813.410283 nChanged 54 SP:Iteration 30Q (6513.140209 sec): 3 clusters Score: Raw -2969817.396242 + Penalty 1963.941726 = -2967853.454515 nChanged 21 SP:Iteration 31Q (6513.229177 sec): 3 clusters Score: Raw -2969837.024770 + Penalty 1963.941726 = -2967873.083044 nChanged 21 SP:Iteration 32Q (6513.310360 sec): 3 clusters Score: Raw -2969857.059943 + Penalty 1963.941726 = -2967893.118217 nChanged 19 SP:Iteration 33Q (6513.391773 sec): 3 clusters Score: Raw -2969875.672286 + Penalty 1963.941726 = -2967911.730560 nChanged 19 SP:Iteration 34Q (6513.472502 sec): 3 clusters Score: Raw -2969889.485609 + Penalty 1963.941726 = -2967925.543883 nChanged 13 SP:Iteration 35Q (6513.554260 sec): 3 clusters Score: Raw -2969903.052853 + Penalty 1963.941726 = -2967939.111127 nChanged 10 SP:Iteration 36Q (6513.633684 sec): 3 clusters Score: Raw -2969912.249422 + Penalty 1963.941726 = -2967948.307696 nChanged 4 SP:Iteration 37Q (6513.706601 sec): 3 clusters Score: Raw -2969915.487181 + Penalty 1963.941726 = -2967951.545454 nChanged 0 SP:Iteration 38F (6513.787816 sec): 3 clusters Score: Raw -2969915.487181 + Penalty 1963.941726 = -2967951.545454 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6513.936480 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6514.141405 sec): 3 clusters Score: Raw -12793764.585256 + Penalty 2243.674617 = -12791520.910639 nChanged 65095 SP:Iteration 1F (6514.346005 sec): 3 clusters Score: Raw -12833222.414350 + Penalty 2243.674617 = -12830978.739733 nChanged 5205 SP:Iteration 2Q (6514.557826 sec): 3 clusters Score: Raw -12834948.301619 + Penalty 2243.674617 = -12832704.627002 nChanged 5769 SP:Iteration 3Q (6514.771393 sec): 3 clusters Score: Raw -12837442.544586 + Penalty 2243.674617 = -12835198.869969 nChanged 6804 SP:Iteration 4F (6514.962682 sec): 3 clusters Score: Raw -12841295.751097 + Penalty 2243.674617 = -12839052.076480 nChanged 8268 SP:Iteration 5F (6515.157531 sec): 3 clusters Score: Raw -12847208.507709 + Penalty 2243.674617 = -12844964.833092 nChanged 9551 SP:Iteration 6F (6515.372255 sec): 3 clusters Score: Raw -12855018.052862 + Penalty 2243.674617 = -12852774.378245 nChanged 9584 SP:Iteration 7F (6515.579712 sec): 3 clusters Score: Raw -12863340.527620 + Penalty 2243.674617 = -12861096.853003 nChanged 8230 SP:Iteration 8F (6515.794279 sec): 3 clusters Score: Raw -12870542.015228 + Penalty 2243.674617 = -12868298.340611 nChanged 6172 SP:Iteration 9Q (6516.005064 sec): 3 clusters Score: Raw -12875723.167760 + Penalty 2243.674617 = -12873479.493143 nChanged 4085 SP:Iteration 10Q (6516.205162 sec): 3 clusters Score: Raw -12878978.352705 + Penalty 2243.674617 = -12876734.678088 nChanged 2574 SP:Iteration 11Q (6516.403519 sec): 3 clusters Score: Raw -12880864.129259 + Penalty 2243.674617 = -12878620.454642 nChanged 1476 SP:Iteration 12Q (6516.588375 sec): 3 clusters Score: Raw -12881828.427466 + Penalty 2243.674617 = -12879584.752849 nChanged 831 SP:Iteration 13Q (6516.770770 sec): 3 clusters Score: Raw -12882314.543703 + Penalty 2243.674617 = -12880070.869086 nChanged 461 SP:Iteration 14Q (6516.953197 sec): 3 clusters Score: Raw -12882569.338369 + Penalty 2243.674617 = -12880325.663752 nChanged 305 SP:Iteration 15Q (6517.143704 sec): 3 clusters Score: Raw -12882735.667149 + Penalty 2243.674617 = -12880491.992532 nChanged 183 SP:Iteration 16Q (6517.322848 sec): 3 clusters Score: Raw -12882836.447404 + Penalty 2243.674617 = -12880592.772787 nChanged 127 SP:Iteration 17Q (6517.506839 sec): 3 clusters Score: Raw -12882903.610814 + Penalty 2243.674617 = -12880659.936197 nChanged 70 SP:Iteration 18Q (6517.684657 sec): 3 clusters Score: Raw -12882936.534073 + Penalty 2243.674617 = -12880692.859456 nChanged 41 SP:Iteration 19Q (6517.861389 sec): 3 clusters Score: Raw -12882954.256513 + Penalty 2243.674617 = -12880710.581896 nChanged 38 SP:Iteration 20F (6518.083082 sec): 3 clusters Score: Raw -12882974.511544 + Penalty 2243.674617 = -12880730.836927 nChanged 33 SP:Iteration 21Q (6518.264663 sec): 3 clusters Score: Raw -12882995.911228 + Penalty 2243.674617 = -12880752.236611 nChanged 24 SP:Iteration 22Q (6518.446153 sec): 3 clusters Score: Raw -12883010.371955 + Penalty 2243.674617 = -12880766.697338 nChanged 22 SP:Iteration 23Q (6518.640794 sec): 3 clusters Score: Raw -12883021.094100 + Penalty 2243.674617 = -12880777.419483 nChanged 16 SP:Iteration 24Q (6518.818588 sec): 3 clusters Score: Raw -12883027.700313 + Penalty 2243.674617 = -12880784.025696 nChanged 6 SP:Iteration 25Q (6519.005548 sec): 3 clusters Score: Raw -12883030.721708 + Penalty 2243.674617 = -12880787.047091 nChanged 7 SP:Iteration 26Q (6519.196128 sec): 3 clusters Score: Raw -12883033.629238 + Penalty 2243.674617 = -12880789.954621 nChanged 3 SP:Iteration 27Q (6519.386846 sec): 3 clusters Score: Raw -12883034.973624 + Penalty 2243.674617 = -12880791.299007 nChanged 3 SP:Iteration 28Q (6519.577778 sec): 3 clusters Score: Raw -12883036.005228 + Penalty 2243.674617 = -12880792.330611 nChanged 4 SP:Iteration 29Q (6519.770573 sec): 3 clusters Score: Raw -12883037.196112 + Penalty 2243.674617 = -12880793.521495 nChanged 3 SP:Iteration 30Q (6519.978299 sec): 3 clusters Score: Raw -12883038.388648 + Penalty 2243.674617 = -12880794.714031 nChanged 1 SP:Iteration 31Q (6520.169369 sec): 3 clusters Score: Raw -12883038.547079 + Penalty 2243.674617 = -12880794.872462 nChanged 0 SP:Iteration 32F (6520.375435 sec): 3 clusters Score: Raw -12883038.547079 + Penalty 2243.674617 = -12880794.872462 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6520.405976 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6520.433819 sec): 3 clusters Score: Raw -12893.854688 + Penalty 988.761271 = -11905.093417 nChanged 55 SP:Iteration 1F (6520.469970 sec): 3 clusters Score: Raw -13025.766078 + Penalty 988.761271 = -12037.004807 nChanged 29 SP:Iteration 2F (6520.507338 sec): 3 clusters Score: Raw -13107.361860 + Penalty 988.761271 = -12118.600590 nChanged 11 SP:Iteration 3F (6520.540489 sec): 3 clusters Score: Raw -13150.184497 + Penalty 988.761271 = -12161.423226 nChanged 6 SP:Iteration 4Q (6520.577233 sec): 3 clusters Score: Raw -13173.626239 + Penalty 988.761271 = -12184.864968 nChanged 2 SP:Iteration 5Q (6520.614080 sec): 3 clusters Score: Raw -13183.987347 + Penalty 988.761271 = -12195.226076 nChanged 3 SP:Iteration 6Q (6520.650731 sec): 3 clusters Score: Raw -13191.415658 + Penalty 988.761271 = -12202.654388 nChanged 1 SP:Iteration 7Q (6520.687140 sec): 3 clusters Score: Raw -13193.576219 + Penalty 988.761271 = -12204.814948 nChanged 1 SP:Iteration 8Q (6520.723258 sec): 3 clusters Score: Raw -13196.038072 + Penalty 988.761271 = -12207.276801 nChanged 0 SP:Iteration 9F (6520.760439 sec): 3 clusters Score: Raw -13196.038072 + Penalty 988.761271 = -12207.276801 nChanged 0 Trying to split cluster 24 (5090 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6520.798069 sec): 2 clusters Score: Raw -440296.450619 + Penalty 810.828145 = -439485.622473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6520.843999 sec): 3 clusters Score: Raw -437487.883105 + Penalty 1621.656291 = -435866.226815 nChanged 2142 SP:Iteration 1F (6520.880705 sec): 3 clusters Score: Raw -438691.912266 + Penalty 1621.656291 = -437070.255975 nChanged 387 SP:Iteration 2F (6520.934756 sec): 3 clusters Score: Raw -438973.175133 + Penalty 1621.656291 = -437351.518842 nChanged 387 SP:Iteration 3F (6520.970946 sec): 3 clusters Score: Raw -439291.946652 + Penalty 1621.656291 = -437670.290361 nChanged 348 SP:Iteration 4F (6521.016349 sec): 3 clusters Score: Raw -439611.409949 + Penalty 1621.656291 = -437989.753658 nChanged 313 SP:Iteration 5F (6521.062346 sec): 3 clusters Score: Raw -439912.421340 + Penalty 1621.656291 = -438290.765049 nChanged 220 SP:Iteration 6Q (6521.107938 sec): 3 clusters Score: Raw -440128.159617 + Penalty 1621.656291 = -438506.503326 nChanged 126 SP:Iteration 7Q (6521.161194 sec): 3 clusters Score: Raw -440251.161163 + Penalty 1621.656291 = -438629.504873 nChanged 76 SP:Iteration 8Q (6521.200659 sec): 3 clusters Score: Raw -440323.489813 + Penalty 1621.656291 = -438701.833522 nChanged 35 SP:Iteration 9Q (6521.244447 sec): 3 clusters Score: Raw -440363.216327 + Penalty 1621.656291 = -438741.560036 nChanged 18 SP:Iteration 10Q (6521.288605 sec): 3 clusters Score: Raw -440393.499686 + Penalty 1621.656291 = -438771.843395 nChanged 15 SP:Iteration 11Q (6521.337956 sec): 3 clusters Score: Raw -440407.784047 + Penalty 1621.656291 = -438786.127756 nChanged 5 SP:Iteration 12Q (6521.396989 sec): 3 clusters Score: Raw -440412.274493 + Penalty 1621.656291 = -438790.618202 nChanged 5 SP:Iteration 13Q (6521.440610 sec): 3 clusters Score: Raw -440416.453711 + Penalty 1621.656291 = -438794.797420 nChanged 4 SP:Iteration 14Q (6521.489284 sec): 3 clusters Score: Raw -440419.704384 + Penalty 1621.656291 = -438798.048093 nChanged 4 SP:Iteration 15Q (6521.538543 sec): 3 clusters Score: Raw -440424.337739 + Penalty 1621.656291 = -438802.681448 nChanged 6 SP:Iteration 16Q (6521.588519 sec): 3 clusters Score: Raw -440428.561026 + Penalty 1621.656291 = -438806.904736 nChanged 3 SP:Iteration 17Q (6521.638915 sec): 3 clusters Score: Raw -440429.906320 + Penalty 1621.656291 = -438808.250030 nChanged 0 SP:Iteration 18F (6521.691853 sec): 3 clusters Score: Raw -440429.906320 + Penalty 1621.656291 = -438808.250030 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6521.728867 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6521.793049 sec): 3 clusters Score: Raw -1311921.489417 + Penalty 1810.884973 = -1310110.604443 nChanged 6328 SP:Iteration 1F (6521.852930 sec): 3 clusters Score: Raw -1315488.710997 + Penalty 1810.884973 = -1313677.826023 nChanged 697 SP:Iteration 2F (6521.908784 sec): 3 clusters Score: Raw -1315749.758320 + Penalty 1810.884973 = -1313938.873346 nChanged 679 SP:Iteration 3Q (6521.982769 sec): 3 clusters Score: Raw -1316016.694039 + Penalty 1810.884973 = -1314205.809065 nChanged 659 SP:Iteration 4Q (6522.042278 sec): 3 clusters Score: Raw -1316315.558832 + Penalty 1810.884973 = -1314504.673859 nChanged 745 SP:Iteration 5F (6522.105932 sec): 3 clusters Score: Raw -1316750.992495 + Penalty 1810.884973 = -1314940.107521 nChanged 823 SP:Iteration 6F (6522.160301 sec): 3 clusters Score: Raw -1317308.870010 + Penalty 1810.884973 = -1315497.985037 nChanged 840 SP:Iteration 7F (6522.226697 sec): 3 clusters Score: Raw -1317963.576706 + Penalty 1810.884973 = -1316152.691732 nChanged 763 SP:Iteration 8F (6522.278111 sec): 3 clusters Score: Raw -1318593.482363 + Penalty 1810.884973 = -1316782.597390 nChanged 652 SP:Iteration 9Q (6522.349485 sec): 3 clusters Score: Raw -1319140.282862 + Penalty 1810.884973 = -1317329.397889 nChanged 502 SP:Iteration 10Q (6522.415429 sec): 3 clusters Score: Raw -1319546.464110 + Penalty 1810.884973 = -1317735.579136 nChanged 334 SP:Iteration 11Q (6522.468557 sec): 3 clusters Score: Raw -1319819.894389 + Penalty 1810.884973 = -1318009.009416 nChanged 217 SP:Iteration 12Q (6522.529058 sec): 3 clusters Score: Raw -1319996.986604 + Penalty 1810.884973 = -1318186.101630 nChanged 142 SP:Iteration 13Q (6522.586523 sec): 3 clusters Score: Raw -1320100.101041 + Penalty 1810.884973 = -1318289.216067 nChanged 103 SP:Iteration 14Q (6522.642420 sec): 3 clusters Score: Raw -1320172.602528 + Penalty 1810.884973 = -1318361.717555 nChanged 64 SP:Iteration 15Q (6522.707848 sec): 3 clusters Score: Raw -1320220.798692 + Penalty 1810.884973 = -1318409.913719 nChanged 53 SP:Iteration 16Q (6522.756300 sec): 3 clusters Score: Raw -1320252.155611 + Penalty 1810.884973 = -1318441.270637 nChanged 40 SP:Iteration 17Q (6522.824669 sec): 3 clusters Score: Raw -1320278.301594 + Penalty 1810.884973 = -1318467.416620 nChanged 37 SP:Iteration 18Q (6522.883950 sec): 3 clusters Score: Raw -1320302.262043 + Penalty 1810.884973 = -1318491.377069 nChanged 30 SP:Iteration 19Q (6522.941678 sec): 3 clusters Score: Raw -1320327.375690 + Penalty 1810.884973 = -1318516.490716 nChanged 21 SP:Iteration 20F (6523.005298 sec): 3 clusters Score: Raw -1320342.985891 + Penalty 1810.884973 = -1318532.100918 nChanged 15 SP:Iteration 21Q (6523.067043 sec): 3 clusters Score: Raw -1320350.087883 + Penalty 1810.884973 = -1318539.202909 nChanged 7 SP:Iteration 22Q (6523.129004 sec): 3 clusters Score: Raw -1320352.232184 + Penalty 1810.884973 = -1318541.347211 nChanged 5 SP:Iteration 23Q (6523.177024 sec): 3 clusters Score: Raw -1320354.493323 + Penalty 1810.884973 = -1318543.608350 nChanged 5 SP:Iteration 24Q (6523.238746 sec): 3 clusters Score: Raw -1320357.432582 + Penalty 1810.884973 = -1318546.547609 nChanged 5 SP:Iteration 25Q (6523.305158 sec): 3 clusters Score: Raw -1320360.374550 + Penalty 1810.884973 = -1318549.489577 nChanged 6 SP:Iteration 26Q (6523.351788 sec): 3 clusters Score: Raw -1320362.869988 + Penalty 1810.884973 = -1318551.985014 nChanged 3 SP:Iteration 27Q (6523.418417 sec): 3 clusters Score: Raw -1320363.751211 + Penalty 1810.884973 = -1318552.866237 nChanged 3 SP:Iteration 28Q (6523.478405 sec): 3 clusters Score: Raw -1320365.095900 + Penalty 1810.884973 = -1318554.210926 nChanged 1 SP:Iteration 29Q (6523.535284 sec): 3 clusters Score: Raw -1320366.474818 + Penalty 1810.884973 = -1318555.589845 nChanged 3 SP:Iteration 30Q (6523.593236 sec): 3 clusters Score: Raw -1320369.064193 + Penalty 1810.884973 = -1318558.179219 nChanged 1 SP:Iteration 31Q (6523.641976 sec): 3 clusters Score: Raw -1320369.141969 + Penalty 1810.884973 = -1318558.256996 nChanged 0 SP:Iteration 32F (6523.709865 sec): 3 clusters Score: Raw -1320369.141969 + Penalty 1810.884973 = -1318558.256996 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6523.728396 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6523.786862 sec): 3 clusters Score: Raw -299927.519849 + Penalty 1540.981175 = -298386.538674 nChanged 1402 SP:Iteration 1F (6523.828017 sec): 3 clusters Score: Raw -300802.568812 + Penalty 1540.981175 = -299261.587637 nChanged 267 SP:Iteration 2F (6523.880057 sec): 3 clusters Score: Raw -300990.464264 + Penalty 1540.981175 = -299449.483089 nChanged 206 SP:Iteration 3F (6523.924127 sec): 3 clusters Score: Raw -301175.650647 + Penalty 1540.981175 = -299634.669472 nChanged 216 SP:Iteration 4F (6523.936486 sec): 3 clusters Score: Raw -301372.793908 + Penalty 1540.981175 = -299831.812733 nChanged 171 SP:Iteration 5F (6523.948384 sec): 3 clusters Score: Raw -301546.028427 + Penalty 1540.981175 = -300005.047252 nChanged 151 SP:Iteration 6Q (6523.960315 sec): 3 clusters Score: Raw -301708.622554 + Penalty 1540.981175 = -300167.641379 nChanged 137 SP:Iteration 7Q (6523.972097 sec): 3 clusters Score: Raw -301812.692042 + Penalty 1540.981175 = -300271.710867 nChanged 106 SP:Iteration 8Q (6524.001135 sec): 3 clusters Score: Raw -301892.909679 + Penalty 1540.981175 = -300351.928504 nChanged 103 SP:Iteration 9Q (6524.012931 sec): 3 clusters Score: Raw -301969.301995 + Penalty 1540.981175 = -300428.320820 nChanged 95 SP:Iteration 10Q (6524.024712 sec): 3 clusters Score: Raw -302046.441451 + Penalty 1540.981175 = -300505.460276 nChanged 82 SP:Iteration 11Q (6524.036401 sec): 3 clusters Score: Raw -302108.520871 + Penalty 1540.981175 = -300567.539696 nChanged 72 SP:Iteration 12Q (6524.048004 sec): 3 clusters Score: Raw -302154.169074 + Penalty 1540.981175 = -300613.187899 nChanged 51 SP:Iteration 13Q (6524.105455 sec): 3 clusters Score: Raw -302188.546987 + Penalty 1540.981175 = -300647.565812 nChanged 40 SP:Iteration 14Q (6524.149068 sec): 3 clusters Score: Raw -302213.769282 + Penalty 1540.981175 = -300672.788107 nChanged 30 SP:Iteration 15Q (6524.197621 sec): 3 clusters Score: Raw -302231.702585 + Penalty 1540.981175 = -300690.721410 nChanged 22 SP:Iteration 16Q (6524.245300 sec): 3 clusters Score: Raw -302239.989071 + Penalty 1540.981175 = -300699.007896 nChanged 18 SP:Iteration 17Q (6524.289172 sec): 3 clusters Score: Raw -302247.061590 + Penalty 1540.981175 = -300706.080415 nChanged 18 SP:Iteration 18Q (6524.324430 sec): 3 clusters Score: Raw -302251.775805 + Penalty 1540.981175 = -300710.794629 nChanged 17 SP:Iteration 19Q (6524.371427 sec): 3 clusters Score: Raw -302258.127348 + Penalty 1540.981175 = -300717.146173 nChanged 11 SP:Iteration 20F (6524.427377 sec): 3 clusters Score: Raw -302261.384209 + Penalty 1540.981175 = -300720.403033 nChanged 10 SP:Iteration 21Q (6524.467604 sec): 3 clusters Score: Raw -302263.705250 + Penalty 1540.981175 = -300722.724075 nChanged 8 SP:Iteration 22Q (6524.513107 sec): 3 clusters Score: Raw -302265.110459 + Penalty 1540.981175 = -300724.129284 nChanged 6 SP:Iteration 23Q (6524.570301 sec): 3 clusters Score: Raw -302266.656558 + Penalty 1540.981175 = -300725.675383 nChanged 7 SP:Iteration 24Q (6524.622673 sec): 3 clusters Score: Raw -302267.632950 + Penalty 1540.981175 = -300726.651775 nChanged 3 SP:Iteration 25Q (6524.659185 sec): 3 clusters Score: Raw -302268.280691 + Penalty 1540.981175 = -300727.299516 nChanged 6 SP:Iteration 26Q (6524.719631 sec): 3 clusters Score: Raw -302269.764149 + Penalty 1540.981175 = -300728.782974 nChanged 5 SP:Iteration 27Q (6524.764808 sec): 3 clusters Score: Raw -302270.770596 + Penalty 1540.981175 = -300729.789421 nChanged 2 SP:Iteration 28Q (6524.814320 sec): 3 clusters Score: Raw -302270.996800 + Penalty 1540.981175 = -300730.015625 nChanged 2 SP:Iteration 29Q (6524.853038 sec): 3 clusters Score: Raw -302271.609585 + Penalty 1540.981175 = -300730.628410 nChanged 3 SP:Iteration 30Q (6524.909688 sec): 3 clusters Score: Raw -302272.474773 + Penalty 1540.981175 = -300731.493598 nChanged 4 SP:Iteration 31Q (6524.932481 sec): 3 clusters Score: Raw -302273.956424 + Penalty 1540.981175 = -300732.975249 nChanged 5 SP:Iteration 32Q (6524.944388 sec): 3 clusters Score: Raw -302274.737738 + Penalty 1540.981175 = -300733.756563 nChanged 4 SP:Iteration 33Q (6524.955773 sec): 3 clusters Score: Raw -302275.399336 + Penalty 1540.981175 = -300734.418161 nChanged 4 SP:Iteration 34Q (6524.967185 sec): 3 clusters Score: Raw -302276.101501 + Penalty 1540.981175 = -300735.120326 nChanged 3 SP:Iteration 35Q (6524.978682 sec): 3 clusters Score: Raw -302276.453439 + Penalty 1540.981175 = -300735.472264 nChanged 2 SP:Iteration 36Q (6524.990070 sec): 3 clusters Score: Raw -302276.718247 + Penalty 1540.981175 = -300735.737072 nChanged 4 SP:Iteration 37Q (6525.001548 sec): 3 clusters Score: Raw -302277.752729 + Penalty 1540.981175 = -300736.771554 nChanged 6 SP:Iteration 38Q (6525.013046 sec): 3 clusters Score: Raw -302278.989620 + Penalty 1540.981175 = -300738.008445 nChanged 5 SP:Iteration 39Q (6525.031316 sec): 3 clusters Score: Raw -302280.192541 + Penalty 1540.981175 = -300739.211366 nChanged 6 SP:Iteration 40F (6525.039214 sec): 3 clusters Score: Raw -302281.624727 + Penalty 1540.981175 = -300740.643552 nChanged 10 SP:Iteration 41Q (6525.050741 sec): 3 clusters Score: Raw -302284.931504 + Penalty 1540.981175 = -300743.950329 nChanged 11 SP:Iteration 42Q (6525.062230 sec): 3 clusters Score: Raw -302288.309677 + Penalty 1540.981175 = -300747.328502 nChanged 4 SP:Iteration 43Q (6525.073578 sec): 3 clusters Score: Raw -302289.187107 + Penalty 1540.981175 = -300748.205932 nChanged 4 SP:Iteration 44Q (6525.085042 sec): 3 clusters Score: Raw -302290.212089 + Penalty 1540.981175 = -300749.230914 nChanged 4 SP:Iteration 45Q (6525.096400 sec): 3 clusters Score: Raw -302291.171980 + Penalty 1540.981175 = -300750.190805 nChanged 2 SP:Iteration 46Q (6525.107857 sec): 3 clusters Score: Raw -302291.717943 + Penalty 1540.981175 = -300750.736768 nChanged 2 SP:Iteration 47Q (6525.119289 sec): 3 clusters Score: Raw -302291.955889 + Penalty 1540.981175 = -300750.974714 nChanged 1 SP:Iteration 48Q (6525.166818 sec): 3 clusters Score: Raw -302292.021476 + Penalty 1540.981175 = -300751.040301 nChanged 3 SP:Iteration 49Q (6525.212255 sec): 3 clusters Score: Raw -302292.606110 + Penalty 1540.981175 = -300751.624935 nChanged 3 SP:Iteration 50Q (6525.265575 sec): 3 clusters Score: Raw -302292.986034 + Penalty 1540.981175 = -300752.004859 nChanged 0 SP:Iteration 51F (6525.310564 sec): 3 clusters Score: Raw -302292.986034 + Penalty 1540.981175 = -300752.004859 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6525.344973 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6525.383662 sec): 3 clusters Score: Raw -402230.673777 + Penalty 1592.068802 = -400638.604975 nChanged 1825 SP:Iteration 1F (6525.447074 sec): 3 clusters Score: Raw -403205.592208 + Penalty 1592.068802 = -401613.523406 nChanged 301 SP:Iteration 2F (6525.488206 sec): 3 clusters Score: Raw -403364.989701 + Penalty 1592.068802 = -401772.920899 nChanged 238 SP:Iteration 3F (6525.540074 sec): 3 clusters Score: Raw -403482.619829 + Penalty 1592.068802 = -401890.551027 nChanged 218 SP:Iteration 4F (6525.589237 sec): 3 clusters Score: Raw -403610.525225 + Penalty 1592.068802 = -402018.456423 nChanged 232 SP:Iteration 5F (6525.641229 sec): 3 clusters Score: Raw -403750.324400 + Penalty 1592.068802 = -402158.255598 nChanged 227 SP:Iteration 6F (6525.690281 sec): 3 clusters Score: Raw -403888.062846 + Penalty 1592.068802 = -402295.994044 nChanged 210 SP:Iteration 7Q (6525.736037 sec): 3 clusters Score: Raw -404034.366304 + Penalty 1592.068802 = -402442.297502 nChanged 209 SP:Iteration 8Q (6525.771440 sec): 3 clusters Score: Raw -404203.496069 + Penalty 1592.068802 = -402611.427267 nChanged 181 SP:Iteration 9Q (6525.828432 sec): 3 clusters Score: Raw -404344.348356 + Penalty 1592.068802 = -402752.279554 nChanged 147 SP:Iteration 10Q (6525.872167 sec): 3 clusters Score: Raw -404472.529839 + Penalty 1592.068802 = -402880.461037 nChanged 118 SP:Iteration 11Q (6525.930811 sec): 3 clusters Score: Raw -404577.492061 + Penalty 1592.068802 = -402985.423259 nChanged 84 SP:Iteration 12Q (6525.981059 sec): 3 clusters Score: Raw -404649.211801 + Penalty 1592.068802 = -403057.142999 nChanged 58 SP:Iteration 13Q (6526.030351 sec): 3 clusters Score: Raw -404696.540826 + Penalty 1592.068802 = -403104.472024 nChanged 47 SP:Iteration 14Q (6526.084062 sec): 3 clusters Score: Raw -404730.821926 + Penalty 1592.068802 = -403138.753124 nChanged 34 SP:Iteration 15Q (6526.132665 sec): 3 clusters Score: Raw -404752.704739 + Penalty 1592.068802 = -403160.635937 nChanged 24 SP:Iteration 16Q (6526.181743 sec): 3 clusters Score: Raw -404769.288180 + Penalty 1592.068802 = -403177.219378 nChanged 17 SP:Iteration 17Q (6526.234393 sec): 3 clusters Score: Raw -404784.325166 + Penalty 1592.068802 = -403192.256364 nChanged 13 SP:Iteration 18Q (6526.285017 sec): 3 clusters Score: Raw -404797.163851 + Penalty 1592.068802 = -403205.095049 nChanged 10 SP:Iteration 19Q (6526.334855 sec): 3 clusters Score: Raw -404803.575935 + Penalty 1592.068802 = -403211.507133 nChanged 4 SP:Iteration 20F (6526.385439 sec): 3 clusters Score: Raw -404807.199892 + Penalty 1592.068802 = -403215.131090 nChanged 5 SP:Iteration 21Q (6526.437553 sec): 3 clusters Score: Raw -404810.964154 + Penalty 1592.068802 = -403218.895352 nChanged 6 SP:Iteration 22Q (6526.484926 sec): 3 clusters Score: Raw -404817.103942 + Penalty 1592.068802 = -403225.035140 nChanged 5 SP:Iteration 23Q (6526.534533 sec): 3 clusters Score: Raw -404822.657680 + Penalty 1592.068802 = -403230.588878 nChanged 8 SP:Iteration 24Q (6526.576657 sec): 3 clusters Score: Raw -404831.827683 + Penalty 1592.068802 = -403239.758881 nChanged 8 SP:Iteration 25Q (6526.628647 sec): 3 clusters Score: Raw -404839.529861 + Penalty 1592.068802 = -403247.461059 nChanged 6 SP:Iteration 26Q (6526.690725 sec): 3 clusters Score: Raw -404844.526012 + Penalty 1592.068802 = -403252.457210 nChanged 7 SP:Iteration 27Q (6526.732967 sec): 3 clusters Score: Raw -404853.397917 + Penalty 1592.068802 = -403261.329115 nChanged 4 SP:Iteration 28Q (6526.794777 sec): 3 clusters Score: Raw -404857.169956 + Penalty 1592.068802 = -403265.101154 nChanged 1 SP:Iteration 29Q (6526.832614 sec): 3 clusters Score: Raw -404857.654026 + Penalty 1592.068802 = -403265.585224 nChanged 1 SP:Iteration 30Q (6526.884345 sec): 3 clusters Score: Raw -404860.584345 + Penalty 1592.068802 = -403268.515543 nChanged 1 SP:Iteration 31Q (6526.936249 sec): 3 clusters Score: Raw -404863.526865 + Penalty 1592.068802 = -403271.458063 nChanged 2 SP:Iteration 32Q (6526.987920 sec): 3 clusters Score: Raw -404865.048448 + Penalty 1592.068802 = -403272.979646 nChanged 0 SP:Iteration 33F (6527.040234 sec): 3 clusters Score: Raw -404865.048448 + Penalty 1592.068802 = -403272.979646 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6527.065444 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6527.115569 sec): 3 clusters Score: Raw -72095.015967 + Penalty 1277.299661 = -70817.716306 nChanged 295 SP:Iteration 1F (6527.165294 sec): 3 clusters Score: Raw -72307.936616 + Penalty 1277.299661 = -71030.636955 nChanged 64 SP:Iteration 2F (6527.214348 sec): 3 clusters Score: Raw -72364.617925 + Penalty 1277.299661 = -71087.318264 nChanged 38 SP:Iteration 3Q (6527.258722 sec): 3 clusters Score: Raw -72396.768797 + Penalty 1277.299661 = -71119.469136 nChanged 28 SP:Iteration 4Q (6527.320408 sec): 3 clusters Score: Raw -72422.597962 + Penalty 1277.299661 = -71145.298301 nChanged 27 SP:Iteration 5Q (6527.358439 sec): 3 clusters Score: Raw -72443.737782 + Penalty 1277.299661 = -71166.438121 nChanged 24 SP:Iteration 6Q (6527.419808 sec): 3 clusters Score: Raw -72468.013795 + Penalty 1277.299661 = -71190.714134 nChanged 24 SP:Iteration 7Q (6527.458338 sec): 3 clusters Score: Raw -72485.745438 + Penalty 1277.299661 = -71208.445776 nChanged 16 SP:Iteration 8Q (6527.503317 sec): 3 clusters Score: Raw -72494.184598 + Penalty 1277.299661 = -71216.884937 nChanged 14 SP:Iteration 9Q (6527.565316 sec): 3 clusters Score: Raw -72502.762971 + Penalty 1277.299661 = -71225.463310 nChanged 14 SP:Iteration 10Q (6527.603262 sec): 3 clusters Score: Raw -72512.065912 + Penalty 1277.299661 = -71234.766251 nChanged 11 SP:Iteration 11Q (6527.652208 sec): 3 clusters Score: Raw -72518.417624 + Penalty 1277.299661 = -71241.117963 nChanged 1 SP:Iteration 12Q (6527.692475 sec): 3 clusters Score: Raw -72518.598007 + Penalty 1277.299661 = -71241.298346 nChanged 0 SP:Iteration 13F (6527.743105 sec): 3 clusters Score: Raw -72518.598007 + Penalty 1277.299661 = -71241.298346 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6527.795935 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6527.868395 sec): 3 clusters Score: Raw -1882385.021111 + Penalty 1878.385535 = -1880506.635575 nChanged 9107 SP:Iteration 1F (6527.933956 sec): 3 clusters Score: Raw -1887635.254453 + Penalty 1878.385535 = -1885756.868918 nChanged 1095 SP:Iteration 2F (6528.005965 sec): 3 clusters Score: Raw -1888309.098800 + Penalty 1878.385535 = -1886430.713265 nChanged 1263 SP:Iteration 3F (6528.066011 sec): 3 clusters Score: Raw -1889157.808023 + Penalty 1878.385535 = -1887279.422488 nChanged 1323 SP:Iteration 4F (6528.131892 sec): 3 clusters Score: Raw -1890080.795098 + Penalty 1878.385535 = -1888202.409563 nChanged 1354 SP:Iteration 5F (6528.193993 sec): 3 clusters Score: Raw -1891062.638928 + Penalty 1878.385535 = -1889184.253392 nChanged 1342 SP:Iteration 6F (6528.262966 sec): 3 clusters Score: Raw -1892047.669864 + Penalty 1878.385535 = -1890169.284329 nChanged 1174 SP:Iteration 7F (6528.332233 sec): 3 clusters Score: Raw -1892820.858926 + Penalty 1878.385535 = -1890942.473391 nChanged 843 SP:Iteration 8Q (6528.404512 sec): 3 clusters Score: Raw -1893281.267263 + Penalty 1878.385535 = -1891402.881728 nChanged 638 SP:Iteration 9Q (6528.476124 sec): 3 clusters Score: Raw -1893546.894855 + Penalty 1878.385535 = -1891668.509320 nChanged 431 SP:Iteration 10Q (6528.547422 sec): 3 clusters Score: Raw -1893703.067829 + Penalty 1878.385535 = -1891824.682294 nChanged 345 SP:Iteration 11Q (6528.615684 sec): 3 clusters Score: Raw -1893833.011865 + Penalty 1878.385535 = -1891954.626330 nChanged 311 SP:Iteration 12Q (6528.682005 sec): 3 clusters Score: Raw -1893944.241339 + Penalty 1878.385535 = -1892065.855804 nChanged 256 SP:Iteration 13Q (6528.748158 sec): 3 clusters Score: Raw -1894038.595986 + Penalty 1878.385535 = -1892160.210450 nChanged 247 SP:Iteration 14Q (6528.814797 sec): 3 clusters Score: Raw -1894118.141764 + Penalty 1878.385535 = -1892239.756228 nChanged 206 SP:Iteration 15Q (6528.880230 sec): 3 clusters Score: Raw -1894184.686304 + Penalty 1878.385535 = -1892306.300769 nChanged 211 SP:Iteration 16Q (6528.945690 sec): 3 clusters Score: Raw -1894250.598552 + Penalty 1878.385535 = -1892372.213016 nChanged 208 SP:Iteration 17Q (6529.012374 sec): 3 clusters Score: Raw -1894312.084900 + Penalty 1878.385535 = -1892433.699364 nChanged 188 SP:Iteration 18Q (6529.084247 sec): 3 clusters Score: Raw -1894370.470770 + Penalty 1878.385535 = -1892492.085234 nChanged 186 SP:Iteration 19Q (6529.154840 sec): 3 clusters Score: Raw -1894430.119998 + Penalty 1878.385535 = -1892551.734462 nChanged 164 SP:Iteration 20F (6529.226822 sec): 3 clusters Score: Raw -1894477.863555 + Penalty 1878.385535 = -1892599.478019 nChanged 146 SP:Iteration 21Q (6529.297171 sec): 3 clusters Score: Raw -1894523.558930 + Penalty 1878.385535 = -1892645.173395 nChanged 146 SP:Iteration 22Q (6529.367363 sec): 3 clusters Score: Raw -1894566.335644 + Penalty 1878.385535 = -1892687.950109 nChanged 130 SP:Iteration 23Q (6529.428707 sec): 3 clusters Score: Raw -1894598.327225 + Penalty 1878.385535 = -1892719.941689 nChanged 117 SP:Iteration 24Q (6529.502862 sec): 3 clusters Score: Raw -1894623.225667 + Penalty 1878.385535 = -1892744.840132 nChanged 90 SP:Iteration 25Q (6529.568036 sec): 3 clusters Score: Raw -1894640.756572 + Penalty 1878.385535 = -1892762.371036 nChanged 86 SP:Iteration 26Q (6529.640729 sec): 3 clusters Score: Raw -1894655.167039 + Penalty 1878.385535 = -1892776.781504 nChanged 78 SP:Iteration 27Q (6529.709133 sec): 3 clusters Score: Raw -1894667.243246 + Penalty 1878.385535 = -1892788.857710 nChanged 64 SP:Iteration 28Q (6529.768385 sec): 3 clusters Score: Raw -1894676.253116 + Penalty 1878.385535 = -1892797.867581 nChanged 63 SP:Iteration 29Q (6529.843640 sec): 3 clusters Score: Raw -1894683.601230 + Penalty 1878.385535 = -1892805.215695 nChanged 52 SP:Iteration 30Q (6529.908795 sec): 3 clusters Score: Raw -1894690.605048 + Penalty 1878.385535 = -1892812.219513 nChanged 57 SP:Iteration 31Q (6529.977100 sec): 3 clusters Score: Raw -1894698.787967 + Penalty 1878.385535 = -1892820.402432 nChanged 51 SP:Iteration 32Q (6530.055087 sec): 3 clusters Score: Raw -1894706.575430 + Penalty 1878.385535 = -1892828.189895 nChanged 57 SP:Iteration 33Q (6530.115017 sec): 3 clusters Score: Raw -1894713.414380 + Penalty 1878.385535 = -1892835.028845 nChanged 47 SP:Iteration 34Q (6530.195647 sec): 3 clusters Score: Raw -1894719.375253 + Penalty 1878.385535 = -1892840.989718 nChanged 56 SP:Iteration 35Q (6530.262893 sec): 3 clusters Score: Raw -1894726.966738 + Penalty 1878.385535 = -1892848.581202 nChanged 77 SP:Iteration 36Q (6530.335081 sec): 3 clusters Score: Raw -1894738.266282 + Penalty 1878.385535 = -1892859.880747 nChanged 70 SP:Iteration 37Q (6530.399388 sec): 3 clusters Score: Raw -1894749.497319 + Penalty 1878.385535 = -1892871.111783 nChanged 66 SP:Iteration 38Q (6530.470035 sec): 3 clusters Score: Raw -1894759.159723 + Penalty 1878.385535 = -1892880.774187 nChanged 61 SP:Iteration 39Q (6530.548812 sec): 3 clusters Score: Raw -1894767.696016 + Penalty 1878.385535 = -1892889.310481 nChanged 61 SP:Iteration 40F (6530.621221 sec): 3 clusters Score: Raw -1894775.455708 + Penalty 1878.385535 = -1892897.070173 nChanged 58 SP:Iteration 41Q (6530.692495 sec): 3 clusters Score: Raw -1894782.399274 + Penalty 1878.385535 = -1892904.013738 nChanged 53 SP:Iteration 42Q (6530.762815 sec): 3 clusters Score: Raw -1894788.915689 + Penalty 1878.385535 = -1892910.530154 nChanged 52 SP:Iteration 43Q (6530.825025 sec): 3 clusters Score: Raw -1894796.375734 + Penalty 1878.385535 = -1892917.990199 nChanged 64 SP:Iteration 44Q (6530.893890 sec): 3 clusters Score: Raw -1894805.140524 + Penalty 1878.385535 = -1892926.754989 nChanged 51 SP:Iteration 45Q (6530.968490 sec): 3 clusters Score: Raw -1894811.446105 + Penalty 1878.385535 = -1892933.060569 nChanged 56 SP:Iteration 46Q (6531.039948 sec): 3 clusters Score: Raw -1894820.324411 + Penalty 1878.385535 = -1892941.938876 nChanged 55 SP:Iteration 47Q (6531.098355 sec): 3 clusters Score: Raw -1894829.238250 + Penalty 1878.385535 = -1892950.852714 nChanged 51 SP:Iteration 48Q (6531.172481 sec): 3 clusters Score: Raw -1894839.142618 + Penalty 1878.385535 = -1892960.757083 nChanged 53 SP:Iteration 49Q (6531.228335 sec): 3 clusters Score: Raw -1894846.819483 + Penalty 1878.385535 = -1892968.433948 nChanged 45 SP:Iteration 50Q (6531.293641 sec): 3 clusters Score: Raw -1894855.722794 + Penalty 1878.385535 = -1892977.337258 nChanged 60 SP:Iteration 51Q (6531.361570 sec): 3 clusters Score: Raw -1894867.834208 + Penalty 1878.385535 = -1892989.448673 nChanged 63 SP:Iteration 52Q (6531.435331 sec): 3 clusters Score: Raw -1894880.579843 + Penalty 1878.385535 = -1893002.194308 nChanged 56 SP:Iteration 53Q (6531.496644 sec): 3 clusters Score: Raw -1894890.203986 + Penalty 1878.385535 = -1893011.818451 nChanged 51 SP:Iteration 54Q (6531.560944 sec): 3 clusters Score: Raw -1894898.704116 + Penalty 1878.385535 = -1893020.318580 nChanged 45 SP:Iteration 55Q (6531.625664 sec): 3 clusters Score: Raw -1894907.030737 + Penalty 1878.385535 = -1893028.645202 nChanged 45 SP:Iteration 56Q (6531.703045 sec): 3 clusters Score: Raw -1894914.856715 + Penalty 1878.385535 = -1893036.471179 nChanged 50 SP:Iteration 57Q (6531.766742 sec): 3 clusters Score: Raw -1894924.477416 + Penalty 1878.385535 = -1893046.091881 nChanged 54 SP:Iteration 58Q (6531.838273 sec): 3 clusters Score: Raw -1894934.335176 + Penalty 1878.385535 = -1893055.949641 nChanged 46 SP:Iteration 59Q (6531.917944 sec): 3 clusters Score: Raw -1894943.883493 + Penalty 1878.385535 = -1893065.497958 nChanged 52 SP:Iteration 60F (6531.991998 sec): 3 clusters Score: Raw -1894954.925584 + Penalty 1878.385535 = -1893076.540049 nChanged 45 SP:Iteration 61Q (6532.056302 sec): 3 clusters Score: Raw -1894962.838724 + Penalty 1878.385535 = -1893084.453189 nChanged 44 SP:Iteration 62Q (6532.119072 sec): 3 clusters Score: Raw -1894971.490622 + Penalty 1878.385535 = -1893093.105087 nChanged 47 SP:Iteration 63Q (6532.183137 sec): 3 clusters Score: Raw -1894982.002943 + Penalty 1878.385535 = -1893103.617408 nChanged 51 SP:Iteration 64Q (6532.254093 sec): 3 clusters Score: Raw -1894990.174812 + Penalty 1878.385535 = -1893111.789276 nChanged 38 SP:Iteration 65Q (6532.324919 sec): 3 clusters Score: Raw -1894996.942364 + Penalty 1878.385535 = -1893118.556829 nChanged 32 SP:Iteration 66Q (6532.385185 sec): 3 clusters Score: Raw -1895002.682562 + Penalty 1878.385535 = -1893124.297027 nChanged 35 SP:Iteration 67Q (6532.420907 sec): 3 clusters Score: Raw -1895008.263557 + Penalty 1878.385535 = -1893129.878022 nChanged 29 SP:Iteration 68Q (6532.455124 sec): 3 clusters Score: Raw -1895012.318911 + Penalty 1878.385535 = -1893133.933376 nChanged 24 SP:Iteration 69Q (6532.489539 sec): 3 clusters Score: Raw -1895015.449823 + Penalty 1878.385535 = -1893137.064288 nChanged 17 SP:Iteration 70Q (6532.523797 sec): 3 clusters Score: Raw -1895017.226768 + Penalty 1878.385535 = -1893138.841232 nChanged 21 SP:Iteration 71Q (6532.556581 sec): 3 clusters Score: Raw -1895019.981162 + Penalty 1878.385535 = -1893141.595627 nChanged 23 SP:Iteration 72Q (6532.630565 sec): 3 clusters Score: Raw -1895023.796452 + Penalty 1878.385535 = -1893145.410917 nChanged 23 SP:Iteration 73Q (6532.698042 sec): 3 clusters Score: Raw -1895027.598323 + Penalty 1878.385535 = -1893149.212788 nChanged 21 SP:Iteration 74Q (6532.760361 sec): 3 clusters Score: Raw -1895030.120793 + Penalty 1878.385535 = -1893151.735258 nChanged 21 SP:Iteration 75Q (6532.841276 sec): 3 clusters Score: Raw -1895032.857132 + Penalty 1878.385535 = -1893154.471596 nChanged 22 SP:Iteration 76Q (6532.902692 sec): 3 clusters Score: Raw -1895035.151951 + Penalty 1878.385535 = -1893156.766416 nChanged 11 SP:Iteration 77Q (6532.975221 sec): 3 clusters Score: Raw -1895035.965131 + Penalty 1878.385535 = -1893157.579595 nChanged 8 SP:Iteration 78Q (6533.055539 sec): 3 clusters Score: Raw -1895036.756124 + Penalty 1878.385535 = -1893158.370589 nChanged 9 SP:Iteration 79Q (6533.125462 sec): 3 clusters Score: Raw -1895037.562389 + Penalty 1878.385535 = -1893159.176854 nChanged 7 SP:Iteration 80F (6533.198740 sec): 3 clusters Score: Raw -1895037.953339 + Penalty 1878.385535 = -1893159.567804 nChanged 6 SP:Iteration 81Q (6533.256292 sec): 3 clusters Score: Raw -1895038.336862 + Penalty 1878.385535 = -1893159.951327 nChanged 5 SP:Iteration 82Q (6533.335114 sec): 3 clusters Score: Raw -1895038.731864 + Penalty 1878.385535 = -1893160.346329 nChanged 2 SP:Iteration 83Q (6533.397909 sec): 3 clusters Score: Raw -1895038.873730 + Penalty 1878.385535 = -1893160.488195 nChanged 3 SP:Iteration 84Q (6533.475030 sec): 3 clusters Score: Raw -1895039.163214 + Penalty 1878.385535 = -1893160.777678 nChanged 6 SP:Iteration 85Q (6533.539218 sec): 3 clusters Score: Raw -1895040.002602 + Penalty 1878.385535 = -1893161.617067 nChanged 11 SP:Iteration 86Q (6533.617177 sec): 3 clusters Score: Raw -1895041.025045 + Penalty 1878.385535 = -1893162.639510 nChanged 10 SP:Iteration 87Q (6533.687775 sec): 3 clusters Score: Raw -1895041.858572 + Penalty 1878.385535 = -1893163.473037 nChanged 8 SP:Iteration 88Q (6533.759123 sec): 3 clusters Score: Raw -1895043.060601 + Penalty 1878.385535 = -1893164.675065 nChanged 12 SP:Iteration 89Q (6533.830165 sec): 3 clusters Score: Raw -1895043.978056 + Penalty 1878.385535 = -1893165.592521 nChanged 11 SP:Iteration 90Q (6533.900375 sec): 3 clusters Score: Raw -1895044.864393 + Penalty 1878.385535 = -1893166.478858 nChanged 6 SP:Iteration 91Q (6533.970127 sec): 3 clusters Score: Raw -1895045.782991 + Penalty 1878.385535 = -1893167.397456 nChanged 8 SP:Iteration 92Q (6534.041595 sec): 3 clusters Score: Raw -1895046.641919 + Penalty 1878.385535 = -1893168.256384 nChanged 6 SP:Iteration 93Q (6534.102368 sec): 3 clusters Score: Raw -1895047.381064 + Penalty 1878.385535 = -1893168.995529 nChanged 5 SP:Iteration 94Q (6534.169412 sec): 3 clusters Score: Raw -1895047.934737 + Penalty 1878.385535 = -1893169.549202 nChanged 3 SP:Iteration 95Q (6534.231236 sec): 3 clusters Score: Raw -1895048.159741 + Penalty 1878.385535 = -1893169.774206 nChanged 3 SP:Iteration 96Q (6534.297320 sec): 3 clusters Score: Raw -1895048.344372 + Penalty 1878.385535 = -1893169.958837 nChanged 2 SP:Iteration 97Q (6534.356993 sec): 3 clusters Score: Raw -1895048.455560 + Penalty 1878.385535 = -1893170.070025 nChanged 2 SP:Iteration 98Q (6534.425593 sec): 3 clusters Score: Raw -1895048.672583 + Penalty 1878.385535 = -1893170.287048 nChanged 2 SP:Iteration 99Q (6534.498305 sec): 3 clusters Score: Raw -1895048.788140 + Penalty 1878.385535 = -1893170.402604 nChanged 2 SP:Iteration 100F (6534.572375 sec): 3 clusters Score: Raw -1895048.978459 + Penalty 1878.385535 = -1893170.592923 nChanged 5 SP:Iteration 101Q (6534.630044 sec): 3 clusters Score: Raw -1895049.277111 + Penalty 1878.385535 = -1893170.891576 nChanged 3 SP:Iteration 102Q (6534.708973 sec): 3 clusters Score: Raw -1895049.551054 + Penalty 1878.385535 = -1893171.165519 nChanged 2 SP:Iteration 103Q (6534.771237 sec): 3 clusters Score: Raw -1895049.697742 + Penalty 1878.385535 = -1893171.312207 nChanged 1 SP:Iteration 104Q (6534.844217 sec): 3 clusters Score: Raw -1895049.809233 + Penalty 1878.385535 = -1893171.423698 nChanged 2 SP:Iteration 105Q (6534.909464 sec): 3 clusters Score: Raw -1895049.992559 + Penalty 1878.385535 = -1893171.607024 nChanged 1 SP:Iteration 106Q (6534.981592 sec): 3 clusters Score: Raw -1895050.031998 + Penalty 1878.385535 = -1893171.646462 nChanged 0 SP:Iteration 107F (6535.054409 sec): 3 clusters Score: Raw -1895050.031998 + Penalty 1878.385535 = -1893171.646462 nChanged 0 Trying to split cluster 30 (12405 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6535.082309 sec): 2 clusters Score: Raw -1170896.199430 + Penalty 895.456215 = -1170000.743215 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6535.148855 sec): 3 clusters Score: Raw -1163430.865823 + Penalty 1790.912430 = -1161639.953393 nChanged 5607 SP:Iteration 1F (6535.212959 sec): 3 clusters Score: Raw -1166744.495041 + Penalty 1790.912430 = -1164953.582611 nChanged 746 SP:Iteration 2F (6535.276976 sec): 3 clusters Score: Raw -1167060.878067 + Penalty 1790.912430 = -1165269.965637 nChanged 659 SP:Iteration 3F (6535.341139 sec): 3 clusters Score: Raw -1167347.882438 + Penalty 1790.912430 = -1165556.970008 nChanged 641 SP:Iteration 4F (6535.400663 sec): 3 clusters Score: Raw -1167654.107002 + Penalty 1790.912430 = -1165863.194571 nChanged 648 SP:Iteration 5F (6535.467183 sec): 3 clusters Score: Raw -1168018.295671 + Penalty 1790.912430 = -1166227.383240 nChanged 698 SP:Iteration 6F (6535.516201 sec): 3 clusters Score: Raw -1168458.230080 + Penalty 1790.912430 = -1166667.317649 nChanged 654 SP:Iteration 7F (6535.575366 sec): 3 clusters Score: Raw -1168899.088879 + Penalty 1790.912430 = -1167108.176449 nChanged 602 SP:Iteration 8Q (6535.642640 sec): 3 clusters Score: Raw -1169261.173234 + Penalty 1790.912430 = -1167470.260803 nChanged 483 SP:Iteration 9Q (6535.698388 sec): 3 clusters Score: Raw -1169552.629607 + Penalty 1790.912430 = -1167761.717176 nChanged 417 SP:Iteration 10Q (6535.758403 sec): 3 clusters Score: Raw -1169769.520648 + Penalty 1790.912430 = -1167978.608218 nChanged 337 SP:Iteration 11Q (6535.822668 sec): 3 clusters Score: Raw -1169935.721765 + Penalty 1790.912430 = -1168144.809335 nChanged 257 SP:Iteration 12Q (6535.885255 sec): 3 clusters Score: Raw -1170063.998660 + Penalty 1790.912430 = -1168273.086230 nChanged 224 SP:Iteration 13Q (6535.941486 sec): 3 clusters Score: Raw -1170164.609000 + Penalty 1790.912430 = -1168373.696569 nChanged 217 SP:Iteration 14Q (6535.998787 sec): 3 clusters Score: Raw -1170263.098027 + Penalty 1790.912430 = -1168472.185596 nChanged 193 SP:Iteration 15Q (6536.060018 sec): 3 clusters Score: Raw -1170343.246621 + Penalty 1790.912430 = -1168552.334191 nChanged 172 SP:Iteration 16Q (6536.128441 sec): 3 clusters Score: Raw -1170414.942460 + Penalty 1790.912430 = -1168624.030029 nChanged 159 SP:Iteration 17Q (6536.187398 sec): 3 clusters Score: Raw -1170478.004421 + Penalty 1790.912430 = -1168687.091991 nChanged 138 SP:Iteration 18Q (6536.246132 sec): 3 clusters Score: Raw -1170535.949032 + Penalty 1790.912430 = -1168745.036602 nChanged 127 SP:Iteration 19Q (6536.302823 sec): 3 clusters Score: Raw -1170592.945928 + Penalty 1790.912430 = -1168802.033498 nChanged 106 SP:Iteration 20F (6536.361571 sec): 3 clusters Score: Raw -1170647.941081 + Penalty 1790.912430 = -1168857.028651 nChanged 85 SP:Iteration 21Q (6536.418929 sec): 3 clusters Score: Raw -1170691.926800 + Penalty 1790.912430 = -1168901.014369 nChanged 89 SP:Iteration 22Q (6536.474364 sec): 3 clusters Score: Raw -1170738.451851 + Penalty 1790.912430 = -1168947.539420 nChanged 71 SP:Iteration 23Q (6536.534528 sec): 3 clusters Score: Raw -1170781.042531 + Penalty 1790.912430 = -1168990.130101 nChanged 65 SP:Iteration 24Q (6536.595466 sec): 3 clusters Score: Raw -1170819.982086 + Penalty 1790.912430 = -1169029.069655 nChanged 52 SP:Iteration 25Q (6536.655658 sec): 3 clusters Score: Raw -1170846.001048 + Penalty 1790.912430 = -1169055.088618 nChanged 49 SP:Iteration 26Q (6536.716594 sec): 3 clusters Score: Raw -1170867.260520 + Penalty 1790.912430 = -1169076.348089 nChanged 38 SP:Iteration 27Q (6536.777777 sec): 3 clusters Score: Raw -1170887.271132 + Penalty 1790.912430 = -1169096.358702 nChanged 31 SP:Iteration 28Q (6536.850048 sec): 3 clusters Score: Raw -1170904.256137 + Penalty 1790.912430 = -1169113.343707 nChanged 25 SP:Iteration 29Q (6536.894186 sec): 3 clusters Score: Raw -1170918.769743 + Penalty 1790.912430 = -1169127.857313 nChanged 24 SP:Iteration 30Q (6536.964242 sec): 3 clusters Score: Raw -1170934.415312 + Penalty 1790.912430 = -1169143.502882 nChanged 23 SP:Iteration 31Q (6537.014432 sec): 3 clusters Score: Raw -1170945.081990 + Penalty 1790.912430 = -1169154.169560 nChanged 18 SP:Iteration 32Q (6537.070163 sec): 3 clusters Score: Raw -1170953.247660 + Penalty 1790.912430 = -1169162.335230 nChanged 17 SP:Iteration 33Q (6537.125595 sec): 3 clusters Score: Raw -1170960.237053 + Penalty 1790.912430 = -1169169.324623 nChanged 15 SP:Iteration 34Q (6537.182141 sec): 3 clusters Score: Raw -1170966.110752 + Penalty 1790.912430 = -1169175.198322 nChanged 9 SP:Iteration 35Q (6537.249477 sec): 3 clusters Score: Raw -1170970.613324 + Penalty 1790.912430 = -1169179.700894 nChanged 5 SP:Iteration 36Q (6537.295198 sec): 3 clusters Score: Raw -1170972.820181 + Penalty 1790.912430 = -1169181.907751 nChanged 11 SP:Iteration 37Q (6537.356822 sec): 3 clusters Score: Raw -1170977.246158 + Penalty 1790.912430 = -1169186.333728 nChanged 5 SP:Iteration 38Q (6537.415029 sec): 3 clusters Score: Raw -1170978.706333 + Penalty 1790.912430 = -1169187.793903 nChanged 3 SP:Iteration 39Q (6537.474282 sec): 3 clusters Score: Raw -1170979.357729 + Penalty 1790.912430 = -1169188.445298 nChanged 3 SP:Iteration 40F (6537.532949 sec): 3 clusters Score: Raw -1170980.215909 + Penalty 1790.912430 = -1169189.303479 nChanged 4 SP:Iteration 41Q (6537.593657 sec): 3 clusters Score: Raw -1170981.302146 + Penalty 1790.912430 = -1169190.389716 nChanged 3 SP:Iteration 42Q (6537.647149 sec): 3 clusters Score: Raw -1170982.826533 + Penalty 1790.912430 = -1169191.914103 nChanged 5 SP:Iteration 43Q (6537.718134 sec): 3 clusters Score: Raw -1170984.530412 + Penalty 1790.912430 = -1169193.617982 nChanged 3 SP:Iteration 44Q (6537.758170 sec): 3 clusters Score: Raw -1170985.105227 + Penalty 1790.912430 = -1169194.192796 nChanged 3 SP:Iteration 45Q (6537.816225 sec): 3 clusters Score: Raw -1170986.311415 + Penalty 1790.912430 = -1169195.398985 nChanged 4 SP:Iteration 46Q (6537.872768 sec): 3 clusters Score: Raw -1170988.212511 + Penalty 1790.912430 = -1169197.300081 nChanged 5 SP:Iteration 47Q (6537.936874 sec): 3 clusters Score: Raw -1170989.622428 + Penalty 1790.912430 = -1169198.709998 nChanged 4 SP:Iteration 48Q (6537.986017 sec): 3 clusters Score: Raw -1170990.792552 + Penalty 1790.912430 = -1169199.880122 nChanged 2 SP:Iteration 49Q (6538.055844 sec): 3 clusters Score: Raw -1170991.853936 + Penalty 1790.912430 = -1169200.941505 nChanged 2 SP:Iteration 50Q (6538.103292 sec): 3 clusters Score: Raw -1170992.238496 + Penalty 1790.912430 = -1169201.326065 nChanged 0 SP:Iteration 51F (6538.161840 sec): 3 clusters Score: Raw -1170992.238496 + Penalty 1790.912430 = -1169201.326065 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6538.202919 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6538.264987 sec): 3 clusters Score: Raw -845157.241356 + Penalty 1734.431695 = -843422.809660 nChanged 4111 SP:Iteration 1F (6538.323232 sec): 3 clusters Score: Raw -847349.524802 + Penalty 1734.431695 = -845615.093107 nChanged 483 SP:Iteration 2F (6538.368918 sec): 3 clusters Score: Raw -847546.563579 + Penalty 1734.431695 = -845812.131883 nChanged 451 SP:Iteration 3Q (6538.435458 sec): 3 clusters Score: Raw -847729.792412 + Penalty 1734.431695 = -845995.360716 nChanged 436 SP:Iteration 4Q (6538.485025 sec): 3 clusters Score: Raw -847947.675724 + Penalty 1734.431695 = -846213.244028 nChanged 452 SP:Iteration 5Q (6538.551392 sec): 3 clusters Score: Raw -848221.412942 + Penalty 1734.431695 = -846486.981247 nChanged 489 SP:Iteration 6F (6538.602133 sec): 3 clusters Score: Raw -848553.755615 + Penalty 1734.431695 = -846819.323920 nChanged 462 SP:Iteration 7F (6538.655464 sec): 3 clusters Score: Raw -848873.621630 + Penalty 1734.431695 = -847139.189935 nChanged 397 SP:Iteration 8Q (6538.704254 sec): 3 clusters Score: Raw -849115.606709 + Penalty 1734.431695 = -847381.175014 nChanged 342 SP:Iteration 9Q (6538.772877 sec): 3 clusters Score: Raw -849274.416782 + Penalty 1734.431695 = -847539.985087 nChanged 230 SP:Iteration 10Q (6538.818763 sec): 3 clusters Score: Raw -849344.663935 + Penalty 1734.431695 = -847610.232240 nChanged 143 SP:Iteration 11Q (6538.876562 sec): 3 clusters Score: Raw -849383.141436 + Penalty 1734.431695 = -847648.709740 nChanged 108 SP:Iteration 12Q (6538.934169 sec): 3 clusters Score: Raw -849413.242204 + Penalty 1734.431695 = -847678.810509 nChanged 95 SP:Iteration 13Q (6539.003655 sec): 3 clusters Score: Raw -849439.392318 + Penalty 1734.431695 = -847704.960622 nChanged 95 SP:Iteration 14Q (6539.054939 sec): 3 clusters Score: Raw -849463.228060 + Penalty 1734.431695 = -847728.796365 nChanged 80 SP:Iteration 15Q (6539.074843 sec): 3 clusters Score: Raw -849481.444060 + Penalty 1734.431695 = -847747.012365 nChanged 75 SP:Iteration 16Q (6539.143323 sec): 3 clusters Score: Raw -849500.648832 + Penalty 1734.431695 = -847766.217137 nChanged 80 SP:Iteration 17Q (6539.197616 sec): 3 clusters Score: Raw -849518.975975 + Penalty 1734.431695 = -847784.544280 nChanged 78 SP:Iteration 18Q (6539.244700 sec): 3 clusters Score: Raw -849536.316552 + Penalty 1734.431695 = -847801.884857 nChanged 68 SP:Iteration 19Q (6539.313374 sec): 3 clusters Score: Raw -849550.402778 + Penalty 1734.431695 = -847815.971083 nChanged 56 SP:Iteration 20F (6539.358171 sec): 3 clusters Score: Raw -849563.178746 + Penalty 1734.431695 = -847828.747051 nChanged 69 SP:Iteration 21Q (6539.418811 sec): 3 clusters Score: Raw -849577.658641 + Penalty 1734.431695 = -847843.226946 nChanged 69 SP:Iteration 22Q (6539.476408 sec): 3 clusters Score: Raw -849589.891892 + Penalty 1734.431695 = -847855.460196 nChanged 66 SP:Iteration 23Q (6539.532186 sec): 3 clusters Score: Raw -849601.811616 + Penalty 1734.431695 = -847867.379920 nChanged 64 SP:Iteration 24Q (6539.590928 sec): 3 clusters Score: Raw -849614.062000 + Penalty 1734.431695 = -847879.630304 nChanged 57 SP:Iteration 25Q (6539.638126 sec): 3 clusters Score: Raw -849623.993587 + Penalty 1734.431695 = -847889.561891 nChanged 55 SP:Iteration 26Q (6539.694810 sec): 3 clusters Score: Raw -849633.938750 + Penalty 1734.431695 = -847899.507055 nChanged 60 SP:Iteration 27Q (6539.747966 sec): 3 clusters Score: Raw -849647.725378 + Penalty 1734.431695 = -847913.293683 nChanged 71 SP:Iteration 28Q (6539.810771 sec): 3 clusters Score: Raw -849665.798080 + Penalty 1734.431695 = -847931.366385 nChanged 83 SP:Iteration 29Q (6539.854815 sec): 3 clusters Score: Raw -849688.957261 + Penalty 1734.431695 = -847954.525566 nChanged 83 SP:Iteration 30Q (6539.908863 sec): 3 clusters Score: Raw -849712.003386 + Penalty 1734.431695 = -847977.571691 nChanged 73 SP:Iteration 31Q (6539.968238 sec): 3 clusters Score: Raw -849731.764439 + Penalty 1734.431695 = -847997.332743 nChanged 87 SP:Iteration 32Q (6540.019593 sec): 3 clusters Score: Raw -849758.586833 + Penalty 1734.431695 = -848024.155138 nChanged 88 SP:Iteration 33Q (6540.079653 sec): 3 clusters Score: Raw -849780.827720 + Penalty 1734.431695 = -848046.396025 nChanged 77 SP:Iteration 34Q (6540.134852 sec): 3 clusters Score: Raw -849801.328180 + Penalty 1734.431695 = -848066.896485 nChanged 81 SP:Iteration 35Q (6540.188704 sec): 3 clusters Score: Raw -849826.188036 + Penalty 1734.431695 = -848091.756341 nChanged 90 SP:Iteration 36Q (6540.228336 sec): 3 clusters Score: Raw -849853.538202 + Penalty 1734.431695 = -848119.106507 nChanged 97 SP:Iteration 37Q (6540.290777 sec): 3 clusters Score: Raw -849888.879301 + Penalty 1734.431695 = -848154.447606 nChanged 111 SP:Iteration 38Q (6540.352442 sec): 3 clusters Score: Raw -849931.926996 + Penalty 1734.431695 = -848197.495301 nChanged 117 SP:Iteration 39Q (6540.408145 sec): 3 clusters Score: Raw -849986.088940 + Penalty 1734.431695 = -848251.657245 nChanged 121 SP:Iteration 40F (6540.461897 sec): 3 clusters Score: Raw -850038.452877 + Penalty 1734.431695 = -848304.021182 nChanged 115 SP:Iteration 41Q (6540.521111 sec): 3 clusters Score: Raw -850090.850845 + Penalty 1734.431695 = -848356.419149 nChanged 128 SP:Iteration 42Q (6540.575315 sec): 3 clusters Score: Raw -850149.236528 + Penalty 1734.431695 = -848414.804833 nChanged 112 SP:Iteration 43Q (6540.622661 sec): 3 clusters Score: Raw -850195.326097 + Penalty 1734.431695 = -848460.894401 nChanged 91 SP:Iteration 44Q (6540.674579 sec): 3 clusters Score: Raw -850230.189364 + Penalty 1734.431695 = -848495.757669 nChanged 97 SP:Iteration 45Q (6540.728718 sec): 3 clusters Score: Raw -850271.262096 + Penalty 1734.431695 = -848536.830400 nChanged 94 SP:Iteration 46Q (6540.785593 sec): 3 clusters Score: Raw -850314.138420 + Penalty 1734.431695 = -848579.706725 nChanged 85 SP:Iteration 47Q (6540.836772 sec): 3 clusters Score: Raw -850349.888686 + Penalty 1734.431695 = -848615.456991 nChanged 88 SP:Iteration 48Q (6540.898792 sec): 3 clusters Score: Raw -850391.398005 + Penalty 1734.431695 = -848656.966310 nChanged 81 SP:Iteration 49Q (6540.944715 sec): 3 clusters Score: Raw -850434.913101 + Penalty 1734.431695 = -848700.481406 nChanged 71 SP:Iteration 50Q (6540.992849 sec): 3 clusters Score: Raw -850479.606306 + Penalty 1734.431695 = -848745.174611 nChanged 65 SP:Iteration 51Q (6541.045266 sec): 3 clusters Score: Raw -850523.467688 + Penalty 1734.431695 = -848789.035992 nChanged 56 SP:Iteration 52Q (6541.102462 sec): 3 clusters Score: Raw -850559.604196 + Penalty 1734.431695 = -848825.172501 nChanged 52 SP:Iteration 53Q (6541.164481 sec): 3 clusters Score: Raw -850582.371737 + Penalty 1734.431695 = -848847.940041 nChanged 34 SP:Iteration 54Q (6541.216481 sec): 3 clusters Score: Raw -850601.442988 + Penalty 1734.431695 = -848867.011293 nChanged 27 SP:Iteration 55Q (6541.263688 sec): 3 clusters Score: Raw -850616.198596 + Penalty 1734.431695 = -848881.766900 nChanged 19 SP:Iteration 56Q (6541.311295 sec): 3 clusters Score: Raw -850624.489186 + Penalty 1734.431695 = -848890.057491 nChanged 11 SP:Iteration 57Q (6541.367716 sec): 3 clusters Score: Raw -850627.935761 + Penalty 1734.431695 = -848893.504065 nChanged 8 SP:Iteration 58Q (6541.424320 sec): 3 clusters Score: Raw -850630.679725 + Penalty 1734.431695 = -848896.248030 nChanged 4 SP:Iteration 59Q (6541.481101 sec): 3 clusters Score: Raw -850632.995931 + Penalty 1734.431695 = -848898.564236 nChanged 6 SP:Iteration 60F (6541.534743 sec): 3 clusters Score: Raw -850635.040270 + Penalty 1734.431695 = -848900.608574 nChanged 7 SP:Iteration 61Q (6541.595488 sec): 3 clusters Score: Raw -850638.124859 + Penalty 1734.431695 = -848903.693164 nChanged 6 SP:Iteration 62Q (6541.653377 sec): 3 clusters Score: Raw -850641.217516 + Penalty 1734.431695 = -848906.785821 nChanged 5 SP:Iteration 63Q (6541.709886 sec): 3 clusters Score: Raw -850644.226177 + Penalty 1734.431695 = -848909.794482 nChanged 9 SP:Iteration 64Q (6541.762252 sec): 3 clusters Score: Raw -850648.914944 + Penalty 1734.431695 = -848914.483248 nChanged 7 SP:Iteration 65Q (6541.805994 sec): 3 clusters Score: Raw -850653.284514 + Penalty 1734.431695 = -848918.852819 nChanged 6 SP:Iteration 66Q (6541.868437 sec): 3 clusters Score: Raw -850656.497068 + Penalty 1734.431695 = -848922.065373 nChanged 11 SP:Iteration 67Q (6541.923749 sec): 3 clusters Score: Raw -850661.999012 + Penalty 1734.431695 = -848927.567317 nChanged 12 SP:Iteration 68Q (6541.981428 sec): 3 clusters Score: Raw -850668.176429 + Penalty 1734.431695 = -848933.744734 nChanged 9 SP:Iteration 69Q (6542.036763 sec): 3 clusters Score: Raw -850673.351843 + Penalty 1734.431695 = -848938.920147 nChanged 7 SP:Iteration 70Q (6542.084664 sec): 3 clusters Score: Raw -850678.543860 + Penalty 1734.431695 = -848944.112165 nChanged 5 SP:Iteration 71Q (6542.132732 sec): 3 clusters Score: Raw -850681.292419 + Penalty 1734.431695 = -848946.860723 nChanged 7 SP:Iteration 72Q (6542.197471 sec): 3 clusters Score: Raw -850684.561720 + Penalty 1734.431695 = -848950.130024 nChanged 5 SP:Iteration 73Q (6542.244169 sec): 3 clusters Score: Raw -850689.293187 + Penalty 1734.431695 = -848954.861492 nChanged 6 SP:Iteration 74Q (6542.309187 sec): 3 clusters Score: Raw -850693.406774 + Penalty 1734.431695 = -848958.975079 nChanged 3 SP:Iteration 75Q (6542.369087 sec): 3 clusters Score: Raw -850694.437436 + Penalty 1734.431695 = -848960.005741 nChanged 3 SP:Iteration 76Q (6542.413696 sec): 3 clusters Score: Raw -850695.161809 + Penalty 1734.431695 = -848960.730114 nChanged 1 SP:Iteration 77Q (6542.480188 sec): 3 clusters Score: Raw -850695.729023 + Penalty 1734.431695 = -848961.297328 nChanged 2 SP:Iteration 78Q (6542.520829 sec): 3 clusters Score: Raw -850696.554679 + Penalty 1734.431695 = -848962.122984 nChanged 2 SP:Iteration 79Q (6542.586508 sec): 3 clusters Score: Raw -850697.791498 + Penalty 1734.431695 = -848963.359802 nChanged 0 SP:Iteration 80F (6542.632713 sec): 3 clusters Score: Raw -850697.791498 + Penalty 1734.431695 = -848963.359802 nChanged 0 Trying to split cluster 32 (2548 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6542.660164 sec): 2 clusters Score: Raw -246338.735321 + Penalty 745.091082 = -245593.644240 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6542.707760 sec): 3 clusters Score: Raw -245049.922923 + Penalty 1490.182163 = -243559.740760 nChanged 1046 SP:Iteration 1F (6542.755779 sec): 3 clusters Score: Raw -245694.711173 + Penalty 1490.182163 = -244204.529009 nChanged 198 SP:Iteration 2F (6542.804412 sec): 3 clusters Score: Raw -245848.909666 + Penalty 1490.182163 = -244358.727503 nChanged 165 SP:Iteration 3F (6542.850095 sec): 3 clusters Score: Raw -245955.681355 + Penalty 1490.182163 = -244465.499192 nChanged 115 SP:Iteration 4Q (6542.898007 sec): 3 clusters Score: Raw -246025.643722 + Penalty 1490.182163 = -244535.461559 nChanged 98 SP:Iteration 5Q (6542.943098 sec): 3 clusters Score: Raw -246089.946352 + Penalty 1490.182163 = -244599.764189 nChanged 93 SP:Iteration 6Q (6542.979099 sec): 3 clusters Score: Raw -246143.293366 + Penalty 1490.182163 = -244653.111203 nChanged 78 SP:Iteration 7Q (6543.033399 sec): 3 clusters Score: Raw -246187.704376 + Penalty 1490.182163 = -244697.522213 nChanged 65 SP:Iteration 8Q (6543.075180 sec): 3 clusters Score: Raw -246225.602656 + Penalty 1490.182163 = -244735.420493 nChanged 66 SP:Iteration 9Q (6543.114508 sec): 3 clusters Score: Raw -246266.801392 + Penalty 1490.182163 = -244776.619229 nChanged 57 SP:Iteration 10Q (6543.167255 sec): 3 clusters Score: Raw -246307.740708 + Penalty 1490.182163 = -244817.558545 nChanged 49 SP:Iteration 11Q (6543.218926 sec): 3 clusters Score: Raw -246336.057956 + Penalty 1490.182163 = -244845.875793 nChanged 35 SP:Iteration 12Q (6543.269211 sec): 3 clusters Score: Raw -246352.284073 + Penalty 1490.182163 = -244862.101910 nChanged 29 SP:Iteration 13Q (6543.321559 sec): 3 clusters Score: Raw -246363.279166 + Penalty 1490.182163 = -244873.097003 nChanged 21 SP:Iteration 14Q (6543.361524 sec): 3 clusters Score: Raw -246371.650477 + Penalty 1490.182163 = -244881.468314 nChanged 21 SP:Iteration 15Q (6543.412685 sec): 3 clusters Score: Raw -246378.862039 + Penalty 1490.182163 = -244888.679876 nChanged 11 SP:Iteration 16Q (6543.457494 sec): 3 clusters Score: Raw -246382.209147 + Penalty 1490.182163 = -244892.026984 nChanged 10 SP:Iteration 17Q (6543.508797 sec): 3 clusters Score: Raw -246385.110548 + Penalty 1490.182163 = -244894.928384 nChanged 10 SP:Iteration 18Q (6543.554754 sec): 3 clusters Score: Raw -246389.315318 + Penalty 1490.182163 = -244899.133155 nChanged 10 SP:Iteration 19Q (6543.605278 sec): 3 clusters Score: Raw -246393.940941 + Penalty 1490.182163 = -244903.758777 nChanged 15 SP:Iteration 20F (6543.653282 sec): 3 clusters Score: Raw -246401.849231 + Penalty 1490.182163 = -244911.667067 nChanged 16 SP:Iteration 21Q (6543.697125 sec): 3 clusters Score: Raw -246407.870369 + Penalty 1490.182163 = -244917.688205 nChanged 19 SP:Iteration 22Q (6543.745620 sec): 3 clusters Score: Raw -246416.265581 + Penalty 1490.182163 = -244926.083418 nChanged 23 SP:Iteration 23Q (6543.793602 sec): 3 clusters Score: Raw -246428.247683 + Penalty 1490.182163 = -244938.065519 nChanged 21 SP:Iteration 24Q (6543.845632 sec): 3 clusters Score: Raw -246438.444073 + Penalty 1490.182163 = -244948.261910 nChanged 18 SP:Iteration 25Q (6543.898027 sec): 3 clusters Score: Raw -246448.879493 + Penalty 1490.182163 = -244958.697330 nChanged 18 SP:Iteration 26Q (6543.944294 sec): 3 clusters Score: Raw -246458.642787 + Penalty 1490.182163 = -244968.460624 nChanged 15 SP:Iteration 27Q (6543.979609 sec): 3 clusters Score: Raw -246466.499364 + Penalty 1490.182163 = -244976.317201 nChanged 10 SP:Iteration 28Q (6544.025453 sec): 3 clusters Score: Raw -246470.098050 + Penalty 1490.182163 = -244979.915887 nChanged 7 SP:Iteration 29Q (6544.069924 sec): 3 clusters Score: Raw -246472.273963 + Penalty 1490.182163 = -244982.091799 nChanged 7 SP:Iteration 30Q (6544.112839 sec): 3 clusters Score: Raw -246474.962702 + Penalty 1490.182163 = -244984.780539 nChanged 11 SP:Iteration 31Q (6544.156172 sec): 3 clusters Score: Raw -246478.735883 + Penalty 1490.182163 = -244988.553720 nChanged 7 SP:Iteration 32Q (6544.197531 sec): 3 clusters Score: Raw -246481.337534 + Penalty 1490.182163 = -244991.155371 nChanged 9 SP:Iteration 33Q (6544.246248 sec): 3 clusters Score: Raw -246484.014982 + Penalty 1490.182163 = -244993.832819 nChanged 5 SP:Iteration 34Q (6544.288496 sec): 3 clusters Score: Raw -246485.704537 + Penalty 1490.182163 = -244995.522374 nChanged 4 SP:Iteration 35Q (6544.339333 sec): 3 clusters Score: Raw -246488.096398 + Penalty 1490.182163 = -244997.914235 nChanged 6 SP:Iteration 36Q (6544.390114 sec): 3 clusters Score: Raw -246490.247404 + Penalty 1490.182163 = -245000.065240 nChanged 3 SP:Iteration 37Q (6544.437820 sec): 3 clusters Score: Raw -246491.603817 + Penalty 1490.182163 = -245001.421654 nChanged 4 SP:Iteration 38Q (6544.487497 sec): 3 clusters Score: Raw -246493.086689 + Penalty 1490.182163 = -245002.904526 nChanged 3 SP:Iteration 39Q (6544.531152 sec): 3 clusters Score: Raw -246494.905299 + Penalty 1490.182163 = -245004.723136 nChanged 4 SP:Iteration 40F (6544.581156 sec): 3 clusters Score: Raw -246496.487514 + Penalty 1490.182163 = -245006.305351 nChanged 6 SP:Iteration 41Q (6544.621631 sec): 3 clusters Score: Raw -246498.962951 + Penalty 1490.182163 = -245008.780788 nChanged 8 SP:Iteration 42Q (6544.672892 sec): 3 clusters Score: Raw -246502.202376 + Penalty 1490.182163 = -245012.020213 nChanged 6 SP:Iteration 43Q (6544.724005 sec): 3 clusters Score: Raw -246505.067209 + Penalty 1490.182163 = -245014.885046 nChanged 4 SP:Iteration 44Q (6544.775156 sec): 3 clusters Score: Raw -246506.313251 + Penalty 1490.182163 = -245016.131088 nChanged 4 SP:Iteration 45Q (6544.826722 sec): 3 clusters Score: Raw -246507.661958 + Penalty 1490.182163 = -245017.479795 nChanged 3 SP:Iteration 46Q (6544.878212 sec): 3 clusters Score: Raw -246508.738425 + Penalty 1490.182163 = -245018.556262 nChanged 1 SP:Iteration 47Q (6544.920301 sec): 3 clusters Score: Raw -246508.931598 + Penalty 1490.182163 = -245018.749435 nChanged 2 SP:Iteration 48Q (6544.971306 sec): 3 clusters Score: Raw -246509.719039 + Penalty 1490.182163 = -245019.536876 nChanged 3 SP:Iteration 49Q (6545.022924 sec): 3 clusters Score: Raw -246510.143463 + Penalty 1490.182163 = -245019.961300 nChanged 2 SP:Iteration 50Q (6545.074767 sec): 3 clusters Score: Raw -246510.548430 + Penalty 1490.182163 = -245020.366266 nChanged 1 SP:Iteration 51Q (6545.126666 sec): 3 clusters Score: Raw -246510.739338 + Penalty 1490.182163 = -245020.557175 nChanged 1 SP:Iteration 52Q (6545.170792 sec): 3 clusters Score: Raw -246511.250801 + Penalty 1490.182163 = -245021.068638 nChanged 1 SP:Iteration 53Q (6545.221179 sec): 3 clusters Score: Raw -246512.389242 + Penalty 1490.182163 = -245022.207079 nChanged 4 SP:Iteration 54Q (6545.266729 sec): 3 clusters Score: Raw -246514.357059 + Penalty 1490.182163 = -245024.174895 nChanged 8 SP:Iteration 55Q (6545.317417 sec): 3 clusters Score: Raw -246517.684057 + Penalty 1490.182163 = -245027.501894 nChanged 6 SP:Iteration 56Q (6545.367949 sec): 3 clusters Score: Raw -246519.548858 + Penalty 1490.182163 = -245029.366695 nChanged 3 SP:Iteration 57Q (6545.409003 sec): 3 clusters Score: Raw -246520.258566 + Penalty 1490.182163 = -245030.076403 nChanged 2 SP:Iteration 58Q (6545.459653 sec): 3 clusters Score: Raw -246521.623792 + Penalty 1490.182163 = -245031.441629 nChanged 2 SP:Iteration 59Q (6545.506288 sec): 3 clusters Score: Raw -246522.544945 + Penalty 1490.182163 = -245032.362782 nChanged 4 SP:Iteration 60F (6545.557376 sec): 3 clusters Score: Raw -246524.175301 + Penalty 1490.182163 = -245033.993138 nChanged 2 SP:Iteration 61Q (6545.602018 sec): 3 clusters Score: Raw -246524.979349 + Penalty 1490.182163 = -245034.797185 nChanged 4 SP:Iteration 62Q (6545.650556 sec): 3 clusters Score: Raw -246528.444713 + Penalty 1490.182163 = -245038.262550 nChanged 5 SP:Iteration 63Q (6545.696162 sec): 3 clusters Score: Raw -246531.799318 + Penalty 1490.182163 = -245041.617155 nChanged 7 SP:Iteration 64Q (6545.746844 sec): 3 clusters Score: Raw -246535.125541 + Penalty 1490.182163 = -245044.943378 nChanged 7 SP:Iteration 65Q (6545.797403 sec): 3 clusters Score: Raw -246536.879988 + Penalty 1490.182163 = -245046.697825 nChanged 4 SP:Iteration 66Q (6545.844324 sec): 3 clusters Score: Raw -246537.881573 + Penalty 1490.182163 = -245047.699410 nChanged 1 SP:Iteration 67Q (6545.890985 sec): 3 clusters Score: Raw -246537.998941 + Penalty 1490.182163 = -245047.816778 nChanged 0 SP:Iteration 68F (6545.935154 sec): 3 clusters Score: Raw -246537.998941 + Penalty 1490.182163 = -245047.816778 nChanged 0 Trying to split cluster 33 (3334 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6545.969872 sec): 2 clusters Score: Raw -288174.939260 + Penalty 770.633166 = -287404.306094 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6546.011335 sec): 3 clusters Score: Raw -286403.121602 + Penalty 1541.266332 = -284861.855270 nChanged 1340 SP:Iteration 1F (6546.062684 sec): 3 clusters Score: Raw -287206.145592 + Penalty 1541.266332 = -285664.879260 nChanged 279 SP:Iteration 2F (6546.120406 sec): 3 clusters Score: Raw -287411.168861 + Penalty 1541.266332 = -285869.902529 nChanged 225 SP:Iteration 3F (6546.178606 sec): 3 clusters Score: Raw -287612.119567 + Penalty 1541.266332 = -286070.853235 nChanged 226 SP:Iteration 4F (6546.219736 sec): 3 clusters Score: Raw -287822.827802 + Penalty 1541.266332 = -286281.561470 nChanged 191 SP:Iteration 5F (6546.271842 sec): 3 clusters Score: Raw -288010.186139 + Penalty 1541.266332 = -286468.919807 nChanged 176 SP:Iteration 6F (6546.320846 sec): 3 clusters Score: Raw -288206.099851 + Penalty 1541.266332 = -286664.833519 nChanged 170 SP:Iteration 7F (6546.372551 sec): 3 clusters Score: Raw -288395.939668 + Penalty 1541.266332 = -286854.673336 nChanged 130 SP:Iteration 8Q (6546.435955 sec): 3 clusters Score: Raw -288524.524011 + Penalty 1541.266332 = -286983.257679 nChanged 107 SP:Iteration 9Q (6546.468313 sec): 3 clusters Score: Raw -288618.127593 + Penalty 1541.266332 = -287076.861261 nChanged 103 SP:Iteration 10Q (6546.517303 sec): 3 clusters Score: Raw -288690.490614 + Penalty 1541.266332 = -287149.224282 nChanged 70 SP:Iteration 11Q (6546.573193 sec): 3 clusters Score: Raw -288731.072129 + Penalty 1541.266332 = -287189.805797 nChanged 49 SP:Iteration 12Q (6546.616506 sec): 3 clusters Score: Raw -288759.240202 + Penalty 1541.266332 = -287217.973870 nChanged 41 SP:Iteration 13Q (6546.660047 sec): 3 clusters Score: Raw -288777.364115 + Penalty 1541.266332 = -287236.097783 nChanged 35 SP:Iteration 14Q (6546.707324 sec): 3 clusters Score: Raw -288789.515111 + Penalty 1541.266332 = -287248.248779 nChanged 30 SP:Iteration 15Q (6546.761691 sec): 3 clusters Score: Raw -288804.949666 + Penalty 1541.266332 = -287263.683334 nChanged 30 SP:Iteration 16Q (6546.800756 sec): 3 clusters Score: Raw -288816.774545 + Penalty 1541.266332 = -287275.508213 nChanged 18 SP:Iteration 17Q (6546.845085 sec): 3 clusters Score: Raw -288821.579906 + Penalty 1541.266332 = -287280.313574 nChanged 11 SP:Iteration 18Q (6546.882831 sec): 3 clusters Score: Raw -288824.331320 + Penalty 1541.266332 = -287283.064988 nChanged 5 SP:Iteration 19Q (6546.931613 sec): 3 clusters Score: Raw -288825.404302 + Penalty 1541.266332 = -287284.137970 nChanged 3 SP:Iteration 20F (6546.989613 sec): 3 clusters Score: Raw -288829.693892 + Penalty 1541.266332 = -287288.427560 nChanged 3 SP:Iteration 21Q (6547.037586 sec): 3 clusters Score: Raw -288830.918194 + Penalty 1541.266332 = -287289.651862 nChanged 7 SP:Iteration 22Q (6547.075899 sec): 3 clusters Score: Raw -288835.202922 + Penalty 1541.266332 = -287293.936590 nChanged 11 SP:Iteration 23Q (6547.087886 sec): 3 clusters Score: Raw -288838.215790 + Penalty 1541.266332 = -287296.949458 nChanged 7 SP:Iteration 24Q (6547.099402 sec): 3 clusters Score: Raw -288840.127128 + Penalty 1541.266332 = -287298.860796 nChanged 5 SP:Iteration 25Q (6547.111029 sec): 3 clusters Score: Raw -288840.563824 + Penalty 1541.266332 = -287299.297492 nChanged 1 SP:Iteration 26Q (6547.122616 sec): 3 clusters Score: Raw -288840.671878 + Penalty 1541.266332 = -287299.405546 nChanged 0 SP:Iteration 27F (6547.134576 sec): 3 clusters Score: Raw -288840.671878 + Penalty 1541.266332 = -287299.405546 nChanged 0 Trying to split cluster 34 (288104 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6547.441434 sec): 2 clusters Score: Raw -27494308.021433 + Penalty 1194.252296 = -27493113.769136 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6547.876102 sec): 3 clusters Score: Raw -27300204.629338 + Penalty 2388.504593 = -27297816.124745 nChanged 141183 SP:Iteration 1F (6548.288749 sec): 3 clusters Score: Raw -27391533.316145 + Penalty 2388.504593 = -27389144.811552 nChanged 14389 SP:Iteration 2Q (6548.712155 sec): 3 clusters Score: Raw -27398376.004065 + Penalty 2388.504593 = -27395987.499472 nChanged 17323 SP:Iteration 3F (6549.119036 sec): 3 clusters Score: Raw -27409231.180423 + Penalty 2388.504593 = -27406842.675830 nChanged 20153 SP:Iteration 4F (6549.516494 sec): 3 clusters Score: Raw -27425335.081512 + Penalty 2388.504593 = -27422946.576919 nChanged 20734 SP:Iteration 5F (6549.908586 sec): 3 clusters Score: Raw -27444404.702575 + Penalty 2388.504593 = -27442016.197982 nChanged 17779 SP:Iteration 6F (6550.298740 sec): 3 clusters Score: Raw -27460786.162066 + Penalty 2388.504593 = -27458397.657473 nChanged 13313 SP:Iteration 7Q (6550.707968 sec): 3 clusters Score: Raw -27471993.289608 + Penalty 2388.504593 = -27469604.785015 nChanged 9644 SP:Iteration 8Q (6551.093696 sec): 3 clusters Score: Raw -27479296.226695 + Penalty 2388.504593 = -27476907.722102 nChanged 7221 SP:Iteration 9Q (6551.493949 sec): 3 clusters Score: Raw -27484344.918422 + Penalty 2388.504593 = -27481956.413829 nChanged 5606 SP:Iteration 10Q (6551.839656 sec): 3 clusters Score: Raw -27488127.717169 + Penalty 2388.504593 = -27485739.212576 nChanged 4112 SP:Iteration 11Q (6552.169443 sec): 3 clusters Score: Raw -27490856.658535 + Penalty 2388.504593 = -27488468.153942 nChanged 2697 SP:Iteration 12Q (6552.524183 sec): 3 clusters Score: Raw -27492580.892603 + Penalty 2388.504593 = -27490192.388010 nChanged 1564 SP:Iteration 13Q (6552.873386 sec): 3 clusters Score: Raw -27493506.259416 + Penalty 2388.504593 = -27491117.754823 nChanged 820 SP:Iteration 14Q (6553.222764 sec): 3 clusters Score: Raw -27493961.696405 + Penalty 2388.504593 = -27491573.191812 nChanged 451 SP:Iteration 15Q (6553.565707 sec): 3 clusters Score: Raw -27494205.669674 + Penalty 2388.504593 = -27491817.165081 nChanged 276 SP:Iteration 16Q (6553.885271 sec): 3 clusters Score: Raw -27494349.507473 + Penalty 2388.504593 = -27491961.002880 nChanged 160 SP:Iteration 17Q (6554.219587 sec): 3 clusters Score: Raw -27494430.678142 + Penalty 2388.504593 = -27492042.173549 nChanged 93 SP:Iteration 18Q (6554.543836 sec): 3 clusters Score: Raw -27494475.131322 + Penalty 2388.504593 = -27492086.626729 nChanged 57 SP:Iteration 19Q (6554.877189 sec): 3 clusters Score: Raw -27494504.391955 + Penalty 2388.504593 = -27492115.887362 nChanged 50 SP:Iteration 20F (6555.285543 sec): 3 clusters Score: Raw -27494537.616455 + Penalty 2388.504593 = -27492149.111862 nChanged 33 SP:Iteration 21Q (6555.680103 sec): 3 clusters Score: Raw -27494555.711244 + Penalty 2388.504593 = -27492167.206651 nChanged 29 SP:Iteration 22Q (6556.029833 sec): 3 clusters Score: Raw -27494566.378980 + Penalty 2388.504593 = -27492177.874387 nChanged 13 SP:Iteration 23Q (6556.344077 sec): 3 clusters Score: Raw -27494570.700093 + Penalty 2388.504593 = -27492182.195500 nChanged 12 SP:Iteration 24Q (6556.682940 sec): 3 clusters Score: Raw -27494575.137915 + Penalty 2388.504593 = -27492186.633322 nChanged 7 SP:Iteration 25Q (6556.990554 sec): 3 clusters Score: Raw -27494578.664043 + Penalty 2388.504593 = -27492190.159450 nChanged 9 SP:Iteration 26Q (6557.305496 sec): 3 clusters Score: Raw -27494581.661373 + Penalty 2388.504593 = -27492193.156780 nChanged 7 SP:Iteration 27Q (6557.607875 sec): 3 clusters Score: Raw -27494589.575744 + Penalty 2388.504593 = -27492201.071152 nChanged 14 SP:Iteration 28Q (6557.945985 sec): 3 clusters Score: Raw -27494600.176005 + Penalty 2388.504593 = -27492211.671412 nChanged 14 SP:Iteration 29Q (6558.268036 sec): 3 clusters Score: Raw -27494605.783786 + Penalty 2388.504593 = -27492217.279193 nChanged 6 SP:Iteration 30Q (6558.595814 sec): 3 clusters Score: Raw -27494607.714295 + Penalty 2388.504593 = -27492219.209702 nChanged 3 SP:Iteration 31Q (6558.913570 sec): 3 clusters Score: Raw -27494608.967722 + Penalty 2388.504593 = -27492220.463129 nChanged 1 SP:Iteration 32Q (6559.237008 sec): 3 clusters Score: Raw -27494609.210138 + Penalty 2388.504593 = -27492220.705545 nChanged 0 SP:Iteration 33F (6559.623973 sec): 3 clusters Score: Raw -27494609.210138 + Penalty 2388.504593 = -27492220.705545 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6559.676490 sec): 2 clusters Score: Raw -216719.611220 + Penalty 751.261847 = -215968.349372 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6559.729153 sec): 3 clusters Score: Raw -215302.484219 + Penalty 1502.523694 = -213799.960524 nChanged 1125 SP:Iteration 1F (6559.770363 sec): 3 clusters Score: Raw -215965.429548 + Penalty 1502.523694 = -214462.905853 nChanged 217 SP:Iteration 2F (6559.824369 sec): 3 clusters Score: Raw -216103.838565 + Penalty 1502.523694 = -214601.314871 nChanged 157 SP:Iteration 3F (6559.875684 sec): 3 clusters Score: Raw -216217.556702 + Penalty 1502.523694 = -214715.033007 nChanged 133 SP:Iteration 4Q (6559.920195 sec): 3 clusters Score: Raw -216326.344692 + Penalty 1502.523694 = -214823.820997 nChanged 134 SP:Iteration 5Q (6559.966202 sec): 3 clusters Score: Raw -216445.909459 + Penalty 1502.523694 = -214943.385764 nChanged 141 SP:Iteration 6F (6560.011994 sec): 3 clusters Score: Raw -216568.651647 + Penalty 1502.523694 = -215066.127953 nChanged 132 SP:Iteration 7Q (6560.049548 sec): 3 clusters Score: Raw -216685.530888 + Penalty 1502.523694 = -215183.007194 nChanged 113 SP:Iteration 8Q (6560.093641 sec): 3 clusters Score: Raw -216762.135669 + Penalty 1502.523694 = -215259.611975 nChanged 86 SP:Iteration 9Q (6560.145686 sec): 3 clusters Score: Raw -216817.162208 + Penalty 1502.523694 = -215314.638513 nChanged 70 SP:Iteration 10Q (6560.188067 sec): 3 clusters Score: Raw -216856.259993 + Penalty 1502.523694 = -215353.736299 nChanged 67 SP:Iteration 11Q (6560.234586 sec): 3 clusters Score: Raw -216891.599067 + Penalty 1502.523694 = -215389.075373 nChanged 54 SP:Iteration 12Q (6560.285268 sec): 3 clusters Score: Raw -216925.062751 + Penalty 1502.523694 = -215422.539057 nChanged 56 SP:Iteration 13Q (6560.341325 sec): 3 clusters Score: Raw -216956.344378 + Penalty 1502.523694 = -215453.820684 nChanged 55 SP:Iteration 14Q (6560.385153 sec): 3 clusters Score: Raw -216986.988028 + Penalty 1502.523694 = -215484.464333 nChanged 47 SP:Iteration 15Q (6560.438318 sec): 3 clusters Score: Raw -217018.821387 + Penalty 1502.523694 = -215516.297692 nChanged 38 SP:Iteration 16Q (6560.481220 sec): 3 clusters Score: Raw -217041.457084 + Penalty 1502.523694 = -215538.933390 nChanged 40 SP:Iteration 17Q (6560.527612 sec): 3 clusters Score: Raw -217066.126437 + Penalty 1502.523694 = -215563.602742 nChanged 37 SP:Iteration 18Q (6560.561737 sec): 3 clusters Score: Raw -217089.797225 + Penalty 1502.523694 = -215587.273531 nChanged 36 SP:Iteration 19Q (6560.612848 sec): 3 clusters Score: Raw -217109.703692 + Penalty 1502.523694 = -215607.179998 nChanged 26 SP:Iteration 20F (6560.658099 sec): 3 clusters Score: Raw -217121.713105 + Penalty 1502.523694 = -215619.189410 nChanged 22 SP:Iteration 21Q (6560.668396 sec): 3 clusters Score: Raw -217130.922788 + Penalty 1502.523694 = -215628.399093 nChanged 20 SP:Iteration 22Q (6560.678305 sec): 3 clusters Score: Raw -217141.502129 + Penalty 1502.523694 = -215638.978435 nChanged 22 SP:Iteration 23Q (6560.688212 sec): 3 clusters Score: Raw -217156.295278 + Penalty 1502.523694 = -215653.771583 nChanged 25 SP:Iteration 24Q (6560.698125 sec): 3 clusters Score: Raw -217174.624699 + Penalty 1502.523694 = -215672.101005 nChanged 14 SP:Iteration 25Q (6560.708019 sec): 3 clusters Score: Raw -217181.323140 + Penalty 1502.523694 = -215678.799445 nChanged 10 SP:Iteration 26Q (6560.717854 sec): 3 clusters Score: Raw -217185.283365 + Penalty 1502.523694 = -215682.759670 nChanged 10 SP:Iteration 27Q (6560.727658 sec): 3 clusters Score: Raw -217190.209221 + Penalty 1502.523694 = -215687.685527 nChanged 6 SP:Iteration 28Q (6560.737606 sec): 3 clusters Score: Raw -217191.647886 + Penalty 1502.523694 = -215689.124191 nChanged 2 SP:Iteration 29Q (6560.747303 sec): 3 clusters Score: Raw -217192.008508 + Penalty 1502.523694 = -215689.484814 nChanged 2 SP:Iteration 30Q (6560.757031 sec): 3 clusters Score: Raw -217192.290114 + Penalty 1502.523694 = -215689.766419 nChanged 1 SP:Iteration 31Q (6560.796286 sec): 3 clusters Score: Raw -217192.329644 + Penalty 1502.523694 = -215689.805950 nChanged 1 SP:Iteration 32Q (6560.844711 sec): 3 clusters Score: Raw -217192.496060 + Penalty 1502.523694 = -215689.972366 nChanged 2 SP:Iteration 33Q (6560.889884 sec): 3 clusters Score: Raw -217192.996298 + Penalty 1502.523694 = -215690.472603 nChanged 3 SP:Iteration 34Q (6560.942155 sec): 3 clusters Score: Raw -217194.178373 + Penalty 1502.523694 = -215691.654678 nChanged 4 SP:Iteration 35Q (6560.978723 sec): 3 clusters Score: Raw -217197.202043 + Penalty 1502.523694 = -215694.678348 nChanged 6 SP:Iteration 36Q (6561.029022 sec): 3 clusters Score: Raw -217200.773921 + Penalty 1502.523694 = -215698.250227 nChanged 6 SP:Iteration 37Q (6561.068447 sec): 3 clusters Score: Raw -217202.357719 + Penalty 1502.523694 = -215699.834024 nChanged 4 SP:Iteration 38Q (6561.113724 sec): 3 clusters Score: Raw -217204.490573 + Penalty 1502.523694 = -215701.966879 nChanged 8 SP:Iteration 39Q (6561.166245 sec): 3 clusters Score: Raw -217207.347287 + Penalty 1502.523694 = -215704.823592 nChanged 3 SP:Iteration 40F (6561.197639 sec): 3 clusters Score: Raw -217208.624268 + Penalty 1502.523694 = -215706.100574 nChanged 4 SP:Iteration 41Q (6561.242481 sec): 3 clusters Score: Raw -217210.051141 + Penalty 1502.523694 = -215707.527446 nChanged 1 SP:Iteration 42Q (6561.297256 sec): 3 clusters Score: Raw -217210.267657 + Penalty 1502.523694 = -215707.743962 nChanged 0 SP:Iteration 43F (6561.349796 sec): 3 clusters Score: Raw -217210.267657 + Penalty 1502.523694 = -215707.743962 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6561.361763 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6561.412407 sec): 3 clusters Score: Raw -163907.048302 + Penalty 1431.909148 = -162475.139153 nChanged 726 SP:Iteration 1F (6561.462707 sec): 3 clusters Score: Raw -164320.860217 + Penalty 1431.909148 = -162888.951068 nChanged 162 SP:Iteration 2F (6561.513472 sec): 3 clusters Score: Raw -164416.322218 + Penalty 1431.909148 = -162984.413069 nChanged 79 SP:Iteration 3Q (6561.564006 sec): 3 clusters Score: Raw -164467.104728 + Penalty 1431.909148 = -163035.195580 nChanged 80 SP:Iteration 4Q (6561.612037 sec): 3 clusters Score: Raw -164512.367373 + Penalty 1431.909148 = -163080.458225 nChanged 74 SP:Iteration 5Q (6561.662629 sec): 3 clusters Score: Raw -164562.567088 + Penalty 1431.909148 = -163130.657940 nChanged 63 SP:Iteration 6Q (6561.708860 sec): 3 clusters Score: Raw -164610.061848 + Penalty 1431.909148 = -163178.152700 nChanged 61 SP:Iteration 7Q (6561.759609 sec): 3 clusters Score: Raw -164651.539264 + Penalty 1431.909148 = -163219.630115 nChanged 53 SP:Iteration 8Q (6561.811039 sec): 3 clusters Score: Raw -164679.449750 + Penalty 1431.909148 = -163247.540601 nChanged 41 SP:Iteration 9Q (6561.861826 sec): 3 clusters Score: Raw -164700.586739 + Penalty 1431.909148 = -163268.677591 nChanged 38 SP:Iteration 10Q (6561.912547 sec): 3 clusters Score: Raw -164724.782326 + Penalty 1431.909148 = -163292.873178 nChanged 45 SP:Iteration 11Q (6561.956204 sec): 3 clusters Score: Raw -164748.804976 + Penalty 1431.909148 = -163316.895827 nChanged 50 SP:Iteration 12Q (6562.006859 sec): 3 clusters Score: Raw -164787.787265 + Penalty 1431.909148 = -163355.878117 nChanged 41 SP:Iteration 13Q (6562.052360 sec): 3 clusters Score: Raw -164811.170674 + Penalty 1431.909148 = -163379.261526 nChanged 32 SP:Iteration 14Q (6562.102069 sec): 3 clusters Score: Raw -164831.090843 + Penalty 1431.909148 = -163399.181695 nChanged 33 SP:Iteration 15Q (6562.141218 sec): 3 clusters Score: Raw -164851.548630 + Penalty 1431.909148 = -163419.639481 nChanged 26 SP:Iteration 16Q (6562.196619 sec): 3 clusters Score: Raw -164865.165105 + Penalty 1431.909148 = -163433.255957 nChanged 19 SP:Iteration 17Q (6562.232834 sec): 3 clusters Score: Raw -164874.075476 + Penalty 1431.909148 = -163442.166327 nChanged 21 SP:Iteration 18Q (6562.276165 sec): 3 clusters Score: Raw -164885.965896 + Penalty 1431.909148 = -163454.056747 nChanged 26 SP:Iteration 19Q (6562.321044 sec): 3 clusters Score: Raw -164897.083731 + Penalty 1431.909148 = -163465.174583 nChanged 18 SP:Iteration 20F (6562.362068 sec): 3 clusters Score: Raw -164906.618718 + Penalty 1431.909148 = -163474.709570 nChanged 18 SP:Iteration 21Q (6562.410041 sec): 3 clusters Score: Raw -164913.646132 + Penalty 1431.909148 = -163481.736984 nChanged 14 SP:Iteration 22Q (6562.460598 sec): 3 clusters Score: Raw -164918.467033 + Penalty 1431.909148 = -163486.557885 nChanged 15 SP:Iteration 23Q (6562.511199 sec): 3 clusters Score: Raw -164924.538192 + Penalty 1431.909148 = -163492.629044 nChanged 12 SP:Iteration 24Q (6562.560924 sec): 3 clusters Score: Raw -164929.801182 + Penalty 1431.909148 = -163497.892034 nChanged 14 SP:Iteration 25Q (6562.601168 sec): 3 clusters Score: Raw -164936.546225 + Penalty 1431.909148 = -163504.637077 nChanged 13 SP:Iteration 26Q (6562.645129 sec): 3 clusters Score: Raw -164942.494744 + Penalty 1431.909148 = -163510.585596 nChanged 12 SP:Iteration 27Q (6562.699454 sec): 3 clusters Score: Raw -164949.090581 + Penalty 1431.909148 = -163517.181433 nChanged 12 SP:Iteration 28Q (6562.739242 sec): 3 clusters Score: Raw -164956.277558 + Penalty 1431.909148 = -163524.368410 nChanged 12 SP:Iteration 29Q (6562.787488 sec): 3 clusters Score: Raw -164964.551021 + Penalty 1431.909148 = -163532.641873 nChanged 9 SP:Iteration 30Q (6562.838206 sec): 3 clusters Score: Raw -164969.936178 + Penalty 1431.909148 = -163538.027029 nChanged 13 SP:Iteration 31Q (6562.884503 sec): 3 clusters Score: Raw -164976.632860 + Penalty 1431.909148 = -163544.723712 nChanged 8 SP:Iteration 32Q (6562.934946 sec): 3 clusters Score: Raw -164980.669852 + Penalty 1431.909148 = -163548.760703 nChanged 6 SP:Iteration 33Q (6562.985481 sec): 3 clusters Score: Raw -164984.105183 + Penalty 1431.909148 = -163552.196035 nChanged 10 SP:Iteration 34Q (6563.035774 sec): 3 clusters Score: Raw -164990.657669 + Penalty 1431.909148 = -163558.748520 nChanged 11 SP:Iteration 35Q (6563.079047 sec): 3 clusters Score: Raw -164995.757896 + Penalty 1431.909148 = -163563.848748 nChanged 8 SP:Iteration 36Q (6563.129443 sec): 3 clusters Score: Raw -165000.697229 + Penalty 1431.909148 = -163568.788081 nChanged 8 SP:Iteration 37Q (6563.179692 sec): 3 clusters Score: Raw -165004.416508 + Penalty 1431.909148 = -163572.507359 nChanged 3 SP:Iteration 38Q (6563.219460 sec): 3 clusters Score: Raw -165006.292236 + Penalty 1431.909148 = -163574.383088 nChanged 2 SP:Iteration 39Q (6563.269791 sec): 3 clusters Score: Raw -165007.832633 + Penalty 1431.909148 = -163575.923484 nChanged 6 SP:Iteration 40F (6563.315649 sec): 3 clusters Score: Raw -165011.869216 + Penalty 1431.909148 = -163579.960068 nChanged 4 SP:Iteration 41Q (6563.366164 sec): 3 clusters Score: Raw -165014.526898 + Penalty 1431.909148 = -163582.617750 nChanged 5 SP:Iteration 42Q (6563.412446 sec): 3 clusters Score: Raw -165017.752418 + Penalty 1431.909148 = -163585.843270 nChanged 4 SP:Iteration 43Q (6563.462293 sec): 3 clusters Score: Raw -165021.590852 + Penalty 1431.909148 = -163589.681704 nChanged 7 SP:Iteration 44Q (6563.509570 sec): 3 clusters Score: Raw -165025.320840 + Penalty 1431.909148 = -163593.411692 nChanged 2 SP:Iteration 45Q (6563.559055 sec): 3 clusters Score: Raw -165026.018941 + Penalty 1431.909148 = -163594.109793 nChanged 0 SP:Iteration 46F (6563.609452 sec): 3 clusters Score: Raw -165026.018941 + Penalty 1431.909148 = -163594.109793 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6563.634667 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6563.681238 sec): 3 clusters Score: Raw -69123.385900 + Penalty 1239.476838 = -67883.909062 nChanged 202 SP:Iteration 1F (6563.718672 sec): 3 clusters Score: Raw -69273.659464 + Penalty 1239.476838 = -68034.182626 nChanged 57 SP:Iteration 2F (6563.760839 sec): 3 clusters Score: Raw -69322.440078 + Penalty 1239.476838 = -68082.963239 nChanged 29 SP:Iteration 3Q (6563.804026 sec): 3 clusters Score: Raw -69351.457887 + Penalty 1239.476838 = -68111.981049 nChanged 22 SP:Iteration 4Q (6563.840027 sec): 3 clusters Score: Raw -69367.265227 + Penalty 1239.476838 = -68127.788389 nChanged 11 SP:Iteration 5Q (6563.878401 sec): 3 clusters Score: Raw -69378.734669 + Penalty 1239.476838 = -68139.257831 nChanged 7 SP:Iteration 6Q (6563.921097 sec): 3 clusters Score: Raw -69382.682736 + Penalty 1239.476838 = -68143.205898 nChanged 3 SP:Iteration 7Q (6563.963099 sec): 3 clusters Score: Raw -69383.842040 + Penalty 1239.476838 = -68144.365202 nChanged 2 SP:Iteration 8Q (6564.007174 sec): 3 clusters Score: Raw -69388.452867 + Penalty 1239.476838 = -68148.976029 nChanged 4 SP:Iteration 9Q (6564.047160 sec): 3 clusters Score: Raw -69390.660528 + Penalty 1239.476838 = -68151.183690 nChanged 1 SP:Iteration 10Q (6564.090593 sec): 3 clusters Score: Raw -69391.846775 + Penalty 1239.476838 = -68152.369937 nChanged 0 SP:Iteration 11F (6564.133566 sec): 3 clusters Score: Raw -69391.846775 + Penalty 1239.476838 = -68152.369937 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6564.160501 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6564.208194 sec): 3 clusters Score: Raw -223410.109990 + Penalty 1472.862013 = -221937.247977 nChanged 933 SP:Iteration 1F (6564.258563 sec): 3 clusters Score: Raw -223953.951401 + Penalty 1472.862013 = -222481.089388 nChanged 174 SP:Iteration 2F (6564.309026 sec): 3 clusters Score: Raw -224054.465023 + Penalty 1472.862013 = -222581.603010 nChanged 128 SP:Iteration 3F (6564.359397 sec): 3 clusters Score: Raw -224126.171954 + Penalty 1472.862013 = -222653.309941 nChanged 95 SP:Iteration 4Q (6564.421998 sec): 3 clusters Score: Raw -224182.407175 + Penalty 1472.862013 = -222709.545161 nChanged 89 SP:Iteration 5Q (6564.454154 sec): 3 clusters Score: Raw -224239.626688 + Penalty 1472.862013 = -222766.764675 nChanged 92 SP:Iteration 6Q (6564.504308 sec): 3 clusters Score: Raw -224297.210671 + Penalty 1472.862013 = -222824.348658 nChanged 80 SP:Iteration 7Q (6564.550739 sec): 3 clusters Score: Raw -224334.291322 + Penalty 1472.862013 = -222861.429308 nChanged 49 SP:Iteration 8Q (6564.596195 sec): 3 clusters Score: Raw -224360.736398 + Penalty 1472.862013 = -222887.874385 nChanged 40 SP:Iteration 9Q (6564.646663 sec): 3 clusters Score: Raw -224381.888606 + Penalty 1472.862013 = -222909.026593 nChanged 43 SP:Iteration 10Q (6564.692609 sec): 3 clusters Score: Raw -224404.889840 + Penalty 1472.862013 = -222932.027827 nChanged 40 SP:Iteration 11Q (6564.753038 sec): 3 clusters Score: Raw -224429.328373 + Penalty 1472.862013 = -222956.466360 nChanged 37 SP:Iteration 12Q (6564.796455 sec): 3 clusters Score: Raw -224450.728344 + Penalty 1472.862013 = -222977.866331 nChanged 32 SP:Iteration 13Q (6564.832297 sec): 3 clusters Score: Raw -224471.530236 + Penalty 1472.862013 = -222998.668223 nChanged 42 SP:Iteration 14Q (6564.882948 sec): 3 clusters Score: Raw -224492.585985 + Penalty 1472.862013 = -223019.723972 nChanged 28 SP:Iteration 15Q (6564.929357 sec): 3 clusters Score: Raw -224506.555845 + Penalty 1472.862013 = -223033.693832 nChanged 20 SP:Iteration 16Q (6564.979540 sec): 3 clusters Score: Raw -224515.170576 + Penalty 1472.862013 = -223042.308563 nChanged 21 SP:Iteration 17Q (6565.026483 sec): 3 clusters Score: Raw -224524.886536 + Penalty 1472.862013 = -223052.024522 nChanged 18 SP:Iteration 18Q (6565.071533 sec): 3 clusters Score: Raw -224532.978469 + Penalty 1472.862013 = -223060.116456 nChanged 14 SP:Iteration 19Q (6565.125394 sec): 3 clusters Score: Raw -224537.484430 + Penalty 1472.862013 = -223064.622416 nChanged 9 SP:Iteration 20F (6565.173554 sec): 3 clusters Score: Raw -224539.792817 + Penalty 1472.862013 = -223066.930803 nChanged 7 SP:Iteration 21Q (6565.214381 sec): 3 clusters Score: Raw -224541.536150 + Penalty 1472.862013 = -223068.674137 nChanged 7 SP:Iteration 22Q (6565.262452 sec): 3 clusters Score: Raw -224544.550813 + Penalty 1472.862013 = -223071.688800 nChanged 9 SP:Iteration 23Q (6565.302049 sec): 3 clusters Score: Raw -224548.493733 + Penalty 1472.862013 = -223075.631720 nChanged 5 SP:Iteration 24Q (6565.352112 sec): 3 clusters Score: Raw -224551.875780 + Penalty 1472.862013 = -223079.013767 nChanged 7 SP:Iteration 25Q (6565.388776 sec): 3 clusters Score: Raw -224556.988085 + Penalty 1472.862013 = -223084.126072 nChanged 9 SP:Iteration 26Q (6565.433219 sec): 3 clusters Score: Raw -224561.929319 + Penalty 1472.862013 = -223089.067305 nChanged 12 SP:Iteration 27Q (6565.472768 sec): 3 clusters Score: Raw -224567.293536 + Penalty 1472.862013 = -223094.431523 nChanged 12 SP:Iteration 28Q (6565.530823 sec): 3 clusters Score: Raw -224572.105070 + Penalty 1472.862013 = -223099.243056 nChanged 10 SP:Iteration 29Q (6565.576988 sec): 3 clusters Score: Raw -224577.001960 + Penalty 1472.862013 = -223104.139947 nChanged 13 SP:Iteration 30Q (6565.613816 sec): 3 clusters Score: Raw -224582.875301 + Penalty 1472.862013 = -223110.013288 nChanged 7 SP:Iteration 31Q (6565.672275 sec): 3 clusters Score: Raw -224584.902070 + Penalty 1472.862013 = -223112.040056 nChanged 5 SP:Iteration 32Q (6565.682901 sec): 3 clusters Score: Raw -224586.079400 + Penalty 1472.862013 = -223113.217387 nChanged 7 SP:Iteration 33Q (6565.693314 sec): 3 clusters Score: Raw -224587.221147 + Penalty 1472.862013 = -223114.359134 nChanged 0 SP:Iteration 34F (6565.701939 sec): 3 clusters Score: Raw -224587.221147 + Penalty 1472.862013 = -223114.359134 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6565.748967 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6565.802769 sec): 3 clusters Score: Raw -975128.914233 + Penalty 1754.303745 = -973374.610487 nChanged 4620 SP:Iteration 1F (6565.872124 sec): 3 clusters Score: Raw -977715.924623 + Penalty 1754.303745 = -975961.620878 nChanged 651 SP:Iteration 2F (6565.887038 sec): 3 clusters Score: Raw -978003.253140 + Penalty 1754.303745 = -976248.949395 nChanged 614 SP:Iteration 3F (6565.910831 sec): 3 clusters Score: Raw -978351.212931 + Penalty 1754.303745 = -976596.909186 nChanged 679 SP:Iteration 4F (6565.980406 sec): 3 clusters Score: Raw -978837.890199 + Penalty 1754.303745 = -977083.586454 nChanged 683 SP:Iteration 5F (6566.039549 sec): 3 clusters Score: Raw -979357.725738 + Penalty 1754.303745 = -977603.421993 nChanged 614 SP:Iteration 6F (6566.088156 sec): 3 clusters Score: Raw -979826.671624 + Penalty 1754.303745 = -978072.367879 nChanged 493 SP:Iteration 7Q (6566.141999 sec): 3 clusters Score: Raw -980202.736115 + Penalty 1754.303745 = -978448.432370 nChanged 430 SP:Iteration 8Q (6566.209475 sec): 3 clusters Score: Raw -980547.152706 + Penalty 1754.303745 = -978792.848961 nChanged 320 SP:Iteration 9Q (6566.265872 sec): 3 clusters Score: Raw -980800.715748 + Penalty 1754.303745 = -979046.412003 nChanged 221 SP:Iteration 10Q (6566.310398 sec): 3 clusters Score: Raw -980952.262946 + Penalty 1754.303745 = -979197.959201 nChanged 144 SP:Iteration 11Q (6566.377886 sec): 3 clusters Score: Raw -981043.630340 + Penalty 1754.303745 = -979289.326595 nChanged 113 SP:Iteration 12Q (6566.436315 sec): 3 clusters Score: Raw -981115.462198 + Penalty 1754.303745 = -979361.158453 nChanged 92 SP:Iteration 13Q (6566.495331 sec): 3 clusters Score: Raw -981181.181256 + Penalty 1754.303745 = -979426.877510 nChanged 73 SP:Iteration 14Q (6566.544995 sec): 3 clusters Score: Raw -981235.311684 + Penalty 1754.303745 = -979481.007939 nChanged 54 SP:Iteration 15Q (6566.597156 sec): 3 clusters Score: Raw -981275.837279 + Penalty 1754.303745 = -979521.533534 nChanged 42 SP:Iteration 16Q (6566.647109 sec): 3 clusters Score: Raw -981313.568014 + Penalty 1754.303745 = -979559.264269 nChanged 37 SP:Iteration 17Q (6566.707661 sec): 3 clusters Score: Raw -981347.506483 + Penalty 1754.303745 = -979593.202738 nChanged 25 SP:Iteration 18Q (6566.761428 sec): 3 clusters Score: Raw -981373.697954 + Penalty 1754.303745 = -979619.394209 nChanged 12 SP:Iteration 19Q (6566.807151 sec): 3 clusters Score: Raw -981388.255671 + Penalty 1754.303745 = -979633.951926 nChanged 11 SP:Iteration 20F (6566.864298 sec): 3 clusters Score: Raw -981403.015962 + Penalty 1754.303745 = -979648.712217 nChanged 8 SP:Iteration 21Q (6566.929922 sec): 3 clusters Score: Raw -981413.252386 + Penalty 1754.303745 = -979658.948641 nChanged 8 SP:Iteration 22Q (6566.971946 sec): 3 clusters Score: Raw -981419.570012 + Penalty 1754.303745 = -979665.266267 nChanged 1 SP:Iteration 23Q (6567.032316 sec): 3 clusters Score: Raw -981420.669496 + Penalty 1754.303745 = -979666.365750 nChanged 1 SP:Iteration 24Q (6567.073445 sec): 3 clusters Score: Raw -981422.101470 + Penalty 1754.303745 = -979667.797725 nChanged 0 SP:Iteration 25F (6567.144331 sec): 3 clusters Score: Raw -981422.101470 + Penalty 1754.303745 = -979667.797725 nChanged 0 Trying to split cluster 40 (4163 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6567.173852 sec): 2 clusters Score: Raw -399926.870636 + Penalty 791.729168 = -399135.141468 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6567.227006 sec): 3 clusters Score: Raw -397683.108464 + Penalty 1583.458337 = -396099.650127 nChanged 1735 SP:Iteration 1F (6567.279699 sec): 3 clusters Score: Raw -398630.778569 + Penalty 1583.458337 = -397047.320232 nChanged 295 SP:Iteration 2F (6567.325746 sec): 3 clusters Score: Raw -398786.923240 + Penalty 1583.458337 = -397203.464903 nChanged 201 SP:Iteration 3Q (6567.375660 sec): 3 clusters Score: Raw -398884.031988 + Penalty 1583.458337 = -397300.573651 nChanged 169 SP:Iteration 4Q (6567.422320 sec): 3 clusters Score: Raw -398957.262019 + Penalty 1583.458337 = -397373.803682 nChanged 127 SP:Iteration 5Q (6567.465639 sec): 3 clusters Score: Raw -399023.318127 + Penalty 1583.458337 = -397439.859790 nChanged 151 SP:Iteration 6Q (6567.514986 sec): 3 clusters Score: Raw -399096.048165 + Penalty 1583.458337 = -397512.589828 nChanged 139 SP:Iteration 7Q (6567.562675 sec): 3 clusters Score: Raw -399178.466427 + Penalty 1583.458337 = -397595.008090 nChanged 149 SP:Iteration 8Q (6567.619799 sec): 3 clusters Score: Raw -399279.594697 + Penalty 1583.458337 = -397696.136360 nChanged 150 SP:Iteration 9Q (6567.667099 sec): 3 clusters Score: Raw -399367.912396 + Penalty 1583.458337 = -397784.454059 nChanged 139 SP:Iteration 10Q (6567.711195 sec): 3 clusters Score: Raw -399452.637980 + Penalty 1583.458337 = -397869.179643 nChanged 123 SP:Iteration 11Q (6567.764635 sec): 3 clusters Score: Raw -399530.011254 + Penalty 1583.458337 = -397946.552917 nChanged 114 SP:Iteration 12Q (6567.808668 sec): 3 clusters Score: Raw -399596.640627 + Penalty 1583.458337 = -398013.182290 nChanged 115 SP:Iteration 13Q (6567.844900 sec): 3 clusters Score: Raw -399675.072285 + Penalty 1583.458337 = -398091.613948 nChanged 110 SP:Iteration 14Q (6567.895366 sec): 3 clusters Score: Raw -399752.626078 + Penalty 1583.458337 = -398169.167741 nChanged 104 SP:Iteration 15Q (6567.943365 sec): 3 clusters Score: Raw -399825.254504 + Penalty 1583.458337 = -398241.796167 nChanged 86 SP:Iteration 16Q (6568.004580 sec): 3 clusters Score: Raw -399890.026306 + Penalty 1583.458337 = -398306.567969 nChanged 72 SP:Iteration 17Q (6568.053813 sec): 3 clusters Score: Raw -399939.982031 + Penalty 1583.458337 = -398356.523694 nChanged 53 SP:Iteration 18Q (6568.106121 sec): 3 clusters Score: Raw -399973.214023 + Penalty 1583.458337 = -398389.755686 nChanged 25 SP:Iteration 19Q (6568.156058 sec): 3 clusters Score: Raw -399987.391250 + Penalty 1583.458337 = -398403.932913 nChanged 18 SP:Iteration 20F (6568.194312 sec): 3 clusters Score: Raw -400001.065639 + Penalty 1583.458337 = -398417.607302 nChanged 11 SP:Iteration 21Q (6568.245763 sec): 3 clusters Score: Raw -400010.506227 + Penalty 1583.458337 = -398427.047890 nChanged 12 SP:Iteration 22Q (6568.298806 sec): 3 clusters Score: Raw -400020.408581 + Penalty 1583.458337 = -398436.950244 nChanged 9 SP:Iteration 23Q (6568.344826 sec): 3 clusters Score: Raw -400027.570317 + Penalty 1583.458337 = -398444.111980 nChanged 9 SP:Iteration 24Q (6568.401630 sec): 3 clusters Score: Raw -400034.104465 + Penalty 1583.458337 = -398450.646128 nChanged 10 SP:Iteration 25Q (6568.444891 sec): 3 clusters Score: Raw -400038.859593 + Penalty 1583.458337 = -398455.401256 nChanged 3 SP:Iteration 26Q (6568.488036 sec): 3 clusters Score: Raw -400039.491184 + Penalty 1583.458337 = -398456.032847 nChanged 2 SP:Iteration 27Q (6568.538965 sec): 3 clusters Score: Raw -400040.257816 + Penalty 1583.458337 = -398456.799479 nChanged 2 SP:Iteration 28Q (6568.585128 sec): 3 clusters Score: Raw -400041.678115 + Penalty 1583.458337 = -398458.219778 nChanged 2 SP:Iteration 29Q (6568.633360 sec): 3 clusters Score: Raw -400042.257773 + Penalty 1583.458337 = -398458.799436 nChanged 1 SP:Iteration 30Q (6568.681312 sec): 3 clusters Score: Raw -400043.507432 + Penalty 1583.458337 = -398460.049095 nChanged 4 SP:Iteration 31Q (6568.725137 sec): 3 clusters Score: Raw -400045.220024 + Penalty 1583.458337 = -398461.761687 nChanged 1 SP:Iteration 32Q (6568.780831 sec): 3 clusters Score: Raw -400046.139235 + Penalty 1583.458337 = -398462.680898 nChanged 2 SP:Iteration 33Q (6568.831663 sec): 3 clusters Score: Raw -400047.299301 + Penalty 1583.458337 = -398463.840964 nChanged 2 SP:Iteration 34Q (6568.871691 sec): 3 clusters Score: Raw -400048.420858 + Penalty 1583.458337 = -398464.962521 nChanged 1 SP:Iteration 35Q (6568.928441 sec): 3 clusters Score: Raw -400048.849960 + Penalty 1583.458337 = -398465.391623 nChanged 1 SP:Iteration 36Q (6568.973246 sec): 3 clusters Score: Raw -400049.020539 + Penalty 1583.458337 = -398465.562202 nChanged 0 SP:Iteration 37F (6569.025667 sec): 3 clusters Score: Raw -400049.020539 + Penalty 1583.458337 = -398465.562202 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6569.057576 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6569.109252 sec): 3 clusters Score: Raw -668149.117217 + Penalty 1684.516494 = -666464.600723 nChanged 3096 SP:Iteration 1F (6569.146710 sec): 3 clusters Score: Raw -670076.932652 + Penalty 1684.516494 = -668392.416157 nChanged 497 SP:Iteration 2F (6569.201158 sec): 3 clusters Score: Raw -670393.185959 + Penalty 1684.516494 = -668708.669465 nChanged 448 SP:Iteration 3F (6569.266980 sec): 3 clusters Score: Raw -670688.341636 + Penalty 1684.516494 = -669003.825142 nChanged 394 SP:Iteration 4F (6569.323412 sec): 3 clusters Score: Raw -670923.101207 + Penalty 1684.516494 = -669238.584713 nChanged 351 SP:Iteration 5Q (6569.379907 sec): 3 clusters Score: Raw -671119.285955 + Penalty 1684.516494 = -669434.769461 nChanged 297 SP:Iteration 6Q (6569.415269 sec): 3 clusters Score: Raw -671272.589098 + Penalty 1684.516494 = -669588.072604 nChanged 224 SP:Iteration 7Q (6569.479896 sec): 3 clusters Score: Raw -671379.466130 + Penalty 1684.516494 = -669694.949636 nChanged 190 SP:Iteration 8Q (6569.521226 sec): 3 clusters Score: Raw -671455.650445 + Penalty 1684.516494 = -669771.133951 nChanged 165 SP:Iteration 9Q (6569.573013 sec): 3 clusters Score: Raw -671518.988578 + Penalty 1684.516494 = -669834.472084 nChanged 137 SP:Iteration 10Q (6569.629155 sec): 3 clusters Score: Raw -671564.910896 + Penalty 1684.516494 = -669880.394401 nChanged 107 SP:Iteration 11Q (6569.677311 sec): 3 clusters Score: Raw -671592.802212 + Penalty 1684.516494 = -669908.285717 nChanged 85 SP:Iteration 12Q (6569.730724 sec): 3 clusters Score: Raw -671611.671253 + Penalty 1684.516494 = -669927.154759 nChanged 70 SP:Iteration 13Q (6569.785693 sec): 3 clusters Score: Raw -671625.860107 + Penalty 1684.516494 = -669941.343613 nChanged 59 SP:Iteration 14Q (6569.842164 sec): 3 clusters Score: Raw -671639.291459 + Penalty 1684.516494 = -669954.774965 nChanged 61 SP:Iteration 15Q (6569.898495 sec): 3 clusters Score: Raw -671652.005199 + Penalty 1684.516494 = -669967.488705 nChanged 58 SP:Iteration 16Q (6569.955348 sec): 3 clusters Score: Raw -671666.125368 + Penalty 1684.516494 = -669981.608874 nChanged 65 SP:Iteration 17Q (6570.011764 sec): 3 clusters Score: Raw -671681.992905 + Penalty 1684.516494 = -669997.476410 nChanged 63 SP:Iteration 18Q (6570.068036 sec): 3 clusters Score: Raw -671699.113384 + Penalty 1684.516494 = -670014.596890 nChanged 63 SP:Iteration 19Q (6570.121270 sec): 3 clusters Score: Raw -671713.602822 + Penalty 1684.516494 = -670029.086327 nChanged 54 SP:Iteration 20F (6570.179089 sec): 3 clusters Score: Raw -671726.395047 + Penalty 1684.516494 = -670041.878553 nChanged 60 SP:Iteration 21Q (6570.235102 sec): 3 clusters Score: Raw -671743.421162 + Penalty 1684.516494 = -670058.904668 nChanged 65 SP:Iteration 22Q (6570.288519 sec): 3 clusters Score: Raw -671758.487499 + Penalty 1684.516494 = -670073.971005 nChanged 58 SP:Iteration 23Q (6570.344809 sec): 3 clusters Score: Raw -671770.221115 + Penalty 1684.516494 = -670085.704621 nChanged 48 SP:Iteration 24Q (6570.401340 sec): 3 clusters Score: Raw -671780.488152 + Penalty 1684.516494 = -670095.971658 nChanged 48 SP:Iteration 25Q (6570.453854 sec): 3 clusters Score: Raw -671791.430094 + Penalty 1684.516494 = -670106.913600 nChanged 48 SP:Iteration 26Q (6570.509837 sec): 3 clusters Score: Raw -671804.155869 + Penalty 1684.516494 = -670119.639374 nChanged 50 SP:Iteration 27Q (6570.567684 sec): 3 clusters Score: Raw -671815.839508 + Penalty 1684.516494 = -670131.323014 nChanged 51 SP:Iteration 28Q (6570.613716 sec): 3 clusters Score: Raw -671827.229006 + Penalty 1684.516494 = -670142.712512 nChanged 51 SP:Iteration 29Q (6570.665152 sec): 3 clusters Score: Raw -671837.839441 + Penalty 1684.516494 = -670153.322947 nChanged 59 SP:Iteration 30Q (6570.722048 sec): 3 clusters Score: Raw -671854.116403 + Penalty 1684.516494 = -670169.599909 nChanged 75 SP:Iteration 31Q (6570.776659 sec): 3 clusters Score: Raw -671879.522964 + Penalty 1684.516494 = -670195.006470 nChanged 75 SP:Iteration 32Q (6570.823249 sec): 3 clusters Score: Raw -671903.923373 + Penalty 1684.516494 = -670219.406879 nChanged 96 SP:Iteration 33Q (6570.879431 sec): 3 clusters Score: Raw -671934.845166 + Penalty 1684.516494 = -670250.328672 nChanged 76 SP:Iteration 34Q (6570.939149 sec): 3 clusters Score: Raw -671960.240128 + Penalty 1684.516494 = -670275.723634 nChanged 74 SP:Iteration 35Q (6570.990555 sec): 3 clusters Score: Raw -671986.173679 + Penalty 1684.516494 = -670301.657185 nChanged 76 SP:Iteration 36Q (6571.048820 sec): 3 clusters Score: Raw -672015.956844 + Penalty 1684.516494 = -670331.440350 nChanged 69 SP:Iteration 37Q (6571.112546 sec): 3 clusters Score: Raw -672036.078263 + Penalty 1684.516494 = -670351.561769 nChanged 67 SP:Iteration 38Q (6571.147248 sec): 3 clusters Score: Raw -672055.880253 + Penalty 1684.516494 = -670371.363759 nChanged 59 SP:Iteration 39Q (6571.202372 sec): 3 clusters Score: Raw -672075.432494 + Penalty 1684.516494 = -670390.916000 nChanged 49 SP:Iteration 40F (6571.258533 sec): 3 clusters Score: Raw -672092.583571 + Penalty 1684.516494 = -670408.067077 nChanged 54 SP:Iteration 41Q (6571.313881 sec): 3 clusters Score: Raw -672111.948390 + Penalty 1684.516494 = -670427.431896 nChanged 59 SP:Iteration 42Q (6571.360941 sec): 3 clusters Score: Raw -672135.631548 + Penalty 1684.516494 = -670451.115054 nChanged 53 SP:Iteration 43Q (6571.416113 sec): 3 clusters Score: Raw -672154.735252 + Penalty 1684.516494 = -670470.218758 nChanged 46 SP:Iteration 44Q (6571.472617 sec): 3 clusters Score: Raw -672172.165361 + Penalty 1684.516494 = -670487.648867 nChanged 41 SP:Iteration 45Q (6571.524291 sec): 3 clusters Score: Raw -672186.483948 + Penalty 1684.516494 = -670501.967454 nChanged 31 SP:Iteration 46Q (6571.577848 sec): 3 clusters Score: Raw -672199.789019 + Penalty 1684.516494 = -670515.272525 nChanged 32 SP:Iteration 47Q (6571.633014 sec): 3 clusters Score: Raw -672209.723601 + Penalty 1684.516494 = -670525.207107 nChanged 23 SP:Iteration 48Q (6571.688230 sec): 3 clusters Score: Raw -672217.392502 + Penalty 1684.516494 = -670532.876008 nChanged 24 SP:Iteration 49Q (6571.743287 sec): 3 clusters Score: Raw -672224.794180 + Penalty 1684.516494 = -670540.277686 nChanged 24 SP:Iteration 50Q (6571.798175 sec): 3 clusters Score: Raw -672233.158077 + Penalty 1684.516494 = -670548.641583 nChanged 18 SP:Iteration 51Q (6571.853014 sec): 3 clusters Score: Raw -672237.514416 + Penalty 1684.516494 = -670552.997922 nChanged 20 SP:Iteration 52Q (6571.908977 sec): 3 clusters Score: Raw -672243.322229 + Penalty 1684.516494 = -670558.805734 nChanged 18 SP:Iteration 53Q (6571.960388 sec): 3 clusters Score: Raw -672248.258354 + Penalty 1684.516494 = -670563.741859 nChanged 21 SP:Iteration 54Q (6572.024674 sec): 3 clusters Score: Raw -672255.606757 + Penalty 1684.516494 = -670571.090263 nChanged 30 SP:Iteration 55Q (6572.057879 sec): 3 clusters Score: Raw -672265.978116 + Penalty 1684.516494 = -670581.461622 nChanged 24 SP:Iteration 56Q (6572.111390 sec): 3 clusters Score: Raw -672274.152325 + Penalty 1684.516494 = -670589.635830 nChanged 26 SP:Iteration 57Q (6572.166121 sec): 3 clusters Score: Raw -672282.842132 + Penalty 1684.516494 = -670598.325637 nChanged 24 SP:Iteration 58Q (6572.222108 sec): 3 clusters Score: Raw -672292.473232 + Penalty 1684.516494 = -670607.956738 nChanged 21 SP:Iteration 59Q (6572.277004 sec): 3 clusters Score: Raw -672299.200469 + Penalty 1684.516494 = -670614.683975 nChanged 16 SP:Iteration 60F (6572.333502 sec): 3 clusters Score: Raw -672304.439436 + Penalty 1684.516494 = -670619.922942 nChanged 19 SP:Iteration 61Q (6572.389211 sec): 3 clusters Score: Raw -672312.627526 + Penalty 1684.516494 = -670628.111031 nChanged 13 SP:Iteration 62Q (6572.444815 sec): 3 clusters Score: Raw -672316.931697 + Penalty 1684.516494 = -670632.415202 nChanged 11 SP:Iteration 63Q (6572.488574 sec): 3 clusters Score: Raw -672320.003421 + Penalty 1684.516494 = -670635.486926 nChanged 7 SP:Iteration 64Q (6572.548917 sec): 3 clusters Score: Raw -672322.129085 + Penalty 1684.516494 = -670637.612590 nChanged 10 SP:Iteration 65Q (6572.590531 sec): 3 clusters Score: Raw -672325.175936 + Penalty 1684.516494 = -670640.659442 nChanged 5 SP:Iteration 66Q (6572.643832 sec): 3 clusters Score: Raw -672325.993967 + Penalty 1684.516494 = -670641.477473 nChanged 4 SP:Iteration 67Q (6572.699056 sec): 3 clusters Score: Raw -672326.854872 + Penalty 1684.516494 = -670642.338377 nChanged 5 SP:Iteration 68Q (6572.747290 sec): 3 clusters Score: Raw -672327.800255 + Penalty 1684.516494 = -670643.283761 nChanged 3 SP:Iteration 69Q (6572.799328 sec): 3 clusters Score: Raw -672328.108590 + Penalty 1684.516494 = -670643.592096 nChanged 3 SP:Iteration 70Q (6572.854262 sec): 3 clusters Score: Raw -672328.898400 + Penalty 1684.516494 = -670644.381905 nChanged 5 SP:Iteration 71Q (6572.902836 sec): 3 clusters Score: Raw -672329.961762 + Penalty 1684.516494 = -670645.445268 nChanged 4 SP:Iteration 72Q (6572.950013 sec): 3 clusters Score: Raw -672331.135965 + Penalty 1684.516494 = -670646.619471 nChanged 3 SP:Iteration 73Q (6573.004433 sec): 3 clusters Score: Raw -672332.272932 + Penalty 1684.516494 = -670647.756438 nChanged 0 SP:Iteration 74F (6573.060691 sec): 3 clusters Score: Raw -672332.272932 + Penalty 1684.516494 = -670647.756438 nChanged 0 Iteration 459Q (6582.372680 sec): 42 clusters Score: Raw -89568770.202443 + Penalty 53737.232514 = -89515032.969929 nChanged 30 Iteration 460F (6601.732615 sec): 42 clusters Score: Raw -89568770.403050 + Penalty 53737.232514 = -89515033.170536 nChanged 28 Iteration 461Q (6611.218824 sec): 42 clusters Score: Raw -89568770.684233 + Penalty 53737.232514 = -89515033.451719 nChanged 31 Iteration 462Q (6619.708249 sec): 42 clusters Score: Raw -89568771.016818 + Penalty 53737.232514 = -89515033.784304 nChanged 28 Iteration 463Q (6628.838858 sec): 42 clusters Score: Raw -89568771.323493 + Penalty 53737.232514 = -89515034.090979 nChanged 23 Iteration 464Q (6638.010601 sec): 42 clusters Score: Raw -89568771.462748 + Penalty 53737.232514 = -89515034.230234 nChanged 30 Iteration 465Q (6647.035480 sec): 42 clusters Score: Raw -89568771.710052 + Penalty 53737.232514 = -89515034.477538 nChanged 27 Iteration 466Q (6656.055668 sec): 42 clusters Score: Raw -89568771.943148 + Penalty 53737.232514 = -89515034.710634 nChanged 36 Iteration 467Q (6665.602079 sec): 42 clusters Score: Raw -89568772.251472 + Penalty 53737.232514 = -89515035.018958 nChanged 41 Iteration 468Q (6675.220665 sec): 42 clusters Score: Raw -89568772.680423 + Penalty 53737.232514 = -89515035.447909 nChanged 43 Iteration 469Q (6684.919130 sec): 42 clusters Score: Raw -89568773.349183 + Penalty 53737.232514 = -89515036.116669 nChanged 38 Iteration 470Q (6694.409920 sec): 42 clusters Score: Raw -89568773.854363 + Penalty 53737.232514 = -89515036.621849 nChanged 39 Iteration 471Q (6703.811641 sec): 42 clusters Score: Raw -89568774.310602 + Penalty 53737.232514 = -89515037.078088 nChanged 41 Iteration 472Q (6712.920830 sec): 42 clusters Score: Raw -89568774.879175 + Penalty 53737.232514 = -89515037.646661 nChanged 35 Iteration 473Q (6722.211943 sec): 42 clusters Score: Raw -89568775.524594 + Penalty 53737.232514 = -89515038.292080 nChanged 34 Iteration 474Q (6731.721282 sec): 42 clusters Score: Raw -89568775.974720 + Penalty 53737.232514 = -89515038.742206 nChanged 34 Iteration 475Q (6741.478138 sec): 42 clusters Score: Raw -89568776.557104 + Penalty 53737.232514 = -89515039.324590 nChanged 41 Iteration 476Q (6750.970765 sec): 42 clusters Score: Raw -89568777.202811 + Penalty 53737.232514 = -89515039.970297 nChanged 49 Iteration 477Q (6760.204232 sec): 42 clusters Score: Raw -89568777.819388 + Penalty 53737.232514 = -89515040.586874 nChanged 54 Iteration 478Q (6769.330211 sec): 42 clusters Score: Raw -89568778.409313 + Penalty 53737.232514 = -89515041.176799 nChanged 41 Iteration 479Q (6778.514904 sec): 42 clusters Score: Raw -89568778.797368 + Penalty 53737.232514 = -89515041.564854 nChanged 46 Iteration 480F (6797.922641 sec): 42 clusters Score: Raw -89568779.234433 + Penalty 53737.232514 = -89515042.001919 nChanged 57 Iteration 481Q (6806.958050 sec): 42 clusters Score: Raw -89568779.704052 + Penalty 53737.232514 = -89515042.471538 nChanged 56 Iteration 482Q (6815.467140 sec): 42 clusters Score: Raw -89568780.281609 + Penalty 53737.232514 = -89515043.049095 nChanged 54 Iteration 483Q (6824.019404 sec): 42 clusters Score: Raw -89568780.857262 + Penalty 53737.232514 = -89515043.624748 nChanged 48 Iteration 484Q (6832.804099 sec): 42 clusters Score: Raw -89568781.287126 + Penalty 53737.232514 = -89515044.054612 nChanged 38 Iteration 485Q (6841.763851 sec): 42 clusters Score: Raw -89568781.670814 + Penalty 53737.232514 = -89515044.438300 nChanged 28 Iteration 486Q (6850.708157 sec): 42 clusters Score: Raw -89568781.955302 + Penalty 53737.232514 = -89515044.722789 nChanged 29 Iteration 487Q (6859.688589 sec): 42 clusters Score: Raw -89568782.236362 + Penalty 53737.232514 = -89515045.003848 nChanged 28 Iteration 488Q (6868.646026 sec): 42 clusters Score: Raw -89568782.528711 + Penalty 53737.232514 = -89515045.296197 nChanged 31 Iteration 489Q (6877.646693 sec): 42 clusters Score: Raw -89568782.788049 + Penalty 53737.232514 = -89515045.555535 nChanged 27 Iteration 490Q (6886.730606 sec): 42 clusters Score: Raw -89568783.025571 + Penalty 53737.232514 = -89515045.793057 nChanged 23 Iteration 491Q (6896.082937 sec): 42 clusters Score: Raw -89568783.338832 + Penalty 53737.232514 = -89515046.106318 nChanged 35 Iteration 492Q (6905.450999 sec): 42 clusters Score: Raw -89568783.690647 + Penalty 53737.232514 = -89515046.458133 nChanged 29 Iteration 493Q (6914.890727 sec): 42 clusters Score: Raw -89568783.919101 + Penalty 53737.232514 = -89515046.686587 nChanged 24 Iteration 494Q (6924.515118 sec): 42 clusters Score: Raw -89568784.098219 + Penalty 53737.232514 = -89515046.865705 nChanged 18 Iteration 495Q (6934.117729 sec): 42 clusters Score: Raw -89568784.269935 + Penalty 53737.232514 = -89515047.037421 nChanged 11 Iteration 496Q (6943.567128 sec): 42 clusters Score: Raw -89568784.351564 + Penalty 53737.232514 = -89515047.119050 nChanged 12 Iteration 497Q (6953.019069 sec): 42 clusters Score: Raw -89568784.462275 + Penalty 53737.232514 = -89515047.229761 nChanged 12 Iteration 498Q (6962.629035 sec): 42 clusters Score: Raw -89568784.557598 + Penalty 53737.232514 = -89515047.325084 nChanged 13 Writing temp clu file Because OldScore, -89515047.229761, is greater than current (better) Score,-89515047.325084 Compute initial score before splitting: Score: Raw -89568784.557598 + Penalty 53737.232514 = -89515047.325084 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6962.920661 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6962.978407 sec): 3 clusters Score: Raw -95056.417063 + Penalty 1299.906941 = -93756.510123 nChanged 320 SP:Iteration 1F (6963.016728 sec): 3 clusters Score: Raw -95312.555206 + Penalty 1299.906941 = -94012.648265 nChanged 78 SP:Iteration 2F (6963.066311 sec): 3 clusters Score: Raw -95370.442125 + Penalty 1299.906941 = -94070.535184 nChanged 39 SP:Iteration 3Q (6963.115783 sec): 3 clusters Score: Raw -95395.655944 + Penalty 1299.906941 = -94095.749004 nChanged 21 SP:Iteration 4Q (6963.165485 sec): 3 clusters Score: Raw -95409.454894 + Penalty 1299.906941 = -94109.547954 nChanged 12 SP:Iteration 5Q (6963.214820 sec): 3 clusters Score: Raw -95416.573372 + Penalty 1299.906941 = -94116.666432 nChanged 14 SP:Iteration 6Q (6963.259122 sec): 3 clusters Score: Raw -95425.724513 + Penalty 1299.906941 = -94125.817573 nChanged 8 SP:Iteration 7Q (6963.308352 sec): 3 clusters Score: Raw -95431.732889 + Penalty 1299.906941 = -94131.825949 nChanged 12 SP:Iteration 8Q (6963.357898 sec): 3 clusters Score: Raw -95440.614749 + Penalty 1299.906941 = -94140.707808 nChanged 11 SP:Iteration 9Q (6963.401896 sec): 3 clusters Score: Raw -95447.782839 + Penalty 1299.906941 = -94147.875898 nChanged 10 SP:Iteration 10Q (6963.451248 sec): 3 clusters Score: Raw -95454.337689 + Penalty 1299.906941 = -94154.430748 nChanged 8 SP:Iteration 11Q (6963.498327 sec): 3 clusters Score: Raw -95462.171837 + Penalty 1299.906941 = -94162.264897 nChanged 6 SP:Iteration 12Q (6963.547658 sec): 3 clusters Score: Raw -95468.318835 + Penalty 1299.906941 = -94168.411895 nChanged 6 SP:Iteration 13Q (6963.594348 sec): 3 clusters Score: Raw -95474.554308 + Penalty 1299.906941 = -94174.647368 nChanged 4 SP:Iteration 14Q (6963.643886 sec): 3 clusters Score: Raw -95477.169962 + Penalty 1299.906941 = -94177.263021 nChanged 4 SP:Iteration 15Q (6963.690954 sec): 3 clusters Score: Raw -95478.978733 + Penalty 1299.906941 = -94179.071792 nChanged 3 SP:Iteration 16Q (6963.736687 sec): 3 clusters Score: Raw -95480.002475 + Penalty 1299.906941 = -94180.095534 nChanged 2 SP:Iteration 17Q (6963.786674 sec): 3 clusters Score: Raw -95480.669121 + Penalty 1299.906941 = -94180.762180 nChanged 0 SP:Iteration 18F (6963.831214 sec): 3 clusters Score: Raw -95480.669121 + Penalty 1299.906941 = -94180.762180 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6963.860811 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6963.914484 sec): 3 clusters Score: Raw -388920.848638 + Penalty 1587.611508 = -387333.237130 nChanged 1794 SP:Iteration 1F (6963.969353 sec): 3 clusters Score: Raw -389898.173733 + Penalty 1587.611508 = -388310.562225 nChanged 327 SP:Iteration 2F (6964.015613 sec): 3 clusters Score: Raw -390086.002915 + Penalty 1587.611508 = -388498.391407 nChanged 265 SP:Iteration 3F (6964.069172 sec): 3 clusters Score: Raw -390272.443928 + Penalty 1587.611508 = -388684.832420 nChanged 257 SP:Iteration 4F (6964.122985 sec): 3 clusters Score: Raw -390468.585444 + Penalty 1587.611508 = -388880.973936 nChanged 265 SP:Iteration 5F (6964.164346 sec): 3 clusters Score: Raw -390661.468173 + Penalty 1587.611508 = -389073.856665 nChanged 244 SP:Iteration 6F (6964.218248 sec): 3 clusters Score: Raw -390847.592567 + Penalty 1587.611508 = -389259.981059 nChanged 214 SP:Iteration 7F (6964.270128 sec): 3 clusters Score: Raw -390986.809034 + Penalty 1587.611508 = -389399.197526 nChanged 167 SP:Iteration 8Q (6964.311724 sec): 3 clusters Score: Raw -391084.007741 + Penalty 1587.611508 = -389496.396233 nChanged 112 SP:Iteration 9Q (6964.365626 sec): 3 clusters Score: Raw -391150.160639 + Penalty 1587.611508 = -389562.549131 nChanged 94 SP:Iteration 10Q (6964.396369 sec): 3 clusters Score: Raw -391204.253138 + Penalty 1587.611508 = -389616.641630 nChanged 75 SP:Iteration 11Q (6964.449978 sec): 3 clusters Score: Raw -391254.454514 + Penalty 1587.611508 = -389666.843006 nChanged 70 SP:Iteration 12Q (6964.503296 sec): 3 clusters Score: Raw -391303.377676 + Penalty 1587.611508 = -389715.766169 nChanged 72 SP:Iteration 13Q (6964.558573 sec): 3 clusters Score: Raw -391334.972771 + Penalty 1587.611508 = -389747.361263 nChanged 43 SP:Iteration 14Q (6964.602004 sec): 3 clusters Score: Raw -391353.077542 + Penalty 1587.611508 = -389765.466034 nChanged 30 SP:Iteration 15Q (6964.648362 sec): 3 clusters Score: Raw -391363.549865 + Penalty 1587.611508 = -389775.938358 nChanged 24 SP:Iteration 16Q (6964.706611 sec): 3 clusters Score: Raw -391370.825584 + Penalty 1587.611508 = -389783.214076 nChanged 24 SP:Iteration 17Q (6964.753156 sec): 3 clusters Score: Raw -391379.417121 + Penalty 1587.611508 = -389791.805613 nChanged 21 SP:Iteration 18Q (6964.802887 sec): 3 clusters Score: Raw -391387.918263 + Penalty 1587.611508 = -389800.306755 nChanged 20 SP:Iteration 19Q (6964.854028 sec): 3 clusters Score: Raw -391398.621725 + Penalty 1587.611508 = -389811.010217 nChanged 15 SP:Iteration 20F (6964.900257 sec): 3 clusters Score: Raw -391404.336904 + Penalty 1587.611508 = -389816.725397 nChanged 20 SP:Iteration 21Q (6964.958514 sec): 3 clusters Score: Raw -391410.684323 + Penalty 1587.611508 = -389823.072815 nChanged 18 SP:Iteration 22Q (6965.014183 sec): 3 clusters Score: Raw -391416.084404 + Penalty 1587.611508 = -389828.472896 nChanged 12 SP:Iteration 23Q (6965.067969 sec): 3 clusters Score: Raw -391421.992094 + Penalty 1587.611508 = -389834.380587 nChanged 15 SP:Iteration 24Q (6965.118351 sec): 3 clusters Score: Raw -391432.895895 + Penalty 1587.611508 = -389845.284387 nChanged 20 SP:Iteration 25Q (6965.164769 sec): 3 clusters Score: Raw -391453.329595 + Penalty 1587.611508 = -389865.718088 nChanged 24 SP:Iteration 26Q (6965.215953 sec): 3 clusters Score: Raw -391483.630386 + Penalty 1587.611508 = -389896.018878 nChanged 26 SP:Iteration 27Q (6965.260575 sec): 3 clusters Score: Raw -391503.101726 + Penalty 1587.611508 = -389915.490218 nChanged 20 SP:Iteration 28Q (6965.327742 sec): 3 clusters Score: Raw -391515.264649 + Penalty 1587.611508 = -389927.653142 nChanged 18 SP:Iteration 29Q (6965.369854 sec): 3 clusters Score: Raw -391525.109706 + Penalty 1587.611508 = -389937.498198 nChanged 12 SP:Iteration 30Q (6965.392904 sec): 3 clusters Score: Raw -391534.061227 + Penalty 1587.611508 = -389946.449720 nChanged 13 SP:Iteration 31Q (6965.407455 sec): 3 clusters Score: Raw -391537.797808 + Penalty 1587.611508 = -389950.186300 nChanged 6 SP:Iteration 32Q (6965.422016 sec): 3 clusters Score: Raw -391539.740290 + Penalty 1587.611508 = -389952.128782 nChanged 6 SP:Iteration 33Q (6965.449680 sec): 3 clusters Score: Raw -391543.125738 + Penalty 1587.611508 = -389955.514230 nChanged 9 SP:Iteration 34Q (6965.513676 sec): 3 clusters Score: Raw -391546.170197 + Penalty 1587.611508 = -389958.558689 nChanged 8 SP:Iteration 35Q (6965.567699 sec): 3 clusters Score: Raw -391549.193330 + Penalty 1587.611508 = -389961.581822 nChanged 5 SP:Iteration 36Q (6965.609867 sec): 3 clusters Score: Raw -391550.728909 + Penalty 1587.611508 = -389963.117401 nChanged 7 SP:Iteration 37Q (6965.662645 sec): 3 clusters Score: Raw -391552.388656 + Penalty 1587.611508 = -389964.777148 nChanged 4 SP:Iteration 38Q (6965.726910 sec): 3 clusters Score: Raw -391553.620014 + Penalty 1587.611508 = -389966.008506 nChanged 5 SP:Iteration 39Q (6965.775666 sec): 3 clusters Score: Raw -391554.728252 + Penalty 1587.611508 = -389967.116744 nChanged 7 SP:Iteration 40F (6965.827603 sec): 3 clusters Score: Raw -391556.578260 + Penalty 1587.611508 = -389968.966752 nChanged 4 SP:Iteration 41Q (6965.873832 sec): 3 clusters Score: Raw -391557.500319 + Penalty 1587.611508 = -389969.888811 nChanged 2 SP:Iteration 42Q (6965.940074 sec): 3 clusters Score: Raw -391557.744527 + Penalty 1587.611508 = -389970.133019 nChanged 1 SP:Iteration 43Q (6965.978658 sec): 3 clusters Score: Raw -391557.871890 + Penalty 1587.611508 = -389970.260382 nChanged 0 SP:Iteration 44F (6966.032015 sec): 3 clusters Score: Raw -391557.871890 + Penalty 1587.611508 = -389970.260382 nChanged 0 Trying to split cluster 3 (49287 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6966.122225 sec): 2 clusters Score: Raw -4380083.165057 + Penalty 1026.514485 = -4379056.650572 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6966.230685 sec): 3 clusters Score: Raw -4348311.653608 + Penalty 2053.028970 = -4346258.624638 nChanged 23315 SP:Iteration 1F (6966.332820 sec): 3 clusters Score: Raw -4361963.296432 + Penalty 2053.028970 = -4359910.267462 nChanged 2225 SP:Iteration 2Q (6966.461841 sec): 3 clusters Score: Raw -4362734.158789 + Penalty 2053.028970 = -4360681.129819 nChanged 2356 SP:Iteration 3Q (6966.578078 sec): 3 clusters Score: Raw -4363700.315932 + Penalty 2053.028970 = -4361647.286962 nChanged 2662 SP:Iteration 4F (6966.687629 sec): 3 clusters Score: Raw -4365005.859481 + Penalty 2053.028970 = -4362952.830511 nChanged 2820 SP:Iteration 5F (6966.788396 sec): 3 clusters Score: Raw -4366823.822679 + Penalty 2053.028970 = -4364770.793709 nChanged 3208 SP:Iteration 6F (6966.876482 sec): 3 clusters Score: Raw -4369316.955599 + Penalty 2053.028970 = -4367263.926629 nChanged 3259 SP:Iteration 7F (6966.979869 sec): 3 clusters Score: Raw -4371782.414969 + Penalty 2053.028970 = -4369729.385999 nChanged 2718 SP:Iteration 8F (6967.101702 sec): 3 clusters Score: Raw -4373288.447028 + Penalty 2053.028970 = -4371235.418057 nChanged 1796 SP:Iteration 9Q (6967.211685 sec): 3 clusters Score: Raw -4373888.165098 + Penalty 2053.028970 = -4371835.136128 nChanged 1062 SP:Iteration 10Q (6967.331591 sec): 3 clusters Score: Raw -4374126.982401 + Penalty 2053.028970 = -4372073.953431 nChanged 712 SP:Iteration 11Q (6967.442515 sec): 3 clusters Score: Raw -4374287.104293 + Penalty 2053.028970 = -4372234.075322 nChanged 609 SP:Iteration 12Q (6967.556370 sec): 3 clusters Score: Raw -4374424.370414 + Penalty 2053.028970 = -4372371.341444 nChanged 596 SP:Iteration 13Q (6967.671859 sec): 3 clusters Score: Raw -4374557.164280 + Penalty 2053.028970 = -4372504.135310 nChanged 561 SP:Iteration 14Q (6967.770822 sec): 3 clusters Score: Raw -4374677.337516 + Penalty 2053.028970 = -4372624.308545 nChanged 550 SP:Iteration 15Q (6967.846133 sec): 3 clusters Score: Raw -4374799.775644 + Penalty 2053.028970 = -4372746.746674 nChanged 512 SP:Iteration 16Q (6967.921707 sec): 3 clusters Score: Raw -4374919.498565 + Penalty 2053.028970 = -4372866.469594 nChanged 548 SP:Iteration 17Q (6967.996833 sec): 3 clusters Score: Raw -4375058.460746 + Penalty 2053.028970 = -4373005.431776 nChanged 605 SP:Iteration 18Q (6968.071957 sec): 3 clusters Score: Raw -4375219.964010 + Penalty 2053.028970 = -4373166.935039 nChanged 614 SP:Iteration 19Q (6968.172561 sec): 3 clusters Score: Raw -4375387.707728 + Penalty 2053.028970 = -4373334.678758 nChanged 618 SP:Iteration 20F (6968.292587 sec): 3 clusters Score: Raw -4375567.462052 + Penalty 2053.028970 = -4373514.433082 nChanged 586 SP:Iteration 21Q (6968.395900 sec): 3 clusters Score: Raw -4375742.497310 + Penalty 2053.028970 = -4373689.468340 nChanged 615 SP:Iteration 22Q (6968.513825 sec): 3 clusters Score: Raw -4375939.018111 + Penalty 2053.028970 = -4373885.989141 nChanged 639 SP:Iteration 23Q (6968.628775 sec): 3 clusters Score: Raw -4376169.908230 + Penalty 2053.028970 = -4374116.879260 nChanged 670 SP:Iteration 24Q (6968.742809 sec): 3 clusters Score: Raw -4376452.743317 + Penalty 2053.028970 = -4374399.714346 nChanged 699 SP:Iteration 25Q (6968.856666 sec): 3 clusters Score: Raw -4376769.203029 + Penalty 2053.028970 = -4374716.174059 nChanged 728 SP:Iteration 26Q (6968.965281 sec): 3 clusters Score: Raw -4377074.732710 + Penalty 2053.028970 = -4375021.703739 nChanged 656 SP:Iteration 27Q (6969.072992 sec): 3 clusters Score: Raw -4377316.319558 + Penalty 2053.028970 = -4375263.290588 nChanged 613 SP:Iteration 28Q (6969.185888 sec): 3 clusters Score: Raw -4377507.505824 + Penalty 2053.028970 = -4375454.476853 nChanged 557 SP:Iteration 29Q (6969.296400 sec): 3 clusters Score: Raw -4377647.256395 + Penalty 2053.028970 = -4375594.227425 nChanged 490 SP:Iteration 30Q (6969.405747 sec): 3 clusters Score: Raw -4377769.997932 + Penalty 2053.028970 = -4375716.968962 nChanged 447 SP:Iteration 31Q (6969.514036 sec): 3 clusters Score: Raw -4377872.389739 + Penalty 2053.028970 = -4375819.360769 nChanged 418 SP:Iteration 32Q (6969.632737 sec): 3 clusters Score: Raw -4377966.302482 + Penalty 2053.028970 = -4375913.273512 nChanged 417 SP:Iteration 33Q (6969.748117 sec): 3 clusters Score: Raw -4378053.280156 + Penalty 2053.028970 = -4376000.251186 nChanged 373 SP:Iteration 34Q (6969.842114 sec): 3 clusters Score: Raw -4378123.130774 + Penalty 2053.028970 = -4376070.101804 nChanged 319 SP:Iteration 35Q (6969.948824 sec): 3 clusters Score: Raw -4378181.392395 + Penalty 2053.028970 = -4376128.363424 nChanged 323 SP:Iteration 36Q (6970.047657 sec): 3 clusters Score: Raw -4378240.036935 + Penalty 2053.028970 = -4376187.007965 nChanged 327 SP:Iteration 37Q (6970.147040 sec): 3 clusters Score: Raw -4378302.117553 + Penalty 2053.028970 = -4376249.088583 nChanged 303 SP:Iteration 38Q (6970.245493 sec): 3 clusters Score: Raw -4378353.358012 + Penalty 2053.028970 = -4376300.329042 nChanged 270 SP:Iteration 39Q (6970.347982 sec): 3 clusters Score: Raw -4378395.391710 + Penalty 2053.028970 = -4376342.362739 nChanged 270 SP:Iteration 40F (6970.458314 sec): 3 clusters Score: Raw -4378440.537366 + Penalty 2053.028970 = -4376387.508395 nChanged 268 SP:Iteration 41Q (6970.563384 sec): 3 clusters Score: Raw -4378478.421390 + Penalty 2053.028970 = -4376425.392420 nChanged 263 SP:Iteration 42Q (6970.661271 sec): 3 clusters Score: Raw -4378514.818366 + Penalty 2053.028970 = -4376461.789396 nChanged 256 SP:Iteration 43Q (6970.760230 sec): 3 clusters Score: Raw -4378550.592350 + Penalty 2053.028970 = -4376497.563379 nChanged 247 SP:Iteration 44Q (6970.866850 sec): 3 clusters Score: Raw -4378581.934393 + Penalty 2053.028970 = -4376528.905423 nChanged 230 SP:Iteration 45Q (6970.972896 sec): 3 clusters Score: Raw -4378610.108216 + Penalty 2053.028970 = -4376557.079246 nChanged 207 SP:Iteration 46Q (6971.079639 sec): 3 clusters Score: Raw -4378633.851858 + Penalty 2053.028970 = -4376580.822887 nChanged 187 SP:Iteration 47Q (6971.183138 sec): 3 clusters Score: Raw -4378653.911886 + Penalty 2053.028970 = -4376600.882915 nChanged 175 SP:Iteration 48Q (6971.283109 sec): 3 clusters Score: Raw -4378672.213860 + Penalty 2053.028970 = -4376619.184889 nChanged 172 SP:Iteration 49Q (6971.367429 sec): 3 clusters Score: Raw -4378691.244404 + Penalty 2053.028970 = -4376638.215434 nChanged 185 SP:Iteration 50Q (6971.467250 sec): 3 clusters Score: Raw -4378711.888769 + Penalty 2053.028970 = -4376658.859799 nChanged 169 SP:Iteration 51Q (6971.570750 sec): 3 clusters Score: Raw -4378729.807923 + Penalty 2053.028970 = -4376676.778952 nChanged 174 SP:Iteration 52Q (6971.661169 sec): 3 clusters Score: Raw -4378747.683264 + Penalty 2053.028970 = -4376694.654293 nChanged 172 SP:Iteration 53Q (6971.753374 sec): 3 clusters Score: Raw -4378765.530387 + Penalty 2053.028970 = -4376712.501417 nChanged 161 SP:Iteration 54Q (6971.853695 sec): 3 clusters Score: Raw -4378780.806066 + Penalty 2053.028970 = -4376727.777095 nChanged 142 SP:Iteration 55Q (6971.946572 sec): 3 clusters Score: Raw -4378793.404735 + Penalty 2053.028970 = -4376740.375765 nChanged 147 SP:Iteration 56Q (6972.053215 sec): 3 clusters Score: Raw -4378806.505215 + Penalty 2053.028970 = -4376753.476245 nChanged 139 SP:Iteration 57Q (6972.144460 sec): 3 clusters Score: Raw -4378818.242034 + Penalty 2053.028970 = -4376765.213064 nChanged 132 SP:Iteration 58Q (6972.240894 sec): 3 clusters Score: Raw -4378829.828078 + Penalty 2053.028970 = -4376776.799108 nChanged 130 SP:Iteration 59Q (6972.343693 sec): 3 clusters Score: Raw -4378840.449603 + Penalty 2053.028970 = -4376787.420632 nChanged 122 SP:Iteration 60F (6972.441454 sec): 3 clusters Score: Raw -4378850.721651 + Penalty 2053.028970 = -4376797.692681 nChanged 132 SP:Iteration 61Q (6972.530736 sec): 3 clusters Score: Raw -4378862.395795 + Penalty 2053.028970 = -4376809.366825 nChanged 133 SP:Iteration 62Q (6972.636583 sec): 3 clusters Score: Raw -4378873.938983 + Penalty 2053.028970 = -4376820.910012 nChanged 133 SP:Iteration 63Q (6972.727622 sec): 3 clusters Score: Raw -4378886.964175 + Penalty 2053.028970 = -4376833.935205 nChanged 123 SP:Iteration 64Q (6972.826833 sec): 3 clusters Score: Raw -4378897.660369 + Penalty 2053.028970 = -4376844.631399 nChanged 119 SP:Iteration 65Q (6972.933036 sec): 3 clusters Score: Raw -4378906.797036 + Penalty 2053.028970 = -4376853.768065 nChanged 101 SP:Iteration 66Q (6973.035615 sec): 3 clusters Score: Raw -4378913.926462 + Penalty 2053.028970 = -4376860.897492 nChanged 104 SP:Iteration 67Q (6973.129180 sec): 3 clusters Score: Raw -4378922.194400 + Penalty 2053.028970 = -4376869.165430 nChanged 94 SP:Iteration 68Q (6973.220672 sec): 3 clusters Score: Raw -4378929.707038 + Penalty 2053.028970 = -4376876.678068 nChanged 91 SP:Iteration 69Q (6973.298474 sec): 3 clusters Score: Raw -4378938.089615 + Penalty 2053.028970 = -4376885.060645 nChanged 123 SP:Iteration 70Q (6973.395431 sec): 3 clusters Score: Raw -4378951.127997 + Penalty 2053.028970 = -4376898.099027 nChanged 138 SP:Iteration 71Q (6973.491215 sec): 3 clusters Score: Raw -4378965.528676 + Penalty 2053.028970 = -4376912.499706 nChanged 131 SP:Iteration 72Q (6973.590142 sec): 3 clusters Score: Raw -4378978.935515 + Penalty 2053.028970 = -4376925.906545 nChanged 126 SP:Iteration 73Q (6973.659167 sec): 3 clusters Score: Raw -4378990.749916 + Penalty 2053.028970 = -4376937.720945 nChanged 117 SP:Iteration 74Q (6973.762031 sec): 3 clusters Score: Raw -4379002.054857 + Penalty 2053.028970 = -4376949.025887 nChanged 131 SP:Iteration 75Q (6973.857826 sec): 3 clusters Score: Raw -4379016.039831 + Penalty 2053.028970 = -4376963.010860 nChanged 123 SP:Iteration 76Q (6973.954399 sec): 3 clusters Score: Raw -4379028.638004 + Penalty 2053.028970 = -4376975.609034 nChanged 116 SP:Iteration 77Q (6974.057461 sec): 3 clusters Score: Raw -4379040.785006 + Penalty 2053.028970 = -4376987.756036 nChanged 116 SP:Iteration 78Q (6974.115538 sec): 3 clusters Score: Raw -4379053.120955 + Penalty 2053.028970 = -4377000.091985 nChanged 128 SP:Iteration 79Q (6974.225483 sec): 3 clusters Score: Raw -4379066.367230 + Penalty 2053.028970 = -4377013.338260 nChanged 109 SP:Iteration 80F (6974.318017 sec): 3 clusters Score: Raw -4379077.646476 + Penalty 2053.028970 = -4377024.617505 nChanged 110 SP:Iteration 81Q (6974.423420 sec): 3 clusters Score: Raw -4379089.255927 + Penalty 2053.028970 = -4377036.226956 nChanged 109 SP:Iteration 82Q (6974.526767 sec): 3 clusters Score: Raw -4379100.014831 + Penalty 2053.028970 = -4377046.985861 nChanged 101 SP:Iteration 83Q (6974.629747 sec): 3 clusters Score: Raw -4379109.536860 + Penalty 2053.028970 = -4377056.507890 nChanged 92 SP:Iteration 84Q (6974.731966 sec): 3 clusters Score: Raw -4379118.001751 + Penalty 2053.028970 = -4377064.972781 nChanged 95 SP:Iteration 85Q (6974.823385 sec): 3 clusters Score: Raw -4379126.864945 + Penalty 2053.028970 = -4377073.835974 nChanged 88 SP:Iteration 86Q (6974.925642 sec): 3 clusters Score: Raw -4379134.672261 + Penalty 2053.028970 = -4377081.643291 nChanged 91 SP:Iteration 87Q (6975.028111 sec): 3 clusters Score: Raw -4379141.381365 + Penalty 2053.028970 = -4377088.352395 nChanged 75 SP:Iteration 88Q (6975.130337 sec): 3 clusters Score: Raw -4379147.100576 + Penalty 2053.028970 = -4377094.071605 nChanged 87 SP:Iteration 89Q (6975.232145 sec): 3 clusters Score: Raw -4379154.519206 + Penalty 2053.028970 = -4377101.490236 nChanged 88 SP:Iteration 90Q (6975.333245 sec): 3 clusters Score: Raw -4379161.975863 + Penalty 2053.028970 = -4377108.946893 nChanged 85 SP:Iteration 91Q (6975.432282 sec): 3 clusters Score: Raw -4379170.531978 + Penalty 2053.028970 = -4377117.503007 nChanged 82 SP:Iteration 92Q (6975.521521 sec): 3 clusters Score: Raw -4379177.461720 + Penalty 2053.028970 = -4377124.432750 nChanged 83 SP:Iteration 93Q (6975.623986 sec): 3 clusters Score: Raw -4379185.424188 + Penalty 2053.028970 = -4377132.395218 nChanged 90 SP:Iteration 94Q (6975.709928 sec): 3 clusters Score: Raw -4379194.003737 + Penalty 2053.028970 = -4377140.974766 nChanged 85 SP:Iteration 95Q (6975.820144 sec): 3 clusters Score: Raw -4379201.285929 + Penalty 2053.028970 = -4377148.256959 nChanged 85 SP:Iteration 96Q (6975.927203 sec): 3 clusters Score: Raw -4379208.982441 + Penalty 2053.028970 = -4377155.953471 nChanged 86 SP:Iteration 97Q (6976.028840 sec): 3 clusters Score: Raw -4379217.099720 + Penalty 2053.028970 = -4377164.070750 nChanged 99 SP:Iteration 98Q (6976.130497 sec): 3 clusters Score: Raw -4379227.612849 + Penalty 2053.028970 = -4377174.583879 nChanged 112 SP:Iteration 99Q (6976.240711 sec): 3 clusters Score: Raw -4379239.982887 + Penalty 2053.028970 = -4377186.953916 nChanged 115 SP:Iteration 100F (6976.343969 sec): 3 clusters Score: Raw -4379253.298707 + Penalty 2053.028970 = -4377200.269737 nChanged 107 SP:Iteration 101Q (6976.457804 sec): 3 clusters Score: Raw -4379264.420590 + Penalty 2053.028970 = -4377211.391620 nChanged 106 SP:Iteration 102Q (6976.561444 sec): 3 clusters Score: Raw -4379276.263020 + Penalty 2053.028970 = -4377223.234050 nChanged 109 SP:Iteration 103Q (6976.669237 sec): 3 clusters Score: Raw -4379288.662205 + Penalty 2053.028970 = -4377235.633234 nChanged 108 SP:Iteration 104Q (6976.772881 sec): 3 clusters Score: Raw -4379302.059424 + Penalty 2053.028970 = -4377249.030453 nChanged 112 SP:Iteration 105Q (6976.876675 sec): 3 clusters Score: Raw -4379314.854626 + Penalty 2053.028970 = -4377261.825656 nChanged 98 SP:Iteration 106Q (6976.974913 sec): 3 clusters Score: Raw -4379323.525177 + Penalty 2053.028970 = -4377270.496206 nChanged 78 SP:Iteration 107Q (6977.086158 sec): 3 clusters Score: Raw -4379330.207059 + Penalty 2053.028970 = -4377277.178088 nChanged 77 SP:Iteration 108Q (6977.181918 sec): 3 clusters Score: Raw -4379336.946322 + Penalty 2053.028970 = -4377283.917352 nChanged 83 SP:Iteration 109Q (6977.284054 sec): 3 clusters Score: Raw -4379344.040150 + Penalty 2053.028970 = -4377291.011180 nChanged 85 SP:Iteration 110Q (6977.379679 sec): 3 clusters Score: Raw -4379352.333932 + Penalty 2053.028970 = -4377299.304961 nChanged 82 SP:Iteration 111Q (6977.488142 sec): 3 clusters Score: Raw -4379360.568238 + Penalty 2053.028970 = -4377307.539267 nChanged 85 SP:Iteration 112Q (6977.583741 sec): 3 clusters Score: Raw -4379369.836767 + Penalty 2053.028970 = -4377316.807797 nChanged 85 SP:Iteration 113Q (6977.683755 sec): 3 clusters Score: Raw -4379378.314656 + Penalty 2053.028970 = -4377325.285686 nChanged 95 SP:Iteration 114Q (6977.794676 sec): 3 clusters Score: Raw -4379386.044739 + Penalty 2053.028970 = -4377333.015769 nChanged 68 SP:Iteration 115Q (6977.892582 sec): 3 clusters Score: Raw -4379391.915969 + Penalty 2053.028970 = -4377338.886999 nChanged 78 SP:Iteration 116Q (6978.003942 sec): 3 clusters Score: Raw -4379398.401966 + Penalty 2053.028970 = -4377345.372996 nChanged 76 SP:Iteration 117Q (6978.107482 sec): 3 clusters Score: Raw -4379405.919540 + Penalty 2053.028970 = -4377352.890570 nChanged 93 SP:Iteration 118Q (6978.198567 sec): 3 clusters Score: Raw -4379415.682956 + Penalty 2053.028970 = -4377362.653986 nChanged 94 SP:Iteration 119Q (6978.309524 sec): 3 clusters Score: Raw -4379425.545592 + Penalty 2053.028970 = -4377372.516621 nChanged 79 SP:Iteration 120F (6978.420922 sec): 3 clusters Score: Raw -4379433.266370 + Penalty 2053.028970 = -4377380.237400 nChanged 76 SP:Iteration 121Q (6978.524605 sec): 3 clusters Score: Raw -4379440.480933 + Penalty 2053.028970 = -4377387.451962 nChanged 62 SP:Iteration 122Q (6978.628440 sec): 3 clusters Score: Raw -4379446.549192 + Penalty 2053.028970 = -4377393.520222 nChanged 71 SP:Iteration 123Q (6978.720137 sec): 3 clusters Score: Raw -4379454.145444 + Penalty 2053.028970 = -4377401.116474 nChanged 75 SP:Iteration 124Q (6978.816240 sec): 3 clusters Score: Raw -4379462.927510 + Penalty 2053.028970 = -4377409.898539 nChanged 84 SP:Iteration 125Q (6978.919852 sec): 3 clusters Score: Raw -4379471.690060 + Penalty 2053.028970 = -4377418.661090 nChanged 65 SP:Iteration 126Q (6979.020632 sec): 3 clusters Score: Raw -4379477.552271 + Penalty 2053.028970 = -4377424.523301 nChanged 54 SP:Iteration 127Q (6979.126252 sec): 3 clusters Score: Raw -4379481.710102 + Penalty 2053.028970 = -4377428.681132 nChanged 51 SP:Iteration 128Q (6979.229232 sec): 3 clusters Score: Raw -4379486.792675 + Penalty 2053.028970 = -4377433.763705 nChanged 59 SP:Iteration 129Q (6979.320016 sec): 3 clusters Score: Raw -4379492.680792 + Penalty 2053.028970 = -4377439.651822 nChanged 61 SP:Iteration 130Q (6979.418067 sec): 3 clusters Score: Raw -4379497.931261 + Penalty 2053.028970 = -4377444.902291 nChanged 47 SP:Iteration 131Q (6979.511730 sec): 3 clusters Score: Raw -4379502.536546 + Penalty 2053.028970 = -4377449.507575 nChanged 50 SP:Iteration 132Q (6979.611026 sec): 3 clusters Score: Raw -4379507.338608 + Penalty 2053.028970 = -4377454.309638 nChanged 55 SP:Iteration 133Q (6979.717296 sec): 3 clusters Score: Raw -4379512.393786 + Penalty 2053.028970 = -4377459.364815 nChanged 50 SP:Iteration 134Q (6979.822201 sec): 3 clusters Score: Raw -4379515.622052 + Penalty 2053.028970 = -4377462.593082 nChanged 42 SP:Iteration 135Q (6979.925148 sec): 3 clusters Score: Raw -4379518.195334 + Penalty 2053.028970 = -4377465.166364 nChanged 43 SP:Iteration 136Q (6980.027910 sec): 3 clusters Score: Raw -4379521.416533 + Penalty 2053.028970 = -4377468.387563 nChanged 54 SP:Iteration 137Q (6980.130710 sec): 3 clusters Score: Raw -4379525.754086 + Penalty 2053.028970 = -4377472.725116 nChanged 53 SP:Iteration 138Q (6980.231655 sec): 3 clusters Score: Raw -4379529.876550 + Penalty 2053.028970 = -4377476.847580 nChanged 55 SP:Iteration 139Q (6980.333343 sec): 3 clusters Score: Raw -4379534.200344 + Penalty 2053.028970 = -4377481.171374 nChanged 55 SP:Iteration 140F (6980.429730 sec): 3 clusters Score: Raw -4379538.938893 + Penalty 2053.028970 = -4377485.909923 nChanged 52 SP:Iteration 141Q (6980.495442 sec): 3 clusters Score: Raw -4379543.187729 + Penalty 2053.028970 = -4377490.158758 nChanged 35 SP:Iteration 142Q (6980.559612 sec): 3 clusters Score: Raw -4379545.768871 + Penalty 2053.028970 = -4377492.739900 nChanged 29 SP:Iteration 143Q (6980.625102 sec): 3 clusters Score: Raw -4379547.819674 + Penalty 2053.028970 = -4377494.790704 nChanged 31 SP:Iteration 144Q (6980.690547 sec): 3 clusters Score: Raw -4379550.494987 + Penalty 2053.028970 = -4377497.466017 nChanged 38 SP:Iteration 145Q (6980.767468 sec): 3 clusters Score: Raw -4379553.456435 + Penalty 2053.028970 = -4377500.427464 nChanged 33 SP:Iteration 146Q (6980.830244 sec): 3 clusters Score: Raw -4379556.073971 + Penalty 2053.028970 = -4377503.045001 nChanged 44 SP:Iteration 147Q (6980.943945 sec): 3 clusters Score: Raw -4379560.298380 + Penalty 2053.028970 = -4377507.269410 nChanged 48 SP:Iteration 148Q (6981.036407 sec): 3 clusters Score: Raw -4379565.551557 + Penalty 2053.028970 = -4377512.522587 nChanged 60 SP:Iteration 149Q (6981.132516 sec): 3 clusters Score: Raw -4379571.916406 + Penalty 2053.028970 = -4377518.887435 nChanged 56 SP:Iteration 150Q (6981.233494 sec): 3 clusters Score: Raw -4379578.317653 + Penalty 2053.028970 = -4377525.288682 nChanged 56 SP:Iteration 151Q (6981.336874 sec): 3 clusters Score: Raw -4379583.832803 + Penalty 2053.028970 = -4377530.803833 nChanged 58 SP:Iteration 152Q (6981.440600 sec): 3 clusters Score: Raw -4379590.518433 + Penalty 2053.028970 = -4377537.489463 nChanged 64 SP:Iteration 153Q (6981.529377 sec): 3 clusters Score: Raw -4379598.434483 + Penalty 2053.028970 = -4377545.405513 nChanged 66 SP:Iteration 154Q (6981.616410 sec): 3 clusters Score: Raw -4379607.439173 + Penalty 2053.028970 = -4377554.410202 nChanged 79 SP:Iteration 155Q (6981.705114 sec): 3 clusters Score: Raw -4379618.355812 + Penalty 2053.028970 = -4377565.326841 nChanged 84 SP:Iteration 156Q (6981.803187 sec): 3 clusters Score: Raw -4379628.893145 + Penalty 2053.028970 = -4377575.864175 nChanged 77 SP:Iteration 157Q (6981.890620 sec): 3 clusters Score: Raw -4379639.857778 + Penalty 2053.028970 = -4377586.828808 nChanged 83 SP:Iteration 158Q (6981.988913 sec): 3 clusters Score: Raw -4379652.999403 + Penalty 2053.028970 = -4377599.970433 nChanged 83 SP:Iteration 159Q (6982.087892 sec): 3 clusters Score: Raw -4379665.296693 + Penalty 2053.028970 = -4377612.267722 nChanged 84 SP:Iteration 160F (6982.198275 sec): 3 clusters Score: Raw -4379677.510908 + Penalty 2053.028970 = -4377624.481938 nChanged 72 SP:Iteration 161Q (6982.292149 sec): 3 clusters Score: Raw -4379687.117193 + Penalty 2053.028970 = -4377634.088223 nChanged 64 SP:Iteration 162Q (6982.406143 sec): 3 clusters Score: Raw -4379695.891178 + Penalty 2053.028970 = -4377642.862208 nChanged 55 SP:Iteration 163Q (6982.507472 sec): 3 clusters Score: Raw -4379704.117346 + Penalty 2053.028970 = -4377651.088376 nChanged 66 SP:Iteration 164Q (6982.604794 sec): 3 clusters Score: Raw -4379713.094708 + Penalty 2053.028970 = -4377660.065737 nChanged 68 SP:Iteration 165Q (6982.704996 sec): 3 clusters Score: Raw -4379722.264226 + Penalty 2053.028970 = -4377669.235256 nChanged 61 SP:Iteration 166Q (6982.816799 sec): 3 clusters Score: Raw -4379730.188645 + Penalty 2053.028970 = -4377677.159675 nChanged 67 SP:Iteration 167Q (6982.919903 sec): 3 clusters Score: Raw -4379739.850538 + Penalty 2053.028970 = -4377686.821568 nChanged 66 SP:Iteration 168Q (6983.022856 sec): 3 clusters Score: Raw -4379748.088552 + Penalty 2053.028970 = -4377695.059581 nChanged 66 SP:Iteration 169Q (6983.125635 sec): 3 clusters Score: Raw -4379755.222591 + Penalty 2053.028970 = -4377702.193621 nChanged 65 SP:Iteration 170Q (6983.217386 sec): 3 clusters Score: Raw -4379764.230161 + Penalty 2053.028970 = -4377711.201191 nChanged 71 SP:Iteration 171Q (6983.330426 sec): 3 clusters Score: Raw -4379773.987084 + Penalty 2053.028970 = -4377720.958114 nChanged 65 SP:Iteration 172Q (6983.428725 sec): 3 clusters Score: Raw -4379783.389211 + Penalty 2053.028970 = -4377730.360241 nChanged 66 SP:Iteration 173Q (6983.533302 sec): 3 clusters Score: Raw -4379794.145226 + Penalty 2053.028970 = -4377741.116256 nChanged 66 SP:Iteration 174Q (6983.637716 sec): 3 clusters Score: Raw -4379806.254001 + Penalty 2053.028970 = -4377753.225030 nChanged 75 SP:Iteration 175Q (6983.727597 sec): 3 clusters Score: Raw -4379818.717234 + Penalty 2053.028970 = -4377765.688264 nChanged 74 SP:Iteration 176Q (6983.826443 sec): 3 clusters Score: Raw -4379831.724822 + Penalty 2053.028970 = -4377778.695852 nChanged 81 SP:Iteration 177Q (6983.921992 sec): 3 clusters Score: Raw -4379846.714947 + Penalty 2053.028970 = -4377793.685977 nChanged 74 SP:Iteration 178Q (6984.019557 sec): 3 clusters Score: Raw -4379861.816810 + Penalty 2053.028970 = -4377808.787840 nChanged 86 SP:Iteration 179Q (6984.128959 sec): 3 clusters Score: Raw -4379881.569891 + Penalty 2053.028970 = -4377828.540920 nChanged 100 SP:Iteration 180F (6984.237489 sec): 3 clusters Score: Raw -4379902.918782 + Penalty 2053.028970 = -4377849.889812 nChanged 86 SP:Iteration 181Q (6984.338859 sec): 3 clusters Score: Raw -4379920.869656 + Penalty 2053.028970 = -4377867.840686 nChanged 65 SP:Iteration 182Q (6984.436220 sec): 3 clusters Score: Raw -4379932.987880 + Penalty 2053.028970 = -4377879.958910 nChanged 70 SP:Iteration 183Q (6984.543759 sec): 3 clusters Score: Raw -4379945.705430 + Penalty 2053.028970 = -4377892.676459 nChanged 80 SP:Iteration 184Q (6984.644886 sec): 3 clusters Score: Raw -4379960.013988 + Penalty 2053.028970 = -4377906.985017 nChanged 75 SP:Iteration 185Q (6984.741765 sec): 3 clusters Score: Raw -4379973.371881 + Penalty 2053.028970 = -4377920.342911 nChanged 65 SP:Iteration 186Q (6984.831177 sec): 3 clusters Score: Raw -4379985.373615 + Penalty 2053.028970 = -4377932.344644 nChanged 69 SP:Iteration 187Q (6984.934334 sec): 3 clusters Score: Raw -4379998.396054 + Penalty 2053.028970 = -4377945.367083 nChanged 67 SP:Iteration 188Q (6985.023673 sec): 3 clusters Score: Raw -4380011.244635 + Penalty 2053.028970 = -4377958.215665 nChanged 71 SP:Iteration 189Q (6985.120051 sec): 3 clusters Score: Raw -4380027.139174 + Penalty 2053.028970 = -4377974.110204 nChanged 68 SP:Iteration 190Q (6985.232661 sec): 3 clusters Score: Raw -4380042.021214 + Penalty 2053.028970 = -4377988.992243 nChanged 74 SP:Iteration 191Q (6985.334000 sec): 3 clusters Score: Raw -4380057.942618 + Penalty 2053.028970 = -4378004.913648 nChanged 70 SP:Iteration 192Q (6985.420853 sec): 3 clusters Score: Raw -4380072.634475 + Penalty 2053.028970 = -4378019.605505 nChanged 76 SP:Iteration 193Q (6985.528406 sec): 3 clusters Score: Raw -4380087.825158 + Penalty 2053.028970 = -4378034.796188 nChanged 70 SP:Iteration 194Q (6985.631303 sec): 3 clusters Score: Raw -4380101.244077 + Penalty 2053.028970 = -4378048.215107 nChanged 60 SP:Iteration 195Q (6985.723810 sec): 3 clusters Score: Raw -4380113.170906 + Penalty 2053.028970 = -4378060.141936 nChanged 55 SP:Iteration 196Q (6985.835377 sec): 3 clusters Score: Raw -4380123.411047 + Penalty 2053.028970 = -4378070.382077 nChanged 57 SP:Iteration 197Q (6985.936369 sec): 3 clusters Score: Raw -4380137.511109 + Penalty 2053.028970 = -4378084.482139 nChanged 55 SP:Iteration 198Q (6986.026844 sec): 3 clusters Score: Raw -4380149.172335 + Penalty 2053.028970 = -4378096.143365 nChanged 50 SP:Iteration 199Q (6986.135778 sec): 3 clusters Score: Raw -4380160.503939 + Penalty 2053.028970 = -4378107.474968 nChanged 44 SP:Iteration 200F (6986.244033 sec): 3 clusters Score: Raw -4380170.460375 + Penalty 2053.028970 = -4378117.431405 nChanged 50 SP:Iteration 201Q (6986.343768 sec): 3 clusters Score: Raw -4380180.137061 + Penalty 2053.028970 = -4378127.108090 nChanged 46 SP:Iteration 202Q (6986.437808 sec): 3 clusters Score: Raw -4380188.378359 + Penalty 2053.028970 = -4378135.349389 nChanged 23 SP:Iteration 203Q (6986.520256 sec): 3 clusters Score: Raw -4380192.557205 + Penalty 2053.028970 = -4378139.528235 nChanged 26 SP:Iteration 204Q (6986.626694 sec): 3 clusters Score: Raw -4380196.488694 + Penalty 2053.028970 = -4378143.459723 nChanged 26 SP:Iteration 205Q (6986.728241 sec): 3 clusters Score: Raw -4380201.484556 + Penalty 2053.028970 = -4378148.455586 nChanged 24 SP:Iteration 206Q (6986.828655 sec): 3 clusters Score: Raw -4380204.657684 + Penalty 2053.028970 = -4378151.628714 nChanged 24 SP:Iteration 207Q (6986.927211 sec): 3 clusters Score: Raw -4380208.158081 + Penalty 2053.028970 = -4378155.129110 nChanged 21 SP:Iteration 208Q (6987.016765 sec): 3 clusters Score: Raw -4380212.122220 + Penalty 2053.028970 = -4378159.093250 nChanged 25 SP:Iteration 209Q (6987.112843 sec): 3 clusters Score: Raw -4380216.795519 + Penalty 2053.028970 = -4378163.766549 nChanged 31 SP:Iteration 210Q (6987.218787 sec): 3 clusters Score: Raw -4380223.256969 + Penalty 2053.028970 = -4378170.227999 nChanged 28 SP:Iteration 211Q (6987.307763 sec): 3 clusters Score: Raw -4380228.466693 + Penalty 2053.028970 = -4378175.437722 nChanged 24 SP:Iteration 212Q (6987.410280 sec): 3 clusters Score: Raw -4380232.525766 + Penalty 2053.028970 = -4378179.496796 nChanged 22 SP:Iteration 213Q (6987.505839 sec): 3 clusters Score: Raw -4380236.100137 + Penalty 2053.028970 = -4378183.071167 nChanged 19 SP:Iteration 214Q (6987.606459 sec): 3 clusters Score: Raw -4380239.347950 + Penalty 2053.028970 = -4378186.318980 nChanged 24 SP:Iteration 215Q (6987.708854 sec): 3 clusters Score: Raw -4380243.989964 + Penalty 2053.028970 = -4378190.960993 nChanged 21 SP:Iteration 216Q (6987.809195 sec): 3 clusters Score: Raw -4380247.106027 + Penalty 2053.028970 = -4378194.077056 nChanged 11 SP:Iteration 217Q (6987.904100 sec): 3 clusters Score: Raw -4380248.773282 + Penalty 2053.028970 = -4378195.744312 nChanged 13 SP:Iteration 218Q (6988.002608 sec): 3 clusters Score: Raw -4380251.107057 + Penalty 2053.028970 = -4378198.078086 nChanged 15 SP:Iteration 219Q (6988.108853 sec): 3 clusters Score: Raw -4380253.396541 + Penalty 2053.028970 = -4378200.367570 nChanged 13 SP:Iteration 220F (6988.221759 sec): 3 clusters Score: Raw -4380255.966374 + Penalty 2053.028970 = -4378202.937404 nChanged 14 SP:Iteration 221Q (6988.315009 sec): 3 clusters Score: Raw -4380257.729613 + Penalty 2053.028970 = -4378204.700643 nChanged 14 SP:Iteration 222Q (6988.422241 sec): 3 clusters Score: Raw -4380259.962076 + Penalty 2053.028970 = -4378206.933106 nChanged 10 SP:Iteration 223Q (6988.519752 sec): 3 clusters Score: Raw -4380261.386996 + Penalty 2053.028970 = -4378208.358026 nChanged 14 SP:Iteration 224Q (6988.626333 sec): 3 clusters Score: Raw -4380264.154337 + Penalty 2053.028970 = -4378211.125366 nChanged 19 SP:Iteration 225Q (6988.727973 sec): 3 clusters Score: Raw -4380267.611353 + Penalty 2053.028970 = -4378214.582382 nChanged 19 SP:Iteration 226Q (6988.804346 sec): 3 clusters Score: Raw -4380270.686220 + Penalty 2053.028970 = -4378217.657250 nChanged 12 SP:Iteration 227Q (6988.897854 sec): 3 clusters Score: Raw -4380272.403874 + Penalty 2053.028970 = -4378219.374903 nChanged 15 SP:Iteration 228Q (6988.988244 sec): 3 clusters Score: Raw -4380275.242894 + Penalty 2053.028970 = -4378222.213924 nChanged 20 SP:Iteration 229Q (6989.057876 sec): 3 clusters Score: Raw -4380280.081289 + Penalty 2053.028970 = -4378227.052319 nChanged 20 SP:Iteration 230Q (6989.156313 sec): 3 clusters Score: Raw -4380282.782117 + Penalty 2053.028970 = -4378229.753147 nChanged 15 SP:Iteration 231Q (6989.237537 sec): 3 clusters Score: Raw -4380284.957789 + Penalty 2053.028970 = -4378231.928819 nChanged 16 SP:Iteration 232Q (6989.325037 sec): 3 clusters Score: Raw -4380287.416643 + Penalty 2053.028970 = -4378234.387673 nChanged 15 SP:Iteration 233Q (6989.412583 sec): 3 clusters Score: Raw -4380289.457377 + Penalty 2053.028970 = -4378236.428407 nChanged 12 SP:Iteration 234Q (6989.511382 sec): 3 clusters Score: Raw -4380291.345632 + Penalty 2053.028970 = -4378238.316661 nChanged 11 SP:Iteration 235Q (6989.606144 sec): 3 clusters Score: Raw -4380292.775121 + Penalty 2053.028970 = -4378239.746151 nChanged 11 SP:Iteration 236Q (6989.700751 sec): 3 clusters Score: Raw -4380294.834617 + Penalty 2053.028970 = -4378241.805647 nChanged 11 SP:Iteration 237Q (6989.786289 sec): 3 clusters Score: Raw -4380296.506333 + Penalty 2053.028970 = -4378243.477363 nChanged 9 SP:Iteration 238Q (6989.871597 sec): 3 clusters Score: Raw -4380297.560888 + Penalty 2053.028970 = -4378244.531917 nChanged 6 SP:Iteration 239Q (6989.963554 sec): 3 clusters Score: Raw -4380298.554814 + Penalty 2053.028970 = -4378245.525843 nChanged 8 SP:Iteration 240F (6990.061063 sec): 3 clusters Score: Raw -4380300.081933 + Penalty 2053.028970 = -4378247.052963 nChanged 11 SP:Iteration 241Q (6990.151933 sec): 3 clusters Score: Raw -4380302.116126 + Penalty 2053.028970 = -4378249.087156 nChanged 13 SP:Iteration 242Q (6990.241461 sec): 3 clusters Score: Raw -4380304.549342 + Penalty 2053.028970 = -4378251.520372 nChanged 13 SP:Iteration 243Q (6990.334756 sec): 3 clusters Score: Raw -4380306.915919 + Penalty 2053.028970 = -4378253.886948 nChanged 13 SP:Iteration 244Q (6990.419614 sec): 3 clusters Score: Raw -4380310.322992 + Penalty 2053.028970 = -4378257.294022 nChanged 17 SP:Iteration 245Q (6990.519189 sec): 3 clusters Score: Raw -4380313.659845 + Penalty 2053.028970 = -4378260.630875 nChanged 14 SP:Iteration 246Q (6990.604422 sec): 3 clusters Score: Raw -4380315.842950 + Penalty 2053.028970 = -4378262.813980 nChanged 5 SP:Iteration 247Q (6990.698700 sec): 3 clusters Score: Raw -4380316.598852 + Penalty 2053.028970 = -4378263.569881 nChanged 5 SP:Iteration 248Q (6990.790614 sec): 3 clusters Score: Raw -4380317.419362 + Penalty 2053.028970 = -4378264.390391 nChanged 6 SP:Iteration 249Q (6990.870133 sec): 3 clusters Score: Raw -4380318.143921 + Penalty 2053.028970 = -4378265.114951 nChanged 7 SP:Iteration 250Q (6990.957467 sec): 3 clusters Score: Raw -4380319.356021 + Penalty 2053.028970 = -4378266.327050 nChanged 6 SP:Iteration 251Q (6991.051907 sec): 3 clusters Score: Raw -4380320.140484 + Penalty 2053.028970 = -4378267.111513 nChanged 1 SP:Iteration 252Q (6991.132167 sec): 3 clusters Score: Raw -4380320.198002 + Penalty 2053.028970 = -4378267.169031 nChanged 0 SP:Iteration 253F (6991.243441 sec): 3 clusters Score: Raw -4380320.198002 + Penalty 2053.028970 = -4378267.169031 nChanged 0 Trying to split cluster 4 (18885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6991.277048 sec): 2 clusters Score: Raw -1808427.658426 + Penalty 935.381707 = -1807492.276718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6991.339324 sec): 3 clusters Score: Raw -1796710.585186 + Penalty 1870.763415 = -1794839.821771 nChanged 8681 SP:Iteration 1F (6991.409962 sec): 3 clusters Score: Raw -1801630.142996 + Penalty 1870.763415 = -1799759.379581 nChanged 982 SP:Iteration 2F (6991.483324 sec): 3 clusters Score: Raw -1802055.028483 + Penalty 1870.763415 = -1800184.265068 nChanged 1094 SP:Iteration 3F (6991.549260 sec): 3 clusters Score: Raw -1802596.520600 + Penalty 1870.763415 = -1800725.757185 nChanged 1153 SP:Iteration 4F (6991.621612 sec): 3 clusters Score: Raw -1803275.956975 + Penalty 1870.763415 = -1801405.193560 nChanged 1208 SP:Iteration 5F (6991.698504 sec): 3 clusters Score: Raw -1804065.870474 + Penalty 1870.763415 = -1802195.107059 nChanged 1157 SP:Iteration 6F (6991.756587 sec): 3 clusters Score: Raw -1804879.598769 + Penalty 1870.763415 = -1803008.835354 nChanged 1018 SP:Iteration 7F (6991.823949 sec): 3 clusters Score: Raw -1805669.596585 + Penalty 1870.763415 = -1803798.833171 nChanged 807 SP:Iteration 8Q (6991.896194 sec): 3 clusters Score: Raw -1806358.916762 + Penalty 1870.763415 = -1804488.153347 nChanged 610 SP:Iteration 9Q (6991.976901 sec): 3 clusters Score: Raw -1806856.545816 + Penalty 1870.763415 = -1804985.782401 nChanged 446 SP:Iteration 10Q (6992.039196 sec): 3 clusters Score: Raw -1807143.542434 + Penalty 1870.763415 = -1805272.779019 nChanged 364 SP:Iteration 11Q (6992.102726 sec): 3 clusters Score: Raw -1807371.399939 + Penalty 1870.763415 = -1805500.636524 nChanged 306 SP:Iteration 12Q (6992.169439 sec): 3 clusters Score: Raw -1807540.349609 + Penalty 1870.763415 = -1805669.586194 nChanged 239 SP:Iteration 13Q (6992.240583 sec): 3 clusters Score: Raw -1807667.038122 + Penalty 1870.763415 = -1805796.274707 nChanged 218 SP:Iteration 14Q (6992.311026 sec): 3 clusters Score: Raw -1807775.285298 + Penalty 1870.763415 = -1805904.521883 nChanged 182 SP:Iteration 15Q (6992.378232 sec): 3 clusters Score: Raw -1807853.683970 + Penalty 1870.763415 = -1805982.920556 nChanged 162 SP:Iteration 16Q (6992.446583 sec): 3 clusters Score: Raw -1807914.358326 + Penalty 1870.763415 = -1806043.594912 nChanged 142 SP:Iteration 17Q (6992.516288 sec): 3 clusters Score: Raw -1807962.814324 + Penalty 1870.763415 = -1806092.050909 nChanged 120 SP:Iteration 18Q (6992.580755 sec): 3 clusters Score: Raw -1808004.350739 + Penalty 1870.763415 = -1806133.587324 nChanged 110 SP:Iteration 19Q (6992.657983 sec): 3 clusters Score: Raw -1808039.423423 + Penalty 1870.763415 = -1806168.660009 nChanged 91 SP:Iteration 20F (6992.705382 sec): 3 clusters Score: Raw -1808064.072098 + Penalty 1870.763415 = -1806193.308683 nChanged 71 SP:Iteration 21Q (6992.780430 sec): 3 clusters Score: Raw -1808081.907115 + Penalty 1870.763415 = -1806211.143700 nChanged 69 SP:Iteration 22Q (6992.851348 sec): 3 clusters Score: Raw -1808099.248287 + Penalty 1870.763415 = -1806228.484873 nChanged 64 SP:Iteration 23Q (6992.899821 sec): 3 clusters Score: Raw -1808115.798970 + Penalty 1870.763415 = -1806245.035556 nChanged 62 SP:Iteration 24Q (6992.967441 sec): 3 clusters Score: Raw -1808131.542790 + Penalty 1870.763415 = -1806260.779375 nChanged 50 SP:Iteration 25Q (6993.031189 sec): 3 clusters Score: Raw -1808145.262856 + Penalty 1870.763415 = -1806274.499441 nChanged 51 SP:Iteration 26Q (6993.108912 sec): 3 clusters Score: Raw -1808157.211688 + Penalty 1870.763415 = -1806286.448273 nChanged 44 SP:Iteration 27Q (6993.175952 sec): 3 clusters Score: Raw -1808167.177902 + Penalty 1870.763415 = -1806296.414487 nChanged 43 SP:Iteration 28Q (6993.237710 sec): 3 clusters Score: Raw -1808177.143532 + Penalty 1870.763415 = -1806306.380117 nChanged 45 SP:Iteration 29Q (6993.297307 sec): 3 clusters Score: Raw -1808187.875575 + Penalty 1870.763415 = -1806317.112160 nChanged 42 SP:Iteration 30Q (6993.368632 sec): 3 clusters Score: Raw -1808198.005277 + Penalty 1870.763415 = -1806327.241862 nChanged 43 SP:Iteration 31Q (6993.442791 sec): 3 clusters Score: Raw -1808212.195797 + Penalty 1870.763415 = -1806341.432382 nChanged 53 SP:Iteration 32Q (6993.491748 sec): 3 clusters Score: Raw -1808228.190821 + Penalty 1870.763415 = -1806357.427406 nChanged 43 SP:Iteration 33Q (6993.558229 sec): 3 clusters Score: Raw -1808242.131344 + Penalty 1870.763415 = -1806371.367929 nChanged 43 SP:Iteration 34Q (6993.625115 sec): 3 clusters Score: Raw -1808253.678813 + Penalty 1870.763415 = -1806382.915398 nChanged 31 SP:Iteration 35Q (6993.694773 sec): 3 clusters Score: Raw -1808260.801655 + Penalty 1870.763415 = -1806390.038240 nChanged 27 SP:Iteration 36Q (6993.762591 sec): 3 clusters Score: Raw -1808268.473913 + Penalty 1870.763415 = -1806397.710498 nChanged 31 SP:Iteration 37Q (6993.821799 sec): 3 clusters Score: Raw -1808278.150713 + Penalty 1870.763415 = -1806407.387299 nChanged 32 SP:Iteration 38Q (6993.884813 sec): 3 clusters Score: Raw -1808287.537365 + Penalty 1870.763415 = -1806416.773951 nChanged 32 SP:Iteration 39Q (6993.946014 sec): 3 clusters Score: Raw -1808296.450868 + Penalty 1870.763415 = -1806425.687453 nChanged 23 SP:Iteration 40F (6994.010669 sec): 3 clusters Score: Raw -1808303.254735 + Penalty 1870.763415 = -1806432.491320 nChanged 34 SP:Iteration 41Q (6994.077914 sec): 3 clusters Score: Raw -1808314.791871 + Penalty 1870.763415 = -1806444.028456 nChanged 39 SP:Iteration 42Q (6994.144763 sec): 3 clusters Score: Raw -1808326.226145 + Penalty 1870.763415 = -1806455.462730 nChanged 33 SP:Iteration 43Q (6994.213839 sec): 3 clusters Score: Raw -1808336.492902 + Penalty 1870.763415 = -1806465.729487 nChanged 35 SP:Iteration 44Q (6994.280693 sec): 3 clusters Score: Raw -1808347.397919 + Penalty 1870.763415 = -1806476.634505 nChanged 35 SP:Iteration 45Q (6994.341079 sec): 3 clusters Score: Raw -1808360.741403 + Penalty 1870.763415 = -1806489.977988 nChanged 36 SP:Iteration 46Q (6994.413736 sec): 3 clusters Score: Raw -1808374.909504 + Penalty 1870.763415 = -1806504.146089 nChanged 42 SP:Iteration 47Q (6994.481800 sec): 3 clusters Score: Raw -1808390.930519 + Penalty 1870.763415 = -1806520.167105 nChanged 36 SP:Iteration 48Q (6994.547886 sec): 3 clusters Score: Raw -1808406.741579 + Penalty 1870.763415 = -1806535.978164 nChanged 31 SP:Iteration 49Q (6994.613939 sec): 3 clusters Score: Raw -1808421.074465 + Penalty 1870.763415 = -1806550.311050 nChanged 31 SP:Iteration 50Q (6994.680079 sec): 3 clusters Score: Raw -1808434.291369 + Penalty 1870.763415 = -1806563.527954 nChanged 29 SP:Iteration 51Q (6994.745950 sec): 3 clusters Score: Raw -1808446.716310 + Penalty 1870.763415 = -1806575.952895 nChanged 33 SP:Iteration 52Q (6994.815402 sec): 3 clusters Score: Raw -1808464.572695 + Penalty 1870.763415 = -1806593.809280 nChanged 32 SP:Iteration 53Q (6994.876462 sec): 3 clusters Score: Raw -1808479.149134 + Penalty 1870.763415 = -1806608.385719 nChanged 25 SP:Iteration 54Q (6994.945662 sec): 3 clusters Score: Raw -1808490.566171 + Penalty 1870.763415 = -1806619.802757 nChanged 26 SP:Iteration 55Q (6995.006509 sec): 3 clusters Score: Raw -1808500.987240 + Penalty 1870.763415 = -1806630.223826 nChanged 15 SP:Iteration 56Q (6995.068312 sec): 3 clusters Score: Raw -1808505.957099 + Penalty 1870.763415 = -1806635.193684 nChanged 12 SP:Iteration 57Q (6995.133957 sec): 3 clusters Score: Raw -1808510.019493 + Penalty 1870.763415 = -1806639.256078 nChanged 10 SP:Iteration 58Q (6995.191052 sec): 3 clusters Score: Raw -1808513.987255 + Penalty 1870.763415 = -1806643.223841 nChanged 10 SP:Iteration 59Q (6995.256804 sec): 3 clusters Score: Raw -1808518.068275 + Penalty 1870.763415 = -1806647.304861 nChanged 5 SP:Iteration 60F (6995.329688 sec): 3 clusters Score: Raw -1808520.353655 + Penalty 1870.763415 = -1806649.590241 nChanged 3 SP:Iteration 61Q (6995.398386 sec): 3 clusters Score: Raw -1808521.731638 + Penalty 1870.763415 = -1806650.968223 nChanged 3 SP:Iteration 62Q (6995.456490 sec): 3 clusters Score: Raw -1808522.469658 + Penalty 1870.763415 = -1806651.706243 nChanged 3 SP:Iteration 63Q (6995.519512 sec): 3 clusters Score: Raw -1808523.004121 + Penalty 1870.763415 = -1806652.240706 nChanged 1 SP:Iteration 64Q (6995.578482 sec): 3 clusters Score: Raw -1808523.268564 + Penalty 1870.763415 = -1806652.505150 nChanged 0 SP:Iteration 65F (6995.640711 sec): 3 clusters Score: Raw -1808523.268564 + Penalty 1870.763415 = -1806652.505150 nChanged 0 Trying to split cluster 5 (2441 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6995.667416 sec): 2 clusters Score: Raw -226311.784163 + Penalty 741.015492 = -225570.768671 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6995.718622 sec): 3 clusters Score: Raw -225052.164318 + Penalty 1482.030983 = -223570.133335 nChanged 959 SP:Iteration 1F (6995.769309 sec): 3 clusters Score: Raw -225609.322242 + Penalty 1482.030983 = -224127.291259 nChanged 217 SP:Iteration 2F (6995.814849 sec): 3 clusters Score: Raw -225736.594524 + Penalty 1482.030983 = -224254.563541 nChanged 151 SP:Iteration 3F (6995.865853 sec): 3 clusters Score: Raw -225837.175250 + Penalty 1482.030983 = -224355.144267 nChanged 144 SP:Iteration 4F (6995.919226 sec): 3 clusters Score: Raw -225952.885605 + Penalty 1482.030983 = -224470.854622 nChanged 136 SP:Iteration 5F (6995.969384 sec): 3 clusters Score: Raw -226068.403921 + Penalty 1482.030983 = -224586.372938 nChanged 122 SP:Iteration 6Q (6996.018512 sec): 3 clusters Score: Raw -226175.451102 + Penalty 1482.030983 = -224693.420119 nChanged 97 SP:Iteration 7Q (6996.060171 sec): 3 clusters Score: Raw -226248.528288 + Penalty 1482.030983 = -224766.497305 nChanged 67 SP:Iteration 8Q (6996.109488 sec): 3 clusters Score: Raw -226300.020320 + Penalty 1482.030983 = -224817.989337 nChanged 58 SP:Iteration 9Q (6996.160642 sec): 3 clusters Score: Raw -226338.424666 + Penalty 1482.030983 = -224856.393682 nChanged 43 SP:Iteration 10Q (6996.205338 sec): 3 clusters Score: Raw -226366.596661 + Penalty 1482.030983 = -224884.565677 nChanged 40 SP:Iteration 11Q (6996.255981 sec): 3 clusters Score: Raw -226386.721426 + Penalty 1482.030983 = -224904.690443 nChanged 23 SP:Iteration 12Q (6996.301961 sec): 3 clusters Score: Raw -226399.218279 + Penalty 1482.030983 = -224917.187296 nChanged 19 SP:Iteration 13Q (6996.353765 sec): 3 clusters Score: Raw -226409.767461 + Penalty 1482.030983 = -224927.736477 nChanged 13 SP:Iteration 14Q (6996.404721 sec): 3 clusters Score: Raw -226416.344855 + Penalty 1482.030983 = -224934.313871 nChanged 13 SP:Iteration 15Q (6996.455620 sec): 3 clusters Score: Raw -226420.831457 + Penalty 1482.030983 = -224938.800473 nChanged 6 SP:Iteration 16Q (6996.507566 sec): 3 clusters Score: Raw -226424.041318 + Penalty 1482.030983 = -224942.010335 nChanged 10 SP:Iteration 17Q (6996.559437 sec): 3 clusters Score: Raw -226428.652966 + Penalty 1482.030983 = -224946.621983 nChanged 8 SP:Iteration 18Q (6996.617140 sec): 3 clusters Score: Raw -226432.091864 + Penalty 1482.030983 = -224950.060880 nChanged 8 SP:Iteration 19Q (6996.653945 sec): 3 clusters Score: Raw -226436.758192 + Penalty 1482.030983 = -224954.727209 nChanged 5 SP:Iteration 20F (6996.689023 sec): 3 clusters Score: Raw -226439.402974 + Penalty 1482.030983 = -224957.371991 nChanged 8 SP:Iteration 21Q (6996.733336 sec): 3 clusters Score: Raw -226442.232885 + Penalty 1482.030983 = -224960.201901 nChanged 7 SP:Iteration 22Q (6996.772254 sec): 3 clusters Score: Raw -226446.177476 + Penalty 1482.030983 = -224964.146493 nChanged 10 SP:Iteration 23Q (6996.822883 sec): 3 clusters Score: Raw -226452.151944 + Penalty 1482.030983 = -224970.120961 nChanged 4 SP:Iteration 24Q (6996.867624 sec): 3 clusters Score: Raw -226453.884294 + Penalty 1482.030983 = -224971.853311 nChanged 3 SP:Iteration 25Q (6996.918243 sec): 3 clusters Score: Raw -226455.814753 + Penalty 1482.030983 = -224973.783769 nChanged 3 SP:Iteration 26Q (6996.968668 sec): 3 clusters Score: Raw -226457.622362 + Penalty 1482.030983 = -224975.591378 nChanged 3 SP:Iteration 27Q (6997.010227 sec): 3 clusters Score: Raw -226460.016816 + Penalty 1482.030983 = -224977.985833 nChanged 4 SP:Iteration 28Q (6997.060793 sec): 3 clusters Score: Raw -226463.113778 + Penalty 1482.030983 = -224981.082795 nChanged 6 SP:Iteration 29Q (6997.111596 sec): 3 clusters Score: Raw -226465.512961 + Penalty 1482.030983 = -224983.481978 nChanged 7 SP:Iteration 30Q (6997.162169 sec): 3 clusters Score: Raw -226468.856787 + Penalty 1482.030983 = -224986.825804 nChanged 9 SP:Iteration 31Q (6997.203112 sec): 3 clusters Score: Raw -226474.230741 + Penalty 1482.030983 = -224992.199758 nChanged 7 SP:Iteration 32Q (6997.263226 sec): 3 clusters Score: Raw -226479.135418 + Penalty 1482.030983 = -224997.104435 nChanged 6 SP:Iteration 33Q (6997.303287 sec): 3 clusters Score: Raw -226481.506326 + Penalty 1482.030983 = -224999.475343 nChanged 2 SP:Iteration 34Q (6997.346133 sec): 3 clusters Score: Raw -226482.433766 + Penalty 1482.030983 = -225000.402782 nChanged 1 SP:Iteration 35Q (6997.391912 sec): 3 clusters Score: Raw -226482.513319 + Penalty 1482.030983 = -225000.482336 nChanged 0 SP:Iteration 36F (6997.434761 sec): 3 clusters Score: Raw -226482.513319 + Penalty 1482.030983 = -225000.482336 nChanged 0 Trying to split cluster 6 (49704 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6997.513640 sec): 2 clusters Score: Raw -4616028.954204 + Penalty 1027.314866 = -4615001.639339 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6997.619273 sec): 3 clusters Score: Raw -4583779.691243 + Penalty 2054.629731 = -4581725.061511 nChanged 23744 SP:Iteration 1F (6997.727187 sec): 3 clusters Score: Raw -4597316.880554 + Penalty 2054.629731 = -4595262.250822 nChanged 1776 SP:Iteration 2Q (6997.837398 sec): 3 clusters Score: Raw -4597769.570127 + Penalty 2054.629731 = -4595714.940396 nChanged 1946 SP:Iteration 3Q (6997.948824 sec): 3 clusters Score: Raw -4598359.543932 + Penalty 2054.629731 = -4596304.914200 nChanged 2280 SP:Iteration 4Q (6998.052016 sec): 3 clusters Score: Raw -4599217.881368 + Penalty 2054.629731 = -4597163.251636 nChanged 2783 SP:Iteration 5F (6998.152388 sec): 3 clusters Score: Raw -4600623.058075 + Penalty 2054.629731 = -4598568.428344 nChanged 3431 SP:Iteration 6F (6998.244134 sec): 3 clusters Score: Raw -4602924.701537 + Penalty 2054.629731 = -4600870.071806 nChanged 3959 SP:Iteration 7F (6998.352957 sec): 3 clusters Score: Raw -4606331.391651 + Penalty 2054.629731 = -4604276.761919 nChanged 3944 SP:Iteration 8F (6998.465852 sec): 3 clusters Score: Raw -4610226.218457 + Penalty 2054.629731 = -4608171.588726 nChanged 3014 SP:Iteration 9F (6998.566248 sec): 3 clusters Score: Raw -4613268.339456 + Penalty 2054.629731 = -4611213.709725 nChanged 1734 SP:Iteration 10Q (6998.676695 sec): 3 clusters Score: Raw -4614973.062543 + Penalty 2054.629731 = -4612918.432812 nChanged 794 SP:Iteration 11Q (6998.777143 sec): 3 clusters Score: Raw -4615707.806188 + Penalty 2054.629731 = -4613653.176457 nChanged 310 SP:Iteration 12Q (6998.873456 sec): 3 clusters Score: Raw -4615986.425032 + Penalty 2054.629731 = -4613931.795300 nChanged 128 SP:Iteration 13Q (6998.941782 sec): 3 clusters Score: Raw -4616100.751872 + Penalty 2054.629731 = -4614046.122141 nChanged 50 SP:Iteration 14Q (6999.038428 sec): 3 clusters Score: Raw -4616145.553295 + Penalty 2054.629731 = -4614090.923564 nChanged 28 SP:Iteration 15Q (6999.138326 sec): 3 clusters Score: Raw -4616169.040858 + Penalty 2054.629731 = -4614114.411126 nChanged 18 SP:Iteration 16Q (6999.227720 sec): 3 clusters Score: Raw -4616186.457357 + Penalty 2054.629731 = -4614131.827625 nChanged 12 SP:Iteration 17Q (6999.323424 sec): 3 clusters Score: Raw -4616197.861639 + Penalty 2054.629731 = -4614143.231908 nChanged 7 SP:Iteration 18Q (6999.409137 sec): 3 clusters Score: Raw -4616202.905574 + Penalty 2054.629731 = -4614148.275843 nChanged 3 SP:Iteration 19Q (6999.488561 sec): 3 clusters Score: Raw -4616204.802717 + Penalty 2054.629731 = -4614150.172985 nChanged 2 SP:Iteration 20F (6999.594067 sec): 3 clusters Score: Raw -4616207.011076 + Penalty 2054.629731 = -4614152.381345 nChanged 2 SP:Iteration 21Q (6999.672320 sec): 3 clusters Score: Raw -4616208.295947 + Penalty 2054.629731 = -4614153.666215 nChanged 1 SP:Iteration 22Q (6999.757179 sec): 3 clusters Score: Raw -4616208.619605 + Penalty 2054.629731 = -4614153.989873 nChanged 1 SP:Iteration 23Q (6999.857094 sec): 3 clusters Score: Raw -4616208.792532 + Penalty 2054.629731 = -4614154.162801 nChanged 0 SP:Iteration 24F (6999.956069 sec): 3 clusters Score: Raw -4616208.792532 + Penalty 2054.629731 = -4614154.162801 nChanged 0 Trying to split cluster 7 (22634 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7000.002133 sec): 2 clusters Score: Raw -2098702.482386 + Penalty 952.584806 = -2097749.897580 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7000.063005 sec): 3 clusters Score: Raw -2084524.412985 + Penalty 1905.169611 = -2082619.243374 nChanged 10563 SP:Iteration 1F (7000.133550 sec): 3 clusters Score: Raw -2090634.467728 + Penalty 1905.169611 = -2088729.298117 nChanged 1147 SP:Iteration 2F (7000.207642 sec): 3 clusters Score: Raw -2091052.491865 + Penalty 1905.169611 = -2089147.322254 nChanged 1117 SP:Iteration 3Q (7000.274330 sec): 3 clusters Score: Raw -2091561.344139 + Penalty 1905.169611 = -2089656.174528 nChanged 1204 SP:Iteration 4F (7000.345765 sec): 3 clusters Score: Raw -2092163.944935 + Penalty 1905.169611 = -2090258.775324 nChanged 1249 SP:Iteration 5F (7000.410412 sec): 3 clusters Score: Raw -2092862.333214 + Penalty 1905.169611 = -2090957.163602 nChanged 1225 SP:Iteration 6F (7000.486399 sec): 3 clusters Score: Raw -2093653.794484 + Penalty 1905.169611 = -2091748.624873 nChanged 1268 SP:Iteration 7F (7000.563291 sec): 3 clusters Score: Raw -2094601.631167 + Penalty 1905.169611 = -2092696.461556 nChanged 1134 SP:Iteration 8F (7000.629612 sec): 3 clusters Score: Raw -2095488.753847 + Penalty 1905.169611 = -2093583.584236 nChanged 971 SP:Iteration 9Q (7000.691106 sec): 3 clusters Score: Raw -2096174.182512 + Penalty 1905.169611 = -2094269.012901 nChanged 740 SP:Iteration 10Q (7000.764709 sec): 3 clusters Score: Raw -2096646.332077 + Penalty 1905.169611 = -2094741.162466 nChanged 605 SP:Iteration 11Q (7000.840639 sec): 3 clusters Score: Raw -2096973.997384 + Penalty 1905.169611 = -2095068.827773 nChanged 476 SP:Iteration 12Q (7000.897494 sec): 3 clusters Score: Raw -2097229.670850 + Penalty 1905.169611 = -2095324.501239 nChanged 424 SP:Iteration 13Q (7000.973743 sec): 3 clusters Score: Raw -2097455.007809 + Penalty 1905.169611 = -2095549.838198 nChanged 373 SP:Iteration 14Q (7001.039388 sec): 3 clusters Score: Raw -2097645.868177 + Penalty 1905.169611 = -2095740.698566 nChanged 324 SP:Iteration 15Q (7001.107145 sec): 3 clusters Score: Raw -2097803.120792 + Penalty 1905.169611 = -2095897.951181 nChanged 279 SP:Iteration 16Q (7001.185136 sec): 3 clusters Score: Raw -2097930.097492 + Penalty 1905.169611 = -2096024.927881 nChanged 265 SP:Iteration 17Q (7001.245769 sec): 3 clusters Score: Raw -2098057.225904 + Penalty 1905.169611 = -2096152.056293 nChanged 252 SP:Iteration 18Q (7001.307857 sec): 3 clusters Score: Raw -2098192.336855 + Penalty 1905.169611 = -2096287.167244 nChanged 218 SP:Iteration 19Q (7001.379538 sec): 3 clusters Score: Raw -2098301.534600 + Penalty 1905.169611 = -2096396.364988 nChanged 188 SP:Iteration 20F (7001.454557 sec): 3 clusters Score: Raw -2098398.218399 + Penalty 1905.169611 = -2096493.048787 nChanged 172 SP:Iteration 21Q (7001.525740 sec): 3 clusters Score: Raw -2098487.548804 + Penalty 1905.169611 = -2096582.379192 nChanged 147 SP:Iteration 22Q (7001.587430 sec): 3 clusters Score: Raw -2098566.282542 + Penalty 1905.169611 = -2096661.112931 nChanged 120 SP:Iteration 23Q (7001.655912 sec): 3 clusters Score: Raw -2098634.778989 + Penalty 1905.169611 = -2096729.609378 nChanged 92 SP:Iteration 24Q (7001.718438 sec): 3 clusters Score: Raw -2098684.651015 + Penalty 1905.169611 = -2096779.481404 nChanged 80 SP:Iteration 25Q (7001.797579 sec): 3 clusters Score: Raw -2098723.525597 + Penalty 1905.169611 = -2096818.355986 nChanged 55 SP:Iteration 26Q (7001.845509 sec): 3 clusters Score: Raw -2098748.807627 + Penalty 1905.169611 = -2096843.638016 nChanged 39 SP:Iteration 27Q (7001.908716 sec): 3 clusters Score: Raw -2098764.365566 + Penalty 1905.169611 = -2096859.195955 nChanged 29 SP:Iteration 28Q (7001.973966 sec): 3 clusters Score: Raw -2098779.660480 + Penalty 1905.169611 = -2096874.490869 nChanged 27 SP:Iteration 29Q (7002.041457 sec): 3 clusters Score: Raw -2098793.781910 + Penalty 1905.169611 = -2096888.612299 nChanged 23 SP:Iteration 30Q (7002.121271 sec): 3 clusters Score: Raw -2098804.612798 + Penalty 1905.169611 = -2096899.443187 nChanged 17 SP:Iteration 31Q (7002.182600 sec): 3 clusters Score: Raw -2098813.842429 + Penalty 1905.169611 = -2096908.672817 nChanged 25 SP:Iteration 32Q (7002.252252 sec): 3 clusters Score: Raw -2098828.582708 + Penalty 1905.169611 = -2096923.413097 nChanged 21 SP:Iteration 33Q (7002.323218 sec): 3 clusters Score: Raw -2098840.250187 + Penalty 1905.169611 = -2096935.080576 nChanged 15 SP:Iteration 34Q (7002.391519 sec): 3 clusters Score: Raw -2098848.978884 + Penalty 1905.169611 = -2096943.809273 nChanged 11 SP:Iteration 35Q (7002.468983 sec): 3 clusters Score: Raw -2098855.210309 + Penalty 1905.169611 = -2096950.040698 nChanged 12 SP:Iteration 36Q (7002.495872 sec): 3 clusters Score: Raw -2098863.020680 + Penalty 1905.169611 = -2096957.851069 nChanged 6 SP:Iteration 37Q (7002.574233 sec): 3 clusters Score: Raw -2098867.129409 + Penalty 1905.169611 = -2096961.959798 nChanged 4 SP:Iteration 38Q (7002.628405 sec): 3 clusters Score: Raw -2098869.384863 + Penalty 1905.169611 = -2096964.215251 nChanged 4 SP:Iteration 39Q (7002.697485 sec): 3 clusters Score: Raw -2098870.457969 + Penalty 1905.169611 = -2096965.288358 nChanged 2 SP:Iteration 40F (7002.781381 sec): 3 clusters Score: Raw -2098871.199716 + Penalty 1905.169611 = -2096966.030104 nChanged 3 SP:Iteration 41Q (7002.837122 sec): 3 clusters Score: Raw -2098872.216328 + Penalty 1905.169611 = -2096967.046717 nChanged 2 SP:Iteration 42Q (7002.904859 sec): 3 clusters Score: Raw -2098873.019781 + Penalty 1905.169611 = -2096967.850170 nChanged 0 SP:Iteration 43F (7002.980430 sec): 3 clusters Score: Raw -2098873.019781 + Penalty 1905.169611 = -2096967.850170 nChanged 0 Trying to split cluster 8 (15020 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7003.018066 sec): 2 clusters Score: Raw -1426456.704821 + Penalty 913.628103 = -1425543.076718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7003.084242 sec): 3 clusters Score: Raw -1417261.260053 + Penalty 1827.256206 = -1415434.003847 nChanged 6882 SP:Iteration 1F (7003.150686 sec): 3 clusters Score: Raw -1421134.253640 + Penalty 1827.256206 = -1419306.997434 nChanged 841 SP:Iteration 2F (7003.218610 sec): 3 clusters Score: Raw -1421499.170619 + Penalty 1827.256206 = -1419671.914413 nChanged 843 SP:Iteration 3F (7003.277744 sec): 3 clusters Score: Raw -1421877.516541 + Penalty 1827.256206 = -1420050.260335 nChanged 816 SP:Iteration 4F (7003.344560 sec): 3 clusters Score: Raw -1422245.113758 + Penalty 1827.256206 = -1420417.857552 nChanged 774 SP:Iteration 5F (7003.411416 sec): 3 clusters Score: Raw -1422577.522578 + Penalty 1827.256206 = -1420750.266372 nChanged 744 SP:Iteration 6Q (7003.473536 sec): 3 clusters Score: Raw -1422930.680594 + Penalty 1827.256206 = -1421103.424388 nChanged 719 SP:Iteration 7Q (7003.541559 sec): 3 clusters Score: Raw -1423328.905549 + Penalty 1827.256206 = -1421501.649343 nChanged 668 SP:Iteration 8Q (7003.605912 sec): 3 clusters Score: Raw -1423733.644375 + Penalty 1827.256206 = -1421906.388169 nChanged 659 SP:Iteration 9Q (7003.674762 sec): 3 clusters Score: Raw -1424187.919521 + Penalty 1827.256206 = -1422360.663315 nChanged 588 SP:Iteration 10Q (7003.740667 sec): 3 clusters Score: Raw -1424667.217417 + Penalty 1827.256206 = -1422839.961211 nChanged 534 SP:Iteration 11Q (7003.801835 sec): 3 clusters Score: Raw -1425101.889018 + Penalty 1827.256206 = -1423274.632812 nChanged 441 SP:Iteration 12Q (7003.879260 sec): 3 clusters Score: Raw -1425409.526455 + Penalty 1827.256206 = -1423582.270249 nChanged 347 SP:Iteration 13Q (7003.934273 sec): 3 clusters Score: Raw -1425653.181527 + Penalty 1827.256206 = -1423825.925322 nChanged 290 SP:Iteration 14Q (7003.999709 sec): 3 clusters Score: Raw -1425843.444347 + Penalty 1827.256206 = -1424016.188141 nChanged 228 SP:Iteration 15Q (7004.060505 sec): 3 clusters Score: Raw -1425976.296178 + Penalty 1827.256206 = -1424149.039972 nChanged 206 SP:Iteration 16Q (7004.129090 sec): 3 clusters Score: Raw -1426107.737664 + Penalty 1827.256206 = -1424280.481458 nChanged 191 SP:Iteration 17Q (7004.182535 sec): 3 clusters Score: Raw -1426246.546040 + Penalty 1827.256206 = -1424419.289834 nChanged 156 SP:Iteration 18Q (7004.247330 sec): 3 clusters Score: Raw -1426355.791603 + Penalty 1827.256206 = -1424528.535397 nChanged 137 SP:Iteration 19Q (7004.299501 sec): 3 clusters Score: Raw -1426461.842607 + Penalty 1827.256206 = -1424634.586402 nChanged 131 SP:Iteration 20F (7004.366363 sec): 3 clusters Score: Raw -1426558.574023 + Penalty 1827.256206 = -1424731.317817 nChanged 101 SP:Iteration 21Q (7004.429582 sec): 3 clusters Score: Raw -1426631.815970 + Penalty 1827.256206 = -1424804.559764 nChanged 79 SP:Iteration 22Q (7004.482686 sec): 3 clusters Score: Raw -1426677.007310 + Penalty 1827.256206 = -1424849.751104 nChanged 69 SP:Iteration 23Q (7004.545987 sec): 3 clusters Score: Raw -1426716.474871 + Penalty 1827.256206 = -1424889.218665 nChanged 52 SP:Iteration 24Q (7004.601522 sec): 3 clusters Score: Raw -1426750.383006 + Penalty 1827.256206 = -1424923.126800 nChanged 41 SP:Iteration 25Q (7004.654274 sec): 3 clusters Score: Raw -1426775.545074 + Penalty 1827.256206 = -1424948.288868 nChanged 26 SP:Iteration 26Q (7004.724690 sec): 3 clusters Score: Raw -1426787.602916 + Penalty 1827.256206 = -1424960.346710 nChanged 19 SP:Iteration 27Q (7004.784937 sec): 3 clusters Score: Raw -1426792.953576 + Penalty 1827.256206 = -1424965.697370 nChanged 12 SP:Iteration 28Q (7004.835611 sec): 3 clusters Score: Raw -1426798.935240 + Penalty 1827.256206 = -1424971.679035 nChanged 18 SP:Iteration 29Q (7004.903305 sec): 3 clusters Score: Raw -1426809.387849 + Penalty 1827.256206 = -1424982.131644 nChanged 21 SP:Iteration 30Q (7004.955667 sec): 3 clusters Score: Raw -1426822.940045 + Penalty 1827.256206 = -1424995.683839 nChanged 22 SP:Iteration 31Q (7005.018269 sec): 3 clusters Score: Raw -1426834.569646 + Penalty 1827.256206 = -1425007.313440 nChanged 16 SP:Iteration 32Q (7005.081517 sec): 3 clusters Score: Raw -1426839.836492 + Penalty 1827.256206 = -1425012.580286 nChanged 11 SP:Iteration 33Q (7005.145404 sec): 3 clusters Score: Raw -1426844.652611 + Penalty 1827.256206 = -1425017.396405 nChanged 11 SP:Iteration 34Q (7005.208893 sec): 3 clusters Score: Raw -1426847.054774 + Penalty 1827.256206 = -1425019.798569 nChanged 4 SP:Iteration 35Q (7005.264714 sec): 3 clusters Score: Raw -1426847.972637 + Penalty 1827.256206 = -1425020.716432 nChanged 2 SP:Iteration 36Q (7005.318392 sec): 3 clusters Score: Raw -1426848.667377 + Penalty 1827.256206 = -1425021.411171 nChanged 2 SP:Iteration 37Q (7005.376041 sec): 3 clusters Score: Raw -1426849.267706 + Penalty 1827.256206 = -1425022.011500 nChanged 2 SP:Iteration 38Q (7005.439804 sec): 3 clusters Score: Raw -1426849.607202 + Penalty 1827.256206 = -1425022.350996 nChanged 0 SP:Iteration 39F (7005.505274 sec): 3 clusters Score: Raw -1426849.607202 + Penalty 1827.256206 = -1425022.350996 nChanged 0 Trying to split cluster 9 (1934 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7005.532280 sec): 2 clusters Score: Raw -176211.411051 + Penalty 718.897839 = -175492.513212 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7005.583018 sec): 3 clusters Score: Raw -175291.194649 + Penalty 1437.795678 = -173853.398971 nChanged 771 SP:Iteration 1F (7005.633390 sec): 3 clusters Score: Raw -175804.897205 + Penalty 1437.795678 = -174367.101527 nChanged 167 SP:Iteration 2F (7005.678192 sec): 3 clusters Score: Raw -175931.864443 + Penalty 1437.795678 = -174494.068764 nChanged 119 SP:Iteration 3F (7005.723420 sec): 3 clusters Score: Raw -176037.492893 + Penalty 1437.795678 = -174599.697214 nChanged 110 SP:Iteration 4F (7005.774004 sec): 3 clusters Score: Raw -176114.290615 + Penalty 1437.795678 = -174676.494936 nChanged 70 SP:Iteration 5Q (7005.817455 sec): 3 clusters Score: Raw -176175.884833 + Penalty 1437.795678 = -174738.089154 nChanged 68 SP:Iteration 6Q (7005.855270 sec): 3 clusters Score: Raw -176239.694636 + Penalty 1437.795678 = -174801.898957 nChanged 77 SP:Iteration 7Q (7005.902971 sec): 3 clusters Score: Raw -176312.248821 + Penalty 1437.795678 = -174874.453142 nChanged 58 SP:Iteration 8Q (7005.948502 sec): 3 clusters Score: Raw -176367.117345 + Penalty 1437.795678 = -174929.321667 nChanged 52 SP:Iteration 9Q (7005.983329 sec): 3 clusters Score: Raw -176407.665599 + Penalty 1437.795678 = -174969.869920 nChanged 33 SP:Iteration 10Q (7006.024314 sec): 3 clusters Score: Raw -176434.854144 + Penalty 1437.795678 = -174997.058466 nChanged 28 SP:Iteration 11Q (7006.074661 sec): 3 clusters Score: Raw -176459.898227 + Penalty 1437.795678 = -175022.102549 nChanged 18 SP:Iteration 12Q (7006.120509 sec): 3 clusters Score: Raw -176474.055307 + Penalty 1437.795678 = -175036.259628 nChanged 19 SP:Iteration 13Q (7006.166185 sec): 3 clusters Score: Raw -176487.581713 + Penalty 1437.795678 = -175049.786035 nChanged 17 SP:Iteration 14Q (7006.216286 sec): 3 clusters Score: Raw -176496.513933 + Penalty 1437.795678 = -175058.718254 nChanged 5 SP:Iteration 15Q (7006.262643 sec): 3 clusters Score: Raw -176498.568746 + Penalty 1437.795678 = -175060.773067 nChanged 6 SP:Iteration 16Q (7006.313013 sec): 3 clusters Score: Raw -176502.887285 + Penalty 1437.795678 = -175065.091606 nChanged 6 SP:Iteration 17Q (7006.363424 sec): 3 clusters Score: Raw -176505.892174 + Penalty 1437.795678 = -175068.096495 nChanged 7 SP:Iteration 18Q (7006.407869 sec): 3 clusters Score: Raw -176512.372869 + Penalty 1437.795678 = -175074.577191 nChanged 8 SP:Iteration 19Q (7006.453751 sec): 3 clusters Score: Raw -176521.730803 + Penalty 1437.795678 = -175083.935125 nChanged 9 SP:Iteration 20F (7006.496407 sec): 3 clusters Score: Raw -176527.805524 + Penalty 1437.795678 = -175090.009846 nChanged 8 SP:Iteration 21Q (7006.541418 sec): 3 clusters Score: Raw -176531.617734 + Penalty 1437.795678 = -175093.822056 nChanged 8 SP:Iteration 22Q (7006.591590 sec): 3 clusters Score: Raw -176535.130113 + Penalty 1437.795678 = -175097.334435 nChanged 5 SP:Iteration 23Q (7006.642778 sec): 3 clusters Score: Raw -176539.360907 + Penalty 1437.795678 = -175101.565229 nChanged 5 SP:Iteration 24Q (7006.693976 sec): 3 clusters Score: Raw -176544.493823 + Penalty 1437.795678 = -175106.698145 nChanged 6 SP:Iteration 25Q (7006.738581 sec): 3 clusters Score: Raw -176551.081893 + Penalty 1437.795678 = -175113.286214 nChanged 4 SP:Iteration 26Q (7006.789964 sec): 3 clusters Score: Raw -176556.093166 + Penalty 1437.795678 = -175118.297487 nChanged 2 SP:Iteration 27Q (7006.831745 sec): 3 clusters Score: Raw -176557.092635 + Penalty 1437.795678 = -175119.296957 nChanged 0 SP:Iteration 28F (7006.882252 sec): 3 clusters Score: Raw -176557.092635 + Penalty 1437.795678 = -175119.296957 nChanged 0 Trying to split cluster 10 (68200 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7006.978104 sec): 2 clusters Score: Raw -6469160.365436 + Penalty 1057.368985 = -6468102.996451 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7007.113414 sec): 3 clusters Score: Raw -6424404.871227 + Penalty 2114.737970 = -6422290.133256 nChanged 32660 SP:Iteration 1F (7007.239645 sec): 3 clusters Score: Raw -6444276.989531 + Penalty 2114.737970 = -6442162.251561 nChanged 2805 SP:Iteration 2Q (7007.370847 sec): 3 clusters Score: Raw -6445313.759625 + Penalty 2114.737970 = -6443199.021655 nChanged 3203 SP:Iteration 3Q (7007.498452 sec): 3 clusters Score: Raw -6446794.324194 + Penalty 2114.737970 = -6444679.586224 nChanged 3572 SP:Iteration 4F (7007.624907 sec): 3 clusters Score: Raw -6448931.010911 + Penalty 2114.737970 = -6446816.272941 nChanged 4229 SP:Iteration 5F (7007.740292 sec): 3 clusters Score: Raw -6452064.094405 + Penalty 2114.737970 = -6449949.356435 nChanged 4522 SP:Iteration 6F (7007.863057 sec): 3 clusters Score: Raw -6455731.267679 + Penalty 2114.737970 = -6453616.529708 nChanged 4225 SP:Iteration 7F (7007.986785 sec): 3 clusters Score: Raw -6458668.628844 + Penalty 2114.737970 = -6456553.890874 nChanged 3046 SP:Iteration 8Q (7008.112690 sec): 3 clusters Score: Raw -6459947.796379 + Penalty 2114.737970 = -6457833.058409 nChanged 1791 SP:Iteration 9Q (7008.236843 sec): 3 clusters Score: Raw -6460388.104130 + Penalty 2114.737970 = -6458273.366160 nChanged 1078 SP:Iteration 10Q (7008.364478 sec): 3 clusters Score: Raw -6460601.004991 + Penalty 2114.737970 = -6458486.267021 nChanged 772 SP:Iteration 11Q (7008.472915 sec): 3 clusters Score: Raw -6460764.538187 + Penalty 2114.737970 = -6458649.800216 nChanged 732 SP:Iteration 12Q (7008.612263 sec): 3 clusters Score: Raw -6460918.856019 + Penalty 2114.737970 = -6458804.118049 nChanged 683 SP:Iteration 13Q (7008.739325 sec): 3 clusters Score: Raw -6461055.387790 + Penalty 2114.737970 = -6458940.649820 nChanged 647 SP:Iteration 14Q (7008.849805 sec): 3 clusters Score: Raw -6461187.802516 + Penalty 2114.737970 = -6459073.064546 nChanged 639 SP:Iteration 15Q (7008.986825 sec): 3 clusters Score: Raw -6461324.098224 + Penalty 2114.737970 = -6459209.360253 nChanged 701 SP:Iteration 16Q (7009.112772 sec): 3 clusters Score: Raw -6461472.027570 + Penalty 2114.737970 = -6459357.289600 nChanged 695 SP:Iteration 17Q (7009.227310 sec): 3 clusters Score: Raw -6461624.992015 + Penalty 2114.737970 = -6459510.254045 nChanged 698 SP:Iteration 18Q (7009.355765 sec): 3 clusters Score: Raw -6461776.318300 + Penalty 2114.737970 = -6459661.580330 nChanged 720 SP:Iteration 19Q (7009.481315 sec): 3 clusters Score: Raw -6461930.264563 + Penalty 2114.737970 = -6459815.526593 nChanged 702 SP:Iteration 20F (7009.595830 sec): 3 clusters Score: Raw -6462088.618425 + Penalty 2114.737970 = -6459973.880455 nChanged 737 SP:Iteration 21Q (7009.719885 sec): 3 clusters Score: Raw -6462258.966434 + Penalty 2114.737970 = -6460144.228464 nChanged 745 SP:Iteration 22Q (7009.843440 sec): 3 clusters Score: Raw -6462447.853661 + Penalty 2114.737970 = -6460333.115691 nChanged 771 SP:Iteration 23Q (7009.962215 sec): 3 clusters Score: Raw -6462651.545236 + Penalty 2114.737970 = -6460536.807265 nChanged 807 SP:Iteration 24Q (7010.088849 sec): 3 clusters Score: Raw -6462879.075070 + Penalty 2114.737970 = -6460764.337099 nChanged 862 SP:Iteration 25Q (7010.203554 sec): 3 clusters Score: Raw -6463167.776295 + Penalty 2114.737970 = -6461053.038325 nChanged 902 SP:Iteration 26Q (7010.328068 sec): 3 clusters Score: Raw -6463498.929241 + Penalty 2114.737970 = -6461384.191271 nChanged 912 SP:Iteration 27Q (7010.456598 sec): 3 clusters Score: Raw -6463864.904919 + Penalty 2114.737970 = -6461750.166949 nChanged 936 SP:Iteration 28Q (7010.580075 sec): 3 clusters Score: Raw -6464280.911418 + Penalty 2114.737970 = -6462166.173448 nChanged 1001 SP:Iteration 29Q (7010.687312 sec): 3 clusters Score: Raw -6464786.656795 + Penalty 2114.737970 = -6462671.918825 nChanged 1031 SP:Iteration 30Q (7010.813654 sec): 3 clusters Score: Raw -6465391.062960 + Penalty 2114.737970 = -6463276.324990 nChanged 1102 SP:Iteration 31Q (7010.936174 sec): 3 clusters Score: Raw -6466093.930634 + Penalty 2114.737970 = -6463979.192663 nChanged 1072 SP:Iteration 32Q (7011.056851 sec): 3 clusters Score: Raw -6466776.249183 + Penalty 2114.737970 = -6464661.511212 nChanged 1013 SP:Iteration 33Q (7011.153447 sec): 3 clusters Score: Raw -6467427.905541 + Penalty 2114.737970 = -6465313.167570 nChanged 959 SP:Iteration 34Q (7011.280770 sec): 3 clusters Score: Raw -6467999.948797 + Penalty 2114.737970 = -6465885.210827 nChanged 833 SP:Iteration 35Q (7011.397892 sec): 3 clusters Score: Raw -6468431.742823 + Penalty 2114.737970 = -6466317.004853 nChanged 709 SP:Iteration 36Q (7011.508477 sec): 3 clusters Score: Raw -6468739.205259 + Penalty 2114.737970 = -6466624.467288 nChanged 603 SP:Iteration 37Q (7011.630195 sec): 3 clusters Score: Raw -6468953.851455 + Penalty 2114.737970 = -6466839.113484 nChanged 477 SP:Iteration 38Q (7011.746964 sec): 3 clusters Score: Raw -6469104.501227 + Penalty 2114.737970 = -6466989.763257 nChanged 390 SP:Iteration 39Q (7011.843375 sec): 3 clusters Score: Raw -6469207.325427 + Penalty 2114.737970 = -6467092.587457 nChanged 305 SP:Iteration 40F (7011.978126 sec): 3 clusters Score: Raw -6469312.940549 + Penalty 2114.737970 = -6467198.202578 nChanged 291 SP:Iteration 41Q (7012.090890 sec): 3 clusters Score: Raw -6469371.177151 + Penalty 2114.737970 = -6467256.439181 nChanged 221 SP:Iteration 42Q (7012.196965 sec): 3 clusters Score: Raw -6469403.271150 + Penalty 2114.737970 = -6467288.533179 nChanged 198 SP:Iteration 43Q (7012.314051 sec): 3 clusters Score: Raw -6469430.933957 + Penalty 2114.737970 = -6467316.195986 nChanged 173 SP:Iteration 44Q (7012.444938 sec): 3 clusters Score: Raw -6469454.577043 + Penalty 2114.737970 = -6467339.839072 nChanged 165 SP:Iteration 45Q (7012.562030 sec): 3 clusters Score: Raw -6469476.353462 + Penalty 2114.737970 = -6467361.615492 nChanged 142 SP:Iteration 46Q (7012.666056 sec): 3 clusters Score: Raw -6469494.808797 + Penalty 2114.737970 = -6467380.070827 nChanged 134 SP:Iteration 47Q (7012.787337 sec): 3 clusters Score: Raw -6469511.098225 + Penalty 2114.737970 = -6467396.360254 nChanged 108 SP:Iteration 48Q (7012.893655 sec): 3 clusters Score: Raw -6469524.171254 + Penalty 2114.737970 = -6467409.433284 nChanged 109 SP:Iteration 49Q (7013.001498 sec): 3 clusters Score: Raw -6469536.117472 + Penalty 2114.737970 = -6467421.379501 nChanged 107 SP:Iteration 50Q (7013.122945 sec): 3 clusters Score: Raw -6469548.775878 + Penalty 2114.737970 = -6467434.037908 nChanged 112 SP:Iteration 51Q (7013.247536 sec): 3 clusters Score: Raw -6469560.585482 + Penalty 2114.737970 = -6467445.847511 nChanged 85 SP:Iteration 52Q (7013.371466 sec): 3 clusters Score: Raw -6469567.753629 + Penalty 2114.737970 = -6467453.015658 nChanged 73 SP:Iteration 53Q (7013.481142 sec): 3 clusters Score: Raw -6469573.750691 + Penalty 2114.737970 = -6467459.012720 nChanged 66 SP:Iteration 54Q (7013.605895 sec): 3 clusters Score: Raw -6469579.095412 + Penalty 2114.737970 = -6467464.357442 nChanged 63 SP:Iteration 55Q (7013.721740 sec): 3 clusters Score: Raw -6469584.434797 + Penalty 2114.737970 = -6467469.696826 nChanged 58 SP:Iteration 56Q (7013.832585 sec): 3 clusters Score: Raw -6469589.094115 + Penalty 2114.737970 = -6467474.356144 nChanged 66 SP:Iteration 57Q (7013.958886 sec): 3 clusters Score: Raw -6469593.867047 + Penalty 2114.737970 = -6467479.129076 nChanged 61 SP:Iteration 58Q (7014.070740 sec): 3 clusters Score: Raw -6469597.982922 + Penalty 2114.737970 = -6467483.244952 nChanged 69 SP:Iteration 59Q (7014.195785 sec): 3 clusters Score: Raw -6469602.836707 + Penalty 2114.737970 = -6467488.098736 nChanged 58 SP:Iteration 60F (7014.326294 sec): 3 clusters Score: Raw -6469606.464985 + Penalty 2114.737970 = -6467491.727015 nChanged 52 SP:Iteration 61Q (7014.449252 sec): 3 clusters Score: Raw -6469609.281463 + Penalty 2114.737970 = -6467494.543493 nChanged 40 SP:Iteration 62Q (7014.572521 sec): 3 clusters Score: Raw -6469611.338531 + Penalty 2114.737970 = -6467496.600561 nChanged 43 SP:Iteration 63Q (7014.686069 sec): 3 clusters Score: Raw -6469613.904632 + Penalty 2114.737970 = -6467499.166662 nChanged 46 SP:Iteration 64Q (7014.804798 sec): 3 clusters Score: Raw -6469616.205957 + Penalty 2114.737970 = -6467501.467987 nChanged 44 SP:Iteration 65Q (7014.927760 sec): 3 clusters Score: Raw -6469618.561205 + Penalty 2114.737970 = -6467503.823234 nChanged 50 SP:Iteration 66Q (7015.041728 sec): 3 clusters Score: Raw -6469621.237872 + Penalty 2114.737970 = -6467506.499902 nChanged 39 SP:Iteration 67Q (7015.159542 sec): 3 clusters Score: Raw -6469623.307121 + Penalty 2114.737970 = -6467508.569151 nChanged 41 SP:Iteration 68Q (7015.274821 sec): 3 clusters Score: Raw -6469625.264529 + Penalty 2114.737970 = -6467510.526558 nChanged 45 SP:Iteration 69Q (7015.380921 sec): 3 clusters Score: Raw -6469627.371143 + Penalty 2114.737970 = -6467512.633173 nChanged 39 SP:Iteration 70Q (7015.490038 sec): 3 clusters Score: Raw -6469629.340620 + Penalty 2114.737970 = -6467514.602650 nChanged 41 SP:Iteration 71Q (7015.605135 sec): 3 clusters Score: Raw -6469631.517627 + Penalty 2114.737970 = -6467516.779656 nChanged 40 SP:Iteration 72Q (7015.710852 sec): 3 clusters Score: Raw -6469633.898673 + Penalty 2114.737970 = -6467519.160703 nChanged 38 SP:Iteration 73Q (7015.823279 sec): 3 clusters Score: Raw -6469636.131495 + Penalty 2114.737970 = -6467521.393525 nChanged 32 SP:Iteration 74Q (7015.935617 sec): 3 clusters Score: Raw -6469637.882090 + Penalty 2114.737970 = -6467523.144120 nChanged 28 SP:Iteration 75Q (7016.035907 sec): 3 clusters Score: Raw -6469639.015792 + Penalty 2114.737970 = -6467524.277821 nChanged 21 SP:Iteration 76Q (7016.165147 sec): 3 clusters Score: Raw -6469640.024398 + Penalty 2114.737970 = -6467525.286428 nChanged 22 SP:Iteration 77Q (7016.278966 sec): 3 clusters Score: Raw -6469641.336154 + Penalty 2114.737970 = -6467526.598184 nChanged 25 SP:Iteration 78Q (7016.387562 sec): 3 clusters Score: Raw -6469642.617012 + Penalty 2114.737970 = -6467527.879042 nChanged 22 SP:Iteration 79Q (7016.499280 sec): 3 clusters Score: Raw -6469643.573200 + Penalty 2114.737970 = -6467528.835230 nChanged 14 SP:Iteration 80F (7016.613117 sec): 3 clusters Score: Raw -6469644.084116 + Penalty 2114.737970 = -6467529.346146 nChanged 11 SP:Iteration 81Q (7016.717188 sec): 3 clusters Score: Raw -6469644.437662 + Penalty 2114.737970 = -6467529.699692 nChanged 12 SP:Iteration 82Q (7016.834553 sec): 3 clusters Score: Raw -6469645.097015 + Penalty 2114.737970 = -6467530.359045 nChanged 17 SP:Iteration 83Q (7016.944474 sec): 3 clusters Score: Raw -6469645.935953 + Penalty 2114.737970 = -6467531.197983 nChanged 17 SP:Iteration 84Q (7017.060595 sec): 3 clusters Score: Raw -6469646.607141 + Penalty 2114.737970 = -6467531.869170 nChanged 17 SP:Iteration 85Q (7017.152064 sec): 3 clusters Score: Raw -6469647.524640 + Penalty 2114.737970 = -6467532.786669 nChanged 20 SP:Iteration 86Q (7017.286322 sec): 3 clusters Score: Raw -6469648.541897 + Penalty 2114.737970 = -6467533.803926 nChanged 29 SP:Iteration 87Q (7017.401080 sec): 3 clusters Score: Raw -6469650.179518 + Penalty 2114.737970 = -6467535.441547 nChanged 38 SP:Iteration 88Q (7017.498958 sec): 3 clusters Score: Raw -6469652.809444 + Penalty 2114.737970 = -6467538.071474 nChanged 37 SP:Iteration 89Q (7017.619467 sec): 3 clusters Score: Raw -6469654.822631 + Penalty 2114.737970 = -6467540.084660 nChanged 29 SP:Iteration 90Q (7017.746935 sec): 3 clusters Score: Raw -6469656.389537 + Penalty 2114.737970 = -6467541.651567 nChanged 29 SP:Iteration 91Q (7017.873305 sec): 3 clusters Score: Raw -6469657.706211 + Penalty 2114.737970 = -6467542.968241 nChanged 25 SP:Iteration 92Q (7017.987755 sec): 3 clusters Score: Raw -6469658.937382 + Penalty 2114.737970 = -6467544.199412 nChanged 20 SP:Iteration 93Q (7018.099261 sec): 3 clusters Score: Raw -6469659.830423 + Penalty 2114.737970 = -6467545.092452 nChanged 19 SP:Iteration 94Q (7018.206231 sec): 3 clusters Score: Raw -6469660.649601 + Penalty 2114.737970 = -6467545.911630 nChanged 18 SP:Iteration 95Q (7018.312947 sec): 3 clusters Score: Raw -6469661.354421 + Penalty 2114.737970 = -6467546.616451 nChanged 18 SP:Iteration 96Q (7018.421005 sec): 3 clusters Score: Raw -6469662.090474 + Penalty 2114.737970 = -6467547.352503 nChanged 18 SP:Iteration 97Q (7018.529055 sec): 3 clusters Score: Raw -6469662.942320 + Penalty 2114.737970 = -6467548.204349 nChanged 14 SP:Iteration 98Q (7018.644516 sec): 3 clusters Score: Raw -6469663.363446 + Penalty 2114.737970 = -6467548.625476 nChanged 10 SP:Iteration 99Q (7018.759857 sec): 3 clusters Score: Raw -6469663.700994 + Penalty 2114.737970 = -6467548.963024 nChanged 10 SP:Iteration 100F (7018.885567 sec): 3 clusters Score: Raw -6469664.044878 + Penalty 2114.737970 = -6467549.306908 nChanged 6 SP:Iteration 101Q (7019.007694 sec): 3 clusters Score: Raw -6469664.198526 + Penalty 2114.737970 = -6467549.460555 nChanged 6 SP:Iteration 102Q (7019.127786 sec): 3 clusters Score: Raw -6469664.329056 + Penalty 2114.737970 = -6467549.591086 nChanged 8 SP:Iteration 103Q (7019.250758 sec): 3 clusters Score: Raw -6469664.610889 + Penalty 2114.737970 = -6467549.872919 nChanged 7 SP:Iteration 104Q (7019.370869 sec): 3 clusters Score: Raw -6469664.778308 + Penalty 2114.737970 = -6467550.040338 nChanged 2 SP:Iteration 105Q (7019.492044 sec): 3 clusters Score: Raw -6469664.837649 + Penalty 2114.737970 = -6467550.099679 nChanged 2 SP:Iteration 106Q (7019.608530 sec): 3 clusters Score: Raw -6469664.894048 + Penalty 2114.737970 = -6467550.156078 nChanged 1 SP:Iteration 107Q (7019.728955 sec): 3 clusters Score: Raw -6469664.911837 + Penalty 2114.737970 = -6467550.173867 nChanged 3 SP:Iteration 108Q (7019.851734 sec): 3 clusters Score: Raw -6469664.963537 + Penalty 2114.737970 = -6467550.225567 nChanged 2 SP:Iteration 109Q (7019.956919 sec): 3 clusters Score: Raw -6469664.989876 + Penalty 2114.737970 = -6467550.251906 nChanged 1 SP:Iteration 110Q (7020.075391 sec): 3 clusters Score: Raw -6469664.996756 + Penalty 2114.737970 = -6467550.258786 nChanged 0 SP:Iteration 111F (7020.215925 sec): 3 clusters Score: Raw -6469664.996756 + Penalty 2114.737970 = -6467550.258786 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7020.249111 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7020.298857 sec): 3 clusters Score: Raw -16314.924518 + Penalty 1023.054062 = -15291.870456 nChanged 68 SP:Iteration 1F (7020.336258 sec): 3 clusters Score: Raw -16493.511423 + Penalty 1023.054062 = -15470.457362 nChanged 20 SP:Iteration 2F (7020.395014 sec): 3 clusters Score: Raw -16579.346750 + Penalty 1023.054062 = -15556.292688 nChanged 5 SP:Iteration 3Q (7020.443636 sec): 3 clusters Score: Raw -16590.746702 + Penalty 1023.054062 = -15567.692640 nChanged 8 SP:Iteration 4Q (7020.482155 sec): 3 clusters Score: Raw -16615.565857 + Penalty 1023.054062 = -15592.511795 nChanged 5 SP:Iteration 5Q (7020.539365 sec): 3 clusters Score: Raw -16627.057271 + Penalty 1023.054062 = -15604.003209 nChanged 4 SP:Iteration 6Q (7020.588965 sec): 3 clusters Score: Raw -16637.725439 + Penalty 1023.054062 = -15614.671377 nChanged 4 SP:Iteration 7Q (7020.626259 sec): 3 clusters Score: Raw -16648.716724 + Penalty 1023.054062 = -15625.662662 nChanged 4 SP:Iteration 8Q (7020.686016 sec): 3 clusters Score: Raw -16668.197042 + Penalty 1023.054062 = -15645.142980 nChanged 3 SP:Iteration 9Q (7020.734489 sec): 3 clusters Score: Raw -16675.833311 + Penalty 1023.054062 = -15652.779249 nChanged 1 SP:Iteration 10Q (7020.771511 sec): 3 clusters Score: Raw -16688.357567 + Penalty 1023.054062 = -15665.303505 nChanged 1 SP:Iteration 11Q (7020.819777 sec): 3 clusters Score: Raw -16707.826694 + Penalty 1023.054062 = -15684.772632 nChanged 0 SP:Iteration 12F (7020.876235 sec): 3 clusters Score: Raw -16707.826694 + Penalty 1023.054062 = -15684.772632 nChanged 0 Score: Raw -89569304.396927 + Penalty 55047.896722 = -89514256.500206 Splitting cluster 11 changes total score from -89515047.325084 to -89514256.500206 So it's not getting split. Trying to split cluster 12 (25842 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7041.311632 sec): 2 clusters Score: Raw -2300571.927149 + Penalty 965.176854 = -2299606.750295 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7041.393074 sec): 3 clusters Score: Raw -2284285.738612 + Penalty 1930.353707 = -2282355.384905 nChanged 11936 SP:Iteration 1F (7041.473219 sec): 3 clusters Score: Raw -2291197.543770 + Penalty 1930.353707 = -2289267.190063 nChanged 1419 SP:Iteration 2F (7041.547896 sec): 3 clusters Score: Raw -2291843.679058 + Penalty 1930.353707 = -2289913.325351 nChanged 1645 SP:Iteration 3F (7041.627258 sec): 3 clusters Score: Raw -2292809.937812 + Penalty 1930.353707 = -2290879.584104 nChanged 1797 SP:Iteration 4F (7041.709957 sec): 3 clusters Score: Raw -2294186.742818 + Penalty 1930.353707 = -2292256.389111 nChanged 1952 SP:Iteration 5F (7041.781757 sec): 3 clusters Score: Raw -2296017.841408 + Penalty 1930.353707 = -2294087.487701 nChanged 1819 SP:Iteration 6F (7041.862233 sec): 3 clusters Score: Raw -2297718.454531 + Penalty 1930.353707 = -2295788.100824 nChanged 1402 SP:Iteration 7F (7041.938451 sec): 3 clusters Score: Raw -2298681.106295 + Penalty 1930.353707 = -2296750.752587 nChanged 901 SP:Iteration 8Q (7042.018214 sec): 3 clusters Score: Raw -2299160.642969 + Penalty 1930.353707 = -2297230.289262 nChanged 615 SP:Iteration 9Q (7042.099419 sec): 3 clusters Score: Raw -2299490.377810 + Penalty 1930.353707 = -2297560.024102 nChanged 508 SP:Iteration 10Q (7042.169075 sec): 3 clusters Score: Raw -2299790.272470 + Penalty 1930.353707 = -2297859.918763 nChanged 475 SP:Iteration 11Q (7042.249460 sec): 3 clusters Score: Raw -2300074.380612 + Penalty 1930.353707 = -2298144.026905 nChanged 395 SP:Iteration 12Q (7042.333217 sec): 3 clusters Score: Raw -2300250.177644 + Penalty 1930.353707 = -2298319.823937 nChanged 323 SP:Iteration 13Q (7042.410951 sec): 3 clusters Score: Raw -2300376.200628 + Penalty 1930.353707 = -2298445.846920 nChanged 286 SP:Iteration 14Q (7042.488144 sec): 3 clusters Score: Raw -2300464.377149 + Penalty 1930.353707 = -2298534.023442 nChanged 216 SP:Iteration 15Q (7042.568113 sec): 3 clusters Score: Raw -2300517.155860 + Penalty 1930.353707 = -2298586.802153 nChanged 136 SP:Iteration 16Q (7042.654418 sec): 3 clusters Score: Raw -2300540.861059 + Penalty 1930.353707 = -2298610.507352 nChanged 116 SP:Iteration 17Q (7042.728860 sec): 3 clusters Score: Raw -2300559.417125 + Penalty 1930.353707 = -2298629.063418 nChanged 103 SP:Iteration 18Q (7042.793096 sec): 3 clusters Score: Raw -2300574.548902 + Penalty 1930.353707 = -2298644.195195 nChanged 89 SP:Iteration 19Q (7042.880364 sec): 3 clusters Score: Raw -2300586.170278 + Penalty 1930.353707 = -2298655.816571 nChanged 78 SP:Iteration 20F (7042.948766 sec): 3 clusters Score: Raw -2300595.061556 + Penalty 1930.353707 = -2298664.707849 nChanged 68 SP:Iteration 21Q (7043.026555 sec): 3 clusters Score: Raw -2300603.799008 + Penalty 1930.353707 = -2298673.445301 nChanged 82 SP:Iteration 22Q (7043.117858 sec): 3 clusters Score: Raw -2300614.665361 + Penalty 1930.353707 = -2298684.311654 nChanged 81 SP:Iteration 23Q (7043.197354 sec): 3 clusters Score: Raw -2300624.328699 + Penalty 1930.353707 = -2298693.974992 nChanged 74 SP:Iteration 24Q (7043.267709 sec): 3 clusters Score: Raw -2300632.366605 + Penalty 1930.353707 = -2298702.012898 nChanged 61 SP:Iteration 25Q (7043.346150 sec): 3 clusters Score: Raw -2300639.342616 + Penalty 1930.353707 = -2298708.988909 nChanged 69 SP:Iteration 26Q (7043.424941 sec): 3 clusters Score: Raw -2300645.604001 + Penalty 1930.353707 = -2298715.250293 nChanged 69 SP:Iteration 27Q (7043.503365 sec): 3 clusters Score: Raw -2300651.545030 + Penalty 1930.353707 = -2298721.191323 nChanged 55 SP:Iteration 28Q (7043.579865 sec): 3 clusters Score: Raw -2300656.156950 + Penalty 1930.353707 = -2298725.803243 nChanged 58 SP:Iteration 29Q (7043.656307 sec): 3 clusters Score: Raw -2300662.045411 + Penalty 1930.353707 = -2298731.691704 nChanged 52 SP:Iteration 30Q (7043.741885 sec): 3 clusters Score: Raw -2300666.588450 + Penalty 1930.353707 = -2298736.234743 nChanged 44 SP:Iteration 31Q (7043.815617 sec): 3 clusters Score: Raw -2300669.911746 + Penalty 1930.353707 = -2298739.558039 nChanged 39 SP:Iteration 32Q (7043.891220 sec): 3 clusters Score: Raw -2300673.138905 + Penalty 1930.353707 = -2298742.785197 nChanged 42 SP:Iteration 33Q (7043.970095 sec): 3 clusters Score: Raw -2300676.249779 + Penalty 1930.353707 = -2298745.896072 nChanged 57 SP:Iteration 34Q (7044.040188 sec): 3 clusters Score: Raw -2300680.827342 + Penalty 1930.353707 = -2298750.473635 nChanged 40 SP:Iteration 35Q (7044.112493 sec): 3 clusters Score: Raw -2300683.662021 + Penalty 1930.353707 = -2298753.308314 nChanged 36 SP:Iteration 36Q (7044.191386 sec): 3 clusters Score: Raw -2300686.246726 + Penalty 1930.353707 = -2298755.893019 nChanged 46 SP:Iteration 37Q (7044.263720 sec): 3 clusters Score: Raw -2300689.753712 + Penalty 1930.353707 = -2298759.400005 nChanged 48 SP:Iteration 38Q (7044.334689 sec): 3 clusters Score: Raw -2300693.810202 + Penalty 1930.353707 = -2298763.456495 nChanged 50 SP:Iteration 39Q (7044.400209 sec): 3 clusters Score: Raw -2300698.199262 + Penalty 1930.353707 = -2298767.845555 nChanged 38 SP:Iteration 40F (7044.469911 sec): 3 clusters Score: Raw -2300701.005383 + Penalty 1930.353707 = -2298770.651676 nChanged 24 SP:Iteration 41Q (7044.545493 sec): 3 clusters Score: Raw -2300702.564372 + Penalty 1930.353707 = -2298772.210665 nChanged 28 SP:Iteration 42Q (7044.619160 sec): 3 clusters Score: Raw -2300704.132357 + Penalty 1930.353707 = -2298773.778650 nChanged 18 SP:Iteration 43Q (7044.697624 sec): 3 clusters Score: Raw -2300705.504992 + Penalty 1930.353707 = -2298775.151285 nChanged 28 SP:Iteration 44Q (7044.773128 sec): 3 clusters Score: Raw -2300707.479036 + Penalty 1930.353707 = -2298777.125329 nChanged 23 SP:Iteration 45Q (7044.847047 sec): 3 clusters Score: Raw -2300708.876606 + Penalty 1930.353707 = -2298778.522899 nChanged 26 SP:Iteration 46Q (7044.924087 sec): 3 clusters Score: Raw -2300710.269881 + Penalty 1930.353707 = -2298779.916174 nChanged 23 SP:Iteration 47Q (7044.994214 sec): 3 clusters Score: Raw -2300711.656457 + Penalty 1930.353707 = -2298781.302749 nChanged 22 SP:Iteration 48Q (7045.071886 sec): 3 clusters Score: Raw -2300712.795638 + Penalty 1930.353707 = -2298782.441930 nChanged 16 SP:Iteration 49Q (7045.144848 sec): 3 clusters Score: Raw -2300713.368814 + Penalty 1930.353707 = -2298783.015107 nChanged 8 SP:Iteration 50Q (7045.183639 sec): 3 clusters Score: Raw -2300713.817100 + Penalty 1930.353707 = -2298783.463392 nChanged 13 SP:Iteration 51Q (7045.259331 sec): 3 clusters Score: Raw -2300714.743539 + Penalty 1930.353707 = -2298784.389831 nChanged 15 SP:Iteration 52Q (7045.298508 sec): 3 clusters Score: Raw -2300715.828650 + Penalty 1930.353707 = -2298785.474942 nChanged 14 SP:Iteration 53Q (7045.369674 sec): 3 clusters Score: Raw -2300716.484491 + Penalty 1930.353707 = -2298786.130783 nChanged 9 SP:Iteration 54Q (7045.437691 sec): 3 clusters Score: Raw -2300716.886685 + Penalty 1930.353707 = -2298786.532977 nChanged 9 SP:Iteration 55Q (7045.483425 sec): 3 clusters Score: Raw -2300717.392687 + Penalty 1930.353707 = -2298787.038980 nChanged 5 SP:Iteration 56Q (7045.520420 sec): 3 clusters Score: Raw -2300717.497243 + Penalty 1930.353707 = -2298787.143535 nChanged 3 SP:Iteration 57Q (7045.561405 sec): 3 clusters Score: Raw -2300717.567213 + Penalty 1930.353707 = -2298787.213506 nChanged 4 SP:Iteration 58Q (7045.607321 sec): 3 clusters Score: Raw -2300717.706951 + Penalty 1930.353707 = -2298787.353244 nChanged 3 SP:Iteration 59Q (7045.646458 sec): 3 clusters Score: Raw -2300717.801146 + Penalty 1930.353707 = -2298787.447439 nChanged 3 SP:Iteration 60F (7045.687905 sec): 3 clusters Score: Raw -2300717.876192 + Penalty 1930.353707 = -2298787.522485 nChanged 4 SP:Iteration 61Q (7045.761853 sec): 3 clusters Score: Raw -2300718.064500 + Penalty 1930.353707 = -2298787.710793 nChanged 4 SP:Iteration 62Q (7045.834217 sec): 3 clusters Score: Raw -2300718.147585 + Penalty 1930.353707 = -2298787.793878 nChanged 3 SP:Iteration 63Q (7045.909204 sec): 3 clusters Score: Raw -2300718.251168 + Penalty 1930.353707 = -2298787.897461 nChanged 2 SP:Iteration 64Q (7045.971892 sec): 3 clusters Score: Raw -2300718.283384 + Penalty 1930.353707 = -2298787.929677 nChanged 1 SP:Iteration 65Q (7046.049924 sec): 3 clusters Score: Raw -2300718.324527 + Penalty 1930.353707 = -2298787.970820 nChanged 1 SP:Iteration 66Q (7046.120163 sec): 3 clusters Score: Raw -2300718.347470 + Penalty 1930.353707 = -2298787.993763 nChanged 1 SP:Iteration 67Q (7046.192350 sec): 3 clusters Score: Raw -2300718.385899 + Penalty 1930.353707 = -2298788.032191 nChanged 2 SP:Iteration 68Q (7046.260917 sec): 3 clusters Score: Raw -2300718.493929 + Penalty 1930.353707 = -2298788.140222 nChanged 4 SP:Iteration 69Q (7046.313890 sec): 3 clusters Score: Raw -2300718.698968 + Penalty 1930.353707 = -2298788.345261 nChanged 5 SP:Iteration 70Q (7046.387274 sec): 3 clusters Score: Raw -2300718.827564 + Penalty 1930.353707 = -2298788.473856 nChanged 3 SP:Iteration 71Q (7046.461659 sec): 3 clusters Score: Raw -2300718.886727 + Penalty 1930.353707 = -2298788.533020 nChanged 4 SP:Iteration 72Q (7046.528414 sec): 3 clusters Score: Raw -2300718.970341 + Penalty 1930.353707 = -2298788.616634 nChanged 1 SP:Iteration 73Q (7046.594588 sec): 3 clusters Score: Raw -2300719.024591 + Penalty 1930.353707 = -2298788.670884 nChanged 1 SP:Iteration 74Q (7046.670690 sec): 3 clusters Score: Raw -2300719.087337 + Penalty 1930.353707 = -2298788.733630 nChanged 2 SP:Iteration 75Q (7046.739561 sec): 3 clusters Score: Raw -2300719.157488 + Penalty 1930.353707 = -2298788.803780 nChanged 3 SP:Iteration 76Q (7046.791862 sec): 3 clusters Score: Raw -2300719.265740 + Penalty 1930.353707 = -2298788.912033 nChanged 1 SP:Iteration 77Q (7046.853772 sec): 3 clusters Score: Raw -2300719.277021 + Penalty 1930.353707 = -2298788.923313 nChanged 1 SP:Iteration 78Q (7046.921933 sec): 3 clusters Score: Raw -2300719.288780 + Penalty 1930.353707 = -2298788.935072 nChanged 0 SP:Iteration 79F (7046.988728 sec): 3 clusters Score: Raw -2300719.288780 + Penalty 1930.353707 = -2298788.935072 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7047.049267 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7047.132918 sec): 3 clusters Score: Raw -2659574.506584 + Penalty 1947.550096 = -2657626.956488 nChanged 13223 SP:Iteration 1F (7047.208960 sec): 3 clusters Score: Raw -2666867.609041 + Penalty 1947.550096 = -2664920.058945 nChanged 1087 SP:Iteration 2Q (7047.291956 sec): 3 clusters Score: Raw -2667167.767738 + Penalty 1947.550096 = -2665220.217642 nChanged 1068 SP:Iteration 3Q (7047.367554 sec): 3 clusters Score: Raw -2667479.916278 + Penalty 1947.550096 = -2665532.366182 nChanged 1051 SP:Iteration 4Q (7047.451178 sec): 3 clusters Score: Raw -2667889.822204 + Penalty 1947.550096 = -2665942.272108 nChanged 1250 SP:Iteration 5Q (7047.529054 sec): 3 clusters Score: Raw -2668545.404797 + Penalty 1947.550096 = -2666597.854701 nChanged 1550 SP:Iteration 6F (7047.605621 sec): 3 clusters Score: Raw -2669635.903296 + Penalty 1947.550096 = -2667688.353200 nChanged 1761 SP:Iteration 7F (7047.677098 sec): 3 clusters Score: Raw -2671166.955398 + Penalty 1947.550096 = -2669219.405302 nChanged 1808 SP:Iteration 8F (7047.757748 sec): 3 clusters Score: Raw -2672933.747550 + Penalty 1947.550096 = -2670986.197453 nChanged 1556 SP:Iteration 9F (7047.825296 sec): 3 clusters Score: Raw -2674369.162841 + Penalty 1947.550096 = -2672421.612744 nChanged 1297 SP:Iteration 10Q (7047.896698 sec): 3 clusters Score: Raw -2675386.204327 + Penalty 1947.550096 = -2673438.654231 nChanged 992 SP:Iteration 11Q (7047.974198 sec): 3 clusters Score: Raw -2675988.540214 + Penalty 1947.550096 = -2674040.990117 nChanged 706 SP:Iteration 12Q (7048.030737 sec): 3 clusters Score: Raw -2676287.429002 + Penalty 1947.550096 = -2674339.878906 nChanged 473 SP:Iteration 13Q (7048.103550 sec): 3 clusters Score: Raw -2676449.252701 + Penalty 1947.550096 = -2674501.702605 nChanged 348 SP:Iteration 14Q (7048.146876 sec): 3 clusters Score: Raw -2676555.712415 + Penalty 1947.550096 = -2674608.162319 nChanged 269 SP:Iteration 15Q (7048.224397 sec): 3 clusters Score: Raw -2676635.086325 + Penalty 1947.550096 = -2674687.536229 nChanged 248 SP:Iteration 16Q (7048.291658 sec): 3 clusters Score: Raw -2676699.181192 + Penalty 1947.550096 = -2674751.631096 nChanged 221 SP:Iteration 17Q (7048.356063 sec): 3 clusters Score: Raw -2676758.283361 + Penalty 1947.550096 = -2674810.733265 nChanged 204 SP:Iteration 18Q (7048.437699 sec): 3 clusters Score: Raw -2676812.721139 + Penalty 1947.550096 = -2674865.171043 nChanged 225 SP:Iteration 19Q (7048.498834 sec): 3 clusters Score: Raw -2676880.373263 + Penalty 1947.550096 = -2674932.823167 nChanged 192 SP:Iteration 20F (7048.589767 sec): 3 clusters Score: Raw -2676934.100167 + Penalty 1947.550096 = -2674986.550071 nChanged 193 SP:Iteration 21Q (7048.659863 sec): 3 clusters Score: Raw -2676982.990126 + Penalty 1947.550096 = -2675035.440030 nChanged 169 SP:Iteration 22Q (7048.721516 sec): 3 clusters Score: Raw -2677031.167410 + Penalty 1947.550096 = -2675083.617314 nChanged 177 SP:Iteration 23Q (7048.793055 sec): 3 clusters Score: Raw -2677085.074502 + Penalty 1947.550096 = -2675137.524406 nChanged 169 SP:Iteration 24Q (7048.873279 sec): 3 clusters Score: Raw -2677138.693873 + Penalty 1947.550096 = -2675191.143777 nChanged 170 SP:Iteration 25Q (7048.943802 sec): 3 clusters Score: Raw -2677184.628262 + Penalty 1947.550096 = -2675237.078166 nChanged 155 SP:Iteration 26Q (7049.025121 sec): 3 clusters Score: Raw -2677228.528510 + Penalty 1947.550096 = -2675280.978414 nChanged 165 SP:Iteration 27Q (7049.103384 sec): 3 clusters Score: Raw -2677269.845568 + Penalty 1947.550096 = -2675322.295472 nChanged 136 SP:Iteration 28Q (7049.190046 sec): 3 clusters Score: Raw -2677301.566940 + Penalty 1947.550096 = -2675354.016844 nChanged 110 SP:Iteration 29Q (7049.269056 sec): 3 clusters Score: Raw -2677325.108756 + Penalty 1947.550096 = -2675377.558660 nChanged 96 SP:Iteration 30Q (7049.330466 sec): 3 clusters Score: Raw -2677348.922475 + Penalty 1947.550096 = -2675401.372379 nChanged 99 SP:Iteration 31Q (7049.397236 sec): 3 clusters Score: Raw -2677374.200846 + Penalty 1947.550096 = -2675426.650750 nChanged 108 SP:Iteration 32Q (7049.475309 sec): 3 clusters Score: Raw -2677406.230987 + Penalty 1947.550096 = -2675458.680890 nChanged 99 SP:Iteration 33Q (7049.552826 sec): 3 clusters Score: Raw -2677431.484054 + Penalty 1947.550096 = -2675483.933958 nChanged 87 SP:Iteration 34Q (7049.629842 sec): 3 clusters Score: Raw -2677454.847723 + Penalty 1947.550096 = -2675507.297627 nChanged 95 SP:Iteration 35Q (7049.706305 sec): 3 clusters Score: Raw -2677479.009205 + Penalty 1947.550096 = -2675531.459109 nChanged 86 SP:Iteration 36Q (7049.778157 sec): 3 clusters Score: Raw -2677501.282626 + Penalty 1947.550096 = -2675553.732530 nChanged 80 SP:Iteration 37Q (7049.853905 sec): 3 clusters Score: Raw -2677521.085783 + Penalty 1947.550096 = -2675573.535687 nChanged 68 SP:Iteration 38Q (7049.930807 sec): 3 clusters Score: Raw -2677534.834899 + Penalty 1947.550096 = -2675587.284802 nChanged 47 SP:Iteration 39Q (7050.006343 sec): 3 clusters Score: Raw -2677544.506474 + Penalty 1947.550096 = -2675596.956377 nChanged 50 SP:Iteration 40F (7050.081076 sec): 3 clusters Score: Raw -2677557.634824 + Penalty 1947.550096 = -2675610.084728 nChanged 63 SP:Iteration 41Q (7050.157290 sec): 3 clusters Score: Raw -2677575.121240 + Penalty 1947.550096 = -2675627.571144 nChanged 64 SP:Iteration 42Q (7050.233463 sec): 3 clusters Score: Raw -2677593.000498 + Penalty 1947.550096 = -2675645.450402 nChanged 55 SP:Iteration 43Q (7050.309664 sec): 3 clusters Score: Raw -2677607.834953 + Penalty 1947.550096 = -2675660.284857 nChanged 50 SP:Iteration 44Q (7050.385716 sec): 3 clusters Score: Raw -2677620.220020 + Penalty 1947.550096 = -2675672.669923 nChanged 40 SP:Iteration 45Q (7050.463125 sec): 3 clusters Score: Raw -2677631.599458 + Penalty 1947.550096 = -2675684.049362 nChanged 48 SP:Iteration 46Q (7050.525627 sec): 3 clusters Score: Raw -2677643.507395 + Penalty 1947.550096 = -2675695.957299 nChanged 39 SP:Iteration 47Q (7050.605785 sec): 3 clusters Score: Raw -2677652.388093 + Penalty 1947.550096 = -2675704.837997 nChanged 42 SP:Iteration 48Q (7050.683591 sec): 3 clusters Score: Raw -2677660.846599 + Penalty 1947.550096 = -2675713.296503 nChanged 23 SP:Iteration 49Q (7050.758385 sec): 3 clusters Score: Raw -2677666.095287 + Penalty 1947.550096 = -2675718.545191 nChanged 21 SP:Iteration 50Q (7050.828161 sec): 3 clusters Score: Raw -2677670.886811 + Penalty 1947.550096 = -2675723.336715 nChanged 13 SP:Iteration 51Q (7050.918920 sec): 3 clusters Score: Raw -2677673.232202 + Penalty 1947.550096 = -2675725.682106 nChanged 14 SP:Iteration 52Q (7050.998313 sec): 3 clusters Score: Raw -2677676.679026 + Penalty 1947.550096 = -2675729.128930 nChanged 12 SP:Iteration 53Q (7051.075598 sec): 3 clusters Score: Raw -2677678.902088 + Penalty 1947.550096 = -2675731.351992 nChanged 12 SP:Iteration 54Q (7051.153893 sec): 3 clusters Score: Raw -2677680.970673 + Penalty 1947.550096 = -2675733.420577 nChanged 10 SP:Iteration 55Q (7051.231695 sec): 3 clusters Score: Raw -2677682.737862 + Penalty 1947.550096 = -2675735.187766 nChanged 7 SP:Iteration 56Q (7051.309491 sec): 3 clusters Score: Raw -2677684.143382 + Penalty 1947.550096 = -2675736.593286 nChanged 8 SP:Iteration 57Q (7051.379662 sec): 3 clusters Score: Raw -2677686.562546 + Penalty 1947.550096 = -2675739.012450 nChanged 16 SP:Iteration 58Q (7051.466776 sec): 3 clusters Score: Raw -2677690.439176 + Penalty 1947.550096 = -2675742.889079 nChanged 11 SP:Iteration 59Q (7051.537791 sec): 3 clusters Score: Raw -2677692.588963 + Penalty 1947.550096 = -2675745.038867 nChanged 12 SP:Iteration 60F (7051.593625 sec): 3 clusters Score: Raw -2677694.784858 + Penalty 1947.550096 = -2675747.234762 nChanged 9 SP:Iteration 61Q (7051.669460 sec): 3 clusters Score: Raw -2677696.345953 + Penalty 1947.550096 = -2675748.795857 nChanged 10 SP:Iteration 62Q (7051.740625 sec): 3 clusters Score: Raw -2677697.702494 + Penalty 1947.550096 = -2675750.152398 nChanged 7 SP:Iteration 63Q (7051.813806 sec): 3 clusters Score: Raw -2677698.862680 + Penalty 1947.550096 = -2675751.312584 nChanged 6 SP:Iteration 64Q (7051.904316 sec): 3 clusters Score: Raw -2677699.464485 + Penalty 1947.550096 = -2675751.914389 nChanged 3 SP:Iteration 65Q (7051.983426 sec): 3 clusters Score: Raw -2677700.020481 + Penalty 1947.550096 = -2675752.470385 nChanged 8 SP:Iteration 66Q (7052.062718 sec): 3 clusters Score: Raw -2677701.003060 + Penalty 1947.550096 = -2675753.452964 nChanged 5 SP:Iteration 67Q (7052.142182 sec): 3 clusters Score: Raw -2677701.715907 + Penalty 1947.550096 = -2675754.165811 nChanged 4 SP:Iteration 68Q (7052.221502 sec): 3 clusters Score: Raw -2677703.059322 + Penalty 1947.550096 = -2675755.509226 nChanged 6 SP:Iteration 69Q (7052.300465 sec): 3 clusters Score: Raw -2677704.635342 + Penalty 1947.550096 = -2675757.085246 nChanged 5 SP:Iteration 70Q (7052.378985 sec): 3 clusters Score: Raw -2677705.522300 + Penalty 1947.550096 = -2675757.972204 nChanged 3 SP:Iteration 71Q (7052.457122 sec): 3 clusters Score: Raw -2677705.906201 + Penalty 1947.550096 = -2675758.356104 nChanged 3 SP:Iteration 72Q (7052.536165 sec): 3 clusters Score: Raw -2677706.285224 + Penalty 1947.550096 = -2675758.735127 nChanged 1 SP:Iteration 73Q (7052.615128 sec): 3 clusters Score: Raw -2677706.375382 + Penalty 1947.550096 = -2675758.825286 nChanged 0 SP:Iteration 74F (7052.693358 sec): 3 clusters Score: Raw -2677706.375382 + Penalty 1947.550096 = -2675758.825286 nChanged 0 Trying to split cluster 14 (6153 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7052.723007 sec): 2 clusters Score: Raw -550371.654223 + Penalty 828.846029 = -549542.808194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7052.742593 sec): 3 clusters Score: Raw -546885.706459 + Penalty 1657.692059 = -545228.014400 nChanged 2689 SP:Iteration 1F (7052.762370 sec): 3 clusters Score: Raw -548432.724130 + Penalty 1657.692059 = -546775.032071 nChanged 389 SP:Iteration 2F (7052.782186 sec): 3 clusters Score: Raw -548638.605980 + Penalty 1657.692059 = -546980.913921 nChanged 375 SP:Iteration 3F (7052.822799 sec): 3 clusters Score: Raw -548881.350830 + Penalty 1657.692059 = -547223.658772 nChanged 380 SP:Iteration 4F (7052.842053 sec): 3 clusters Score: Raw -549142.943868 + Penalty 1657.692059 = -547485.251809 nChanged 398 SP:Iteration 5F (7052.861835 sec): 3 clusters Score: Raw -549440.592516 + Penalty 1657.692059 = -547782.900457 nChanged 379 SP:Iteration 6F (7052.881733 sec): 3 clusters Score: Raw -549705.965778 + Penalty 1657.692059 = -548048.273719 nChanged 334 SP:Iteration 7F (7052.914495 sec): 3 clusters Score: Raw -549936.539066 + Penalty 1657.692059 = -548278.847007 nChanged 253 SP:Iteration 8Q (7052.933689 sec): 3 clusters Score: Raw -550080.392097 + Penalty 1657.692059 = -548422.700038 nChanged 175 SP:Iteration 9Q (7052.953424 sec): 3 clusters Score: Raw -550178.809086 + Penalty 1657.692059 = -548521.117027 nChanged 162 SP:Iteration 10Q (7052.973416 sec): 3 clusters Score: Raw -550265.533930 + Penalty 1657.692059 = -548607.841871 nChanged 137 SP:Iteration 11Q (7053.005849 sec): 3 clusters Score: Raw -550349.046330 + Penalty 1657.692059 = -548691.354271 nChanged 121 SP:Iteration 12Q (7053.025326 sec): 3 clusters Score: Raw -550429.715188 + Penalty 1657.692059 = -548772.023129 nChanged 112 SP:Iteration 13Q (7053.044794 sec): 3 clusters Score: Raw -550521.530139 + Penalty 1657.692059 = -548863.838080 nChanged 86 SP:Iteration 14Q (7053.064365 sec): 3 clusters Score: Raw -550603.388343 + Penalty 1657.692059 = -548945.696284 nChanged 79 SP:Iteration 15Q (7053.120291 sec): 3 clusters Score: Raw -550666.440341 + Penalty 1657.692059 = -549008.748282 nChanged 56 SP:Iteration 16Q (7053.138801 sec): 3 clusters Score: Raw -550703.380873 + Penalty 1657.692059 = -549045.688814 nChanged 42 SP:Iteration 17Q (7053.196628 sec): 3 clusters Score: Raw -550726.984750 + Penalty 1657.692059 = -549069.292691 nChanged 37 SP:Iteration 18Q (7053.249590 sec): 3 clusters Score: Raw -550741.887784 + Penalty 1657.692059 = -549084.195725 nChanged 30 SP:Iteration 19Q (7053.305226 sec): 3 clusters Score: Raw -550753.827174 + Penalty 1657.692059 = -549096.135115 nChanged 23 SP:Iteration 20F (7053.362035 sec): 3 clusters Score: Raw -550763.911107 + Penalty 1657.692059 = -549106.219048 nChanged 19 SP:Iteration 21Q (7053.406574 sec): 3 clusters Score: Raw -550769.548723 + Penalty 1657.692059 = -549111.856664 nChanged 14 SP:Iteration 22Q (7053.472159 sec): 3 clusters Score: Raw -550773.975911 + Penalty 1657.692059 = -549116.283853 nChanged 8 SP:Iteration 23Q (7053.527340 sec): 3 clusters Score: Raw -550776.535468 + Penalty 1657.692059 = -549118.843409 nChanged 7 SP:Iteration 24Q (7053.577786 sec): 3 clusters Score: Raw -550778.363495 + Penalty 1657.692059 = -549120.671436 nChanged 8 SP:Iteration 25Q (7053.623920 sec): 3 clusters Score: Raw -550781.727722 + Penalty 1657.692059 = -549124.035664 nChanged 11 SP:Iteration 26Q (7053.679609 sec): 3 clusters Score: Raw -550785.886412 + Penalty 1657.692059 = -549128.194353 nChanged 11 SP:Iteration 27Q (7053.745731 sec): 3 clusters Score: Raw -550789.437564 + Penalty 1657.692059 = -549131.745505 nChanged 11 SP:Iteration 28Q (7053.792443 sec): 3 clusters Score: Raw -550792.669175 + Penalty 1657.692059 = -549134.977116 nChanged 5 SP:Iteration 29Q (7053.852337 sec): 3 clusters Score: Raw -550793.945983 + Penalty 1657.692059 = -549136.253924 nChanged 2 SP:Iteration 30Q (7053.910138 sec): 3 clusters Score: Raw -550794.426860 + Penalty 1657.692059 = -549136.734801 nChanged 1 SP:Iteration 31Q (7053.963512 sec): 3 clusters Score: Raw -550794.968540 + Penalty 1657.692059 = -549137.276481 nChanged 8 SP:Iteration 32Q (7054.018958 sec): 3 clusters Score: Raw -550796.664100 + Penalty 1657.692059 = -549138.972041 nChanged 2 SP:Iteration 33Q (7054.074722 sec): 3 clusters Score: Raw -550797.149703 + Penalty 1657.692059 = -549139.457644 nChanged 0 SP:Iteration 34F (7054.127374 sec): 3 clusters Score: Raw -550797.149703 + Penalty 1657.692059 = -549139.457644 nChanged 0 Trying to split cluster 15 (2646 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7054.158334 sec): 2 clusters Score: Raw -242279.343074 + Penalty 748.676413 = -241530.666662 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7054.197518 sec): 3 clusters Score: Raw -240933.014058 + Penalty 1497.352825 = -239435.661233 nChanged 1049 SP:Iteration 1F (7054.249481 sec): 3 clusters Score: Raw -241517.942165 + Penalty 1497.352825 = -240020.589339 nChanged 221 SP:Iteration 2F (7054.310893 sec): 3 clusters Score: Raw -241675.954921 + Penalty 1497.352825 = -240178.602095 nChanged 177 SP:Iteration 3F (7054.353728 sec): 3 clusters Score: Raw -241798.724801 + Penalty 1497.352825 = -240301.371976 nChanged 135 SP:Iteration 4F (7054.405582 sec): 3 clusters Score: Raw -241899.291117 + Penalty 1497.352825 = -240401.938291 nChanged 124 SP:Iteration 5Q (7054.458581 sec): 3 clusters Score: Raw -241987.834554 + Penalty 1497.352825 = -240490.481729 nChanged 99 SP:Iteration 6Q (7054.509382 sec): 3 clusters Score: Raw -242061.637305 + Penalty 1497.352825 = -240564.284479 nChanged 82 SP:Iteration 7Q (7054.572213 sec): 3 clusters Score: Raw -242123.469817 + Penalty 1497.352825 = -240626.116992 nChanged 74 SP:Iteration 8Q (7054.626542 sec): 3 clusters Score: Raw -242180.429800 + Penalty 1497.352825 = -240683.076974 nChanged 58 SP:Iteration 9Q (7054.677293 sec): 3 clusters Score: Raw -242214.409891 + Penalty 1497.352825 = -240717.057065 nChanged 36 SP:Iteration 10Q (7054.719936 sec): 3 clusters Score: Raw -242231.473443 + Penalty 1497.352825 = -240734.120618 nChanged 36 SP:Iteration 11Q (7054.780890 sec): 3 clusters Score: Raw -242253.431042 + Penalty 1497.352825 = -240756.078217 nChanged 35 SP:Iteration 12Q (7054.827212 sec): 3 clusters Score: Raw -242277.267586 + Penalty 1497.352825 = -240779.914761 nChanged 40 SP:Iteration 13Q (7054.862041 sec): 3 clusters Score: Raw -242295.930474 + Penalty 1497.352825 = -240798.577648 nChanged 24 SP:Iteration 14Q (7054.923974 sec): 3 clusters Score: Raw -242308.801677 + Penalty 1497.352825 = -240811.448852 nChanged 26 SP:Iteration 15Q (7054.967112 sec): 3 clusters Score: Raw -242318.591399 + Penalty 1497.352825 = -240821.238574 nChanged 23 SP:Iteration 16Q (7055.009767 sec): 3 clusters Score: Raw -242330.008275 + Penalty 1497.352825 = -240832.655450 nChanged 21 SP:Iteration 17Q (7055.059926 sec): 3 clusters Score: Raw -242342.006927 + Penalty 1497.352825 = -240844.654101 nChanged 21 SP:Iteration 18Q (7055.116787 sec): 3 clusters Score: Raw -242351.156793 + Penalty 1497.352825 = -240853.803968 nChanged 12 SP:Iteration 19Q (7055.174715 sec): 3 clusters Score: Raw -242355.616119 + Penalty 1497.352825 = -240858.263293 nChanged 12 SP:Iteration 20F (7055.222301 sec): 3 clusters Score: Raw -242362.016069 + Penalty 1497.352825 = -240864.663243 nChanged 12 SP:Iteration 21Q (7055.281039 sec): 3 clusters Score: Raw -242366.335471 + Penalty 1497.352825 = -240868.982645 nChanged 9 SP:Iteration 22Q (7055.333362 sec): 3 clusters Score: Raw -242369.320514 + Penalty 1497.352825 = -240871.967688 nChanged 5 SP:Iteration 23Q (7055.378900 sec): 3 clusters Score: Raw -242371.015626 + Penalty 1497.352825 = -240873.662800 nChanged 5 SP:Iteration 24Q (7055.425377 sec): 3 clusters Score: Raw -242371.954402 + Penalty 1497.352825 = -240874.601577 nChanged 4 SP:Iteration 25Q (7055.471210 sec): 3 clusters Score: Raw -242373.168578 + Penalty 1497.352825 = -240875.815753 nChanged 2 SP:Iteration 26Q (7055.525872 sec): 3 clusters Score: Raw -242373.948395 + Penalty 1497.352825 = -240876.595570 nChanged 1 SP:Iteration 27Q (7055.578061 sec): 3 clusters Score: Raw -242374.118266 + Penalty 1497.352825 = -240876.765440 nChanged 0 SP:Iteration 28F (7055.628898 sec): 3 clusters Score: Raw -242374.118266 + Penalty 1497.352825 = -240876.765440 nChanged 0 Trying to split cluster 16 (17483 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7055.673003 sec): 2 clusters Score: Raw -1600456.441861 + Penalty 928.053505 = -1599528.388357 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7055.742560 sec): 3 clusters Score: Raw -1589762.169763 + Penalty 1856.107009 = -1587906.062754 nChanged 8025 SP:Iteration 1F (7055.813215 sec): 3 clusters Score: Raw -1594518.067555 + Penalty 1856.107009 = -1592661.960546 nChanged 1080 SP:Iteration 2F (7055.871440 sec): 3 clusters Score: Raw -1595077.756214 + Penalty 1856.107009 = -1593221.649205 nChanged 1123 SP:Iteration 3F (7055.952525 sec): 3 clusters Score: Raw -1595751.396389 + Penalty 1856.107009 = -1593895.289380 nChanged 1152 SP:Iteration 4F (7056.014167 sec): 3 clusters Score: Raw -1596493.519412 + Penalty 1856.107009 = -1594637.412403 nChanged 1103 SP:Iteration 5F (7056.091134 sec): 3 clusters Score: Raw -1597272.584918 + Penalty 1856.107009 = -1595416.477909 nChanged 1007 SP:Iteration 6F (7056.161723 sec): 3 clusters Score: Raw -1598074.196956 + Penalty 1856.107009 = -1596218.089947 nChanged 819 SP:Iteration 7Q (7056.223537 sec): 3 clusters Score: Raw -1598728.548878 + Penalty 1856.107009 = -1596872.441869 nChanged 667 SP:Iteration 8Q (7056.300636 sec): 3 clusters Score: Raw -1599259.015970 + Penalty 1856.107009 = -1597402.908961 nChanged 510 SP:Iteration 9Q (7056.362465 sec): 3 clusters Score: Raw -1599650.493381 + Penalty 1856.107009 = -1597794.386372 nChanged 425 SP:Iteration 10Q (7056.440804 sec): 3 clusters Score: Raw -1599987.057370 + Penalty 1856.107009 = -1598130.950361 nChanged 332 SP:Iteration 11Q (7056.508944 sec): 3 clusters Score: Raw -1600265.037361 + Penalty 1856.107009 = -1598408.930352 nChanged 230 SP:Iteration 12Q (7056.577123 sec): 3 clusters Score: Raw -1600447.163520 + Penalty 1856.107009 = -1598591.056511 nChanged 171 SP:Iteration 13Q (7056.636062 sec): 3 clusters Score: Raw -1600572.716047 + Penalty 1856.107009 = -1598716.609038 nChanged 111 SP:Iteration 14Q (7056.703465 sec): 3 clusters Score: Raw -1600641.979106 + Penalty 1856.107009 = -1598785.872096 nChanged 83 SP:Iteration 15Q (7056.773250 sec): 3 clusters Score: Raw -1600690.501736 + Penalty 1856.107009 = -1598834.394727 nChanged 78 SP:Iteration 16Q (7056.824369 sec): 3 clusters Score: Raw -1600730.811770 + Penalty 1856.107009 = -1598874.704761 nChanged 46 SP:Iteration 17Q (7056.873659 sec): 3 clusters Score: Raw -1600748.055992 + Penalty 1856.107009 = -1598891.948983 nChanged 38 SP:Iteration 18Q (7056.933611 sec): 3 clusters Score: Raw -1600761.523181 + Penalty 1856.107009 = -1598905.416171 nChanged 23 SP:Iteration 19Q (7056.982299 sec): 3 clusters Score: Raw -1600768.528214 + Penalty 1856.107009 = -1598912.421204 nChanged 11 SP:Iteration 20F (7057.046688 sec): 3 clusters Score: Raw -1600771.371417 + Penalty 1856.107009 = -1598915.264407 nChanged 10 SP:Iteration 21Q (7057.101996 sec): 3 clusters Score: Raw -1600773.683877 + Penalty 1856.107009 = -1598917.576868 nChanged 7 SP:Iteration 22Q (7057.166690 sec): 3 clusters Score: Raw -1600774.909891 + Penalty 1856.107009 = -1598918.802882 nChanged 6 SP:Iteration 23Q (7057.236466 sec): 3 clusters Score: Raw -1600776.323156 + Penalty 1856.107009 = -1598920.216146 nChanged 6 SP:Iteration 24Q (7057.283729 sec): 3 clusters Score: Raw -1600777.339591 + Penalty 1856.107009 = -1598921.232582 nChanged 4 SP:Iteration 25Q (7057.348254 sec): 3 clusters Score: Raw -1600777.945137 + Penalty 1856.107009 = -1598921.838128 nChanged 4 SP:Iteration 26Q (7057.398929 sec): 3 clusters Score: Raw -1600778.536837 + Penalty 1856.107009 = -1598922.429828 nChanged 3 SP:Iteration 27Q (7057.463774 sec): 3 clusters Score: Raw -1600778.981331 + Penalty 1856.107009 = -1598922.874322 nChanged 4 SP:Iteration 28Q (7057.529608 sec): 3 clusters Score: Raw -1600779.648049 + Penalty 1856.107009 = -1598923.541040 nChanged 4 SP:Iteration 29Q (7057.585482 sec): 3 clusters Score: Raw -1600780.876760 + Penalty 1856.107009 = -1598924.769751 nChanged 6 SP:Iteration 30Q (7057.651786 sec): 3 clusters Score: Raw -1600782.269602 + Penalty 1856.107009 = -1598926.162592 nChanged 4 SP:Iteration 31Q (7057.726366 sec): 3 clusters Score: Raw -1600783.413229 + Penalty 1856.107009 = -1598927.306220 nChanged 4 SP:Iteration 32Q (7057.785696 sec): 3 clusters Score: Raw -1600784.171340 + Penalty 1856.107009 = -1598928.064331 nChanged 1 SP:Iteration 33Q (7057.849238 sec): 3 clusters Score: Raw -1600784.317352 + Penalty 1856.107009 = -1598928.210343 nChanged 1 SP:Iteration 34Q (7057.915340 sec): 3 clusters Score: Raw -1600784.477994 + Penalty 1856.107009 = -1598928.370985 nChanged 0 SP:Iteration 35F (7057.974284 sec): 3 clusters Score: Raw -1600784.477994 + Penalty 1856.107009 = -1598928.370985 nChanged 0 Trying to split cluster 17 (57729 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7058.054293 sec): 2 clusters Score: Raw -5287394.214495 + Penalty 1041.533918 = -5286352.680577 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7058.174808 sec): 3 clusters Score: Raw -5249796.700141 + Penalty 2083.067836 = -5247713.632305 nChanged 27587 SP:Iteration 1F (7058.283555 sec): 3 clusters Score: Raw -5266443.902077 + Penalty 2083.067836 = -5264360.834241 nChanged 2965 SP:Iteration 2F (7058.400501 sec): 3 clusters Score: Raw -5267867.786560 + Penalty 2083.067836 = -5265784.718724 nChanged 3510 SP:Iteration 3F (7058.514864 sec): 3 clusters Score: Raw -5270098.528595 + Penalty 2083.067836 = -5268015.460759 nChanged 4332 SP:Iteration 4F (7058.631613 sec): 3 clusters Score: Raw -5273557.388450 + Penalty 2083.067836 = -5271474.320614 nChanged 4912 SP:Iteration 5F (7058.748234 sec): 3 clusters Score: Raw -5278073.681608 + Penalty 2083.067836 = -5275990.613772 nChanged 4320 SP:Iteration 6F (7058.865036 sec): 3 clusters Score: Raw -5282190.679709 + Penalty 2083.067836 = -5280107.611873 nChanged 2923 SP:Iteration 7F (7058.977134 sec): 3 clusters Score: Raw -5284962.877894 + Penalty 2083.067836 = -5282879.810058 nChanged 1656 SP:Iteration 8Q (7059.096578 sec): 3 clusters Score: Raw -5286483.683513 + Penalty 2083.067836 = -5284400.615677 nChanged 692 SP:Iteration 9Q (7059.199939 sec): 3 clusters Score: Raw -5287084.959489 + Penalty 2083.067836 = -5285001.891653 nChanged 278 SP:Iteration 10Q (7059.312615 sec): 3 clusters Score: Raw -5287338.300697 + Penalty 2083.067836 = -5285255.232861 nChanged 114 SP:Iteration 11Q (7059.422056 sec): 3 clusters Score: Raw -5287447.996722 + Penalty 2083.067836 = -5285364.928886 nChanged 57 SP:Iteration 12Q (7059.539321 sec): 3 clusters Score: Raw -5287495.034240 + Penalty 2083.067836 = -5285411.966404 nChanged 31 SP:Iteration 13Q (7059.645879 sec): 3 clusters Score: Raw -5287538.079387 + Penalty 2083.067836 = -5285455.011552 nChanged 27 SP:Iteration 14Q (7059.731019 sec): 3 clusters Score: Raw -5287561.012342 + Penalty 2083.067836 = -5285477.944506 nChanged 16 SP:Iteration 15Q (7059.843839 sec): 3 clusters Score: Raw -5287572.701562 + Penalty 2083.067836 = -5285489.633726 nChanged 15 SP:Iteration 16Q (7059.960415 sec): 3 clusters Score: Raw -5287584.113214 + Penalty 2083.067836 = -5285501.045378 nChanged 14 SP:Iteration 17Q (7060.066558 sec): 3 clusters Score: Raw -5287594.361044 + Penalty 2083.067836 = -5285511.293209 nChanged 12 SP:Iteration 18Q (7060.168537 sec): 3 clusters Score: Raw -5287600.854957 + Penalty 2083.067836 = -5285517.787121 nChanged 11 SP:Iteration 19Q (7060.277364 sec): 3 clusters Score: Raw -5287611.753700 + Penalty 2083.067836 = -5285528.685864 nChanged 8 SP:Iteration 20F (7060.399935 sec): 3 clusters Score: Raw -5287622.276695 + Penalty 2083.067836 = -5285539.208859 nChanged 12 SP:Iteration 21Q (7060.493941 sec): 3 clusters Score: Raw -5287630.379669 + Penalty 2083.067836 = -5285547.311833 nChanged 8 SP:Iteration 22Q (7060.609184 sec): 3 clusters Score: Raw -5287634.713438 + Penalty 2083.067836 = -5285551.645602 nChanged 5 SP:Iteration 23Q (7060.703873 sec): 3 clusters Score: Raw -5287636.918399 + Penalty 2083.067836 = -5285553.850563 nChanged 6 SP:Iteration 24Q (7060.813302 sec): 3 clusters Score: Raw -5287639.373891 + Penalty 2083.067836 = -5285556.306055 nChanged 0 SP:Iteration 25F (7060.942243 sec): 3 clusters Score: Raw -5287639.373891 + Penalty 2083.067836 = -5285556.306055 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7060.976003 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7061.015384 sec): 3 clusters Score: Raw -156037.217512 + Penalty 1420.422134 = -154616.795378 nChanged 662 SP:Iteration 1F (7061.066471 sec): 3 clusters Score: Raw -156513.325392 + Penalty 1420.422134 = -155092.903258 nChanged 143 SP:Iteration 2F (7061.125167 sec): 3 clusters Score: Raw -156644.747643 + Penalty 1420.422134 = -155224.325509 nChanged 105 SP:Iteration 3F (7061.178670 sec): 3 clusters Score: Raw -156734.640971 + Penalty 1420.422134 = -155314.218837 nChanged 89 SP:Iteration 4F (7061.217110 sec): 3 clusters Score: Raw -156814.052468 + Penalty 1420.422134 = -155393.630334 nChanged 72 SP:Iteration 5Q (7061.273368 sec): 3 clusters Score: Raw -156870.671107 + Penalty 1420.422134 = -155450.248973 nChanged 57 SP:Iteration 6Q (7061.321307 sec): 3 clusters Score: Raw -156908.389330 + Penalty 1420.422134 = -155487.967196 nChanged 43 SP:Iteration 7Q (7061.365861 sec): 3 clusters Score: Raw -156943.706125 + Penalty 1420.422134 = -155523.283991 nChanged 43 SP:Iteration 8Q (7061.422350 sec): 3 clusters Score: Raw -156976.131450 + Penalty 1420.422134 = -155555.709316 nChanged 34 SP:Iteration 9Q (7061.467657 sec): 3 clusters Score: Raw -157003.201871 + Penalty 1420.422134 = -155582.779736 nChanged 32 SP:Iteration 10Q (7061.515595 sec): 3 clusters Score: Raw -157022.406601 + Penalty 1420.422134 = -155601.984467 nChanged 26 SP:Iteration 11Q (7061.566533 sec): 3 clusters Score: Raw -157033.889692 + Penalty 1420.422134 = -155613.467558 nChanged 16 SP:Iteration 12Q (7061.615960 sec): 3 clusters Score: Raw -157046.745714 + Penalty 1420.422134 = -155626.323580 nChanged 25 SP:Iteration 13Q (7061.667345 sec): 3 clusters Score: Raw -157058.676161 + Penalty 1420.422134 = -155638.254026 nChanged 13 SP:Iteration 14Q (7061.720434 sec): 3 clusters Score: Raw -157065.477378 + Penalty 1420.422134 = -155645.055244 nChanged 10 SP:Iteration 15Q (7061.766026 sec): 3 clusters Score: Raw -157071.085718 + Penalty 1420.422134 = -155650.663584 nChanged 7 SP:Iteration 16Q (7061.795922 sec): 3 clusters Score: Raw -157073.527619 + Penalty 1420.422134 = -155653.105485 nChanged 8 SP:Iteration 17Q (7061.854763 sec): 3 clusters Score: Raw -157078.909237 + Penalty 1420.422134 = -155658.487102 nChanged 9 SP:Iteration 18Q (7061.895734 sec): 3 clusters Score: Raw -157083.913444 + Penalty 1420.422134 = -155663.491310 nChanged 9 SP:Iteration 19Q (7061.941164 sec): 3 clusters Score: Raw -157088.342583 + Penalty 1420.422134 = -155667.920449 nChanged 10 SP:Iteration 20F (7061.955964 sec): 3 clusters Score: Raw -157093.194991 + Penalty 1420.422134 = -155672.772857 nChanged 11 SP:Iteration 21Q (7061.972778 sec): 3 clusters Score: Raw -157098.746429 + Penalty 1420.422134 = -155678.324294 nChanged 13 SP:Iteration 22Q (7061.979310 sec): 3 clusters Score: Raw -157105.544607 + Penalty 1420.422134 = -155685.122473 nChanged 14 SP:Iteration 23Q (7061.985800 sec): 3 clusters Score: Raw -157110.446038 + Penalty 1420.422134 = -155690.023904 nChanged 11 SP:Iteration 24Q (7061.992305 sec): 3 clusters Score: Raw -157116.183898 + Penalty 1420.422134 = -155695.761764 nChanged 8 SP:Iteration 25Q (7061.998791 sec): 3 clusters Score: Raw -157119.759644 + Penalty 1420.422134 = -155699.337510 nChanged 7 SP:Iteration 26Q (7062.005272 sec): 3 clusters Score: Raw -157121.286376 + Penalty 1420.422134 = -155700.864242 nChanged 1 SP:Iteration 27Q (7062.011686 sec): 3 clusters Score: Raw -157121.435366 + Penalty 1420.422134 = -155701.013232 nChanged 1 SP:Iteration 28Q (7062.018086 sec): 3 clusters Score: Raw -157122.199937 + Penalty 1420.422134 = -155701.777803 nChanged 2 SP:Iteration 29Q (7062.024532 sec): 3 clusters Score: Raw -157122.627283 + Penalty 1420.422134 = -155702.205149 nChanged 0 SP:Iteration 30F (7062.031125 sec): 3 clusters Score: Raw -157122.627283 + Penalty 1420.422134 = -155702.205149 nChanged 0 Trying to split cluster 19 (28834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7062.075760 sec): 2 clusters Score: Raw -2780821.990580 + Penalty 975.584500 = -2779846.406080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7062.126231 sec): 3 clusters Score: Raw -2762495.327781 + Penalty 1951.169000 = -2760544.158781 nChanged 13603 SP:Iteration 1F (7062.172914 sec): 3 clusters Score: Raw -2770242.878547 + Penalty 1951.169000 = -2768291.709547 nChanged 1113 SP:Iteration 2Q (7062.221428 sec): 3 clusters Score: Raw -2770605.044572 + Penalty 1951.169000 = -2768653.875572 nChanged 1244 SP:Iteration 3Q (7062.269530 sec): 3 clusters Score: Raw -2771000.592139 + Penalty 1951.169000 = -2769049.423139 nChanged 1133 SP:Iteration 4Q (7062.324741 sec): 3 clusters Score: Raw -2771376.377437 + Penalty 1951.169000 = -2769425.208437 nChanged 1132 SP:Iteration 5Q (7062.402278 sec): 3 clusters Score: Raw -2771771.612247 + Penalty 1951.169000 = -2769820.443248 nChanged 1118 SP:Iteration 6Q (7062.483589 sec): 3 clusters Score: Raw -2772143.062230 + Penalty 1951.169000 = -2770191.893230 nChanged 1069 SP:Iteration 7Q (7062.568780 sec): 3 clusters Score: Raw -2772516.093465 + Penalty 1951.169000 = -2770564.924466 nChanged 1053 SP:Iteration 8Q (7062.659470 sec): 3 clusters Score: Raw -2772902.598394 + Penalty 1951.169000 = -2770951.429394 nChanged 1015 SP:Iteration 9Q (7062.729722 sec): 3 clusters Score: Raw -2773312.239271 + Penalty 1951.169000 = -2771361.070271 nChanged 1149 SP:Iteration 10Q (7062.810316 sec): 3 clusters Score: Raw -2773872.872490 + Penalty 1951.169000 = -2771921.703491 nChanged 1263 SP:Iteration 11Q (7062.900420 sec): 3 clusters Score: Raw -2774575.607435 + Penalty 1951.169000 = -2772624.438435 nChanged 1278 SP:Iteration 12Q (7062.981913 sec): 3 clusters Score: Raw -2775318.729132 + Penalty 1951.169000 = -2773367.560132 nChanged 1225 SP:Iteration 13Q (7063.064983 sec): 3 clusters Score: Raw -2776009.318493 + Penalty 1951.169000 = -2774058.149493 nChanged 1113 SP:Iteration 14Q (7063.138985 sec): 3 clusters Score: Raw -2776600.209740 + Penalty 1951.169000 = -2774649.040740 nChanged 1031 SP:Iteration 15Q (7063.226929 sec): 3 clusters Score: Raw -2777152.626085 + Penalty 1951.169000 = -2775201.457085 nChanged 875 SP:Iteration 16Q (7063.300292 sec): 3 clusters Score: Raw -2777587.042909 + Penalty 1951.169000 = -2775635.873909 nChanged 768 SP:Iteration 17Q (7063.382030 sec): 3 clusters Score: Raw -2777959.713211 + Penalty 1951.169000 = -2776008.544211 nChanged 694 SP:Iteration 18Q (7063.460916 sec): 3 clusters Score: Raw -2778302.960743 + Penalty 1951.169000 = -2776351.791743 nChanged 694 SP:Iteration 19Q (7063.533220 sec): 3 clusters Score: Raw -2778664.354164 + Penalty 1951.169000 = -2776713.185164 nChanged 661 SP:Iteration 20F (7063.617499 sec): 3 clusters Score: Raw -2779047.038897 + Penalty 1951.169000 = -2777095.869897 nChanged 615 SP:Iteration 21Q (7063.706519 sec): 3 clusters Score: Raw -2779444.913298 + Penalty 1951.169000 = -2777493.744298 nChanged 567 SP:Iteration 22Q (7063.770835 sec): 3 clusters Score: Raw -2779834.803356 + Penalty 1951.169000 = -2777883.634357 nChanged 459 SP:Iteration 23Q (7063.852812 sec): 3 clusters Score: Raw -2780178.226150 + Penalty 1951.169000 = -2778227.057150 nChanged 357 SP:Iteration 24Q (7063.934048 sec): 3 clusters Score: Raw -2780445.794812 + Penalty 1951.169000 = -2778494.625812 nChanged 249 SP:Iteration 25Q (7064.012296 sec): 3 clusters Score: Raw -2780632.460329 + Penalty 1951.169000 = -2778681.291329 nChanged 172 SP:Iteration 26Q (7064.085156 sec): 3 clusters Score: Raw -2780744.911865 + Penalty 1951.169000 = -2778793.742865 nChanged 109 SP:Iteration 27Q (7064.159825 sec): 3 clusters Score: Raw -2780807.552146 + Penalty 1951.169000 = -2778856.383146 nChanged 83 SP:Iteration 28Q (7064.199132 sec): 3 clusters Score: Raw -2780859.094458 + Penalty 1951.169000 = -2778907.925458 nChanged 75 SP:Iteration 29Q (7064.238697 sec): 3 clusters Score: Raw -2780905.361181 + Penalty 1951.169000 = -2778954.192181 nChanged 63 SP:Iteration 30Q (7064.278181 sec): 3 clusters Score: Raw -2780950.143466 + Penalty 1951.169000 = -2778998.974466 nChanged 49 SP:Iteration 31Q (7064.317720 sec): 3 clusters Score: Raw -2780981.040060 + Penalty 1951.169000 = -2779029.871060 nChanged 33 SP:Iteration 32Q (7064.401776 sec): 3 clusters Score: Raw -2780996.331766 + Penalty 1951.169000 = -2779045.162766 nChanged 21 SP:Iteration 33Q (7064.477819 sec): 3 clusters Score: Raw -2781004.303815 + Penalty 1951.169000 = -2779053.134815 nChanged 7 SP:Iteration 34Q (7064.553700 sec): 3 clusters Score: Raw -2781006.626825 + Penalty 1951.169000 = -2779055.457825 nChanged 7 SP:Iteration 35Q (7064.630183 sec): 3 clusters Score: Raw -2781009.132540 + Penalty 1951.169000 = -2779057.963540 nChanged 5 SP:Iteration 36Q (7064.706406 sec): 3 clusters Score: Raw -2781012.200267 + Penalty 1951.169000 = -2779061.031267 nChanged 7 SP:Iteration 37Q (7064.782378 sec): 3 clusters Score: Raw -2781016.828393 + Penalty 1951.169000 = -2779065.659393 nChanged 7 SP:Iteration 38Q (7064.858379 sec): 3 clusters Score: Raw -2781019.897465 + Penalty 1951.169000 = -2779068.728465 nChanged 5 SP:Iteration 39Q (7064.890247 sec): 3 clusters Score: Raw -2781021.287749 + Penalty 1951.169000 = -2779070.118749 nChanged 6 SP:Iteration 40F (7064.934082 sec): 3 clusters Score: Raw -2781023.188256 + Penalty 1951.169000 = -2779072.019256 nChanged 8 SP:Iteration 41Q (7064.997228 sec): 3 clusters Score: Raw -2781025.692634 + Penalty 1951.169000 = -2779074.523634 nChanged 5 SP:Iteration 42Q (7065.067758 sec): 3 clusters Score: Raw -2781027.948676 + Penalty 1951.169000 = -2779076.779676 nChanged 4 SP:Iteration 43Q (7065.139385 sec): 3 clusters Score: Raw -2781029.565398 + Penalty 1951.169000 = -2779078.396398 nChanged 7 SP:Iteration 44Q (7065.204299 sec): 3 clusters Score: Raw -2781032.731823 + Penalty 1951.169000 = -2779081.562823 nChanged 4 SP:Iteration 45Q (7065.282947 sec): 3 clusters Score: Raw -2781036.395441 + Penalty 1951.169000 = -2779085.226441 nChanged 7 SP:Iteration 46Q (7065.357664 sec): 3 clusters Score: Raw -2781038.198700 + Penalty 1951.169000 = -2779087.029700 nChanged 4 SP:Iteration 47Q (7065.432696 sec): 3 clusters Score: Raw -2781039.680473 + Penalty 1951.169000 = -2779088.511473 nChanged 3 SP:Iteration 48Q (7065.508230 sec): 3 clusters Score: Raw -2781041.993215 + Penalty 1951.169000 = -2779090.824215 nChanged 5 SP:Iteration 49Q (7065.564919 sec): 3 clusters Score: Raw -2781044.390037 + Penalty 1951.169000 = -2779093.221037 nChanged 3 SP:Iteration 50Q (7065.635917 sec): 3 clusters Score: Raw -2781045.408100 + Penalty 1951.169000 = -2779094.239100 nChanged 3 SP:Iteration 51Q (7065.706991 sec): 3 clusters Score: Raw -2781046.762565 + Penalty 1951.169000 = -2779095.593565 nChanged 3 SP:Iteration 52Q (7065.780862 sec): 3 clusters Score: Raw -2781048.227817 + Penalty 1951.169000 = -2779097.058817 nChanged 2 SP:Iteration 53Q (7065.844969 sec): 3 clusters Score: Raw -2781048.684762 + Penalty 1951.169000 = -2779097.515762 nChanged 0 SP:Iteration 54F (7065.913396 sec): 3 clusters Score: Raw -2781048.684762 + Penalty 1951.169000 = -2779097.515762 nChanged 0 Trying to split cluster 20 (21754 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7065.956528 sec): 2 clusters Score: Raw -1857198.709881 + Penalty 948.817528 = -1856249.892353 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7065.997766 sec): 3 clusters Score: Raw -1843672.695160 + Penalty 1897.635056 = -1841775.060104 nChanged 10072 SP:Iteration 1F (7066.043360 sec): 3 clusters Score: Raw -1849693.758153 + Penalty 1897.635056 = -1847796.123097 nChanged 1222 SP:Iteration 2F (7066.082861 sec): 3 clusters Score: Raw -1850360.848421 + Penalty 1897.635056 = -1848463.213365 nChanged 1399 SP:Iteration 3F (7066.122356 sec): 3 clusters Score: Raw -1851289.208174 + Penalty 1897.635056 = -1849391.573118 nChanged 1630 SP:Iteration 4F (7066.161998 sec): 3 clusters Score: Raw -1852537.964298 + Penalty 1897.635056 = -1850640.329242 nChanged 1619 SP:Iteration 5F (7066.201492 sec): 3 clusters Score: Raw -1853788.578476 + Penalty 1897.635056 = -1851890.943420 nChanged 1448 SP:Iteration 6F (7066.241207 sec): 3 clusters Score: Raw -1854793.924205 + Penalty 1897.635056 = -1852896.289149 nChanged 1141 SP:Iteration 7F (7066.280759 sec): 3 clusters Score: Raw -1855455.156900 + Penalty 1897.635056 = -1853557.521844 nChanged 792 SP:Iteration 8Q (7066.319775 sec): 3 clusters Score: Raw -1855831.059797 + Penalty 1897.635056 = -1853933.424741 nChanged 540 SP:Iteration 9Q (7066.358874 sec): 3 clusters Score: Raw -1856076.186930 + Penalty 1897.635056 = -1854178.551874 nChanged 420 SP:Iteration 10Q (7066.438037 sec): 3 clusters Score: Raw -1856283.905723 + Penalty 1897.635056 = -1854386.270666 nChanged 374 SP:Iteration 11Q (7066.521569 sec): 3 clusters Score: Raw -1856524.453206 + Penalty 1897.635056 = -1854626.818150 nChanged 364 SP:Iteration 12Q (7066.603233 sec): 3 clusters Score: Raw -1856781.019925 + Penalty 1897.635056 = -1854883.384869 nChanged 365 SP:Iteration 13Q (7066.672944 sec): 3 clusters Score: Raw -1856988.012916 + Penalty 1897.635056 = -1855090.377859 nChanged 317 SP:Iteration 14Q (7066.734787 sec): 3 clusters Score: Raw -1857128.553498 + Penalty 1897.635056 = -1855230.918442 nChanged 268 SP:Iteration 15Q (7066.797857 sec): 3 clusters Score: Raw -1857227.877939 + Penalty 1897.635056 = -1855330.242882 nChanged 237 SP:Iteration 16Q (7066.861769 sec): 3 clusters Score: Raw -1857297.438578 + Penalty 1897.635056 = -1855399.803522 nChanged 204 SP:Iteration 17Q (7066.924838 sec): 3 clusters Score: Raw -1857352.897422 + Penalty 1897.635056 = -1855455.262366 nChanged 184 SP:Iteration 18Q (7066.988265 sec): 3 clusters Score: Raw -1857399.801411 + Penalty 1897.635056 = -1855502.166355 nChanged 171 SP:Iteration 19Q (7067.052471 sec): 3 clusters Score: Raw -1857437.020407 + Penalty 1897.635056 = -1855539.385351 nChanged 153 SP:Iteration 20F (7067.117276 sec): 3 clusters Score: Raw -1857467.736208 + Penalty 1897.635056 = -1855570.101152 nChanged 134 SP:Iteration 21Q (7067.180580 sec): 3 clusters Score: Raw -1857493.932132 + Penalty 1897.635056 = -1855596.297075 nChanged 148 SP:Iteration 22Q (7067.238153 sec): 3 clusters Score: Raw -1857525.297970 + Penalty 1897.635056 = -1855627.662914 nChanged 142 SP:Iteration 23Q (7067.296937 sec): 3 clusters Score: Raw -1857555.612248 + Penalty 1897.635056 = -1855657.977192 nChanged 138 SP:Iteration 24Q (7067.360573 sec): 3 clusters Score: Raw -1857587.013879 + Penalty 1897.635056 = -1855689.378823 nChanged 137 SP:Iteration 25Q (7067.424720 sec): 3 clusters Score: Raw -1857613.583404 + Penalty 1897.635056 = -1855715.948348 nChanged 117 SP:Iteration 26Q (7067.489043 sec): 3 clusters Score: Raw -1857636.278047 + Penalty 1897.635056 = -1855738.642991 nChanged 103 SP:Iteration 27Q (7067.553971 sec): 3 clusters Score: Raw -1857655.476395 + Penalty 1897.635056 = -1855757.841339 nChanged 79 SP:Iteration 28Q (7067.616729 sec): 3 clusters Score: Raw -1857669.797410 + Penalty 1897.635056 = -1855772.162353 nChanged 75 SP:Iteration 29Q (7067.680178 sec): 3 clusters Score: Raw -1857681.165417 + Penalty 1897.635056 = -1855783.530361 nChanged 72 SP:Iteration 30Q (7067.743554 sec): 3 clusters Score: Raw -1857690.513447 + Penalty 1897.635056 = -1855792.878391 nChanged 65 SP:Iteration 31Q (7067.806634 sec): 3 clusters Score: Raw -1857699.354885 + Penalty 1897.635056 = -1855801.719829 nChanged 64 SP:Iteration 32Q (7067.870930 sec): 3 clusters Score: Raw -1857707.811731 + Penalty 1897.635056 = -1855810.176675 nChanged 66 SP:Iteration 33Q (7067.933827 sec): 3 clusters Score: Raw -1857717.052712 + Penalty 1897.635056 = -1855819.417656 nChanged 59 SP:Iteration 34Q (7067.996699 sec): 3 clusters Score: Raw -1857724.981878 + Penalty 1897.635056 = -1855827.346822 nChanged 67 SP:Iteration 35Q (7068.062629 sec): 3 clusters Score: Raw -1857735.554899 + Penalty 1897.635056 = -1855837.919843 nChanged 82 SP:Iteration 36Q (7068.136343 sec): 3 clusters Score: Raw -1857749.105788 + Penalty 1897.635056 = -1855851.470732 nChanged 73 SP:Iteration 37Q (7068.206947 sec): 3 clusters Score: Raw -1857759.452514 + Penalty 1897.635056 = -1855861.817458 nChanged 54 SP:Iteration 38Q (7068.280310 sec): 3 clusters Score: Raw -1857767.601624 + Penalty 1897.635056 = -1855869.966568 nChanged 56 SP:Iteration 39Q (7068.344850 sec): 3 clusters Score: Raw -1857774.918567 + Penalty 1897.635056 = -1855877.283511 nChanged 51 SP:Iteration 40F (7068.409928 sec): 3 clusters Score: Raw -1857781.827489 + Penalty 1897.635056 = -1855884.192433 nChanged 41 SP:Iteration 41Q (7068.480885 sec): 3 clusters Score: Raw -1857787.224453 + Penalty 1897.635056 = -1855889.589397 nChanged 44 SP:Iteration 42Q (7068.544921 sec): 3 clusters Score: Raw -1857792.326169 + Penalty 1897.635056 = -1855894.691113 nChanged 34 SP:Iteration 43Q (7068.621734 sec): 3 clusters Score: Raw -1857796.055297 + Penalty 1897.635056 = -1855898.420241 nChanged 32 SP:Iteration 44Q (7068.678651 sec): 3 clusters Score: Raw -1857798.920425 + Penalty 1897.635056 = -1855901.285369 nChanged 25 SP:Iteration 45Q (7068.747312 sec): 3 clusters Score: Raw -1857800.808744 + Penalty 1897.635056 = -1855903.173688 nChanged 23 SP:Iteration 46Q (7068.815967 sec): 3 clusters Score: Raw -1857803.102792 + Penalty 1897.635056 = -1855905.467736 nChanged 31 SP:Iteration 47Q (7068.892254 sec): 3 clusters Score: Raw -1857806.447332 + Penalty 1897.635056 = -1855908.812276 nChanged 27 SP:Iteration 48Q (7068.955977 sec): 3 clusters Score: Raw -1857809.084811 + Penalty 1897.635056 = -1855911.449754 nChanged 24 SP:Iteration 49Q (7069.033153 sec): 3 clusters Score: Raw -1857811.063264 + Penalty 1897.635056 = -1855913.428208 nChanged 15 SP:Iteration 50Q (7069.107722 sec): 3 clusters Score: Raw -1857812.385390 + Penalty 1897.635056 = -1855914.750334 nChanged 17 SP:Iteration 51Q (7069.175117 sec): 3 clusters Score: Raw -1857814.271143 + Penalty 1897.635056 = -1855916.636087 nChanged 17 SP:Iteration 52Q (7069.248933 sec): 3 clusters Score: Raw -1857815.910190 + Penalty 1897.635056 = -1855918.275134 nChanged 21 SP:Iteration 53Q (7069.329658 sec): 3 clusters Score: Raw -1857818.507346 + Penalty 1897.635056 = -1855920.872290 nChanged 25 SP:Iteration 54Q (7069.395460 sec): 3 clusters Score: Raw -1857821.401611 + Penalty 1897.635056 = -1855923.766555 nChanged 18 SP:Iteration 55Q (7069.477440 sec): 3 clusters Score: Raw -1857823.092960 + Penalty 1897.635056 = -1855925.457904 nChanged 18 SP:Iteration 56Q (7069.542611 sec): 3 clusters Score: Raw -1857824.706467 + Penalty 1897.635056 = -1855927.071411 nChanged 24 SP:Iteration 57Q (7069.617672 sec): 3 clusters Score: Raw -1857827.426300 + Penalty 1897.635056 = -1855929.791244 nChanged 27 SP:Iteration 58Q (7069.689192 sec): 3 clusters Score: Raw -1857830.255127 + Penalty 1897.635056 = -1855932.620070 nChanged 20 SP:Iteration 59Q (7069.760231 sec): 3 clusters Score: Raw -1857831.783519 + Penalty 1897.635056 = -1855934.148463 nChanged 19 SP:Iteration 60F (7069.828791 sec): 3 clusters Score: Raw -1857833.141921 + Penalty 1897.635056 = -1855935.506865 nChanged 18 SP:Iteration 61Q (7069.890914 sec): 3 clusters Score: Raw -1857834.626213 + Penalty 1897.635056 = -1855936.991157 nChanged 17 SP:Iteration 62Q (7069.960524 sec): 3 clusters Score: Raw -1857836.647628 + Penalty 1897.635056 = -1855939.012572 nChanged 18 SP:Iteration 63Q (7070.034282 sec): 3 clusters Score: Raw -1857837.917359 + Penalty 1897.635056 = -1855940.282303 nChanged 12 SP:Iteration 64Q (7070.110057 sec): 3 clusters Score: Raw -1857838.839098 + Penalty 1897.635056 = -1855941.204042 nChanged 6 SP:Iteration 65Q (7070.180733 sec): 3 clusters Score: Raw -1857839.278504 + Penalty 1897.635056 = -1855941.643448 nChanged 7 SP:Iteration 66Q (7070.254537 sec): 3 clusters Score: Raw -1857839.674373 + Penalty 1897.635056 = -1855942.039317 nChanged 4 SP:Iteration 67Q (7070.326515 sec): 3 clusters Score: Raw -1857840.053203 + Penalty 1897.635056 = -1855942.418147 nChanged 9 SP:Iteration 68Q (7070.400275 sec): 3 clusters Score: Raw -1857841.141725 + Penalty 1897.635056 = -1855943.506669 nChanged 13 SP:Iteration 69Q (7070.473900 sec): 3 clusters Score: Raw -1857842.216428 + Penalty 1897.635056 = -1855944.581371 nChanged 15 SP:Iteration 70Q (7070.546411 sec): 3 clusters Score: Raw -1857843.218677 + Penalty 1897.635056 = -1855945.583621 nChanged 11 SP:Iteration 71Q (7070.613281 sec): 3 clusters Score: Raw -1857844.084676 + Penalty 1897.635056 = -1855946.449620 nChanged 10 SP:Iteration 72Q (7070.680817 sec): 3 clusters Score: Raw -1857844.802130 + Penalty 1897.635056 = -1855947.167074 nChanged 4 SP:Iteration 73Q (7070.753635 sec): 3 clusters Score: Raw -1857845.127415 + Penalty 1897.635056 = -1855947.492359 nChanged 3 SP:Iteration 74Q (7070.816224 sec): 3 clusters Score: Raw -1857845.325818 + Penalty 1897.635056 = -1855947.690762 nChanged 0 SP:Iteration 75F (7070.895289 sec): 3 clusters Score: Raw -1857845.325818 + Penalty 1897.635056 = -1855947.690762 nChanged 0 Trying to split cluster 21 (30836 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7070.957260 sec): 2 clusters Score: Raw -2969521.568836 + Penalty 981.961621 = -2968539.607215 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7071.030518 sec): 3 clusters Score: Raw -2949888.656924 + Penalty 1963.923242 = -2947924.733681 nChanged 14574 SP:Iteration 1F (7071.120328 sec): 3 clusters Score: Raw -2958462.649953 + Penalty 1963.923242 = -2956498.726710 nChanged 1449 SP:Iteration 2Q (7071.214305 sec): 3 clusters Score: Raw -2959001.214016 + Penalty 1963.923242 = -2957037.290773 nChanged 1575 SP:Iteration 3F (7071.287265 sec): 3 clusters Score: Raw -2959705.111403 + Penalty 1963.923242 = -2957741.188160 nChanged 1713 SP:Iteration 4F (7071.372373 sec): 3 clusters Score: Raw -2960692.827334 + Penalty 1963.923242 = -2958728.904092 nChanged 1918 SP:Iteration 5F (7071.470831 sec): 3 clusters Score: Raw -2962068.528864 + Penalty 1963.923242 = -2960104.605622 nChanged 2069 SP:Iteration 6F (7071.559734 sec): 3 clusters Score: Raw -2963814.010241 + Penalty 1963.923242 = -2961850.086999 nChanged 2060 SP:Iteration 7F (7071.646533 sec): 3 clusters Score: Raw -2965367.013022 + Penalty 1963.923242 = -2963403.089780 nChanged 1563 SP:Iteration 8F (7071.732827 sec): 3 clusters Score: Raw -2966191.831771 + Penalty 1963.923242 = -2964227.908529 nChanged 977 SP:Iteration 9Q (7071.823584 sec): 3 clusters Score: Raw -2966545.716388 + Penalty 1963.923242 = -2964581.793145 nChanged 637 SP:Iteration 10Q (7071.902816 sec): 3 clusters Score: Raw -2966750.148682 + Penalty 1963.923242 = -2964786.225439 nChanged 530 SP:Iteration 11Q (7071.986455 sec): 3 clusters Score: Raw -2966933.830991 + Penalty 1963.923242 = -2964969.907748 nChanged 527 SP:Iteration 12Q (7072.078990 sec): 3 clusters Score: Raw -2967118.713117 + Penalty 1963.923242 = -2965154.789875 nChanged 487 SP:Iteration 13Q (7072.156016 sec): 3 clusters Score: Raw -2967312.206851 + Penalty 1963.923242 = -2965348.283609 nChanged 547 SP:Iteration 14Q (7072.230931 sec): 3 clusters Score: Raw -2967548.857058 + Penalty 1963.923242 = -2965584.933815 nChanged 555 SP:Iteration 15Q (7072.309854 sec): 3 clusters Score: Raw -2967805.486034 + Penalty 1963.923242 = -2965841.562791 nChanged 535 SP:Iteration 16Q (7072.386112 sec): 3 clusters Score: Raw -2968079.455919 + Penalty 1963.923242 = -2966115.532676 nChanged 543 SP:Iteration 17Q (7072.466791 sec): 3 clusters Score: Raw -2968358.874632 + Penalty 1963.923242 = -2966394.951390 nChanged 507 SP:Iteration 18Q (7072.551748 sec): 3 clusters Score: Raw -2968606.768964 + Penalty 1963.923242 = -2966642.845722 nChanged 472 SP:Iteration 19Q (7072.636753 sec): 3 clusters Score: Raw -2968803.126122 + Penalty 1963.923242 = -2966839.202880 nChanged 387 SP:Iteration 20F (7072.728699 sec): 3 clusters Score: Raw -2968948.960633 + Penalty 1963.923242 = -2966985.037391 nChanged 319 SP:Iteration 21Q (7072.816073 sec): 3 clusters Score: Raw -2969049.074238 + Penalty 1963.923242 = -2967085.150995 nChanged 262 SP:Iteration 22Q (7072.901418 sec): 3 clusters Score: Raw -2969116.857236 + Penalty 1963.923242 = -2967152.933993 nChanged 237 SP:Iteration 23Q (7072.989118 sec): 3 clusters Score: Raw -2969169.093291 + Penalty 1963.923242 = -2967205.170049 nChanged 207 SP:Iteration 24Q (7073.069245 sec): 3 clusters Score: Raw -2969205.987138 + Penalty 1963.923242 = -2967242.063896 nChanged 143 SP:Iteration 25Q (7073.154971 sec): 3 clusters Score: Raw -2969224.107231 + Penalty 1963.923242 = -2967260.183988 nChanged 99 SP:Iteration 26Q (7073.241837 sec): 3 clusters Score: Raw -2969234.815599 + Penalty 1963.923242 = -2967270.892357 nChanged 84 SP:Iteration 27Q (7073.321012 sec): 3 clusters Score: Raw -2969244.012353 + Penalty 1963.923242 = -2967280.089111 nChanged 57 SP:Iteration 28Q (7073.413817 sec): 3 clusters Score: Raw -2969249.154744 + Penalty 1963.923242 = -2967285.231501 nChanged 47 SP:Iteration 29Q (7073.499452 sec): 3 clusters Score: Raw -2969253.306618 + Penalty 1963.923242 = -2967289.383375 nChanged 51 SP:Iteration 30Q (7073.575797 sec): 3 clusters Score: Raw -2969257.354068 + Penalty 1963.923242 = -2967293.430825 nChanged 55 SP:Iteration 31Q (7073.668024 sec): 3 clusters Score: Raw -2969261.426224 + Penalty 1963.923242 = -2967297.502982 nChanged 50 SP:Iteration 32Q (7073.753813 sec): 3 clusters Score: Raw -2969264.941218 + Penalty 1963.923242 = -2967301.017976 nChanged 40 SP:Iteration 33Q (7073.839497 sec): 3 clusters Score: Raw -2969267.496228 + Penalty 1963.923242 = -2967303.572985 nChanged 33 SP:Iteration 34Q (7073.925350 sec): 3 clusters Score: Raw -2969269.424334 + Penalty 1963.923242 = -2967305.501092 nChanged 30 SP:Iteration 35Q (7074.007847 sec): 3 clusters Score: Raw -2969270.602451 + Penalty 1963.923242 = -2967306.679209 nChanged 22 SP:Iteration 36Q (7074.092181 sec): 3 clusters Score: Raw -2969271.406135 + Penalty 1963.923242 = -2967307.482893 nChanged 20 SP:Iteration 37Q (7074.174290 sec): 3 clusters Score: Raw -2969272.258778 + Penalty 1963.923242 = -2967308.335535 nChanged 14 SP:Iteration 38Q (7074.251897 sec): 3 clusters Score: Raw -2969272.888620 + Penalty 1963.923242 = -2967308.965378 nChanged 12 SP:Iteration 39Q (7074.340356 sec): 3 clusters Score: Raw -2969273.272383 + Penalty 1963.923242 = -2967309.349140 nChanged 6 SP:Iteration 40F (7074.425989 sec): 3 clusters Score: Raw -2969273.386775 + Penalty 1963.923242 = -2967309.463533 nChanged 4 SP:Iteration 41Q (7074.511637 sec): 3 clusters Score: Raw -2969273.510933 + Penalty 1963.923242 = -2967309.587691 nChanged 7 SP:Iteration 42Q (7074.596311 sec): 3 clusters Score: Raw -2969273.708845 + Penalty 1963.923242 = -2967309.785602 nChanged 8 SP:Iteration 43Q (7074.684416 sec): 3 clusters Score: Raw -2969273.960023 + Penalty 1963.923242 = -2967310.036780 nChanged 14 SP:Iteration 44Q (7074.770920 sec): 3 clusters Score: Raw -2969274.358206 + Penalty 1963.923242 = -2967310.434963 nChanged 13 SP:Iteration 45Q (7074.857504 sec): 3 clusters Score: Raw -2969274.673631 + Penalty 1963.923242 = -2967310.750389 nChanged 6 SP:Iteration 46Q (7074.940849 sec): 3 clusters Score: Raw -2969274.776643 + Penalty 1963.923242 = -2967310.853401 nChanged 8 SP:Iteration 47Q (7075.031538 sec): 3 clusters Score: Raw -2969274.974433 + Penalty 1963.923242 = -2967311.051191 nChanged 7 SP:Iteration 48Q (7075.117143 sec): 3 clusters Score: Raw -2969275.099138 + Penalty 1963.923242 = -2967311.175895 nChanged 4 SP:Iteration 49Q (7075.200947 sec): 3 clusters Score: Raw -2969275.182355 + Penalty 1963.923242 = -2967311.259112 nChanged 6 SP:Iteration 50Q (7075.285366 sec): 3 clusters Score: Raw -2969275.337975 + Penalty 1963.923242 = -2967311.414732 nChanged 9 SP:Iteration 51Q (7075.366961 sec): 3 clusters Score: Raw -2969275.496033 + Penalty 1963.923242 = -2967311.572790 nChanged 6 SP:Iteration 52Q (7075.454160 sec): 3 clusters Score: Raw -2969275.562797 + Penalty 1963.923242 = -2967311.639554 nChanged 2 SP:Iteration 53Q (7075.529602 sec): 3 clusters Score: Raw -2969275.588195 + Penalty 1963.923242 = -2967311.664953 nChanged 5 SP:Iteration 54Q (7075.606631 sec): 3 clusters Score: Raw -2969275.700734 + Penalty 1963.923242 = -2967311.777492 nChanged 3 SP:Iteration 55Q (7075.694883 sec): 3 clusters Score: Raw -2969275.743143 + Penalty 1963.923242 = -2967311.819900 nChanged 0 SP:Iteration 56F (7075.758579 sec): 3 clusters Score: Raw -2969275.743143 + Penalty 1963.923242 = -2967311.819900 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7075.911473 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7076.112693 sec): 3 clusters Score: Raw -12793297.709091 + Penalty 2243.674617 = -12791054.034474 nChanged 65389 SP:Iteration 1F (7076.316523 sec): 3 clusters Score: Raw -12833106.173827 + Penalty 2243.674617 = -12830862.499210 nChanged 5787 SP:Iteration 2Q (7076.526622 sec): 3 clusters Score: Raw -12835446.479990 + Penalty 2243.674617 = -12833202.805373 nChanged 6683 SP:Iteration 3Q (7076.768398 sec): 3 clusters Score: Raw -12838826.564074 + Penalty 2243.674617 = -12836582.889457 nChanged 7593 SP:Iteration 4F (7076.991248 sec): 3 clusters Score: Raw -12843626.048275 + Penalty 2243.674617 = -12841382.373658 nChanged 8653 SP:Iteration 5F (7077.214593 sec): 3 clusters Score: Raw -12849742.965863 + Penalty 2243.674617 = -12847499.291246 nChanged 8718 SP:Iteration 6F (7077.431217 sec): 3 clusters Score: Raw -12855890.603752 + Penalty 2243.674617 = -12853646.929135 nChanged 7435 SP:Iteration 7F (7077.640139 sec): 3 clusters Score: Raw -12860085.451809 + Penalty 2243.674617 = -12857841.777192 nChanged 5257 SP:Iteration 8Q (7077.870695 sec): 3 clusters Score: Raw -12862009.655690 + Penalty 2243.674617 = -12859765.981073 nChanged 3249 SP:Iteration 9Q (7078.095739 sec): 3 clusters Score: Raw -12862821.138182 + Penalty 2243.674617 = -12860577.463565 nChanged 2310 SP:Iteration 10Q (7078.326515 sec): 3 clusters Score: Raw -12863389.918485 + Penalty 2243.674617 = -12861146.243868 nChanged 2083 SP:Iteration 11Q (7078.546361 sec): 3 clusters Score: Raw -12863939.428318 + Penalty 2243.674617 = -12861695.753701 nChanged 2147 SP:Iteration 12Q (7078.767213 sec): 3 clusters Score: Raw -12864543.519561 + Penalty 2243.674617 = -12862299.844944 nChanged 2272 SP:Iteration 13Q (7078.977725 sec): 3 clusters Score: Raw -12865208.848915 + Penalty 2243.674617 = -12862965.174298 nChanged 2380 SP:Iteration 14Q (7079.188883 sec): 3 clusters Score: Raw -12865971.896500 + Penalty 2243.674617 = -12863728.221883 nChanged 2570 SP:Iteration 15Q (7079.405770 sec): 3 clusters Score: Raw -12866877.078423 + Penalty 2243.674617 = -12864633.403806 nChanged 2675 SP:Iteration 16Q (7079.616586 sec): 3 clusters Score: Raw -12867870.596522 + Penalty 2243.674617 = -12865626.921905 nChanged 2718 SP:Iteration 17Q (7079.838169 sec): 3 clusters Score: Raw -12868961.364608 + Penalty 2243.674617 = -12866717.689991 nChanged 2764 SP:Iteration 18Q (7080.053231 sec): 3 clusters Score: Raw -12870178.745081 + Penalty 2243.674617 = -12867935.070464 nChanged 2813 SP:Iteration 19Q (7080.260915 sec): 3 clusters Score: Raw -12871512.863243 + Penalty 2243.674617 = -12869269.188626 nChanged 2798 SP:Iteration 20F (7080.486498 sec): 3 clusters Score: Raw -12872956.277766 + Penalty 2243.674617 = -12870712.603149 nChanged 2760 SP:Iteration 21Q (7080.695558 sec): 3 clusters Score: Raw -12874486.447673 + Penalty 2243.674617 = -12872242.773055 nChanged 2639 SP:Iteration 22Q (7080.891228 sec): 3 clusters Score: Raw -12876038.530551 + Penalty 2243.674617 = -12873794.855934 nChanged 2403 SP:Iteration 23Q (7081.085262 sec): 3 clusters Score: Raw -12877517.602784 + Penalty 2243.674617 = -12875273.928167 nChanged 2060 SP:Iteration 24Q (7081.279957 sec): 3 clusters Score: Raw -12878810.339634 + Penalty 2243.674617 = -12876566.665017 nChanged 1752 SP:Iteration 25Q (7081.463007 sec): 3 clusters Score: Raw -12879922.488316 + Penalty 2243.674617 = -12877678.813699 nChanged 1373 SP:Iteration 26Q (7081.638249 sec): 3 clusters Score: Raw -12880787.711356 + Penalty 2243.674617 = -12878544.036739 nChanged 1117 SP:Iteration 27Q (7081.822125 sec): 3 clusters Score: Raw -12881500.897900 + Penalty 2243.674617 = -12879257.223283 nChanged 784 SP:Iteration 28Q (7082.000126 sec): 3 clusters Score: Raw -12882012.658814 + Penalty 2243.674617 = -12879768.984197 nChanged 555 SP:Iteration 29Q (7082.177215 sec): 3 clusters Score: Raw -12882366.501698 + Penalty 2243.674617 = -12880122.827081 nChanged 401 SP:Iteration 30Q (7082.359452 sec): 3 clusters Score: Raw -12882605.336438 + Penalty 2243.674617 = -12880361.661821 nChanged 245 SP:Iteration 31Q (7082.535288 sec): 3 clusters Score: Raw -12882728.698640 + Penalty 2243.674617 = -12880485.024023 nChanged 159 SP:Iteration 32Q (7082.713552 sec): 3 clusters Score: Raw -12882798.314165 + Penalty 2243.674617 = -12880554.639548 nChanged 114 SP:Iteration 33Q (7082.869205 sec): 3 clusters Score: Raw -12882848.664564 + Penalty 2243.674617 = -12880604.989947 nChanged 74 SP:Iteration 34Q (7083.053257 sec): 3 clusters Score: Raw -12882880.225532 + Penalty 2243.674617 = -12880636.550915 nChanged 66 SP:Iteration 35Q (7083.232335 sec): 3 clusters Score: Raw -12882908.503353 + Penalty 2243.674617 = -12880664.828736 nChanged 46 SP:Iteration 36Q (7083.407628 sec): 3 clusters Score: Raw -12882927.467254 + Penalty 2243.674617 = -12880683.792637 nChanged 38 SP:Iteration 37Q (7083.581555 sec): 3 clusters Score: Raw -12882944.449236 + Penalty 2243.674617 = -12880700.774619 nChanged 27 SP:Iteration 38Q (7083.780140 sec): 3 clusters Score: Raw -12882955.131564 + Penalty 2243.674617 = -12880711.456947 nChanged 18 SP:Iteration 39Q (7083.948410 sec): 3 clusters Score: Raw -12882964.927790 + Penalty 2243.674617 = -12880721.253173 nChanged 18 SP:Iteration 40F (7084.153618 sec): 3 clusters Score: Raw -12882972.423019 + Penalty 2243.674617 = -12880728.748402 nChanged 22 SP:Iteration 41Q (7084.326698 sec): 3 clusters Score: Raw -12882985.137529 + Penalty 2243.674617 = -12880741.462912 nChanged 19 SP:Iteration 42Q (7084.531464 sec): 3 clusters Score: Raw -12882993.347107 + Penalty 2243.674617 = -12880749.672490 nChanged 12 SP:Iteration 43Q (7084.698053 sec): 3 clusters Score: Raw -12882998.657022 + Penalty 2243.674617 = -12880754.982405 nChanged 18 SP:Iteration 44Q (7084.872598 sec): 3 clusters Score: Raw -12883005.374187 + Penalty 2243.674617 = -12880761.699570 nChanged 9 SP:Iteration 45Q (7085.046859 sec): 3 clusters Score: Raw -12883009.137280 + Penalty 2243.674617 = -12880765.462663 nChanged 9 SP:Iteration 46Q (7085.222515 sec): 3 clusters Score: Raw -12883011.534437 + Penalty 2243.674617 = -12880767.859820 nChanged 5 SP:Iteration 47Q (7085.396355 sec): 3 clusters Score: Raw -12883013.660812 + Penalty 2243.674617 = -12880769.986195 nChanged 3 SP:Iteration 48Q (7085.562196 sec): 3 clusters Score: Raw -12883014.160713 + Penalty 2243.674617 = -12880770.486096 nChanged 1 SP:Iteration 49Q (7085.758460 sec): 3 clusters Score: Raw -12883014.659405 + Penalty 2243.674617 = -12880770.984788 nChanged 1 SP:Iteration 50Q (7085.920366 sec): 3 clusters Score: Raw -12883014.938478 + Penalty 2243.674617 = -12880771.263861 nChanged 3 SP:Iteration 51Q (7086.094851 sec): 3 clusters Score: Raw -12883015.769921 + Penalty 2243.674617 = -12880772.095304 nChanged 2 SP:Iteration 52Q (7086.272630 sec): 3 clusters Score: Raw -12883016.189683 + Penalty 2243.674617 = -12880772.515066 nChanged 1 SP:Iteration 53Q (7086.456795 sec): 3 clusters Score: Raw -12883016.280843 + Penalty 2243.674617 = -12880772.606226 nChanged 0 SP:Iteration 54F (7086.660200 sec): 3 clusters Score: Raw -12883016.280843 + Penalty 2243.674617 = -12880772.606226 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7086.683039 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7086.722120 sec): 3 clusters Score: Raw -12887.673614 + Penalty 988.761271 = -11898.912343 nChanged 47 SP:Iteration 1F (7086.771626 sec): 3 clusters Score: Raw -12958.946149 + Penalty 988.761271 = -11970.184879 nChanged 15 SP:Iteration 2F (7086.809595 sec): 3 clusters Score: Raw -12983.272904 + Penalty 988.761271 = -11994.511633 nChanged 11 SP:Iteration 3F (7086.858365 sec): 3 clusters Score: Raw -13031.317882 + Penalty 988.761271 = -12042.556611 nChanged 10 SP:Iteration 4F (7086.917564 sec): 3 clusters Score: Raw -13051.857132 + Penalty 988.761271 = -12063.095862 nChanged 5 SP:Iteration 5Q (7086.960122 sec): 3 clusters Score: Raw -13060.536984 + Penalty 988.761271 = -12071.775713 nChanged 5 SP:Iteration 6Q (7086.996674 sec): 3 clusters Score: Raw -13070.114283 + Penalty 988.761271 = -12081.353012 nChanged 4 SP:Iteration 7Q (7087.042604 sec): 3 clusters Score: Raw -13077.467757 + Penalty 988.761271 = -12088.706486 nChanged 3 SP:Iteration 8Q (7087.085173 sec): 3 clusters Score: Raw -13086.099827 + Penalty 988.761271 = -12097.338556 nChanged 1 SP:Iteration 9Q (7087.121960 sec): 3 clusters Score: Raw -13088.488359 + Penalty 988.761271 = -12099.727089 nChanged 1 SP:Iteration 10Q (7087.123643 sec): 3 clusters Score: Raw -13095.756918 + Penalty 988.761271 = -12106.995647 nChanged 0 SP:Iteration 11F (7087.124962 sec): 3 clusters Score: Raw -13095.756918 + Penalty 988.761271 = -12106.995647 nChanged 0 Trying to split cluster 24 (5179 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7087.167898 sec): 2 clusters Score: Raw -447985.404944 + Penalty 812.474890 = -447172.930054 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7087.212724 sec): 3 clusters Score: Raw -445035.586861 + Penalty 1624.949781 = -443410.637081 nChanged 2278 SP:Iteration 1F (7087.266794 sec): 3 clusters Score: Raw -446351.989604 + Penalty 1624.949781 = -444727.039824 nChanged 353 SP:Iteration 2F (7087.325008 sec): 3 clusters Score: Raw -446525.389291 + Penalty 1624.949781 = -444900.439510 nChanged 270 SP:Iteration 3F (7087.368651 sec): 3 clusters Score: Raw -446640.581614 + Penalty 1624.949781 = -445015.631834 nChanged 203 SP:Iteration 4Q (7087.421846 sec): 3 clusters Score: Raw -446733.819865 + Penalty 1624.949781 = -445108.870085 nChanged 202 SP:Iteration 5Q (7087.475505 sec): 3 clusters Score: Raw -446846.569017 + Penalty 1624.949781 = -445221.619236 nChanged 204 SP:Iteration 6Q (7087.524333 sec): 3 clusters Score: Raw -446979.181692 + Penalty 1624.949781 = -445354.231912 nChanged 214 SP:Iteration 7Q (7087.579771 sec): 3 clusters Score: Raw -447158.313756 + Penalty 1624.949781 = -445533.363975 nChanged 238 SP:Iteration 8Q (7087.634853 sec): 3 clusters Score: Raw -447345.420913 + Penalty 1624.949781 = -445720.471132 nChanged 216 SP:Iteration 9Q (7087.689566 sec): 3 clusters Score: Raw -447501.260314 + Penalty 1624.949781 = -445876.310534 nChanged 190 SP:Iteration 10Q (7087.743231 sec): 3 clusters Score: Raw -447625.851853 + Penalty 1624.949781 = -446000.902072 nChanged 149 SP:Iteration 11Q (7087.796600 sec): 3 clusters Score: Raw -447709.551502 + Penalty 1624.949781 = -446084.601722 nChanged 123 SP:Iteration 12Q (7087.841608 sec): 3 clusters Score: Raw -447773.746378 + Penalty 1624.949781 = -446148.796598 nChanged 138 SP:Iteration 13Q (7087.895601 sec): 3 clusters Score: Raw -447837.220854 + Penalty 1624.949781 = -446212.271074 nChanged 92 SP:Iteration 14Q (7087.951047 sec): 3 clusters Score: Raw -447868.017185 + Penalty 1624.949781 = -446243.067404 nChanged 74 SP:Iteration 15Q (7088.005758 sec): 3 clusters Score: Raw -447891.979728 + Penalty 1624.949781 = -446267.029947 nChanged 59 SP:Iteration 16Q (7088.071067 sec): 3 clusters Score: Raw -447914.581798 + Penalty 1624.949781 = -446289.632018 nChanged 54 SP:Iteration 17Q (7088.110955 sec): 3 clusters Score: Raw -447934.426526 + Penalty 1624.949781 = -446309.476746 nChanged 50 SP:Iteration 18Q (7088.152195 sec): 3 clusters Score: Raw -447952.196702 + Penalty 1624.949781 = -446327.246922 nChanged 46 SP:Iteration 19Q (7088.205424 sec): 3 clusters Score: Raw -447967.452653 + Penalty 1624.949781 = -446342.502873 nChanged 35 SP:Iteration 20F (7088.257597 sec): 3 clusters Score: Raw -447977.318479 + Penalty 1624.949781 = -446352.368698 nChanged 31 SP:Iteration 21Q (7088.319939 sec): 3 clusters Score: Raw -447986.003912 + Penalty 1624.949781 = -446361.054131 nChanged 21 SP:Iteration 22Q (7088.371273 sec): 3 clusters Score: Raw -447989.725047 + Penalty 1624.949781 = -446364.775267 nChanged 17 SP:Iteration 23Q (7088.413472 sec): 3 clusters Score: Raw -447993.044510 + Penalty 1624.949781 = -446368.094729 nChanged 13 SP:Iteration 24Q (7088.459113 sec): 3 clusters Score: Raw -447997.940670 + Penalty 1624.949781 = -446372.990890 nChanged 15 SP:Iteration 25Q (7088.504813 sec): 3 clusters Score: Raw -448002.581135 + Penalty 1624.949781 = -446377.631354 nChanged 21 SP:Iteration 26Q (7088.552150 sec): 3 clusters Score: Raw -448008.546791 + Penalty 1624.949781 = -446383.597010 nChanged 13 SP:Iteration 27Q (7088.598526 sec): 3 clusters Score: Raw -448011.873384 + Penalty 1624.949781 = -446386.923603 nChanged 16 SP:Iteration 28Q (7088.643118 sec): 3 clusters Score: Raw -448015.824678 + Penalty 1624.949781 = -446390.874897 nChanged 12 SP:Iteration 29Q (7088.688642 sec): 3 clusters Score: Raw -448017.859170 + Penalty 1624.949781 = -446392.909390 nChanged 10 SP:Iteration 30Q (7088.733713 sec): 3 clusters Score: Raw -448019.389602 + Penalty 1624.949781 = -446394.439821 nChanged 7 SP:Iteration 31Q (7088.778809 sec): 3 clusters Score: Raw -448020.889448 + Penalty 1624.949781 = -446395.939667 nChanged 5 SP:Iteration 32Q (7088.824022 sec): 3 clusters Score: Raw -448021.735836 + Penalty 1624.949781 = -446396.786055 nChanged 7 SP:Iteration 33Q (7088.865260 sec): 3 clusters Score: Raw -448022.832519 + Penalty 1624.949781 = -446397.882738 nChanged 10 SP:Iteration 34Q (7088.910268 sec): 3 clusters Score: Raw -448024.389980 + Penalty 1624.949781 = -446399.440199 nChanged 6 SP:Iteration 35Q (7088.959070 sec): 3 clusters Score: Raw -448025.683740 + Penalty 1624.949781 = -446400.733959 nChanged 7 SP:Iteration 36Q (7089.011950 sec): 3 clusters Score: Raw -448027.381186 + Penalty 1624.949781 = -446402.431406 nChanged 9 SP:Iteration 37Q (7089.065223 sec): 3 clusters Score: Raw -448030.445548 + Penalty 1624.949781 = -446405.495768 nChanged 10 SP:Iteration 38Q (7089.119721 sec): 3 clusters Score: Raw -448032.411393 + Penalty 1624.949781 = -446407.461612 nChanged 4 SP:Iteration 39Q (7089.172815 sec): 3 clusters Score: Raw -448033.652133 + Penalty 1624.949781 = -446408.702352 nChanged 7 SP:Iteration 40F (7089.228965 sec): 3 clusters Score: Raw -448035.160024 + Penalty 1624.949781 = -446410.210243 nChanged 9 SP:Iteration 41Q (7089.281929 sec): 3 clusters Score: Raw -448036.329575 + Penalty 1624.949781 = -446411.379795 nChanged 7 SP:Iteration 42Q (7089.335721 sec): 3 clusters Score: Raw -448038.880690 + Penalty 1624.949781 = -446413.930910 nChanged 11 SP:Iteration 43Q (7089.389124 sec): 3 clusters Score: Raw -448043.733285 + Penalty 1624.949781 = -446418.783504 nChanged 14 SP:Iteration 44Q (7089.442695 sec): 3 clusters Score: Raw -448047.594161 + Penalty 1624.949781 = -446422.644380 nChanged 14 SP:Iteration 45Q (7089.497192 sec): 3 clusters Score: Raw -448051.489186 + Penalty 1624.949781 = -446426.539405 nChanged 9 SP:Iteration 46Q (7089.554288 sec): 3 clusters Score: Raw -448053.151957 + Penalty 1624.949781 = -446428.202177 nChanged 9 SP:Iteration 47Q (7089.606295 sec): 3 clusters Score: Raw -448054.823063 + Penalty 1624.949781 = -446429.873282 nChanged 6 SP:Iteration 48Q (7089.648493 sec): 3 clusters Score: Raw -448056.068839 + Penalty 1624.949781 = -446431.119059 nChanged 11 SP:Iteration 49Q (7089.701632 sec): 3 clusters Score: Raw -448058.645780 + Penalty 1624.949781 = -446433.696000 nChanged 12 SP:Iteration 50Q (7089.760541 sec): 3 clusters Score: Raw -448061.715257 + Penalty 1624.949781 = -446436.765476 nChanged 8 SP:Iteration 51Q (7089.812930 sec): 3 clusters Score: Raw -448064.083225 + Penalty 1624.949781 = -446439.133444 nChanged 8 SP:Iteration 52Q (7089.865715 sec): 3 clusters Score: Raw -448066.137275 + Penalty 1624.949781 = -446441.187495 nChanged 12 SP:Iteration 53Q (7089.918510 sec): 3 clusters Score: Raw -448070.188918 + Penalty 1624.949781 = -446445.239137 nChanged 15 SP:Iteration 54Q (7089.964586 sec): 3 clusters Score: Raw -448073.972793 + Penalty 1624.949781 = -446449.023012 nChanged 12 SP:Iteration 55Q (7090.017232 sec): 3 clusters Score: Raw -448076.692751 + Penalty 1624.949781 = -446451.742970 nChanged 14 SP:Iteration 56Q (7090.069922 sec): 3 clusters Score: Raw -448080.638368 + Penalty 1624.949781 = -446455.688587 nChanged 10 SP:Iteration 57Q (7090.134345 sec): 3 clusters Score: Raw -448083.163721 + Penalty 1624.949781 = -446458.213940 nChanged 8 SP:Iteration 58Q (7090.176604 sec): 3 clusters Score: Raw -448084.912100 + Penalty 1624.949781 = -446459.962319 nChanged 4 SP:Iteration 59Q (7090.242656 sec): 3 clusters Score: Raw -448085.952035 + Penalty 1624.949781 = -446461.002255 nChanged 6 SP:Iteration 60F (7090.278088 sec): 3 clusters Score: Raw -448087.564824 + Penalty 1624.949781 = -446462.615044 nChanged 4 SP:Iteration 61Q (7090.330737 sec): 3 clusters Score: Raw -448088.382109 + Penalty 1624.949781 = -446463.432328 nChanged 3 SP:Iteration 62Q (7090.383204 sec): 3 clusters Score: Raw -448089.148631 + Penalty 1624.949781 = -446464.198851 nChanged 5 SP:Iteration 63Q (7090.435937 sec): 3 clusters Score: Raw -448089.914451 + Penalty 1624.949781 = -446464.964671 nChanged 1 SP:Iteration 64Q (7090.488382 sec): 3 clusters Score: Raw -448090.103330 + Penalty 1624.949781 = -446465.153549 nChanged 0 SP:Iteration 65F (7090.542268 sec): 3 clusters Score: Raw -448090.103330 + Penalty 1624.949781 = -446465.153549 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7090.580074 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7090.648582 sec): 3 clusters Score: Raw -1311774.229828 + Penalty 1810.884973 = -1309963.344854 nChanged 6325 SP:Iteration 1F (7090.710074 sec): 3 clusters Score: Raw -1315515.853066 + Penalty 1810.884973 = -1313704.968092 nChanged 1077 SP:Iteration 2F (7090.773135 sec): 3 clusters Score: Raw -1316177.117555 + Penalty 1810.884973 = -1314366.232582 nChanged 1132 SP:Iteration 3F (7090.840076 sec): 3 clusters Score: Raw -1317038.027994 + Penalty 1810.884973 = -1315227.143021 nChanged 1162 SP:Iteration 4F (7090.904671 sec): 3 clusters Score: Raw -1318063.571268 + Penalty 1810.884973 = -1316252.686295 nChanged 960 SP:Iteration 5F (7090.971752 sec): 3 clusters Score: Raw -1318941.187231 + Penalty 1810.884973 = -1317130.302258 nChanged 687 SP:Iteration 6Q (7091.048759 sec): 3 clusters Score: Raw -1319522.193292 + Penalty 1810.884973 = -1317711.308318 nChanged 410 SP:Iteration 7Q (7091.102630 sec): 3 clusters Score: Raw -1319867.542996 + Penalty 1810.884973 = -1318056.658022 nChanged 233 SP:Iteration 8Q (7091.160626 sec): 3 clusters Score: Raw -1320052.802122 + Penalty 1810.884973 = -1318241.917149 nChanged 145 SP:Iteration 9Q (7091.223418 sec): 3 clusters Score: Raw -1320177.086692 + Penalty 1810.884973 = -1318366.201718 nChanged 76 SP:Iteration 10Q (7091.291202 sec): 3 clusters Score: Raw -1320242.206571 + Penalty 1810.884973 = -1318431.321598 nChanged 36 SP:Iteration 11Q (7091.346996 sec): 3 clusters Score: Raw -1320275.358441 + Penalty 1810.884973 = -1318464.473468 nChanged 20 SP:Iteration 12Q (7091.399023 sec): 3 clusters Score: Raw -1320290.977430 + Penalty 1810.884973 = -1318480.092456 nChanged 16 SP:Iteration 13Q (7091.461011 sec): 3 clusters Score: Raw -1320310.161171 + Penalty 1810.884973 = -1318499.276198 nChanged 15 SP:Iteration 14Q (7091.532932 sec): 3 clusters Score: Raw -1320325.105661 + Penalty 1810.884973 = -1318514.220687 nChanged 10 SP:Iteration 15Q (7091.584117 sec): 3 clusters Score: Raw -1320336.145452 + Penalty 1810.884973 = -1318525.260479 nChanged 9 SP:Iteration 16Q (7091.640985 sec): 3 clusters Score: Raw -1320347.004420 + Penalty 1810.884973 = -1318536.119447 nChanged 10 SP:Iteration 17Q (7091.702659 sec): 3 clusters Score: Raw -1320358.859474 + Penalty 1810.884973 = -1318547.974500 nChanged 7 SP:Iteration 18Q (7091.766405 sec): 3 clusters Score: Raw -1320366.804576 + Penalty 1810.884973 = -1318555.919603 nChanged 2 SP:Iteration 19Q (7091.833055 sec): 3 clusters Score: Raw -1320368.263820 + Penalty 1810.884973 = -1318557.378847 nChanged 1 SP:Iteration 20F (7091.890584 sec): 3 clusters Score: Raw -1320369.661627 + Penalty 1810.884973 = -1318558.776654 nChanged 3 SP:Iteration 21Q (7091.954682 sec): 3 clusters Score: Raw -1320374.276838 + Penalty 1810.884973 = -1318563.391865 nChanged 1 SP:Iteration 22Q (7092.014787 sec): 3 clusters Score: Raw -1320377.135044 + Penalty 1810.884973 = -1318566.250070 nChanged 1 SP:Iteration 23Q (7092.071926 sec): 3 clusters Score: Raw -1320379.120056 + Penalty 1810.884973 = -1318568.235082 nChanged 1 SP:Iteration 24Q (7092.127170 sec): 3 clusters Score: Raw -1320380.850894 + Penalty 1810.884973 = -1318569.965920 nChanged 2 SP:Iteration 25Q (7092.178120 sec): 3 clusters Score: Raw -1320383.119856 + Penalty 1810.884973 = -1318572.234883 nChanged 2 SP:Iteration 26Q (7092.236878 sec): 3 clusters Score: Raw -1320388.671343 + Penalty 1810.884973 = -1318577.786370 nChanged 3 SP:Iteration 27Q (7092.295653 sec): 3 clusters Score: Raw -1320391.025127 + Penalty 1810.884973 = -1318580.140154 nChanged 0 SP:Iteration 28F (7092.351140 sec): 3 clusters Score: Raw -1320391.025127 + Penalty 1810.884973 = -1318580.140154 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7092.379497 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7092.431410 sec): 3 clusters Score: Raw -299891.827339 + Penalty 1540.981175 = -298350.846164 nChanged 1404 SP:Iteration 1F (7092.483115 sec): 3 clusters Score: Raw -300726.499583 + Penalty 1540.981175 = -299185.518407 nChanged 265 SP:Iteration 2F (7092.536231 sec): 3 clusters Score: Raw -300854.368406 + Penalty 1540.981175 = -299313.387231 nChanged 175 SP:Iteration 3F (7092.587889 sec): 3 clusters Score: Raw -300938.149292 + Penalty 1540.981175 = -299397.168117 nChanged 154 SP:Iteration 4Q (7092.639380 sec): 3 clusters Score: Raw -301019.443700 + Penalty 1540.981175 = -299478.462525 nChanged 142 SP:Iteration 5Q (7092.690895 sec): 3 clusters Score: Raw -301105.296642 + Penalty 1540.981175 = -299564.315467 nChanged 143 SP:Iteration 6Q (7092.742216 sec): 3 clusters Score: Raw -301192.346310 + Penalty 1540.981175 = -299651.365135 nChanged 138 SP:Iteration 7Q (7092.793437 sec): 3 clusters Score: Raw -301274.625716 + Penalty 1540.981175 = -299733.644541 nChanged 133 SP:Iteration 8Q (7092.836728 sec): 3 clusters Score: Raw -301377.430379 + Penalty 1540.981175 = -299836.449204 nChanged 131 SP:Iteration 9Q (7092.888057 sec): 3 clusters Score: Raw -301474.342951 + Penalty 1540.981175 = -299933.361776 nChanged 117 SP:Iteration 10Q (7092.939466 sec): 3 clusters Score: Raw -301567.713136 + Penalty 1540.981175 = -300026.731961 nChanged 103 SP:Iteration 11Q (7092.991645 sec): 3 clusters Score: Raw -301648.613075 + Penalty 1540.981175 = -300107.631900 nChanged 85 SP:Iteration 12Q (7093.031780 sec): 3 clusters Score: Raw -301726.061341 + Penalty 1540.981175 = -300185.080165 nChanged 77 SP:Iteration 13Q (7093.091760 sec): 3 clusters Score: Raw -301797.135799 + Penalty 1540.981175 = -300256.154623 nChanged 81 SP:Iteration 14Q (7093.139895 sec): 3 clusters Score: Raw -301839.684866 + Penalty 1540.981175 = -300298.703691 nChanged 51 SP:Iteration 15Q (7093.184276 sec): 3 clusters Score: Raw -301864.327682 + Penalty 1540.981175 = -300323.346507 nChanged 38 SP:Iteration 16Q (7093.234242 sec): 3 clusters Score: Raw -301878.633260 + Penalty 1540.981175 = -300337.652085 nChanged 29 SP:Iteration 17Q (7093.283335 sec): 3 clusters Score: Raw -301890.759796 + Penalty 1540.981175 = -300349.778621 nChanged 29 SP:Iteration 18Q (7093.334510 sec): 3 clusters Score: Raw -301908.096082 + Penalty 1540.981175 = -300367.114907 nChanged 29 SP:Iteration 19Q (7093.387874 sec): 3 clusters Score: Raw -301928.984909 + Penalty 1540.981175 = -300388.003734 nChanged 30 SP:Iteration 20F (7093.441907 sec): 3 clusters Score: Raw -301945.101543 + Penalty 1540.981175 = -300404.120368 nChanged 32 SP:Iteration 21Q (7093.483142 sec): 3 clusters Score: Raw -301964.600758 + Penalty 1540.981175 = -300423.619583 nChanged 24 SP:Iteration 22Q (7093.534365 sec): 3 clusters Score: Raw -301978.003444 + Penalty 1540.981175 = -300437.022269 nChanged 20 SP:Iteration 23Q (7093.578217 sec): 3 clusters Score: Raw -301984.731079 + Penalty 1540.981175 = -300443.749903 nChanged 15 SP:Iteration 24Q (7093.629297 sec): 3 clusters Score: Raw -301989.536195 + Penalty 1540.981175 = -300448.555020 nChanged 12 SP:Iteration 25Q (7093.680448 sec): 3 clusters Score: Raw -301992.350788 + Penalty 1540.981175 = -300451.369613 nChanged 7 SP:Iteration 26Q (7093.731982 sec): 3 clusters Score: Raw -301994.653178 + Penalty 1540.981175 = -300453.672003 nChanged 6 SP:Iteration 27Q (7093.783217 sec): 3 clusters Score: Raw -301995.873304 + Penalty 1540.981175 = -300454.892129 nChanged 2 SP:Iteration 28Q (7093.834672 sec): 3 clusters Score: Raw -301996.219069 + Penalty 1540.981175 = -300455.237893 nChanged 1 SP:Iteration 29Q (7093.886012 sec): 3 clusters Score: Raw -301996.430336 + Penalty 1540.981175 = -300455.449161 nChanged 1 SP:Iteration 30Q (7093.948132 sec): 3 clusters Score: Raw -301996.838318 + Penalty 1540.981175 = -300455.857143 nChanged 1 SP:Iteration 31Q (7093.984402 sec): 3 clusters Score: Raw -301996.894198 + Penalty 1540.981175 = -300455.913023 nChanged 0 SP:Iteration 32F (7094.036060 sec): 3 clusters Score: Raw -301996.894198 + Penalty 1540.981175 = -300455.913023 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7094.065639 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7094.111905 sec): 3 clusters Score: Raw -402288.849367 + Penalty 1592.068802 = -400696.780565 nChanged 1804 SP:Iteration 1F (7094.166622 sec): 3 clusters Score: Raw -403301.703580 + Penalty 1592.068802 = -401709.634778 nChanged 288 SP:Iteration 2F (7094.220056 sec): 3 clusters Score: Raw -403447.014957 + Penalty 1592.068802 = -401854.946155 nChanged 228 SP:Iteration 3F (7094.270837 sec): 3 clusters Score: Raw -403559.689099 + Penalty 1592.068802 = -401967.620297 nChanged 207 SP:Iteration 4Q (7094.325432 sec): 3 clusters Score: Raw -403660.919473 + Penalty 1592.068802 = -402068.850671 nChanged 186 SP:Iteration 5Q (7094.378857 sec): 3 clusters Score: Raw -403754.905938 + Penalty 1592.068802 = -402162.837136 nChanged 185 SP:Iteration 6Q (7094.436911 sec): 3 clusters Score: Raw -403849.092977 + Penalty 1592.068802 = -402257.024175 nChanged 171 SP:Iteration 7Q (7094.476833 sec): 3 clusters Score: Raw -403932.654727 + Penalty 1592.068802 = -402340.585925 nChanged 149 SP:Iteration 8Q (7094.536805 sec): 3 clusters Score: Raw -404008.754417 + Penalty 1592.068802 = -402416.685615 nChanged 138 SP:Iteration 9Q (7094.575781 sec): 3 clusters Score: Raw -404087.945714 + Penalty 1592.068802 = -402495.876912 nChanged 131 SP:Iteration 10Q (7094.623907 sec): 3 clusters Score: Raw -404161.700443 + Penalty 1592.068802 = -402569.631641 nChanged 117 SP:Iteration 11Q (7094.676544 sec): 3 clusters Score: Raw -404220.570205 + Penalty 1592.068802 = -402628.501403 nChanged 93 SP:Iteration 12Q (7094.732176 sec): 3 clusters Score: Raw -404270.109882 + Penalty 1592.068802 = -402678.041080 nChanged 87 SP:Iteration 13Q (7094.784262 sec): 3 clusters Score: Raw -404309.753250 + Penalty 1592.068802 = -402717.684448 nChanged 75 SP:Iteration 14Q (7094.835188 sec): 3 clusters Score: Raw -404338.101043 + Penalty 1592.068802 = -402746.032241 nChanged 59 SP:Iteration 15Q (7094.888098 sec): 3 clusters Score: Raw -404359.658613 + Penalty 1592.068802 = -402767.589811 nChanged 57 SP:Iteration 16Q (7094.942237 sec): 3 clusters Score: Raw -404382.061096 + Penalty 1592.068802 = -402789.992294 nChanged 55 SP:Iteration 17Q (7094.993967 sec): 3 clusters Score: Raw -404405.555112 + Penalty 1592.068802 = -402813.486310 nChanged 53 SP:Iteration 18Q (7095.044181 sec): 3 clusters Score: Raw -404428.033238 + Penalty 1592.068802 = -402835.964436 nChanged 50 SP:Iteration 19Q (7095.093492 sec): 3 clusters Score: Raw -404447.840458 + Penalty 1592.068802 = -402855.771656 nChanged 52 SP:Iteration 20F (7095.146938 sec): 3 clusters Score: Raw -404466.991774 + Penalty 1592.068802 = -402874.922972 nChanged 53 SP:Iteration 21Q (7095.209239 sec): 3 clusters Score: Raw -404488.462341 + Penalty 1592.068802 = -402896.393539 nChanged 47 SP:Iteration 22Q (7095.250987 sec): 3 clusters Score: Raw -404507.293157 + Penalty 1592.068802 = -402915.224355 nChanged 51 SP:Iteration 23Q (7095.305262 sec): 3 clusters Score: Raw -404533.978792 + Penalty 1592.068802 = -402941.909990 nChanged 50 SP:Iteration 24Q (7095.359103 sec): 3 clusters Score: Raw -404561.061408 + Penalty 1592.068802 = -402968.992606 nChanged 51 SP:Iteration 25Q (7095.412892 sec): 3 clusters Score: Raw -404586.958886 + Penalty 1592.068802 = -402994.890084 nChanged 39 SP:Iteration 26Q (7095.460927 sec): 3 clusters Score: Raw -404605.972953 + Penalty 1592.068802 = -403013.904151 nChanged 38 SP:Iteration 27Q (7095.515023 sec): 3 clusters Score: Raw -404627.476384 + Penalty 1592.068802 = -403035.407582 nChanged 46 SP:Iteration 28Q (7095.567814 sec): 3 clusters Score: Raw -404655.539293 + Penalty 1592.068802 = -403063.470491 nChanged 29 SP:Iteration 29Q (7095.610051 sec): 3 clusters Score: Raw -404670.633494 + Penalty 1592.068802 = -403078.564692 nChanged 33 SP:Iteration 30Q (7095.663648 sec): 3 clusters Score: Raw -404689.938205 + Penalty 1592.068802 = -403097.869403 nChanged 25 SP:Iteration 31Q (7095.721313 sec): 3 clusters Score: Raw -404702.700162 + Penalty 1592.068802 = -403110.631360 nChanged 19 SP:Iteration 32Q (7095.772166 sec): 3 clusters Score: Raw -404713.018533 + Penalty 1592.068802 = -403120.949731 nChanged 17 SP:Iteration 33Q (7095.816145 sec): 3 clusters Score: Raw -404725.365363 + Penalty 1592.068802 = -403133.296561 nChanged 17 SP:Iteration 34Q (7095.875214 sec): 3 clusters Score: Raw -404738.847528 + Penalty 1592.068802 = -403146.778726 nChanged 19 SP:Iteration 35Q (7095.912581 sec): 3 clusters Score: Raw -404751.440967 + Penalty 1592.068802 = -403159.372165 nChanged 14 SP:Iteration 36Q (7095.964071 sec): 3 clusters Score: Raw -404759.748504 + Penalty 1592.068802 = -403167.679702 nChanged 15 SP:Iteration 37Q (7096.030987 sec): 3 clusters Score: Raw -404772.285255 + Penalty 1592.068802 = -403180.216453 nChanged 16 SP:Iteration 38Q (7096.073593 sec): 3 clusters Score: Raw -404785.954537 + Penalty 1592.068802 = -403193.885735 nChanged 12 SP:Iteration 39Q (7096.125642 sec): 3 clusters Score: Raw -404794.224882 + Penalty 1592.068802 = -403202.156080 nChanged 11 SP:Iteration 40F (7096.179427 sec): 3 clusters Score: Raw -404800.384078 + Penalty 1592.068802 = -403208.315276 nChanged 5 SP:Iteration 41Q (7096.222623 sec): 3 clusters Score: Raw -404802.114327 + Penalty 1592.068802 = -403210.045525 nChanged 5 SP:Iteration 42Q (7096.274065 sec): 3 clusters Score: Raw -404804.960426 + Penalty 1592.068802 = -403212.891624 nChanged 6 SP:Iteration 43Q (7096.320795 sec): 3 clusters Score: Raw -404808.060054 + Penalty 1592.068802 = -403215.991252 nChanged 4 SP:Iteration 44Q (7096.372265 sec): 3 clusters Score: Raw -404810.233056 + Penalty 1592.068802 = -403218.164254 nChanged 2 SP:Iteration 45Q (7096.435394 sec): 3 clusters Score: Raw -404811.858850 + Penalty 1592.068802 = -403219.790048 nChanged 4 SP:Iteration 46Q (7096.468006 sec): 3 clusters Score: Raw -404816.748024 + Penalty 1592.068802 = -403224.679222 nChanged 6 SP:Iteration 47Q (7096.519405 sec): 3 clusters Score: Raw -404822.576613 + Penalty 1592.068802 = -403230.507811 nChanged 5 SP:Iteration 48Q (7096.571280 sec): 3 clusters Score: Raw -404828.667391 + Penalty 1592.068802 = -403236.598589 nChanged 4 SP:Iteration 49Q (7096.634374 sec): 3 clusters Score: Raw -404831.032548 + Penalty 1592.068802 = -403238.963746 nChanged 3 SP:Iteration 50Q (7096.671471 sec): 3 clusters Score: Raw -404833.400981 + Penalty 1592.068802 = -403241.332179 nChanged 2 SP:Iteration 51Q (7096.713021 sec): 3 clusters Score: Raw -404836.183942 + Penalty 1592.068802 = -403244.115140 nChanged 4 SP:Iteration 52Q (7096.764111 sec): 3 clusters Score: Raw -404840.719589 + Penalty 1592.068802 = -403248.650787 nChanged 4 SP:Iteration 53Q (7096.811028 sec): 3 clusters Score: Raw -404844.486815 + Penalty 1592.068802 = -403252.418013 nChanged 3 SP:Iteration 54Q (7096.862539 sec): 3 clusters Score: Raw -404846.843359 + Penalty 1592.068802 = -403254.774557 nChanged 4 SP:Iteration 55Q (7096.906144 sec): 3 clusters Score: Raw -404849.269622 + Penalty 1592.068802 = -403257.200820 nChanged 0 SP:Iteration 56F (7096.951552 sec): 3 clusters Score: Raw -404849.269622 + Penalty 1592.068802 = -403257.200820 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7096.975690 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7097.013662 sec): 3 clusters Score: Raw -72118.146017 + Penalty 1277.299661 = -70840.846356 nChanged 259 SP:Iteration 1F (7097.060191 sec): 3 clusters Score: Raw -72337.930581 + Penalty 1277.299661 = -71060.630920 nChanged 67 SP:Iteration 2F (7097.106516 sec): 3 clusters Score: Raw -72403.351488 + Penalty 1277.299661 = -71126.051827 nChanged 35 SP:Iteration 3Q (7097.147870 sec): 3 clusters Score: Raw -72428.604874 + Penalty 1277.299661 = -71151.305213 nChanged 18 SP:Iteration 4Q (7097.183404 sec): 3 clusters Score: Raw -72446.141161 + Penalty 1277.299661 = -71168.841500 nChanged 19 SP:Iteration 5Q (7097.225176 sec): 3 clusters Score: Raw -72464.019128 + Penalty 1277.299661 = -71186.719467 nChanged 12 SP:Iteration 6Q (7097.269050 sec): 3 clusters Score: Raw -72474.915938 + Penalty 1277.299661 = -71197.616277 nChanged 11 SP:Iteration 7Q (7097.314442 sec): 3 clusters Score: Raw -72489.008425 + Penalty 1277.299661 = -71211.708764 nChanged 12 SP:Iteration 8Q (7097.363643 sec): 3 clusters Score: Raw -72497.084594 + Penalty 1277.299661 = -71219.784933 nChanged 6 SP:Iteration 9Q (7097.403166 sec): 3 clusters Score: Raw -72501.688261 + Penalty 1277.299661 = -71224.388600 nChanged 9 SP:Iteration 10Q (7097.453165 sec): 3 clusters Score: Raw -72511.188198 + Penalty 1277.299661 = -71233.888537 nChanged 7 SP:Iteration 11Q (7097.498332 sec): 3 clusters Score: Raw -72515.204049 + Penalty 1277.299661 = -71237.904388 nChanged 3 SP:Iteration 12Q (7097.548014 sec): 3 clusters Score: Raw -72517.618955 + Penalty 1277.299661 = -71240.319294 nChanged 3 SP:Iteration 13Q (7097.593103 sec): 3 clusters Score: Raw -72520.934014 + Penalty 1277.299661 = -71243.634353 nChanged 3 SP:Iteration 14Q (7097.639751 sec): 3 clusters Score: Raw -72521.799273 + Penalty 1277.299661 = -71244.499612 nChanged 1 SP:Iteration 15Q (7097.689098 sec): 3 clusters Score: Raw -72523.294932 + Penalty 1277.299661 = -71245.995271 nChanged 1 SP:Iteration 16Q (7097.736397 sec): 3 clusters Score: Raw -72523.434814 + Penalty 1277.299661 = -71246.135153 nChanged 0 SP:Iteration 17F (7097.785700 sec): 3 clusters Score: Raw -72523.434814 + Penalty 1277.299661 = -71246.135153 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7097.831143 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7097.912487 sec): 3 clusters Score: Raw -1882397.948737 + Penalty 1878.385535 = -1880519.563202 nChanged 9115 SP:Iteration 1F (7097.970953 sec): 3 clusters Score: Raw -1888252.913933 + Penalty 1878.385535 = -1886374.528398 nChanged 1145 SP:Iteration 2F (7098.045833 sec): 3 clusters Score: Raw -1888832.677010 + Penalty 1878.385535 = -1886954.291474 nChanged 1078 SP:Iteration 3F (7098.122054 sec): 3 clusters Score: Raw -1889390.495392 + Penalty 1878.385535 = -1887512.109857 nChanged 1041 SP:Iteration 4F (7098.195144 sec): 3 clusters Score: Raw -1889924.249585 + Penalty 1878.385535 = -1888045.864050 nChanged 1044 SP:Iteration 5F (7098.252831 sec): 3 clusters Score: Raw -1890512.746363 + Penalty 1878.385535 = -1888634.360828 nChanged 1105 SP:Iteration 6F (7098.332583 sec): 3 clusters Score: Raw -1891238.041518 + Penalty 1878.385535 = -1889359.655983 nChanged 1142 SP:Iteration 7F (7098.398977 sec): 3 clusters Score: Raw -1892027.921962 + Penalty 1878.385535 = -1890149.536427 nChanged 1035 SP:Iteration 8F (7098.462256 sec): 3 clusters Score: Raw -1892601.390955 + Penalty 1878.385535 = -1890723.005420 nChanged 762 SP:Iteration 9Q (7098.528336 sec): 3 clusters Score: Raw -1892913.619022 + Penalty 1878.385535 = -1891035.233487 nChanged 519 SP:Iteration 10Q (7098.599545 sec): 3 clusters Score: Raw -1893062.097339 + Penalty 1878.385535 = -1891183.711803 nChanged 348 SP:Iteration 11Q (7098.679853 sec): 3 clusters Score: Raw -1893156.059669 + Penalty 1878.385535 = -1891277.674133 nChanged 302 SP:Iteration 12Q (7098.731506 sec): 3 clusters Score: Raw -1893236.575610 + Penalty 1878.385535 = -1891358.190075 nChanged 289 SP:Iteration 13Q (7098.802670 sec): 3 clusters Score: Raw -1893322.562875 + Penalty 1878.385535 = -1891444.177340 nChanged 285 SP:Iteration 14Q (7098.874916 sec): 3 clusters Score: Raw -1893411.406477 + Penalty 1878.385535 = -1891533.020942 nChanged 305 SP:Iteration 15Q (7098.950665 sec): 3 clusters Score: Raw -1893522.636370 + Penalty 1878.385535 = -1891644.250835 nChanged 329 SP:Iteration 16Q (7099.015793 sec): 3 clusters Score: Raw -1893641.374051 + Penalty 1878.385535 = -1891762.988516 nChanged 300 SP:Iteration 17Q (7099.079679 sec): 3 clusters Score: Raw -1893743.912797 + Penalty 1878.385535 = -1891865.527262 nChanged 286 SP:Iteration 18Q (7099.160194 sec): 3 clusters Score: Raw -1893854.509495 + Penalty 1878.385535 = -1891976.123960 nChanged 312 SP:Iteration 19Q (7099.231375 sec): 3 clusters Score: Raw -1893995.359462 + Penalty 1878.385535 = -1892116.973927 nChanged 322 SP:Iteration 20F (7099.296045 sec): 3 clusters Score: Raw -1894116.975939 + Penalty 1878.385535 = -1892238.590403 nChanged 266 SP:Iteration 21Q (7099.376449 sec): 3 clusters Score: Raw -1894200.050006 + Penalty 1878.385535 = -1892321.664471 nChanged 234 SP:Iteration 22Q (7099.444730 sec): 3 clusters Score: Raw -1894276.106107 + Penalty 1878.385535 = -1892397.720571 nChanged 223 SP:Iteration 23Q (7099.512285 sec): 3 clusters Score: Raw -1894348.358660 + Penalty 1878.385535 = -1892469.973125 nChanged 205 SP:Iteration 24Q (7099.585405 sec): 3 clusters Score: Raw -1894400.610383 + Penalty 1878.385535 = -1892522.224848 nChanged 154 SP:Iteration 25Q (7099.658189 sec): 3 clusters Score: Raw -1894430.764563 + Penalty 1878.385535 = -1892552.379028 nChanged 116 SP:Iteration 26Q (7099.720104 sec): 3 clusters Score: Raw -1894450.203645 + Penalty 1878.385535 = -1892571.818110 nChanged 106 SP:Iteration 27Q (7099.793046 sec): 3 clusters Score: Raw -1894467.056451 + Penalty 1878.385535 = -1892588.670916 nChanged 92 SP:Iteration 28Q (7099.866060 sec): 3 clusters Score: Raw -1894481.587529 + Penalty 1878.385535 = -1892603.201994 nChanged 77 SP:Iteration 29Q (7099.939168 sec): 3 clusters Score: Raw -1894491.580809 + Penalty 1878.385535 = -1892613.195274 nChanged 71 SP:Iteration 30Q (7100.008661 sec): 3 clusters Score: Raw -1894499.725870 + Penalty 1878.385535 = -1892621.340335 nChanged 69 SP:Iteration 31Q (7100.084716 sec): 3 clusters Score: Raw -1894507.440396 + Penalty 1878.385535 = -1892629.054861 nChanged 70 SP:Iteration 32Q (7100.149279 sec): 3 clusters Score: Raw -1894515.607216 + Penalty 1878.385535 = -1892637.221681 nChanged 65 SP:Iteration 33Q (7100.223045 sec): 3 clusters Score: Raw -1894522.512813 + Penalty 1878.385535 = -1892644.127278 nChanged 62 SP:Iteration 34Q (7100.304085 sec): 3 clusters Score: Raw -1894528.856345 + Penalty 1878.385535 = -1892650.470810 nChanged 57 SP:Iteration 35Q (7100.343301 sec): 3 clusters Score: Raw -1894535.475211 + Penalty 1878.385535 = -1892657.089676 nChanged 65 SP:Iteration 36Q (7100.418794 sec): 3 clusters Score: Raw -1894543.399370 + Penalty 1878.385535 = -1892665.013835 nChanged 60 SP:Iteration 37Q (7100.486624 sec): 3 clusters Score: Raw -1894550.010804 + Penalty 1878.385535 = -1892671.625269 nChanged 56 SP:Iteration 38Q (7100.556334 sec): 3 clusters Score: Raw -1894555.732629 + Penalty 1878.385535 = -1892677.347094 nChanged 65 SP:Iteration 39Q (7100.625927 sec): 3 clusters Score: Raw -1894563.500075 + Penalty 1878.385535 = -1892685.114540 nChanged 66 SP:Iteration 40F (7100.697863 sec): 3 clusters Score: Raw -1894571.828694 + Penalty 1878.385535 = -1892693.443159 nChanged 66 SP:Iteration 41Q (7100.760902 sec): 3 clusters Score: Raw -1894580.953598 + Penalty 1878.385535 = -1892702.568063 nChanged 76 SP:Iteration 42Q (7100.827513 sec): 3 clusters Score: Raw -1894591.515991 + Penalty 1878.385535 = -1892713.130456 nChanged 74 SP:Iteration 43Q (7100.894354 sec): 3 clusters Score: Raw -1894601.668604 + Penalty 1878.385535 = -1892723.283069 nChanged 73 SP:Iteration 44Q (7100.965565 sec): 3 clusters Score: Raw -1894611.318435 + Penalty 1878.385535 = -1892732.932900 nChanged 73 SP:Iteration 45Q (7101.028482 sec): 3 clusters Score: Raw -1894622.162227 + Penalty 1878.385535 = -1892743.776692 nChanged 78 SP:Iteration 46Q (7101.094770 sec): 3 clusters Score: Raw -1894633.230639 + Penalty 1878.385535 = -1892754.845104 nChanged 69 SP:Iteration 47Q (7101.160493 sec): 3 clusters Score: Raw -1894641.901698 + Penalty 1878.385535 = -1892763.516162 nChanged 71 SP:Iteration 48Q (7101.224287 sec): 3 clusters Score: Raw -1894650.477219 + Penalty 1878.385535 = -1892772.091684 nChanged 60 SP:Iteration 49Q (7101.300046 sec): 3 clusters Score: Raw -1894656.215174 + Penalty 1878.385535 = -1892777.829638 nChanged 52 SP:Iteration 50Q (7101.365678 sec): 3 clusters Score: Raw -1894661.734947 + Penalty 1878.385535 = -1892783.349412 nChanged 53 SP:Iteration 51Q (7101.432984 sec): 3 clusters Score: Raw -1894667.910261 + Penalty 1878.385535 = -1892789.524726 nChanged 60 SP:Iteration 52Q (7101.500263 sec): 3 clusters Score: Raw -1894674.699536 + Penalty 1878.385535 = -1892796.314001 nChanged 64 SP:Iteration 53Q (7101.580501 sec): 3 clusters Score: Raw -1894682.605488 + Penalty 1878.385535 = -1892804.219952 nChanged 56 SP:Iteration 54Q (7101.655123 sec): 3 clusters Score: Raw -1894688.363221 + Penalty 1878.385535 = -1892809.977686 nChanged 52 SP:Iteration 55Q (7101.715441 sec): 3 clusters Score: Raw -1894694.462298 + Penalty 1878.385535 = -1892816.076763 nChanged 64 SP:Iteration 56Q (7101.792980 sec): 3 clusters Score: Raw -1894703.495962 + Penalty 1878.385535 = -1892825.110426 nChanged 66 SP:Iteration 57Q (7101.853550 sec): 3 clusters Score: Raw -1894712.799669 + Penalty 1878.385535 = -1892834.414133 nChanged 73 SP:Iteration 58Q (7101.931162 sec): 3 clusters Score: Raw -1894723.323142 + Penalty 1878.385535 = -1892844.937607 nChanged 67 SP:Iteration 59Q (7101.992248 sec): 3 clusters Score: Raw -1894731.743561 + Penalty 1878.385535 = -1892853.358025 nChanged 60 SP:Iteration 60F (7102.059687 sec): 3 clusters Score: Raw -1894738.260493 + Penalty 1878.385535 = -1892859.874958 nChanged 50 SP:Iteration 61Q (7102.130783 sec): 3 clusters Score: Raw -1894743.460123 + Penalty 1878.385535 = -1892865.074588 nChanged 60 SP:Iteration 62Q (7102.193484 sec): 3 clusters Score: Raw -1894750.645895 + Penalty 1878.385535 = -1892872.260359 nChanged 58 SP:Iteration 63Q (7102.249875 sec): 3 clusters Score: Raw -1894758.024961 + Penalty 1878.385535 = -1892879.639426 nChanged 56 SP:Iteration 64Q (7102.325416 sec): 3 clusters Score: Raw -1894764.698420 + Penalty 1878.385535 = -1892886.312885 nChanged 60 SP:Iteration 65Q (7102.388554 sec): 3 clusters Score: Raw -1894772.530932 + Penalty 1878.385535 = -1892894.145397 nChanged 64 SP:Iteration 66Q (7102.459714 sec): 3 clusters Score: Raw -1894781.852687 + Penalty 1878.385535 = -1892903.467152 nChanged 69 SP:Iteration 67Q (7102.530977 sec): 3 clusters Score: Raw -1894791.961307 + Penalty 1878.385535 = -1892913.575772 nChanged 68 SP:Iteration 68Q (7102.600427 sec): 3 clusters Score: Raw -1894804.066485 + Penalty 1878.385535 = -1892925.680950 nChanged 70 SP:Iteration 69Q (7102.663729 sec): 3 clusters Score: Raw -1894816.619148 + Penalty 1878.385535 = -1892938.233613 nChanged 81 SP:Iteration 70Q (7102.734721 sec): 3 clusters Score: Raw -1894830.577377 + Penalty 1878.385535 = -1892952.191841 nChanged 71 SP:Iteration 71Q (7102.802051 sec): 3 clusters Score: Raw -1894841.459818 + Penalty 1878.385535 = -1892963.074282 nChanged 65 SP:Iteration 72Q (7102.873150 sec): 3 clusters Score: Raw -1894852.516316 + Penalty 1878.385535 = -1892974.130780 nChanged 56 SP:Iteration 73Q (7102.943938 sec): 3 clusters Score: Raw -1894862.485364 + Penalty 1878.385535 = -1892984.099829 nChanged 53 SP:Iteration 74Q (7103.014702 sec): 3 clusters Score: Raw -1894871.958041 + Penalty 1878.385535 = -1892993.572506 nChanged 51 SP:Iteration 75Q (7103.078063 sec): 3 clusters Score: Raw -1894881.470899 + Penalty 1878.385535 = -1893003.085363 nChanged 52 SP:Iteration 76Q (7103.145829 sec): 3 clusters Score: Raw -1894890.787218 + Penalty 1878.385535 = -1893012.401683 nChanged 64 SP:Iteration 77Q (7103.216338 sec): 3 clusters Score: Raw -1894902.790558 + Penalty 1878.385535 = -1893024.405023 nChanged 59 SP:Iteration 78Q (7103.288793 sec): 3 clusters Score: Raw -1894913.857664 + Penalty 1878.385535 = -1893035.472129 nChanged 53 SP:Iteration 79Q (7103.351141 sec): 3 clusters Score: Raw -1894926.226058 + Penalty 1878.385535 = -1893047.840523 nChanged 51 SP:Iteration 80F (7103.422459 sec): 3 clusters Score: Raw -1894936.859010 + Penalty 1878.385535 = -1893058.473475 nChanged 52 SP:Iteration 81Q (7103.497410 sec): 3 clusters Score: Raw -1894946.985784 + Penalty 1878.385535 = -1893068.600249 nChanged 56 SP:Iteration 82Q (7103.563206 sec): 3 clusters Score: Raw -1894958.085515 + Penalty 1878.385535 = -1893079.699980 nChanged 53 SP:Iteration 83Q (7103.626271 sec): 3 clusters Score: Raw -1894966.689427 + Penalty 1878.385535 = -1893088.303891 nChanged 46 SP:Iteration 84Q (7103.703383 sec): 3 clusters Score: Raw -1894972.653491 + Penalty 1878.385535 = -1893094.267956 nChanged 35 SP:Iteration 85Q (7103.771992 sec): 3 clusters Score: Raw -1894977.453394 + Penalty 1878.385535 = -1893099.067859 nChanged 35 SP:Iteration 86Q (7103.839874 sec): 3 clusters Score: Raw -1894982.874431 + Penalty 1878.385535 = -1893104.488896 nChanged 40 SP:Iteration 87Q (7103.910230 sec): 3 clusters Score: Raw -1894989.797739 + Penalty 1878.385535 = -1893111.412204 nChanged 34 SP:Iteration 88Q (7103.980700 sec): 3 clusters Score: Raw -1894995.673366 + Penalty 1878.385535 = -1893117.287831 nChanged 33 SP:Iteration 89Q (7104.050918 sec): 3 clusters Score: Raw -1895000.765949 + Penalty 1878.385535 = -1893122.380414 nChanged 33 SP:Iteration 90Q (7104.120880 sec): 3 clusters Score: Raw -1895006.549858 + Penalty 1878.385535 = -1893128.164322 nChanged 26 SP:Iteration 91Q (7104.191132 sec): 3 clusters Score: Raw -1895010.837296 + Penalty 1878.385535 = -1893132.451761 nChanged 19 SP:Iteration 92Q (7104.262845 sec): 3 clusters Score: Raw -1895012.927029 + Penalty 1878.385535 = -1893134.541494 nChanged 21 SP:Iteration 93Q (7104.332859 sec): 3 clusters Score: Raw -1895015.237844 + Penalty 1878.385535 = -1893136.852309 nChanged 24 SP:Iteration 94Q (7104.405411 sec): 3 clusters Score: Raw -1895018.460894 + Penalty 1878.385535 = -1893140.075359 nChanged 24 SP:Iteration 95Q (7104.464797 sec): 3 clusters Score: Raw -1895021.532595 + Penalty 1878.385535 = -1893143.147060 nChanged 25 SP:Iteration 96Q (7104.534659 sec): 3 clusters Score: Raw -1895025.949003 + Penalty 1878.385535 = -1893147.563468 nChanged 27 SP:Iteration 97Q (7104.599479 sec): 3 clusters Score: Raw -1895030.462792 + Penalty 1878.385535 = -1893152.077257 nChanged 20 SP:Iteration 98Q (7104.657646 sec): 3 clusters Score: Raw -1895032.854701 + Penalty 1878.385535 = -1893154.469166 nChanged 14 SP:Iteration 99Q (7104.730323 sec): 3 clusters Score: Raw -1895034.304399 + Penalty 1878.385535 = -1893155.918864 nChanged 12 SP:Iteration 100F (7104.809433 sec): 3 clusters Score: Raw -1895035.712033 + Penalty 1878.385535 = -1893157.326497 nChanged 8 SP:Iteration 101Q (7104.873518 sec): 3 clusters Score: Raw -1895036.409111 + Penalty 1878.385535 = -1893158.023575 nChanged 7 SP:Iteration 102Q (7104.943779 sec): 3 clusters Score: Raw -1895037.029032 + Penalty 1878.385535 = -1893158.643497 nChanged 5 SP:Iteration 103Q (7105.014225 sec): 3 clusters Score: Raw -1895037.382195 + Penalty 1878.385535 = -1893158.996660 nChanged 4 SP:Iteration 104Q (7105.073010 sec): 3 clusters Score: Raw -1895037.818166 + Penalty 1878.385535 = -1893159.432631 nChanged 5 SP:Iteration 105Q (7105.143150 sec): 3 clusters Score: Raw -1895038.257433 + Penalty 1878.385535 = -1893159.871898 nChanged 4 SP:Iteration 106Q (7105.209111 sec): 3 clusters Score: Raw -1895038.415578 + Penalty 1878.385535 = -1893160.030043 nChanged 6 SP:Iteration 107Q (7105.270321 sec): 3 clusters Score: Raw -1895038.832647 + Penalty 1878.385535 = -1893160.447112 nChanged 6 SP:Iteration 108Q (7105.341191 sec): 3 clusters Score: Raw -1895039.437651 + Penalty 1878.385535 = -1893161.052116 nChanged 7 SP:Iteration 109Q (7105.401747 sec): 3 clusters Score: Raw -1895040.307519 + Penalty 1878.385535 = -1893161.921984 nChanged 7 SP:Iteration 110Q (7105.473317 sec): 3 clusters Score: Raw -1895041.014585 + Penalty 1878.385535 = -1893162.629050 nChanged 5 SP:Iteration 111Q (7105.539823 sec): 3 clusters Score: Raw -1895041.663524 + Penalty 1878.385535 = -1893163.277989 nChanged 9 SP:Iteration 112Q (7105.602150 sec): 3 clusters Score: Raw -1895042.613001 + Penalty 1878.385535 = -1893164.227465 nChanged 8 SP:Iteration 113Q (7105.675059 sec): 3 clusters Score: Raw -1895043.387056 + Penalty 1878.385535 = -1893165.001520 nChanged 11 SP:Iteration 114Q (7105.741486 sec): 3 clusters Score: Raw -1895044.132770 + Penalty 1878.385535 = -1893165.747235 nChanged 4 SP:Iteration 115Q (7105.803603 sec): 3 clusters Score: Raw -1895044.375910 + Penalty 1878.385535 = -1893165.990375 nChanged 3 SP:Iteration 116Q (7105.882070 sec): 3 clusters Score: Raw -1895044.712363 + Penalty 1878.385535 = -1893166.326828 nChanged 5 SP:Iteration 117Q (7105.946600 sec): 3 clusters Score: Raw -1895045.100747 + Penalty 1878.385535 = -1893166.715212 nChanged 5 SP:Iteration 118Q (7105.995577 sec): 3 clusters Score: Raw -1895045.291162 + Penalty 1878.385535 = -1893166.905627 nChanged 3 SP:Iteration 119Q (7106.063839 sec): 3 clusters Score: Raw -1895045.391753 + Penalty 1878.385535 = -1893167.006218 nChanged 0 SP:Iteration 120F (7106.129233 sec): 3 clusters Score: Raw -1895045.391753 + Penalty 1878.385535 = -1893167.006218 nChanged 0 Trying to split cluster 30 (12387 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7106.163252 sec): 2 clusters Score: Raw -1169355.440027 + Penalty 895.318267 = -1168460.121759 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7106.227772 sec): 3 clusters Score: Raw -1161882.857213 + Penalty 1790.636535 = -1160092.220678 nChanged 5632 SP:Iteration 1F (7106.291715 sec): 3 clusters Score: Raw -1165078.161553 + Penalty 1790.636535 = -1163287.525018 nChanged 693 SP:Iteration 2F (7106.355113 sec): 3 clusters Score: Raw -1165351.985244 + Penalty 1790.636535 = -1163561.348709 nChanged 664 SP:Iteration 3F (7106.418569 sec): 3 clusters Score: Raw -1165656.062154 + Penalty 1790.636535 = -1163865.425619 nChanged 693 SP:Iteration 4F (7106.482257 sec): 3 clusters Score: Raw -1165995.594911 + Penalty 1790.636535 = -1164204.958376 nChanged 702 SP:Iteration 5F (7106.546047 sec): 3 clusters Score: Raw -1166367.238886 + Penalty 1790.636535 = -1164576.602351 nChanged 704 SP:Iteration 6F (7106.606629 sec): 3 clusters Score: Raw -1166835.594866 + Penalty 1790.636535 = -1165044.958331 nChanged 744 SP:Iteration 7F (7106.669518 sec): 3 clusters Score: Raw -1167382.764902 + Penalty 1790.636535 = -1165592.128368 nChanged 710 SP:Iteration 8F (7106.722617 sec): 3 clusters Score: Raw -1167953.208816 + Penalty 1790.636535 = -1166162.572281 nChanged 604 SP:Iteration 9Q (7106.781466 sec): 3 clusters Score: Raw -1168461.949010 + Penalty 1790.636535 = -1166671.312475 nChanged 478 SP:Iteration 10Q (7106.851430 sec): 3 clusters Score: Raw -1168857.529203 + Penalty 1790.636535 = -1167066.892668 nChanged 302 SP:Iteration 11Q (7106.909910 sec): 3 clusters Score: Raw -1169108.323858 + Penalty 1790.636535 = -1167317.687323 nChanged 198 SP:Iteration 12Q (7106.968904 sec): 3 clusters Score: Raw -1169268.118923 + Penalty 1790.636535 = -1167477.482389 nChanged 120 SP:Iteration 13Q (7107.040879 sec): 3 clusters Score: Raw -1169366.091462 + Penalty 1790.636535 = -1167575.454928 nChanged 74 SP:Iteration 14Q (7107.089901 sec): 3 clusters Score: Raw -1169409.921435 + Penalty 1790.636535 = -1167619.284901 nChanged 36 SP:Iteration 15Q (7107.150556 sec): 3 clusters Score: Raw -1169434.158673 + Penalty 1790.636535 = -1167643.522139 nChanged 26 SP:Iteration 16Q (7107.211225 sec): 3 clusters Score: Raw -1169455.239857 + Penalty 1790.636535 = -1167664.603323 nChanged 18 SP:Iteration 17Q (7107.271948 sec): 3 clusters Score: Raw -1169472.704072 + Penalty 1790.636535 = -1167682.067538 nChanged 15 SP:Iteration 18Q (7107.330210 sec): 3 clusters Score: Raw -1169484.517837 + Penalty 1790.636535 = -1167693.881302 nChanged 8 SP:Iteration 19Q (7107.391671 sec): 3 clusters Score: Raw -1169489.644042 + Penalty 1790.636535 = -1167699.007507 nChanged 9 SP:Iteration 20F (7107.455333 sec): 3 clusters Score: Raw -1169497.932449 + Penalty 1790.636535 = -1167707.295915 nChanged 12 SP:Iteration 21Q (7107.515948 sec): 3 clusters Score: Raw -1169505.908801 + Penalty 1790.636535 = -1167715.272267 nChanged 6 SP:Iteration 22Q (7107.576463 sec): 3 clusters Score: Raw -1169508.402247 + Penalty 1790.636535 = -1167717.765712 nChanged 2 SP:Iteration 23Q (7107.648670 sec): 3 clusters Score: Raw -1169509.493442 + Penalty 1790.636535 = -1167718.856907 nChanged 0 SP:Iteration 24F (7107.702537 sec): 3 clusters Score: Raw -1169509.493442 + Penalty 1790.636535 = -1167718.856907 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7107.739101 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7107.789093 sec): 3 clusters Score: Raw -845080.625807 + Penalty 1734.431695 = -843346.194112 nChanged 4088 SP:Iteration 1F (7107.858180 sec): 3 clusters Score: Raw -847287.374818 + Penalty 1734.431695 = -845552.943123 nChanged 472 SP:Iteration 2F (7107.902821 sec): 3 clusters Score: Raw -847481.675766 + Penalty 1734.431695 = -845747.244071 nChanged 469 SP:Iteration 3F (7107.961126 sec): 3 clusters Score: Raw -847671.581118 + Penalty 1734.431695 = -845937.149423 nChanged 409 SP:Iteration 4Q (7108.018753 sec): 3 clusters Score: Raw -847838.760197 + Penalty 1734.431695 = -846104.328502 nChanged 409 SP:Iteration 5Q (7108.078441 sec): 3 clusters Score: Raw -848049.676990 + Penalty 1734.431695 = -846315.245295 nChanged 453 SP:Iteration 6Q (7108.142184 sec): 3 clusters Score: Raw -848295.006337 + Penalty 1734.431695 = -846560.574642 nChanged 447 SP:Iteration 7Q (7108.202197 sec): 3 clusters Score: Raw -848554.781238 + Penalty 1734.431695 = -846820.349543 nChanged 437 SP:Iteration 8Q (7108.259655 sec): 3 clusters Score: Raw -848823.500210 + Penalty 1734.431695 = -847089.068514 nChanged 469 SP:Iteration 9F (7108.318118 sec): 3 clusters Score: Raw -849075.198883 + Penalty 1734.431695 = -847340.767187 nChanged 442 SP:Iteration 10Q (7108.367076 sec): 3 clusters Score: Raw -849289.735371 + Penalty 1734.431695 = -847555.303675 nChanged 343 SP:Iteration 11Q (7108.416320 sec): 3 clusters Score: Raw -849434.496947 + Penalty 1734.431695 = -847700.065251 nChanged 265 SP:Iteration 12Q (7108.476100 sec): 3 clusters Score: Raw -849529.818864 + Penalty 1734.431695 = -847795.387169 nChanged 194 SP:Iteration 13Q (7108.535470 sec): 3 clusters Score: Raw -849588.810298 + Penalty 1734.431695 = -847854.378603 nChanged 147 SP:Iteration 14Q (7108.594457 sec): 3 clusters Score: Raw -849632.104701 + Penalty 1734.431695 = -847897.673006 nChanged 123 SP:Iteration 15Q (7108.653093 sec): 3 clusters Score: Raw -849666.930084 + Penalty 1734.431695 = -847932.498389 nChanged 113 SP:Iteration 16Q (7108.711167 sec): 3 clusters Score: Raw -849700.497531 + Penalty 1734.431695 = -847966.065836 nChanged 116 SP:Iteration 17Q (7108.769727 sec): 3 clusters Score: Raw -849737.462645 + Penalty 1734.431695 = -848003.030950 nChanged 95 SP:Iteration 18Q (7108.820138 sec): 3 clusters Score: Raw -849762.625737 + Penalty 1734.431695 = -848028.194042 nChanged 83 SP:Iteration 19Q (7108.871544 sec): 3 clusters Score: Raw -849783.374598 + Penalty 1734.431695 = -848048.942903 nChanged 78 SP:Iteration 20F (7108.930261 sec): 3 clusters Score: Raw -849808.777488 + Penalty 1734.431695 = -848074.345792 nChanged 88 SP:Iteration 21Q (7108.989190 sec): 3 clusters Score: Raw -849839.004655 + Penalty 1734.431695 = -848104.572960 nChanged 90 SP:Iteration 22Q (7109.052903 sec): 3 clusters Score: Raw -849867.911319 + Penalty 1734.431695 = -848133.479623 nChanged 100 SP:Iteration 23Q (7109.103220 sec): 3 clusters Score: Raw -849903.356212 + Penalty 1734.431695 = -848168.924517 nChanged 94 SP:Iteration 24Q (7109.148545 sec): 3 clusters Score: Raw -849930.864474 + Penalty 1734.431695 = -848196.432779 nChanged 85 SP:Iteration 25Q (7109.213583 sec): 3 clusters Score: Raw -849958.239035 + Penalty 1734.431695 = -848223.807340 nChanged 75 SP:Iteration 26Q (7109.258673 sec): 3 clusters Score: Raw -849976.335960 + Penalty 1734.431695 = -848241.904265 nChanged 62 SP:Iteration 27Q (7109.315819 sec): 3 clusters Score: Raw -849987.285334 + Penalty 1734.431695 = -848252.853639 nChanged 45 SP:Iteration 28Q (7109.373699 sec): 3 clusters Score: Raw -849994.613935 + Penalty 1734.431695 = -848260.182240 nChanged 42 SP:Iteration 29Q (7109.437744 sec): 3 clusters Score: Raw -850000.708371 + Penalty 1734.431695 = -848266.276675 nChanged 47 SP:Iteration 30Q (7109.494455 sec): 3 clusters Score: Raw -850007.913570 + Penalty 1734.431695 = -848273.481875 nChanged 37 SP:Iteration 31Q (7109.552528 sec): 3 clusters Score: Raw -850014.455494 + Penalty 1734.431695 = -848280.023799 nChanged 43 SP:Iteration 32Q (7109.610391 sec): 3 clusters Score: Raw -850020.401178 + Penalty 1734.431695 = -848285.969482 nChanged 32 SP:Iteration 33Q (7109.665421 sec): 3 clusters Score: Raw -850024.611926 + Penalty 1734.431695 = -848290.180230 nChanged 28 SP:Iteration 34Q (7109.735604 sec): 3 clusters Score: Raw -850027.846275 + Penalty 1734.431695 = -848293.414580 nChanged 26 SP:Iteration 35Q (7109.776895 sec): 3 clusters Score: Raw -850031.090514 + Penalty 1734.431695 = -848296.658819 nChanged 22 SP:Iteration 36Q (7109.833349 sec): 3 clusters Score: Raw -850035.065570 + Penalty 1734.431695 = -848300.633874 nChanged 26 SP:Iteration 37Q (7109.883702 sec): 3 clusters Score: Raw -850039.702801 + Penalty 1734.431695 = -848305.271106 nChanged 30 SP:Iteration 38Q (7109.941721 sec): 3 clusters Score: Raw -850044.747606 + Penalty 1734.431695 = -848310.315911 nChanged 42 SP:Iteration 39Q (7110.000864 sec): 3 clusters Score: Raw -850052.598383 + Penalty 1734.431695 = -848318.166688 nChanged 44 SP:Iteration 40F (7110.059725 sec): 3 clusters Score: Raw -850060.939569 + Penalty 1734.431695 = -848326.507874 nChanged 45 SP:Iteration 41Q (7110.116144 sec): 3 clusters Score: Raw -850069.205811 + Penalty 1734.431695 = -848334.774115 nChanged 37 SP:Iteration 42Q (7110.185659 sec): 3 clusters Score: Raw -850076.938179 + Penalty 1734.431695 = -848342.506484 nChanged 39 SP:Iteration 43Q (7110.233009 sec): 3 clusters Score: Raw -850086.325903 + Penalty 1734.431695 = -848351.894207 nChanged 41 SP:Iteration 44Q (7110.292334 sec): 3 clusters Score: Raw -850094.571443 + Penalty 1734.431695 = -848360.139748 nChanged 36 SP:Iteration 45Q (7110.354895 sec): 3 clusters Score: Raw -850101.173588 + Penalty 1734.431695 = -848366.741892 nChanged 32 SP:Iteration 46Q (7110.411520 sec): 3 clusters Score: Raw -850108.074327 + Penalty 1734.431695 = -848373.642631 nChanged 46 SP:Iteration 47Q (7110.466914 sec): 3 clusters Score: Raw -850118.018009 + Penalty 1734.431695 = -848383.586314 nChanged 45 SP:Iteration 48Q (7110.515770 sec): 3 clusters Score: Raw -850128.455055 + Penalty 1734.431695 = -848394.023360 nChanged 47 SP:Iteration 49Q (7110.572633 sec): 3 clusters Score: Raw -850139.510330 + Penalty 1734.431695 = -848405.078635 nChanged 59 SP:Iteration 50Q (7110.622519 sec): 3 clusters Score: Raw -850154.190147 + Penalty 1734.431695 = -848419.758451 nChanged 62 SP:Iteration 51Q (7110.679495 sec): 3 clusters Score: Raw -850167.362809 + Penalty 1734.431695 = -848432.931113 nChanged 59 SP:Iteration 52Q (7110.742657 sec): 3 clusters Score: Raw -850179.701511 + Penalty 1734.431695 = -848445.269816 nChanged 52 SP:Iteration 53Q (7110.798931 sec): 3 clusters Score: Raw -850188.500881 + Penalty 1734.431695 = -848454.069185 nChanged 44 SP:Iteration 54Q (7110.857749 sec): 3 clusters Score: Raw -850195.977427 + Penalty 1734.431695 = -848461.545732 nChanged 36 SP:Iteration 55Q (7110.916948 sec): 3 clusters Score: Raw -850202.199582 + Penalty 1734.431695 = -848467.767886 nChanged 31 SP:Iteration 56Q (7110.975753 sec): 3 clusters Score: Raw -850206.896105 + Penalty 1734.431695 = -848472.464410 nChanged 24 SP:Iteration 57Q (7111.031632 sec): 3 clusters Score: Raw -850210.197199 + Penalty 1734.431695 = -848475.765503 nChanged 30 SP:Iteration 58Q (7111.089472 sec): 3 clusters Score: Raw -850214.770473 + Penalty 1734.431695 = -848480.338778 nChanged 27 SP:Iteration 59Q (7111.159489 sec): 3 clusters Score: Raw -850218.089364 + Penalty 1734.431695 = -848483.657669 nChanged 28 SP:Iteration 60F (7111.206456 sec): 3 clusters Score: Raw -850221.662267 + Penalty 1734.431695 = -848487.230572 nChanged 25 SP:Iteration 61Q (7111.264950 sec): 3 clusters Score: Raw -850224.964872 + Penalty 1734.431695 = -848490.533176 nChanged 30 SP:Iteration 62Q (7111.322691 sec): 3 clusters Score: Raw -850229.360781 + Penalty 1734.431695 = -848494.929086 nChanged 23 SP:Iteration 63Q (7111.380787 sec): 3 clusters Score: Raw -850232.753781 + Penalty 1734.431695 = -848498.322085 nChanged 26 SP:Iteration 64Q (7111.438268 sec): 3 clusters Score: Raw -850237.689864 + Penalty 1734.431695 = -848503.258169 nChanged 34 SP:Iteration 65Q (7111.488806 sec): 3 clusters Score: Raw -850245.204175 + Penalty 1734.431695 = -848510.772480 nChanged 39 SP:Iteration 66Q (7111.548820 sec): 3 clusters Score: Raw -850252.801470 + Penalty 1734.431695 = -848518.369774 nChanged 38 SP:Iteration 67Q (7111.606729 sec): 3 clusters Score: Raw -850260.648618 + Penalty 1734.431695 = -848526.216922 nChanged 35 SP:Iteration 68Q (7111.660265 sec): 3 clusters Score: Raw -850266.909299 + Penalty 1734.431695 = -848532.477604 nChanged 36 SP:Iteration 69Q (7111.722593 sec): 3 clusters Score: Raw -850272.301750 + Penalty 1734.431695 = -848537.870054 nChanged 33 SP:Iteration 70Q (7111.783609 sec): 3 clusters Score: Raw -850277.919568 + Penalty 1734.431695 = -848543.487873 nChanged 40 SP:Iteration 71Q (7111.832991 sec): 3 clusters Score: Raw -850283.967710 + Penalty 1734.431695 = -848549.536015 nChanged 35 SP:Iteration 72Q (7111.891092 sec): 3 clusters Score: Raw -850288.715155 + Penalty 1734.431695 = -848554.283459 nChanged 35 SP:Iteration 73Q (7111.954446 sec): 3 clusters Score: Raw -850294.517589 + Penalty 1734.431695 = -848560.085894 nChanged 39 SP:Iteration 74Q (7112.011276 sec): 3 clusters Score: Raw -850301.222552 + Penalty 1734.431695 = -848566.790857 nChanged 40 SP:Iteration 75Q (7112.065362 sec): 3 clusters Score: Raw -850310.128393 + Penalty 1734.431695 = -848575.696698 nChanged 45 SP:Iteration 76Q (7112.116357 sec): 3 clusters Score: Raw -850320.662774 + Penalty 1734.431695 = -848586.231078 nChanged 46 SP:Iteration 77Q (7112.174363 sec): 3 clusters Score: Raw -850331.134652 + Penalty 1734.431695 = -848596.702957 nChanged 41 SP:Iteration 78Q (7112.232068 sec): 3 clusters Score: Raw -850340.549042 + Penalty 1734.431695 = -848606.117347 nChanged 46 SP:Iteration 79Q (7112.283471 sec): 3 clusters Score: Raw -850352.440545 + Penalty 1734.431695 = -848618.008850 nChanged 56 SP:Iteration 80F (7112.334118 sec): 3 clusters Score: Raw -850364.534225 + Penalty 1734.431695 = -848630.102529 nChanged 55 SP:Iteration 81Q (7112.392304 sec): 3 clusters Score: Raw -850375.984818 + Penalty 1734.431695 = -848641.553123 nChanged 50 SP:Iteration 82Q (7112.449601 sec): 3 clusters Score: Raw -850385.365756 + Penalty 1734.431695 = -848650.934061 nChanged 49 SP:Iteration 83Q (7112.507542 sec): 3 clusters Score: Raw -850394.171441 + Penalty 1734.431695 = -848659.739746 nChanged 41 SP:Iteration 84Q (7112.565982 sec): 3 clusters Score: Raw -850401.931802 + Penalty 1734.431695 = -848667.500107 nChanged 36 SP:Iteration 85Q (7112.622857 sec): 3 clusters Score: Raw -850409.202117 + Penalty 1734.431695 = -848674.770422 nChanged 35 SP:Iteration 86Q (7112.680507 sec): 3 clusters Score: Raw -850415.954602 + Penalty 1734.431695 = -848681.522907 nChanged 29 SP:Iteration 87Q (7112.737528 sec): 3 clusters Score: Raw -850420.891328 + Penalty 1734.431695 = -848686.459632 nChanged 19 SP:Iteration 88Q (7112.788429 sec): 3 clusters Score: Raw -850423.432817 + Penalty 1734.431695 = -848689.001122 nChanged 15 SP:Iteration 89Q (7112.847248 sec): 3 clusters Score: Raw -850425.459943 + Penalty 1734.431695 = -848691.028247 nChanged 14 SP:Iteration 90Q (7112.902680 sec): 3 clusters Score: Raw -850427.465936 + Penalty 1734.431695 = -848693.034240 nChanged 13 SP:Iteration 91Q (7112.959081 sec): 3 clusters Score: Raw -850428.852454 + Penalty 1734.431695 = -848694.420758 nChanged 11 SP:Iteration 92Q (7113.016835 sec): 3 clusters Score: Raw -850430.270804 + Penalty 1734.431695 = -848695.839109 nChanged 10 SP:Iteration 93Q (7113.060840 sec): 3 clusters Score: Raw -850431.386616 + Penalty 1734.431695 = -848696.954920 nChanged 10 SP:Iteration 94Q (7113.111666 sec): 3 clusters Score: Raw -850432.904493 + Penalty 1734.431695 = -848698.472797 nChanged 13 SP:Iteration 95Q (7113.168426 sec): 3 clusters Score: Raw -850434.429892 + Penalty 1734.431695 = -848699.998196 nChanged 11 SP:Iteration 96Q (7113.233175 sec): 3 clusters Score: Raw -850435.690573 + Penalty 1734.431695 = -848701.258878 nChanged 6 SP:Iteration 97Q (7113.282827 sec): 3 clusters Score: Raw -850436.208074 + Penalty 1734.431695 = -848701.776379 nChanged 6 SP:Iteration 98Q (7113.340317 sec): 3 clusters Score: Raw -850437.161999 + Penalty 1734.431695 = -848702.730304 nChanged 9 SP:Iteration 99Q (7113.397180 sec): 3 clusters Score: Raw -850439.030476 + Penalty 1734.431695 = -848704.598781 nChanged 15 SP:Iteration 100F (7113.456396 sec): 3 clusters Score: Raw -850442.345277 + Penalty 1734.431695 = -848707.913581 nChanged 20 SP:Iteration 101Q (7113.514103 sec): 3 clusters Score: Raw -850446.148642 + Penalty 1734.431695 = -848711.716947 nChanged 16 SP:Iteration 102Q (7113.571782 sec): 3 clusters Score: Raw -850448.669695 + Penalty 1734.431695 = -848714.238000 nChanged 12 SP:Iteration 103Q (7113.629173 sec): 3 clusters Score: Raw -850450.919535 + Penalty 1734.431695 = -848716.487839 nChanged 10 SP:Iteration 104Q (7113.687336 sec): 3 clusters Score: Raw -850452.521507 + Penalty 1734.431695 = -848718.089812 nChanged 12 SP:Iteration 105Q (7113.744978 sec): 3 clusters Score: Raw -850454.455783 + Penalty 1734.431695 = -848720.024088 nChanged 7 SP:Iteration 106Q (7113.802346 sec): 3 clusters Score: Raw -850455.809005 + Penalty 1734.431695 = -848721.377309 nChanged 8 SP:Iteration 107Q (7113.859797 sec): 3 clusters Score: Raw -850457.467103 + Penalty 1734.431695 = -848723.035407 nChanged 12 SP:Iteration 108Q (7113.917389 sec): 3 clusters Score: Raw -850460.420098 + Penalty 1734.431695 = -848725.988403 nChanged 12 SP:Iteration 109Q (7113.974765 sec): 3 clusters Score: Raw -850462.490846 + Penalty 1734.431695 = -848728.059151 nChanged 13 SP:Iteration 110Q (7114.032580 sec): 3 clusters Score: Raw -850464.282505 + Penalty 1734.431695 = -848729.850810 nChanged 10 SP:Iteration 111Q (7114.085275 sec): 3 clusters Score: Raw -850465.962962 + Penalty 1734.431695 = -848731.531267 nChanged 13 SP:Iteration 112Q (7114.140796 sec): 3 clusters Score: Raw -850468.930587 + Penalty 1734.431695 = -848734.498892 nChanged 18 SP:Iteration 113Q (7114.204994 sec): 3 clusters Score: Raw -850472.268521 + Penalty 1734.431695 = -848737.836826 nChanged 19 SP:Iteration 114Q (7114.251059 sec): 3 clusters Score: Raw -850477.050235 + Penalty 1734.431695 = -848742.618540 nChanged 21 SP:Iteration 115Q (7114.307518 sec): 3 clusters Score: Raw -850482.445580 + Penalty 1734.431695 = -848748.013885 nChanged 22 SP:Iteration 116Q (7114.365526 sec): 3 clusters Score: Raw -850487.905197 + Penalty 1734.431695 = -848753.473502 nChanged 23 SP:Iteration 117Q (7114.429316 sec): 3 clusters Score: Raw -850495.375309 + Penalty 1734.431695 = -848760.943614 nChanged 38 SP:Iteration 118Q (7114.475424 sec): 3 clusters Score: Raw -850514.867193 + Penalty 1734.431695 = -848780.435498 nChanged 53 SP:Iteration 119Q (7114.533764 sec): 3 clusters Score: Raw -850541.539932 + Penalty 1734.431695 = -848807.108236 nChanged 54 SP:Iteration 120F (7114.597819 sec): 3 clusters Score: Raw -850574.261219 + Penalty 1734.431695 = -848839.829524 nChanged 54 SP:Iteration 121Q (7114.645290 sec): 3 clusters Score: Raw -850613.598213 + Penalty 1734.431695 = -848879.166517 nChanged 63 SP:Iteration 122Q (7114.699214 sec): 3 clusters Score: Raw -850669.537213 + Penalty 1734.431695 = -848935.105517 nChanged 69 SP:Iteration 123Q (7114.750864 sec): 3 clusters Score: Raw -850727.861970 + Penalty 1734.431695 = -848993.430275 nChanged 71 SP:Iteration 124Q (7114.807734 sec): 3 clusters Score: Raw -850784.130853 + Penalty 1734.431695 = -849049.699158 nChanged 63 SP:Iteration 125Q (7114.865239 sec): 3 clusters Score: Raw -850822.658695 + Penalty 1734.431695 = -849088.227000 nChanged 48 SP:Iteration 126Q (7114.922112 sec): 3 clusters Score: Raw -850850.883377 + Penalty 1734.431695 = -849116.451681 nChanged 42 SP:Iteration 127Q (7114.977397 sec): 3 clusters Score: Raw -850865.768816 + Penalty 1734.431695 = -849131.337121 nChanged 38 SP:Iteration 128Q (7115.034577 sec): 3 clusters Score: Raw -850878.061680 + Penalty 1734.431695 = -849143.629985 nChanged 27 SP:Iteration 129Q (7115.092408 sec): 3 clusters Score: Raw -850886.238145 + Penalty 1734.431695 = -849151.806450 nChanged 21 SP:Iteration 130Q (7115.148143 sec): 3 clusters Score: Raw -850892.838088 + Penalty 1734.431695 = -849158.406392 nChanged 16 SP:Iteration 131Q (7115.201181 sec): 3 clusters Score: Raw -850897.343381 + Penalty 1734.431695 = -849162.911686 nChanged 11 SP:Iteration 132Q (7115.259086 sec): 3 clusters Score: Raw -850902.477287 + Penalty 1734.431695 = -849168.045592 nChanged 17 SP:Iteration 133Q (7115.312520 sec): 3 clusters Score: Raw -850906.988428 + Penalty 1734.431695 = -849172.556732 nChanged 7 SP:Iteration 134Q (7115.368436 sec): 3 clusters Score: Raw -850908.438373 + Penalty 1734.431695 = -849174.006678 nChanged 4 SP:Iteration 135Q (7115.431065 sec): 3 clusters Score: Raw -850909.268167 + Penalty 1734.431695 = -849174.836472 nChanged 2 SP:Iteration 136Q (7115.481806 sec): 3 clusters Score: Raw -850909.631503 + Penalty 1734.431695 = -849175.199807 nChanged 3 SP:Iteration 137Q (7115.532734 sec): 3 clusters Score: Raw -850909.996510 + Penalty 1734.431695 = -849175.564815 nChanged 0 SP:Iteration 138F (7115.587151 sec): 3 clusters Score: Raw -850909.996510 + Penalty 1734.431695 = -849175.564815 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7115.610884 sec): 2 clusters Score: Raw -246244.463100 + Penalty 745.053790 = -245499.409310 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7115.659027 sec): 3 clusters Score: Raw -244934.392226 + Penalty 1490.107580 = -243444.284646 nChanged 1001 SP:Iteration 1F (7115.704980 sec): 3 clusters Score: Raw -245495.956627 + Penalty 1490.107580 = -244005.849046 nChanged 207 SP:Iteration 2F (7115.755801 sec): 3 clusters Score: Raw -245623.008747 + Penalty 1490.107580 = -244132.901166 nChanged 159 SP:Iteration 3F (7115.807561 sec): 3 clusters Score: Raw -245729.349044 + Penalty 1490.107580 = -244239.241464 nChanged 125 SP:Iteration 4Q (7115.858612 sec): 3 clusters Score: Raw -245798.580492 + Penalty 1490.107580 = -244308.472912 nChanged 117 SP:Iteration 5Q (7115.907263 sec): 3 clusters Score: Raw -245872.661765 + Penalty 1490.107580 = -244382.554185 nChanged 106 SP:Iteration 6Q (7115.957418 sec): 3 clusters Score: Raw -245942.908623 + Penalty 1490.107580 = -244452.801043 nChanged 99 SP:Iteration 7Q (7116.004412 sec): 3 clusters Score: Raw -245998.800772 + Penalty 1490.107580 = -244508.693192 nChanged 82 SP:Iteration 8Q (7116.049030 sec): 3 clusters Score: Raw -246051.610248 + Penalty 1490.107580 = -244561.502668 nChanged 73 SP:Iteration 9Q (7116.094265 sec): 3 clusters Score: Raw -246099.921166 + Penalty 1490.107580 = -244609.813586 nChanged 62 SP:Iteration 10Q (7116.141264 sec): 3 clusters Score: Raw -246130.760391 + Penalty 1490.107580 = -244640.652810 nChanged 33 SP:Iteration 11Q (7116.192664 sec): 3 clusters Score: Raw -246145.314479 + Penalty 1490.107580 = -244655.206899 nChanged 37 SP:Iteration 12Q (7116.238152 sec): 3 clusters Score: Raw -246165.537579 + Penalty 1490.107580 = -244675.429998 nChanged 39 SP:Iteration 13Q (7116.289166 sec): 3 clusters Score: Raw -246192.374153 + Penalty 1490.107580 = -244702.266572 nChanged 40 SP:Iteration 14Q (7116.334074 sec): 3 clusters Score: Raw -246217.267427 + Penalty 1490.107580 = -244727.159847 nChanged 33 SP:Iteration 15Q (7116.384859 sec): 3 clusters Score: Raw -246238.425987 + Penalty 1490.107580 = -244748.318406 nChanged 30 SP:Iteration 16Q (7116.437561 sec): 3 clusters Score: Raw -246255.600452 + Penalty 1490.107580 = -244765.492872 nChanged 30 SP:Iteration 17Q (7116.487620 sec): 3 clusters Score: Raw -246274.873455 + Penalty 1490.107580 = -244784.765875 nChanged 32 SP:Iteration 18Q (7116.540662 sec): 3 clusters Score: Raw -246299.461062 + Penalty 1490.107580 = -244809.353481 nChanged 23 SP:Iteration 19Q (7116.598797 sec): 3 clusters Score: Raw -246317.179817 + Penalty 1490.107580 = -244827.072236 nChanged 22 SP:Iteration 20F (7116.635014 sec): 3 clusters Score: Raw -246332.192962 + Penalty 1490.107580 = -244842.085382 nChanged 23 SP:Iteration 21Q (7116.679328 sec): 3 clusters Score: Raw -246348.680176 + Penalty 1490.107580 = -244858.572596 nChanged 22 SP:Iteration 22Q (7116.723143 sec): 3 clusters Score: Raw -246361.792464 + Penalty 1490.107580 = -244871.684883 nChanged 23 SP:Iteration 23Q (7116.763682 sec): 3 clusters Score: Raw -246377.223293 + Penalty 1490.107580 = -244887.115713 nChanged 17 SP:Iteration 24Q (7116.815223 sec): 3 clusters Score: Raw -246388.998832 + Penalty 1490.107580 = -244898.891252 nChanged 15 SP:Iteration 25Q (7116.866883 sec): 3 clusters Score: Raw -246395.914728 + Penalty 1490.107580 = -244905.807147 nChanged 9 SP:Iteration 26Q (7116.913105 sec): 3 clusters Score: Raw -246401.327197 + Penalty 1490.107580 = -244911.219617 nChanged 10 SP:Iteration 27Q (7116.968495 sec): 3 clusters Score: Raw -246405.656755 + Penalty 1490.107580 = -244915.549175 nChanged 8 SP:Iteration 28Q (7117.010448 sec): 3 clusters Score: Raw -246409.716050 + Penalty 1490.107580 = -244919.608470 nChanged 8 SP:Iteration 29Q (7117.060365 sec): 3 clusters Score: Raw -246414.240868 + Penalty 1490.107580 = -244924.133288 nChanged 8 SP:Iteration 30Q (7117.117710 sec): 3 clusters Score: Raw -246417.654720 + Penalty 1490.107580 = -244927.547140 nChanged 6 SP:Iteration 31Q (7117.173881 sec): 3 clusters Score: Raw -246420.259801 + Penalty 1490.107580 = -244930.152221 nChanged 6 SP:Iteration 32Q (7117.210883 sec): 3 clusters Score: Raw -246422.818065 + Penalty 1490.107580 = -244932.710484 nChanged 5 SP:Iteration 33Q (7117.262591 sec): 3 clusters Score: Raw -246424.874245 + Penalty 1490.107580 = -244934.766664 nChanged 5 SP:Iteration 34Q (7117.304986 sec): 3 clusters Score: Raw -246428.164801 + Penalty 1490.107580 = -244938.057221 nChanged 4 SP:Iteration 35Q (7117.355691 sec): 3 clusters Score: Raw -246429.174837 + Penalty 1490.107580 = -244939.067256 nChanged 1 SP:Iteration 36Q (7117.401059 sec): 3 clusters Score: Raw -246429.390134 + Penalty 1490.107580 = -244939.282553 nChanged 0 SP:Iteration 37F (7117.446295 sec): 3 clusters Score: Raw -246429.390134 + Penalty 1490.107580 = -244939.282553 nChanged 0 Trying to split cluster 33 (3332 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7117.486691 sec): 2 clusters Score: Raw -288001.761112 + Penalty 770.576160 = -287231.184952 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7117.519938 sec): 3 clusters Score: Raw -286222.208529 + Penalty 1541.152321 = -284681.056208 nChanged 1387 SP:Iteration 1F (7117.571766 sec): 3 clusters Score: Raw -287241.797251 + Penalty 1541.152321 = -285700.644930 nChanged 322 SP:Iteration 2F (7117.623773 sec): 3 clusters Score: Raw -287566.647368 + Penalty 1541.152321 = -286025.495047 nChanged 272 SP:Iteration 3F (7117.676206 sec): 3 clusters Score: Raw -287880.750047 + Penalty 1541.152321 = -286339.597726 nChanged 241 SP:Iteration 4F (7117.725728 sec): 3 clusters Score: Raw -288155.213840 + Penalty 1541.152321 = -286614.061519 nChanged 188 SP:Iteration 5F (7117.770021 sec): 3 clusters Score: Raw -288339.450987 + Penalty 1541.152321 = -286798.298667 nChanged 149 SP:Iteration 6Q (7117.821470 sec): 3 clusters Score: Raw -288479.242755 + Penalty 1541.152321 = -286938.090434 nChanged 104 SP:Iteration 7Q (7117.872809 sec): 3 clusters Score: Raw -288561.541988 + Penalty 1541.152321 = -287020.389667 nChanged 81 SP:Iteration 8Q (7117.924272 sec): 3 clusters Score: Raw -288608.388509 + Penalty 1541.152321 = -287067.236188 nChanged 49 SP:Iteration 9Q (7117.976018 sec): 3 clusters Score: Raw -288629.405166 + Penalty 1541.152321 = -287088.252845 nChanged 28 SP:Iteration 10Q (7118.019388 sec): 3 clusters Score: Raw -288637.937770 + Penalty 1541.152321 = -287096.785450 nChanged 22 SP:Iteration 11Q (7118.071117 sec): 3 clusters Score: Raw -288643.689280 + Penalty 1541.152321 = -287102.536960 nChanged 12 SP:Iteration 12Q (7118.120339 sec): 3 clusters Score: Raw -288646.678245 + Penalty 1541.152321 = -287105.525924 nChanged 8 SP:Iteration 13Q (7118.181986 sec): 3 clusters Score: Raw -288648.471271 + Penalty 1541.152321 = -287107.318951 nChanged 4 SP:Iteration 14Q (7118.217210 sec): 3 clusters Score: Raw -288649.304834 + Penalty 1541.152321 = -287108.152513 nChanged 4 SP:Iteration 15Q (7118.265412 sec): 3 clusters Score: Raw -288649.983470 + Penalty 1541.152321 = -287108.831150 nChanged 1 SP:Iteration 16Q (7118.314201 sec): 3 clusters Score: Raw -288650.046046 + Penalty 1541.152321 = -287108.893726 nChanged 0 SP:Iteration 17F (7118.346829 sec): 3 clusters Score: Raw -288650.046046 + Penalty 1541.152321 = -287108.893726 nChanged 0 Trying to split cluster 34 (287879 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7118.615027 sec): 2 clusters Score: Raw -27473545.755784 + Penalty 1194.178076 = -27472351.577708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7118.982710 sec): 3 clusters Score: Raw -27279584.756704 + Penalty 2388.356151 = -27277196.400553 nChanged 141079 SP:Iteration 1F (7119.348444 sec): 3 clusters Score: Raw -27371183.224652 + Penalty 2388.356151 = -27368794.868501 nChanged 16477 SP:Iteration 2F (7119.740288 sec): 3 clusters Score: Raw -27379737.505173 + Penalty 2388.356151 = -27377349.149022 nChanged 19739 SP:Iteration 3F (7120.121866 sec): 3 clusters Score: Raw -27392390.512623 + Penalty 2388.356151 = -27390002.156472 nChanged 20947 SP:Iteration 4F (7120.539735 sec): 3 clusters Score: Raw -27407657.220016 + Penalty 2388.356151 = -27405268.863865 nChanged 19551 SP:Iteration 5F (7120.956602 sec): 3 clusters Score: Raw -27422979.547667 + Penalty 2388.356151 = -27420591.191515 nChanged 16160 SP:Iteration 6F (7121.378891 sec): 3 clusters Score: Raw -27436112.176223 + Penalty 2388.356151 = -27433723.820072 nChanged 12016 SP:Iteration 7Q (7121.807137 sec): 3 clusters Score: Raw -27445448.514357 + Penalty 2388.356151 = -27443060.158206 nChanged 8452 SP:Iteration 8Q (7122.211800 sec): 3 clusters Score: Raw -27451331.846845 + Penalty 2388.356151 = -27448943.490694 nChanged 6225 SP:Iteration 9Q (7122.581236 sec): 3 clusters Score: Raw -27455113.392919 + Penalty 2388.356151 = -27452725.036768 nChanged 5003 SP:Iteration 10Q (7122.953301 sec): 3 clusters Score: Raw -27457912.830653 + Penalty 2388.356151 = -27455524.474502 nChanged 4478 SP:Iteration 11Q (7123.309680 sec): 3 clusters Score: Raw -27460333.485539 + Penalty 2388.356151 = -27457945.129388 nChanged 3994 SP:Iteration 12Q (7123.696726 sec): 3 clusters Score: Raw -27462515.655986 + Penalty 2388.356151 = -27460127.299834 nChanged 3625 SP:Iteration 13Q (7124.030725 sec): 3 clusters Score: Raw -27464523.422326 + Penalty 2388.356151 = -27462135.066175 nChanged 3177 SP:Iteration 14Q (7124.373784 sec): 3 clusters Score: Raw -27466310.530220 + Penalty 2388.356151 = -27463922.174068 nChanged 2716 SP:Iteration 15Q (7124.724658 sec): 3 clusters Score: Raw -27467849.942915 + Penalty 2388.356151 = -27465461.586764 nChanged 2318 SP:Iteration 16Q (7125.052334 sec): 3 clusters Score: Raw -27469167.333235 + Penalty 2388.356151 = -27466778.977083 nChanged 1938 SP:Iteration 17Q (7125.411551 sec): 3 clusters Score: Raw -27470275.522778 + Penalty 2388.356151 = -27467887.166627 nChanged 1607 SP:Iteration 18Q (7125.736620 sec): 3 clusters Score: Raw -27471212.949041 + Penalty 2388.356151 = -27468824.592890 nChanged 1287 SP:Iteration 19Q (7126.061585 sec): 3 clusters Score: Raw -27471959.901243 + Penalty 2388.356151 = -27469571.545092 nChanged 938 SP:Iteration 20F (7126.441524 sec): 3 clusters Score: Raw -27472491.686296 + Penalty 2388.356151 = -27470103.330145 nChanged 702 SP:Iteration 21Q (7126.766619 sec): 3 clusters Score: Raw -27472859.535911 + Penalty 2388.356151 = -27470471.179760 nChanged 516 SP:Iteration 22Q (7127.077831 sec): 3 clusters Score: Raw -27473129.560632 + Penalty 2388.356151 = -27470741.204481 nChanged 385 SP:Iteration 23Q (7127.398578 sec): 3 clusters Score: Raw -27473341.339231 + Penalty 2388.356151 = -27470952.983080 nChanged 266 SP:Iteration 24Q (7127.728905 sec): 3 clusters Score: Raw -27473481.737093 + Penalty 2388.356151 = -27471093.380942 nChanged 203 SP:Iteration 25Q (7128.046828 sec): 3 clusters Score: Raw -27473591.737682 + Penalty 2388.356151 = -27471203.381531 nChanged 118 SP:Iteration 26Q (7128.400412 sec): 3 clusters Score: Raw -27473654.051208 + Penalty 2388.356151 = -27471265.695057 nChanged 86 SP:Iteration 27Q (7128.715859 sec): 3 clusters Score: Raw -27473694.616283 + Penalty 2388.356151 = -27471306.260132 nChanged 69 SP:Iteration 28Q (7129.024825 sec): 3 clusters Score: Raw -27473731.292972 + Penalty 2388.356151 = -27471342.936821 nChanged 50 SP:Iteration 29Q (7129.327929 sec): 3 clusters Score: Raw -27473759.547372 + Penalty 2388.356151 = -27471371.191221 nChanged 40 SP:Iteration 30Q (7129.634403 sec): 3 clusters Score: Raw -27473777.428116 + Penalty 2388.356151 = -27471389.071964 nChanged 25 SP:Iteration 31Q (7129.964173 sec): 3 clusters Score: Raw -27473787.810712 + Penalty 2388.356151 = -27471399.454561 nChanged 17 SP:Iteration 32Q (7130.307488 sec): 3 clusters Score: Raw -27473795.168715 + Penalty 2388.356151 = -27471406.812564 nChanged 15 SP:Iteration 33Q (7130.639787 sec): 3 clusters Score: Raw -27473801.884697 + Penalty 2388.356151 = -27471413.528546 nChanged 8 SP:Iteration 34Q (7130.952472 sec): 3 clusters Score: Raw -27473804.483507 + Penalty 2388.356151 = -27471416.127355 nChanged 4 SP:Iteration 35Q (7131.288301 sec): 3 clusters Score: Raw -27473806.602849 + Penalty 2388.356151 = -27471418.246698 nChanged 6 SP:Iteration 36Q (7131.596967 sec): 3 clusters Score: Raw -27473809.818411 + Penalty 2388.356151 = -27471421.462260 nChanged 6 SP:Iteration 37Q (7131.944197 sec): 3 clusters Score: Raw -27473812.192067 + Penalty 2388.356151 = -27471423.835916 nChanged 6 SP:Iteration 38Q (7132.248456 sec): 3 clusters Score: Raw -27473814.084837 + Penalty 2388.356151 = -27471425.728686 nChanged 1 SP:Iteration 39Q (7132.564657 sec): 3 clusters Score: Raw -27473814.267390 + Penalty 2388.356151 = -27471425.911239 nChanged 0 SP:Iteration 40F (7132.922948 sec): 3 clusters Score: Raw -27473814.267390 + Penalty 2388.356151 = -27471425.911239 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7132.971867 sec): 2 clusters Score: Raw -216729.266010 + Penalty 751.261847 = -215978.004163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7133.025728 sec): 3 clusters Score: Raw -215290.791343 + Penalty 1502.523694 = -213788.267648 nChanged 1145 SP:Iteration 1F (7133.077827 sec): 3 clusters Score: Raw -216016.961242 + Penalty 1502.523694 = -214514.437548 nChanged 250 SP:Iteration 2F (7133.128654 sec): 3 clusters Score: Raw -216296.049744 + Penalty 1502.523694 = -214793.526050 nChanged 250 SP:Iteration 3F (7133.180364 sec): 3 clusters Score: Raw -216617.439414 + Penalty 1502.523694 = -215114.915720 nChanged 225 SP:Iteration 4F (7133.229251 sec): 3 clusters Score: Raw -216874.755331 + Penalty 1502.523694 = -215372.231636 nChanged 161 SP:Iteration 5F (7133.280438 sec): 3 clusters Score: Raw -217035.427632 + Penalty 1502.523694 = -215532.903938 nChanged 126 SP:Iteration 6Q (7133.332610 sec): 3 clusters Score: Raw -217158.887412 + Penalty 1502.523694 = -215656.363718 nChanged 112 SP:Iteration 7Q (7133.385713 sec): 3 clusters Score: Raw -217265.150748 + Penalty 1502.523694 = -215762.627053 nChanged 51 SP:Iteration 8Q (7133.437957 sec): 3 clusters Score: Raw -217304.817071 + Penalty 1502.523694 = -215802.293376 nChanged 43 SP:Iteration 9Q (7133.489055 sec): 3 clusters Score: Raw -217333.518786 + Penalty 1502.523694 = -215830.995092 nChanged 31 SP:Iteration 10Q (7133.529115 sec): 3 clusters Score: Raw -217352.499280 + Penalty 1502.523694 = -215849.975585 nChanged 24 SP:Iteration 11Q (7133.572616 sec): 3 clusters Score: Raw -217367.904258 + Penalty 1502.523694 = -215865.380564 nChanged 20 SP:Iteration 12Q (7133.624461 sec): 3 clusters Score: Raw -217376.669175 + Penalty 1502.523694 = -215874.145481 nChanged 13 SP:Iteration 13Q (7133.667412 sec): 3 clusters Score: Raw -217381.252554 + Penalty 1502.523694 = -215878.728860 nChanged 9 SP:Iteration 14Q (7133.718762 sec): 3 clusters Score: Raw -217383.538609 + Penalty 1502.523694 = -215881.014914 nChanged 6 SP:Iteration 15Q (7133.770005 sec): 3 clusters Score: Raw -217385.706724 + Penalty 1502.523694 = -215883.183029 nChanged 5 SP:Iteration 16Q (7133.821364 sec): 3 clusters Score: Raw -217387.080272 + Penalty 1502.523694 = -215884.556578 nChanged 5 SP:Iteration 17Q (7133.872381 sec): 3 clusters Score: Raw -217388.223045 + Penalty 1502.523694 = -215885.699350 nChanged 3 SP:Iteration 18Q (7133.918284 sec): 3 clusters Score: Raw -217389.382391 + Penalty 1502.523694 = -215886.858697 nChanged 4 SP:Iteration 19Q (7133.976175 sec): 3 clusters Score: Raw -217392.444953 + Penalty 1502.523694 = -215889.921259 nChanged 10 SP:Iteration 20F (7134.021271 sec): 3 clusters Score: Raw -217398.123135 + Penalty 1502.523694 = -215895.599440 nChanged 6 SP:Iteration 21Q (7134.067206 sec): 3 clusters Score: Raw -217399.631709 + Penalty 1502.523694 = -215897.108015 nChanged 1 SP:Iteration 22Q (7134.114056 sec): 3 clusters Score: Raw -217399.886257 + Penalty 1502.523694 = -215897.362563 nChanged 3 SP:Iteration 23Q (7134.170431 sec): 3 clusters Score: Raw -217401.578962 + Penalty 1502.523694 = -215899.055267 nChanged 5 SP:Iteration 24Q (7134.211963 sec): 3 clusters Score: Raw -217403.091296 + Penalty 1502.523694 = -215900.567601 nChanged 4 SP:Iteration 25Q (7134.257396 sec): 3 clusters Score: Raw -217404.053772 + Penalty 1502.523694 = -215901.530077 nChanged 2 SP:Iteration 26Q (7134.307381 sec): 3 clusters Score: Raw -217405.012003 + Penalty 1502.523694 = -215902.488309 nChanged 2 SP:Iteration 27Q (7134.358229 sec): 3 clusters Score: Raw -217405.356640 + Penalty 1502.523694 = -215902.832945 nChanged 1 SP:Iteration 28Q (7134.403629 sec): 3 clusters Score: Raw -217405.581913 + Penalty 1502.523694 = -215903.058219 nChanged 2 SP:Iteration 29Q (7134.456245 sec): 3 clusters Score: Raw -217405.991090 + Penalty 1502.523694 = -215903.467396 nChanged 4 SP:Iteration 30Q (7134.506359 sec): 3 clusters Score: Raw -217407.295615 + Penalty 1502.523694 = -215904.771920 nChanged 9 SP:Iteration 31Q (7134.557122 sec): 3 clusters Score: Raw -217410.228410 + Penalty 1502.523694 = -215907.704715 nChanged 8 SP:Iteration 32Q (7134.608102 sec): 3 clusters Score: Raw -217413.096702 + Penalty 1502.523694 = -215910.573007 nChanged 9 SP:Iteration 33Q (7134.652562 sec): 3 clusters Score: Raw -217417.409287 + Penalty 1502.523694 = -215914.885592 nChanged 8 SP:Iteration 34Q (7134.703320 sec): 3 clusters Score: Raw -217419.633398 + Penalty 1502.523694 = -215917.109704 nChanged 6 SP:Iteration 35Q (7134.760509 sec): 3 clusters Score: Raw -217421.339923 + Penalty 1502.523694 = -215918.816228 nChanged 6 SP:Iteration 36Q (7134.800654 sec): 3 clusters Score: Raw -217423.073437 + Penalty 1502.523694 = -215920.549743 nChanged 5 SP:Iteration 37Q (7134.852878 sec): 3 clusters Score: Raw -217424.941501 + Penalty 1502.523694 = -215922.417807 nChanged 4 SP:Iteration 38Q (7134.905108 sec): 3 clusters Score: Raw -217426.921314 + Penalty 1502.523694 = -215924.397620 nChanged 3 SP:Iteration 39Q (7134.957322 sec): 3 clusters Score: Raw -217428.546796 + Penalty 1502.523694 = -215926.023102 nChanged 1 SP:Iteration 40F (7135.015527 sec): 3 clusters Score: Raw -217429.275112 + Penalty 1502.523694 = -215926.751418 nChanged 2 SP:Iteration 41Q (7135.052908 sec): 3 clusters Score: Raw -217430.008515 + Penalty 1502.523694 = -215927.484821 nChanged 2 SP:Iteration 42Q (7135.104972 sec): 3 clusters Score: Raw -217430.696172 + Penalty 1502.523694 = -215928.172477 nChanged 1 SP:Iteration 43Q (7135.146967 sec): 3 clusters Score: Raw -217430.808755 + Penalty 1502.523694 = -215928.285060 nChanged 0 SP:Iteration 44F (7135.205062 sec): 3 clusters Score: Raw -217430.808755 + Penalty 1502.523694 = -215928.285060 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7135.225113 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7135.276145 sec): 3 clusters Score: Raw -163925.216622 + Penalty 1431.909148 = -162493.307474 nChanged 735 SP:Iteration 1F (7135.327494 sec): 3 clusters Score: Raw -164476.909780 + Penalty 1431.909148 = -163045.000631 nChanged 176 SP:Iteration 2F (7135.378960 sec): 3 clusters Score: Raw -164607.601549 + Penalty 1431.909148 = -163175.692400 nChanged 129 SP:Iteration 3F (7135.431615 sec): 3 clusters Score: Raw -164703.649419 + Penalty 1431.909148 = -163271.740270 nChanged 94 SP:Iteration 4F (7135.475232 sec): 3 clusters Score: Raw -164785.086534 + Penalty 1431.909148 = -163353.177386 nChanged 82 SP:Iteration 5Q (7135.526172 sec): 3 clusters Score: Raw -164850.107742 + Penalty 1431.909148 = -163418.198593 nChanged 71 SP:Iteration 6Q (7135.573714 sec): 3 clusters Score: Raw -164897.408163 + Penalty 1431.909148 = -163465.499014 nChanged 44 SP:Iteration 7Q (7135.614845 sec): 3 clusters Score: Raw -164922.746705 + Penalty 1431.909148 = -163490.837557 nChanged 22 SP:Iteration 8Q (7135.665191 sec): 3 clusters Score: Raw -164932.365749 + Penalty 1431.909148 = -163500.456600 nChanged 21 SP:Iteration 9Q (7135.710736 sec): 3 clusters Score: Raw -164943.778147 + Penalty 1431.909148 = -163511.868998 nChanged 18 SP:Iteration 10Q (7135.747144 sec): 3 clusters Score: Raw -164955.065863 + Penalty 1431.909148 = -163523.156715 nChanged 22 SP:Iteration 11Q (7135.792807 sec): 3 clusters Score: Raw -164963.174011 + Penalty 1431.909148 = -163531.264863 nChanged 12 SP:Iteration 12Q (7135.835762 sec): 3 clusters Score: Raw -164967.136578 + Penalty 1431.909148 = -163535.227430 nChanged 10 SP:Iteration 13Q (7135.880611 sec): 3 clusters Score: Raw -164974.670350 + Penalty 1431.909148 = -163542.761202 nChanged 18 SP:Iteration 14Q (7135.926615 sec): 3 clusters Score: Raw -164983.858312 + Penalty 1431.909148 = -163551.949164 nChanged 7 SP:Iteration 15Q (7135.989756 sec): 3 clusters Score: Raw -164986.654502 + Penalty 1431.909148 = -163554.745354 nChanged 4 SP:Iteration 16Q (7136.029468 sec): 3 clusters Score: Raw -164988.197185 + Penalty 1431.909148 = -163556.288037 nChanged 2 SP:Iteration 17Q (7136.079995 sec): 3 clusters Score: Raw -164988.882855 + Penalty 1431.909148 = -163556.973707 nChanged 1 SP:Iteration 18Q (7136.130636 sec): 3 clusters Score: Raw -164988.921262 + Penalty 1431.909148 = -163557.012113 nChanged 2 SP:Iteration 19Q (7136.182446 sec): 3 clusters Score: Raw -164989.207113 + Penalty 1431.909148 = -163557.297965 nChanged 0 SP:Iteration 20F (7136.221569 sec): 3 clusters Score: Raw -164989.207113 + Penalty 1431.909148 = -163557.297965 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7136.246209 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7136.293228 sec): 3 clusters Score: Raw -69072.204084 + Penalty 1239.476838 = -67832.727246 nChanged 219 SP:Iteration 1F (7136.343026 sec): 3 clusters Score: Raw -69251.623592 + Penalty 1239.476838 = -68012.146754 nChanged 60 SP:Iteration 2F (7136.390147 sec): 3 clusters Score: Raw -69318.492041 + Penalty 1239.476838 = -68079.015203 nChanged 32 SP:Iteration 3Q (7136.439856 sec): 3 clusters Score: Raw -69344.529515 + Penalty 1239.476838 = -68105.052677 nChanged 12 SP:Iteration 4Q (7136.489253 sec): 3 clusters Score: Raw -69355.352937 + Penalty 1239.476838 = -68115.876099 nChanged 10 SP:Iteration 5Q (7136.529903 sec): 3 clusters Score: Raw -69366.416568 + Penalty 1239.476838 = -68126.939730 nChanged 10 SP:Iteration 6Q (7136.579344 sec): 3 clusters Score: Raw -69376.233009 + Penalty 1239.476838 = -68136.756171 nChanged 9 SP:Iteration 7Q (7136.625956 sec): 3 clusters Score: Raw -69381.707986 + Penalty 1239.476838 = -68142.231148 nChanged 4 SP:Iteration 8Q (7136.664849 sec): 3 clusters Score: Raw -69384.325939 + Penalty 1239.476838 = -68144.849100 nChanged 6 SP:Iteration 9Q (7136.709840 sec): 3 clusters Score: Raw -69389.376779 + Penalty 1239.476838 = -68149.899940 nChanged 5 SP:Iteration 10Q (7136.761699 sec): 3 clusters Score: Raw -69394.599233 + Penalty 1239.476838 = -68155.122395 nChanged 5 SP:Iteration 11Q (7136.809921 sec): 3 clusters Score: Raw -69399.828089 + Penalty 1239.476838 = -68160.351251 nChanged 2 SP:Iteration 12Q (7136.858477 sec): 3 clusters Score: Raw -69402.880905 + Penalty 1239.476838 = -68163.404067 nChanged 3 SP:Iteration 13Q (7136.895412 sec): 3 clusters Score: Raw -69405.016825 + Penalty 1239.476838 = -68165.539987 nChanged 2 SP:Iteration 14Q (7136.937706 sec): 3 clusters Score: Raw -69406.315036 + Penalty 1239.476838 = -68166.838198 nChanged 2 SP:Iteration 15Q (7136.980041 sec): 3 clusters Score: Raw -69406.805078 + Penalty 1239.476838 = -68167.328240 nChanged 1 SP:Iteration 16Q (7137.028589 sec): 3 clusters Score: Raw -69407.550488 + Penalty 1239.476838 = -68168.073650 nChanged 1 SP:Iteration 17Q (7137.078944 sec): 3 clusters Score: Raw -69408.522318 + Penalty 1239.476838 = -68169.045480 nChanged 2 SP:Iteration 18Q (7137.121557 sec): 3 clusters Score: Raw -69409.909981 + Penalty 1239.476838 = -68170.433143 nChanged 3 SP:Iteration 19Q (7137.171417 sec): 3 clusters Score: Raw -69412.072233 + Penalty 1239.476838 = -68172.595395 nChanged 2 SP:Iteration 20F (7137.214218 sec): 3 clusters Score: Raw -69414.374228 + Penalty 1239.476838 = -68174.897390 nChanged 1 SP:Iteration 21Q (7137.258891 sec): 3 clusters Score: Raw -69415.077287 + Penalty 1239.476838 = -68175.600449 nChanged 1 SP:Iteration 22Q (7137.309095 sec): 3 clusters Score: Raw -69415.669444 + Penalty 1239.476838 = -68176.192606 nChanged 1 SP:Iteration 23Q (7137.353590 sec): 3 clusters Score: Raw -69416.726825 + Penalty 1239.476838 = -68177.249986 nChanged 1 SP:Iteration 24Q (7137.402997 sec): 3 clusters Score: Raw -69417.257038 + Penalty 1239.476838 = -68177.780200 nChanged 0 SP:Iteration 25F (7137.452289 sec): 3 clusters Score: Raw -69417.257038 + Penalty 1239.476838 = -68177.780200 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7137.491383 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7137.527579 sec): 3 clusters Score: Raw -223456.830075 + Penalty 1472.862013 = -221983.968061 nChanged 909 SP:Iteration 1F (7137.579461 sec): 3 clusters Score: Raw -223932.416695 + Penalty 1472.862013 = -222459.554681 nChanged 154 SP:Iteration 2F (7137.623988 sec): 3 clusters Score: Raw -224020.575184 + Penalty 1472.862013 = -222547.713171 nChanged 141 SP:Iteration 3F (7137.665367 sec): 3 clusters Score: Raw -224095.600754 + Penalty 1472.862013 = -222622.738741 nChanged 110 SP:Iteration 4Q (7137.716141 sec): 3 clusters Score: Raw -224160.822704 + Penalty 1472.862013 = -222687.960691 nChanged 94 SP:Iteration 5Q (7137.767120 sec): 3 clusters Score: Raw -224216.390768 + Penalty 1472.862013 = -222743.528755 nChanged 81 SP:Iteration 6Q (7137.817908 sec): 3 clusters Score: Raw -224265.389592 + Penalty 1472.862013 = -222792.527579 nChanged 74 SP:Iteration 7Q (7137.869322 sec): 3 clusters Score: Raw -224306.963307 + Penalty 1472.862013 = -222834.101294 nChanged 72 SP:Iteration 8Q (7137.916478 sec): 3 clusters Score: Raw -224344.819737 + Penalty 1472.862013 = -222871.957724 nChanged 58 SP:Iteration 9Q (7137.966999 sec): 3 clusters Score: Raw -224374.380459 + Penalty 1472.862013 = -222901.518446 nChanged 59 SP:Iteration 10Q (7138.017929 sec): 3 clusters Score: Raw -224405.770999 + Penalty 1472.862013 = -222932.908985 nChanged 62 SP:Iteration 11Q (7138.068973 sec): 3 clusters Score: Raw -224435.300472 + Penalty 1472.862013 = -222962.438459 nChanged 54 SP:Iteration 12Q (7138.124705 sec): 3 clusters Score: Raw -224471.533221 + Penalty 1472.862013 = -222998.671207 nChanged 53 SP:Iteration 13Q (7138.164384 sec): 3 clusters Score: Raw -224508.001235 + Penalty 1472.862013 = -223035.139221 nChanged 62 SP:Iteration 14Q (7138.221894 sec): 3 clusters Score: Raw -224559.567092 + Penalty 1472.862013 = -223086.705078 nChanged 61 SP:Iteration 15Q (7138.270041 sec): 3 clusters Score: Raw -224597.320337 + Penalty 1472.862013 = -223124.458323 nChanged 44 SP:Iteration 16Q (7138.307000 sec): 3 clusters Score: Raw -224629.339148 + Penalty 1472.862013 = -223156.477135 nChanged 32 SP:Iteration 17Q (7138.348864 sec): 3 clusters Score: Raw -224643.101169 + Penalty 1472.862013 = -223170.239156 nChanged 24 SP:Iteration 18Q (7138.393892 sec): 3 clusters Score: Raw -224652.211848 + Penalty 1472.862013 = -223179.349835 nChanged 25 SP:Iteration 19Q (7138.439382 sec): 3 clusters Score: Raw -224661.869017 + Penalty 1472.862013 = -223189.007004 nChanged 21 SP:Iteration 20F (7138.481362 sec): 3 clusters Score: Raw -224670.192040 + Penalty 1472.862013 = -223197.330027 nChanged 14 SP:Iteration 21Q (7138.531209 sec): 3 clusters Score: Raw -224674.788234 + Penalty 1472.862013 = -223201.926221 nChanged 9 SP:Iteration 22Q (7138.583738 sec): 3 clusters Score: Raw -224678.032834 + Penalty 1472.862013 = -223205.170821 nChanged 11 SP:Iteration 23Q (7138.635976 sec): 3 clusters Score: Raw -224683.023170 + Penalty 1472.862013 = -223210.161157 nChanged 10 SP:Iteration 24Q (7138.685759 sec): 3 clusters Score: Raw -224687.372358 + Penalty 1472.862013 = -223214.510345 nChanged 13 SP:Iteration 25Q (7138.732294 sec): 3 clusters Score: Raw -224692.767262 + Penalty 1472.862013 = -223219.905248 nChanged 17 SP:Iteration 26Q (7138.782810 sec): 3 clusters Score: Raw -224697.619475 + Penalty 1472.862013 = -223224.757462 nChanged 12 SP:Iteration 27Q (7138.828175 sec): 3 clusters Score: Raw -224702.429821 + Penalty 1472.862013 = -223229.567807 nChanged 13 SP:Iteration 28Q (7138.878732 sec): 3 clusters Score: Raw -224707.999533 + Penalty 1472.862013 = -223235.137520 nChanged 11 SP:Iteration 29Q (7138.925361 sec): 3 clusters Score: Raw -224712.509849 + Penalty 1472.862013 = -223239.647836 nChanged 14 SP:Iteration 30Q (7138.970781 sec): 3 clusters Score: Raw -224717.307116 + Penalty 1472.862013 = -223244.445103 nChanged 6 SP:Iteration 31Q (7139.021224 sec): 3 clusters Score: Raw -224719.944806 + Penalty 1472.862013 = -223247.082793 nChanged 7 SP:Iteration 32Q (7139.071953 sec): 3 clusters Score: Raw -224721.589693 + Penalty 1472.862013 = -223248.727680 nChanged 6 SP:Iteration 33Q (7139.122619 sec): 3 clusters Score: Raw -224723.659040 + Penalty 1472.862013 = -223250.797027 nChanged 9 SP:Iteration 34Q (7139.164048 sec): 3 clusters Score: Raw -224726.225478 + Penalty 1472.862013 = -223253.363464 nChanged 8 SP:Iteration 35Q (7139.215898 sec): 3 clusters Score: Raw -224729.190373 + Penalty 1472.862013 = -223256.328360 nChanged 9 SP:Iteration 36Q (7139.260358 sec): 3 clusters Score: Raw -224732.246775 + Penalty 1472.862013 = -223259.384762 nChanged 3 SP:Iteration 37Q (7139.300672 sec): 3 clusters Score: Raw -224733.376558 + Penalty 1472.862013 = -223260.514545 nChanged 5 SP:Iteration 38Q (7139.351133 sec): 3 clusters Score: Raw -224735.055544 + Penalty 1472.862013 = -223262.193531 nChanged 4 SP:Iteration 39Q (7139.397775 sec): 3 clusters Score: Raw -224736.274760 + Penalty 1472.862013 = -223263.412747 nChanged 4 SP:Iteration 40F (7139.437871 sec): 3 clusters Score: Raw -224738.473912 + Penalty 1472.862013 = -223265.611898 nChanged 4 SP:Iteration 41Q (7139.488729 sec): 3 clusters Score: Raw -224739.653788 + Penalty 1472.862013 = -223266.791775 nChanged 4 SP:Iteration 42Q (7139.539303 sec): 3 clusters Score: Raw -224740.902001 + Penalty 1472.862013 = -223268.039987 nChanged 0 SP:Iteration 43F (7139.590312 sec): 3 clusters Score: Raw -224740.902001 + Penalty 1472.862013 = -223268.039987 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7139.628761 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7139.683894 sec): 3 clusters Score: Raw -975158.333575 + Penalty 1754.303745 = -973404.029830 nChanged 4563 SP:Iteration 1F (7139.744280 sec): 3 clusters Score: Raw -977580.499000 + Penalty 1754.303745 = -975826.195255 nChanged 524 SP:Iteration 2F (7139.804020 sec): 3 clusters Score: Raw -977765.336221 + Penalty 1754.303745 = -976011.032475 nChanged 473 SP:Iteration 3Q (7139.855426 sec): 3 clusters Score: Raw -977923.715964 + Penalty 1754.303745 = -976169.412219 nChanged 429 SP:Iteration 4Q (7139.917581 sec): 3 clusters Score: Raw -978071.289230 + Penalty 1754.303745 = -976316.985485 nChanged 417 SP:Iteration 5Q (7139.983224 sec): 3 clusters Score: Raw -978229.344222 + Penalty 1754.303745 = -976475.040477 nChanged 416 SP:Iteration 6Q (7140.037893 sec): 3 clusters Score: Raw -978399.323217 + Penalty 1754.303745 = -976645.019472 nChanged 447 SP:Iteration 7Q (7140.098007 sec): 3 clusters Score: Raw -978585.327321 + Penalty 1754.303745 = -976831.023576 nChanged 429 SP:Iteration 8Q (7140.158088 sec): 3 clusters Score: Raw -978779.296317 + Penalty 1754.303745 = -977024.992572 nChanged 459 SP:Iteration 9Q (7140.218055 sec): 3 clusters Score: Raw -979025.225575 + Penalty 1754.303745 = -977270.921829 nChanged 471 SP:Iteration 10Q (7140.266508 sec): 3 clusters Score: Raw -979260.041097 + Penalty 1754.303745 = -977505.737352 nChanged 421 SP:Iteration 11Q (7140.326756 sec): 3 clusters Score: Raw -979466.714511 + Penalty 1754.303745 = -977712.410766 nChanged 358 SP:Iteration 12Q (7140.387156 sec): 3 clusters Score: Raw -979649.633121 + Penalty 1754.303745 = -977895.329376 nChanged 307 SP:Iteration 13Q (7140.447564 sec): 3 clusters Score: Raw -979795.716693 + Penalty 1754.303745 = -978041.412948 nChanged 272 SP:Iteration 14Q (7140.506703 sec): 3 clusters Score: Raw -979922.175176 + Penalty 1754.303745 = -978167.871431 nChanged 253 SP:Iteration 15Q (7140.567238 sec): 3 clusters Score: Raw -980061.947073 + Penalty 1754.303745 = -978307.643328 nChanged 237 SP:Iteration 16Q (7140.628341 sec): 3 clusters Score: Raw -980183.384026 + Penalty 1754.303745 = -978429.080281 nChanged 207 SP:Iteration 17Q (7140.688950 sec): 3 clusters Score: Raw -980288.752724 + Penalty 1754.303745 = -978534.448979 nChanged 187 SP:Iteration 18Q (7140.748556 sec): 3 clusters Score: Raw -980393.536531 + Penalty 1754.303745 = -978639.232786 nChanged 164 SP:Iteration 19Q (7140.810461 sec): 3 clusters Score: Raw -980483.043142 + Penalty 1754.303745 = -978728.739397 nChanged 148 SP:Iteration 20F (7140.864665 sec): 3 clusters Score: Raw -980559.609135 + Penalty 1754.303745 = -978805.305390 nChanged 110 SP:Iteration 21Q (7140.933094 sec): 3 clusters Score: Raw -980610.685604 + Penalty 1754.303745 = -978856.381859 nChanged 101 SP:Iteration 22Q (7140.995187 sec): 3 clusters Score: Raw -980649.286127 + Penalty 1754.303745 = -978894.982382 nChanged 93 SP:Iteration 23Q (7141.042535 sec): 3 clusters Score: Raw -980682.481475 + Penalty 1754.303745 = -978928.177730 nChanged 88 SP:Iteration 24Q (7141.095957 sec): 3 clusters Score: Raw -980709.042573 + Penalty 1754.303745 = -978954.738827 nChanged 81 SP:Iteration 25Q (7141.156714 sec): 3 clusters Score: Raw -980732.001938 + Penalty 1754.303745 = -978977.698193 nChanged 75 SP:Iteration 26Q (7141.217129 sec): 3 clusters Score: Raw -980755.858002 + Penalty 1754.303745 = -979001.554256 nChanged 64 SP:Iteration 27Q (7141.268743 sec): 3 clusters Score: Raw -980773.684635 + Penalty 1754.303745 = -979019.380890 nChanged 62 SP:Iteration 28Q (7141.322442 sec): 3 clusters Score: Raw -980790.567901 + Penalty 1754.303745 = -979036.264156 nChanged 58 SP:Iteration 29Q (7141.380028 sec): 3 clusters Score: Raw -980806.546968 + Penalty 1754.303745 = -979052.243223 nChanged 50 SP:Iteration 30Q (7141.438400 sec): 3 clusters Score: Raw -980820.225934 + Penalty 1754.303745 = -979065.922189 nChanged 55 SP:Iteration 31Q (7141.497149 sec): 3 clusters Score: Raw -980836.507464 + Penalty 1754.303745 = -979082.203719 nChanged 51 SP:Iteration 32Q (7141.555705 sec): 3 clusters Score: Raw -980850.129282 + Penalty 1754.303745 = -979095.825537 nChanged 40 SP:Iteration 33Q (7141.606243 sec): 3 clusters Score: Raw -980858.786518 + Penalty 1754.303745 = -979104.482773 nChanged 37 SP:Iteration 34Q (7141.664501 sec): 3 clusters Score: Raw -980868.437956 + Penalty 1754.303745 = -979114.134211 nChanged 48 SP:Iteration 35Q (7141.722804 sec): 3 clusters Score: Raw -980879.485353 + Penalty 1754.303745 = -979125.181608 nChanged 35 SP:Iteration 36Q (7141.781189 sec): 3 clusters Score: Raw -980888.448911 + Penalty 1754.303745 = -979134.145166 nChanged 35 SP:Iteration 37Q (7141.836408 sec): 3 clusters Score: Raw -980897.488329 + Penalty 1754.303745 = -979143.184584 nChanged 37 SP:Iteration 38Q (7141.894551 sec): 3 clusters Score: Raw -980908.537310 + Penalty 1754.303745 = -979154.233565 nChanged 41 SP:Iteration 39Q (7141.953256 sec): 3 clusters Score: Raw -980920.056893 + Penalty 1754.303745 = -979165.753147 nChanged 40 SP:Iteration 40F (7142.013901 sec): 3 clusters Score: Raw -980931.560506 + Penalty 1754.303745 = -979177.256760 nChanged 44 SP:Iteration 41Q (7142.074625 sec): 3 clusters Score: Raw -980942.301211 + Penalty 1754.303745 = -979187.997466 nChanged 38 SP:Iteration 42Q (7142.136973 sec): 3 clusters Score: Raw -980953.136699 + Penalty 1754.303745 = -979198.832954 nChanged 30 SP:Iteration 43Q (7142.188422 sec): 3 clusters Score: Raw -980963.097397 + Penalty 1754.303745 = -979208.793652 nChanged 44 SP:Iteration 44Q (7142.246018 sec): 3 clusters Score: Raw -980980.429677 + Penalty 1754.303745 = -979226.125931 nChanged 56 SP:Iteration 45Q (7142.308997 sec): 3 clusters Score: Raw -981005.669487 + Penalty 1754.303745 = -979251.365742 nChanged 64 SP:Iteration 46Q (7142.358135 sec): 3 clusters Score: Raw -981035.497642 + Penalty 1754.303745 = -979281.193897 nChanged 62 SP:Iteration 47Q (7142.422302 sec): 3 clusters Score: Raw -981062.865015 + Penalty 1754.303745 = -979308.561270 nChanged 53 SP:Iteration 48Q (7142.475969 sec): 3 clusters Score: Raw -981085.388363 + Penalty 1754.303745 = -979331.084617 nChanged 63 SP:Iteration 49Q (7142.533845 sec): 3 clusters Score: Raw -981110.789306 + Penalty 1754.303745 = -979356.485561 nChanged 50 SP:Iteration 50Q (7142.588882 sec): 3 clusters Score: Raw -981128.756712 + Penalty 1754.303745 = -979374.452967 nChanged 47 SP:Iteration 51Q (7142.646538 sec): 3 clusters Score: Raw -981145.192664 + Penalty 1754.303745 = -979390.888919 nChanged 41 SP:Iteration 52Q (7142.704149 sec): 3 clusters Score: Raw -981160.645265 + Penalty 1754.303745 = -979406.341520 nChanged 44 SP:Iteration 53Q (7142.773291 sec): 3 clusters Score: Raw -981178.449007 + Penalty 1754.303745 = -979424.145262 nChanged 45 SP:Iteration 54Q (7142.810328 sec): 3 clusters Score: Raw -981194.655375 + Penalty 1754.303745 = -979440.351629 nChanged 38 SP:Iteration 55Q (7142.867934 sec): 3 clusters Score: Raw -981211.170590 + Penalty 1754.303745 = -979456.866845 nChanged 35 SP:Iteration 56Q (7142.923140 sec): 3 clusters Score: Raw -981225.006241 + Penalty 1754.303745 = -979470.702495 nChanged 33 SP:Iteration 57Q (7142.980868 sec): 3 clusters Score: Raw -981239.776874 + Penalty 1754.303745 = -979485.473129 nChanged 33 SP:Iteration 58Q (7143.038516 sec): 3 clusters Score: Raw -981252.417407 + Penalty 1754.303745 = -979498.113661 nChanged 25 SP:Iteration 59Q (7143.096461 sec): 3 clusters Score: Raw -981261.068288 + Penalty 1754.303745 = -979506.764542 nChanged 31 SP:Iteration 60F (7143.156457 sec): 3 clusters Score: Raw -981273.174347 + Penalty 1754.303745 = -979518.870602 nChanged 16 SP:Iteration 61Q (7143.215751 sec): 3 clusters Score: Raw -981278.179406 + Penalty 1754.303745 = -979523.875661 nChanged 13 SP:Iteration 62Q (7143.261336 sec): 3 clusters Score: Raw -981282.351103 + Penalty 1754.303745 = -979528.047358 nChanged 12 SP:Iteration 63Q (7143.313535 sec): 3 clusters Score: Raw -981286.546363 + Penalty 1754.303745 = -979532.242618 nChanged 9 SP:Iteration 64Q (7143.375919 sec): 3 clusters Score: Raw -981289.165115 + Penalty 1754.303745 = -979534.861370 nChanged 8 SP:Iteration 65Q (7143.437825 sec): 3 clusters Score: Raw -981292.097137 + Penalty 1754.303745 = -979537.793392 nChanged 6 SP:Iteration 66Q (7143.484187 sec): 3 clusters Score: Raw -981293.865054 + Penalty 1754.303745 = -979539.561309 nChanged 7 SP:Iteration 67Q (7143.543955 sec): 3 clusters Score: Raw -981296.163185 + Penalty 1754.303745 = -979541.859440 nChanged 10 SP:Iteration 68Q (7143.594461 sec): 3 clusters Score: Raw -981299.823424 + Penalty 1754.303745 = -979545.519679 nChanged 9 SP:Iteration 69Q (7143.661395 sec): 3 clusters Score: Raw -981302.439672 + Penalty 1754.303745 = -979548.135927 nChanged 9 SP:Iteration 70Q (7143.714165 sec): 3 clusters Score: Raw -981304.867797 + Penalty 1754.303745 = -979550.564051 nChanged 7 SP:Iteration 71Q (7143.771806 sec): 3 clusters Score: Raw -981307.746468 + Penalty 1754.303745 = -979553.442723 nChanged 5 SP:Iteration 72Q (7143.825542 sec): 3 clusters Score: Raw -981309.589887 + Penalty 1754.303745 = -979555.286142 nChanged 4 SP:Iteration 73Q (7143.884396 sec): 3 clusters Score: Raw -981311.172240 + Penalty 1754.303745 = -979556.868495 nChanged 4 SP:Iteration 74Q (7143.942567 sec): 3 clusters Score: Raw -981312.463181 + Penalty 1754.303745 = -979558.159435 nChanged 4 SP:Iteration 75Q (7144.000491 sec): 3 clusters Score: Raw -981313.662631 + Penalty 1754.303745 = -979559.358886 nChanged 4 SP:Iteration 76Q (7144.063275 sec): 3 clusters Score: Raw -981315.248211 + Penalty 1754.303745 = -979560.944466 nChanged 11 SP:Iteration 77Q (7144.109743 sec): 3 clusters Score: Raw -981319.453632 + Penalty 1754.303745 = -979565.149887 nChanged 6 SP:Iteration 78Q (7144.167610 sec): 3 clusters Score: Raw -981322.361543 + Penalty 1754.303745 = -979568.057798 nChanged 5 SP:Iteration 79Q (7144.225584 sec): 3 clusters Score: Raw -981324.682166 + Penalty 1754.303745 = -979570.378421 nChanged 8 SP:Iteration 80F (7144.276121 sec): 3 clusters Score: Raw -981327.881506 + Penalty 1754.303745 = -979573.577761 nChanged 6 SP:Iteration 81Q (7144.333913 sec): 3 clusters Score: Raw -981329.306482 + Penalty 1754.303745 = -979575.002737 nChanged 2 SP:Iteration 82Q (7144.391398 sec): 3 clusters Score: Raw -981329.785215 + Penalty 1754.303745 = -979575.481470 nChanged 1 SP:Iteration 83Q (7144.449517 sec): 3 clusters Score: Raw -981329.974687 + Penalty 1754.303745 = -979575.670941 nChanged 0 SP:Iteration 84F (7144.510719 sec): 3 clusters Score: Raw -981329.974687 + Penalty 1754.303745 = -979575.670941 nChanged 0 Trying to split cluster 40 (4164 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7144.539030 sec): 2 clusters Score: Raw -400022.317507 + Penalty 791.751986 = -399230.565522 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7144.588847 sec): 3 clusters Score: Raw -397773.806634 + Penalty 1583.503972 = -396190.302662 nChanged 1770 SP:Iteration 1F (7144.642717 sec): 3 clusters Score: Raw -398703.270595 + Penalty 1583.503972 = -397119.766623 nChanged 276 SP:Iteration 2F (7144.691677 sec): 3 clusters Score: Raw -398859.886615 + Penalty 1583.503972 = -397276.382644 nChanged 268 SP:Iteration 3F (7144.735741 sec): 3 clusters Score: Raw -399056.171699 + Penalty 1583.503972 = -397472.667727 nChanged 278 SP:Iteration 4F (7144.778480 sec): 3 clusters Score: Raw -399264.635857 + Penalty 1583.503972 = -397681.131885 nChanged 261 SP:Iteration 5F (7144.831398 sec): 3 clusters Score: Raw -399448.799259 + Penalty 1583.503972 = -397865.295288 nChanged 224 SP:Iteration 6F (7144.897612 sec): 3 clusters Score: Raw -399600.262679 + Penalty 1583.503972 = -398016.758708 nChanged 199 SP:Iteration 7Q (7144.940745 sec): 3 clusters Score: Raw -399736.884966 + Penalty 1583.503972 = -398153.380994 nChanged 153 SP:Iteration 8Q (7144.994561 sec): 3 clusters Score: Raw -399831.302997 + Penalty 1583.503972 = -398247.799025 nChanged 117 SP:Iteration 9Q (7145.047586 sec): 3 clusters Score: Raw -399893.996562 + Penalty 1583.503972 = -398310.492591 nChanged 87 SP:Iteration 10Q (7145.099192 sec): 3 clusters Score: Raw -399931.587520 + Penalty 1583.503972 = -398348.083549 nChanged 63 SP:Iteration 11Q (7145.153556 sec): 3 clusters Score: Raw -399954.531129 + Penalty 1583.503972 = -398371.027157 nChanged 41 SP:Iteration 12Q (7145.203038 sec): 3 clusters Score: Raw -399969.636974 + Penalty 1583.503972 = -398386.133003 nChanged 40 SP:Iteration 13Q (7145.255851 sec): 3 clusters Score: Raw -399986.001873 + Penalty 1583.503972 = -398402.497901 nChanged 42 SP:Iteration 14Q (7145.308290 sec): 3 clusters Score: Raw -400000.831562 + Penalty 1583.503972 = -398417.327590 nChanged 32 SP:Iteration 15Q (7145.356636 sec): 3 clusters Score: Raw -400012.114274 + Penalty 1583.503972 = -398428.610302 nChanged 28 SP:Iteration 16Q (7145.409839 sec): 3 clusters Score: Raw -400022.478691 + Penalty 1583.503972 = -398438.974720 nChanged 23 SP:Iteration 17Q (7145.450931 sec): 3 clusters Score: Raw -400027.868091 + Penalty 1583.503972 = -398444.364119 nChanged 21 SP:Iteration 18Q (7145.503181 sec): 3 clusters Score: Raw -400033.000973 + Penalty 1583.503972 = -398449.497001 nChanged 14 SP:Iteration 19Q (7145.555320 sec): 3 clusters Score: Raw -400036.418564 + Penalty 1583.503972 = -398452.914592 nChanged 8 SP:Iteration 20F (7145.607941 sec): 3 clusters Score: Raw -400037.941142 + Penalty 1583.503972 = -398454.437170 nChanged 10 SP:Iteration 21Q (7145.659847 sec): 3 clusters Score: Raw -400041.218853 + Penalty 1583.503972 = -398457.714881 nChanged 11 SP:Iteration 22Q (7145.702159 sec): 3 clusters Score: Raw -400044.039206 + Penalty 1583.503972 = -398460.535234 nChanged 16 SP:Iteration 23Q (7145.754367 sec): 3 clusters Score: Raw -400047.774132 + Penalty 1583.503972 = -398464.270160 nChanged 9 SP:Iteration 24Q (7145.804808 sec): 3 clusters Score: Raw -400050.449472 + Penalty 1583.503972 = -398466.945501 nChanged 12 SP:Iteration 25Q (7145.850546 sec): 3 clusters Score: Raw -400054.942579 + Penalty 1583.503972 = -398471.438608 nChanged 15 SP:Iteration 26Q (7145.910839 sec): 3 clusters Score: Raw -400059.601889 + Penalty 1583.503972 = -398476.097917 nChanged 17 SP:Iteration 27Q (7145.943863 sec): 3 clusters Score: Raw -400064.401230 + Penalty 1583.503972 = -398480.897258 nChanged 12 SP:Iteration 28Q (7146.001837 sec): 3 clusters Score: Raw -400066.940218 + Penalty 1583.503972 = -398483.436246 nChanged 10 SP:Iteration 29Q (7146.037365 sec): 3 clusters Score: Raw -400068.541321 + Penalty 1583.503972 = -398485.037350 nChanged 8 SP:Iteration 30Q (7146.088097 sec): 3 clusters Score: Raw -400069.919780 + Penalty 1583.503972 = -398486.415808 nChanged 7 SP:Iteration 31Q (7146.140755 sec): 3 clusters Score: Raw -400071.648629 + Penalty 1583.503972 = -398488.144658 nChanged 7 SP:Iteration 32Q (7146.189467 sec): 3 clusters Score: Raw -400073.210502 + Penalty 1583.503972 = -398489.706530 nChanged 5 SP:Iteration 33Q (7146.246203 sec): 3 clusters Score: Raw -400073.807803 + Penalty 1583.503972 = -398490.303831 nChanged 1 SP:Iteration 34Q (7146.297606 sec): 3 clusters Score: Raw -400074.007106 + Penalty 1583.503972 = -398490.503134 nChanged 0 SP:Iteration 35F (7146.348633 sec): 3 clusters Score: Raw -400074.007106 + Penalty 1583.503972 = -398490.503134 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7146.380800 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7146.437869 sec): 3 clusters Score: Raw -668128.206108 + Penalty 1684.516494 = -666443.689614 nChanged 3112 SP:Iteration 1F (7146.494758 sec): 3 clusters Score: Raw -669967.770898 + Penalty 1684.516494 = -668283.254404 nChanged 447 SP:Iteration 2F (7146.552057 sec): 3 clusters Score: Raw -670201.394238 + Penalty 1684.516494 = -668516.877743 nChanged 408 SP:Iteration 3F (7146.603062 sec): 3 clusters Score: Raw -670392.562554 + Penalty 1684.516494 = -668708.046060 nChanged 335 SP:Iteration 4Q (7146.659640 sec): 3 clusters Score: Raw -670523.328207 + Penalty 1684.516494 = -668838.811713 nChanged 299 SP:Iteration 5Q (7146.715931 sec): 3 clusters Score: Raw -670637.437169 + Penalty 1684.516494 = -668952.920675 nChanged 264 SP:Iteration 6Q (7146.772378 sec): 3 clusters Score: Raw -670732.635132 + Penalty 1684.516494 = -669048.118638 nChanged 249 SP:Iteration 7Q (7146.826034 sec): 3 clusters Score: Raw -670831.634846 + Penalty 1684.516494 = -669147.118351 nChanged 244 SP:Iteration 8Q (7146.882170 sec): 3 clusters Score: Raw -670931.908197 + Penalty 1684.516494 = -669247.391703 nChanged 235 SP:Iteration 9Q (7146.938512 sec): 3 clusters Score: Raw -671024.535805 + Penalty 1684.516494 = -669340.019311 nChanged 221 SP:Iteration 10Q (7146.994834 sec): 3 clusters Score: Raw -671116.900917 + Penalty 1684.516494 = -669432.384423 nChanged 217 SP:Iteration 11Q (7147.050844 sec): 3 clusters Score: Raw -671204.568734 + Penalty 1684.516494 = -669520.052240 nChanged 185 SP:Iteration 12Q (7147.118532 sec): 3 clusters Score: Raw -671283.581888 + Penalty 1684.516494 = -669599.065394 nChanged 183 SP:Iteration 13Q (7147.151888 sec): 3 clusters Score: Raw -671373.246544 + Penalty 1684.516494 = -669688.730050 nChanged 172 SP:Iteration 14Q (7147.208448 sec): 3 clusters Score: Raw -671463.294169 + Penalty 1684.516494 = -669778.777674 nChanged 163 SP:Iteration 15Q (7147.263885 sec): 3 clusters Score: Raw -671539.441694 + Penalty 1684.516494 = -669854.925200 nChanged 150 SP:Iteration 16Q (7147.319339 sec): 3 clusters Score: Raw -671604.628532 + Penalty 1684.516494 = -669920.112038 nChanged 138 SP:Iteration 17Q (7147.375147 sec): 3 clusters Score: Raw -671669.541240 + Penalty 1684.516494 = -669985.024746 nChanged 131 SP:Iteration 18Q (7147.413015 sec): 3 clusters Score: Raw -671722.762139 + Penalty 1684.516494 = -670038.245645 nChanged 120 SP:Iteration 19Q (7147.467279 sec): 3 clusters Score: Raw -671768.563105 + Penalty 1684.516494 = -670084.046611 nChanged 101 SP:Iteration 20F (7147.520833 sec): 3 clusters Score: Raw -671808.777172 + Penalty 1684.516494 = -670124.260678 nChanged 91 SP:Iteration 21Q (7147.575529 sec): 3 clusters Score: Raw -671846.716826 + Penalty 1684.516494 = -670162.200332 nChanged 83 SP:Iteration 22Q (7147.625399 sec): 3 clusters Score: Raw -671878.365271 + Penalty 1684.516494 = -670193.848777 nChanged 80 SP:Iteration 23Q (7147.674658 sec): 3 clusters Score: Raw -671910.764081 + Penalty 1684.516494 = -670226.247587 nChanged 71 SP:Iteration 24Q (7147.727742 sec): 3 clusters Score: Raw -671938.748406 + Penalty 1684.516494 = -670254.231912 nChanged 65 SP:Iteration 25Q (7147.774491 sec): 3 clusters Score: Raw -671965.020315 + Penalty 1684.516494 = -670280.503821 nChanged 64 SP:Iteration 26Q (7147.827537 sec): 3 clusters Score: Raw -671988.943566 + Penalty 1684.516494 = -670304.427071 nChanged 51 SP:Iteration 27Q (7147.882944 sec): 3 clusters Score: Raw -672008.878407 + Penalty 1684.516494 = -670324.361913 nChanged 54 SP:Iteration 28Q (7147.930247 sec): 3 clusters Score: Raw -672033.766230 + Penalty 1684.516494 = -670349.249736 nChanged 54 SP:Iteration 29Q (7147.983676 sec): 3 clusters Score: Raw -672061.244791 + Penalty 1684.516494 = -670376.728296 nChanged 59 SP:Iteration 30Q (7148.039021 sec): 3 clusters Score: Raw -672092.986386 + Penalty 1684.516494 = -670408.469892 nChanged 54 SP:Iteration 31Q (7148.086153 sec): 3 clusters Score: Raw -672116.108923 + Penalty 1684.516494 = -670431.592429 nChanged 49 SP:Iteration 32Q (7148.139323 sec): 3 clusters Score: Raw -672135.086511 + Penalty 1684.516494 = -670450.570016 nChanged 46 SP:Iteration 33Q (7148.194459 sec): 3 clusters Score: Raw -672153.806751 + Penalty 1684.516494 = -670469.290256 nChanged 36 SP:Iteration 34Q (7148.249878 sec): 3 clusters Score: Raw -672166.665978 + Penalty 1684.516494 = -670482.149484 nChanged 26 SP:Iteration 35Q (7148.294359 sec): 3 clusters Score: Raw -672175.989253 + Penalty 1684.516494 = -670491.472759 nChanged 20 SP:Iteration 36Q (7148.349288 sec): 3 clusters Score: Raw -672183.725086 + Penalty 1684.516494 = -670499.208592 nChanged 22 SP:Iteration 37Q (7148.408708 sec): 3 clusters Score: Raw -672192.695245 + Penalty 1684.516494 = -670508.178751 nChanged 25 SP:Iteration 38Q (7148.437636 sec): 3 clusters Score: Raw -672205.630876 + Penalty 1684.516494 = -670521.114382 nChanged 28 SP:Iteration 39Q (7148.494417 sec): 3 clusters Score: Raw -672221.952667 + Penalty 1684.516494 = -670537.436173 nChanged 26 SP:Iteration 40F (7148.545597 sec): 3 clusters Score: Raw -672232.500426 + Penalty 1684.516494 = -670547.983932 nChanged 23 SP:Iteration 41Q (7148.590885 sec): 3 clusters Score: Raw -672242.662768 + Penalty 1684.516494 = -670558.146273 nChanged 25 SP:Iteration 42Q (7148.644974 sec): 3 clusters Score: Raw -672255.202704 + Penalty 1684.516494 = -670570.686210 nChanged 28 SP:Iteration 43Q (7148.697683 sec): 3 clusters Score: Raw -672271.154850 + Penalty 1684.516494 = -670586.638355 nChanged 21 SP:Iteration 44Q (7148.755591 sec): 3 clusters Score: Raw -672284.339594 + Penalty 1684.516494 = -670599.823100 nChanged 20 SP:Iteration 45Q (7148.812823 sec): 3 clusters Score: Raw -672291.769607 + Penalty 1684.516494 = -670607.253113 nChanged 8 SP:Iteration 46Q (7148.863619 sec): 3 clusters Score: Raw -672295.084503 + Penalty 1684.516494 = -670610.568009 nChanged 12 SP:Iteration 47Q (7148.917331 sec): 3 clusters Score: Raw -672300.766830 + Penalty 1684.516494 = -670616.250336 nChanged 18 SP:Iteration 48Q (7148.972390 sec): 3 clusters Score: Raw -672307.397505 + Penalty 1684.516494 = -670622.881011 nChanged 10 SP:Iteration 49Q (7149.021234 sec): 3 clusters Score: Raw -672312.050605 + Penalty 1684.516494 = -670627.534110 nChanged 11 SP:Iteration 50Q (7149.075530 sec): 3 clusters Score: Raw -672316.481755 + Penalty 1684.516494 = -670631.965261 nChanged 11 SP:Iteration 51Q (7149.126873 sec): 3 clusters Score: Raw -672323.716417 + Penalty 1684.516494 = -670639.199923 nChanged 13 SP:Iteration 52Q (7149.181216 sec): 3 clusters Score: Raw -672330.990877 + Penalty 1684.516494 = -670646.474383 nChanged 13 SP:Iteration 53Q (7149.235943 sec): 3 clusters Score: Raw -672338.597853 + Penalty 1684.516494 = -670654.081359 nChanged 10 SP:Iteration 54Q (7149.302170 sec): 3 clusters Score: Raw -672342.985754 + Penalty 1684.516494 = -670658.469259 nChanged 8 SP:Iteration 55Q (7149.333161 sec): 3 clusters Score: Raw -672346.239178 + Penalty 1684.516494 = -670661.722684 nChanged 7 SP:Iteration 56Q (7149.387509 sec): 3 clusters Score: Raw -672348.868714 + Penalty 1684.516494 = -670664.352219 nChanged 4 SP:Iteration 57Q (7149.442960 sec): 3 clusters Score: Raw -672350.347664 + Penalty 1684.516494 = -670665.831170 nChanged 4 SP:Iteration 58Q (7149.485632 sec): 3 clusters Score: Raw -672351.767616 + Penalty 1684.516494 = -670667.251122 nChanged 3 SP:Iteration 59Q (7149.541387 sec): 3 clusters Score: Raw -672352.650159 + Penalty 1684.516494 = -670668.133665 nChanged 2 SP:Iteration 60F (7149.597986 sec): 3 clusters Score: Raw -672353.516567 + Penalty 1684.516494 = -670669.000073 nChanged 1 SP:Iteration 61Q (7149.652221 sec): 3 clusters Score: Raw -672353.959775 + Penalty 1684.516494 = -670669.443280 nChanged 0 SP:Iteration 62F (7149.708961 sec): 3 clusters Score: Raw -672353.959775 + Penalty 1684.516494 = -670669.443280 nChanged 0 Iteration 499Q (7159.459166 sec): 42 clusters Score: Raw -89568784.693558 + Penalty 53737.232514 = -89515047.461044 nChanged 13 Iteration 500F (7179.155501 sec): 42 clusters Score: Raw -89568784.879753 + Penalty 53737.232514 = -89515047.647239 nChanged 16 Iteration 501Q (7188.780757 sec): 42 clusters Score: Raw -89568785.067858 + Penalty 53737.232514 = -89515047.835344 nChanged 15 Iteration 502Q (7197.691296 sec): 42 clusters Score: Raw -89568785.267686 + Penalty 53737.232514 = -89515048.035172 nChanged 10 Iteration 503Q (7206.254099 sec): 42 clusters Score: Raw -89568785.320256 + Penalty 53737.232514 = -89515048.087742 nChanged 8 Iteration 504Q (7215.387854 sec): 42 clusters Score: Raw -89568785.446714 + Penalty 53737.232514 = -89515048.214200 nChanged 11 Iteration 505Q (7224.835826 sec): 42 clusters Score: Raw -89568785.608034 + Penalty 53737.232514 = -89515048.375520 nChanged 9 Iteration 506Q (7233.703072 sec): 42 clusters Score: Raw -89568785.672287 + Penalty 53737.232514 = -89515048.439773 nChanged 7 Iteration 507Q (7242.990234 sec): 42 clusters Score: Raw -89568785.718228 + Penalty 53737.232514 = -89515048.485714 nChanged 6 Iteration 508Q (7251.768628 sec): 42 clusters Score: Raw -89568785.769470 + Penalty 53737.232514 = -89515048.536956 nChanged 4 Iteration 509Q (7261.229852 sec): 42 clusters Score: Raw -89568785.784992 + Penalty 53737.232514 = -89515048.552478 nChanged 10 Iteration 510Q (7270.262655 sec): 42 clusters Score: Raw -89568785.839568 + Penalty 53737.232514 = -89515048.607054 nChanged 12 Iteration 511Q (7279.426088 sec): 42 clusters Score: Raw -89568786.026789 + Penalty 53737.232514 = -89515048.794275 nChanged 13 Iteration 512Q (7287.840251 sec): 42 clusters Score: Raw -89568786.410064 + Penalty 53737.232514 = -89515049.177550 nChanged 18 Iteration 513Q (7297.149082 sec): 42 clusters Score: Raw -89568786.644813 + Penalty 53737.232514 = -89515049.412299 nChanged 19 Iteration 514Q (7305.871246 sec): 42 clusters Score: Raw -89568786.780347 + Penalty 53737.232514 = -89515049.547833 nChanged 18 Iteration 515Q (7315.345680 sec): 42 clusters Score: Raw -89568786.912359 + Penalty 53737.232514 = -89515049.679845 nChanged 13 Iteration 516Q (7323.925574 sec): 42 clusters Score: Raw -89568786.994192 + Penalty 53737.232514 = -89515049.761678 nChanged 6 Iteration 517Q (7333.282673 sec): 42 clusters Score: Raw -89568787.018854 + Penalty 53737.232514 = -89515049.786340 nChanged 10 Iteration 518Q (7342.066921 sec): 42 clusters Score: Raw -89568787.092337 + Penalty 53737.232514 = -89515049.859823 nChanged 15 Iteration 519Q (7351.109472 sec): 42 clusters Score: Raw -89568787.160996 + Penalty 53737.232514 = -89515049.928482 nChanged 15 Iteration 520F (7370.537735 sec): 42 clusters Score: Raw -89568787.274727 + Penalty 53737.232514 = -89515050.042213 nChanged 15 Iteration 521Q (7379.870017 sec): 42 clusters Score: Raw -89568787.342589 + Penalty 53737.232514 = -89515050.110075 nChanged 8 Iteration 522Q (7388.944022 sec): 42 clusters Score: Raw -89568787.396027 + Penalty 53737.232514 = -89515050.163513 nChanged 9 Iteration 523Q (7397.638427 sec): 42 clusters Score: Raw -89568787.457520 + Penalty 53737.232514 = -89515050.225006 nChanged 21 Iteration 524Q (7406.966030 sec): 42 clusters Score: Raw -89568787.608737 + Penalty 53737.232514 = -89515050.376223 nChanged 20 Iteration 525Q (7416.476102 sec): 42 clusters Score: Raw -89568787.789600 + Penalty 53737.232514 = -89515050.557086 nChanged 15 Iteration 526Q (7426.032128 sec): 42 clusters Score: Raw -89568787.865979 + Penalty 53737.232514 = -89515050.633465 nChanged 12 Iteration 527Q (7435.657942 sec): 42 clusters Score: Raw -89568787.928082 + Penalty 53737.232514 = -89515050.695568 nChanged 17 Iteration 528Q (7445.239127 sec): 42 clusters Score: Raw -89568788.046275 + Penalty 53737.232514 = -89515050.813761 nChanged 17 Iteration 529Q (7454.770291 sec): 42 clusters Score: Raw -89568788.214461 + Penalty 53737.232514 = -89515050.981947 nChanged 18 Iteration 530Q (7464.378786 sec): 42 clusters Score: Raw -89568788.403519 + Penalty 53737.232514 = -89515051.171005 nChanged 10 Iteration 531Q (7473.611209 sec): 42 clusters Score: Raw -89568788.539353 + Penalty 53737.232514 = -89515051.306839 nChanged 7 Iteration 532Q (7482.812751 sec): 42 clusters Score: Raw -89568788.719889 + Penalty 53737.232514 = -89515051.487375 nChanged 10 Iteration 533Q (7491.918271 sec): 42 clusters Score: Raw -89568788.957940 + Penalty 53737.232514 = -89515051.725426 nChanged 11 Iteration 534Q (7501.029271 sec): 42 clusters Score: Raw -89568789.059661 + Penalty 53737.232514 = -89515051.827147 nChanged 8 Iteration 535Q (7510.310207 sec): 42 clusters Score: Raw -89568789.087917 + Penalty 53737.232514 = -89515051.855403 nChanged 7 Iteration 536Q (7519.611393 sec): 42 clusters Score: Raw -89568789.143950 + Penalty 53737.232514 = -89515051.911436 nChanged 9 Iteration 537Q (7529.059795 sec): 42 clusters Score: Raw -89568789.219593 + Penalty 53737.232514 = -89515051.987079 nChanged 16 Iteration 538Q (7538.743199 sec): 42 clusters Score: Raw -89568789.325157 + Penalty 53737.232514 = -89515052.092643 nChanged 19 Writing temp clu file Because OldScore, -89515051.987079, is greater than current (better) Score,-89515052.092643 Compute initial score before splitting: Score: Raw -89568789.325157 + Penalty 53737.232514 = -89515052.092643 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7539.062718 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7539.111545 sec): 3 clusters Score: Raw -95055.566725 + Penalty 1299.906941 = -93755.659785 nChanged 311 SP:Iteration 1F (7539.148921 sec): 3 clusters Score: Raw -95258.102389 + Penalty 1299.906941 = -93958.195448 nChanged 67 SP:Iteration 2F (7539.195119 sec): 3 clusters Score: Raw -95308.746898 + Penalty 1299.906941 = -94008.839957 nChanged 38 SP:Iteration 3Q (7539.250725 sec): 3 clusters Score: Raw -95331.695632 + Penalty 1299.906941 = -94031.788691 nChanged 23 SP:Iteration 4Q (7539.297189 sec): 3 clusters Score: Raw -95349.691932 + Penalty 1299.906941 = -94049.784992 nChanged 19 SP:Iteration 5Q (7539.331798 sec): 3 clusters Score: Raw -95363.875778 + Penalty 1299.906941 = -94063.968838 nChanged 17 SP:Iteration 6Q (7539.379554 sec): 3 clusters Score: Raw -95375.954542 + Penalty 1299.906941 = -94076.047601 nChanged 13 SP:Iteration 7Q (7539.428442 sec): 3 clusters Score: Raw -95386.063477 + Penalty 1299.906941 = -94086.156536 nChanged 12 SP:Iteration 8Q (7539.477049 sec): 3 clusters Score: Raw -95396.690219 + Penalty 1299.906941 = -94096.783279 nChanged 14 SP:Iteration 9Q (7539.526390 sec): 3 clusters Score: Raw -95407.057362 + Penalty 1299.906941 = -94107.150422 nChanged 17 SP:Iteration 10Q (7539.578021 sec): 3 clusters Score: Raw -95418.697862 + Penalty 1299.906941 = -94118.790922 nChanged 10 SP:Iteration 11Q (7539.627674 sec): 3 clusters Score: Raw -95424.710990 + Penalty 1299.906941 = -94124.804049 nChanged 7 SP:Iteration 12Q (7539.675024 sec): 3 clusters Score: Raw -95427.754827 + Penalty 1299.906941 = -94127.847887 nChanged 2 SP:Iteration 13Q (7539.722436 sec): 3 clusters Score: Raw -95428.956500 + Penalty 1299.906941 = -94129.049560 nChanged 3 SP:Iteration 14Q (7539.761309 sec): 3 clusters Score: Raw -95431.631127 + Penalty 1299.906941 = -94131.724186 nChanged 4 SP:Iteration 15Q (7539.810595 sec): 3 clusters Score: Raw -95435.826434 + Penalty 1299.906941 = -94135.919493 nChanged 10 SP:Iteration 16Q (7539.859675 sec): 3 clusters Score: Raw -95443.339454 + Penalty 1299.906941 = -94143.432513 nChanged 7 SP:Iteration 17Q (7539.908446 sec): 3 clusters Score: Raw -95448.478960 + Penalty 1299.906941 = -94148.572019 nChanged 9 SP:Iteration 18Q (7539.958301 sec): 3 clusters Score: Raw -95454.107139 + Penalty 1299.906941 = -94154.200199 nChanged 5 SP:Iteration 19Q (7540.000404 sec): 3 clusters Score: Raw -95457.884229 + Penalty 1299.906941 = -94157.977288 nChanged 4 SP:Iteration 20F (7540.042942 sec): 3 clusters Score: Raw -95459.727795 + Penalty 1299.906941 = -94159.820855 nChanged 4 SP:Iteration 21Q (7540.091678 sec): 3 clusters Score: Raw -95463.743426 + Penalty 1299.906941 = -94163.836486 nChanged 4 SP:Iteration 22Q (7540.138179 sec): 3 clusters Score: Raw -95465.303404 + Penalty 1299.906941 = -94165.396464 nChanged 1 SP:Iteration 23Q (7540.185137 sec): 3 clusters Score: Raw -95465.888352 + Penalty 1299.906941 = -94165.981412 nChanged 0 SP:Iteration 24F (7540.231248 sec): 3 clusters Score: Raw -95465.888352 + Penalty 1299.906941 = -94165.981412 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7540.268848 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7540.320350 sec): 3 clusters Score: Raw -388904.112910 + Penalty 1587.611508 = -387316.501402 nChanged 1744 SP:Iteration 1F (7540.364481 sec): 3 clusters Score: Raw -389823.808215 + Penalty 1587.611508 = -388236.196707 nChanged 319 SP:Iteration 2F (7540.417779 sec): 3 clusters Score: Raw -390001.739959 + Penalty 1587.611508 = -388414.128451 nChanged 273 SP:Iteration 3F (7540.471128 sec): 3 clusters Score: Raw -390150.516680 + Penalty 1587.611508 = -388562.905172 nChanged 236 SP:Iteration 4F (7540.523364 sec): 3 clusters Score: Raw -390303.342463 + Penalty 1587.611508 = -388715.730956 nChanged 250 SP:Iteration 5F (7540.579183 sec): 3 clusters Score: Raw -390487.893610 + Penalty 1587.611508 = -388900.282102 nChanged 256 SP:Iteration 6F (7540.628649 sec): 3 clusters Score: Raw -390687.678596 + Penalty 1587.611508 = -389100.067089 nChanged 241 SP:Iteration 7F (7540.681087 sec): 3 clusters Score: Raw -390892.399577 + Penalty 1587.611508 = -389304.788069 nChanged 203 SP:Iteration 8Q (7540.733367 sec): 3 clusters Score: Raw -391061.778770 + Penalty 1587.611508 = -389474.167263 nChanged 137 SP:Iteration 9Q (7540.784052 sec): 3 clusters Score: Raw -391167.458638 + Penalty 1587.611508 = -389579.847130 nChanged 84 SP:Iteration 10Q (7540.837600 sec): 3 clusters Score: Raw -391245.405833 + Penalty 1587.611508 = -389657.794325 nChanged 69 SP:Iteration 11Q (7540.891162 sec): 3 clusters Score: Raw -391300.358575 + Penalty 1587.611508 = -389712.747067 nChanged 53 SP:Iteration 12Q (7540.932751 sec): 3 clusters Score: Raw -391336.815537 + Penalty 1587.611508 = -389749.204029 nChanged 40 SP:Iteration 13Q (7540.991529 sec): 3 clusters Score: Raw -391363.346828 + Penalty 1587.611508 = -389775.735320 nChanged 28 SP:Iteration 14Q (7541.028629 sec): 3 clusters Score: Raw -391375.845659 + Penalty 1587.611508 = -389788.234151 nChanged 19 SP:Iteration 15Q (7541.073923 sec): 3 clusters Score: Raw -391385.139680 + Penalty 1587.611508 = -389797.528172 nChanged 16 SP:Iteration 16Q (7541.123141 sec): 3 clusters Score: Raw -391390.788161 + Penalty 1587.611508 = -389803.176653 nChanged 13 SP:Iteration 17Q (7541.170518 sec): 3 clusters Score: Raw -391394.475826 + Penalty 1587.611508 = -389806.864319 nChanged 7 SP:Iteration 18Q (7541.220074 sec): 3 clusters Score: Raw -391399.030911 + Penalty 1587.611508 = -389811.419403 nChanged 7 SP:Iteration 19Q (7541.271421 sec): 3 clusters Score: Raw -391403.013456 + Penalty 1587.611508 = -389815.401949 nChanged 8 SP:Iteration 20F (7541.323749 sec): 3 clusters Score: Raw -391408.085467 + Penalty 1587.611508 = -389820.473959 nChanged 8 SP:Iteration 21Q (7541.373264 sec): 3 clusters Score: Raw -391412.151453 + Penalty 1587.611508 = -389824.539946 nChanged 10 SP:Iteration 22Q (7541.422712 sec): 3 clusters Score: Raw -391416.037111 + Penalty 1587.611508 = -389828.425604 nChanged 9 SP:Iteration 23Q (7541.475240 sec): 3 clusters Score: Raw -391418.970180 + Penalty 1587.611508 = -389831.358673 nChanged 5 SP:Iteration 24Q (7541.525815 sec): 3 clusters Score: Raw -391420.082677 + Penalty 1587.611508 = -389832.471169 nChanged 2 SP:Iteration 25Q (7541.590311 sec): 3 clusters Score: Raw -391420.598846 + Penalty 1587.611508 = -389832.987338 nChanged 1 SP:Iteration 26Q (7541.629586 sec): 3 clusters Score: Raw -391421.245256 + Penalty 1587.611508 = -389833.633748 nChanged 3 SP:Iteration 27Q (7541.682335 sec): 3 clusters Score: Raw -391422.420500 + Penalty 1587.611508 = -389834.808992 nChanged 3 SP:Iteration 28Q (7541.736795 sec): 3 clusters Score: Raw -391425.559182 + Penalty 1587.611508 = -389837.947675 nChanged 8 SP:Iteration 29Q (7541.789020 sec): 3 clusters Score: Raw -391434.360797 + Penalty 1587.611508 = -389846.749289 nChanged 16 SP:Iteration 30Q (7541.841582 sec): 3 clusters Score: Raw -391443.437623 + Penalty 1587.611508 = -389855.826115 nChanged 19 SP:Iteration 31Q (7541.892902 sec): 3 clusters Score: Raw -391451.131454 + Penalty 1587.611508 = -389863.519946 nChanged 12 SP:Iteration 32Q (7541.955222 sec): 3 clusters Score: Raw -391456.190777 + Penalty 1587.611508 = -389868.579269 nChanged 12 SP:Iteration 33Q (7541.997766 sec): 3 clusters Score: Raw -391461.062190 + Penalty 1587.611508 = -389873.450682 nChanged 12 SP:Iteration 34Q (7542.049695 sec): 3 clusters Score: Raw -391467.331657 + Penalty 1587.611508 = -389879.720149 nChanged 11 SP:Iteration 35Q (7542.089801 sec): 3 clusters Score: Raw -391473.341715 + Penalty 1587.611508 = -389885.730207 nChanged 10 SP:Iteration 36Q (7542.144154 sec): 3 clusters Score: Raw -391477.598729 + Penalty 1587.611508 = -389889.987221 nChanged 8 SP:Iteration 37Q (7542.186668 sec): 3 clusters Score: Raw -391480.141047 + Penalty 1587.611508 = -389892.529539 nChanged 7 SP:Iteration 38Q (7542.239260 sec): 3 clusters Score: Raw -391482.999960 + Penalty 1587.611508 = -389895.388453 nChanged 7 SP:Iteration 39Q (7542.290888 sec): 3 clusters Score: Raw -391485.610475 + Penalty 1587.611508 = -389897.998967 nChanged 6 SP:Iteration 40F (7542.344115 sec): 3 clusters Score: Raw -391488.476330 + Penalty 1587.611508 = -389900.864822 nChanged 11 SP:Iteration 41Q (7542.398691 sec): 3 clusters Score: Raw -391492.169925 + Penalty 1587.611508 = -389904.558417 nChanged 6 SP:Iteration 42Q (7542.450300 sec): 3 clusters Score: Raw -391495.608927 + Penalty 1587.611508 = -389907.997420 nChanged 6 SP:Iteration 43Q (7542.500197 sec): 3 clusters Score: Raw -391497.942400 + Penalty 1587.611508 = -389910.330892 nChanged 4 SP:Iteration 44Q (7542.546644 sec): 3 clusters Score: Raw -391498.834821 + Penalty 1587.611508 = -389911.223313 nChanged 4 SP:Iteration 45Q (7542.583989 sec): 3 clusters Score: Raw -391499.658018 + Penalty 1587.611508 = -389912.046510 nChanged 4 SP:Iteration 46Q (7542.641020 sec): 3 clusters Score: Raw -391500.431868 + Penalty 1587.611508 = -389912.820361 nChanged 1 SP:Iteration 47Q (7542.682203 sec): 3 clusters Score: Raw -391500.545681 + Penalty 1587.611508 = -389912.934173 nChanged 0 SP:Iteration 48F (7542.727592 sec): 3 clusters Score: Raw -391500.545681 + Penalty 1587.611508 = -389912.934173 nChanged 0 Trying to split cluster 3 (49277 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7542.809588 sec): 2 clusters Score: Raw -4379201.784523 + Penalty 1026.495208 = -4378175.289315 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7542.906132 sec): 3 clusters Score: Raw -4347348.094762 + Penalty 2052.990417 = -4345295.104345 nChanged 23326 SP:Iteration 1F (7543.003099 sec): 3 clusters Score: Raw -4361461.968448 + Penalty 2052.990417 = -4359408.978032 nChanged 2653 SP:Iteration 2F (7543.109593 sec): 3 clusters Score: Raw -4362636.452343 + Penalty 2052.990417 = -4360583.461926 nChanged 2889 SP:Iteration 3F (7543.215935 sec): 3 clusters Score: Raw -4364195.640727 + Penalty 2052.990417 = -4362142.650310 nChanged 3114 SP:Iteration 4F (7543.323497 sec): 3 clusters Score: Raw -4366129.419018 + Penalty 2052.990417 = -4364076.428602 nChanged 3125 SP:Iteration 5F (7543.428029 sec): 3 clusters Score: Raw -4368379.951860 + Penalty 2052.990417 = -4366326.961444 nChanged 3035 SP:Iteration 6F (7543.525523 sec): 3 clusters Score: Raw -4370786.376161 + Penalty 2052.990417 = -4368733.385745 nChanged 2617 SP:Iteration 7F (7543.625850 sec): 3 clusters Score: Raw -4372801.703330 + Penalty 2052.990417 = -4370748.712913 nChanged 2068 SP:Iteration 8Q (7543.728574 sec): 3 clusters Score: Raw -4374227.638694 + Penalty 2052.990417 = -4372174.648278 nChanged 1499 SP:Iteration 9Q (7543.830379 sec): 3 clusters Score: Raw -4375174.120548 + Penalty 2052.990417 = -4373121.130132 nChanged 1215 SP:Iteration 10Q (7543.935136 sec): 3 clusters Score: Raw -4375877.467493 + Penalty 2052.990417 = -4373824.477076 nChanged 1003 SP:Iteration 11Q (7544.055152 sec): 3 clusters Score: Raw -4376420.447901 + Penalty 2052.990417 = -4374367.457484 nChanged 858 SP:Iteration 12Q (7544.161819 sec): 3 clusters Score: Raw -4376868.316780 + Penalty 2052.990417 = -4374815.326363 nChanged 768 SP:Iteration 13Q (7544.270884 sec): 3 clusters Score: Raw -4377258.080855 + Penalty 2052.990417 = -4375205.090438 nChanged 720 SP:Iteration 14Q (7544.377353 sec): 3 clusters Score: Raw -4377640.016541 + Penalty 2052.990417 = -4375587.026124 nChanged 681 SP:Iteration 15Q (7544.482740 sec): 3 clusters Score: Raw -4377997.999249 + Penalty 2052.990417 = -4375945.008832 nChanged 602 SP:Iteration 16Q (7544.547451 sec): 3 clusters Score: Raw -4378301.707447 + Penalty 2052.990417 = -4376248.717030 nChanged 531 SP:Iteration 17Q (7544.614231 sec): 3 clusters Score: Raw -4378559.074236 + Penalty 2052.990417 = -4376506.083819 nChanged 439 SP:Iteration 18Q (7544.681097 sec): 3 clusters Score: Raw -4378763.875905 + Penalty 2052.990417 = -4376710.885488 nChanged 356 SP:Iteration 19Q (7544.759986 sec): 3 clusters Score: Raw -4378926.394604 + Penalty 2052.990417 = -4376873.404187 nChanged 284 SP:Iteration 20F (7544.835686 sec): 3 clusters Score: Raw -4379036.139116 + Penalty 2052.990417 = -4376983.148700 nChanged 223 SP:Iteration 21Q (7544.900685 sec): 3 clusters Score: Raw -4379119.889765 + Penalty 2052.990417 = -4377066.899348 nChanged 173 SP:Iteration 22Q (7544.965508 sec): 3 clusters Score: Raw -4379182.328573 + Penalty 2052.990417 = -4377129.338157 nChanged 137 SP:Iteration 23Q (7545.042758 sec): 3 clusters Score: Raw -4379230.347847 + Penalty 2052.990417 = -4377177.357431 nChanged 104 SP:Iteration 24Q (7545.145482 sec): 3 clusters Score: Raw -4379263.146367 + Penalty 2052.990417 = -4377210.155950 nChanged 85 SP:Iteration 25Q (7545.245607 sec): 3 clusters Score: Raw -4379294.068186 + Penalty 2052.990417 = -4377241.077769 nChanged 89 SP:Iteration 26Q (7545.347238 sec): 3 clusters Score: Raw -4379326.468167 + Penalty 2052.990417 = -4377273.477750 nChanged 93 SP:Iteration 27Q (7545.448644 sec): 3 clusters Score: Raw -4379362.272594 + Penalty 2052.990417 = -4377309.282177 nChanged 85 SP:Iteration 28Q (7545.548368 sec): 3 clusters Score: Raw -4379389.569358 + Penalty 2052.990417 = -4377336.578941 nChanged 54 SP:Iteration 29Q (7545.649229 sec): 3 clusters Score: Raw -4379409.483055 + Penalty 2052.990417 = -4377356.492638 nChanged 59 SP:Iteration 30Q (7545.750500 sec): 3 clusters Score: Raw -4379431.863222 + Penalty 2052.990417 = -4377378.872806 nChanged 44 SP:Iteration 31Q (7545.841964 sec): 3 clusters Score: Raw -4379450.614401 + Penalty 2052.990417 = -4377397.623984 nChanged 33 SP:Iteration 32Q (7545.943148 sec): 3 clusters Score: Raw -4379463.437885 + Penalty 2052.990417 = -4377410.447469 nChanged 32 SP:Iteration 33Q (7546.042394 sec): 3 clusters Score: Raw -4379477.583810 + Penalty 2052.990417 = -4377424.593393 nChanged 30 SP:Iteration 34Q (7546.141080 sec): 3 clusters Score: Raw -4379491.261131 + Penalty 2052.990417 = -4377438.270714 nChanged 30 SP:Iteration 35Q (7546.240525 sec): 3 clusters Score: Raw -4379506.401152 + Penalty 2052.990417 = -4377453.410735 nChanged 27 SP:Iteration 36Q (7546.325235 sec): 3 clusters Score: Raw -4379518.156742 + Penalty 2052.990417 = -4377465.166326 nChanged 28 SP:Iteration 37Q (7546.419393 sec): 3 clusters Score: Raw -4379530.388732 + Penalty 2052.990417 = -4377477.398315 nChanged 23 SP:Iteration 38Q (7546.513597 sec): 3 clusters Score: Raw -4379539.904091 + Penalty 2052.990417 = -4377486.913675 nChanged 16 SP:Iteration 39Q (7546.610561 sec): 3 clusters Score: Raw -4379548.784067 + Penalty 2052.990417 = -4377495.793651 nChanged 16 SP:Iteration 40F (7546.709225 sec): 3 clusters Score: Raw -4379558.465070 + Penalty 2052.990417 = -4377505.474653 nChanged 17 SP:Iteration 41Q (7546.808052 sec): 3 clusters Score: Raw -4379567.687867 + Penalty 2052.990417 = -4377514.697450 nChanged 17 SP:Iteration 42Q (7546.900987 sec): 3 clusters Score: Raw -4379578.176417 + Penalty 2052.990417 = -4377525.186001 nChanged 13 SP:Iteration 43Q (7547.015230 sec): 3 clusters Score: Raw -4379584.836798 + Penalty 2052.990417 = -4377531.846381 nChanged 11 SP:Iteration 44Q (7547.111491 sec): 3 clusters Score: Raw -4379590.760873 + Penalty 2052.990417 = -4377537.770456 nChanged 7 SP:Iteration 45Q (7547.207834 sec): 3 clusters Score: Raw -4379594.331463 + Penalty 2052.990417 = -4377541.341046 nChanged 10 SP:Iteration 46Q (7547.313648 sec): 3 clusters Score: Raw -4379598.415244 + Penalty 2052.990417 = -4377545.424827 nChanged 6 SP:Iteration 47Q (7547.413636 sec): 3 clusters Score: Raw -4379601.553035 + Penalty 2052.990417 = -4377548.562618 nChanged 4 SP:Iteration 48Q (7547.500299 sec): 3 clusters Score: Raw -4379603.103685 + Penalty 2052.990417 = -4377550.113268 nChanged 2 SP:Iteration 49Q (7547.587321 sec): 3 clusters Score: Raw -4379603.648440 + Penalty 2052.990417 = -4377550.658024 nChanged 1 SP:Iteration 50Q (7547.677407 sec): 3 clusters Score: Raw -4379603.728935 + Penalty 2052.990417 = -4377550.738518 nChanged 0 SP:Iteration 51F (7547.791724 sec): 3 clusters Score: Raw -4379603.728935 + Penalty 2052.990417 = -4377550.738518 nChanged 0 Trying to split cluster 4 (18885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7547.823647 sec): 2 clusters Score: Raw -1808427.658426 + Penalty 935.381707 = -1807492.276718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7547.898319 sec): 3 clusters Score: Raw -1796788.407902 + Penalty 1870.763415 = -1794917.644488 nChanged 8653 SP:Iteration 1F (7547.962512 sec): 3 clusters Score: Raw -1801646.873406 + Penalty 1870.763415 = -1799776.109991 nChanged 760 SP:Iteration 2Q (7548.035274 sec): 3 clusters Score: Raw -1801892.022013 + Penalty 1870.763415 = -1800021.258598 nChanged 756 SP:Iteration 3Q (7548.108155 sec): 3 clusters Score: Raw -1802166.764957 + Penalty 1870.763415 = -1800296.001542 nChanged 822 SP:Iteration 4Q (7548.179678 sec): 3 clusters Score: Raw -1802475.741444 + Penalty 1870.763415 = -1800604.978030 nChanged 807 SP:Iteration 5Q (7548.245008 sec): 3 clusters Score: Raw -1802780.012821 + Penalty 1870.763415 = -1800909.249407 nChanged 814 SP:Iteration 6Q (7548.318471 sec): 3 clusters Score: Raw -1803073.829555 + Penalty 1870.763415 = -1801203.066140 nChanged 774 SP:Iteration 7Q (7548.388511 sec): 3 clusters Score: Raw -1803371.393693 + Penalty 1870.763415 = -1801500.630278 nChanged 739 SP:Iteration 8Q (7548.458781 sec): 3 clusters Score: Raw -1803702.816823 + Penalty 1870.763415 = -1801832.053408 nChanged 813 SP:Iteration 9Q (7548.538281 sec): 3 clusters Score: Raw -1804127.025180 + Penalty 1870.763415 = -1802256.261765 nChanged 886 SP:Iteration 10Q (7548.614817 sec): 3 clusters Score: Raw -1804633.890700 + Penalty 1870.763415 = -1802763.127286 nChanged 901 SP:Iteration 11Q (7548.688096 sec): 3 clusters Score: Raw -1805170.098036 + Penalty 1870.763415 = -1803299.334621 nChanged 865 SP:Iteration 12Q (7548.750885 sec): 3 clusters Score: Raw -1805638.924888 + Penalty 1870.763415 = -1803768.161473 nChanged 708 SP:Iteration 13Q (7548.823041 sec): 3 clusters Score: Raw -1805934.489976 + Penalty 1870.763415 = -1804063.726561 nChanged 514 SP:Iteration 14Q (7548.885654 sec): 3 clusters Score: Raw -1806114.899036 + Penalty 1870.763415 = -1804244.135622 nChanged 402 SP:Iteration 15Q (7548.949299 sec): 3 clusters Score: Raw -1806246.430051 + Penalty 1870.763415 = -1804375.666636 nChanged 320 SP:Iteration 16Q (7549.016647 sec): 3 clusters Score: Raw -1806357.605728 + Penalty 1870.763415 = -1804486.842313 nChanged 315 SP:Iteration 17Q (7549.084366 sec): 3 clusters Score: Raw -1806475.988038 + Penalty 1870.763415 = -1804605.224623 nChanged 343 SP:Iteration 18Q (7549.151161 sec): 3 clusters Score: Raw -1806595.847377 + Penalty 1870.763415 = -1804725.083962 nChanged 298 SP:Iteration 19Q (7549.227894 sec): 3 clusters Score: Raw -1806703.952885 + Penalty 1870.763415 = -1804833.189470 nChanged 290 SP:Iteration 20F (7549.289753 sec): 3 clusters Score: Raw -1806807.908743 + Penalty 1870.763415 = -1804937.145329 nChanged 289 SP:Iteration 21Q (7549.359998 sec): 3 clusters Score: Raw -1806901.005581 + Penalty 1870.763415 = -1805030.242167 nChanged 269 SP:Iteration 22Q (7549.429694 sec): 3 clusters Score: Raw -1806985.336671 + Penalty 1870.763415 = -1805114.573256 nChanged 253 SP:Iteration 23Q (7549.498782 sec): 3 clusters Score: Raw -1807068.580774 + Penalty 1870.763415 = -1805197.817359 nChanged 241 SP:Iteration 24Q (7549.566432 sec): 3 clusters Score: Raw -1807139.444049 + Penalty 1870.763415 = -1805268.680634 nChanged 207 SP:Iteration 25Q (7549.634376 sec): 3 clusters Score: Raw -1807191.160967 + Penalty 1870.763415 = -1805320.397553 nChanged 180 SP:Iteration 26Q (7549.700597 sec): 3 clusters Score: Raw -1807231.747892 + Penalty 1870.763415 = -1805360.984477 nChanged 152 SP:Iteration 27Q (7549.769429 sec): 3 clusters Score: Raw -1807268.585253 + Penalty 1870.763415 = -1805397.821839 nChanged 141 SP:Iteration 28Q (7549.833605 sec): 3 clusters Score: Raw -1807305.622588 + Penalty 1870.763415 = -1805434.859173 nChanged 141 SP:Iteration 29Q (7549.900894 sec): 3 clusters Score: Raw -1807341.333231 + Penalty 1870.763415 = -1805470.569817 nChanged 146 SP:Iteration 30Q (7549.968360 sec): 3 clusters Score: Raw -1807380.638496 + Penalty 1870.763415 = -1805509.875081 nChanged 142 SP:Iteration 31Q (7550.037636 sec): 3 clusters Score: Raw -1807423.891585 + Penalty 1870.763415 = -1805553.128170 nChanged 149 SP:Iteration 32Q (7550.102463 sec): 3 clusters Score: Raw -1807470.823268 + Penalty 1870.763415 = -1805600.059854 nChanged 157 SP:Iteration 33Q (7550.172296 sec): 3 clusters Score: Raw -1807525.346581 + Penalty 1870.763415 = -1805654.583167 nChanged 159 SP:Iteration 34Q (7550.238322 sec): 3 clusters Score: Raw -1807581.967731 + Penalty 1870.763415 = -1805711.204316 nChanged 173 SP:Iteration 35Q (7550.300137 sec): 3 clusters Score: Raw -1807643.199548 + Penalty 1870.763415 = -1805772.436134 nChanged 182 SP:Iteration 36Q (7550.370332 sec): 3 clusters Score: Raw -1807710.090026 + Penalty 1870.763415 = -1805839.326611 nChanged 184 SP:Iteration 37Q (7550.426162 sec): 3 clusters Score: Raw -1807772.707403 + Penalty 1870.763415 = -1805901.943989 nChanged 168 SP:Iteration 38Q (7550.506622 sec): 3 clusters Score: Raw -1807821.578393 + Penalty 1870.763415 = -1805950.814978 nChanged 137 SP:Iteration 39Q (7550.566377 sec): 3 clusters Score: Raw -1807859.138213 + Penalty 1870.763415 = -1805988.374799 nChanged 123 SP:Iteration 40F (7550.641975 sec): 3 clusters Score: Raw -1807892.750530 + Penalty 1870.763415 = -1806021.987115 nChanged 125 SP:Iteration 41Q (7550.698110 sec): 3 clusters Score: Raw -1807921.226239 + Penalty 1870.763415 = -1806050.462824 nChanged 120 SP:Iteration 42Q (7550.762953 sec): 3 clusters Score: Raw -1807948.706277 + Penalty 1870.763415 = -1806077.942862 nChanged 110 SP:Iteration 43Q (7550.828266 sec): 3 clusters Score: Raw -1807972.485635 + Penalty 1870.763415 = -1806101.722221 nChanged 103 SP:Iteration 44Q (7550.896351 sec): 3 clusters Score: Raw -1807993.515158 + Penalty 1870.763415 = -1806122.751743 nChanged 82 SP:Iteration 45Q (7550.959233 sec): 3 clusters Score: Raw -1808012.473947 + Penalty 1870.763415 = -1806141.710532 nChanged 84 SP:Iteration 46Q (7551.037786 sec): 3 clusters Score: Raw -1808029.931366 + Penalty 1870.763415 = -1806159.167951 nChanged 86 SP:Iteration 47Q (7551.105857 sec): 3 clusters Score: Raw -1808046.624295 + Penalty 1870.763415 = -1806175.860880 nChanged 84 SP:Iteration 48Q (7551.175380 sec): 3 clusters Score: Raw -1808065.925961 + Penalty 1870.763415 = -1806195.162546 nChanged 91 SP:Iteration 49Q (7551.245671 sec): 3 clusters Score: Raw -1808086.301725 + Penalty 1870.763415 = -1806215.538310 nChanged 88 SP:Iteration 50Q (7551.314975 sec): 3 clusters Score: Raw -1808107.558892 + Penalty 1870.763415 = -1806236.795477 nChanged 81 SP:Iteration 51Q (7551.380130 sec): 3 clusters Score: Raw -1808130.069166 + Penalty 1870.763415 = -1806259.305751 nChanged 98 SP:Iteration 52Q (7551.446911 sec): 3 clusters Score: Raw -1808158.214447 + Penalty 1870.763415 = -1806287.451033 nChanged 99 SP:Iteration 53Q (7551.513311 sec): 3 clusters Score: Raw -1808180.713563 + Penalty 1870.763415 = -1806309.950149 nChanged 74 SP:Iteration 54Q (7551.570861 sec): 3 clusters Score: Raw -1808198.583761 + Penalty 1870.763415 = -1806327.820346 nChanged 80 SP:Iteration 55Q (7551.645420 sec): 3 clusters Score: Raw -1808217.084880 + Penalty 1870.763415 = -1806346.321465 nChanged 85 SP:Iteration 56Q (7551.713956 sec): 3 clusters Score: Raw -1808242.602965 + Penalty 1870.763415 = -1806371.839550 nChanged 95 SP:Iteration 57Q (7551.782665 sec): 3 clusters Score: Raw -1808272.145981 + Penalty 1870.763415 = -1806401.382566 nChanged 90 SP:Iteration 58Q (7551.852029 sec): 3 clusters Score: Raw -1808306.172680 + Penalty 1870.763415 = -1806435.409266 nChanged 99 SP:Iteration 59Q (7551.922327 sec): 3 clusters Score: Raw -1808346.200274 + Penalty 1870.763415 = -1806475.436859 nChanged 106 SP:Iteration 60F (7551.986882 sec): 3 clusters Score: Raw -1808390.660196 + Penalty 1870.763415 = -1806519.896781 nChanged 106 SP:Iteration 61Q (7552.053832 sec): 3 clusters Score: Raw -1808437.762007 + Penalty 1870.763415 = -1806566.998593 nChanged 100 SP:Iteration 62Q (7552.119973 sec): 3 clusters Score: Raw -1808482.744963 + Penalty 1870.763415 = -1806611.981548 nChanged 85 SP:Iteration 63Q (7552.196479 sec): 3 clusters Score: Raw -1808519.743423 + Penalty 1870.763415 = -1806648.980008 nChanged 85 SP:Iteration 64Q (7552.253804 sec): 3 clusters Score: Raw -1808563.279149 + Penalty 1870.763415 = -1806692.515734 nChanged 82 SP:Iteration 65Q (7552.306922 sec): 3 clusters Score: Raw -1808609.191812 + Penalty 1870.763415 = -1806738.428397 nChanged 90 SP:Iteration 66Q (7552.373819 sec): 3 clusters Score: Raw -1808656.128709 + Penalty 1870.763415 = -1806785.365294 nChanged 77 SP:Iteration 67Q (7552.440654 sec): 3 clusters Score: Raw -1808690.206298 + Penalty 1870.763415 = -1806819.442883 nChanged 67 SP:Iteration 68Q (7552.503187 sec): 3 clusters Score: Raw -1808718.627476 + Penalty 1870.763415 = -1806847.864061 nChanged 42 SP:Iteration 69Q (7552.581595 sec): 3 clusters Score: Raw -1808736.438015 + Penalty 1870.763415 = -1806865.674601 nChanged 33 SP:Iteration 70Q (7552.639970 sec): 3 clusters Score: Raw -1808748.903541 + Penalty 1870.763415 = -1806878.140126 nChanged 25 SP:Iteration 71Q (7552.714314 sec): 3 clusters Score: Raw -1808756.512550 + Penalty 1870.763415 = -1806885.749135 nChanged 22 SP:Iteration 72Q (7552.782422 sec): 3 clusters Score: Raw -1808763.231050 + Penalty 1870.763415 = -1806892.467636 nChanged 17 SP:Iteration 73Q (7552.842067 sec): 3 clusters Score: Raw -1808767.234297 + Penalty 1870.763415 = -1806896.470882 nChanged 9 SP:Iteration 74Q (7552.916895 sec): 3 clusters Score: Raw -1808769.661912 + Penalty 1870.763415 = -1806898.898497 nChanged 11 SP:Iteration 75Q (7552.975144 sec): 3 clusters Score: Raw -1808772.620634 + Penalty 1870.763415 = -1806901.857219 nChanged 9 SP:Iteration 76Q (7553.047476 sec): 3 clusters Score: Raw -1808774.892264 + Penalty 1870.763415 = -1806904.128849 nChanged 12 SP:Iteration 77Q (7553.110453 sec): 3 clusters Score: Raw -1808778.072467 + Penalty 1870.763415 = -1806907.309053 nChanged 12 SP:Iteration 78Q (7553.176111 sec): 3 clusters Score: Raw -1808781.938341 + Penalty 1870.763415 = -1806911.174926 nChanged 12 SP:Iteration 79Q (7553.248804 sec): 3 clusters Score: Raw -1808786.495604 + Penalty 1870.763415 = -1806915.732189 nChanged 16 SP:Iteration 80F (7553.313075 sec): 3 clusters Score: Raw -1808792.492489 + Penalty 1870.763415 = -1806921.729075 nChanged 16 SP:Iteration 81Q (7553.379378 sec): 3 clusters Score: Raw -1808796.870638 + Penalty 1870.763415 = -1806926.107223 nChanged 8 SP:Iteration 82Q (7553.446695 sec): 3 clusters Score: Raw -1808799.135246 + Penalty 1870.763415 = -1806928.371831 nChanged 6 SP:Iteration 83Q (7553.506783 sec): 3 clusters Score: Raw -1808800.790232 + Penalty 1870.763415 = -1806930.026817 nChanged 6 SP:Iteration 84Q (7553.578762 sec): 3 clusters Score: Raw -1808801.791763 + Penalty 1870.763415 = -1806931.028348 nChanged 1 SP:Iteration 85Q (7553.645061 sec): 3 clusters Score: Raw -1808802.026693 + Penalty 1870.763415 = -1806931.263278 nChanged 2 SP:Iteration 86Q (7553.712670 sec): 3 clusters Score: Raw -1808802.439240 + Penalty 1870.763415 = -1806931.675826 nChanged 3 SP:Iteration 87Q (7553.775269 sec): 3 clusters Score: Raw -1808803.771101 + Penalty 1870.763415 = -1806933.007686 nChanged 1 SP:Iteration 88Q (7553.842356 sec): 3 clusters Score: Raw -1808804.343370 + Penalty 1870.763415 = -1806933.579956 nChanged 1 SP:Iteration 89Q (7553.909304 sec): 3 clusters Score: Raw -1808804.772258 + Penalty 1870.763415 = -1806934.008843 nChanged 2 SP:Iteration 90Q (7553.974948 sec): 3 clusters Score: Raw -1808805.212189 + Penalty 1870.763415 = -1806934.448775 nChanged 0 SP:Iteration 91F (7554.046470 sec): 3 clusters Score: Raw -1808805.212189 + Penalty 1870.763415 = -1806934.448775 nChanged 0 Trying to split cluster 5 (2440 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7554.066849 sec): 2 clusters Score: Raw -226220.291745 + Penalty 740.976565 = -225479.315180 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7554.112414 sec): 3 clusters Score: Raw -225000.134901 + Penalty 1481.953130 = -223518.181770 nChanged 1004 SP:Iteration 1F (7554.156759 sec): 3 clusters Score: Raw -225624.961597 + Penalty 1481.953130 = -224143.008466 nChanged 205 SP:Iteration 2F (7554.209553 sec): 3 clusters Score: Raw -225747.103044 + Penalty 1481.953130 = -224265.149914 nChanged 130 SP:Iteration 3F (7554.256178 sec): 3 clusters Score: Raw -225819.124254 + Penalty 1481.953130 = -224337.171123 nChanged 91 SP:Iteration 4Q (7554.299333 sec): 3 clusters Score: Raw -225876.251607 + Penalty 1481.953130 = -224394.298476 nChanged 83 SP:Iteration 5Q (7554.336771 sec): 3 clusters Score: Raw -225929.694798 + Penalty 1481.953130 = -224447.741667 nChanged 73 SP:Iteration 6Q (7554.375819 sec): 3 clusters Score: Raw -225968.858228 + Penalty 1481.953130 = -224486.905098 nChanged 73 SP:Iteration 7Q (7554.427113 sec): 3 clusters Score: Raw -226010.684137 + Penalty 1481.953130 = -224528.731007 nChanged 58 SP:Iteration 8Q (7554.473331 sec): 3 clusters Score: Raw -226042.369919 + Penalty 1481.953130 = -224560.416788 nChanged 60 SP:Iteration 9Q (7554.517490 sec): 3 clusters Score: Raw -226072.577880 + Penalty 1481.953130 = -224590.624749 nChanged 47 SP:Iteration 10Q (7554.568644 sec): 3 clusters Score: Raw -226093.202060 + Penalty 1481.953130 = -224611.248929 nChanged 35 SP:Iteration 11Q (7554.619842 sec): 3 clusters Score: Raw -226109.971268 + Penalty 1481.953130 = -224628.018138 nChanged 34 SP:Iteration 12Q (7554.670947 sec): 3 clusters Score: Raw -226125.334526 + Penalty 1481.953130 = -224643.381395 nChanged 34 SP:Iteration 13Q (7554.722144 sec): 3 clusters Score: Raw -226138.518417 + Penalty 1481.953130 = -224656.565286 nChanged 34 SP:Iteration 14Q (7554.768523 sec): 3 clusters Score: Raw -226152.613786 + Penalty 1481.953130 = -224670.660655 nChanged 22 SP:Iteration 15Q (7554.819693 sec): 3 clusters Score: Raw -226165.826571 + Penalty 1481.953130 = -224683.873441 nChanged 27 SP:Iteration 16Q (7554.865807 sec): 3 clusters Score: Raw -226184.683355 + Penalty 1481.953130 = -224702.730224 nChanged 30 SP:Iteration 17Q (7554.916816 sec): 3 clusters Score: Raw -226201.653405 + Penalty 1481.953130 = -224719.700275 nChanged 27 SP:Iteration 18Q (7554.961687 sec): 3 clusters Score: Raw -226220.849560 + Penalty 1481.953130 = -224738.896429 nChanged 37 SP:Iteration 19Q (7555.012718 sec): 3 clusters Score: Raw -226251.501388 + Penalty 1481.953130 = -224769.548257 nChanged 41 SP:Iteration 20F (7555.063064 sec): 3 clusters Score: Raw -226286.505678 + Penalty 1481.953130 = -224804.552547 nChanged 40 SP:Iteration 21Q (7555.102296 sec): 3 clusters Score: Raw -226307.274825 + Penalty 1481.953130 = -224825.321694 nChanged 25 SP:Iteration 22Q (7555.154452 sec): 3 clusters Score: Raw -226316.799316 + Penalty 1481.953130 = -224834.846185 nChanged 23 SP:Iteration 23Q (7555.198978 sec): 3 clusters Score: Raw -226325.582129 + Penalty 1481.953130 = -224843.628998 nChanged 17 SP:Iteration 24Q (7555.249946 sec): 3 clusters Score: Raw -226332.005862 + Penalty 1481.953130 = -224850.052731 nChanged 13 SP:Iteration 25Q (7555.300711 sec): 3 clusters Score: Raw -226338.357524 + Penalty 1481.953130 = -224856.404393 nChanged 17 SP:Iteration 26Q (7555.351370 sec): 3 clusters Score: Raw -226346.910407 + Penalty 1481.953130 = -224864.957277 nChanged 16 SP:Iteration 27Q (7555.403521 sec): 3 clusters Score: Raw -226355.129167 + Penalty 1481.953130 = -224873.176036 nChanged 20 SP:Iteration 28Q (7555.449671 sec): 3 clusters Score: Raw -226365.486860 + Penalty 1481.953130 = -224883.533730 nChanged 13 SP:Iteration 29Q (7555.501397 sec): 3 clusters Score: Raw -226372.861840 + Penalty 1481.953130 = -224890.908709 nChanged 9 SP:Iteration 30Q (7555.519604 sec): 3 clusters Score: Raw -226376.725414 + Penalty 1481.953130 = -224894.772284 nChanged 11 SP:Iteration 31Q (7555.528607 sec): 3 clusters Score: Raw -226381.300049 + Penalty 1481.953130 = -224899.346918 nChanged 6 SP:Iteration 32Q (7555.538068 sec): 3 clusters Score: Raw -226384.135273 + Penalty 1481.953130 = -224902.182142 nChanged 5 SP:Iteration 33Q (7555.546676 sec): 3 clusters Score: Raw -226386.314379 + Penalty 1481.953130 = -224904.361248 nChanged 4 SP:Iteration 34Q (7555.555365 sec): 3 clusters Score: Raw -226387.213327 + Penalty 1481.953130 = -224905.260196 nChanged 1 SP:Iteration 35Q (7555.564004 sec): 3 clusters Score: Raw -226387.416789 + Penalty 1481.953130 = -224905.463659 nChanged 1 SP:Iteration 36Q (7555.572508 sec): 3 clusters Score: Raw -226387.599990 + Penalty 1481.953130 = -224905.646859 nChanged 0 SP:Iteration 37F (7555.581375 sec): 3 clusters Score: Raw -226387.599990 + Penalty 1481.953130 = -224905.646859 nChanged 0 Trying to split cluster 6 (49831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7555.672240 sec): 2 clusters Score: Raw -4627870.599637 + Penalty 1027.557293 = -4626843.042344 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7555.785316 sec): 3 clusters Score: Raw -4595812.457696 + Penalty 2055.114586 = -4593757.343110 nChanged 23665 SP:Iteration 1F (7555.882523 sec): 3 clusters Score: Raw -4609563.347120 + Penalty 2055.114586 = -4607508.232534 nChanged 2332 SP:Iteration 2Q (7555.994562 sec): 3 clusters Score: Raw -4610476.472474 + Penalty 2055.114586 = -4608421.357888 nChanged 2694 SP:Iteration 3F (7556.101932 sec): 3 clusters Score: Raw -4611784.233970 + Penalty 2055.114586 = -4609729.119384 nChanged 2966 SP:Iteration 4F (7556.198009 sec): 3 clusters Score: Raw -4613666.221498 + Penalty 2055.114586 = -4611611.106912 nChanged 3228 SP:Iteration 5F (7556.305259 sec): 3 clusters Score: Raw -4616147.103415 + Penalty 2055.114586 = -4614091.988829 nChanged 3112 SP:Iteration 6F (7556.406923 sec): 3 clusters Score: Raw -4618763.915421 + Penalty 2055.114586 = -4616708.800835 nChanged 2642 SP:Iteration 7F (7556.514743 sec): 3 clusters Score: Raw -4620841.364929 + Penalty 2055.114586 = -4618786.250343 nChanged 2047 SP:Iteration 8Q (7556.613526 sec): 3 clusters Score: Raw -4622225.606724 + Penalty 2055.114586 = -4620170.492138 nChanged 1557 SP:Iteration 9Q (7556.720494 sec): 3 clusters Score: Raw -4623146.131244 + Penalty 2055.114586 = -4621091.016657 nChanged 1191 SP:Iteration 10Q (7556.824663 sec): 3 clusters Score: Raw -4623753.460126 + Penalty 2055.114586 = -4621698.345540 nChanged 980 SP:Iteration 11Q (7556.929722 sec): 3 clusters Score: Raw -4624208.212619 + Penalty 2055.114586 = -4622153.098032 nChanged 884 SP:Iteration 12Q (7557.039985 sec): 3 clusters Score: Raw -4624627.834891 + Penalty 2055.114586 = -4622572.720304 nChanged 827 SP:Iteration 13Q (7557.138733 sec): 3 clusters Score: Raw -4625018.263525 + Penalty 2055.114586 = -4622963.148938 nChanged 772 SP:Iteration 14Q (7557.253875 sec): 3 clusters Score: Raw -4625397.503696 + Penalty 2055.114586 = -4623342.389110 nChanged 744 SP:Iteration 15Q (7557.359793 sec): 3 clusters Score: Raw -4625780.092751 + Penalty 2055.114586 = -4623724.978165 nChanged 691 SP:Iteration 16Q (7557.464638 sec): 3 clusters Score: Raw -4626150.192003 + Penalty 2055.114586 = -4624095.077417 nChanged 668 SP:Iteration 17Q (7557.570097 sec): 3 clusters Score: Raw -4626533.422493 + Penalty 2055.114586 = -4624478.307907 nChanged 582 SP:Iteration 18Q (7557.670988 sec): 3 clusters Score: Raw -4626867.251956 + Penalty 2055.114586 = -4624812.137370 nChanged 470 SP:Iteration 19Q (7557.776800 sec): 3 clusters Score: Raw -4627137.750268 + Penalty 2055.114586 = -4625082.635682 nChanged 386 SP:Iteration 20F (7557.873801 sec): 3 clusters Score: Raw -4627372.868486 + Penalty 2055.114586 = -4625317.753900 nChanged 292 SP:Iteration 21Q (7557.975923 sec): 3 clusters Score: Raw -4627543.449911 + Penalty 2055.114586 = -4625488.335325 nChanged 216 SP:Iteration 22Q (7558.079957 sec): 3 clusters Score: Raw -4627673.682816 + Penalty 2055.114586 = -4625618.568230 nChanged 153 SP:Iteration 23Q (7558.180376 sec): 3 clusters Score: Raw -4627765.012897 + Penalty 2055.114586 = -4625709.898310 nChanged 105 SP:Iteration 24Q (7558.280916 sec): 3 clusters Score: Raw -4627829.022283 + Penalty 2055.114586 = -4625773.907697 nChanged 70 SP:Iteration 25Q (7558.381292 sec): 3 clusters Score: Raw -4627872.968464 + Penalty 2055.114586 = -4625817.853878 nChanged 54 SP:Iteration 26Q (7558.481355 sec): 3 clusters Score: Raw -4627900.687123 + Penalty 2055.114586 = -4625845.572537 nChanged 39 SP:Iteration 27Q (7558.565466 sec): 3 clusters Score: Raw -4627922.536555 + Penalty 2055.114586 = -4625867.421969 nChanged 36 SP:Iteration 28Q (7558.676476 sec): 3 clusters Score: Raw -4627946.850653 + Penalty 2055.114586 = -4625891.736066 nChanged 35 SP:Iteration 29Q (7558.777373 sec): 3 clusters Score: Raw -4627967.035032 + Penalty 2055.114586 = -4625911.920445 nChanged 26 SP:Iteration 30Q (7558.871531 sec): 3 clusters Score: Raw -4627983.384690 + Penalty 2055.114586 = -4625928.270104 nChanged 27 SP:Iteration 31Q (7558.972359 sec): 3 clusters Score: Raw -4627998.992125 + Penalty 2055.114586 = -4625943.877539 nChanged 15 SP:Iteration 32Q (7559.057194 sec): 3 clusters Score: Raw -4628007.866426 + Penalty 2055.114586 = -4625952.751840 nChanged 8 SP:Iteration 33Q (7559.152430 sec): 3 clusters Score: Raw -4628015.219584 + Penalty 2055.114586 = -4625960.104998 nChanged 10 SP:Iteration 34Q (7559.247785 sec): 3 clusters Score: Raw -4628018.795520 + Penalty 2055.114586 = -4625963.680934 nChanged 6 SP:Iteration 35Q (7559.343098 sec): 3 clusters Score: Raw -4628023.493245 + Penalty 2055.114586 = -4625968.378659 nChanged 6 SP:Iteration 36Q (7559.438410 sec): 3 clusters Score: Raw -4628025.494154 + Penalty 2055.114586 = -4625970.379568 nChanged 2 SP:Iteration 37Q (7559.549356 sec): 3 clusters Score: Raw -4628026.751740 + Penalty 2055.114586 = -4625971.637153 nChanged 2 SP:Iteration 38Q (7559.647287 sec): 3 clusters Score: Raw -4628027.655679 + Penalty 2055.114586 = -4625972.541092 nChanged 5 SP:Iteration 39Q (7559.747886 sec): 3 clusters Score: Raw -4628029.990250 + Penalty 2055.114586 = -4625974.875664 nChanged 4 SP:Iteration 40F (7559.858710 sec): 3 clusters Score: Raw -4628032.552594 + Penalty 2055.114586 = -4625977.438008 nChanged 1 SP:Iteration 41Q (7559.953248 sec): 3 clusters Score: Raw -4628032.758403 + Penalty 2055.114586 = -4625977.643817 nChanged 0 SP:Iteration 42F (7560.064488 sec): 3 clusters Score: Raw -4628032.758403 + Penalty 2055.114586 = -4625977.643817 nChanged 0 Trying to split cluster 7 (22640 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7560.115300 sec): 2 clusters Score: Raw -2099357.289472 + Penalty 952.609986 = -2098404.679486 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7560.191873 sec): 3 clusters Score: Raw -2085171.860988 + Penalty 1905.219971 = -2083266.641017 nChanged 10573 SP:Iteration 1F (7560.267571 sec): 3 clusters Score: Raw -2091245.864541 + Penalty 1905.219971 = -2089340.644569 nChanged 1015 SP:Iteration 2Q (7560.345368 sec): 3 clusters Score: Raw -2091590.632382 + Penalty 1905.219971 = -2089685.412411 nChanged 1034 SP:Iteration 3Q (7560.418367 sec): 3 clusters Score: Raw -2091987.401329 + Penalty 1905.219971 = -2090082.181358 nChanged 1101 SP:Iteration 4Q (7560.496568 sec): 3 clusters Score: Raw -2092480.600450 + Penalty 1905.219971 = -2090575.380479 nChanged 1258 SP:Iteration 5F (7560.566171 sec): 3 clusters Score: Raw -2093117.836494 + Penalty 1905.219971 = -2091212.616523 nChanged 1354 SP:Iteration 6F (7560.634086 sec): 3 clusters Score: Raw -2093881.334709 + Penalty 1905.219971 = -2091976.114738 nChanged 1322 SP:Iteration 7F (7560.708366 sec): 3 clusters Score: Raw -2094696.757361 + Penalty 1905.219971 = -2092791.537390 nChanged 1248 SP:Iteration 8F (7560.790524 sec): 3 clusters Score: Raw -2095526.496069 + Penalty 1905.219971 = -2093621.276098 nChanged 1074 SP:Iteration 9Q (7560.858029 sec): 3 clusters Score: Raw -2096270.046183 + Penalty 1905.219971 = -2094364.826212 nChanged 888 SP:Iteration 10Q (7560.941665 sec): 3 clusters Score: Raw -2096796.516396 + Penalty 1905.219971 = -2094891.296425 nChanged 666 SP:Iteration 11Q (7561.021358 sec): 3 clusters Score: Raw -2097102.841981 + Penalty 1905.219971 = -2095197.622010 nChanged 497 SP:Iteration 12Q (7561.098949 sec): 3 clusters Score: Raw -2097304.919188 + Penalty 1905.219971 = -2095399.699216 nChanged 376 SP:Iteration 13Q (7561.161045 sec): 3 clusters Score: Raw -2097441.904764 + Penalty 1905.219971 = -2095536.684793 nChanged 342 SP:Iteration 14Q (7561.236095 sec): 3 clusters Score: Raw -2097553.451244 + Penalty 1905.219971 = -2095648.231273 nChanged 330 SP:Iteration 15Q (7561.297198 sec): 3 clusters Score: Raw -2097670.612482 + Penalty 1905.219971 = -2095765.392510 nChanged 335 SP:Iteration 16Q (7561.381747 sec): 3 clusters Score: Raw -2097803.987394 + Penalty 1905.219971 = -2095898.767423 nChanged 327 SP:Iteration 17Q (7561.461829 sec): 3 clusters Score: Raw -2097948.595657 + Penalty 1905.219971 = -2096043.375686 nChanged 332 SP:Iteration 18Q (7561.539176 sec): 3 clusters Score: Raw -2098112.014163 + Penalty 1905.219971 = -2096206.794192 nChanged 303 SP:Iteration 19Q (7561.603765 sec): 3 clusters Score: Raw -2098261.815856 + Penalty 1905.219971 = -2096356.595885 nChanged 309 SP:Iteration 20F (7561.684200 sec): 3 clusters Score: Raw -2098435.457024 + Penalty 1905.219971 = -2096530.237053 nChanged 297 SP:Iteration 21Q (7561.764175 sec): 3 clusters Score: Raw -2098587.668613 + Penalty 1905.219971 = -2096682.448642 nChanged 252 SP:Iteration 22Q (7561.827383 sec): 3 clusters Score: Raw -2098710.302868 + Penalty 1905.219971 = -2096805.082896 nChanged 231 SP:Iteration 23Q (7561.907584 sec): 3 clusters Score: Raw -2098825.853846 + Penalty 1905.219971 = -2096920.633875 nChanged 207 SP:Iteration 24Q (7561.984138 sec): 3 clusters Score: Raw -2098915.772074 + Penalty 1905.219971 = -2097010.552103 nChanged 200 SP:Iteration 25Q (7562.059132 sec): 3 clusters Score: Raw -2099002.608239 + Penalty 1905.219971 = -2097097.388268 nChanged 178 SP:Iteration 26Q (7562.123824 sec): 3 clusters Score: Raw -2099074.099675 + Penalty 1905.219971 = -2097168.879704 nChanged 148 SP:Iteration 27Q (7562.196628 sec): 3 clusters Score: Raw -2099121.716498 + Penalty 1905.219971 = -2097216.496527 nChanged 118 SP:Iteration 28Q (7562.269840 sec): 3 clusters Score: Raw -2099158.762362 + Penalty 1905.219971 = -2097253.542391 nChanged 106 SP:Iteration 29Q (7562.343005 sec): 3 clusters Score: Raw -2099189.348119 + Penalty 1905.219971 = -2097284.128148 nChanged 100 SP:Iteration 30Q (7562.416295 sec): 3 clusters Score: Raw -2099216.377977 + Penalty 1905.219971 = -2097311.158005 nChanged 86 SP:Iteration 31Q (7562.490161 sec): 3 clusters Score: Raw -2099235.675558 + Penalty 1905.219971 = -2097330.455586 nChanged 72 SP:Iteration 32Q (7562.560032 sec): 3 clusters Score: Raw -2099255.528012 + Penalty 1905.219971 = -2097350.308041 nChanged 85 SP:Iteration 33Q (7562.610005 sec): 3 clusters Score: Raw -2099281.575919 + Penalty 1905.219971 = -2097376.355948 nChanged 82 SP:Iteration 34Q (7562.682042 sec): 3 clusters Score: Raw -2099306.416192 + Penalty 1905.219971 = -2097401.196221 nChanged 88 SP:Iteration 35Q (7562.755039 sec): 3 clusters Score: Raw -2099333.376484 + Penalty 1905.219971 = -2097428.156513 nChanged 84 SP:Iteration 36Q (7562.817884 sec): 3 clusters Score: Raw -2099359.908434 + Penalty 1905.219971 = -2097454.688463 nChanged 84 SP:Iteration 37Q (7562.892570 sec): 3 clusters Score: Raw -2099385.938307 + Penalty 1905.219971 = -2097480.718335 nChanged 79 SP:Iteration 38Q (7562.966454 sec): 3 clusters Score: Raw -2099407.230831 + Penalty 1905.219971 = -2097502.010860 nChanged 78 SP:Iteration 39Q (7563.048092 sec): 3 clusters Score: Raw -2099427.935664 + Penalty 1905.219971 = -2097522.715693 nChanged 59 SP:Iteration 40F (7563.125892 sec): 3 clusters Score: Raw -2099443.892278 + Penalty 1905.219971 = -2097538.672307 nChanged 56 SP:Iteration 41Q (7563.189948 sec): 3 clusters Score: Raw -2099458.856547 + Penalty 1905.219971 = -2097553.636576 nChanged 42 SP:Iteration 42Q (7563.258569 sec): 3 clusters Score: Raw -2099469.089861 + Penalty 1905.219971 = -2097563.869889 nChanged 42 SP:Iteration 43Q (7563.328586 sec): 3 clusters Score: Raw -2099478.532622 + Penalty 1905.219971 = -2097573.312651 nChanged 38 SP:Iteration 44Q (7563.401505 sec): 3 clusters Score: Raw -2099486.253704 + Penalty 1905.219971 = -2097581.033733 nChanged 30 SP:Iteration 45Q (7563.470978 sec): 3 clusters Score: Raw -2099492.057584 + Penalty 1905.219971 = -2097586.837613 nChanged 26 SP:Iteration 46Q (7563.524590 sec): 3 clusters Score: Raw -2099498.042734 + Penalty 1905.219971 = -2097592.822762 nChanged 23 SP:Iteration 47Q (7563.608090 sec): 3 clusters Score: Raw -2099502.477885 + Penalty 1905.219971 = -2097597.257913 nChanged 23 SP:Iteration 48Q (7563.680291 sec): 3 clusters Score: Raw -2099505.513204 + Penalty 1905.219971 = -2097600.293233 nChanged 10 SP:Iteration 49Q (7563.744470 sec): 3 clusters Score: Raw -2099506.914023 + Penalty 1905.219971 = -2097601.694052 nChanged 2 SP:Iteration 50Q (7563.816839 sec): 3 clusters Score: Raw -2099507.245116 + Penalty 1905.219971 = -2097602.025145 nChanged 4 SP:Iteration 51Q (7563.879162 sec): 3 clusters Score: Raw -2099508.261682 + Penalty 1905.219971 = -2097603.041711 nChanged 4 SP:Iteration 52Q (7563.942967 sec): 3 clusters Score: Raw -2099508.778302 + Penalty 1905.219971 = -2097603.558331 nChanged 5 SP:Iteration 53Q (7564.014556 sec): 3 clusters Score: Raw -2099509.603595 + Penalty 1905.219971 = -2097604.383623 nChanged 7 SP:Iteration 54Q (7564.084948 sec): 3 clusters Score: Raw -2099510.364516 + Penalty 1905.219971 = -2097605.144544 nChanged 3 SP:Iteration 55Q (7564.159312 sec): 3 clusters Score: Raw -2099510.887392 + Penalty 1905.219971 = -2097605.667421 nChanged 4 SP:Iteration 56Q (7564.227207 sec): 3 clusters Score: Raw -2099511.450159 + Penalty 1905.219971 = -2097606.230188 nChanged 4 SP:Iteration 57Q (7564.302148 sec): 3 clusters Score: Raw -2099511.751112 + Penalty 1905.219971 = -2097606.531141 nChanged 4 SP:Iteration 58Q (7564.371970 sec): 3 clusters Score: Raw -2099512.164220 + Penalty 1905.219971 = -2097606.944249 nChanged 4 SP:Iteration 59Q (7564.438391 sec): 3 clusters Score: Raw -2099512.399332 + Penalty 1905.219971 = -2097607.179361 nChanged 3 SP:Iteration 60F (7564.514515 sec): 3 clusters Score: Raw -2099512.764200 + Penalty 1905.219971 = -2097607.544229 nChanged 5 SP:Iteration 61Q (7564.583334 sec): 3 clusters Score: Raw -2099513.729370 + Penalty 1905.219971 = -2097608.509399 nChanged 8 SP:Iteration 62Q (7564.649284 sec): 3 clusters Score: Raw -2099514.871148 + Penalty 1905.219971 = -2097609.651177 nChanged 5 SP:Iteration 63Q (7564.707456 sec): 3 clusters Score: Raw -2099515.849550 + Penalty 1905.219971 = -2097610.629578 nChanged 7 SP:Iteration 64Q (7564.782276 sec): 3 clusters Score: Raw -2099516.808227 + Penalty 1905.219971 = -2097611.588256 nChanged 7 SP:Iteration 65Q (7564.855235 sec): 3 clusters Score: Raw -2099517.531057 + Penalty 1905.219971 = -2097612.311086 nChanged 3 SP:Iteration 66Q (7564.923659 sec): 3 clusters Score: Raw -2099517.940435 + Penalty 1905.219971 = -2097612.720464 nChanged 5 SP:Iteration 67Q (7564.984802 sec): 3 clusters Score: Raw -2099518.632221 + Penalty 1905.219971 = -2097613.412250 nChanged 3 SP:Iteration 68Q (7565.052006 sec): 3 clusters Score: Raw -2099518.907424 + Penalty 1905.219971 = -2097613.687453 nChanged 3 SP:Iteration 69Q (7565.120381 sec): 3 clusters Score: Raw -2099519.138265 + Penalty 1905.219971 = -2097613.918294 nChanged 2 SP:Iteration 70Q (7565.190746 sec): 3 clusters Score: Raw -2099519.451655 + Penalty 1905.219971 = -2097614.231684 nChanged 2 SP:Iteration 71Q (7565.227154 sec): 3 clusters Score: Raw -2099519.561741 + Penalty 1905.219971 = -2097614.341770 nChanged 1 SP:Iteration 72Q (7565.301289 sec): 3 clusters Score: Raw -2099519.700254 + Penalty 1905.219971 = -2097614.480283 nChanged 0 SP:Iteration 73F (7565.374522 sec): 3 clusters Score: Raw -2099519.700254 + Penalty 1905.219971 = -2097614.480283 nChanged 0 Trying to split cluster 8 (15019 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7565.406819 sec): 2 clusters Score: Raw -1426376.136018 + Penalty 913.621778 = -1425462.514240 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7565.477781 sec): 3 clusters Score: Raw -1417176.224203 + Penalty 1827.243556 = -1415348.980647 nChanged 6895 SP:Iteration 1F (7565.539022 sec): 3 clusters Score: Raw -1420958.248533 + Penalty 1827.243556 = -1419131.004978 nChanged 876 SP:Iteration 2F (7565.606190 sec): 3 clusters Score: Raw -1421307.017463 + Penalty 1827.243556 = -1419479.773907 nChanged 932 SP:Iteration 3F (7565.673228 sec): 3 clusters Score: Raw -1421773.821427 + Penalty 1827.243556 = -1419946.577872 nChanged 991 SP:Iteration 4F (7565.734898 sec): 3 clusters Score: Raw -1422350.494562 + Penalty 1827.243556 = -1420523.251006 nChanged 1012 SP:Iteration 5F (7565.800036 sec): 3 clusters Score: Raw -1422993.094593 + Penalty 1827.243556 = -1421165.851038 nChanged 1020 SP:Iteration 6F (7565.865763 sec): 3 clusters Score: Raw -1423685.845025 + Penalty 1827.243556 = -1421858.601470 nChanged 908 SP:Iteration 7F (7565.939491 sec): 3 clusters Score: Raw -1424365.679628 + Penalty 1827.243556 = -1422538.436072 nChanged 729 SP:Iteration 8Q (7566.003383 sec): 3 clusters Score: Raw -1424919.670028 + Penalty 1827.243556 = -1423092.426472 nChanged 607 SP:Iteration 9Q (7566.072335 sec): 3 clusters Score: Raw -1425413.750917 + Penalty 1827.243556 = -1423586.507361 nChanged 462 SP:Iteration 10Q (7566.135625 sec): 3 clusters Score: Raw -1425789.553929 + Penalty 1827.243556 = -1423962.310374 nChanged 313 SP:Iteration 11Q (7566.195475 sec): 3 clusters Score: Raw -1426030.241561 + Penalty 1827.243556 = -1424202.998005 nChanged 206 SP:Iteration 12Q (7566.260524 sec): 3 clusters Score: Raw -1426170.121350 + Penalty 1827.243556 = -1424342.877795 nChanged 127 SP:Iteration 13Q (7566.326254 sec): 3 clusters Score: Raw -1426264.187682 + Penalty 1827.243556 = -1424436.944127 nChanged 106 SP:Iteration 14Q (7566.390484 sec): 3 clusters Score: Raw -1426337.004230 + Penalty 1827.243556 = -1424509.760674 nChanged 71 SP:Iteration 15Q (7566.453454 sec): 3 clusters Score: Raw -1426388.653877 + Penalty 1827.243556 = -1424561.410321 nChanged 47 SP:Iteration 16Q (7566.511749 sec): 3 clusters Score: Raw -1426424.788227 + Penalty 1827.243556 = -1424597.544671 nChanged 35 SP:Iteration 17Q (7566.571685 sec): 3 clusters Score: Raw -1426460.922840 + Penalty 1827.243556 = -1424633.679284 nChanged 29 SP:Iteration 18Q (7566.634483 sec): 3 clusters Score: Raw -1426483.912614 + Penalty 1827.243556 = -1424656.669058 nChanged 23 SP:Iteration 19Q (7566.697148 sec): 3 clusters Score: Raw -1426508.133875 + Penalty 1827.243556 = -1424680.890319 nChanged 19 SP:Iteration 20F (7566.763519 sec): 3 clusters Score: Raw -1426525.967903 + Penalty 1827.243556 = -1424698.724347 nChanged 9 SP:Iteration 21Q (7566.820012 sec): 3 clusters Score: Raw -1426532.384556 + Penalty 1827.243556 = -1424705.141001 nChanged 5 SP:Iteration 22Q (7566.883262 sec): 3 clusters Score: Raw -1426534.985440 + Penalty 1827.243556 = -1424707.741884 nChanged 4 SP:Iteration 23Q (7566.955871 sec): 3 clusters Score: Raw -1426539.225449 + Penalty 1827.243556 = -1424711.981893 nChanged 4 SP:Iteration 24Q (7567.016024 sec): 3 clusters Score: Raw -1426542.445758 + Penalty 1827.243556 = -1424715.202202 nChanged 2 SP:Iteration 25Q (7567.068167 sec): 3 clusters Score: Raw -1426543.472601 + Penalty 1827.243556 = -1424716.229046 nChanged 2 SP:Iteration 26Q (7567.130592 sec): 3 clusters Score: Raw -1426546.721002 + Penalty 1827.243556 = -1424719.477446 nChanged 2 SP:Iteration 27Q (7567.187247 sec): 3 clusters Score: Raw -1426548.590640 + Penalty 1827.243556 = -1424721.347085 nChanged 3 SP:Iteration 28Q (7567.257500 sec): 3 clusters Score: Raw -1426551.059768 + Penalty 1827.243556 = -1424723.816212 nChanged 4 SP:Iteration 29Q (7567.309929 sec): 3 clusters Score: Raw -1426553.109793 + Penalty 1827.243556 = -1424725.866237 nChanged 1 SP:Iteration 30Q (7567.363815 sec): 3 clusters Score: Raw -1426553.530213 + Penalty 1827.243556 = -1424726.286657 nChanged 0 SP:Iteration 31F (7567.430192 sec): 3 clusters Score: Raw -1426553.530213 + Penalty 1827.243556 = -1424726.286657 nChanged 0 Trying to split cluster 9 (1935 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7567.456468 sec): 2 clusters Score: Raw -176303.938593 + Penalty 718.946948 = -175584.991646 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7567.506926 sec): 3 clusters Score: Raw -175382.187718 + Penalty 1437.893895 = -173944.293823 nChanged 761 SP:Iteration 1F (7567.550870 sec): 3 clusters Score: Raw -175876.649990 + Penalty 1437.893895 = -174438.756095 nChanged 170 SP:Iteration 2F (7567.594723 sec): 3 clusters Score: Raw -175998.197455 + Penalty 1437.893895 = -174560.303560 nChanged 137 SP:Iteration 3F (7567.644985 sec): 3 clusters Score: Raw -176109.590683 + Penalty 1437.893895 = -174671.696788 nChanged 110 SP:Iteration 4F (7567.691498 sec): 3 clusters Score: Raw -176195.698529 + Penalty 1437.893895 = -174757.804634 nChanged 73 SP:Iteration 5Q (7567.742036 sec): 3 clusters Score: Raw -176250.593008 + Penalty 1437.893895 = -174812.699113 nChanged 57 SP:Iteration 6Q (7567.787487 sec): 3 clusters Score: Raw -176290.351642 + Penalty 1437.893895 = -174852.457747 nChanged 45 SP:Iteration 7Q (7567.837618 sec): 3 clusters Score: Raw -176317.411621 + Penalty 1437.893895 = -174879.517726 nChanged 49 SP:Iteration 8Q (7567.884859 sec): 3 clusters Score: Raw -176347.654515 + Penalty 1437.893895 = -174909.760620 nChanged 44 SP:Iteration 9Q (7567.935321 sec): 3 clusters Score: Raw -176378.822881 + Penalty 1437.893895 = -174940.928986 nChanged 43 SP:Iteration 10Q (7567.985797 sec): 3 clusters Score: Raw -176403.727144 + Penalty 1437.893895 = -174965.833249 nChanged 28 SP:Iteration 11Q (7568.026918 sec): 3 clusters Score: Raw -176417.104450 + Penalty 1437.893895 = -174979.210555 nChanged 28 SP:Iteration 12Q (7568.077400 sec): 3 clusters Score: Raw -176432.808286 + Penalty 1437.893895 = -174994.914391 nChanged 28 SP:Iteration 13Q (7568.134263 sec): 3 clusters Score: Raw -176457.171285 + Penalty 1437.893895 = -175019.277390 nChanged 31 SP:Iteration 14Q (7568.179161 sec): 3 clusters Score: Raw -176476.162097 + Penalty 1437.893895 = -175038.268202 nChanged 24 SP:Iteration 15Q (7568.229751 sec): 3 clusters Score: Raw -176492.642521 + Penalty 1437.893895 = -175054.748626 nChanged 23 SP:Iteration 16Q (7568.280663 sec): 3 clusters Score: Raw -176506.300842 + Penalty 1437.893895 = -175068.406947 nChanged 24 SP:Iteration 17Q (7568.329290 sec): 3 clusters Score: Raw -176518.675618 + Penalty 1437.893895 = -175080.781723 nChanged 18 SP:Iteration 18Q (7568.378397 sec): 3 clusters Score: Raw -176531.988403 + Penalty 1437.893895 = -175094.094508 nChanged 20 SP:Iteration 19Q (7568.426480 sec): 3 clusters Score: Raw -176541.270384 + Penalty 1437.893895 = -175103.376489 nChanged 11 SP:Iteration 20F (7568.467814 sec): 3 clusters Score: Raw -176545.883469 + Penalty 1437.893895 = -175107.989574 nChanged 6 SP:Iteration 21Q (7568.529316 sec): 3 clusters Score: Raw -176548.414543 + Penalty 1437.893895 = -175110.520648 nChanged 9 SP:Iteration 22Q (7568.573814 sec): 3 clusters Score: Raw -176554.828282 + Penalty 1437.893895 = -175116.934387 nChanged 14 SP:Iteration 23Q (7568.627280 sec): 3 clusters Score: Raw -176565.680455 + Penalty 1437.893895 = -175127.786560 nChanged 17 SP:Iteration 24Q (7568.677605 sec): 3 clusters Score: Raw -176576.190637 + Penalty 1437.893895 = -175138.296742 nChanged 15 SP:Iteration 25Q (7568.715706 sec): 3 clusters Score: Raw -176582.237577 + Penalty 1437.893895 = -175144.343682 nChanged 18 SP:Iteration 26Q (7568.775571 sec): 3 clusters Score: Raw -176587.974985 + Penalty 1437.893895 = -175150.081090 nChanged 11 SP:Iteration 27Q (7568.824972 sec): 3 clusters Score: Raw -176591.345597 + Penalty 1437.893895 = -175153.451702 nChanged 6 SP:Iteration 28Q (7568.875460 sec): 3 clusters Score: Raw -176594.838992 + Penalty 1437.893895 = -175156.945097 nChanged 6 SP:Iteration 29Q (7568.918440 sec): 3 clusters Score: Raw -176597.048473 + Penalty 1437.893895 = -175159.154577 nChanged 6 SP:Iteration 30Q (7568.955489 sec): 3 clusters Score: Raw -176598.664037 + Penalty 1437.893895 = -175160.770142 nChanged 2 SP:Iteration 31Q (7569.012871 sec): 3 clusters Score: Raw -176599.021376 + Penalty 1437.893895 = -175161.127481 nChanged 2 SP:Iteration 32Q (7569.059920 sec): 3 clusters Score: Raw -176600.157360 + Penalty 1437.893895 = -175162.263465 nChanged 5 SP:Iteration 33Q (7569.110049 sec): 3 clusters Score: Raw -176601.840031 + Penalty 1437.893895 = -175163.946136 nChanged 5 SP:Iteration 34Q (7569.162252 sec): 3 clusters Score: Raw -176603.681475 + Penalty 1437.893895 = -175165.787580 nChanged 5 SP:Iteration 35Q (7569.202942 sec): 3 clusters Score: Raw -176605.217269 + Penalty 1437.893895 = -175167.323374 nChanged 3 SP:Iteration 36Q (7569.259538 sec): 3 clusters Score: Raw -176605.949764 + Penalty 1437.893895 = -175168.055869 nChanged 3 SP:Iteration 37Q (7569.310235 sec): 3 clusters Score: Raw -176606.533727 + Penalty 1437.893895 = -175168.639832 nChanged 2 SP:Iteration 38Q (7569.352231 sec): 3 clusters Score: Raw -176606.887843 + Penalty 1437.893895 = -175168.993948 nChanged 2 SP:Iteration 39Q (7569.393454 sec): 3 clusters Score: Raw -176607.851962 + Penalty 1437.893895 = -175169.958066 nChanged 2 SP:Iteration 40F (7569.442349 sec): 3 clusters Score: Raw -176608.263099 + Penalty 1437.893895 = -175170.369204 nChanged 5 SP:Iteration 41Q (7569.490957 sec): 3 clusters Score: Raw -176609.549571 + Penalty 1437.893895 = -175171.655676 nChanged 5 SP:Iteration 42Q (7569.539514 sec): 3 clusters Score: Raw -176610.108771 + Penalty 1437.893895 = -175172.214876 nChanged 3 SP:Iteration 43Q (7569.586061 sec): 3 clusters Score: Raw -176611.571355 + Penalty 1437.893895 = -175173.677460 nChanged 7 SP:Iteration 44Q (7569.633861 sec): 3 clusters Score: Raw -176615.650458 + Penalty 1437.893895 = -175177.756563 nChanged 6 SP:Iteration 45Q (7569.679816 sec): 3 clusters Score: Raw -176616.856978 + Penalty 1437.893895 = -175178.963083 nChanged 6 SP:Iteration 46Q (7569.739784 sec): 3 clusters Score: Raw -176618.374062 + Penalty 1437.893895 = -175180.480167 nChanged 3 SP:Iteration 47Q (7569.777557 sec): 3 clusters Score: Raw -176619.235830 + Penalty 1437.893895 = -175181.341935 nChanged 3 SP:Iteration 48Q (7569.826768 sec): 3 clusters Score: Raw -176622.755412 + Penalty 1437.893895 = -175184.861517 nChanged 7 SP:Iteration 49Q (7569.881034 sec): 3 clusters Score: Raw -176626.385162 + Penalty 1437.893895 = -175188.491267 nChanged 9 SP:Iteration 50Q (7569.925023 sec): 3 clusters Score: Raw -176631.096095 + Penalty 1437.893895 = -175193.202200 nChanged 14 SP:Iteration 51Q (7569.971409 sec): 3 clusters Score: Raw -176637.206059 + Penalty 1437.893895 = -175199.312164 nChanged 19 SP:Iteration 52Q (7570.012225 sec): 3 clusters Score: Raw -176648.098256 + Penalty 1437.893895 = -175210.204361 nChanged 17 SP:Iteration 53Q (7570.060722 sec): 3 clusters Score: Raw -176658.456734 + Penalty 1437.893895 = -175220.562839 nChanged 22 SP:Iteration 54Q (7570.109888 sec): 3 clusters Score: Raw -176671.959882 + Penalty 1437.893895 = -175234.065987 nChanged 20 SP:Iteration 55Q (7570.161981 sec): 3 clusters Score: Raw -176681.838841 + Penalty 1437.893895 = -175243.944946 nChanged 17 SP:Iteration 56Q (7570.212393 sec): 3 clusters Score: Raw -176688.087195 + Penalty 1437.893895 = -175250.193300 nChanged 11 SP:Iteration 57Q (7570.260823 sec): 3 clusters Score: Raw -176693.109408 + Penalty 1437.893895 = -175255.215513 nChanged 19 SP:Iteration 58Q (7570.300368 sec): 3 clusters Score: Raw -176704.400880 + Penalty 1437.893895 = -175266.506985 nChanged 17 SP:Iteration 59Q (7570.347926 sec): 3 clusters Score: Raw -176712.075819 + Penalty 1437.893895 = -175274.181924 nChanged 20 SP:Iteration 60F (7570.396734 sec): 3 clusters Score: Raw -176725.599997 + Penalty 1437.893895 = -175287.706102 nChanged 20 SP:Iteration 61Q (7570.445872 sec): 3 clusters Score: Raw -176733.794206 + Penalty 1437.893895 = -175295.900311 nChanged 17 SP:Iteration 62Q (7570.495397 sec): 3 clusters Score: Raw -176741.069385 + Penalty 1437.893895 = -175303.175490 nChanged 12 SP:Iteration 63Q (7570.545755 sec): 3 clusters Score: Raw -176744.323457 + Penalty 1437.893895 = -175306.429562 nChanged 9 SP:Iteration 64Q (7570.595610 sec): 3 clusters Score: Raw -176747.930812 + Penalty 1437.893895 = -175310.036917 nChanged 11 SP:Iteration 65Q (7570.646031 sec): 3 clusters Score: Raw -176754.758033 + Penalty 1437.893895 = -175316.864138 nChanged 13 SP:Iteration 66Q (7570.694249 sec): 3 clusters Score: Raw -176763.805621 + Penalty 1437.893895 = -175325.911726 nChanged 11 SP:Iteration 67Q (7570.740575 sec): 3 clusters Score: Raw -176769.529592 + Penalty 1437.893895 = -175331.635697 nChanged 5 SP:Iteration 68Q (7570.787327 sec): 3 clusters Score: Raw -176770.790479 + Penalty 1437.893895 = -175332.896584 nChanged 3 SP:Iteration 69Q (7570.835608 sec): 3 clusters Score: Raw -176772.076270 + Penalty 1437.893895 = -175334.182375 nChanged 4 SP:Iteration 70Q (7570.884706 sec): 3 clusters Score: Raw -176772.906115 + Penalty 1437.893895 = -175335.012220 nChanged 3 SP:Iteration 71Q (7570.930640 sec): 3 clusters Score: Raw -176773.864824 + Penalty 1437.893895 = -175335.970929 nChanged 1 SP:Iteration 72Q (7570.975950 sec): 3 clusters Score: Raw -176774.140174 + Penalty 1437.893895 = -175336.246279 nChanged 3 SP:Iteration 73Q (7571.033993 sec): 3 clusters Score: Raw -176774.908010 + Penalty 1437.893895 = -175337.014115 nChanged 4 SP:Iteration 74Q (7571.077939 sec): 3 clusters Score: Raw -176775.895176 + Penalty 1437.893895 = -175338.001281 nChanged 2 SP:Iteration 75Q (7571.123443 sec): 3 clusters Score: Raw -176776.041420 + Penalty 1437.893895 = -175338.147525 nChanged 0 SP:Iteration 76F (7571.171085 sec): 3 clusters Score: Raw -176776.041420 + Penalty 1437.893895 = -175338.147525 nChanged 0 Trying to split cluster 10 (68088 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7571.269783 sec): 2 clusters Score: Raw -6458960.885670 + Penalty 1057.212845 = -6457903.672824 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7571.410287 sec): 3 clusters Score: Raw -6414408.992824 + Penalty 2114.425690 = -6412294.567134 nChanged 32653 SP:Iteration 1F (7571.541984 sec): 3 clusters Score: Raw -6435504.282497 + Penalty 2114.425690 = -6433389.856806 nChanged 4871 SP:Iteration 2F (7571.663074 sec): 3 clusters Score: Raw -6438588.727304 + Penalty 2114.425690 = -6436474.301614 nChanged 6197 SP:Iteration 3F (7571.793747 sec): 3 clusters Score: Raw -6443858.634311 + Penalty 2114.425690 = -6441744.208621 nChanged 6738 SP:Iteration 4F (7571.926929 sec): 3 clusters Score: Raw -6450811.583578 + Penalty 2114.425690 = -6448697.157888 nChanged 4980 SP:Iteration 5F (7572.056892 sec): 3 clusters Score: Raw -6456201.642906 + Penalty 2114.425690 = -6454087.217216 nChanged 2132 SP:Iteration 6Q (7572.177305 sec): 3 clusters Score: Raw -6458354.332546 + Penalty 2114.425690 = -6456239.906855 nChanged 546 SP:Iteration 7Q (7572.302429 sec): 3 clusters Score: Raw -6458883.006136 + Penalty 2114.425690 = -6456768.580445 nChanged 89 SP:Iteration 8Q (7572.414583 sec): 3 clusters Score: Raw -6458989.005056 + Penalty 2114.425690 = -6456874.579366 nChanged 29 SP:Iteration 9Q (7572.527944 sec): 3 clusters Score: Raw -6459049.193584 + Penalty 2114.425690 = -6456934.767893 nChanged 11 SP:Iteration 10Q (7572.629360 sec): 3 clusters Score: Raw -6459070.652009 + Penalty 2114.425690 = -6456956.226319 nChanged 8 SP:Iteration 11Q (7572.744745 sec): 3 clusters Score: Raw -6459085.288829 + Penalty 2114.425690 = -6456970.863139 nChanged 0 SP:Iteration 12F (7572.874421 sec): 3 clusters Score: Raw -6459085.288829 + Penalty 2114.425690 = -6456970.863139 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7572.893569 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7572.942777 sec): 3 clusters Score: Raw -16235.220551 + Penalty 1023.054062 = -15212.166489 nChanged 55 SP:Iteration 1F (7572.991750 sec): 3 clusters Score: Raw -16426.936819 + Penalty 1023.054062 = -15403.882757 nChanged 22 SP:Iteration 2F (7573.031200 sec): 3 clusters Score: Raw -16652.841484 + Penalty 1023.054062 = -15629.787422 nChanged 18 SP:Iteration 3F (7573.078154 sec): 3 clusters Score: Raw -16778.151630 + Penalty 1023.054062 = -15755.097568 nChanged 11 SP:Iteration 4F (7573.127179 sec): 3 clusters Score: Raw -16897.539328 + Penalty 1023.054062 = -15874.485266 nChanged 2 SP:Iteration 5Q (7573.176049 sec): 3 clusters Score: Raw -16907.937819 + Penalty 1023.054062 = -15884.883757 nChanged 0 SP:Iteration 6F (7573.223126 sec): 3 clusters Score: Raw -16907.937819 + Penalty 1023.054062 = -15884.883757 nChanged 0 Score: Raw -89569509.223028 + Penalty 55047.896722 = -89514461.326306 Splitting cluster 11 changes total score from -89515052.092643 to -89514461.326306 So it's not getting split. Trying to split cluster 12 (25874 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7592.320517 sec): 2 clusters Score: Raw -2303444.703137 + Penalty 965.294419 = -2302479.408718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7592.403698 sec): 3 clusters Score: Raw -2287189.522976 + Penalty 1930.588838 = -2285258.934138 nChanged 12088 SP:Iteration 1F (7592.473565 sec): 3 clusters Score: Raw -2294189.869746 + Penalty 1930.588838 = -2292259.280908 nChanged 1314 SP:Iteration 2F (7592.552986 sec): 3 clusters Score: Raw -2294817.825047 + Penalty 1930.588838 = -2292887.236210 nChanged 1472 SP:Iteration 3F (7592.633239 sec): 3 clusters Score: Raw -2295742.565837 + Penalty 1930.588838 = -2293811.976999 nChanged 1677 SP:Iteration 4F (7592.715770 sec): 3 clusters Score: Raw -2297039.229258 + Penalty 1930.588838 = -2295108.640421 nChanged 1738 SP:Iteration 5F (7592.785444 sec): 3 clusters Score: Raw -2298645.880176 + Penalty 1930.588838 = -2296715.291339 nChanged 1574 SP:Iteration 6F (7592.866723 sec): 3 clusters Score: Raw -2300196.375895 + Penalty 1930.588838 = -2298265.787058 nChanged 1238 SP:Iteration 7Q (7592.949418 sec): 3 clusters Score: Raw -2301280.004590 + Penalty 1930.588838 = -2299349.415752 nChanged 919 SP:Iteration 8Q (7593.022553 sec): 3 clusters Score: Raw -2301975.094037 + Penalty 1930.588838 = -2300044.505199 nChanged 656 SP:Iteration 9Q (7593.101005 sec): 3 clusters Score: Raw -2302408.945965 + Penalty 1930.588838 = -2300478.357128 nChanged 465 SP:Iteration 10Q (7593.180253 sec): 3 clusters Score: Raw -2302692.715869 + Penalty 1930.588838 = -2300762.127031 nChanged 367 SP:Iteration 11Q (7593.251226 sec): 3 clusters Score: Raw -2302914.498505 + Penalty 1930.588838 = -2300983.909667 nChanged 316 SP:Iteration 12Q (7593.329555 sec): 3 clusters Score: Raw -2303079.676847 + Penalty 1930.588838 = -2301149.088010 nChanged 230 SP:Iteration 13Q (7593.409273 sec): 3 clusters Score: Raw -2303203.345346 + Penalty 1930.588838 = -2301272.756508 nChanged 210 SP:Iteration 14Q (7593.468476 sec): 3 clusters Score: Raw -2303316.662974 + Penalty 1930.588838 = -2301386.074136 nChanged 153 SP:Iteration 15Q (7593.548940 sec): 3 clusters Score: Raw -2303398.669259 + Penalty 1930.588838 = -2301468.080421 nChanged 108 SP:Iteration 16Q (7593.607003 sec): 3 clusters Score: Raw -2303452.670779 + Penalty 1930.588838 = -2301522.081941 nChanged 88 SP:Iteration 17Q (7593.680940 sec): 3 clusters Score: Raw -2303492.827353 + Penalty 1930.588838 = -2301562.238515 nChanged 67 SP:Iteration 18Q (7593.761689 sec): 3 clusters Score: Raw -2303516.288683 + Penalty 1930.588838 = -2301585.699845 nChanged 58 SP:Iteration 19Q (7593.834323 sec): 3 clusters Score: Raw -2303534.791288 + Penalty 1930.588838 = -2301604.202451 nChanged 37 SP:Iteration 20F (7593.909327 sec): 3 clusters Score: Raw -2303548.067202 + Penalty 1930.588838 = -2301617.478365 nChanged 37 SP:Iteration 21Q (7593.993759 sec): 3 clusters Score: Raw -2303560.145893 + Penalty 1930.588838 = -2301629.557056 nChanged 27 SP:Iteration 22Q (7594.071904 sec): 3 clusters Score: Raw -2303566.789394 + Penalty 1930.588838 = -2301636.200556 nChanged 14 SP:Iteration 23Q (7594.138499 sec): 3 clusters Score: Raw -2303569.955797 + Penalty 1930.588838 = -2301639.366960 nChanged 9 SP:Iteration 24Q (7594.214186 sec): 3 clusters Score: Raw -2303572.254597 + Penalty 1930.588838 = -2301641.665759 nChanged 11 SP:Iteration 25Q (7594.276429 sec): 3 clusters Score: Raw -2303575.460307 + Penalty 1930.588838 = -2301644.871469 nChanged 14 SP:Iteration 26Q (7594.348643 sec): 3 clusters Score: Raw -2303578.897884 + Penalty 1930.588838 = -2301648.309047 nChanged 15 SP:Iteration 27Q (7594.410123 sec): 3 clusters Score: Raw -2303582.183182 + Penalty 1930.588838 = -2301651.594344 nChanged 7 SP:Iteration 28Q (7594.487534 sec): 3 clusters Score: Raw -2303584.525820 + Penalty 1930.588838 = -2301653.936982 nChanged 5 SP:Iteration 29Q (7594.545111 sec): 3 clusters Score: Raw -2303585.879235 + Penalty 1930.588838 = -2301655.290398 nChanged 9 SP:Iteration 30Q (7594.618024 sec): 3 clusters Score: Raw -2303588.638980 + Penalty 1930.588838 = -2301658.050142 nChanged 11 SP:Iteration 31Q (7594.686307 sec): 3 clusters Score: Raw -2303592.685441 + Penalty 1930.588838 = -2301662.096604 nChanged 15 SP:Iteration 32Q (7594.758641 sec): 3 clusters Score: Raw -2303597.077450 + Penalty 1930.588838 = -2301666.488612 nChanged 9 SP:Iteration 33Q (7594.830634 sec): 3 clusters Score: Raw -2303599.960635 + Penalty 1930.588838 = -2301669.371798 nChanged 7 SP:Iteration 34Q (7594.902526 sec): 3 clusters Score: Raw -2303601.511849 + Penalty 1930.588838 = -2301670.923012 nChanged 5 SP:Iteration 35Q (7594.978744 sec): 3 clusters Score: Raw -2303602.517135 + Penalty 1930.588838 = -2301671.928298 nChanged 4 SP:Iteration 36Q (7595.041251 sec): 3 clusters Score: Raw -2303603.191202 + Penalty 1930.588838 = -2301672.602365 nChanged 4 SP:Iteration 37Q (7595.109067 sec): 3 clusters Score: Raw -2303604.283845 + Penalty 1930.588838 = -2301673.695007 nChanged 5 SP:Iteration 38Q (7595.174078 sec): 3 clusters Score: Raw -2303605.207781 + Penalty 1930.588838 = -2301674.618943 nChanged 3 SP:Iteration 39Q (7595.245584 sec): 3 clusters Score: Raw -2303605.700377 + Penalty 1930.588838 = -2301675.111539 nChanged 5 SP:Iteration 40F (7595.322310 sec): 3 clusters Score: Raw -2303606.611611 + Penalty 1930.588838 = -2301676.022774 nChanged 1 SP:Iteration 41Q (7595.397070 sec): 3 clusters Score: Raw -2303607.756950 + Penalty 1930.588838 = -2301677.168112 nChanged 3 SP:Iteration 42Q (7595.459349 sec): 3 clusters Score: Raw -2303608.795942 + Penalty 1930.588838 = -2301678.207104 nChanged 7 SP:Iteration 43Q (7595.538217 sec): 3 clusters Score: Raw -2303610.104066 + Penalty 1930.588838 = -2301679.515228 nChanged 5 SP:Iteration 44Q (7595.603567 sec): 3 clusters Score: Raw -2303611.291397 + Penalty 1930.588838 = -2301680.702559 nChanged 4 SP:Iteration 45Q (7595.664072 sec): 3 clusters Score: Raw -2303612.418440 + Penalty 1930.588838 = -2301681.829602 nChanged 8 SP:Iteration 46Q (7595.732564 sec): 3 clusters Score: Raw -2303614.932840 + Penalty 1930.588838 = -2301684.344002 nChanged 7 SP:Iteration 47Q (7595.808783 sec): 3 clusters Score: Raw -2303616.622993 + Penalty 1930.588838 = -2301686.034155 nChanged 7 SP:Iteration 48Q (7595.882809 sec): 3 clusters Score: Raw -2303617.955388 + Penalty 1930.588838 = -2301687.366551 nChanged 6 SP:Iteration 49Q (7595.947012 sec): 3 clusters Score: Raw -2303619.478955 + Penalty 1930.588838 = -2301688.890117 nChanged 8 SP:Iteration 50Q (7596.014530 sec): 3 clusters Score: Raw -2303621.011838 + Penalty 1930.588838 = -2301690.423000 nChanged 6 SP:Iteration 51Q (7596.094716 sec): 3 clusters Score: Raw -2303622.395617 + Penalty 1930.588838 = -2301691.806780 nChanged 7 SP:Iteration 52Q (7596.163739 sec): 3 clusters Score: Raw -2303623.563442 + Penalty 1930.588838 = -2301692.974605 nChanged 3 SP:Iteration 53Q (7596.238499 sec): 3 clusters Score: Raw -2303624.480847 + Penalty 1930.588838 = -2301693.892010 nChanged 5 SP:Iteration 54Q (7596.320854 sec): 3 clusters Score: Raw -2303625.816921 + Penalty 1930.588838 = -2301695.228083 nChanged 4 SP:Iteration 55Q (7596.395860 sec): 3 clusters Score: Raw -2303626.713555 + Penalty 1930.588838 = -2301696.124717 nChanged 4 SP:Iteration 56Q (7596.471274 sec): 3 clusters Score: Raw -2303627.773556 + Penalty 1930.588838 = -2301697.184718 nChanged 3 SP:Iteration 57Q (7596.547069 sec): 3 clusters Score: Raw -2303628.442430 + Penalty 1930.588838 = -2301697.853592 nChanged 5 SP:Iteration 58Q (7596.622723 sec): 3 clusters Score: Raw -2303629.545100 + Penalty 1930.588838 = -2301698.956262 nChanged 3 SP:Iteration 59Q (7596.696479 sec): 3 clusters Score: Raw -2303630.344723 + Penalty 1930.588838 = -2301699.755886 nChanged 2 SP:Iteration 60F (7596.775911 sec): 3 clusters Score: Raw -2303630.669499 + Penalty 1930.588838 = -2301700.080661 nChanged 2 SP:Iteration 61Q (7596.851988 sec): 3 clusters Score: Raw -2303630.960542 + Penalty 1930.588838 = -2301700.371705 nChanged 1 SP:Iteration 62Q (7596.926424 sec): 3 clusters Score: Raw -2303631.073384 + Penalty 1930.588838 = -2301700.484546 nChanged 1 SP:Iteration 63Q (7597.001632 sec): 3 clusters Score: Raw -2303631.362466 + Penalty 1930.588838 = -2301700.773628 nChanged 1 SP:Iteration 64Q (7597.068378 sec): 3 clusters Score: Raw -2303631.580770 + Penalty 1930.588838 = -2301700.991932 nChanged 4 SP:Iteration 65Q (7597.128904 sec): 3 clusters Score: Raw -2303632.907404 + Penalty 1930.588838 = -2301702.318567 nChanged 5 SP:Iteration 66Q (7597.199770 sec): 3 clusters Score: Raw -2303634.082502 + Penalty 1930.588838 = -2301703.493665 nChanged 4 SP:Iteration 67Q (7597.273815 sec): 3 clusters Score: Raw -2303635.024637 + Penalty 1930.588838 = -2301704.435799 nChanged 2 SP:Iteration 68Q (7597.349687 sec): 3 clusters Score: Raw -2303635.362533 + Penalty 1930.588838 = -2301704.773696 nChanged 1 SP:Iteration 69Q (7597.423870 sec): 3 clusters Score: Raw -2303635.590711 + Penalty 1930.588838 = -2301705.001874 nChanged 1 SP:Iteration 70Q (7597.498306 sec): 3 clusters Score: Raw -2303635.856028 + Penalty 1930.588838 = -2301705.267190 nChanged 3 SP:Iteration 71Q (7597.572694 sec): 3 clusters Score: Raw -2303636.269487 + Penalty 1930.588838 = -2301705.680649 nChanged 2 SP:Iteration 72Q (7597.627586 sec): 3 clusters Score: Raw -2303636.599039 + Penalty 1930.588838 = -2301706.010201 nChanged 1 SP:Iteration 73Q (7597.703962 sec): 3 clusters Score: Raw -2303636.739445 + Penalty 1930.588838 = -2301706.150607 nChanged 0 SP:Iteration 74F (7597.788359 sec): 3 clusters Score: Raw -2303636.739445 + Penalty 1930.588838 = -2301706.150607 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7597.842684 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7597.926931 sec): 3 clusters Score: Raw -2659533.109622 + Penalty 1947.550096 = -2657585.559526 nChanged 13304 SP:Iteration 1F (7598.010864 sec): 3 clusters Score: Raw -2667213.991915 + Penalty 1947.550096 = -2665266.441819 nChanged 1198 SP:Iteration 2Q (7598.097301 sec): 3 clusters Score: Raw -2667592.608465 + Penalty 1947.550096 = -2665645.058369 nChanged 1144 SP:Iteration 3Q (7598.173557 sec): 3 clusters Score: Raw -2668033.404577 + Penalty 1947.550096 = -2666085.854481 nChanged 1215 SP:Iteration 4Q (7598.271399 sec): 3 clusters Score: Raw -2668613.959702 + Penalty 1947.550096 = -2666666.409606 nChanged 1343 SP:Iteration 5Q (7598.361398 sec): 3 clusters Score: Raw -2669486.618513 + Penalty 1947.550096 = -2667539.068417 nChanged 1676 SP:Iteration 6F (7598.436402 sec): 3 clusters Score: Raw -2670862.741464 + Penalty 1947.550096 = -2668915.191368 nChanged 1992 SP:Iteration 7F (7598.525565 sec): 3 clusters Score: Raw -2672656.219750 + Penalty 1947.550096 = -2670708.669654 nChanged 2086 SP:Iteration 8F (7598.605386 sec): 3 clusters Score: Raw -2674419.910925 + Penalty 1947.550096 = -2672472.360829 nChanged 1675 SP:Iteration 9F (7598.703266 sec): 3 clusters Score: Raw -2675391.850078 + Penalty 1947.550096 = -2673444.299982 nChanged 1023 SP:Iteration 10Q (7598.789156 sec): 3 clusters Score: Raw -2675829.405767 + Penalty 1947.550096 = -2673881.855671 nChanged 684 SP:Iteration 11Q (7598.870437 sec): 3 clusters Score: Raw -2676079.310431 + Penalty 1947.550096 = -2674131.760335 nChanged 525 SP:Iteration 12Q (7598.953282 sec): 3 clusters Score: Raw -2676281.517908 + Penalty 1947.550096 = -2674333.967811 nChanged 492 SP:Iteration 13Q (7599.038510 sec): 3 clusters Score: Raw -2676499.062377 + Penalty 1947.550096 = -2674551.512281 nChanged 518 SP:Iteration 14Q (7599.122286 sec): 3 clusters Score: Raw -2676741.199555 + Penalty 1947.550096 = -2674793.649459 nChanged 501 SP:Iteration 15Q (7599.192960 sec): 3 clusters Score: Raw -2677026.868764 + Penalty 1947.550096 = -2675079.318668 nChanged 512 SP:Iteration 16Q (7599.285791 sec): 3 clusters Score: Raw -2677326.953916 + Penalty 1947.550096 = -2675379.403820 nChanged 461 SP:Iteration 17Q (7599.366041 sec): 3 clusters Score: Raw -2677546.489954 + Penalty 1947.550096 = -2675598.939858 nChanged 396 SP:Iteration 18Q (7599.448027 sec): 3 clusters Score: Raw -2677705.851175 + Penalty 1947.550096 = -2675758.301079 nChanged 333 SP:Iteration 19Q (7599.523318 sec): 3 clusters Score: Raw -2677810.678125 + Penalty 1947.550096 = -2675863.128029 nChanged 260 SP:Iteration 20F (7599.620170 sec): 3 clusters Score: Raw -2677886.291477 + Penalty 1947.550096 = -2675938.741380 nChanged 223 SP:Iteration 21Q (7599.695525 sec): 3 clusters Score: Raw -2677938.455320 + Penalty 1947.550096 = -2675990.905224 nChanged 176 SP:Iteration 22Q (7599.779219 sec): 3 clusters Score: Raw -2677970.320681 + Penalty 1947.550096 = -2676022.770584 nChanged 149 SP:Iteration 23Q (7599.865224 sec): 3 clusters Score: Raw -2677993.900390 + Penalty 1947.550096 = -2676046.350294 nChanged 137 SP:Iteration 24Q (7599.955925 sec): 3 clusters Score: Raw -2678011.674458 + Penalty 1947.550096 = -2676064.124361 nChanged 112 SP:Iteration 25Q (7600.027275 sec): 3 clusters Score: Raw -2678024.265237 + Penalty 1947.550096 = -2676076.715141 nChanged 107 SP:Iteration 26Q (7600.111281 sec): 3 clusters Score: Raw -2678036.953674 + Penalty 1947.550096 = -2676089.403578 nChanged 115 SP:Iteration 27Q (7600.187458 sec): 3 clusters Score: Raw -2678050.811686 + Penalty 1947.550096 = -2676103.261590 nChanged 102 SP:Iteration 28Q (7600.270509 sec): 3 clusters Score: Raw -2678063.353969 + Penalty 1947.550096 = -2676115.803873 nChanged 112 SP:Iteration 29Q (7600.344163 sec): 3 clusters Score: Raw -2678077.645799 + Penalty 1947.550096 = -2676130.095703 nChanged 108 SP:Iteration 30Q (7600.417905 sec): 3 clusters Score: Raw -2678090.042563 + Penalty 1947.550096 = -2676142.492467 nChanged 94 SP:Iteration 31Q (7600.500187 sec): 3 clusters Score: Raw -2678099.776647 + Penalty 1947.550096 = -2676152.226551 nChanged 100 SP:Iteration 32Q (7600.583322 sec): 3 clusters Score: Raw -2678110.963024 + Penalty 1947.550096 = -2676163.412928 nChanged 96 SP:Iteration 33Q (7600.664992 sec): 3 clusters Score: Raw -2678120.498961 + Penalty 1947.550096 = -2676172.948865 nChanged 83 SP:Iteration 34Q (7600.747696 sec): 3 clusters Score: Raw -2678128.434006 + Penalty 1947.550096 = -2676180.883910 nChanged 83 SP:Iteration 35Q (7600.833688 sec): 3 clusters Score: Raw -2678136.922048 + Penalty 1947.550096 = -2676189.371952 nChanged 85 SP:Iteration 36Q (7600.918240 sec): 3 clusters Score: Raw -2678145.394610 + Penalty 1947.550096 = -2676197.844514 nChanged 79 SP:Iteration 37Q (7601.001358 sec): 3 clusters Score: Raw -2678153.328701 + Penalty 1947.550096 = -2676205.778605 nChanged 73 SP:Iteration 38Q (7601.087639 sec): 3 clusters Score: Raw -2678160.740051 + Penalty 1947.550096 = -2676213.189954 nChanged 65 SP:Iteration 39Q (7601.155012 sec): 3 clusters Score: Raw -2678166.250578 + Penalty 1947.550096 = -2676218.700482 nChanged 61 SP:Iteration 40F (7601.232312 sec): 3 clusters Score: Raw -2678170.797795 + Penalty 1947.550096 = -2676223.247699 nChanged 56 SP:Iteration 41Q (7601.313481 sec): 3 clusters Score: Raw -2678175.314612 + Penalty 1947.550096 = -2676227.764516 nChanged 65 SP:Iteration 42Q (7601.383721 sec): 3 clusters Score: Raw -2678181.006878 + Penalty 1947.550096 = -2676233.456781 nChanged 73 SP:Iteration 43Q (7601.463943 sec): 3 clusters Score: Raw -2678188.734383 + Penalty 1947.550096 = -2676241.184287 nChanged 88 SP:Iteration 44Q (7601.544891 sec): 3 clusters Score: Raw -2678197.670503 + Penalty 1947.550096 = -2676250.120407 nChanged 83 SP:Iteration 45Q (7601.624398 sec): 3 clusters Score: Raw -2678205.592135 + Penalty 1947.550096 = -2676258.042039 nChanged 68 SP:Iteration 46Q (7601.699426 sec): 3 clusters Score: Raw -2678211.367980 + Penalty 1947.550096 = -2676263.817883 nChanged 65 SP:Iteration 47Q (7601.779632 sec): 3 clusters Score: Raw -2678216.917318 + Penalty 1947.550096 = -2676269.367221 nChanged 66 SP:Iteration 48Q (7601.858053 sec): 3 clusters Score: Raw -2678221.826692 + Penalty 1947.550096 = -2676274.276595 nChanged 52 SP:Iteration 49Q (7601.937590 sec): 3 clusters Score: Raw -2678225.290733 + Penalty 1947.550096 = -2676277.740637 nChanged 49 SP:Iteration 50Q (7602.011315 sec): 3 clusters Score: Raw -2678228.256932 + Penalty 1947.550096 = -2676280.706835 nChanged 45 SP:Iteration 51Q (7602.087353 sec): 3 clusters Score: Raw -2678231.057560 + Penalty 1947.550096 = -2676283.507464 nChanged 43 SP:Iteration 52Q (7602.161751 sec): 3 clusters Score: Raw -2678234.054807 + Penalty 1947.550096 = -2676286.504710 nChanged 40 SP:Iteration 53Q (7602.241659 sec): 3 clusters Score: Raw -2678236.745617 + Penalty 1947.550096 = -2676289.195520 nChanged 39 SP:Iteration 54Q (7602.321651 sec): 3 clusters Score: Raw -2678239.221507 + Penalty 1947.550096 = -2676291.671411 nChanged 34 SP:Iteration 55Q (7602.400119 sec): 3 clusters Score: Raw -2678241.777375 + Penalty 1947.550096 = -2676294.227279 nChanged 41 SP:Iteration 56Q (7602.482991 sec): 3 clusters Score: Raw -2678244.971216 + Penalty 1947.550096 = -2676297.421119 nChanged 35 SP:Iteration 57Q (7602.556148 sec): 3 clusters Score: Raw -2678247.235461 + Penalty 1947.550096 = -2676299.685365 nChanged 34 SP:Iteration 58Q (7602.636203 sec): 3 clusters Score: Raw -2678249.310934 + Penalty 1947.550096 = -2676301.760838 nChanged 31 SP:Iteration 59Q (7602.716281 sec): 3 clusters Score: Raw -2678251.033114 + Penalty 1947.550096 = -2676303.483017 nChanged 30 SP:Iteration 60F (7602.789543 sec): 3 clusters Score: Raw -2678252.496190 + Penalty 1947.550096 = -2676304.946094 nChanged 18 SP:Iteration 61Q (7602.875850 sec): 3 clusters Score: Raw -2678253.390428 + Penalty 1947.550096 = -2676305.840332 nChanged 17 SP:Iteration 62Q (7602.952548 sec): 3 clusters Score: Raw -2678254.457402 + Penalty 1947.550096 = -2676306.907306 nChanged 21 SP:Iteration 63Q (7603.040038 sec): 3 clusters Score: Raw -2678255.932346 + Penalty 1947.550096 = -2676308.382250 nChanged 34 SP:Iteration 64Q (7603.119638 sec): 3 clusters Score: Raw -2678258.297127 + Penalty 1947.550096 = -2676310.747031 nChanged 31 SP:Iteration 65Q (7603.196114 sec): 3 clusters Score: Raw -2678259.997347 + Penalty 1947.550096 = -2676312.447251 nChanged 21 SP:Iteration 66Q (7603.278305 sec): 3 clusters Score: Raw -2678261.005758 + Penalty 1947.550096 = -2676313.455661 nChanged 18 SP:Iteration 67Q (7603.358773 sec): 3 clusters Score: Raw -2678261.705604 + Penalty 1947.550096 = -2676314.155508 nChanged 20 SP:Iteration 68Q (7603.433342 sec): 3 clusters Score: Raw -2678262.710816 + Penalty 1947.550096 = -2676315.160720 nChanged 19 SP:Iteration 69Q (7603.506964 sec): 3 clusters Score: Raw -2678263.828633 + Penalty 1947.550096 = -2676316.278537 nChanged 28 SP:Iteration 70Q (7603.595748 sec): 3 clusters Score: Raw -2678265.744549 + Penalty 1947.550096 = -2676318.194452 nChanged 22 SP:Iteration 71Q (7603.662760 sec): 3 clusters Score: Raw -2678266.866007 + Penalty 1947.550096 = -2676319.315910 nChanged 15 SP:Iteration 72Q (7603.753452 sec): 3 clusters Score: Raw -2678267.597314 + Penalty 1947.550096 = -2676320.047218 nChanged 13 SP:Iteration 73Q (7603.834368 sec): 3 clusters Score: Raw -2678268.096286 + Penalty 1947.550096 = -2676320.546190 nChanged 10 SP:Iteration 74Q (7603.916387 sec): 3 clusters Score: Raw -2678268.486490 + Penalty 1947.550096 = -2676320.936393 nChanged 8 SP:Iteration 75Q (7603.998421 sec): 3 clusters Score: Raw -2678268.794102 + Penalty 1947.550096 = -2676321.244006 nChanged 8 SP:Iteration 76Q (7604.079068 sec): 3 clusters Score: Raw -2678269.107852 + Penalty 1947.550096 = -2676321.557756 nChanged 8 SP:Iteration 77Q (7604.151147 sec): 3 clusters Score: Raw -2678269.491051 + Penalty 1947.550096 = -2676321.940955 nChanged 8 SP:Iteration 78Q (7604.195703 sec): 3 clusters Score: Raw -2678269.683415 + Penalty 1947.550096 = -2676322.133319 nChanged 4 SP:Iteration 79Q (7604.249628 sec): 3 clusters Score: Raw -2678269.779392 + Penalty 1947.550096 = -2676322.229296 nChanged 2 SP:Iteration 80F (7604.306101 sec): 3 clusters Score: Raw -2678269.847796 + Penalty 1947.550096 = -2676322.297700 nChanged 2 SP:Iteration 81Q (7604.359015 sec): 3 clusters Score: Raw -2678269.878332 + Penalty 1947.550096 = -2676322.328236 nChanged 0 SP:Iteration 82F (7604.420727 sec): 3 clusters Score: Raw -2678269.878332 + Penalty 1947.550096 = -2676322.328236 nChanged 0 Trying to split cluster 14 (6153 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7604.448040 sec): 2 clusters Score: Raw -550382.276830 + Penalty 828.846029 = -549553.430800 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7604.468034 sec): 3 clusters Score: Raw -546932.246878 + Penalty 1657.692059 = -545274.554820 nChanged 2695 SP:Iteration 1F (7604.487876 sec): 3 clusters Score: Raw -548649.412450 + Penalty 1657.692059 = -546991.720391 nChanged 455 SP:Iteration 2F (7604.507655 sec): 3 clusters Score: Raw -548940.635106 + Penalty 1657.692059 = -547282.943047 nChanged 411 SP:Iteration 3F (7604.527134 sec): 3 clusters Score: Raw -549196.129790 + Penalty 1657.692059 = -547538.437731 nChanged 380 SP:Iteration 4F (7604.546928 sec): 3 clusters Score: Raw -549426.087558 + Penalty 1657.692059 = -547768.395499 nChanged 359 SP:Iteration 5F (7604.566622 sec): 3 clusters Score: Raw -549645.004924 + Penalty 1657.692059 = -547987.312866 nChanged 321 SP:Iteration 6F (7604.586250 sec): 3 clusters Score: Raw -549820.870896 + Penalty 1657.692059 = -548163.178838 nChanged 245 SP:Iteration 7Q (7604.606007 sec): 3 clusters Score: Raw -549932.879679 + Penalty 1657.692059 = -548275.187620 nChanged 183 SP:Iteration 8Q (7604.625853 sec): 3 clusters Score: Raw -550005.335888 + Penalty 1657.692059 = -548347.643830 nChanged 136 SP:Iteration 9Q (7604.658252 sec): 3 clusters Score: Raw -550048.704338 + Penalty 1657.692059 = -548391.012279 nChanged 92 SP:Iteration 10Q (7604.677837 sec): 3 clusters Score: Raw -550071.459426 + Penalty 1657.692059 = -548413.767367 nChanged 58 SP:Iteration 11Q (7604.697566 sec): 3 clusters Score: Raw -550084.102163 + Penalty 1657.692059 = -548426.410104 nChanged 52 SP:Iteration 12Q (7604.717426 sec): 3 clusters Score: Raw -550097.041778 + Penalty 1657.692059 = -548439.349719 nChanged 45 SP:Iteration 13Q (7604.737105 sec): 3 clusters Score: Raw -550109.181668 + Penalty 1657.692059 = -548451.489609 nChanged 44 SP:Iteration 14Q (7604.756978 sec): 3 clusters Score: Raw -550117.439407 + Penalty 1657.692059 = -548459.747348 nChanged 34 SP:Iteration 15Q (7604.776843 sec): 3 clusters Score: Raw -550123.996047 + Penalty 1657.692059 = -548466.303988 nChanged 26 SP:Iteration 16Q (7604.809489 sec): 3 clusters Score: Raw -550128.454526 + Penalty 1657.692059 = -548470.762467 nChanged 23 SP:Iteration 17Q (7604.828364 sec): 3 clusters Score: Raw -550131.672401 + Penalty 1657.692059 = -548473.980342 nChanged 22 SP:Iteration 18Q (7604.848157 sec): 3 clusters Score: Raw -550135.268804 + Penalty 1657.692059 = -548477.576745 nChanged 26 SP:Iteration 19Q (7604.880461 sec): 3 clusters Score: Raw -550139.235557 + Penalty 1657.692059 = -548481.543498 nChanged 16 SP:Iteration 20F (7604.900299 sec): 3 clusters Score: Raw -550141.525076 + Penalty 1657.692059 = -548483.833017 nChanged 21 SP:Iteration 21Q (7604.944797 sec): 3 clusters Score: Raw -550144.153955 + Penalty 1657.692059 = -548486.461897 nChanged 12 SP:Iteration 22Q (7604.964198 sec): 3 clusters Score: Raw -550145.780038 + Penalty 1657.692059 = -548488.087979 nChanged 10 SP:Iteration 23Q (7604.999812 sec): 3 clusters Score: Raw -550147.926620 + Penalty 1657.692059 = -548490.234561 nChanged 11 SP:Iteration 24Q (7605.019412 sec): 3 clusters Score: Raw -550150.041550 + Penalty 1657.692059 = -548492.349492 nChanged 14 SP:Iteration 25Q (7605.039048 sec): 3 clusters Score: Raw -550152.833760 + Penalty 1657.692059 = -548495.141701 nChanged 15 SP:Iteration 26Q (7605.058686 sec): 3 clusters Score: Raw -550155.361383 + Penalty 1657.692059 = -548497.669324 nChanged 19 SP:Iteration 27Q (7605.092739 sec): 3 clusters Score: Raw -550159.627264 + Penalty 1657.692059 = -548501.935205 nChanged 28 SP:Iteration 28Q (7605.112350 sec): 3 clusters Score: Raw -550166.211489 + Penalty 1657.692059 = -548508.519431 nChanged 30 SP:Iteration 29Q (7605.131855 sec): 3 clusters Score: Raw -550172.638826 + Penalty 1657.692059 = -548514.946767 nChanged 20 SP:Iteration 30Q (7605.151285 sec): 3 clusters Score: Raw -550176.949580 + Penalty 1657.692059 = -548519.257521 nChanged 30 SP:Iteration 31Q (7605.183576 sec): 3 clusters Score: Raw -550186.387276 + Penalty 1657.692059 = -548528.695217 nChanged 40 SP:Iteration 32Q (7605.203306 sec): 3 clusters Score: Raw -550200.890896 + Penalty 1657.692059 = -548543.198838 nChanged 43 SP:Iteration 33Q (7605.222891 sec): 3 clusters Score: Raw -550216.557376 + Penalty 1657.692059 = -548558.865317 nChanged 50 SP:Iteration 34Q (7605.242366 sec): 3 clusters Score: Raw -550239.005951 + Penalty 1657.692059 = -548581.313893 nChanged 55 SP:Iteration 35Q (7605.274778 sec): 3 clusters Score: Raw -550272.738020 + Penalty 1657.692059 = -548615.045961 nChanged 78 SP:Iteration 36Q (7605.294555 sec): 3 clusters Score: Raw -550321.556268 + Penalty 1657.692059 = -548663.864209 nChanged 81 SP:Iteration 37Q (7605.314282 sec): 3 clusters Score: Raw -550385.192211 + Penalty 1657.692059 = -548727.500152 nChanged 86 SP:Iteration 38Q (7605.334023 sec): 3 clusters Score: Raw -550440.803139 + Penalty 1657.692059 = -548783.111080 nChanged 76 SP:Iteration 39Q (7605.364262 sec): 3 clusters Score: Raw -550492.911112 + Penalty 1657.692059 = -548835.219053 nChanged 71 SP:Iteration 40F (7605.384064 sec): 3 clusters Score: Raw -550532.384488 + Penalty 1657.692059 = -548874.692429 nChanged 56 SP:Iteration 41Q (7605.403329 sec): 3 clusters Score: Raw -550561.608909 + Penalty 1657.692059 = -548903.916851 nChanged 42 SP:Iteration 42Q (7605.422694 sec): 3 clusters Score: Raw -550579.007616 + Penalty 1657.692059 = -548921.315557 nChanged 35 SP:Iteration 43Q (7605.455708 sec): 3 clusters Score: Raw -550591.448810 + Penalty 1657.692059 = -548933.756751 nChanged 46 SP:Iteration 44Q (7605.475158 sec): 3 clusters Score: Raw -550607.993047 + Penalty 1657.692059 = -548950.300988 nChanged 45 SP:Iteration 45Q (7605.494384 sec): 3 clusters Score: Raw -550624.154482 + Penalty 1657.692059 = -548966.462423 nChanged 41 SP:Iteration 46Q (7605.513670 sec): 3 clusters Score: Raw -550636.894541 + Penalty 1657.692059 = -548979.202483 nChanged 34 SP:Iteration 47Q (7605.532821 sec): 3 clusters Score: Raw -550646.886568 + Penalty 1657.692059 = -548989.194510 nChanged 32 SP:Iteration 48Q (7605.551889 sec): 3 clusters Score: Raw -550657.176223 + Penalty 1657.692059 = -548999.484164 nChanged 26 SP:Iteration 49Q (7605.571074 sec): 3 clusters Score: Raw -550665.076439 + Penalty 1657.692059 = -549007.384380 nChanged 26 SP:Iteration 50Q (7605.590382 sec): 3 clusters Score: Raw -550672.882021 + Penalty 1657.692059 = -549015.189962 nChanged 28 SP:Iteration 51Q (7605.609167 sec): 3 clusters Score: Raw -550681.020694 + Penalty 1657.692059 = -549023.328635 nChanged 22 SP:Iteration 52Q (7605.628058 sec): 3 clusters Score: Raw -550687.584992 + Penalty 1657.692059 = -549029.892933 nChanged 25 SP:Iteration 53Q (7605.646774 sec): 3 clusters Score: Raw -550695.347834 + Penalty 1657.692059 = -549037.655775 nChanged 22 SP:Iteration 54Q (7605.681200 sec): 3 clusters Score: Raw -550701.835638 + Penalty 1657.692059 = -549044.143580 nChanged 28 SP:Iteration 55Q (7605.700113 sec): 3 clusters Score: Raw -550710.913274 + Penalty 1657.692059 = -549053.221215 nChanged 30 SP:Iteration 56Q (7605.718957 sec): 3 clusters Score: Raw -550719.562951 + Penalty 1657.692059 = -549061.870892 nChanged 24 SP:Iteration 57Q (7605.737717 sec): 3 clusters Score: Raw -550724.913033 + Penalty 1657.692059 = -549067.220974 nChanged 14 SP:Iteration 58Q (7605.772256 sec): 3 clusters Score: Raw -550727.382395 + Penalty 1657.692059 = -549069.690337 nChanged 8 SP:Iteration 59Q (7605.790930 sec): 3 clusters Score: Raw -550729.530255 + Penalty 1657.692059 = -549071.838196 nChanged 12 SP:Iteration 60F (7605.810826 sec): 3 clusters Score: Raw -550734.065743 + Penalty 1657.692059 = -549076.373685 nChanged 16 SP:Iteration 61Q (7605.829464 sec): 3 clusters Score: Raw -550740.623036 + Penalty 1657.692059 = -549082.930977 nChanged 18 SP:Iteration 62Q (7605.854864 sec): 3 clusters Score: Raw -550746.522231 + Penalty 1657.692059 = -549088.830172 nChanged 16 SP:Iteration 63Q (7605.902764 sec): 3 clusters Score: Raw -550750.312552 + Penalty 1657.692059 = -549092.620493 nChanged 9 SP:Iteration 64Q (7605.956094 sec): 3 clusters Score: Raw -550751.721322 + Penalty 1657.692059 = -549094.029263 nChanged 5 SP:Iteration 65Q (7606.003045 sec): 3 clusters Score: Raw -550752.687939 + Penalty 1657.692059 = -549094.995880 nChanged 4 SP:Iteration 66Q (7606.031457 sec): 3 clusters Score: Raw -550753.514116 + Penalty 1657.692059 = -549095.822057 nChanged 4 SP:Iteration 67Q (7606.074815 sec): 3 clusters Score: Raw -550754.374826 + Penalty 1657.692059 = -549096.682767 nChanged 5 SP:Iteration 68Q (7606.120073 sec): 3 clusters Score: Raw -550755.545286 + Penalty 1657.692059 = -549097.853228 nChanged 7 SP:Iteration 69Q (7606.172327 sec): 3 clusters Score: Raw -550757.428068 + Penalty 1657.692059 = -549099.736009 nChanged 9 SP:Iteration 70Q (7606.227950 sec): 3 clusters Score: Raw -550760.256839 + Penalty 1657.692059 = -549102.564780 nChanged 16 SP:Iteration 71Q (7606.277918 sec): 3 clusters Score: Raw -550765.564202 + Penalty 1657.692059 = -549107.872144 nChanged 13 SP:Iteration 72Q (7606.331880 sec): 3 clusters Score: Raw -550769.389663 + Penalty 1657.692059 = -549111.697604 nChanged 10 SP:Iteration 73Q (7606.383971 sec): 3 clusters Score: Raw -550771.645160 + Penalty 1657.692059 = -549113.953101 nChanged 7 SP:Iteration 74Q (7606.439881 sec): 3 clusters Score: Raw -550773.494805 + Penalty 1657.692059 = -549115.802747 nChanged 5 SP:Iteration 75Q (7606.483129 sec): 3 clusters Score: Raw -550774.948243 + Penalty 1657.692059 = -549117.256184 nChanged 4 SP:Iteration 76Q (7606.536147 sec): 3 clusters Score: Raw -550776.154506 + Penalty 1657.692059 = -549118.462448 nChanged 5 SP:Iteration 77Q (7606.591729 sec): 3 clusters Score: Raw -550778.104182 + Penalty 1657.692059 = -549120.412124 nChanged 6 SP:Iteration 78Q (7606.634072 sec): 3 clusters Score: Raw -550780.299474 + Penalty 1657.692059 = -549122.607415 nChanged 6 SP:Iteration 79Q (7606.699410 sec): 3 clusters Score: Raw -550781.779374 + Penalty 1657.692059 = -549124.087316 nChanged 5 SP:Iteration 80F (7606.745063 sec): 3 clusters Score: Raw -550783.056596 + Penalty 1657.692059 = -549125.364538 nChanged 3 SP:Iteration 81Q (7606.761876 sec): 3 clusters Score: Raw -550783.560771 + Penalty 1657.692059 = -549125.868712 nChanged 1 SP:Iteration 82Q (7606.780699 sec): 3 clusters Score: Raw -550783.848416 + Penalty 1657.692059 = -549126.156357 nChanged 1 SP:Iteration 83Q (7606.808025 sec): 3 clusters Score: Raw -550783.978881 + Penalty 1657.692059 = -549126.286822 nChanged 1 SP:Iteration 84Q (7606.864656 sec): 3 clusters Score: Raw -550784.077226 + Penalty 1657.692059 = -549126.385167 nChanged 0 SP:Iteration 85F (7606.919458 sec): 3 clusters Score: Raw -550784.077226 + Penalty 1657.692059 = -549126.385167 nChanged 0 Trying to split cluster 15 (2645 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7606.937271 sec): 2 clusters Score: Raw -242198.251647 + Penalty 748.640503 = -241449.611145 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7606.985676 sec): 3 clusters Score: Raw -240859.648547 + Penalty 1497.281005 = -239362.367542 nChanged 1082 SP:Iteration 1F (7607.032112 sec): 3 clusters Score: Raw -241544.281849 + Penalty 1497.281005 = -240047.000843 nChanged 216 SP:Iteration 2F (7607.075504 sec): 3 clusters Score: Raw -241682.959747 + Penalty 1497.281005 = -240185.678741 nChanged 153 SP:Iteration 3F (7607.118631 sec): 3 clusters Score: Raw -241787.986503 + Penalty 1497.281005 = -240290.705498 nChanged 130 SP:Iteration 4Q (7607.161886 sec): 3 clusters Score: Raw -241880.170021 + Penalty 1497.281005 = -240382.889016 nChanged 109 SP:Iteration 5Q (7607.205301 sec): 3 clusters Score: Raw -241963.498979 + Penalty 1497.281005 = -240466.217974 nChanged 107 SP:Iteration 6Q (7607.239461 sec): 3 clusters Score: Raw -242039.196879 + Penalty 1497.281005 = -240541.915873 nChanged 82 SP:Iteration 7Q (7607.282950 sec): 3 clusters Score: Raw -242078.415042 + Penalty 1497.281005 = -240581.134037 nChanged 63 SP:Iteration 8Q (7607.326553 sec): 3 clusters Score: Raw -242109.001192 + Penalty 1497.281005 = -240611.720187 nChanged 66 SP:Iteration 9Q (7607.374705 sec): 3 clusters Score: Raw -242141.629820 + Penalty 1497.281005 = -240644.348814 nChanged 38 SP:Iteration 10Q (7607.426170 sec): 3 clusters Score: Raw -242160.445695 + Penalty 1497.281005 = -240663.164689 nChanged 37 SP:Iteration 11Q (7607.472461 sec): 3 clusters Score: Raw -242181.949458 + Penalty 1497.281005 = -240684.668453 nChanged 30 SP:Iteration 12Q (7607.523965 sec): 3 clusters Score: Raw -242194.099061 + Penalty 1497.281005 = -240696.818056 nChanged 30 SP:Iteration 13Q (7607.575385 sec): 3 clusters Score: Raw -242206.072115 + Penalty 1497.281005 = -240708.791109 nChanged 23 SP:Iteration 14Q (7607.627728 sec): 3 clusters Score: Raw -242218.463984 + Penalty 1497.281005 = -240721.182978 nChanged 24 SP:Iteration 15Q (7607.679764 sec): 3 clusters Score: Raw -242229.949975 + Penalty 1497.281005 = -240732.668970 nChanged 25 SP:Iteration 16Q (7607.731661 sec): 3 clusters Score: Raw -242242.783735 + Penalty 1497.281005 = -240745.502730 nChanged 17 SP:Iteration 17Q (7607.784121 sec): 3 clusters Score: Raw -242252.579361 + Penalty 1497.281005 = -240755.298355 nChanged 17 SP:Iteration 18Q (7607.830106 sec): 3 clusters Score: Raw -242260.628433 + Penalty 1497.281005 = -240763.347427 nChanged 21 SP:Iteration 19Q (7607.881202 sec): 3 clusters Score: Raw -242268.489058 + Penalty 1497.281005 = -240771.208052 nChanged 16 SP:Iteration 20F (7607.922488 sec): 3 clusters Score: Raw -242275.845945 + Penalty 1497.281005 = -240778.564939 nChanged 16 SP:Iteration 21Q (7607.975410 sec): 3 clusters Score: Raw -242285.135415 + Penalty 1497.281005 = -240787.854410 nChanged 29 SP:Iteration 22Q (7608.025975 sec): 3 clusters Score: Raw -242300.908992 + Penalty 1497.281005 = -240803.627986 nChanged 28 SP:Iteration 23Q (7608.069928 sec): 3 clusters Score: Raw -242313.236071 + Penalty 1497.281005 = -240815.955065 nChanged 25 SP:Iteration 24Q (7608.118032 sec): 3 clusters Score: Raw -242323.595028 + Penalty 1497.281005 = -240826.314023 nChanged 19 SP:Iteration 25Q (7608.167022 sec): 3 clusters Score: Raw -242332.357394 + Penalty 1497.281005 = -240835.076388 nChanged 20 SP:Iteration 26Q (7608.218004 sec): 3 clusters Score: Raw -242340.518080 + Penalty 1497.281005 = -240843.237074 nChanged 19 SP:Iteration 27Q (7608.268711 sec): 3 clusters Score: Raw -242347.589856 + Penalty 1497.281005 = -240850.308851 nChanged 12 SP:Iteration 28Q (7608.319506 sec): 3 clusters Score: Raw -242351.766765 + Penalty 1497.281005 = -240854.485759 nChanged 10 SP:Iteration 29Q (7608.360061 sec): 3 clusters Score: Raw -242355.044085 + Penalty 1497.281005 = -240857.763080 nChanged 12 SP:Iteration 30Q (7608.410850 sec): 3 clusters Score: Raw -242358.465544 + Penalty 1497.281005 = -240861.184539 nChanged 13 SP:Iteration 31Q (7608.461770 sec): 3 clusters Score: Raw -242363.277228 + Penalty 1497.281005 = -240865.996223 nChanged 13 SP:Iteration 32Q (7608.502324 sec): 3 clusters Score: Raw -242372.518648 + Penalty 1497.281005 = -240875.237642 nChanged 22 SP:Iteration 33Q (7608.552901 sec): 3 clusters Score: Raw -242383.146118 + Penalty 1497.281005 = -240885.865112 nChanged 14 SP:Iteration 34Q (7608.599251 sec): 3 clusters Score: Raw -242388.018459 + Penalty 1497.281005 = -240890.737453 nChanged 14 SP:Iteration 35Q (7608.650087 sec): 3 clusters Score: Raw -242392.820659 + Penalty 1497.281005 = -240895.539653 nChanged 7 SP:Iteration 36Q (7608.700910 sec): 3 clusters Score: Raw -242395.827895 + Penalty 1497.281005 = -240898.546890 nChanged 9 SP:Iteration 37Q (7608.751717 sec): 3 clusters Score: Raw -242398.840105 + Penalty 1497.281005 = -240901.559099 nChanged 11 SP:Iteration 38Q (7608.802415 sec): 3 clusters Score: Raw -242402.571679 + Penalty 1497.281005 = -240905.290674 nChanged 14 SP:Iteration 39Q (7608.853048 sec): 3 clusters Score: Raw -242408.992896 + Penalty 1497.281005 = -240911.711890 nChanged 17 SP:Iteration 40F (7608.904174 sec): 3 clusters Score: Raw -242418.041524 + Penalty 1497.281005 = -240920.760519 nChanged 13 SP:Iteration 41Q (7608.946550 sec): 3 clusters Score: Raw -242424.592270 + Penalty 1497.281005 = -240927.311265 nChanged 12 SP:Iteration 42Q (7608.997263 sec): 3 clusters Score: Raw -242429.717161 + Penalty 1497.281005 = -240932.436156 nChanged 14 SP:Iteration 43Q (7609.043993 sec): 3 clusters Score: Raw -242436.088044 + Penalty 1497.281005 = -240938.807039 nChanged 11 SP:Iteration 44Q (7609.088656 sec): 3 clusters Score: Raw -242439.511182 + Penalty 1497.281005 = -240942.230177 nChanged 7 SP:Iteration 45Q (7609.139307 sec): 3 clusters Score: Raw -242441.898646 + Penalty 1497.281005 = -240944.617641 nChanged 4 SP:Iteration 46Q (7609.185512 sec): 3 clusters Score: Raw -242442.928301 + Penalty 1497.281005 = -240945.647295 nChanged 2 SP:Iteration 47Q (7609.236344 sec): 3 clusters Score: Raw -242443.514885 + Penalty 1497.281005 = -240946.233880 nChanged 4 SP:Iteration 48Q (7609.281417 sec): 3 clusters Score: Raw -242444.221904 + Penalty 1497.281005 = -240946.940898 nChanged 2 SP:Iteration 49Q (7609.332095 sec): 3 clusters Score: Raw -242444.452366 + Penalty 1497.281005 = -240947.171361 nChanged 1 SP:Iteration 50Q (7609.382686 sec): 3 clusters Score: Raw -242444.728705 + Penalty 1497.281005 = -240947.447700 nChanged 4 SP:Iteration 51Q (7609.423677 sec): 3 clusters Score: Raw -242447.058998 + Penalty 1497.281005 = -240949.777993 nChanged 6 SP:Iteration 52Q (7609.474388 sec): 3 clusters Score: Raw -242449.856637 + Penalty 1497.281005 = -240952.575631 nChanged 4 SP:Iteration 53Q (7609.520541 sec): 3 clusters Score: Raw -242451.067120 + Penalty 1497.281005 = -240953.786115 nChanged 2 SP:Iteration 54Q (7609.571152 sec): 3 clusters Score: Raw -242451.557044 + Penalty 1497.281005 = -240954.276039 nChanged 1 SP:Iteration 55Q (7609.616713 sec): 3 clusters Score: Raw -242451.924137 + Penalty 1497.281005 = -240954.643132 nChanged 1 SP:Iteration 56Q (7609.667262 sec): 3 clusters Score: Raw -242452.271324 + Penalty 1497.281005 = -240954.990318 nChanged 1 SP:Iteration 57Q (7609.713867 sec): 3 clusters Score: Raw -242452.780356 + Penalty 1497.281005 = -240955.499351 nChanged 1 SP:Iteration 58Q (7609.764501 sec): 3 clusters Score: Raw -242452.924416 + Penalty 1497.281005 = -240955.643411 nChanged 1 SP:Iteration 59Q (7609.815309 sec): 3 clusters Score: Raw -242453.294726 + Penalty 1497.281005 = -240956.013721 nChanged 1 SP:Iteration 60F (7609.866281 sec): 3 clusters Score: Raw -242454.024205 + Penalty 1497.281005 = -240956.743199 nChanged 2 SP:Iteration 61Q (7609.917020 sec): 3 clusters Score: Raw -242454.713213 + Penalty 1497.281005 = -240957.432208 nChanged 2 SP:Iteration 62Q (7609.965223 sec): 3 clusters Score: Raw -242455.325327 + Penalty 1497.281005 = -240958.044321 nChanged 1 SP:Iteration 63Q (7610.010547 sec): 3 clusters Score: Raw -242455.550150 + Penalty 1497.281005 = -240958.269145 nChanged 1 SP:Iteration 64Q (7610.061240 sec): 3 clusters Score: Raw -242455.786765 + Penalty 1497.281005 = -240958.505760 nChanged 0 SP:Iteration 65F (7610.107551 sec): 3 clusters Score: Raw -242455.786765 + Penalty 1497.281005 = -240958.505760 nChanged 0 Trying to split cluster 16 (17484 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7610.148205 sec): 2 clusters Score: Raw -1600556.155012 + Penalty 928.058938 = -1599628.096073 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7610.209874 sec): 3 clusters Score: Raw -1589728.601883 + Penalty 1856.117877 = -1587872.484007 nChanged 8088 SP:Iteration 1F (7610.281451 sec): 3 clusters Score: Raw -1594605.315693 + Penalty 1856.117877 = -1592749.197816 nChanged 1079 SP:Iteration 2F (7610.351811 sec): 3 clusters Score: Raw -1595182.122998 + Penalty 1856.117877 = -1593326.005121 nChanged 1103 SP:Iteration 3F (7610.422115 sec): 3 clusters Score: Raw -1595822.801706 + Penalty 1856.117877 = -1593966.683829 nChanged 1125 SP:Iteration 4F (7610.494738 sec): 3 clusters Score: Raw -1596476.834777 + Penalty 1856.117877 = -1594620.716900 nChanged 1068 SP:Iteration 5F (7610.559118 sec): 3 clusters Score: Raw -1597106.307271 + Penalty 1856.117877 = -1595250.189395 nChanged 898 SP:Iteration 6F (7610.615784 sec): 3 clusters Score: Raw -1597616.811869 + Penalty 1856.117877 = -1595760.693992 nChanged 758 SP:Iteration 7Q (7610.694380 sec): 3 clusters Score: Raw -1598022.304313 + Penalty 1856.117877 = -1596166.186436 nChanged 635 SP:Iteration 8Q (7610.756004 sec): 3 clusters Score: Raw -1598314.324130 + Penalty 1856.117877 = -1596458.206254 nChanged 444 SP:Iteration 9Q (7610.832099 sec): 3 clusters Score: Raw -1598486.644494 + Penalty 1856.117877 = -1596630.526617 nChanged 351 SP:Iteration 10Q (7610.901302 sec): 3 clusters Score: Raw -1598608.049271 + Penalty 1856.117877 = -1596751.931394 nChanged 274 SP:Iteration 11Q (7610.962987 sec): 3 clusters Score: Raw -1598691.359692 + Penalty 1856.117877 = -1596835.241815 nChanged 249 SP:Iteration 12Q (7611.040826 sec): 3 clusters Score: Raw -1598756.999908 + Penalty 1856.117877 = -1596900.882031 nChanged 214 SP:Iteration 13Q (7611.102225 sec): 3 clusters Score: Raw -1598815.254060 + Penalty 1856.117877 = -1596959.136184 nChanged 209 SP:Iteration 14Q (7611.169956 sec): 3 clusters Score: Raw -1598869.936391 + Penalty 1856.117877 = -1597013.818514 nChanged 199 SP:Iteration 15Q (7611.248638 sec): 3 clusters Score: Raw -1598919.360736 + Penalty 1856.117877 = -1597063.242859 nChanged 188 SP:Iteration 16Q (7611.311740 sec): 3 clusters Score: Raw -1598970.824111 + Penalty 1856.117877 = -1597114.706235 nChanged 198 SP:Iteration 17Q (7611.389818 sec): 3 clusters Score: Raw -1599027.179441 + Penalty 1856.117877 = -1597171.061564 nChanged 199 SP:Iteration 18Q (7611.452219 sec): 3 clusters Score: Raw -1599080.076356 + Penalty 1856.117877 = -1597223.958480 nChanged 182 SP:Iteration 19Q (7611.522127 sec): 3 clusters Score: Raw -1599131.617245 + Penalty 1856.117877 = -1597275.499368 nChanged 182 SP:Iteration 20F (7611.552363 sec): 3 clusters Score: Raw -1599189.610804 + Penalty 1856.117877 = -1597333.492928 nChanged 186 SP:Iteration 21Q (7611.584373 sec): 3 clusters Score: Raw -1599243.363992 + Penalty 1856.117877 = -1597387.246115 nChanged 196 SP:Iteration 22Q (7611.664057 sec): 3 clusters Score: Raw -1599298.442399 + Penalty 1856.117877 = -1597442.324522 nChanged 176 SP:Iteration 23Q (7611.725237 sec): 3 clusters Score: Raw -1599344.501288 + Penalty 1856.117877 = -1597488.383411 nChanged 173 SP:Iteration 24Q (7611.788896 sec): 3 clusters Score: Raw -1599383.428613 + Penalty 1856.117877 = -1597527.310737 nChanged 130 SP:Iteration 25Q (7611.860550 sec): 3 clusters Score: Raw -1599412.473603 + Penalty 1856.117877 = -1597556.355726 nChanged 152 SP:Iteration 26Q (7611.908392 sec): 3 clusters Score: Raw -1599446.721501 + Penalty 1856.117877 = -1597590.603624 nChanged 159 SP:Iteration 27Q (7611.974499 sec): 3 clusters Score: Raw -1599487.980664 + Penalty 1856.117877 = -1597631.862788 nChanged 181 SP:Iteration 28Q (7612.045864 sec): 3 clusters Score: Raw -1599537.371737 + Penalty 1856.117877 = -1597681.253860 nChanged 192 SP:Iteration 29Q (7612.113570 sec): 3 clusters Score: Raw -1599597.326185 + Penalty 1856.117877 = -1597741.208308 nChanged 193 SP:Iteration 30Q (7612.172993 sec): 3 clusters Score: Raw -1599654.542190 + Penalty 1856.117877 = -1597798.424314 nChanged 186 SP:Iteration 31Q (7612.248330 sec): 3 clusters Score: Raw -1599706.353365 + Penalty 1856.117877 = -1597850.235488 nChanged 195 SP:Iteration 32Q (7612.314252 sec): 3 clusters Score: Raw -1599762.962158 + Penalty 1856.117877 = -1597906.844281 nChanged 170 SP:Iteration 33Q (7612.372138 sec): 3 clusters Score: Raw -1599812.648576 + Penalty 1856.117877 = -1597956.530700 nChanged 168 SP:Iteration 34Q (7612.438808 sec): 3 clusters Score: Raw -1599860.523078 + Penalty 1856.117877 = -1598004.405202 nChanged 163 SP:Iteration 35Q (7612.514981 sec): 3 clusters Score: Raw -1599905.757386 + Penalty 1856.117877 = -1598049.639510 nChanged 148 SP:Iteration 36Q (7612.572256 sec): 3 clusters Score: Raw -1599948.278171 + Penalty 1856.117877 = -1598092.160294 nChanged 128 SP:Iteration 37Q (7612.639943 sec): 3 clusters Score: Raw -1599988.744582 + Penalty 1856.117877 = -1598132.626705 nChanged 135 SP:Iteration 38Q (7612.708396 sec): 3 clusters Score: Raw -1600037.237193 + Penalty 1856.117877 = -1598181.119316 nChanged 152 SP:Iteration 39Q (7612.775788 sec): 3 clusters Score: Raw -1600093.520589 + Penalty 1856.117877 = -1598237.402713 nChanged 150 SP:Iteration 40F (7612.845663 sec): 3 clusters Score: Raw -1600155.894325 + Penalty 1856.117877 = -1598299.776448 nChanged 158 SP:Iteration 41Q (7612.917074 sec): 3 clusters Score: Raw -1600218.827033 + Penalty 1856.117877 = -1598362.709156 nChanged 155 SP:Iteration 42Q (7612.979025 sec): 3 clusters Score: Raw -1600285.334960 + Penalty 1856.117877 = -1598429.217083 nChanged 151 SP:Iteration 43Q (7613.045670 sec): 3 clusters Score: Raw -1600346.739258 + Penalty 1856.117877 = -1598490.621381 nChanged 131 SP:Iteration 44Q (7613.108991 sec): 3 clusters Score: Raw -1600405.829756 + Penalty 1856.117877 = -1598549.711880 nChanged 122 SP:Iteration 45Q (7613.172810 sec): 3 clusters Score: Raw -1600457.973286 + Penalty 1856.117877 = -1598601.855409 nChanged 93 SP:Iteration 46Q (7613.239504 sec): 3 clusters Score: Raw -1600499.658700 + Penalty 1856.117877 = -1598643.540823 nChanged 68 SP:Iteration 47Q (7613.296541 sec): 3 clusters Score: Raw -1600526.424358 + Penalty 1856.117877 = -1598670.306481 nChanged 62 SP:Iteration 48Q (7613.361317 sec): 3 clusters Score: Raw -1600555.434148 + Penalty 1856.117877 = -1598699.316271 nChanged 72 SP:Iteration 49Q (7613.432245 sec): 3 clusters Score: Raw -1600587.355214 + Penalty 1856.117877 = -1598731.237338 nChanged 55 SP:Iteration 50Q (7613.486583 sec): 3 clusters Score: Raw -1600611.702694 + Penalty 1856.117877 = -1598755.584818 nChanged 48 SP:Iteration 51Q (7613.552131 sec): 3 clusters Score: Raw -1600635.191269 + Penalty 1856.117877 = -1598779.073393 nChanged 50 SP:Iteration 52Q (7613.618055 sec): 3 clusters Score: Raw -1600661.620916 + Penalty 1856.117877 = -1598805.503039 nChanged 45 SP:Iteration 53Q (7613.672199 sec): 3 clusters Score: Raw -1600681.472339 + Penalty 1856.117877 = -1598825.354463 nChanged 33 SP:Iteration 54Q (7613.740108 sec): 3 clusters Score: Raw -1600698.122491 + Penalty 1856.117877 = -1598842.004614 nChanged 33 SP:Iteration 55Q (7613.815454 sec): 3 clusters Score: Raw -1600719.453078 + Penalty 1856.117877 = -1598863.335201 nChanged 34 SP:Iteration 56Q (7613.881051 sec): 3 clusters Score: Raw -1600739.321543 + Penalty 1856.117877 = -1598883.203666 nChanged 34 SP:Iteration 57Q (7613.938733 sec): 3 clusters Score: Raw -1600752.211196 + Penalty 1856.117877 = -1598896.093319 nChanged 19 SP:Iteration 58Q (7614.004017 sec): 3 clusters Score: Raw -1600758.454702 + Penalty 1856.117877 = -1598902.336826 nChanged 17 SP:Iteration 59Q (7614.070088 sec): 3 clusters Score: Raw -1600768.647641 + Penalty 1856.117877 = -1598912.529764 nChanged 25 SP:Iteration 60F (7614.128606 sec): 3 clusters Score: Raw -1600782.041670 + Penalty 1856.117877 = -1598925.923793 nChanged 20 SP:Iteration 61Q (7614.204068 sec): 3 clusters Score: Raw -1600793.165935 + Penalty 1856.117877 = -1598937.048059 nChanged 21 SP:Iteration 62Q (7614.261897 sec): 3 clusters Score: Raw -1600801.993501 + Penalty 1856.117877 = -1598945.875625 nChanged 12 SP:Iteration 63Q (7614.328609 sec): 3 clusters Score: Raw -1600805.875488 + Penalty 1856.117877 = -1598949.757611 nChanged 11 SP:Iteration 64Q (7614.394719 sec): 3 clusters Score: Raw -1600809.358198 + Penalty 1856.117877 = -1598953.240321 nChanged 8 SP:Iteration 65Q (7614.460032 sec): 3 clusters Score: Raw -1600811.866677 + Penalty 1856.117877 = -1598955.748800 nChanged 5 SP:Iteration 66Q (7614.533710 sec): 3 clusters Score: Raw -1600813.036115 + Penalty 1856.117877 = -1598956.918239 nChanged 2 SP:Iteration 67Q (7614.599744 sec): 3 clusters Score: Raw -1600813.415626 + Penalty 1856.117877 = -1598957.297749 nChanged 1 SP:Iteration 68Q (7614.664237 sec): 3 clusters Score: Raw -1600813.659025 + Penalty 1856.117877 = -1598957.541148 nChanged 1 SP:Iteration 69Q (7614.681834 sec): 3 clusters Score: Raw -1600813.832921 + Penalty 1856.117877 = -1598957.715044 nChanged 1 SP:Iteration 70Q (7614.749495 sec): 3 clusters Score: Raw -1600814.095622 + Penalty 1856.117877 = -1598957.977745 nChanged 1 SP:Iteration 71Q (7614.811971 sec): 3 clusters Score: Raw -1600814.183919 + Penalty 1856.117877 = -1598958.066042 nChanged 0 SP:Iteration 72F (7614.890039 sec): 3 clusters Score: Raw -1600814.183919 + Penalty 1856.117877 = -1598958.066042 nChanged 0 Trying to split cluster 17 (57811 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7614.963474 sec): 2 clusters Score: Raw -5294975.845954 + Penalty 1041.668763 = -5293934.177191 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7615.082493 sec): 3 clusters Score: Raw -5257161.709452 + Penalty 2083.337526 = -5255078.371926 nChanged 27696 SP:Iteration 1F (7615.197685 sec): 3 clusters Score: Raw -5273780.804530 + Penalty 2083.337526 = -5271697.467004 nChanged 2428 SP:Iteration 2Q (7615.317250 sec): 3 clusters Score: Raw -5274624.299372 + Penalty 2083.337526 = -5272540.961846 nChanged 2886 SP:Iteration 3Q (7615.443989 sec): 3 clusters Score: Raw -5275958.270129 + Penalty 2083.337526 = -5273874.932602 nChanged 3635 SP:Iteration 4F (7615.554216 sec): 3 clusters Score: Raw -5278125.574527 + Penalty 2083.337526 = -5276042.237001 nChanged 4239 SP:Iteration 5F (7615.670449 sec): 3 clusters Score: Raw -5281319.306383 + Penalty 2083.337526 = -5279235.968857 nChanged 4318 SP:Iteration 6F (7615.787864 sec): 3 clusters Score: Raw -5285206.765712 + Penalty 2083.337526 = -5283123.428186 nChanged 3795 SP:Iteration 7F (7615.904154 sec): 3 clusters Score: Raw -5288886.668316 + Penalty 2083.337526 = -5286803.330790 nChanged 2638 SP:Iteration 8Q (7616.021695 sec): 3 clusters Score: Raw -5291384.783055 + Penalty 2083.337526 = -5289301.445529 nChanged 1697 SP:Iteration 9Q (7616.135502 sec): 3 clusters Score: Raw -5292840.782858 + Penalty 2083.337526 = -5290757.445332 nChanged 1136 SP:Iteration 10Q (7616.239433 sec): 3 clusters Score: Raw -5293713.166821 + Penalty 2083.337526 = -5291629.829295 nChanged 760 SP:Iteration 11Q (7616.348805 sec): 3 clusters Score: Raw -5294250.420534 + Penalty 2083.337526 = -5292167.083008 nChanged 567 SP:Iteration 12Q (7616.455788 sec): 3 clusters Score: Raw -5294620.438247 + Penalty 2083.337526 = -5292537.100721 nChanged 436 SP:Iteration 13Q (7616.561918 sec): 3 clusters Score: Raw -5294892.556582 + Penalty 2083.337526 = -5292809.219056 nChanged 298 SP:Iteration 14Q (7616.661783 sec): 3 clusters Score: Raw -5295046.070070 + Penalty 2083.337526 = -5292962.732544 nChanged 219 SP:Iteration 15Q (7616.755412 sec): 3 clusters Score: Raw -5295154.079638 + Penalty 2083.337526 = -5293070.742112 nChanged 171 SP:Iteration 16Q (7616.870932 sec): 3 clusters Score: Raw -5295241.901035 + Penalty 2083.337526 = -5293158.563509 nChanged 138 SP:Iteration 17Q (7616.972851 sec): 3 clusters Score: Raw -5295303.122423 + Penalty 2083.337526 = -5293219.784897 nChanged 95 SP:Iteration 18Q (7617.091182 sec): 3 clusters Score: Raw -5295336.842888 + Penalty 2083.337526 = -5293253.505362 nChanged 67 SP:Iteration 19Q (7617.193506 sec): 3 clusters Score: Raw -5295358.256664 + Penalty 2083.337526 = -5293274.919138 nChanged 57 SP:Iteration 20F (7617.317728 sec): 3 clusters Score: Raw -5295381.715031 + Penalty 2083.337526 = -5293298.377505 nChanged 62 SP:Iteration 21Q (7617.429349 sec): 3 clusters Score: Raw -5295404.784200 + Penalty 2083.337526 = -5293321.446674 nChanged 41 SP:Iteration 22Q (7617.535862 sec): 3 clusters Score: Raw -5295418.177312 + Penalty 2083.337526 = -5293334.839786 nChanged 34 SP:Iteration 23Q (7617.636881 sec): 3 clusters Score: Raw -5295426.938679 + Penalty 2083.337526 = -5293343.601153 nChanged 26 SP:Iteration 24Q (7617.747545 sec): 3 clusters Score: Raw -5295433.376973 + Penalty 2083.337526 = -5293350.039446 nChanged 19 SP:Iteration 25Q (7617.860231 sec): 3 clusters Score: Raw -5295437.760248 + Penalty 2083.337526 = -5293354.422722 nChanged 16 SP:Iteration 26Q (7617.942458 sec): 3 clusters Score: Raw -5295442.196773 + Penalty 2083.337526 = -5293358.859247 nChanged 18 SP:Iteration 27Q (7618.042066 sec): 3 clusters Score: Raw -5295447.298371 + Penalty 2083.337526 = -5293363.960844 nChanged 19 SP:Iteration 28Q (7618.165779 sec): 3 clusters Score: Raw -5295450.698357 + Penalty 2083.337526 = -5293367.360831 nChanged 10 SP:Iteration 29Q (7618.275890 sec): 3 clusters Score: Raw -5295452.412756 + Penalty 2083.337526 = -5293369.075230 nChanged 10 SP:Iteration 30Q (7618.385439 sec): 3 clusters Score: Raw -5295455.011091 + Penalty 2083.337526 = -5293371.673565 nChanged 10 SP:Iteration 31Q (7618.495395 sec): 3 clusters Score: Raw -5295457.811067 + Penalty 2083.337526 = -5293374.473541 nChanged 12 SP:Iteration 32Q (7618.597583 sec): 3 clusters Score: Raw -5295460.613633 + Penalty 2083.337526 = -5293377.276107 nChanged 10 SP:Iteration 33Q (7618.710779 sec): 3 clusters Score: Raw -5295464.537759 + Penalty 2083.337526 = -5293381.200233 nChanged 15 SP:Iteration 34Q (7618.820476 sec): 3 clusters Score: Raw -5295469.963358 + Penalty 2083.337526 = -5293386.625832 nChanged 14 SP:Iteration 35Q (7618.931186 sec): 3 clusters Score: Raw -5295474.349910 + Penalty 2083.337526 = -5293391.012384 nChanged 14 SP:Iteration 36Q (7619.041067 sec): 3 clusters Score: Raw -5295477.522393 + Penalty 2083.337526 = -5293394.184867 nChanged 8 SP:Iteration 37Q (7619.136999 sec): 3 clusters Score: Raw -5295479.356196 + Penalty 2083.337526 = -5293396.018670 nChanged 9 SP:Iteration 38Q (7619.240493 sec): 3 clusters Score: Raw -5295481.792104 + Penalty 2083.337526 = -5293398.454578 nChanged 8 SP:Iteration 39Q (7619.349484 sec): 3 clusters Score: Raw -5295484.024005 + Penalty 2083.337526 = -5293400.686479 nChanged 10 SP:Iteration 40F (7619.461571 sec): 3 clusters Score: Raw -5295485.884112 + Penalty 2083.337526 = -5293402.546586 nChanged 5 SP:Iteration 41Q (7619.573385 sec): 3 clusters Score: Raw -5295486.951203 + Penalty 2083.337526 = -5293403.613677 nChanged 4 SP:Iteration 42Q (7619.680639 sec): 3 clusters Score: Raw -5295487.565079 + Penalty 2083.337526 = -5293404.227553 nChanged 3 SP:Iteration 43Q (7619.792234 sec): 3 clusters Score: Raw -5295488.407070 + Penalty 2083.337526 = -5293405.069544 nChanged 7 SP:Iteration 44Q (7619.903440 sec): 3 clusters Score: Raw -5295490.553741 + Penalty 2083.337526 = -5293407.216215 nChanged 5 SP:Iteration 45Q (7620.010644 sec): 3 clusters Score: Raw -5295491.637963 + Penalty 2083.337526 = -5293408.300437 nChanged 3 SP:Iteration 46Q (7620.120618 sec): 3 clusters Score: Raw -5295492.467687 + Penalty 2083.337526 = -5293409.130160 nChanged 4 SP:Iteration 47Q (7620.222965 sec): 3 clusters Score: Raw -5295493.456444 + Penalty 2083.337526 = -5293410.118918 nChanged 5 SP:Iteration 48Q (7620.325225 sec): 3 clusters Score: Raw -5295493.908235 + Penalty 2083.337526 = -5293410.570709 nChanged 1 SP:Iteration 49Q (7620.425521 sec): 3 clusters Score: Raw -5295494.002666 + Penalty 2083.337526 = -5293410.665140 nChanged 1 SP:Iteration 50Q (7620.536105 sec): 3 clusters Score: Raw -5295494.513642 + Penalty 2083.337526 = -5293411.176115 nChanged 0 SP:Iteration 51F (7620.652331 sec): 3 clusters Score: Raw -5295494.513642 + Penalty 2083.337526 = -5293411.176115 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7620.675319 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7620.726062 sec): 3 clusters Score: Raw -156062.247089 + Penalty 1420.422134 = -154641.824955 nChanged 647 SP:Iteration 1F (7620.767520 sec): 3 clusters Score: Raw -156505.301173 + Penalty 1420.422134 = -155084.879039 nChanged 161 SP:Iteration 2F (7620.817916 sec): 3 clusters Score: Raw -156672.059295 + Penalty 1420.422134 = -155251.637160 nChanged 137 SP:Iteration 3F (7620.863379 sec): 3 clusters Score: Raw -156807.249652 + Penalty 1420.422134 = -155386.827517 nChanged 96 SP:Iteration 4F (7620.913849 sec): 3 clusters Score: Raw -156888.087707 + Penalty 1420.422134 = -155467.665573 nChanged 97 SP:Iteration 5F (7620.960310 sec): 3 clusters Score: Raw -156961.686760 + Penalty 1420.422134 = -155541.264626 nChanged 74 SP:Iteration 6Q (7621.022791 sec): 3 clusters Score: Raw -157008.313130 + Penalty 1420.422134 = -155587.890996 nChanged 60 SP:Iteration 7Q (7621.059880 sec): 3 clusters Score: Raw -157046.918726 + Penalty 1420.422134 = -155626.496592 nChanged 45 SP:Iteration 8Q (7621.105647 sec): 3 clusters Score: Raw -157076.932582 + Penalty 1420.422134 = -155656.510447 nChanged 33 SP:Iteration 9Q (7621.164057 sec): 3 clusters Score: Raw -157107.057858 + Penalty 1420.422134 = -155686.635724 nChanged 31 SP:Iteration 10Q (7621.203396 sec): 3 clusters Score: Raw -157122.019369 + Penalty 1420.422134 = -155701.597235 nChanged 22 SP:Iteration 11Q (7621.254911 sec): 3 clusters Score: Raw -157133.577287 + Penalty 1420.422134 = -155713.155152 nChanged 20 SP:Iteration 12Q (7621.307455 sec): 3 clusters Score: Raw -157142.681694 + Penalty 1420.422134 = -155722.259560 nChanged 18 SP:Iteration 13Q (7621.356446 sec): 3 clusters Score: Raw -157150.889651 + Penalty 1420.422134 = -155730.467517 nChanged 15 SP:Iteration 14Q (7621.403922 sec): 3 clusters Score: Raw -157157.025808 + Penalty 1420.422134 = -155736.603674 nChanged 9 SP:Iteration 15Q (7621.451286 sec): 3 clusters Score: Raw -157159.670614 + Penalty 1420.422134 = -155739.248479 nChanged 8 SP:Iteration 16Q (7621.501767 sec): 3 clusters Score: Raw -157163.656093 + Penalty 1420.422134 = -155743.233959 nChanged 7 SP:Iteration 17Q (7621.553601 sec): 3 clusters Score: Raw -157167.979164 + Penalty 1420.422134 = -155747.557030 nChanged 10 SP:Iteration 18Q (7621.605483 sec): 3 clusters Score: Raw -157172.572767 + Penalty 1420.422134 = -155752.150632 nChanged 8 SP:Iteration 19Q (7621.648414 sec): 3 clusters Score: Raw -157175.802830 + Penalty 1420.422134 = -155755.380696 nChanged 6 SP:Iteration 20F (7621.699930 sec): 3 clusters Score: Raw -157178.307108 + Penalty 1420.422134 = -155757.884974 nChanged 4 SP:Iteration 21Q (7621.751934 sec): 3 clusters Score: Raw -157179.613373 + Penalty 1420.422134 = -155759.191239 nChanged 2 SP:Iteration 22Q (7621.802981 sec): 3 clusters Score: Raw -157179.859017 + Penalty 1420.422134 = -155759.436883 nChanged 0 SP:Iteration 23F (7621.853718 sec): 3 clusters Score: Raw -157179.859017 + Penalty 1420.422134 = -155759.436883 nChanged 0 Trying to split cluster 19 (28834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7621.916299 sec): 2 clusters Score: Raw -2780821.990580 + Penalty 975.584500 = -2779846.406080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7621.992520 sec): 3 clusters Score: Raw -2762441.210198 + Penalty 1951.169000 = -2760490.041198 nChanged 13382 SP:Iteration 1F (7622.073487 sec): 3 clusters Score: Raw -2770196.902214 + Penalty 1951.169000 = -2768245.733214 nChanged 1275 SP:Iteration 2Q (7622.151831 sec): 3 clusters Score: Raw -2770584.476376 + Penalty 1951.169000 = -2768633.307376 nChanged 1289 SP:Iteration 3Q (7622.236000 sec): 3 clusters Score: Raw -2770978.886621 + Penalty 1951.169000 = -2769027.717622 nChanged 1221 SP:Iteration 4Q (7622.319491 sec): 3 clusters Score: Raw -2771393.166372 + Penalty 1951.169000 = -2769441.997372 nChanged 1223 SP:Iteration 5Q (7622.402821 sec): 3 clusters Score: Raw -2771774.759367 + Penalty 1951.169000 = -2769823.590367 nChanged 1120 SP:Iteration 6Q (7622.481406 sec): 3 clusters Score: Raw -2772144.985598 + Penalty 1951.169000 = -2770193.816598 nChanged 1059 SP:Iteration 7Q (7622.555201 sec): 3 clusters Score: Raw -2772518.392436 + Penalty 1951.169000 = -2770567.223436 nChanged 1048 SP:Iteration 8Q (7622.639326 sec): 3 clusters Score: Raw -2772963.130136 + Penalty 1951.169000 = -2771011.961136 nChanged 1120 SP:Iteration 9Q (7622.714157 sec): 3 clusters Score: Raw -2773497.482469 + Penalty 1951.169000 = -2771546.313469 nChanged 1169 SP:Iteration 10Q (7622.793472 sec): 3 clusters Score: Raw -2774253.112489 + Penalty 1951.169000 = -2772301.943489 nChanged 1319 SP:Iteration 11Q (7622.870547 sec): 3 clusters Score: Raw -2775221.740260 + Penalty 1951.169000 = -2773270.571260 nChanged 1229 SP:Iteration 12Q (7622.959005 sec): 3 clusters Score: Raw -2776119.115379 + Penalty 1951.169000 = -2774167.946380 nChanged 1040 SP:Iteration 13Q (7623.034785 sec): 3 clusters Score: Raw -2776714.328249 + Penalty 1951.169000 = -2774763.159249 nChanged 740 SP:Iteration 14Q (7623.118476 sec): 3 clusters Score: Raw -2777004.613594 + Penalty 1951.169000 = -2775053.444594 nChanged 511 SP:Iteration 15Q (7623.199265 sec): 3 clusters Score: Raw -2777175.863399 + Penalty 1951.169000 = -2775224.694399 nChanged 460 SP:Iteration 16Q (7623.260941 sec): 3 clusters Score: Raw -2777335.149248 + Penalty 1951.169000 = -2775383.980248 nChanged 467 SP:Iteration 17Q (7623.352541 sec): 3 clusters Score: Raw -2777493.847611 + Penalty 1951.169000 = -2775542.678611 nChanged 448 SP:Iteration 18Q (7623.436462 sec): 3 clusters Score: Raw -2777641.583584 + Penalty 1951.169000 = -2775690.414584 nChanged 456 SP:Iteration 19Q (7623.520314 sec): 3 clusters Score: Raw -2777799.732273 + Penalty 1951.169000 = -2775848.563273 nChanged 458 SP:Iteration 20F (7623.604999 sec): 3 clusters Score: Raw -2777963.518739 + Penalty 1951.169000 = -2776012.349740 nChanged 482 SP:Iteration 21Q (7623.687209 sec): 3 clusters Score: Raw -2778151.449966 + Penalty 1951.169000 = -2776200.280966 nChanged 496 SP:Iteration 22Q (7623.759830 sec): 3 clusters Score: Raw -2778360.440034 + Penalty 1951.169000 = -2776409.271035 nChanged 463 SP:Iteration 23Q (7623.805250 sec): 3 clusters Score: Raw -2778564.102396 + Penalty 1951.169000 = -2776612.933396 nChanged 475 SP:Iteration 24Q (7623.848883 sec): 3 clusters Score: Raw -2778790.387615 + Penalty 1951.169000 = -2776839.218615 nChanged 464 SP:Iteration 25Q (7623.891927 sec): 3 clusters Score: Raw -2779031.238060 + Penalty 1951.169000 = -2777080.069060 nChanged 442 SP:Iteration 26Q (7623.934152 sec): 3 clusters Score: Raw -2779282.485758 + Penalty 1951.169000 = -2777331.316758 nChanged 420 SP:Iteration 27Q (7624.012308 sec): 3 clusters Score: Raw -2779523.607194 + Penalty 1951.169000 = -2777572.438194 nChanged 391 SP:Iteration 28Q (7624.092879 sec): 3 clusters Score: Raw -2779762.607402 + Penalty 1951.169000 = -2777811.438402 nChanged 356 SP:Iteration 29Q (7624.181978 sec): 3 clusters Score: Raw -2779995.233495 + Penalty 1951.169000 = -2778044.064495 nChanged 313 SP:Iteration 30Q (7624.261402 sec): 3 clusters Score: Raw -2780205.816659 + Penalty 1951.169000 = -2778254.647659 nChanged 278 SP:Iteration 31Q (7624.339346 sec): 3 clusters Score: Raw -2780411.530869 + Penalty 1951.169000 = -2778460.361869 nChanged 212 SP:Iteration 32Q (7624.416550 sec): 3 clusters Score: Raw -2780566.579051 + Penalty 1951.169000 = -2778615.410051 nChanged 151 SP:Iteration 33Q (7624.494835 sec): 3 clusters Score: Raw -2780699.953349 + Penalty 1951.169000 = -2778748.784349 nChanged 110 SP:Iteration 34Q (7624.572281 sec): 3 clusters Score: Raw -2780788.971267 + Penalty 1951.169000 = -2778837.802268 nChanged 63 SP:Iteration 35Q (7624.649845 sec): 3 clusters Score: Raw -2780838.375425 + Penalty 1951.169000 = -2778887.206425 nChanged 31 SP:Iteration 36Q (7624.727167 sec): 3 clusters Score: Raw -2780861.104589 + Penalty 1951.169000 = -2778909.935589 nChanged 22 SP:Iteration 37Q (7624.803629 sec): 3 clusters Score: Raw -2780876.831798 + Penalty 1951.169000 = -2778925.662798 nChanged 18 SP:Iteration 38Q (7624.881079 sec): 3 clusters Score: Raw -2780895.544890 + Penalty 1951.169000 = -2778944.375891 nChanged 28 SP:Iteration 39Q (7624.957981 sec): 3 clusters Score: Raw -2780914.110827 + Penalty 1951.169000 = -2778962.941827 nChanged 12 SP:Iteration 40F (7625.040543 sec): 3 clusters Score: Raw -2780921.104292 + Penalty 1951.169000 = -2778969.935293 nChanged 11 SP:Iteration 41Q (7625.116516 sec): 3 clusters Score: Raw -2780934.510863 + Penalty 1951.169000 = -2778983.341863 nChanged 11 SP:Iteration 42Q (7625.192389 sec): 3 clusters Score: Raw -2780945.015600 + Penalty 1951.169000 = -2778993.846600 nChanged 4 SP:Iteration 43Q (7625.270405 sec): 3 clusters Score: Raw -2780950.052730 + Penalty 1951.169000 = -2778998.883730 nChanged 5 SP:Iteration 44Q (7625.348110 sec): 3 clusters Score: Raw -2780954.143408 + Penalty 1951.169000 = -2779002.974408 nChanged 4 SP:Iteration 45Q (7625.424955 sec): 3 clusters Score: Raw -2780956.518027 + Penalty 1951.169000 = -2779005.349027 nChanged 2 SP:Iteration 46Q (7625.502955 sec): 3 clusters Score: Raw -2780957.350388 + Penalty 1951.169000 = -2779006.181388 nChanged 0 SP:Iteration 47F (7625.586699 sec): 3 clusters Score: Raw -2780957.350388 + Penalty 1951.169000 = -2779006.181388 nChanged 0 Trying to split cluster 20 (21754 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7625.634074 sec): 2 clusters Score: Raw -1857208.644648 + Penalty 948.817528 = -1856259.827119 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7625.701851 sec): 3 clusters Score: Raw -1843752.763542 + Penalty 1897.635056 = -1841855.128486 nChanged 10122 SP:Iteration 1F (7625.786858 sec): 3 clusters Score: Raw -1849521.092675 + Penalty 1897.635056 = -1847623.457619 nChanged 1153 SP:Iteration 2F (7625.858785 sec): 3 clusters Score: Raw -1850033.311015 + Penalty 1897.635056 = -1848135.675959 nChanged 1203 SP:Iteration 3F (7625.931269 sec): 3 clusters Score: Raw -1850682.832329 + Penalty 1897.635056 = -1848785.197273 nChanged 1296 SP:Iteration 4F (7625.999267 sec): 3 clusters Score: Raw -1851494.907808 + Penalty 1897.635056 = -1849597.272752 nChanged 1378 SP:Iteration 5F (7626.078406 sec): 3 clusters Score: Raw -1852474.577865 + Penalty 1897.635056 = -1850576.942809 nChanged 1396 SP:Iteration 6F (7626.148345 sec): 3 clusters Score: Raw -1853443.772262 + Penalty 1897.635056 = -1851546.137206 nChanged 1269 SP:Iteration 7F (7626.225288 sec): 3 clusters Score: Raw -1854310.690418 + Penalty 1897.635056 = -1852413.055362 nChanged 1095 SP:Iteration 8F (7626.301826 sec): 3 clusters Score: Raw -1855012.703633 + Penalty 1897.635056 = -1853115.068577 nChanged 863 SP:Iteration 9Q (7626.373463 sec): 3 clusters Score: Raw -1855527.875221 + Penalty 1897.635056 = -1853630.240165 nChanged 682 SP:Iteration 10Q (7626.443566 sec): 3 clusters Score: Raw -1855929.550414 + Penalty 1897.635056 = -1854031.915358 nChanged 557 SP:Iteration 11Q (7626.514466 sec): 3 clusters Score: Raw -1856273.602867 + Penalty 1897.635056 = -1854375.967810 nChanged 515 SP:Iteration 12Q (7626.596842 sec): 3 clusters Score: Raw -1856582.214433 + Penalty 1897.635056 = -1854684.579377 nChanged 460 SP:Iteration 13Q (7626.674568 sec): 3 clusters Score: Raw -1856867.730684 + Penalty 1897.635056 = -1854970.095628 nChanged 395 SP:Iteration 14Q (7626.750408 sec): 3 clusters Score: Raw -1857124.569258 + Penalty 1897.635056 = -1855226.934202 nChanged 350 SP:Iteration 15Q (7626.826111 sec): 3 clusters Score: Raw -1857329.732726 + Penalty 1897.635056 = -1855432.097670 nChanged 297 SP:Iteration 16Q (7626.900323 sec): 3 clusters Score: Raw -1857451.393813 + Penalty 1897.635056 = -1855553.758756 nChanged 218 SP:Iteration 17Q (7626.971904 sec): 3 clusters Score: Raw -1857512.347904 + Penalty 1897.635056 = -1855614.712847 nChanged 162 SP:Iteration 18Q (7627.042936 sec): 3 clusters Score: Raw -1857562.653833 + Penalty 1897.635056 = -1855665.018777 nChanged 166 SP:Iteration 19Q (7627.117582 sec): 3 clusters Score: Raw -1857606.700700 + Penalty 1897.635056 = -1855709.065644 nChanged 144 SP:Iteration 20F (7627.187230 sec): 3 clusters Score: Raw -1857645.242049 + Penalty 1897.635056 = -1855747.606993 nChanged 135 SP:Iteration 21Q (7627.270430 sec): 3 clusters Score: Raw -1857676.506338 + Penalty 1897.635056 = -1855778.871282 nChanged 99 SP:Iteration 22Q (7627.345275 sec): 3 clusters Score: Raw -1857694.085149 + Penalty 1897.635056 = -1855796.450093 nChanged 82 SP:Iteration 23Q (7627.413197 sec): 3 clusters Score: Raw -1857707.528310 + Penalty 1897.635056 = -1855809.893253 nChanged 82 SP:Iteration 24Q (7627.474383 sec): 3 clusters Score: Raw -1857720.851057 + Penalty 1897.635056 = -1855823.216000 nChanged 72 SP:Iteration 25Q (7627.548001 sec): 3 clusters Score: Raw -1857731.592600 + Penalty 1897.635056 = -1855833.957544 nChanged 67 SP:Iteration 26Q (7627.603932 sec): 3 clusters Score: Raw -1857741.720195 + Penalty 1897.635056 = -1855844.085138 nChanged 78 SP:Iteration 27Q (7627.667896 sec): 3 clusters Score: Raw -1857754.981148 + Penalty 1897.635056 = -1855857.346091 nChanged 73 SP:Iteration 28Q (7627.741993 sec): 3 clusters Score: Raw -1857766.654579 + Penalty 1897.635056 = -1855869.019523 nChanged 76 SP:Iteration 29Q (7627.806603 sec): 3 clusters Score: Raw -1857777.821241 + Penalty 1897.635056 = -1855880.186185 nChanged 60 SP:Iteration 30Q (7627.878326 sec): 3 clusters Score: Raw -1857785.731298 + Penalty 1897.635056 = -1855888.096242 nChanged 55 SP:Iteration 31Q (7627.951361 sec): 3 clusters Score: Raw -1857792.950754 + Penalty 1897.635056 = -1855895.315698 nChanged 42 SP:Iteration 32Q (7628.016027 sec): 3 clusters Score: Raw -1857797.616880 + Penalty 1897.635056 = -1855899.981824 nChanged 43 SP:Iteration 33Q (7628.089123 sec): 3 clusters Score: Raw -1857803.384343 + Penalty 1897.635056 = -1855905.749287 nChanged 33 SP:Iteration 34Q (7628.157861 sec): 3 clusters Score: Raw -1857806.968767 + Penalty 1897.635056 = -1855909.333710 nChanged 30 SP:Iteration 35Q (7628.236123 sec): 3 clusters Score: Raw -1857809.522827 + Penalty 1897.635056 = -1855911.887771 nChanged 21 SP:Iteration 36Q (7628.305141 sec): 3 clusters Score: Raw -1857810.865934 + Penalty 1897.635056 = -1855913.230878 nChanged 22 SP:Iteration 37Q (7628.373289 sec): 3 clusters Score: Raw -1857813.401765 + Penalty 1897.635056 = -1855915.766709 nChanged 28 SP:Iteration 38Q (7628.429958 sec): 3 clusters Score: Raw -1857816.052909 + Penalty 1897.635056 = -1855918.417853 nChanged 31 SP:Iteration 39Q (7628.514749 sec): 3 clusters Score: Raw -1857819.069276 + Penalty 1897.635056 = -1855921.434220 nChanged 22 SP:Iteration 40F (7628.590361 sec): 3 clusters Score: Raw -1857820.626874 + Penalty 1897.635056 = -1855922.991817 nChanged 12 SP:Iteration 41Q (7628.656199 sec): 3 clusters Score: Raw -1857821.673174 + Penalty 1897.635056 = -1855924.038118 nChanged 15 SP:Iteration 42Q (7628.724942 sec): 3 clusters Score: Raw -1857823.313722 + Penalty 1897.635056 = -1855925.678666 nChanged 15 SP:Iteration 43Q (7628.788392 sec): 3 clusters Score: Raw -1857824.932228 + Penalty 1897.635056 = -1855927.297172 nChanged 18 SP:Iteration 44Q (7628.860306 sec): 3 clusters Score: Raw -1857827.110204 + Penalty 1897.635056 = -1855929.475148 nChanged 24 SP:Iteration 45Q (7628.930717 sec): 3 clusters Score: Raw -1857829.627740 + Penalty 1897.635056 = -1855931.992683 nChanged 22 SP:Iteration 46Q (7628.998191 sec): 3 clusters Score: Raw -1857832.045487 + Penalty 1897.635056 = -1855934.410431 nChanged 19 SP:Iteration 47Q (7629.070457 sec): 3 clusters Score: Raw -1857833.877894 + Penalty 1897.635056 = -1855936.242838 nChanged 18 SP:Iteration 48Q (7629.132830 sec): 3 clusters Score: Raw -1857835.627398 + Penalty 1897.635056 = -1855937.992342 nChanged 21 SP:Iteration 49Q (7629.193023 sec): 3 clusters Score: Raw -1857837.488559 + Penalty 1897.635056 = -1855939.853503 nChanged 19 SP:Iteration 50Q (7629.263723 sec): 3 clusters Score: Raw -1857839.578043 + Penalty 1897.635056 = -1855941.942987 nChanged 21 SP:Iteration 51Q (7629.335484 sec): 3 clusters Score: Raw -1857841.697379 + Penalty 1897.635056 = -1855944.062323 nChanged 19 SP:Iteration 52Q (7629.404524 sec): 3 clusters Score: Raw -1857843.134923 + Penalty 1897.635056 = -1855945.499866 nChanged 18 SP:Iteration 53Q (7629.482882 sec): 3 clusters Score: Raw -1857844.685056 + Penalty 1897.635056 = -1855947.050000 nChanged 15 SP:Iteration 54Q (7629.541456 sec): 3 clusters Score: Raw -1857846.014523 + Penalty 1897.635056 = -1855948.379467 nChanged 16 SP:Iteration 55Q (7629.613976 sec): 3 clusters Score: Raw -1857847.733039 + Penalty 1897.635056 = -1855950.097983 nChanged 13 SP:Iteration 56Q (7629.684417 sec): 3 clusters Score: Raw -1857848.863398 + Penalty 1897.635056 = -1855951.228342 nChanged 14 SP:Iteration 57Q (7629.756286 sec): 3 clusters Score: Raw -1857850.005359 + Penalty 1897.635056 = -1855952.370302 nChanged 9 SP:Iteration 58Q (7629.827139 sec): 3 clusters Score: Raw -1857850.707112 + Penalty 1897.635056 = -1855953.072056 nChanged 11 SP:Iteration 59Q (7629.898074 sec): 3 clusters Score: Raw -1857851.605704 + Penalty 1897.635056 = -1855953.970648 nChanged 9 SP:Iteration 60F (7629.972514 sec): 3 clusters Score: Raw -1857852.187818 + Penalty 1897.635056 = -1855954.552761 nChanged 10 SP:Iteration 61Q (7630.045695 sec): 3 clusters Score: Raw -1857853.086266 + Penalty 1897.635056 = -1855955.451209 nChanged 11 SP:Iteration 62Q (7630.112451 sec): 3 clusters Score: Raw -1857853.904027 + Penalty 1897.635056 = -1855956.268971 nChanged 12 SP:Iteration 63Q (7630.191524 sec): 3 clusters Score: Raw -1857854.809174 + Penalty 1897.635056 = -1855957.174117 nChanged 7 SP:Iteration 64Q (7630.253740 sec): 3 clusters Score: Raw -1857855.227726 + Penalty 1897.635056 = -1855957.592670 nChanged 3 SP:Iteration 65Q (7630.308767 sec): 3 clusters Score: Raw -1857855.403642 + Penalty 1897.635056 = -1855957.768586 nChanged 3 SP:Iteration 66Q (7630.387344 sec): 3 clusters Score: Raw -1857855.647115 + Penalty 1897.635056 = -1855958.012059 nChanged 1 SP:Iteration 67Q (7630.452797 sec): 3 clusters Score: Raw -1857855.747188 + Penalty 1897.635056 = -1855958.112132 nChanged 0 SP:Iteration 68F (7630.527190 sec): 3 clusters Score: Raw -1857855.747188 + Penalty 1897.635056 = -1855958.112132 nChanged 0 Trying to split cluster 21 (30830 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7630.591963 sec): 2 clusters Score: Raw -2968977.705934 + Penalty 981.943134 = -2967995.762800 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7630.666851 sec): 3 clusters Score: Raw -2949357.512218 + Penalty 1963.886269 = -2947393.625949 nChanged 14529 SP:Iteration 1F (7630.761602 sec): 3 clusters Score: Raw -2957695.736596 + Penalty 1963.886269 = -2955731.850327 nChanged 1434 SP:Iteration 2Q (7630.852362 sec): 3 clusters Score: Raw -2958253.383604 + Penalty 1963.886269 = -2956289.497335 nChanged 1547 SP:Iteration 3F (7630.937893 sec): 3 clusters Score: Raw -2958958.419371 + Penalty 1963.886269 = -2956994.533102 nChanged 1682 SP:Iteration 4F (7630.992854 sec): 3 clusters Score: Raw -2959970.864757 + Penalty 1963.886269 = -2958006.978488 nChanged 1927 SP:Iteration 5F (7631.044811 sec): 3 clusters Score: Raw -2961398.216200 + Penalty 1963.886269 = -2959434.329931 nChanged 2010 SP:Iteration 6F (7631.096620 sec): 3 clusters Score: Raw -2963084.042348 + Penalty 1963.886269 = -2961120.156079 nChanged 1843 SP:Iteration 7F (7631.165210 sec): 3 clusters Score: Raw -2964579.533938 + Penalty 1963.886269 = -2962615.647669 nChanged 1513 SP:Iteration 8Q (7631.228202 sec): 3 clusters Score: Raw -2965597.643476 + Penalty 1963.886269 = -2963633.757207 nChanged 1099 SP:Iteration 9Q (7631.277879 sec): 3 clusters Score: Raw -2966156.045840 + Penalty 1963.886269 = -2964192.159571 nChanged 702 SP:Iteration 10Q (7631.327339 sec): 3 clusters Score: Raw -2966411.985742 + Penalty 1963.886269 = -2964448.099473 nChanged 459 SP:Iteration 11Q (7631.410808 sec): 3 clusters Score: Raw -2966559.400599 + Penalty 1963.886269 = -2964595.514330 nChanged 439 SP:Iteration 12Q (7631.503179 sec): 3 clusters Score: Raw -2966712.290898 + Penalty 1963.886269 = -2964748.404629 nChanged 407 SP:Iteration 13Q (7631.584330 sec): 3 clusters Score: Raw -2966851.670594 + Penalty 1963.886269 = -2964887.784325 nChanged 399 SP:Iteration 14Q (7631.676058 sec): 3 clusters Score: Raw -2966977.435732 + Penalty 1963.886269 = -2965013.549463 nChanged 400 SP:Iteration 15Q (7631.759428 sec): 3 clusters Score: Raw -2967108.681976 + Penalty 1963.886269 = -2965144.795707 nChanged 417 SP:Iteration 16Q (7631.843407 sec): 3 clusters Score: Raw -2967246.712661 + Penalty 1963.886269 = -2965282.826392 nChanged 379 SP:Iteration 17Q (7631.927268 sec): 3 clusters Score: Raw -2967380.212317 + Penalty 1963.886269 = -2965416.326048 nChanged 408 SP:Iteration 18Q (7632.008395 sec): 3 clusters Score: Raw -2967537.831785 + Penalty 1963.886269 = -2965573.945516 nChanged 401 SP:Iteration 19Q (7632.093745 sec): 3 clusters Score: Raw -2967714.002617 + Penalty 1963.886269 = -2965750.116348 nChanged 369 SP:Iteration 20F (7632.158789 sec): 3 clusters Score: Raw -2967865.530274 + Penalty 1963.886269 = -2965901.644005 nChanged 358 SP:Iteration 21Q (7632.251575 sec): 3 clusters Score: Raw -2968021.153469 + Penalty 1963.886269 = -2966057.267200 nChanged 339 SP:Iteration 22Q (7632.336529 sec): 3 clusters Score: Raw -2968172.339448 + Penalty 1963.886269 = -2966208.453179 nChanged 323 SP:Iteration 23Q (7632.411589 sec): 3 clusters Score: Raw -2968326.236414 + Penalty 1963.886269 = -2966362.350145 nChanged 281 SP:Iteration 24Q (7632.495372 sec): 3 clusters Score: Raw -2968460.539651 + Penalty 1963.886269 = -2966496.653382 nChanged 230 SP:Iteration 25Q (7632.578442 sec): 3 clusters Score: Raw -2968567.293603 + Penalty 1963.886269 = -2966603.407334 nChanged 198 SP:Iteration 26Q (7632.657395 sec): 3 clusters Score: Raw -2968645.972520 + Penalty 1963.886269 = -2966682.086251 nChanged 175 SP:Iteration 27Q (7632.744574 sec): 3 clusters Score: Raw -2968719.634701 + Penalty 1963.886269 = -2966755.748432 nChanged 153 SP:Iteration 28Q (7632.824381 sec): 3 clusters Score: Raw -2968780.160446 + Penalty 1963.886269 = -2966816.274177 nChanged 122 SP:Iteration 29Q (7632.906473 sec): 3 clusters Score: Raw -2968833.197757 + Penalty 1963.886269 = -2966869.311488 nChanged 111 SP:Iteration 30Q (7632.988444 sec): 3 clusters Score: Raw -2968882.335790 + Penalty 1963.886269 = -2966918.449521 nChanged 93 SP:Iteration 31Q (7633.069337 sec): 3 clusters Score: Raw -2968927.023811 + Penalty 1963.886269 = -2966963.137542 nChanged 75 SP:Iteration 32Q (7633.147583 sec): 3 clusters Score: Raw -2968959.673358 + Penalty 1963.886269 = -2966995.787089 nChanged 66 SP:Iteration 33Q (7633.221689 sec): 3 clusters Score: Raw -2968991.012896 + Penalty 1963.886269 = -2967027.126627 nChanged 61 SP:Iteration 34Q (7633.304409 sec): 3 clusters Score: Raw -2969024.626982 + Penalty 1963.886269 = -2967060.740713 nChanged 55 SP:Iteration 35Q (7633.384573 sec): 3 clusters Score: Raw -2969053.277595 + Penalty 1963.886269 = -2967089.391326 nChanged 39 SP:Iteration 36Q (7633.463856 sec): 3 clusters Score: Raw -2969068.592930 + Penalty 1963.886269 = -2967104.706661 nChanged 35 SP:Iteration 37Q (7633.543671 sec): 3 clusters Score: Raw -2969085.297695 + Penalty 1963.886269 = -2967121.411426 nChanged 27 SP:Iteration 38Q (7633.623086 sec): 3 clusters Score: Raw -2969095.900488 + Penalty 1963.886269 = -2967132.014219 nChanged 22 SP:Iteration 39Q (7633.703016 sec): 3 clusters Score: Raw -2969107.378369 + Penalty 1963.886269 = -2967143.492100 nChanged 23 SP:Iteration 40F (7633.789303 sec): 3 clusters Score: Raw -2969117.053325 + Penalty 1963.886269 = -2967153.167056 nChanged 15 SP:Iteration 41Q (7633.869563 sec): 3 clusters Score: Raw -2969126.934579 + Penalty 1963.886269 = -2967163.048310 nChanged 18 SP:Iteration 42Q (7633.945300 sec): 3 clusters Score: Raw -2969134.660502 + Penalty 1963.886269 = -2967170.774234 nChanged 11 SP:Iteration 43Q (7634.013852 sec): 3 clusters Score: Raw -2969139.807590 + Penalty 1963.886269 = -2967175.921321 nChanged 9 SP:Iteration 44Q (7634.087623 sec): 3 clusters Score: Raw -2969144.806255 + Penalty 1963.886269 = -2967180.919986 nChanged 10 SP:Iteration 45Q (7634.173234 sec): 3 clusters Score: Raw -2969148.978539 + Penalty 1963.886269 = -2967185.092270 nChanged 6 SP:Iteration 46Q (7634.251937 sec): 3 clusters Score: Raw -2969152.760566 + Penalty 1963.886269 = -2967188.874297 nChanged 3 SP:Iteration 47Q (7634.329767 sec): 3 clusters Score: Raw -2969154.272890 + Penalty 1963.886269 = -2967190.386621 nChanged 1 SP:Iteration 48Q (7634.409344 sec): 3 clusters Score: Raw -2969154.845544 + Penalty 1963.886269 = -2967190.959275 nChanged 3 SP:Iteration 49Q (7634.479026 sec): 3 clusters Score: Raw -2969155.998431 + Penalty 1963.886269 = -2967192.112162 nChanged 4 SP:Iteration 50Q (7634.552052 sec): 3 clusters Score: Raw -2969157.078685 + Penalty 1963.886269 = -2967193.192416 nChanged 1 SP:Iteration 51Q (7634.627092 sec): 3 clusters Score: Raw -2969157.478640 + Penalty 1963.886269 = -2967193.592371 nChanged 2 SP:Iteration 52Q (7634.704136 sec): 3 clusters Score: Raw -2969157.992168 + Penalty 1963.886269 = -2967194.105899 nChanged 0 SP:Iteration 53F (7634.789439 sec): 3 clusters Score: Raw -2969157.992168 + Penalty 1963.886269 = -2967194.105899 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7634.954015 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7635.159353 sec): 3 clusters Score: Raw -12793220.021038 + Penalty 2243.674617 = -12790976.346421 nChanged 65402 SP:Iteration 1F (7635.364820 sec): 3 clusters Score: Raw -12833083.756604 + Penalty 2243.674617 = -12830840.081987 nChanged 6202 SP:Iteration 2Q (7635.582236 sec): 3 clusters Score: Raw -12835618.613904 + Penalty 2243.674617 = -12833374.939287 nChanged 8255 SP:Iteration 3F (7635.787883 sec): 3 clusters Score: Raw -12840281.087550 + Penalty 2243.674617 = -12838037.412933 nChanged 10700 SP:Iteration 4F (7635.990558 sec): 3 clusters Score: Raw -12848361.660387 + Penalty 2243.674617 = -12846117.985770 nChanged 12568 SP:Iteration 5F (7636.202092 sec): 3 clusters Score: Raw -12860222.590559 + Penalty 2243.674617 = -12857978.915941 nChanged 11341 SP:Iteration 6F (7636.391009 sec): 3 clusters Score: Raw -12872071.765134 + Penalty 2243.674617 = -12869828.090517 nChanged 6905 SP:Iteration 7F (7636.602150 sec): 3 clusters Score: Raw -12879040.490439 + Penalty 2243.674617 = -12876796.815822 nChanged 2877 SP:Iteration 8Q (7636.819810 sec): 3 clusters Score: Raw -12881679.829423 + Penalty 2243.674617 = -12879436.154806 nChanged 977 SP:Iteration 9Q (7637.022721 sec): 3 clusters Score: Raw -12882514.904878 + Penalty 2243.674617 = -12880271.230261 nChanged 345 SP:Iteration 10Q (7637.197455 sec): 3 clusters Score: Raw -12882804.612842 + Penalty 2243.674617 = -12880560.938225 nChanged 132 SP:Iteration 11Q (7637.389212 sec): 3 clusters Score: Raw -12882912.857628 + Penalty 2243.674617 = -12880669.183011 nChanged 71 SP:Iteration 12Q (7637.587596 sec): 3 clusters Score: Raw -12882968.354327 + Penalty 2243.674617 = -12880724.679710 nChanged 38 SP:Iteration 13Q (7637.767391 sec): 3 clusters Score: Raw -12883009.746685 + Penalty 2243.674617 = -12880766.072068 nChanged 27 SP:Iteration 14Q (7637.944602 sec): 3 clusters Score: Raw -12883032.869324 + Penalty 2243.674617 = -12880789.194707 nChanged 19 SP:Iteration 15Q (7638.126417 sec): 3 clusters Score: Raw -12883047.771793 + Penalty 2243.674617 = -12880804.097176 nChanged 15 SP:Iteration 16Q (7638.320846 sec): 3 clusters Score: Raw -12883055.842527 + Penalty 2243.674617 = -12880812.167909 nChanged 10 SP:Iteration 17Q (7638.493308 sec): 3 clusters Score: Raw -12883064.711576 + Penalty 2243.674617 = -12880821.036959 nChanged 7 SP:Iteration 18Q (7638.671263 sec): 3 clusters Score: Raw -12883068.805492 + Penalty 2243.674617 = -12880825.130874 nChanged 7 SP:Iteration 19Q (7638.863785 sec): 3 clusters Score: Raw -12883072.277006 + Penalty 2243.674617 = -12880828.602389 nChanged 7 SP:Iteration 20F (7639.087684 sec): 3 clusters Score: Raw -12883077.355754 + Penalty 2243.674617 = -12880833.681137 nChanged 10 SP:Iteration 21Q (7639.266363 sec): 3 clusters Score: Raw -12883082.529921 + Penalty 2243.674617 = -12880838.855304 nChanged 9 SP:Iteration 22Q (7639.447490 sec): 3 clusters Score: Raw -12883086.626935 + Penalty 2243.674617 = -12880842.952318 nChanged 4 SP:Iteration 23Q (7639.615347 sec): 3 clusters Score: Raw -12883088.041716 + Penalty 2243.674617 = -12880844.367099 nChanged 4 SP:Iteration 24Q (7639.800803 sec): 3 clusters Score: Raw -12883090.018106 + Penalty 2243.674617 = -12880846.343489 nChanged 4 SP:Iteration 25Q (7639.979662 sec): 3 clusters Score: Raw -12883092.700035 + Penalty 2243.674617 = -12880849.025418 nChanged 1 SP:Iteration 26Q (7640.153666 sec): 3 clusters Score: Raw -12883092.957537 + Penalty 2243.674617 = -12880849.282920 nChanged 1 SP:Iteration 27Q (7640.327729 sec): 3 clusters Score: Raw -12883093.203051 + Penalty 2243.674617 = -12880849.528433 nChanged 1 SP:Iteration 28Q (7640.497351 sec): 3 clusters Score: Raw -12883093.297685 + Penalty 2243.674617 = -12880849.623068 nChanged 0 SP:Iteration 29F (7640.701247 sec): 3 clusters Score: Raw -12883093.297685 + Penalty 2243.674617 = -12880849.623068 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7640.723871 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7640.772837 sec): 3 clusters Score: Raw -12854.992523 + Penalty 988.761271 = -11866.231253 nChanged 63 SP:Iteration 1F (7640.821668 sec): 3 clusters Score: Raw -12980.240516 + Penalty 988.761271 = -11991.479245 nChanged 15 SP:Iteration 2F (7640.860697 sec): 3 clusters Score: Raw -13032.276957 + Penalty 988.761271 = -12043.515686 nChanged 17 SP:Iteration 3F (7640.904290 sec): 3 clusters Score: Raw -13076.800760 + Penalty 988.761271 = -12088.039490 nChanged 11 SP:Iteration 4F (7640.953323 sec): 3 clusters Score: Raw -13093.486415 + Penalty 988.761271 = -12104.725145 nChanged 6 SP:Iteration 5Q (7641.002285 sec): 3 clusters Score: Raw -13104.228494 + Penalty 988.761271 = -12115.467223 nChanged 8 SP:Iteration 6Q (7641.040443 sec): 3 clusters Score: Raw -13125.381787 + Penalty 988.761271 = -12136.620516 nChanged 2 SP:Iteration 7Q (7641.089315 sec): 3 clusters Score: Raw -13128.946286 + Penalty 988.761271 = -12140.185016 nChanged 1 SP:Iteration 8Q (7641.138200 sec): 3 clusters Score: Raw -13130.878512 + Penalty 988.761271 = -12142.117242 nChanged 0 SP:Iteration 9F (7641.187362 sec): 3 clusters Score: Raw -13130.878512 + Penalty 988.761271 = -12142.117242 nChanged 0 Trying to split cluster 24 (5191 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7641.227315 sec): 2 clusters Score: Raw -449009.416675 + Penalty 812.694755 = -448196.721920 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7641.277874 sec): 3 clusters Score: Raw -446076.658640 + Penalty 1625.389511 = -444451.269129 nChanged 2246 SP:Iteration 1F (7641.320663 sec): 3 clusters Score: Raw -447332.344535 + Penalty 1625.389511 = -445706.955024 nChanged 386 SP:Iteration 2F (7641.373239 sec): 3 clusters Score: Raw -447604.897995 + Penalty 1625.389511 = -445979.508484 nChanged 374 SP:Iteration 3F (7641.422443 sec): 3 clusters Score: Raw -447924.380718 + Penalty 1625.389511 = -446298.991207 nChanged 399 SP:Iteration 4F (7641.467624 sec): 3 clusters Score: Raw -448257.217557 + Penalty 1625.389511 = -446631.828046 nChanged 359 SP:Iteration 5F (7641.524220 sec): 3 clusters Score: Raw -448597.976987 + Penalty 1625.389511 = -446972.587476 nChanged 333 SP:Iteration 6F (7641.568929 sec): 3 clusters Score: Raw -448880.583814 + Penalty 1625.389511 = -447255.194303 nChanged 226 SP:Iteration 7Q (7641.620973 sec): 3 clusters Score: Raw -449021.171468 + Penalty 1625.389511 = -447395.781957 nChanged 132 SP:Iteration 8Q (7641.679786 sec): 3 clusters Score: Raw -449078.983711 + Penalty 1625.389511 = -447453.594201 nChanged 94 SP:Iteration 9Q (7641.732960 sec): 3 clusters Score: Raw -449116.611751 + Penalty 1625.389511 = -447491.222240 nChanged 79 SP:Iteration 10Q (7641.787290 sec): 3 clusters Score: Raw -449141.226042 + Penalty 1625.389511 = -447515.836531 nChanged 53 SP:Iteration 11Q (7641.836904 sec): 3 clusters Score: Raw -449154.993923 + Penalty 1625.389511 = -447529.604412 nChanged 38 SP:Iteration 12Q (7641.882907 sec): 3 clusters Score: Raw -449167.576919 + Penalty 1625.389511 = -447542.187408 nChanged 48 SP:Iteration 13Q (7641.934542 sec): 3 clusters Score: Raw -449183.050685 + Penalty 1625.389511 = -447557.661174 nChanged 42 SP:Iteration 14Q (7641.987369 sec): 3 clusters Score: Raw -449196.151786 + Penalty 1625.389511 = -447570.762275 nChanged 42 SP:Iteration 15Q (7642.041508 sec): 3 clusters Score: Raw -449208.767313 + Penalty 1625.389511 = -447583.377802 nChanged 37 SP:Iteration 16Q (7642.091727 sec): 3 clusters Score: Raw -449221.499978 + Penalty 1625.389511 = -447596.110467 nChanged 30 SP:Iteration 17Q (7642.147301 sec): 3 clusters Score: Raw -449230.394455 + Penalty 1625.389511 = -447605.004944 nChanged 33 SP:Iteration 18Q (7642.191387 sec): 3 clusters Score: Raw -449240.593911 + Penalty 1625.389511 = -447615.204400 nChanged 32 SP:Iteration 19Q (7642.240867 sec): 3 clusters Score: Raw -449251.978884 + Penalty 1625.389511 = -447626.589373 nChanged 29 SP:Iteration 20F (7642.268917 sec): 3 clusters Score: Raw -449259.770391 + Penalty 1625.389511 = -447634.380880 nChanged 19 SP:Iteration 21Q (7642.305417 sec): 3 clusters Score: Raw -449264.309896 + Penalty 1625.389511 = -447638.920385 nChanged 20 SP:Iteration 22Q (7642.323516 sec): 3 clusters Score: Raw -449268.487881 + Penalty 1625.389511 = -447643.098370 nChanged 14 SP:Iteration 23Q (7642.341570 sec): 3 clusters Score: Raw -449271.956297 + Penalty 1625.389511 = -447646.566786 nChanged 17 SP:Iteration 24Q (7642.359666 sec): 3 clusters Score: Raw -449276.335973 + Penalty 1625.389511 = -447650.946463 nChanged 16 SP:Iteration 25Q (7642.377603 sec): 3 clusters Score: Raw -449280.889572 + Penalty 1625.389511 = -447655.500061 nChanged 20 SP:Iteration 26Q (7642.408887 sec): 3 clusters Score: Raw -449287.509275 + Penalty 1625.389511 = -447662.119764 nChanged 21 SP:Iteration 27Q (7642.427173 sec): 3 clusters Score: Raw -449294.327842 + Penalty 1625.389511 = -447668.938331 nChanged 15 SP:Iteration 28Q (7642.445376 sec): 3 clusters Score: Raw -449298.428374 + Penalty 1625.389511 = -447673.038863 nChanged 10 SP:Iteration 29Q (7642.463441 sec): 3 clusters Score: Raw -449300.860030 + Penalty 1625.389511 = -447675.470519 nChanged 12 SP:Iteration 30Q (7642.481566 sec): 3 clusters Score: Raw -449303.852368 + Penalty 1625.389511 = -447678.462857 nChanged 13 SP:Iteration 31Q (7642.499625 sec): 3 clusters Score: Raw -449306.467916 + Penalty 1625.389511 = -447681.078405 nChanged 7 SP:Iteration 32Q (7642.517798 sec): 3 clusters Score: Raw -449307.473401 + Penalty 1625.389511 = -447682.083890 nChanged 3 SP:Iteration 33Q (7642.552971 sec): 3 clusters Score: Raw -449308.051768 + Penalty 1625.389511 = -447682.662257 nChanged 5 SP:Iteration 34Q (7642.571176 sec): 3 clusters Score: Raw -449309.455211 + Penalty 1625.389511 = -447684.065701 nChanged 6 SP:Iteration 35Q (7642.589297 sec): 3 clusters Score: Raw -449311.552052 + Penalty 1625.389511 = -447686.162542 nChanged 8 SP:Iteration 36Q (7642.607375 sec): 3 clusters Score: Raw -449313.145199 + Penalty 1625.389511 = -447687.755688 nChanged 6 SP:Iteration 37Q (7642.625479 sec): 3 clusters Score: Raw -449314.256781 + Penalty 1625.389511 = -447688.867271 nChanged 3 SP:Iteration 38Q (7642.653320 sec): 3 clusters Score: Raw -449315.144072 + Penalty 1625.389511 = -447689.754561 nChanged 5 SP:Iteration 39Q (7642.671494 sec): 3 clusters Score: Raw -449316.157373 + Penalty 1625.389511 = -447690.767862 nChanged 6 SP:Iteration 40F (7642.690165 sec): 3 clusters Score: Raw -449317.089986 + Penalty 1625.389511 = -447691.700475 nChanged 5 SP:Iteration 41Q (7642.708289 sec): 3 clusters Score: Raw -449317.667566 + Penalty 1625.389511 = -447692.278056 nChanged 6 SP:Iteration 42Q (7642.726371 sec): 3 clusters Score: Raw -449318.648645 + Penalty 1625.389511 = -447693.259134 nChanged 4 SP:Iteration 43Q (7642.744354 sec): 3 clusters Score: Raw -449319.293607 + Penalty 1625.389511 = -447693.904097 nChanged 2 SP:Iteration 44Q (7642.775267 sec): 3 clusters Score: Raw -449319.625330 + Penalty 1625.389511 = -447694.235819 nChanged 1 SP:Iteration 45Q (7642.793513 sec): 3 clusters Score: Raw -449319.853158 + Penalty 1625.389511 = -447694.463648 nChanged 1 SP:Iteration 46Q (7642.811574 sec): 3 clusters Score: Raw -449320.003361 + Penalty 1625.389511 = -447694.613850 nChanged 2 SP:Iteration 47Q (7642.829589 sec): 3 clusters Score: Raw -449320.517024 + Penalty 1625.389511 = -447695.127514 nChanged 1 SP:Iteration 48Q (7642.847448 sec): 3 clusters Score: Raw -449320.689849 + Penalty 1625.389511 = -447695.300338 nChanged 0 SP:Iteration 49F (7642.865993 sec): 3 clusters Score: Raw -449320.689849 + Penalty 1625.389511 = -447695.300338 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7642.894134 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7642.971503 sec): 3 clusters Score: Raw -1311815.118754 + Penalty 1810.884973 = -1310004.233781 nChanged 6323 SP:Iteration 1F (7643.028924 sec): 3 clusters Score: Raw -1315289.326950 + Penalty 1810.884973 = -1313478.441977 nChanged 650 SP:Iteration 2Q (7643.090288 sec): 3 clusters Score: Raw -1315523.805352 + Penalty 1810.884973 = -1313712.920378 nChanged 627 SP:Iteration 3Q (7643.144195 sec): 3 clusters Score: Raw -1315790.889776 + Penalty 1810.884973 = -1313980.004802 nChanged 686 SP:Iteration 4Q (7643.213925 sec): 3 clusters Score: Raw -1316110.979801 + Penalty 1810.884973 = -1314300.094827 nChanged 669 SP:Iteration 5Q (7643.278158 sec): 3 clusters Score: Raw -1316476.620620 + Penalty 1810.884973 = -1314665.735646 nChanged 692 SP:Iteration 6F (7643.352420 sec): 3 clusters Score: Raw -1316918.678731 + Penalty 1810.884973 = -1315107.793757 nChanged 691 SP:Iteration 7F (7643.402702 sec): 3 clusters Score: Raw -1317389.137601 + Penalty 1810.884973 = -1315578.252628 nChanged 725 SP:Iteration 8F (7643.478502 sec): 3 clusters Score: Raw -1317944.637951 + Penalty 1810.884973 = -1316133.752978 nChanged 703 SP:Iteration 9F (7643.534834 sec): 3 clusters Score: Raw -1318484.912428 + Penalty 1810.884973 = -1316674.027455 nChanged 600 SP:Iteration 10Q (7643.585394 sec): 3 clusters Score: Raw -1318946.387533 + Penalty 1810.884973 = -1317135.502559 nChanged 506 SP:Iteration 11Q (7643.613199 sec): 3 clusters Score: Raw -1319337.934713 + Penalty 1810.884973 = -1317527.049739 nChanged 380 SP:Iteration 12Q (7643.641750 sec): 3 clusters Score: Raw -1319678.342763 + Penalty 1810.884973 = -1317867.457790 nChanged 325 SP:Iteration 13Q (7643.669477 sec): 3 clusters Score: Raw -1319976.074058 + Penalty 1810.884973 = -1318165.189084 nChanged 242 SP:Iteration 14Q (7643.697219 sec): 3 clusters Score: Raw -1320184.425560 + Penalty 1810.884973 = -1318373.540587 nChanged 190 SP:Iteration 15Q (7643.724475 sec): 3 clusters Score: Raw -1320291.546926 + Penalty 1810.884973 = -1318480.661952 nChanged 114 SP:Iteration 16Q (7643.751865 sec): 3 clusters Score: Raw -1320341.454009 + Penalty 1810.884973 = -1318530.569035 nChanged 78 SP:Iteration 17Q (7643.778148 sec): 3 clusters Score: Raw -1320377.696359 + Penalty 1810.884973 = -1318566.811386 nChanged 71 SP:Iteration 18Q (7643.851846 sec): 3 clusters Score: Raw -1320412.884722 + Penalty 1810.884973 = -1318601.999749 nChanged 56 SP:Iteration 19Q (7643.905316 sec): 3 clusters Score: Raw -1320438.194622 + Penalty 1810.884973 = -1318627.309648 nChanged 49 SP:Iteration 20F (7643.965457 sec): 3 clusters Score: Raw -1320457.329133 + Penalty 1810.884973 = -1318646.444159 nChanged 47 SP:Iteration 21Q (7644.020557 sec): 3 clusters Score: Raw -1320471.317981 + Penalty 1810.884973 = -1318660.433008 nChanged 36 SP:Iteration 22Q (7644.085685 sec): 3 clusters Score: Raw -1320484.179170 + Penalty 1810.884973 = -1318673.294197 nChanged 27 SP:Iteration 23Q (7644.146727 sec): 3 clusters Score: Raw -1320492.512451 + Penalty 1810.884973 = -1318681.627478 nChanged 21 SP:Iteration 24Q (7644.201443 sec): 3 clusters Score: Raw -1320499.352332 + Penalty 1810.884973 = -1318688.467359 nChanged 14 SP:Iteration 25Q (7644.263001 sec): 3 clusters Score: Raw -1320503.869691 + Penalty 1810.884973 = -1318692.984718 nChanged 14 SP:Iteration 26Q (7644.320569 sec): 3 clusters Score: Raw -1320509.435485 + Penalty 1810.884973 = -1318698.550512 nChanged 14 SP:Iteration 27Q (7644.370101 sec): 3 clusters Score: Raw -1320515.062003 + Penalty 1810.884973 = -1318704.177029 nChanged 12 SP:Iteration 28Q (7644.429525 sec): 3 clusters Score: Raw -1320518.588663 + Penalty 1810.884973 = -1318707.703689 nChanged 10 SP:Iteration 29Q (7644.498759 sec): 3 clusters Score: Raw -1320520.978527 + Penalty 1810.884973 = -1318710.093554 nChanged 7 SP:Iteration 30Q (7644.547475 sec): 3 clusters Score: Raw -1320522.831014 + Penalty 1810.884973 = -1318711.946041 nChanged 5 SP:Iteration 31Q (7644.617708 sec): 3 clusters Score: Raw -1320523.897084 + Penalty 1810.884973 = -1318713.012110 nChanged 4 SP:Iteration 32Q (7644.677592 sec): 3 clusters Score: Raw -1320525.057647 + Penalty 1810.884973 = -1318714.172674 nChanged 4 SP:Iteration 33Q (7644.722185 sec): 3 clusters Score: Raw -1320526.374123 + Penalty 1810.884973 = -1318715.489150 nChanged 6 SP:Iteration 34Q (7644.786819 sec): 3 clusters Score: Raw -1320527.609525 + Penalty 1810.884973 = -1318716.724551 nChanged 6 SP:Iteration 35Q (7644.849514 sec): 3 clusters Score: Raw -1320529.092366 + Penalty 1810.884973 = -1318718.207392 nChanged 5 SP:Iteration 36Q (7644.906988 sec): 3 clusters Score: Raw -1320529.907926 + Penalty 1810.884973 = -1318719.022952 nChanged 4 SP:Iteration 37Q (7644.967011 sec): 3 clusters Score: Raw -1320530.916276 + Penalty 1810.884973 = -1318720.031303 nChanged 1 SP:Iteration 38Q (7645.024439 sec): 3 clusters Score: Raw -1320531.170009 + Penalty 1810.884973 = -1318720.285036 nChanged 1 SP:Iteration 39Q (7645.084916 sec): 3 clusters Score: Raw -1320531.400466 + Penalty 1810.884973 = -1318720.515493 nChanged 1 SP:Iteration 40F (7645.135073 sec): 3 clusters Score: Raw -1320531.595951 + Penalty 1810.884973 = -1318720.710978 nChanged 1 SP:Iteration 41Q (7645.195347 sec): 3 clusters Score: Raw -1320531.927326 + Penalty 1810.884973 = -1318721.042352 nChanged 1 SP:Iteration 42Q (7645.258950 sec): 3 clusters Score: Raw -1320532.178850 + Penalty 1810.884973 = -1318721.293876 nChanged 0 SP:Iteration 43F (7645.323161 sec): 3 clusters Score: Raw -1320532.178850 + Penalty 1810.884973 = -1318721.293876 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7645.337790 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7645.350836 sec): 3 clusters Score: Raw -299953.924119 + Penalty 1540.981175 = -298412.942944 nChanged 1351 SP:Iteration 1F (7645.362818 sec): 3 clusters Score: Raw -300734.288260 + Penalty 1540.981175 = -299193.307084 nChanged 244 SP:Iteration 2F (7645.374803 sec): 3 clusters Score: Raw -300880.864199 + Penalty 1540.981175 = -299339.883024 nChanged 204 SP:Iteration 3F (7645.386753 sec): 3 clusters Score: Raw -301027.088344 + Penalty 1540.981175 = -299486.107169 nChanged 218 SP:Iteration 4F (7645.398674 sec): 3 clusters Score: Raw -301204.778742 + Penalty 1540.981175 = -299663.797567 nChanged 216 SP:Iteration 5F (7645.410608 sec): 3 clusters Score: Raw -301397.379850 + Penalty 1540.981175 = -299856.398675 nChanged 198 SP:Iteration 6F (7645.422411 sec): 3 clusters Score: Raw -301592.698813 + Penalty 1540.981175 = -300051.717637 nChanged 153 SP:Iteration 7Q (7645.434346 sec): 3 clusters Score: Raw -301729.026397 + Penalty 1540.981175 = -300188.045222 nChanged 117 SP:Iteration 8Q (7645.446119 sec): 3 clusters Score: Raw -301814.870258 + Penalty 1540.981175 = -300273.889083 nChanged 73 SP:Iteration 9Q (7645.457949 sec): 3 clusters Score: Raw -301870.044776 + Penalty 1540.981175 = -300329.063601 nChanged 69 SP:Iteration 10Q (7645.469777 sec): 3 clusters Score: Raw -301914.852281 + Penalty 1540.981175 = -300373.871105 nChanged 40 SP:Iteration 11Q (7645.481558 sec): 3 clusters Score: Raw -301931.874326 + Penalty 1540.981175 = -300390.893151 nChanged 23 SP:Iteration 12Q (7645.521890 sec): 3 clusters Score: Raw -301940.592405 + Penalty 1540.981175 = -300399.611229 nChanged 16 SP:Iteration 13Q (7645.566095 sec): 3 clusters Score: Raw -301946.895026 + Penalty 1540.981175 = -300405.913851 nChanged 11 SP:Iteration 14Q (7645.610789 sec): 3 clusters Score: Raw -301949.828941 + Penalty 1540.981175 = -300408.847766 nChanged 4 SP:Iteration 15Q (7645.658810 sec): 3 clusters Score: Raw -301952.433609 + Penalty 1540.981175 = -300411.452434 nChanged 5 SP:Iteration 16Q (7645.710442 sec): 3 clusters Score: Raw -301955.733173 + Penalty 1540.981175 = -300414.751998 nChanged 5 SP:Iteration 17Q (7645.762254 sec): 3 clusters Score: Raw -301957.633290 + Penalty 1540.981175 = -300416.652115 nChanged 6 SP:Iteration 18Q (7645.825867 sec): 3 clusters Score: Raw -301959.340189 + Penalty 1540.981175 = -300418.359014 nChanged 7 SP:Iteration 19Q (7645.867128 sec): 3 clusters Score: Raw -301960.936992 + Penalty 1540.981175 = -300419.955817 nChanged 2 SP:Iteration 20F (7645.919737 sec): 3 clusters Score: Raw -301961.362007 + Penalty 1540.981175 = -300420.380831 nChanged 4 SP:Iteration 21Q (7645.971629 sec): 3 clusters Score: Raw -301962.054599 + Penalty 1540.981175 = -300421.073424 nChanged 4 SP:Iteration 22Q (7646.023408 sec): 3 clusters Score: Raw -301963.164113 + Penalty 1540.981175 = -300422.182937 nChanged 1 SP:Iteration 23Q (7646.072812 sec): 3 clusters Score: Raw -301963.316597 + Penalty 1540.981175 = -300422.335422 nChanged 0 SP:Iteration 24F (7646.130671 sec): 3 clusters Score: Raw -301963.316597 + Penalty 1540.981175 = -300422.335422 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7646.155010 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7646.208996 sec): 3 clusters Score: Raw -402237.521213 + Penalty 1592.068802 = -400645.452411 nChanged 1872 SP:Iteration 1F (7646.262125 sec): 3 clusters Score: Raw -403294.069930 + Penalty 1592.068802 = -401702.001128 nChanged 323 SP:Iteration 2F (7646.313710 sec): 3 clusters Score: Raw -403473.289232 + Penalty 1592.068802 = -401881.220430 nChanged 280 SP:Iteration 3F (7646.363221 sec): 3 clusters Score: Raw -403622.259492 + Penalty 1592.068802 = -402030.190690 nChanged 216 SP:Iteration 4Q (7646.405614 sec): 3 clusters Score: Raw -403739.183708 + Penalty 1592.068802 = -402147.114906 nChanged 194 SP:Iteration 5Q (7646.457336 sec): 3 clusters Score: Raw -403850.889394 + Penalty 1592.068802 = -402258.820592 nChanged 177 SP:Iteration 6Q (7646.511743 sec): 3 clusters Score: Raw -403940.854201 + Penalty 1592.068802 = -402348.785399 nChanged 162 SP:Iteration 7Q (7646.565838 sec): 3 clusters Score: Raw -404019.638013 + Penalty 1592.068802 = -402427.569211 nChanged 129 SP:Iteration 8Q (7646.610102 sec): 3 clusters Score: Raw -404088.810174 + Penalty 1592.068802 = -402496.741372 nChanged 119 SP:Iteration 9Q (7646.673922 sec): 3 clusters Score: Raw -404141.134784 + Penalty 1592.068802 = -402549.065982 nChanged 99 SP:Iteration 10Q (7646.716113 sec): 3 clusters Score: Raw -404185.417788 + Penalty 1592.068802 = -402593.348986 nChanged 89 SP:Iteration 11Q (7646.768411 sec): 3 clusters Score: Raw -404223.884350 + Penalty 1592.068802 = -402631.815548 nChanged 72 SP:Iteration 12Q (7646.820569 sec): 3 clusters Score: Raw -404249.700302 + Penalty 1592.068802 = -402657.631500 nChanged 62 SP:Iteration 13Q (7646.863236 sec): 3 clusters Score: Raw -404266.290553 + Penalty 1592.068802 = -402674.221751 nChanged 41 SP:Iteration 14Q (7646.915478 sec): 3 clusters Score: Raw -404279.571959 + Penalty 1592.068802 = -402687.503157 nChanged 47 SP:Iteration 15Q (7646.966417 sec): 3 clusters Score: Raw -404295.212058 + Penalty 1592.068802 = -402703.143256 nChanged 41 SP:Iteration 16Q (7647.018586 sec): 3 clusters Score: Raw -404310.615203 + Penalty 1592.068802 = -402718.546401 nChanged 38 SP:Iteration 17Q (7647.070866 sec): 3 clusters Score: Raw -404325.920843 + Penalty 1592.068802 = -402733.852041 nChanged 43 SP:Iteration 18Q (7647.123104 sec): 3 clusters Score: Raw -404340.104118 + Penalty 1592.068802 = -402748.035316 nChanged 40 SP:Iteration 19Q (7647.175180 sec): 3 clusters Score: Raw -404350.727153 + Penalty 1592.068802 = -402758.658351 nChanged 24 SP:Iteration 20F (7647.227656 sec): 3 clusters Score: Raw -404356.161871 + Penalty 1592.068802 = -402764.093069 nChanged 25 SP:Iteration 21Q (7647.270317 sec): 3 clusters Score: Raw -404360.766566 + Penalty 1592.068802 = -402768.697764 nChanged 16 SP:Iteration 22Q (7647.334533 sec): 3 clusters Score: Raw -404364.453800 + Penalty 1592.068802 = -402772.384998 nChanged 13 SP:Iteration 23Q (7647.376165 sec): 3 clusters Score: Raw -404366.421275 + Penalty 1592.068802 = -402774.352473 nChanged 13 SP:Iteration 24Q (7647.417303 sec): 3 clusters Score: Raw -404368.540442 + Penalty 1592.068802 = -402776.471640 nChanged 17 SP:Iteration 25Q (7647.469620 sec): 3 clusters Score: Raw -404372.935595 + Penalty 1592.068802 = -402780.866793 nChanged 24 SP:Iteration 26Q (7647.514555 sec): 3 clusters Score: Raw -404379.839548 + Penalty 1592.068802 = -402787.770746 nChanged 21 SP:Iteration 27Q (7647.567097 sec): 3 clusters Score: Raw -404384.973211 + Penalty 1592.068802 = -402792.904409 nChanged 25 SP:Iteration 28Q (7647.620217 sec): 3 clusters Score: Raw -404389.797826 + Penalty 1592.068802 = -402797.729024 nChanged 20 SP:Iteration 29Q (7647.672880 sec): 3 clusters Score: Raw -404393.344867 + Penalty 1592.068802 = -402801.276065 nChanged 15 SP:Iteration 30Q (7647.724888 sec): 3 clusters Score: Raw -404397.012320 + Penalty 1592.068802 = -402804.943518 nChanged 17 SP:Iteration 31Q (7647.776873 sec): 3 clusters Score: Raw -404400.334972 + Penalty 1592.068802 = -402808.266170 nChanged 18 SP:Iteration 32Q (7647.840286 sec): 3 clusters Score: Raw -404404.235461 + Penalty 1592.068802 = -402812.166659 nChanged 18 SP:Iteration 33Q (7647.888253 sec): 3 clusters Score: Raw -404408.970553 + Penalty 1592.068802 = -402816.901751 nChanged 21 SP:Iteration 34Q (7647.926178 sec): 3 clusters Score: Raw -404414.788713 + Penalty 1592.068802 = -402822.719911 nChanged 31 SP:Iteration 35Q (7647.978347 sec): 3 clusters Score: Raw -404427.188661 + Penalty 1592.068802 = -402835.119859 nChanged 28 SP:Iteration 36Q (7648.030618 sec): 3 clusters Score: Raw -404435.917177 + Penalty 1592.068802 = -402843.848375 nChanged 23 SP:Iteration 37Q (7648.082707 sec): 3 clusters Score: Raw -404442.785635 + Penalty 1592.068802 = -402850.716833 nChanged 28 SP:Iteration 38Q (7648.146558 sec): 3 clusters Score: Raw -404452.014043 + Penalty 1592.068802 = -402859.945241 nChanged 25 SP:Iteration 39Q (7648.188266 sec): 3 clusters Score: Raw -404460.630140 + Penalty 1592.068802 = -402868.561338 nChanged 30 SP:Iteration 40F (7648.240628 sec): 3 clusters Score: Raw -404468.960931 + Penalty 1592.068802 = -402876.892129 nChanged 28 SP:Iteration 41Q (7648.292940 sec): 3 clusters Score: Raw -404479.675077 + Penalty 1592.068802 = -402887.606275 nChanged 29 SP:Iteration 42Q (7648.338264 sec): 3 clusters Score: Raw -404491.852640 + Penalty 1592.068802 = -402899.783838 nChanged 36 SP:Iteration 43Q (7648.390183 sec): 3 clusters Score: Raw -404507.331396 + Penalty 1592.068802 = -402915.262594 nChanged 34 SP:Iteration 44Q (7648.442259 sec): 3 clusters Score: Raw -404520.839907 + Penalty 1592.068802 = -402928.771105 nChanged 38 SP:Iteration 45Q (7648.494090 sec): 3 clusters Score: Raw -404534.793792 + Penalty 1592.068802 = -402942.724990 nChanged 28 SP:Iteration 46Q (7648.546032 sec): 3 clusters Score: Raw -404544.800515 + Penalty 1592.068802 = -402952.731713 nChanged 29 SP:Iteration 47Q (7648.590019 sec): 3 clusters Score: Raw -404554.962007 + Penalty 1592.068802 = -402962.893205 nChanged 30 SP:Iteration 48Q (7648.641998 sec): 3 clusters Score: Raw -404566.948262 + Penalty 1592.068802 = -402974.879460 nChanged 30 SP:Iteration 49Q (7648.693848 sec): 3 clusters Score: Raw -404577.518940 + Penalty 1592.068802 = -402985.450138 nChanged 22 SP:Iteration 50Q (7648.745842 sec): 3 clusters Score: Raw -404586.435072 + Penalty 1592.068802 = -402994.366270 nChanged 14 SP:Iteration 51Q (7648.797844 sec): 3 clusters Score: Raw -404590.715952 + Penalty 1592.068802 = -402998.647150 nChanged 14 SP:Iteration 52Q (7648.841942 sec): 3 clusters Score: Raw -404597.482185 + Penalty 1592.068802 = -403005.413383 nChanged 14 SP:Iteration 53Q (7648.894046 sec): 3 clusters Score: Raw -404601.861716 + Penalty 1592.068802 = -403009.792914 nChanged 14 SP:Iteration 54Q (7648.945028 sec): 3 clusters Score: Raw -404608.514444 + Penalty 1592.068802 = -403016.445642 nChanged 12 SP:Iteration 55Q (7648.997242 sec): 3 clusters Score: Raw -404612.511586 + Penalty 1592.068802 = -403020.442784 nChanged 15 SP:Iteration 56Q (7649.049006 sec): 3 clusters Score: Raw -404617.983964 + Penalty 1592.068802 = -403025.915162 nChanged 15 SP:Iteration 57Q (7649.093057 sec): 3 clusters Score: Raw -404624.225115 + Penalty 1592.068802 = -403032.156313 nChanged 19 SP:Iteration 58Q (7649.141742 sec): 3 clusters Score: Raw -404630.231048 + Penalty 1592.068802 = -403038.162246 nChanged 15 SP:Iteration 59Q (7649.188964 sec): 3 clusters Score: Raw -404634.489175 + Penalty 1592.068802 = -403042.420373 nChanged 8 SP:Iteration 60F (7649.240438 sec): 3 clusters Score: Raw -404636.369307 + Penalty 1592.068802 = -403044.300505 nChanged 7 SP:Iteration 61Q (7649.278893 sec): 3 clusters Score: Raw -404638.837360 + Penalty 1592.068802 = -403046.768558 nChanged 9 SP:Iteration 62Q (7649.329283 sec): 3 clusters Score: Raw -404642.857143 + Penalty 1592.068802 = -403050.788341 nChanged 13 SP:Iteration 63Q (7649.375742 sec): 3 clusters Score: Raw -404647.229206 + Penalty 1592.068802 = -403055.160404 nChanged 9 SP:Iteration 64Q (7649.433193 sec): 3 clusters Score: Raw -404649.402631 + Penalty 1592.068802 = -403057.333829 nChanged 8 SP:Iteration 65Q (7649.490521 sec): 3 clusters Score: Raw -404651.541395 + Penalty 1592.068802 = -403059.472593 nChanged 7 SP:Iteration 66Q (7649.538042 sec): 3 clusters Score: Raw -404653.852103 + Penalty 1592.068802 = -403061.783301 nChanged 11 SP:Iteration 67Q (7649.578727 sec): 3 clusters Score: Raw -404657.754443 + Penalty 1592.068802 = -403065.685641 nChanged 6 SP:Iteration 68Q (7649.625405 sec): 3 clusters Score: Raw -404659.529164 + Penalty 1592.068802 = -403067.460362 nChanged 3 SP:Iteration 69Q (7649.664845 sec): 3 clusters Score: Raw -404660.203765 + Penalty 1592.068802 = -403068.134963 nChanged 3 SP:Iteration 70Q (7649.717558 sec): 3 clusters Score: Raw -404661.063319 + Penalty 1592.068802 = -403068.994517 nChanged 4 SP:Iteration 71Q (7649.755503 sec): 3 clusters Score: Raw -404662.491306 + Penalty 1592.068802 = -403070.422504 nChanged 2 SP:Iteration 72Q (7649.770709 sec): 3 clusters Score: Raw -404662.936300 + Penalty 1592.068802 = -403070.867498 nChanged 0 SP:Iteration 73F (7649.786124 sec): 3 clusters Score: Raw -404662.936300 + Penalty 1592.068802 = -403070.867498 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7649.810415 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7649.858112 sec): 3 clusters Score: Raw -72118.199663 + Penalty 1277.299661 = -70840.900002 nChanged 276 SP:Iteration 1F (7649.914556 sec): 3 clusters Score: Raw -72343.304601 + Penalty 1277.299661 = -71066.004940 nChanged 80 SP:Iteration 2F (7649.954850 sec): 3 clusters Score: Raw -72433.093985 + Penalty 1277.299661 = -71155.794324 nChanged 41 SP:Iteration 3Q (7650.003715 sec): 3 clusters Score: Raw -72484.106746 + Penalty 1277.299661 = -71206.807085 nChanged 28 SP:Iteration 4Q (7650.027079 sec): 3 clusters Score: Raw -72526.700631 + Penalty 1277.299661 = -71249.400970 nChanged 22 SP:Iteration 5Q (7650.030945 sec): 3 clusters Score: Raw -72554.644978 + Penalty 1277.299661 = -71277.345317 nChanged 14 SP:Iteration 6Q (7650.034373 sec): 3 clusters Score: Raw -72568.131279 + Penalty 1277.299661 = -71290.831618 nChanged 15 SP:Iteration 7Q (7650.037766 sec): 3 clusters Score: Raw -72584.309885 + Penalty 1277.299661 = -71307.010224 nChanged 12 SP:Iteration 8Q (7650.041161 sec): 3 clusters Score: Raw -72594.755678 + Penalty 1277.299661 = -71317.456017 nChanged 6 SP:Iteration 9Q (7650.044537 sec): 3 clusters Score: Raw -72598.342766 + Penalty 1277.299661 = -71321.043105 nChanged 4 SP:Iteration 10Q (7650.047885 sec): 3 clusters Score: Raw -72600.976695 + Penalty 1277.299661 = -71323.677034 nChanged 2 SP:Iteration 11Q (7650.051248 sec): 3 clusters Score: Raw -72602.294311 + Penalty 1277.299661 = -71324.994650 nChanged 0 SP:Iteration 12F (7650.054656 sec): 3 clusters Score: Raw -72602.294311 + Penalty 1277.299661 = -71324.994650 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7650.105911 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7650.143587 sec): 3 clusters Score: Raw -1882347.838099 + Penalty 1878.385535 = -1880469.452564 nChanged 9154 SP:Iteration 1F (7650.181219 sec): 3 clusters Score: Raw -1887534.096092 + Penalty 1878.385535 = -1885655.710557 nChanged 1155 SP:Iteration 2F (7650.218530 sec): 3 clusters Score: Raw -1888074.536269 + Penalty 1878.385535 = -1886196.150734 nChanged 1250 SP:Iteration 3F (7650.269742 sec): 3 clusters Score: Raw -1888830.272505 + Penalty 1878.385535 = -1886951.886970 nChanged 1447 SP:Iteration 4F (7650.305747 sec): 3 clusters Score: Raw -1889932.647722 + Penalty 1878.385535 = -1888054.262187 nChanged 1450 SP:Iteration 5F (7650.343305 sec): 3 clusters Score: Raw -1891209.399417 + Penalty 1878.385535 = -1889331.013882 nChanged 1318 SP:Iteration 6F (7650.380754 sec): 3 clusters Score: Raw -1892477.541763 + Penalty 1878.385535 = -1890599.156227 nChanged 972 SP:Iteration 7Q (7650.431946 sec): 3 clusters Score: Raw -1893450.587205 + Penalty 1878.385535 = -1891572.201670 nChanged 589 SP:Iteration 8Q (7650.467047 sec): 3 clusters Score: Raw -1894035.089939 + Penalty 1878.385535 = -1892156.704404 nChanged 362 SP:Iteration 9Q (7650.549387 sec): 3 clusters Score: Raw -1894332.526891 + Penalty 1878.385535 = -1892454.141356 nChanged 219 SP:Iteration 10Q (7650.612970 sec): 3 clusters Score: Raw -1894479.510838 + Penalty 1878.385535 = -1892601.125302 nChanged 155 SP:Iteration 11Q (7650.680268 sec): 3 clusters Score: Raw -1894579.190423 + Penalty 1878.385535 = -1892700.804888 nChanged 106 SP:Iteration 12Q (7650.760807 sec): 3 clusters Score: Raw -1894631.651661 + Penalty 1878.385535 = -1892753.266126 nChanged 83 SP:Iteration 13Q (7650.821010 sec): 3 clusters Score: Raw -1894672.008665 + Penalty 1878.385535 = -1892793.623129 nChanged 68 SP:Iteration 14Q (7650.885946 sec): 3 clusters Score: Raw -1894707.116071 + Penalty 1878.385535 = -1892828.730536 nChanged 39 SP:Iteration 15Q (7650.955158 sec): 3 clusters Score: Raw -1894724.681369 + Penalty 1878.385535 = -1892846.295834 nChanged 29 SP:Iteration 16Q (7651.024685 sec): 3 clusters Score: Raw -1894736.656725 + Penalty 1878.385535 = -1892858.271190 nChanged 24 SP:Iteration 17Q (7651.102950 sec): 3 clusters Score: Raw -1894743.958950 + Penalty 1878.385535 = -1892865.573415 nChanged 19 SP:Iteration 18Q (7651.124811 sec): 3 clusters Score: Raw -1894750.053021 + Penalty 1878.385535 = -1892871.667486 nChanged 14 SP:Iteration 19Q (7651.203870 sec): 3 clusters Score: Raw -1894754.310300 + Penalty 1878.385535 = -1892875.924765 nChanged 16 SP:Iteration 20F (7651.276822 sec): 3 clusters Score: Raw -1894760.254254 + Penalty 1878.385535 = -1892881.868719 nChanged 13 SP:Iteration 21Q (7651.337425 sec): 3 clusters Score: Raw -1894766.001857 + Penalty 1878.385535 = -1892887.616322 nChanged 11 SP:Iteration 22Q (7651.413045 sec): 3 clusters Score: Raw -1894772.501856 + Penalty 1878.385535 = -1892894.116320 nChanged 16 SP:Iteration 23Q (7651.473519 sec): 3 clusters Score: Raw -1894782.923117 + Penalty 1878.385535 = -1892904.537582 nChanged 14 SP:Iteration 24Q (7651.537795 sec): 3 clusters Score: Raw -1894788.121960 + Penalty 1878.385535 = -1892909.736424 nChanged 14 SP:Iteration 25Q (7651.602781 sec): 3 clusters Score: Raw -1894793.903418 + Penalty 1878.385535 = -1892915.517883 nChanged 13 SP:Iteration 26Q (7651.668070 sec): 3 clusters Score: Raw -1894798.543837 + Penalty 1878.385535 = -1892920.158301 nChanged 7 SP:Iteration 27Q (7651.743283 sec): 3 clusters Score: Raw -1894801.157725 + Penalty 1878.385535 = -1892922.772189 nChanged 4 SP:Iteration 28Q (7651.811707 sec): 3 clusters Score: Raw -1894802.245776 + Penalty 1878.385535 = -1892923.860241 nChanged 3 SP:Iteration 29Q (7651.867496 sec): 3 clusters Score: Raw -1894804.265148 + Penalty 1878.385535 = -1892925.879613 nChanged 10 SP:Iteration 30Q (7651.943641 sec): 3 clusters Score: Raw -1894809.588659 + Penalty 1878.385535 = -1892931.203124 nChanged 6 SP:Iteration 31Q (7651.998477 sec): 3 clusters Score: Raw -1894811.790028 + Penalty 1878.385535 = -1892933.404493 nChanged 4 SP:Iteration 32Q (7652.030153 sec): 3 clusters Score: Raw -1894813.802985 + Penalty 1878.385535 = -1892935.417450 nChanged 9 SP:Iteration 33Q (7652.062529 sec): 3 clusters Score: Raw -1894817.354683 + Penalty 1878.385535 = -1892938.969147 nChanged 9 SP:Iteration 34Q (7652.094934 sec): 3 clusters Score: Raw -1894820.538296 + Penalty 1878.385535 = -1892942.152761 nChanged 7 SP:Iteration 35Q (7652.127205 sec): 3 clusters Score: Raw -1894823.999519 + Penalty 1878.385535 = -1892945.613984 nChanged 8 SP:Iteration 36Q (7652.159314 sec): 3 clusters Score: Raw -1894827.379351 + Penalty 1878.385535 = -1892948.993816 nChanged 14 SP:Iteration 37Q (7652.202018 sec): 3 clusters Score: Raw -1894831.234893 + Penalty 1878.385535 = -1892952.849358 nChanged 5 SP:Iteration 38Q (7652.224181 sec): 3 clusters Score: Raw -1894832.882457 + Penalty 1878.385535 = -1892954.496922 nChanged 2 SP:Iteration 39Q (7652.302907 sec): 3 clusters Score: Raw -1894833.881774 + Penalty 1878.385535 = -1892955.496239 nChanged 2 SP:Iteration 40F (7652.362533 sec): 3 clusters Score: Raw -1894834.528024 + Penalty 1878.385535 = -1892956.142488 nChanged 0 Trying to split cluster 30 (12352 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7652.407759 sec): 2 clusters Score: Raw -1166083.188750 + Penalty 895.049461 = -1165188.139289 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7652.467972 sec): 3 clusters Score: Raw -1158658.953385 + Penalty 1790.098922 = -1156868.854463 nChanged 5630 SP:Iteration 1F (7652.521639 sec): 3 clusters Score: Raw -1161834.212307 + Penalty 1790.098922 = -1160044.113385 nChanged 678 SP:Iteration 2F (7652.587021 sec): 3 clusters Score: Raw -1162097.625417 + Penalty 1790.098922 = -1160307.526495 nChanged 655 SP:Iteration 3F (7652.646922 sec): 3 clusters Score: Raw -1162363.315546 + Penalty 1790.098922 = -1160573.216624 nChanged 545 SP:Iteration 4Q (7652.698825 sec): 3 clusters Score: Raw -1162638.199721 + Penalty 1790.098922 = -1160848.100799 nChanged 616 SP:Iteration 5Q (7652.760693 sec): 3 clusters Score: Raw -1162988.121947 + Penalty 1790.098922 = -1161198.023026 nChanged 637 SP:Iteration 6F (7652.818529 sec): 3 clusters Score: Raw -1163418.380713 + Penalty 1790.098922 = -1161628.281791 nChanged 633 SP:Iteration 7F (7652.875981 sec): 3 clusters Score: Raw -1163809.439053 + Penalty 1790.098922 = -1162019.340131 nChanged 568 SP:Iteration 8Q (7652.944661 sec): 3 clusters Score: Raw -1164120.826958 + Penalty 1790.098922 = -1162330.728037 nChanged 517 SP:Iteration 9Q (7653.011601 sec): 3 clusters Score: Raw -1164391.335626 + Penalty 1790.098922 = -1162601.236704 nChanged 432 SP:Iteration 10Q (7653.064864 sec): 3 clusters Score: Raw -1164591.469104 + Penalty 1790.098922 = -1162801.370183 nChanged 329 SP:Iteration 11Q (7653.136522 sec): 3 clusters Score: Raw -1164712.341343 + Penalty 1790.098922 = -1162922.242421 nChanged 254 SP:Iteration 12Q (7653.196981 sec): 3 clusters Score: Raw -1164796.398020 + Penalty 1790.098922 = -1163006.299098 nChanged 216 SP:Iteration 13Q (7653.245720 sec): 3 clusters Score: Raw -1164856.460800 + Penalty 1790.098922 = -1163066.361878 nChanged 187 SP:Iteration 14Q (7653.309898 sec): 3 clusters Score: Raw -1164908.463096 + Penalty 1790.098922 = -1163118.364174 nChanged 171 SP:Iteration 15Q (7653.383846 sec): 3 clusters Score: Raw -1164963.209609 + Penalty 1790.098922 = -1163173.110687 nChanged 177 SP:Iteration 16Q (7653.432484 sec): 3 clusters Score: Raw -1165023.614621 + Penalty 1790.098922 = -1163233.515699 nChanged 169 SP:Iteration 17Q (7653.496412 sec): 3 clusters Score: Raw -1165070.480655 + Penalty 1790.098922 = -1163280.381733 nChanged 145 SP:Iteration 18Q (7653.560515 sec): 3 clusters Score: Raw -1165107.369193 + Penalty 1790.098922 = -1163317.270271 nChanged 144 SP:Iteration 19Q (7653.624536 sec): 3 clusters Score: Raw -1165143.390967 + Penalty 1790.098922 = -1163353.292045 nChanged 132 SP:Iteration 20F (7653.688638 sec): 3 clusters Score: Raw -1165176.635999 + Penalty 1790.098922 = -1163386.537077 nChanged 137 SP:Iteration 21Q (7653.747479 sec): 3 clusters Score: Raw -1165214.541034 + Penalty 1790.098922 = -1163424.442113 nChanged 143 SP:Iteration 22Q (7653.813526 sec): 3 clusters Score: Raw -1165258.839808 + Penalty 1790.098922 = -1163468.740886 nChanged 151 SP:Iteration 23Q (7653.876880 sec): 3 clusters Score: Raw -1165306.881269 + Penalty 1790.098922 = -1163516.782347 nChanged 147 SP:Iteration 24Q (7653.939675 sec): 3 clusters Score: Raw -1165346.020861 + Penalty 1790.098922 = -1163555.921939 nChanged 120 SP:Iteration 25Q (7653.997663 sec): 3 clusters Score: Raw -1165376.997941 + Penalty 1790.098922 = -1163586.899020 nChanged 123 SP:Iteration 26Q (7654.059207 sec): 3 clusters Score: Raw -1165408.907802 + Penalty 1790.098922 = -1163618.808881 nChanged 134 SP:Iteration 27Q (7654.122323 sec): 3 clusters Score: Raw -1165443.433182 + Penalty 1790.098922 = -1163653.334260 nChanged 110 SP:Iteration 28Q (7654.195265 sec): 3 clusters Score: Raw -1165471.796173 + Penalty 1790.098922 = -1163681.697251 nChanged 103 SP:Iteration 29Q (7654.244400 sec): 3 clusters Score: Raw -1165496.629791 + Penalty 1790.098922 = -1163706.530870 nChanged 112 SP:Iteration 30Q (7654.302518 sec): 3 clusters Score: Raw -1165521.602916 + Penalty 1790.098922 = -1163731.503995 nChanged 104 SP:Iteration 31Q (7654.375243 sec): 3 clusters Score: Raw -1165545.678659 + Penalty 1790.098922 = -1163755.579737 nChanged 101 SP:Iteration 32Q (7654.427320 sec): 3 clusters Score: Raw -1165565.784290 + Penalty 1790.098922 = -1163775.685368 nChanged 91 SP:Iteration 33Q (7654.488948 sec): 3 clusters Score: Raw -1165582.605551 + Penalty 1790.098922 = -1163792.506629 nChanged 85 SP:Iteration 34Q (7654.551634 sec): 3 clusters Score: Raw -1165598.132729 + Penalty 1790.098922 = -1163808.033807 nChanged 74 SP:Iteration 35Q (7654.612305 sec): 3 clusters Score: Raw -1165612.869300 + Penalty 1790.098922 = -1163822.770378 nChanged 68 SP:Iteration 36Q (7654.674671 sec): 3 clusters Score: Raw -1165625.599595 + Penalty 1790.098922 = -1163835.500674 nChanged 67 SP:Iteration 37Q (7654.734819 sec): 3 clusters Score: Raw -1165638.541402 + Penalty 1790.098922 = -1163848.442480 nChanged 65 SP:Iteration 38Q (7654.797516 sec): 3 clusters Score: Raw -1165651.081190 + Penalty 1790.098922 = -1163860.982268 nChanged 59 SP:Iteration 39Q (7654.860282 sec): 3 clusters Score: Raw -1165661.072935 + Penalty 1790.098922 = -1163870.974014 nChanged 67 SP:Iteration 40F (7654.924228 sec): 3 clusters Score: Raw -1165673.755502 + Penalty 1790.098922 = -1163883.656580 nChanged 65 SP:Iteration 41Q (7654.988450 sec): 3 clusters Score: Raw -1165685.334352 + Penalty 1790.098922 = -1163895.235431 nChanged 58 SP:Iteration 42Q (7655.051216 sec): 3 clusters Score: Raw -1165695.085184 + Penalty 1790.098922 = -1163904.986262 nChanged 64 SP:Iteration 43Q (7655.113710 sec): 3 clusters Score: Raw -1165704.990521 + Penalty 1790.098922 = -1163914.891599 nChanged 57 SP:Iteration 44Q (7655.176774 sec): 3 clusters Score: Raw -1165714.385931 + Penalty 1790.098922 = -1163924.287009 nChanged 57 SP:Iteration 45Q (7655.239189 sec): 3 clusters Score: Raw -1165723.878797 + Penalty 1790.098922 = -1163933.779876 nChanged 57 SP:Iteration 46Q (7655.301739 sec): 3 clusters Score: Raw -1165733.732975 + Penalty 1790.098922 = -1163943.634054 nChanged 61 SP:Iteration 47Q (7655.364622 sec): 3 clusters Score: Raw -1165744.082534 + Penalty 1790.098922 = -1163953.983612 nChanged 59 SP:Iteration 48Q (7655.437334 sec): 3 clusters Score: Raw -1165754.166798 + Penalty 1790.098922 = -1163964.067876 nChanged 64 SP:Iteration 49Q (7655.489203 sec): 3 clusters Score: Raw -1165767.755162 + Penalty 1790.098922 = -1163977.656240 nChanged 69 SP:Iteration 50Q (7655.552846 sec): 3 clusters Score: Raw -1165781.930889 + Penalty 1790.098922 = -1163991.831968 nChanged 69 SP:Iteration 51Q (7655.612403 sec): 3 clusters Score: Raw -1165795.260648 + Penalty 1790.098922 = -1164005.161726 nChanged 67 SP:Iteration 52Q (7655.675063 sec): 3 clusters Score: Raw -1165807.950502 + Penalty 1790.098922 = -1164017.851580 nChanged 64 SP:Iteration 53Q (7655.737099 sec): 3 clusters Score: Raw -1165819.422547 + Penalty 1790.098922 = -1164029.323625 nChanged 60 SP:Iteration 54Q (7655.799284 sec): 3 clusters Score: Raw -1165828.535639 + Penalty 1790.098922 = -1164038.436717 nChanged 58 SP:Iteration 55Q (7655.862606 sec): 3 clusters Score: Raw -1165838.588782 + Penalty 1790.098922 = -1164048.489861 nChanged 67 SP:Iteration 56Q (7655.924599 sec): 3 clusters Score: Raw -1165852.863130 + Penalty 1790.098922 = -1164062.764208 nChanged 60 SP:Iteration 57Q (7655.986631 sec): 3 clusters Score: Raw -1165865.178578 + Penalty 1790.098922 = -1164075.079656 nChanged 52 SP:Iteration 58Q (7656.051295 sec): 3 clusters Score: Raw -1165873.916123 + Penalty 1790.098922 = -1164083.817202 nChanged 42 SP:Iteration 59Q (7656.113648 sec): 3 clusters Score: Raw -1165882.374936 + Penalty 1790.098922 = -1164092.276014 nChanged 50 SP:Iteration 60F (7656.178895 sec): 3 clusters Score: Raw -1165890.571809 + Penalty 1790.098922 = -1164100.472887 nChanged 39 SP:Iteration 61Q (7656.228746 sec): 3 clusters Score: Raw -1165896.011792 + Penalty 1790.098922 = -1164105.912870 nChanged 34 SP:Iteration 62Q (7656.300709 sec): 3 clusters Score: Raw -1165900.350982 + Penalty 1790.098922 = -1164110.252060 nChanged 32 SP:Iteration 63Q (7656.363070 sec): 3 clusters Score: Raw -1165905.325095 + Penalty 1790.098922 = -1164115.226173 nChanged 36 SP:Iteration 64Q (7656.425291 sec): 3 clusters Score: Raw -1165912.217225 + Penalty 1790.098922 = -1164122.118303 nChanged 40 SP:Iteration 65Q (7656.485271 sec): 3 clusters Score: Raw -1165919.611990 + Penalty 1790.098922 = -1164129.513068 nChanged 41 SP:Iteration 66Q (7656.534968 sec): 3 clusters Score: Raw -1165927.163423 + Penalty 1790.098922 = -1164137.064502 nChanged 46 SP:Iteration 67Q (7656.595332 sec): 3 clusters Score: Raw -1165934.571726 + Penalty 1790.098922 = -1164144.472804 nChanged 45 SP:Iteration 68Q (7656.654217 sec): 3 clusters Score: Raw -1165941.601870 + Penalty 1790.098922 = -1164151.502949 nChanged 42 SP:Iteration 69Q (7656.709055 sec): 3 clusters Score: Raw -1165947.533935 + Penalty 1790.098922 = -1164157.435013 nChanged 34 SP:Iteration 70Q (7656.770316 sec): 3 clusters Score: Raw -1165953.186765 + Penalty 1790.098922 = -1164163.087843 nChanged 36 SP:Iteration 71Q (7656.795771 sec): 3 clusters Score: Raw -1165958.077183 + Penalty 1790.098922 = -1164167.978261 nChanged 20 SP:Iteration 72Q (7656.821968 sec): 3 clusters Score: Raw -1165960.263367 + Penalty 1790.098922 = -1164170.164446 nChanged 14 SP:Iteration 73Q (7656.886992 sec): 3 clusters Score: Raw -1165962.056809 + Penalty 1790.098922 = -1164171.957887 nChanged 21 SP:Iteration 74Q (7656.946615 sec): 3 clusters Score: Raw -1165964.478674 + Penalty 1790.098922 = -1164174.379752 nChanged 12 SP:Iteration 75Q (7657.001259 sec): 3 clusters Score: Raw -1165965.842172 + Penalty 1790.098922 = -1164175.743251 nChanged 14 SP:Iteration 76Q (7657.052503 sec): 3 clusters Score: Raw -1165967.060997 + Penalty 1790.098922 = -1164176.962076 nChanged 12 SP:Iteration 77Q (7657.112854 sec): 3 clusters Score: Raw -1165968.092090 + Penalty 1790.098922 = -1164177.993169 nChanged 10 SP:Iteration 78Q (7657.181166 sec): 3 clusters Score: Raw -1165969.307003 + Penalty 1790.098922 = -1164179.208081 nChanged 19 SP:Iteration 79Q (7657.242914 sec): 3 clusters Score: Raw -1165972.225449 + Penalty 1790.098922 = -1164182.126527 nChanged 18 SP:Iteration 80F (7657.299591 sec): 3 clusters Score: Raw -1165974.536442 + Penalty 1790.098922 = -1164184.437520 nChanged 20 SP:Iteration 81Q (7657.362512 sec): 3 clusters Score: Raw -1165977.136618 + Penalty 1790.098922 = -1164187.037697 nChanged 26 SP:Iteration 82Q (7657.426169 sec): 3 clusters Score: Raw -1165980.895291 + Penalty 1790.098922 = -1164190.796369 nChanged 31 SP:Iteration 83Q (7657.479683 sec): 3 clusters Score: Raw -1165986.291763 + Penalty 1790.098922 = -1164196.192841 nChanged 31 SP:Iteration 84Q (7657.542364 sec): 3 clusters Score: Raw -1165991.748010 + Penalty 1790.098922 = -1164201.649088 nChanged 32 SP:Iteration 85Q (7657.567280 sec): 3 clusters Score: Raw -1165997.068764 + Penalty 1790.098922 = -1164206.969842 nChanged 32 SP:Iteration 86Q (7657.639072 sec): 3 clusters Score: Raw -1166002.702727 + Penalty 1790.098922 = -1164212.603805 nChanged 36 SP:Iteration 87Q (7657.699590 sec): 3 clusters Score: Raw -1166008.197482 + Penalty 1790.098922 = -1164218.098560 nChanged 40 SP:Iteration 88Q (7657.750511 sec): 3 clusters Score: Raw -1166017.008243 + Penalty 1790.098922 = -1164226.909321 nChanged 38 SP:Iteration 89Q (7657.818343 sec): 3 clusters Score: Raw -1166026.556988 + Penalty 1790.098922 = -1164236.458066 nChanged 49 SP:Iteration 90Q (7657.878539 sec): 3 clusters Score: Raw -1166038.044716 + Penalty 1790.098922 = -1164247.945794 nChanged 42 SP:Iteration 91Q (7657.928777 sec): 3 clusters Score: Raw -1166047.083778 + Penalty 1790.098922 = -1164256.984857 nChanged 43 SP:Iteration 92Q (7657.984775 sec): 3 clusters Score: Raw -1166056.716776 + Penalty 1790.098922 = -1164266.617855 nChanged 46 SP:Iteration 93Q (7658.047471 sec): 3 clusters Score: Raw -1166067.038671 + Penalty 1790.098922 = -1164276.939750 nChanged 40 SP:Iteration 94Q (7658.108023 sec): 3 clusters Score: Raw -1166075.859362 + Penalty 1790.098922 = -1164285.760440 nChanged 44 SP:Iteration 95Q (7658.169102 sec): 3 clusters Score: Raw -1166088.214337 + Penalty 1790.098922 = -1164298.115415 nChanged 54 SP:Iteration 96Q (7658.227871 sec): 3 clusters Score: Raw -1166103.699797 + Penalty 1790.098922 = -1164313.600876 nChanged 48 SP:Iteration 97Q (7658.287336 sec): 3 clusters Score: Raw -1166113.668510 + Penalty 1790.098922 = -1164323.569588 nChanged 26 SP:Iteration 98Q (7658.334775 sec): 3 clusters Score: Raw -1166117.261391 + Penalty 1790.098922 = -1164327.162469 nChanged 17 SP:Iteration 99Q (7658.401820 sec): 3 clusters Score: Raw -1166119.552014 + Penalty 1790.098922 = -1164329.453092 nChanged 16 SP:Iteration 100F (7658.466722 sec): 3 clusters Score: Raw -1166124.339514 + Penalty 1790.098922 = -1164334.240592 nChanged 26 SP:Iteration 101Q (7658.523979 sec): 3 clusters Score: Raw -1166130.084454 + Penalty 1790.098922 = -1164339.985533 nChanged 22 SP:Iteration 102Q (7658.576612 sec): 3 clusters Score: Raw -1166133.287586 + Penalty 1790.098922 = -1164343.188664 nChanged 17 SP:Iteration 103Q (7658.646563 sec): 3 clusters Score: Raw -1166135.913558 + Penalty 1790.098922 = -1164345.814637 nChanged 17 SP:Iteration 104Q (7658.705167 sec): 3 clusters Score: Raw -1166138.817269 + Penalty 1790.098922 = -1164348.718347 nChanged 16 SP:Iteration 105Q (7658.769365 sec): 3 clusters Score: Raw -1166142.196537 + Penalty 1790.098922 = -1164352.097616 nChanged 20 SP:Iteration 106Q (7658.822064 sec): 3 clusters Score: Raw -1166146.110643 + Penalty 1790.098922 = -1164356.011721 nChanged 21 SP:Iteration 107Q (7658.884779 sec): 3 clusters Score: Raw -1166148.842916 + Penalty 1790.098922 = -1164358.743995 nChanged 14 SP:Iteration 108Q (7658.945323 sec): 3 clusters Score: Raw -1166151.094435 + Penalty 1790.098922 = -1164360.995513 nChanged 12 SP:Iteration 109Q (7659.016778 sec): 3 clusters Score: Raw -1166153.020479 + Penalty 1790.098922 = -1164362.921557 nChanged 10 SP:Iteration 110Q (7659.078642 sec): 3 clusters Score: Raw -1166154.115209 + Penalty 1790.098922 = -1164364.016287 nChanged 9 SP:Iteration 111Q (7659.130991 sec): 3 clusters Score: Raw -1166155.423865 + Penalty 1790.098922 = -1164365.324943 nChanged 6 SP:Iteration 112Q (7659.188998 sec): 3 clusters Score: Raw -1166156.230754 + Penalty 1790.098922 = -1164366.131832 nChanged 6 SP:Iteration 113Q (7659.253721 sec): 3 clusters Score: Raw -1166157.324655 + Penalty 1790.098922 = -1164367.225733 nChanged 14 SP:Iteration 114Q (7659.303532 sec): 3 clusters Score: Raw -1166159.925863 + Penalty 1790.098922 = -1164369.826941 nChanged 14 SP:Iteration 115Q (7659.361982 sec): 3 clusters Score: Raw -1166162.061658 + Penalty 1790.098922 = -1164371.962736 nChanged 9 SP:Iteration 116Q (7659.420786 sec): 3 clusters Score: Raw -1166163.125629 + Penalty 1790.098922 = -1164373.026707 nChanged 4 SP:Iteration 117Q (7659.481482 sec): 3 clusters Score: Raw -1166163.648090 + Penalty 1790.098922 = -1164373.549168 nChanged 6 SP:Iteration 118Q (7659.536281 sec): 3 clusters Score: Raw -1166164.414167 + Penalty 1790.098922 = -1164374.315245 nChanged 5 SP:Iteration 119Q (7659.599243 sec): 3 clusters Score: Raw -1166164.904398 + Penalty 1790.098922 = -1164374.805476 nChanged 3 SP:Iteration 120F (7659.663097 sec): 3 clusters Score: Raw -1166165.320267 + Penalty 1790.098922 = -1164375.221345 nChanged 2 SP:Iteration 121Q (7659.711037 sec): 3 clusters Score: Raw -1166165.518500 + Penalty 1790.098922 = -1164375.419578 nChanged 2 SP:Iteration 122Q (7659.781479 sec): 3 clusters Score: Raw -1166165.750074 + Penalty 1790.098922 = -1164375.651152 nChanged 3 SP:Iteration 123Q (7659.836905 sec): 3 clusters Score: Raw -1166166.211888 + Penalty 1790.098922 = -1164376.112966 nChanged 1 SP:Iteration 124Q (7659.891036 sec): 3 clusters Score: Raw -1166166.422107 + Penalty 1790.098922 = -1164376.323185 nChanged 1 SP:Iteration 125Q (7659.948195 sec): 3 clusters Score: Raw -1166166.521911 + Penalty 1790.098922 = -1164376.422989 nChanged 0 SP:Iteration 126F (7660.013470 sec): 3 clusters Score: Raw -1166166.521911 + Penalty 1790.098922 = -1164376.422989 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7660.057096 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7660.107050 sec): 3 clusters Score: Raw -845174.812367 + Penalty 1734.431695 = -843440.380672 nChanged 4099 SP:Iteration 1F (7660.158311 sec): 3 clusters Score: Raw -847432.270927 + Penalty 1734.431695 = -845697.839232 nChanged 582 SP:Iteration 2F (7660.217695 sec): 3 clusters Score: Raw -847717.520173 + Penalty 1734.431695 = -845983.088477 nChanged 566 SP:Iteration 3F (7660.276921 sec): 3 clusters Score: Raw -848017.891760 + Penalty 1734.431695 = -846283.460065 nChanged 577 SP:Iteration 4F (7660.336161 sec): 3 clusters Score: Raw -848401.950454 + Penalty 1734.431695 = -846667.518758 nChanged 600 SP:Iteration 5F (7660.388568 sec): 3 clusters Score: Raw -848852.463374 + Penalty 1734.431695 = -847118.031679 nChanged 579 SP:Iteration 6F (7660.447932 sec): 3 clusters Score: Raw -849335.684037 + Penalty 1734.431695 = -847601.252341 nChanged 474 SP:Iteration 7F (7660.507531 sec): 3 clusters Score: Raw -849740.965284 + Penalty 1734.431695 = -848006.533588 nChanged 331 SP:Iteration 8Q (7660.566109 sec): 3 clusters Score: Raw -850028.353168 + Penalty 1734.431695 = -848293.921472 nChanged 246 SP:Iteration 9Q (7660.626374 sec): 3 clusters Score: Raw -850247.187850 + Penalty 1734.431695 = -848512.756155 nChanged 157 SP:Iteration 10Q (7660.674241 sec): 3 clusters Score: Raw -850370.731192 + Penalty 1734.431695 = -848636.299497 nChanged 119 SP:Iteration 11Q (7660.743507 sec): 3 clusters Score: Raw -850461.931354 + Penalty 1734.431695 = -848727.499659 nChanged 85 SP:Iteration 12Q (7660.794510 sec): 3 clusters Score: Raw -850524.693392 + Penalty 1734.431695 = -848790.261696 nChanged 65 SP:Iteration 13Q (7660.858723 sec): 3 clusters Score: Raw -850573.714825 + Penalty 1734.431695 = -848839.283130 nChanged 45 SP:Iteration 14Q (7660.906107 sec): 3 clusters Score: Raw -850605.465031 + Penalty 1734.431695 = -848871.033335 nChanged 37 SP:Iteration 15Q (7660.957464 sec): 3 clusters Score: Raw -850636.748907 + Penalty 1734.431695 = -848902.317211 nChanged 38 SP:Iteration 16Q (7661.014043 sec): 3 clusters Score: Raw -850668.993920 + Penalty 1734.431695 = -848934.562225 nChanged 25 SP:Iteration 17Q (7661.070792 sec): 3 clusters Score: Raw -850687.494803 + Penalty 1734.431695 = -848953.063107 nChanged 17 SP:Iteration 18Q (7661.125193 sec): 3 clusters Score: Raw -850699.081086 + Penalty 1734.431695 = -848964.649391 nChanged 8 SP:Iteration 19Q (7661.181683 sec): 3 clusters Score: Raw -850703.022522 + Penalty 1734.431695 = -848968.590827 nChanged 7 SP:Iteration 20F (7661.240590 sec): 3 clusters Score: Raw -850706.933075 + Penalty 1734.431695 = -848972.501379 nChanged 4 SP:Iteration 21Q (7661.291969 sec): 3 clusters Score: Raw -850709.565445 + Penalty 1734.431695 = -848975.133750 nChanged 3 SP:Iteration 22Q (7661.342643 sec): 3 clusters Score: Raw -850711.183058 + Penalty 1734.431695 = -848976.751362 nChanged 3 SP:Iteration 23Q (7661.399371 sec): 3 clusters Score: Raw -850714.119225 + Penalty 1734.431695 = -848979.687529 nChanged 6 SP:Iteration 24Q (7661.455731 sec): 3 clusters Score: Raw -850717.629859 + Penalty 1734.431695 = -848983.198164 nChanged 8 SP:Iteration 25Q (7661.512187 sec): 3 clusters Score: Raw -850721.382218 + Penalty 1734.431695 = -848986.950523 nChanged 1 SP:Iteration 26Q (7661.568436 sec): 3 clusters Score: Raw -850721.624221 + Penalty 1734.431695 = -848987.192525 nChanged 1 SP:Iteration 27Q (7661.624870 sec): 3 clusters Score: Raw -850722.169203 + Penalty 1734.431695 = -848987.737507 nChanged 4 SP:Iteration 28Q (7661.679799 sec): 3 clusters Score: Raw -850724.039200 + Penalty 1734.431695 = -848989.607505 nChanged 2 SP:Iteration 29Q (7661.730631 sec): 3 clusters Score: Raw -850726.031175 + Penalty 1734.431695 = -848991.599480 nChanged 6 SP:Iteration 30Q (7661.787959 sec): 3 clusters Score: Raw -850730.351471 + Penalty 1734.431695 = -848995.919776 nChanged 2 SP:Iteration 31Q (7661.844247 sec): 3 clusters Score: Raw -850731.142242 + Penalty 1734.431695 = -848996.710547 nChanged 2 SP:Iteration 32Q (7661.900187 sec): 3 clusters Score: Raw -850732.364529 + Penalty 1734.431695 = -848997.932833 nChanged 1 SP:Iteration 33Q (7661.956597 sec): 3 clusters Score: Raw -850732.892020 + Penalty 1734.431695 = -848998.460324 nChanged 1 SP:Iteration 34Q (7662.013530 sec): 3 clusters Score: Raw -850733.568148 + Penalty 1734.431695 = -848999.136452 nChanged 1 SP:Iteration 35Q (7662.080188 sec): 3 clusters Score: Raw -850734.175910 + Penalty 1734.431695 = -848999.744215 nChanged 0 SP:Iteration 36F (7662.125354 sec): 3 clusters Score: Raw -850734.175910 + Penalty 1734.431695 = -848999.744215 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7662.152586 sec): 2 clusters Score: Raw -246244.463100 + Penalty 745.053790 = -245499.409310 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7662.204080 sec): 3 clusters Score: Raw -244961.738774 + Penalty 1490.107580 = -243471.631193 nChanged 995 SP:Iteration 1F (7662.255315 sec): 3 clusters Score: Raw -245533.332867 + Penalty 1490.107580 = -244043.225287 nChanged 194 SP:Iteration 2F (7662.301057 sec): 3 clusters Score: Raw -245646.320023 + Penalty 1490.107580 = -244156.212443 nChanged 148 SP:Iteration 3F (7662.341388 sec): 3 clusters Score: Raw -245733.932526 + Penalty 1490.107580 = -244243.824946 nChanged 112 SP:Iteration 4Q (7662.393510 sec): 3 clusters Score: Raw -245810.916439 + Penalty 1490.107580 = -244320.808859 nChanged 110 SP:Iteration 5Q (7662.446036 sec): 3 clusters Score: Raw -245882.183279 + Penalty 1490.107580 = -244392.075699 nChanged 110 SP:Iteration 6Q (7662.486068 sec): 3 clusters Score: Raw -245961.143538 + Penalty 1490.107580 = -244471.035958 nChanged 97 SP:Iteration 7Q (7662.526133 sec): 3 clusters Score: Raw -246034.161749 + Penalty 1490.107580 = -244544.054169 nChanged 92 SP:Iteration 8Q (7662.577417 sec): 3 clusters Score: Raw -246107.828458 + Penalty 1490.107580 = -244617.720878 nChanged 74 SP:Iteration 9Q (7662.623219 sec): 3 clusters Score: Raw -246176.324183 + Penalty 1490.107580 = -244686.216602 nChanged 69 SP:Iteration 10Q (7662.667967 sec): 3 clusters Score: Raw -246233.300671 + Penalty 1490.107580 = -244743.193091 nChanged 40 SP:Iteration 11Q (7662.718912 sec): 3 clusters Score: Raw -246268.229074 + Penalty 1490.107580 = -244778.121493 nChanged 36 SP:Iteration 12Q (7662.765118 sec): 3 clusters Score: Raw -246298.074428 + Penalty 1490.107580 = -244807.966848 nChanged 24 SP:Iteration 13Q (7662.816242 sec): 3 clusters Score: Raw -246321.352045 + Penalty 1490.107580 = -244831.244465 nChanged 26 SP:Iteration 14Q (7662.867124 sec): 3 clusters Score: Raw -246345.343937 + Penalty 1490.107580 = -244855.236357 nChanged 17 SP:Iteration 15Q (7662.917870 sec): 3 clusters Score: Raw -246364.379195 + Penalty 1490.107580 = -244874.271614 nChanged 11 SP:Iteration 16Q (7662.968994 sec): 3 clusters Score: Raw -246374.481848 + Penalty 1490.107580 = -244884.374267 nChanged 12 SP:Iteration 17Q (7663.012326 sec): 3 clusters Score: Raw -246385.334697 + Penalty 1490.107580 = -244895.227116 nChanged 6 SP:Iteration 18Q (7663.063372 sec): 3 clusters Score: Raw -246390.080601 + Penalty 1490.107580 = -244899.973020 nChanged 3 SP:Iteration 19Q (7663.108298 sec): 3 clusters Score: Raw -246392.731628 + Penalty 1490.107580 = -244902.624048 nChanged 4 SP:Iteration 20F (7663.159693 sec): 3 clusters Score: Raw -246395.738338 + Penalty 1490.107580 = -244905.630758 nChanged 2 SP:Iteration 21Q (7663.213669 sec): 3 clusters Score: Raw -246396.936251 + Penalty 1490.107580 = -244906.828671 nChanged 0 SP:Iteration 22F (7663.257012 sec): 3 clusters Score: Raw -246396.936251 + Penalty 1490.107580 = -244906.828671 nChanged 0 Trying to split cluster 33 (3336 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7663.275753 sec): 2 clusters Score: Raw -288335.110975 + Penalty 770.690138 = -287564.420837 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7663.335186 sec): 3 clusters Score: Raw -286592.794279 + Penalty 1541.380275 = -285051.414003 nChanged 1406 SP:Iteration 1F (7663.384542 sec): 3 clusters Score: Raw -287499.498556 + Penalty 1541.380275 = -285958.118280 nChanged 241 SP:Iteration 2F (7663.423177 sec): 3 clusters Score: Raw -287631.006587 + Penalty 1541.380275 = -286089.626312 nChanged 171 SP:Iteration 3F (7663.468755 sec): 3 clusters Score: Raw -287721.305297 + Penalty 1541.380275 = -286179.925022 nChanged 148 SP:Iteration 4Q (7663.524606 sec): 3 clusters Score: Raw -287796.528652 + Penalty 1541.380275 = -286255.148376 nChanged 123 SP:Iteration 5Q (7663.574836 sec): 3 clusters Score: Raw -287860.552344 + Penalty 1541.380275 = -286319.172069 nChanged 135 SP:Iteration 6Q (7663.618057 sec): 3 clusters Score: Raw -287945.712678 + Penalty 1541.380275 = -286404.332403 nChanged 134 SP:Iteration 7Q (7663.668026 sec): 3 clusters Score: Raw -288027.139400 + Penalty 1541.380275 = -286485.759125 nChanged 128 SP:Iteration 8Q (7663.700770 sec): 3 clusters Score: Raw -288112.367443 + Penalty 1541.380275 = -286570.987168 nChanged 144 SP:Iteration 9Q (7663.738659 sec): 3 clusters Score: Raw -288223.911137 + Penalty 1541.380275 = -286682.530862 nChanged 135 SP:Iteration 10Q (7663.787303 sec): 3 clusters Score: Raw -288325.895438 + Penalty 1541.380275 = -286784.515163 nChanged 125 SP:Iteration 11Q (7663.834808 sec): 3 clusters Score: Raw -288409.500897 + Penalty 1541.380275 = -286868.120622 nChanged 98 SP:Iteration 12Q (7663.881326 sec): 3 clusters Score: Raw -288472.827314 + Penalty 1541.380275 = -286931.447039 nChanged 87 SP:Iteration 13Q (7663.922709 sec): 3 clusters Score: Raw -288533.602493 + Penalty 1541.380275 = -286992.222218 nChanged 90 SP:Iteration 14Q (7663.975127 sec): 3 clusters Score: Raw -288594.839548 + Penalty 1541.380275 = -287053.459273 nChanged 71 SP:Iteration 15Q (7664.024390 sec): 3 clusters Score: Raw -288650.695323 + Penalty 1541.380275 = -287109.315048 nChanged 67 SP:Iteration 16Q (7664.063681 sec): 3 clusters Score: Raw -288732.414901 + Penalty 1541.380275 = -287191.034626 nChanged 79 SP:Iteration 17Q (7664.114448 sec): 3 clusters Score: Raw -288808.199760 + Penalty 1541.380275 = -287266.819485 nChanged 58 SP:Iteration 18Q (7664.165521 sec): 3 clusters Score: Raw -288846.124517 + Penalty 1541.380275 = -287304.744242 nChanged 41 SP:Iteration 19Q (7664.221833 sec): 3 clusters Score: Raw -288874.725276 + Penalty 1541.380275 = -287333.345001 nChanged 39 SP:Iteration 20F (7664.273386 sec): 3 clusters Score: Raw -288893.120643 + Penalty 1541.380275 = -287351.740368 nChanged 31 SP:Iteration 21Q (7664.324284 sec): 3 clusters Score: Raw -288905.157448 + Penalty 1541.380275 = -287363.777173 nChanged 22 SP:Iteration 22Q (7664.376549 sec): 3 clusters Score: Raw -288913.355367 + Penalty 1541.380275 = -287371.975092 nChanged 15 SP:Iteration 23Q (7664.427111 sec): 3 clusters Score: Raw -288917.313089 + Penalty 1541.380275 = -287375.932814 nChanged 14 SP:Iteration 24Q (7664.478791 sec): 3 clusters Score: Raw -288921.168692 + Penalty 1541.380275 = -287379.788417 nChanged 11 SP:Iteration 25Q (7664.518457 sec): 3 clusters Score: Raw -288924.353039 + Penalty 1541.380275 = -287382.972764 nChanged 11 SP:Iteration 26Q (7664.579272 sec): 3 clusters Score: Raw -288926.810828 + Penalty 1541.380275 = -287385.430553 nChanged 8 SP:Iteration 27Q (7664.628234 sec): 3 clusters Score: Raw -288928.421335 + Penalty 1541.380275 = -287387.041060 nChanged 7 SP:Iteration 28Q (7664.683137 sec): 3 clusters Score: Raw -288930.410207 + Penalty 1541.380275 = -287389.029932 nChanged 8 SP:Iteration 29Q (7664.731275 sec): 3 clusters Score: Raw -288932.243961 + Penalty 1541.380275 = -287390.863686 nChanged 9 SP:Iteration 30Q (7664.770531 sec): 3 clusters Score: Raw -288933.936721 + Penalty 1541.380275 = -287392.556446 nChanged 4 SP:Iteration 31Q (7664.831671 sec): 3 clusters Score: Raw -288934.624823 + Penalty 1541.380275 = -287393.244548 nChanged 0 SP:Iteration 32F (7664.882951 sec): 3 clusters Score: Raw -288934.624823 + Penalty 1541.380275 = -287393.244548 nChanged 0 Trying to split cluster 34 (287780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7665.193183 sec): 2 clusters Score: Raw -27464385.375332 + Penalty 1194.145400 = -27463191.229932 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7665.605763 sec): 3 clusters Score: Raw -27269843.446804 + Penalty 2388.290800 = -27267455.156004 nChanged 141458 SP:Iteration 1F (7666.003187 sec): 3 clusters Score: Raw -27360784.141419 + Penalty 2388.290800 = -27358395.850619 nChanged 13677 SP:Iteration 2Q (7666.426424 sec): 3 clusters Score: Raw -27366866.741167 + Penalty 2388.290800 = -27364478.450367 nChanged 15840 SP:Iteration 3F (7666.822690 sec): 3 clusters Score: Raw -27375946.828367 + Penalty 2388.290800 = -27373558.537567 nChanged 18016 SP:Iteration 4F (7667.206190 sec): 3 clusters Score: Raw -27388663.674362 + Penalty 2388.290800 = -27386275.383562 nChanged 18913 SP:Iteration 5F (7667.578773 sec): 3 clusters Score: Raw -27403510.088105 + Penalty 2388.290800 = -27401121.797305 nChanged 17806 SP:Iteration 6F (7667.951451 sec): 3 clusters Score: Raw -27416693.690764 + Penalty 2388.290800 = -27414305.399964 nChanged 14822 SP:Iteration 7F (7668.363328 sec): 3 clusters Score: Raw -27426100.772314 + Penalty 2388.290800 = -27423712.481514 nChanged 11714 SP:Iteration 8Q (7668.777584 sec): 3 clusters Score: Raw -27432280.051898 + Penalty 2388.290800 = -27429891.761098 nChanged 9089 SP:Iteration 9Q (7669.184015 sec): 3 clusters Score: Raw -27436422.177294 + Penalty 2388.290800 = -27434033.886495 nChanged 7401 SP:Iteration 10Q (7669.585899 sec): 3 clusters Score: Raw -27439570.245373 + Penalty 2388.290800 = -27437181.954573 nChanged 6779 SP:Iteration 11Q (7669.992456 sec): 3 clusters Score: Raw -27442419.762256 + Penalty 2388.290800 = -27440031.471456 nChanged 6480 SP:Iteration 12Q (7670.389857 sec): 3 clusters Score: Raw -27445171.894026 + Penalty 2388.290800 = -27442783.603226 nChanged 6214 SP:Iteration 13Q (7670.785302 sec): 3 clusters Score: Raw -27447915.277473 + Penalty 2388.290800 = -27445526.986673 nChanged 6011 SP:Iteration 14Q (7671.163953 sec): 3 clusters Score: Raw -27450631.394595 + Penalty 2388.290800 = -27448243.103795 nChanged 5455 SP:Iteration 15Q (7671.545066 sec): 3 clusters Score: Raw -27453153.999884 + Penalty 2388.290800 = -27450765.709084 nChanged 4985 SP:Iteration 16Q (7671.896269 sec): 3 clusters Score: Raw -27455506.149021 + Penalty 2388.290800 = -27453117.858221 nChanged 4434 SP:Iteration 17Q (7672.243364 sec): 3 clusters Score: Raw -27457637.827482 + Penalty 2388.290800 = -27455249.536682 nChanged 3849 SP:Iteration 18Q (7672.585220 sec): 3 clusters Score: Raw -27459480.771027 + Penalty 2388.290800 = -27457092.480227 nChanged 3089 SP:Iteration 19Q (7672.948188 sec): 3 clusters Score: Raw -27460924.710515 + Penalty 2388.290800 = -27458536.419715 nChanged 2433 SP:Iteration 20F (7673.344065 sec): 3 clusters Score: Raw -27461985.169256 + Penalty 2388.290800 = -27459596.878456 nChanged 1904 SP:Iteration 21Q (7673.695135 sec): 3 clusters Score: Raw -27462769.726399 + Penalty 2388.290800 = -27460381.435599 nChanged 1428 SP:Iteration 22Q (7674.042724 sec): 3 clusters Score: Raw -27463345.780025 + Penalty 2388.290800 = -27460957.489225 nChanged 1076 SP:Iteration 23Q (7674.391213 sec): 3 clusters Score: Raw -27463753.944985 + Penalty 2388.290800 = -27461365.654185 nChanged 826 SP:Iteration 24Q (7674.739890 sec): 3 clusters Score: Raw -27464043.026119 + Penalty 2388.290800 = -27461654.735319 nChanged 582 SP:Iteration 25Q (7675.079452 sec): 3 clusters Score: Raw -27464230.788346 + Penalty 2388.290800 = -27461842.497547 nChanged 430 SP:Iteration 26Q (7675.430429 sec): 3 clusters Score: Raw -27464369.349074 + Penalty 2388.290800 = -27461981.058274 nChanged 329 SP:Iteration 27Q (7675.762606 sec): 3 clusters Score: Raw -27464467.892542 + Penalty 2388.290800 = -27462079.601742 nChanged 250 SP:Iteration 28Q (7676.082893 sec): 3 clusters Score: Raw -27464543.308692 + Penalty 2388.290800 = -27462155.017892 nChanged 209 SP:Iteration 29Q (7676.399727 sec): 3 clusters Score: Raw -27464602.236177 + Penalty 2388.290800 = -27462213.945377 nChanged 162 SP:Iteration 30Q (7676.709774 sec): 3 clusters Score: Raw -27464649.832480 + Penalty 2388.290800 = -27462261.541680 nChanged 134 SP:Iteration 31Q (7677.060662 sec): 3 clusters Score: Raw -27464686.057408 + Penalty 2388.290800 = -27462297.766608 nChanged 104 SP:Iteration 32Q (7677.394308 sec): 3 clusters Score: Raw -27464710.627399 + Penalty 2388.290800 = -27462322.336599 nChanged 85 SP:Iteration 33Q (7677.731378 sec): 3 clusters Score: Raw -27464729.443471 + Penalty 2388.290800 = -27462341.152671 nChanged 70 SP:Iteration 34Q (7678.060387 sec): 3 clusters Score: Raw -27464746.535761 + Penalty 2388.290800 = -27462358.244961 nChanged 66 SP:Iteration 35Q (7678.398433 sec): 3 clusters Score: Raw -27464762.654727 + Penalty 2388.290800 = -27462374.363928 nChanged 61 SP:Iteration 36Q (7678.736546 sec): 3 clusters Score: Raw -27464777.031474 + Penalty 2388.290800 = -27462388.740674 nChanged 49 SP:Iteration 37Q (7679.076581 sec): 3 clusters Score: Raw -27464788.693282 + Penalty 2388.290800 = -27462400.402482 nChanged 48 SP:Iteration 38Q (7679.406317 sec): 3 clusters Score: Raw -27464800.174758 + Penalty 2388.290800 = -27462411.883958 nChanged 40 SP:Iteration 39Q (7679.733512 sec): 3 clusters Score: Raw -27464809.510955 + Penalty 2388.290800 = -27462421.220155 nChanged 39 SP:Iteration 40F (7680.117176 sec): 3 clusters Score: Raw -27464821.014932 + Penalty 2388.290800 = -27462432.724132 nChanged 41 SP:Iteration 41Q (7680.433671 sec): 3 clusters Score: Raw -27464831.079740 + Penalty 2388.290800 = -27462442.788940 nChanged 34 SP:Iteration 42Q (7680.744018 sec): 3 clusters Score: Raw -27464840.274015 + Penalty 2388.290800 = -27462451.983215 nChanged 29 SP:Iteration 43Q (7681.077104 sec): 3 clusters Score: Raw -27464846.221004 + Penalty 2388.290800 = -27462457.930204 nChanged 25 SP:Iteration 44Q (7681.413914 sec): 3 clusters Score: Raw -27464850.237758 + Penalty 2388.290800 = -27462461.946958 nChanged 17 SP:Iteration 45Q (7681.755940 sec): 3 clusters Score: Raw -27464852.827062 + Penalty 2388.290800 = -27462464.536262 nChanged 10 SP:Iteration 46Q (7682.092471 sec): 3 clusters Score: Raw -27464854.294426 + Penalty 2388.290800 = -27462466.003626 nChanged 6 SP:Iteration 47Q (7682.425454 sec): 3 clusters Score: Raw -27464855.057443 + Penalty 2388.290800 = -27462466.766643 nChanged 9 SP:Iteration 48Q (7682.744775 sec): 3 clusters Score: Raw -27464856.381216 + Penalty 2388.290800 = -27462468.090417 nChanged 11 SP:Iteration 49Q (7683.069270 sec): 3 clusters Score: Raw -27464858.501517 + Penalty 2388.290800 = -27462470.210717 nChanged 11 SP:Iteration 50Q (7683.386812 sec): 3 clusters Score: Raw -27464860.237085 + Penalty 2388.290800 = -27462471.946286 nChanged 14 SP:Iteration 51Q (7683.720999 sec): 3 clusters Score: Raw -27464862.455416 + Penalty 2388.290800 = -27462474.164616 nChanged 12 SP:Iteration 52Q (7684.035244 sec): 3 clusters Score: Raw -27464864.573629 + Penalty 2388.290800 = -27462476.282829 nChanged 10 SP:Iteration 53Q (7684.393638 sec): 3 clusters Score: Raw -27464866.415412 + Penalty 2388.290800 = -27462478.124613 nChanged 9 SP:Iteration 54Q (7684.729338 sec): 3 clusters Score: Raw -27464867.813625 + Penalty 2388.290800 = -27462479.522826 nChanged 7 SP:Iteration 55Q (7685.050810 sec): 3 clusters Score: Raw -27464869.147889 + Penalty 2388.290800 = -27462480.857089 nChanged 7 SP:Iteration 56Q (7685.358607 sec): 3 clusters Score: Raw -27464871.059610 + Penalty 2388.290800 = -27462482.768810 nChanged 8 SP:Iteration 57Q (7685.677062 sec): 3 clusters Score: Raw -27464872.692023 + Penalty 2388.290800 = -27462484.401224 nChanged 12 SP:Iteration 58Q (7686.019765 sec): 3 clusters Score: Raw -27464874.981654 + Penalty 2388.290800 = -27462486.690854 nChanged 13 SP:Iteration 59Q (7686.351366 sec): 3 clusters Score: Raw -27464877.465990 + Penalty 2388.290800 = -27462489.175190 nChanged 8 SP:Iteration 60F (7686.744882 sec): 3 clusters Score: Raw -27464878.612089 + Penalty 2388.290800 = -27462490.321289 nChanged 3 SP:Iteration 61Q (7687.082917 sec): 3 clusters Score: Raw -27464878.838595 + Penalty 2388.290800 = -27462490.547796 nChanged 4 SP:Iteration 62Q (7687.413139 sec): 3 clusters Score: Raw -27464879.339630 + Penalty 2388.290800 = -27462491.048830 nChanged 4 SP:Iteration 63Q (7687.744987 sec): 3 clusters Score: Raw -27464879.853722 + Penalty 2388.290800 = -27462491.562922 nChanged 4 SP:Iteration 64Q (7688.079309 sec): 3 clusters Score: Raw -27464880.469744 + Penalty 2388.290800 = -27462492.178944 nChanged 4 SP:Iteration 65Q (7688.405346 sec): 3 clusters Score: Raw -27464881.104881 + Penalty 2388.290800 = -27462492.814082 nChanged 6 SP:Iteration 66Q (7688.730905 sec): 3 clusters Score: Raw -27464882.093802 + Penalty 2388.290800 = -27462493.803002 nChanged 5 SP:Iteration 67Q (7689.055947 sec): 3 clusters Score: Raw -27464883.256813 + Penalty 2388.290800 = -27462494.966013 nChanged 9 SP:Iteration 68Q (7689.387540 sec): 3 clusters Score: Raw -27464885.187051 + Penalty 2388.290800 = -27462496.896251 nChanged 8 SP:Iteration 69Q (7689.718301 sec): 3 clusters Score: Raw -27464887.596559 + Penalty 2388.290800 = -27462499.305760 nChanged 5 SP:Iteration 70Q (7690.047025 sec): 3 clusters Score: Raw -27464888.714047 + Penalty 2388.290800 = -27462500.423247 nChanged 7 SP:Iteration 71Q (7690.379497 sec): 3 clusters Score: Raw -27464889.942805 + Penalty 2388.290800 = -27462501.652005 nChanged 5 SP:Iteration 72Q (7690.778099 sec): 3 clusters Score: Raw -27464891.185033 + Penalty 2388.290800 = -27462502.894233 nChanged 11 SP:Iteration 73Q (7691.116187 sec): 3 clusters Score: Raw -27464893.405946 + Penalty 2388.290800 = -27462505.115146 nChanged 10 SP:Iteration 74Q (7691.422960 sec): 3 clusters Score: Raw -27464895.615319 + Penalty 2388.290800 = -27462507.324520 nChanged 5 SP:Iteration 75Q (7691.761095 sec): 3 clusters Score: Raw -27464896.834547 + Penalty 2388.290800 = -27462508.543747 nChanged 3 SP:Iteration 76Q (7692.061605 sec): 3 clusters Score: Raw -27464897.448855 + Penalty 2388.290800 = -27462509.158055 nChanged 5 SP:Iteration 77Q (7692.377363 sec): 3 clusters Score: Raw -27464898.987346 + Penalty 2388.290800 = -27462510.696546 nChanged 6 SP:Iteration 78Q (7692.692912 sec): 3 clusters Score: Raw -27464900.183557 + Penalty 2388.290800 = -27462511.892757 nChanged 7 SP:Iteration 79Q (7693.020815 sec): 3 clusters Score: Raw -27464901.886885 + Penalty 2388.290800 = -27462513.596085 nChanged 12 SP:Iteration 80F (7693.384239 sec): 3 clusters Score: Raw -27464904.599071 + Penalty 2388.290800 = -27462516.308271 nChanged 13 SP:Iteration 81Q (7693.686597 sec): 3 clusters Score: Raw -27464907.766026 + Penalty 2388.290800 = -27462519.475227 nChanged 15 SP:Iteration 82Q (7694.020425 sec): 3 clusters Score: Raw -27464910.548816 + Penalty 2388.290800 = -27462522.258016 nChanged 11 SP:Iteration 83Q (7694.343784 sec): 3 clusters Score: Raw -27464913.031445 + Penalty 2388.290800 = -27462524.740645 nChanged 12 SP:Iteration 84Q (7694.678081 sec): 3 clusters Score: Raw -27464914.728311 + Penalty 2388.290800 = -27462526.437511 nChanged 6 SP:Iteration 85Q (7695.004054 sec): 3 clusters Score: Raw -27464915.931267 + Penalty 2388.290800 = -27462527.640467 nChanged 7 SP:Iteration 86Q (7695.331103 sec): 3 clusters Score: Raw -27464917.385094 + Penalty 2388.290800 = -27462529.094294 nChanged 6 SP:Iteration 87Q (7695.648916 sec): 3 clusters Score: Raw -27464918.131949 + Penalty 2388.290800 = -27462529.841149 nChanged 3 SP:Iteration 88Q (7695.976365 sec): 3 clusters Score: Raw -27464918.852318 + Penalty 2388.290800 = -27462530.561519 nChanged 4 SP:Iteration 89Q (7696.280995 sec): 3 clusters Score: Raw -27464919.196172 + Penalty 2388.290800 = -27462530.905372 nChanged 1 SP:Iteration 90Q (7696.582911 sec): 3 clusters Score: Raw -27464919.248465 + Penalty 2388.290800 = -27462530.957665 nChanged 0 SP:Iteration 91F (7696.970831 sec): 3 clusters Score: Raw -27464919.248465 + Penalty 2388.290800 = -27462530.957665 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7697.009274 sec): 2 clusters Score: Raw -216729.266010 + Penalty 751.261847 = -215978.004163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7697.052436 sec): 3 clusters Score: Raw -215363.170798 + Penalty 1502.523694 = -213860.647103 nChanged 1100 SP:Iteration 1F (7697.097162 sec): 3 clusters Score: Raw -216179.998349 + Penalty 1502.523694 = -214677.474655 nChanged 248 SP:Iteration 2F (7697.153473 sec): 3 clusters Score: Raw -216435.807980 + Penalty 1502.523694 = -214933.284286 nChanged 213 SP:Iteration 3F (7697.185879 sec): 3 clusters Score: Raw -216640.976596 + Penalty 1502.523694 = -215138.452902 nChanged 179 SP:Iteration 4F (7697.245168 sec): 3 clusters Score: Raw -216804.350565 + Penalty 1502.523694 = -215301.826870 nChanged 149 SP:Iteration 5F (7697.282979 sec): 3 clusters Score: Raw -216919.022624 + Penalty 1502.523694 = -215416.498929 nChanged 110 SP:Iteration 6Q (7697.316255 sec): 3 clusters Score: Raw -216998.938046 + Penalty 1502.523694 = -215496.414352 nChanged 84 SP:Iteration 7Q (7697.356141 sec): 3 clusters Score: Raw -217057.089886 + Penalty 1502.523694 = -215554.566191 nChanged 59 SP:Iteration 8Q (7697.402740 sec): 3 clusters Score: Raw -217096.696866 + Penalty 1502.523694 = -215594.173171 nChanged 57 SP:Iteration 9Q (7697.449102 sec): 3 clusters Score: Raw -217134.540223 + Penalty 1502.523694 = -215632.016529 nChanged 47 SP:Iteration 10Q (7697.491697 sec): 3 clusters Score: Raw -217172.604850 + Penalty 1502.523694 = -215670.081156 nChanged 50 SP:Iteration 11Q (7697.549272 sec): 3 clusters Score: Raw -217204.146578 + Penalty 1502.523694 = -215701.622884 nChanged 45 SP:Iteration 12Q (7697.584930 sec): 3 clusters Score: Raw -217227.216169 + Penalty 1502.523694 = -215724.692474 nChanged 30 SP:Iteration 13Q (7697.635717 sec): 3 clusters Score: Raw -217249.205382 + Penalty 1502.523694 = -215746.681687 nChanged 33 SP:Iteration 14Q (7697.686954 sec): 3 clusters Score: Raw -217271.195862 + Penalty 1502.523694 = -215768.672167 nChanged 31 SP:Iteration 15Q (7697.738125 sec): 3 clusters Score: Raw -217295.629423 + Penalty 1502.523694 = -215793.105729 nChanged 37 SP:Iteration 16Q (7697.789705 sec): 3 clusters Score: Raw -217317.183543 + Penalty 1502.523694 = -215814.659849 nChanged 29 SP:Iteration 17Q (7697.847477 sec): 3 clusters Score: Raw -217332.154973 + Penalty 1502.523694 = -215829.631279 nChanged 23 SP:Iteration 18Q (7697.892596 sec): 3 clusters Score: Raw -217346.058302 + Penalty 1502.523694 = -215843.534608 nChanged 19 SP:Iteration 19Q (7697.930561 sec): 3 clusters Score: Raw -217360.440162 + Penalty 1502.523694 = -215857.916468 nChanged 19 SP:Iteration 20F (7697.977013 sec): 3 clusters Score: Raw -217382.294246 + Penalty 1502.523694 = -215879.770552 nChanged 23 SP:Iteration 21Q (7698.026868 sec): 3 clusters Score: Raw -217399.413989 + Penalty 1502.523694 = -215896.890294 nChanged 18 SP:Iteration 22Q (7698.078101 sec): 3 clusters Score: Raw -217408.337000 + Penalty 1502.523694 = -215905.813305 nChanged 14 SP:Iteration 23Q (7698.129112 sec): 3 clusters Score: Raw -217413.930790 + Penalty 1502.523694 = -215911.407095 nChanged 12 SP:Iteration 24Q (7698.180304 sec): 3 clusters Score: Raw -217416.687385 + Penalty 1502.523694 = -215914.163691 nChanged 8 SP:Iteration 25Q (7698.226045 sec): 3 clusters Score: Raw -217419.012548 + Penalty 1502.523694 = -215916.488854 nChanged 4 SP:Iteration 26Q (7698.269368 sec): 3 clusters Score: Raw -217420.067376 + Penalty 1502.523694 = -215917.543682 nChanged 4 SP:Iteration 27Q (7698.284548 sec): 3 clusters Score: Raw -217422.093192 + Penalty 1502.523694 = -215919.569498 nChanged 6 SP:Iteration 28Q (7698.295015 sec): 3 clusters Score: Raw -217424.225545 + Penalty 1502.523694 = -215921.701851 nChanged 3 SP:Iteration 29Q (7698.305041 sec): 3 clusters Score: Raw -217424.741136 + Penalty 1502.523694 = -215922.217441 nChanged 2 SP:Iteration 30Q (7698.315159 sec): 3 clusters Score: Raw -217425.526113 + Penalty 1502.523694 = -215923.002418 nChanged 2 SP:Iteration 31Q (7698.325234 sec): 3 clusters Score: Raw -217426.517599 + Penalty 1502.523694 = -215923.993905 nChanged 3 SP:Iteration 32Q (7698.335306 sec): 3 clusters Score: Raw -217427.278586 + Penalty 1502.523694 = -215924.754891 nChanged 2 SP:Iteration 33Q (7698.345332 sec): 3 clusters Score: Raw -217427.762835 + Penalty 1502.523694 = -215925.239140 nChanged 0 SP:Iteration 34F (7698.355473 sec): 3 clusters Score: Raw -217427.762835 + Penalty 1502.523694 = -215925.239140 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7698.394561 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7698.434798 sec): 3 clusters Score: Raw -163878.511648 + Penalty 1431.909148 = -162446.602500 nChanged 712 SP:Iteration 1F (7698.485228 sec): 3 clusters Score: Raw -164287.057080 + Penalty 1431.909148 = -162855.147931 nChanged 126 SP:Iteration 2F (7698.526023 sec): 3 clusters Score: Raw -164375.724933 + Penalty 1431.909148 = -162943.815785 nChanged 109 SP:Iteration 3F (7698.576472 sec): 3 clusters Score: Raw -164442.140483 + Penalty 1431.909148 = -163010.231335 nChanged 87 SP:Iteration 4Q (7698.622926 sec): 3 clusters Score: Raw -164482.220628 + Penalty 1431.909148 = -163050.311480 nChanged 52 SP:Iteration 5Q (7698.673256 sec): 3 clusters Score: Raw -164509.728002 + Penalty 1431.909148 = -163077.818853 nChanged 57 SP:Iteration 6Q (7698.724477 sec): 3 clusters Score: Raw -164540.773746 + Penalty 1431.909148 = -163108.864597 nChanged 46 SP:Iteration 7Q (7698.759267 sec): 3 clusters Score: Raw -164562.279520 + Penalty 1431.909148 = -163130.370372 nChanged 38 SP:Iteration 8Q (7698.803927 sec): 3 clusters Score: Raw -164582.284609 + Penalty 1431.909148 = -163150.375460 nChanged 42 SP:Iteration 9Q (7698.854990 sec): 3 clusters Score: Raw -164608.665680 + Penalty 1431.909148 = -163176.756532 nChanged 45 SP:Iteration 10Q (7698.905881 sec): 3 clusters Score: Raw -164631.844103 + Penalty 1431.909148 = -163199.934955 nChanged 36 SP:Iteration 11Q (7698.955776 sec): 3 clusters Score: Raw -164648.996258 + Penalty 1431.909148 = -163217.087109 nChanged 37 SP:Iteration 12Q (7699.006361 sec): 3 clusters Score: Raw -164670.878412 + Penalty 1431.909148 = -163238.969264 nChanged 41 SP:Iteration 13Q (7699.057033 sec): 3 clusters Score: Raw -164699.490130 + Penalty 1431.909148 = -163267.580982 nChanged 50 SP:Iteration 14Q (7699.107717 sec): 3 clusters Score: Raw -164731.069660 + Penalty 1431.909148 = -163299.160512 nChanged 50 SP:Iteration 15Q (7699.149289 sec): 3 clusters Score: Raw -164768.770574 + Penalty 1431.909148 = -163336.861426 nChanged 53 SP:Iteration 16Q (7699.193248 sec): 3 clusters Score: Raw -164815.278831 + Penalty 1431.909148 = -163383.369683 nChanged 59 SP:Iteration 17Q (7699.242300 sec): 3 clusters Score: Raw -164867.184055 + Penalty 1431.909148 = -163435.274907 nChanged 41 SP:Iteration 18Q (7699.295433 sec): 3 clusters Score: Raw -164901.130923 + Penalty 1431.909148 = -163469.221774 nChanged 33 SP:Iteration 19Q (7699.334831 sec): 3 clusters Score: Raw -164921.987317 + Penalty 1431.909148 = -163490.078169 nChanged 22 SP:Iteration 20F (7699.386686 sec): 3 clusters Score: Raw -164938.295327 + Penalty 1431.909148 = -163506.386179 nChanged 21 SP:Iteration 21Q (7699.437892 sec): 3 clusters Score: Raw -164955.812044 + Penalty 1431.909148 = -163523.902896 nChanged 16 SP:Iteration 22Q (7699.488862 sec): 3 clusters Score: Raw -164965.234720 + Penalty 1431.909148 = -163533.325571 nChanged 11 SP:Iteration 23Q (7699.529888 sec): 3 clusters Score: Raw -164970.091259 + Penalty 1431.909148 = -163538.182111 nChanged 6 SP:Iteration 24Q (7699.580967 sec): 3 clusters Score: Raw -164973.093394 + Penalty 1431.909148 = -163541.184246 nChanged 5 SP:Iteration 25Q (7699.616178 sec): 3 clusters Score: Raw -164975.934815 + Penalty 1431.909148 = -163544.025667 nChanged 6 SP:Iteration 26Q (7699.667879 sec): 3 clusters Score: Raw -164979.378391 + Penalty 1431.909148 = -163547.469243 nChanged 7 SP:Iteration 27Q (7699.731116 sec): 3 clusters Score: Raw -164984.452520 + Penalty 1431.909148 = -163552.543372 nChanged 11 SP:Iteration 28Q (7699.771042 sec): 3 clusters Score: Raw -164990.919183 + Penalty 1431.909148 = -163559.010035 nChanged 9 SP:Iteration 29Q (7699.822787 sec): 3 clusters Score: Raw -164997.870793 + Penalty 1431.909148 = -163565.961645 nChanged 10 SP:Iteration 30Q (7699.873326 sec): 3 clusters Score: Raw -165007.178365 + Penalty 1431.909148 = -163575.269217 nChanged 13 SP:Iteration 31Q (7699.929038 sec): 3 clusters Score: Raw -165016.082935 + Penalty 1431.909148 = -163584.173787 nChanged 10 SP:Iteration 32Q (7699.963854 sec): 3 clusters Score: Raw -165022.263369 + Penalty 1431.909148 = -163590.354220 nChanged 5 SP:Iteration 33Q (7700.006815 sec): 3 clusters Score: Raw -165025.690976 + Penalty 1431.909148 = -163593.781827 nChanged 4 SP:Iteration 34Q (7700.040062 sec): 3 clusters Score: Raw -165028.197517 + Penalty 1431.909148 = -163596.288369 nChanged 2 SP:Iteration 35Q (7700.082596 sec): 3 clusters Score: Raw -165029.838285 + Penalty 1431.909148 = -163597.929137 nChanged 1 SP:Iteration 36Q (7700.125084 sec): 3 clusters Score: Raw -165030.426400 + Penalty 1431.909148 = -163598.517252 nChanged 0 SP:Iteration 37F (7700.174136 sec): 3 clusters Score: Raw -165030.426400 + Penalty 1431.909148 = -163598.517252 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7700.200089 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7700.249524 sec): 3 clusters Score: Raw -69108.345489 + Penalty 1239.476838 = -67868.868651 nChanged 227 SP:Iteration 1F (7700.294480 sec): 3 clusters Score: Raw -69301.855092 + Penalty 1239.476838 = -68062.378254 nChanged 46 SP:Iteration 2F (7700.341553 sec): 3 clusters Score: Raw -69343.058615 + Penalty 1239.476838 = -68103.581777 nChanged 21 SP:Iteration 3Q (7700.382650 sec): 3 clusters Score: Raw -69364.234454 + Penalty 1239.476838 = -68124.757616 nChanged 15 SP:Iteration 4Q (7700.432404 sec): 3 clusters Score: Raw -69375.528847 + Penalty 1239.476838 = -68136.052008 nChanged 9 SP:Iteration 5Q (7700.482523 sec): 3 clusters Score: Raw -69382.579684 + Penalty 1239.476838 = -68143.102846 nChanged 7 SP:Iteration 6Q (7700.523381 sec): 3 clusters Score: Raw -69388.869907 + Penalty 1239.476838 = -68149.393069 nChanged 5 SP:Iteration 7Q (7700.569255 sec): 3 clusters Score: Raw -69393.490344 + Penalty 1239.476838 = -68154.013506 nChanged 3 SP:Iteration 8Q (7700.618329 sec): 3 clusters Score: Raw -69395.895408 + Penalty 1239.476838 = -68156.418569 nChanged 3 SP:Iteration 9Q (7700.661601 sec): 3 clusters Score: Raw -69399.862022 + Penalty 1239.476838 = -68160.385184 nChanged 3 SP:Iteration 10Q (7700.717764 sec): 3 clusters Score: Raw -69403.578384 + Penalty 1239.476838 = -68164.101545 nChanged 4 SP:Iteration 11Q (7700.760273 sec): 3 clusters Score: Raw -69405.950654 + Penalty 1239.476838 = -68166.473815 nChanged 0 SP:Iteration 12F (7700.792946 sec): 3 clusters Score: Raw -69405.950654 + Penalty 1239.476838 = -68166.473815 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7700.820108 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7700.864322 sec): 3 clusters Score: Raw -223433.460009 + Penalty 1472.862013 = -221960.597995 nChanged 914 SP:Iteration 1F (7700.914859 sec): 3 clusters Score: Raw -223959.750181 + Penalty 1472.862013 = -222486.888167 nChanged 191 SP:Iteration 2F (7700.961483 sec): 3 clusters Score: Raw -224075.950024 + Penalty 1472.862013 = -222603.088011 nChanged 151 SP:Iteration 3F (7701.007058 sec): 3 clusters Score: Raw -224161.241438 + Penalty 1472.862013 = -222688.379425 nChanged 128 SP:Iteration 4F (7701.046151 sec): 3 clusters Score: Raw -224239.922002 + Penalty 1472.862013 = -222767.059988 nChanged 86 SP:Iteration 5Q (7701.087827 sec): 3 clusters Score: Raw -224285.346586 + Penalty 1472.862013 = -222812.484573 nChanged 72 SP:Iteration 6Q (7701.134119 sec): 3 clusters Score: Raw -224324.561187 + Penalty 1472.862013 = -222851.699174 nChanged 62 SP:Iteration 7Q (7701.183710 sec): 3 clusters Score: Raw -224372.083996 + Penalty 1472.862013 = -222899.221982 nChanged 60 SP:Iteration 8Q (7701.233985 sec): 3 clusters Score: Raw -224419.074325 + Penalty 1472.862013 = -222946.212311 nChanged 67 SP:Iteration 9Q (7701.279917 sec): 3 clusters Score: Raw -224454.959160 + Penalty 1472.862013 = -222982.097146 nChanged 54 SP:Iteration 10Q (7701.330624 sec): 3 clusters Score: Raw -224486.112062 + Penalty 1472.862013 = -223013.250049 nChanged 45 SP:Iteration 11Q (7701.381331 sec): 3 clusters Score: Raw -224511.883474 + Penalty 1472.862013 = -223039.021460 nChanged 46 SP:Iteration 12Q (7701.422134 sec): 3 clusters Score: Raw -224537.244091 + Penalty 1472.862013 = -223064.382078 nChanged 41 SP:Iteration 13Q (7701.483476 sec): 3 clusters Score: Raw -224556.100001 + Penalty 1472.862013 = -223083.237988 nChanged 37 SP:Iteration 14Q (7701.525554 sec): 3 clusters Score: Raw -224572.832322 + Penalty 1472.862013 = -223099.970309 nChanged 39 SP:Iteration 15Q (7701.563041 sec): 3 clusters Score: Raw -224592.825210 + Penalty 1472.862013 = -223119.963196 nChanged 29 SP:Iteration 16Q (7701.608318 sec): 3 clusters Score: Raw -224604.609953 + Penalty 1472.862013 = -223131.747940 nChanged 20 SP:Iteration 17Q (7701.658817 sec): 3 clusters Score: Raw -224611.976333 + Penalty 1472.862013 = -223139.114320 nChanged 23 SP:Iteration 18Q (7701.709454 sec): 3 clusters Score: Raw -224621.019363 + Penalty 1472.862013 = -223148.157349 nChanged 21 SP:Iteration 19Q (7701.758665 sec): 3 clusters Score: Raw -224626.368320 + Penalty 1472.862013 = -223153.506307 nChanged 13 SP:Iteration 20F (7701.809398 sec): 3 clusters Score: Raw -224631.098730 + Penalty 1472.862013 = -223158.236717 nChanged 10 SP:Iteration 21Q (7701.860509 sec): 3 clusters Score: Raw -224634.694576 + Penalty 1472.862013 = -223161.832562 nChanged 10 SP:Iteration 22Q (7701.900915 sec): 3 clusters Score: Raw -224638.076186 + Penalty 1472.862013 = -223165.214173 nChanged 5 SP:Iteration 23Q (7701.936348 sec): 3 clusters Score: Raw -224639.916535 + Penalty 1472.862013 = -223167.054522 nChanged 9 SP:Iteration 24Q (7701.982485 sec): 3 clusters Score: Raw -224642.406888 + Penalty 1472.862013 = -223169.544875 nChanged 5 SP:Iteration 25Q (7702.037052 sec): 3 clusters Score: Raw -224644.866157 + Penalty 1472.862013 = -223172.004144 nChanged 6 SP:Iteration 26Q (7702.072178 sec): 3 clusters Score: Raw -224646.851888 + Penalty 1472.862013 = -223173.989875 nChanged 4 SP:Iteration 27Q (7702.122532 sec): 3 clusters Score: Raw -224648.711078 + Penalty 1472.862013 = -223175.849064 nChanged 3 SP:Iteration 28Q (7702.172607 sec): 3 clusters Score: Raw -224649.467911 + Penalty 1472.862013 = -223176.605898 nChanged 3 SP:Iteration 29Q (7702.219280 sec): 3 clusters Score: Raw -224650.082777 + Penalty 1472.862013 = -223177.220764 nChanged 3 SP:Iteration 30Q (7702.264988 sec): 3 clusters Score: Raw -224650.522853 + Penalty 1472.862013 = -223177.660840 nChanged 3 SP:Iteration 31Q (7702.293401 sec): 3 clusters Score: Raw -224651.277947 + Penalty 1472.862013 = -223178.415933 nChanged 4 SP:Iteration 32Q (7702.341028 sec): 3 clusters Score: Raw -224652.196587 + Penalty 1472.862013 = -223179.334573 nChanged 3 SP:Iteration 33Q (7702.378972 sec): 3 clusters Score: Raw -224653.093080 + Penalty 1472.862013 = -223180.231067 nChanged 4 SP:Iteration 34Q (7702.428005 sec): 3 clusters Score: Raw -224654.045952 + Penalty 1472.862013 = -223181.183939 nChanged 6 SP:Iteration 35Q (7702.479411 sec): 3 clusters Score: Raw -224655.666681 + Penalty 1472.862013 = -223182.804667 nChanged 7 SP:Iteration 36Q (7702.521515 sec): 3 clusters Score: Raw -224658.274663 + Penalty 1472.862013 = -223185.412650 nChanged 7 SP:Iteration 37Q (7702.573685 sec): 3 clusters Score: Raw -224661.718695 + Penalty 1472.862013 = -223188.856682 nChanged 10 SP:Iteration 38Q (7702.625548 sec): 3 clusters Score: Raw -224665.139220 + Penalty 1472.862013 = -223192.277207 nChanged 7 SP:Iteration 39Q (7702.677283 sec): 3 clusters Score: Raw -224667.753385 + Penalty 1472.862013 = -223194.891372 nChanged 8 SP:Iteration 40F (7702.729165 sec): 3 clusters Score: Raw -224671.037273 + Penalty 1472.862013 = -223198.175260 nChanged 4 SP:Iteration 41Q (7702.780832 sec): 3 clusters Score: Raw -224672.609114 + Penalty 1472.862013 = -223199.747101 nChanged 4 SP:Iteration 42Q (7702.832129 sec): 3 clusters Score: Raw -224673.411953 + Penalty 1472.862013 = -223200.549940 nChanged 2 SP:Iteration 43Q (7702.890025 sec): 3 clusters Score: Raw -224674.054577 + Penalty 1472.862013 = -223201.192564 nChanged 2 SP:Iteration 44Q (7702.932585 sec): 3 clusters Score: Raw -224674.719539 + Penalty 1472.862013 = -223201.857525 nChanged 3 SP:Iteration 45Q (7702.969936 sec): 3 clusters Score: Raw -224675.892838 + Penalty 1472.862013 = -223203.030825 nChanged 4 SP:Iteration 46Q (7703.020497 sec): 3 clusters Score: Raw -224676.900862 + Penalty 1472.862013 = -223204.038849 nChanged 4 SP:Iteration 47Q (7703.066105 sec): 3 clusters Score: Raw -224677.662004 + Penalty 1472.862013 = -223204.799991 nChanged 1 SP:Iteration 48Q (7703.116860 sec): 3 clusters Score: Raw -224677.776529 + Penalty 1472.862013 = -223204.914516 nChanged 1 SP:Iteration 49Q (7703.162566 sec): 3 clusters Score: Raw -224677.872684 + Penalty 1472.862013 = -223205.010671 nChanged 1 SP:Iteration 50Q (7703.216002 sec): 3 clusters Score: Raw -224678.625586 + Penalty 1472.862013 = -223205.763573 nChanged 2 SP:Iteration 51Q (7703.261592 sec): 3 clusters Score: Raw -224679.372498 + Penalty 1472.862013 = -223206.510485 nChanged 0 SP:Iteration 52F (7703.295611 sec): 3 clusters Score: Raw -224679.372498 + Penalty 1472.862013 = -223206.510485 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7703.330407 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7703.396127 sec): 3 clusters Score: Raw -975138.862770 + Penalty 1754.303745 = -973384.559025 nChanged 4635 SP:Iteration 1F (7703.440790 sec): 3 clusters Score: Raw -977640.945561 + Penalty 1754.303745 = -975886.641816 nChanged 573 SP:Iteration 2F (7703.500118 sec): 3 clusters Score: Raw -977864.497431 + Penalty 1754.303745 = -976110.193686 nChanged 505 SP:Iteration 3Q (7703.548964 sec): 3 clusters Score: Raw -978082.036960 + Penalty 1754.303745 = -976327.733214 nChanged 503 SP:Iteration 4Q (7703.608024 sec): 3 clusters Score: Raw -978308.547632 + Penalty 1754.303745 = -976554.243887 nChanged 474 SP:Iteration 5Q (7703.678649 sec): 3 clusters Score: Raw -978524.297476 + Penalty 1754.303745 = -976769.993731 nChanged 445 SP:Iteration 6Q (7703.720856 sec): 3 clusters Score: Raw -978734.804108 + Penalty 1754.303745 = -976980.500363 nChanged 417 SP:Iteration 7Q (7703.781518 sec): 3 clusters Score: Raw -978961.267701 + Penalty 1754.303745 = -977206.963955 nChanged 455 SP:Iteration 8Q (7703.834884 sec): 3 clusters Score: Raw -979219.970883 + Penalty 1754.303745 = -977465.667138 nChanged 435 SP:Iteration 9Q (7703.892612 sec): 3 clusters Score: Raw -979459.369278 + Penalty 1754.303745 = -977705.065533 nChanged 427 SP:Iteration 10Q (7703.946865 sec): 3 clusters Score: Raw -979652.331454 + Penalty 1754.303745 = -977898.027709 nChanged 363 SP:Iteration 11Q (7704.018840 sec): 3 clusters Score: Raw -979825.207733 + Penalty 1754.303745 = -978070.903988 nChanged 347 SP:Iteration 12Q (7704.067934 sec): 3 clusters Score: Raw -979980.620984 + Penalty 1754.303745 = -978226.317239 nChanged 290 SP:Iteration 13Q (7704.127366 sec): 3 clusters Score: Raw -980096.207236 + Penalty 1754.303745 = -978341.903491 nChanged 242 SP:Iteration 14Q (7704.183973 sec): 3 clusters Score: Raw -980177.878716 + Penalty 1754.303745 = -978423.574971 nChanged 209 SP:Iteration 15Q (7704.244005 sec): 3 clusters Score: Raw -980240.688994 + Penalty 1754.303745 = -978486.385248 nChanged 157 SP:Iteration 16Q (7704.303410 sec): 3 clusters Score: Raw -980281.740439 + Penalty 1754.303745 = -978527.436694 nChanged 134 SP:Iteration 17Q (7704.363131 sec): 3 clusters Score: Raw -980312.622359 + Penalty 1754.303745 = -978558.318613 nChanged 108 SP:Iteration 18Q (7704.418010 sec): 3 clusters Score: Raw -980341.559989 + Penalty 1754.303745 = -978587.256244 nChanged 115 SP:Iteration 19Q (7704.480305 sec): 3 clusters Score: Raw -980374.066164 + Penalty 1754.303745 = -978619.762419 nChanged 101 SP:Iteration 20F (7704.534224 sec): 3 clusters Score: Raw -980400.232358 + Penalty 1754.303745 = -978645.928612 nChanged 95 SP:Iteration 21Q (7704.594524 sec): 3 clusters Score: Raw -980423.127091 + Penalty 1754.303745 = -978668.823346 nChanged 80 SP:Iteration 22Q (7704.654209 sec): 3 clusters Score: Raw -980443.710634 + Penalty 1754.303745 = -978689.406889 nChanged 95 SP:Iteration 23Q (7704.713326 sec): 3 clusters Score: Raw -980466.435457 + Penalty 1754.303745 = -978712.131712 nChanged 88 SP:Iteration 24Q (7704.772908 sec): 3 clusters Score: Raw -980484.370183 + Penalty 1754.303745 = -978730.066438 nChanged 70 SP:Iteration 25Q (7704.819022 sec): 3 clusters Score: Raw -980498.344339 + Penalty 1754.303745 = -978744.040594 nChanged 66 SP:Iteration 26Q (7704.880377 sec): 3 clusters Score: Raw -980510.114956 + Penalty 1754.303745 = -978755.811211 nChanged 62 SP:Iteration 27Q (7704.929330 sec): 3 clusters Score: Raw -980520.767385 + Penalty 1754.303745 = -978766.463639 nChanged 61 SP:Iteration 28Q (7704.988601 sec): 3 clusters Score: Raw -980534.994905 + Penalty 1754.303745 = -978780.691160 nChanged 77 SP:Iteration 29Q (7705.048047 sec): 3 clusters Score: Raw -980551.043880 + Penalty 1754.303745 = -978796.740135 nChanged 71 SP:Iteration 30Q (7705.108052 sec): 3 clusters Score: Raw -980565.551338 + Penalty 1754.303745 = -978811.247593 nChanged 68 SP:Iteration 31Q (7705.165220 sec): 3 clusters Score: Raw -980582.071255 + Penalty 1754.303745 = -978827.767510 nChanged 83 SP:Iteration 32Q (7705.226119 sec): 3 clusters Score: Raw -980605.741697 + Penalty 1754.303745 = -978851.437952 nChanged 100 SP:Iteration 33Q (7705.285620 sec): 3 clusters Score: Raw -980640.087694 + Penalty 1754.303745 = -978885.783949 nChanged 101 SP:Iteration 34Q (7705.336102 sec): 3 clusters Score: Raw -980673.611928 + Penalty 1754.303745 = -978919.308182 nChanged 106 SP:Iteration 35Q (7705.395459 sec): 3 clusters Score: Raw -980709.309986 + Penalty 1754.303745 = -978955.006240 nChanged 124 SP:Iteration 36Q (7705.448428 sec): 3 clusters Score: Raw -980759.522217 + Penalty 1754.303745 = -979005.218472 nChanged 130 SP:Iteration 37Q (7705.504452 sec): 3 clusters Score: Raw -980808.673191 + Penalty 1754.303745 = -979054.369446 nChanged 113 SP:Iteration 38Q (7705.562874 sec): 3 clusters Score: Raw -980846.180126 + Penalty 1754.303745 = -979091.876380 nChanged 102 SP:Iteration 39Q (7705.622241 sec): 3 clusters Score: Raw -980885.583280 + Penalty 1754.303745 = -979131.279535 nChanged 103 SP:Iteration 40F (7705.682148 sec): 3 clusters Score: Raw -980923.603279 + Penalty 1754.303745 = -979169.299534 nChanged 117 SP:Iteration 41Q (7705.740617 sec): 3 clusters Score: Raw -980963.599640 + Penalty 1754.303745 = -979209.295895 nChanged 109 SP:Iteration 42Q (7705.799633 sec): 3 clusters Score: Raw -981004.938259 + Penalty 1754.303745 = -979250.634513 nChanged 94 SP:Iteration 43Q (7705.855156 sec): 3 clusters Score: Raw -981036.761335 + Penalty 1754.303745 = -979282.457590 nChanged 83 SP:Iteration 44Q (7705.914230 sec): 3 clusters Score: Raw -981062.372746 + Penalty 1754.303745 = -979308.069001 nChanged 86 SP:Iteration 45Q (7705.961354 sec): 3 clusters Score: Raw -981088.385932 + Penalty 1754.303745 = -979334.082186 nChanged 89 SP:Iteration 46Q (7706.013315 sec): 3 clusters Score: Raw -981112.395265 + Penalty 1754.303745 = -979358.091520 nChanged 69 SP:Iteration 47Q (7706.064906 sec): 3 clusters Score: Raw -981133.646729 + Penalty 1754.303745 = -979379.342984 nChanged 73 SP:Iteration 48Q (7706.123053 sec): 3 clusters Score: Raw -981153.688898 + Penalty 1754.303745 = -979399.385153 nChanged 69 SP:Iteration 49Q (7706.170206 sec): 3 clusters Score: Raw -981174.076623 + Penalty 1754.303745 = -979419.772878 nChanged 65 SP:Iteration 50Q (7706.225740 sec): 3 clusters Score: Raw -981195.317230 + Penalty 1754.303745 = -979441.013485 nChanged 71 SP:Iteration 51Q (7706.283392 sec): 3 clusters Score: Raw -981217.612861 + Penalty 1754.303745 = -979463.309116 nChanged 70 SP:Iteration 52Q (7706.341921 sec): 3 clusters Score: Raw -981240.127835 + Penalty 1754.303745 = -979485.824090 nChanged 58 SP:Iteration 53Q (7706.400148 sec): 3 clusters Score: Raw -981259.319308 + Penalty 1754.303745 = -979505.015562 nChanged 46 SP:Iteration 54Q (7706.459390 sec): 3 clusters Score: Raw -981272.557712 + Penalty 1754.303745 = -979518.253967 nChanged 33 SP:Iteration 55Q (7706.528278 sec): 3 clusters Score: Raw -981284.416804 + Penalty 1754.303745 = -979530.113059 nChanged 32 SP:Iteration 56Q (7706.579858 sec): 3 clusters Score: Raw -981293.245149 + Penalty 1754.303745 = -979538.941404 nChanged 21 SP:Iteration 57Q (7706.634944 sec): 3 clusters Score: Raw -981299.809568 + Penalty 1754.303745 = -979545.505823 nChanged 26 SP:Iteration 58Q (7706.693821 sec): 3 clusters Score: Raw -981306.289990 + Penalty 1754.303745 = -979551.986244 nChanged 20 SP:Iteration 59Q (7706.763832 sec): 3 clusters Score: Raw -981310.527297 + Penalty 1754.303745 = -979556.223552 nChanged 16 SP:Iteration 60F (7706.823848 sec): 3 clusters Score: Raw -981314.009545 + Penalty 1754.303745 = -979559.705800 nChanged 15 SP:Iteration 61Q (7706.874494 sec): 3 clusters Score: Raw -981318.679004 + Penalty 1754.303745 = -979564.375258 nChanged 20 SP:Iteration 62Q (7706.930613 sec): 3 clusters Score: Raw -981325.514356 + Penalty 1754.303745 = -979571.210611 nChanged 22 SP:Iteration 63Q (7706.989109 sec): 3 clusters Score: Raw -981331.100001 + Penalty 1754.303745 = -979576.796255 nChanged 18 SP:Iteration 64Q (7707.045138 sec): 3 clusters Score: Raw -981335.702449 + Penalty 1754.303745 = -979581.398703 nChanged 16 SP:Iteration 65Q (7707.105023 sec): 3 clusters Score: Raw -981339.673899 + Penalty 1754.303745 = -979585.370154 nChanged 16 SP:Iteration 66Q (7707.153262 sec): 3 clusters Score: Raw -981343.446359 + Penalty 1754.303745 = -979589.142613 nChanged 11 SP:Iteration 67Q (7707.207140 sec): 3 clusters Score: Raw -981346.030401 + Penalty 1754.303745 = -979591.726656 nChanged 8 SP:Iteration 68Q (7707.264683 sec): 3 clusters Score: Raw -981347.667331 + Penalty 1754.303745 = -979593.363586 nChanged 6 SP:Iteration 69Q (7707.322762 sec): 3 clusters Score: Raw -981349.116690 + Penalty 1754.303745 = -979594.812944 nChanged 11 SP:Iteration 70Q (7707.375293 sec): 3 clusters Score: Raw -981351.568464 + Penalty 1754.303745 = -979597.264719 nChanged 11 SP:Iteration 71Q (7707.428358 sec): 3 clusters Score: Raw -981355.149147 + Penalty 1754.303745 = -979600.845402 nChanged 10 SP:Iteration 72Q (7707.482688 sec): 3 clusters Score: Raw -981358.068417 + Penalty 1754.303745 = -979603.764672 nChanged 7 SP:Iteration 73Q (7707.544174 sec): 3 clusters Score: Raw -981359.680623 + Penalty 1754.303745 = -979605.376878 nChanged 6 SP:Iteration 74Q (7707.587556 sec): 3 clusters Score: Raw -981361.229323 + Penalty 1754.303745 = -979606.925577 nChanged 6 SP:Iteration 75Q (7707.645306 sec): 3 clusters Score: Raw -981362.330947 + Penalty 1754.303745 = -979608.027202 nChanged 1 SP:Iteration 76Q (7707.703228 sec): 3 clusters Score: Raw -981362.553123 + Penalty 1754.303745 = -979608.249378 nChanged 3 SP:Iteration 77Q (7707.764585 sec): 3 clusters Score: Raw -981363.480865 + Penalty 1754.303745 = -979609.177120 nChanged 6 SP:Iteration 78Q (7707.813033 sec): 3 clusters Score: Raw -981365.351111 + Penalty 1754.303745 = -979611.047366 nChanged 2 SP:Iteration 79Q (7707.862103 sec): 3 clusters Score: Raw -981365.886564 + Penalty 1754.303745 = -979611.582819 nChanged 1 SP:Iteration 80F (7707.916630 sec): 3 clusters Score: Raw -981366.039681 + Penalty 1754.303745 = -979611.735936 nChanged 0 Trying to split cluster 40 (4164 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7707.945242 sec): 2 clusters Score: Raw -400022.317507 + Penalty 791.751986 = -399230.565522 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7707.998695 sec): 3 clusters Score: Raw -397728.929326 + Penalty 1583.503972 = -396145.425354 nChanged 1728 SP:Iteration 1F (7708.051172 sec): 3 clusters Score: Raw -398709.005882 + Penalty 1583.503972 = -397125.501911 nChanged 288 SP:Iteration 2F (7708.101943 sec): 3 clusters Score: Raw -398828.504746 + Penalty 1583.503972 = -397245.000774 nChanged 205 SP:Iteration 3Q (7708.154258 sec): 3 clusters Score: Raw -398918.830648 + Penalty 1583.503972 = -397335.326676 nChanged 192 SP:Iteration 4Q (7708.197673 sec): 3 clusters Score: Raw -399004.105829 + Penalty 1583.503972 = -397420.601857 nChanged 149 SP:Iteration 5Q (7708.242024 sec): 3 clusters Score: Raw -399065.550896 + Penalty 1583.503972 = -397482.046924 nChanged 142 SP:Iteration 6Q (7708.286760 sec): 3 clusters Score: Raw -399133.442387 + Penalty 1583.503972 = -397549.938415 nChanged 160 SP:Iteration 7Q (7708.332278 sec): 3 clusters Score: Raw -399219.178069 + Penalty 1583.503972 = -397635.674097 nChanged 179 SP:Iteration 8Q (7708.384635 sec): 3 clusters Score: Raw -399327.388900 + Penalty 1583.503972 = -397743.884928 nChanged 176 SP:Iteration 9Q (7708.436068 sec): 3 clusters Score: Raw -399421.376972 + Penalty 1583.503972 = -397837.873000 nChanged 143 SP:Iteration 10Q (7708.475496 sec): 3 clusters Score: Raw -399489.011386 + Penalty 1583.503972 = -397905.507414 nChanged 112 SP:Iteration 11Q (7708.526190 sec): 3 clusters Score: Raw -399548.803822 + Penalty 1583.503972 = -397965.299850 nChanged 123 SP:Iteration 12Q (7708.573611 sec): 3 clusters Score: Raw -399617.359483 + Penalty 1583.503972 = -398033.855511 nChanged 114 SP:Iteration 13Q (7708.618182 sec): 3 clusters Score: Raw -399680.943075 + Penalty 1583.503972 = -398097.439103 nChanged 96 SP:Iteration 14Q (7708.666477 sec): 3 clusters Score: Raw -399718.009387 + Penalty 1583.503972 = -398134.505415 nChanged 75 SP:Iteration 15Q (7708.718906 sec): 3 clusters Score: Raw -399749.360165 + Penalty 1583.503972 = -398165.856194 nChanged 67 SP:Iteration 16Q (7708.771432 sec): 3 clusters Score: Raw -399776.137340 + Penalty 1583.503972 = -398192.633368 nChanged 69 SP:Iteration 17Q (7708.815771 sec): 3 clusters Score: Raw -399803.933889 + Penalty 1583.503972 = -398220.429918 nChanged 52 SP:Iteration 18Q (7708.858447 sec): 3 clusters Score: Raw -399824.693013 + Penalty 1583.503972 = -398241.189042 nChanged 47 SP:Iteration 19Q (7708.908943 sec): 3 clusters Score: Raw -399847.216438 + Penalty 1583.503972 = -398263.712466 nChanged 48 SP:Iteration 20F (7708.960798 sec): 3 clusters Score: Raw -399868.840616 + Penalty 1583.503972 = -398285.336645 nChanged 49 SP:Iteration 21Q (7709.005074 sec): 3 clusters Score: Raw -399894.686698 + Penalty 1583.503972 = -398311.182726 nChanged 61 SP:Iteration 22Q (7709.063949 sec): 3 clusters Score: Raw -399921.130905 + Penalty 1583.503972 = -398337.626933 nChanged 46 SP:Iteration 23Q (7709.106015 sec): 3 clusters Score: Raw -399939.783776 + Penalty 1583.503972 = -398356.279804 nChanged 42 SP:Iteration 24Q (7709.156564 sec): 3 clusters Score: Raw -399950.119447 + Penalty 1583.503972 = -398366.615476 nChanged 21 SP:Iteration 25Q (7709.204745 sec): 3 clusters Score: Raw -399953.916571 + Penalty 1583.503972 = -398370.412600 nChanged 19 SP:Iteration 26Q (7709.238016 sec): 3 clusters Score: Raw -399958.791679 + Penalty 1583.503972 = -398375.287707 nChanged 22 SP:Iteration 27Q (7709.252341 sec): 3 clusters Score: Raw -399964.408162 + Penalty 1583.503972 = -398380.904190 nChanged 17 SP:Iteration 28Q (7709.298731 sec): 3 clusters Score: Raw -399967.136266 + Penalty 1583.503972 = -398383.632294 nChanged 11 SP:Iteration 29Q (7709.350828 sec): 3 clusters Score: Raw -399969.861163 + Penalty 1583.503972 = -398386.357191 nChanged 13 SP:Iteration 30Q (7709.403722 sec): 3 clusters Score: Raw -399972.747857 + Penalty 1583.503972 = -398389.243885 nChanged 11 SP:Iteration 31Q (7709.457296 sec): 3 clusters Score: Raw -399975.257083 + Penalty 1583.503972 = -398391.753112 nChanged 8 SP:Iteration 32Q (7709.509903 sec): 3 clusters Score: Raw -399976.928040 + Penalty 1583.503972 = -398393.424069 nChanged 4 SP:Iteration 33Q (7709.554255 sec): 3 clusters Score: Raw -399977.620780 + Penalty 1583.503972 = -398394.116808 nChanged 4 SP:Iteration 34Q (7709.602858 sec): 3 clusters Score: Raw -399978.489957 + Penalty 1583.503972 = -398394.985985 nChanged 5 SP:Iteration 35Q (7709.651197 sec): 3 clusters Score: Raw -399979.289597 + Penalty 1583.503972 = -398395.785626 nChanged 1 SP:Iteration 36Q (7709.683553 sec): 3 clusters Score: Raw -399979.512757 + Penalty 1583.503972 = -398396.008786 nChanged 1 SP:Iteration 37Q (7709.728106 sec): 3 clusters Score: Raw -399979.646146 + Penalty 1583.503972 = -398396.142174 nChanged 2 SP:Iteration 38Q (7709.783271 sec): 3 clusters Score: Raw -399979.863986 + Penalty 1583.503972 = -398396.360015 nChanged 1 SP:Iteration 39Q (7709.820000 sec): 3 clusters Score: Raw -399979.927562 + Penalty 1583.503972 = -398396.423590 nChanged 1 SP:Iteration 40F (7709.872705 sec): 3 clusters Score: Raw -399979.973293 + Penalty 1583.503972 = -398396.469321 nChanged 1 SP:Iteration 41Q (7709.916525 sec): 3 clusters Score: Raw -399980.221417 + Penalty 1583.503972 = -398396.717445 nChanged 2 SP:Iteration 42Q (7709.969593 sec): 3 clusters Score: Raw -399980.594186 + Penalty 1583.503972 = -398397.090215 nChanged 1 SP:Iteration 43Q (7710.023987 sec): 3 clusters Score: Raw -399980.771575 + Penalty 1583.503972 = -398397.267603 nChanged 1 SP:Iteration 44Q (7710.086946 sec): 3 clusters Score: Raw -399980.907696 + Penalty 1583.503972 = -398397.403724 nChanged 1 SP:Iteration 45Q (7710.128964 sec): 3 clusters Score: Raw -399980.994850 + Penalty 1583.503972 = -398397.490878 nChanged 0 SP:Iteration 46F (7710.182999 sec): 3 clusters Score: Raw -399980.994850 + Penalty 1583.503972 = -398397.490878 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7710.224941 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7710.270380 sec): 3 clusters Score: Raw -668092.687617 + Penalty 1684.516494 = -666408.171123 nChanged 3101 SP:Iteration 1F (7710.323534 sec): 3 clusters Score: Raw -669805.500123 + Penalty 1684.516494 = -668120.983629 nChanged 479 SP:Iteration 2F (7710.374345 sec): 3 clusters Score: Raw -670048.501919 + Penalty 1684.516494 = -668363.985425 nChanged 461 SP:Iteration 3F (7710.431696 sec): 3 clusters Score: Raw -670322.071645 + Penalty 1684.516494 = -668637.555150 nChanged 471 SP:Iteration 4F (7710.487415 sec): 3 clusters Score: Raw -670639.280613 + Penalty 1684.516494 = -668954.764119 nChanged 473 SP:Iteration 5F (7710.541993 sec): 3 clusters Score: Raw -670969.159225 + Penalty 1684.516494 = -669284.642731 nChanged 405 SP:Iteration 6F (7710.599381 sec): 3 clusters Score: Raw -671246.155605 + Penalty 1684.516494 = -669561.639111 nChanged 331 SP:Iteration 7Q (7710.660914 sec): 3 clusters Score: Raw -671495.499035 + Penalty 1684.516494 = -669810.982541 nChanged 287 SP:Iteration 8Q (7710.706261 sec): 3 clusters Score: Raw -671757.765716 + Penalty 1684.516494 = -670073.249221 nChanged 238 SP:Iteration 9Q (7710.749834 sec): 3 clusters Score: Raw -671967.641505 + Penalty 1684.516494 = -670283.125011 nChanged 164 SP:Iteration 10Q (7710.803139 sec): 3 clusters Score: Raw -672121.767241 + Penalty 1684.516494 = -670437.250747 nChanged 115 SP:Iteration 11Q (7710.858495 sec): 3 clusters Score: Raw -672226.912029 + Penalty 1684.516494 = -670542.395534 nChanged 76 SP:Iteration 12Q (7710.913914 sec): 3 clusters Score: Raw -672283.991997 + Penalty 1684.516494 = -670599.475503 nChanged 53 SP:Iteration 13Q (7710.969418 sec): 3 clusters Score: Raw -672319.831664 + Penalty 1684.516494 = -670635.315170 nChanged 40 SP:Iteration 14Q (7711.029413 sec): 3 clusters Score: Raw -672343.380895 + Penalty 1684.516494 = -670658.864401 nChanged 33 SP:Iteration 15Q (7711.083473 sec): 3 clusters Score: Raw -672367.021851 + Penalty 1684.516494 = -670682.505356 nChanged 25 SP:Iteration 16Q (7711.132127 sec): 3 clusters Score: Raw -672387.881216 + Penalty 1684.516494 = -670703.364722 nChanged 27 SP:Iteration 17Q (7711.195291 sec): 3 clusters Score: Raw -672405.550288 + Penalty 1684.516494 = -670721.033793 nChanged 10 SP:Iteration 18Q (7711.239371 sec): 3 clusters Score: Raw -672412.544262 + Penalty 1684.516494 = -670728.027768 nChanged 16 SP:Iteration 19Q (7711.294240 sec): 3 clusters Score: Raw -672421.275557 + Penalty 1684.516494 = -670736.759062 nChanged 10 SP:Iteration 20F (7711.350582 sec): 3 clusters Score: Raw -672427.147339 + Penalty 1684.516494 = -670742.630844 nChanged 8 SP:Iteration 21Q (7711.410422 sec): 3 clusters Score: Raw -672431.706158 + Penalty 1684.516494 = -670747.189664 nChanged 5 SP:Iteration 22Q (7711.452560 sec): 3 clusters Score: Raw -672433.490732 + Penalty 1684.516494 = -670748.974238 nChanged 3 SP:Iteration 23Q (7711.507952 sec): 3 clusters Score: Raw -672434.409256 + Penalty 1684.516494 = -670749.892762 nChanged 1 SP:Iteration 24Q (7711.563709 sec): 3 clusters Score: Raw -672435.436412 + Penalty 1684.516494 = -670750.919918 nChanged 1 SP:Iteration 25Q (7711.618841 sec): 3 clusters Score: Raw -672435.481264 + Penalty 1684.516494 = -670750.964769 nChanged 0 SP:Iteration 26F (7711.675431 sec): 3 clusters Score: Raw -672435.481264 + Penalty 1684.516494 = -670750.964769 nChanged 0 Iteration 539Q (7721.166316 sec): 42 clusters Score: Raw -89568789.413896 + Penalty 53737.232514 = -89515052.181383 nChanged 18 Iteration 540F (7740.507069 sec): 42 clusters Score: Raw -89568789.495160 + Penalty 53737.232514 = -89515052.262646 nChanged 17 Iteration 541Q (7749.970727 sec): 42 clusters Score: Raw -89568789.618945 + Penalty 53737.232514 = -89515052.386432 nChanged 22 Iteration 542Q (7758.645876 sec): 42 clusters Score: Raw -89568789.779920 + Penalty 53737.232514 = -89515052.547406 nChanged 21 Iteration 543Q (7768.185492 sec): 42 clusters Score: Raw -89568789.916397 + Penalty 53737.232514 = -89515052.683883 nChanged 20 Iteration 544Q (7777.641807 sec): 42 clusters Score: Raw -89568790.018284 + Penalty 53737.232514 = -89515052.785770 nChanged 15 Iteration 545Q (7787.282150 sec): 42 clusters Score: Raw -89568790.111956 + Penalty 53737.232514 = -89515052.879442 nChanged 17 Iteration 546Q (7796.729748 sec): 42 clusters Score: Raw -89568790.186970 + Penalty 53737.232514 = -89515052.954456 nChanged 17 Iteration 547Q (7805.507894 sec): 42 clusters Score: Raw -89568790.276737 + Penalty 53737.232514 = -89515053.044223 nChanged 17 Iteration 548Q (7814.734755 sec): 42 clusters Score: Raw -89568790.361186 + Penalty 53737.232514 = -89515053.128672 nChanged 19 Iteration 549Q (7823.455527 sec): 42 clusters Score: Raw -89568790.468566 + Penalty 53737.232514 = -89515053.236052 nChanged 20 Iteration 550Q (7832.378912 sec): 42 clusters Score: Raw -89568790.590853 + Penalty 53737.232514 = -89515053.358339 nChanged 17 Iteration 551Q (7841.147015 sec): 42 clusters Score: Raw -89568790.695834 + Penalty 53737.232514 = -89515053.463320 nChanged 14 Iteration 552Q (7850.072444 sec): 42 clusters Score: Raw -89568790.755685 + Penalty 53737.232514 = -89515053.523171 nChanged 12 Iteration 553Q (7858.844725 sec): 42 clusters Score: Raw -89568790.799565 + Penalty 53737.232514 = -89515053.567051 nChanged 12 Iteration 554Q (7868.107607 sec): 42 clusters Score: Raw -89568790.845198 + Penalty 53737.232514 = -89515053.612684 nChanged 12 Iteration 555Q (7876.938381 sec): 42 clusters Score: Raw -89568790.910527 + Penalty 53737.232514 = -89515053.678013 nChanged 13 Iteration 556Q (7886.142755 sec): 42 clusters Score: Raw -89568790.973241 + Penalty 53737.232514 = -89515053.740727 nChanged 10 Iteration 557Q (7894.671527 sec): 42 clusters Score: Raw -89568791.022531 + Penalty 53737.232514 = -89515053.790017 nChanged 14 Iteration 558Q (7903.900300 sec): 42 clusters Score: Raw -89568791.094568 + Penalty 53737.232514 = -89515053.862054 nChanged 8 Iteration 559Q (7913.123966 sec): 42 clusters Score: Raw -89568791.167888 + Penalty 53737.232514 = -89515053.935374 nChanged 6 Iteration 560F (7932.469979 sec): 42 clusters Score: Raw -89568791.209027 + Penalty 53737.232514 = -89515053.976513 nChanged 7 Iteration 561Q (7942.189608 sec): 42 clusters Score: Raw -89568791.253395 + Penalty 53737.232514 = -89515054.020881 nChanged 4 Iteration 562Q (7951.863506 sec): 42 clusters Score: Raw -89568791.268387 + Penalty 53737.232514 = -89515054.035873 nChanged 4 Iteration 563Q (7961.629505 sec): 42 clusters Score: Raw -89568791.311734 + Penalty 53737.232514 = -89515054.079220 nChanged 5 Iteration 564Q (7971.234924 sec): 42 clusters Score: Raw -89568791.362521 + Penalty 53737.232514 = -89515054.130007 nChanged 7 Iteration 565Q (7980.995888 sec): 42 clusters Score: Raw -89568791.388128 + Penalty 53737.232514 = -89515054.155614 nChanged 6 Iteration 566Q (7990.700594 sec): 42 clusters Score: Raw -89568791.415115 + Penalty 53737.232514 = -89515054.182601 nChanged 7 Iteration 567Q (8000.411827 sec): 42 clusters Score: Raw -89568791.447229 + Penalty 53737.232514 = -89515054.214715 nChanged 11 Iteration 568Q (8010.111241 sec): 42 clusters Score: Raw -89568791.510014 + Penalty 53737.232514 = -89515054.277500 nChanged 17 Iteration 569Q (8019.031217 sec): 42 clusters Score: Raw -89568791.610089 + Penalty 53737.232514 = -89515054.377575 nChanged 10 Iteration 570Q (8027.643123 sec): 42 clusters Score: Raw -89568791.644207 + Penalty 53737.232514 = -89515054.411693 nChanged 10 Iteration 571Q (8036.961721 sec): 42 clusters Score: Raw -89568791.696194 + Penalty 53737.232514 = -89515054.463680 nChanged 11 Iteration 572Q (8045.636608 sec): 42 clusters Score: Raw -89568791.758157 + Penalty 53737.232514 = -89515054.525643 nChanged 12 Iteration 573Q (8054.698291 sec): 42 clusters Score: Raw -89568791.868121 + Penalty 53737.232514 = -89515054.635607 nChanged 12 Iteration 574Q (8064.047928 sec): 42 clusters Score: Raw -89568791.944686 + Penalty 53737.232514 = -89515054.712172 nChanged 17 Iteration 575Q (8072.795296 sec): 42 clusters Score: Raw -89568792.042912 + Penalty 53737.232514 = -89515054.810398 nChanged 11 Iteration 576Q (8081.758973 sec): 42 clusters Score: Raw -89568792.104680 + Penalty 53737.232514 = -89515054.872166 nChanged 8 Iteration 577Q (8091.012718 sec): 42 clusters Score: Raw -89568792.160727 + Penalty 53737.232514 = -89515054.928213 nChanged 13 Iteration 578Q (8099.706704 sec): 42 clusters Score: Raw -89568792.267519 + Penalty 53737.232514 = -89515055.035005 nChanged 16 Writing temp clu file Because OldScore, -89515054.928213, is greater than current (better) Score,-89515055.035005 Compute initial score before splitting: Score: Raw -89568792.267519 + Penalty 53737.232514 = -89515055.035005 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8100.008944 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8100.047203 sec): 3 clusters Score: Raw -95042.304837 + Penalty 1299.906941 = -93742.397897 nChanged 296 SP:Iteration 1F (8100.096512 sec): 3 clusters Score: Raw -95262.039278 + Penalty 1299.906941 = -93962.132337 nChanged 75 SP:Iteration 2F (8100.147062 sec): 3 clusters Score: Raw -95338.345047 + Penalty 1299.906941 = -94038.438106 nChanged 48 SP:Iteration 3F (8100.209521 sec): 3 clusters Score: Raw -95378.921020 + Penalty 1299.906941 = -94079.014079 nChanged 30 SP:Iteration 4Q (8100.258169 sec): 3 clusters Score: Raw -95407.942459 + Penalty 1299.906941 = -94108.035519 nChanged 19 SP:Iteration 5Q (8100.309547 sec): 3 clusters Score: Raw -95421.062244 + Penalty 1299.906941 = -94121.155304 nChanged 14 SP:Iteration 6Q (8100.346849 sec): 3 clusters Score: Raw -95432.866036 + Penalty 1299.906941 = -94132.959095 nChanged 10 SP:Iteration 7Q (8100.396673 sec): 3 clusters Score: Raw -95437.158406 + Penalty 1299.906941 = -94137.251465 nChanged 4 SP:Iteration 8Q (8100.458139 sec): 3 clusters Score: Raw -95438.133692 + Penalty 1299.906941 = -94138.226752 nChanged 1 SP:Iteration 9Q (8100.508557 sec): 3 clusters Score: Raw -95438.705892 + Penalty 1299.906941 = -94138.798952 nChanged 3 SP:Iteration 10Q (8100.557004 sec): 3 clusters Score: Raw -95439.805220 + Penalty 1299.906941 = -94139.898280 nChanged 2 SP:Iteration 11Q (8100.608072 sec): 3 clusters Score: Raw -95440.521447 + Penalty 1299.906941 = -94140.614506 nChanged 2 SP:Iteration 12Q (8100.645295 sec): 3 clusters Score: Raw -95441.246011 + Penalty 1299.906941 = -94141.339070 nChanged 0 SP:Iteration 13F (8100.708134 sec): 3 clusters Score: Raw -95441.246011 + Penalty 1299.906941 = -94141.339070 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8100.738276 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8100.780537 sec): 3 clusters Score: Raw -388915.315911 + Penalty 1587.611508 = -387327.704403 nChanged 1802 SP:Iteration 1F (8100.846520 sec): 3 clusters Score: Raw -389889.906282 + Penalty 1587.611508 = -388302.294774 nChanged 309 SP:Iteration 2F (8100.889391 sec): 3 clusters Score: Raw -390069.615978 + Penalty 1587.611508 = -388482.004470 nChanged 270 SP:Iteration 3F (8100.955030 sec): 3 clusters Score: Raw -390234.113186 + Penalty 1587.611508 = -388646.501679 nChanged 256 SP:Iteration 4F (8101.009403 sec): 3 clusters Score: Raw -390385.311077 + Penalty 1587.611508 = -388797.699569 nChanged 229 SP:Iteration 5F (8101.063885 sec): 3 clusters Score: Raw -390496.477156 + Penalty 1587.611508 = -388908.865648 nChanged 169 SP:Iteration 6Q (8101.116072 sec): 3 clusters Score: Raw -390566.948846 + Penalty 1587.611508 = -388979.337339 nChanged 126 SP:Iteration 7Q (8101.160172 sec): 3 clusters Score: Raw -390622.957593 + Penalty 1587.611508 = -389035.346085 nChanged 114 SP:Iteration 8Q (8101.213355 sec): 3 clusters Score: Raw -390669.737727 + Penalty 1587.611508 = -389082.126219 nChanged 106 SP:Iteration 9Q (8101.266459 sec): 3 clusters Score: Raw -390722.277730 + Penalty 1587.611508 = -389134.666222 nChanged 88 SP:Iteration 10Q (8101.332023 sec): 3 clusters Score: Raw -390763.706459 + Penalty 1587.611508 = -389176.094951 nChanged 80 SP:Iteration 11Q (8101.385067 sec): 3 clusters Score: Raw -390807.683951 + Penalty 1587.611508 = -389220.072443 nChanged 87 SP:Iteration 12Q (8101.425938 sec): 3 clusters Score: Raw -390856.624167 + Penalty 1587.611508 = -389269.012659 nChanged 89 SP:Iteration 13Q (8101.486710 sec): 3 clusters Score: Raw -390912.585733 + Penalty 1587.611508 = -389324.974225 nChanged 90 SP:Iteration 14Q (8101.541971 sec): 3 clusters Score: Raw -390951.050869 + Penalty 1587.611508 = -389363.439361 nChanged 70 SP:Iteration 15Q (8101.595067 sec): 3 clusters Score: Raw -390972.107680 + Penalty 1587.611508 = -389384.496172 nChanged 50 SP:Iteration 16Q (8101.645351 sec): 3 clusters Score: Raw -390985.551158 + Penalty 1587.611508 = -389397.939650 nChanged 46 SP:Iteration 17Q (8101.695134 sec): 3 clusters Score: Raw -390995.759510 + Penalty 1587.611508 = -389408.148003 nChanged 34 SP:Iteration 18Q (8101.743650 sec): 3 clusters Score: Raw -391003.385543 + Penalty 1587.611508 = -389415.774035 nChanged 44 SP:Iteration 19Q (8101.789857 sec): 3 clusters Score: Raw -391014.988697 + Penalty 1587.611508 = -389427.377189 nChanged 32 SP:Iteration 20F (8101.856809 sec): 3 clusters Score: Raw -391022.925140 + Penalty 1587.611508 = -389435.313632 nChanged 24 SP:Iteration 21Q (8101.910165 sec): 3 clusters Score: Raw -391029.240394 + Penalty 1587.611508 = -389441.628887 nChanged 29 SP:Iteration 22Q (8101.964535 sec): 3 clusters Score: Raw -391036.003850 + Penalty 1587.611508 = -389448.392342 nChanged 21 SP:Iteration 23Q (8102.010707 sec): 3 clusters Score: Raw -391041.763780 + Penalty 1587.611508 = -389454.152272 nChanged 18 SP:Iteration 24Q (8102.062048 sec): 3 clusters Score: Raw -391046.845455 + Penalty 1587.611508 = -389459.233947 nChanged 26 SP:Iteration 25Q (8102.117016 sec): 3 clusters Score: Raw -391053.891049 + Penalty 1587.611508 = -389466.279542 nChanged 24 SP:Iteration 26Q (8102.172969 sec): 3 clusters Score: Raw -391059.708492 + Penalty 1587.611508 = -389472.096984 nChanged 28 SP:Iteration 27Q (8102.212123 sec): 3 clusters Score: Raw -391066.801587 + Penalty 1587.611508 = -389479.190079 nChanged 26 SP:Iteration 28Q (8102.251502 sec): 3 clusters Score: Raw -391074.038709 + Penalty 1587.611508 = -389486.427201 nChanged 25 SP:Iteration 29Q (8102.315966 sec): 3 clusters Score: Raw -391079.941119 + Penalty 1587.611508 = -389492.329611 nChanged 30 SP:Iteration 30Q (8102.363548 sec): 3 clusters Score: Raw -391086.629635 + Penalty 1587.611508 = -389499.018127 nChanged 24 SP:Iteration 31Q (8102.405732 sec): 3 clusters Score: Raw -391093.842895 + Penalty 1587.611508 = -389506.231388 nChanged 36 SP:Iteration 32Q (8102.466558 sec): 3 clusters Score: Raw -391103.932036 + Penalty 1587.611508 = -389516.320528 nChanged 36 SP:Iteration 33Q (8102.520899 sec): 3 clusters Score: Raw -391117.233340 + Penalty 1587.611508 = -389529.621832 nChanged 41 SP:Iteration 34Q (8102.575319 sec): 3 clusters Score: Raw -391130.650347 + Penalty 1587.611508 = -389543.038839 nChanged 44 SP:Iteration 35Q (8102.621822 sec): 3 clusters Score: Raw -391143.057026 + Penalty 1587.611508 = -389555.445519 nChanged 34 SP:Iteration 36Q (8102.674467 sec): 3 clusters Score: Raw -391152.281051 + Penalty 1587.611508 = -389564.669543 nChanged 29 SP:Iteration 37Q (8102.721821 sec): 3 clusters Score: Raw -391159.398933 + Penalty 1587.611508 = -389571.787426 nChanged 39 SP:Iteration 38Q (8102.766008 sec): 3 clusters Score: Raw -391168.633664 + Penalty 1587.611508 = -389581.022156 nChanged 27 SP:Iteration 39Q (8102.822000 sec): 3 clusters Score: Raw -391176.216119 + Penalty 1587.611508 = -389588.604611 nChanged 35 SP:Iteration 40F (8102.868438 sec): 3 clusters Score: Raw -391186.951024 + Penalty 1587.611508 = -389599.339517 nChanged 30 SP:Iteration 41Q (8102.919972 sec): 3 clusters Score: Raw -391195.214626 + Penalty 1587.611508 = -389607.603119 nChanged 28 SP:Iteration 42Q (8102.971025 sec): 3 clusters Score: Raw -391202.470661 + Penalty 1587.611508 = -389614.859153 nChanged 24 SP:Iteration 43Q (8103.024126 sec): 3 clusters Score: Raw -391208.498788 + Penalty 1587.611508 = -389620.887280 nChanged 26 SP:Iteration 44Q (8103.076091 sec): 3 clusters Score: Raw -391214.395166 + Penalty 1587.611508 = -389626.783658 nChanged 25 SP:Iteration 45Q (8103.136263 sec): 3 clusters Score: Raw -391218.975974 + Penalty 1587.611508 = -389631.364466 nChanged 15 SP:Iteration 46Q (8103.194632 sec): 3 clusters Score: Raw -391221.736985 + Penalty 1587.611508 = -389634.125477 nChanged 12 SP:Iteration 47Q (8103.239438 sec): 3 clusters Score: Raw -391223.613660 + Penalty 1587.611508 = -389636.002152 nChanged 16 SP:Iteration 48Q (8103.288000 sec): 3 clusters Score: Raw -391226.468876 + Penalty 1587.611508 = -389638.857368 nChanged 19 SP:Iteration 49Q (8103.340470 sec): 3 clusters Score: Raw -391230.281436 + Penalty 1587.611508 = -389642.669928 nChanged 16 SP:Iteration 50Q (8103.395505 sec): 3 clusters Score: Raw -391234.538575 + Penalty 1587.611508 = -389646.927067 nChanged 13 SP:Iteration 51Q (8103.435310 sec): 3 clusters Score: Raw -391239.609859 + Penalty 1587.611508 = -389651.998351 nChanged 20 SP:Iteration 52Q (8103.497002 sec): 3 clusters Score: Raw -391244.978512 + Penalty 1587.611508 = -389657.367004 nChanged 25 SP:Iteration 53Q (8103.554939 sec): 3 clusters Score: Raw -391252.255708 + Penalty 1587.611508 = -389664.644200 nChanged 25 SP:Iteration 54Q (8103.598261 sec): 3 clusters Score: Raw -391259.219210 + Penalty 1587.611508 = -389671.607702 nChanged 28 SP:Iteration 55Q (8103.631818 sec): 3 clusters Score: Raw -391268.175390 + Penalty 1587.611508 = -389680.563882 nChanged 24 SP:Iteration 56Q (8103.689031 sec): 3 clusters Score: Raw -391275.130355 + Penalty 1587.611508 = -389687.518847 nChanged 20 SP:Iteration 57Q (8103.736155 sec): 3 clusters Score: Raw -391280.602644 + Penalty 1587.611508 = -389692.991136 nChanged 15 SP:Iteration 58Q (8103.788670 sec): 3 clusters Score: Raw -391284.681305 + Penalty 1587.611508 = -389697.069797 nChanged 9 SP:Iteration 59Q (8103.839845 sec): 3 clusters Score: Raw -391287.046559 + Penalty 1587.611508 = -389699.435051 nChanged 15 SP:Iteration 60F (8103.891449 sec): 3 clusters Score: Raw -391290.374817 + Penalty 1587.611508 = -389702.763309 nChanged 17 SP:Iteration 61Q (8103.950291 sec): 3 clusters Score: Raw -391295.374252 + Penalty 1587.611508 = -389707.762744 nChanged 18 SP:Iteration 62Q (8103.997118 sec): 3 clusters Score: Raw -391302.338719 + Penalty 1587.611508 = -389714.727211 nChanged 19 SP:Iteration 63Q (8104.052024 sec): 3 clusters Score: Raw -391309.594217 + Penalty 1587.611508 = -389721.982709 nChanged 21 SP:Iteration 64Q (8104.107548 sec): 3 clusters Score: Raw -391317.033731 + Penalty 1587.611508 = -389729.422223 nChanged 20 SP:Iteration 65Q (8104.151545 sec): 3 clusters Score: Raw -391323.410664 + Penalty 1587.611508 = -389735.799157 nChanged 14 SP:Iteration 66Q (8104.202975 sec): 3 clusters Score: Raw -391326.864971 + Penalty 1587.611508 = -389739.253463 nChanged 12 SP:Iteration 67Q (8104.253382 sec): 3 clusters Score: Raw -391331.727297 + Penalty 1587.611508 = -389744.115789 nChanged 13 SP:Iteration 68Q (8104.307642 sec): 3 clusters Score: Raw -391335.012466 + Penalty 1587.611508 = -389747.400958 nChanged 6 SP:Iteration 69Q (8104.362385 sec): 3 clusters Score: Raw -391336.112293 + Penalty 1587.611508 = -389748.500786 nChanged 5 SP:Iteration 70Q (8104.416777 sec): 3 clusters Score: Raw -391337.072844 + Penalty 1587.611508 = -389749.461336 nChanged 4 SP:Iteration 71Q (8104.470757 sec): 3 clusters Score: Raw -391337.764854 + Penalty 1587.611508 = -389750.153346 nChanged 3 SP:Iteration 72Q (8104.524970 sec): 3 clusters Score: Raw -391338.158874 + Penalty 1587.611508 = -389750.547366 nChanged 3 SP:Iteration 73Q (8104.576366 sec): 3 clusters Score: Raw -391338.824570 + Penalty 1587.611508 = -389751.213063 nChanged 3 SP:Iteration 74Q (8104.635027 sec): 3 clusters Score: Raw -391339.515796 + Penalty 1587.611508 = -389751.904288 nChanged 4 SP:Iteration 75Q (8104.687352 sec): 3 clusters Score: Raw -391340.587384 + Penalty 1587.611508 = -389752.975876 nChanged 4 SP:Iteration 76Q (8104.740840 sec): 3 clusters Score: Raw -391342.285056 + Penalty 1587.611508 = -389754.673548 nChanged 5 SP:Iteration 77Q (8104.794938 sec): 3 clusters Score: Raw -391345.904378 + Penalty 1587.611508 = -389758.292871 nChanged 7 SP:Iteration 78Q (8104.843092 sec): 3 clusters Score: Raw -391348.118947 + Penalty 1587.611508 = -389760.507439 nChanged 8 SP:Iteration 79Q (8104.890564 sec): 3 clusters Score: Raw -391351.045524 + Penalty 1587.611508 = -389763.434017 nChanged 6 SP:Iteration 80F (8104.931534 sec): 3 clusters Score: Raw -391352.860134 + Penalty 1587.611508 = -389765.248626 nChanged 6 SP:Iteration 81Q (8104.983894 sec): 3 clusters Score: Raw -391354.211778 + Penalty 1587.611508 = -389766.600270 nChanged 5 SP:Iteration 82Q (8105.033258 sec): 3 clusters Score: Raw -391355.020840 + Penalty 1587.611508 = -389767.409333 nChanged 2 SP:Iteration 83Q (8105.085692 sec): 3 clusters Score: Raw -391355.518184 + Penalty 1587.611508 = -389767.906676 nChanged 3 SP:Iteration 84Q (8105.135490 sec): 3 clusters Score: Raw -391356.374651 + Penalty 1587.611508 = -389768.763143 nChanged 3 SP:Iteration 85Q (8105.189798 sec): 3 clusters Score: Raw -391356.915453 + Penalty 1587.611508 = -389769.303946 nChanged 3 SP:Iteration 86Q (8105.232519 sec): 3 clusters Score: Raw -391357.782913 + Penalty 1587.611508 = -389770.171405 nChanged 2 SP:Iteration 87Q (8105.293840 sec): 3 clusters Score: Raw -391358.276272 + Penalty 1587.611508 = -389770.664765 nChanged 1 SP:Iteration 88Q (8105.332798 sec): 3 clusters Score: Raw -391358.540604 + Penalty 1587.611508 = -389770.929097 nChanged 0 SP:Iteration 89F (8105.382798 sec): 3 clusters Score: Raw -391358.540604 + Penalty 1587.611508 = -389770.929097 nChanged 0 Trying to split cluster 3 (49288 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8105.452876 sec): 2 clusters Score: Raw -4380201.419439 + Penalty 1026.516413 = -4379174.903026 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8105.565858 sec): 3 clusters Score: Raw -4348322.563236 + Penalty 2053.032825 = -4346269.530410 nChanged 23477 SP:Iteration 1F (8105.672431 sec): 3 clusters Score: Raw -4361946.171578 + Penalty 2053.032825 = -4359893.138752 nChanged 2019 SP:Iteration 2Q (8105.784295 sec): 3 clusters Score: Raw -4362605.368615 + Penalty 2053.032825 = -4360552.335789 nChanged 2166 SP:Iteration 3Q (8105.899225 sec): 3 clusters Score: Raw -4363390.592574 + Penalty 2053.032825 = -4361337.559748 nChanged 2323 SP:Iteration 4Q (8106.018337 sec): 3 clusters Score: Raw -4364396.129927 + Penalty 2053.032825 = -4362343.097102 nChanged 2641 SP:Iteration 5F (8106.125309 sec): 3 clusters Score: Raw -4365799.204234 + Penalty 2053.032825 = -4363746.171409 nChanged 2962 SP:Iteration 6F (8106.231357 sec): 3 clusters Score: Raw -4367742.818265 + Penalty 2053.032825 = -4365689.785440 nChanged 3087 SP:Iteration 7F (8106.335071 sec): 3 clusters Score: Raw -4369984.241935 + Penalty 2053.032825 = -4367931.209110 nChanged 2902 SP:Iteration 8F (8106.437404 sec): 3 clusters Score: Raw -4372326.439168 + Penalty 2053.032825 = -4370273.406342 nChanged 2611 SP:Iteration 9F (8106.543530 sec): 3 clusters Score: Raw -4374366.988892 + Penalty 2053.032825 = -4372313.956066 nChanged 2016 SP:Iteration 10Q (8106.648640 sec): 3 clusters Score: Raw -4375858.009392 + Penalty 2053.032825 = -4373804.976567 nChanged 1645 SP:Iteration 11Q (8106.753557 sec): 3 clusters Score: Raw -4377001.247945 + Penalty 2053.032825 = -4374948.215119 nChanged 1311 SP:Iteration 12Q (8106.856419 sec): 3 clusters Score: Raw -4377840.064844 + Penalty 2053.032825 = -4375787.032019 nChanged 1060 SP:Iteration 13Q (8106.958911 sec): 3 clusters Score: Raw -4378513.412976 + Penalty 2053.032825 = -4376460.380151 nChanged 853 SP:Iteration 14Q (8107.057440 sec): 3 clusters Score: Raw -4379058.959451 + Penalty 2053.032825 = -4377005.926626 nChanged 673 SP:Iteration 15Q (8107.148720 sec): 3 clusters Score: Raw -4379477.336297 + Penalty 2053.032825 = -4377424.303472 nChanged 460 SP:Iteration 16Q (8107.243333 sec): 3 clusters Score: Raw -4379747.804641 + Penalty 2053.032825 = -4377694.771816 nChanged 332 SP:Iteration 17Q (8107.322306 sec): 3 clusters Score: Raw -4379949.255405 + Penalty 2053.032825 = -4377896.222579 nChanged 232 SP:Iteration 18Q (8107.412095 sec): 3 clusters Score: Raw -4380088.991982 + Penalty 2053.032825 = -4378035.959156 nChanged 148 SP:Iteration 19Q (8107.518609 sec): 3 clusters Score: Raw -4380176.609969 + Penalty 2053.032825 = -4378123.577144 nChanged 93 SP:Iteration 20F (8107.620906 sec): 3 clusters Score: Raw -4380230.414555 + Penalty 2053.032825 = -4378177.381730 nChanged 52 SP:Iteration 21Q (8107.739952 sec): 3 clusters Score: Raw -4380259.301744 + Penalty 2053.032825 = -4378206.268919 nChanged 40 SP:Iteration 22Q (8107.840434 sec): 3 clusters Score: Raw -4380277.768663 + Penalty 2053.032825 = -4378224.735838 nChanged 32 SP:Iteration 23Q (8107.940902 sec): 3 clusters Score: Raw -4380295.674329 + Penalty 2053.032825 = -4378242.641503 nChanged 28 SP:Iteration 24Q (8108.040167 sec): 3 clusters Score: Raw -4380309.400850 + Penalty 2053.032825 = -4378256.368025 nChanged 23 SP:Iteration 25Q (8108.124577 sec): 3 clusters Score: Raw -4380318.472412 + Penalty 2053.032825 = -4378265.439587 nChanged 21 SP:Iteration 26Q (8108.221236 sec): 3 clusters Score: Raw -4380330.803073 + Penalty 2053.032825 = -4378277.770248 nChanged 25 SP:Iteration 27Q (8108.315391 sec): 3 clusters Score: Raw -4380344.016046 + Penalty 2053.032825 = -4378290.983221 nChanged 16 SP:Iteration 28Q (8108.413921 sec): 3 clusters Score: Raw -4380355.394311 + Penalty 2053.032825 = -4378302.361485 nChanged 18 SP:Iteration 29Q (8108.515734 sec): 3 clusters Score: Raw -4380369.130669 + Penalty 2053.032825 = -4378316.097844 nChanged 15 SP:Iteration 30Q (8108.615770 sec): 3 clusters Score: Raw -4380374.130436 + Penalty 2053.032825 = -4378321.097611 nChanged 4 SP:Iteration 31Q (8108.714905 sec): 3 clusters Score: Raw -4380377.266648 + Penalty 2053.032825 = -4378324.233822 nChanged 6 SP:Iteration 32Q (8108.811844 sec): 3 clusters Score: Raw -4380379.595582 + Penalty 2053.032825 = -4378326.562757 nChanged 3 SP:Iteration 33Q (8108.911230 sec): 3 clusters Score: Raw -4380381.869944 + Penalty 2053.032825 = -4378328.837118 nChanged 5 SP:Iteration 34Q (8108.970818 sec): 3 clusters Score: Raw -4380384.140333 + Penalty 2053.032825 = -4378331.107508 nChanged 1 SP:Iteration 35Q (8109.032867 sec): 3 clusters Score: Raw -4380384.406853 + Penalty 2053.032825 = -4378331.374028 nChanged 1 SP:Iteration 36Q (8109.135733 sec): 3 clusters Score: Raw -4380384.539393 + Penalty 2053.032825 = -4378331.506568 nChanged 0 SP:Iteration 37F (8109.235692 sec): 3 clusters Score: Raw -4380384.539393 + Penalty 2053.032825 = -4378331.506568 nChanged 0 Trying to split cluster 4 (18885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8109.294956 sec): 2 clusters Score: Raw -1808427.658426 + Penalty 935.381707 = -1807492.276718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8109.368330 sec): 3 clusters Score: Raw -1796699.695524 + Penalty 1870.763415 = -1794828.932109 nChanged 8741 SP:Iteration 1F (8109.433705 sec): 3 clusters Score: Raw -1801485.933081 + Penalty 1870.763415 = -1799615.169666 nChanged 844 SP:Iteration 2Q (8109.515541 sec): 3 clusters Score: Raw -1801809.536288 + Penalty 1870.763415 = -1799938.772873 nChanged 869 SP:Iteration 3Q (8109.581927 sec): 3 clusters Score: Raw -1802201.384800 + Penalty 1870.763415 = -1800330.621386 nChanged 947 SP:Iteration 4F (8109.654115 sec): 3 clusters Score: Raw -1802762.368941 + Penalty 1870.763415 = -1800891.605526 nChanged 1028 SP:Iteration 5F (8109.727993 sec): 3 clusters Score: Raw -1803417.513038 + Penalty 1870.763415 = -1801546.749623 nChanged 1055 SP:Iteration 6F (8109.804653 sec): 3 clusters Score: Raw -1804140.220967 + Penalty 1870.763415 = -1802269.457552 nChanged 1050 SP:Iteration 7F (8109.870078 sec): 3 clusters Score: Raw -1804788.185651 + Penalty 1870.763415 = -1802917.422236 nChanged 940 SP:Iteration 8Q (8109.940727 sec): 3 clusters Score: Raw -1805310.436278 + Penalty 1870.763415 = -1803439.672863 nChanged 789 SP:Iteration 9Q (8110.011954 sec): 3 clusters Score: Raw -1805667.580792 + Penalty 1870.763415 = -1803796.817377 nChanged 584 SP:Iteration 10Q (8110.081852 sec): 3 clusters Score: Raw -1805872.983396 + Penalty 1870.763415 = -1804002.219981 nChanged 460 SP:Iteration 11Q (8110.150002 sec): 3 clusters Score: Raw -1806014.106504 + Penalty 1870.763415 = -1804143.343089 nChanged 341 SP:Iteration 12Q (8110.233233 sec): 3 clusters Score: Raw -1806110.732861 + Penalty 1870.763415 = -1804239.969446 nChanged 261 SP:Iteration 13Q (8110.302948 sec): 3 clusters Score: Raw -1806181.420379 + Penalty 1870.763415 = -1804310.656965 nChanged 241 SP:Iteration 14Q (8110.369381 sec): 3 clusters Score: Raw -1806250.529938 + Penalty 1870.763415 = -1804379.766524 nChanged 247 SP:Iteration 15Q (8110.441370 sec): 3 clusters Score: Raw -1806324.532279 + Penalty 1870.763415 = -1804453.768865 nChanged 246 SP:Iteration 16Q (8110.520412 sec): 3 clusters Score: Raw -1806407.148148 + Penalty 1870.763415 = -1804536.384733 nChanged 236 SP:Iteration 17Q (8110.582515 sec): 3 clusters Score: Raw -1806499.026531 + Penalty 1870.763415 = -1804628.263116 nChanged 259 SP:Iteration 18Q (8110.652700 sec): 3 clusters Score: Raw -1806607.095434 + Penalty 1870.763415 = -1804736.332020 nChanged 253 SP:Iteration 19Q (8110.722736 sec): 3 clusters Score: Raw -1806711.685022 + Penalty 1870.763415 = -1804840.921607 nChanged 249 SP:Iteration 20F (8110.799849 sec): 3 clusters Score: Raw -1806817.968726 + Penalty 1870.763415 = -1804947.205312 nChanged 246 SP:Iteration 21Q (8110.871974 sec): 3 clusters Score: Raw -1806912.761292 + Penalty 1870.763415 = -1805041.997878 nChanged 239 SP:Iteration 22Q (8110.943541 sec): 3 clusters Score: Raw -1807001.795879 + Penalty 1870.763415 = -1805131.032464 nChanged 238 SP:Iteration 23Q (8111.013387 sec): 3 clusters Score: Raw -1807096.361394 + Penalty 1870.763415 = -1805225.597979 nChanged 222 SP:Iteration 24Q (8111.078584 sec): 3 clusters Score: Raw -1807173.676507 + Penalty 1870.763415 = -1805302.913092 nChanged 186 SP:Iteration 25Q (8111.150505 sec): 3 clusters Score: Raw -1807238.236566 + Penalty 1870.763415 = -1805367.473151 nChanged 217 SP:Iteration 26Q (8111.219407 sec): 3 clusters Score: Raw -1807308.568304 + Penalty 1870.763415 = -1805437.804889 nChanged 207 SP:Iteration 27Q (8111.288865 sec): 3 clusters Score: Raw -1807379.258842 + Penalty 1870.763415 = -1805508.495428 nChanged 194 SP:Iteration 28Q (8111.349804 sec): 3 clusters Score: Raw -1807446.668221 + Penalty 1870.763415 = -1805575.904807 nChanged 186 SP:Iteration 29Q (8111.419020 sec): 3 clusters Score: Raw -1807504.925746 + Penalty 1870.763415 = -1805634.162332 nChanged 178 SP:Iteration 30Q (8111.490066 sec): 3 clusters Score: Raw -1807558.662720 + Penalty 1870.763415 = -1805687.899305 nChanged 178 SP:Iteration 31Q (8111.558894 sec): 3 clusters Score: Raw -1807617.478595 + Penalty 1870.763415 = -1805746.715181 nChanged 166 SP:Iteration 32Q (8111.625649 sec): 3 clusters Score: Raw -1807670.124226 + Penalty 1870.763415 = -1805799.360811 nChanged 143 SP:Iteration 33Q (8111.694236 sec): 3 clusters Score: Raw -1807718.599335 + Penalty 1870.763415 = -1805847.835920 nChanged 159 SP:Iteration 34Q (8111.765855 sec): 3 clusters Score: Raw -1807777.494203 + Penalty 1870.763415 = -1805906.730789 nChanged 155 SP:Iteration 35Q (8111.834659 sec): 3 clusters Score: Raw -1807828.095158 + Penalty 1870.763415 = -1805957.331743 nChanged 138 SP:Iteration 36Q (8111.902581 sec): 3 clusters Score: Raw -1807877.340418 + Penalty 1870.763415 = -1806006.577004 nChanged 144 SP:Iteration 37Q (8111.970249 sec): 3 clusters Score: Raw -1807932.669577 + Penalty 1870.763415 = -1806061.906162 nChanged 125 SP:Iteration 38Q (8112.030333 sec): 3 clusters Score: Raw -1807980.699529 + Penalty 1870.763415 = -1806109.936114 nChanged 128 SP:Iteration 39Q (8112.105584 sec): 3 clusters Score: Raw -1808035.899018 + Penalty 1870.763415 = -1806165.135603 nChanged 124 SP:Iteration 40F (8112.169514 sec): 3 clusters Score: Raw -1808093.105972 + Penalty 1870.763415 = -1806222.342558 nChanged 123 SP:Iteration 41Q (8112.237022 sec): 3 clusters Score: Raw -1808147.549223 + Penalty 1870.763415 = -1806276.785808 nChanged 111 SP:Iteration 42Q (8112.313589 sec): 3 clusters Score: Raw -1808201.396928 + Penalty 1870.763415 = -1806330.633513 nChanged 112 SP:Iteration 43Q (8112.380516 sec): 3 clusters Score: Raw -1808257.510265 + Penalty 1870.763415 = -1806386.746850 nChanged 98 SP:Iteration 44Q (8112.438494 sec): 3 clusters Score: Raw -1808300.058138 + Penalty 1870.763415 = -1806429.294724 nChanged 76 SP:Iteration 45Q (8112.499463 sec): 3 clusters Score: Raw -1808337.267304 + Penalty 1870.763415 = -1806466.503890 nChanged 63 SP:Iteration 46Q (8112.567506 sec): 3 clusters Score: Raw -1808371.524407 + Penalty 1870.763415 = -1806500.760992 nChanged 54 SP:Iteration 47Q (8112.622810 sec): 3 clusters Score: Raw -1808405.102618 + Penalty 1870.763415 = -1806534.339203 nChanged 50 SP:Iteration 48Q (8112.699149 sec): 3 clusters Score: Raw -1808439.028675 + Penalty 1870.763415 = -1806568.265261 nChanged 41 SP:Iteration 49Q (8112.764789 sec): 3 clusters Score: Raw -1808465.895907 + Penalty 1870.763415 = -1806595.132492 nChanged 31 SP:Iteration 50Q (8112.828828 sec): 3 clusters Score: Raw -1808483.007309 + Penalty 1870.763415 = -1806612.243894 nChanged 23 SP:Iteration 51Q (8112.889015 sec): 3 clusters Score: Raw -1808494.012905 + Penalty 1870.763415 = -1806623.249491 nChanged 18 SP:Iteration 52Q (8112.958745 sec): 3 clusters Score: Raw -1808501.850625 + Penalty 1870.763415 = -1806631.087210 nChanged 17 SP:Iteration 53Q (8113.013144 sec): 3 clusters Score: Raw -1808508.823906 + Penalty 1870.763415 = -1806638.060491 nChanged 11 SP:Iteration 54Q (8113.075913 sec): 3 clusters Score: Raw -1808514.472922 + Penalty 1870.763415 = -1806643.709508 nChanged 14 SP:Iteration 55Q (8113.146244 sec): 3 clusters Score: Raw -1808519.781864 + Penalty 1870.763415 = -1806649.018450 nChanged 10 SP:Iteration 56Q (8113.202060 sec): 3 clusters Score: Raw -1808524.898702 + Penalty 1870.763415 = -1806654.135287 nChanged 15 SP:Iteration 57Q (8113.258015 sec): 3 clusters Score: Raw -1808534.870095 + Penalty 1870.763415 = -1806664.106680 nChanged 15 SP:Iteration 58Q (8113.327885 sec): 3 clusters Score: Raw -1808545.661218 + Penalty 1870.763415 = -1806674.897804 nChanged 10 SP:Iteration 59Q (8113.385286 sec): 3 clusters Score: Raw -1808552.605546 + Penalty 1870.763415 = -1806681.842132 nChanged 12 SP:Iteration 60F (8113.452928 sec): 3 clusters Score: Raw -1808558.297345 + Penalty 1870.763415 = -1806687.533930 nChanged 4 SP:Iteration 61Q (8113.521921 sec): 3 clusters Score: Raw -1808560.202423 + Penalty 1870.763415 = -1806689.439009 nChanged 0 SP:Iteration 62F (8113.595484 sec): 3 clusters Score: Raw -1808560.202423 + Penalty 1870.763415 = -1806689.439009 nChanged 0 Trying to split cluster 5 (2440 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8113.620991 sec): 2 clusters Score: Raw -226220.291745 + Penalty 740.976565 = -225479.315180 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8113.672288 sec): 3 clusters Score: Raw -224985.793383 + Penalty 1481.953130 = -223503.840253 nChanged 988 SP:Iteration 1F (8113.718357 sec): 3 clusters Score: Raw -225519.786527 + Penalty 1481.953130 = -224037.833397 nChanged 181 SP:Iteration 2F (8113.765369 sec): 3 clusters Score: Raw -225629.057047 + Penalty 1481.953130 = -224147.103917 nChanged 148 SP:Iteration 3F (8113.816367 sec): 3 clusters Score: Raw -225721.193486 + Penalty 1481.953130 = -224239.240356 nChanged 125 SP:Iteration 4F (8113.867384 sec): 3 clusters Score: Raw -225800.950573 + Penalty 1481.953130 = -224318.997443 nChanged 92 SP:Iteration 5Q (8113.907348 sec): 3 clusters Score: Raw -225848.783202 + Penalty 1481.953130 = -224366.830072 nChanged 77 SP:Iteration 6Q (8113.958336 sec): 3 clusters Score: Raw -225893.504355 + Penalty 1481.953130 = -224411.551224 nChanged 63 SP:Iteration 7Q (8114.009477 sec): 3 clusters Score: Raw -225930.937144 + Penalty 1481.953130 = -224448.984014 nChanged 55 SP:Iteration 8Q (8114.060480 sec): 3 clusters Score: Raw -225967.021217 + Penalty 1481.953130 = -224485.068087 nChanged 56 SP:Iteration 9Q (8114.112220 sec): 3 clusters Score: Raw -226001.246644 + Penalty 1481.953130 = -224519.293514 nChanged 41 SP:Iteration 10Q (8114.158920 sec): 3 clusters Score: Raw -226023.617723 + Penalty 1481.953130 = -224541.664593 nChanged 40 SP:Iteration 11Q (8114.210875 sec): 3 clusters Score: Raw -226048.383612 + Penalty 1481.953130 = -224566.430481 nChanged 43 SP:Iteration 12Q (8114.253674 sec): 3 clusters Score: Raw -226065.957036 + Penalty 1481.953130 = -224584.003905 nChanged 39 SP:Iteration 13Q (8114.305448 sec): 3 clusters Score: Raw -226084.636980 + Penalty 1481.953130 = -224602.683849 nChanged 34 SP:Iteration 14Q (8114.351370 sec): 3 clusters Score: Raw -226100.419136 + Penalty 1481.953130 = -224618.466005 nChanged 39 SP:Iteration 15Q (8114.402360 sec): 3 clusters Score: Raw -226118.046551 + Penalty 1481.953130 = -224636.093421 nChanged 37 SP:Iteration 16Q (8114.453782 sec): 3 clusters Score: Raw -226133.436214 + Penalty 1481.953130 = -224651.483084 nChanged 22 SP:Iteration 17Q (8114.504659 sec): 3 clusters Score: Raw -226139.819097 + Penalty 1481.953130 = -224657.865966 nChanged 12 SP:Iteration 18Q (8114.556563 sec): 3 clusters Score: Raw -226143.236077 + Penalty 1481.953130 = -224661.282947 nChanged 14 SP:Iteration 19Q (8114.604596 sec): 3 clusters Score: Raw -226147.079355 + Penalty 1481.953130 = -224665.126224 nChanged 17 SP:Iteration 20F (8114.655876 sec): 3 clusters Score: Raw -226153.178433 + Penalty 1481.953130 = -224671.225303 nChanged 15 SP:Iteration 21Q (8114.706293 sec): 3 clusters Score: Raw -226157.378111 + Penalty 1481.953130 = -224675.424981 nChanged 12 SP:Iteration 22Q (8114.753369 sec): 3 clusters Score: Raw -226162.633331 + Penalty 1481.953130 = -224680.680200 nChanged 12 SP:Iteration 23Q (8114.804107 sec): 3 clusters Score: Raw -226166.426707 + Penalty 1481.953130 = -224684.473576 nChanged 12 SP:Iteration 24Q (8114.850206 sec): 3 clusters Score: Raw -226168.858186 + Penalty 1481.953130 = -224686.905056 nChanged 14 SP:Iteration 25Q (8114.895639 sec): 3 clusters Score: Raw -226171.448871 + Penalty 1481.953130 = -224689.495740 nChanged 9 SP:Iteration 26Q (8114.946455 sec): 3 clusters Score: Raw -226173.677409 + Penalty 1481.953130 = -224691.724278 nChanged 6 SP:Iteration 27Q (8114.997178 sec): 3 clusters Score: Raw -226175.696565 + Penalty 1481.953130 = -224693.743435 nChanged 9 SP:Iteration 28Q (8115.047796 sec): 3 clusters Score: Raw -226178.648995 + Penalty 1481.953130 = -224696.695864 nChanged 7 SP:Iteration 29Q (8115.088611 sec): 3 clusters Score: Raw -226180.510124 + Penalty 1481.953130 = -224698.556994 nChanged 8 SP:Iteration 30Q (8115.139197 sec): 3 clusters Score: Raw -226183.270551 + Penalty 1481.953130 = -224701.317421 nChanged 13 SP:Iteration 31Q (8115.197576 sec): 3 clusters Score: Raw -226186.294103 + Penalty 1481.953130 = -224704.340972 nChanged 11 SP:Iteration 32Q (8115.250498 sec): 3 clusters Score: Raw -226188.226705 + Penalty 1481.953130 = -224706.273575 nChanged 6 SP:Iteration 33Q (8115.303508 sec): 3 clusters Score: Raw -226189.718265 + Penalty 1481.953130 = -224707.765135 nChanged 9 SP:Iteration 34Q (8115.356652 sec): 3 clusters Score: Raw -226191.670411 + Penalty 1481.953130 = -224709.717281 nChanged 5 SP:Iteration 35Q (8115.397460 sec): 3 clusters Score: Raw -226193.098692 + Penalty 1481.953130 = -224711.145561 nChanged 2 SP:Iteration 36Q (8115.450223 sec): 3 clusters Score: Raw -226193.406263 + Penalty 1481.953130 = -224711.453133 nChanged 2 SP:Iteration 37Q (8115.502126 sec): 3 clusters Score: Raw -226193.606986 + Penalty 1481.953130 = -224711.653856 nChanged 0 SP:Iteration 38F (8115.552912 sec): 3 clusters Score: Raw -226193.606986 + Penalty 1481.953130 = -224711.653856 nChanged 0 Trying to split cluster 6 (50023 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8115.638679 sec): 2 clusters Score: Raw -4645919.944479 + Penalty 1027.922627 = -4644892.021852 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8115.757006 sec): 3 clusters Score: Raw -4613521.669189 + Penalty 2055.845254 = -4611465.823935 nChanged 23933 SP:Iteration 1F (8115.858783 sec): 3 clusters Score: Raw -4627824.148185 + Penalty 2055.845254 = -4625768.302931 nChanged 2351 SP:Iteration 2Q (8115.976411 sec): 3 clusters Score: Raw -4628734.822072 + Penalty 2055.845254 = -4626678.976818 nChanged 2701 SP:Iteration 3F (8116.089342 sec): 3 clusters Score: Raw -4630043.990391 + Penalty 2055.845254 = -4627988.145137 nChanged 3153 SP:Iteration 4F (8116.201860 sec): 3 clusters Score: Raw -4631924.728982 + Penalty 2055.845254 = -4629868.883728 nChanged 3381 SP:Iteration 5F (8116.315835 sec): 3 clusters Score: Raw -4634370.698748 + Penalty 2055.845254 = -4632314.853494 nChanged 3277 SP:Iteration 6F (8116.422048 sec): 3 clusters Score: Raw -4637099.062085 + Penalty 2055.845254 = -4635043.216831 nChanged 2739 SP:Iteration 7F (8116.534524 sec): 3 clusters Score: Raw -4639685.912215 + Penalty 2055.845254 = -4637630.066961 nChanged 1995 SP:Iteration 8Q (8116.644988 sec): 3 clusters Score: Raw -4641652.905093 + Penalty 2055.845254 = -4639597.059839 nChanged 1405 SP:Iteration 9Q (8116.748371 sec): 3 clusters Score: Raw -4642908.389543 + Penalty 2055.845254 = -4640852.544289 nChanged 991 SP:Iteration 10Q (8116.849274 sec): 3 clusters Score: Raw -4643634.683163 + Penalty 2055.845254 = -4641578.837909 nChanged 708 SP:Iteration 11Q (8116.954842 sec): 3 clusters Score: Raw -4644045.117076 + Penalty 2055.845254 = -4641989.271822 nChanged 556 SP:Iteration 12Q (8117.063868 sec): 3 clusters Score: Raw -4644337.312943 + Penalty 2055.845254 = -4642281.467689 nChanged 447 SP:Iteration 13Q (8117.167765 sec): 3 clusters Score: Raw -4644546.675048 + Penalty 2055.845254 = -4642490.829794 nChanged 404 SP:Iteration 14Q (8117.266176 sec): 3 clusters Score: Raw -4644715.977377 + Penalty 2055.845254 = -4642660.132123 nChanged 335 SP:Iteration 15Q (8117.365710 sec): 3 clusters Score: Raw -4644848.176350 + Penalty 2055.845254 = -4642792.331096 nChanged 297 SP:Iteration 16Q (8117.469149 sec): 3 clusters Score: Raw -4644948.426692 + Penalty 2055.845254 = -4642892.581438 nChanged 255 SP:Iteration 17Q (8117.572213 sec): 3 clusters Score: Raw -4645029.328205 + Penalty 2055.845254 = -4642973.482951 nChanged 245 SP:Iteration 18Q (8117.675565 sec): 3 clusters Score: Raw -4645103.405943 + Penalty 2055.845254 = -4643047.560689 nChanged 234 SP:Iteration 19Q (8117.777573 sec): 3 clusters Score: Raw -4645174.867346 + Penalty 2055.845254 = -4643119.022092 nChanged 220 SP:Iteration 20F (8117.873154 sec): 3 clusters Score: Raw -4645239.808260 + Penalty 2055.845254 = -4643183.963006 nChanged 200 SP:Iteration 21Q (8117.976816 sec): 3 clusters Score: Raw -4645299.176342 + Penalty 2055.845254 = -4643243.331088 nChanged 186 SP:Iteration 22Q (8118.083540 sec): 3 clusters Score: Raw -4645347.404626 + Penalty 2055.845254 = -4643291.559372 nChanged 169 SP:Iteration 23Q (8118.177903 sec): 3 clusters Score: Raw -4645389.987809 + Penalty 2055.845254 = -4643334.142555 nChanged 176 SP:Iteration 24Q (8118.279746 sec): 3 clusters Score: Raw -4645433.884910 + Penalty 2055.845254 = -4643378.039656 nChanged 148 SP:Iteration 25Q (8118.376879 sec): 3 clusters Score: Raw -4645468.176130 + Penalty 2055.845254 = -4643412.330876 nChanged 144 SP:Iteration 26Q (8118.482768 sec): 3 clusters Score: Raw -4645506.853844 + Penalty 2055.845254 = -4643451.008590 nChanged 140 SP:Iteration 27Q (8118.591590 sec): 3 clusters Score: Raw -4645543.665166 + Penalty 2055.845254 = -4643487.819912 nChanged 132 SP:Iteration 28Q (8118.695071 sec): 3 clusters Score: Raw -4645578.390417 + Penalty 2055.845254 = -4643522.545163 nChanged 131 SP:Iteration 29Q (8118.798572 sec): 3 clusters Score: Raw -4645613.388168 + Penalty 2055.845254 = -4643557.542914 nChanged 127 SP:Iteration 30Q (8118.902797 sec): 3 clusters Score: Raw -4645651.212639 + Penalty 2055.845254 = -4643595.367385 nChanged 125 SP:Iteration 31Q (8119.006610 sec): 3 clusters Score: Raw -4645682.840933 + Penalty 2055.845254 = -4643626.995680 nChanged 93 SP:Iteration 32Q (8119.109232 sec): 3 clusters Score: Raw -4645708.182578 + Penalty 2055.845254 = -4643652.337324 nChanged 106 SP:Iteration 33Q (8119.206825 sec): 3 clusters Score: Raw -4645738.339734 + Penalty 2055.845254 = -4643682.494480 nChanged 103 SP:Iteration 34Q (8119.290790 sec): 3 clusters Score: Raw -4645768.763793 + Penalty 2055.845254 = -4643712.918539 nChanged 98 SP:Iteration 35Q (8119.379706 sec): 3 clusters Score: Raw -4645800.213186 + Penalty 2055.845254 = -4643744.367932 nChanged 95 SP:Iteration 36Q (8119.490983 sec): 3 clusters Score: Raw -4645830.235516 + Penalty 2055.845254 = -4643774.390262 nChanged 90 SP:Iteration 37Q (8119.591184 sec): 3 clusters Score: Raw -4645854.028608 + Penalty 2055.845254 = -4643798.183354 nChanged 78 SP:Iteration 38Q (8119.694051 sec): 3 clusters Score: Raw -4645878.206979 + Penalty 2055.845254 = -4643822.361725 nChanged 68 SP:Iteration 39Q (8119.794149 sec): 3 clusters Score: Raw -4645898.382073 + Penalty 2055.845254 = -4643842.536819 nChanged 68 SP:Iteration 40F (8119.894467 sec): 3 clusters Score: Raw -4645916.313066 + Penalty 2055.845254 = -4643860.467812 nChanged 68 SP:Iteration 41Q (8120.005077 sec): 3 clusters Score: Raw -4645933.573106 + Penalty 2055.845254 = -4643877.727853 nChanged 56 SP:Iteration 42Q (8120.106774 sec): 3 clusters Score: Raw -4645946.247423 + Penalty 2055.845254 = -4643890.402169 nChanged 44 SP:Iteration 43Q (8120.194381 sec): 3 clusters Score: Raw -4645955.250888 + Penalty 2055.845254 = -4643899.405634 nChanged 36 SP:Iteration 44Q (8120.295805 sec): 3 clusters Score: Raw -4645961.747177 + Penalty 2055.845254 = -4643905.901923 nChanged 29 SP:Iteration 45Q (8120.387878 sec): 3 clusters Score: Raw -4645967.219025 + Penalty 2055.845254 = -4643911.373771 nChanged 32 SP:Iteration 46Q (8120.485434 sec): 3 clusters Score: Raw -4645976.450228 + Penalty 2055.845254 = -4643920.604974 nChanged 40 SP:Iteration 47Q (8120.586403 sec): 3 clusters Score: Raw -4645985.327108 + Penalty 2055.845254 = -4643929.481854 nChanged 38 SP:Iteration 48Q (8120.678493 sec): 3 clusters Score: Raw -4645993.988793 + Penalty 2055.845254 = -4643938.143540 nChanged 42 SP:Iteration 49Q (8120.787598 sec): 3 clusters Score: Raw -4646005.459808 + Penalty 2055.845254 = -4643949.614554 nChanged 33 SP:Iteration 50Q (8120.887912 sec): 3 clusters Score: Raw -4646014.473250 + Penalty 2055.845254 = -4643958.627996 nChanged 37 SP:Iteration 51Q (8120.987438 sec): 3 clusters Score: Raw -4646023.198713 + Penalty 2055.845254 = -4643967.353459 nChanged 38 SP:Iteration 52Q (8121.088734 sec): 3 clusters Score: Raw -4646031.064371 + Penalty 2055.845254 = -4643975.219117 nChanged 26 SP:Iteration 53Q (8121.190356 sec): 3 clusters Score: Raw -4646036.082208 + Penalty 2055.845254 = -4643980.236954 nChanged 25 SP:Iteration 54Q (8121.291785 sec): 3 clusters Score: Raw -4646041.060316 + Penalty 2055.845254 = -4643985.215062 nChanged 18 SP:Iteration 55Q (8121.392516 sec): 3 clusters Score: Raw -4646045.829801 + Penalty 2055.845254 = -4643989.984547 nChanged 24 SP:Iteration 56Q (8121.487040 sec): 3 clusters Score: Raw -4646052.399047 + Penalty 2055.845254 = -4643996.553793 nChanged 29 SP:Iteration 57Q (8121.576035 sec): 3 clusters Score: Raw -4646059.839750 + Penalty 2055.845254 = -4644003.994496 nChanged 23 SP:Iteration 58Q (8121.672563 sec): 3 clusters Score: Raw -4646065.845719 + Penalty 2055.845254 = -4644010.000465 nChanged 20 SP:Iteration 59Q (8121.776568 sec): 3 clusters Score: Raw -4646071.277804 + Penalty 2055.845254 = -4644015.432550 nChanged 20 SP:Iteration 60F (8121.884298 sec): 3 clusters Score: Raw -4646076.376445 + Penalty 2055.845254 = -4644020.531191 nChanged 22 SP:Iteration 61Q (8121.972925 sec): 3 clusters Score: Raw -4646081.061376 + Penalty 2055.845254 = -4644025.216122 nChanged 23 SP:Iteration 62Q (8122.060880 sec): 3 clusters Score: Raw -4646086.502025 + Penalty 2055.845254 = -4644030.656771 nChanged 17 SP:Iteration 63Q (8122.156192 sec): 3 clusters Score: Raw -4646089.311305 + Penalty 2055.845254 = -4644033.466051 nChanged 16 SP:Iteration 64Q (8122.249994 sec): 3 clusters Score: Raw -4646092.895056 + Penalty 2055.845254 = -4644037.049802 nChanged 20 SP:Iteration 65Q (8122.337308 sec): 3 clusters Score: Raw -4646097.668688 + Penalty 2055.845254 = -4644041.823434 nChanged 19 SP:Iteration 66Q (8122.431840 sec): 3 clusters Score: Raw -4646102.112873 + Penalty 2055.845254 = -4644046.267619 nChanged 23 SP:Iteration 67Q (8122.530906 sec): 3 clusters Score: Raw -4646107.873660 + Penalty 2055.845254 = -4644052.028406 nChanged 20 SP:Iteration 68Q (8122.625680 sec): 3 clusters Score: Raw -4646111.668119 + Penalty 2055.845254 = -4644055.822865 nChanged 18 SP:Iteration 69Q (8122.722924 sec): 3 clusters Score: Raw -4646114.883879 + Penalty 2055.845254 = -4644059.038626 nChanged 12 SP:Iteration 70Q (8122.817310 sec): 3 clusters Score: Raw -4646117.737659 + Penalty 2055.845254 = -4644061.892405 nChanged 13 SP:Iteration 71Q (8122.906661 sec): 3 clusters Score: Raw -4646121.416831 + Penalty 2055.845254 = -4644065.571577 nChanged 15 SP:Iteration 72Q (8123.001957 sec): 3 clusters Score: Raw -4646124.844818 + Penalty 2055.845254 = -4644068.999564 nChanged 14 SP:Iteration 73Q (8123.094348 sec): 3 clusters Score: Raw -4646128.139884 + Penalty 2055.845254 = -4644072.294630 nChanged 15 SP:Iteration 74Q (8123.186681 sec): 3 clusters Score: Raw -4646130.523156 + Penalty 2055.845254 = -4644074.677903 nChanged 7 SP:Iteration 75Q (8123.282263 sec): 3 clusters Score: Raw -4646131.825680 + Penalty 2055.845254 = -4644075.980426 nChanged 2 SP:Iteration 76Q (8123.377646 sec): 3 clusters Score: Raw -4646132.066831 + Penalty 2055.845254 = -4644076.221577 nChanged 0 SP:Iteration 77F (8123.484043 sec): 3 clusters Score: Raw -4646132.066831 + Penalty 2055.845254 = -4644076.221577 nChanged 0 Trying to split cluster 7 (22632 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8123.522311 sec): 2 clusters Score: Raw -2098625.694602 + Penalty 952.576411 = -2097673.118192 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8123.599604 sec): 3 clusters Score: Raw -2084429.592364 + Penalty 1905.152821 = -2082524.439543 nChanged 10461 SP:Iteration 1F (8123.676183 sec): 3 clusters Score: Raw -2090235.389114 + Penalty 1905.152821 = -2088330.236293 nChanged 1037 SP:Iteration 2Q (8123.754412 sec): 3 clusters Score: Raw -2090629.898819 + Penalty 1905.152821 = -2088724.745997 nChanged 1107 SP:Iteration 3Q (8123.834899 sec): 3 clusters Score: Raw -2091129.593247 + Penalty 1905.152821 = -2089224.440426 nChanged 1177 SP:Iteration 4F (8123.897264 sec): 3 clusters Score: Raw -2091708.236328 + Penalty 1905.152821 = -2089803.083506 nChanged 1249 SP:Iteration 5F (8123.971195 sec): 3 clusters Score: Raw -2092415.696045 + Penalty 1905.152821 = -2090510.543224 nChanged 1290 SP:Iteration 6F (8124.040776 sec): 3 clusters Score: Raw -2093224.733009 + Penalty 1905.152821 = -2091319.580188 nChanged 1328 SP:Iteration 7F (8124.119868 sec): 3 clusters Score: Raw -2094149.402444 + Penalty 1905.152821 = -2092244.249623 nChanged 1313 SP:Iteration 8F (8124.192721 sec): 3 clusters Score: Raw -2095126.507664 + Penalty 1905.152821 = -2093221.354843 nChanged 1174 SP:Iteration 9F (8124.270260 sec): 3 clusters Score: Raw -2096047.466704 + Penalty 1905.152821 = -2094142.313883 nChanged 1002 SP:Iteration 10Q (8124.335922 sec): 3 clusters Score: Raw -2096857.510619 + Penalty 1905.152821 = -2094952.357798 nChanged 743 SP:Iteration 11Q (8124.399049 sec): 3 clusters Score: Raw -2097417.459087 + Penalty 1905.152821 = -2095512.306266 nChanged 548 SP:Iteration 12Q (8124.474061 sec): 3 clusters Score: Raw -2097787.654626 + Penalty 1905.152821 = -2095882.501804 nChanged 419 SP:Iteration 13Q (8124.544630 sec): 3 clusters Score: Raw -2098034.410132 + Penalty 1905.152821 = -2096129.257311 nChanged 330 SP:Iteration 14Q (8124.607710 sec): 3 clusters Score: Raw -2098225.963206 + Penalty 1905.152821 = -2096320.810385 nChanged 244 SP:Iteration 15Q (8124.683159 sec): 3 clusters Score: Raw -2098377.812590 + Penalty 1905.152821 = -2096472.659769 nChanged 182 SP:Iteration 16Q (8124.752436 sec): 3 clusters Score: Raw -2098486.945268 + Penalty 1905.152821 = -2096581.792447 nChanged 158 SP:Iteration 17Q (8124.805432 sec): 3 clusters Score: Raw -2098576.121552 + Penalty 1905.152821 = -2096670.968730 nChanged 109 SP:Iteration 18Q (8124.879593 sec): 3 clusters Score: Raw -2098637.389589 + Penalty 1905.152821 = -2096732.236768 nChanged 69 SP:Iteration 19Q (8124.939956 sec): 3 clusters Score: Raw -2098666.780835 + Penalty 1905.152821 = -2096761.628014 nChanged 46 SP:Iteration 20F (8125.011341 sec): 3 clusters Score: Raw -2098685.693422 + Penalty 1905.152821 = -2096780.540601 nChanged 39 SP:Iteration 21Q (8125.078753 sec): 3 clusters Score: Raw -2098705.775228 + Penalty 1905.152821 = -2096800.622407 nChanged 33 SP:Iteration 22Q (8125.146993 sec): 3 clusters Score: Raw -2098722.529337 + Penalty 1905.152821 = -2096817.376515 nChanged 29 SP:Iteration 23Q (8125.227282 sec): 3 clusters Score: Raw -2098737.805058 + Penalty 1905.152821 = -2096832.652237 nChanged 24 SP:Iteration 24Q (8125.290649 sec): 3 clusters Score: Raw -2098748.638700 + Penalty 1905.152821 = -2096843.485878 nChanged 25 SP:Iteration 25Q (8125.358051 sec): 3 clusters Score: Raw -2098760.932801 + Penalty 1905.152821 = -2096855.779979 nChanged 22 SP:Iteration 26Q (8125.433257 sec): 3 clusters Score: Raw -2098771.649181 + Penalty 1905.152821 = -2096866.496359 nChanged 21 SP:Iteration 27Q (8125.501317 sec): 3 clusters Score: Raw -2098782.574383 + Penalty 1905.152821 = -2096877.421561 nChanged 14 SP:Iteration 28Q (8125.575837 sec): 3 clusters Score: Raw -2098788.508219 + Penalty 1905.152821 = -2096883.355397 nChanged 14 SP:Iteration 29Q (8125.648003 sec): 3 clusters Score: Raw -2098796.111304 + Penalty 1905.152821 = -2096890.958482 nChanged 13 SP:Iteration 30Q (8125.713346 sec): 3 clusters Score: Raw -2098804.081281 + Penalty 1905.152821 = -2096898.928460 nChanged 15 SP:Iteration 31Q (8125.757448 sec): 3 clusters Score: Raw -2098811.348129 + Penalty 1905.152821 = -2096906.195307 nChanged 9 SP:Iteration 32Q (8125.808051 sec): 3 clusters Score: Raw -2098814.927293 + Penalty 1905.152821 = -2096909.774472 nChanged 6 SP:Iteration 33Q (8125.840843 sec): 3 clusters Score: Raw -2098817.338591 + Penalty 1905.152821 = -2096912.185770 nChanged 5 SP:Iteration 34Q (8125.876203 sec): 3 clusters Score: Raw -2098819.761782 + Penalty 1905.152821 = -2096914.608960 nChanged 6 SP:Iteration 35Q (8125.911644 sec): 3 clusters Score: Raw -2098822.316071 + Penalty 1905.152821 = -2096917.163250 nChanged 6 SP:Iteration 36Q (8125.956749 sec): 3 clusters Score: Raw -2098824.902923 + Penalty 1905.152821 = -2096919.750101 nChanged 6 SP:Iteration 37Q (8125.982552 sec): 3 clusters Score: Raw -2098827.182756 + Penalty 1905.152821 = -2096922.029934 nChanged 5 SP:Iteration 38Q (8126.017744 sec): 3 clusters Score: Raw -2098828.437931 + Penalty 1905.152821 = -2096923.285109 nChanged 5 SP:Iteration 39Q (8126.052971 sec): 3 clusters Score: Raw -2098829.977627 + Penalty 1905.152821 = -2096924.824806 nChanged 6 SP:Iteration 40F (8126.100100 sec): 3 clusters Score: Raw -2098832.133957 + Penalty 1905.152821 = -2096926.981136 nChanged 4 SP:Iteration 41Q (8126.135539 sec): 3 clusters Score: Raw -2098834.033146 + Penalty 1905.152821 = -2096928.880324 nChanged 2 SP:Iteration 42Q (8126.171076 sec): 3 clusters Score: Raw -2098834.779202 + Penalty 1905.152821 = -2096929.626381 nChanged 1 SP:Iteration 43Q (8126.206399 sec): 3 clusters Score: Raw -2098835.018131 + Penalty 1905.152821 = -2096929.865310 nChanged 2 SP:Iteration 44Q (8126.242008 sec): 3 clusters Score: Raw -2098836.349054 + Penalty 1905.152821 = -2096931.196233 nChanged 3 SP:Iteration 45Q (8126.277109 sec): 3 clusters Score: Raw -2098836.904399 + Penalty 1905.152821 = -2096931.751578 nChanged 2 SP:Iteration 46Q (8126.311825 sec): 3 clusters Score: Raw -2098838.127782 + Penalty 1905.152821 = -2096932.974961 nChanged 1 SP:Iteration 47Q (8126.346883 sec): 3 clusters Score: Raw -2098838.693569 + Penalty 1905.152821 = -2096933.540748 nChanged 1 SP:Iteration 48Q (8126.382061 sec): 3 clusters Score: Raw -2098839.089056 + Penalty 1905.152821 = -2096933.936234 nChanged 2 SP:Iteration 49Q (8126.417013 sec): 3 clusters Score: Raw -2098839.985647 + Penalty 1905.152821 = -2096934.832825 nChanged 0 SP:Iteration 50F (8126.457955 sec): 3 clusters Score: Raw -2098839.985647 + Penalty 1905.152821 = -2096934.832825 nChanged 0 Trying to split cluster 8 (15021 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8126.486621 sec): 2 clusters Score: Raw -1426569.653130 + Penalty 913.634428 = -1425656.018702 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8126.519763 sec): 3 clusters Score: Raw -1417499.935774 + Penalty 1827.268855 = -1415672.666919 nChanged 6770 SP:Iteration 1F (8126.551223 sec): 3 clusters Score: Raw -1421265.823705 + Penalty 1827.268855 = -1419438.554850 nChanged 939 SP:Iteration 2F (8126.582449 sec): 3 clusters Score: Raw -1421714.994947 + Penalty 1827.268855 = -1419887.726092 nChanged 944 SP:Iteration 3F (8126.613981 sec): 3 clusters Score: Raw -1422248.700469 + Penalty 1827.268855 = -1420421.431614 nChanged 971 SP:Iteration 4F (8126.645319 sec): 3 clusters Score: Raw -1422901.805429 + Penalty 1827.268855 = -1421074.536573 nChanged 1040 SP:Iteration 5F (8126.676809 sec): 3 clusters Score: Raw -1423686.678125 + Penalty 1827.268855 = -1421859.409269 nChanged 980 SP:Iteration 6F (8126.745891 sec): 3 clusters Score: Raw -1424490.269337 + Penalty 1827.268855 = -1422663.000482 nChanged 812 SP:Iteration 7F (8126.812857 sec): 3 clusters Score: Raw -1425108.688153 + Penalty 1827.268855 = -1423281.419298 nChanged 614 SP:Iteration 8Q (8126.850757 sec): 3 clusters Score: Raw -1425526.251043 + Penalty 1827.268855 = -1423698.982187 nChanged 446 SP:Iteration 9Q (8126.919047 sec): 3 clusters Score: Raw -1425809.895390 + Penalty 1827.268855 = -1423982.626535 nChanged 335 SP:Iteration 10Q (8126.981688 sec): 3 clusters Score: Raw -1426023.218397 + Penalty 1827.268855 = -1424195.949542 nChanged 261 SP:Iteration 11Q (8127.048620 sec): 3 clusters Score: Raw -1426187.386076 + Penalty 1827.268855 = -1424360.117221 nChanged 211 SP:Iteration 12Q (8127.112025 sec): 3 clusters Score: Raw -1426320.757178 + Penalty 1827.268855 = -1424493.488323 nChanged 159 SP:Iteration 13Q (8127.177084 sec): 3 clusters Score: Raw -1426420.302371 + Penalty 1827.268855 = -1424593.033516 nChanged 138 SP:Iteration 14Q (8127.225660 sec): 3 clusters Score: Raw -1426508.825665 + Penalty 1827.268855 = -1424681.556810 nChanged 109 SP:Iteration 15Q (8127.294371 sec): 3 clusters Score: Raw -1426558.589784 + Penalty 1827.268855 = -1424731.320929 nChanged 88 SP:Iteration 16Q (8127.359958 sec): 3 clusters Score: Raw -1426596.038448 + Penalty 1827.268855 = -1424768.769593 nChanged 70 SP:Iteration 17Q (8127.422630 sec): 3 clusters Score: Raw -1426621.981985 + Penalty 1827.268855 = -1424794.713130 nChanged 55 SP:Iteration 18Q (8127.480470 sec): 3 clusters Score: Raw -1426640.776625 + Penalty 1827.268855 = -1424813.507770 nChanged 45 SP:Iteration 19Q (8127.546790 sec): 3 clusters Score: Raw -1426654.814015 + Penalty 1827.268855 = -1424827.545160 nChanged 44 SP:Iteration 20F (8127.607302 sec): 3 clusters Score: Raw -1426670.682806 + Penalty 1827.268855 = -1424843.413951 nChanged 41 SP:Iteration 21Q (8127.668598 sec): 3 clusters Score: Raw -1426680.489607 + Penalty 1827.268855 = -1424853.220751 nChanged 32 SP:Iteration 22Q (8127.728179 sec): 3 clusters Score: Raw -1426689.220724 + Penalty 1827.268855 = -1424861.951869 nChanged 33 SP:Iteration 23Q (8127.791993 sec): 3 clusters Score: Raw -1426698.642293 + Penalty 1827.268855 = -1424871.373438 nChanged 30 SP:Iteration 24Q (8127.845476 sec): 3 clusters Score: Raw -1426705.341186 + Penalty 1827.268855 = -1424878.072331 nChanged 14 SP:Iteration 25Q (8127.915511 sec): 3 clusters Score: Raw -1426709.616259 + Penalty 1827.268855 = -1424882.347404 nChanged 16 SP:Iteration 26Q (8127.961118 sec): 3 clusters Score: Raw -1426715.236717 + Penalty 1827.268855 = -1424887.967862 nChanged 19 SP:Iteration 27Q (8128.022529 sec): 3 clusters Score: Raw -1426721.923894 + Penalty 1827.268855 = -1424894.655039 nChanged 12 SP:Iteration 28Q (8128.084173 sec): 3 clusters Score: Raw -1426724.903536 + Penalty 1827.268855 = -1424897.634681 nChanged 12 SP:Iteration 29Q (8128.153643 sec): 3 clusters Score: Raw -1426728.853829 + Penalty 1827.268855 = -1424901.584973 nChanged 12 SP:Iteration 30Q (8128.203645 sec): 3 clusters Score: Raw -1426732.505629 + Penalty 1827.268855 = -1424905.236774 nChanged 12 SP:Iteration 31Q (8128.265886 sec): 3 clusters Score: Raw -1426736.716665 + Penalty 1827.268855 = -1424909.447810 nChanged 11 SP:Iteration 32Q (8128.326375 sec): 3 clusters Score: Raw -1426738.736730 + Penalty 1827.268855 = -1424911.467875 nChanged 9 SP:Iteration 33Q (8128.375179 sec): 3 clusters Score: Raw -1426740.754816 + Penalty 1827.268855 = -1424913.485961 nChanged 11 SP:Iteration 34Q (8128.436294 sec): 3 clusters Score: Raw -1426744.731735 + Penalty 1827.268855 = -1424917.462880 nChanged 13 SP:Iteration 35Q (8128.484000 sec): 3 clusters Score: Raw -1426749.722896 + Penalty 1827.268855 = -1424922.454041 nChanged 12 SP:Iteration 36Q (8128.550245 sec): 3 clusters Score: Raw -1426753.653675 + Penalty 1827.268855 = -1424926.384820 nChanged 13 SP:Iteration 37Q (8128.575748 sec): 3 clusters Score: Raw -1426757.573942 + Penalty 1827.268855 = -1424930.305087 nChanged 12 SP:Iteration 38Q (8128.649706 sec): 3 clusters Score: Raw -1426759.917176 + Penalty 1827.268855 = -1424932.648321 nChanged 8 SP:Iteration 39Q (8128.698449 sec): 3 clusters Score: Raw -1426762.281921 + Penalty 1827.268855 = -1424935.013066 nChanged 8 SP:Iteration 40F (8128.768754 sec): 3 clusters Score: Raw -1426766.120545 + Penalty 1827.268855 = -1424938.851690 nChanged 8 SP:Iteration 41Q (8128.825889 sec): 3 clusters Score: Raw -1426768.769858 + Penalty 1827.268855 = -1424941.501003 nChanged 8 SP:Iteration 42Q (8128.875047 sec): 3 clusters Score: Raw -1426771.164075 + Penalty 1827.268855 = -1424943.895220 nChanged 10 SP:Iteration 43Q (8128.942234 sec): 3 clusters Score: Raw -1426775.039299 + Penalty 1827.268855 = -1424947.770444 nChanged 10 SP:Iteration 44Q (8128.995413 sec): 3 clusters Score: Raw -1426779.810854 + Penalty 1827.268855 = -1424952.541999 nChanged 8 SP:Iteration 45Q (8129.058384 sec): 3 clusters Score: Raw -1426784.179255 + Penalty 1827.268855 = -1424956.910399 nChanged 9 SP:Iteration 46Q (8129.121951 sec): 3 clusters Score: Raw -1426787.291378 + Penalty 1827.268855 = -1424960.022523 nChanged 10 SP:Iteration 47Q (8129.185520 sec): 3 clusters Score: Raw -1426791.247174 + Penalty 1827.268855 = -1424963.978319 nChanged 11 SP:Iteration 48Q (8129.240463 sec): 3 clusters Score: Raw -1426794.747693 + Penalty 1827.268855 = -1424967.478838 nChanged 10 SP:Iteration 49Q (8129.296713 sec): 3 clusters Score: Raw -1426798.987846 + Penalty 1827.268855 = -1424971.718991 nChanged 11 SP:Iteration 50Q (8129.360314 sec): 3 clusters Score: Raw -1426804.557405 + Penalty 1827.268855 = -1424977.288549 nChanged 9 SP:Iteration 51Q (8129.423898 sec): 3 clusters Score: Raw -1426806.921915 + Penalty 1827.268855 = -1424979.653060 nChanged 5 SP:Iteration 52Q (8129.492291 sec): 3 clusters Score: Raw -1426809.335419 + Penalty 1827.268855 = -1424982.066564 nChanged 5 SP:Iteration 53Q (8129.546498 sec): 3 clusters Score: Raw -1426811.188096 + Penalty 1827.268855 = -1424983.919241 nChanged 2 SP:Iteration 54Q (8129.609717 sec): 3 clusters Score: Raw -1426812.100011 + Penalty 1827.268855 = -1424984.831156 nChanged 4 SP:Iteration 55Q (8129.676029 sec): 3 clusters Score: Raw -1426812.829766 + Penalty 1827.268855 = -1424985.560911 nChanged 0 SP:Iteration 56F (8129.742141 sec): 3 clusters Score: Raw -1426812.829766 + Penalty 1827.268855 = -1424985.560911 nChanged 0 Trying to split cluster 9 (1935 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8129.765751 sec): 2 clusters Score: Raw -176303.938593 + Penalty 718.946948 = -175584.991646 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8129.813419 sec): 3 clusters Score: Raw -175412.655749 + Penalty 1437.893895 = -173974.761854 nChanged 765 SP:Iteration 1F (8129.863104 sec): 3 clusters Score: Raw -176035.646816 + Penalty 1437.893895 = -174597.752921 nChanged 244 SP:Iteration 2F (8129.913501 sec): 3 clusters Score: Raw -176340.488500 + Penalty 1437.893895 = -174902.594605 nChanged 160 SP:Iteration 3F (8129.955328 sec): 3 clusters Score: Raw -176492.791284 + Penalty 1437.893895 = -175054.897389 nChanged 88 SP:Iteration 4Q (8130.007159 sec): 3 clusters Score: Raw -176571.128782 + Penalty 1437.893895 = -175133.234887 nChanged 77 SP:Iteration 5Q (8130.053106 sec): 3 clusters Score: Raw -176634.728323 + Penalty 1437.893895 = -175196.834428 nChanged 54 SP:Iteration 6Q (8130.093301 sec): 3 clusters Score: Raw -176672.761930 + Penalty 1437.893895 = -175234.868035 nChanged 40 SP:Iteration 7Q (8130.144664 sec): 3 clusters Score: Raw -176702.006826 + Penalty 1437.893895 = -175264.112931 nChanged 37 SP:Iteration 8Q (8130.189706 sec): 3 clusters Score: Raw -176724.008126 + Penalty 1437.893895 = -175286.114231 nChanged 19 SP:Iteration 9Q (8130.239695 sec): 3 clusters Score: Raw -176730.895562 + Penalty 1437.893895 = -175293.001667 nChanged 11 SP:Iteration 10Q (8130.289908 sec): 3 clusters Score: Raw -176734.624755 + Penalty 1437.893895 = -175296.730860 nChanged 7 SP:Iteration 11Q (8130.330167 sec): 3 clusters Score: Raw -176736.559790 + Penalty 1437.893895 = -175298.665895 nChanged 3 SP:Iteration 12Q (8130.380527 sec): 3 clusters Score: Raw -176737.810928 + Penalty 1437.893895 = -175299.917033 nChanged 3 SP:Iteration 13Q (8130.430716 sec): 3 clusters Score: Raw -176738.603085 + Penalty 1437.893895 = -175300.709190 nChanged 0 SP:Iteration 14F (8130.480991 sec): 3 clusters Score: Raw -176738.603085 + Penalty 1437.893895 = -175300.709190 nChanged 0 Trying to split cluster 10 (67991 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8130.575228 sec): 2 clusters Score: Raw -6450061.003440 + Penalty 1057.077409 = -6449003.926031 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8130.701915 sec): 3 clusters Score: Raw -6405656.909672 + Penalty 2114.154818 = -6403542.754853 nChanged 32437 SP:Iteration 1F (8130.826426 sec): 3 clusters Score: Raw -6424997.442856 + Penalty 2114.154818 = -6422883.288038 nChanged 3159 SP:Iteration 2Q (8130.957007 sec): 3 clusters Score: Raw -6426349.056943 + Penalty 2114.154818 = -6424234.902124 nChanged 3844 SP:Iteration 3F (8131.080959 sec): 3 clusters Score: Raw -6428513.464953 + Penalty 2114.154818 = -6426399.310135 nChanged 4816 SP:Iteration 4F (8131.200547 sec): 3 clusters Score: Raw -6431995.745590 + Penalty 2114.154818 = -6429881.590771 nChanged 5708 SP:Iteration 5F (8131.321199 sec): 3 clusters Score: Raw -6436922.067304 + Penalty 2114.154818 = -6434807.912486 nChanged 5698 SP:Iteration 6F (8131.443751 sec): 3 clusters Score: Raw -6442359.434645 + Penalty 2114.154818 = -6440245.279827 nChanged 4329 SP:Iteration 7F (8131.564127 sec): 3 clusters Score: Raw -6446634.004840 + Penalty 2114.154818 = -6444519.850022 nChanged 2333 SP:Iteration 8Q (8131.683232 sec): 3 clusters Score: Raw -6448823.428899 + Penalty 2114.154818 = -6446709.274081 nChanged 976 SP:Iteration 9Q (8131.814175 sec): 3 clusters Score: Raw -6449698.628641 + Penalty 2114.154818 = -6447584.473822 nChanged 317 SP:Iteration 10Q (8131.937475 sec): 3 clusters Score: Raw -6449992.903639 + Penalty 2114.154818 = -6447878.748820 nChanged 104 SP:Iteration 11Q (8132.057069 sec): 3 clusters Score: Raw -6450108.684903 + Penalty 2114.154818 = -6447994.530085 nChanged 46 SP:Iteration 12Q (8132.176062 sec): 3 clusters Score: Raw -6450163.736983 + Penalty 2114.154818 = -6448049.582164 nChanged 31 SP:Iteration 13Q (8132.290689 sec): 3 clusters Score: Raw -6450190.729876 + Penalty 2114.154818 = -6448076.575058 nChanged 17 SP:Iteration 14Q (8132.398833 sec): 3 clusters Score: Raw -6450209.780394 + Penalty 2114.154818 = -6448095.625576 nChanged 10 SP:Iteration 15Q (8132.521584 sec): 3 clusters Score: Raw -6450217.959703 + Penalty 2114.154818 = -6448103.804885 nChanged 3 SP:Iteration 16Q (8132.636886 sec): 3 clusters Score: Raw -6450220.762563 + Penalty 2114.154818 = -6448106.607745 nChanged 3 SP:Iteration 17Q (8132.761600 sec): 3 clusters Score: Raw -6450223.081545 + Penalty 2114.154818 = -6448108.926727 nChanged 2 SP:Iteration 18Q (8132.874206 sec): 3 clusters Score: Raw -6450224.696278 + Penalty 2114.154818 = -6448110.541459 nChanged 1 SP:Iteration 19Q (8132.992026 sec): 3 clusters Score: Raw -6450225.709007 + Penalty 2114.154818 = -6448111.554189 nChanged 1 SP:Iteration 20F (8133.118306 sec): 3 clusters Score: Raw -6450225.886177 + Penalty 2114.154818 = -6448111.731359 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8133.156101 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8133.199339 sec): 3 clusters Score: Raw -16253.783744 + Penalty 1023.054062 = -15230.729682 nChanged 39 SP:Iteration 1F (8133.247863 sec): 3 clusters Score: Raw -16333.149608 + Penalty 1023.054062 = -15310.095546 nChanged 10 SP:Iteration 2Q (8133.296405 sec): 3 clusters Score: Raw -16368.144694 + Penalty 1023.054062 = -15345.090632 nChanged 7 SP:Iteration 3Q (8133.331196 sec): 3 clusters Score: Raw -16384.291934 + Penalty 1023.054062 = -15361.237872 nChanged 3 SP:Iteration 4Q (8133.369080 sec): 3 clusters Score: Raw -16389.520217 + Penalty 1023.054062 = -15366.466155 nChanged 4 SP:Iteration 5Q (8133.426725 sec): 3 clusters Score: Raw -16407.424016 + Penalty 1023.054062 = -15384.369954 nChanged 4 SP:Iteration 6Q (8133.460639 sec): 3 clusters Score: Raw -16421.715573 + Penalty 1023.054062 = -15398.661511 nChanged 5 SP:Iteration 7Q (8133.507628 sec): 3 clusters Score: Raw -16436.875785 + Penalty 1023.054062 = -15413.821723 nChanged 1 SP:Iteration 8Q (8133.553082 sec): 3 clusters Score: Raw -16439.285035 + Penalty 1023.054062 = -15416.230973 nChanged 4 SP:Iteration 9Q (8133.605382 sec): 3 clusters Score: Raw -16448.529376 + Penalty 1023.054062 = -15425.475314 nChanged 0 SP:Iteration 10F (8133.654834 sec): 3 clusters Score: Raw -16448.529376 + Penalty 1023.054062 = -15425.475314 nChanged 0 Trying to split cluster 12 (25930 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8133.704945 sec): 2 clusters Score: Raw -2308452.127107 + Penalty 965.499808 = -2307486.627299 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8133.775197 sec): 3 clusters Score: Raw -2292058.040164 + Penalty 1930.999617 = -2290127.040547 nChanged 12169 SP:Iteration 1F (8133.857371 sec): 3 clusters Score: Raw -2299162.049908 + Penalty 1930.999617 = -2297231.050291 nChanged 1160 SP:Iteration 2Q (8133.937659 sec): 3 clusters Score: Raw -2299556.574706 + Penalty 1930.999617 = -2297625.575089 nChanged 1237 SP:Iteration 3Q (8134.012670 sec): 3 clusters Score: Raw -2300089.985749 + Penalty 1930.999617 = -2298158.986132 nChanged 1404 SP:Iteration 4F (8134.098204 sec): 3 clusters Score: Raw -2300855.287695 + Penalty 1930.999617 = -2298924.288079 nChanged 1617 SP:Iteration 5F (8134.175639 sec): 3 clusters Score: Raw -2301947.056208 + Penalty 1930.999617 = -2300016.056591 nChanged 1838 SP:Iteration 6F (8134.256965 sec): 3 clusters Score: Raw -2303349.335379 + Penalty 1930.999617 = -2301418.335762 nChanged 1805 SP:Iteration 7F (8134.339125 sec): 3 clusters Score: Raw -2304862.728403 + Penalty 1930.999617 = -2302931.728787 nChanged 1600 SP:Iteration 8F (8134.417995 sec): 3 clusters Score: Raw -2306278.922246 + Penalty 1930.999617 = -2304347.922629 nChanged 1205 SP:Iteration 9Q (8134.498723 sec): 3 clusters Score: Raw -2307312.036880 + Penalty 1930.999617 = -2305381.037263 nChanged 720 SP:Iteration 10Q (8134.577075 sec): 3 clusters Score: Raw -2307939.785188 + Penalty 1930.999617 = -2306008.785571 nChanged 397 SP:Iteration 11Q (8134.657333 sec): 3 clusters Score: Raw -2308290.177313 + Penalty 1930.999617 = -2306359.177696 nChanged 185 SP:Iteration 12Q (8134.732999 sec): 3 clusters Score: Raw -2308452.360467 + Penalty 1930.999617 = -2306521.360851 nChanged 68 SP:Iteration 13Q (8134.808787 sec): 3 clusters Score: Raw -2308514.739427 + Penalty 1930.999617 = -2306583.739810 nChanged 26 SP:Iteration 14Q (8134.871131 sec): 3 clusters Score: Raw -2308538.974163 + Penalty 1930.999617 = -2306607.974546 nChanged 13 SP:Iteration 15Q (8134.943611 sec): 3 clusters Score: Raw -2308549.435766 + Penalty 1930.999617 = -2306618.436149 nChanged 8 SP:Iteration 16Q (8135.016073 sec): 3 clusters Score: Raw -2308557.191872 + Penalty 1930.999617 = -2306626.192255 nChanged 7 SP:Iteration 17Q (8135.081326 sec): 3 clusters Score: Raw -2308566.356719 + Penalty 1930.999617 = -2306635.357102 nChanged 5 SP:Iteration 18Q (8135.159298 sec): 3 clusters Score: Raw -2308572.358045 + Penalty 1930.999617 = -2306641.358428 nChanged 7 SP:Iteration 19Q (8135.227749 sec): 3 clusters Score: Raw -2308579.799513 + Penalty 1930.999617 = -2306648.799896 nChanged 3 SP:Iteration 20F (8135.300144 sec): 3 clusters Score: Raw -2308580.494672 + Penalty 1930.999617 = -2306649.495055 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8135.364973 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8135.444885 sec): 3 clusters Score: Raw -2659695.992456 + Penalty 1947.550096 = -2657748.442360 nChanged 13146 SP:Iteration 1F (8135.528274 sec): 3 clusters Score: Raw -2667461.580519 + Penalty 1947.550096 = -2665514.030422 nChanged 1611 SP:Iteration 2F (8135.611493 sec): 3 clusters Score: Raw -2668276.645736 + Penalty 1947.550096 = -2666329.095640 nChanged 1718 SP:Iteration 3F (8135.707298 sec): 3 clusters Score: Raw -2669438.297929 + Penalty 1947.550096 = -2667490.747833 nChanged 1834 SP:Iteration 4F (8135.790711 sec): 3 clusters Score: Raw -2670921.696741 + Penalty 1947.550096 = -2668974.146644 nChanged 1877 SP:Iteration 5F (8135.865291 sec): 3 clusters Score: Raw -2672498.127178 + Penalty 1947.550096 = -2670550.577082 nChanged 1764 SP:Iteration 6F (8135.952935 sec): 3 clusters Score: Raw -2673687.660397 + Penalty 1947.550096 = -2671740.110301 nChanged 1377 SP:Iteration 7Q (8136.037277 sec): 3 clusters Score: Raw -2674440.166927 + Penalty 1947.550096 = -2672492.616830 nChanged 1079 SP:Iteration 8Q (8136.109434 sec): 3 clusters Score: Raw -2674892.502683 + Penalty 1947.550096 = -2672944.952587 nChanged 727 SP:Iteration 9Q (8136.197519 sec): 3 clusters Score: Raw -2675147.070913 + Penalty 1947.550096 = -2673199.520816 nChanged 587 SP:Iteration 10Q (8136.279091 sec): 3 clusters Score: Raw -2675343.189637 + Penalty 1947.550096 = -2673395.639541 nChanged 523 SP:Iteration 11Q (8136.363964 sec): 3 clusters Score: Raw -2675518.049862 + Penalty 1947.550096 = -2673570.499766 nChanged 477 SP:Iteration 12Q (8136.448114 sec): 3 clusters Score: Raw -2675681.413425 + Penalty 1947.550096 = -2673733.863329 nChanged 475 SP:Iteration 13Q (8136.534164 sec): 3 clusters Score: Raw -2675847.914258 + Penalty 1947.550096 = -2673900.364162 nChanged 459 SP:Iteration 14Q (8136.618179 sec): 3 clusters Score: Raw -2676009.867603 + Penalty 1947.550096 = -2674062.317507 nChanged 454 SP:Iteration 15Q (8136.691906 sec): 3 clusters Score: Raw -2676161.473359 + Penalty 1947.550096 = -2674213.923263 nChanged 450 SP:Iteration 16Q (8136.777419 sec): 3 clusters Score: Raw -2676304.555056 + Penalty 1947.550096 = -2674357.004959 nChanged 426 SP:Iteration 17Q (8136.863402 sec): 3 clusters Score: Raw -2676424.720045 + Penalty 1947.550096 = -2674477.169949 nChanged 344 SP:Iteration 18Q (8136.959076 sec): 3 clusters Score: Raw -2676512.832058 + Penalty 1947.550096 = -2674565.281961 nChanged 345 SP:Iteration 19Q (8137.042651 sec): 3 clusters Score: Raw -2676602.866390 + Penalty 1947.550096 = -2674655.316294 nChanged 341 SP:Iteration 20F (8137.119132 sec): 3 clusters Score: Raw -2676698.659123 + Penalty 1947.550096 = -2674751.109026 nChanged 323 SP:Iteration 21Q (8137.191482 sec): 3 clusters Score: Raw -2676791.273698 + Penalty 1947.550096 = -2674843.723602 nChanged 319 SP:Iteration 22Q (8137.283170 sec): 3 clusters Score: Raw -2676901.231990 + Penalty 1947.550096 = -2674953.681894 nChanged 358 SP:Iteration 23Q (8137.355983 sec): 3 clusters Score: Raw -2677064.999586 + Penalty 1947.550096 = -2675117.449490 nChanged 376 SP:Iteration 24Q (8137.438040 sec): 3 clusters Score: Raw -2677246.926725 + Penalty 1947.550096 = -2675299.376628 nChanged 343 SP:Iteration 25Q (8137.519146 sec): 3 clusters Score: Raw -2677400.283841 + Penalty 1947.550096 = -2675452.733745 nChanged 273 SP:Iteration 26Q (8137.607040 sec): 3 clusters Score: Raw -2677477.698723 + Penalty 1947.550096 = -2675530.148627 nChanged 236 SP:Iteration 27Q (8137.672150 sec): 3 clusters Score: Raw -2677537.443241 + Penalty 1947.550096 = -2675589.893145 nChanged 206 SP:Iteration 28Q (8137.756885 sec): 3 clusters Score: Raw -2677581.543432 + Penalty 1947.550096 = -2675633.993336 nChanged 171 SP:Iteration 29Q (8137.841967 sec): 3 clusters Score: Raw -2677609.132343 + Penalty 1947.550096 = -2675661.582246 nChanged 137 SP:Iteration 30Q (8137.927341 sec): 3 clusters Score: Raw -2677631.368171 + Penalty 1947.550096 = -2675683.818075 nChanged 143 SP:Iteration 31Q (8138.012999 sec): 3 clusters Score: Raw -2677652.131259 + Penalty 1947.550096 = -2675704.581163 nChanged 137 SP:Iteration 32Q (8138.078650 sec): 3 clusters Score: Raw -2677670.993606 + Penalty 1947.550096 = -2675723.443510 nChanged 140 SP:Iteration 33Q (8138.168776 sec): 3 clusters Score: Raw -2677687.502481 + Penalty 1947.550096 = -2675739.952385 nChanged 113 SP:Iteration 34Q (8138.252922 sec): 3 clusters Score: Raw -2677699.521906 + Penalty 1947.550096 = -2675751.971810 nChanged 116 SP:Iteration 35Q (8138.337114 sec): 3 clusters Score: Raw -2677712.389044 + Penalty 1947.550096 = -2675764.838948 nChanged 121 SP:Iteration 36Q (8138.431105 sec): 3 clusters Score: Raw -2677727.947310 + Penalty 1947.550096 = -2675780.397214 nChanged 138 SP:Iteration 37Q (8138.514420 sec): 3 clusters Score: Raw -2677746.847564 + Penalty 1947.550096 = -2675799.297468 nChanged 159 SP:Iteration 38Q (8138.590145 sec): 3 clusters Score: Raw -2677771.366292 + Penalty 1947.550096 = -2675823.816196 nChanged 141 SP:Iteration 39Q (8138.674218 sec): 3 clusters Score: Raw -2677791.350234 + Penalty 1947.550096 = -2675843.800138 nChanged 144 SP:Iteration 40F (8138.745469 sec): 3 clusters Score: Raw -2677810.061846 + Penalty 1947.550096 = -2675862.511750 nChanged 138 SP:Iteration 41Q (8138.819086 sec): 3 clusters Score: Raw -2677826.270141 + Penalty 1947.550096 = -2675878.720044 nChanged 127 SP:Iteration 42Q (8138.902644 sec): 3 clusters Score: Raw -2677842.978455 + Penalty 1947.550096 = -2675895.428359 nChanged 144 SP:Iteration 43Q (8138.987292 sec): 3 clusters Score: Raw -2677861.288646 + Penalty 1947.550096 = -2675913.738550 nChanged 134 SP:Iteration 44Q (8139.056444 sec): 3 clusters Score: Raw -2677876.685678 + Penalty 1947.550096 = -2675929.135582 nChanged 136 SP:Iteration 45Q (8139.131172 sec): 3 clusters Score: Raw -2677893.428275 + Penalty 1947.550096 = -2675945.878179 nChanged 135 SP:Iteration 46Q (8139.214290 sec): 3 clusters Score: Raw -2677909.776578 + Penalty 1947.550096 = -2675962.226482 nChanged 119 SP:Iteration 47Q (8139.297947 sec): 3 clusters Score: Raw -2677924.391994 + Penalty 1947.550096 = -2675976.841898 nChanged 121 SP:Iteration 48Q (8139.367856 sec): 3 clusters Score: Raw -2677939.460916 + Penalty 1947.550096 = -2675991.910820 nChanged 123 SP:Iteration 49Q (8139.453226 sec): 3 clusters Score: Raw -2677954.246056 + Penalty 1947.550096 = -2676006.695959 nChanged 114 SP:Iteration 50Q (8139.522393 sec): 3 clusters Score: Raw -2677967.538653 + Penalty 1947.550096 = -2676019.988557 nChanged 113 SP:Iteration 51Q (8139.595256 sec): 3 clusters Score: Raw -2677980.718310 + Penalty 1947.550096 = -2676033.168214 nChanged 113 SP:Iteration 52Q (8139.679731 sec): 3 clusters Score: Raw -2677992.893703 + Penalty 1947.550096 = -2676045.343607 nChanged 96 SP:Iteration 53Q (8139.763151 sec): 3 clusters Score: Raw -2678002.520182 + Penalty 1947.550096 = -2676054.970086 nChanged 98 SP:Iteration 54Q (8139.834162 sec): 3 clusters Score: Raw -2678011.584814 + Penalty 1947.550096 = -2676064.034717 nChanged 90 SP:Iteration 55Q (8139.909837 sec): 3 clusters Score: Raw -2678021.256384 + Penalty 1947.550096 = -2676073.706288 nChanged 97 SP:Iteration 56Q (8139.995377 sec): 3 clusters Score: Raw -2678032.071842 + Penalty 1947.550096 = -2676084.521745 nChanged 98 SP:Iteration 57Q (8140.079840 sec): 3 clusters Score: Raw -2678043.177367 + Penalty 1947.550096 = -2676095.627271 nChanged 100 SP:Iteration 58Q (8140.163886 sec): 3 clusters Score: Raw -2678054.703370 + Penalty 1947.550096 = -2676107.153274 nChanged 97 SP:Iteration 59Q (8140.244222 sec): 3 clusters Score: Raw -2678066.476806 + Penalty 1947.550096 = -2676118.926709 nChanged 106 SP:Iteration 60F (8140.323673 sec): 3 clusters Score: Raw -2678079.745703 + Penalty 1947.550096 = -2676132.195607 nChanged 105 SP:Iteration 61Q (8140.403440 sec): 3 clusters Score: Raw -2678091.468291 + Penalty 1947.550096 = -2676143.918195 nChanged 85 SP:Iteration 62Q (8140.484824 sec): 3 clusters Score: Raw -2678100.631367 + Penalty 1947.550096 = -2676153.081271 nChanged 99 SP:Iteration 63Q (8140.575695 sec): 3 clusters Score: Raw -2678111.844401 + Penalty 1947.550096 = -2676164.294305 nChanged 90 SP:Iteration 64Q (8140.652082 sec): 3 clusters Score: Raw -2678120.773500 + Penalty 1947.550096 = -2676173.223404 nChanged 82 SP:Iteration 65Q (8140.706766 sec): 3 clusters Score: Raw -2678128.807273 + Penalty 1947.550096 = -2676181.257177 nChanged 86 SP:Iteration 66Q (8140.760748 sec): 3 clusters Score: Raw -2678137.474214 + Penalty 1947.550096 = -2676189.924118 nChanged 84 SP:Iteration 67Q (8140.815146 sec): 3 clusters Score: Raw -2678145.752625 + Penalty 1947.550096 = -2676198.202529 nChanged 82 SP:Iteration 68Q (8140.872581 sec): 3 clusters Score: Raw -2678154.217564 + Penalty 1947.550096 = -2676206.667468 nChanged 76 SP:Iteration 69Q (8140.952254 sec): 3 clusters Score: Raw -2678161.660847 + Penalty 1947.550096 = -2676214.110751 nChanged 66 SP:Iteration 70Q (8141.048221 sec): 3 clusters Score: Raw -2678166.909000 + Penalty 1947.550096 = -2676219.358903 nChanged 58 SP:Iteration 71Q (8141.131774 sec): 3 clusters Score: Raw -2678171.646074 + Penalty 1947.550096 = -2676224.095978 nChanged 61 SP:Iteration 72Q (8141.199499 sec): 3 clusters Score: Raw -2678176.457112 + Penalty 1947.550096 = -2676228.907016 nChanged 66 SP:Iteration 73Q (8141.278129 sec): 3 clusters Score: Raw -2678182.595583 + Penalty 1947.550096 = -2676235.045487 nChanged 76 SP:Iteration 74Q (8141.367006 sec): 3 clusters Score: Raw -2678190.576432 + Penalty 1947.550096 = -2676243.026336 nChanged 85 SP:Iteration 75Q (8141.445708 sec): 3 clusters Score: Raw -2678199.159548 + Penalty 1947.550096 = -2676251.609452 nChanged 83 SP:Iteration 76Q (8141.527109 sec): 3 clusters Score: Raw -2678207.082324 + Penalty 1947.550096 = -2676259.532227 nChanged 68 SP:Iteration 77Q (8141.607703 sec): 3 clusters Score: Raw -2678212.696411 + Penalty 1947.550096 = -2676265.146314 nChanged 65 SP:Iteration 78Q (8141.683370 sec): 3 clusters Score: Raw -2678218.239288 + Penalty 1947.550096 = -2676270.689191 nChanged 64 SP:Iteration 79Q (8141.763566 sec): 3 clusters Score: Raw -2678222.749578 + Penalty 1947.550096 = -2676275.199482 nChanged 44 SP:Iteration 80F (8141.850141 sec): 3 clusters Score: Raw -2678225.281708 + Penalty 1947.550096 = -2676277.731612 nChanged 43 SP:Iteration 81Q (8141.934731 sec): 3 clusters Score: Raw -2678228.119341 + Penalty 1947.550096 = -2676280.569245 nChanged 43 SP:Iteration 82Q (8142.012974 sec): 3 clusters Score: Raw -2678230.915513 + Penalty 1947.550096 = -2676283.365417 nChanged 47 SP:Iteration 83Q (8142.109089 sec): 3 clusters Score: Raw -2678234.163142 + Penalty 1947.550096 = -2676286.613046 nChanged 46 SP:Iteration 84Q (8142.180643 sec): 3 clusters Score: Raw -2678237.089916 + Penalty 1947.550096 = -2676289.539820 nChanged 34 SP:Iteration 85Q (8142.266303 sec): 3 clusters Score: Raw -2678239.243027 + Penalty 1947.550096 = -2676291.692931 nChanged 38 SP:Iteration 86Q (8142.348019 sec): 3 clusters Score: Raw -2678242.177558 + Penalty 1947.550096 = -2676294.627462 nChanged 43 SP:Iteration 87Q (8142.442285 sec): 3 clusters Score: Raw -2678245.328809 + Penalty 1947.550096 = -2676297.778713 nChanged 35 SP:Iteration 88Q (8142.525583 sec): 3 clusters Score: Raw -2678247.624737 + Penalty 1947.550096 = -2676300.074640 nChanged 39 SP:Iteration 89Q (8142.606909 sec): 3 clusters Score: Raw -2678250.008700 + Penalty 1947.550096 = -2676302.458604 nChanged 32 SP:Iteration 90Q (8142.687874 sec): 3 clusters Score: Raw -2678251.753770 + Penalty 1947.550096 = -2676304.203674 nChanged 23 SP:Iteration 91Q (8142.756236 sec): 3 clusters Score: Raw -2678252.807882 + Penalty 1947.550096 = -2676305.257785 nChanged 20 SP:Iteration 92Q (8142.834951 sec): 3 clusters Score: Raw -2678253.829766 + Penalty 1947.550096 = -2676306.279670 nChanged 19 SP:Iteration 93Q (8142.923438 sec): 3 clusters Score: Raw -2678255.180905 + Penalty 1947.550096 = -2676307.630809 nChanged 28 SP:Iteration 94Q (8143.008456 sec): 3 clusters Score: Raw -2678257.223628 + Penalty 1947.550096 = -2676309.673532 nChanged 36 SP:Iteration 95Q (8143.085806 sec): 3 clusters Score: Raw -2678259.421733 + Penalty 1947.550096 = -2676311.871637 nChanged 26 SP:Iteration 96Q (8143.165469 sec): 3 clusters Score: Raw -2678260.603049 + Penalty 1947.550096 = -2676313.052953 nChanged 17 SP:Iteration 97Q (8143.244217 sec): 3 clusters Score: Raw -2678261.459635 + Penalty 1947.550096 = -2676313.909539 nChanged 20 SP:Iteration 98Q (8143.328490 sec): 3 clusters Score: Raw -2678262.394135 + Penalty 1947.550096 = -2676314.844039 nChanged 22 SP:Iteration 99Q (8143.410431 sec): 3 clusters Score: Raw -2678263.479174 + Penalty 1947.550096 = -2676315.929078 nChanged 26 SP:Iteration 100F (8143.500284 sec): 3 clusters Score: Raw -2678265.343468 + Penalty 1947.550096 = -2676317.793372 nChanged 23 SP:Iteration 101Q (8143.579878 sec): 3 clusters Score: Raw -2678266.627195 + Penalty 1947.550096 = -2676319.077099 nChanged 16 SP:Iteration 102Q (8143.658111 sec): 3 clusters Score: Raw -2678267.400070 + Penalty 1947.550096 = -2676319.849974 nChanged 15 SP:Iteration 103Q (8143.726683 sec): 3 clusters Score: Raw -2678268.038358 + Penalty 1947.550096 = -2676320.488262 nChanged 9 SP:Iteration 104Q (8143.812667 sec): 3 clusters Score: Raw -2678268.381662 + Penalty 1947.550096 = -2676320.831566 nChanged 10 SP:Iteration 105Q (8143.892079 sec): 3 clusters Score: Raw -2678268.762617 + Penalty 1947.550096 = -2676321.212521 nChanged 11 SP:Iteration 106Q (8143.970561 sec): 3 clusters Score: Raw -2678269.184021 + Penalty 1947.550096 = -2676321.633925 nChanged 7 SP:Iteration 107Q (8144.052426 sec): 3 clusters Score: Raw -2678269.366837 + Penalty 1947.550096 = -2676321.816741 nChanged 4 SP:Iteration 108Q (8144.133211 sec): 3 clusters Score: Raw -2678269.558258 + Penalty 1947.550096 = -2676322.008162 nChanged 7 SP:Iteration 109Q (8144.218215 sec): 3 clusters Score: Raw -2678269.771869 + Penalty 1947.550096 = -2676322.221773 nChanged 3 SP:Iteration 110Q (8144.301484 sec): 3 clusters Score: Raw -2678269.854335 + Penalty 1947.550096 = -2676322.304239 nChanged 3 SP:Iteration 111Q (8144.384944 sec): 3 clusters Score: Raw -2678269.909549 + Penalty 1947.550096 = -2676322.359453 nChanged 1 SP:Iteration 112Q (8144.458195 sec): 3 clusters Score: Raw -2678269.917381 + Penalty 1947.550096 = -2676322.367285 nChanged 1 SP:Iteration 113Q (8144.534142 sec): 3 clusters Score: Raw -2678269.945811 + Penalty 1947.550096 = -2676322.395714 nChanged 2 SP:Iteration 114Q (8144.608680 sec): 3 clusters Score: Raw -2678269.988202 + Penalty 1947.550096 = -2676322.438106 nChanged 0 SP:Iteration 115F (8144.691454 sec): 3 clusters Score: Raw -2678269.988202 + Penalty 1947.550096 = -2676322.438106 nChanged 0 Trying to split cluster 14 (6149 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8144.712540 sec): 2 clusters Score: Raw -550035.229741 + Penalty 828.784251 = -549206.445490 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8144.775551 sec): 3 clusters Score: Raw -546521.327148 + Penalty 1657.568502 = -544863.758646 nChanged 2710 SP:Iteration 1F (8144.830648 sec): 3 clusters Score: Raw -548251.173393 + Penalty 1657.568502 = -546593.604891 nChanged 480 SP:Iteration 2F (8144.849459 sec): 3 clusters Score: Raw -548601.790788 + Penalty 1657.568502 = -546944.222287 nChanged 469 SP:Iteration 3F (8144.904417 sec): 3 clusters Score: Raw -548915.740928 + Penalty 1657.568502 = -547258.172426 nChanged 398 SP:Iteration 4F (8144.964606 sec): 3 clusters Score: Raw -549166.560849 + Penalty 1657.568502 = -547508.992347 nChanged 341 SP:Iteration 5F (8145.004822 sec): 3 clusters Score: Raw -549376.701629 + Penalty 1657.568502 = -547719.133127 nChanged 276 SP:Iteration 6Q (8145.056118 sec): 3 clusters Score: Raw -549523.143478 + Penalty 1657.568502 = -547865.574976 nChanged 217 SP:Iteration 7Q (8145.120511 sec): 3 clusters Score: Raw -549625.778783 + Penalty 1657.568502 = -547968.210281 nChanged 156 SP:Iteration 8Q (8145.165593 sec): 3 clusters Score: Raw -549683.169608 + Penalty 1657.568502 = -548025.601106 nChanged 114 SP:Iteration 9Q (8145.220742 sec): 3 clusters Score: Raw -549717.982543 + Penalty 1657.568502 = -548060.414041 nChanged 75 SP:Iteration 10Q (8145.285790 sec): 3 clusters Score: Raw -549740.554307 + Penalty 1657.568502 = -548082.985806 nChanged 65 SP:Iteration 11Q (8145.339316 sec): 3 clusters Score: Raw -549762.221046 + Penalty 1657.568502 = -548104.652544 nChanged 71 SP:Iteration 12Q (8145.380082 sec): 3 clusters Score: Raw -549786.848416 + Penalty 1657.568502 = -548129.279914 nChanged 67 SP:Iteration 13Q (8145.428447 sec): 3 clusters Score: Raw -549806.287700 + Penalty 1657.568502 = -548148.719198 nChanged 56 SP:Iteration 14Q (8145.488552 sec): 3 clusters Score: Raw -549821.162055 + Penalty 1657.568502 = -548163.593553 nChanged 52 SP:Iteration 15Q (8145.531216 sec): 3 clusters Score: Raw -549836.823620 + Penalty 1657.568502 = -548179.255118 nChanged 50 SP:Iteration 16Q (8145.585752 sec): 3 clusters Score: Raw -549851.254464 + Penalty 1657.568502 = -548193.685963 nChanged 58 SP:Iteration 17Q (8145.633876 sec): 3 clusters Score: Raw -549866.396361 + Penalty 1657.568502 = -548208.827859 nChanged 46 SP:Iteration 18Q (8145.696782 sec): 3 clusters Score: Raw -549878.052423 + Penalty 1657.568502 = -548220.483921 nChanged 48 SP:Iteration 19Q (8145.738418 sec): 3 clusters Score: Raw -549891.803659 + Penalty 1657.568502 = -548234.235158 nChanged 51 SP:Iteration 20F (8145.790690 sec): 3 clusters Score: Raw -549908.124497 + Penalty 1657.568502 = -548250.555995 nChanged 51 SP:Iteration 21Q (8145.850689 sec): 3 clusters Score: Raw -549920.723342 + Penalty 1657.568502 = -548263.154840 nChanged 35 SP:Iteration 22Q (8145.894442 sec): 3 clusters Score: Raw -549927.658544 + Penalty 1657.568502 = -548270.090042 nChanged 35 SP:Iteration 23Q (8145.953333 sec): 3 clusters Score: Raw -549935.218557 + Penalty 1657.568502 = -548277.650056 nChanged 39 SP:Iteration 24Q (8146.000802 sec): 3 clusters Score: Raw -549945.237489 + Penalty 1657.568502 = -548287.668987 nChanged 43 SP:Iteration 25Q (8146.044544 sec): 3 clusters Score: Raw -549957.473542 + Penalty 1657.568502 = -548299.905041 nChanged 44 SP:Iteration 26Q (8146.100543 sec): 3 clusters Score: Raw -549970.370987 + Penalty 1657.568502 = -548312.802485 nChanged 49 SP:Iteration 27Q (8146.146063 sec): 3 clusters Score: Raw -549983.298160 + Penalty 1657.568502 = -548325.729658 nChanged 42 SP:Iteration 28Q (8146.196045 sec): 3 clusters Score: Raw -549995.745834 + Penalty 1657.568502 = -548338.177332 nChanged 49 SP:Iteration 29Q (8146.246637 sec): 3 clusters Score: Raw -550014.011051 + Penalty 1657.568502 = -548356.442549 nChanged 50 SP:Iteration 30Q (8146.307992 sec): 3 clusters Score: Raw -550033.124692 + Penalty 1657.568502 = -548375.556190 nChanged 47 SP:Iteration 31Q (8146.364148 sec): 3 clusters Score: Raw -550056.748835 + Penalty 1657.568502 = -548399.180333 nChanged 63 SP:Iteration 32Q (8146.402263 sec): 3 clusters Score: Raw -550089.877219 + Penalty 1657.568502 = -548432.308717 nChanged 71 SP:Iteration 33Q (8146.457102 sec): 3 clusters Score: Raw -550130.986298 + Penalty 1657.568502 = -548473.417797 nChanged 69 SP:Iteration 34Q (8146.514022 sec): 3 clusters Score: Raw -550175.092375 + Penalty 1657.568502 = -548517.523874 nChanged 81 SP:Iteration 35Q (8146.569310 sec): 3 clusters Score: Raw -550226.631600 + Penalty 1657.568502 = -548569.063098 nChanged 69 SP:Iteration 36Q (8146.624058 sec): 3 clusters Score: Raw -550268.132943 + Penalty 1657.568502 = -548610.564442 nChanged 58 SP:Iteration 37Q (8146.678632 sec): 3 clusters Score: Raw -550295.591318 + Penalty 1657.568502 = -548638.022816 nChanged 55 SP:Iteration 38Q (8146.733427 sec): 3 clusters Score: Raw -550317.911105 + Penalty 1657.568502 = -548660.342603 nChanged 37 SP:Iteration 39Q (8146.787629 sec): 3 clusters Score: Raw -550336.982399 + Penalty 1657.568502 = -548679.413897 nChanged 38 SP:Iteration 40F (8146.842478 sec): 3 clusters Score: Raw -550352.604837 + Penalty 1657.568502 = -548695.036335 nChanged 28 SP:Iteration 41Q (8146.897154 sec): 3 clusters Score: Raw -550362.189866 + Penalty 1657.568502 = -548704.621365 nChanged 19 SP:Iteration 42Q (8146.953667 sec): 3 clusters Score: Raw -550367.259141 + Penalty 1657.568502 = -548709.690639 nChanged 22 SP:Iteration 43Q (8147.007784 sec): 3 clusters Score: Raw -550373.242081 + Penalty 1657.568502 = -548715.673579 nChanged 16 SP:Iteration 44Q (8147.056508 sec): 3 clusters Score: Raw -550379.603956 + Penalty 1657.568502 = -548722.035454 nChanged 21 SP:Iteration 45Q (8147.107946 sec): 3 clusters Score: Raw -550387.642603 + Penalty 1657.568502 = -548730.074101 nChanged 18 SP:Iteration 46Q (8147.168564 sec): 3 clusters Score: Raw -550395.470164 + Penalty 1657.568502 = -548737.901663 nChanged 18 SP:Iteration 47Q (8147.217332 sec): 3 clusters Score: Raw -550402.056629 + Penalty 1657.568502 = -548744.488128 nChanged 16 SP:Iteration 48Q (8147.274030 sec): 3 clusters Score: Raw -550406.476437 + Penalty 1657.568502 = -548748.907935 nChanged 13 SP:Iteration 49Q (8147.331029 sec): 3 clusters Score: Raw -550410.422911 + Penalty 1657.568502 = -548752.854409 nChanged 9 SP:Iteration 50Q (8147.382701 sec): 3 clusters Score: Raw -550412.504913 + Penalty 1657.568502 = -548754.936411 nChanged 9 SP:Iteration 51Q (8147.432690 sec): 3 clusters Score: Raw -550415.084422 + Penalty 1657.568502 = -548757.515920 nChanged 14 SP:Iteration 52Q (8147.486916 sec): 3 clusters Score: Raw -550420.254224 + Penalty 1657.568502 = -548762.685723 nChanged 16 SP:Iteration 53Q (8147.550849 sec): 3 clusters Score: Raw -550425.161225 + Penalty 1657.568502 = -548767.592723 nChanged 15 SP:Iteration 54Q (8147.594874 sec): 3 clusters Score: Raw -550430.039800 + Penalty 1657.568502 = -548772.471298 nChanged 11 SP:Iteration 55Q (8147.661773 sec): 3 clusters Score: Raw -550433.483194 + Penalty 1657.568502 = -548775.914693 nChanged 12 SP:Iteration 56Q (8147.705852 sec): 3 clusters Score: Raw -550438.343317 + Penalty 1657.568502 = -548780.774815 nChanged 11 SP:Iteration 57Q (8147.755610 sec): 3 clusters Score: Raw -550442.195917 + Penalty 1657.568502 = -548784.627415 nChanged 10 SP:Iteration 58Q (8147.809116 sec): 3 clusters Score: Raw -550445.146321 + Penalty 1657.568502 = -548787.577819 nChanged 11 SP:Iteration 59Q (8147.862895 sec): 3 clusters Score: Raw -550448.291377 + Penalty 1657.568502 = -548790.722875 nChanged 9 SP:Iteration 60F (8147.915614 sec): 3 clusters Score: Raw -550450.785429 + Penalty 1657.568502 = -548793.216928 nChanged 4 SP:Iteration 61Q (8147.969096 sec): 3 clusters Score: Raw -550451.963838 + Penalty 1657.568502 = -548794.395336 nChanged 0 SP:Iteration 62F (8148.036441 sec): 3 clusters Score: Raw -550451.963838 + Penalty 1657.568502 = -548794.395336 nChanged 0 Trying to split cluster 15 (2645 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8148.053687 sec): 2 clusters Score: Raw -242198.251647 + Penalty 748.640503 = -241449.611145 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8148.105572 sec): 3 clusters Score: Raw -240846.917577 + Penalty 1497.281005 = -239349.636572 nChanged 1078 SP:Iteration 1F (8148.151562 sec): 3 clusters Score: Raw -241617.533314 + Penalty 1497.281005 = -240120.252309 nChanged 269 SP:Iteration 2F (8148.192822 sec): 3 clusters Score: Raw -241874.953633 + Penalty 1497.281005 = -240377.672628 nChanged 197 SP:Iteration 3F (8148.243670 sec): 3 clusters Score: Raw -242040.862860 + Penalty 1497.281005 = -240543.581855 nChanged 139 SP:Iteration 4F (8148.290378 sec): 3 clusters Score: Raw -242144.835444 + Penalty 1497.281005 = -240647.554438 nChanged 115 SP:Iteration 5Q (8148.341196 sec): 3 clusters Score: Raw -242222.868511 + Penalty 1497.281005 = -240725.587505 nChanged 90 SP:Iteration 6Q (8148.385974 sec): 3 clusters Score: Raw -242281.026121 + Penalty 1497.281005 = -240783.745116 nChanged 60 SP:Iteration 7Q (8148.437077 sec): 3 clusters Score: Raw -242314.569522 + Penalty 1497.281005 = -240817.288517 nChanged 37 SP:Iteration 8Q (8148.483144 sec): 3 clusters Score: Raw -242332.111565 + Penalty 1497.281005 = -240834.830559 nChanged 30 SP:Iteration 9Q (8148.523799 sec): 3 clusters Score: Raw -242347.077501 + Penalty 1497.281005 = -240849.796496 nChanged 24 SP:Iteration 10Q (8148.575226 sec): 3 clusters Score: Raw -242358.051245 + Penalty 1497.281005 = -240860.770239 nChanged 23 SP:Iteration 11Q (8148.620555 sec): 3 clusters Score: Raw -242372.782556 + Penalty 1497.281005 = -240875.501550 nChanged 26 SP:Iteration 12Q (8148.683315 sec): 3 clusters Score: Raw -242389.264440 + Penalty 1497.281005 = -240891.983435 nChanged 28 SP:Iteration 13Q (8148.712275 sec): 3 clusters Score: Raw -242408.737210 + Penalty 1497.281005 = -240911.456204 nChanged 29 SP:Iteration 14Q (8148.763201 sec): 3 clusters Score: Raw -242428.794968 + Penalty 1497.281005 = -240931.513962 nChanged 26 SP:Iteration 15Q (8148.809265 sec): 3 clusters Score: Raw -242442.422092 + Penalty 1497.281005 = -240945.141087 nChanged 18 SP:Iteration 16Q (8148.854436 sec): 3 clusters Score: Raw -242449.955648 + Penalty 1497.281005 = -240952.674642 nChanged 9 SP:Iteration 17Q (8148.905387 sec): 3 clusters Score: Raw -242452.832010 + Penalty 1497.281005 = -240955.551004 nChanged 7 SP:Iteration 18Q (8148.956383 sec): 3 clusters Score: Raw -242455.402547 + Penalty 1497.281005 = -240958.121541 nChanged 7 SP:Iteration 19Q (8149.007080 sec): 3 clusters Score: Raw -242457.539672 + Penalty 1497.281005 = -240960.258667 nChanged 9 SP:Iteration 20F (8149.047477 sec): 3 clusters Score: Raw -242461.491568 + Penalty 1497.281005 = -240964.210562 nChanged 7 SP:Iteration 21Q (8149.098348 sec): 3 clusters Score: Raw -242464.648346 + Penalty 1497.281005 = -240967.367341 nChanged 5 SP:Iteration 22Q (8149.144594 sec): 3 clusters Score: Raw -242465.418655 + Penalty 1497.281005 = -240968.137650 nChanged 3 SP:Iteration 23Q (8149.187148 sec): 3 clusters Score: Raw -242466.456214 + Penalty 1497.281005 = -240969.175209 nChanged 4 SP:Iteration 24Q (8149.237903 sec): 3 clusters Score: Raw -242467.674013 + Penalty 1497.281005 = -240970.393008 nChanged 2 SP:Iteration 25Q (8149.286706 sec): 3 clusters Score: Raw -242468.705305 + Penalty 1497.281005 = -240971.424300 nChanged 4 SP:Iteration 26Q (8149.336977 sec): 3 clusters Score: Raw -242472.546590 + Penalty 1497.281005 = -240975.265585 nChanged 5 SP:Iteration 27Q (8149.382277 sec): 3 clusters Score: Raw -242476.068862 + Penalty 1497.281005 = -240978.787857 nChanged 5 SP:Iteration 28Q (8149.433006 sec): 3 clusters Score: Raw -242477.164921 + Penalty 1497.281005 = -240979.883915 nChanged 3 SP:Iteration 29Q (8149.479176 sec): 3 clusters Score: Raw -242480.463813 + Penalty 1497.281005 = -240983.182807 nChanged 6 SP:Iteration 30Q (8149.524289 sec): 3 clusters Score: Raw -242483.785638 + Penalty 1497.281005 = -240986.504633 nChanged 2 SP:Iteration 31Q (8149.575151 sec): 3 clusters Score: Raw -242484.429703 + Penalty 1497.281005 = -240987.148698 nChanged 1 SP:Iteration 32Q (8149.626312 sec): 3 clusters Score: Raw -242485.061452 + Penalty 1497.281005 = -240987.780447 nChanged 0 SP:Iteration 33F (8149.677563 sec): 3 clusters Score: Raw -242485.061452 + Penalty 1497.281005 = -240987.780447 nChanged 0 Trying to split cluster 16 (17486 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8149.722746 sec): 2 clusters Score: Raw -1600743.536430 + Penalty 928.069805 = -1599815.466625 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8149.787604 sec): 3 clusters Score: Raw -1589837.963850 + Penalty 1856.139610 = -1587981.824241 nChanged 8113 SP:Iteration 1F (8149.853571 sec): 3 clusters Score: Raw -1594759.802301 + Penalty 1856.139610 = -1592903.662692 nChanged 1108 SP:Iteration 2F (8149.926607 sec): 3 clusters Score: Raw -1595333.795207 + Penalty 1856.139610 = -1593477.655597 nChanged 1156 SP:Iteration 3F (8149.997958 sec): 3 clusters Score: Raw -1596054.645370 + Penalty 1856.139610 = -1594198.505760 nChanged 1285 SP:Iteration 4F (8150.065154 sec): 3 clusters Score: Raw -1597008.723319 + Penalty 1856.139610 = -1595152.583710 nChanged 1253 SP:Iteration 5F (8150.133641 sec): 3 clusters Score: Raw -1598016.518432 + Penalty 1856.139610 = -1596160.378823 nChanged 1065 SP:Iteration 6F (8150.197829 sec): 3 clusters Score: Raw -1598913.574442 + Penalty 1856.139610 = -1597057.434833 nChanged 797 SP:Iteration 7Q (8150.258238 sec): 3 clusters Score: Raw -1599625.702685 + Penalty 1856.139610 = -1597769.563075 nChanged 557 SP:Iteration 8Q (8150.325392 sec): 3 clusters Score: Raw -1600146.498843 + Penalty 1856.139610 = -1598290.359233 nChanged 317 SP:Iteration 9Q (8150.394774 sec): 3 clusters Score: Raw -1600445.483832 + Penalty 1856.139610 = -1598589.344223 nChanged 198 SP:Iteration 10Q (8150.471395 sec): 3 clusters Score: Raw -1600656.140191 + Penalty 1856.139610 = -1598800.000581 nChanged 143 SP:Iteration 11Q (8150.530835 sec): 3 clusters Score: Raw -1600780.600726 + Penalty 1856.139610 = -1598924.461116 nChanged 74 SP:Iteration 12Q (8150.602575 sec): 3 clusters Score: Raw -1600827.115047 + Penalty 1856.139610 = -1598970.975437 nChanged 54 SP:Iteration 13Q (8150.670819 sec): 3 clusters Score: Raw -1600857.259330 + Penalty 1856.139610 = -1599001.119720 nChanged 41 SP:Iteration 14Q (8150.738396 sec): 3 clusters Score: Raw -1600872.661786 + Penalty 1856.139610 = -1599016.522177 nChanged 34 SP:Iteration 15Q (8150.799684 sec): 3 clusters Score: Raw -1600886.804319 + Penalty 1856.139610 = -1599030.664709 nChanged 18 SP:Iteration 16Q (8150.856726 sec): 3 clusters Score: Raw -1600895.242315 + Penalty 1856.139610 = -1599039.102705 nChanged 24 SP:Iteration 17Q (8150.924714 sec): 3 clusters Score: Raw -1600903.625894 + Penalty 1856.139610 = -1599047.486284 nChanged 11 SP:Iteration 18Q (8150.983571 sec): 3 clusters Score: Raw -1600907.477811 + Penalty 1856.139610 = -1599051.338201 nChanged 9 SP:Iteration 19Q (8151.057212 sec): 3 clusters Score: Raw -1600910.593734 + Penalty 1856.139610 = -1599054.454125 nChanged 5 SP:Iteration 20F (8151.122996 sec): 3 clusters Score: Raw -1600911.613366 + Penalty 1856.139610 = -1599055.473756 nChanged 4 SP:Iteration 21Q (8151.186911 sec): 3 clusters Score: Raw -1600912.783116 + Penalty 1856.139610 = -1599056.643506 nChanged 3 SP:Iteration 22Q (8151.235188 sec): 3 clusters Score: Raw -1600913.275081 + Penalty 1856.139610 = -1599057.135471 nChanged 3 SP:Iteration 23Q (8151.302339 sec): 3 clusters Score: Raw -1600914.331788 + Penalty 1856.139610 = -1599058.192178 nChanged 4 SP:Iteration 24Q (8151.373771 sec): 3 clusters Score: Raw -1600915.514989 + Penalty 1856.139610 = -1599059.375379 nChanged 6 SP:Iteration 25Q (8151.435451 sec): 3 clusters Score: Raw -1600919.724712 + Penalty 1856.139610 = -1599063.585103 nChanged 9 SP:Iteration 26Q (8151.485416 sec): 3 clusters Score: Raw -1600924.775265 + Penalty 1856.139610 = -1599068.635656 nChanged 7 SP:Iteration 27Q (8151.535757 sec): 3 clusters Score: Raw -1600926.911790 + Penalty 1856.139610 = -1599070.772181 nChanged 2 SP:Iteration 28Q (8151.583032 sec): 3 clusters Score: Raw -1600927.661983 + Penalty 1856.139610 = -1599071.522373 nChanged 2 SP:Iteration 29Q (8151.633918 sec): 3 clusters Score: Raw -1600928.586733 + Penalty 1856.139610 = -1599072.447124 nChanged 3 SP:Iteration 30Q (8151.706196 sec): 3 clusters Score: Raw -1600929.940075 + Penalty 1856.139610 = -1599073.800465 nChanged 3 SP:Iteration 31Q (8151.768754 sec): 3 clusters Score: Raw -1600930.790380 + Penalty 1856.139610 = -1599074.650771 nChanged 1 SP:Iteration 32Q (8151.821024 sec): 3 clusters Score: Raw -1600931.072804 + Penalty 1856.139610 = -1599074.933195 nChanged 2 SP:Iteration 33Q (8151.892604 sec): 3 clusters Score: Raw -1600931.643979 + Penalty 1856.139610 = -1599075.504369 nChanged 4 SP:Iteration 34Q (8151.956619 sec): 3 clusters Score: Raw -1600932.987039 + Penalty 1856.139610 = -1599076.847430 nChanged 3 SP:Iteration 35Q (8152.011818 sec): 3 clusters Score: Raw -1600934.025977 + Penalty 1856.139610 = -1599077.886368 nChanged 4 SP:Iteration 36Q (8152.074313 sec): 3 clusters Score: Raw -1600935.005993 + Penalty 1856.139610 = -1599078.866384 nChanged 1 SP:Iteration 37Q (8152.140579 sec): 3 clusters Score: Raw -1600935.329320 + Penalty 1856.139610 = -1599079.189710 nChanged 2 SP:Iteration 38Q (8152.202167 sec): 3 clusters Score: Raw -1600935.938030 + Penalty 1856.139610 = -1599079.798420 nChanged 1 SP:Iteration 39Q (8152.270103 sec): 3 clusters Score: Raw -1600936.002214 + Penalty 1856.139610 = -1599079.862604 nChanged 0 SP:Iteration 40F (8152.348597 sec): 3 clusters Score: Raw -1600936.002214 + Penalty 1856.139610 = -1599079.862604 nChanged 0 Trying to split cluster 17 (57805 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8152.433036 sec): 2 clusters Score: Raw -5294498.916394 + Penalty 1041.658903 = -5293457.257491 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8152.550534 sec): 3 clusters Score: Raw -5256814.916923 + Penalty 2083.317806 = -5254731.599117 nChanged 27715 SP:Iteration 1F (8152.675463 sec): 3 clusters Score: Raw -5273416.138864 + Penalty 2083.317806 = -5271332.821058 nChanged 2519 SP:Iteration 2Q (8152.795748 sec): 3 clusters Score: Raw -5274283.495853 + Penalty 2083.317806 = -5272200.178047 nChanged 2829 SP:Iteration 3Q (8152.935076 sec): 3 clusters Score: Raw -5275543.065897 + Penalty 2083.317806 = -5273459.748091 nChanged 3393 SP:Iteration 4F (8153.044889 sec): 3 clusters Score: Raw -5277519.091347 + Penalty 2083.317806 = -5275435.773541 nChanged 3969 SP:Iteration 5F (8153.169482 sec): 3 clusters Score: Raw -5280433.233729 + Penalty 2083.317806 = -5278349.915923 nChanged 4259 SP:Iteration 6F (8153.303482 sec): 3 clusters Score: Raw -5284071.712582 + Penalty 2083.317806 = -5281988.394776 nChanged 3989 SP:Iteration 7F (8153.427780 sec): 3 clusters Score: Raw -5287786.794955 + Penalty 2083.317806 = -5285703.477150 nChanged 3208 SP:Iteration 8F (8153.550635 sec): 3 clusters Score: Raw -5290876.974968 + Penalty 2083.317806 = -5288793.657162 nChanged 2042 SP:Iteration 9Q (8153.638793 sec): 3 clusters Score: Raw -5292840.908156 + Penalty 2083.317806 = -5290757.590350 nChanged 1109 SP:Iteration 10Q (8153.755952 sec): 3 clusters Score: Raw -5293873.646606 + Penalty 2083.317806 = -5291790.328800 nChanged 494 SP:Iteration 11Q (8153.865970 sec): 3 clusters Score: Raw -5294339.876234 + Penalty 2083.317806 = -5292256.558428 nChanged 173 SP:Iteration 12Q (8153.979834 sec): 3 clusters Score: Raw -5294499.713313 + Penalty 2083.317806 = -5292416.395507 nChanged 57 SP:Iteration 13Q (8154.082994 sec): 3 clusters Score: Raw -5294557.221745 + Penalty 2083.317806 = -5292473.903939 nChanged 28 SP:Iteration 14Q (8154.197641 sec): 3 clusters Score: Raw -5294585.496338 + Penalty 2083.317806 = -5292502.178532 nChanged 9 SP:Iteration 15Q (8154.308985 sec): 3 clusters Score: Raw -5294595.379610 + Penalty 2083.317806 = -5292512.061804 nChanged 10 SP:Iteration 16Q (8154.418298 sec): 3 clusters Score: Raw -5294604.811943 + Penalty 2083.317806 = -5292521.494137 nChanged 3 SP:Iteration 17Q (8154.527558 sec): 3 clusters Score: Raw -5294608.887871 + Penalty 2083.317806 = -5292525.570065 nChanged 3 SP:Iteration 18Q (8154.637043 sec): 3 clusters Score: Raw -5294613.021812 + Penalty 2083.317806 = -5292529.704006 nChanged 4 SP:Iteration 19Q (8154.746118 sec): 3 clusters Score: Raw -5294621.956289 + Penalty 2083.317806 = -5292538.638484 nChanged 7 SP:Iteration 20F (8154.858794 sec): 3 clusters Score: Raw -5294626.610985 + Penalty 2083.317806 = -5292543.293179 nChanged 2 SP:Iteration 21Q (8154.976713 sec): 3 clusters Score: Raw -5294628.128638 + Penalty 2083.317806 = -5292544.810832 nChanged 2 SP:Iteration 22Q (8155.085048 sec): 3 clusters Score: Raw -5294629.794033 + Penalty 2083.317806 = -5292546.476228 nChanged 2 SP:Iteration 23Q (8155.177601 sec): 3 clusters Score: Raw -5294631.595273 + Penalty 2083.317806 = -5292548.277468 nChanged 3 SP:Iteration 24Q (8155.280717 sec): 3 clusters Score: Raw -5294636.013996 + Penalty 2083.317806 = -5292552.696190 nChanged 1 SP:Iteration 25Q (8155.376376 sec): 3 clusters Score: Raw -5294636.454815 + Penalty 2083.317806 = -5292553.137009 nChanged 0 SP:Iteration 26F (8155.493839 sec): 3 clusters Score: Raw -5294636.454815 + Penalty 2083.317806 = -5292553.137009 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8155.515169 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8155.557644 sec): 3 clusters Score: Raw -156018.220870 + Penalty 1420.422134 = -154597.798736 nChanged 653 SP:Iteration 1F (8155.608811 sec): 3 clusters Score: Raw -156437.602877 + Penalty 1420.422134 = -155017.180743 nChanged 151 SP:Iteration 2F (8155.651075 sec): 3 clusters Score: Raw -156549.154030 + Penalty 1420.422134 = -155128.731896 nChanged 111 SP:Iteration 3F (8155.710307 sec): 3 clusters Score: Raw -156612.860646 + Penalty 1420.422134 = -155192.438512 nChanged 68 SP:Iteration 4Q (8155.754252 sec): 3 clusters Score: Raw -156645.024333 + Penalty 1420.422134 = -155224.602199 nChanged 62 SP:Iteration 5Q (8155.805675 sec): 3 clusters Score: Raw -156688.353897 + Penalty 1420.422134 = -155267.931762 nChanged 66 SP:Iteration 6Q (8155.856985 sec): 3 clusters Score: Raw -156749.529480 + Penalty 1420.422134 = -155329.107346 nChanged 78 SP:Iteration 7Q (8155.906898 sec): 3 clusters Score: Raw -156832.973547 + Penalty 1420.422134 = -155412.551413 nChanged 81 SP:Iteration 8Q (8155.957146 sec): 3 clusters Score: Raw -156900.712288 + Penalty 1420.422134 = -155480.290154 nChanged 88 SP:Iteration 9Q (8156.007234 sec): 3 clusters Score: Raw -156979.396841 + Penalty 1420.422134 = -155558.974706 nChanged 68 SP:Iteration 10Q (8156.057298 sec): 3 clusters Score: Raw -157032.910833 + Penalty 1420.422134 = -155612.488699 nChanged 58 SP:Iteration 11Q (8156.107359 sec): 3 clusters Score: Raw -157076.237467 + Penalty 1420.422134 = -155655.815333 nChanged 49 SP:Iteration 12Q (8156.151461 sec): 3 clusters Score: Raw -157108.716642 + Penalty 1420.422134 = -155688.294507 nChanged 28 SP:Iteration 13Q (8156.201666 sec): 3 clusters Score: Raw -157121.543326 + Penalty 1420.422134 = -155701.121192 nChanged 16 SP:Iteration 14Q (8156.248157 sec): 3 clusters Score: Raw -157129.092722 + Penalty 1420.422134 = -155708.670588 nChanged 5 SP:Iteration 15Q (8156.291099 sec): 3 clusters Score: Raw -157131.089796 + Penalty 1420.422134 = -155710.667662 nChanged 5 SP:Iteration 16Q (8156.341204 sec): 3 clusters Score: Raw -157132.478650 + Penalty 1420.422134 = -155712.056516 nChanged 4 SP:Iteration 17Q (8156.391348 sec): 3 clusters Score: Raw -157133.634148 + Penalty 1420.422134 = -155713.212014 nChanged 1 SP:Iteration 18Q (8156.441519 sec): 3 clusters Score: Raw -157133.937337 + Penalty 1420.422134 = -155713.515203 nChanged 1 SP:Iteration 19Q (8156.486888 sec): 3 clusters Score: Raw -157134.208641 + Penalty 1420.422134 = -155713.786507 nChanged 1 SP:Iteration 20F (8156.537136 sec): 3 clusters Score: Raw -157134.526833 + Penalty 1420.422134 = -155714.104699 nChanged 1 SP:Iteration 21Q (8156.583645 sec): 3 clusters Score: Raw -157135.068428 + Penalty 1420.422134 = -155714.646294 nChanged 0 SP:Iteration 22F (8156.629450 sec): 3 clusters Score: Raw -157135.068428 + Penalty 1420.422134 = -155714.646294 nChanged 0 Trying to split cluster 19 (28834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8156.674233 sec): 2 clusters Score: Raw -2780821.990580 + Penalty 975.584500 = -2779846.406080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8156.764340 sec): 3 clusters Score: Raw -2762491.671982 + Penalty 1951.169000 = -2760540.502982 nChanged 13482 SP:Iteration 1F (8156.826684 sec): 3 clusters Score: Raw -2770183.554215 + Penalty 1951.169000 = -2768232.385215 nChanged 993 SP:Iteration 2Q (8156.903782 sec): 3 clusters Score: Raw -2770431.098079 + Penalty 1951.169000 = -2768479.929079 nChanged 999 SP:Iteration 3Q (8156.987556 sec): 3 clusters Score: Raw -2770728.707100 + Penalty 1951.169000 = -2768777.538101 nChanged 1096 SP:Iteration 4Q (8157.059907 sec): 3 clusters Score: Raw -2771092.042233 + Penalty 1951.169000 = -2769140.873234 nChanged 1200 SP:Iteration 5Q (8157.141382 sec): 3 clusters Score: Raw -2771579.262588 + Penalty 1951.169000 = -2769628.093588 nChanged 1398 SP:Iteration 6Q (8157.223689 sec): 3 clusters Score: Raw -2772336.537203 + Penalty 1951.169000 = -2770385.368203 nChanged 1737 SP:Iteration 7F (8157.298166 sec): 3 clusters Score: Raw -2773535.166466 + Penalty 1951.169000 = -2771583.997467 nChanged 1969 SP:Iteration 8F (8157.374012 sec): 3 clusters Score: Raw -2775090.790850 + Penalty 1951.169000 = -2773139.621851 nChanged 1912 SP:Iteration 9F (8157.440521 sec): 3 clusters Score: Raw -2776673.940438 + Penalty 1951.169000 = -2774722.771438 nChanged 1636 SP:Iteration 10F (8157.524240 sec): 3 clusters Score: Raw -2778059.460983 + Penalty 1951.169000 = -2776108.291984 nChanged 1179 SP:Iteration 11Q (8157.601743 sec): 3 clusters Score: Raw -2779047.200469 + Penalty 1951.169000 = -2777096.031469 nChanged 873 SP:Iteration 12Q (8157.679755 sec): 3 clusters Score: Raw -2779747.183354 + Penalty 1951.169000 = -2777796.014354 nChanged 596 SP:Iteration 13Q (8157.757962 sec): 3 clusters Score: Raw -2780213.285250 + Penalty 1951.169000 = -2778262.116251 nChanged 380 SP:Iteration 14Q (8157.824874 sec): 3 clusters Score: Raw -2780508.780121 + Penalty 1951.169000 = -2778557.611121 nChanged 226 SP:Iteration 15Q (8157.910885 sec): 3 clusters Score: Raw -2780686.752298 + Penalty 1951.169000 = -2778735.583298 nChanged 103 SP:Iteration 16Q (8157.986030 sec): 3 clusters Score: Raw -2780763.708383 + Penalty 1951.169000 = -2778812.539383 nChanged 70 SP:Iteration 17Q (8158.051570 sec): 3 clusters Score: Raw -2780812.412195 + Penalty 1951.169000 = -2778861.243195 nChanged 46 SP:Iteration 18Q (8158.091495 sec): 3 clusters Score: Raw -2780847.901305 + Penalty 1951.169000 = -2778896.732305 nChanged 32 SP:Iteration 19Q (8158.131575 sec): 3 clusters Score: Raw -2780872.984360 + Penalty 1951.169000 = -2778921.815361 nChanged 22 SP:Iteration 20F (8158.177110 sec): 3 clusters Score: Raw -2780894.784232 + Penalty 1951.169000 = -2778943.615233 nChanged 15 SP:Iteration 21Q (8158.218216 sec): 3 clusters Score: Raw -2780910.405544 + Penalty 1951.169000 = -2778959.236545 nChanged 16 SP:Iteration 22Q (8158.303747 sec): 3 clusters Score: Raw -2780928.816010 + Penalty 1951.169000 = -2778977.647010 nChanged 9 SP:Iteration 23Q (8158.382069 sec): 3 clusters Score: Raw -2780935.840548 + Penalty 1951.169000 = -2778984.671548 nChanged 4 SP:Iteration 24Q (8158.458051 sec): 3 clusters Score: Raw -2780938.818286 + Penalty 1951.169000 = -2778987.649287 nChanged 1 SP:Iteration 25Q (8158.525523 sec): 3 clusters Score: Raw -2780939.035588 + Penalty 1951.169000 = -2778987.866588 nChanged 0 SP:Iteration 26F (8158.609136 sec): 3 clusters Score: Raw -2780939.035588 + Penalty 1951.169000 = -2778987.866588 nChanged 0 Trying to split cluster 20 (21752 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8158.664457 sec): 2 clusters Score: Raw -1857042.378830 + Penalty 948.808794 = -1856093.570036 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8158.730956 sec): 3 clusters Score: Raw -1843517.542782 + Penalty 1897.617587 = -1841619.925195 nChanged 10104 SP:Iteration 1F (8158.820574 sec): 3 clusters Score: Raw -1849343.480307 + Penalty 1897.617587 = -1847445.862720 nChanged 1129 SP:Iteration 2F (8158.888757 sec): 3 clusters Score: Raw -1849854.205866 + Penalty 1897.617587 = -1847956.588279 nChanged 1273 SP:Iteration 3F (8158.968993 sec): 3 clusters Score: Raw -1850559.463980 + Penalty 1897.617587 = -1848661.846393 nChanged 1388 SP:Iteration 4F (8159.038088 sec): 3 clusters Score: Raw -1851479.238768 + Penalty 1897.617587 = -1849581.621181 nChanged 1494 SP:Iteration 5F (8159.112936 sec): 3 clusters Score: Raw -1852639.673957 + Penalty 1897.617587 = -1850742.056369 nChanged 1421 SP:Iteration 6F (8159.182723 sec): 3 clusters Score: Raw -1853964.836681 + Penalty 1897.617587 = -1852067.219093 nChanged 1174 SP:Iteration 7F (8159.255828 sec): 3 clusters Score: Raw -1855198.761914 + Penalty 1897.617587 = -1853301.144327 nChanged 826 SP:Iteration 8Q (8159.322295 sec): 3 clusters Score: Raw -1856083.741950 + Penalty 1897.617587 = -1854186.124363 nChanged 526 SP:Iteration 9Q (8159.390660 sec): 3 clusters Score: Raw -1856514.930269 + Penalty 1897.617587 = -1854617.312682 nChanged 326 SP:Iteration 10Q (8159.459527 sec): 3 clusters Score: Raw -1856697.606405 + Penalty 1897.617587 = -1854799.988818 nChanged 207 SP:Iteration 11Q (8159.527027 sec): 3 clusters Score: Raw -1856795.870463 + Penalty 1897.617587 = -1854898.252876 nChanged 171 SP:Iteration 12Q (8159.593057 sec): 3 clusters Score: Raw -1856870.158350 + Penalty 1897.617587 = -1854972.540763 nChanged 146 SP:Iteration 13Q (8159.660692 sec): 3 clusters Score: Raw -1856932.942985 + Penalty 1897.617587 = -1855035.325398 nChanged 131 SP:Iteration 14Q (8159.728996 sec): 3 clusters Score: Raw -1856991.924221 + Penalty 1897.617587 = -1855094.306633 nChanged 113 SP:Iteration 15Q (8159.790627 sec): 3 clusters Score: Raw -1857036.885830 + Penalty 1897.617587 = -1855139.268242 nChanged 104 SP:Iteration 16Q (8159.866639 sec): 3 clusters Score: Raw -1857078.116407 + Penalty 1897.617587 = -1855180.498820 nChanged 90 SP:Iteration 17Q (8159.929512 sec): 3 clusters Score: Raw -1857113.720168 + Penalty 1897.617587 = -1855216.102580 nChanged 85 SP:Iteration 18Q (8160.003270 sec): 3 clusters Score: Raw -1857143.111505 + Penalty 1897.617587 = -1855245.493918 nChanged 61 SP:Iteration 19Q (8160.067248 sec): 3 clusters Score: Raw -1857160.047365 + Penalty 1897.617587 = -1855262.429778 nChanged 66 SP:Iteration 20F (8160.137782 sec): 3 clusters Score: Raw -1857177.583085 + Penalty 1897.617587 = -1855279.965497 nChanged 55 SP:Iteration 21Q (8160.207917 sec): 3 clusters Score: Raw -1857193.126909 + Penalty 1897.617587 = -1855295.509322 nChanged 43 SP:Iteration 22Q (8160.274281 sec): 3 clusters Score: Raw -1857208.338217 + Penalty 1897.617587 = -1855310.720630 nChanged 45 SP:Iteration 23Q (8160.344832 sec): 3 clusters Score: Raw -1857228.038476 + Penalty 1897.617587 = -1855330.420888 nChanged 42 SP:Iteration 24Q (8160.413966 sec): 3 clusters Score: Raw -1857244.972661 + Penalty 1897.617587 = -1855347.355074 nChanged 36 SP:Iteration 25Q (8160.480120 sec): 3 clusters Score: Raw -1857255.775136 + Penalty 1897.617587 = -1855358.157549 nChanged 34 SP:Iteration 26Q (8160.538205 sec): 3 clusters Score: Raw -1857266.083228 + Penalty 1897.617587 = -1855368.465640 nChanged 24 SP:Iteration 27Q (8160.602580 sec): 3 clusters Score: Raw -1857275.722605 + Penalty 1897.617587 = -1855378.105017 nChanged 21 SP:Iteration 28Q (8160.678774 sec): 3 clusters Score: Raw -1857284.273017 + Penalty 1897.617587 = -1855386.655430 nChanged 20 SP:Iteration 29Q (8160.748317 sec): 3 clusters Score: Raw -1857292.121858 + Penalty 1897.617587 = -1855394.504271 nChanged 21 SP:Iteration 30Q (8160.818447 sec): 3 clusters Score: Raw -1857301.657575 + Penalty 1897.617587 = -1855404.039987 nChanged 25 SP:Iteration 31Q (8160.890116 sec): 3 clusters Score: Raw -1857311.059149 + Penalty 1897.617587 = -1855413.441561 nChanged 16 SP:Iteration 32Q (8160.961066 sec): 3 clusters Score: Raw -1857316.277425 + Penalty 1897.617587 = -1855418.659838 nChanged 6 SP:Iteration 33Q (8161.032798 sec): 3 clusters Score: Raw -1857318.208383 + Penalty 1897.617587 = -1855420.590796 nChanged 7 SP:Iteration 34Q (8161.104354 sec): 3 clusters Score: Raw -1857319.579844 + Penalty 1897.617587 = -1855421.962257 nChanged 5 SP:Iteration 35Q (8161.175661 sec): 3 clusters Score: Raw -1857321.209810 + Penalty 1897.617587 = -1855423.592223 nChanged 2 SP:Iteration 36Q (8161.246975 sec): 3 clusters Score: Raw -1857321.413567 + Penalty 1897.617587 = -1855423.795980 nChanged 0 SP:Iteration 37F (8161.321576 sec): 3 clusters Score: Raw -1857321.413567 + Penalty 1897.617587 = -1855423.795980 nChanged 0 Trying to split cluster 21 (30828 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8161.378323 sec): 2 clusters Score: Raw -2968800.520782 + Penalty 981.936971 = -2967818.583811 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8161.457892 sec): 3 clusters Score: Raw -2949257.474693 + Penalty 1963.873943 = -2947293.600750 nChanged 14526 SP:Iteration 1F (8161.543511 sec): 3 clusters Score: Raw -2957791.660859 + Penalty 1963.873943 = -2955827.786916 nChanged 1418 SP:Iteration 2Q (8161.630827 sec): 3 clusters Score: Raw -2958280.017510 + Penalty 1963.873943 = -2956316.143567 nChanged 1474 SP:Iteration 3Q (8161.708299 sec): 3 clusters Score: Raw -2958893.535658 + Penalty 1963.873943 = -2956929.661715 nChanged 1634 SP:Iteration 4F (8161.797622 sec): 3 clusters Score: Raw -2959673.468773 + Penalty 1963.873943 = -2957709.594830 nChanged 1753 SP:Iteration 5F (8161.890169 sec): 3 clusters Score: Raw -2960613.912711 + Penalty 1963.873943 = -2958650.038768 nChanged 1847 SP:Iteration 6F (8161.967425 sec): 3 clusters Score: Raw -2961857.679372 + Penalty 1963.873943 = -2959893.805429 nChanged 1893 SP:Iteration 7F (8162.047397 sec): 3 clusters Score: Raw -2963411.659817 + Penalty 1963.873943 = -2961447.785874 nChanged 1831 SP:Iteration 8F (8162.126367 sec): 3 clusters Score: Raw -2965051.257689 + Penalty 1963.873943 = -2963087.383747 nChanged 1535 SP:Iteration 9Q (8162.206700 sec): 3 clusters Score: Raw -2966271.154401 + Penalty 1963.873943 = -2964307.280459 nChanged 1118 SP:Iteration 10Q (8162.285675 sec): 3 clusters Score: Raw -2966994.702565 + Penalty 1963.873943 = -2965030.828622 nChanged 751 SP:Iteration 11Q (8162.364393 sec): 3 clusters Score: Raw -2967402.753130 + Penalty 1963.873943 = -2965438.879187 nChanged 568 SP:Iteration 12Q (8162.458398 sec): 3 clusters Score: Raw -2967677.204993 + Penalty 1963.873943 = -2965713.331050 nChanged 500 SP:Iteration 13Q (8162.540583 sec): 3 clusters Score: Raw -2967889.337016 + Penalty 1963.873943 = -2965925.463073 nChanged 366 SP:Iteration 14Q (8162.615370 sec): 3 clusters Score: Raw -2968025.108281 + Penalty 1963.873943 = -2966061.234338 nChanged 329 SP:Iteration 15Q (8162.703083 sec): 3 clusters Score: Raw -2968144.898042 + Penalty 1963.873943 = -2966181.024099 nChanged 308 SP:Iteration 16Q (8162.785104 sec): 3 clusters Score: Raw -2968250.314664 + Penalty 1963.873943 = -2966286.440721 nChanged 277 SP:Iteration 17Q (8162.871757 sec): 3 clusters Score: Raw -2968319.505032 + Penalty 1963.873943 = -2966355.631089 nChanged 220 SP:Iteration 18Q (8162.959320 sec): 3 clusters Score: Raw -2968371.110910 + Penalty 1963.873943 = -2966407.236967 nChanged 204 SP:Iteration 19Q (8163.048745 sec): 3 clusters Score: Raw -2968414.411468 + Penalty 1963.873943 = -2966450.537526 nChanged 173 SP:Iteration 20F (8163.136634 sec): 3 clusters Score: Raw -2968447.218817 + Penalty 1963.873943 = -2966483.344874 nChanged 155 SP:Iteration 21Q (8163.211949 sec): 3 clusters Score: Raw -2968476.243488 + Penalty 1963.873943 = -2966512.369545 nChanged 141 SP:Iteration 22Q (8163.307137 sec): 3 clusters Score: Raw -2968500.145908 + Penalty 1963.873943 = -2966536.271965 nChanged 113 SP:Iteration 23Q (8163.386413 sec): 3 clusters Score: Raw -2968516.753623 + Penalty 1963.873943 = -2966552.879680 nChanged 97 SP:Iteration 24Q (8163.464634 sec): 3 clusters Score: Raw -2968531.022673 + Penalty 1963.873943 = -2966567.148730 nChanged 96 SP:Iteration 25Q (8163.546381 sec): 3 clusters Score: Raw -2968546.453169 + Penalty 1963.873943 = -2966582.579226 nChanged 101 SP:Iteration 26Q (8163.616240 sec): 3 clusters Score: Raw -2968557.175909 + Penalty 1963.873943 = -2966593.301966 nChanged 84 SP:Iteration 27Q (8163.684923 sec): 3 clusters Score: Raw -2968564.438860 + Penalty 1963.873943 = -2966600.564917 nChanged 60 SP:Iteration 28Q (8163.768600 sec): 3 clusters Score: Raw -2968570.239272 + Penalty 1963.873943 = -2966606.365329 nChanged 60 SP:Iteration 29Q (8163.851742 sec): 3 clusters Score: Raw -2968577.232758 + Penalty 1963.873943 = -2966613.358816 nChanged 63 SP:Iteration 30Q (8163.935723 sec): 3 clusters Score: Raw -2968582.678941 + Penalty 1963.873943 = -2966618.804998 nChanged 61 SP:Iteration 31Q (8164.014773 sec): 3 clusters Score: Raw -2968587.520592 + Penalty 1963.873943 = -2966623.646649 nChanged 65 SP:Iteration 32Q (8164.091786 sec): 3 clusters Score: Raw -2968593.589739 + Penalty 1963.873943 = -2966629.715796 nChanged 62 SP:Iteration 33Q (8164.175662 sec): 3 clusters Score: Raw -2968598.946214 + Penalty 1963.873943 = -2966635.072271 nChanged 50 SP:Iteration 34Q (8164.255972 sec): 3 clusters Score: Raw -2968603.087909 + Penalty 1963.873943 = -2966639.213966 nChanged 43 SP:Iteration 35Q (8164.347115 sec): 3 clusters Score: Raw -2968605.572678 + Penalty 1963.873943 = -2966641.698735 nChanged 28 SP:Iteration 36Q (8164.432297 sec): 3 clusters Score: Raw -2968607.407567 + Penalty 1963.873943 = -2966643.533624 nChanged 29 SP:Iteration 37Q (8164.512374 sec): 3 clusters Score: Raw -2968610.135019 + Penalty 1963.873943 = -2966646.261076 nChanged 31 SP:Iteration 38Q (8164.589037 sec): 3 clusters Score: Raw -2968612.257203 + Penalty 1963.873943 = -2966648.383260 nChanged 34 SP:Iteration 39Q (8164.671668 sec): 3 clusters Score: Raw -2968614.596214 + Penalty 1963.873943 = -2966650.722271 nChanged 36 SP:Iteration 40F (8164.757185 sec): 3 clusters Score: Raw -2968617.085242 + Penalty 1963.873943 = -2966653.211299 nChanged 25 SP:Iteration 41Q (8164.836843 sec): 3 clusters Score: Raw -2968618.522624 + Penalty 1963.873943 = -2966654.648681 nChanged 30 SP:Iteration 42Q (8164.913746 sec): 3 clusters Score: Raw -2968620.238026 + Penalty 1963.873943 = -2966656.364084 nChanged 21 SP:Iteration 43Q (8164.992782 sec): 3 clusters Score: Raw -2968621.277694 + Penalty 1963.873943 = -2966657.403751 nChanged 21 SP:Iteration 44Q (8165.079326 sec): 3 clusters Score: Raw -2968622.264099 + Penalty 1963.873943 = -2966658.390156 nChanged 20 SP:Iteration 45Q (8165.155989 sec): 3 clusters Score: Raw -2968623.256098 + Penalty 1963.873943 = -2966659.382155 nChanged 24 SP:Iteration 46Q (8165.231459 sec): 3 clusters Score: Raw -2968624.340305 + Penalty 1963.873943 = -2966660.466362 nChanged 22 SP:Iteration 47Q (8165.308974 sec): 3 clusters Score: Raw -2968625.301770 + Penalty 1963.873943 = -2966661.427827 nChanged 21 SP:Iteration 48Q (8165.391753 sec): 3 clusters Score: Raw -2968626.200141 + Penalty 1963.873943 = -2966662.326198 nChanged 22 SP:Iteration 49Q (8165.474579 sec): 3 clusters Score: Raw -2968627.302525 + Penalty 1963.873943 = -2966663.428582 nChanged 30 SP:Iteration 50Q (8165.553889 sec): 3 clusters Score: Raw -2968628.981624 + Penalty 1963.873943 = -2966665.107681 nChanged 23 SP:Iteration 51Q (8165.632003 sec): 3 clusters Score: Raw -2968630.039156 + Penalty 1963.873943 = -2966666.165213 nChanged 23 SP:Iteration 52Q (8165.708142 sec): 3 clusters Score: Raw -2968630.812771 + Penalty 1963.873943 = -2966666.938828 nChanged 16 SP:Iteration 53Q (8165.793781 sec): 3 clusters Score: Raw -2968631.209334 + Penalty 1963.873943 = -2966667.335391 nChanged 7 SP:Iteration 54Q (8165.876101 sec): 3 clusters Score: Raw -2968631.387370 + Penalty 1963.873943 = -2966667.513427 nChanged 8 SP:Iteration 55Q (8165.948037 sec): 3 clusters Score: Raw -2968631.690359 + Penalty 1963.873943 = -2966667.816416 nChanged 12 SP:Iteration 56Q (8166.041904 sec): 3 clusters Score: Raw -2968632.116831 + Penalty 1963.873943 = -2966668.242888 nChanged 7 SP:Iteration 57Q (8166.125704 sec): 3 clusters Score: Raw -2968632.323925 + Penalty 1963.873943 = -2966668.449982 nChanged 4 SP:Iteration 58Q (8166.202272 sec): 3 clusters Score: Raw -2968632.448673 + Penalty 1963.873943 = -2966668.574730 nChanged 5 SP:Iteration 59Q (8166.294318 sec): 3 clusters Score: Raw -2968632.542369 + Penalty 1963.873943 = -2966668.668427 nChanged 4 SP:Iteration 60F (8166.378744 sec): 3 clusters Score: Raw -2968632.650648 + Penalty 1963.873943 = -2966668.776705 nChanged 2 SP:Iteration 61Q (8166.476086 sec): 3 clusters Score: Raw -2968632.741775 + Penalty 1963.873943 = -2966668.867832 nChanged 2 SP:Iteration 62Q (8166.551394 sec): 3 clusters Score: Raw -2968632.806809 + Penalty 1963.873943 = -2966668.932866 nChanged 2 SP:Iteration 63Q (8166.644107 sec): 3 clusters Score: Raw -2968632.902138 + Penalty 1963.873943 = -2966669.028195 nChanged 5 SP:Iteration 64Q (8166.727426 sec): 3 clusters Score: Raw -2968633.079008 + Penalty 1963.873943 = -2966669.205065 nChanged 7 SP:Iteration 65Q (8166.811105 sec): 3 clusters Score: Raw -2968633.276982 + Penalty 1963.873943 = -2966669.403039 nChanged 3 SP:Iteration 66Q (8166.890227 sec): 3 clusters Score: Raw -2968633.344559 + Penalty 1963.873943 = -2966669.470616 nChanged 6 SP:Iteration 67Q (8166.975462 sec): 3 clusters Score: Raw -2968633.627927 + Penalty 1963.873943 = -2966669.753984 nChanged 12 SP:Iteration 68Q (8167.060348 sec): 3 clusters Score: Raw -2968634.154240 + Penalty 1963.873943 = -2966670.280297 nChanged 13 SP:Iteration 69Q (8167.141279 sec): 3 clusters Score: Raw -2968634.907935 + Penalty 1963.873943 = -2966671.033992 nChanged 14 SP:Iteration 70Q (8167.216704 sec): 3 clusters Score: Raw -2968635.669935 + Penalty 1963.873943 = -2966671.795992 nChanged 12 SP:Iteration 71Q (8167.302923 sec): 3 clusters Score: Raw -2968636.143668 + Penalty 1963.873943 = -2966672.269725 nChanged 12 SP:Iteration 72Q (8167.381726 sec): 3 clusters Score: Raw -2968636.578257 + Penalty 1963.873943 = -2966672.704314 nChanged 10 SP:Iteration 73Q (8167.474478 sec): 3 clusters Score: Raw -2968636.840136 + Penalty 1963.873943 = -2966672.966193 nChanged 12 SP:Iteration 74Q (8167.560026 sec): 3 clusters Score: Raw -2968637.269293 + Penalty 1963.873943 = -2966673.395350 nChanged 13 SP:Iteration 75Q (8167.650112 sec): 3 clusters Score: Raw -2968637.813112 + Penalty 1963.873943 = -2966673.939169 nChanged 13 SP:Iteration 76Q (8167.735304 sec): 3 clusters Score: Raw -2968638.455312 + Penalty 1963.873943 = -2966674.581369 nChanged 18 SP:Iteration 77Q (8167.812752 sec): 3 clusters Score: Raw -2968639.165295 + Penalty 1963.873943 = -2966675.291352 nChanged 13 SP:Iteration 78Q (8167.898664 sec): 3 clusters Score: Raw -2968639.722153 + Penalty 1963.873943 = -2966675.848210 nChanged 15 SP:Iteration 79Q (8167.991271 sec): 3 clusters Score: Raw -2968640.306834 + Penalty 1963.873943 = -2966676.432891 nChanged 16 SP:Iteration 80F (8168.081710 sec): 3 clusters Score: Raw -2968640.970338 + Penalty 1963.873943 = -2966677.096395 nChanged 9 SP:Iteration 81Q (8168.160391 sec): 3 clusters Score: Raw -2968641.300426 + Penalty 1963.873943 = -2966677.426483 nChanged 5 SP:Iteration 82Q (8168.238863 sec): 3 clusters Score: Raw -2968641.486693 + Penalty 1963.873943 = -2966677.612750 nChanged 9 SP:Iteration 83Q (8168.330083 sec): 3 clusters Score: Raw -2968641.739706 + Penalty 1963.873943 = -2966677.865763 nChanged 8 SP:Iteration 84Q (8168.415562 sec): 3 clusters Score: Raw -2968641.992246 + Penalty 1963.873943 = -2966678.118303 nChanged 8 SP:Iteration 85Q (8168.501542 sec): 3 clusters Score: Raw -2968642.267972 + Penalty 1963.873943 = -2966678.394029 nChanged 11 SP:Iteration 86Q (8168.578202 sec): 3 clusters Score: Raw -2968642.695456 + Penalty 1963.873943 = -2966678.821513 nChanged 13 SP:Iteration 87Q (8168.660889 sec): 3 clusters Score: Raw -2968643.244004 + Penalty 1963.873943 = -2966679.370061 nChanged 12 SP:Iteration 88Q (8168.738939 sec): 3 clusters Score: Raw -2968643.599367 + Penalty 1963.873943 = -2966679.725424 nChanged 9 SP:Iteration 89Q (8168.814090 sec): 3 clusters Score: Raw -2968643.883315 + Penalty 1963.873943 = -2966680.009372 nChanged 7 SP:Iteration 90Q (8168.897707 sec): 3 clusters Score: Raw -2968644.101142 + Penalty 1963.873943 = -2966680.227200 nChanged 3 SP:Iteration 91Q (8168.970818 sec): 3 clusters Score: Raw -2968644.172438 + Penalty 1963.873943 = -2966680.298495 nChanged 1 SP:Iteration 92Q (8169.060033 sec): 3 clusters Score: Raw -2968644.200929 + Penalty 1963.873943 = -2966680.326986 nChanged 1 SP:Iteration 93Q (8169.140424 sec): 3 clusters Score: Raw -2968644.213201 + Penalty 1963.873943 = -2966680.339259 nChanged 0 SP:Iteration 94F (8169.214346 sec): 3 clusters Score: Raw -2968644.213201 + Penalty 1963.873943 = -2966680.339259 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8169.377391 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8169.588143 sec): 3 clusters Score: Raw -12793448.761492 + Penalty 2243.674617 = -12791205.086875 nChanged 65237 SP:Iteration 1F (8169.792427 sec): 3 clusters Score: Raw -12832861.150815 + Penalty 2243.674617 = -12830617.476198 nChanged 5416 SP:Iteration 2Q (8170.004965 sec): 3 clusters Score: Raw -12834627.604229 + Penalty 2243.674617 = -12832383.929612 nChanged 6528 SP:Iteration 3Q (8170.230672 sec): 3 clusters Score: Raw -12837432.833658 + Penalty 2243.674617 = -12835189.159041 nChanged 7988 SP:Iteration 4F (8170.447366 sec): 3 clusters Score: Raw -12841867.395589 + Penalty 2243.674617 = -12839623.720972 nChanged 9293 SP:Iteration 5F (8170.659985 sec): 3 clusters Score: Raw -12848271.092135 + Penalty 2243.674617 = -12846027.417518 nChanged 9582 SP:Iteration 6F (8170.863585 sec): 3 clusters Score: Raw -12856064.034400 + Penalty 2243.674617 = -12853820.359783 nChanged 8376 SP:Iteration 7F (8171.056688 sec): 3 clusters Score: Raw -12863457.216720 + Penalty 2243.674617 = -12861213.542102 nChanged 6406 SP:Iteration 8Q (8171.277635 sec): 3 clusters Score: Raw -12868752.211886 + Penalty 2243.674617 = -12866508.537269 nChanged 4530 SP:Iteration 9Q (8171.472466 sec): 3 clusters Score: Raw -12871791.725946 + Penalty 2243.674617 = -12869548.051329 nChanged 3182 SP:Iteration 10Q (8171.668089 sec): 3 clusters Score: Raw -12873588.665713 + Penalty 2243.674617 = -12871344.991096 nChanged 2599 SP:Iteration 11Q (8171.873291 sec): 3 clusters Score: Raw -12874969.582638 + Penalty 2243.674617 = -12872725.908021 nChanged 2313 SP:Iteration 12Q (8172.081618 sec): 3 clusters Score: Raw -12876180.479725 + Penalty 2243.674617 = -12873936.805108 nChanged 2098 SP:Iteration 13Q (8172.272999 sec): 3 clusters Score: Raw -12877262.709261 + Penalty 2243.674617 = -12875019.034644 nChanged 1846 SP:Iteration 14Q (8172.462592 sec): 3 clusters Score: Raw -12878199.735667 + Penalty 2243.674617 = -12875956.061050 nChanged 1678 SP:Iteration 15Q (8172.652066 sec): 3 clusters Score: Raw -12879067.991251 + Penalty 2243.674617 = -12876824.316634 nChanged 1461 SP:Iteration 16Q (8172.836454 sec): 3 clusters Score: Raw -12879827.494476 + Penalty 2243.674617 = -12877583.819859 nChanged 1278 SP:Iteration 17Q (8173.017688 sec): 3 clusters Score: Raw -12880476.606911 + Penalty 2243.674617 = -12878232.932294 nChanged 1079 SP:Iteration 18Q (8173.206626 sec): 3 clusters Score: Raw -12881013.373476 + Penalty 2243.674617 = -12878769.698859 nChanged 836 SP:Iteration 19Q (8173.384145 sec): 3 clusters Score: Raw -12881406.641098 + Penalty 2243.674617 = -12879162.966481 nChanged 742 SP:Iteration 20F (8173.608351 sec): 3 clusters Score: Raw -12881751.231290 + Penalty 2243.674617 = -12879507.556673 nChanged 601 SP:Iteration 21Q (8173.794905 sec): 3 clusters Score: Raw -12882038.332606 + Penalty 2243.674617 = -12879794.657989 nChanged 515 SP:Iteration 22Q (8173.977424 sec): 3 clusters Score: Raw -12882289.598071 + Penalty 2243.674617 = -12880045.923454 nChanged 403 SP:Iteration 23Q (8174.173703 sec): 3 clusters Score: Raw -12882483.370712 + Penalty 2243.674617 = -12880239.696095 nChanged 333 SP:Iteration 24Q (8174.357308 sec): 3 clusters Score: Raw -12882637.237429 + Penalty 2243.674617 = -12880393.562812 nChanged 253 SP:Iteration 25Q (8174.535882 sec): 3 clusters Score: Raw -12882754.578048 + Penalty 2243.674617 = -12880510.903431 nChanged 197 SP:Iteration 26Q (8174.720333 sec): 3 clusters Score: Raw -12882845.690673 + Penalty 2243.674617 = -12880602.016056 nChanged 144 SP:Iteration 27Q (8174.912816 sec): 3 clusters Score: Raw -12882902.082658 + Penalty 2243.674617 = -12880658.408041 nChanged 131 SP:Iteration 28Q (8175.086449 sec): 3 clusters Score: Raw -12882951.201376 + Penalty 2243.674617 = -12880707.526759 nChanged 92 SP:Iteration 29Q (8175.274244 sec): 3 clusters Score: Raw -12882983.716654 + Penalty 2243.674617 = -12880740.042037 nChanged 84 SP:Iteration 30Q (8175.456187 sec): 3 clusters Score: Raw -12883012.093892 + Penalty 2243.674617 = -12880768.419275 nChanged 65 SP:Iteration 31Q (8175.638687 sec): 3 clusters Score: Raw -12883034.080615 + Penalty 2243.674617 = -12880790.405998 nChanged 44 SP:Iteration 32Q (8175.825766 sec): 3 clusters Score: Raw -12883047.809177 + Penalty 2243.674617 = -12880804.134559 nChanged 44 SP:Iteration 33Q (8176.002697 sec): 3 clusters Score: Raw -12883061.346400 + Penalty 2243.674617 = -12880817.671783 nChanged 32 SP:Iteration 34Q (8176.183023 sec): 3 clusters Score: Raw -12883071.614612 + Penalty 2243.674617 = -12880827.939995 nChanged 30 SP:Iteration 35Q (8176.356421 sec): 3 clusters Score: Raw -12883079.133206 + Penalty 2243.674617 = -12880835.458589 nChanged 22 SP:Iteration 36Q (8176.540178 sec): 3 clusters Score: Raw -12883087.935355 + Penalty 2243.674617 = -12880844.260738 nChanged 24 SP:Iteration 37Q (8176.727214 sec): 3 clusters Score: Raw -12883094.360686 + Penalty 2243.674617 = -12880850.686069 nChanged 19 SP:Iteration 38Q (8176.916748 sec): 3 clusters Score: Raw -12883099.465610 + Penalty 2243.674617 = -12880855.790993 nChanged 16 SP:Iteration 39Q (8177.105131 sec): 3 clusters Score: Raw -12883105.057581 + Penalty 2243.674617 = -12880861.382964 nChanged 13 SP:Iteration 40F (8177.313791 sec): 3 clusters Score: Raw -12883109.207028 + Penalty 2243.674617 = -12880865.532411 nChanged 14 SP:Iteration 41Q (8177.486405 sec): 3 clusters Score: Raw -12883114.541667 + Penalty 2243.674617 = -12880870.867050 nChanged 15 SP:Iteration 42Q (8177.648793 sec): 3 clusters Score: Raw -12883118.880006 + Penalty 2243.674617 = -12880875.205389 nChanged 13 SP:Iteration 43Q (8177.831163 sec): 3 clusters Score: Raw -12883122.164275 + Penalty 2243.674617 = -12880878.489658 nChanged 6 SP:Iteration 44Q (8178.009062 sec): 3 clusters Score: Raw -12883123.233788 + Penalty 2243.674617 = -12880879.559171 nChanged 6 SP:Iteration 45Q (8178.183357 sec): 3 clusters Score: Raw -12883124.556268 + Penalty 2243.674617 = -12880880.881651 nChanged 2 SP:Iteration 46Q (8178.350223 sec): 3 clusters Score: Raw -12883124.837064 + Penalty 2243.674617 = -12880881.162447 nChanged 1 SP:Iteration 47Q (8178.518814 sec): 3 clusters Score: Raw -12883125.217757 + Penalty 2243.674617 = -12880881.543140 nChanged 2 SP:Iteration 48Q (8178.693825 sec): 3 clusters Score: Raw -12883125.667966 + Penalty 2243.674617 = -12880881.993349 nChanged 0 SP:Iteration 49F (8178.894495 sec): 3 clusters Score: Raw -12883125.667966 + Penalty 2243.674617 = -12880881.993349 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8178.929691 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8178.976721 sec): 3 clusters Score: Raw -12925.449071 + Penalty 988.761271 = -11936.687800 nChanged 54 SP:Iteration 1F (8179.011288 sec): 3 clusters Score: Raw -13081.303016 + Penalty 988.761271 = -12092.541745 nChanged 13 SP:Iteration 2F (8179.061376 sec): 3 clusters Score: Raw -13113.624466 + Penalty 988.761271 = -12124.863195 nChanged 4 SP:Iteration 3Q (8179.098717 sec): 3 clusters Score: Raw -13123.636174 + Penalty 988.761271 = -12134.874903 nChanged 3 SP:Iteration 4Q (8179.146136 sec): 3 clusters Score: Raw -13197.952784 + Penalty 988.761271 = -12209.191514 nChanged 3 SP:Iteration 5Q (8179.192260 sec): 3 clusters Score: Raw -13224.708968 + Penalty 988.761271 = -12235.947698 nChanged 2 SP:Iteration 6Q (8179.237910 sec): 3 clusters Score: Raw -13230.438337 + Penalty 988.761271 = -12241.677066 nChanged 2 SP:Iteration 7Q (8179.271800 sec): 3 clusters Score: Raw -13237.640191 + Penalty 988.761271 = -12248.878921 nChanged 2 SP:Iteration 8Q (8179.328037 sec): 3 clusters Score: Raw -13244.737352 + Penalty 988.761271 = -12255.976081 nChanged 1 SP:Iteration 9Q (8179.371011 sec): 3 clusters Score: Raw -13247.298099 + Penalty 988.761271 = -12258.536828 nChanged 0 SP:Iteration 10F (8179.419488 sec): 3 clusters Score: Raw -13247.298099 + Penalty 988.761271 = -12258.536828 nChanged 0 Trying to split cluster 24 (5195 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8179.450072 sec): 2 clusters Score: Raw -449367.298259 + Penalty 812.767931 = -448554.530328 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8179.498982 sec): 3 clusters Score: Raw -446385.380369 + Penalty 1625.535862 = -444759.844507 nChanged 2215 SP:Iteration 1F (8179.551778 sec): 3 clusters Score: Raw -447602.546766 + Penalty 1625.535862 = -445977.010904 nChanged 392 SP:Iteration 2F (8179.602491 sec): 3 clusters Score: Raw -447832.450755 + Penalty 1625.535862 = -446206.914894 nChanged 362 SP:Iteration 3F (8179.647692 sec): 3 clusters Score: Raw -448073.126221 + Penalty 1625.535862 = -446447.590359 nChanged 346 SP:Iteration 4F (8179.705966 sec): 3 clusters Score: Raw -448340.319532 + Penalty 1625.535862 = -446714.783671 nChanged 353 SP:Iteration 5F (8179.755043 sec): 3 clusters Score: Raw -448665.262055 + Penalty 1625.535862 = -447039.726193 nChanged 376 SP:Iteration 6F (8179.812871 sec): 3 clusters Score: Raw -449019.062447 + Penalty 1625.535862 = -447393.526585 nChanged 301 SP:Iteration 7F (8179.866631 sec): 3 clusters Score: Raw -449255.782994 + Penalty 1625.535862 = -447630.247133 nChanged 219 SP:Iteration 8Q (8179.916721 sec): 3 clusters Score: Raw -449416.973911 + Penalty 1625.535862 = -447791.438049 nChanged 150 SP:Iteration 9Q (8179.961599 sec): 3 clusters Score: Raw -449489.659486 + Penalty 1625.535862 = -447864.123624 nChanged 80 SP:Iteration 10Q (8180.012781 sec): 3 clusters Score: Raw -449530.993183 + Penalty 1625.535862 = -447905.457321 nChanged 70 SP:Iteration 11Q (8180.059443 sec): 3 clusters Score: Raw -449566.095932 + Penalty 1625.535862 = -447940.560070 nChanged 59 SP:Iteration 12Q (8180.120259 sec): 3 clusters Score: Raw -449590.438317 + Penalty 1625.535862 = -447964.902455 nChanged 50 SP:Iteration 13Q (8180.162262 sec): 3 clusters Score: Raw -449618.626680 + Penalty 1625.535862 = -447993.090819 nChanged 44 SP:Iteration 14Q (8180.213409 sec): 3 clusters Score: Raw -449638.714212 + Penalty 1625.535862 = -448013.178351 nChanged 33 SP:Iteration 15Q (8180.274933 sec): 3 clusters Score: Raw -449648.189787 + Penalty 1625.535862 = -448022.653925 nChanged 25 SP:Iteration 16Q (8180.323774 sec): 3 clusters Score: Raw -449657.314792 + Penalty 1625.535862 = -448031.778931 nChanged 17 SP:Iteration 17Q (8180.378938 sec): 3 clusters Score: Raw -449664.802606 + Penalty 1625.535862 = -448039.266744 nChanged 20 SP:Iteration 18Q (8180.422126 sec): 3 clusters Score: Raw -449671.953632 + Penalty 1625.535862 = -448046.417771 nChanged 14 SP:Iteration 19Q (8180.476632 sec): 3 clusters Score: Raw -449677.218533 + Penalty 1625.535862 = -448051.682671 nChanged 15 SP:Iteration 20F (8180.510570 sec): 3 clusters Score: Raw -449681.717029 + Penalty 1625.535862 = -448056.181167 nChanged 11 SP:Iteration 21Q (8180.559480 sec): 3 clusters Score: Raw -449685.005361 + Penalty 1625.535862 = -448059.469499 nChanged 11 SP:Iteration 22Q (8180.609618 sec): 3 clusters Score: Raw -449688.111605 + Penalty 1625.535862 = -448062.575743 nChanged 13 SP:Iteration 23Q (8180.654332 sec): 3 clusters Score: Raw -449692.085025 + Penalty 1625.535862 = -448066.549163 nChanged 11 SP:Iteration 24Q (8180.716870 sec): 3 clusters Score: Raw -449695.926672 + Penalty 1625.535862 = -448070.390810 nChanged 8 SP:Iteration 25Q (8180.768360 sec): 3 clusters Score: Raw -449697.721117 + Penalty 1625.535862 = -448072.185255 nChanged 7 SP:Iteration 26Q (8180.821671 sec): 3 clusters Score: Raw -449699.670084 + Penalty 1625.535862 = -448074.134223 nChanged 4 SP:Iteration 27Q (8180.862791 sec): 3 clusters Score: Raw -449701.427292 + Penalty 1625.535862 = -448075.891430 nChanged 5 SP:Iteration 28Q (8180.909578 sec): 3 clusters Score: Raw -449703.248737 + Penalty 1625.535862 = -448077.712875 nChanged 7 SP:Iteration 29Q (8180.958670 sec): 3 clusters Score: Raw -449704.453485 + Penalty 1625.535862 = -448078.917624 nChanged 5 SP:Iteration 30Q (8181.012653 sec): 3 clusters Score: Raw -449705.081430 + Penalty 1625.535862 = -448079.545568 nChanged 1 SP:Iteration 31Q (8181.054747 sec): 3 clusters Score: Raw -449705.209038 + Penalty 1625.535862 = -448079.673177 nChanged 0 SP:Iteration 32F (8181.105246 sec): 3 clusters Score: Raw -449705.209038 + Penalty 1625.535862 = -448079.673177 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8181.154338 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8181.217044 sec): 3 clusters Score: Raw -1311828.239206 + Penalty 1810.884973 = -1310017.354232 nChanged 6293 SP:Iteration 1F (8181.275226 sec): 3 clusters Score: Raw -1315474.983221 + Penalty 1810.884973 = -1313664.098247 nChanged 754 SP:Iteration 2F (8181.342223 sec): 3 clusters Score: Raw -1315783.841981 + Penalty 1810.884973 = -1313972.957007 nChanged 655 SP:Iteration 3Q (8181.409098 sec): 3 clusters Score: Raw -1316096.089552 + Penalty 1810.884973 = -1314285.204579 nChanged 670 SP:Iteration 4Q (8181.473377 sec): 3 clusters Score: Raw -1316480.795616 + Penalty 1810.884973 = -1314669.910643 nChanged 754 SP:Iteration 5F (8181.537166 sec): 3 clusters Score: Raw -1317002.364421 + Penalty 1810.884973 = -1315191.479447 nChanged 751 SP:Iteration 6F (8181.595132 sec): 3 clusters Score: Raw -1317578.527608 + Penalty 1810.884973 = -1315767.642635 nChanged 688 SP:Iteration 7Q (8181.663729 sec): 3 clusters Score: Raw -1318021.887055 + Penalty 1810.884973 = -1316211.002082 nChanged 531 SP:Iteration 8Q (8181.715574 sec): 3 clusters Score: Raw -1318295.329952 + Penalty 1810.884973 = -1316484.444979 nChanged 388 SP:Iteration 9Q (8181.781281 sec): 3 clusters Score: Raw -1318450.204042 + Penalty 1810.884973 = -1316639.319069 nChanged 281 SP:Iteration 10Q (8181.849231 sec): 3 clusters Score: Raw -1318562.977820 + Penalty 1810.884973 = -1316752.092847 nChanged 234 SP:Iteration 11Q (8181.914714 sec): 3 clusters Score: Raw -1318651.771966 + Penalty 1810.884973 = -1316840.886992 nChanged 225 SP:Iteration 12Q (8181.971002 sec): 3 clusters Score: Raw -1318737.609276 + Penalty 1810.884973 = -1316926.724302 nChanged 208 SP:Iteration 13Q (8182.045948 sec): 3 clusters Score: Raw -1318822.039376 + Penalty 1810.884973 = -1317011.154402 nChanged 196 SP:Iteration 14Q (8182.101432 sec): 3 clusters Score: Raw -1318904.992958 + Penalty 1810.884973 = -1317094.107985 nChanged 197 SP:Iteration 15Q (8182.166519 sec): 3 clusters Score: Raw -1318988.828163 + Penalty 1810.884973 = -1317177.943190 nChanged 204 SP:Iteration 16Q (8182.239558 sec): 3 clusters Score: Raw -1319088.368666 + Penalty 1810.884973 = -1317277.483693 nChanged 207 SP:Iteration 17Q (8182.300443 sec): 3 clusters Score: Raw -1319185.296169 + Penalty 1810.884973 = -1317374.411196 nChanged 196 SP:Iteration 18Q (8182.356874 sec): 3 clusters Score: Raw -1319271.426207 + Penalty 1810.884973 = -1317460.541234 nChanged 188 SP:Iteration 19Q (8182.417250 sec): 3 clusters Score: Raw -1319359.728631 + Penalty 1810.884973 = -1317548.843657 nChanged 190 SP:Iteration 20F (8182.478370 sec): 3 clusters Score: Raw -1319451.272589 + Penalty 1810.884973 = -1317640.387616 nChanged 176 SP:Iteration 21Q (8182.535496 sec): 3 clusters Score: Raw -1319533.820192 + Penalty 1810.884973 = -1317722.935219 nChanged 168 SP:Iteration 22Q (8182.590527 sec): 3 clusters Score: Raw -1319615.617613 + Penalty 1810.884973 = -1317804.732640 nChanged 154 SP:Iteration 23Q (8182.643728 sec): 3 clusters Score: Raw -1319694.295103 + Penalty 1810.884973 = -1317883.410129 nChanged 155 SP:Iteration 24Q (8182.715234 sec): 3 clusters Score: Raw -1319769.023619 + Penalty 1810.884973 = -1317958.138645 nChanged 131 SP:Iteration 25Q (8182.765981 sec): 3 clusters Score: Raw -1319837.311893 + Penalty 1810.884973 = -1318026.426919 nChanged 131 SP:Iteration 26Q (8182.826539 sec): 3 clusters Score: Raw -1319908.576374 + Penalty 1810.884973 = -1318097.691400 nChanged 106 SP:Iteration 27Q (8182.888864 sec): 3 clusters Score: Raw -1319961.173001 + Penalty 1810.884973 = -1318150.288028 nChanged 105 SP:Iteration 28Q (8182.949724 sec): 3 clusters Score: Raw -1320011.538537 + Penalty 1810.884973 = -1318200.653564 nChanged 83 SP:Iteration 29Q (8183.008509 sec): 3 clusters Score: Raw -1320058.227069 + Penalty 1810.884973 = -1318247.342096 nChanged 88 SP:Iteration 30Q (8183.058601 sec): 3 clusters Score: Raw -1320110.199947 + Penalty 1810.884973 = -1318299.314973 nChanged 72 SP:Iteration 31Q (8183.126261 sec): 3 clusters Score: Raw -1320151.135500 + Penalty 1810.884973 = -1318340.250527 nChanged 50 SP:Iteration 32Q (8183.173954 sec): 3 clusters Score: Raw -1320175.981046 + Penalty 1810.884973 = -1318365.096073 nChanged 36 SP:Iteration 33Q (8183.240724 sec): 3 clusters Score: Raw -1320191.459636 + Penalty 1810.884973 = -1318380.574663 nChanged 29 SP:Iteration 34Q (8183.303967 sec): 3 clusters Score: Raw -1320203.563434 + Penalty 1810.884973 = -1318392.678461 nChanged 29 SP:Iteration 35Q (8183.357830 sec): 3 clusters Score: Raw -1320211.402581 + Penalty 1810.884973 = -1318400.517607 nChanged 13 SP:Iteration 36Q (8183.430422 sec): 3 clusters Score: Raw -1320216.467844 + Penalty 1810.884973 = -1318405.582870 nChanged 14 SP:Iteration 37Q (8183.493214 sec): 3 clusters Score: Raw -1320222.816539 + Penalty 1810.884973 = -1318411.931565 nChanged 12 SP:Iteration 38Q (8183.551850 sec): 3 clusters Score: Raw -1320227.639342 + Penalty 1810.884973 = -1318416.754368 nChanged 8 SP:Iteration 39Q (8183.611482 sec): 3 clusters Score: Raw -1320230.726470 + Penalty 1810.884973 = -1318419.841497 nChanged 12 SP:Iteration 40F (8183.662699 sec): 3 clusters Score: Raw -1320236.016407 + Penalty 1810.884973 = -1318425.131433 nChanged 14 SP:Iteration 41Q (8183.722237 sec): 3 clusters Score: Raw -1320243.346427 + Penalty 1810.884973 = -1318432.461453 nChanged 17 SP:Iteration 42Q (8183.782006 sec): 3 clusters Score: Raw -1320250.905453 + Penalty 1810.884973 = -1318440.020479 nChanged 9 SP:Iteration 43Q (8183.840527 sec): 3 clusters Score: Raw -1320254.121609 + Penalty 1810.884973 = -1318443.236635 nChanged 5 SP:Iteration 44Q (8183.903918 sec): 3 clusters Score: Raw -1320255.698150 + Penalty 1810.884973 = -1318444.813177 nChanged 7 SP:Iteration 45Q (8183.966505 sec): 3 clusters Score: Raw -1320259.146849 + Penalty 1810.884973 = -1318448.261876 nChanged 8 SP:Iteration 46Q (8184.028836 sec): 3 clusters Score: Raw -1320263.081761 + Penalty 1810.884973 = -1318452.196788 nChanged 9 SP:Iteration 47Q (8184.091105 sec): 3 clusters Score: Raw -1320266.500869 + Penalty 1810.884973 = -1318455.615895 nChanged 11 SP:Iteration 48Q (8184.154529 sec): 3 clusters Score: Raw -1320272.129210 + Penalty 1810.884973 = -1318461.244236 nChanged 9 SP:Iteration 49Q (8184.216872 sec): 3 clusters Score: Raw -1320277.425616 + Penalty 1810.884973 = -1318466.540643 nChanged 13 SP:Iteration 50Q (8184.268530 sec): 3 clusters Score: Raw -1320283.614824 + Penalty 1810.884973 = -1318472.729850 nChanged 10 SP:Iteration 51Q (8184.329824 sec): 3 clusters Score: Raw -1320289.487904 + Penalty 1810.884973 = -1318478.602931 nChanged 14 SP:Iteration 52Q (8184.383289 sec): 3 clusters Score: Raw -1320298.332825 + Penalty 1810.884973 = -1318487.447851 nChanged 17 SP:Iteration 53Q (8184.446214 sec): 3 clusters Score: Raw -1320307.825472 + Penalty 1810.884973 = -1318496.940498 nChanged 10 SP:Iteration 54Q (8184.508620 sec): 3 clusters Score: Raw -1320312.403006 + Penalty 1810.884973 = -1318501.518033 nChanged 9 SP:Iteration 55Q (8184.570483 sec): 3 clusters Score: Raw -1320317.347900 + Penalty 1810.884973 = -1318506.462927 nChanged 10 SP:Iteration 56Q (8184.631942 sec): 3 clusters Score: Raw -1320323.184897 + Penalty 1810.884973 = -1318512.299923 nChanged 12 SP:Iteration 57Q (8184.692155 sec): 3 clusters Score: Raw -1320330.568863 + Penalty 1810.884973 = -1318519.683889 nChanged 6 SP:Iteration 58Q (8184.750948 sec): 3 clusters Score: Raw -1320335.994018 + Penalty 1810.884973 = -1318525.109044 nChanged 8 SP:Iteration 59Q (8184.804294 sec): 3 clusters Score: Raw -1320342.678596 + Penalty 1810.884973 = -1318531.793623 nChanged 8 SP:Iteration 60F (8184.875175 sec): 3 clusters Score: Raw -1320348.743437 + Penalty 1810.884973 = -1318537.858464 nChanged 8 SP:Iteration 61Q (8184.940412 sec): 3 clusters Score: Raw -1320353.735812 + Penalty 1810.884973 = -1318542.850839 nChanged 5 SP:Iteration 62Q (8185.004803 sec): 3 clusters Score: Raw -1320357.107896 + Penalty 1810.884973 = -1318546.222922 nChanged 7 SP:Iteration 63Q (8185.062523 sec): 3 clusters Score: Raw -1320361.849376 + Penalty 1810.884973 = -1318550.964403 nChanged 6 SP:Iteration 64Q (8185.135371 sec): 3 clusters Score: Raw -1320365.700068 + Penalty 1810.884973 = -1318554.815094 nChanged 7 SP:Iteration 65Q (8185.188243 sec): 3 clusters Score: Raw -1320372.718663 + Penalty 1810.884973 = -1318561.833690 nChanged 9 SP:Iteration 66Q (8185.227917 sec): 3 clusters Score: Raw -1320379.918857 + Penalty 1810.884973 = -1318569.033884 nChanged 7 SP:Iteration 67Q (8185.289612 sec): 3 clusters Score: Raw -1320385.195051 + Penalty 1810.884973 = -1318574.310077 nChanged 7 SP:Iteration 68Q (8185.345258 sec): 3 clusters Score: Raw -1320390.044386 + Penalty 1810.884973 = -1318579.159412 nChanged 8 SP:Iteration 69Q (8185.407691 sec): 3 clusters Score: Raw -1320393.317479 + Penalty 1810.884973 = -1318582.432506 nChanged 5 SP:Iteration 70Q (8185.469484 sec): 3 clusters Score: Raw -1320398.281577 + Penalty 1810.884973 = -1318587.396604 nChanged 4 SP:Iteration 71Q (8185.528316 sec): 3 clusters Score: Raw -1320402.982712 + Penalty 1810.884973 = -1318592.097739 nChanged 6 SP:Iteration 72Q (8185.590156 sec): 3 clusters Score: Raw -1320409.112103 + Penalty 1810.884973 = -1318598.227130 nChanged 4 SP:Iteration 73Q (8185.648166 sec): 3 clusters Score: Raw -1320414.252216 + Penalty 1810.884973 = -1318603.367242 nChanged 5 SP:Iteration 74Q (8185.703117 sec): 3 clusters Score: Raw -1320416.840228 + Penalty 1810.884973 = -1318605.955255 nChanged 1 SP:Iteration 75Q (8185.764824 sec): 3 clusters Score: Raw -1320417.447168 + Penalty 1810.884973 = -1318606.562194 nChanged 0 SP:Iteration 76F (8185.829643 sec): 3 clusters Score: Raw -1320417.447168 + Penalty 1810.884973 = -1318606.562194 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8185.869217 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8185.910067 sec): 3 clusters Score: Raw -299901.756436 + Penalty 1540.981175 = -298360.775261 nChanged 1378 SP:Iteration 1F (8185.958583 sec): 3 clusters Score: Raw -300770.955336 + Penalty 1540.981175 = -299229.974161 nChanged 286 SP:Iteration 2F (8186.010091 sec): 3 clusters Score: Raw -300978.272938 + Penalty 1540.981175 = -299437.291763 nChanged 219 SP:Iteration 3F (8186.073639 sec): 3 clusters Score: Raw -301131.437800 + Penalty 1540.981175 = -299590.456624 nChanged 167 SP:Iteration 4F (8186.114365 sec): 3 clusters Score: Raw -301254.403493 + Penalty 1540.981175 = -299713.422318 nChanged 145 SP:Iteration 5Q (8186.165020 sec): 3 clusters Score: Raw -301372.263069 + Penalty 1540.981175 = -299831.281894 nChanged 145 SP:Iteration 6Q (8186.216401 sec): 3 clusters Score: Raw -301477.396657 + Penalty 1540.981175 = -299936.415482 nChanged 121 SP:Iteration 7Q (8186.262615 sec): 3 clusters Score: Raw -301554.829352 + Penalty 1540.981175 = -300013.848177 nChanged 86 SP:Iteration 8Q (8186.314412 sec): 3 clusters Score: Raw -301616.126593 + Penalty 1540.981175 = -300075.145418 nChanged 72 SP:Iteration 9Q (8186.355387 sec): 3 clusters Score: Raw -301680.838773 + Penalty 1540.981175 = -300139.857598 nChanged 76 SP:Iteration 10Q (8186.406766 sec): 3 clusters Score: Raw -301752.129969 + Penalty 1540.981175 = -300211.148794 nChanged 73 SP:Iteration 11Q (8186.454195 sec): 3 clusters Score: Raw -301837.631632 + Penalty 1540.981175 = -300296.650457 nChanged 83 SP:Iteration 12Q (8186.500060 sec): 3 clusters Score: Raw -301935.002344 + Penalty 1540.981175 = -300394.021169 nChanged 72 SP:Iteration 13Q (8186.544178 sec): 3 clusters Score: Raw -301982.612353 + Penalty 1540.981175 = -300441.631177 nChanged 57 SP:Iteration 14Q (8186.588958 sec): 3 clusters Score: Raw -302015.931314 + Penalty 1540.981175 = -300474.950139 nChanged 49 SP:Iteration 15Q (8186.633306 sec): 3 clusters Score: Raw -302041.700472 + Penalty 1540.981175 = -300500.719297 nChanged 38 SP:Iteration 16Q (8186.677754 sec): 3 clusters Score: Raw -302066.399191 + Penalty 1540.981175 = -300525.418016 nChanged 33 SP:Iteration 17Q (8186.727621 sec): 3 clusters Score: Raw -302088.477244 + Penalty 1540.981175 = -300547.496069 nChanged 29 SP:Iteration 18Q (8186.774915 sec): 3 clusters Score: Raw -302109.893836 + Penalty 1540.981175 = -300568.912661 nChanged 32 SP:Iteration 19Q (8186.826197 sec): 3 clusters Score: Raw -302126.822289 + Penalty 1540.981175 = -300585.841114 nChanged 29 SP:Iteration 20F (8186.871826 sec): 3 clusters Score: Raw -302144.133644 + Penalty 1540.981175 = -300603.152469 nChanged 31 SP:Iteration 21Q (8186.923921 sec): 3 clusters Score: Raw -302162.327475 + Penalty 1540.981175 = -300621.346300 nChanged 36 SP:Iteration 22Q (8186.975338 sec): 3 clusters Score: Raw -302193.793148 + Penalty 1540.981175 = -300652.811973 nChanged 39 SP:Iteration 23Q (8187.024217 sec): 3 clusters Score: Raw -302225.488573 + Penalty 1540.981175 = -300684.507398 nChanged 37 SP:Iteration 24Q (8187.087182 sec): 3 clusters Score: Raw -302247.338429 + Penalty 1540.981175 = -300706.357254 nChanged 29 SP:Iteration 25Q (8187.127800 sec): 3 clusters Score: Raw -302259.001571 + Penalty 1540.981175 = -300718.020396 nChanged 21 SP:Iteration 26Q (8187.183025 sec): 3 clusters Score: Raw -302267.531001 + Penalty 1540.981175 = -300726.549826 nChanged 20 SP:Iteration 27Q (8187.236433 sec): 3 clusters Score: Raw -302274.358210 + Penalty 1540.981175 = -300733.377035 nChanged 19 SP:Iteration 28Q (8187.275497 sec): 3 clusters Score: Raw -302279.439240 + Penalty 1540.981175 = -300738.458065 nChanged 8 SP:Iteration 29Q (8187.334404 sec): 3 clusters Score: Raw -302282.170993 + Penalty 1540.981175 = -300741.189818 nChanged 10 SP:Iteration 30Q (8187.369484 sec): 3 clusters Score: Raw -302285.460472 + Penalty 1540.981175 = -300744.479297 nChanged 8 SP:Iteration 31Q (8187.414702 sec): 3 clusters Score: Raw -302287.631179 + Penalty 1540.981175 = -300746.650004 nChanged 4 SP:Iteration 32Q (8187.458087 sec): 3 clusters Score: Raw -302289.390728 + Penalty 1540.981175 = -300748.409553 nChanged 6 SP:Iteration 33Q (8187.498460 sec): 3 clusters Score: Raw -302291.505153 + Penalty 1540.981175 = -300750.523978 nChanged 5 SP:Iteration 34Q (8187.541300 sec): 3 clusters Score: Raw -302293.248349 + Penalty 1540.981175 = -300752.267174 nChanged 7 SP:Iteration 35Q (8187.591937 sec): 3 clusters Score: Raw -302295.414490 + Penalty 1540.981175 = -300754.433315 nChanged 4 SP:Iteration 36Q (8187.638720 sec): 3 clusters Score: Raw -302296.497954 + Penalty 1540.981175 = -300755.516778 nChanged 5 SP:Iteration 37Q (8187.680997 sec): 3 clusters Score: Raw -302298.162290 + Penalty 1540.981175 = -300757.181115 nChanged 8 SP:Iteration 38Q (8187.731529 sec): 3 clusters Score: Raw -302300.311974 + Penalty 1540.981175 = -300759.330799 nChanged 8 SP:Iteration 39Q (8187.781722 sec): 3 clusters Score: Raw -302302.937761 + Penalty 1540.981175 = -300761.956586 nChanged 7 SP:Iteration 40F (8187.836748 sec): 3 clusters Score: Raw -302307.288381 + Penalty 1540.981175 = -300766.307206 nChanged 8 SP:Iteration 41Q (8187.883052 sec): 3 clusters Score: Raw -302310.089661 + Penalty 1540.981175 = -300769.108486 nChanged 8 SP:Iteration 42Q (8187.920487 sec): 3 clusters Score: Raw -302311.990363 + Penalty 1540.981175 = -300771.009187 nChanged 6 SP:Iteration 43Q (8187.960870 sec): 3 clusters Score: Raw -302313.063048 + Penalty 1540.981175 = -300772.081873 nChanged 2 SP:Iteration 44Q (8188.013052 sec): 3 clusters Score: Raw -302313.264892 + Penalty 1540.981175 = -300772.283717 nChanged 2 SP:Iteration 45Q (8188.052271 sec): 3 clusters Score: Raw -302313.509511 + Penalty 1540.981175 = -300772.528336 nChanged 0 SP:Iteration 46F (8188.095794 sec): 3 clusters Score: Raw -302313.509511 + Penalty 1540.981175 = -300772.528336 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8188.126726 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8188.167916 sec): 3 clusters Score: Raw -402226.474975 + Penalty 1592.068802 = -400634.406173 nChanged 1826 SP:Iteration 1F (8188.211226 sec): 3 clusters Score: Raw -403217.845023 + Penalty 1592.068802 = -401625.776221 nChanged 306 SP:Iteration 2F (8188.267621 sec): 3 clusters Score: Raw -403375.628921 + Penalty 1592.068802 = -401783.560119 nChanged 237 SP:Iteration 3F (8188.312258 sec): 3 clusters Score: Raw -403522.259403 + Penalty 1592.068802 = -401930.190601 nChanged 218 SP:Iteration 4F (8188.365113 sec): 3 clusters Score: Raw -403654.535742 + Penalty 1592.068802 = -402062.466941 nChanged 200 SP:Iteration 5Q (8188.419194 sec): 3 clusters Score: Raw -403784.066204 + Penalty 1592.068802 = -402191.997402 nChanged 204 SP:Iteration 6Q (8188.469175 sec): 3 clusters Score: Raw -403915.267340 + Penalty 1592.068802 = -402323.198538 nChanged 188 SP:Iteration 7Q (8188.522639 sec): 3 clusters Score: Raw -404029.006793 + Penalty 1592.068802 = -402436.937991 nChanged 169 SP:Iteration 8Q (8188.562195 sec): 3 clusters Score: Raw -404118.793931 + Penalty 1592.068802 = -402526.725129 nChanged 135 SP:Iteration 9Q (8188.614298 sec): 3 clusters Score: Raw -404184.326369 + Penalty 1592.068802 = -402592.257567 nChanged 109 SP:Iteration 10Q (8188.659889 sec): 3 clusters Score: Raw -404238.368279 + Penalty 1592.068802 = -402646.299477 nChanged 94 SP:Iteration 11Q (8188.706806 sec): 3 clusters Score: Raw -404280.047465 + Penalty 1592.068802 = -402687.978663 nChanged 78 SP:Iteration 12Q (8188.755231 sec): 3 clusters Score: Raw -404315.643444 + Penalty 1592.068802 = -402723.574642 nChanged 69 SP:Iteration 13Q (8188.803934 sec): 3 clusters Score: Raw -404349.339784 + Penalty 1592.068802 = -402757.270982 nChanged 75 SP:Iteration 14Q (8188.850363 sec): 3 clusters Score: Raw -404385.563331 + Penalty 1592.068802 = -402793.494529 nChanged 80 SP:Iteration 15Q (8188.897477 sec): 3 clusters Score: Raw -404431.707496 + Penalty 1592.068802 = -402839.638694 nChanged 82 SP:Iteration 16Q (8188.940545 sec): 3 clusters Score: Raw -404479.073341 + Penalty 1592.068802 = -402887.004539 nChanged 63 SP:Iteration 17Q (8188.990405 sec): 3 clusters Score: Raw -404514.846377 + Penalty 1592.068802 = -402922.777575 nChanged 64 SP:Iteration 18Q (8189.037890 sec): 3 clusters Score: Raw -404549.882319 + Penalty 1592.068802 = -402957.813517 nChanged 52 SP:Iteration 19Q (8189.090774 sec): 3 clusters Score: Raw -404575.362941 + Penalty 1592.068802 = -402983.294139 nChanged 46 SP:Iteration 20F (8189.142412 sec): 3 clusters Score: Raw -404602.010562 + Penalty 1592.068802 = -403009.941760 nChanged 51 SP:Iteration 21Q (8189.192844 sec): 3 clusters Score: Raw -404624.714007 + Penalty 1592.068802 = -403032.645205 nChanged 33 SP:Iteration 22Q (8189.242678 sec): 3 clusters Score: Raw -404638.571597 + Penalty 1592.068802 = -403046.502795 nChanged 36 SP:Iteration 23Q (8189.278276 sec): 3 clusters Score: Raw -404657.268478 + Penalty 1592.068802 = -403065.199676 nChanged 39 SP:Iteration 24Q (8189.332083 sec): 3 clusters Score: Raw -404678.526890 + Penalty 1592.068802 = -403086.458088 nChanged 39 SP:Iteration 25Q (8189.367911 sec): 3 clusters Score: Raw -404697.157836 + Penalty 1592.068802 = -403105.089034 nChanged 29 SP:Iteration 26Q (8189.413846 sec): 3 clusters Score: Raw -404711.784477 + Penalty 1592.068802 = -403119.715675 nChanged 31 SP:Iteration 27Q (8189.460355 sec): 3 clusters Score: Raw -404725.839918 + Penalty 1592.068802 = -403133.771116 nChanged 26 SP:Iteration 28Q (8189.496608 sec): 3 clusters Score: Raw -404736.440266 + Penalty 1592.068802 = -403144.371464 nChanged 24 SP:Iteration 29Q (8189.534578 sec): 3 clusters Score: Raw -404745.913624 + Penalty 1592.068802 = -403153.844822 nChanged 17 SP:Iteration 30Q (8189.589716 sec): 3 clusters Score: Raw -404750.557397 + Penalty 1592.068802 = -403158.488595 nChanged 9 SP:Iteration 31Q (8189.632914 sec): 3 clusters Score: Raw -404754.954285 + Penalty 1592.068802 = -403162.885483 nChanged 7 SP:Iteration 32Q (8189.690271 sec): 3 clusters Score: Raw -404757.938984 + Penalty 1592.068802 = -403165.870182 nChanged 11 SP:Iteration 33Q (8189.727669 sec): 3 clusters Score: Raw -404762.269947 + Penalty 1592.068802 = -403170.201145 nChanged 8 SP:Iteration 34Q (8189.778552 sec): 3 clusters Score: Raw -404765.601944 + Penalty 1592.068802 = -403173.533142 nChanged 7 SP:Iteration 35Q (8189.815899 sec): 3 clusters Score: Raw -404767.954748 + Penalty 1592.068802 = -403175.885946 nChanged 7 SP:Iteration 36Q (8189.878818 sec): 3 clusters Score: Raw -404770.712312 + Penalty 1592.068802 = -403178.643510 nChanged 9 SP:Iteration 37Q (8189.924892 sec): 3 clusters Score: Raw -404774.291905 + Penalty 1592.068802 = -403182.223103 nChanged 7 SP:Iteration 38Q (8189.968567 sec): 3 clusters Score: Raw -404776.639769 + Penalty 1592.068802 = -403184.570967 nChanged 5 SP:Iteration 39Q (8190.017921 sec): 3 clusters Score: Raw -404778.268643 + Penalty 1592.068802 = -403186.199841 nChanged 5 SP:Iteration 40F (8190.078465 sec): 3 clusters Score: Raw -404778.816353 + Penalty 1592.068802 = -403186.747551 nChanged 1 SP:Iteration 41Q (8190.129748 sec): 3 clusters Score: Raw -404779.263687 + Penalty 1592.068802 = -403187.194885 nChanged 2 SP:Iteration 42Q (8190.172322 sec): 3 clusters Score: Raw -404779.587482 + Penalty 1592.068802 = -403187.518680 nChanged 1 SP:Iteration 43Q (8190.235553 sec): 3 clusters Score: Raw -404779.772494 + Penalty 1592.068802 = -403187.703692 nChanged 2 SP:Iteration 44Q (8190.290475 sec): 3 clusters Score: Raw -404780.164402 + Penalty 1592.068802 = -403188.095600 nChanged 3 SP:Iteration 45Q (8190.334636 sec): 3 clusters Score: Raw -404781.278348 + Penalty 1592.068802 = -403189.209546 nChanged 6 SP:Iteration 46Q (8190.386153 sec): 3 clusters Score: Raw -404783.108137 + Penalty 1592.068802 = -403191.039335 nChanged 1 SP:Iteration 47Q (8190.433284 sec): 3 clusters Score: Raw -404783.315899 + Penalty 1592.068802 = -403191.247097 nChanged 0 SP:Iteration 48F (8190.486437 sec): 3 clusters Score: Raw -404783.315899 + Penalty 1592.068802 = -403191.247097 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8190.501001 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8190.560298 sec): 3 clusters Score: Raw -72084.464575 + Penalty 1277.299661 = -70807.164914 nChanged 285 SP:Iteration 1F (8190.601159 sec): 3 clusters Score: Raw -72313.770294 + Penalty 1277.299661 = -71036.470633 nChanged 60 SP:Iteration 2F (8190.635503 sec): 3 clusters Score: Raw -72374.985014 + Penalty 1277.299661 = -71097.685353 nChanged 37 SP:Iteration 3Q (8190.681421 sec): 3 clusters Score: Raw -72406.917863 + Penalty 1277.299661 = -71129.618202 nChanged 27 SP:Iteration 4Q (8190.722764 sec): 3 clusters Score: Raw -72432.905637 + Penalty 1277.299661 = -71155.605976 nChanged 18 SP:Iteration 5Q (8190.769738 sec): 3 clusters Score: Raw -72446.264412 + Penalty 1277.299661 = -71168.964751 nChanged 7 SP:Iteration 6Q (8190.800163 sec): 3 clusters Score: Raw -72453.126802 + Penalty 1277.299661 = -71175.827141 nChanged 7 SP:Iteration 7Q (8190.850254 sec): 3 clusters Score: Raw -72462.815844 + Penalty 1277.299661 = -71185.516183 nChanged 13 SP:Iteration 8Q (8190.898358 sec): 3 clusters Score: Raw -72476.294679 + Penalty 1277.299661 = -71198.995018 nChanged 14 SP:Iteration 9Q (8190.949769 sec): 3 clusters Score: Raw -72490.434227 + Penalty 1277.299661 = -71213.134566 nChanged 9 SP:Iteration 10Q (8190.994581 sec): 3 clusters Score: Raw -72497.795224 + Penalty 1277.299661 = -71220.495563 nChanged 11 SP:Iteration 11Q (8191.040602 sec): 3 clusters Score: Raw -72505.454411 + Penalty 1277.299661 = -71228.154750 nChanged 7 SP:Iteration 12Q (8191.087168 sec): 3 clusters Score: Raw -72511.899095 + Penalty 1277.299661 = -71234.599434 nChanged 5 SP:Iteration 13Q (8191.122576 sec): 3 clusters Score: Raw -72513.343217 + Penalty 1277.299661 = -71236.043556 nChanged 2 SP:Iteration 14Q (8191.164284 sec): 3 clusters Score: Raw -72513.887127 + Penalty 1277.299661 = -71236.587466 nChanged 1 SP:Iteration 15Q (8191.210957 sec): 3 clusters Score: Raw -72515.467863 + Penalty 1277.299661 = -71238.168202 nChanged 1 SP:Iteration 16Q (8191.258467 sec): 3 clusters Score: Raw -72515.753385 + Penalty 1277.299661 = -71238.453724 nChanged 0 SP:Iteration 17F (8191.305674 sec): 3 clusters Score: Raw -72515.753385 + Penalty 1277.299661 = -71238.453724 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8191.340695 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8191.425724 sec): 3 clusters Score: Raw -1882382.363744 + Penalty 1878.385535 = -1880503.978209 nChanged 9101 SP:Iteration 1F (8191.493062 sec): 3 clusters Score: Raw -1887646.571741 + Penalty 1878.385535 = -1885768.186205 nChanged 1259 SP:Iteration 2F (8191.558803 sec): 3 clusters Score: Raw -1888413.067422 + Penalty 1878.385535 = -1886534.681886 nChanged 1575 SP:Iteration 3F (8191.624591 sec): 3 clusters Score: Raw -1889639.232745 + Penalty 1878.385535 = -1887760.847210 nChanged 1718 SP:Iteration 4F (8191.699483 sec): 3 clusters Score: Raw -1891234.402870 + Penalty 1878.385535 = -1889356.017335 nChanged 1500 SP:Iteration 5F (8191.763152 sec): 3 clusters Score: Raw -1892712.341989 + Penalty 1878.385535 = -1890833.956454 nChanged 1070 SP:Iteration 6F (8191.845318 sec): 3 clusters Score: Raw -1893726.414181 + Penalty 1878.385535 = -1891848.028645 nChanged 662 SP:Iteration 7Q (8191.907674 sec): 3 clusters Score: Raw -1894254.218315 + Penalty 1878.385535 = -1892375.832779 nChanged 410 SP:Iteration 8Q (8191.990343 sec): 3 clusters Score: Raw -1894476.858299 + Penalty 1878.385535 = -1892598.472764 nChanged 246 SP:Iteration 9Q (8192.063337 sec): 3 clusters Score: Raw -1894595.625865 + Penalty 1878.385535 = -1892717.240329 nChanged 190 SP:Iteration 10Q (8192.135271 sec): 3 clusters Score: Raw -1894692.182372 + Penalty 1878.385535 = -1892813.796837 nChanged 158 SP:Iteration 11Q (8192.190829 sec): 3 clusters Score: Raw -1894770.742616 + Penalty 1878.385535 = -1892892.357081 nChanged 145 SP:Iteration 12Q (8192.261945 sec): 3 clusters Score: Raw -1894834.558989 + Penalty 1878.385535 = -1892956.173454 nChanged 120 SP:Iteration 13Q (8192.332618 sec): 3 clusters Score: Raw -1894879.656035 + Penalty 1878.385535 = -1893001.270499 nChanged 98 SP:Iteration 14Q (8192.394773 sec): 3 clusters Score: Raw -1894913.923173 + Penalty 1878.385535 = -1893035.537638 nChanged 77 SP:Iteration 15Q (8192.465630 sec): 3 clusters Score: Raw -1894937.695428 + Penalty 1878.385535 = -1893059.309893 nChanged 51 SP:Iteration 16Q (8192.530184 sec): 3 clusters Score: Raw -1894950.800830 + Penalty 1878.385535 = -1893072.415295 nChanged 39 SP:Iteration 17Q (8192.600861 sec): 3 clusters Score: Raw -1894957.789919 + Penalty 1878.385535 = -1893079.404384 nChanged 30 SP:Iteration 18Q (8192.678957 sec): 3 clusters Score: Raw -1894962.960695 + Penalty 1878.385535 = -1893084.575160 nChanged 27 SP:Iteration 19Q (8192.736488 sec): 3 clusters Score: Raw -1894966.581863 + Penalty 1878.385535 = -1893088.196328 nChanged 21 SP:Iteration 20F (8192.796582 sec): 3 clusters Score: Raw -1894970.212840 + Penalty 1878.385535 = -1893091.827305 nChanged 26 SP:Iteration 21Q (8192.865574 sec): 3 clusters Score: Raw -1894975.246359 + Penalty 1878.385535 = -1893096.860823 nChanged 30 SP:Iteration 22Q (8192.942204 sec): 3 clusters Score: Raw -1894981.213102 + Penalty 1878.385535 = -1893102.827567 nChanged 23 SP:Iteration 23Q (8193.014215 sec): 3 clusters Score: Raw -1894987.392430 + Penalty 1878.385535 = -1893109.006895 nChanged 32 SP:Iteration 24Q (8193.088463 sec): 3 clusters Score: Raw -1894994.452400 + Penalty 1878.385535 = -1893116.066865 nChanged 29 SP:Iteration 25Q (8193.151657 sec): 3 clusters Score: Raw -1894999.780889 + Penalty 1878.385535 = -1893121.395354 nChanged 25 SP:Iteration 26Q (8193.219889 sec): 3 clusters Score: Raw -1895004.199513 + Penalty 1878.385535 = -1893125.813978 nChanged 16 SP:Iteration 27Q (8193.297592 sec): 3 clusters Score: Raw -1895006.970931 + Penalty 1878.385535 = -1893128.585395 nChanged 17 SP:Iteration 28Q (8193.355743 sec): 3 clusters Score: Raw -1895008.829795 + Penalty 1878.385535 = -1893130.444259 nChanged 16 SP:Iteration 29Q (8193.424947 sec): 3 clusters Score: Raw -1895011.266422 + Penalty 1878.385535 = -1893132.880887 nChanged 16 SP:Iteration 30Q (8193.493430 sec): 3 clusters Score: Raw -1895013.673762 + Penalty 1878.385535 = -1893135.288226 nChanged 15 SP:Iteration 31Q (8193.561980 sec): 3 clusters Score: Raw -1895017.467505 + Penalty 1878.385535 = -1893139.081969 nChanged 16 SP:Iteration 32Q (8193.630825 sec): 3 clusters Score: Raw -1895021.450013 + Penalty 1878.385535 = -1893143.064478 nChanged 23 SP:Iteration 33Q (8193.686205 sec): 3 clusters Score: Raw -1895028.149186 + Penalty 1878.385535 = -1893149.763651 nChanged 30 SP:Iteration 34Q (8193.752885 sec): 3 clusters Score: Raw -1895035.597772 + Penalty 1878.385535 = -1893157.212236 nChanged 23 SP:Iteration 35Q (8193.828051 sec): 3 clusters Score: Raw -1895042.611896 + Penalty 1878.385535 = -1893164.226361 nChanged 26 SP:Iteration 36Q (8193.887205 sec): 3 clusters Score: Raw -1895048.219537 + Penalty 1878.385535 = -1893169.834002 nChanged 23 SP:Iteration 37Q (8193.953723 sec): 3 clusters Score: Raw -1895052.232833 + Penalty 1878.385535 = -1893173.847298 nChanged 18 SP:Iteration 38Q (8194.020128 sec): 3 clusters Score: Raw -1895054.980033 + Penalty 1878.385535 = -1893176.594498 nChanged 12 SP:Iteration 39Q (8194.088044 sec): 3 clusters Score: Raw -1895056.371629 + Penalty 1878.385535 = -1893177.986094 nChanged 10 SP:Iteration 40F (8194.152210 sec): 3 clusters Score: Raw -1895057.485951 + Penalty 1878.385535 = -1893179.100416 nChanged 9 SP:Iteration 41Q (8194.227016 sec): 3 clusters Score: Raw -1895059.062113 + Penalty 1878.385535 = -1893180.676578 nChanged 7 SP:Iteration 42Q (8194.285796 sec): 3 clusters Score: Raw -1895059.639716 + Penalty 1878.385535 = -1893181.254181 nChanged 1 SP:Iteration 43Q (8194.353781 sec): 3 clusters Score: Raw -1895059.674050 + Penalty 1878.385535 = -1893181.288515 nChanged 0 SP:Iteration 44F (8194.435794 sec): 3 clusters Score: Raw -1895059.674050 + Penalty 1878.385535 = -1893181.288515 nChanged 0 Trying to split cluster 30 (12343 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8194.460956 sec): 2 clusters Score: Raw -1165231.922594 + Penalty 894.980216 = -1164336.942378 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8194.521337 sec): 3 clusters Score: Raw -1157737.018228 + Penalty 1789.960432 = -1155947.057796 nChanged 5602 SP:Iteration 1F (8194.584914 sec): 3 clusters Score: Raw -1160841.922423 + Penalty 1789.960432 = -1159051.961991 nChanged 651 SP:Iteration 2F (8194.649943 sec): 3 clusters Score: Raw -1161080.437355 + Penalty 1789.960432 = -1159290.476923 nChanged 613 SP:Iteration 3Q (8194.714022 sec): 3 clusters Score: Raw -1161371.692280 + Penalty 1789.960432 = -1159581.731848 nChanged 677 SP:Iteration 4F (8194.775590 sec): 3 clusters Score: Raw -1161744.384399 + Penalty 1789.960432 = -1159954.423966 nChanged 752 SP:Iteration 5F (8194.835434 sec): 3 clusters Score: Raw -1162207.630607 + Penalty 1789.960432 = -1160417.670175 nChanged 744 SP:Iteration 6F (8194.898619 sec): 3 clusters Score: Raw -1162678.518543 + Penalty 1789.960432 = -1160888.558111 nChanged 686 SP:Iteration 7F (8194.953797 sec): 3 clusters Score: Raw -1163092.420405 + Penalty 1789.960432 = -1161302.459973 nChanged 577 SP:Iteration 8Q (8195.018417 sec): 3 clusters Score: Raw -1163450.978111 + Penalty 1789.960432 = -1161661.017679 nChanged 519 SP:Iteration 9Q (8195.092076 sec): 3 clusters Score: Raw -1163807.340106 + Penalty 1789.960432 = -1162017.379673 nChanged 444 SP:Iteration 10Q (8195.146634 sec): 3 clusters Score: Raw -1164110.913143 + Penalty 1789.960432 = -1162320.952710 nChanged 344 SP:Iteration 11Q (8195.214395 sec): 3 clusters Score: Raw -1164335.248777 + Penalty 1789.960432 = -1162545.288345 nChanged 300 SP:Iteration 12Q (8195.276049 sec): 3 clusters Score: Raw -1164518.022973 + Penalty 1789.960432 = -1162728.062541 nChanged 234 SP:Iteration 13Q (8195.329418 sec): 3 clusters Score: Raw -1164654.017903 + Penalty 1789.960432 = -1162864.057471 nChanged 209 SP:Iteration 14Q (8195.393042 sec): 3 clusters Score: Raw -1164765.738189 + Penalty 1789.960432 = -1162975.777757 nChanged 195 SP:Iteration 15Q (8195.435852 sec): 3 clusters Score: Raw -1164863.237585 + Penalty 1789.960432 = -1163073.277153 nChanged 163 SP:Iteration 16Q (8195.503705 sec): 3 clusters Score: Raw -1164929.002659 + Penalty 1789.960432 = -1163139.042227 nChanged 147 SP:Iteration 17Q (8195.552042 sec): 3 clusters Score: Raw -1164981.880280 + Penalty 1789.960432 = -1163191.919848 nChanged 116 SP:Iteration 18Q (8195.609176 sec): 3 clusters Score: Raw -1165017.538967 + Penalty 1789.960432 = -1163227.578535 nChanged 83 SP:Iteration 19Q (8195.679521 sec): 3 clusters Score: Raw -1165039.058468 + Penalty 1789.960432 = -1163249.098036 nChanged 69 SP:Iteration 20F (8195.733082 sec): 3 clusters Score: Raw -1165053.021928 + Penalty 1789.960432 = -1163263.061496 nChanged 53 SP:Iteration 21Q (8195.795511 sec): 3 clusters Score: Raw -1165063.692040 + Penalty 1789.960432 = -1163273.731608 nChanged 56 SP:Iteration 22Q (8195.864136 sec): 3 clusters Score: Raw -1165077.111613 + Penalty 1789.960432 = -1163287.151181 nChanged 52 SP:Iteration 23Q (8195.906135 sec): 3 clusters Score: Raw -1165087.709410 + Penalty 1789.960432 = -1163297.748978 nChanged 46 SP:Iteration 24Q (8195.967976 sec): 3 clusters Score: Raw -1165095.889026 + Penalty 1789.960432 = -1163305.928593 nChanged 46 SP:Iteration 25Q (8196.036395 sec): 3 clusters Score: Raw -1165105.199666 + Penalty 1789.960432 = -1163315.239234 nChanged 52 SP:Iteration 26Q (8196.089575 sec): 3 clusters Score: Raw -1165117.051200 + Penalty 1789.960432 = -1163327.090768 nChanged 51 SP:Iteration 27Q (8196.151525 sec): 3 clusters Score: Raw -1165128.533372 + Penalty 1789.960432 = -1163338.572940 nChanged 49 SP:Iteration 28Q (8196.213780 sec): 3 clusters Score: Raw -1165139.575582 + Penalty 1789.960432 = -1163349.615150 nChanged 44 SP:Iteration 29Q (8196.276359 sec): 3 clusters Score: Raw -1165147.652945 + Penalty 1789.960432 = -1163357.692513 nChanged 40 SP:Iteration 30Q (8196.340608 sec): 3 clusters Score: Raw -1165155.497603 + Penalty 1789.960432 = -1163365.537171 nChanged 39 SP:Iteration 31Q (8196.413781 sec): 3 clusters Score: Raw -1165163.687687 + Penalty 1789.960432 = -1163373.727255 nChanged 41 SP:Iteration 32Q (8196.477252 sec): 3 clusters Score: Raw -1165170.383543 + Penalty 1789.960432 = -1163380.423110 nChanged 27 SP:Iteration 33Q (8196.530748 sec): 3 clusters Score: Raw -1165174.778805 + Penalty 1789.960432 = -1163384.818373 nChanged 32 SP:Iteration 34Q (8196.592172 sec): 3 clusters Score: Raw -1165181.641786 + Penalty 1789.960432 = -1163391.681354 nChanged 39 SP:Iteration 35Q (8196.658770 sec): 3 clusters Score: Raw -1165189.877774 + Penalty 1789.960432 = -1163399.917342 nChanged 43 SP:Iteration 36Q (8196.725326 sec): 3 clusters Score: Raw -1165198.004318 + Penalty 1789.960432 = -1163408.043886 nChanged 33 SP:Iteration 37Q (8196.777680 sec): 3 clusters Score: Raw -1165202.692318 + Penalty 1789.960432 = -1163412.731886 nChanged 26 SP:Iteration 38Q (8196.840279 sec): 3 clusters Score: Raw -1165207.019872 + Penalty 1789.960432 = -1163417.059440 nChanged 23 SP:Iteration 39Q (8196.911267 sec): 3 clusters Score: Raw -1165210.972633 + Penalty 1789.960432 = -1163421.012201 nChanged 26 SP:Iteration 40F (8196.975368 sec): 3 clusters Score: Raw -1165215.557620 + Penalty 1789.960432 = -1163425.597188 nChanged 25 SP:Iteration 41Q (8197.010121 sec): 3 clusters Score: Raw -1165219.500598 + Penalty 1789.960432 = -1163429.540166 nChanged 31 SP:Iteration 42Q (8197.079296 sec): 3 clusters Score: Raw -1165226.633619 + Penalty 1789.960432 = -1163436.673187 nChanged 28 SP:Iteration 43Q (8197.137662 sec): 3 clusters Score: Raw -1165233.051720 + Penalty 1789.960432 = -1163443.091288 nChanged 35 SP:Iteration 44Q (8197.197310 sec): 3 clusters Score: Raw -1165242.411520 + Penalty 1789.960432 = -1163452.451088 nChanged 36 SP:Iteration 45Q (8197.248727 sec): 3 clusters Score: Raw -1165252.704128 + Penalty 1789.960432 = -1163462.743696 nChanged 34 SP:Iteration 46Q (8197.308234 sec): 3 clusters Score: Raw -1165259.775262 + Penalty 1789.960432 = -1163469.814829 nChanged 30 SP:Iteration 47Q (8197.369043 sec): 3 clusters Score: Raw -1165267.503936 + Penalty 1789.960432 = -1163477.543504 nChanged 29 SP:Iteration 48Q (8197.426166 sec): 3 clusters Score: Raw -1165274.688847 + Penalty 1789.960432 = -1163484.728415 nChanged 21 SP:Iteration 49Q (8197.484603 sec): 3 clusters Score: Raw -1165278.545972 + Penalty 1789.960432 = -1163488.585540 nChanged 22 SP:Iteration 50Q (8197.535898 sec): 3 clusters Score: Raw -1165283.158167 + Penalty 1789.960432 = -1163493.197735 nChanged 20 SP:Iteration 51Q (8197.586036 sec): 3 clusters Score: Raw -1165286.894568 + Penalty 1789.960432 = -1163496.934136 nChanged 15 SP:Iteration 52Q (8197.657211 sec): 3 clusters Score: Raw -1165290.324099 + Penalty 1789.960432 = -1163500.363666 nChanged 21 SP:Iteration 53Q (8197.708319 sec): 3 clusters Score: Raw -1165293.884524 + Penalty 1789.960432 = -1163503.924091 nChanged 19 SP:Iteration 54Q (8197.766755 sec): 3 clusters Score: Raw -1165297.485094 + Penalty 1789.960432 = -1163507.524662 nChanged 15 SP:Iteration 55Q (8197.827915 sec): 3 clusters Score: Raw -1165299.937590 + Penalty 1789.960432 = -1163509.977158 nChanged 16 SP:Iteration 56Q (8197.897708 sec): 3 clusters Score: Raw -1165302.055204 + Penalty 1789.960432 = -1163512.094771 nChanged 9 SP:Iteration 57Q (8197.959054 sec): 3 clusters Score: Raw -1165303.106509 + Penalty 1789.960432 = -1163513.146076 nChanged 11 SP:Iteration 58Q (8198.020513 sec): 3 clusters Score: Raw -1165304.804732 + Penalty 1789.960432 = -1163514.844300 nChanged 14 SP:Iteration 59Q (8198.082381 sec): 3 clusters Score: Raw -1165307.325674 + Penalty 1789.960432 = -1163517.365241 nChanged 12 SP:Iteration 60F (8198.147074 sec): 3 clusters Score: Raw -1165309.439312 + Penalty 1789.960432 = -1163519.478879 nChanged 8 SP:Iteration 61Q (8198.208369 sec): 3 clusters Score: Raw -1165310.125322 + Penalty 1789.960432 = -1163520.164889 nChanged 5 SP:Iteration 62Q (8198.270959 sec): 3 clusters Score: Raw -1165310.912905 + Penalty 1789.960432 = -1163520.952473 nChanged 9 SP:Iteration 63Q (8198.330352 sec): 3 clusters Score: Raw -1165312.159298 + Penalty 1789.960432 = -1163522.198865 nChanged 7 SP:Iteration 64Q (8198.380936 sec): 3 clusters Score: Raw -1165312.838510 + Penalty 1789.960432 = -1163522.878078 nChanged 7 SP:Iteration 65Q (8198.443833 sec): 3 clusters Score: Raw -1165313.650171 + Penalty 1789.960432 = -1163523.689739 nChanged 4 SP:Iteration 66Q (8198.499304 sec): 3 clusters Score: Raw -1165314.204048 + Penalty 1789.960432 = -1163524.243616 nChanged 5 SP:Iteration 67Q (8198.561857 sec): 3 clusters Score: Raw -1165314.980238 + Penalty 1789.960432 = -1163525.019806 nChanged 2 SP:Iteration 68Q (8198.604486 sec): 3 clusters Score: Raw -1165315.123726 + Penalty 1789.960432 = -1163525.163294 nChanged 1 SP:Iteration 69Q (8198.674129 sec): 3 clusters Score: Raw -1165315.292735 + Penalty 1789.960432 = -1163525.332303 nChanged 0 SP:Iteration 70F (8198.723218 sec): 3 clusters Score: Raw -1165315.292735 + Penalty 1789.960432 = -1163525.332303 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8198.767354 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8198.825369 sec): 3 clusters Score: Raw -845176.235729 + Penalty 1734.431695 = -843441.804033 nChanged 4085 SP:Iteration 1F (8198.870547 sec): 3 clusters Score: Raw -847467.458646 + Penalty 1734.431695 = -845733.026951 nChanged 641 SP:Iteration 2F (8198.900435 sec): 3 clusters Score: Raw -847822.165314 + Penalty 1734.431695 = -846087.733618 nChanged 582 SP:Iteration 3F (8198.966927 sec): 3 clusters Score: Raw -848195.966773 + Penalty 1734.431695 = -846461.535077 nChanged 575 SP:Iteration 4F (8199.023339 sec): 3 clusters Score: Raw -848573.217814 + Penalty 1734.431695 = -846838.786119 nChanged 515 SP:Iteration 5F (8199.081391 sec): 3 clusters Score: Raw -848948.362008 + Penalty 1734.431695 = -847213.930313 nChanged 451 SP:Iteration 6Q (8199.128424 sec): 3 clusters Score: Raw -849216.470437 + Penalty 1734.431695 = -847482.038742 nChanged 377 SP:Iteration 7Q (8199.186592 sec): 3 clusters Score: Raw -849404.543907 + Penalty 1734.431695 = -847670.112212 nChanged 274 SP:Iteration 8Q (8199.218838 sec): 3 clusters Score: Raw -849504.989484 + Penalty 1734.431695 = -847770.557789 nChanged 198 SP:Iteration 9Q (8199.246752 sec): 3 clusters Score: Raw -849562.140543 + Penalty 1734.431695 = -847827.708848 nChanged 157 SP:Iteration 10Q (8199.314855 sec): 3 clusters Score: Raw -849601.521159 + Penalty 1734.431695 = -847867.089464 nChanged 126 SP:Iteration 11Q (8199.366230 sec): 3 clusters Score: Raw -849628.547585 + Penalty 1734.431695 = -847894.115890 nChanged 91 SP:Iteration 12Q (8199.421371 sec): 3 clusters Score: Raw -849646.608767 + Penalty 1734.431695 = -847912.177072 nChanged 79 SP:Iteration 13Q (8199.472966 sec): 3 clusters Score: Raw -849661.656055 + Penalty 1734.431695 = -847927.224360 nChanged 73 SP:Iteration 14Q (8199.523027 sec): 3 clusters Score: Raw -849675.728951 + Penalty 1734.431695 = -847941.297255 nChanged 59 SP:Iteration 15Q (8199.584906 sec): 3 clusters Score: Raw -849687.932275 + Penalty 1734.431695 = -847953.500579 nChanged 62 SP:Iteration 16Q (8199.636173 sec): 3 clusters Score: Raw -849701.247534 + Penalty 1734.431695 = -847966.815839 nChanged 62 SP:Iteration 17Q (8199.692206 sec): 3 clusters Score: Raw -849712.849821 + Penalty 1734.431695 = -847978.418125 nChanged 72 SP:Iteration 18Q (8199.747901 sec): 3 clusters Score: Raw -849730.512844 + Penalty 1734.431695 = -847996.081148 nChanged 82 SP:Iteration 19Q (8199.800014 sec): 3 clusters Score: Raw -849753.511540 + Penalty 1734.431695 = -848019.079845 nChanged 90 SP:Iteration 20F (8199.847826 sec): 3 clusters Score: Raw -849777.979556 + Penalty 1734.431695 = -848043.547861 nChanged 88 SP:Iteration 21Q (8199.907991 sec): 3 clusters Score: Raw -849803.133032 + Penalty 1734.431695 = -848068.701337 nChanged 104 SP:Iteration 22Q (8199.958439 sec): 3 clusters Score: Raw -849835.588653 + Penalty 1734.431695 = -848101.156957 nChanged 107 SP:Iteration 23Q (8200.015155 sec): 3 clusters Score: Raw -849871.140545 + Penalty 1734.431695 = -848136.708850 nChanged 120 SP:Iteration 24Q (8200.061003 sec): 3 clusters Score: Raw -849917.379074 + Penalty 1734.431695 = -848182.947379 nChanged 113 SP:Iteration 25Q (8200.090820 sec): 3 clusters Score: Raw -849956.373446 + Penalty 1734.431695 = -848221.941751 nChanged 121 SP:Iteration 26Q (8200.158305 sec): 3 clusters Score: Raw -850010.396721 + Penalty 1734.431695 = -848275.965026 nChanged 126 SP:Iteration 27Q (8200.215317 sec): 3 clusters Score: Raw -850076.641402 + Penalty 1734.431695 = -848342.209707 nChanged 127 SP:Iteration 28Q (8200.262705 sec): 3 clusters Score: Raw -850148.775313 + Penalty 1734.431695 = -848414.343617 nChanged 119 SP:Iteration 29Q (8200.320159 sec): 3 clusters Score: Raw -850211.913544 + Penalty 1734.431695 = -848477.481849 nChanged 118 SP:Iteration 30Q (8200.389129 sec): 3 clusters Score: Raw -850282.564889 + Penalty 1734.431695 = -848548.133194 nChanged 105 SP:Iteration 31Q (8200.438238 sec): 3 clusters Score: Raw -850346.291363 + Penalty 1734.431695 = -848611.859668 nChanged 96 SP:Iteration 32Q (8200.507038 sec): 3 clusters Score: Raw -850399.395632 + Penalty 1734.431695 = -848664.963937 nChanged 85 SP:Iteration 33Q (8200.565234 sec): 3 clusters Score: Raw -850438.873602 + Penalty 1734.431695 = -848704.441907 nChanged 78 SP:Iteration 34Q (8200.613359 sec): 3 clusters Score: Raw -850467.825375 + Penalty 1734.431695 = -848733.393680 nChanged 68 SP:Iteration 35Q (8200.671369 sec): 3 clusters Score: Raw -850492.814646 + Penalty 1734.431695 = -848758.382951 nChanged 59 SP:Iteration 36Q (8200.730394 sec): 3 clusters Score: Raw -850514.073807 + Penalty 1734.431695 = -848779.642112 nChanged 53 SP:Iteration 37Q (8200.786788 sec): 3 clusters Score: Raw -850533.556240 + Penalty 1734.431695 = -848799.124545 nChanged 53 SP:Iteration 38Q (8200.845768 sec): 3 clusters Score: Raw -850557.168102 + Penalty 1734.431695 = -848822.736406 nChanged 49 SP:Iteration 39Q (8200.893245 sec): 3 clusters Score: Raw -850577.699139 + Penalty 1734.431695 = -848843.267444 nChanged 59 SP:Iteration 40F (8200.952480 sec): 3 clusters Score: Raw -850602.365172 + Penalty 1734.431695 = -848867.933477 nChanged 49 SP:Iteration 41Q (8201.010397 sec): 3 clusters Score: Raw -850625.420986 + Penalty 1734.431695 = -848890.989290 nChanged 50 SP:Iteration 42Q (8201.067875 sec): 3 clusters Score: Raw -850644.785159 + Penalty 1734.431695 = -848910.353464 nChanged 45 SP:Iteration 43Q (8201.119633 sec): 3 clusters Score: Raw -850661.639231 + Penalty 1734.431695 = -848927.207536 nChanged 39 SP:Iteration 44Q (8201.177647 sec): 3 clusters Score: Raw -850676.279615 + Penalty 1734.431695 = -848941.847920 nChanged 39 SP:Iteration 45Q (8201.235761 sec): 3 clusters Score: Raw -850687.832385 + Penalty 1734.431695 = -848953.400690 nChanged 25 SP:Iteration 46Q (8201.291310 sec): 3 clusters Score: Raw -850692.527652 + Penalty 1734.431695 = -848958.095957 nChanged 13 SP:Iteration 47Q (8201.340619 sec): 3 clusters Score: Raw -850695.833709 + Penalty 1734.431695 = -848961.402014 nChanged 20 SP:Iteration 48Q (8201.396736 sec): 3 clusters Score: Raw -850702.094890 + Penalty 1734.431695 = -848967.663195 nChanged 25 SP:Iteration 49Q (8201.453952 sec): 3 clusters Score: Raw -850712.470836 + Penalty 1734.431695 = -848978.039141 nChanged 34 SP:Iteration 50Q (8201.501568 sec): 3 clusters Score: Raw -850723.469901 + Penalty 1734.431695 = -848989.038206 nChanged 31 SP:Iteration 51Q (8201.551832 sec): 3 clusters Score: Raw -850731.411771 + Penalty 1734.431695 = -848996.980076 nChanged 22 SP:Iteration 52Q (8201.622800 sec): 3 clusters Score: Raw -850737.089540 + Penalty 1734.431695 = -849002.657845 nChanged 20 SP:Iteration 53Q (8201.662931 sec): 3 clusters Score: Raw -850743.609999 + Penalty 1734.431695 = -849009.178304 nChanged 23 SP:Iteration 54Q (8201.720022 sec): 3 clusters Score: Raw -850751.731775 + Penalty 1734.431695 = -849017.300080 nChanged 22 SP:Iteration 55Q (8201.774169 sec): 3 clusters Score: Raw -850757.828298 + Penalty 1734.431695 = -849023.396603 nChanged 18 SP:Iteration 56Q (8201.831306 sec): 3 clusters Score: Raw -850762.337415 + Penalty 1734.431695 = -849027.905719 nChanged 14 SP:Iteration 57Q (8201.880895 sec): 3 clusters Score: Raw -850766.049599 + Penalty 1734.431695 = -849031.617903 nChanged 14 SP:Iteration 58Q (8201.932039 sec): 3 clusters Score: Raw -850769.850173 + Penalty 1734.431695 = -849035.418478 nChanged 10 SP:Iteration 59Q (8201.981197 sec): 3 clusters Score: Raw -850772.081303 + Penalty 1734.431695 = -849037.649607 nChanged 8 SP:Iteration 60F (8202.040899 sec): 3 clusters Score: Raw -850773.137445 + Penalty 1734.431695 = -849038.705749 nChanged 5 SP:Iteration 61Q (8202.098019 sec): 3 clusters Score: Raw -850774.083346 + Penalty 1734.431695 = -849039.651651 nChanged 4 SP:Iteration 62Q (8202.154940 sec): 3 clusters Score: Raw -850774.563936 + Penalty 1734.431695 = -849040.132241 nChanged 3 SP:Iteration 63Q (8202.211851 sec): 3 clusters Score: Raw -850774.898299 + Penalty 1734.431695 = -849040.466604 nChanged 3 SP:Iteration 64Q (8202.269061 sec): 3 clusters Score: Raw -850775.999181 + Penalty 1734.431695 = -849041.567485 nChanged 11 SP:Iteration 65Q (8202.326995 sec): 3 clusters Score: Raw -850778.308607 + Penalty 1734.431695 = -849043.876912 nChanged 8 SP:Iteration 66Q (8202.378452 sec): 3 clusters Score: Raw -850780.107348 + Penalty 1734.431695 = -849045.675652 nChanged 6 SP:Iteration 67Q (8202.435413 sec): 3 clusters Score: Raw -850781.789177 + Penalty 1734.431695 = -849047.357481 nChanged 4 SP:Iteration 68Q (8202.504100 sec): 3 clusters Score: Raw -850783.263940 + Penalty 1734.431695 = -849048.832244 nChanged 8 SP:Iteration 69Q (8202.549985 sec): 3 clusters Score: Raw -850784.740988 + Penalty 1734.431695 = -849050.309293 nChanged 5 SP:Iteration 70Q (8202.601086 sec): 3 clusters Score: Raw -850786.162903 + Penalty 1734.431695 = -849051.731208 nChanged 4 SP:Iteration 71Q (8202.658078 sec): 3 clusters Score: Raw -850787.385236 + Penalty 1734.431695 = -849052.953541 nChanged 8 SP:Iteration 72Q (8202.715532 sec): 3 clusters Score: Raw -850790.632487 + Penalty 1734.431695 = -849056.200792 nChanged 10 SP:Iteration 73Q (8202.783449 sec): 3 clusters Score: Raw -850793.156534 + Penalty 1734.431695 = -849058.724839 nChanged 9 SP:Iteration 74Q (8202.828446 sec): 3 clusters Score: Raw -850795.628074 + Penalty 1734.431695 = -849061.196379 nChanged 9 SP:Iteration 75Q (8202.876520 sec): 3 clusters Score: Raw -850798.234713 + Penalty 1734.431695 = -849063.803018 nChanged 9 SP:Iteration 76Q (8202.932078 sec): 3 clusters Score: Raw -850800.206403 + Penalty 1734.431695 = -849065.774708 nChanged 8 SP:Iteration 77Q (8202.987097 sec): 3 clusters Score: Raw -850802.422927 + Penalty 1734.431695 = -849067.991232 nChanged 6 SP:Iteration 78Q (8203.036070 sec): 3 clusters Score: Raw -850803.841405 + Penalty 1734.431695 = -849069.409709 nChanged 7 SP:Iteration 79Q (8203.092872 sec): 3 clusters Score: Raw -850806.152494 + Penalty 1734.431695 = -849071.720799 nChanged 10 SP:Iteration 80F (8203.152643 sec): 3 clusters Score: Raw -850808.481179 + Penalty 1734.431695 = -849074.049483 nChanged 7 SP:Iteration 81Q (8203.200489 sec): 3 clusters Score: Raw -850809.958349 + Penalty 1734.431695 = -849075.526654 nChanged 7 SP:Iteration 82Q (8203.258432 sec): 3 clusters Score: Raw -850811.357519 + Penalty 1734.431695 = -849076.925823 nChanged 6 SP:Iteration 83Q (8203.315309 sec): 3 clusters Score: Raw -850812.487718 + Penalty 1734.431695 = -849078.056022 nChanged 4 SP:Iteration 84Q (8203.368360 sec): 3 clusters Score: Raw -850813.540441 + Penalty 1734.431695 = -849079.108745 nChanged 3 SP:Iteration 85Q (8203.417707 sec): 3 clusters Score: Raw -850814.133504 + Penalty 1734.431695 = -849079.701808 nChanged 3 SP:Iteration 86Q (8203.474519 sec): 3 clusters Score: Raw -850814.647716 + Penalty 1734.431695 = -849080.216021 nChanged 1 SP:Iteration 87Q (8203.531574 sec): 3 clusters Score: Raw -850814.798586 + Penalty 1734.431695 = -849080.366891 nChanged 3 SP:Iteration 88Q (8203.582066 sec): 3 clusters Score: Raw -850815.320573 + Penalty 1734.431695 = -849080.888878 nChanged 4 SP:Iteration 89Q (8203.630367 sec): 3 clusters Score: Raw -850815.772369 + Penalty 1734.431695 = -849081.340674 nChanged 0 SP:Iteration 90F (8203.690799 sec): 3 clusters Score: Raw -850815.772369 + Penalty 1734.431695 = -849081.340674 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8203.718485 sec): 2 clusters Score: Raw -246244.463100 + Penalty 745.053790 = -245499.409310 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8203.770253 sec): 3 clusters Score: Raw -244957.603577 + Penalty 1490.107580 = -243467.495997 nChanged 1025 SP:Iteration 1F (8203.821748 sec): 3 clusters Score: Raw -245647.680224 + Penalty 1490.107580 = -244157.572643 nChanged 199 SP:Iteration 2F (8203.871958 sec): 3 clusters Score: Raw -245764.689142 + Penalty 1490.107580 = -244274.581562 nChanged 150 SP:Iteration 3F (8203.926288 sec): 3 clusters Score: Raw -245838.165120 + Penalty 1490.107580 = -244348.057540 nChanged 104 SP:Iteration 4Q (8203.978258 sec): 3 clusters Score: Raw -245888.312908 + Penalty 1490.107580 = -244398.205328 nChanged 82 SP:Iteration 5Q (8204.019011 sec): 3 clusters Score: Raw -245932.247205 + Penalty 1490.107580 = -244442.139625 nChanged 68 SP:Iteration 6Q (8204.074557 sec): 3 clusters Score: Raw -245969.347452 + Penalty 1490.107580 = -244479.239872 nChanged 66 SP:Iteration 7Q (8204.123193 sec): 3 clusters Score: Raw -246004.048207 + Penalty 1490.107580 = -244513.940627 nChanged 68 SP:Iteration 8Q (8204.174272 sec): 3 clusters Score: Raw -246042.637906 + Penalty 1490.107580 = -244552.530326 nChanged 59 SP:Iteration 9Q (8204.214633 sec): 3 clusters Score: Raw -246079.483343 + Penalty 1490.107580 = -244589.375762 nChanged 76 SP:Iteration 10Q (8204.270496 sec): 3 clusters Score: Raw -246133.126177 + Penalty 1490.107580 = -244643.018597 nChanged 67 SP:Iteration 11Q (8204.315751 sec): 3 clusters Score: Raw -246175.030984 + Penalty 1490.107580 = -244684.923403 nChanged 60 SP:Iteration 12Q (8204.360230 sec): 3 clusters Score: Raw -246217.929223 + Penalty 1490.107580 = -244727.821643 nChanged 44 SP:Iteration 13Q (8204.405995 sec): 3 clusters Score: Raw -246242.941656 + Penalty 1490.107580 = -244752.834076 nChanged 41 SP:Iteration 14Q (8204.444368 sec): 3 clusters Score: Raw -246264.378797 + Penalty 1490.107580 = -244774.271217 nChanged 39 SP:Iteration 15Q (8204.487717 sec): 3 clusters Score: Raw -246285.155276 + Penalty 1490.107580 = -244795.047696 nChanged 31 SP:Iteration 16Q (8204.544822 sec): 3 clusters Score: Raw -246301.206430 + Penalty 1490.107580 = -244811.098850 nChanged 27 SP:Iteration 17Q (8204.590367 sec): 3 clusters Score: Raw -246317.084671 + Penalty 1490.107580 = -244826.977091 nChanged 26 SP:Iteration 18Q (8204.629750 sec): 3 clusters Score: Raw -246329.885963 + Penalty 1490.107580 = -244839.778383 nChanged 18 SP:Iteration 19Q (8204.678183 sec): 3 clusters Score: Raw -246338.653312 + Penalty 1490.107580 = -244848.545731 nChanged 14 SP:Iteration 20F (8204.730241 sec): 3 clusters Score: Raw -246345.303803 + Penalty 1490.107580 = -244855.196223 nChanged 12 SP:Iteration 21Q (8204.771276 sec): 3 clusters Score: Raw -246351.454218 + Penalty 1490.107580 = -244861.346637 nChanged 16 SP:Iteration 22Q (8204.818944 sec): 3 clusters Score: Raw -246362.064416 + Penalty 1490.107580 = -244871.956836 nChanged 19 SP:Iteration 23Q (8204.861750 sec): 3 clusters Score: Raw -246371.518134 + Penalty 1490.107580 = -244881.410554 nChanged 10 SP:Iteration 24Q (8204.907479 sec): 3 clusters Score: Raw -246376.488103 + Penalty 1490.107580 = -244886.380523 nChanged 10 SP:Iteration 25Q (8204.956708 sec): 3 clusters Score: Raw -246381.153325 + Penalty 1490.107580 = -244891.045745 nChanged 8 SP:Iteration 26Q (8205.005982 sec): 3 clusters Score: Raw -246383.449200 + Penalty 1490.107580 = -244893.341620 nChanged 6 SP:Iteration 27Q (8205.056580 sec): 3 clusters Score: Raw -246386.034260 + Penalty 1490.107580 = -244895.926679 nChanged 6 SP:Iteration 28Q (8205.104857 sec): 3 clusters Score: Raw -246387.641639 + Penalty 1490.107580 = -244897.534059 nChanged 8 SP:Iteration 29Q (8205.155726 sec): 3 clusters Score: Raw -246391.589701 + Penalty 1490.107580 = -244901.482120 nChanged 10 SP:Iteration 30Q (8205.207227 sec): 3 clusters Score: Raw -246397.743017 + Penalty 1490.107580 = -244907.635436 nChanged 18 SP:Iteration 31Q (8205.254029 sec): 3 clusters Score: Raw -246404.743933 + Penalty 1490.107580 = -244914.636353 nChanged 7 SP:Iteration 32Q (8205.303178 sec): 3 clusters Score: Raw -246406.930884 + Penalty 1490.107580 = -244916.823303 nChanged 5 SP:Iteration 33Q (8205.354605 sec): 3 clusters Score: Raw -246408.605120 + Penalty 1490.107580 = -244918.497539 nChanged 4 SP:Iteration 34Q (8205.396386 sec): 3 clusters Score: Raw -246409.829216 + Penalty 1490.107580 = -244919.721636 nChanged 3 SP:Iteration 35Q (8205.445442 sec): 3 clusters Score: Raw -246411.828770 + Penalty 1490.107580 = -244921.721190 nChanged 6 SP:Iteration 36Q (8205.496603 sec): 3 clusters Score: Raw -246414.400317 + Penalty 1490.107580 = -244924.292737 nChanged 6 SP:Iteration 37Q (8205.547292 sec): 3 clusters Score: Raw -246417.329550 + Penalty 1490.107580 = -244927.221970 nChanged 6 SP:Iteration 38Q (8205.600567 sec): 3 clusters Score: Raw -246420.034801 + Penalty 1490.107580 = -244929.927221 nChanged 6 SP:Iteration 39Q (8205.642093 sec): 3 clusters Score: Raw -246423.571948 + Penalty 1490.107580 = -244933.464367 nChanged 7 SP:Iteration 40F (8205.695720 sec): 3 clusters Score: Raw -246425.780616 + Penalty 1490.107580 = -244935.673036 nChanged 4 SP:Iteration 41Q (8205.742929 sec): 3 clusters Score: Raw -246427.543480 + Penalty 1490.107580 = -244937.435899 nChanged 2 SP:Iteration 42Q (8205.789425 sec): 3 clusters Score: Raw -246428.264379 + Penalty 1490.107580 = -244938.156799 nChanged 2 SP:Iteration 43Q (8205.841497 sec): 3 clusters Score: Raw -246429.885680 + Penalty 1490.107580 = -244939.778100 nChanged 3 SP:Iteration 44Q (8205.881396 sec): 3 clusters Score: Raw -246431.413868 + Penalty 1490.107580 = -244941.306287 nChanged 4 SP:Iteration 45Q (8205.932240 sec): 3 clusters Score: Raw -246433.096755 + Penalty 1490.107580 = -244942.989175 nChanged 5 SP:Iteration 46Q (8205.981565 sec): 3 clusters Score: Raw -246435.323413 + Penalty 1490.107580 = -244945.215833 nChanged 4 SP:Iteration 47Q (8206.027571 sec): 3 clusters Score: Raw -246436.694482 + Penalty 1490.107580 = -244946.586901 nChanged 2 SP:Iteration 48Q (8206.072102 sec): 3 clusters Score: Raw -246437.209544 + Penalty 1490.107580 = -244947.101963 nChanged 3 SP:Iteration 49Q (8206.125698 sec): 3 clusters Score: Raw -246438.318370 + Penalty 1490.107580 = -244948.210790 nChanged 1 SP:Iteration 50Q (8206.173652 sec): 3 clusters Score: Raw -246438.615278 + Penalty 1490.107580 = -244948.507697 nChanged 0 SP:Iteration 51F (8206.216121 sec): 3 clusters Score: Raw -246438.615278 + Penalty 1490.107580 = -244948.507697 nChanged 0 Trying to split cluster 33 (3336 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8206.257385 sec): 2 clusters Score: Raw -288334.193909 + Penalty 770.690138 = -287563.503771 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8206.269196 sec): 3 clusters Score: Raw -286662.494608 + Penalty 1541.380275 = -285121.114333 nChanged 1383 SP:Iteration 1F (8206.281334 sec): 3 clusters Score: Raw -287489.883349 + Penalty 1541.380275 = -285948.503074 nChanged 263 SP:Iteration 2F (8206.293447 sec): 3 clusters Score: Raw -287693.209257 + Penalty 1541.380275 = -286151.828982 nChanged 231 SP:Iteration 3F (8206.305444 sec): 3 clusters Score: Raw -287885.930609 + Penalty 1541.380275 = -286344.550334 nChanged 228 SP:Iteration 4F (8206.317462 sec): 3 clusters Score: Raw -288102.338129 + Penalty 1541.380275 = -286560.957854 nChanged 212 SP:Iteration 5F (8206.329316 sec): 3 clusters Score: Raw -288326.218538 + Penalty 1541.380275 = -286784.838263 nChanged 206 SP:Iteration 6F (8206.341302 sec): 3 clusters Score: Raw -288537.670087 + Penalty 1541.380275 = -286996.289812 nChanged 168 SP:Iteration 7F (8206.357566 sec): 3 clusters Score: Raw -288701.363225 + Penalty 1541.380275 = -287159.982950 nChanged 138 SP:Iteration 8Q (8206.369754 sec): 3 clusters Score: Raw -288826.094437 + Penalty 1541.380275 = -287284.714161 nChanged 101 SP:Iteration 9Q (8206.381614 sec): 3 clusters Score: Raw -288904.848478 + Penalty 1541.380275 = -287363.468203 nChanged 73 SP:Iteration 10Q (8206.393370 sec): 3 clusters Score: Raw -288940.427113 + Penalty 1541.380275 = -287399.046838 nChanged 43 SP:Iteration 11Q (8206.405089 sec): 3 clusters Score: Raw -288959.061965 + Penalty 1541.380275 = -287417.681690 nChanged 37 SP:Iteration 12Q (8206.416710 sec): 3 clusters Score: Raw -288972.574625 + Penalty 1541.380275 = -287431.194350 nChanged 31 SP:Iteration 13Q (8206.428292 sec): 3 clusters Score: Raw -288983.234757 + Penalty 1541.380275 = -287441.854482 nChanged 13 SP:Iteration 14Q (8206.439979 sec): 3 clusters Score: Raw -288986.257093 + Penalty 1541.380275 = -287444.876818 nChanged 10 SP:Iteration 15Q (8206.456165 sec): 3 clusters Score: Raw -288988.297986 + Penalty 1541.380275 = -287446.917711 nChanged 6 SP:Iteration 16Q (8206.468196 sec): 3 clusters Score: Raw -288989.997740 + Penalty 1541.380275 = -287448.617465 nChanged 7 SP:Iteration 17Q (8206.479924 sec): 3 clusters Score: Raw -288992.414795 + Penalty 1541.380275 = -287451.034520 nChanged 7 SP:Iteration 18Q (8206.491614 sec): 3 clusters Score: Raw -288993.916692 + Penalty 1541.380275 = -287452.536417 nChanged 3 SP:Iteration 19Q (8206.503171 sec): 3 clusters Score: Raw -288994.311430 + Penalty 1541.380275 = -287452.931155 nChanged 0 SP:Iteration 20F (8206.515164 sec): 3 clusters Score: Raw -288994.311430 + Penalty 1541.380275 = -287452.931155 nChanged 0 Trying to split cluster 34 (287641 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8206.833599 sec): 2 clusters Score: Raw -27451539.131834 + Penalty 1194.099503 = -27450345.032331 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8207.261008 sec): 3 clusters Score: Raw -27258147.531292 + Penalty 2388.199006 = -27255759.332286 nChanged 141016 SP:Iteration 1F (8207.649504 sec): 3 clusters Score: Raw -27348655.711830 + Penalty 2388.199006 = -27346267.512824 nChanged 13242 SP:Iteration 2Q (8208.064318 sec): 3 clusters Score: Raw -27354211.687202 + Penalty 2388.199006 = -27351823.488196 nChanged 15596 SP:Iteration 3F (8208.455760 sec): 3 clusters Score: Raw -27362320.372539 + Penalty 2388.199006 = -27359932.173533 nChanged 17953 SP:Iteration 4F (8208.832823 sec): 3 clusters Score: Raw -27373659.621499 + Penalty 2388.199006 = -27371271.422493 nChanged 19425 SP:Iteration 5F (8209.194234 sec): 3 clusters Score: Raw -27388103.924727 + Penalty 2388.199006 = -27385715.725721 nChanged 18601 SP:Iteration 6F (8209.587253 sec): 3 clusters Score: Raw -27403304.766969 + Penalty 2388.199006 = -27400916.567963 nChanged 15172 SP:Iteration 7F (8209.999836 sec): 3 clusters Score: Raw -27415245.758343 + Penalty 2388.199006 = -27412857.559337 nChanged 11098 SP:Iteration 8Q (8210.396777 sec): 3 clusters Score: Raw -27422149.290483 + Penalty 2388.199006 = -27419761.091477 nChanged 7724 SP:Iteration 9Q (8210.801888 sec): 3 clusters Score: Raw -27425997.234183 + Penalty 2388.199006 = -27423609.035177 nChanged 5745 SP:Iteration 10Q (8211.179135 sec): 3 clusters Score: Raw -27428684.568404 + Penalty 2388.199006 = -27426296.369398 nChanged 5020 SP:Iteration 11Q (8211.572711 sec): 3 clusters Score: Raw -27431091.532052 + Penalty 2388.199006 = -27428703.333046 nChanged 4674 SP:Iteration 12Q (8211.960772 sec): 3 clusters Score: Raw -27433369.794652 + Penalty 2388.199006 = -27430981.595646 nChanged 4391 SP:Iteration 13Q (8212.334501 sec): 3 clusters Score: Raw -27435549.352085 + Penalty 2388.199006 = -27433161.153079 nChanged 4081 SP:Iteration 14Q (8212.720752 sec): 3 clusters Score: Raw -27437629.679134 + Penalty 2388.199006 = -27435241.480127 nChanged 3697 SP:Iteration 15Q (8213.096484 sec): 3 clusters Score: Raw -27439538.521506 + Penalty 2388.199006 = -27437150.322500 nChanged 3330 SP:Iteration 16Q (8213.468124 sec): 3 clusters Score: Raw -27441305.539060 + Penalty 2388.199006 = -27438917.340054 nChanged 2989 SP:Iteration 17Q (8213.863865 sec): 3 clusters Score: Raw -27442931.687627 + Penalty 2388.199006 = -27440543.488621 nChanged 2552 SP:Iteration 18Q (8214.221529 sec): 3 clusters Score: Raw -27444286.766906 + Penalty 2388.199006 = -27441898.567900 nChanged 2193 SP:Iteration 19Q (8214.586265 sec): 3 clusters Score: Raw -27445425.265826 + Penalty 2388.199006 = -27443037.066820 nChanged 1941 SP:Iteration 20F (8215.001575 sec): 3 clusters Score: Raw -27446407.679706 + Penalty 2388.199006 = -27444019.480700 nChanged 1674 SP:Iteration 21Q (8215.336964 sec): 3 clusters Score: Raw -27447206.669085 + Penalty 2388.199006 = -27444818.470078 nChanged 1476 SP:Iteration 22Q (8215.672177 sec): 3 clusters Score: Raw -27447898.643529 + Penalty 2388.199006 = -27445510.444523 nChanged 1364 SP:Iteration 23Q (8215.994630 sec): 3 clusters Score: Raw -27448547.698294 + Penalty 2388.199006 = -27446159.499288 nChanged 1196 SP:Iteration 24Q (8216.332950 sec): 3 clusters Score: Raw -27449116.570543 + Penalty 2388.199006 = -27446728.371537 nChanged 1055 SP:Iteration 25Q (8216.675978 sec): 3 clusters Score: Raw -27449635.079635 + Penalty 2388.199006 = -27447246.880629 nChanged 894 SP:Iteration 26Q (8217.012486 sec): 3 clusters Score: Raw -27450065.852936 + Penalty 2388.199006 = -27447677.653930 nChanged 750 SP:Iteration 27Q (8217.356041 sec): 3 clusters Score: Raw -27450439.609006 + Penalty 2388.199006 = -27448051.409999 nChanged 625 SP:Iteration 28Q (8217.678652 sec): 3 clusters Score: Raw -27450750.126674 + Penalty 2388.199006 = -27448361.927668 nChanged 498 SP:Iteration 29Q (8218.023767 sec): 3 clusters Score: Raw -27450984.190699 + Penalty 2388.199006 = -27448595.991693 nChanged 374 SP:Iteration 30Q (8218.336924 sec): 3 clusters Score: Raw -27451158.484376 + Penalty 2388.199006 = -27448770.285370 nChanged 294 SP:Iteration 31Q (8218.665128 sec): 3 clusters Score: Raw -27451292.009646 + Penalty 2388.199006 = -27448903.810640 nChanged 217 SP:Iteration 32Q (8219.017558 sec): 3 clusters Score: Raw -27451393.831642 + Penalty 2388.199006 = -27449005.632636 nChanged 171 SP:Iteration 33Q (8219.364723 sec): 3 clusters Score: Raw -27451468.956585 + Penalty 2388.199006 = -27449080.757578 nChanged 137 SP:Iteration 34Q (8219.713106 sec): 3 clusters Score: Raw -27451517.101088 + Penalty 2388.199006 = -27449128.902082 nChanged 91 SP:Iteration 35Q (8220.043171 sec): 3 clusters Score: Raw -27451553.327154 + Penalty 2388.199006 = -27449165.128148 nChanged 83 SP:Iteration 36Q (8220.359220 sec): 3 clusters Score: Raw -27451584.366385 + Penalty 2388.199006 = -27449196.167379 nChanged 71 SP:Iteration 37Q (8220.694234 sec): 3 clusters Score: Raw -27451612.022048 + Penalty 2388.199006 = -27449223.823042 nChanged 62 SP:Iteration 38Q (8221.036752 sec): 3 clusters Score: Raw -27451637.035389 + Penalty 2388.199006 = -27449248.836383 nChanged 47 SP:Iteration 39Q (8221.346463 sec): 3 clusters Score: Raw -27451659.821706 + Penalty 2388.199006 = -27449271.622700 nChanged 50 SP:Iteration 40F (8221.743270 sec): 3 clusters Score: Raw -27451685.710168 + Penalty 2388.199006 = -27449297.511162 nChanged 34 SP:Iteration 41Q (8222.072491 sec): 3 clusters Score: Raw -27451702.069411 + Penalty 2388.199006 = -27449313.870405 nChanged 27 SP:Iteration 42Q (8222.405390 sec): 3 clusters Score: Raw -27451712.532901 + Penalty 2388.199006 = -27449324.333895 nChanged 18 SP:Iteration 43Q (8222.720270 sec): 3 clusters Score: Raw -27451720.737882 + Penalty 2388.199006 = -27449332.538876 nChanged 18 SP:Iteration 44Q (8223.034321 sec): 3 clusters Score: Raw -27451727.872851 + Penalty 2388.199006 = -27449339.673844 nChanged 12 SP:Iteration 45Q (8223.373503 sec): 3 clusters Score: Raw -27451732.694940 + Penalty 2388.199006 = -27449344.495933 nChanged 11 SP:Iteration 46Q (8223.703879 sec): 3 clusters Score: Raw -27451737.202138 + Penalty 2388.199006 = -27449349.003132 nChanged 15 SP:Iteration 47Q (8224.035296 sec): 3 clusters Score: Raw -27451743.058489 + Penalty 2388.199006 = -27449354.859483 nChanged 11 SP:Iteration 48Q (8224.354091 sec): 3 clusters Score: Raw -27451749.317272 + Penalty 2388.199006 = -27449361.118265 nChanged 13 SP:Iteration 49Q (8224.668226 sec): 3 clusters Score: Raw -27451755.905645 + Penalty 2388.199006 = -27449367.706639 nChanged 6 SP:Iteration 50Q (8224.982065 sec): 3 clusters Score: Raw -27451758.582619 + Penalty 2388.199006 = -27449370.383613 nChanged 6 SP:Iteration 51Q (8225.286998 sec): 3 clusters Score: Raw -27451762.560856 + Penalty 2388.199006 = -27449374.361849 nChanged 11 SP:Iteration 52Q (8225.612567 sec): 3 clusters Score: Raw -27451766.629945 + Penalty 2388.199006 = -27449378.430939 nChanged 6 SP:Iteration 53Q (8225.944096 sec): 3 clusters Score: Raw -27451768.327815 + Penalty 2388.199006 = -27449380.128808 nChanged 7 SP:Iteration 54Q (8226.269413 sec): 3 clusters Score: Raw -27451770.825223 + Penalty 2388.199006 = -27449382.626216 nChanged 4 SP:Iteration 55Q (8226.604670 sec): 3 clusters Score: Raw -27451772.093914 + Penalty 2388.199006 = -27449383.894907 nChanged 5 SP:Iteration 56Q (8226.934743 sec): 3 clusters Score: Raw -27451773.770455 + Penalty 2388.199006 = -27449385.571449 nChanged 5 SP:Iteration 57Q (8227.276295 sec): 3 clusters Score: Raw -27451775.837345 + Penalty 2388.199006 = -27449387.638339 nChanged 5 SP:Iteration 58Q (8227.610501 sec): 3 clusters Score: Raw -27451777.240033 + Penalty 2388.199006 = -27449389.041027 nChanged 4 SP:Iteration 59Q (8227.943527 sec): 3 clusters Score: Raw -27451779.116280 + Penalty 2388.199006 = -27449390.917273 nChanged 2 SP:Iteration 60F (8228.332169 sec): 3 clusters Score: Raw -27451780.442169 + Penalty 2388.199006 = -27449392.243163 nChanged 4 SP:Iteration 61Q (8228.665444 sec): 3 clusters Score: Raw -27451781.455743 + Penalty 2388.199006 = -27449393.256737 nChanged 0 SP:Iteration 62F (8229.049984 sec): 3 clusters Score: Raw -27451781.455743 + Penalty 2388.199006 = -27449393.256737 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8229.084362 sec): 2 clusters Score: Raw -216729.266010 + Penalty 751.261847 = -215978.004163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8229.139230 sec): 3 clusters Score: Raw -215327.196039 + Penalty 1502.523694 = -213824.672344 nChanged 1121 SP:Iteration 1F (8229.192813 sec): 3 clusters Score: Raw -216000.823599 + Penalty 1502.523694 = -214498.299905 nChanged 231 SP:Iteration 2F (8229.246109 sec): 3 clusters Score: Raw -216178.081185 + Penalty 1502.523694 = -214675.557490 nChanged 185 SP:Iteration 3F (8229.298899 sec): 3 clusters Score: Raw -216376.750106 + Penalty 1502.523694 = -214874.226411 nChanged 193 SP:Iteration 4F (8229.349731 sec): 3 clusters Score: Raw -216585.207505 + Penalty 1502.523694 = -215082.683811 nChanged 164 SP:Iteration 5F (8229.401533 sec): 3 clusters Score: Raw -216742.701695 + Penalty 1502.523694 = -215240.178000 nChanged 136 SP:Iteration 6F (8229.446899 sec): 3 clusters Score: Raw -216847.105007 + Penalty 1502.523694 = -215344.581312 nChanged 117 SP:Iteration 7Q (8229.498016 sec): 3 clusters Score: Raw -216921.641244 + Penalty 1502.523694 = -215419.117550 nChanged 74 SP:Iteration 8Q (8229.549419 sec): 3 clusters Score: Raw -216969.705495 + Penalty 1502.523694 = -215467.181800 nChanged 55 SP:Iteration 9Q (8229.606393 sec): 3 clusters Score: Raw -216991.221242 + Penalty 1502.523694 = -215488.697547 nChanged 29 SP:Iteration 10Q (8229.654386 sec): 3 clusters Score: Raw -216999.318140 + Penalty 1502.523694 = -215496.794445 nChanged 12 SP:Iteration 11Q (8229.694444 sec): 3 clusters Score: Raw -217003.418702 + Penalty 1502.523694 = -215500.895008 nChanged 21 SP:Iteration 12Q (8229.745641 sec): 3 clusters Score: Raw -217010.607672 + Penalty 1502.523694 = -215508.083978 nChanged 18 SP:Iteration 13Q (8229.796773 sec): 3 clusters Score: Raw -217016.153186 + Penalty 1502.523694 = -215513.629491 nChanged 25 SP:Iteration 14Q (8229.847449 sec): 3 clusters Score: Raw -217025.861293 + Penalty 1502.523694 = -215523.337599 nChanged 24 SP:Iteration 15Q (8229.892208 sec): 3 clusters Score: Raw -217040.177459 + Penalty 1502.523694 = -215537.653764 nChanged 37 SP:Iteration 16Q (8229.943410 sec): 3 clusters Score: Raw -217061.135352 + Penalty 1502.523694 = -215558.611657 nChanged 36 SP:Iteration 17Q (8229.994405 sec): 3 clusters Score: Raw -217083.949287 + Penalty 1502.523694 = -215581.425593 nChanged 36 SP:Iteration 18Q (8230.045521 sec): 3 clusters Score: Raw -217104.081789 + Penalty 1502.523694 = -215601.558095 nChanged 29 SP:Iteration 19Q (8230.085453 sec): 3 clusters Score: Raw -217113.923869 + Penalty 1502.523694 = -215611.400174 nChanged 21 SP:Iteration 20F (8230.136876 sec): 3 clusters Score: Raw -217120.095292 + Penalty 1502.523694 = -215617.571597 nChanged 19 SP:Iteration 21Q (8230.183100 sec): 3 clusters Score: Raw -217125.517470 + Penalty 1502.523694 = -215622.993776 nChanged 12 SP:Iteration 22Q (8230.246451 sec): 3 clusters Score: Raw -217129.429019 + Penalty 1502.523694 = -215626.905325 nChanged 12 SP:Iteration 23Q (8230.286715 sec): 3 clusters Score: Raw -217133.327493 + Penalty 1502.523694 = -215630.803798 nChanged 11 SP:Iteration 24Q (8230.332437 sec): 3 clusters Score: Raw -217137.740700 + Penalty 1502.523694 = -215635.217005 nChanged 10 SP:Iteration 25Q (8230.383647 sec): 3 clusters Score: Raw -217141.615539 + Penalty 1502.523694 = -215639.091845 nChanged 14 SP:Iteration 26Q (8230.434814 sec): 3 clusters Score: Raw -217147.530512 + Penalty 1502.523694 = -215645.006818 nChanged 11 SP:Iteration 27Q (8230.474451 sec): 3 clusters Score: Raw -217153.919165 + Penalty 1502.523694 = -215651.395471 nChanged 7 SP:Iteration 28Q (8230.525536 sec): 3 clusters Score: Raw -217157.601052 + Penalty 1502.523694 = -215655.077357 nChanged 7 SP:Iteration 29Q (8230.571823 sec): 3 clusters Score: Raw -217160.694910 + Penalty 1502.523694 = -215658.171216 nChanged 8 SP:Iteration 30Q (8230.622936 sec): 3 clusters Score: Raw -217163.864112 + Penalty 1502.523694 = -215661.340417 nChanged 9 SP:Iteration 31Q (8230.667914 sec): 3 clusters Score: Raw -217167.745620 + Penalty 1502.523694 = -215665.221926 nChanged 10 SP:Iteration 32Q (8230.719035 sec): 3 clusters Score: Raw -217170.501013 + Penalty 1502.523694 = -215667.977318 nChanged 3 SP:Iteration 33Q (8230.771221 sec): 3 clusters Score: Raw -217171.269159 + Penalty 1502.523694 = -215668.745465 nChanged 6 SP:Iteration 34Q (8230.822483 sec): 3 clusters Score: Raw -217172.904275 + Penalty 1502.523694 = -215670.380580 nChanged 5 SP:Iteration 35Q (8230.873510 sec): 3 clusters Score: Raw -217174.719058 + Penalty 1502.523694 = -215672.195363 nChanged 5 SP:Iteration 36Q (8230.914171 sec): 3 clusters Score: Raw -217176.640659 + Penalty 1502.523694 = -215674.116965 nChanged 3 SP:Iteration 37Q (8230.965327 sec): 3 clusters Score: Raw -217177.587805 + Penalty 1502.523694 = -215675.064111 nChanged 6 SP:Iteration 38Q (8231.016548 sec): 3 clusters Score: Raw -217180.267938 + Penalty 1502.523694 = -215677.744243 nChanged 3 SP:Iteration 39Q (8231.056162 sec): 3 clusters Score: Raw -217181.825588 + Penalty 1502.523694 = -215679.301894 nChanged 9 SP:Iteration 40F (8231.107242 sec): 3 clusters Score: Raw -217184.909684 + Penalty 1502.523694 = -215682.385990 nChanged 9 SP:Iteration 41Q (8231.158350 sec): 3 clusters Score: Raw -217187.519172 + Penalty 1502.523694 = -215684.995477 nChanged 6 SP:Iteration 42Q (8231.209441 sec): 3 clusters Score: Raw -217188.916749 + Penalty 1502.523694 = -215686.393055 nChanged 4 SP:Iteration 43Q (8231.260779 sec): 3 clusters Score: Raw -217189.912695 + Penalty 1502.523694 = -215687.389000 nChanged 3 SP:Iteration 44Q (8231.312025 sec): 3 clusters Score: Raw -217190.662410 + Penalty 1502.523694 = -215688.138715 nChanged 0 SP:Iteration 45F (8231.363253 sec): 3 clusters Score: Raw -217190.662410 + Penalty 1502.523694 = -215688.138715 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8231.388083 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8231.438824 sec): 3 clusters Score: Raw -163887.368462 + Penalty 1431.909148 = -162455.459314 nChanged 756 SP:Iteration 1F (8231.489497 sec): 3 clusters Score: Raw -164324.182498 + Penalty 1431.909148 = -162892.273350 nChanged 159 SP:Iteration 2F (8231.540207 sec): 3 clusters Score: Raw -164455.315313 + Penalty 1431.909148 = -163023.406165 nChanged 130 SP:Iteration 3F (8231.590910 sec): 3 clusters Score: Raw -164540.200267 + Penalty 1431.909148 = -163108.291119 nChanged 88 SP:Iteration 4Q (8231.653523 sec): 3 clusters Score: Raw -164591.637769 + Penalty 1431.909148 = -163159.728620 nChanged 72 SP:Iteration 5Q (8231.692930 sec): 3 clusters Score: Raw -164637.596805 + Penalty 1431.909148 = -163205.687657 nChanged 66 SP:Iteration 6Q (8231.743546 sec): 3 clusters Score: Raw -164680.538338 + Penalty 1431.909148 = -163248.629190 nChanged 62 SP:Iteration 7Q (8231.791741 sec): 3 clusters Score: Raw -164724.911273 + Penalty 1431.909148 = -163293.002124 nChanged 59 SP:Iteration 8Q (8231.834738 sec): 3 clusters Score: Raw -164770.194400 + Penalty 1431.909148 = -163338.285251 nChanged 43 SP:Iteration 9Q (8231.892062 sec): 3 clusters Score: Raw -164812.247812 + Penalty 1431.909148 = -163380.338663 nChanged 61 SP:Iteration 10Q (8231.942606 sec): 3 clusters Score: Raw -164862.198573 + Penalty 1431.909148 = -163430.289425 nChanged 41 SP:Iteration 11Q (8231.984014 sec): 3 clusters Score: Raw -164893.337670 + Penalty 1431.909148 = -163461.428522 nChanged 32 SP:Iteration 12Q (8232.034329 sec): 3 clusters Score: Raw -164915.772098 + Penalty 1431.909148 = -163483.862950 nChanged 30 SP:Iteration 13Q (8232.084501 sec): 3 clusters Score: Raw -164936.701948 + Penalty 1431.909148 = -163504.792800 nChanged 25 SP:Iteration 14Q (8232.138422 sec): 3 clusters Score: Raw -164953.136044 + Penalty 1431.909148 = -163521.226895 nChanged 22 SP:Iteration 15Q (8232.178141 sec): 3 clusters Score: Raw -164968.168541 + Penalty 1431.909148 = -163536.259393 nChanged 18 SP:Iteration 16Q (8232.226726 sec): 3 clusters Score: Raw -164980.847500 + Penalty 1431.909148 = -163548.938352 nChanged 17 SP:Iteration 17Q (8232.269818 sec): 3 clusters Score: Raw -164990.910661 + Penalty 1431.909148 = -163559.001513 nChanged 12 SP:Iteration 18Q (8232.320141 sec): 3 clusters Score: Raw -164997.708424 + Penalty 1431.909148 = -163565.799275 nChanged 10 SP:Iteration 19Q (8232.381240 sec): 3 clusters Score: Raw -165006.553577 + Penalty 1431.909148 = -163574.644429 nChanged 9 SP:Iteration 20F (8232.419669 sec): 3 clusters Score: Raw -165014.926989 + Penalty 1431.909148 = -163583.017840 nChanged 6 SP:Iteration 21Q (8232.479776 sec): 3 clusters Score: Raw -165020.469173 + Penalty 1431.909148 = -163588.560025 nChanged 8 SP:Iteration 22Q (8232.531509 sec): 3 clusters Score: Raw -165026.452319 + Penalty 1431.909148 = -163594.543171 nChanged 5 SP:Iteration 23Q (8232.581348 sec): 3 clusters Score: Raw -165031.514115 + Penalty 1431.909148 = -163599.604967 nChanged 4 SP:Iteration 24Q (8232.624678 sec): 3 clusters Score: Raw -165033.416522 + Penalty 1431.909148 = -163601.507374 nChanged 3 SP:Iteration 25Q (8232.659278 sec): 3 clusters Score: Raw -165035.545718 + Penalty 1431.909148 = -163603.636570 nChanged 2 SP:Iteration 26Q (8232.712919 sec): 3 clusters Score: Raw -165038.721912 + Penalty 1431.909148 = -163606.812764 nChanged 5 SP:Iteration 27Q (8232.765123 sec): 3 clusters Score: Raw -165041.223492 + Penalty 1431.909148 = -163609.314344 nChanged 1 SP:Iteration 28Q (8232.809933 sec): 3 clusters Score: Raw -165041.852124 + Penalty 1431.909148 = -163609.942976 nChanged 2 SP:Iteration 29Q (8232.854270 sec): 3 clusters Score: Raw -165043.478571 + Penalty 1431.909148 = -163611.569423 nChanged 1 SP:Iteration 30Q (8232.899819 sec): 3 clusters Score: Raw -165044.492408 + Penalty 1431.909148 = -163612.583260 nChanged 1 SP:Iteration 31Q (8232.937788 sec): 3 clusters Score: Raw -165044.977649 + Penalty 1431.909148 = -163613.068501 nChanged 0 SP:Iteration 32F (8232.984314 sec): 3 clusters Score: Raw -165044.977649 + Penalty 1431.909148 = -163613.068501 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8233.010814 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8233.056869 sec): 3 clusters Score: Raw -69113.715813 + Penalty 1239.476838 = -67874.238975 nChanged 219 SP:Iteration 1F (8233.104988 sec): 3 clusters Score: Raw -69293.423978 + Penalty 1239.476838 = -68053.947140 nChanged 45 SP:Iteration 2F (8233.141733 sec): 3 clusters Score: Raw -69340.056608 + Penalty 1239.476838 = -68100.579770 nChanged 22 SP:Iteration 3Q (8233.189287 sec): 3 clusters Score: Raw -69356.616374 + Penalty 1239.476838 = -68117.139536 nChanged 14 SP:Iteration 4Q (8233.240364 sec): 3 clusters Score: Raw -69368.004051 + Penalty 1239.476838 = -68128.527213 nChanged 7 SP:Iteration 5Q (8233.277651 sec): 3 clusters Score: Raw -69374.603776 + Penalty 1239.476838 = -68135.126937 nChanged 8 SP:Iteration 6Q (8233.316309 sec): 3 clusters Score: Raw -69381.985267 + Penalty 1239.476838 = -68142.508429 nChanged 6 SP:Iteration 7Q (8233.366208 sec): 3 clusters Score: Raw -69387.455794 + Penalty 1239.476838 = -68147.978955 nChanged 11 SP:Iteration 8Q (8233.410718 sec): 3 clusters Score: Raw -69399.630212 + Penalty 1239.476838 = -68160.153374 nChanged 7 SP:Iteration 9Q (8233.461972 sec): 3 clusters Score: Raw -69407.122692 + Penalty 1239.476838 = -68167.645854 nChanged 6 SP:Iteration 10Q (8233.501954 sec): 3 clusters Score: Raw -69411.995021 + Penalty 1239.476838 = -68172.518183 nChanged 3 SP:Iteration 11Q (8233.541125 sec): 3 clusters Score: Raw -69413.367509 + Penalty 1239.476838 = -68173.890671 nChanged 1 SP:Iteration 12Q (8233.586089 sec): 3 clusters Score: Raw -69414.402363 + Penalty 1239.476838 = -68174.925525 nChanged 0 SP:Iteration 13F (8233.629875 sec): 3 clusters Score: Raw -69414.402363 + Penalty 1239.476838 = -68174.925525 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8233.658523 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8233.704649 sec): 3 clusters Score: Raw -223471.225810 + Penalty 1472.862013 = -221998.363797 nChanged 895 SP:Iteration 1F (8233.736649 sec): 3 clusters Score: Raw -223970.489506 + Penalty 1472.862013 = -222497.627493 nChanged 138 SP:Iteration 2F (8233.775324 sec): 3 clusters Score: Raw -224049.205055 + Penalty 1472.862013 = -222576.343042 nChanged 109 SP:Iteration 3Q (8233.819668 sec): 3 clusters Score: Raw -224110.914087 + Penalty 1472.862013 = -222638.052074 nChanged 92 SP:Iteration 4Q (8233.867055 sec): 3 clusters Score: Raw -224175.862646 + Penalty 1472.862013 = -222703.000633 nChanged 86 SP:Iteration 5Q (8233.917003 sec): 3 clusters Score: Raw -224230.642538 + Penalty 1472.862013 = -222757.780524 nChanged 90 SP:Iteration 6Q (8233.965767 sec): 3 clusters Score: Raw -224296.780758 + Penalty 1472.862013 = -222823.918744 nChanged 78 SP:Iteration 7Q (8234.013332 sec): 3 clusters Score: Raw -224361.508356 + Penalty 1472.862013 = -222888.646343 nChanged 79 SP:Iteration 8Q (8234.059922 sec): 3 clusters Score: Raw -224405.812372 + Penalty 1472.862013 = -222932.950359 nChanged 67 SP:Iteration 9Q (8234.112038 sec): 3 clusters Score: Raw -224442.142009 + Penalty 1472.862013 = -222969.279995 nChanged 61 SP:Iteration 10Q (8234.160052 sec): 3 clusters Score: Raw -224479.078661 + Penalty 1472.862013 = -223006.216647 nChanged 55 SP:Iteration 11Q (8234.211496 sec): 3 clusters Score: Raw -224504.205919 + Penalty 1472.862013 = -223031.343906 nChanged 49 SP:Iteration 12Q (8234.261177 sec): 3 clusters Score: Raw -224523.268676 + Penalty 1472.862013 = -223050.406662 nChanged 21 SP:Iteration 13Q (8234.299954 sec): 3 clusters Score: Raw -224532.548999 + Penalty 1472.862013 = -223059.686985 nChanged 21 SP:Iteration 14Q (8234.351465 sec): 3 clusters Score: Raw -224541.059736 + Penalty 1472.862013 = -223068.197722 nChanged 25 SP:Iteration 15Q (8234.405152 sec): 3 clusters Score: Raw -224549.135341 + Penalty 1472.862013 = -223076.273328 nChanged 25 SP:Iteration 16Q (8234.452728 sec): 3 clusters Score: Raw -224557.985572 + Penalty 1472.862013 = -223085.123559 nChanged 23 SP:Iteration 17Q (8234.504698 sec): 3 clusters Score: Raw -224567.319512 + Penalty 1472.862013 = -223094.457499 nChanged 22 SP:Iteration 18Q (8234.544124 sec): 3 clusters Score: Raw -224579.936930 + Penalty 1472.862013 = -223107.074917 nChanged 25 SP:Iteration 19Q (8234.593663 sec): 3 clusters Score: Raw -224588.756327 + Penalty 1472.862013 = -223115.894314 nChanged 18 SP:Iteration 20F (8234.643703 sec): 3 clusters Score: Raw -224596.588264 + Penalty 1472.862013 = -223123.726251 nChanged 12 SP:Iteration 21Q (8234.706119 sec): 3 clusters Score: Raw -224599.249349 + Penalty 1472.862013 = -223126.387336 nChanged 6 SP:Iteration 22Q (8234.748324 sec): 3 clusters Score: Raw -224601.120107 + Penalty 1472.862013 = -223128.258094 nChanged 3 SP:Iteration 23Q (8234.797950 sec): 3 clusters Score: Raw -224601.611000 + Penalty 1472.862013 = -223128.748987 nChanged 3 SP:Iteration 24Q (8234.847043 sec): 3 clusters Score: Raw -224602.157976 + Penalty 1472.862013 = -223129.295963 nChanged 2 SP:Iteration 25Q (8234.900265 sec): 3 clusters Score: Raw -224602.537516 + Penalty 1472.862013 = -223129.675503 nChanged 3 SP:Iteration 26Q (8234.938416 sec): 3 clusters Score: Raw -224603.586245 + Penalty 1472.862013 = -223130.724232 nChanged 3 SP:Iteration 27Q (8234.986225 sec): 3 clusters Score: Raw -224604.490179 + Penalty 1472.862013 = -223131.628165 nChanged 2 SP:Iteration 28Q (8235.040504 sec): 3 clusters Score: Raw -224604.995245 + Penalty 1472.862013 = -223132.133231 nChanged 2 SP:Iteration 29Q (8235.086860 sec): 3 clusters Score: Raw -224605.448677 + Penalty 1472.862013 = -223132.586664 nChanged 1 SP:Iteration 30Q (8235.138471 sec): 3 clusters Score: Raw -224605.662243 + Penalty 1472.862013 = -223132.800230 nChanged 1 SP:Iteration 31Q (8235.182351 sec): 3 clusters Score: Raw -224605.739878 + Penalty 1472.862013 = -223132.877865 nChanged 0 SP:Iteration 32F (8235.221753 sec): 3 clusters Score: Raw -224605.739878 + Penalty 1472.862013 = -223132.877865 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8235.268167 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8235.328911 sec): 3 clusters Score: Raw -975163.579115 + Penalty 1754.303745 = -973409.275370 nChanged 4557 SP:Iteration 1F (8235.382888 sec): 3 clusters Score: Raw -977750.793038 + Penalty 1754.303745 = -975996.489293 nChanged 668 SP:Iteration 2F (8235.426475 sec): 3 clusters Score: Raw -978116.921769 + Penalty 1754.303745 = -976362.618024 nChanged 664 SP:Iteration 3F (8235.482856 sec): 3 clusters Score: Raw -978474.697622 + Penalty 1754.303745 = -976720.393876 nChanged 595 SP:Iteration 4F (8235.540051 sec): 3 clusters Score: Raw -978833.745575 + Penalty 1754.303745 = -977079.441830 nChanged 568 SP:Iteration 5F (8235.604618 sec): 3 clusters Score: Raw -979202.277973 + Penalty 1754.303745 = -977447.974228 nChanged 501 SP:Iteration 6Q (8235.663875 sec): 3 clusters Score: Raw -979524.258814 + Penalty 1754.303745 = -977769.955068 nChanged 451 SP:Iteration 7Q (8235.716587 sec): 3 clusters Score: Raw -979779.295714 + Penalty 1754.303745 = -978024.991968 nChanged 350 SP:Iteration 8Q (8235.777972 sec): 3 clusters Score: Raw -979940.769174 + Penalty 1754.303745 = -978186.465429 nChanged 271 SP:Iteration 9Q (8235.836472 sec): 3 clusters Score: Raw -980052.322553 + Penalty 1754.303745 = -978298.018807 nChanged 232 SP:Iteration 10Q (8235.898586 sec): 3 clusters Score: Raw -980137.009019 + Penalty 1754.303745 = -978382.705274 nChanged 206 SP:Iteration 11Q (8235.926887 sec): 3 clusters Score: Raw -980214.337918 + Penalty 1754.303745 = -978460.034173 nChanged 191 SP:Iteration 12Q (8235.998940 sec): 3 clusters Score: Raw -980281.246499 + Penalty 1754.303745 = -978526.942753 nChanged 137 SP:Iteration 13Q (8236.059604 sec): 3 clusters Score: Raw -980320.222237 + Penalty 1754.303745 = -978565.918492 nChanged 127 SP:Iteration 14Q (8236.114530 sec): 3 clusters Score: Raw -980356.698774 + Penalty 1754.303745 = -978602.395029 nChanged 113 SP:Iteration 15Q (8236.170632 sec): 3 clusters Score: Raw -980391.209923 + Penalty 1754.303745 = -978636.906178 nChanged 125 SP:Iteration 16Q (8236.229239 sec): 3 clusters Score: Raw -980422.293462 + Penalty 1754.303745 = -978667.989717 nChanged 94 SP:Iteration 17Q (8236.276615 sec): 3 clusters Score: Raw -980442.635084 + Penalty 1754.303745 = -978688.331339 nChanged 77 SP:Iteration 18Q (8236.332111 sec): 3 clusters Score: Raw -980458.180111 + Penalty 1754.303745 = -978703.876366 nChanged 61 SP:Iteration 19Q (8236.382288 sec): 3 clusters Score: Raw -980470.268533 + Penalty 1754.303745 = -978715.964788 nChanged 59 SP:Iteration 20F (8236.443178 sec): 3 clusters Score: Raw -980484.351955 + Penalty 1754.303745 = -978730.048210 nChanged 69 SP:Iteration 21Q (8236.503824 sec): 3 clusters Score: Raw -980499.129354 + Penalty 1754.303745 = -978744.825609 nChanged 47 SP:Iteration 22Q (8236.564255 sec): 3 clusters Score: Raw -980507.796636 + Penalty 1754.303745 = -978753.492891 nChanged 55 SP:Iteration 23Q (8236.632734 sec): 3 clusters Score: Raw -980520.922034 + Penalty 1754.303745 = -978766.618289 nChanged 62 SP:Iteration 24Q (8236.679423 sec): 3 clusters Score: Raw -980537.505619 + Penalty 1754.303745 = -978783.201874 nChanged 51 SP:Iteration 25Q (8236.739774 sec): 3 clusters Score: Raw -980549.210082 + Penalty 1754.303745 = -978794.906337 nChanged 61 SP:Iteration 26Q (8236.800147 sec): 3 clusters Score: Raw -980565.699401 + Penalty 1754.303745 = -978811.395656 nChanged 58 SP:Iteration 27Q (8236.856182 sec): 3 clusters Score: Raw -980579.652426 + Penalty 1754.303745 = -978825.348681 nChanged 41 SP:Iteration 28Q (8236.916740 sec): 3 clusters Score: Raw -980586.527847 + Penalty 1754.303745 = -978832.224102 nChanged 29 SP:Iteration 29Q (8236.968675 sec): 3 clusters Score: Raw -980591.264324 + Penalty 1754.303745 = -978836.960579 nChanged 38 SP:Iteration 30Q (8237.027848 sec): 3 clusters Score: Raw -980597.347185 + Penalty 1754.303745 = -978843.043440 nChanged 45 SP:Iteration 31Q (8237.086902 sec): 3 clusters Score: Raw -980605.209168 + Penalty 1754.303745 = -978850.905423 nChanged 48 SP:Iteration 32Q (8237.139094 sec): 3 clusters Score: Raw -980613.686113 + Penalty 1754.303745 = -978859.382368 nChanged 49 SP:Iteration 33Q (8237.197747 sec): 3 clusters Score: Raw -980622.574967 + Penalty 1754.303745 = -978868.271222 nChanged 48 SP:Iteration 34Q (8237.260700 sec): 3 clusters Score: Raw -980631.689877 + Penalty 1754.303745 = -978877.386132 nChanged 53 SP:Iteration 35Q (8237.323071 sec): 3 clusters Score: Raw -980644.636579 + Penalty 1754.303745 = -978890.332834 nChanged 63 SP:Iteration 36Q (8237.386093 sec): 3 clusters Score: Raw -980660.460855 + Penalty 1754.303745 = -978906.157110 nChanged 66 SP:Iteration 37Q (8237.443947 sec): 3 clusters Score: Raw -980679.109147 + Penalty 1754.303745 = -978924.805402 nChanged 72 SP:Iteration 38Q (8237.506725 sec): 3 clusters Score: Raw -980698.837723 + Penalty 1754.303745 = -978944.533978 nChanged 80 SP:Iteration 39Q (8237.553065 sec): 3 clusters Score: Raw -980722.968246 + Penalty 1754.303745 = -978968.664501 nChanged 72 SP:Iteration 40F (8237.613358 sec): 3 clusters Score: Raw -980740.780466 + Penalty 1754.303745 = -978986.476721 nChanged 72 SP:Iteration 41Q (8237.672117 sec): 3 clusters Score: Raw -980764.110705 + Penalty 1754.303745 = -979009.806960 nChanged 74 SP:Iteration 42Q (8237.731096 sec): 3 clusters Score: Raw -980789.775710 + Penalty 1754.303745 = -979035.471965 nChanged 78 SP:Iteration 43Q (8237.790043 sec): 3 clusters Score: Raw -980817.551300 + Penalty 1754.303745 = -979063.247555 nChanged 73 SP:Iteration 44Q (8237.844674 sec): 3 clusters Score: Raw -980844.225446 + Penalty 1754.303745 = -979089.921701 nChanged 65 SP:Iteration 45Q (8237.903718 sec): 3 clusters Score: Raw -980867.417807 + Penalty 1754.303745 = -979113.114062 nChanged 59 SP:Iteration 46Q (8237.958013 sec): 3 clusters Score: Raw -980886.124739 + Penalty 1754.303745 = -979131.820994 nChanged 57 SP:Iteration 47Q (8238.008376 sec): 3 clusters Score: Raw -980905.984094 + Penalty 1754.303745 = -979151.680349 nChanged 68 SP:Iteration 48Q (8238.066782 sec): 3 clusters Score: Raw -980926.069682 + Penalty 1754.303745 = -979171.765937 nChanged 62 SP:Iteration 49Q (8238.125425 sec): 3 clusters Score: Raw -980945.653509 + Penalty 1754.303745 = -979191.349764 nChanged 59 SP:Iteration 50Q (8238.184792 sec): 3 clusters Score: Raw -980964.401092 + Penalty 1754.303745 = -979210.097347 nChanged 46 SP:Iteration 51Q (8238.243342 sec): 3 clusters Score: Raw -980975.724653 + Penalty 1754.303745 = -979221.420908 nChanged 35 SP:Iteration 52Q (8238.302082 sec): 3 clusters Score: Raw -980983.314431 + Penalty 1754.303745 = -979229.010686 nChanged 36 SP:Iteration 53Q (8238.359608 sec): 3 clusters Score: Raw -980991.404646 + Penalty 1754.303745 = -979237.100900 nChanged 37 SP:Iteration 54Q (8238.417997 sec): 3 clusters Score: Raw -981000.538197 + Penalty 1754.303745 = -979246.234452 nChanged 36 SP:Iteration 55Q (8238.469222 sec): 3 clusters Score: Raw -981008.938195 + Penalty 1754.303745 = -979254.634450 nChanged 29 SP:Iteration 56Q (8238.527672 sec): 3 clusters Score: Raw -981017.929022 + Penalty 1754.303745 = -979263.625277 nChanged 31 SP:Iteration 57Q (8238.586098 sec): 3 clusters Score: Raw -981025.787275 + Penalty 1754.303745 = -979271.483530 nChanged 29 SP:Iteration 58Q (8238.644280 sec): 3 clusters Score: Raw -981035.641015 + Penalty 1754.303745 = -979281.337270 nChanged 38 SP:Iteration 59Q (8238.703050 sec): 3 clusters Score: Raw -981049.051939 + Penalty 1754.303745 = -979294.748194 nChanged 47 SP:Iteration 60F (8238.762740 sec): 3 clusters Score: Raw -981071.423604 + Penalty 1754.303745 = -979317.119859 nChanged 48 SP:Iteration 61Q (8238.818527 sec): 3 clusters Score: Raw -981092.888555 + Penalty 1754.303745 = -979338.584810 nChanged 50 SP:Iteration 62Q (8238.877694 sec): 3 clusters Score: Raw -981115.584628 + Penalty 1754.303745 = -979361.280883 nChanged 46 SP:Iteration 63Q (8238.935570 sec): 3 clusters Score: Raw -981136.287954 + Penalty 1754.303745 = -979381.984209 nChanged 47 SP:Iteration 64Q (8238.993496 sec): 3 clusters Score: Raw -981161.019362 + Penalty 1754.303745 = -979406.715617 nChanged 43 SP:Iteration 65Q (8239.052148 sec): 3 clusters Score: Raw -981177.983072 + Penalty 1754.303745 = -979423.679327 nChanged 30 SP:Iteration 66Q (8239.110149 sec): 3 clusters Score: Raw -981185.497761 + Penalty 1754.303745 = -979431.194016 nChanged 29 SP:Iteration 67Q (8239.168220 sec): 3 clusters Score: Raw -981193.835298 + Penalty 1754.303745 = -979439.531553 nChanged 25 SP:Iteration 68Q (8239.220186 sec): 3 clusters Score: Raw -981204.477249 + Penalty 1754.303745 = -979450.173504 nChanged 27 SP:Iteration 69Q (8239.279119 sec): 3 clusters Score: Raw -981214.342170 + Penalty 1754.303745 = -979460.038425 nChanged 22 SP:Iteration 70Q (8239.336991 sec): 3 clusters Score: Raw -981220.635586 + Penalty 1754.303745 = -979466.331841 nChanged 18 SP:Iteration 71Q (8239.396183 sec): 3 clusters Score: Raw -981226.982777 + Penalty 1754.303745 = -979472.679032 nChanged 13 SP:Iteration 72Q (8239.446809 sec): 3 clusters Score: Raw -981230.074757 + Penalty 1754.303745 = -979475.771012 nChanged 11 SP:Iteration 73Q (8239.506361 sec): 3 clusters Score: Raw -981232.822529 + Penalty 1754.303745 = -979478.518784 nChanged 13 SP:Iteration 74Q (8239.566204 sec): 3 clusters Score: Raw -981235.569603 + Penalty 1754.303745 = -979481.265858 nChanged 8 SP:Iteration 75Q (8239.622290 sec): 3 clusters Score: Raw -981237.134916 + Penalty 1754.303745 = -979482.831171 nChanged 5 SP:Iteration 76Q (8239.681564 sec): 3 clusters Score: Raw -981238.103515 + Penalty 1754.303745 = -979483.799770 nChanged 2 SP:Iteration 77Q (8239.735551 sec): 3 clusters Score: Raw -981238.351218 + Penalty 1754.303745 = -979484.047472 nChanged 3 SP:Iteration 78Q (8239.784354 sec): 3 clusters Score: Raw -981238.850346 + Penalty 1754.303745 = -979484.546601 nChanged 2 SP:Iteration 79Q (8239.850253 sec): 3 clusters Score: Raw -981239.091485 + Penalty 1754.303745 = -979484.787740 nChanged 0 SP:Iteration 80F (8239.896064 sec): 3 clusters Score: Raw -981239.091485 + Penalty 1754.303745 = -979484.787740 nChanged 0 Trying to split cluster 40 (4164 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8239.927722 sec): 2 clusters Score: Raw -400022.317507 + Penalty 791.751986 = -399230.565522 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8239.974661 sec): 3 clusters Score: Raw -397699.203624 + Penalty 1583.503972 = -396115.699653 nChanged 1742 SP:Iteration 1F (8240.028626 sec): 3 clusters Score: Raw -398669.760371 + Penalty 1583.503972 = -397086.256399 nChanged 254 SP:Iteration 2F (8240.073529 sec): 3 clusters Score: Raw -398799.469696 + Penalty 1583.503972 = -397215.965725 nChanged 209 SP:Iteration 3F (8240.129117 sec): 3 clusters Score: Raw -398888.236434 + Penalty 1583.503972 = -397304.732462 nChanged 173 SP:Iteration 4Q (8240.176019 sec): 3 clusters Score: Raw -398969.930446 + Penalty 1583.503972 = -397386.426474 nChanged 180 SP:Iteration 5Q (8240.223535 sec): 3 clusters Score: Raw -399066.014559 + Penalty 1583.503972 = -397482.510588 nChanged 172 SP:Iteration 6Q (8240.264997 sec): 3 clusters Score: Raw -399172.521835 + Penalty 1583.503972 = -397589.017864 nChanged 164 SP:Iteration 7Q (8240.315453 sec): 3 clusters Score: Raw -399265.721559 + Penalty 1583.503972 = -397682.217587 nChanged 182 SP:Iteration 8Q (8240.366769 sec): 3 clusters Score: Raw -399365.949727 + Penalty 1583.503972 = -397782.445756 nChanged 188 SP:Iteration 9Q (8240.419868 sec): 3 clusters Score: Raw -399479.457605 + Penalty 1583.503972 = -397895.953634 nChanged 161 SP:Iteration 10Q (8240.465828 sec): 3 clusters Score: Raw -399589.893255 + Penalty 1583.503972 = -398006.389284 nChanged 156 SP:Iteration 11Q (8240.521164 sec): 3 clusters Score: Raw -399702.945018 + Penalty 1583.503972 = -398119.441047 nChanged 140 SP:Iteration 12Q (8240.574930 sec): 3 clusters Score: Raw -399792.870180 + Penalty 1583.503972 = -398209.366208 nChanged 100 SP:Iteration 13Q (8240.617465 sec): 3 clusters Score: Raw -399858.547375 + Penalty 1583.503972 = -398275.043404 nChanged 92 SP:Iteration 14Q (8240.667220 sec): 3 clusters Score: Raw -399905.820780 + Penalty 1583.503972 = -398322.316808 nChanged 67 SP:Iteration 15Q (8240.725439 sec): 3 clusters Score: Raw -399947.719819 + Penalty 1583.503972 = -398364.215848 nChanged 73 SP:Iteration 16Q (8240.769491 sec): 3 clusters Score: Raw -399989.394943 + Penalty 1583.503972 = -398405.890972 nChanged 54 SP:Iteration 17Q (8240.821227 sec): 3 clusters Score: Raw -400018.254552 + Penalty 1583.503972 = -398434.750581 nChanged 53 SP:Iteration 18Q (8240.879054 sec): 3 clusters Score: Raw -400047.837042 + Penalty 1583.503972 = -398464.333071 nChanged 37 SP:Iteration 19Q (8240.922776 sec): 3 clusters Score: Raw -400063.448013 + Penalty 1583.503972 = -398479.944042 nChanged 27 SP:Iteration 20F (8240.976540 sec): 3 clusters Score: Raw -400072.384466 + Penalty 1583.503972 = -398488.880494 nChanged 21 SP:Iteration 21Q (8241.012758 sec): 3 clusters Score: Raw -400079.192720 + Penalty 1583.503972 = -398495.688748 nChanged 23 SP:Iteration 22Q (8241.061196 sec): 3 clusters Score: Raw -400087.774037 + Penalty 1583.503972 = -398504.270066 nChanged 21 SP:Iteration 23Q (8241.106179 sec): 3 clusters Score: Raw -400095.331896 + Penalty 1583.503972 = -398511.827925 nChanged 13 SP:Iteration 24Q (8241.165986 sec): 3 clusters Score: Raw -400099.376732 + Penalty 1583.503972 = -398515.872760 nChanged 17 SP:Iteration 25Q (8241.213476 sec): 3 clusters Score: Raw -400106.748511 + Penalty 1583.503972 = -398523.244539 nChanged 19 SP:Iteration 26Q (8241.262153 sec): 3 clusters Score: Raw -400115.812967 + Penalty 1583.503972 = -398532.308995 nChanged 15 SP:Iteration 27Q (8241.304245 sec): 3 clusters Score: Raw -400123.612139 + Penalty 1583.503972 = -398540.108167 nChanged 14 SP:Iteration 28Q (8241.349925 sec): 3 clusters Score: Raw -400128.986272 + Penalty 1583.503972 = -398545.482300 nChanged 15 SP:Iteration 29Q (8241.400727 sec): 3 clusters Score: Raw -400136.243698 + Penalty 1583.503972 = -398552.739726 nChanged 12 SP:Iteration 30Q (8241.447474 sec): 3 clusters Score: Raw -400140.874749 + Penalty 1583.503972 = -398557.370777 nChanged 5 SP:Iteration 31Q (8241.491275 sec): 3 clusters Score: Raw -400142.760693 + Penalty 1583.503972 = -398559.256721 nChanged 7 SP:Iteration 32Q (8241.540483 sec): 3 clusters Score: Raw -400145.337630 + Penalty 1583.503972 = -398561.833658 nChanged 4 SP:Iteration 33Q (8241.596820 sec): 3 clusters Score: Raw -400146.698416 + Penalty 1583.503972 = -398563.194444 nChanged 4 SP:Iteration 34Q (8241.647227 sec): 3 clusters Score: Raw -400147.577080 + Penalty 1583.503972 = -398564.073108 nChanged 3 SP:Iteration 35Q (8241.687851 sec): 3 clusters Score: Raw -400147.774870 + Penalty 1583.503972 = -398564.270898 nChanged 0 SP:Iteration 36F (8241.749193 sec): 3 clusters Score: Raw -400147.774870 + Penalty 1583.503972 = -398564.270898 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8241.780958 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8241.831494 sec): 3 clusters Score: Raw -668050.513500 + Penalty 1684.516494 = -666365.997005 nChanged 3097 SP:Iteration 1F (8241.891310 sec): 3 clusters Score: Raw -669707.295880 + Penalty 1684.516494 = -668022.779386 nChanged 428 SP:Iteration 2F (8241.944508 sec): 3 clusters Score: Raw -669901.140729 + Penalty 1684.516494 = -668216.624234 nChanged 371 SP:Iteration 3F (8241.991953 sec): 3 clusters Score: Raw -670049.130559 + Penalty 1684.516494 = -668364.614065 nChanged 318 SP:Iteration 4Q (8242.039177 sec): 3 clusters Score: Raw -670174.384469 + Penalty 1684.516494 = -668489.867975 nChanged 267 SP:Iteration 5Q (8242.094039 sec): 3 clusters Score: Raw -670296.319020 + Penalty 1684.516494 = -668611.802526 nChanged 286 SP:Iteration 6Q (8242.142304 sec): 3 clusters Score: Raw -670437.180203 + Penalty 1684.516494 = -668752.663708 nChanged 319 SP:Iteration 7Q (8242.198632 sec): 3 clusters Score: Raw -670606.725839 + Penalty 1684.516494 = -668922.209345 nChanged 319 SP:Iteration 8Q (8242.258125 sec): 3 clusters Score: Raw -670810.477281 + Penalty 1684.516494 = -669125.960787 nChanged 335 SP:Iteration 9Q (8242.305344 sec): 3 clusters Score: Raw -671046.701136 + Penalty 1684.516494 = -669362.184641 nChanged 350 SP:Iteration 10Q (8242.353577 sec): 3 clusters Score: Raw -671297.204094 + Penalty 1684.516494 = -669612.687600 nChanged 295 SP:Iteration 11Q (8242.404431 sec): 3 clusters Score: Raw -671516.829761 + Penalty 1684.516494 = -669832.313267 nChanged 216 SP:Iteration 12Q (8242.450833 sec): 3 clusters Score: Raw -671675.370264 + Penalty 1684.516494 = -669990.853770 nChanged 177 SP:Iteration 13Q (8242.503726 sec): 3 clusters Score: Raw -671804.710684 + Penalty 1684.516494 = -670120.194189 nChanged 138 SP:Iteration 14Q (8242.564182 sec): 3 clusters Score: Raw -671891.588422 + Penalty 1684.516494 = -670207.071928 nChanged 117 SP:Iteration 15Q (8242.619063 sec): 3 clusters Score: Raw -671971.321389 + Penalty 1684.516494 = -670286.804895 nChanged 88 SP:Iteration 16Q (8242.667437 sec): 3 clusters Score: Raw -672032.718003 + Penalty 1684.516494 = -670348.201508 nChanged 64 SP:Iteration 17Q (8242.721996 sec): 3 clusters Score: Raw -672061.586953 + Penalty 1684.516494 = -670377.070458 nChanged 38 SP:Iteration 18Q (8242.774833 sec): 3 clusters Score: Raw -672079.217799 + Penalty 1684.516494 = -670394.701304 nChanged 38 SP:Iteration 19Q (8242.827735 sec): 3 clusters Score: Raw -672096.500791 + Penalty 1684.516494 = -670411.984297 nChanged 32 SP:Iteration 20F (8242.890314 sec): 3 clusters Score: Raw -672109.740033 + Penalty 1684.516494 = -670425.223539 nChanged 28 SP:Iteration 21Q (8242.935385 sec): 3 clusters Score: Raw -672122.420189 + Penalty 1684.516494 = -670437.903695 nChanged 36 SP:Iteration 22Q (8243.000682 sec): 3 clusters Score: Raw -672140.213350 + Penalty 1684.516494 = -670455.696856 nChanged 28 SP:Iteration 23Q (8243.043751 sec): 3 clusters Score: Raw -672153.397199 + Penalty 1684.516494 = -670468.880705 nChanged 25 SP:Iteration 24Q (8243.105310 sec): 3 clusters Score: Raw -672168.626518 + Penalty 1684.516494 = -670484.110023 nChanged 22 SP:Iteration 25Q (8243.147969 sec): 3 clusters Score: Raw -672179.370937 + Penalty 1684.516494 = -670494.854443 nChanged 23 SP:Iteration 26Q (8243.199790 sec): 3 clusters Score: Raw -672195.609009 + Penalty 1684.516494 = -670511.092515 nChanged 18 SP:Iteration 27Q (8243.262276 sec): 3 clusters Score: Raw -672208.309418 + Penalty 1684.516494 = -670523.792924 nChanged 20 SP:Iteration 28Q (8243.315993 sec): 3 clusters Score: Raw -672220.790398 + Penalty 1684.516494 = -670536.273904 nChanged 16 SP:Iteration 29Q (8243.363582 sec): 3 clusters Score: Raw -672235.382973 + Penalty 1684.516494 = -670550.866479 nChanged 18 SP:Iteration 30Q (8243.402520 sec): 3 clusters Score: Raw -672246.037188 + Penalty 1684.516494 = -670561.520694 nChanged 12 SP:Iteration 31Q (8243.466511 sec): 3 clusters Score: Raw -672253.195894 + Penalty 1684.516494 = -670568.679399 nChanged 13 SP:Iteration 32Q (8243.521340 sec): 3 clusters Score: Raw -672262.358447 + Penalty 1684.516494 = -670577.841952 nChanged 12 SP:Iteration 33Q (8243.565326 sec): 3 clusters Score: Raw -672269.309087 + Penalty 1684.516494 = -670584.792592 nChanged 8 SP:Iteration 34Q (8243.628639 sec): 3 clusters Score: Raw -672274.731564 + Penalty 1684.516494 = -670590.215069 nChanged 11 SP:Iteration 35Q (8243.677811 sec): 3 clusters Score: Raw -672284.207398 + Penalty 1684.516494 = -670599.690904 nChanged 11 SP:Iteration 36Q (8243.723404 sec): 3 clusters Score: Raw -672293.221488 + Penalty 1684.516494 = -670608.704993 nChanged 13 SP:Iteration 37Q (8243.773570 sec): 3 clusters Score: Raw -672303.706823 + Penalty 1684.516494 = -670619.190328 nChanged 7 SP:Iteration 38Q (8243.834637 sec): 3 clusters Score: Raw -672310.775862 + Penalty 1684.516494 = -670626.259367 nChanged 9 SP:Iteration 39Q (8243.877869 sec): 3 clusters Score: Raw -672318.124715 + Penalty 1684.516494 = -670633.608221 nChanged 5 SP:Iteration 40F (8243.939613 sec): 3 clusters Score: Raw -672320.538063 + Penalty 1684.516494 = -670636.021568 nChanged 1 SP:Iteration 41Q (8243.983563 sec): 3 clusters Score: Raw -672321.055908 + Penalty 1684.516494 = -670636.539414 nChanged 3 SP:Iteration 42Q (8244.037627 sec): 3 clusters Score: Raw -672323.882082 + Penalty 1684.516494 = -670639.365587 nChanged 5 SP:Iteration 43Q (8244.082175 sec): 3 clusters Score: Raw -672326.451523 + Penalty 1684.516494 = -670641.935028 nChanged 5 SP:Iteration 44Q (8244.131785 sec): 3 clusters Score: Raw -672329.860044 + Penalty 1684.516494 = -670645.343550 nChanged 4 SP:Iteration 45Q (8244.186481 sec): 3 clusters Score: Raw -672332.059165 + Penalty 1684.516494 = -670647.542671 nChanged 2 SP:Iteration 46Q (8244.240876 sec): 3 clusters Score: Raw -672333.661249 + Penalty 1684.516494 = -670649.144755 nChanged 0 SP:Iteration 47F (8244.297905 sec): 3 clusters Score: Raw -672333.661249 + Penalty 1684.516494 = -670649.144755 nChanged 0 Iteration 579Q (8252.742386 sec): 42 clusters Score: Raw -89568792.375559 + Penalty 53737.232514 = -89515055.143045 nChanged 16 Iteration 580F (8272.111757 sec): 42 clusters Score: Raw -89568792.460118 + Penalty 53737.232514 = -89515055.227604 nChanged 15 Iteration 581Q (8281.816951 sec): 42 clusters Score: Raw -89568792.615157 + Penalty 53737.232514 = -89515055.382643 nChanged 13 Iteration 582Q (8291.175587 sec): 42 clusters Score: Raw -89568792.797731 + Penalty 53737.232514 = -89515055.565217 nChanged 17 Iteration 583Q (8300.201007 sec): 42 clusters Score: Raw -89568792.991684 + Penalty 53737.232514 = -89515055.759170 nChanged 26 Iteration 584Q (8309.415096 sec): 42 clusters Score: Raw -89568793.238379 + Penalty 53737.232514 = -89515056.005865 nChanged 25 Iteration 585Q (8318.678289 sec): 42 clusters Score: Raw -89568793.503846 + Penalty 53737.232514 = -89515056.271332 nChanged 32 Iteration 586Q (8328.237505 sec): 42 clusters Score: Raw -89568793.777386 + Penalty 53737.232514 = -89515056.544872 nChanged 27 Iteration 587Q (8337.861843 sec): 42 clusters Score: Raw -89568793.936218 + Penalty 53737.232514 = -89515056.703704 nChanged 23 Iteration 588Q (8347.241511 sec): 42 clusters Score: Raw -89568794.127427 + Penalty 53737.232514 = -89515056.894913 nChanged 25 Iteration 589Q (8356.266197 sec): 42 clusters Score: Raw -89568794.295665 + Penalty 53737.232514 = -89515057.063152 nChanged 30 Iteration 590Q (8365.273487 sec): 42 clusters Score: Raw -89568794.533078 + Penalty 53737.232514 = -89515057.300564 nChanged 31 Iteration 591Q (8374.722494 sec): 42 clusters Score: Raw -89568794.762465 + Penalty 53737.232514 = -89515057.529951 nChanged 25 Iteration 592Q (8384.315291 sec): 42 clusters Score: Raw -89568794.922794 + Penalty 53737.232514 = -89515057.690281 nChanged 21 Iteration 593Q (8393.942494 sec): 42 clusters Score: Raw -89568795.098753 + Penalty 53737.232514 = -89515057.866239 nChanged 23 Iteration 594Q (8403.538337 sec): 42 clusters Score: Raw -89568795.288107 + Penalty 53737.232514 = -89515058.055593 nChanged 29 Iteration 595Q (8412.762782 sec): 42 clusters Score: Raw -89568795.467013 + Penalty 53737.232514 = -89515058.234499 nChanged 22 Iteration 596Q (8421.698502 sec): 42 clusters Score: Raw -89568795.599226 + Penalty 53737.232514 = -89515058.366712 nChanged 22 Iteration 597Q (8430.972126 sec): 42 clusters Score: Raw -89568795.741326 + Penalty 53737.232514 = -89515058.508812 nChanged 17 Iteration 598Q (8440.399481 sec): 42 clusters Score: Raw -89568795.877158 + Penalty 53737.232514 = -89515058.644644 nChanged 15 Iteration 599Q (8450.043239 sec): 42 clusters Score: Raw -89568795.996052 + Penalty 53737.232514 = -89515058.763539 nChanged 14 Iteration 600F (8469.399541 sec): 42 clusters Score: Raw -89568796.094174 + Penalty 53737.232514 = -89515058.861661 nChanged 17 Iteration 601Q (8478.680571 sec): 42 clusters Score: Raw -89568796.205716 + Penalty 53737.232514 = -89515058.973203 nChanged 17 Iteration 602Q (8487.962101 sec): 42 clusters Score: Raw -89568796.306417 + Penalty 53737.232514 = -89515059.073903 nChanged 17 Iteration 603Q (8496.708359 sec): 42 clusters Score: Raw -89568796.416949 + Penalty 53737.232514 = -89515059.184435 nChanged 24 Iteration 604Q (8506.310074 sec): 42 clusters Score: Raw -89568796.618483 + Penalty 53737.232514 = -89515059.385969 nChanged 16 Iteration 605Q (8516.048139 sec): 42 clusters Score: Raw -89568796.765560 + Penalty 53737.232514 = -89515059.533046 nChanged 10 Iteration 606Q (8525.641292 sec): 42 clusters Score: Raw -89568796.828556 + Penalty 53737.232514 = -89515059.596042 nChanged 10 Iteration 607Q (8535.038200 sec): 42 clusters Score: Raw -89568796.892324 + Penalty 53737.232514 = -89515059.659810 nChanged 5 Iteration 608Q (8544.062189 sec): 42 clusters Score: Raw -89568796.954666 + Penalty 53737.232514 = -89515059.722152 nChanged 6 Iteration 609Q (8553.291619 sec): 42 clusters Score: Raw -89568797.038846 + Penalty 53737.232514 = -89515059.806332 nChanged 4 Iteration 610Q (8562.816174 sec): 42 clusters Score: Raw -89568797.067994 + Penalty 53737.232514 = -89515059.835480 nChanged 4 Iteration 611Q (8572.507239 sec): 42 clusters Score: Raw -89568797.096170 + Penalty 53737.232514 = -89515059.863656 nChanged 5 Iteration 612Q (8582.150658 sec): 42 clusters Score: Raw -89568797.170648 + Penalty 53737.232514 = -89515059.938134 nChanged 11 Iteration 613Q (8591.402241 sec): 42 clusters Score: Raw -89568797.267855 + Penalty 53737.232514 = -89515060.035341 nChanged 14 Iteration 614Q (8600.588884 sec): 42 clusters Score: Raw -89568797.405043 + Penalty 53737.232514 = -89515060.172529 nChanged 17 Iteration 615Q (8609.700932 sec): 42 clusters Score: Raw -89568797.557378 + Penalty 53737.232514 = -89515060.324864 nChanged 19 Iteration 616Q (8619.150317 sec): 42 clusters Score: Raw -89568797.675997 + Penalty 53737.232514 = -89515060.443483 nChanged 15 Iteration 617Q (8628.767312 sec): 42 clusters Score: Raw -89568797.746656 + Penalty 53737.232514 = -89515060.514142 nChanged 13 Iteration 618Q (8638.307669 sec): 42 clusters Score: Raw -89568797.821394 + Penalty 53737.232514 = -89515060.588881 nChanged 9 Writing temp clu file Because OldScore, -89515060.514142, is greater than current (better) Score,-89515060.588881 Compute initial score before splitting: Score: Raw -89568797.821394 + Penalty 53737.232514 = -89515060.588881 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8638.623033 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8638.659899 sec): 3 clusters Score: Raw -95032.423089 + Penalty 1299.906941 = -93732.516148 nChanged 332 SP:Iteration 1F (8638.717499 sec): 3 clusters Score: Raw -95260.354091 + Penalty 1299.906941 = -93960.447151 nChanged 75 SP:Iteration 2F (8638.753969 sec): 3 clusters Score: Raw -95315.563065 + Penalty 1299.906941 = -94015.656125 nChanged 41 SP:Iteration 3Q (8638.795848 sec): 3 clusters Score: Raw -95342.686806 + Penalty 1299.906941 = -94042.779865 nChanged 25 SP:Iteration 4Q (8638.846425 sec): 3 clusters Score: Raw -95360.183139 + Penalty 1299.906941 = -94060.276198 nChanged 21 SP:Iteration 5Q (8638.884075 sec): 3 clusters Score: Raw -95376.266724 + Penalty 1299.906941 = -94076.359783 nChanged 16 SP:Iteration 6Q (8638.939164 sec): 3 clusters Score: Raw -95384.131525 + Penalty 1299.906941 = -94084.224585 nChanged 17 SP:Iteration 7Q (8638.976800 sec): 3 clusters Score: Raw -95392.446820 + Penalty 1299.906941 = -94092.539880 nChanged 10 SP:Iteration 8Q (8639.026261 sec): 3 clusters Score: Raw -95397.557781 + Penalty 1299.906941 = -94097.650841 nChanged 9 SP:Iteration 9Q (8639.078311 sec): 3 clusters Score: Raw -95404.638164 + Penalty 1299.906941 = -94104.731224 nChanged 8 SP:Iteration 10Q (8639.126549 sec): 3 clusters Score: Raw -95409.968118 + Penalty 1299.906941 = -94110.061177 nChanged 10 SP:Iteration 11Q (8639.175125 sec): 3 clusters Score: Raw -95419.553607 + Penalty 1299.906941 = -94119.646666 nChanged 7 SP:Iteration 12Q (8639.215762 sec): 3 clusters Score: Raw -95425.000891 + Penalty 1299.906941 = -94125.093951 nChanged 10 SP:Iteration 13Q (8639.267501 sec): 3 clusters Score: Raw -95432.762048 + Penalty 1299.906941 = -94132.855107 nChanged 7 SP:Iteration 14Q (8639.303168 sec): 3 clusters Score: Raw -95436.723387 + Penalty 1299.906941 = -94136.816447 nChanged 6 SP:Iteration 15Q (8639.349052 sec): 3 clusters Score: Raw -95439.355676 + Penalty 1299.906941 = -94139.448735 nChanged 4 SP:Iteration 16Q (8639.389150 sec): 3 clusters Score: Raw -95441.145834 + Penalty 1299.906941 = -94141.238893 nChanged 2 SP:Iteration 17Q (8639.431301 sec): 3 clusters Score: Raw -95441.600310 + Penalty 1299.906941 = -94141.693369 nChanged 0 SP:Iteration 18F (8639.471499 sec): 3 clusters Score: Raw -95441.600310 + Penalty 1299.906941 = -94141.693369 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8639.498545 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8639.550110 sec): 3 clusters Score: Raw -388857.855788 + Penalty 1587.611508 = -387270.244280 nChanged 1825 SP:Iteration 1F (8639.591956 sec): 3 clusters Score: Raw -389875.032497 + Penalty 1587.611508 = -388287.420989 nChanged 281 SP:Iteration 2F (8639.652102 sec): 3 clusters Score: Raw -390041.713561 + Penalty 1587.611508 = -388454.102053 nChanged 242 SP:Iteration 3F (8639.700450 sec): 3 clusters Score: Raw -390184.417903 + Penalty 1587.611508 = -388596.806396 nChanged 229 SP:Iteration 4F (8639.749980 sec): 3 clusters Score: Raw -390312.775874 + Penalty 1587.611508 = -388725.164366 nChanged 199 SP:Iteration 5Q (8639.801876 sec): 3 clusters Score: Raw -390415.381491 + Penalty 1587.611508 = -388827.769983 nChanged 177 SP:Iteration 6Q (8639.842187 sec): 3 clusters Score: Raw -390494.418616 + Penalty 1587.611508 = -388906.807109 nChanged 142 SP:Iteration 7Q (8639.891995 sec): 3 clusters Score: Raw -390551.631125 + Penalty 1587.611508 = -388964.019618 nChanged 115 SP:Iteration 8Q (8639.943583 sec): 3 clusters Score: Raw -390590.874917 + Penalty 1587.611508 = -389003.263409 nChanged 87 SP:Iteration 9Q (8639.992349 sec): 3 clusters Score: Raw -390617.725382 + Penalty 1587.611508 = -389030.113874 nChanged 75 SP:Iteration 10Q (8640.042001 sec): 3 clusters Score: Raw -390641.607166 + Penalty 1587.611508 = -389053.995658 nChanged 72 SP:Iteration 11Q (8640.090347 sec): 3 clusters Score: Raw -390668.976279 + Penalty 1587.611508 = -389081.364771 nChanged 78 SP:Iteration 12Q (8640.141703 sec): 3 clusters Score: Raw -390695.297505 + Penalty 1587.611508 = -389107.685997 nChanged 72 SP:Iteration 13Q (8640.194491 sec): 3 clusters Score: Raw -390725.802826 + Penalty 1587.611508 = -389138.191318 nChanged 76 SP:Iteration 14Q (8640.246779 sec): 3 clusters Score: Raw -390757.111512 + Penalty 1587.611508 = -389169.500004 nChanged 74 SP:Iteration 15Q (8640.292685 sec): 3 clusters Score: Raw -390788.909341 + Penalty 1587.611508 = -389201.297833 nChanged 79 SP:Iteration 16Q (8640.307615 sec): 3 clusters Score: Raw -390816.292724 + Penalty 1587.611508 = -389228.681217 nChanged 65 SP:Iteration 17Q (8640.323049 sec): 3 clusters Score: Raw -390838.279516 + Penalty 1587.611508 = -389250.668008 nChanged 51 SP:Iteration 18Q (8640.387401 sec): 3 clusters Score: Raw -390857.877723 + Penalty 1587.611508 = -389270.266215 nChanged 51 SP:Iteration 19Q (8640.431827 sec): 3 clusters Score: Raw -390874.960962 + Penalty 1587.611508 = -389287.349455 nChanged 51 SP:Iteration 20F (8640.485074 sec): 3 clusters Score: Raw -390896.045859 + Penalty 1587.611508 = -389308.434351 nChanged 48 SP:Iteration 21Q (8640.542660 sec): 3 clusters Score: Raw -390912.477274 + Penalty 1587.611508 = -389324.865766 nChanged 48 SP:Iteration 22Q (8640.585142 sec): 3 clusters Score: Raw -390929.031115 + Penalty 1587.611508 = -389341.419607 nChanged 38 SP:Iteration 23Q (8640.600672 sec): 3 clusters Score: Raw -390941.112099 + Penalty 1587.611508 = -389353.500592 nChanged 35 SP:Iteration 24Q (8640.615954 sec): 3 clusters Score: Raw -390953.576120 + Penalty 1587.611508 = -389365.964612 nChanged 38 SP:Iteration 25Q (8640.631236 sec): 3 clusters Score: Raw -390970.342284 + Penalty 1587.611508 = -389382.730776 nChanged 31 SP:Iteration 26Q (8640.646501 sec): 3 clusters Score: Raw -390982.394816 + Penalty 1587.611508 = -389394.783308 nChanged 29 SP:Iteration 27Q (8640.661615 sec): 3 clusters Score: Raw -390988.887607 + Penalty 1587.611508 = -389401.276099 nChanged 23 SP:Iteration 28Q (8640.676939 sec): 3 clusters Score: Raw -390993.472227 + Penalty 1587.611508 = -389405.860719 nChanged 23 SP:Iteration 29Q (8640.691999 sec): 3 clusters Score: Raw -390997.523750 + Penalty 1587.611508 = -389409.912242 nChanged 19 SP:Iteration 30Q (8640.707297 sec): 3 clusters Score: Raw -391001.173548 + Penalty 1587.611508 = -389413.562040 nChanged 14 SP:Iteration 31Q (8640.722494 sec): 3 clusters Score: Raw -391004.767100 + Penalty 1587.611508 = -389417.155592 nChanged 18 SP:Iteration 32Q (8640.737540 sec): 3 clusters Score: Raw -391008.644306 + Penalty 1587.611508 = -389421.032798 nChanged 16 SP:Iteration 33Q (8640.779982 sec): 3 clusters Score: Raw -391011.924786 + Penalty 1587.611508 = -389424.313278 nChanged 17 SP:Iteration 34Q (8640.795500 sec): 3 clusters Score: Raw -391015.932249 + Penalty 1587.611508 = -389428.320741 nChanged 22 SP:Iteration 35Q (8640.810719 sec): 3 clusters Score: Raw -391022.258479 + Penalty 1587.611508 = -389434.646972 nChanged 26 SP:Iteration 36Q (8640.825804 sec): 3 clusters Score: Raw -391029.103695 + Penalty 1587.611508 = -389441.492187 nChanged 24 SP:Iteration 37Q (8640.840988 sec): 3 clusters Score: Raw -391037.040121 + Penalty 1587.611508 = -389449.428613 nChanged 28 SP:Iteration 38Q (8640.851022 sec): 3 clusters Score: Raw -391047.963468 + Penalty 1587.611508 = -389460.351960 nChanged 22 SP:Iteration 39Q (8640.866556 sec): 3 clusters Score: Raw -391055.248666 + Penalty 1587.611508 = -389467.637158 nChanged 26 SP:Iteration 40F (8640.882034 sec): 3 clusters Score: Raw -391062.169312 + Penalty 1587.611508 = -389474.557804 nChanged 18 SP:Iteration 41Q (8640.897162 sec): 3 clusters Score: Raw -391066.291692 + Penalty 1587.611508 = -389478.680184 nChanged 18 SP:Iteration 42Q (8640.912198 sec): 3 clusters Score: Raw -391070.797528 + Penalty 1587.611508 = -389483.186020 nChanged 19 SP:Iteration 43Q (8640.927497 sec): 3 clusters Score: Raw -391076.302603 + Penalty 1587.611508 = -389488.691095 nChanged 23 SP:Iteration 44Q (8640.943039 sec): 3 clusters Score: Raw -391082.461624 + Penalty 1587.611508 = -389494.850117 nChanged 26 SP:Iteration 45Q (8640.958223 sec): 3 clusters Score: Raw -391089.254707 + Penalty 1587.611508 = -389501.643199 nChanged 24 SP:Iteration 46Q (8640.973378 sec): 3 clusters Score: Raw -391095.062510 + Penalty 1587.611508 = -389507.451002 nChanged 25 SP:Iteration 47Q (8641.002591 sec): 3 clusters Score: Raw -391100.666609 + Penalty 1587.611508 = -389513.055101 nChanged 19 SP:Iteration 48Q (8641.018086 sec): 3 clusters Score: Raw -391104.809157 + Penalty 1587.611508 = -389517.197650 nChanged 17 SP:Iteration 49Q (8641.033152 sec): 3 clusters Score: Raw -391107.991982 + Penalty 1587.611508 = -389520.380474 nChanged 10 SP:Iteration 50Q (8641.048279 sec): 3 clusters Score: Raw -391109.435665 + Penalty 1587.611508 = -389521.824158 nChanged 9 SP:Iteration 51Q (8641.063286 sec): 3 clusters Score: Raw -391110.722652 + Penalty 1587.611508 = -389523.111145 nChanged 12 SP:Iteration 52Q (8641.078405 sec): 3 clusters Score: Raw -391112.106174 + Penalty 1587.611508 = -389524.494667 nChanged 4 SP:Iteration 53Q (8641.093429 sec): 3 clusters Score: Raw -391112.453418 + Penalty 1587.611508 = -389524.841911 nChanged 4 SP:Iteration 54Q (8641.108847 sec): 3 clusters Score: Raw -391113.183676 + Penalty 1587.611508 = -389525.572168 nChanged 7 SP:Iteration 55Q (8641.124047 sec): 3 clusters Score: Raw -391113.981038 + Penalty 1587.611508 = -389526.369530 nChanged 7 SP:Iteration 56Q (8641.139157 sec): 3 clusters Score: Raw -391115.528514 + Penalty 1587.611508 = -389527.917007 nChanged 10 SP:Iteration 57Q (8641.154233 sec): 3 clusters Score: Raw -391117.469171 + Penalty 1587.611508 = -389529.857663 nChanged 11 SP:Iteration 58Q (8641.169170 sec): 3 clusters Score: Raw -391119.505105 + Penalty 1587.611508 = -389531.893597 nChanged 12 SP:Iteration 59Q (8641.184111 sec): 3 clusters Score: Raw -391123.620512 + Penalty 1587.611508 = -389536.009005 nChanged 18 SP:Iteration 60F (8641.200069 sec): 3 clusters Score: Raw -391128.880843 + Penalty 1587.611508 = -389541.269336 nChanged 10 SP:Iteration 61Q (8641.215426 sec): 3 clusters Score: Raw -391131.459504 + Penalty 1587.611508 = -389543.847996 nChanged 19 SP:Iteration 62Q (8641.230531 sec): 3 clusters Score: Raw -391136.955234 + Penalty 1587.611508 = -389549.343726 nChanged 20 SP:Iteration 63Q (8641.245638 sec): 3 clusters Score: Raw -391144.106214 + Penalty 1587.611508 = -389556.494706 nChanged 24 SP:Iteration 64Q (8641.260748 sec): 3 clusters Score: Raw -391149.303523 + Penalty 1587.611508 = -389561.692015 nChanged 22 SP:Iteration 65Q (8641.275622 sec): 3 clusters Score: Raw -391154.680122 + Penalty 1587.611508 = -389567.068614 nChanged 14 SP:Iteration 66Q (8641.290783 sec): 3 clusters Score: Raw -391158.117042 + Penalty 1587.611508 = -389570.505534 nChanged 13 SP:Iteration 67Q (8641.306736 sec): 3 clusters Score: Raw -391162.352299 + Penalty 1587.611508 = -389574.740792 nChanged 13 SP:Iteration 68Q (8641.321800 sec): 3 clusters Score: Raw -391166.133351 + Penalty 1587.611508 = -389578.521843 nChanged 11 SP:Iteration 69Q (8641.336871 sec): 3 clusters Score: Raw -391168.008735 + Penalty 1587.611508 = -389580.397227 nChanged 12 SP:Iteration 70Q (8641.351965 sec): 3 clusters Score: Raw -391169.892613 + Penalty 1587.611508 = -389582.281105 nChanged 9 SP:Iteration 71Q (8641.366762 sec): 3 clusters Score: Raw -391171.272583 + Penalty 1587.611508 = -389583.661075 nChanged 5 SP:Iteration 72Q (8641.381901 sec): 3 clusters Score: Raw -391172.152303 + Penalty 1587.611508 = -389584.540795 nChanged 8 SP:Iteration 73Q (8641.396959 sec): 3 clusters Score: Raw -391174.348595 + Penalty 1587.611508 = -389586.737087 nChanged 7 SP:Iteration 74Q (8641.411992 sec): 3 clusters Score: Raw -391175.380664 + Penalty 1587.611508 = -389587.769156 nChanged 5 SP:Iteration 75Q (8641.426988 sec): 3 clusters Score: Raw -391176.085154 + Penalty 1587.611508 = -389588.473647 nChanged 4 SP:Iteration 76Q (8641.442114 sec): 3 clusters Score: Raw -391177.319524 + Penalty 1587.611508 = -389589.708016 nChanged 8 SP:Iteration 77Q (8641.457090 sec): 3 clusters Score: Raw -391179.429354 + Penalty 1587.611508 = -389591.817846 nChanged 8 SP:Iteration 78Q (8641.472081 sec): 3 clusters Score: Raw -391181.361709 + Penalty 1587.611508 = -389593.750201 nChanged 8 SP:Iteration 79Q (8641.523071 sec): 3 clusters Score: Raw -391183.105943 + Penalty 1587.611508 = -389595.494435 nChanged 6 SP:Iteration 80F (8641.572376 sec): 3 clusters Score: Raw -391184.950859 + Penalty 1587.611508 = -389597.339351 nChanged 11 SP:Iteration 81Q (8641.587080 sec): 3 clusters Score: Raw -391188.143934 + Penalty 1587.611508 = -389600.532426 nChanged 10 SP:Iteration 82Q (8641.601948 sec): 3 clusters Score: Raw -391190.515181 + Penalty 1587.611508 = -389602.903673 nChanged 10 SP:Iteration 83Q (8641.617019 sec): 3 clusters Score: Raw -391192.374028 + Penalty 1587.611508 = -389604.762520 nChanged 9 SP:Iteration 84Q (8641.631808 sec): 3 clusters Score: Raw -391194.420518 + Penalty 1587.611508 = -389606.809010 nChanged 5 SP:Iteration 85Q (8641.646442 sec): 3 clusters Score: Raw -391195.479620 + Penalty 1587.611508 = -389607.868112 nChanged 11 SP:Iteration 86Q (8641.661575 sec): 3 clusters Score: Raw -391197.834391 + Penalty 1587.611508 = -389610.222883 nChanged 10 SP:Iteration 87Q (8641.677178 sec): 3 clusters Score: Raw -391199.675958 + Penalty 1587.611508 = -389612.064450 nChanged 8 SP:Iteration 88Q (8641.692049 sec): 3 clusters Score: Raw -391200.689608 + Penalty 1587.611508 = -389613.078100 nChanged 3 SP:Iteration 89Q (8641.707144 sec): 3 clusters Score: Raw -391200.979134 + Penalty 1587.611508 = -389613.367626 nChanged 1 SP:Iteration 90Q (8641.721954 sec): 3 clusters Score: Raw -391201.183658 + Penalty 1587.611508 = -389613.572151 nChanged 3 SP:Iteration 91Q (8641.736918 sec): 3 clusters Score: Raw -391201.588716 + Penalty 1587.611508 = -389613.977208 nChanged 2 SP:Iteration 92Q (8641.774647 sec): 3 clusters Score: Raw -391202.145361 + Penalty 1587.611508 = -389614.533853 nChanged 3 SP:Iteration 93Q (8641.789911 sec): 3 clusters Score: Raw -391202.774729 + Penalty 1587.611508 = -389615.163222 nChanged 2 SP:Iteration 94Q (8641.830688 sec): 3 clusters Score: Raw -391202.987244 + Penalty 1587.611508 = -389615.375736 nChanged 1 SP:Iteration 95Q (8641.845755 sec): 3 clusters Score: Raw -391203.097499 + Penalty 1587.611508 = -389615.485991 nChanged 0 SP:Iteration 96F (8641.861236 sec): 3 clusters Score: Raw -391203.097499 + Penalty 1587.611508 = -389615.485991 nChanged 0 Trying to split cluster 3 (49333 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8641.933713 sec): 2 clusters Score: Raw -4384343.353084 + Penalty 1026.603108 = -4383316.749976 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8642.054107 sec): 3 clusters Score: Raw -4352458.346513 + Penalty 2053.206216 = -4350405.140297 nChanged 23516 SP:Iteration 1F (8642.164649 sec): 3 clusters Score: Raw -4366267.191792 + Penalty 2053.206216 = -4364213.985576 nChanged 2034 SP:Iteration 2Q (8642.273853 sec): 3 clusters Score: Raw -4366904.410985 + Penalty 2053.206216 = -4364851.204768 nChanged 2181 SP:Iteration 3Q (8642.387037 sec): 3 clusters Score: Raw -4367704.737105 + Penalty 2053.206216 = -4365651.530889 nChanged 2482 SP:Iteration 4F (8642.505760 sec): 3 clusters Score: Raw -4368813.168796 + Penalty 2053.206216 = -4366759.962580 nChanged 2963 SP:Iteration 5F (8642.602130 sec): 3 clusters Score: Raw -4370496.609156 + Penalty 2053.206216 = -4368443.402940 nChanged 3496 SP:Iteration 6F (8642.717063 sec): 3 clusters Score: Raw -4372945.396607 + Penalty 2053.206216 = -4370892.190391 nChanged 3717 SP:Iteration 7F (8642.828059 sec): 3 clusters Score: Raw -4375932.474026 + Penalty 2053.206216 = -4373879.267809 nChanged 3279 SP:Iteration 8F (8642.923152 sec): 3 clusters Score: Raw -4378774.630508 + Penalty 2053.206216 = -4376721.424291 nChanged 2527 SP:Iteration 9F (8643.030842 sec): 3 clusters Score: Raw -4381070.076411 + Penalty 2053.206216 = -4379016.870195 nChanged 1699 SP:Iteration 10Q (8643.132628 sec): 3 clusters Score: Raw -4382645.623736 + Penalty 2053.206216 = -4380592.417520 nChanged 1018 SP:Iteration 11Q (8643.235294 sec): 3 clusters Score: Raw -4383542.631173 + Penalty 2053.206216 = -4381489.424956 nChanged 555 SP:Iteration 12Q (8643.335649 sec): 3 clusters Score: Raw -4384000.684325 + Penalty 2053.206216 = -4381947.478108 nChanged 329 SP:Iteration 13Q (8643.432973 sec): 3 clusters Score: Raw -4384246.362368 + Penalty 2053.206216 = -4382193.156152 nChanged 180 SP:Iteration 14Q (8643.527639 sec): 3 clusters Score: Raw -4384373.729157 + Penalty 2053.206216 = -4382320.522940 nChanged 135 SP:Iteration 15Q (8643.631448 sec): 3 clusters Score: Raw -4384462.302743 + Penalty 2053.206216 = -4382409.096527 nChanged 92 SP:Iteration 16Q (8643.717697 sec): 3 clusters Score: Raw -4384520.770886 + Penalty 2053.206216 = -4382467.564669 nChanged 66 SP:Iteration 17Q (8643.812839 sec): 3 clusters Score: Raw -4384559.185771 + Penalty 2053.206216 = -4382505.979554 nChanged 48 SP:Iteration 18Q (8643.908432 sec): 3 clusters Score: Raw -4384586.153603 + Penalty 2053.206216 = -4382532.947386 nChanged 46 SP:Iteration 19Q (8644.000829 sec): 3 clusters Score: Raw -4384612.451629 + Penalty 2053.206216 = -4382559.245413 nChanged 35 SP:Iteration 20F (8644.099976 sec): 3 clusters Score: Raw -4384637.019127 + Penalty 2053.206216 = -4382583.812911 nChanged 36 SP:Iteration 21Q (8644.193459 sec): 3 clusters Score: Raw -4384655.160884 + Penalty 2053.206216 = -4382601.954668 nChanged 22 SP:Iteration 22Q (8644.289027 sec): 3 clusters Score: Raw -4384669.440306 + Penalty 2053.206216 = -4382616.234090 nChanged 24 SP:Iteration 23Q (8644.373666 sec): 3 clusters Score: Raw -4384680.688383 + Penalty 2053.206216 = -4382627.482166 nChanged 18 SP:Iteration 24Q (8644.461697 sec): 3 clusters Score: Raw -4384689.446182 + Penalty 2053.206216 = -4382636.239966 nChanged 18 SP:Iteration 25Q (8644.556147 sec): 3 clusters Score: Raw -4384703.778784 + Penalty 2053.206216 = -4382650.572568 nChanged 20 SP:Iteration 26Q (8644.646947 sec): 3 clusters Score: Raw -4384718.380982 + Penalty 2053.206216 = -4382665.174766 nChanged 19 SP:Iteration 27Q (8644.739098 sec): 3 clusters Score: Raw -4384729.254893 + Penalty 2053.206216 = -4382676.048676 nChanged 12 SP:Iteration 28Q (8644.823784 sec): 3 clusters Score: Raw -4384736.426057 + Penalty 2053.206216 = -4382683.219840 nChanged 13 SP:Iteration 29Q (8644.919716 sec): 3 clusters Score: Raw -4384745.483947 + Penalty 2053.206216 = -4382692.277731 nChanged 11 SP:Iteration 30Q (8645.018196 sec): 3 clusters Score: Raw -4384750.798664 + Penalty 2053.206216 = -4382697.592448 nChanged 8 SP:Iteration 31Q (8645.117110 sec): 3 clusters Score: Raw -4384755.872569 + Penalty 2053.206216 = -4382702.666353 nChanged 7 SP:Iteration 32Q (8645.216682 sec): 3 clusters Score: Raw -4384758.621888 + Penalty 2053.206216 = -4382705.415671 nChanged 3 SP:Iteration 33Q (8645.319608 sec): 3 clusters Score: Raw -4384759.785180 + Penalty 2053.206216 = -4382706.578964 nChanged 2 SP:Iteration 34Q (8645.421317 sec): 3 clusters Score: Raw -4384760.568497 + Penalty 2053.206216 = -4382707.362280 nChanged 6 SP:Iteration 35Q (8645.513942 sec): 3 clusters Score: Raw -4384763.642618 + Penalty 2053.206216 = -4382710.436401 nChanged 2 SP:Iteration 36Q (8645.617640 sec): 3 clusters Score: Raw -4384764.372732 + Penalty 2053.206216 = -4382711.166515 nChanged 1 SP:Iteration 37Q (8645.712042 sec): 3 clusters Score: Raw -4384764.859328 + Penalty 2053.206216 = -4382711.653111 nChanged 1 SP:Iteration 38Q (8645.820428 sec): 3 clusters Score: Raw -4384765.211203 + Penalty 2053.206216 = -4382712.004986 nChanged 1 SP:Iteration 39Q (8645.914727 sec): 3 clusters Score: Raw -4384765.341198 + Penalty 2053.206216 = -4382712.134982 nChanged 0 SP:Iteration 40F (8646.030723 sec): 3 clusters Score: Raw -4384765.341198 + Penalty 2053.206216 = -4382712.134982 nChanged 0 Trying to split cluster 4 (18884 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8646.079347 sec): 2 clusters Score: Raw -1808335.644002 + Penalty 935.376677 = -1807400.267325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8646.152411 sec): 3 clusters Score: Raw -1796584.226618 + Penalty 1870.753354 = -1794713.473264 nChanged 8747 SP:Iteration 1F (8646.226734 sec): 3 clusters Score: Raw -1801535.355662 + Penalty 1870.753354 = -1799664.602308 nChanged 942 SP:Iteration 2Q (8646.300042 sec): 3 clusters Score: Raw -1801949.850264 + Penalty 1870.753354 = -1800079.096910 nChanged 1010 SP:Iteration 3F (8646.372076 sec): 3 clusters Score: Raw -1802482.560446 + Penalty 1870.753354 = -1800611.807092 nChanged 1124 SP:Iteration 4F (8646.444140 sec): 3 clusters Score: Raw -1803188.578534 + Penalty 1870.753354 = -1801317.825181 nChanged 1246 SP:Iteration 5F (8646.516046 sec): 3 clusters Score: Raw -1804084.647766 + Penalty 1870.753354 = -1802213.894412 nChanged 1265 SP:Iteration 6F (8646.578333 sec): 3 clusters Score: Raw -1805115.791700 + Penalty 1870.753354 = -1803245.038346 nChanged 1091 SP:Iteration 7F (8646.659445 sec): 3 clusters Score: Raw -1806042.100445 + Penalty 1870.753354 = -1804171.347092 nChanged 835 SP:Iteration 8Q (8646.730395 sec): 3 clusters Score: Raw -1806718.351482 + Penalty 1870.753354 = -1804847.598129 nChanged 635 SP:Iteration 9Q (8646.801661 sec): 3 clusters Score: Raw -1807220.854169 + Penalty 1870.753354 = -1805350.100816 nChanged 453 SP:Iteration 10Q (8646.870933 sec): 3 clusters Score: Raw -1807555.025834 + Penalty 1870.753354 = -1805684.272481 nChanged 345 SP:Iteration 11Q (8646.921623 sec): 3 clusters Score: Raw -1807799.332194 + Penalty 1870.753354 = -1805928.578841 nChanged 295 SP:Iteration 12Q (8646.996289 sec): 3 clusters Score: Raw -1808005.570468 + Penalty 1870.753354 = -1806134.817114 nChanged 234 SP:Iteration 13Q (8647.065509 sec): 3 clusters Score: Raw -1808161.308874 + Penalty 1870.753354 = -1806290.555520 nChanged 188 SP:Iteration 14Q (8647.131529 sec): 3 clusters Score: Raw -1808290.021773 + Penalty 1870.753354 = -1806419.268420 nChanged 138 SP:Iteration 15Q (8647.197076 sec): 3 clusters Score: Raw -1808379.375411 + Penalty 1870.753354 = -1806508.622057 nChanged 116 SP:Iteration 16Q (8647.257502 sec): 3 clusters Score: Raw -1808458.656349 + Penalty 1870.753354 = -1806587.902995 nChanged 96 SP:Iteration 17Q (8647.325038 sec): 3 clusters Score: Raw -1808519.725892 + Penalty 1870.753354 = -1806648.972539 nChanged 83 SP:Iteration 18Q (8647.391840 sec): 3 clusters Score: Raw -1808564.464568 + Penalty 1870.753354 = -1806693.711214 nChanged 77 SP:Iteration 19Q (8647.456656 sec): 3 clusters Score: Raw -1808606.183548 + Penalty 1870.753354 = -1806735.430195 nChanged 64 SP:Iteration 20F (8647.518657 sec): 3 clusters Score: Raw -1808638.923856 + Penalty 1870.753354 = -1806768.170502 nChanged 56 SP:Iteration 21Q (8647.595188 sec): 3 clusters Score: Raw -1808669.660374 + Penalty 1870.753354 = -1806798.907020 nChanged 42 SP:Iteration 22Q (8647.655641 sec): 3 clusters Score: Raw -1808694.607527 + Penalty 1870.753354 = -1806823.854173 nChanged 45 SP:Iteration 23Q (8647.732624 sec): 3 clusters Score: Raw -1808717.649653 + Penalty 1870.753354 = -1806846.896299 nChanged 43 SP:Iteration 24Q (8647.798898 sec): 3 clusters Score: Raw -1808736.301116 + Penalty 1870.753354 = -1806865.547763 nChanged 26 SP:Iteration 25Q (8647.869892 sec): 3 clusters Score: Raw -1808744.382509 + Penalty 1870.753354 = -1806873.629155 nChanged 18 SP:Iteration 26Q (8647.924387 sec): 3 clusters Score: Raw -1808749.304907 + Penalty 1870.753354 = -1806878.551554 nChanged 10 SP:Iteration 27Q (8647.956436 sec): 3 clusters Score: Raw -1808752.288367 + Penalty 1870.753354 = -1806881.535014 nChanged 10 SP:Iteration 28Q (8647.988232 sec): 3 clusters Score: Raw -1808755.637076 + Penalty 1870.753354 = -1806884.883722 nChanged 10 SP:Iteration 29Q (8648.019989 sec): 3 clusters Score: Raw -1808757.830382 + Penalty 1870.753354 = -1806887.077029 nChanged 6 SP:Iteration 30Q (8648.051778 sec): 3 clusters Score: Raw -1808759.427350 + Penalty 1870.753354 = -1806888.673996 nChanged 7 SP:Iteration 31Q (8648.083529 sec): 3 clusters Score: Raw -1808762.021952 + Penalty 1870.753354 = -1806891.268598 nChanged 6 SP:Iteration 32Q (8648.115404 sec): 3 clusters Score: Raw -1808763.363206 + Penalty 1870.753354 = -1806892.609853 nChanged 8 SP:Iteration 33Q (8648.146796 sec): 3 clusters Score: Raw -1808764.996650 + Penalty 1870.753354 = -1806894.243296 nChanged 4 SP:Iteration 34Q (8648.218987 sec): 3 clusters Score: Raw -1808765.897019 + Penalty 1870.753354 = -1806895.143665 nChanged 4 SP:Iteration 35Q (8648.292343 sec): 3 clusters Score: Raw -1808766.371730 + Penalty 1870.753354 = -1806895.618377 nChanged 2 SP:Iteration 36Q (8648.350888 sec): 3 clusters Score: Raw -1808766.887987 + Penalty 1870.753354 = -1806896.134634 nChanged 6 SP:Iteration 37Q (8648.425330 sec): 3 clusters Score: Raw -1808768.887398 + Penalty 1870.753354 = -1806898.134045 nChanged 7 SP:Iteration 38Q (8648.493105 sec): 3 clusters Score: Raw -1808770.471365 + Penalty 1870.753354 = -1806899.718012 nChanged 4 SP:Iteration 39Q (8648.560638 sec): 3 clusters Score: Raw -1808771.700499 + Penalty 1870.753354 = -1806900.947146 nChanged 4 SP:Iteration 40F (8648.623918 sec): 3 clusters Score: Raw -1808772.629199 + Penalty 1870.753354 = -1806901.875846 nChanged 3 SP:Iteration 41Q (8648.690676 sec): 3 clusters Score: Raw -1808773.939619 + Penalty 1870.753354 = -1806903.186266 nChanged 7 SP:Iteration 42Q (8648.756779 sec): 3 clusters Score: Raw -1808776.103478 + Penalty 1870.753354 = -1806905.350124 nChanged 6 SP:Iteration 43Q (8648.822968 sec): 3 clusters Score: Raw -1808777.407731 + Penalty 1870.753354 = -1806906.654377 nChanged 4 SP:Iteration 44Q (8648.897203 sec): 3 clusters Score: Raw -1808778.496259 + Penalty 1870.753354 = -1806907.742906 nChanged 7 SP:Iteration 45Q (8648.958882 sec): 3 clusters Score: Raw -1808780.338810 + Penalty 1870.753354 = -1806909.585456 nChanged 6 SP:Iteration 46Q (8649.027583 sec): 3 clusters Score: Raw -1808781.499128 + Penalty 1870.753354 = -1806910.745774 nChanged 3 SP:Iteration 47Q (8649.104252 sec): 3 clusters Score: Raw -1808782.140546 + Penalty 1870.753354 = -1806911.387192 nChanged 2 SP:Iteration 48Q (8649.173660 sec): 3 clusters Score: Raw -1808782.497580 + Penalty 1870.753354 = -1806911.744227 nChanged 2 SP:Iteration 49Q (8649.235312 sec): 3 clusters Score: Raw -1808782.974317 + Penalty 1870.753354 = -1806912.220964 nChanged 0 SP:Iteration 50F (8649.267915 sec): 3 clusters Score: Raw -1808782.974317 + Penalty 1870.753354 = -1806912.220964 nChanged 0 Trying to split cluster 5 (2438 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8649.283371 sec): 2 clusters Score: Raw -226031.916985 + Penalty 740.898664 = -225291.018320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8649.293295 sec): 3 clusters Score: Raw -224816.549224 + Penalty 1481.797329 = -223334.751895 nChanged 978 SP:Iteration 1F (8649.302192 sec): 3 clusters Score: Raw -225389.053439 + Penalty 1481.797329 = -223907.256110 nChanged 181 SP:Iteration 2F (8649.320373 sec): 3 clusters Score: Raw -225489.498485 + Penalty 1481.797329 = -224007.701156 nChanged 104 SP:Iteration 3Q (8649.329463 sec): 3 clusters Score: Raw -225552.776028 + Penalty 1481.797329 = -224070.978699 nChanged 98 SP:Iteration 4Q (8649.338502 sec): 3 clusters Score: Raw -225600.647740 + Penalty 1481.797329 = -224118.850411 nChanged 70 SP:Iteration 5Q (8649.347388 sec): 3 clusters Score: Raw -225633.666875 + Penalty 1481.797329 = -224151.869546 nChanged 66 SP:Iteration 6Q (8649.356304 sec): 3 clusters Score: Raw -225671.297690 + Penalty 1481.797329 = -224189.500361 nChanged 71 SP:Iteration 7Q (8649.365311 sec): 3 clusters Score: Raw -225717.518740 + Penalty 1481.797329 = -224235.721411 nChanged 82 SP:Iteration 8Q (8649.401503 sec): 3 clusters Score: Raw -225774.438033 + Penalty 1481.797329 = -224292.640704 nChanged 70 SP:Iteration 9Q (8649.462643 sec): 3 clusters Score: Raw -225814.654122 + Penalty 1481.797329 = -224332.856794 nChanged 62 SP:Iteration 10Q (8649.511299 sec): 3 clusters Score: Raw -225845.936161 + Penalty 1481.797329 = -224364.138832 nChanged 40 SP:Iteration 11Q (8649.561387 sec): 3 clusters Score: Raw -225869.256353 + Penalty 1481.797329 = -224387.459024 nChanged 55 SP:Iteration 12Q (8649.609585 sec): 3 clusters Score: Raw -225909.926051 + Penalty 1481.797329 = -224428.128722 nChanged 52 SP:Iteration 13Q (8649.656659 sec): 3 clusters Score: Raw -225956.425144 + Penalty 1481.797329 = -224474.627815 nChanged 45 SP:Iteration 14Q (8649.702281 sec): 3 clusters Score: Raw -225981.673320 + Penalty 1481.797329 = -224499.875992 nChanged 39 SP:Iteration 15Q (8649.740650 sec): 3 clusters Score: Raw -226004.876777 + Penalty 1481.797329 = -224523.079448 nChanged 21 SP:Iteration 16Q (8649.788886 sec): 3 clusters Score: Raw -226017.905350 + Penalty 1481.797329 = -224536.108021 nChanged 23 SP:Iteration 17Q (8649.835522 sec): 3 clusters Score: Raw -226032.324740 + Penalty 1481.797329 = -224550.527411 nChanged 21 SP:Iteration 18Q (8649.893622 sec): 3 clusters Score: Raw -226045.614734 + Penalty 1481.797329 = -224563.817405 nChanged 19 SP:Iteration 19Q (8649.929786 sec): 3 clusters Score: Raw -226053.850539 + Penalty 1481.797329 = -224572.053210 nChanged 14 SP:Iteration 20F (8649.973034 sec): 3 clusters Score: Raw -226061.274917 + Penalty 1481.797329 = -224579.477588 nChanged 9 SP:Iteration 21Q (8650.025957 sec): 3 clusters Score: Raw -226065.589684 + Penalty 1481.797329 = -224583.792355 nChanged 12 SP:Iteration 22Q (8650.069460 sec): 3 clusters Score: Raw -226069.267112 + Penalty 1481.797329 = -224587.469783 nChanged 9 SP:Iteration 23Q (8650.105927 sec): 3 clusters Score: Raw -226071.713445 + Penalty 1481.797329 = -224589.916116 nChanged 4 SP:Iteration 24Q (8650.160845 sec): 3 clusters Score: Raw -226072.757256 + Penalty 1481.797329 = -224590.959927 nChanged 6 SP:Iteration 25Q (8650.201968 sec): 3 clusters Score: Raw -226075.427675 + Penalty 1481.797329 = -224593.630346 nChanged 9 SP:Iteration 26Q (8650.252767 sec): 3 clusters Score: Raw -226079.473016 + Penalty 1481.797329 = -224597.675687 nChanged 9 SP:Iteration 27Q (8650.303775 sec): 3 clusters Score: Raw -226082.102276 + Penalty 1481.797329 = -224600.304947 nChanged 4 SP:Iteration 28Q (8650.354917 sec): 3 clusters Score: Raw -226083.111451 + Penalty 1481.797329 = -224601.314123 nChanged 4 SP:Iteration 29Q (8650.405846 sec): 3 clusters Score: Raw -226084.688501 + Penalty 1481.797329 = -224602.891172 nChanged 7 SP:Iteration 30Q (8650.450084 sec): 3 clusters Score: Raw -226087.451876 + Penalty 1481.797329 = -224605.654547 nChanged 7 SP:Iteration 31Q (8650.513181 sec): 3 clusters Score: Raw -226091.718597 + Penalty 1481.797329 = -224609.921268 nChanged 8 SP:Iteration 32Q (8650.552844 sec): 3 clusters Score: Raw -226097.877560 + Penalty 1481.797329 = -224616.080231 nChanged 20 SP:Iteration 33Q (8650.603804 sec): 3 clusters Score: Raw -226108.926722 + Penalty 1481.797329 = -224627.129394 nChanged 13 SP:Iteration 34Q (8650.665781 sec): 3 clusters Score: Raw -226116.849325 + Penalty 1481.797329 = -224635.051996 nChanged 13 SP:Iteration 35Q (8650.705476 sec): 3 clusters Score: Raw -226124.770220 + Penalty 1481.797329 = -224642.972891 nChanged 14 SP:Iteration 36Q (8650.747186 sec): 3 clusters Score: Raw -226134.592240 + Penalty 1481.797329 = -224652.794911 nChanged 8 SP:Iteration 37Q (8650.797935 sec): 3 clusters Score: Raw -226139.832644 + Penalty 1481.797329 = -224658.035315 nChanged 9 SP:Iteration 38Q (8650.842348 sec): 3 clusters Score: Raw -226147.583037 + Penalty 1481.797329 = -224665.785708 nChanged 10 SP:Iteration 39Q (8650.883827 sec): 3 clusters Score: Raw -226153.454469 + Penalty 1481.797329 = -224671.657140 nChanged 12 SP:Iteration 40F (8650.931620 sec): 3 clusters Score: Raw -226159.034393 + Penalty 1481.797329 = -224677.237064 nChanged 10 SP:Iteration 41Q (8650.978918 sec): 3 clusters Score: Raw -226163.625035 + Penalty 1481.797329 = -224681.827706 nChanged 10 SP:Iteration 42Q (8651.038493 sec): 3 clusters Score: Raw -226168.421983 + Penalty 1481.797329 = -224686.624654 nChanged 9 SP:Iteration 43Q (8651.084801 sec): 3 clusters Score: Raw -226173.481013 + Penalty 1481.797329 = -224691.683684 nChanged 5 SP:Iteration 44Q (8651.129190 sec): 3 clusters Score: Raw -226175.912208 + Penalty 1481.797329 = -224694.114879 nChanged 4 SP:Iteration 45Q (8651.171036 sec): 3 clusters Score: Raw -226177.212248 + Penalty 1481.797329 = -224695.414919 nChanged 0 SP:Iteration 46F (8651.209550 sec): 3 clusters Score: Raw -226177.212248 + Penalty 1481.797329 = -224695.414919 nChanged 0 Trying to split cluster 6 (50130 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8651.293375 sec): 2 clusters Score: Raw -4656122.678291 + Penalty 1028.125616 = -4655094.552674 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8651.397732 sec): 3 clusters Score: Raw -4623594.884773 + Penalty 2056.251233 = -4621538.633540 nChanged 23871 SP:Iteration 1F (8651.500821 sec): 3 clusters Score: Raw -4637148.765326 + Penalty 2056.251233 = -4635092.514093 nChanged 1760 SP:Iteration 2Q (8651.612748 sec): 3 clusters Score: Raw -4637532.233992 + Penalty 2056.251233 = -4635475.982759 nChanged 1587 SP:Iteration 3Q (8651.724589 sec): 3 clusters Score: Raw -4637873.190766 + Penalty 2056.251233 = -4635816.939533 nChanged 1592 SP:Iteration 4Q (8651.831944 sec): 3 clusters Score: Raw -4638229.956711 + Penalty 2056.251233 = -4636173.705478 nChanged 1545 SP:Iteration 5Q (8651.944554 sec): 3 clusters Score: Raw -4638592.903374 + Penalty 2056.251233 = -4636536.652141 nChanged 1571 SP:Iteration 6Q (8652.046215 sec): 3 clusters Score: Raw -4639001.763377 + Penalty 2056.251233 = -4636945.512144 nChanged 1752 SP:Iteration 7Q (8652.144534 sec): 3 clusters Score: Raw -4639568.689639 + Penalty 2056.251233 = -4637512.438406 nChanged 2148 SP:Iteration 8Q (8652.256300 sec): 3 clusters Score: Raw -4640455.467601 + Penalty 2056.251233 = -4638399.216368 nChanged 2696 SP:Iteration 9F (8652.364444 sec): 3 clusters Score: Raw -4641880.169723 + Penalty 2056.251233 = -4639823.918490 nChanged 3202 SP:Iteration 10F (8652.473514 sec): 3 clusters Score: Raw -4643967.562564 + Penalty 2056.251233 = -4641911.311331 nChanged 3502 SP:Iteration 11F (8652.577007 sec): 3 clusters Score: Raw -4646689.050960 + Penalty 2056.251233 = -4644632.799727 nChanged 3380 SP:Iteration 12F (8652.689726 sec): 3 clusters Score: Raw -4649646.440120 + Penalty 2056.251233 = -4647590.188887 nChanged 2663 SP:Iteration 13F (8652.790447 sec): 3 clusters Score: Raw -4652111.068714 + Penalty 2056.251233 = -4650054.817481 nChanged 1823 SP:Iteration 14Q (8652.911972 sec): 3 clusters Score: Raw -4653817.259987 + Penalty 2056.251233 = -4651761.008754 nChanged 1135 SP:Iteration 15Q (8653.019421 sec): 3 clusters Score: Raw -4654809.385619 + Penalty 2056.251233 = -4652753.134386 nChanged 692 SP:Iteration 16Q (8653.118893 sec): 3 clusters Score: Raw -4655365.247595 + Penalty 2056.251233 = -4653308.996362 nChanged 454 SP:Iteration 17Q (8653.226563 sec): 3 clusters Score: Raw -4655703.235654 + Penalty 2056.251233 = -4653646.984421 nChanged 274 SP:Iteration 18Q (8653.339871 sec): 3 clusters Score: Raw -4655895.456269 + Penalty 2056.251233 = -4653839.205036 nChanged 178 SP:Iteration 19Q (8653.444098 sec): 3 clusters Score: Raw -4656022.508792 + Penalty 2056.251233 = -4653966.257559 nChanged 112 SP:Iteration 20F (8653.544873 sec): 3 clusters Score: Raw -4656097.525220 + Penalty 2056.251233 = -4654041.273987 nChanged 62 SP:Iteration 21Q (8653.641550 sec): 3 clusters Score: Raw -4656139.490261 + Penalty 2056.251233 = -4654083.239028 nChanged 47 SP:Iteration 22Q (8653.746888 sec): 3 clusters Score: Raw -4656173.855044 + Penalty 2056.251233 = -4654117.603811 nChanged 33 SP:Iteration 23Q (8653.837890 sec): 3 clusters Score: Raw -4656197.490698 + Penalty 2056.251233 = -4654141.239465 nChanged 31 SP:Iteration 24Q (8653.943007 sec): 3 clusters Score: Raw -4656220.060226 + Penalty 2056.251233 = -4654163.808993 nChanged 21 SP:Iteration 25Q (8654.041485 sec): 3 clusters Score: Raw -4656236.151477 + Penalty 2056.251233 = -4654179.900244 nChanged 11 SP:Iteration 26Q (8654.155175 sec): 3 clusters Score: Raw -4656241.943926 + Penalty 2056.251233 = -4654185.692693 nChanged 6 SP:Iteration 27Q (8654.246107 sec): 3 clusters Score: Raw -4656245.301054 + Penalty 2056.251233 = -4654189.049821 nChanged 5 SP:Iteration 28Q (8654.357074 sec): 3 clusters Score: Raw -4656247.756328 + Penalty 2056.251233 = -4654191.505095 nChanged 7 SP:Iteration 29Q (8654.457654 sec): 3 clusters Score: Raw -4656253.308497 + Penalty 2056.251233 = -4654197.057264 nChanged 11 SP:Iteration 30Q (8654.552150 sec): 3 clusters Score: Raw -4656262.217566 + Penalty 2056.251233 = -4654205.966333 nChanged 10 SP:Iteration 31Q (8654.648712 sec): 3 clusters Score: Raw -4656269.977587 + Penalty 2056.251233 = -4654213.726354 nChanged 5 SP:Iteration 32Q (8654.748480 sec): 3 clusters Score: Raw -4656273.939477 + Penalty 2056.251233 = -4654217.688244 nChanged 4 SP:Iteration 33Q (8654.840690 sec): 3 clusters Score: Raw -4656276.599292 + Penalty 2056.251233 = -4654220.348059 nChanged 4 SP:Iteration 34Q (8654.943188 sec): 3 clusters Score: Raw -4656278.747825 + Penalty 2056.251233 = -4654222.496592 nChanged 2 SP:Iteration 35Q (8655.056988 sec): 3 clusters Score: Raw -4656279.960335 + Penalty 2056.251233 = -4654223.709102 nChanged 2 SP:Iteration 36Q (8655.152031 sec): 3 clusters Score: Raw -4656281.927617 + Penalty 2056.251233 = -4654225.676384 nChanged 4 SP:Iteration 37Q (8655.245061 sec): 3 clusters Score: Raw -4656283.760089 + Penalty 2056.251233 = -4654227.508856 nChanged 1 SP:Iteration 38Q (8655.356550 sec): 3 clusters Score: Raw -4656284.140750 + Penalty 2056.251233 = -4654227.889517 nChanged 0 SP:Iteration 39F (8655.466495 sec): 3 clusters Score: Raw -4656284.140750 + Penalty 2056.251233 = -4654227.889517 nChanged 0 Trying to split cluster 7 (22631 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8655.518784 sec): 2 clusters Score: Raw -2098534.262723 + Penalty 952.572213 = -2097581.690510 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8655.597401 sec): 3 clusters Score: Raw -2084323.303747 + Penalty 1905.144426 = -2082418.159321 nChanged 10587 SP:Iteration 1F (8655.675108 sec): 3 clusters Score: Raw -2090482.630872 + Penalty 1905.144426 = -2088577.486446 nChanged 1168 SP:Iteration 2F (8655.748608 sec): 3 clusters Score: Raw -2091008.357684 + Penalty 1905.144426 = -2089103.213258 nChanged 1282 SP:Iteration 3F (8655.824074 sec): 3 clusters Score: Raw -2091656.093276 + Penalty 1905.144426 = -2089750.948850 nChanged 1308 SP:Iteration 4F (8655.900476 sec): 3 clusters Score: Raw -2092428.774949 + Penalty 1905.144426 = -2090523.630523 nChanged 1367 SP:Iteration 5F (8655.977918 sec): 3 clusters Score: Raw -2093212.470489 + Penalty 1905.144426 = -2091307.326063 nChanged 1282 SP:Iteration 6F (8656.055817 sec): 3 clusters Score: Raw -2093929.129109 + Penalty 1905.144426 = -2092023.984683 nChanged 1220 SP:Iteration 7F (8656.133492 sec): 3 clusters Score: Raw -2094610.607143 + Penalty 1905.144426 = -2092705.462717 nChanged 1064 SP:Iteration 8Q (8656.212751 sec): 3 clusters Score: Raw -2095198.889963 + Penalty 1905.144426 = -2093293.745537 nChanged 822 SP:Iteration 9Q (8656.292014 sec): 3 clusters Score: Raw -2095575.154831 + Penalty 1905.144426 = -2093670.010405 nChanged 655 SP:Iteration 10Q (8656.359073 sec): 3 clusters Score: Raw -2095827.501478 + Penalty 1905.144426 = -2093922.357052 nChanged 468 SP:Iteration 11Q (8656.447520 sec): 3 clusters Score: Raw -2095966.197942 + Penalty 1905.144426 = -2094061.053516 nChanged 345 SP:Iteration 12Q (8656.514579 sec): 3 clusters Score: Raw -2096050.547268 + Penalty 1905.144426 = -2094145.402842 nChanged 267 SP:Iteration 13Q (8656.595420 sec): 3 clusters Score: Raw -2096108.745245 + Penalty 1905.144426 = -2094203.600819 nChanged 223 SP:Iteration 14Q (8656.667264 sec): 3 clusters Score: Raw -2096161.593717 + Penalty 1905.144426 = -2094256.449291 nChanged 234 SP:Iteration 15Q (8656.750182 sec): 3 clusters Score: Raw -2096220.438878 + Penalty 1905.144426 = -2094315.294452 nChanged 231 SP:Iteration 16Q (8656.821763 sec): 3 clusters Score: Raw -2096286.063903 + Penalty 1905.144426 = -2094380.919477 nChanged 275 SP:Iteration 17Q (8656.892481 sec): 3 clusters Score: Raw -2096357.046490 + Penalty 1905.144426 = -2094451.902064 nChanged 258 SP:Iteration 18Q (8656.975457 sec): 3 clusters Score: Raw -2096425.851914 + Penalty 1905.144426 = -2094520.707488 nChanged 263 SP:Iteration 19Q (8657.047881 sec): 3 clusters Score: Raw -2096498.541881 + Penalty 1905.144426 = -2094593.397455 nChanged 302 SP:Iteration 20F (8657.114629 sec): 3 clusters Score: Raw -2096579.089325 + Penalty 1905.144426 = -2094673.944899 nChanged 273 SP:Iteration 21Q (8657.189224 sec): 3 clusters Score: Raw -2096655.461669 + Penalty 1905.144426 = -2094750.317243 nChanged 283 SP:Iteration 22Q (8657.258997 sec): 3 clusters Score: Raw -2096735.136228 + Penalty 1905.144426 = -2094829.991802 nChanged 249 SP:Iteration 23Q (8657.337638 sec): 3 clusters Score: Raw -2096803.703612 + Penalty 1905.144426 = -2094898.559186 nChanged 260 SP:Iteration 24Q (8657.404357 sec): 3 clusters Score: Raw -2096872.531615 + Penalty 1905.144426 = -2094967.387189 nChanged 249 SP:Iteration 25Q (8657.481139 sec): 3 clusters Score: Raw -2096946.553708 + Penalty 1905.144426 = -2095041.409282 nChanged 269 SP:Iteration 26Q (8657.556823 sec): 3 clusters Score: Raw -2097032.823684 + Penalty 1905.144426 = -2095127.679258 nChanged 248 SP:Iteration 27Q (8657.634776 sec): 3 clusters Score: Raw -2097108.077791 + Penalty 1905.144426 = -2095202.933365 nChanged 208 SP:Iteration 28Q (8657.702878 sec): 3 clusters Score: Raw -2097163.569792 + Penalty 1905.144426 = -2095258.425365 nChanged 226 SP:Iteration 29Q (8657.771213 sec): 3 clusters Score: Raw -2097225.597693 + Penalty 1905.144426 = -2095320.453267 nChanged 242 SP:Iteration 30Q (8657.845158 sec): 3 clusters Score: Raw -2097296.822548 + Penalty 1905.144426 = -2095391.678122 nChanged 251 SP:Iteration 31Q (8657.922860 sec): 3 clusters Score: Raw -2097379.834357 + Penalty 1905.144426 = -2095474.689931 nChanged 259 SP:Iteration 32Q (8657.995267 sec): 3 clusters Score: Raw -2097475.914925 + Penalty 1905.144426 = -2095570.770499 nChanged 263 SP:Iteration 33Q (8658.064721 sec): 3 clusters Score: Raw -2097570.923561 + Penalty 1905.144426 = -2095665.779135 nChanged 256 SP:Iteration 34Q (8658.135997 sec): 3 clusters Score: Raw -2097675.835773 + Penalty 1905.144426 = -2095770.691347 nChanged 258 SP:Iteration 35Q (8658.207236 sec): 3 clusters Score: Raw -2097779.065020 + Penalty 1905.144426 = -2095873.920594 nChanged 258 SP:Iteration 36Q (8658.283848 sec): 3 clusters Score: Raw -2097876.943727 + Penalty 1905.144426 = -2095971.799301 nChanged 240 SP:Iteration 37Q (8658.358528 sec): 3 clusters Score: Raw -2097962.097523 + Penalty 1905.144426 = -2096056.953097 nChanged 208 SP:Iteration 38Q (8658.438419 sec): 3 clusters Score: Raw -2098030.523297 + Penalty 1905.144426 = -2096125.378871 nChanged 193 SP:Iteration 39Q (8658.504188 sec): 3 clusters Score: Raw -2098086.904920 + Penalty 1905.144426 = -2096181.760494 nChanged 153 SP:Iteration 40F (8658.580300 sec): 3 clusters Score: Raw -2098131.653471 + Penalty 1905.144426 = -2096226.509045 nChanged 149 SP:Iteration 41Q (8658.654456 sec): 3 clusters Score: Raw -2098170.064962 + Penalty 1905.144426 = -2096264.920536 nChanged 129 SP:Iteration 42Q (8658.718639 sec): 3 clusters Score: Raw -2098196.441880 + Penalty 1905.144426 = -2096291.297454 nChanged 110 SP:Iteration 43Q (8658.792367 sec): 3 clusters Score: Raw -2098217.388821 + Penalty 1905.144426 = -2096312.244395 nChanged 91 SP:Iteration 44Q (8658.861912 sec): 3 clusters Score: Raw -2098232.643470 + Penalty 1905.144426 = -2096327.499044 nChanged 82 SP:Iteration 45Q (8658.937125 sec): 3 clusters Score: Raw -2098247.220413 + Penalty 1905.144426 = -2096342.075987 nChanged 84 SP:Iteration 46Q (8659.012050 sec): 3 clusters Score: Raw -2098262.254238 + Penalty 1905.144426 = -2096357.109812 nChanged 84 SP:Iteration 47Q (8659.085486 sec): 3 clusters Score: Raw -2098277.046571 + Penalty 1905.144426 = -2096371.902145 nChanged 75 SP:Iteration 48Q (8659.152209 sec): 3 clusters Score: Raw -2098289.484234 + Penalty 1905.144426 = -2096384.339808 nChanged 72 SP:Iteration 49Q (8659.232330 sec): 3 clusters Score: Raw -2098301.853599 + Penalty 1905.144426 = -2096396.709173 nChanged 70 SP:Iteration 50Q (8659.310923 sec): 3 clusters Score: Raw -2098313.966091 + Penalty 1905.144426 = -2096408.821665 nChanged 79 SP:Iteration 51Q (8659.368028 sec): 3 clusters Score: Raw -2098328.717264 + Penalty 1905.144426 = -2096423.572838 nChanged 72 SP:Iteration 52Q (8659.441270 sec): 3 clusters Score: Raw -2098343.377719 + Penalty 1905.144426 = -2096438.233293 nChanged 71 SP:Iteration 53Q (8659.512661 sec): 3 clusters Score: Raw -2098356.659429 + Penalty 1905.144426 = -2096451.515003 nChanged 74 SP:Iteration 54Q (8659.584699 sec): 3 clusters Score: Raw -2098370.075259 + Penalty 1905.144426 = -2096464.930833 nChanged 81 SP:Iteration 55Q (8659.653545 sec): 3 clusters Score: Raw -2098387.774655 + Penalty 1905.144426 = -2096482.630229 nChanged 91 SP:Iteration 56Q (8659.733367 sec): 3 clusters Score: Raw -2098408.379992 + Penalty 1905.144426 = -2096503.235566 nChanged 89 SP:Iteration 57Q (8659.796750 sec): 3 clusters Score: Raw -2098430.761552 + Penalty 1905.144426 = -2096525.617125 nChanged 79 SP:Iteration 58Q (8659.868641 sec): 3 clusters Score: Raw -2098449.106681 + Penalty 1905.144426 = -2096543.962255 nChanged 86 SP:Iteration 59Q (8659.939850 sec): 3 clusters Score: Raw -2098470.332459 + Penalty 1905.144426 = -2096565.188033 nChanged 85 SP:Iteration 60F (8660.008476 sec): 3 clusters Score: Raw -2098490.923848 + Penalty 1905.144426 = -2096585.779422 nChanged 74 SP:Iteration 61Q (8660.080076 sec): 3 clusters Score: Raw -2098506.960599 + Penalty 1905.144426 = -2096601.816173 nChanged 83 SP:Iteration 62Q (8660.150470 sec): 3 clusters Score: Raw -2098525.494555 + Penalty 1905.144426 = -2096620.350129 nChanged 66 SP:Iteration 63Q (8660.223231 sec): 3 clusters Score: Raw -2098540.978928 + Penalty 1905.144426 = -2096635.834502 nChanged 72 SP:Iteration 64Q (8660.290593 sec): 3 clusters Score: Raw -2098558.202487 + Penalty 1905.144426 = -2096653.058061 nChanged 75 SP:Iteration 65Q (8660.350275 sec): 3 clusters Score: Raw -2098577.279674 + Penalty 1905.144426 = -2096672.135248 nChanged 71 SP:Iteration 66Q (8660.412187 sec): 3 clusters Score: Raw -2098597.223895 + Penalty 1905.144426 = -2096692.079468 nChanged 73 SP:Iteration 67Q (8660.483717 sec): 3 clusters Score: Raw -2098615.872986 + Penalty 1905.144426 = -2096710.728560 nChanged 60 SP:Iteration 68Q (8660.544667 sec): 3 clusters Score: Raw -2098628.872921 + Penalty 1905.144426 = -2096723.728495 nChanged 49 SP:Iteration 69Q (8660.607546 sec): 3 clusters Score: Raw -2098639.823723 + Penalty 1905.144426 = -2096734.679297 nChanged 38 SP:Iteration 70Q (8660.679293 sec): 3 clusters Score: Raw -2098646.767031 + Penalty 1905.144426 = -2096741.622605 nChanged 41 SP:Iteration 71Q (8660.742544 sec): 3 clusters Score: Raw -2098657.206521 + Penalty 1905.144426 = -2096752.062095 nChanged 46 SP:Iteration 72Q (8660.816427 sec): 3 clusters Score: Raw -2098666.189109 + Penalty 1905.144426 = -2096761.044683 nChanged 32 SP:Iteration 73Q (8660.888498 sec): 3 clusters Score: Raw -2098672.478194 + Penalty 1905.144426 = -2096767.333767 nChanged 24 SP:Iteration 74Q (8660.951899 sec): 3 clusters Score: Raw -2098676.597970 + Penalty 1905.144426 = -2096771.453544 nChanged 21 SP:Iteration 75Q (8661.023149 sec): 3 clusters Score: Raw -2098679.973585 + Penalty 1905.144426 = -2096774.829159 nChanged 15 SP:Iteration 76Q (8661.084951 sec): 3 clusters Score: Raw -2098682.407338 + Penalty 1905.144426 = -2096777.262912 nChanged 12 SP:Iteration 77Q (8661.144595 sec): 3 clusters Score: Raw -2098684.322764 + Penalty 1905.144426 = -2096779.178338 nChanged 15 SP:Iteration 78Q (8661.211974 sec): 3 clusters Score: Raw -2098686.623567 + Penalty 1905.144426 = -2096781.479141 nChanged 15 SP:Iteration 79Q (8661.277782 sec): 3 clusters Score: Raw -2098689.355001 + Penalty 1905.144426 = -2096784.210575 nChanged 17 SP:Iteration 80F (8661.357396 sec): 3 clusters Score: Raw -2098691.910960 + Penalty 1905.144426 = -2096786.766533 nChanged 7 SP:Iteration 81Q (8661.415478 sec): 3 clusters Score: Raw -2098692.935630 + Penalty 1905.144426 = -2096787.791204 nChanged 8 SP:Iteration 82Q (8661.487130 sec): 3 clusters Score: Raw -2098693.924044 + Penalty 1905.144426 = -2096788.779618 nChanged 9 SP:Iteration 83Q (8661.561601 sec): 3 clusters Score: Raw -2098695.068011 + Penalty 1905.144426 = -2096789.923585 nChanged 5 SP:Iteration 84Q (8661.635948 sec): 3 clusters Score: Raw -2098695.746454 + Penalty 1905.144426 = -2096790.602028 nChanged 6 SP:Iteration 85Q (8661.699828 sec): 3 clusters Score: Raw -2098696.679865 + Penalty 1905.144426 = -2096791.535439 nChanged 7 SP:Iteration 86Q (8661.763741 sec): 3 clusters Score: Raw -2098697.994646 + Penalty 1905.144426 = -2096792.850220 nChanged 10 SP:Iteration 87Q (8661.842004 sec): 3 clusters Score: Raw -2098699.917683 + Penalty 1905.144426 = -2096794.773257 nChanged 11 SP:Iteration 88Q (8661.916352 sec): 3 clusters Score: Raw -2098701.862652 + Penalty 1905.144426 = -2096796.718226 nChanged 12 SP:Iteration 89Q (8661.989199 sec): 3 clusters Score: Raw -2098703.987131 + Penalty 1905.144426 = -2096798.842705 nChanged 6 SP:Iteration 90Q (8662.061051 sec): 3 clusters Score: Raw -2098704.815335 + Penalty 1905.144426 = -2096799.670909 nChanged 7 SP:Iteration 91Q (8662.128444 sec): 3 clusters Score: Raw -2098706.290732 + Penalty 1905.144426 = -2096801.146306 nChanged 10 SP:Iteration 92Q (8662.202403 sec): 3 clusters Score: Raw -2098708.413680 + Penalty 1905.144426 = -2096803.269254 nChanged 6 SP:Iteration 93Q (8662.281226 sec): 3 clusters Score: Raw -2098709.317176 + Penalty 1905.144426 = -2096804.172750 nChanged 5 SP:Iteration 94Q (8662.356169 sec): 3 clusters Score: Raw -2098710.135752 + Penalty 1905.144426 = -2096804.991326 nChanged 7 SP:Iteration 95Q (8662.429694 sec): 3 clusters Score: Raw -2098711.413822 + Penalty 1905.144426 = -2096806.269396 nChanged 8 SP:Iteration 96Q (8662.502942 sec): 3 clusters Score: Raw -2098712.362630 + Penalty 1905.144426 = -2096807.218204 nChanged 5 SP:Iteration 97Q (8662.537965 sec): 3 clusters Score: Raw -2098713.496014 + Penalty 1905.144426 = -2096808.351588 nChanged 6 SP:Iteration 98Q (8662.608455 sec): 3 clusters Score: Raw -2098714.745124 + Penalty 1905.144426 = -2096809.600698 nChanged 11 SP:Iteration 99Q (8662.681795 sec): 3 clusters Score: Raw -2098717.316227 + Penalty 1905.144426 = -2096812.171801 nChanged 12 SP:Iteration 100F (8662.757647 sec): 3 clusters Score: Raw -2098720.575915 + Penalty 1905.144426 = -2096815.431489 nChanged 12 SP:Iteration 101Q (8662.830835 sec): 3 clusters Score: Raw -2098722.865184 + Penalty 1905.144426 = -2096817.720758 nChanged 5 SP:Iteration 102Q (8662.889765 sec): 3 clusters Score: Raw -2098723.796460 + Penalty 1905.144426 = -2096818.652034 nChanged 2 SP:Iteration 103Q (8662.962331 sec): 3 clusters Score: Raw -2098724.021622 + Penalty 1905.144426 = -2096818.877196 nChanged 2 SP:Iteration 104Q (8663.005225 sec): 3 clusters Score: Raw -2098724.222825 + Penalty 1905.144426 = -2096819.078399 nChanged 2 SP:Iteration 105Q (8663.041286 sec): 3 clusters Score: Raw -2098724.500334 + Penalty 1905.144426 = -2096819.355908 nChanged 2 SP:Iteration 106Q (8663.077169 sec): 3 clusters Score: Raw -2098724.628402 + Penalty 1905.144426 = -2096819.483976 nChanged 0 SP:Iteration 107F (8663.117993 sec): 3 clusters Score: Raw -2098724.628402 + Penalty 1905.144426 = -2096819.483976 nChanged 0 Trying to split cluster 8 (15021 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8663.147118 sec): 2 clusters Score: Raw -1426560.893941 + Penalty 913.634428 = -1425647.259514 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8663.180364 sec): 3 clusters Score: Raw -1417256.940237 + Penalty 1827.268855 = -1415429.671381 nChanged 6953 SP:Iteration 1F (8663.211928 sec): 3 clusters Score: Raw -1421252.312841 + Penalty 1827.268855 = -1419425.043986 nChanged 827 SP:Iteration 2F (8663.243414 sec): 3 clusters Score: Raw -1421593.895115 + Penalty 1827.268855 = -1419766.626260 nChanged 814 SP:Iteration 3F (8663.275171 sec): 3 clusters Score: Raw -1421961.465236 + Penalty 1827.268855 = -1420134.196381 nChanged 813 SP:Iteration 4F (8663.306613 sec): 3 clusters Score: Raw -1422400.352392 + Penalty 1827.268855 = -1420573.083537 nChanged 896 SP:Iteration 5F (8663.338101 sec): 3 clusters Score: Raw -1422909.083107 + Penalty 1827.268855 = -1421081.814252 nChanged 858 SP:Iteration 6F (8663.416484 sec): 3 clusters Score: Raw -1423444.758857 + Penalty 1827.268855 = -1421617.490002 nChanged 815 SP:Iteration 7F (8663.476373 sec): 3 clusters Score: Raw -1423966.338443 + Penalty 1827.268855 = -1422139.069588 nChanged 691 SP:Iteration 8Q (8663.538947 sec): 3 clusters Score: Raw -1424393.998321 + Penalty 1827.268855 = -1422566.729466 nChanged 598 SP:Iteration 9Q (8663.610946 sec): 3 clusters Score: Raw -1424765.089356 + Penalty 1827.268855 = -1422937.820501 nChanged 540 SP:Iteration 10Q (8663.675832 sec): 3 clusters Score: Raw -1425123.266331 + Penalty 1827.268855 = -1423295.997476 nChanged 507 SP:Iteration 11Q (8663.732943 sec): 3 clusters Score: Raw -1425423.026723 + Penalty 1827.268855 = -1423595.757868 nChanged 413 SP:Iteration 12Q (8663.798478 sec): 3 clusters Score: Raw -1425610.492576 + Penalty 1827.268855 = -1423783.223721 nChanged 312 SP:Iteration 13Q (8663.857274 sec): 3 clusters Score: Raw -1425750.942785 + Penalty 1827.268855 = -1423923.673930 nChanged 260 SP:Iteration 14Q (8663.925201 sec): 3 clusters Score: Raw -1425880.127346 + Penalty 1827.268855 = -1424052.858491 nChanged 224 SP:Iteration 15Q (8663.989204 sec): 3 clusters Score: Raw -1425985.096313 + Penalty 1827.268855 = -1424157.827457 nChanged 178 SP:Iteration 16Q (8664.052543 sec): 3 clusters Score: Raw -1426066.150547 + Penalty 1827.268855 = -1424238.881692 nChanged 164 SP:Iteration 17Q (8664.107472 sec): 3 clusters Score: Raw -1426120.724751 + Penalty 1827.268855 = -1424293.455896 nChanged 141 SP:Iteration 18Q (8664.168090 sec): 3 clusters Score: Raw -1426162.468886 + Penalty 1827.268855 = -1424335.200031 nChanged 142 SP:Iteration 19Q (8664.236157 sec): 3 clusters Score: Raw -1426198.731923 + Penalty 1827.268855 = -1424371.463068 nChanged 111 SP:Iteration 20F (8664.292584 sec): 3 clusters Score: Raw -1426224.432759 + Penalty 1827.268855 = -1424397.163904 nChanged 98 SP:Iteration 21Q (8664.364571 sec): 3 clusters Score: Raw -1426243.769790 + Penalty 1827.268855 = -1424416.500934 nChanged 68 SP:Iteration 22Q (8664.428284 sec): 3 clusters Score: Raw -1426255.612805 + Penalty 1827.268855 = -1424428.343949 nChanged 56 SP:Iteration 23Q (8664.486416 sec): 3 clusters Score: Raw -1426264.537928 + Penalty 1827.268855 = -1424437.269073 nChanged 45 SP:Iteration 24Q (8664.543664 sec): 3 clusters Score: Raw -1426269.757402 + Penalty 1827.268855 = -1424442.488547 nChanged 36 SP:Iteration 25Q (8664.591046 sec): 3 clusters Score: Raw -1426273.841956 + Penalty 1827.268855 = -1424446.573101 nChanged 30 SP:Iteration 26Q (8664.659527 sec): 3 clusters Score: Raw -1426276.856924 + Penalty 1827.268855 = -1424449.588069 nChanged 25 SP:Iteration 27Q (8664.714362 sec): 3 clusters Score: Raw -1426279.251316 + Penalty 1827.268855 = -1424451.982460 nChanged 22 SP:Iteration 28Q (8664.786367 sec): 3 clusters Score: Raw -1426281.796388 + Penalty 1827.268855 = -1424454.527533 nChanged 31 SP:Iteration 29Q (8664.850017 sec): 3 clusters Score: Raw -1426285.184593 + Penalty 1827.268855 = -1424457.915738 nChanged 27 SP:Iteration 30Q (8664.904059 sec): 3 clusters Score: Raw -1426288.088161 + Penalty 1827.268855 = -1424460.819306 nChanged 32 SP:Iteration 31Q (8664.975250 sec): 3 clusters Score: Raw -1426291.582893 + Penalty 1827.268855 = -1424464.314038 nChanged 33 SP:Iteration 32Q (8665.037750 sec): 3 clusters Score: Raw -1426296.014276 + Penalty 1827.268855 = -1424468.745421 nChanged 31 SP:Iteration 33Q (8665.104527 sec): 3 clusters Score: Raw -1426300.100044 + Penalty 1827.268855 = -1424472.831189 nChanged 30 SP:Iteration 34Q (8665.168268 sec): 3 clusters Score: Raw -1426302.884940 + Penalty 1827.268855 = -1424475.616084 nChanged 15 SP:Iteration 35Q (8665.224519 sec): 3 clusters Score: Raw -1426303.985108 + Penalty 1827.268855 = -1424476.716253 nChanged 8 SP:Iteration 36Q (8665.297784 sec): 3 clusters Score: Raw -1426304.630128 + Penalty 1827.268855 = -1424477.361273 nChanged 9 SP:Iteration 37Q (8665.354761 sec): 3 clusters Score: Raw -1426305.157322 + Penalty 1827.268855 = -1424477.888466 nChanged 9 SP:Iteration 38Q (8665.412809 sec): 3 clusters Score: Raw -1426305.966998 + Penalty 1827.268855 = -1424478.698143 nChanged 9 SP:Iteration 39Q (8665.487825 sec): 3 clusters Score: Raw -1426306.561225 + Penalty 1827.268855 = -1424479.292369 nChanged 9 SP:Iteration 40F (8665.543268 sec): 3 clusters Score: Raw -1426307.287105 + Penalty 1827.268855 = -1424480.018250 nChanged 4 SP:Iteration 41Q (8665.607291 sec): 3 clusters Score: Raw -1426307.598863 + Penalty 1827.268855 = -1424480.330008 nChanged 5 SP:Iteration 42Q (8665.667988 sec): 3 clusters Score: Raw -1426307.839767 + Penalty 1827.268855 = -1424480.570911 nChanged 2 SP:Iteration 43Q (8665.737160 sec): 3 clusters Score: Raw -1426307.884968 + Penalty 1827.268855 = -1424480.616113 nChanged 0 SP:Iteration 44F (8665.795040 sec): 3 clusters Score: Raw -1426307.884968 + Penalty 1827.268855 = -1424480.616113 nChanged 0 Trying to split cluster 9 (1935 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8665.814442 sec): 2 clusters Score: Raw -176303.938593 + Penalty 718.946948 = -175584.991646 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8665.864498 sec): 3 clusters Score: Raw -175380.462620 + Penalty 1437.893895 = -173942.568725 nChanged 772 SP:Iteration 1F (8665.918538 sec): 3 clusters Score: Raw -175894.794448 + Penalty 1437.893895 = -174456.900553 nChanged 167 SP:Iteration 2F (8665.964137 sec): 3 clusters Score: Raw -176006.525614 + Penalty 1437.893895 = -174568.631719 nChanged 116 SP:Iteration 3F (8666.004594 sec): 3 clusters Score: Raw -176107.445305 + Penalty 1437.893895 = -174669.551410 nChanged 96 SP:Iteration 4Q (8666.057670 sec): 3 clusters Score: Raw -176194.703504 + Penalty 1437.893895 = -174756.809609 nChanged 97 SP:Iteration 5F (8666.096961 sec): 3 clusters Score: Raw -176280.188253 + Penalty 1437.893895 = -174842.294358 nChanged 94 SP:Iteration 6Q (8666.158156 sec): 3 clusters Score: Raw -176358.849271 + Penalty 1437.893895 = -174920.955376 nChanged 87 SP:Iteration 7Q (8666.202129 sec): 3 clusters Score: Raw -176432.050571 + Penalty 1437.893895 = -174994.156676 nChanged 83 SP:Iteration 8Q (8666.237421 sec): 3 clusters Score: Raw -176499.634816 + Penalty 1437.893895 = -175061.740921 nChanged 65 SP:Iteration 9Q (8666.293706 sec): 3 clusters Score: Raw -176541.110484 + Penalty 1437.893895 = -175103.216589 nChanged 49 SP:Iteration 10Q (8666.332633 sec): 3 clusters Score: Raw -176569.080756 + Penalty 1437.893895 = -175131.186861 nChanged 37 SP:Iteration 11Q (8666.383269 sec): 3 clusters Score: Raw -176593.494001 + Penalty 1437.893895 = -175155.600106 nChanged 25 SP:Iteration 12Q (8666.433288 sec): 3 clusters Score: Raw -176606.692537 + Penalty 1437.893895 = -175168.798642 nChanged 17 SP:Iteration 13Q (8666.483841 sec): 3 clusters Score: Raw -176614.789472 + Penalty 1437.893895 = -175176.895576 nChanged 8 SP:Iteration 14Q (8666.530315 sec): 3 clusters Score: Raw -176619.422193 + Penalty 1437.893895 = -175181.528298 nChanged 7 SP:Iteration 15Q (8666.575540 sec): 3 clusters Score: Raw -176624.049736 + Penalty 1437.893895 = -175186.155841 nChanged 8 SP:Iteration 16Q (8666.626117 sec): 3 clusters Score: Raw -176630.550424 + Penalty 1437.893895 = -175192.656529 nChanged 6 SP:Iteration 17Q (8666.672428 sec): 3 clusters Score: Raw -176633.670348 + Penalty 1437.893895 = -175195.776453 nChanged 5 SP:Iteration 18Q (8666.723579 sec): 3 clusters Score: Raw -176636.999492 + Penalty 1437.893895 = -175199.105597 nChanged 7 SP:Iteration 19Q (8666.774103 sec): 3 clusters Score: Raw -176643.441920 + Penalty 1437.893895 = -175205.548025 nChanged 4 SP:Iteration 20F (8666.824890 sec): 3 clusters Score: Raw -176645.494968 + Penalty 1437.893895 = -175207.601073 nChanged 1 SP:Iteration 21Q (8666.875300 sec): 3 clusters Score: Raw -176647.580103 + Penalty 1437.893895 = -175209.686208 nChanged 6 SP:Iteration 22Q (8666.921912 sec): 3 clusters Score: Raw -176651.309565 + Penalty 1437.893895 = -175213.415670 nChanged 8 SP:Iteration 23Q (8666.973332 sec): 3 clusters Score: Raw -176656.001935 + Penalty 1437.893895 = -175218.108040 nChanged 8 SP:Iteration 24Q (8667.014086 sec): 3 clusters Score: Raw -176662.739508 + Penalty 1437.893895 = -175224.845613 nChanged 7 SP:Iteration 25Q (8667.063303 sec): 3 clusters Score: Raw -176666.546600 + Penalty 1437.893895 = -175228.652705 nChanged 9 SP:Iteration 26Q (8667.106716 sec): 3 clusters Score: Raw -176670.297438 + Penalty 1437.893895 = -175232.403543 nChanged 7 SP:Iteration 27Q (8667.153903 sec): 3 clusters Score: Raw -176674.041359 + Penalty 1437.893895 = -175236.147464 nChanged 6 SP:Iteration 28Q (8667.204783 sec): 3 clusters Score: Raw -176676.092707 + Penalty 1437.893895 = -175238.198812 nChanged 4 SP:Iteration 29Q (8667.249252 sec): 3 clusters Score: Raw -176676.987708 + Penalty 1437.893895 = -175239.093813 nChanged 2 SP:Iteration 30Q (8667.299469 sec): 3 clusters Score: Raw -176677.257372 + Penalty 1437.893895 = -175239.363477 nChanged 0 SP:Iteration 31F (8667.350008 sec): 3 clusters Score: Raw -176677.257372 + Penalty 1437.893895 = -175239.363477 nChanged 0 Trying to split cluster 10 (67777 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8667.456411 sec): 2 clusters Score: Raw -6430230.857352 + Penalty 1056.777927 = -6429174.079425 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8667.570736 sec): 3 clusters Score: Raw -6386025.094007 + Penalty 2113.555855 = -6383911.538152 nChanged 32461 SP:Iteration 1F (8667.691869 sec): 3 clusters Score: Raw -6406389.845347 + Penalty 2113.555855 = -6404276.289492 nChanged 3999 SP:Iteration 2F (8667.816003 sec): 3 clusters Score: Raw -6408669.323034 + Penalty 2113.555855 = -6406555.767180 nChanged 4805 SP:Iteration 3F (8667.928710 sec): 3 clusters Score: Raw -6412178.483132 + Penalty 2113.555855 = -6410064.927277 nChanged 5440 SP:Iteration 4F (8668.050213 sec): 3 clusters Score: Raw -6416943.119395 + Penalty 2113.555855 = -6414829.563540 nChanged 5019 SP:Iteration 5F (8668.170359 sec): 3 clusters Score: Raw -6421692.488474 + Penalty 2113.555855 = -6419578.932620 nChanged 3738 SP:Iteration 6F (8668.293206 sec): 3 clusters Score: Raw -6425288.946964 + Penalty 2113.555855 = -6423175.391110 nChanged 2417 SP:Iteration 7Q (8668.416359 sec): 3 clusters Score: Raw -6427532.195711 + Penalty 2113.555855 = -6425418.639856 nChanged 1417 SP:Iteration 8Q (8668.536923 sec): 3 clusters Score: Raw -6428760.329604 + Penalty 2113.555855 = -6426646.773749 nChanged 875 SP:Iteration 9Q (8668.636273 sec): 3 clusters Score: Raw -6429464.317914 + Penalty 2113.555855 = -6427350.762059 nChanged 504 SP:Iteration 10Q (8668.744809 sec): 3 clusters Score: Raw -6429846.925096 + Penalty 2113.555855 = -6427733.369241 nChanged 350 SP:Iteration 11Q (8668.859697 sec): 3 clusters Score: Raw -6430061.417278 + Penalty 2113.555855 = -6427947.861423 nChanged 214 SP:Iteration 12Q (8668.990690 sec): 3 clusters Score: Raw -6430171.058819 + Penalty 2113.555855 = -6428057.502964 nChanged 140 SP:Iteration 13Q (8669.102684 sec): 3 clusters Score: Raw -6430248.757987 + Penalty 2113.555855 = -6428135.202133 nChanged 133 SP:Iteration 14Q (8669.212188 sec): 3 clusters Score: Raw -6430325.649184 + Penalty 2113.555855 = -6428212.093330 nChanged 94 SP:Iteration 15Q (8669.341315 sec): 3 clusters Score: Raw -6430368.312772 + Penalty 2113.555855 = -6428254.756918 nChanged 70 SP:Iteration 16Q (8669.453735 sec): 3 clusters Score: Raw -6430401.108707 + Penalty 2113.555855 = -6428287.552852 nChanged 53 SP:Iteration 17Q (8669.574905 sec): 3 clusters Score: Raw -6430425.572739 + Penalty 2113.555855 = -6428312.016884 nChanged 44 SP:Iteration 18Q (8669.684965 sec): 3 clusters Score: Raw -6430445.194840 + Penalty 2113.555855 = -6428331.638986 nChanged 36 SP:Iteration 19Q (8669.802543 sec): 3 clusters Score: Raw -6430460.506511 + Penalty 2113.555855 = -6428346.950656 nChanged 31 SP:Iteration 20F (8669.924518 sec): 3 clusters Score: Raw -6430470.283765 + Penalty 2113.555855 = -6428356.727911 nChanged 16 SP:Iteration 21Q (8670.053412 sec): 3 clusters Score: Raw -6430474.758983 + Penalty 2113.555855 = -6428361.203128 nChanged 15 SP:Iteration 22Q (8670.167712 sec): 3 clusters Score: Raw -6430479.282275 + Penalty 2113.555855 = -6428365.726420 nChanged 14 SP:Iteration 23Q (8670.286181 sec): 3 clusters Score: Raw -6430483.397217 + Penalty 2113.555855 = -6428369.841362 nChanged 13 SP:Iteration 24Q (8670.398067 sec): 3 clusters Score: Raw -6430489.649887 + Penalty 2113.555855 = -6428376.094032 nChanged 17 SP:Iteration 25Q (8670.515616 sec): 3 clusters Score: Raw -6430495.405657 + Penalty 2113.555855 = -6428381.849802 nChanged 6 SP:Iteration 26Q (8670.640879 sec): 3 clusters Score: Raw -6430496.727566 + Penalty 2113.555855 = -6428383.171712 nChanged 6 SP:Iteration 27Q (8670.760107 sec): 3 clusters Score: Raw -6430498.898774 + Penalty 2113.555855 = -6428385.342919 nChanged 4 SP:Iteration 28Q (8670.877539 sec): 3 clusters Score: Raw -6430500.287397 + Penalty 2113.555855 = -6428386.731542 nChanged 4 SP:Iteration 29Q (8670.983415 sec): 3 clusters Score: Raw -6430501.604700 + Penalty 2113.555855 = -6428388.048845 nChanged 7 SP:Iteration 30Q (8671.096154 sec): 3 clusters Score: Raw -6430504.076065 + Penalty 2113.555855 = -6428390.520210 nChanged 6 SP:Iteration 31Q (8671.214100 sec): 3 clusters Score: Raw -6430506.161697 + Penalty 2113.555855 = -6428392.605842 nChanged 8 SP:Iteration 32Q (8671.324318 sec): 3 clusters Score: Raw -6430510.248302 + Penalty 2113.555855 = -6428396.692447 nChanged 9 SP:Iteration 33Q (8671.451435 sec): 3 clusters Score: Raw -6430513.188078 + Penalty 2113.555855 = -6428399.632223 nChanged 8 SP:Iteration 34Q (8671.561111 sec): 3 clusters Score: Raw -6430515.694891 + Penalty 2113.555855 = -6428402.139036 nChanged 4 SP:Iteration 35Q (8671.680363 sec): 3 clusters Score: Raw -6430516.584189 + Penalty 2113.555855 = -6428403.028335 nChanged 3 SP:Iteration 36Q (8671.798862 sec): 3 clusters Score: Raw -6430517.844825 + Penalty 2113.555855 = -6428404.288970 nChanged 2 SP:Iteration 37Q (8671.914051 sec): 3 clusters Score: Raw -6430518.640907 + Penalty 2113.555855 = -6428405.085052 nChanged 2 SP:Iteration 38Q (8672.032964 sec): 3 clusters Score: Raw -6430518.941619 + Penalty 2113.555855 = -6428405.385764 nChanged 2 SP:Iteration 39Q (8672.147251 sec): 3 clusters Score: Raw -6430519.543395 + Penalty 2113.555855 = -6428405.987540 nChanged 3 SP:Iteration 40F (8672.268853 sec): 3 clusters Score: Raw -6430520.223803 + Penalty 2113.555855 = -6428406.667948 nChanged 1 SP:Iteration 41Q (8672.387087 sec): 3 clusters Score: Raw -6430520.639134 + Penalty 2113.555855 = -6428407.083280 nChanged 1 SP:Iteration 42Q (8672.514068 sec): 3 clusters Score: Raw -6430520.704158 + Penalty 2113.555855 = -6428407.148303 nChanged 0 SP:Iteration 43F (8672.635323 sec): 3 clusters Score: Raw -6430520.704158 + Penalty 2113.555855 = -6428407.148303 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8672.654998 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8672.711383 sec): 3 clusters Score: Raw -16249.352241 + Penalty 1023.054062 = -15226.298179 nChanged 43 SP:Iteration 1F (8672.746398 sec): 3 clusters Score: Raw -16321.342639 + Penalty 1023.054062 = -15298.288577 nChanged 14 SP:Iteration 2F (8672.804015 sec): 3 clusters Score: Raw -16345.894974 + Penalty 1023.054062 = -15322.840912 nChanged 3 SP:Iteration 3Q (8672.843081 sec): 3 clusters Score: Raw -16348.321808 + Penalty 1023.054062 = -15325.267746 nChanged 1 SP:Iteration 4Q (8672.885683 sec): 3 clusters Score: Raw -16349.916603 + Penalty 1023.054062 = -15326.862541 nChanged 0 SP:Iteration 5F (8672.930528 sec): 3 clusters Score: Raw -16349.916603 + Penalty 1023.054062 = -15326.862541 nChanged 0 Trying to split cluster 12 (26030 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8672.987283 sec): 2 clusters Score: Raw -2317482.540135 + Penalty 965.865475 = -2316516.674660 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8673.068414 sec): 3 clusters Score: Raw -2301116.873335 + Penalty 1931.730950 = -2299185.142386 nChanged 12194 SP:Iteration 1F (8673.147441 sec): 3 clusters Score: Raw -2308079.122057 + Penalty 1931.730950 = -2306147.391107 nChanged 1157 SP:Iteration 2Q (8673.230056 sec): 3 clusters Score: Raw -2308470.047134 + Penalty 1931.730950 = -2306538.316185 nChanged 1265 SP:Iteration 3Q (8673.303063 sec): 3 clusters Score: Raw -2309007.485177 + Penalty 1931.730950 = -2307075.754227 nChanged 1480 SP:Iteration 4F (8673.371702 sec): 3 clusters Score: Raw -2309804.122870 + Penalty 1931.730950 = -2307872.391921 nChanged 1712 SP:Iteration 5F (8673.447659 sec): 3 clusters Score: Raw -2310931.052695 + Penalty 1931.730950 = -2308999.321746 nChanged 1810 SP:Iteration 6F (8673.524171 sec): 3 clusters Score: Raw -2312347.532034 + Penalty 1931.730950 = -2310415.801085 nChanged 1678 SP:Iteration 7F (8673.609877 sec): 3 clusters Score: Raw -2313763.939419 + Penalty 1931.730950 = -2311832.208469 nChanged 1428 SP:Iteration 8F (8673.684159 sec): 3 clusters Score: Raw -2314988.746993 + Penalty 1931.730950 = -2313057.016044 nChanged 1065 SP:Iteration 9Q (8673.773174 sec): 3 clusters Score: Raw -2315891.024018 + Penalty 1931.730950 = -2313959.293068 nChanged 758 SP:Iteration 10Q (8673.838389 sec): 3 clusters Score: Raw -2316502.406216 + Penalty 1931.730950 = -2314570.675267 nChanged 510 SP:Iteration 11Q (8673.925558 sec): 3 clusters Score: Raw -2316912.715676 + Penalty 1931.730950 = -2314980.984726 nChanged 339 SP:Iteration 12Q (8674.001326 sec): 3 clusters Score: Raw -2317175.641420 + Penalty 1931.730950 = -2315243.910470 nChanged 222 SP:Iteration 13Q (8674.062965 sec): 3 clusters Score: Raw -2317346.175238 + Penalty 1931.730950 = -2315414.444288 nChanged 146 SP:Iteration 14Q (8674.146169 sec): 3 clusters Score: Raw -2317466.240042 + Penalty 1931.730950 = -2315534.509092 nChanged 93 SP:Iteration 15Q (8674.204722 sec): 3 clusters Score: Raw -2317537.306801 + Penalty 1931.730950 = -2315605.575851 nChanged 51 SP:Iteration 16Q (8674.276598 sec): 3 clusters Score: Raw -2317574.953954 + Penalty 1931.730950 = -2315643.223004 nChanged 30 SP:Iteration 17Q (8674.350577 sec): 3 clusters Score: Raw -2317600.652319 + Penalty 1931.730950 = -2315668.921370 nChanged 21 SP:Iteration 18Q (8674.423833 sec): 3 clusters Score: Raw -2317617.744131 + Penalty 1931.730950 = -2315686.013181 nChanged 14 SP:Iteration 19Q (8674.490648 sec): 3 clusters Score: Raw -2317630.035968 + Penalty 1931.730950 = -2315698.305018 nChanged 10 SP:Iteration 20F (8674.569826 sec): 3 clusters Score: Raw -2317639.359933 + Penalty 1931.730950 = -2315707.628983 nChanged 10 SP:Iteration 21Q (8674.641876 sec): 3 clusters Score: Raw -2317646.748307 + Penalty 1931.730950 = -2315715.017357 nChanged 3 SP:Iteration 22Q (8674.708227 sec): 3 clusters Score: Raw -2317649.937700 + Penalty 1931.730950 = -2315718.206750 nChanged 4 SP:Iteration 23Q (8674.787054 sec): 3 clusters Score: Raw -2317651.380966 + Penalty 1931.730950 = -2315719.650017 nChanged 1 SP:Iteration 24Q (8674.858088 sec): 3 clusters Score: Raw -2317652.383091 + Penalty 1931.730950 = -2315720.652141 nChanged 2 SP:Iteration 25Q (8674.930878 sec): 3 clusters Score: Raw -2317652.852779 + Penalty 1931.730950 = -2315721.121830 nChanged 0 SP:Iteration 26F (8675.011285 sec): 3 clusters Score: Raw -2317652.852779 + Penalty 1931.730950 = -2315721.121830 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8675.057915 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8675.144451 sec): 3 clusters Score: Raw -2659495.274633 + Penalty 1947.550096 = -2657547.724537 nChanged 13332 SP:Iteration 1F (8675.219185 sec): 3 clusters Score: Raw -2667273.357528 + Penalty 1947.550096 = -2665325.807432 nChanged 1338 SP:Iteration 2Q (8675.296721 sec): 3 clusters Score: Raw -2667811.399021 + Penalty 1947.550096 = -2665863.848925 nChanged 1508 SP:Iteration 3F (8675.379666 sec): 3 clusters Score: Raw -2668582.424653 + Penalty 1947.550096 = -2666634.874557 nChanged 1805 SP:Iteration 4F (8675.456280 sec): 3 clusters Score: Raw -2669828.888369 + Penalty 1947.550096 = -2667881.338273 nChanged 2010 SP:Iteration 5F (8675.539595 sec): 3 clusters Score: Raw -2671514.759855 + Penalty 1947.550096 = -2669567.209759 nChanged 1838 SP:Iteration 6F (8675.614599 sec): 3 clusters Score: Raw -2673183.853794 + Penalty 1947.550096 = -2671236.303698 nChanged 1519 SP:Iteration 7F (8675.687101 sec): 3 clusters Score: Raw -2674527.862163 + Penalty 1947.550096 = -2672580.312067 nChanged 1131 SP:Iteration 8Q (8675.766573 sec): 3 clusters Score: Raw -2675386.868949 + Penalty 1947.550096 = -2673439.318853 nChanged 793 SP:Iteration 9Q (8675.851968 sec): 3 clusters Score: Raw -2675911.858378 + Penalty 1947.550096 = -2673964.308281 nChanged 577 SP:Iteration 10Q (8675.922079 sec): 3 clusters Score: Raw -2676280.301339 + Penalty 1947.550096 = -2674332.751243 nChanged 448 SP:Iteration 11Q (8676.000471 sec): 3 clusters Score: Raw -2676550.355061 + Penalty 1947.550096 = -2674602.804965 nChanged 400 SP:Iteration 12Q (8676.067012 sec): 3 clusters Score: Raw -2676796.965053 + Penalty 1947.550096 = -2674849.414957 nChanged 320 SP:Iteration 13Q (8676.144872 sec): 3 clusters Score: Raw -2676981.515978 + Penalty 1947.550096 = -2675033.965882 nChanged 244 SP:Iteration 14Q (8676.216493 sec): 3 clusters Score: Raw -2677119.429742 + Penalty 1947.550096 = -2675171.879646 nChanged 205 SP:Iteration 15Q (8676.292449 sec): 3 clusters Score: Raw -2677238.520887 + Penalty 1947.550096 = -2675290.970790 nChanged 168 SP:Iteration 16Q (8676.369466 sec): 3 clusters Score: Raw -2677332.565888 + Penalty 1947.550096 = -2675385.015792 nChanged 127 SP:Iteration 17Q (8676.445571 sec): 3 clusters Score: Raw -2677401.836189 + Penalty 1947.550096 = -2675454.286092 nChanged 90 SP:Iteration 18Q (8676.511505 sec): 3 clusters Score: Raw -2677451.858251 + Penalty 1947.550096 = -2675504.308154 nChanged 68 SP:Iteration 19Q (8676.575313 sec): 3 clusters Score: Raw -2677485.859792 + Penalty 1947.550096 = -2675538.309696 nChanged 50 SP:Iteration 20F (8676.670571 sec): 3 clusters Score: Raw -2677506.422516 + Penalty 1947.550096 = -2675558.872420 nChanged 44 SP:Iteration 21Q (8676.749934 sec): 3 clusters Score: Raw -2677523.171665 + Penalty 1947.550096 = -2675575.621568 nChanged 32 SP:Iteration 22Q (8676.827454 sec): 3 clusters Score: Raw -2677539.079179 + Penalty 1947.550096 = -2675591.529083 nChanged 25 SP:Iteration 23Q (8676.904466 sec): 3 clusters Score: Raw -2677548.572655 + Penalty 1947.550096 = -2675601.022559 nChanged 24 SP:Iteration 24Q (8676.983086 sec): 3 clusters Score: Raw -2677559.568151 + Penalty 1947.550096 = -2675612.018054 nChanged 24 SP:Iteration 25Q (8677.061763 sec): 3 clusters Score: Raw -2677570.877484 + Penalty 1947.550096 = -2675623.327388 nChanged 20 SP:Iteration 26Q (8677.139840 sec): 3 clusters Score: Raw -2677581.783071 + Penalty 1947.550096 = -2675634.232974 nChanged 16 SP:Iteration 27Q (8677.217496 sec): 3 clusters Score: Raw -2677591.136319 + Penalty 1947.550096 = -2675643.586223 nChanged 11 SP:Iteration 28Q (8677.293903 sec): 3 clusters Score: Raw -2677595.322324 + Penalty 1947.550096 = -2675647.772228 nChanged 12 SP:Iteration 29Q (8677.365088 sec): 3 clusters Score: Raw -2677599.925172 + Penalty 1947.550096 = -2675652.375075 nChanged 5 SP:Iteration 30Q (8677.446146 sec): 3 clusters Score: Raw -2677602.189263 + Penalty 1947.550096 = -2675654.639166 nChanged 7 SP:Iteration 31Q (8677.519741 sec): 3 clusters Score: Raw -2677605.075156 + Penalty 1947.550096 = -2675657.525060 nChanged 6 SP:Iteration 32Q (8677.592318 sec): 3 clusters Score: Raw -2677608.311678 + Penalty 1947.550096 = -2675660.761582 nChanged 7 SP:Iteration 33Q (8677.633506 sec): 3 clusters Score: Raw -2677612.111997 + Penalty 1947.550096 = -2675664.561901 nChanged 8 SP:Iteration 34Q (8677.674773 sec): 3 clusters Score: Raw -2677617.597558 + Penalty 1947.550096 = -2675670.047461 nChanged 10 SP:Iteration 35Q (8677.723990 sec): 3 clusters Score: Raw -2677623.080099 + Penalty 1947.550096 = -2675675.530003 nChanged 9 SP:Iteration 36Q (8677.778279 sec): 3 clusters Score: Raw -2677627.823339 + Penalty 1947.550096 = -2675680.273243 nChanged 8 SP:Iteration 37Q (8677.855320 sec): 3 clusters Score: Raw -2677631.484203 + Penalty 1947.550096 = -2675683.934107 nChanged 6 SP:Iteration 38Q (8677.924612 sec): 3 clusters Score: Raw -2677634.780887 + Penalty 1947.550096 = -2675687.230790 nChanged 7 SP:Iteration 39Q (8678.001447 sec): 3 clusters Score: Raw -2677637.175823 + Penalty 1947.550096 = -2675689.625726 nChanged 8 SP:Iteration 40F (8678.086863 sec): 3 clusters Score: Raw -2677639.946083 + Penalty 1947.550096 = -2675692.395987 nChanged 6 SP:Iteration 41Q (8678.155462 sec): 3 clusters Score: Raw -2677642.290741 + Penalty 1947.550096 = -2675694.740644 nChanged 4 SP:Iteration 42Q (8678.228406 sec): 3 clusters Score: Raw -2677643.304738 + Penalty 1947.550096 = -2675695.754641 nChanged 5 SP:Iteration 43Q (8678.284302 sec): 3 clusters Score: Raw -2677645.395789 + Penalty 1947.550096 = -2675697.845693 nChanged 3 SP:Iteration 44Q (8678.367177 sec): 3 clusters Score: Raw -2677646.109756 + Penalty 1947.550096 = -2675698.559659 nChanged 1 SP:Iteration 45Q (8678.446621 sec): 3 clusters Score: Raw -2677646.441067 + Penalty 1947.550096 = -2675698.890971 nChanged 1 SP:Iteration 46Q (8678.524698 sec): 3 clusters Score: Raw -2677646.817114 + Penalty 1947.550096 = -2675699.267018 nChanged 1 SP:Iteration 47Q (8678.601852 sec): 3 clusters Score: Raw -2677647.636321 + Penalty 1947.550096 = -2675700.086224 nChanged 2 SP:Iteration 48Q (8678.675700 sec): 3 clusters Score: Raw -2677648.110403 + Penalty 1947.550096 = -2675700.560307 nChanged 1 SP:Iteration 49Q (8678.757599 sec): 3 clusters Score: Raw -2677648.513925 + Penalty 1947.550096 = -2675700.963829 nChanged 1 SP:Iteration 50Q (8678.830040 sec): 3 clusters Score: Raw -2677648.791420 + Penalty 1947.550096 = -2675701.241324 nChanged 1 SP:Iteration 51Q (8678.915349 sec): 3 clusters Score: Raw -2677649.018210 + Penalty 1947.550096 = -2675701.468114 nChanged 1 SP:Iteration 52Q (8678.989751 sec): 3 clusters Score: Raw -2677649.069287 + Penalty 1947.550096 = -2675701.519190 nChanged 0 SP:Iteration 53F (8679.059848 sec): 3 clusters Score: Raw -2677649.069287 + Penalty 1947.550096 = -2675701.519190 nChanged 0 Trying to split cluster 14 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8679.093059 sec): 2 clusters Score: Raw -550683.065872 + Penalty 828.892337 = -549854.173535 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8679.133044 sec): 3 clusters Score: Raw -547157.343140 + Penalty 1657.784674 = -545499.558466 nChanged 2695 SP:Iteration 1F (8679.183031 sec): 3 clusters Score: Raw -548648.800578 + Penalty 1657.784674 = -546991.015904 nChanged 376 SP:Iteration 2F (8679.213894 sec): 3 clusters Score: Raw -548852.214074 + Penalty 1657.784674 = -547194.429400 nChanged 349 SP:Iteration 3F (8679.241919 sec): 3 clusters Score: Raw -549076.487642 + Penalty 1657.784674 = -547418.702968 nChanged 339 SP:Iteration 4F (8679.301411 sec): 3 clusters Score: Raw -549290.018645 + Penalty 1657.784674 = -547632.233971 nChanged 326 SP:Iteration 5F (8679.353061 sec): 3 clusters Score: Raw -549487.546813 + Penalty 1657.784674 = -547829.762139 nChanged 325 SP:Iteration 6F (8679.395995 sec): 3 clusters Score: Raw -549691.679316 + Penalty 1657.784674 = -548033.894642 nChanged 317 SP:Iteration 7F (8679.450015 sec): 3 clusters Score: Raw -549883.292078 + Penalty 1657.784674 = -548225.507404 nChanged 294 SP:Iteration 8Q (8679.488687 sec): 3 clusters Score: Raw -550065.456519 + Penalty 1657.784674 = -548407.671845 nChanged 280 SP:Iteration 9Q (8679.535745 sec): 3 clusters Score: Raw -550221.998587 + Penalty 1657.784674 = -548564.213913 nChanged 198 SP:Iteration 10Q (8679.596933 sec): 3 clusters Score: Raw -550323.367800 + Penalty 1657.784674 = -548665.583126 nChanged 164 SP:Iteration 11Q (8679.639876 sec): 3 clusters Score: Raw -550399.459738 + Penalty 1657.784674 = -548741.675064 nChanged 131 SP:Iteration 12Q (8679.690047 sec): 3 clusters Score: Raw -550466.073238 + Penalty 1657.784674 = -548808.288564 nChanged 142 SP:Iteration 13Q (8679.743875 sec): 3 clusters Score: Raw -550563.586479 + Penalty 1657.784674 = -548905.801805 nChanged 132 SP:Iteration 14Q (8679.807178 sec): 3 clusters Score: Raw -550651.938358 + Penalty 1657.784674 = -548994.153684 nChanged 129 SP:Iteration 15Q (8679.852107 sec): 3 clusters Score: Raw -550748.401987 + Penalty 1657.784674 = -549090.617313 nChanged 111 SP:Iteration 16Q (8679.902929 sec): 3 clusters Score: Raw -550820.351820 + Penalty 1657.784674 = -549162.567146 nChanged 99 SP:Iteration 17Q (8679.955268 sec): 3 clusters Score: Raw -550873.554768 + Penalty 1657.784674 = -549215.770094 nChanged 73 SP:Iteration 18Q (8679.998090 sec): 3 clusters Score: Raw -550905.370156 + Penalty 1657.784674 = -549247.585482 nChanged 55 SP:Iteration 19Q (8680.054594 sec): 3 clusters Score: Raw -550923.795126 + Penalty 1657.784674 = -549266.010452 nChanged 47 SP:Iteration 20F (8680.096426 sec): 3 clusters Score: Raw -550939.117962 + Penalty 1657.784674 = -549281.333288 nChanged 38 SP:Iteration 21Q (8680.157051 sec): 3 clusters Score: Raw -550952.691388 + Penalty 1657.784674 = -549294.906714 nChanged 32 SP:Iteration 22Q (8680.209700 sec): 3 clusters Score: Raw -550964.568121 + Penalty 1657.784674 = -549306.783447 nChanged 31 SP:Iteration 23Q (8680.260544 sec): 3 clusters Score: Raw -550975.665989 + Penalty 1657.784674 = -549317.881315 nChanged 27 SP:Iteration 24Q (8680.310710 sec): 3 clusters Score: Raw -550983.678617 + Penalty 1657.784674 = -549325.893943 nChanged 22 SP:Iteration 25Q (8680.351415 sec): 3 clusters Score: Raw -550989.087094 + Penalty 1657.784674 = -549331.302420 nChanged 15 SP:Iteration 26Q (8680.400496 sec): 3 clusters Score: Raw -550993.133265 + Penalty 1657.784674 = -549335.348591 nChanged 15 SP:Iteration 27Q (8680.452070 sec): 3 clusters Score: Raw -550997.857703 + Penalty 1657.784674 = -549340.073029 nChanged 22 SP:Iteration 28Q (8680.502032 sec): 3 clusters Score: Raw -551004.910458 + Penalty 1657.784674 = -549347.125784 nChanged 24 SP:Iteration 29Q (8680.559613 sec): 3 clusters Score: Raw -551012.134119 + Penalty 1657.784674 = -549354.349445 nChanged 20 SP:Iteration 30Q (8680.600616 sec): 3 clusters Score: Raw -551018.333290 + Penalty 1657.784674 = -549360.548615 nChanged 21 SP:Iteration 31Q (8680.659503 sec): 3 clusters Score: Raw -551023.630989 + Penalty 1657.784674 = -549365.846314 nChanged 13 SP:Iteration 32Q (8680.710988 sec): 3 clusters Score: Raw -551026.081012 + Penalty 1657.784674 = -549368.296338 nChanged 9 SP:Iteration 33Q (8680.765091 sec): 3 clusters Score: Raw -551029.177794 + Penalty 1657.784674 = -549371.393120 nChanged 12 SP:Iteration 34Q (8680.814753 sec): 3 clusters Score: Raw -551032.364069 + Penalty 1657.784674 = -549374.579395 nChanged 12 SP:Iteration 35Q (8680.859833 sec): 3 clusters Score: Raw -551034.670862 + Penalty 1657.784674 = -549376.886188 nChanged 8 SP:Iteration 36Q (8680.900932 sec): 3 clusters Score: Raw -551036.130465 + Penalty 1657.784674 = -549378.345791 nChanged 6 SP:Iteration 37Q (8680.947020 sec): 3 clusters Score: Raw -551037.576488 + Penalty 1657.784674 = -549379.791814 nChanged 8 SP:Iteration 38Q (8681.011184 sec): 3 clusters Score: Raw -551039.968464 + Penalty 1657.784674 = -549382.183790 nChanged 7 SP:Iteration 39Q (8681.064308 sec): 3 clusters Score: Raw -551041.726475 + Penalty 1657.784674 = -549383.941801 nChanged 10 SP:Iteration 40F (8681.121454 sec): 3 clusters Score: Raw -551044.589490 + Penalty 1657.784674 = -549386.804816 nChanged 10 SP:Iteration 41Q (8681.172195 sec): 3 clusters Score: Raw -551047.366689 + Penalty 1657.784674 = -549389.582015 nChanged 11 SP:Iteration 42Q (8681.181048 sec): 3 clusters Score: Raw -551049.929822 + Penalty 1657.784674 = -549392.145148 nChanged 7 SP:Iteration 43Q (8681.199926 sec): 3 clusters Score: Raw -551051.338791 + Penalty 1657.784674 = -549393.554117 nChanged 7 SP:Iteration 44Q (8681.243462 sec): 3 clusters Score: Raw -551052.605103 + Penalty 1657.784674 = -549394.820429 nChanged 7 SP:Iteration 45Q (8681.262102 sec): 3 clusters Score: Raw -551054.087171 + Penalty 1657.784674 = -549396.302497 nChanged 3 SP:Iteration 46Q (8681.280885 sec): 3 clusters Score: Raw -551054.863743 + Penalty 1657.784674 = -549397.079069 nChanged 4 SP:Iteration 47Q (8681.299674 sec): 3 clusters Score: Raw -551055.660030 + Penalty 1657.784674 = -549397.875356 nChanged 2 SP:Iteration 48Q (8681.326717 sec): 3 clusters Score: Raw -551055.866837 + Penalty 1657.784674 = -549398.082163 nChanged 3 SP:Iteration 49Q (8681.385702 sec): 3 clusters Score: Raw -551056.472901 + Penalty 1657.784674 = -549398.688227 nChanged 5 SP:Iteration 50Q (8681.429448 sec): 3 clusters Score: Raw -551057.812039 + Penalty 1657.784674 = -549400.027365 nChanged 7 SP:Iteration 51Q (8681.495481 sec): 3 clusters Score: Raw -551059.851535 + Penalty 1657.784674 = -549402.066861 nChanged 3 SP:Iteration 52Q (8681.539079 sec): 3 clusters Score: Raw -551061.017860 + Penalty 1657.784674 = -549403.233186 nChanged 3 SP:Iteration 53Q (8681.604390 sec): 3 clusters Score: Raw -551061.456671 + Penalty 1657.784674 = -549403.671997 nChanged 4 SP:Iteration 54Q (8681.643530 sec): 3 clusters Score: Raw -551062.089901 + Penalty 1657.784674 = -549404.305227 nChanged 1 SP:Iteration 55Q (8681.688788 sec): 3 clusters Score: Raw -551062.202344 + Penalty 1657.784674 = -549404.417670 nChanged 1 SP:Iteration 56Q (8681.744155 sec): 3 clusters Score: Raw -551062.348699 + Penalty 1657.784674 = -549404.564025 nChanged 0 SP:Iteration 57F (8681.799470 sec): 3 clusters Score: Raw -551062.348699 + Penalty 1657.784674 = -549404.564025 nChanged 0 Trying to split cluster 15 (2646 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8681.829131 sec): 2 clusters Score: Raw -242287.052984 + Penalty 748.676413 = -241538.376572 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8681.872807 sec): 3 clusters Score: Raw -240926.146846 + Penalty 1497.352825 = -239428.794021 nChanged 1059 SP:Iteration 1F (8681.921252 sec): 3 clusters Score: Raw -241578.227628 + Penalty 1497.352825 = -240080.874803 nChanged 209 SP:Iteration 2F (8681.978409 sec): 3 clusters Score: Raw -241708.439913 + Penalty 1497.352825 = -240211.087088 nChanged 151 SP:Iteration 3F (8682.030079 sec): 3 clusters Score: Raw -241804.447051 + Penalty 1497.352825 = -240307.094226 nChanged 142 SP:Iteration 4F (8682.068832 sec): 3 clusters Score: Raw -241909.797614 + Penalty 1497.352825 = -240412.444788 nChanged 133 SP:Iteration 5F (8682.119590 sec): 3 clusters Score: Raw -242001.011016 + Penalty 1497.352825 = -240503.658190 nChanged 112 SP:Iteration 6Q (8682.171045 sec): 3 clusters Score: Raw -242078.677288 + Penalty 1497.352825 = -240581.324462 nChanged 98 SP:Iteration 7Q (8682.222235 sec): 3 clusters Score: Raw -242149.117369 + Penalty 1497.352825 = -240651.764543 nChanged 98 SP:Iteration 8Q (8682.269977 sec): 3 clusters Score: Raw -242213.232377 + Penalty 1497.352825 = -240715.879552 nChanged 83 SP:Iteration 9Q (8682.321241 sec): 3 clusters Score: Raw -242270.104678 + Penalty 1497.352825 = -240772.751853 nChanged 75 SP:Iteration 10Q (8682.372422 sec): 3 clusters Score: Raw -242322.299294 + Penalty 1497.352825 = -240824.946469 nChanged 63 SP:Iteration 11Q (8682.423831 sec): 3 clusters Score: Raw -242360.812726 + Penalty 1497.352825 = -240863.459901 nChanged 66 SP:Iteration 12Q (8682.476363 sec): 3 clusters Score: Raw -242391.374229 + Penalty 1497.352825 = -240894.021404 nChanged 35 SP:Iteration 13Q (8682.522558 sec): 3 clusters Score: Raw -242406.605385 + Penalty 1497.352825 = -240909.252560 nChanged 27 SP:Iteration 14Q (8682.574001 sec): 3 clusters Score: Raw -242415.665330 + Penalty 1497.352825 = -240918.312505 nChanged 21 SP:Iteration 15Q (8682.625375 sec): 3 clusters Score: Raw -242420.754331 + Penalty 1497.352825 = -240923.401505 nChanged 16 SP:Iteration 16Q (8682.676904 sec): 3 clusters Score: Raw -242429.657915 + Penalty 1497.352825 = -240932.305090 nChanged 29 SP:Iteration 17Q (8682.728346 sec): 3 clusters Score: Raw -242442.334095 + Penalty 1497.352825 = -240944.981269 nChanged 25 SP:Iteration 18Q (8682.774493 sec): 3 clusters Score: Raw -242451.393596 + Penalty 1497.352825 = -240954.040770 nChanged 20 SP:Iteration 19Q (8682.820940 sec): 3 clusters Score: Raw -242458.235737 + Penalty 1497.352825 = -240960.882912 nChanged 17 SP:Iteration 20F (8682.884175 sec): 3 clusters Score: Raw -242463.420043 + Penalty 1497.352825 = -240966.067217 nChanged 12 SP:Iteration 21Q (8682.912544 sec): 3 clusters Score: Raw -242466.621146 + Penalty 1497.352825 = -240969.268321 nChanged 7 SP:Iteration 22Q (8682.961029 sec): 3 clusters Score: Raw -242468.199579 + Penalty 1497.352825 = -240970.846753 nChanged 4 SP:Iteration 23Q (8683.001658 sec): 3 clusters Score: Raw -242469.126888 + Penalty 1497.352825 = -240971.774063 nChanged 5 SP:Iteration 24Q (8683.045866 sec): 3 clusters Score: Raw -242470.277151 + Penalty 1497.352825 = -240972.924325 nChanged 4 SP:Iteration 25Q (8683.093259 sec): 3 clusters Score: Raw -242471.379856 + Penalty 1497.352825 = -240974.027031 nChanged 3 SP:Iteration 26Q (8683.139957 sec): 3 clusters Score: Raw -242472.023421 + Penalty 1497.352825 = -240974.670595 nChanged 5 SP:Iteration 27Q (8683.178500 sec): 3 clusters Score: Raw -242474.086909 + Penalty 1497.352825 = -240976.734084 nChanged 3 SP:Iteration 28Q (8683.229921 sec): 3 clusters Score: Raw -242474.990294 + Penalty 1497.352825 = -240977.637468 nChanged 2 SP:Iteration 29Q (8683.291213 sec): 3 clusters Score: Raw -242475.333630 + Penalty 1497.352825 = -240977.980804 nChanged 5 SP:Iteration 30Q (8683.339242 sec): 3 clusters Score: Raw -242476.956079 + Penalty 1497.352825 = -240979.603254 nChanged 7 SP:Iteration 31Q (8683.365175 sec): 3 clusters Score: Raw -242478.855865 + Penalty 1497.352825 = -240981.503040 nChanged 6 SP:Iteration 32Q (8683.417391 sec): 3 clusters Score: Raw -242480.966292 + Penalty 1497.352825 = -240983.613466 nChanged 9 SP:Iteration 33Q (8683.446968 sec): 3 clusters Score: Raw -242483.864299 + Penalty 1497.352825 = -240986.511473 nChanged 8 SP:Iteration 34Q (8683.457894 sec): 3 clusters Score: Raw -242486.041437 + Penalty 1497.352825 = -240988.688612 nChanged 5 SP:Iteration 35Q (8683.497021 sec): 3 clusters Score: Raw -242486.752655 + Penalty 1497.352825 = -240989.399830 nChanged 2 SP:Iteration 36Q (8683.548544 sec): 3 clusters Score: Raw -242487.058837 + Penalty 1497.352825 = -240989.706012 nChanged 1 SP:Iteration 37Q (8683.599919 sec): 3 clusters Score: Raw -242487.193678 + Penalty 1497.352825 = -240989.840852 nChanged 0 SP:Iteration 38F (8683.650108 sec): 3 clusters Score: Raw -242487.193678 + Penalty 1497.352825 = -240989.840852 nChanged 0 Trying to split cluster 16 (17488 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8683.693888 sec): 2 clusters Score: Raw -1600918.677442 + Penalty 928.080670 = -1599990.596772 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8683.754322 sec): 3 clusters Score: Raw -1590081.290055 + Penalty 1856.161340 = -1588225.128715 nChanged 8016 SP:Iteration 1F (8683.819572 sec): 3 clusters Score: Raw -1594779.345710 + Penalty 1856.161340 = -1592923.184370 nChanged 948 SP:Iteration 2F (8683.887293 sec): 3 clusters Score: Raw -1595133.073155 + Penalty 1856.161340 = -1593276.911815 nChanged 850 SP:Iteration 3Q (8683.942773 sec): 3 clusters Score: Raw -1595501.413538 + Penalty 1856.161340 = -1593645.252198 nChanged 902 SP:Iteration 4F (8684.010690 sec): 3 clusters Score: Raw -1595926.220634 + Penalty 1856.161340 = -1594070.059294 nChanged 927 SP:Iteration 5F (8684.087567 sec): 3 clusters Score: Raw -1596399.609486 + Penalty 1856.161340 = -1594543.448146 nChanged 938 SP:Iteration 6F (8684.139739 sec): 3 clusters Score: Raw -1596887.747320 + Penalty 1856.161340 = -1595031.585980 nChanged 887 SP:Iteration 7F (8684.196540 sec): 3 clusters Score: Raw -1597385.968403 + Penalty 1856.161340 = -1595529.807063 nChanged 852 SP:Iteration 8Q (8684.265773 sec): 3 clusters Score: Raw -1597895.534357 + Penalty 1856.161340 = -1596039.373017 nChanged 752 SP:Iteration 9Q (8684.334654 sec): 3 clusters Score: Raw -1598315.374134 + Penalty 1856.161340 = -1596459.212794 nChanged 596 SP:Iteration 10Q (8684.402675 sec): 3 clusters Score: Raw -1598626.185483 + Penalty 1856.161340 = -1596770.024143 nChanged 483 SP:Iteration 11Q (8684.471538 sec): 3 clusters Score: Raw -1598844.681259 + Penalty 1856.161340 = -1596988.519919 nChanged 405 SP:Iteration 12Q (8684.539933 sec): 3 clusters Score: Raw -1599014.218150 + Penalty 1856.161340 = -1597158.056810 nChanged 358 SP:Iteration 13Q (8684.607204 sec): 3 clusters Score: Raw -1599154.633936 + Penalty 1856.161340 = -1597298.472596 nChanged 319 SP:Iteration 14Q (8684.675272 sec): 3 clusters Score: Raw -1599279.120188 + Penalty 1856.161340 = -1597422.958848 nChanged 320 SP:Iteration 15Q (8684.751676 sec): 3 clusters Score: Raw -1599403.779199 + Penalty 1856.161340 = -1597547.617859 nChanged 326 SP:Iteration 16Q (8684.809416 sec): 3 clusters Score: Raw -1599528.492894 + Penalty 1856.161340 = -1597672.331554 nChanged 312 SP:Iteration 17Q (8684.876553 sec): 3 clusters Score: Raw -1599653.927813 + Penalty 1856.161340 = -1597797.766473 nChanged 323 SP:Iteration 18Q (8684.943303 sec): 3 clusters Score: Raw -1599796.299423 + Penalty 1856.161340 = -1597940.138083 nChanged 321 SP:Iteration 19Q (8685.004210 sec): 3 clusters Score: Raw -1599934.995292 + Penalty 1856.161340 = -1598078.833952 nChanged 296 SP:Iteration 20F (8685.071988 sec): 3 clusters Score: Raw -1600068.223670 + Penalty 1856.161340 = -1598212.062330 nChanged 282 SP:Iteration 21Q (8685.140189 sec): 3 clusters Score: Raw -1600200.308883 + Penalty 1856.161340 = -1598344.147543 nChanged 255 SP:Iteration 22Q (8685.207154 sec): 3 clusters Score: Raw -1600317.459364 + Penalty 1856.161340 = -1598461.298024 nChanged 244 SP:Iteration 23Q (8685.275199 sec): 3 clusters Score: Raw -1600441.626130 + Penalty 1856.161340 = -1598585.464790 nChanged 234 SP:Iteration 24Q (8685.341364 sec): 3 clusters Score: Raw -1600550.785453 + Penalty 1856.161340 = -1598694.624113 nChanged 188 SP:Iteration 25Q (8685.399562 sec): 3 clusters Score: Raw -1600636.515506 + Penalty 1856.161340 = -1598780.354167 nChanged 172 SP:Iteration 26Q (8685.455767 sec): 3 clusters Score: Raw -1600721.246605 + Penalty 1856.161340 = -1598865.085265 nChanged 156 SP:Iteration 27Q (8685.516187 sec): 3 clusters Score: Raw -1600807.223379 + Penalty 1856.161340 = -1598951.062039 nChanged 137 SP:Iteration 28Q (8685.580147 sec): 3 clusters Score: Raw -1600888.874460 + Penalty 1856.161340 = -1599032.713120 nChanged 121 SP:Iteration 29Q (8685.641840 sec): 3 clusters Score: Raw -1600960.089204 + Penalty 1856.161340 = -1599103.927864 nChanged 84 SP:Iteration 30Q (8685.713645 sec): 3 clusters Score: Raw -1601007.784806 + Penalty 1856.161340 = -1599151.623466 nChanged 71 SP:Iteration 31Q (8685.779794 sec): 3 clusters Score: Raw -1601055.626181 + Penalty 1856.161340 = -1599199.464841 nChanged 60 SP:Iteration 32Q (8685.845733 sec): 3 clusters Score: Raw -1601092.877279 + Penalty 1856.161340 = -1599236.715939 nChanged 37 SP:Iteration 33Q (8685.911824 sec): 3 clusters Score: Raw -1601113.373486 + Penalty 1856.161340 = -1599257.212146 nChanged 26 SP:Iteration 34Q (8685.977531 sec): 3 clusters Score: Raw -1601130.862905 + Penalty 1856.161340 = -1599274.701565 nChanged 21 SP:Iteration 35Q (8686.031825 sec): 3 clusters Score: Raw -1601146.352543 + Penalty 1856.161340 = -1599290.191203 nChanged 21 SP:Iteration 36Q (8686.090876 sec): 3 clusters Score: Raw -1601158.974018 + Penalty 1856.161340 = -1599302.812678 nChanged 13 SP:Iteration 37Q (8686.157290 sec): 3 clusters Score: Raw -1601164.396312 + Penalty 1856.161340 = -1599308.234972 nChanged 10 SP:Iteration 38Q (8686.220228 sec): 3 clusters Score: Raw -1601168.919368 + Penalty 1856.161340 = -1599312.758028 nChanged 6 SP:Iteration 39Q (8686.280906 sec): 3 clusters Score: Raw -1601172.294379 + Penalty 1856.161340 = -1599316.133039 nChanged 4 SP:Iteration 40F (8686.354183 sec): 3 clusters Score: Raw -1601173.461671 + Penalty 1856.161340 = -1599317.300331 nChanged 2 SP:Iteration 41Q (8686.416533 sec): 3 clusters Score: Raw -1601174.091706 + Penalty 1856.161340 = -1599317.930366 nChanged 2 SP:Iteration 42Q (8686.480768 sec): 3 clusters Score: Raw -1601175.016219 + Penalty 1856.161340 = -1599318.854879 nChanged 1 SP:Iteration 43Q (8686.544708 sec): 3 clusters Score: Raw -1601175.558896 + Penalty 1856.161340 = -1599319.397556 nChanged 0 SP:Iteration 44F (8686.611341 sec): 3 clusters Score: Raw -1601175.558896 + Penalty 1856.161340 = -1599319.397556 nChanged 0 Trying to split cluster 17 (57802 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8686.683983 sec): 2 clusters Score: Raw -5294473.228735 + Penalty 1041.653972 = -5293431.574763 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8686.811331 sec): 3 clusters Score: Raw -5256905.367900 + Penalty 2083.307945 = -5254822.059955 nChanged 27620 SP:Iteration 1F (8686.926600 sec): 3 clusters Score: Raw -5272775.145883 + Penalty 2083.307945 = -5270691.837938 nChanged 2013 SP:Iteration 2Q (8687.052961 sec): 3 clusters Score: Raw -5273277.886072 + Penalty 2083.307945 = -5271194.578127 nChanged 2024 SP:Iteration 3Q (8687.181604 sec): 3 clusters Score: Raw -5273910.062510 + Penalty 2083.307945 = -5271826.754565 nChanged 2396 SP:Iteration 4Q (8687.322335 sec): 3 clusters Score: Raw -5274899.610651 + Penalty 2083.307945 = -5272816.302707 nChanged 3136 SP:Iteration 5F (8687.441053 sec): 3 clusters Score: Raw -5276618.294594 + Penalty 2083.307945 = -5274534.986649 nChanged 4116 SP:Iteration 6F (8687.565485 sec): 3 clusters Score: Raw -5279489.899986 + Penalty 2083.307945 = -5277406.592041 nChanged 4899 SP:Iteration 7F (8687.673548 sec): 3 clusters Score: Raw -5283685.093385 + Penalty 2083.307945 = -5281601.785440 nChanged 4906 SP:Iteration 8F (8687.799675 sec): 3 clusters Score: Raw -5288414.798454 + Penalty 2083.307945 = -5286331.490509 nChanged 3547 SP:Iteration 9F (8687.921055 sec): 3 clusters Score: Raw -5291920.604164 + Penalty 2083.307945 = -5289837.296220 nChanged 1796 SP:Iteration 10Q (8688.025262 sec): 3 clusters Score: Raw -5293642.752352 + Penalty 2083.307945 = -5291559.444407 nChanged 702 SP:Iteration 11Q (8688.127643 sec): 3 clusters Score: Raw -5294337.222871 + Penalty 2083.307945 = -5292253.914926 nChanged 243 SP:Iteration 12Q (8688.234053 sec): 3 clusters Score: Raw -5294590.002095 + Penalty 2083.307945 = -5292506.694150 nChanged 109 SP:Iteration 13Q (8688.343353 sec): 3 clusters Score: Raw -5294694.239921 + Penalty 2083.307945 = -5292610.931976 nChanged 72 SP:Iteration 14Q (8688.447871 sec): 3 clusters Score: Raw -5294753.703637 + Penalty 2083.307945 = -5292670.395692 nChanged 59 SP:Iteration 15Q (8688.555733 sec): 3 clusters Score: Raw -5294788.521331 + Penalty 2083.307945 = -5292705.213386 nChanged 36 SP:Iteration 16Q (8688.628570 sec): 3 clusters Score: Raw -5294811.536875 + Penalty 2083.307945 = -5292728.228930 nChanged 31 SP:Iteration 17Q (8688.700816 sec): 3 clusters Score: Raw -5294840.548980 + Penalty 2083.307945 = -5292757.241035 nChanged 29 SP:Iteration 18Q (8688.775134 sec): 3 clusters Score: Raw -5294856.376768 + Penalty 2083.307945 = -5292773.068824 nChanged 17 SP:Iteration 19Q (8688.849110 sec): 3 clusters Score: Raw -5294863.550145 + Penalty 2083.307945 = -5292780.242201 nChanged 12 SP:Iteration 20F (8688.935888 sec): 3 clusters Score: Raw -5294868.368819 + Penalty 2083.307945 = -5292785.060874 nChanged 15 SP:Iteration 21Q (8689.010563 sec): 3 clusters Score: Raw -5294874.408876 + Penalty 2083.307945 = -5292791.100931 nChanged 15 SP:Iteration 22Q (8689.121030 sec): 3 clusters Score: Raw -5294880.531840 + Penalty 2083.307945 = -5292797.223895 nChanged 10 SP:Iteration 23Q (8689.219762 sec): 3 clusters Score: Raw -5294886.757486 + Penalty 2083.307945 = -5292803.449542 nChanged 12 SP:Iteration 24Q (8689.341646 sec): 3 clusters Score: Raw -5294893.518048 + Penalty 2083.307945 = -5292810.210104 nChanged 12 SP:Iteration 25Q (8689.451704 sec): 3 clusters Score: Raw -5294898.432975 + Penalty 2083.307945 = -5292815.125030 nChanged 14 SP:Iteration 26Q (8689.549257 sec): 3 clusters Score: Raw -5294902.647447 + Penalty 2083.307945 = -5292819.339502 nChanged 5 SP:Iteration 27Q (8689.663433 sec): 3 clusters Score: Raw -5294904.629301 + Penalty 2083.307945 = -5292821.321356 nChanged 6 SP:Iteration 28Q (8689.756127 sec): 3 clusters Score: Raw -5294906.631030 + Penalty 2083.307945 = -5292823.323085 nChanged 5 SP:Iteration 29Q (8689.860430 sec): 3 clusters Score: Raw -5294908.847283 + Penalty 2083.307945 = -5292825.539338 nChanged 4 SP:Iteration 30Q (8689.962598 sec): 3 clusters Score: Raw -5294909.987364 + Penalty 2083.307945 = -5292826.679419 nChanged 3 SP:Iteration 31Q (8690.062966 sec): 3 clusters Score: Raw -5294910.759134 + Penalty 2083.307945 = -5292827.451189 nChanged 1 SP:Iteration 32Q (8690.181755 sec): 3 clusters Score: Raw -5294910.970130 + Penalty 2083.307945 = -5292827.662185 nChanged 0 SP:Iteration 33F (8690.290988 sec): 3 clusters Score: Raw -5294910.970130 + Penalty 2083.307945 = -5292827.662185 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8690.321963 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8690.379042 sec): 3 clusters Score: Raw -156060.451982 + Penalty 1420.422134 = -154640.029847 nChanged 694 SP:Iteration 1F (8690.428817 sec): 3 clusters Score: Raw -156676.628262 + Penalty 1420.422134 = -155256.206128 nChanged 195 SP:Iteration 2F (8690.474650 sec): 3 clusters Score: Raw -156888.208094 + Penalty 1420.422134 = -155467.785960 nChanged 132 SP:Iteration 3F (8690.514615 sec): 3 clusters Score: Raw -157012.388238 + Penalty 1420.422134 = -155591.966104 nChanged 79 SP:Iteration 4Q (8690.560105 sec): 3 clusters Score: Raw -157072.143817 + Penalty 1420.422134 = -155651.721683 nChanged 55 SP:Iteration 5Q (8690.609436 sec): 3 clusters Score: Raw -157116.413051 + Penalty 1420.422134 = -155695.990917 nChanged 51 SP:Iteration 6Q (8690.651780 sec): 3 clusters Score: Raw -157154.833950 + Penalty 1420.422134 = -155734.411816 nChanged 29 SP:Iteration 7Q (8690.702208 sec): 3 clusters Score: Raw -157172.268480 + Penalty 1420.422134 = -155751.846346 nChanged 22 SP:Iteration 8Q (8690.748686 sec): 3 clusters Score: Raw -157182.537840 + Penalty 1420.422134 = -155762.115706 nChanged 12 SP:Iteration 9Q (8690.794426 sec): 3 clusters Score: Raw -157188.161684 + Penalty 1420.422134 = -155767.739550 nChanged 4 SP:Iteration 10Q (8690.856804 sec): 3 clusters Score: Raw -157189.203700 + Penalty 1420.422134 = -155768.781566 nChanged 2 SP:Iteration 11Q (8690.888058 sec): 3 clusters Score: Raw -157189.948594 + Penalty 1420.422134 = -155769.526460 nChanged 3 SP:Iteration 12Q (8690.938363 sec): 3 clusters Score: Raw -157192.381635 + Penalty 1420.422134 = -155771.959501 nChanged 4 SP:Iteration 13Q (8690.988815 sec): 3 clusters Score: Raw -157194.156058 + Penalty 1420.422134 = -155773.733923 nChanged 1 SP:Iteration 14Q (8691.039220 sec): 3 clusters Score: Raw -157194.326168 + Penalty 1420.422134 = -155773.904033 nChanged 0 SP:Iteration 15F (8691.082419 sec): 3 clusters Score: Raw -157194.326168 + Penalty 1420.422134 = -155773.904033 nChanged 0 Trying to split cluster 19 (28834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8691.137771 sec): 2 clusters Score: Raw -2780821.990580 + Penalty 975.584500 = -2779846.406080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8691.220496 sec): 3 clusters Score: Raw -2762514.955626 + Penalty 1951.169000 = -2760563.786626 nChanged 13618 SP:Iteration 1F (8691.288062 sec): 3 clusters Score: Raw -2770475.482190 + Penalty 1951.169000 = -2768524.313190 nChanged 1248 SP:Iteration 2Q (8691.374271 sec): 3 clusters Score: Raw -2770852.546023 + Penalty 1951.169000 = -2768901.377024 nChanged 1155 SP:Iteration 3Q (8691.456496 sec): 3 clusters Score: Raw -2771189.210058 + Penalty 1951.169000 = -2769238.041059 nChanged 1040 SP:Iteration 4Q (8691.542030 sec): 3 clusters Score: Raw -2771499.454954 + Penalty 1951.169000 = -2769548.285954 nChanged 1039 SP:Iteration 5Q (8691.624918 sec): 3 clusters Score: Raw -2771823.118159 + Penalty 1951.169000 = -2769871.949160 nChanged 1060 SP:Iteration 6Q (8691.700579 sec): 3 clusters Score: Raw -2772190.904611 + Penalty 1951.169000 = -2770239.735611 nChanged 1106 SP:Iteration 7Q (8691.784409 sec): 3 clusters Score: Raw -2772601.716576 + Penalty 1951.169000 = -2770650.547576 nChanged 1088 SP:Iteration 8Q (8691.867519 sec): 3 clusters Score: Raw -2773045.011635 + Penalty 1951.169000 = -2771093.842635 nChanged 1097 SP:Iteration 9Q (8691.951401 sec): 3 clusters Score: Raw -2773551.304711 + Penalty 1951.169000 = -2771600.135711 nChanged 1160 SP:Iteration 10Q (8692.022696 sec): 3 clusters Score: Raw -2774119.485614 + Penalty 1951.169000 = -2772168.316614 nChanged 1188 SP:Iteration 11Q (8692.103385 sec): 3 clusters Score: Raw -2774722.685270 + Penalty 1951.169000 = -2772771.516270 nChanged 1126 SP:Iteration 12Q (8692.191369 sec): 3 clusters Score: Raw -2775295.130119 + Penalty 1951.169000 = -2773343.961119 nChanged 1068 SP:Iteration 13Q (8692.267433 sec): 3 clusters Score: Raw -2775838.756236 + Penalty 1951.169000 = -2773887.587236 nChanged 1033 SP:Iteration 14Q (8692.349284 sec): 3 clusters Score: Raw -2776318.692991 + Penalty 1951.169000 = -2774367.523991 nChanged 927 SP:Iteration 15Q (8692.430398 sec): 3 clusters Score: Raw -2776699.766957 + Penalty 1951.169000 = -2774748.597957 nChanged 844 SP:Iteration 16Q (8692.505723 sec): 3 clusters Score: Raw -2777034.090479 + Penalty 1951.169000 = -2775082.921480 nChanged 828 SP:Iteration 17Q (8692.577584 sec): 3 clusters Score: Raw -2777372.759589 + Penalty 1951.169000 = -2775421.590589 nChanged 860 SP:Iteration 18Q (8692.659595 sec): 3 clusters Score: Raw -2777747.218964 + Penalty 1951.169000 = -2775796.049965 nChanged 899 SP:Iteration 19Q (8692.732827 sec): 3 clusters Score: Raw -2778167.204390 + Penalty 1951.169000 = -2776216.035391 nChanged 888 SP:Iteration 20F (8692.813774 sec): 3 clusters Score: Raw -2778622.594945 + Penalty 1951.169000 = -2776671.425946 nChanged 835 SP:Iteration 21Q (8692.891768 sec): 3 clusters Score: Raw -2779071.512441 + Penalty 1951.169000 = -2777120.343441 nChanged 789 SP:Iteration 22Q (8692.965597 sec): 3 clusters Score: Raw -2779529.390998 + Penalty 1951.169000 = -2777578.221998 nChanged 693 SP:Iteration 23Q (8693.033513 sec): 3 clusters Score: Raw -2779943.765925 + Penalty 1951.169000 = -2777992.596925 nChanged 533 SP:Iteration 24Q (8693.107209 sec): 3 clusters Score: Raw -2780256.396147 + Penalty 1951.169000 = -2778305.227147 nChanged 377 SP:Iteration 25Q (8693.188449 sec): 3 clusters Score: Raw -2780483.169182 + Penalty 1951.169000 = -2778532.000182 nChanged 265 SP:Iteration 26Q (8693.262148 sec): 3 clusters Score: Raw -2780641.478542 + Penalty 1951.169000 = -2778690.309542 nChanged 186 SP:Iteration 27Q (8693.340437 sec): 3 clusters Score: Raw -2780745.601461 + Penalty 1951.169000 = -2778794.432461 nChanged 116 SP:Iteration 28Q (8693.417062 sec): 3 clusters Score: Raw -2780806.314924 + Penalty 1951.169000 = -2778855.145924 nChanged 85 SP:Iteration 29Q (8693.479180 sec): 3 clusters Score: Raw -2780858.561925 + Penalty 1951.169000 = -2778907.392925 nChanged 63 SP:Iteration 30Q (8693.565928 sec): 3 clusters Score: Raw -2780893.773948 + Penalty 1951.169000 = -2778942.604948 nChanged 45 SP:Iteration 31Q (8693.643804 sec): 3 clusters Score: Raw -2780921.255316 + Penalty 1951.169000 = -2778970.086317 nChanged 39 SP:Iteration 32Q (8693.720337 sec): 3 clusters Score: Raw -2780953.110912 + Penalty 1951.169000 = -2779001.941912 nChanged 29 SP:Iteration 33Q (8693.794794 sec): 3 clusters Score: Raw -2780974.494298 + Penalty 1951.169000 = -2779023.325298 nChanged 27 SP:Iteration 34Q (8693.866003 sec): 3 clusters Score: Raw -2780990.863665 + Penalty 1951.169000 = -2779039.694665 nChanged 13 SP:Iteration 35Q (8693.939103 sec): 3 clusters Score: Raw -2780999.946941 + Penalty 1951.169000 = -2779048.777941 nChanged 11 SP:Iteration 36Q (8694.016731 sec): 3 clusters Score: Raw -2781005.789196 + Penalty 1951.169000 = -2779054.620197 nChanged 3 SP:Iteration 37Q (8694.092674 sec): 3 clusters Score: Raw -2781007.240533 + Penalty 1951.169000 = -2779056.071533 nChanged 5 SP:Iteration 38Q (8694.171035 sec): 3 clusters Score: Raw -2781011.457159 + Penalty 1951.169000 = -2779060.288159 nChanged 2 SP:Iteration 39Q (8694.240561 sec): 3 clusters Score: Raw -2781013.067729 + Penalty 1951.169000 = -2779061.898729 nChanged 4 SP:Iteration 40F (8694.331780 sec): 3 clusters Score: Raw -2781014.607645 + Penalty 1951.169000 = -2779063.438645 nChanged 1 SP:Iteration 41Q (8694.398819 sec): 3 clusters Score: Raw -2781014.866591 + Penalty 1951.169000 = -2779063.697591 nChanged 0 SP:Iteration 42F (8694.489011 sec): 3 clusters Score: Raw -2781014.866591 + Penalty 1951.169000 = -2779063.697591 nChanged 0 Trying to split cluster 20 (21759 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8694.537268 sec): 2 clusters Score: Raw -1857646.557440 + Penalty 948.839361 = -1856697.718080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8694.614410 sec): 3 clusters Score: Raw -1843959.784779 + Penalty 1897.678721 = -1842062.106057 nChanged 10163 SP:Iteration 1F (8694.690898 sec): 3 clusters Score: Raw -1849819.037469 + Penalty 1897.678721 = -1847921.358748 nChanged 1175 SP:Iteration 2F (8694.768042 sec): 3 clusters Score: Raw -1850371.453435 + Penalty 1897.678721 = -1848473.774714 nChanged 1346 SP:Iteration 3F (8694.839820 sec): 3 clusters Score: Raw -1851181.218812 + Penalty 1897.678721 = -1849283.540091 nChanged 1554 SP:Iteration 4F (8694.875881 sec): 3 clusters Score: Raw -1852333.244543 + Penalty 1897.678721 = -1850435.565821 nChanged 1644 SP:Iteration 5F (8694.915964 sec): 3 clusters Score: Raw -1853692.906595 + Penalty 1897.678721 = -1851795.227874 nChanged 1510 SP:Iteration 6F (8694.955713 sec): 3 clusters Score: Raw -1855026.224954 + Penalty 1897.678721 = -1853128.546233 nChanged 1187 SP:Iteration 7F (8694.995790 sec): 3 clusters Score: Raw -1856064.855788 + Penalty 1897.678721 = -1854167.177067 nChanged 788 SP:Iteration 8Q (8695.072218 sec): 3 clusters Score: Raw -1856684.149375 + Penalty 1897.678721 = -1854786.470653 nChanged 499 SP:Iteration 9Q (8695.156285 sec): 3 clusters Score: Raw -1857032.439684 + Penalty 1897.678721 = -1855134.760963 nChanged 325 SP:Iteration 10Q (8695.230769 sec): 3 clusters Score: Raw -1857269.862560 + Penalty 1897.678721 = -1855372.183839 nChanged 262 SP:Iteration 11Q (8695.271363 sec): 3 clusters Score: Raw -1857469.030278 + Penalty 1897.678721 = -1855571.351557 nChanged 210 SP:Iteration 12Q (8695.305838 sec): 3 clusters Score: Raw -1857619.382687 + Penalty 1897.678721 = -1855721.703966 nChanged 185 SP:Iteration 13Q (8695.341140 sec): 3 clusters Score: Raw -1857748.073860 + Penalty 1897.678721 = -1855850.395138 nChanged 160 SP:Iteration 14Q (8695.376249 sec): 3 clusters Score: Raw -1857861.078458 + Penalty 1897.678721 = -1855963.399737 nChanged 127 SP:Iteration 15Q (8695.411075 sec): 3 clusters Score: Raw -1857933.592294 + Penalty 1897.678721 = -1856035.913572 nChanged 120 SP:Iteration 16Q (8695.462155 sec): 3 clusters Score: Raw -1858000.227007 + Penalty 1897.678721 = -1856102.548286 nChanged 116 SP:Iteration 17Q (8695.493644 sec): 3 clusters Score: Raw -1858060.627757 + Penalty 1897.678721 = -1856162.949036 nChanged 90 SP:Iteration 18Q (8695.528305 sec): 3 clusters Score: Raw -1858097.446265 + Penalty 1897.678721 = -1856199.767543 nChanged 76 SP:Iteration 19Q (8695.576779 sec): 3 clusters Score: Raw -1858121.798050 + Penalty 1897.678721 = -1856224.119328 nChanged 42 SP:Iteration 20F (8695.653047 sec): 3 clusters Score: Raw -1858144.676624 + Penalty 1897.678721 = -1856246.997903 nChanged 48 SP:Iteration 21Q (8695.725378 sec): 3 clusters Score: Raw -1858161.388684 + Penalty 1897.678721 = -1856263.709963 nChanged 41 SP:Iteration 22Q (8695.806121 sec): 3 clusters Score: Raw -1858176.031486 + Penalty 1897.678721 = -1856278.352765 nChanged 54 SP:Iteration 23Q (8695.845220 sec): 3 clusters Score: Raw -1858193.421262 + Penalty 1897.678721 = -1856295.742541 nChanged 51 SP:Iteration 24Q (8695.879443 sec): 3 clusters Score: Raw -1858210.167491 + Penalty 1897.678721 = -1856312.488769 nChanged 42 SP:Iteration 25Q (8695.914154 sec): 3 clusters Score: Raw -1858222.859597 + Penalty 1897.678721 = -1856325.180875 nChanged 34 SP:Iteration 26Q (8695.948883 sec): 3 clusters Score: Raw -1858230.492420 + Penalty 1897.678721 = -1856332.813699 nChanged 33 SP:Iteration 27Q (8696.030425 sec): 3 clusters Score: Raw -1858236.288482 + Penalty 1897.678721 = -1856338.609761 nChanged 23 SP:Iteration 28Q (8696.102727 sec): 3 clusters Score: Raw -1858239.257663 + Penalty 1897.678721 = -1856341.578942 nChanged 22 SP:Iteration 29Q (8696.167767 sec): 3 clusters Score: Raw -1858242.886320 + Penalty 1897.678721 = -1856345.207599 nChanged 23 SP:Iteration 30Q (8696.238027 sec): 3 clusters Score: Raw -1858247.859520 + Penalty 1897.678721 = -1856350.180799 nChanged 21 SP:Iteration 31Q (8696.313879 sec): 3 clusters Score: Raw -1858252.224739 + Penalty 1897.678721 = -1856354.546017 nChanged 21 SP:Iteration 32Q (8696.388542 sec): 3 clusters Score: Raw -1858255.621998 + Penalty 1897.678721 = -1856357.943277 nChanged 15 SP:Iteration 33Q (8696.460054 sec): 3 clusters Score: Raw -1858258.120539 + Penalty 1897.678721 = -1856360.441817 nChanged 10 SP:Iteration 34Q (8696.532702 sec): 3 clusters Score: Raw -1858259.507253 + Penalty 1897.678721 = -1856361.828532 nChanged 7 SP:Iteration 35Q (8696.605357 sec): 3 clusters Score: Raw -1858260.702847 + Penalty 1897.678721 = -1856363.024126 nChanged 9 SP:Iteration 36Q (8696.678088 sec): 3 clusters Score: Raw -1858261.938536 + Penalty 1897.678721 = -1856364.259814 nChanged 11 SP:Iteration 37Q (8696.750639 sec): 3 clusters Score: Raw -1858263.600426 + Penalty 1897.678721 = -1856365.921704 nChanged 4 SP:Iteration 38Q (8696.823437 sec): 3 clusters Score: Raw -1858264.082053 + Penalty 1897.678721 = -1856366.403332 nChanged 3 SP:Iteration 39Q (8696.895964 sec): 3 clusters Score: Raw -1858264.402369 + Penalty 1897.678721 = -1856366.723648 nChanged 1 SP:Iteration 40F (8696.969017 sec): 3 clusters Score: Raw -1858264.864373 + Penalty 1897.678721 = -1856367.185652 nChanged 2 SP:Iteration 41Q (8697.041846 sec): 3 clusters Score: Raw -1858265.024382 + Penalty 1897.678721 = -1856367.345661 nChanged 3 SP:Iteration 42Q (8697.114384 sec): 3 clusters Score: Raw -1858265.143714 + Penalty 1897.678721 = -1856367.464992 nChanged 0 SP:Iteration 43F (8697.191453 sec): 3 clusters Score: Raw -1858265.143714 + Penalty 1897.678721 = -1856367.464992 nChanged 0 Trying to split cluster 21 (30817 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8697.248228 sec): 2 clusters Score: Raw -2967767.177464 + Penalty 981.903068 = -2966785.274396 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8697.338286 sec): 3 clusters Score: Raw -2948176.969693 + Penalty 1963.806135 = -2946213.163557 nChanged 14414 SP:Iteration 1F (8697.427191 sec): 3 clusters Score: Raw -2956845.382681 + Penalty 1963.806135 = -2954881.576545 nChanged 1572 SP:Iteration 2F (8697.516191 sec): 3 clusters Score: Raw -2957556.026390 + Penalty 1963.806135 = -2955592.220255 nChanged 1680 SP:Iteration 3F (8697.605151 sec): 3 clusters Score: Raw -2958453.911232 + Penalty 1963.806135 = -2956490.105097 nChanged 1803 SP:Iteration 4F (8697.687752 sec): 3 clusters Score: Raw -2959584.022830 + Penalty 1963.806135 = -2957620.216695 nChanged 1956 SP:Iteration 5F (8697.780539 sec): 3 clusters Score: Raw -2961017.842550 + Penalty 1963.806135 = -2959054.036415 nChanged 2012 SP:Iteration 6F (8697.869619 sec): 3 clusters Score: Raw -2962649.251208 + Penalty 1963.806135 = -2960685.445072 nChanged 1781 SP:Iteration 7F (8697.957512 sec): 3 clusters Score: Raw -2964141.000836 + Penalty 1963.806135 = -2962177.194700 nChanged 1491 SP:Iteration 8Q (8698.037121 sec): 3 clusters Score: Raw -2965324.521043 + Penalty 1963.806135 = -2963360.714908 nChanged 1102 SP:Iteration 9Q (8698.112101 sec): 3 clusters Score: Raw -2966144.840391 + Penalty 1963.806135 = -2964181.034255 nChanged 784 SP:Iteration 10Q (8698.200688 sec): 3 clusters Score: Raw -2966699.741349 + Penalty 1963.806135 = -2964735.935214 nChanged 567 SP:Iteration 11Q (8698.291168 sec): 3 clusters Score: Raw -2967055.607565 + Penalty 1963.806135 = -2965091.801430 nChanged 405 SP:Iteration 12Q (8698.365067 sec): 3 clusters Score: Raw -2967312.546365 + Penalty 1963.806135 = -2965348.740230 nChanged 310 SP:Iteration 13Q (8698.445729 sec): 3 clusters Score: Raw -2967512.035950 + Penalty 1963.806135 = -2965548.229814 nChanged 246 SP:Iteration 14Q (8698.529344 sec): 3 clusters Score: Raw -2967663.317104 + Penalty 1963.806135 = -2965699.510969 nChanged 190 SP:Iteration 15Q (8698.613292 sec): 3 clusters Score: Raw -2967769.963077 + Penalty 1963.806135 = -2965806.156942 nChanged 142 SP:Iteration 16Q (8698.692208 sec): 3 clusters Score: Raw -2967839.088373 + Penalty 1963.806135 = -2965875.282238 nChanged 100 SP:Iteration 17Q (8698.779589 sec): 3 clusters Score: Raw -2967881.707629 + Penalty 1963.806135 = -2965917.901493 nChanged 75 SP:Iteration 18Q (8698.859419 sec): 3 clusters Score: Raw -2967908.277585 + Penalty 1963.806135 = -2965944.471450 nChanged 53 SP:Iteration 19Q (8698.939563 sec): 3 clusters Score: Raw -2967928.852867 + Penalty 1963.806135 = -2965965.046732 nChanged 43 SP:Iteration 20F (8699.023284 sec): 3 clusters Score: Raw -2967946.269446 + Penalty 1963.806135 = -2965982.463310 nChanged 43 SP:Iteration 21Q (8699.092076 sec): 3 clusters Score: Raw -2967960.743523 + Penalty 1963.806135 = -2965996.937388 nChanged 35 SP:Iteration 22Q (8699.175234 sec): 3 clusters Score: Raw -2967976.502417 + Penalty 1963.806135 = -2966012.696282 nChanged 28 SP:Iteration 23Q (8699.255683 sec): 3 clusters Score: Raw -2967988.574150 + Penalty 1963.806135 = -2966024.768015 nChanged 29 SP:Iteration 24Q (8699.331886 sec): 3 clusters Score: Raw -2968000.178065 + Penalty 1963.806135 = -2966036.371930 nChanged 24 SP:Iteration 25Q (8699.392754 sec): 3 clusters Score: Raw -2968008.632415 + Penalty 1963.806135 = -2966044.826280 nChanged 14 SP:Iteration 26Q (8699.483031 sec): 3 clusters Score: Raw -2968013.161266 + Penalty 1963.806135 = -2966049.355131 nChanged 8 SP:Iteration 27Q (8699.562051 sec): 3 clusters Score: Raw -2968015.549035 + Penalty 1963.806135 = -2966051.742900 nChanged 7 SP:Iteration 28Q (8699.643380 sec): 3 clusters Score: Raw -2968017.679132 + Penalty 1963.806135 = -2966053.872997 nChanged 6 SP:Iteration 29Q (8699.710406 sec): 3 clusters Score: Raw -2968020.609232 + Penalty 1963.806135 = -2966056.803097 nChanged 6 SP:Iteration 30Q (8699.798910 sec): 3 clusters Score: Raw -2968023.144302 + Penalty 1963.806135 = -2966059.338167 nChanged 6 SP:Iteration 31Q (8699.880120 sec): 3 clusters Score: Raw -2968025.427268 + Penalty 1963.806135 = -2966061.621133 nChanged 6 SP:Iteration 32Q (8699.951299 sec): 3 clusters Score: Raw -2968026.782488 + Penalty 1963.806135 = -2966062.976353 nChanged 5 SP:Iteration 33Q (8700.037256 sec): 3 clusters Score: Raw -2968028.194186 + Penalty 1963.806135 = -2966064.388050 nChanged 7 SP:Iteration 34Q (8700.103890 sec): 3 clusters Score: Raw -2968029.831822 + Penalty 1963.806135 = -2966066.025687 nChanged 4 SP:Iteration 35Q (8700.176583 sec): 3 clusters Score: Raw -2968030.783979 + Penalty 1963.806135 = -2966066.977843 nChanged 3 SP:Iteration 36Q (8700.265234 sec): 3 clusters Score: Raw -2968032.014270 + Penalty 1963.806135 = -2966068.208135 nChanged 5 SP:Iteration 37Q (8700.344399 sec): 3 clusters Score: Raw -2968033.370170 + Penalty 1963.806135 = -2966069.564034 nChanged 2 SP:Iteration 38Q (8700.424934 sec): 3 clusters Score: Raw -2968033.857609 + Penalty 1963.806135 = -2966070.051474 nChanged 2 SP:Iteration 39Q (8700.503152 sec): 3 clusters Score: Raw -2968034.413225 + Penalty 1963.806135 = -2966070.607090 nChanged 1 SP:Iteration 40F (8700.592052 sec): 3 clusters Score: Raw -2968034.888060 + Penalty 1963.806135 = -2966071.081925 nChanged 2 SP:Iteration 41Q (8700.668365 sec): 3 clusters Score: Raw -2968035.343454 + Penalty 1963.806135 = -2966071.537319 nChanged 0 SP:Iteration 42F (8700.757470 sec): 3 clusters Score: Raw -2968035.343454 + Penalty 1963.806135 = -2966071.537319 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8700.915202 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8701.137736 sec): 3 clusters Score: Raw -12793431.820570 + Penalty 2243.674617 = -12791188.145953 nChanged 65337 SP:Iteration 1F (8701.347774 sec): 3 clusters Score: Raw -12835195.449804 + Penalty 2243.674617 = -12832951.775187 nChanged 8100 SP:Iteration 2F (8701.554416 sec): 3 clusters Score: Raw -12839692.151594 + Penalty 2243.674617 = -12837448.476977 nChanged 9663 SP:Iteration 3F (8701.756201 sec): 3 clusters Score: Raw -12846299.714518 + Penalty 2243.674617 = -12844056.039901 nChanged 10071 SP:Iteration 4F (8701.966100 sec): 3 clusters Score: Raw -12854203.755738 + Penalty 2243.674617 = -12851960.081121 nChanged 9206 SP:Iteration 5F (8702.191375 sec): 3 clusters Score: Raw -12862051.863908 + Penalty 2243.674617 = -12859808.189291 nChanged 7306 SP:Iteration 6F (8702.402526 sec): 3 clusters Score: Raw -12868365.663132 + Penalty 2243.674617 = -12866121.988515 nChanged 5193 SP:Iteration 7Q (8702.627630 sec): 3 clusters Score: Raw -12872637.780894 + Penalty 2243.674617 = -12870394.106277 nChanged 3622 SP:Iteration 8Q (8702.825996 sec): 3 clusters Score: Raw -12875357.258407 + Penalty 2243.674617 = -12873113.583790 nChanged 2677 SP:Iteration 9Q (8703.029574 sec): 3 clusters Score: Raw -12877197.655789 + Penalty 2243.674617 = -12874953.981172 nChanged 2103 SP:Iteration 10Q (8703.224234 sec): 3 clusters Score: Raw -12878547.796440 + Penalty 2243.674617 = -12876304.121823 nChanged 1714 SP:Iteration 11Q (8703.421043 sec): 3 clusters Score: Raw -12879595.817667 + Penalty 2243.674617 = -12877352.143050 nChanged 1401 SP:Iteration 12Q (8703.602787 sec): 3 clusters Score: Raw -12880420.526049 + Penalty 2243.674617 = -12878176.851432 nChanged 1141 SP:Iteration 13Q (8703.782559 sec): 3 clusters Score: Raw -12881091.497009 + Penalty 2243.674617 = -12878847.822392 nChanged 910 SP:Iteration 14Q (8703.975411 sec): 3 clusters Score: Raw -12881610.525578 + Penalty 2243.674617 = -12879366.850961 nChanged 694 SP:Iteration 15Q (8704.151365 sec): 3 clusters Score: Raw -12881988.897973 + Penalty 2243.674617 = -12879745.223356 nChanged 546 SP:Iteration 16Q (8704.318098 sec): 3 clusters Score: Raw -12882287.528439 + Penalty 2243.674617 = -12880043.853822 nChanged 378 SP:Iteration 17Q (8704.492261 sec): 3 clusters Score: Raw -12882505.312179 + Penalty 2243.674617 = -12880261.637562 nChanged 270 SP:Iteration 18Q (8704.666583 sec): 3 clusters Score: Raw -12882647.941397 + Penalty 2243.674617 = -12880404.266779 nChanged 183 SP:Iteration 19Q (8704.840345 sec): 3 clusters Score: Raw -12882753.324001 + Penalty 2243.674617 = -12880509.649384 nChanged 123 SP:Iteration 20F (8705.044886 sec): 3 clusters Score: Raw -12882840.131582 + Penalty 2243.674617 = -12880596.456965 nChanged 89 SP:Iteration 21Q (8705.219710 sec): 3 clusters Score: Raw -12882911.499619 + Penalty 2243.674617 = -12880667.825002 nChanged 65 SP:Iteration 22Q (8705.393048 sec): 3 clusters Score: Raw -12882962.445817 + Penalty 2243.674617 = -12880718.771200 nChanged 44 SP:Iteration 23Q (8705.555717 sec): 3 clusters Score: Raw -12882992.532784 + Penalty 2243.674617 = -12880748.858166 nChanged 27 SP:Iteration 24Q (8705.734892 sec): 3 clusters Score: Raw -12883006.084197 + Penalty 2243.674617 = -12880762.409580 nChanged 21 SP:Iteration 25Q (8705.914366 sec): 3 clusters Score: Raw -12883016.186987 + Penalty 2243.674617 = -12880772.512370 nChanged 21 SP:Iteration 26Q (8706.087959 sec): 3 clusters Score: Raw -12883028.799847 + Penalty 2243.674617 = -12880785.125230 nChanged 19 SP:Iteration 27Q (8706.267180 sec): 3 clusters Score: Raw -12883036.544177 + Penalty 2243.674617 = -12880792.869560 nChanged 9 SP:Iteration 28Q (8706.425361 sec): 3 clusters Score: Raw -12883039.595585 + Penalty 2243.674617 = -12880795.920968 nChanged 2 SP:Iteration 29Q (8706.595466 sec): 3 clusters Score: Raw -12883040.204671 + Penalty 2243.674617 = -12880796.530054 nChanged 1 SP:Iteration 30Q (8706.753004 sec): 3 clusters Score: Raw -12883040.637000 + Penalty 2243.674617 = -12880796.962382 nChanged 0 SP:Iteration 31F (8706.940677 sec): 3 clusters Score: Raw -12883040.637000 + Penalty 2243.674617 = -12880796.962382 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8706.966025 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8707.015125 sec): 3 clusters Score: Raw -12951.968300 + Penalty 988.761271 = -11963.207030 nChanged 42 SP:Iteration 1F (8707.056656 sec): 3 clusters Score: Raw -13040.724895 + Penalty 988.761271 = -12051.963625 nChanged 12 SP:Iteration 2F (8707.100884 sec): 3 clusters Score: Raw -13056.856746 + Penalty 988.761271 = -12068.095476 nChanged 8 SP:Iteration 3Q (8707.138482 sec): 3 clusters Score: Raw -13065.879399 + Penalty 988.761271 = -12077.118128 nChanged 6 SP:Iteration 4Q (8707.176879 sec): 3 clusters Score: Raw -13071.164886 + Penalty 988.761271 = -12082.403615 nChanged 2 SP:Iteration 5Q (8707.221281 sec): 3 clusters Score: Raw -13087.014565 + Penalty 988.761271 = -12098.253295 nChanged 2 SP:Iteration 6Q (8707.259163 sec): 3 clusters Score: Raw -13096.924180 + Penalty 988.761271 = -12108.162909 nChanged 1 SP:Iteration 7Q (8707.304585 sec): 3 clusters Score: Raw -13098.334633 + Penalty 988.761271 = -12109.573363 nChanged 1 SP:Iteration 8Q (8707.353522 sec): 3 clusters Score: Raw -13099.361764 + Penalty 988.761271 = -12110.600493 nChanged 1 SP:Iteration 9Q (8707.401096 sec): 3 clusters Score: Raw -13101.617105 + Penalty 988.761271 = -12112.855835 nChanged 3 SP:Iteration 10Q (8707.446365 sec): 3 clusters Score: Raw -13106.957410 + Penalty 988.761271 = -12118.196139 nChanged 2 SP:Iteration 11Q (8707.486676 sec): 3 clusters Score: Raw -13109.505381 + Penalty 988.761271 = -12120.744111 nChanged 0 SP:Iteration 12F (8707.523345 sec): 3 clusters Score: Raw -13109.505381 + Penalty 988.761271 = -12120.744111 nChanged 0 Trying to split cluster 24 (5197 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8707.549666 sec): 2 clusters Score: Raw -449537.128374 + Penalty 812.804497 = -448724.323876 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8707.602460 sec): 3 clusters Score: Raw -446653.431256 + Penalty 1625.608995 = -445027.822261 nChanged 2254 SP:Iteration 1F (8707.647453 sec): 3 clusters Score: Raw -448096.015178 + Penalty 1625.608995 = -446470.406183 nChanged 434 SP:Iteration 2F (8707.694589 sec): 3 clusters Score: Raw -448444.911203 + Penalty 1625.608995 = -446819.302208 nChanged 382 SP:Iteration 3F (8707.757633 sec): 3 clusters Score: Raw -448756.559194 + Penalty 1625.608995 = -447130.950199 nChanged 354 SP:Iteration 4F (8707.802139 sec): 3 clusters Score: Raw -449064.391567 + Penalty 1625.608995 = -447438.782572 nChanged 300 SP:Iteration 5F (8707.851744 sec): 3 clusters Score: Raw -449259.001746 + Penalty 1625.608995 = -447633.392751 nChanged 196 SP:Iteration 6Q (8707.906263 sec): 3 clusters Score: Raw -449373.270367 + Penalty 1625.608995 = -447747.661373 nChanged 155 SP:Iteration 7Q (8707.955518 sec): 3 clusters Score: Raw -449456.165972 + Penalty 1625.608995 = -447830.556977 nChanged 115 SP:Iteration 8Q (8708.012626 sec): 3 clusters Score: Raw -449508.814918 + Penalty 1625.608995 = -447883.205923 nChanged 83 SP:Iteration 9Q (8708.054369 sec): 3 clusters Score: Raw -449551.802948 + Penalty 1625.608995 = -447926.193953 nChanged 80 SP:Iteration 10Q (8708.108123 sec): 3 clusters Score: Raw -449585.226304 + Penalty 1625.608995 = -447959.617309 nChanged 72 SP:Iteration 11Q (8708.163967 sec): 3 clusters Score: Raw -449618.878292 + Penalty 1625.608995 = -447993.269297 nChanged 67 SP:Iteration 12Q (8708.221597 sec): 3 clusters Score: Raw -449646.726494 + Penalty 1625.608995 = -448021.117499 nChanged 54 SP:Iteration 13Q (8708.273789 sec): 3 clusters Score: Raw -449665.230874 + Penalty 1625.608995 = -448039.621879 nChanged 40 SP:Iteration 14Q (8708.325975 sec): 3 clusters Score: Raw -449680.764311 + Penalty 1625.608995 = -448055.155316 nChanged 39 SP:Iteration 15Q (8708.371266 sec): 3 clusters Score: Raw -449693.485458 + Penalty 1625.608995 = -448067.876463 nChanged 36 SP:Iteration 16Q (8708.415158 sec): 3 clusters Score: Raw -449705.395495 + Penalty 1625.608995 = -448079.786500 nChanged 41 SP:Iteration 17Q (8708.475452 sec): 3 clusters Score: Raw -449724.667939 + Penalty 1625.608995 = -448099.058944 nChanged 43 SP:Iteration 18Q (8708.519446 sec): 3 clusters Score: Raw -449743.615264 + Penalty 1625.608995 = -448118.006269 nChanged 44 SP:Iteration 19Q (8708.572514 sec): 3 clusters Score: Raw -449765.454517 + Penalty 1625.608995 = -448139.845523 nChanged 42 SP:Iteration 20F (8708.618324 sec): 3 clusters Score: Raw -449781.279538 + Penalty 1625.608995 = -448155.670543 nChanged 28 SP:Iteration 21Q (8708.677923 sec): 3 clusters Score: Raw -449791.710186 + Penalty 1625.608995 = -448166.101192 nChanged 28 SP:Iteration 22Q (8708.719230 sec): 3 clusters Score: Raw -449800.624205 + Penalty 1625.608995 = -448175.015210 nChanged 21 SP:Iteration 23Q (8708.770271 sec): 3 clusters Score: Raw -449808.476361 + Penalty 1625.608995 = -448182.867366 nChanged 13 SP:Iteration 24Q (8708.821954 sec): 3 clusters Score: Raw -449812.628571 + Penalty 1625.608995 = -448187.019576 nChanged 17 SP:Iteration 25Q (8708.876125 sec): 3 clusters Score: Raw -449816.466991 + Penalty 1625.608995 = -448190.857996 nChanged 10 SP:Iteration 26Q (8708.927454 sec): 3 clusters Score: Raw -449819.023012 + Penalty 1625.608995 = -448193.414017 nChanged 13 SP:Iteration 27Q (8708.989006 sec): 3 clusters Score: Raw -449822.459821 + Penalty 1625.608995 = -448196.850826 nChanged 18 SP:Iteration 28Q (8709.033878 sec): 3 clusters Score: Raw -449827.535578 + Penalty 1625.608995 = -448201.926583 nChanged 15 SP:Iteration 29Q (8709.080636 sec): 3 clusters Score: Raw -449830.392456 + Penalty 1625.608995 = -448204.783461 nChanged 12 SP:Iteration 30Q (8709.132437 sec): 3 clusters Score: Raw -449833.668572 + Penalty 1625.608995 = -448208.059577 nChanged 11 SP:Iteration 31Q (8709.191644 sec): 3 clusters Score: Raw -449836.202421 + Penalty 1625.608995 = -448210.593427 nChanged 13 SP:Iteration 32Q (8709.246615 sec): 3 clusters Score: Raw -449838.964556 + Penalty 1625.608995 = -448213.355562 nChanged 9 SP:Iteration 33Q (8709.298225 sec): 3 clusters Score: Raw -449841.509661 + Penalty 1625.608995 = -448215.900666 nChanged 8 SP:Iteration 34Q (8709.351287 sec): 3 clusters Score: Raw -449843.793967 + Penalty 1625.608995 = -448218.184972 nChanged 7 SP:Iteration 35Q (8709.405886 sec): 3 clusters Score: Raw -449844.957084 + Penalty 1625.608995 = -448219.348089 nChanged 5 SP:Iteration 36Q (8709.447338 sec): 3 clusters Score: Raw -449846.352239 + Penalty 1625.608995 = -448220.743245 nChanged 11 SP:Iteration 37Q (8709.497666 sec): 3 clusters Score: Raw -449850.276750 + Penalty 1625.608995 = -448224.667755 nChanged 12 SP:Iteration 38Q (8709.545178 sec): 3 clusters Score: Raw -449853.216495 + Penalty 1625.608995 = -448227.607500 nChanged 8 SP:Iteration 39Q (8709.609620 sec): 3 clusters Score: Raw -449855.346496 + Penalty 1625.608995 = -448229.737502 nChanged 12 SP:Iteration 40F (8709.662094 sec): 3 clusters Score: Raw -449858.716816 + Penalty 1625.608995 = -448233.107821 nChanged 15 SP:Iteration 41Q (8709.708473 sec): 3 clusters Score: Raw -449862.778277 + Penalty 1625.608995 = -448237.169282 nChanged 12 SP:Iteration 42Q (8709.753022 sec): 3 clusters Score: Raw -449865.985630 + Penalty 1625.608995 = -448240.376635 nChanged 13 SP:Iteration 43Q (8709.804264 sec): 3 clusters Score: Raw -449870.162612 + Penalty 1625.608995 = -448244.553617 nChanged 13 SP:Iteration 44Q (8709.858698 sec): 3 clusters Score: Raw -449874.930940 + Penalty 1625.608995 = -448249.321945 nChanged 11 SP:Iteration 45Q (8709.912196 sec): 3 clusters Score: Raw -449877.772605 + Penalty 1625.608995 = -448252.163610 nChanged 7 SP:Iteration 46Q (8709.962691 sec): 3 clusters Score: Raw -449879.149497 + Penalty 1625.608995 = -448253.540503 nChanged 4 SP:Iteration 47Q (8710.012442 sec): 3 clusters Score: Raw -449879.963961 + Penalty 1625.608995 = -448254.354966 nChanged 4 SP:Iteration 48Q (8710.066366 sec): 3 clusters Score: Raw -449880.436103 + Penalty 1625.608995 = -448254.827108 nChanged 3 SP:Iteration 49Q (8710.119883 sec): 3 clusters Score: Raw -449880.710308 + Penalty 1625.608995 = -448255.101313 nChanged 0 SP:Iteration 50F (8710.150770 sec): 3 clusters Score: Raw -449880.710308 + Penalty 1625.608995 = -448255.101313 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8710.184238 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8710.248737 sec): 3 clusters Score: Raw -1311877.386560 + Penalty 1810.884973 = -1310066.501587 nChanged 6267 SP:Iteration 1F (8710.303523 sec): 3 clusters Score: Raw -1315364.848519 + Penalty 1810.884973 = -1313553.963545 nChanged 647 SP:Iteration 2Q (8710.371216 sec): 3 clusters Score: Raw -1315618.538529 + Penalty 1810.884973 = -1313807.653556 nChanged 603 SP:Iteration 3Q (8710.431929 sec): 3 clusters Score: Raw -1315869.017348 + Penalty 1810.884973 = -1314058.132374 nChanged 623 SP:Iteration 4Q (8710.495934 sec): 3 clusters Score: Raw -1316153.161683 + Penalty 1810.884973 = -1314342.276710 nChanged 621 SP:Iteration 5Q (8710.563553 sec): 3 clusters Score: Raw -1316527.184490 + Penalty 1810.884973 = -1314716.299517 nChanged 682 SP:Iteration 6Q (8710.624414 sec): 3 clusters Score: Raw -1316980.744242 + Penalty 1810.884973 = -1315169.859268 nChanged 719 SP:Iteration 7F (8710.698132 sec): 3 clusters Score: Raw -1317521.009784 + Penalty 1810.884973 = -1315710.124810 nChanged 734 SP:Iteration 8F (8710.756093 sec): 3 clusters Score: Raw -1318099.605371 + Penalty 1810.884973 = -1316288.720398 nChanged 659 SP:Iteration 9Q (8710.820330 sec): 3 clusters Score: Raw -1318587.455394 + Penalty 1810.884973 = -1316776.570420 nChanged 561 SP:Iteration 10Q (8710.885025 sec): 3 clusters Score: Raw -1318959.394561 + Penalty 1810.884973 = -1317148.509587 nChanged 448 SP:Iteration 11Q (8710.954064 sec): 3 clusters Score: Raw -1319210.538588 + Penalty 1810.884973 = -1317399.653615 nChanged 361 SP:Iteration 12Q (8711.014039 sec): 3 clusters Score: Raw -1319402.266954 + Penalty 1810.884973 = -1317591.381981 nChanged 329 SP:Iteration 13Q (8711.077152 sec): 3 clusters Score: Raw -1319570.116116 + Penalty 1810.884973 = -1317759.231143 nChanged 294 SP:Iteration 14Q (8711.142168 sec): 3 clusters Score: Raw -1319714.105213 + Penalty 1810.884973 = -1317903.220240 nChanged 283 SP:Iteration 15Q (8711.206852 sec): 3 clusters Score: Raw -1319840.921309 + Penalty 1810.884973 = -1318030.036336 nChanged 245 SP:Iteration 16Q (8711.271463 sec): 3 clusters Score: Raw -1319935.110578 + Penalty 1810.884973 = -1318124.225604 nChanged 214 SP:Iteration 17Q (8711.335689 sec): 3 clusters Score: Raw -1320013.574964 + Penalty 1810.884973 = -1318202.689991 nChanged 193 SP:Iteration 18Q (8711.399731 sec): 3 clusters Score: Raw -1320083.636198 + Penalty 1810.884973 = -1318272.751225 nChanged 161 SP:Iteration 19Q (8711.464240 sec): 3 clusters Score: Raw -1320140.244137 + Penalty 1810.884973 = -1318329.359164 nChanged 147 SP:Iteration 20F (8711.524418 sec): 3 clusters Score: Raw -1320187.169750 + Penalty 1810.884973 = -1318376.284776 nChanged 125 SP:Iteration 21Q (8711.582930 sec): 3 clusters Score: Raw -1320216.108059 + Penalty 1810.884973 = -1318405.223086 nChanged 81 SP:Iteration 22Q (8711.646114 sec): 3 clusters Score: Raw -1320233.957107 + Penalty 1810.884973 = -1318423.072133 nChanged 79 SP:Iteration 23Q (8711.710229 sec): 3 clusters Score: Raw -1320252.307905 + Penalty 1810.884973 = -1318441.422932 nChanged 76 SP:Iteration 24Q (8711.763859 sec): 3 clusters Score: Raw -1320267.286556 + Penalty 1810.884973 = -1318456.401582 nChanged 66 SP:Iteration 25Q (8711.827715 sec): 3 clusters Score: Raw -1320279.971605 + Penalty 1810.884973 = -1318469.086631 nChanged 59 SP:Iteration 26Q (8711.885706 sec): 3 clusters Score: Raw -1320290.121724 + Penalty 1810.884973 = -1318479.236751 nChanged 51 SP:Iteration 27Q (8711.950280 sec): 3 clusters Score: Raw -1320299.878504 + Penalty 1810.884973 = -1318488.993531 nChanged 55 SP:Iteration 28Q (8712.014612 sec): 3 clusters Score: Raw -1320310.236341 + Penalty 1810.884973 = -1318499.351368 nChanged 48 SP:Iteration 29Q (8712.078636 sec): 3 clusters Score: Raw -1320318.481711 + Penalty 1810.884973 = -1318507.596737 nChanged 47 SP:Iteration 30Q (8712.142990 sec): 3 clusters Score: Raw -1320327.843319 + Penalty 1810.884973 = -1318516.958345 nChanged 44 SP:Iteration 31Q (8712.204061 sec): 3 clusters Score: Raw -1320334.454831 + Penalty 1810.884973 = -1318523.569857 nChanged 36 SP:Iteration 32Q (8712.268461 sec): 3 clusters Score: Raw -1320339.559300 + Penalty 1810.884973 = -1318528.674327 nChanged 31 SP:Iteration 33Q (8712.331990 sec): 3 clusters Score: Raw -1320344.529740 + Penalty 1810.884973 = -1318533.644766 nChanged 24 SP:Iteration 34Q (8712.395765 sec): 3 clusters Score: Raw -1320347.659345 + Penalty 1810.884973 = -1318536.774371 nChanged 21 SP:Iteration 35Q (8712.459897 sec): 3 clusters Score: Raw -1320350.434876 + Penalty 1810.884973 = -1318539.549903 nChanged 24 SP:Iteration 36Q (8712.523834 sec): 3 clusters Score: Raw -1320354.352275 + Penalty 1810.884973 = -1318543.467301 nChanged 27 SP:Iteration 37Q (8712.587605 sec): 3 clusters Score: Raw -1320358.734080 + Penalty 1810.884973 = -1318547.849106 nChanged 29 SP:Iteration 38Q (8712.651141 sec): 3 clusters Score: Raw -1320363.337686 + Penalty 1810.884973 = -1318552.452713 nChanged 30 SP:Iteration 39Q (8712.715096 sec): 3 clusters Score: Raw -1320367.654884 + Penalty 1810.884973 = -1318556.769911 nChanged 24 SP:Iteration 40F (8712.781431 sec): 3 clusters Score: Raw -1320371.454542 + Penalty 1810.884973 = -1318560.569568 nChanged 24 SP:Iteration 41Q (8712.835279 sec): 3 clusters Score: Raw -1320375.291923 + Penalty 1810.884973 = -1318564.406949 nChanged 25 SP:Iteration 42Q (8712.899148 sec): 3 clusters Score: Raw -1320379.048456 + Penalty 1810.884973 = -1318568.163482 nChanged 25 SP:Iteration 43Q (8712.954165 sec): 3 clusters Score: Raw -1320382.443791 + Penalty 1810.884973 = -1318571.558818 nChanged 20 SP:Iteration 44Q (8713.018683 sec): 3 clusters Score: Raw -1320386.104022 + Penalty 1810.884973 = -1318575.219048 nChanged 26 SP:Iteration 45Q (8713.073623 sec): 3 clusters Score: Raw -1320391.016054 + Penalty 1810.884973 = -1318580.131081 nChanged 30 SP:Iteration 46Q (8713.138797 sec): 3 clusters Score: Raw -1320395.878552 + Penalty 1810.884973 = -1318584.993578 nChanged 23 SP:Iteration 47Q (8713.201144 sec): 3 clusters Score: Raw -1320399.374380 + Penalty 1810.884973 = -1318588.489407 nChanged 30 SP:Iteration 48Q (8713.256655 sec): 3 clusters Score: Raw -1320405.775143 + Penalty 1810.884973 = -1318594.890169 nChanged 39 SP:Iteration 49Q (8713.329833 sec): 3 clusters Score: Raw -1320412.916393 + Penalty 1810.884973 = -1318602.031419 nChanged 32 SP:Iteration 50Q (8713.380962 sec): 3 clusters Score: Raw -1320418.369815 + Penalty 1810.884973 = -1318607.484842 nChanged 20 SP:Iteration 51Q (8713.439024 sec): 3 clusters Score: Raw -1320421.268710 + Penalty 1810.884973 = -1318610.383736 nChanged 18 SP:Iteration 52Q (8713.505313 sec): 3 clusters Score: Raw -1320424.272051 + Penalty 1810.884973 = -1318613.387077 nChanged 21 SP:Iteration 53Q (8713.567347 sec): 3 clusters Score: Raw -1320427.249051 + Penalty 1810.884973 = -1318616.364078 nChanged 17 SP:Iteration 54Q (8713.630003 sec): 3 clusters Score: Raw -1320430.197045 + Penalty 1810.884973 = -1318619.312072 nChanged 22 SP:Iteration 55Q (8713.678628 sec): 3 clusters Score: Raw -1320434.494501 + Penalty 1810.884973 = -1318623.609528 nChanged 25 SP:Iteration 56Q (8713.749412 sec): 3 clusters Score: Raw -1320439.177861 + Penalty 1810.884973 = -1318628.292887 nChanged 25 SP:Iteration 57Q (8713.813224 sec): 3 clusters Score: Raw -1320443.468221 + Penalty 1810.884973 = -1318632.583248 nChanged 26 SP:Iteration 58Q (8713.876537 sec): 3 clusters Score: Raw -1320447.838500 + Penalty 1810.884973 = -1318636.953526 nChanged 28 SP:Iteration 59Q (8713.939698 sec): 3 clusters Score: Raw -1320453.024072 + Penalty 1810.884973 = -1318642.139098 nChanged 22 SP:Iteration 60F (8714.006724 sec): 3 clusters Score: Raw -1320456.687293 + Penalty 1810.884973 = -1318645.802319 nChanged 15 SP:Iteration 61Q (8714.062672 sec): 3 clusters Score: Raw -1320458.583694 + Penalty 1810.884973 = -1318647.698721 nChanged 14 SP:Iteration 62Q (8714.136898 sec): 3 clusters Score: Raw -1320460.963580 + Penalty 1810.884973 = -1318650.078607 nChanged 17 SP:Iteration 63Q (8714.201395 sec): 3 clusters Score: Raw -1320463.456684 + Penalty 1810.884973 = -1318652.571711 nChanged 12 SP:Iteration 64Q (8714.256019 sec): 3 clusters Score: Raw -1320465.123550 + Penalty 1810.884973 = -1318654.238576 nChanged 10 SP:Iteration 65Q (8714.320403 sec): 3 clusters Score: Raw -1320467.233723 + Penalty 1810.884973 = -1318656.348749 nChanged 8 SP:Iteration 66Q (8714.380586 sec): 3 clusters Score: Raw -1320468.595002 + Penalty 1810.884973 = -1318657.710029 nChanged 7 SP:Iteration 67Q (8714.433898 sec): 3 clusters Score: Raw -1320469.594596 + Penalty 1810.884973 = -1318658.709622 nChanged 4 SP:Iteration 68Q (8714.497243 sec): 3 clusters Score: Raw -1320470.276392 + Penalty 1810.884973 = -1318659.391419 nChanged 6 SP:Iteration 69Q (8714.561936 sec): 3 clusters Score: Raw -1320470.908491 + Penalty 1810.884973 = -1318660.023518 nChanged 3 SP:Iteration 70Q (8714.627161 sec): 3 clusters Score: Raw -1320471.309247 + Penalty 1810.884973 = -1318660.424273 nChanged 4 SP:Iteration 71Q (8714.690678 sec): 3 clusters Score: Raw -1320471.680850 + Penalty 1810.884973 = -1318660.795876 nChanged 1 SP:Iteration 72Q (8714.751111 sec): 3 clusters Score: Raw -1320471.729929 + Penalty 1810.884973 = -1318660.844955 nChanged 0 SP:Iteration 73F (8714.813425 sec): 3 clusters Score: Raw -1320471.729929 + Penalty 1810.884973 = -1318660.844955 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8714.843104 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8714.882857 sec): 3 clusters Score: Raw -299904.576149 + Penalty 1540.981175 = -298363.594974 nChanged 1430 SP:Iteration 1F (8714.934157 sec): 3 clusters Score: Raw -300763.682754 + Penalty 1540.981175 = -299222.701579 nChanged 266 SP:Iteration 2F (8714.993442 sec): 3 clusters Score: Raw -300929.714976 + Penalty 1540.981175 = -299388.733800 nChanged 212 SP:Iteration 3F (8715.044728 sec): 3 clusters Score: Raw -301067.369560 + Penalty 1540.981175 = -299526.388385 nChanged 177 SP:Iteration 4F (8715.091593 sec): 3 clusters Score: Raw -301195.053155 + Penalty 1540.981175 = -299654.071980 nChanged 166 SP:Iteration 5Q (8715.141103 sec): 3 clusters Score: Raw -301315.687034 + Penalty 1540.981175 = -299774.705859 nChanged 157 SP:Iteration 6Q (8715.192201 sec): 3 clusters Score: Raw -301432.141104 + Penalty 1540.981175 = -299891.159929 nChanged 160 SP:Iteration 7Q (8715.236063 sec): 3 clusters Score: Raw -301547.741055 + Penalty 1540.981175 = -300006.759879 nChanged 125 SP:Iteration 8Q (8715.278922 sec): 3 clusters Score: Raw -301633.594745 + Penalty 1540.981175 = -300092.613570 nChanged 77 SP:Iteration 9Q (8715.337166 sec): 3 clusters Score: Raw -301689.318796 + Penalty 1540.981175 = -300148.337621 nChanged 70 SP:Iteration 10Q (8715.382841 sec): 3 clusters Score: Raw -301735.063892 + Penalty 1540.981175 = -300194.082717 nChanged 55 SP:Iteration 11Q (8715.432293 sec): 3 clusters Score: Raw -301767.864233 + Penalty 1540.981175 = -300226.883058 nChanged 49 SP:Iteration 12Q (8715.479826 sec): 3 clusters Score: Raw -301799.591344 + Penalty 1540.981175 = -300258.610168 nChanged 40 SP:Iteration 13Q (8715.527284 sec): 3 clusters Score: Raw -301823.042352 + Penalty 1540.981175 = -300282.061177 nChanged 32 SP:Iteration 14Q (8715.567180 sec): 3 clusters Score: Raw -301840.557813 + Penalty 1540.981175 = -300299.576637 nChanged 25 SP:Iteration 15Q (8715.615910 sec): 3 clusters Score: Raw -301861.571678 + Penalty 1540.981175 = -300320.590503 nChanged 20 SP:Iteration 16Q (8715.665855 sec): 3 clusters Score: Raw -301870.840208 + Penalty 1540.981175 = -300329.859033 nChanged 12 SP:Iteration 17Q (8715.728064 sec): 3 clusters Score: Raw -301878.756829 + Penalty 1540.981175 = -300337.775654 nChanged 12 SP:Iteration 18Q (8715.767155 sec): 3 clusters Score: Raw -301885.989985 + Penalty 1540.981175 = -300345.008810 nChanged 15 SP:Iteration 19Q (8715.827807 sec): 3 clusters Score: Raw -301895.619943 + Penalty 1540.981175 = -300354.638768 nChanged 19 SP:Iteration 20F (8715.865595 sec): 3 clusters Score: Raw -301906.928985 + Penalty 1540.981175 = -300365.947810 nChanged 10 SP:Iteration 21Q (8715.914025 sec): 3 clusters Score: Raw -301913.466359 + Penalty 1540.981175 = -300372.485184 nChanged 8 SP:Iteration 22Q (8715.965622 sec): 3 clusters Score: Raw -301919.103692 + Penalty 1540.981175 = -300378.122517 nChanged 8 SP:Iteration 23Q (8716.020965 sec): 3 clusters Score: Raw -301927.830372 + Penalty 1540.981175 = -300386.849197 nChanged 13 SP:Iteration 24Q (8716.076206 sec): 3 clusters Score: Raw -301937.176644 + Penalty 1540.981175 = -300396.195469 nChanged 13 SP:Iteration 25Q (8716.128045 sec): 3 clusters Score: Raw -301948.449831 + Penalty 1540.981175 = -300407.468655 nChanged 11 SP:Iteration 26Q (8716.178065 sec): 3 clusters Score: Raw -301954.603089 + Penalty 1540.981175 = -300413.621914 nChanged 10 SP:Iteration 27Q (8716.219480 sec): 3 clusters Score: Raw -301958.608695 + Penalty 1540.981175 = -300417.627520 nChanged 7 SP:Iteration 28Q (8716.280967 sec): 3 clusters Score: Raw -301962.583538 + Penalty 1540.981175 = -300421.602363 nChanged 8 SP:Iteration 29Q (8716.331109 sec): 3 clusters Score: Raw -301966.504954 + Penalty 1540.981175 = -300425.523779 nChanged 3 SP:Iteration 30Q (8716.373378 sec): 3 clusters Score: Raw -301967.537947 + Penalty 1540.981175 = -300426.556772 nChanged 3 SP:Iteration 31Q (8716.434824 sec): 3 clusters Score: Raw -301968.281295 + Penalty 1540.981175 = -300427.300120 nChanged 1 SP:Iteration 32Q (8716.482363 sec): 3 clusters Score: Raw -301968.583797 + Penalty 1540.981175 = -300427.602622 nChanged 3 SP:Iteration 33Q (8716.528389 sec): 3 clusters Score: Raw -301970.379754 + Penalty 1540.981175 = -300429.398579 nChanged 2 SP:Iteration 34Q (8716.567735 sec): 3 clusters Score: Raw -301971.246105 + Penalty 1540.981175 = -300430.264929 nChanged 3 SP:Iteration 35Q (8716.626794 sec): 3 clusters Score: Raw -301972.324677 + Penalty 1540.981175 = -300431.343502 nChanged 3 SP:Iteration 36Q (8716.670364 sec): 3 clusters Score: Raw -301973.697989 + Penalty 1540.981175 = -300432.716814 nChanged 4 SP:Iteration 37Q (8716.714586 sec): 3 clusters Score: Raw -301975.551680 + Penalty 1540.981175 = -300434.570504 nChanged 4 SP:Iteration 38Q (8716.773728 sec): 3 clusters Score: Raw -301977.741458 + Penalty 1540.981175 = -300436.760283 nChanged 2 SP:Iteration 39Q (8716.813844 sec): 3 clusters Score: Raw -301978.087541 + Penalty 1540.981175 = -300437.106366 nChanged 1 SP:Iteration 40F (8716.863734 sec): 3 clusters Score: Raw -301979.101424 + Penalty 1540.981175 = -300438.120248 nChanged 1 SP:Iteration 41Q (8716.919760 sec): 3 clusters Score: Raw -301979.462393 + Penalty 1540.981175 = -300438.481218 nChanged 1 SP:Iteration 42Q (8716.958438 sec): 3 clusters Score: Raw -301979.636709 + Penalty 1540.981175 = -300438.655534 nChanged 0 SP:Iteration 43F (8717.008931 sec): 3 clusters Score: Raw -301979.636709 + Penalty 1540.981175 = -300438.655534 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8717.031717 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8717.082267 sec): 3 clusters Score: Raw -402229.289865 + Penalty 1592.068802 = -400637.221063 nChanged 1849 SP:Iteration 1F (8717.132569 sec): 3 clusters Score: Raw -403231.362962 + Penalty 1592.068802 = -401639.294160 nChanged 269 SP:Iteration 2F (8717.183660 sec): 3 clusters Score: Raw -403371.320597 + Penalty 1592.068802 = -401779.251795 nChanged 247 SP:Iteration 3F (8717.231362 sec): 3 clusters Score: Raw -403494.086106 + Penalty 1592.068802 = -401902.017304 nChanged 213 SP:Iteration 4Q (8717.279709 sec): 3 clusters Score: Raw -403598.391102 + Penalty 1592.068802 = -402006.322300 nChanged 194 SP:Iteration 5Q (8717.336579 sec): 3 clusters Score: Raw -403705.202018 + Penalty 1592.068802 = -402113.133216 nChanged 182 SP:Iteration 6Q (8717.378710 sec): 3 clusters Score: Raw -403805.258555 + Penalty 1592.068802 = -402213.189753 nChanged 166 SP:Iteration 7Q (8717.434999 sec): 3 clusters Score: Raw -403893.543295 + Penalty 1592.068802 = -402301.474493 nChanged 168 SP:Iteration 8Q (8717.478509 sec): 3 clusters Score: Raw -403979.638442 + Penalty 1592.068802 = -402387.569640 nChanged 147 SP:Iteration 9Q (8717.531045 sec): 3 clusters Score: Raw -404061.732334 + Penalty 1592.068802 = -402469.663532 nChanged 147 SP:Iteration 10Q (8717.580933 sec): 3 clusters Score: Raw -404141.495017 + Penalty 1592.068802 = -402549.426215 nChanged 132 SP:Iteration 11Q (8717.630592 sec): 3 clusters Score: Raw -404201.761817 + Penalty 1592.068802 = -402609.693015 nChanged 93 SP:Iteration 12Q (8717.676747 sec): 3 clusters Score: Raw -404241.426457 + Penalty 1592.068802 = -402649.357655 nChanged 82 SP:Iteration 13Q (8717.724750 sec): 3 clusters Score: Raw -404273.223517 + Penalty 1592.068802 = -402681.154715 nChanged 66 SP:Iteration 14Q (8717.766895 sec): 3 clusters Score: Raw -404297.781742 + Penalty 1592.068802 = -402705.712940 nChanged 44 SP:Iteration 15Q (8717.821008 sec): 3 clusters Score: Raw -404312.017073 + Penalty 1592.068802 = -402719.948271 nChanged 43 SP:Iteration 16Q (8717.861044 sec): 3 clusters Score: Raw -404321.312718 + Penalty 1592.068802 = -402729.243916 nChanged 27 SP:Iteration 17Q (8717.906316 sec): 3 clusters Score: Raw -404326.784236 + Penalty 1592.068802 = -402734.715434 nChanged 27 SP:Iteration 18Q (8717.952255 sec): 3 clusters Score: Raw -404332.063611 + Penalty 1592.068802 = -402739.994809 nChanged 22 SP:Iteration 19Q (8717.983560 sec): 3 clusters Score: Raw -404336.364241 + Penalty 1592.068802 = -402744.295439 nChanged 12 SP:Iteration 20F (8718.038992 sec): 3 clusters Score: Raw -404337.960906 + Penalty 1592.068802 = -402745.892104 nChanged 6 SP:Iteration 21Q (8718.087178 sec): 3 clusters Score: Raw -404339.114219 + Penalty 1592.068802 = -402747.045417 nChanged 8 SP:Iteration 22Q (8718.137742 sec): 3 clusters Score: Raw -404340.112293 + Penalty 1592.068802 = -402748.043491 nChanged 8 SP:Iteration 23Q (8718.172768 sec): 3 clusters Score: Raw -404341.053263 + Penalty 1592.068802 = -402748.984461 nChanged 8 SP:Iteration 24Q (8718.217817 sec): 3 clusters Score: Raw -404343.424538 + Penalty 1592.068802 = -402751.355736 nChanged 11 SP:Iteration 25Q (8718.273043 sec): 3 clusters Score: Raw -404345.233771 + Penalty 1592.068802 = -402753.164969 nChanged 14 SP:Iteration 26Q (8718.314497 sec): 3 clusters Score: Raw -404347.599039 + Penalty 1592.068802 = -402755.530237 nChanged 14 SP:Iteration 27Q (8718.367048 sec): 3 clusters Score: Raw -404350.652483 + Penalty 1592.068802 = -402758.583681 nChanged 16 SP:Iteration 28Q (8718.411830 sec): 3 clusters Score: Raw -404354.196612 + Penalty 1592.068802 = -402762.127810 nChanged 20 SP:Iteration 29Q (8718.464787 sec): 3 clusters Score: Raw -404358.407360 + Penalty 1592.068802 = -402766.338558 nChanged 11 SP:Iteration 30Q (8718.517185 sec): 3 clusters Score: Raw -404360.064118 + Penalty 1592.068802 = -402767.995316 nChanged 11 SP:Iteration 31Q (8718.568131 sec): 3 clusters Score: Raw -404361.593620 + Penalty 1592.068802 = -402769.524818 nChanged 7 SP:Iteration 32Q (8718.619282 sec): 3 clusters Score: Raw -404362.443822 + Penalty 1592.068802 = -402770.375020 nChanged 4 SP:Iteration 33Q (8718.671831 sec): 3 clusters Score: Raw -404363.012485 + Penalty 1592.068802 = -402770.943683 nChanged 6 SP:Iteration 34Q (8718.724345 sec): 3 clusters Score: Raw -404363.927900 + Penalty 1592.068802 = -402771.859098 nChanged 7 SP:Iteration 35Q (8718.777173 sec): 3 clusters Score: Raw -404365.447285 + Penalty 1592.068802 = -402773.378483 nChanged 11 SP:Iteration 36Q (8718.825167 sec): 3 clusters Score: Raw -404368.502607 + Penalty 1592.068802 = -402776.433805 nChanged 14 SP:Iteration 37Q (8718.877861 sec): 3 clusters Score: Raw -404371.141268 + Penalty 1592.068802 = -402779.072466 nChanged 16 SP:Iteration 38Q (8718.930708 sec): 3 clusters Score: Raw -404374.884624 + Penalty 1592.068802 = -402782.815822 nChanged 17 SP:Iteration 39Q (8718.984913 sec): 3 clusters Score: Raw -404378.297820 + Penalty 1592.068802 = -402786.229018 nChanged 21 SP:Iteration 40F (8719.038320 sec): 3 clusters Score: Raw -404382.154520 + Penalty 1592.068802 = -402790.085718 nChanged 17 SP:Iteration 41Q (8719.091955 sec): 3 clusters Score: Raw -404386.975723 + Penalty 1592.068802 = -402794.906922 nChanged 16 SP:Iteration 42Q (8719.145008 sec): 3 clusters Score: Raw -404390.196022 + Penalty 1592.068802 = -402798.127220 nChanged 13 SP:Iteration 43Q (8719.196979 sec): 3 clusters Score: Raw -404393.035267 + Penalty 1592.068802 = -402800.966465 nChanged 12 SP:Iteration 44Q (8719.249516 sec): 3 clusters Score: Raw -404395.397748 + Penalty 1592.068802 = -402803.328946 nChanged 11 SP:Iteration 45Q (8719.303760 sec): 3 clusters Score: Raw -404397.605009 + Penalty 1592.068802 = -402805.536207 nChanged 14 SP:Iteration 46Q (8719.346976 sec): 3 clusters Score: Raw -404399.663373 + Penalty 1592.068802 = -402807.594571 nChanged 8 SP:Iteration 47Q (8719.401054 sec): 3 clusters Score: Raw -404400.634778 + Penalty 1592.068802 = -402808.565976 nChanged 5 SP:Iteration 48Q (8719.455244 sec): 3 clusters Score: Raw -404401.297198 + Penalty 1592.068802 = -402809.228396 nChanged 2 SP:Iteration 49Q (8719.498630 sec): 3 clusters Score: Raw -404401.612747 + Penalty 1592.068802 = -402809.543945 nChanged 4 SP:Iteration 50Q (8719.549446 sec): 3 clusters Score: Raw -404402.092957 + Penalty 1592.068802 = -402810.024155 nChanged 4 SP:Iteration 51Q (8719.602260 sec): 3 clusters Score: Raw -404402.465031 + Penalty 1592.068802 = -402810.396229 nChanged 2 SP:Iteration 52Q (8719.654476 sec): 3 clusters Score: Raw -404402.764516 + Penalty 1592.068802 = -402810.695714 nChanged 5 SP:Iteration 53Q (8719.706763 sec): 3 clusters Score: Raw -404403.311669 + Penalty 1592.068802 = -402811.242867 nChanged 3 SP:Iteration 54Q (8719.755995 sec): 3 clusters Score: Raw -404403.600788 + Penalty 1592.068802 = -402811.531986 nChanged 4 SP:Iteration 55Q (8719.808354 sec): 3 clusters Score: Raw -404404.227510 + Penalty 1592.068802 = -402812.158708 nChanged 6 SP:Iteration 56Q (8719.860453 sec): 3 clusters Score: Raw -404405.393296 + Penalty 1592.068802 = -402813.324494 nChanged 9 SP:Iteration 57Q (8719.918442 sec): 3 clusters Score: Raw -404406.924507 + Penalty 1592.068802 = -402814.855705 nChanged 8 SP:Iteration 58Q (8719.955343 sec): 3 clusters Score: Raw -404407.636417 + Penalty 1592.068802 = -402815.567615 nChanged 4 SP:Iteration 59Q (8720.007303 sec): 3 clusters Score: Raw -404408.297607 + Penalty 1592.068802 = -402816.228805 nChanged 4 SP:Iteration 60F (8720.059898 sec): 3 clusters Score: Raw -404409.565427 + Penalty 1592.068802 = -402817.496625 nChanged 3 SP:Iteration 61Q (8720.104513 sec): 3 clusters Score: Raw -404410.082761 + Penalty 1592.068802 = -402818.013959 nChanged 6 SP:Iteration 62Q (8720.156666 sec): 3 clusters Score: Raw -404410.684525 + Penalty 1592.068802 = -402818.615723 nChanged 1 SP:Iteration 63Q (8720.209000 sec): 3 clusters Score: Raw -404410.804299 + Penalty 1592.068802 = -402818.735497 nChanged 1 SP:Iteration 64Q (8720.260074 sec): 3 clusters Score: Raw -404411.103086 + Penalty 1592.068802 = -402819.034284 nChanged 2 SP:Iteration 65Q (8720.312234 sec): 3 clusters Score: Raw -404411.334864 + Penalty 1592.068802 = -402819.266062 nChanged 0 SP:Iteration 66F (8720.356055 sec): 3 clusters Score: Raw -404411.334864 + Penalty 1592.068802 = -402819.266062 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8720.381202 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8720.443312 sec): 3 clusters Score: Raw -72086.618508 + Penalty 1277.299661 = -70809.318847 nChanged 276 SP:Iteration 1F (8720.481037 sec): 3 clusters Score: Raw -72318.395652 + Penalty 1277.299661 = -71041.095991 nChanged 75 SP:Iteration 2F (8720.541186 sec): 3 clusters Score: Raw -72387.846796 + Penalty 1277.299661 = -71110.547135 nChanged 45 SP:Iteration 3F (8720.579055 sec): 3 clusters Score: Raw -72444.625069 + Penalty 1277.299661 = -71167.325408 nChanged 30 SP:Iteration 4Q (8720.628813 sec): 3 clusters Score: Raw -72465.582362 + Penalty 1277.299661 = -71188.282701 nChanged 18 SP:Iteration 5Q (8720.668322 sec): 3 clusters Score: Raw -72474.854135 + Penalty 1277.299661 = -71197.554474 nChanged 16 SP:Iteration 6Q (8720.718237 sec): 3 clusters Score: Raw -72486.390174 + Penalty 1277.299661 = -71209.090513 nChanged 12 SP:Iteration 7Q (8720.760772 sec): 3 clusters Score: Raw -72499.673190 + Penalty 1277.299661 = -71222.373529 nChanged 15 SP:Iteration 8Q (8720.810165 sec): 3 clusters Score: Raw -72517.048030 + Penalty 1277.299661 = -71239.748369 nChanged 12 SP:Iteration 9Q (8720.847591 sec): 3 clusters Score: Raw -72528.970143 + Penalty 1277.299661 = -71251.670482 nChanged 8 SP:Iteration 10Q (8720.903492 sec): 3 clusters Score: Raw -72536.140457 + Penalty 1277.299661 = -71258.840796 nChanged 4 SP:Iteration 11Q (8720.955490 sec): 3 clusters Score: Raw -72539.803292 + Penalty 1277.299661 = -71262.503631 nChanged 2 SP:Iteration 12Q (8720.993314 sec): 3 clusters Score: Raw -72541.212872 + Penalty 1277.299661 = -71263.913211 nChanged 3 SP:Iteration 13Q (8721.042596 sec): 3 clusters Score: Raw -72543.233395 + Penalty 1277.299661 = -71265.933734 nChanged 2 SP:Iteration 14Q (8721.081806 sec): 3 clusters Score: Raw -72544.399986 + Penalty 1277.299661 = -71267.100325 nChanged 2 SP:Iteration 15Q (8721.121843 sec): 3 clusters Score: Raw -72545.925642 + Penalty 1277.299661 = -71268.625981 nChanged 2 SP:Iteration 16Q (8721.171209 sec): 3 clusters Score: Raw -72550.057975 + Penalty 1277.299661 = -71272.758314 nChanged 5 SP:Iteration 17Q (8721.220579 sec): 3 clusters Score: Raw -72554.735589 + Penalty 1277.299661 = -71277.435928 nChanged 5 SP:Iteration 18Q (8721.270025 sec): 3 clusters Score: Raw -72557.822265 + Penalty 1277.299661 = -71280.522604 nChanged 2 SP:Iteration 19Q (8721.319836 sec): 3 clusters Score: Raw -72560.105497 + Penalty 1277.299661 = -71282.805836 nChanged 2 SP:Iteration 20F (8721.369699 sec): 3 clusters Score: Raw -72561.856825 + Penalty 1277.299661 = -71284.557164 nChanged 1 SP:Iteration 21Q (8721.412702 sec): 3 clusters Score: Raw -72562.544322 + Penalty 1277.299661 = -71285.244661 nChanged 0 SP:Iteration 22F (8721.462496 sec): 3 clusters Score: Raw -72562.544322 + Penalty 1277.299661 = -71285.244661 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8721.519002 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8721.574933 sec): 3 clusters Score: Raw -1882423.211002 + Penalty 1878.385535 = -1880544.825466 nChanged 9019 SP:Iteration 1F (8721.642996 sec): 3 clusters Score: Raw -1887604.594089 + Penalty 1878.385535 = -1885726.208554 nChanged 1061 SP:Iteration 2F (8721.701175 sec): 3 clusters Score: Raw -1888019.473513 + Penalty 1878.385535 = -1886141.087978 nChanged 974 SP:Iteration 3Q (8721.775392 sec): 3 clusters Score: Raw -1888464.863723 + Penalty 1878.385535 = -1886586.478187 nChanged 1003 SP:Iteration 4F (8721.848230 sec): 3 clusters Score: Raw -1888994.740636 + Penalty 1878.385535 = -1887116.355101 nChanged 1125 SP:Iteration 5F (8721.918814 sec): 3 clusters Score: Raw -1889688.124053 + Penalty 1878.385535 = -1887809.738518 nChanged 1201 SP:Iteration 6F (8721.962402 sec): 3 clusters Score: Raw -1890646.187667 + Penalty 1878.385535 = -1888767.802132 nChanged 1287 SP:Iteration 7F (8722.036812 sec): 3 clusters Score: Raw -1891746.027110 + Penalty 1878.385535 = -1889867.641575 nChanged 1150 SP:Iteration 8F (8722.107137 sec): 3 clusters Score: Raw -1892552.334789 + Penalty 1878.385535 = -1890673.949254 nChanged 888 SP:Iteration 9Q (8722.180486 sec): 3 clusters Score: Raw -1892982.608819 + Penalty 1878.385535 = -1891104.223284 nChanged 593 SP:Iteration 10Q (8722.257028 sec): 3 clusters Score: Raw -1893196.732190 + Penalty 1878.385535 = -1891318.346655 nChanged 415 SP:Iteration 11Q (8722.315856 sec): 3 clusters Score: Raw -1893323.144442 + Penalty 1878.385535 = -1891444.758906 nChanged 297 SP:Iteration 12Q (8722.398733 sec): 3 clusters Score: Raw -1893401.373201 + Penalty 1878.385535 = -1891522.987665 nChanged 258 SP:Iteration 13Q (8722.457398 sec): 3 clusters Score: Raw -1893464.466279 + Penalty 1878.385535 = -1891586.080744 nChanged 229 SP:Iteration 14Q (8722.532602 sec): 3 clusters Score: Raw -1893516.419233 + Penalty 1878.385535 = -1891638.033698 nChanged 203 SP:Iteration 15Q (8722.601822 sec): 3 clusters Score: Raw -1893557.086600 + Penalty 1878.385535 = -1891678.701065 nChanged 179 SP:Iteration 16Q (8722.666525 sec): 3 clusters Score: Raw -1893586.810618 + Penalty 1878.385535 = -1891708.425082 nChanged 140 SP:Iteration 17Q (8722.748934 sec): 3 clusters Score: Raw -1893607.174357 + Penalty 1878.385535 = -1891728.788822 nChanged 125 SP:Iteration 18Q (8722.814756 sec): 3 clusters Score: Raw -1893623.956076 + Penalty 1878.385535 = -1891745.570541 nChanged 98 SP:Iteration 19Q (8722.889456 sec): 3 clusters Score: Raw -1893633.229057 + Penalty 1878.385535 = -1891754.843521 nChanged 73 SP:Iteration 20F (8722.954129 sec): 3 clusters Score: Raw -1893639.664276 + Penalty 1878.385535 = -1891761.278740 nChanged 61 SP:Iteration 21Q (8723.013884 sec): 3 clusters Score: Raw -1893644.298830 + Penalty 1878.385535 = -1891765.913295 nChanged 45 SP:Iteration 22Q (8723.050726 sec): 3 clusters Score: Raw -1893647.545475 + Penalty 1878.385535 = -1891769.159939 nChanged 46 SP:Iteration 23Q (8723.087502 sec): 3 clusters Score: Raw -1893650.352776 + Penalty 1878.385535 = -1891771.967241 nChanged 43 SP:Iteration 24Q (8723.124162 sec): 3 clusters Score: Raw -1893653.117079 + Penalty 1878.385535 = -1891774.731544 nChanged 37 SP:Iteration 25Q (8723.160577 sec): 3 clusters Score: Raw -1893655.754484 + Penalty 1878.385535 = -1891777.368949 nChanged 38 SP:Iteration 26Q (8723.197065 sec): 3 clusters Score: Raw -1893657.995802 + Penalty 1878.385535 = -1891779.610267 nChanged 23 SP:Iteration 27Q (8723.274192 sec): 3 clusters Score: Raw -1893659.186088 + Penalty 1878.385535 = -1891780.800552 nChanged 22 SP:Iteration 28Q (8723.347297 sec): 3 clusters Score: Raw -1893660.208999 + Penalty 1878.385535 = -1891781.823464 nChanged 22 SP:Iteration 29Q (8723.421750 sec): 3 clusters Score: Raw -1893661.133261 + Penalty 1878.385535 = -1891782.747725 nChanged 19 SP:Iteration 30Q (8723.502302 sec): 3 clusters Score: Raw -1893662.258855 + Penalty 1878.385535 = -1891783.873320 nChanged 20 SP:Iteration 31Q (8723.569109 sec): 3 clusters Score: Raw -1893663.400452 + Penalty 1878.385535 = -1891785.014917 nChanged 20 SP:Iteration 32Q (8723.633127 sec): 3 clusters Score: Raw -1893664.141976 + Penalty 1878.385535 = -1891785.756440 nChanged 18 SP:Iteration 33Q (8723.693766 sec): 3 clusters Score: Raw -1893664.958351 + Penalty 1878.385535 = -1891786.572816 nChanged 18 SP:Iteration 34Q (8723.763413 sec): 3 clusters Score: Raw -1893665.890939 + Penalty 1878.385535 = -1891787.505403 nChanged 19 SP:Iteration 35Q (8723.837582 sec): 3 clusters Score: Raw -1893666.981160 + Penalty 1878.385535 = -1891788.595625 nChanged 25 SP:Iteration 36Q (8723.908327 sec): 3 clusters Score: Raw -1893668.281297 + Penalty 1878.385535 = -1891789.895762 nChanged 17 SP:Iteration 37Q (8723.981492 sec): 3 clusters Score: Raw -1893668.957765 + Penalty 1878.385535 = -1891790.572230 nChanged 11 SP:Iteration 38Q (8724.052709 sec): 3 clusters Score: Raw -1893669.377491 + Penalty 1878.385535 = -1891790.991955 nChanged 12 SP:Iteration 39Q (8724.113567 sec): 3 clusters Score: Raw -1893669.766289 + Penalty 1878.385535 = -1891791.380753 nChanged 9 SP:Iteration 40F (8724.189250 sec): 3 clusters Score: Raw -1893670.123980 + Penalty 1878.385535 = -1891791.738445 nChanged 8 SP:Iteration 41Q (8724.264459 sec): 3 clusters Score: Raw -1893670.391828 + Penalty 1878.385535 = -1891792.006293 nChanged 7 SP:Iteration 42Q (8724.302963 sec): 3 clusters Score: Raw -1893670.778224 + Penalty 1878.385535 = -1891792.392689 nChanged 10 SP:Iteration 43Q (8724.339594 sec): 3 clusters Score: Raw -1893671.304561 + Penalty 1878.385535 = -1891792.919025 nChanged 9 SP:Iteration 44Q (8724.376136 sec): 3 clusters Score: Raw -1893671.565355 + Penalty 1878.385535 = -1891793.179820 nChanged 6 SP:Iteration 45Q (8724.426090 sec): 3 clusters Score: Raw -1893671.730822 + Penalty 1878.385535 = -1891793.345287 nChanged 4 SP:Iteration 46Q (8724.461765 sec): 3 clusters Score: Raw -1893671.791653 + Penalty 1878.385535 = -1891793.406118 nChanged 0 SP:Iteration 47F (8724.499556 sec): 3 clusters Score: Raw -1893671.791653 + Penalty 1878.385535 = -1891793.406118 nChanged 0 Trying to split cluster 30 (12358 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8724.524569 sec): 2 clusters Score: Raw -1166698.366760 + Penalty 895.095596 = -1165803.271164 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8724.564575 sec): 3 clusters Score: Raw -1159138.001622 + Penalty 1790.191192 = -1157347.810430 nChanged 5603 SP:Iteration 1F (8724.582144 sec): 3 clusters Score: Raw -1162354.180850 + Penalty 1790.191192 = -1160563.989658 nChanged 689 SP:Iteration 2F (8724.609963 sec): 3 clusters Score: Raw -1162606.629654 + Penalty 1790.191192 = -1160816.438462 nChanged 612 SP:Iteration 3Q (8724.684878 sec): 3 clusters Score: Raw -1162865.971821 + Penalty 1790.191192 = -1161075.780629 nChanged 602 SP:Iteration 4Q (8724.741093 sec): 3 clusters Score: Raw -1163138.490234 + Penalty 1790.191192 = -1161348.299042 nChanged 564 SP:Iteration 5Q (8724.806612 sec): 3 clusters Score: Raw -1163454.428956 + Penalty 1790.191192 = -1161664.237764 nChanged 598 SP:Iteration 6Q (8724.872957 sec): 3 clusters Score: Raw -1163860.563408 + Penalty 1790.191192 = -1162070.372216 nChanged 675 SP:Iteration 7F (8724.899472 sec): 3 clusters Score: Raw -1164305.130864 + Penalty 1790.191192 = -1162514.939672 nChanged 614 SP:Iteration 8Q (8724.938421 sec): 3 clusters Score: Raw -1164684.397585 + Penalty 1790.191192 = -1162894.206393 nChanged 502 SP:Iteration 9Q (8724.955941 sec): 3 clusters Score: Raw -1164911.629823 + Penalty 1790.191192 = -1163121.438631 nChanged 353 SP:Iteration 10Q (8724.983718 sec): 3 clusters Score: Raw -1165036.625715 + Penalty 1790.191192 = -1163246.434523 nChanged 273 SP:Iteration 11Q (8725.011780 sec): 3 clusters Score: Raw -1165125.466460 + Penalty 1790.191192 = -1163335.275268 nChanged 203 SP:Iteration 12Q (8725.064688 sec): 3 clusters Score: Raw -1165183.540009 + Penalty 1790.191192 = -1163393.348817 nChanged 178 SP:Iteration 13Q (8725.092109 sec): 3 clusters Score: Raw -1165234.734764 + Penalty 1790.191192 = -1163444.543572 nChanged 165 SP:Iteration 14Q (8725.131093 sec): 3 clusters Score: Raw -1165278.248699 + Penalty 1790.191192 = -1163488.057507 nChanged 142 SP:Iteration 15Q (8725.158952 sec): 3 clusters Score: Raw -1165315.369612 + Penalty 1790.191192 = -1163525.178420 nChanged 152 SP:Iteration 16Q (8725.186590 sec): 3 clusters Score: Raw -1165352.449821 + Penalty 1790.191192 = -1163562.258629 nChanged 141 SP:Iteration 17Q (8725.214003 sec): 3 clusters Score: Raw -1165381.256899 + Penalty 1790.191192 = -1163591.065707 nChanged 115 SP:Iteration 18Q (8725.241659 sec): 3 clusters Score: Raw -1165402.117809 + Penalty 1790.191192 = -1163611.926617 nChanged 118 SP:Iteration 19Q (8725.269145 sec): 3 clusters Score: Raw -1165427.630295 + Penalty 1790.191192 = -1163637.439103 nChanged 111 SP:Iteration 20F (8725.297368 sec): 3 clusters Score: Raw -1165447.831465 + Penalty 1790.191192 = -1163657.640273 nChanged 91 SP:Iteration 21Q (8725.324971 sec): 3 clusters Score: Raw -1165465.144755 + Penalty 1790.191192 = -1163674.953563 nChanged 92 SP:Iteration 22Q (8725.352611 sec): 3 clusters Score: Raw -1165483.983434 + Penalty 1790.191192 = -1163693.792242 nChanged 97 SP:Iteration 23Q (8725.380390 sec): 3 clusters Score: Raw -1165500.308939 + Penalty 1790.191192 = -1163710.117747 nChanged 86 SP:Iteration 24Q (8725.408045 sec): 3 clusters Score: Raw -1165515.054587 + Penalty 1790.191192 = -1163724.863394 nChanged 82 SP:Iteration 25Q (8725.435966 sec): 3 clusters Score: Raw -1165529.025764 + Penalty 1790.191192 = -1163738.834572 nChanged 92 SP:Iteration 26Q (8725.463349 sec): 3 clusters Score: Raw -1165548.313755 + Penalty 1790.191192 = -1163758.122563 nChanged 104 SP:Iteration 27Q (8725.529205 sec): 3 clusters Score: Raw -1165572.689866 + Penalty 1790.191192 = -1163782.498674 nChanged 117 SP:Iteration 28Q (8725.601285 sec): 3 clusters Score: Raw -1165604.900863 + Penalty 1790.191192 = -1163814.709671 nChanged 120 SP:Iteration 29Q (8725.656080 sec): 3 clusters Score: Raw -1165644.832160 + Penalty 1790.191192 = -1163854.640968 nChanged 138 SP:Iteration 30Q (8725.719361 sec): 3 clusters Score: Raw -1165692.930313 + Penalty 1790.191192 = -1163902.739121 nChanged 152 SP:Iteration 31Q (8725.790379 sec): 3 clusters Score: Raw -1165747.114626 + Penalty 1790.191192 = -1163956.923434 nChanged 154 SP:Iteration 32Q (8725.846478 sec): 3 clusters Score: Raw -1165804.486072 + Penalty 1790.191192 = -1164014.294879 nChanged 166 SP:Iteration 33Q (8725.908664 sec): 3 clusters Score: Raw -1165868.256275 + Penalty 1790.191192 = -1164078.065083 nChanged 172 SP:Iteration 34Q (8725.971114 sec): 3 clusters Score: Raw -1165939.293721 + Penalty 1790.191192 = -1164149.102529 nChanged 161 SP:Iteration 35Q (8726.039931 sec): 3 clusters Score: Raw -1165997.470727 + Penalty 1790.191192 = -1164207.279535 nChanged 156 SP:Iteration 36Q (8726.097257 sec): 3 clusters Score: Raw -1166057.954934 + Penalty 1790.191192 = -1164267.763742 nChanged 161 SP:Iteration 37Q (8726.161337 sec): 3 clusters Score: Raw -1166122.023445 + Penalty 1790.191192 = -1164331.832253 nChanged 158 SP:Iteration 38Q (8726.220613 sec): 3 clusters Score: Raw -1166187.278831 + Penalty 1790.191192 = -1164397.087639 nChanged 158 SP:Iteration 39Q (8726.283449 sec): 3 clusters Score: Raw -1166256.754301 + Penalty 1790.191192 = -1164466.563109 nChanged 153 SP:Iteration 40F (8726.344116 sec): 3 clusters Score: Raw -1166312.382999 + Penalty 1790.191192 = -1164522.191807 nChanged 108 SP:Iteration 41Q (8726.404437 sec): 3 clusters Score: Raw -1166346.629831 + Penalty 1790.191192 = -1164556.438639 nChanged 103 SP:Iteration 42Q (8726.454939 sec): 3 clusters Score: Raw -1166375.087822 + Penalty 1790.191192 = -1164584.896630 nChanged 90 SP:Iteration 43Q (8726.516234 sec): 3 clusters Score: Raw -1166395.672708 + Penalty 1790.191192 = -1164605.481516 nChanged 77 SP:Iteration 44Q (8726.586088 sec): 3 clusters Score: Raw -1166414.625630 + Penalty 1790.191192 = -1164624.434438 nChanged 88 SP:Iteration 45Q (8726.648066 sec): 3 clusters Score: Raw -1166439.481340 + Penalty 1790.191192 = -1164649.290148 nChanged 78 SP:Iteration 46Q (8726.709232 sec): 3 clusters Score: Raw -1166465.451833 + Penalty 1790.191192 = -1164675.260641 nChanged 93 SP:Iteration 47Q (8726.758424 sec): 3 clusters Score: Raw -1166491.057858 + Penalty 1790.191192 = -1164700.866666 nChanged 72 SP:Iteration 48Q (8726.789438 sec): 3 clusters Score: Raw -1166507.648021 + Penalty 1790.191192 = -1164717.456829 nChanged 52 SP:Iteration 49Q (8726.860894 sec): 3 clusters Score: Raw -1166517.120949 + Penalty 1790.191192 = -1164726.929757 nChanged 51 SP:Iteration 50Q (8726.912563 sec): 3 clusters Score: Raw -1166525.807422 + Penalty 1790.191192 = -1164735.616230 nChanged 42 SP:Iteration 51Q (8726.970886 sec): 3 clusters Score: Raw -1166533.577944 + Penalty 1790.191192 = -1164743.386752 nChanged 35 SP:Iteration 52Q (8727.044335 sec): 3 clusters Score: Raw -1166538.968433 + Penalty 1790.191192 = -1164748.777241 nChanged 32 SP:Iteration 53Q (8727.107773 sec): 3 clusters Score: Raw -1166542.595201 + Penalty 1790.191192 = -1164752.404009 nChanged 30 SP:Iteration 54Q (8727.162033 sec): 3 clusters Score: Raw -1166547.081315 + Penalty 1790.191192 = -1164756.890123 nChanged 35 SP:Iteration 55Q (8727.234776 sec): 3 clusters Score: Raw -1166552.494067 + Penalty 1790.191192 = -1164762.302875 nChanged 36 SP:Iteration 56Q (8727.295427 sec): 3 clusters Score: Raw -1166558.781028 + Penalty 1790.191192 = -1164768.589836 nChanged 36 SP:Iteration 57Q (8727.358132 sec): 3 clusters Score: Raw -1166564.903534 + Penalty 1790.191192 = -1164774.712342 nChanged 41 SP:Iteration 58Q (8727.409668 sec): 3 clusters Score: Raw -1166572.515836 + Penalty 1790.191192 = -1164782.324644 nChanged 49 SP:Iteration 59Q (8727.468838 sec): 3 clusters Score: Raw -1166580.467590 + Penalty 1790.191192 = -1164790.276398 nChanged 36 SP:Iteration 60F (8727.536661 sec): 3 clusters Score: Raw -1166587.069517 + Penalty 1790.191192 = -1164796.878325 nChanged 40 SP:Iteration 61Q (8727.589238 sec): 3 clusters Score: Raw -1166593.682584 + Penalty 1790.191192 = -1164803.491392 nChanged 32 SP:Iteration 62Q (8727.651717 sec): 3 clusters Score: Raw -1166598.477945 + Penalty 1790.191192 = -1164808.286753 nChanged 30 SP:Iteration 63Q (8727.723442 sec): 3 clusters Score: Raw -1166603.150371 + Penalty 1790.191192 = -1164812.959179 nChanged 28 SP:Iteration 64Q (8727.776100 sec): 3 clusters Score: Raw -1166606.975505 + Penalty 1790.191192 = -1164816.784313 nChanged 21 SP:Iteration 65Q (8727.838468 sec): 3 clusters Score: Raw -1166609.669257 + Penalty 1790.191192 = -1164819.478065 nChanged 17 SP:Iteration 66Q (8727.901198 sec): 3 clusters Score: Raw -1166612.432677 + Penalty 1790.191192 = -1164822.241485 nChanged 22 SP:Iteration 67Q (8727.959947 sec): 3 clusters Score: Raw -1166615.640539 + Penalty 1790.191192 = -1164825.449346 nChanged 19 SP:Iteration 68Q (8728.019129 sec): 3 clusters Score: Raw -1166618.296158 + Penalty 1790.191192 = -1164828.104966 nChanged 20 SP:Iteration 69Q (8728.081665 sec): 3 clusters Score: Raw -1166621.645901 + Penalty 1790.191192 = -1164831.454709 nChanged 27 SP:Iteration 70Q (8728.140125 sec): 3 clusters Score: Raw -1166627.257418 + Penalty 1790.191192 = -1164837.066226 nChanged 30 SP:Iteration 71Q (8728.204141 sec): 3 clusters Score: Raw -1166634.810828 + Penalty 1790.191192 = -1164844.619636 nChanged 30 SP:Iteration 72Q (8728.263402 sec): 3 clusters Score: Raw -1166639.327441 + Penalty 1790.191192 = -1164849.136249 nChanged 28 SP:Iteration 73Q (8728.325342 sec): 3 clusters Score: Raw -1166643.148725 + Penalty 1790.191192 = -1164852.957533 nChanged 28 SP:Iteration 74Q (8728.388687 sec): 3 clusters Score: Raw -1166647.266358 + Penalty 1790.191192 = -1164857.075166 nChanged 28 SP:Iteration 75Q (8728.440203 sec): 3 clusters Score: Raw -1166652.639612 + Penalty 1790.191192 = -1164862.448420 nChanged 37 SP:Iteration 76Q (8728.506050 sec): 3 clusters Score: Raw -1166662.358111 + Penalty 1790.191192 = -1164872.166919 nChanged 39 SP:Iteration 77Q (8728.571728 sec): 3 clusters Score: Raw -1166672.021302 + Penalty 1790.191192 = -1164881.830110 nChanged 49 SP:Iteration 78Q (8728.629553 sec): 3 clusters Score: Raw -1166683.631354 + Penalty 1790.191192 = -1164893.440162 nChanged 54 SP:Iteration 79Q (8728.701505 sec): 3 clusters Score: Raw -1166695.262347 + Penalty 1790.191192 = -1164905.071155 nChanged 57 SP:Iteration 80F (8728.754125 sec): 3 clusters Score: Raw -1166709.904345 + Penalty 1790.191192 = -1164919.713153 nChanged 64 SP:Iteration 81Q (8728.808867 sec): 3 clusters Score: Raw -1166726.302077 + Penalty 1790.191192 = -1164936.110885 nChanged 48 SP:Iteration 82Q (8728.870117 sec): 3 clusters Score: Raw -1166737.254058 + Penalty 1790.191192 = -1164947.062866 nChanged 32 SP:Iteration 83Q (8728.931153 sec): 3 clusters Score: Raw -1166744.008122 + Penalty 1790.191192 = -1164953.816930 nChanged 27 SP:Iteration 84Q (8728.980719 sec): 3 clusters Score: Raw -1166748.721025 + Penalty 1790.191192 = -1164958.529833 nChanged 23 SP:Iteration 85Q (8729.041703 sec): 3 clusters Score: Raw -1166753.203552 + Penalty 1790.191192 = -1164963.012360 nChanged 16 SP:Iteration 86Q (8729.103123 sec): 3 clusters Score: Raw -1166756.363129 + Penalty 1790.191192 = -1164966.171937 nChanged 19 SP:Iteration 87Q (8729.165157 sec): 3 clusters Score: Raw -1166760.552052 + Penalty 1790.191192 = -1164970.360860 nChanged 18 SP:Iteration 88Q (8729.226307 sec): 3 clusters Score: Raw -1166763.938181 + Penalty 1790.191192 = -1164973.746988 nChanged 18 SP:Iteration 89Q (8729.287335 sec): 3 clusters Score: Raw -1166766.658433 + Penalty 1790.191192 = -1164976.467241 nChanged 19 SP:Iteration 90Q (8729.336334 sec): 3 clusters Score: Raw -1166769.425494 + Penalty 1790.191192 = -1164979.234302 nChanged 16 SP:Iteration 91Q (8729.408033 sec): 3 clusters Score: Raw -1166772.081998 + Penalty 1790.191192 = -1164981.890806 nChanged 12 SP:Iteration 92Q (8729.457935 sec): 3 clusters Score: Raw -1166773.259228 + Penalty 1790.191192 = -1164983.068036 nChanged 10 SP:Iteration 93Q (8729.519121 sec): 3 clusters Score: Raw -1166774.406221 + Penalty 1790.191192 = -1164984.215029 nChanged 8 SP:Iteration 94Q (8729.580426 sec): 3 clusters Score: Raw -1166774.821295 + Penalty 1790.191192 = -1164984.630103 nChanged 3 SP:Iteration 95Q (8729.646615 sec): 3 clusters Score: Raw -1166775.261340 + Penalty 1790.191192 = -1164985.070148 nChanged 3 SP:Iteration 96Q (8729.696813 sec): 3 clusters Score: Raw -1166775.462348 + Penalty 1790.191192 = -1164985.271156 nChanged 0 SP:Iteration 97F (8729.751957 sec): 3 clusters Score: Raw -1166775.462348 + Penalty 1790.191192 = -1164985.271156 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8729.784661 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8729.837797 sec): 3 clusters Score: Raw -845098.023176 + Penalty 1734.431695 = -843363.591481 nChanged 4148 SP:Iteration 1F (8729.888517 sec): 3 clusters Score: Raw -847335.429738 + Penalty 1734.431695 = -845600.998042 nChanged 508 SP:Iteration 2F (8729.947301 sec): 3 clusters Score: Raw -847558.043068 + Penalty 1734.431695 = -845823.611372 nChanged 483 SP:Iteration 3F (8730.006168 sec): 3 clusters Score: Raw -847781.175267 + Penalty 1734.431695 = -846046.743572 nChanged 444 SP:Iteration 4Q (8730.064723 sec): 3 clusters Score: Raw -847992.546798 + Penalty 1734.431695 = -846258.115102 nChanged 473 SP:Iteration 5F (8730.121814 sec): 3 clusters Score: Raw -848252.453900 + Penalty 1734.431695 = -846518.022205 nChanged 458 SP:Iteration 6Q (8730.180623 sec): 3 clusters Score: Raw -848562.378218 + Penalty 1734.431695 = -846827.946523 nChanged 478 SP:Iteration 7F (8730.240074 sec): 3 clusters Score: Raw -848861.506679 + Penalty 1734.431695 = -847127.074984 nChanged 426 SP:Iteration 8Q (8730.298645 sec): 3 clusters Score: Raw -849093.066235 + Penalty 1734.431695 = -847358.634540 nChanged 368 SP:Iteration 9Q (8730.352907 sec): 3 clusters Score: Raw -849262.987680 + Penalty 1734.431695 = -847528.555985 nChanged 336 SP:Iteration 10Q (8730.411434 sec): 3 clusters Score: Raw -849410.299828 + Penalty 1734.431695 = -847675.868133 nChanged 282 SP:Iteration 11Q (8730.470156 sec): 3 clusters Score: Raw -849520.920795 + Penalty 1734.431695 = -847786.489099 nChanged 237 SP:Iteration 12Q (8730.518922 sec): 3 clusters Score: Raw -849603.693334 + Penalty 1734.431695 = -847869.261639 nChanged 175 SP:Iteration 13Q (8730.577780 sec): 3 clusters Score: Raw -849657.160738 + Penalty 1734.431695 = -847922.729043 nChanged 143 SP:Iteration 14Q (8730.637938 sec): 3 clusters Score: Raw -849693.124589 + Penalty 1734.431695 = -847958.692893 nChanged 128 SP:Iteration 15Q (8730.703504 sec): 3 clusters Score: Raw -849722.331879 + Penalty 1734.431695 = -847987.900184 nChanged 103 SP:Iteration 16Q (8730.761758 sec): 3 clusters Score: Raw -849745.467758 + Penalty 1734.431695 = -848011.036062 nChanged 96 SP:Iteration 17Q (8730.804120 sec): 3 clusters Score: Raw -849766.793627 + Penalty 1734.431695 = -848032.361932 nChanged 100 SP:Iteration 18Q (8730.856289 sec): 3 clusters Score: Raw -849791.907008 + Penalty 1734.431695 = -848057.475313 nChanged 94 SP:Iteration 19Q (8730.918759 sec): 3 clusters Score: Raw -849814.614863 + Penalty 1734.431695 = -848080.183168 nChanged 100 SP:Iteration 20F (8730.975226 sec): 3 clusters Score: Raw -849836.826976 + Penalty 1734.431695 = -848102.395281 nChanged 79 SP:Iteration 21Q (8731.030222 sec): 3 clusters Score: Raw -849857.758175 + Penalty 1734.431695 = -848123.326480 nChanged 87 SP:Iteration 22Q (8731.078876 sec): 3 clusters Score: Raw -849880.637353 + Penalty 1734.431695 = -848146.205658 nChanged 97 SP:Iteration 23Q (8731.140813 sec): 3 clusters Score: Raw -849909.216030 + Penalty 1734.431695 = -848174.784335 nChanged 115 SP:Iteration 24Q (8731.186925 sec): 3 clusters Score: Raw -849950.111479 + Penalty 1734.431695 = -848215.679784 nChanged 122 SP:Iteration 25Q (8731.242383 sec): 3 clusters Score: Raw -849991.686400 + Penalty 1734.431695 = -848257.254705 nChanged 115 SP:Iteration 26Q (8731.310207 sec): 3 clusters Score: Raw -850035.817463 + Penalty 1734.431695 = -848301.385767 nChanged 108 SP:Iteration 27Q (8731.358348 sec): 3 clusters Score: Raw -850078.219045 + Penalty 1734.431695 = -848343.787350 nChanged 96 SP:Iteration 28Q (8731.427659 sec): 3 clusters Score: Raw -850113.862960 + Penalty 1734.431695 = -848379.431265 nChanged 89 SP:Iteration 29Q (8731.487319 sec): 3 clusters Score: Raw -850146.526225 + Penalty 1734.431695 = -848412.094529 nChanged 76 SP:Iteration 30Q (8731.534366 sec): 3 clusters Score: Raw -850171.234906 + Penalty 1734.431695 = -848436.803211 nChanged 89 SP:Iteration 31Q (8731.603548 sec): 3 clusters Score: Raw -850195.905606 + Penalty 1734.431695 = -848461.473910 nChanged 76 SP:Iteration 32Q (8731.659569 sec): 3 clusters Score: Raw -850217.707387 + Penalty 1734.431695 = -848483.275691 nChanged 71 SP:Iteration 33Q (8731.716670 sec): 3 clusters Score: Raw -850238.262356 + Penalty 1734.431695 = -848503.830660 nChanged 57 SP:Iteration 34Q (8731.765404 sec): 3 clusters Score: Raw -850256.351513 + Penalty 1734.431695 = -848521.919817 nChanged 58 SP:Iteration 35Q (8731.828496 sec): 3 clusters Score: Raw -850273.249101 + Penalty 1734.431695 = -848538.817406 nChanged 50 SP:Iteration 36Q (8731.886395 sec): 3 clusters Score: Raw -850286.671071 + Penalty 1734.431695 = -848552.239375 nChanged 56 SP:Iteration 37Q (8731.937365 sec): 3 clusters Score: Raw -850300.925281 + Penalty 1734.431695 = -848566.493586 nChanged 47 SP:Iteration 38Q (8731.987121 sec): 3 clusters Score: Raw -850314.310427 + Penalty 1734.431695 = -848579.878732 nChanged 50 SP:Iteration 39Q (8732.043279 sec): 3 clusters Score: Raw -850330.490914 + Penalty 1734.431695 = -848596.059218 nChanged 45 SP:Iteration 40F (8732.105622 sec): 3 clusters Score: Raw -850348.121202 + Penalty 1734.431695 = -848613.689506 nChanged 53 SP:Iteration 41Q (8732.162287 sec): 3 clusters Score: Raw -850374.866348 + Penalty 1734.431695 = -848640.434653 nChanged 49 SP:Iteration 42Q (8732.221514 sec): 3 clusters Score: Raw -850400.394026 + Penalty 1734.431695 = -848665.962331 nChanged 53 SP:Iteration 43Q (8732.268470 sec): 3 clusters Score: Raw -850431.124392 + Penalty 1734.431695 = -848696.692697 nChanged 68 SP:Iteration 44Q (8732.308714 sec): 3 clusters Score: Raw -850468.693146 + Penalty 1734.431695 = -848734.261451 nChanged 64 SP:Iteration 45Q (8732.360789 sec): 3 clusters Score: Raw -850508.386710 + Penalty 1734.431695 = -848773.955015 nChanged 57 SP:Iteration 46Q (8732.404821 sec): 3 clusters Score: Raw -850541.095432 + Penalty 1734.431695 = -848806.663736 nChanged 43 SP:Iteration 47Q (8732.460330 sec): 3 clusters Score: Raw -850563.485386 + Penalty 1734.431695 = -848829.053690 nChanged 39 SP:Iteration 48Q (8732.515865 sec): 3 clusters Score: Raw -850585.093191 + Penalty 1734.431695 = -848850.661496 nChanged 37 SP:Iteration 49Q (8732.576855 sec): 3 clusters Score: Raw -850599.813242 + Penalty 1734.431695 = -848865.381546 nChanged 25 SP:Iteration 50Q (8732.621567 sec): 3 clusters Score: Raw -850610.587533 + Penalty 1734.431695 = -848876.155838 nChanged 26 SP:Iteration 51Q (8732.673803 sec): 3 clusters Score: Raw -850623.566724 + Penalty 1734.431695 = -848889.135028 nChanged 23 SP:Iteration 52Q (8732.731242 sec): 3 clusters Score: Raw -850632.301321 + Penalty 1734.431695 = -848897.869626 nChanged 18 SP:Iteration 53Q (8732.798628 sec): 3 clusters Score: Raw -850638.990607 + Penalty 1734.431695 = -848904.558912 nChanged 14 SP:Iteration 54Q (8732.856160 sec): 3 clusters Score: Raw -850643.393216 + Penalty 1734.431695 = -848908.961521 nChanged 18 SP:Iteration 55Q (8732.912431 sec): 3 clusters Score: Raw -850652.914483 + Penalty 1734.431695 = -848918.482788 nChanged 24 SP:Iteration 56Q (8732.967738 sec): 3 clusters Score: Raw -850663.823350 + Penalty 1734.431695 = -848929.391655 nChanged 20 SP:Iteration 57Q (8733.022511 sec): 3 clusters Score: Raw -850675.638132 + Penalty 1734.431695 = -848941.206437 nChanged 21 SP:Iteration 58Q (8733.078557 sec): 3 clusters Score: Raw -850686.876651 + Penalty 1734.431695 = -848952.444956 nChanged 13 SP:Iteration 59Q (8733.123474 sec): 3 clusters Score: Raw -850692.456196 + Penalty 1734.431695 = -848958.024500 nChanged 20 SP:Iteration 60F (8733.180199 sec): 3 clusters Score: Raw -850701.566801 + Penalty 1734.431695 = -848967.135106 nChanged 16 SP:Iteration 61Q (8733.236260 sec): 3 clusters Score: Raw -850707.753782 + Penalty 1734.431695 = -848973.322087 nChanged 17 SP:Iteration 62Q (8733.294432 sec): 3 clusters Score: Raw -850714.385235 + Penalty 1734.431695 = -848979.953540 nChanged 13 SP:Iteration 63Q (8733.351952 sec): 3 clusters Score: Raw -850719.245065 + Penalty 1734.431695 = -848984.813369 nChanged 6 SP:Iteration 64Q (8733.409623 sec): 3 clusters Score: Raw -850720.806190 + Penalty 1734.431695 = -848986.374495 nChanged 5 SP:Iteration 65Q (8733.476515 sec): 3 clusters Score: Raw -850722.228232 + Penalty 1734.431695 = -848987.796536 nChanged 4 SP:Iteration 66Q (8733.533057 sec): 3 clusters Score: Raw -850723.566001 + Penalty 1734.431695 = -848989.134306 nChanged 5 SP:Iteration 67Q (8733.591584 sec): 3 clusters Score: Raw -850725.251192 + Penalty 1734.431695 = -848990.819497 nChanged 4 SP:Iteration 68Q (8733.647009 sec): 3 clusters Score: Raw -850726.312989 + Penalty 1734.431695 = -848991.881293 nChanged 1 SP:Iteration 69Q (8733.702068 sec): 3 clusters Score: Raw -850726.685352 + Penalty 1734.431695 = -848992.253657 nChanged 2 SP:Iteration 70Q (8733.751322 sec): 3 clusters Score: Raw -850727.212068 + Penalty 1734.431695 = -848992.780373 nChanged 1 SP:Iteration 71Q (8733.807678 sec): 3 clusters Score: Raw -850727.345252 + Penalty 1734.431695 = -848992.913557 nChanged 1 SP:Iteration 72Q (8733.873722 sec): 3 clusters Score: Raw -850728.022711 + Penalty 1734.431695 = -848993.591016 nChanged 0 SP:Iteration 73F (8733.925301 sec): 3 clusters Score: Raw -850728.022711 + Penalty 1734.431695 = -848993.591016 nChanged 0 Trying to split cluster 32 (2547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8733.953208 sec): 2 clusters Score: Raw -246244.463100 + Penalty 745.053790 = -245499.409310 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8733.995161 sec): 3 clusters Score: Raw -244896.964281 + Penalty 1490.107580 = -243406.856701 nChanged 1032 SP:Iteration 1F (8734.044874 sec): 3 clusters Score: Raw -245540.553907 + Penalty 1490.107580 = -244050.446327 nChanged 207 SP:Iteration 2F (8734.088440 sec): 3 clusters Score: Raw -245680.976544 + Penalty 1490.107580 = -244190.868963 nChanged 162 SP:Iteration 3F (8734.135951 sec): 3 clusters Score: Raw -245776.569530 + Penalty 1490.107580 = -244286.461950 nChanged 111 SP:Iteration 4Q (8734.175152 sec): 3 clusters Score: Raw -245835.335126 + Penalty 1490.107580 = -244345.227546 nChanged 72 SP:Iteration 5Q (8734.234162 sec): 3 clusters Score: Raw -245866.699081 + Penalty 1490.107580 = -244376.591501 nChanged 60 SP:Iteration 6Q (8734.276292 sec): 3 clusters Score: Raw -245894.249980 + Penalty 1490.107580 = -244404.142400 nChanged 67 SP:Iteration 7Q (8734.320153 sec): 3 clusters Score: Raw -245927.716142 + Penalty 1490.107580 = -244437.608562 nChanged 54 SP:Iteration 8Q (8734.369692 sec): 3 clusters Score: Raw -245949.975311 + Penalty 1490.107580 = -244459.867731 nChanged 37 SP:Iteration 9Q (8734.408921 sec): 3 clusters Score: Raw -245963.717461 + Penalty 1490.107580 = -244473.609881 nChanged 30 SP:Iteration 10Q (8734.454081 sec): 3 clusters Score: Raw -245975.769084 + Penalty 1490.107580 = -244485.661504 nChanged 33 SP:Iteration 11Q (8734.510284 sec): 3 clusters Score: Raw -245988.251130 + Penalty 1490.107580 = -244498.143549 nChanged 35 SP:Iteration 12Q (8734.561103 sec): 3 clusters Score: Raw -246002.779285 + Penalty 1490.107580 = -244512.671704 nChanged 35 SP:Iteration 13Q (8734.606970 sec): 3 clusters Score: Raw -246016.778262 + Penalty 1490.107580 = -244526.670682 nChanged 26 SP:Iteration 14Q (8734.658918 sec): 3 clusters Score: Raw -246031.067358 + Penalty 1490.107580 = -244540.959778 nChanged 28 SP:Iteration 15Q (8734.707868 sec): 3 clusters Score: Raw -246045.846478 + Penalty 1490.107580 = -244555.738898 nChanged 31 SP:Iteration 16Q (8734.757565 sec): 3 clusters Score: Raw -246057.034734 + Penalty 1490.107580 = -244566.927153 nChanged 22 SP:Iteration 17Q (8734.807249 sec): 3 clusters Score: Raw -246065.442140 + Penalty 1490.107580 = -244575.334560 nChanged 29 SP:Iteration 18Q (8734.847199 sec): 3 clusters Score: Raw -246078.172720 + Penalty 1490.107580 = -244588.065139 nChanged 26 SP:Iteration 19Q (8734.891178 sec): 3 clusters Score: Raw -246091.816157 + Penalty 1490.107580 = -244601.708576 nChanged 26 SP:Iteration 20F (8734.931157 sec): 3 clusters Score: Raw -246102.768227 + Penalty 1490.107580 = -244612.660647 nChanged 27 SP:Iteration 21Q (8734.978728 sec): 3 clusters Score: Raw -246114.153365 + Penalty 1490.107580 = -244624.045785 nChanged 15 SP:Iteration 22Q (8735.033491 sec): 3 clusters Score: Raw -246120.208965 + Penalty 1490.107580 = -244630.101385 nChanged 15 SP:Iteration 23Q (8735.075218 sec): 3 clusters Score: Raw -246126.667572 + Penalty 1490.107580 = -244636.559992 nChanged 15 SP:Iteration 24Q (8735.126296 sec): 3 clusters Score: Raw -246133.114378 + Penalty 1490.107580 = -244643.006798 nChanged 17 SP:Iteration 25Q (8735.176815 sec): 3 clusters Score: Raw -246143.474879 + Penalty 1490.107580 = -244653.367299 nChanged 19 SP:Iteration 26Q (8735.230248 sec): 3 clusters Score: Raw -246152.519312 + Penalty 1490.107580 = -244662.411731 nChanged 17 SP:Iteration 27Q (8735.281973 sec): 3 clusters Score: Raw -246161.555872 + Penalty 1490.107580 = -244671.448292 nChanged 18 SP:Iteration 28Q (8735.315277 sec): 3 clusters Score: Raw -246170.936000 + Penalty 1490.107580 = -244680.828420 nChanged 16 SP:Iteration 29Q (8735.375634 sec): 3 clusters Score: Raw -246178.772452 + Penalty 1490.107580 = -244688.664872 nChanged 16 SP:Iteration 30Q (8735.427736 sec): 3 clusters Score: Raw -246186.084750 + Penalty 1490.107580 = -244695.977170 nChanged 14 SP:Iteration 31Q (8735.479336 sec): 3 clusters Score: Raw -246195.726651 + Penalty 1490.107580 = -244705.619071 nChanged 16 SP:Iteration 32Q (8735.520384 sec): 3 clusters Score: Raw -246206.254603 + Penalty 1490.107580 = -244716.147023 nChanged 18 SP:Iteration 33Q (8735.570918 sec): 3 clusters Score: Raw -246215.684585 + Penalty 1490.107580 = -244725.577005 nChanged 16 SP:Iteration 34Q (8735.614170 sec): 3 clusters Score: Raw -246219.920438 + Penalty 1490.107580 = -244729.812858 nChanged 4 SP:Iteration 35Q (8735.666670 sec): 3 clusters Score: Raw -246221.349610 + Penalty 1490.107580 = -244731.242029 nChanged 1 SP:Iteration 36Q (8735.707499 sec): 3 clusters Score: Raw -246222.258798 + Penalty 1490.107580 = -244732.151218 nChanged 2 SP:Iteration 37Q (8735.746844 sec): 3 clusters Score: Raw -246222.885526 + Penalty 1490.107580 = -244732.777946 nChanged 2 SP:Iteration 38Q (8735.794666 sec): 3 clusters Score: Raw -246223.173378 + Penalty 1490.107580 = -244733.065798 nChanged 1 SP:Iteration 39Q (8735.848531 sec): 3 clusters Score: Raw -246223.331095 + Penalty 1490.107580 = -244733.223515 nChanged 0 SP:Iteration 40F (8735.890941 sec): 3 clusters Score: Raw -246223.331095 + Penalty 1490.107580 = -244733.223515 nChanged 0 Trying to split cluster 33 (3339 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8735.918647 sec): 2 clusters Score: Raw -288601.828194 + Penalty 770.775531 = -287831.052663 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8735.932399 sec): 3 clusters Score: Raw -286839.222814 + Penalty 1541.551062 = -285297.671752 nChanged 1372 SP:Iteration 1F (8735.944458 sec): 3 clusters Score: Raw -287648.151046 + Penalty 1541.551062 = -286106.599984 nChanged 271 SP:Iteration 2F (8735.956523 sec): 3 clusters Score: Raw -287808.528517 + Penalty 1541.551062 = -286266.977455 nChanged 205 SP:Iteration 3F (8735.968582 sec): 3 clusters Score: Raw -287914.547747 + Penalty 1541.551062 = -286372.996685 nChanged 146 SP:Iteration 4Q (8735.980632 sec): 3 clusters Score: Raw -288001.969426 + Penalty 1541.551062 = -286460.418365 nChanged 137 SP:Iteration 5Q (8736.029454 sec): 3 clusters Score: Raw -288075.228860 + Penalty 1541.551062 = -286533.677798 nChanged 109 SP:Iteration 6Q (8736.081628 sec): 3 clusters Score: Raw -288134.256475 + Penalty 1541.551062 = -286592.705413 nChanged 114 SP:Iteration 7Q (8736.134181 sec): 3 clusters Score: Raw -288209.256002 + Penalty 1541.551062 = -286667.704940 nChanged 108 SP:Iteration 8Q (8736.187224 sec): 3 clusters Score: Raw -288292.194345 + Penalty 1541.551062 = -286750.643283 nChanged 119 SP:Iteration 9Q (8736.239103 sec): 3 clusters Score: Raw -288379.899688 + Penalty 1541.551062 = -286838.348627 nChanged 119 SP:Iteration 10Q (8736.291006 sec): 3 clusters Score: Raw -288464.008633 + Penalty 1541.551062 = -286922.457572 nChanged 128 SP:Iteration 11Q (8736.342845 sec): 3 clusters Score: Raw -288570.493516 + Penalty 1541.551062 = -287028.942454 nChanged 108 SP:Iteration 12Q (8736.394510 sec): 3 clusters Score: Raw -288658.734610 + Penalty 1541.551062 = -287117.183549 nChanged 92 SP:Iteration 13Q (8736.440074 sec): 3 clusters Score: Raw -288712.906792 + Penalty 1541.551062 = -287171.355730 nChanged 65 SP:Iteration 14Q (8736.491643 sec): 3 clusters Score: Raw -288752.394949 + Penalty 1541.551062 = -287210.843888 nChanged 59 SP:Iteration 15Q (8736.543498 sec): 3 clusters Score: Raw -288798.406430 + Penalty 1541.551062 = -287256.855369 nChanged 58 SP:Iteration 16Q (8736.594026 sec): 3 clusters Score: Raw -288845.000818 + Penalty 1541.551062 = -287303.449757 nChanged 71 SP:Iteration 17Q (8736.645830 sec): 3 clusters Score: Raw -288915.985179 + Penalty 1541.551062 = -287374.434118 nChanged 66 SP:Iteration 18Q (8736.691399 sec): 3 clusters Score: Raw -288988.408131 + Penalty 1541.551062 = -287446.857069 nChanged 53 SP:Iteration 19Q (8736.743364 sec): 3 clusters Score: Raw -289042.404491 + Penalty 1541.551062 = -287500.853430 nChanged 35 SP:Iteration 20F (8736.795315 sec): 3 clusters Score: Raw -289075.673672 + Penalty 1541.551062 = -287534.122610 nChanged 31 SP:Iteration 21Q (8736.849127 sec): 3 clusters Score: Raw -289098.739640 + Penalty 1541.551062 = -287557.188578 nChanged 21 SP:Iteration 22Q (8736.898977 sec): 3 clusters Score: Raw -289110.527395 + Penalty 1541.551062 = -287568.976334 nChanged 11 SP:Iteration 23Q (8736.946238 sec): 3 clusters Score: Raw -289113.789916 + Penalty 1541.551062 = -287572.238854 nChanged 10 SP:Iteration 24Q (8736.995127 sec): 3 clusters Score: Raw -289115.637092 + Penalty 1541.551062 = -287574.086031 nChanged 6 SP:Iteration 25Q (8737.043641 sec): 3 clusters Score: Raw -289117.685713 + Penalty 1541.551062 = -287576.134651 nChanged 5 SP:Iteration 26Q (8737.085895 sec): 3 clusters Score: Raw -289119.133291 + Penalty 1541.551062 = -287577.582230 nChanged 5 SP:Iteration 27Q (8737.138648 sec): 3 clusters Score: Raw -289120.635523 + Penalty 1541.551062 = -287579.084462 nChanged 4 SP:Iteration 28Q (8737.192680 sec): 3 clusters Score: Raw -289122.291409 + Penalty 1541.551062 = -287580.740347 nChanged 4 SP:Iteration 29Q (8737.245628 sec): 3 clusters Score: Raw -289123.677954 + Penalty 1541.551062 = -287582.126892 nChanged 2 SP:Iteration 30Q (8737.299131 sec): 3 clusters Score: Raw -289124.130217 + Penalty 1541.551062 = -287582.579156 nChanged 0 SP:Iteration 31F (8737.352176 sec): 3 clusters Score: Raw -289124.130217 + Penalty 1541.551062 = -287582.579156 nChanged 0 Trying to split cluster 34 (287583 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8737.626965 sec): 2 clusters Score: Raw -27446206.554210 + Penalty 1194.080345 = -27445012.473864 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8738.020753 sec): 3 clusters Score: Raw -27252258.428670 + Penalty 2388.160691 = -27249870.267979 nChanged 141036 SP:Iteration 1F (8738.420993 sec): 3 clusters Score: Raw -27339361.873310 + Penalty 2388.160691 = -27336973.712619 nChanged 10997 SP:Iteration 2Q (8738.837231 sec): 3 clusters Score: Raw -27343037.284941 + Penalty 2388.160691 = -27340649.124251 nChanged 12891 SP:Iteration 3Q (8739.263341 sec): 3 clusters Score: Raw -27348297.448588 + Penalty 2388.160691 = -27345909.287897 nChanged 14623 SP:Iteration 4F (8739.656767 sec): 3 clusters Score: Raw -27355409.254914 + Penalty 2388.160691 = -27353021.094224 nChanged 16012 SP:Iteration 5F (8740.069562 sec): 3 clusters Score: Raw -27364885.861436 + Penalty 2388.160691 = -27362497.700746 nChanged 17426 SP:Iteration 6F (8740.471448 sec): 3 clusters Score: Raw -27377037.790424 + Penalty 2388.160691 = -27374649.629733 nChanged 17932 SP:Iteration 7F (8740.876673 sec): 3 clusters Score: Raw -27390440.397328 + Penalty 2388.160691 = -27388052.236638 nChanged 16137 SP:Iteration 8F (8741.277110 sec): 3 clusters Score: Raw -27400700.500494 + Penalty 2388.160691 = -27398312.339803 nChanged 11816 SP:Iteration 9Q (8741.710642 sec): 3 clusters Score: Raw -27405795.443346 + Penalty 2388.160691 = -27403407.282656 nChanged 7579 SP:Iteration 10Q (8742.136516 sec): 3 clusters Score: Raw -27408340.887810 + Penalty 2388.160691 = -27405952.727119 nChanged 5650 SP:Iteration 11Q (8742.541183 sec): 3 clusters Score: Raw -27410240.414757 + Penalty 2388.160691 = -27407852.254067 nChanged 5217 SP:Iteration 12Q (8742.952149 sec): 3 clusters Score: Raw -27412013.153113 + Penalty 2388.160691 = -27409624.992423 nChanged 5097 SP:Iteration 13Q (8743.335943 sec): 3 clusters Score: Raw -27413748.163819 + Penalty 2388.160691 = -27411360.003128 nChanged 5019 SP:Iteration 14Q (8743.729689 sec): 3 clusters Score: Raw -27415508.850908 + Penalty 2388.160691 = -27413120.690217 nChanged 4973 SP:Iteration 15Q (8744.148818 sec): 3 clusters Score: Raw -27417288.261765 + Penalty 2388.160691 = -27414900.101074 nChanged 4954 SP:Iteration 16Q (8744.547277 sec): 3 clusters Score: Raw -27419060.492410 + Penalty 2388.160691 = -27416672.331720 nChanged 4741 SP:Iteration 17Q (8744.961444 sec): 3 clusters Score: Raw -27420796.871656 + Penalty 2388.160691 = -27418408.710965 nChanged 4661 SP:Iteration 18Q (8745.363570 sec): 3 clusters Score: Raw -27422564.268868 + Penalty 2388.160691 = -27420176.108178 nChanged 4511 SP:Iteration 19Q (8745.780339 sec): 3 clusters Score: Raw -27424206.011219 + Penalty 2388.160691 = -27421817.850529 nChanged 4214 SP:Iteration 20F (8746.168081 sec): 3 clusters Score: Raw -27425726.803965 + Penalty 2388.160691 = -27423338.643275 nChanged 4104 SP:Iteration 21Q (8746.582377 sec): 3 clusters Score: Raw -27427118.507856 + Penalty 2388.160691 = -27424730.347166 nChanged 3805 SP:Iteration 22Q (8746.992700 sec): 3 clusters Score: Raw -27428363.834683 + Penalty 2388.160691 = -27425975.673992 nChanged 3760 SP:Iteration 23Q (8747.381683 sec): 3 clusters Score: Raw -27429557.623935 + Penalty 2388.160691 = -27427169.463244 nChanged 3582 SP:Iteration 24Q (8747.791354 sec): 3 clusters Score: Raw -27430606.211469 + Penalty 2388.160691 = -27428218.050778 nChanged 3368 SP:Iteration 25Q (8748.192167 sec): 3 clusters Score: Raw -27431524.763974 + Penalty 2388.160691 = -27429136.603283 nChanged 3160 SP:Iteration 26Q (8748.571507 sec): 3 clusters Score: Raw -27432324.013194 + Penalty 2388.160691 = -27429935.852503 nChanged 3079 SP:Iteration 27Q (8748.951161 sec): 3 clusters Score: Raw -27433077.044763 + Penalty 2388.160691 = -27430688.884073 nChanged 2985 SP:Iteration 28Q (8749.323564 sec): 3 clusters Score: Raw -27433785.594247 + Penalty 2388.160691 = -27431397.433556 nChanged 2867 SP:Iteration 29Q (8749.689677 sec): 3 clusters Score: Raw -27434436.835600 + Penalty 2388.160691 = -27432048.674909 nChanged 2752 SP:Iteration 30Q (8750.075872 sec): 3 clusters Score: Raw -27435043.383246 + Penalty 2388.160691 = -27432655.222555 nChanged 2600 SP:Iteration 31Q (8750.466940 sec): 3 clusters Score: Raw -27435610.398269 + Penalty 2388.160691 = -27433222.237578 nChanged 2562 SP:Iteration 32Q (8750.855574 sec): 3 clusters Score: Raw -27436151.466851 + Penalty 2388.160691 = -27433763.306160 nChanged 2378 SP:Iteration 33Q (8751.246353 sec): 3 clusters Score: Raw -27436634.313675 + Penalty 2388.160691 = -27434246.152984 nChanged 2291 SP:Iteration 34Q (8751.615522 sec): 3 clusters Score: Raw -27437089.779615 + Penalty 2388.160691 = -27434701.618925 nChanged 2167 SP:Iteration 35Q (8752.000571 sec): 3 clusters Score: Raw -27437514.467720 + Penalty 2388.160691 = -27435126.307030 nChanged 2174 SP:Iteration 36Q (8752.376443 sec): 3 clusters Score: Raw -27437939.631219 + Penalty 2388.160691 = -27435551.470528 nChanged 1991 SP:Iteration 37Q (8752.751955 sec): 3 clusters Score: Raw -27438305.801315 + Penalty 2388.160691 = -27435917.640624 nChanged 1885 SP:Iteration 38Q (8753.120431 sec): 3 clusters Score: Raw -27438644.269418 + Penalty 2388.160691 = -27436256.108728 nChanged 1752 SP:Iteration 39Q (8753.489850 sec): 3 clusters Score: Raw -27438949.354886 + Penalty 2388.160691 = -27436561.194195 nChanged 1701 SP:Iteration 40F (8753.886696 sec): 3 clusters Score: Raw -27439235.911447 + Penalty 2388.160691 = -27436847.750756 nChanged 1583 SP:Iteration 41Q (8754.259791 sec): 3 clusters Score: Raw -27439498.774053 + Penalty 2388.160691 = -27437110.613363 nChanged 1572 SP:Iteration 42Q (8754.613198 sec): 3 clusters Score: Raw -27439747.692257 + Penalty 2388.160691 = -27437359.531566 nChanged 1400 SP:Iteration 43Q (8754.963535 sec): 3 clusters Score: Raw -27439957.458167 + Penalty 2388.160691 = -27437569.297477 nChanged 1339 SP:Iteration 44Q (8755.318509 sec): 3 clusters Score: Raw -27440152.292204 + Penalty 2388.160691 = -27437764.131513 nChanged 1298 SP:Iteration 45Q (8755.703292 sec): 3 clusters Score: Raw -27440336.863616 + Penalty 2388.160691 = -27437948.702925 nChanged 1216 SP:Iteration 46Q (8756.061211 sec): 3 clusters Score: Raw -27440503.157331 + Penalty 2388.160691 = -27438114.996640 nChanged 1148 SP:Iteration 47Q (8756.440232 sec): 3 clusters Score: Raw -27440657.203240 + Penalty 2388.160691 = -27438269.042550 nChanged 1147 SP:Iteration 48Q (8756.823104 sec): 3 clusters Score: Raw -27440809.103019 + Penalty 2388.160691 = -27438420.942328 nChanged 1052 SP:Iteration 49Q (8757.192339 sec): 3 clusters Score: Raw -27440941.720197 + Penalty 2388.160691 = -27438553.559507 nChanged 1005 SP:Iteration 50Q (8757.568312 sec): 3 clusters Score: Raw -27441064.574385 + Penalty 2388.160691 = -27438676.413694 nChanged 937 SP:Iteration 51Q (8757.915257 sec): 3 clusters Score: Raw -27441171.516002 + Penalty 2388.160691 = -27438783.355311 nChanged 880 SP:Iteration 52Q (8758.281673 sec): 3 clusters Score: Raw -27441269.762076 + Penalty 2388.160691 = -27438881.601385 nChanged 816 SP:Iteration 53Q (8758.632377 sec): 3 clusters Score: Raw -27441356.169132 + Penalty 2388.160691 = -27438968.008441 nChanged 799 SP:Iteration 54Q (8758.991361 sec): 3 clusters Score: Raw -27441443.550359 + Penalty 2388.160691 = -27439055.389669 nChanged 811 SP:Iteration 55Q (8759.361763 sec): 3 clusters Score: Raw -27441533.424752 + Penalty 2388.160691 = -27439145.264061 nChanged 777 SP:Iteration 56Q (8759.710522 sec): 3 clusters Score: Raw -27441616.835654 + Penalty 2388.160691 = -27439228.674964 nChanged 778 SP:Iteration 57Q (8760.048288 sec): 3 clusters Score: Raw -27441700.173289 + Penalty 2388.160691 = -27439312.012599 nChanged 767 SP:Iteration 58Q (8760.393017 sec): 3 clusters Score: Raw -27441782.125532 + Penalty 2388.160691 = -27439393.964842 nChanged 713 SP:Iteration 59Q (8760.726469 sec): 3 clusters Score: Raw -27441853.381995 + Penalty 2388.160691 = -27439465.221304 nChanged 659 SP:Iteration 60F (8761.131460 sec): 3 clusters Score: Raw -27441915.637375 + Penalty 2388.160691 = -27439527.476684 nChanged 648 SP:Iteration 61Q (8761.500783 sec): 3 clusters Score: Raw -27441980.030104 + Penalty 2388.160691 = -27439591.869414 nChanged 650 SP:Iteration 62Q (8761.851617 sec): 3 clusters Score: Raw -27442042.058645 + Penalty 2388.160691 = -27439653.897954 nChanged 612 SP:Iteration 63Q (8762.198128 sec): 3 clusters Score: Raw -27442101.115332 + Penalty 2388.160691 = -27439712.954641 nChanged 614 SP:Iteration 64Q (8762.561677 sec): 3 clusters Score: Raw -27442161.722648 + Penalty 2388.160691 = -27439773.561957 nChanged 603 SP:Iteration 65Q (8762.934074 sec): 3 clusters Score: Raw -27442218.810011 + Penalty 2388.160691 = -27439830.649321 nChanged 595 SP:Iteration 66Q (8763.297817 sec): 3 clusters Score: Raw -27442274.146051 + Penalty 2388.160691 = -27439885.985360 nChanged 555 SP:Iteration 67Q (8763.658928 sec): 3 clusters Score: Raw -27442322.513311 + Penalty 2388.160691 = -27439934.352620 nChanged 516 SP:Iteration 68Q (8764.004596 sec): 3 clusters Score: Raw -27442366.828552 + Penalty 2388.160691 = -27439978.667862 nChanged 504 SP:Iteration 69Q (8764.348427 sec): 3 clusters Score: Raw -27442410.322227 + Penalty 2388.160691 = -27440022.161536 nChanged 487 SP:Iteration 70Q (8764.701385 sec): 3 clusters Score: Raw -27442452.451616 + Penalty 2388.160691 = -27440064.290925 nChanged 484 SP:Iteration 71Q (8765.071613 sec): 3 clusters Score: Raw -27442491.564589 + Penalty 2388.160691 = -27440103.403898 nChanged 428 SP:Iteration 72Q (8765.410338 sec): 3 clusters Score: Raw -27442521.886723 + Penalty 2388.160691 = -27440133.726032 nChanged 383 SP:Iteration 73Q (8765.729480 sec): 3 clusters Score: Raw -27442547.908901 + Penalty 2388.160691 = -27440159.748210 nChanged 376 SP:Iteration 74Q (8766.055252 sec): 3 clusters Score: Raw -27442574.140261 + Penalty 2388.160691 = -27440185.979571 nChanged 376 SP:Iteration 75Q (8766.411709 sec): 3 clusters Score: Raw -27442601.927127 + Penalty 2388.160691 = -27440213.766436 nChanged 372 SP:Iteration 76Q (8766.771197 sec): 3 clusters Score: Raw -27442629.836250 + Penalty 2388.160691 = -27440241.675559 nChanged 371 SP:Iteration 77Q (8767.095796 sec): 3 clusters Score: Raw -27442657.504998 + Penalty 2388.160691 = -27440269.344307 nChanged 370 SP:Iteration 78Q (8767.421421 sec): 3 clusters Score: Raw -27442684.613762 + Penalty 2388.160691 = -27440296.453071 nChanged 359 SP:Iteration 79Q (8767.798249 sec): 3 clusters Score: Raw -27442710.451118 + Penalty 2388.160691 = -27440322.290427 nChanged 376 SP:Iteration 80F (8768.218386 sec): 3 clusters Score: Raw -27442737.978599 + Penalty 2388.160691 = -27440349.817908 nChanged 359 SP:Iteration 81Q (8768.576453 sec): 3 clusters Score: Raw -27442764.801363 + Penalty 2388.160691 = -27440376.640673 nChanged 369 SP:Iteration 82Q (8768.932761 sec): 3 clusters Score: Raw -27442792.396680 + Penalty 2388.160691 = -27440404.235990 nChanged 377 SP:Iteration 83Q (8769.267062 sec): 3 clusters Score: Raw -27442820.378845 + Penalty 2388.160691 = -27440432.218155 nChanged 342 SP:Iteration 84Q (8769.634514 sec): 3 clusters Score: Raw -27442844.528092 + Penalty 2388.160691 = -27440456.367401 nChanged 331 SP:Iteration 85Q (8769.985331 sec): 3 clusters Score: Raw -27442866.693554 + Penalty 2388.160691 = -27440478.532863 nChanged 339 SP:Iteration 86Q (8770.311963 sec): 3 clusters Score: Raw -27442889.555403 + Penalty 2388.160691 = -27440501.394712 nChanged 316 SP:Iteration 87Q (8770.645948 sec): 3 clusters Score: Raw -27442909.727939 + Penalty 2388.160691 = -27440521.567248 nChanged 298 SP:Iteration 88Q (8770.984632 sec): 3 clusters Score: Raw -27442928.795850 + Penalty 2388.160691 = -27440540.635159 nChanged 306 SP:Iteration 89Q (8771.349736 sec): 3 clusters Score: Raw -27442949.784289 + Penalty 2388.160691 = -27440561.623598 nChanged 313 SP:Iteration 90Q (8771.703681 sec): 3 clusters Score: Raw -27442971.171047 + Penalty 2388.160691 = -27440583.010357 nChanged 321 SP:Iteration 91Q (8772.045261 sec): 3 clusters Score: Raw -27442993.072304 + Penalty 2388.160691 = -27440604.911613 nChanged 317 SP:Iteration 92Q (8772.402545 sec): 3 clusters Score: Raw -27443015.087677 + Penalty 2388.160691 = -27440626.926986 nChanged 306 SP:Iteration 93Q (8772.761798 sec): 3 clusters Score: Raw -27443035.367636 + Penalty 2388.160691 = -27440647.206945 nChanged 288 SP:Iteration 94Q (8773.113491 sec): 3 clusters Score: Raw -27443054.230071 + Penalty 2388.160691 = -27440666.069380 nChanged 272 SP:Iteration 95Q (8773.478652 sec): 3 clusters Score: Raw -27443072.110663 + Penalty 2388.160691 = -27440683.949972 nChanged 286 SP:Iteration 96Q (8773.837317 sec): 3 clusters Score: Raw -27443091.755208 + Penalty 2388.160691 = -27440703.594518 nChanged 270 SP:Iteration 97Q (8774.190099 sec): 3 clusters Score: Raw -27443109.671825 + Penalty 2388.160691 = -27440721.511135 nChanged 254 SP:Iteration 98Q (8774.544997 sec): 3 clusters Score: Raw -27443126.015026 + Penalty 2388.160691 = -27440737.854335 nChanged 243 SP:Iteration 99Q (8774.876399 sec): 3 clusters Score: Raw -27443142.003554 + Penalty 2388.160691 = -27440753.842864 nChanged 258 SP:Iteration 100F (8775.291600 sec): 3 clusters Score: Raw -27443160.226488 + Penalty 2388.160691 = -27440772.065798 nChanged 270 SP:Iteration 101Q (8775.683420 sec): 3 clusters Score: Raw -27443178.839425 + Penalty 2388.160691 = -27440790.678734 nChanged 261 SP:Iteration 102Q (8776.030418 sec): 3 clusters Score: Raw -27443196.922139 + Penalty 2388.160691 = -27440808.761448 nChanged 271 SP:Iteration 103Q (8776.397377 sec): 3 clusters Score: Raw -27443216.520747 + Penalty 2388.160691 = -27440828.360057 nChanged 279 SP:Iteration 104Q (8776.740397 sec): 3 clusters Score: Raw -27443236.402249 + Penalty 2388.160691 = -27440848.241558 nChanged 277 SP:Iteration 105Q (8777.092774 sec): 3 clusters Score: Raw -27443255.417266 + Penalty 2388.160691 = -27440867.256576 nChanged 277 SP:Iteration 106Q (8777.434382 sec): 3 clusters Score: Raw -27443274.766662 + Penalty 2388.160691 = -27440886.605971 nChanged 281 SP:Iteration 107Q (8777.780209 sec): 3 clusters Score: Raw -27443295.833930 + Penalty 2388.160691 = -27440907.673239 nChanged 272 SP:Iteration 108Q (8778.129313 sec): 3 clusters Score: Raw -27443315.223911 + Penalty 2388.160691 = -27440927.063220 nChanged 255 SP:Iteration 109Q (8778.486187 sec): 3 clusters Score: Raw -27443331.494491 + Penalty 2388.160691 = -27440943.333800 nChanged 223 SP:Iteration 110Q (8778.822203 sec): 3 clusters Score: Raw -27443344.759629 + Penalty 2388.160691 = -27440956.598939 nChanged 215 SP:Iteration 111Q (8779.153095 sec): 3 clusters Score: Raw -27443357.433273 + Penalty 2388.160691 = -27440969.272583 nChanged 209 SP:Iteration 112Q (8779.519487 sec): 3 clusters Score: Raw -27443369.319730 + Penalty 2388.160691 = -27440981.159039 nChanged 213 SP:Iteration 113Q (8779.880297 sec): 3 clusters Score: Raw -27443381.428997 + Penalty 2388.160691 = -27440993.268306 nChanged 211 SP:Iteration 114Q (8780.239421 sec): 3 clusters Score: Raw -27443394.473450 + Penalty 2388.160691 = -27441006.312759 nChanged 222 SP:Iteration 115Q (8780.577508 sec): 3 clusters Score: Raw -27443409.780119 + Penalty 2388.160691 = -27441021.619428 nChanged 240 SP:Iteration 116Q (8780.914303 sec): 3 clusters Score: Raw -27443426.819521 + Penalty 2388.160691 = -27441038.658830 nChanged 245 SP:Iteration 117Q (8781.244134 sec): 3 clusters Score: Raw -27443443.311632 + Penalty 2388.160691 = -27441055.150941 nChanged 217 SP:Iteration 118Q (8781.572888 sec): 3 clusters Score: Raw -27443456.296416 + Penalty 2388.160691 = -27441068.135725 nChanged 185 SP:Iteration 119Q (8781.918495 sec): 3 clusters Score: Raw -27443465.487365 + Penalty 2388.160691 = -27441077.326675 nChanged 155 SP:Iteration 120F (8782.322164 sec): 3 clusters Score: Raw -27443472.574703 + Penalty 2388.160691 = -27441084.414012 nChanged 146 SP:Iteration 121Q (8782.658815 sec): 3 clusters Score: Raw -27443479.242061 + Penalty 2388.160691 = -27441091.081370 nChanged 140 SP:Iteration 122Q (8783.010191 sec): 3 clusters Score: Raw -27443486.058075 + Penalty 2388.160691 = -27441097.897385 nChanged 146 SP:Iteration 123Q (8783.352483 sec): 3 clusters Score: Raw -27443493.144325 + Penalty 2388.160691 = -27441104.983634 nChanged 150 SP:Iteration 124Q (8783.705350 sec): 3 clusters Score: Raw -27443501.526820 + Penalty 2388.160691 = -27441113.366129 nChanged 144 SP:Iteration 125Q (8784.058156 sec): 3 clusters Score: Raw -27443508.244491 + Penalty 2388.160691 = -27441120.083800 nChanged 143 SP:Iteration 126Q (8784.418492 sec): 3 clusters Score: Raw -27443515.207364 + Penalty 2388.160691 = -27441127.046674 nChanged 147 SP:Iteration 127Q (8784.774680 sec): 3 clusters Score: Raw -27443522.519634 + Penalty 2388.160691 = -27441134.358943 nChanged 149 SP:Iteration 128Q (8785.116571 sec): 3 clusters Score: Raw -27443530.073937 + Penalty 2388.160691 = -27441141.913246 nChanged 156 SP:Iteration 129Q (8785.450406 sec): 3 clusters Score: Raw -27443537.674086 + Penalty 2388.160691 = -27441149.513396 nChanged 157 SP:Iteration 130Q (8785.794978 sec): 3 clusters Score: Raw -27443547.169163 + Penalty 2388.160691 = -27441159.008472 nChanged 176 SP:Iteration 131Q (8786.123363 sec): 3 clusters Score: Raw -27443558.290391 + Penalty 2388.160691 = -27441170.129701 nChanged 184 SP:Iteration 132Q (8786.450797 sec): 3 clusters Score: Raw -27443569.975719 + Penalty 2388.160691 = -27441181.815029 nChanged 188 SP:Iteration 133Q (8786.760385 sec): 3 clusters Score: Raw -27443582.262546 + Penalty 2388.160691 = -27441194.101856 nChanged 199 SP:Iteration 134Q (8787.100609 sec): 3 clusters Score: Raw -27443594.864841 + Penalty 2388.160691 = -27441206.704151 nChanged 187 SP:Iteration 135Q (8787.457224 sec): 3 clusters Score: Raw -27443606.260499 + Penalty 2388.160691 = -27441218.099808 nChanged 171 SP:Iteration 136Q (8787.805832 sec): 3 clusters Score: Raw -27443616.716200 + Penalty 2388.160691 = -27441228.555509 nChanged 166 SP:Iteration 137Q (8788.162458 sec): 3 clusters Score: Raw -27443627.578154 + Penalty 2388.160691 = -27441239.417463 nChanged 172 SP:Iteration 138Q (8788.521549 sec): 3 clusters Score: Raw -27443638.754497 + Penalty 2388.160691 = -27441250.593806 nChanged 169 SP:Iteration 139Q (8788.860429 sec): 3 clusters Score: Raw -27443649.836269 + Penalty 2388.160691 = -27441261.675579 nChanged 180 SP:Iteration 140F (8789.267320 sec): 3 clusters Score: Raw -27443662.534039 + Penalty 2388.160691 = -27441274.373348 nChanged 191 SP:Iteration 141Q (8789.621666 sec): 3 clusters Score: Raw -27443676.711804 + Penalty 2388.160691 = -27441288.551113 nChanged 199 SP:Iteration 142Q (8789.974015 sec): 3 clusters Score: Raw -27443690.959006 + Penalty 2388.160691 = -27441302.798315 nChanged 201 SP:Iteration 143Q (8790.305970 sec): 3 clusters Score: Raw -27443705.688167 + Penalty 2388.160691 = -27441317.527476 nChanged 203 SP:Iteration 144Q (8790.656226 sec): 3 clusters Score: Raw -27443720.648130 + Penalty 2388.160691 = -27441332.487439 nChanged 210 SP:Iteration 145Q (8791.011385 sec): 3 clusters Score: Raw -27443736.090144 + Penalty 2388.160691 = -27441347.929454 nChanged 199 SP:Iteration 146Q (8791.339575 sec): 3 clusters Score: Raw -27443749.773784 + Penalty 2388.160691 = -27441361.613093 nChanged 194 SP:Iteration 147Q (8791.659170 sec): 3 clusters Score: Raw -27443763.168427 + Penalty 2388.160691 = -27441375.007737 nChanged 200 SP:Iteration 148Q (8791.970869 sec): 3 clusters Score: Raw -27443777.457916 + Penalty 2388.160691 = -27441389.297225 nChanged 199 SP:Iteration 149Q (8792.297697 sec): 3 clusters Score: Raw -27443793.216423 + Penalty 2388.160691 = -27441405.055733 nChanged 213 SP:Iteration 150Q (8792.648239 sec): 3 clusters Score: Raw -27443812.138608 + Penalty 2388.160691 = -27441423.977917 nChanged 230 SP:Iteration 151Q (8792.994266 sec): 3 clusters Score: Raw -27443833.243495 + Penalty 2388.160691 = -27441445.082804 nChanged 243 SP:Iteration 152Q (8793.326521 sec): 3 clusters Score: Raw -27443858.104804 + Penalty 2388.160691 = -27441469.944113 nChanged 266 SP:Iteration 153Q (8793.668333 sec): 3 clusters Score: Raw -27443886.765475 + Penalty 2388.160691 = -27441498.604784 nChanged 272 SP:Iteration 154Q (8793.998432 sec): 3 clusters Score: Raw -27443915.499550 + Penalty 2388.160691 = -27441527.338859 nChanged 279 SP:Iteration 155Q (8794.345692 sec): 3 clusters Score: Raw -27443942.630546 + Penalty 2388.160691 = -27441554.469855 nChanged 266 SP:Iteration 156Q (8794.693072 sec): 3 clusters Score: Raw -27443968.625923 + Penalty 2388.160691 = -27441580.465232 nChanged 261 SP:Iteration 157Q (8795.023129 sec): 3 clusters Score: Raw -27443996.590461 + Penalty 2388.160691 = -27441608.429771 nChanged 281 SP:Iteration 158Q (8795.370040 sec): 3 clusters Score: Raw -27444028.929390 + Penalty 2388.160691 = -27441640.768699 nChanged 291 SP:Iteration 159Q (8795.715384 sec): 3 clusters Score: Raw -27444061.912058 + Penalty 2388.160691 = -27441673.751367 nChanged 284 SP:Iteration 160F (8796.102461 sec): 3 clusters Score: Raw -27444094.034497 + Penalty 2388.160691 = -27441705.873806 nChanged 300 SP:Iteration 161Q (8796.429300 sec): 3 clusters Score: Raw -27444127.582865 + Penalty 2388.160691 = -27441739.422175 nChanged 298 SP:Iteration 162Q (8796.753197 sec): 3 clusters Score: Raw -27444160.910304 + Penalty 2388.160691 = -27441772.749614 nChanged 287 SP:Iteration 163Q (8797.072591 sec): 3 clusters Score: Raw -27444191.398678 + Penalty 2388.160691 = -27441803.237988 nChanged 277 SP:Iteration 164Q (8797.411363 sec): 3 clusters Score: Raw -27444221.234165 + Penalty 2388.160691 = -27441833.073474 nChanged 292 SP:Iteration 165Q (8797.741671 sec): 3 clusters Score: Raw -27444255.814064 + Penalty 2388.160691 = -27441867.653373 nChanged 297 SP:Iteration 166Q (8798.072715 sec): 3 clusters Score: Raw -27444291.944477 + Penalty 2388.160691 = -27441903.783786 nChanged 298 SP:Iteration 167Q (8798.420419 sec): 3 clusters Score: Raw -27444327.869514 + Penalty 2388.160691 = -27441939.708823 nChanged 309 SP:Iteration 168Q (8798.760345 sec): 3 clusters Score: Raw -27444369.581079 + Penalty 2388.160691 = -27441981.420388 nChanged 352 SP:Iteration 169Q (8799.106587 sec): 3 clusters Score: Raw -27444425.744864 + Penalty 2388.160691 = -27442037.584173 nChanged 374 SP:Iteration 170Q (8799.437360 sec): 3 clusters Score: Raw -27444486.109282 + Penalty 2388.160691 = -27442097.948591 nChanged 381 SP:Iteration 171Q (8799.776545 sec): 3 clusters Score: Raw -27444549.726989 + Penalty 2388.160691 = -27442161.566299 nChanged 387 SP:Iteration 172Q (8800.117139 sec): 3 clusters Score: Raw -27444614.860676 + Penalty 2388.160691 = -27442226.699985 nChanged 368 SP:Iteration 173Q (8800.444372 sec): 3 clusters Score: Raw -27444675.288543 + Penalty 2388.160691 = -27442287.127852 nChanged 350 SP:Iteration 174Q (8800.792832 sec): 3 clusters Score: Raw -27444734.086414 + Penalty 2388.160691 = -27442345.925723 nChanged 337 SP:Iteration 175Q (8801.102152 sec): 3 clusters Score: Raw -27444792.785484 + Penalty 2388.160691 = -27442404.624794 nChanged 355 SP:Iteration 176Q (8801.433117 sec): 3 clusters Score: Raw -27444858.366488 + Penalty 2388.160691 = -27442470.205797 nChanged 354 SP:Iteration 177Q (8801.759123 sec): 3 clusters Score: Raw -27444925.434663 + Penalty 2388.160691 = -27442537.273973 nChanged 384 SP:Iteration 178Q (8802.077640 sec): 3 clusters Score: Raw -27445005.055458 + Penalty 2388.160691 = -27442616.894768 nChanged 388 SP:Iteration 179Q (8802.398960 sec): 3 clusters Score: Raw -27445090.763375 + Penalty 2388.160691 = -27442702.602684 nChanged 407 SP:Iteration 180F (8802.807723 sec): 3 clusters Score: Raw -27445181.477344 + Penalty 2388.160691 = -27442793.316653 nChanged 413 SP:Iteration 181Q (8803.145669 sec): 3 clusters Score: Raw -27445276.386305 + Penalty 2388.160691 = -27442888.225614 nChanged 383 SP:Iteration 182Q (8803.482026 sec): 3 clusters Score: Raw -27445378.372162 + Penalty 2388.160691 = -27442990.211472 nChanged 392 SP:Iteration 183Q (8803.815593 sec): 3 clusters Score: Raw -27445486.911919 + Penalty 2388.160691 = -27443098.751228 nChanged 378 SP:Iteration 184Q (8804.148912 sec): 3 clusters Score: Raw -27445589.416021 + Penalty 2388.160691 = -27443201.255330 nChanged 349 SP:Iteration 185Q (8804.489143 sec): 3 clusters Score: Raw -27445687.715980 + Penalty 2388.160691 = -27443299.555289 nChanged 326 SP:Iteration 186Q (8804.819747 sec): 3 clusters Score: Raw -27445778.818799 + Penalty 2388.160691 = -27443390.658108 nChanged 298 SP:Iteration 187Q (8805.165642 sec): 3 clusters Score: Raw -27445858.750436 + Penalty 2388.160691 = -27443470.589745 nChanged 272 SP:Iteration 188Q (8805.511221 sec): 3 clusters Score: Raw -27445938.784979 + Penalty 2388.160691 = -27443550.624288 nChanged 254 SP:Iteration 189Q (8805.851572 sec): 3 clusters Score: Raw -27446009.834053 + Penalty 2388.160691 = -27443621.673363 nChanged 208 SP:Iteration 190Q (8806.183939 sec): 3 clusters Score: Raw -27446063.077462 + Penalty 2388.160691 = -27443674.916771 nChanged 170 SP:Iteration 191Q (8806.502139 sec): 3 clusters Score: Raw -27446108.965036 + Penalty 2388.160691 = -27443720.804345 nChanged 152 SP:Iteration 192Q (8806.814916 sec): 3 clusters Score: Raw -27446147.230172 + Penalty 2388.160691 = -27443759.069481 nChanged 153 SP:Iteration 193Q (8807.132175 sec): 3 clusters Score: Raw -27446182.184940 + Penalty 2388.160691 = -27443794.024250 nChanged 128 SP:Iteration 194Q (8807.479896 sec): 3 clusters Score: Raw -27446212.358078 + Penalty 2388.160691 = -27443824.197387 nChanged 119 SP:Iteration 195Q (8807.805057 sec): 3 clusters Score: Raw -27446242.240067 + Penalty 2388.160691 = -27443854.079376 nChanged 103 SP:Iteration 196Q (8808.125829 sec): 3 clusters Score: Raw -27446272.045391 + Penalty 2388.160691 = -27443883.884700 nChanged 89 SP:Iteration 197Q (8808.468494 sec): 3 clusters Score: Raw -27446292.654692 + Penalty 2388.160691 = -27443904.494001 nChanged 74 SP:Iteration 198Q (8808.802685 sec): 3 clusters Score: Raw -27446309.760981 + Penalty 2388.160691 = -27443921.600290 nChanged 61 SP:Iteration 199Q (8809.129746 sec): 3 clusters Score: Raw -27446324.284191 + Penalty 2388.160691 = -27443936.123500 nChanged 76 SP:Iteration 200F (8809.533868 sec): 3 clusters Score: Raw -27446344.732648 + Penalty 2388.160691 = -27443956.571957 nChanged 83 SP:Iteration 201Q (8809.862057 sec): 3 clusters Score: Raw -27446363.675512 + Penalty 2388.160691 = -27443975.514822 nChanged 63 SP:Iteration 202Q (8810.185436 sec): 3 clusters Score: Raw -27446375.967446 + Penalty 2388.160691 = -27443987.806755 nChanged 50 SP:Iteration 203Q (8810.515403 sec): 3 clusters Score: Raw -27446387.930124 + Penalty 2388.160691 = -27443999.769434 nChanged 59 SP:Iteration 204Q (8810.854053 sec): 3 clusters Score: Raw -27446399.258889 + Penalty 2388.160691 = -27444011.098198 nChanged 46 SP:Iteration 205Q (8811.183779 sec): 3 clusters Score: Raw -27446409.329338 + Penalty 2388.160691 = -27444021.168647 nChanged 35 SP:Iteration 206Q (8811.500094 sec): 3 clusters Score: Raw -27446415.179456 + Penalty 2388.160691 = -27444027.018765 nChanged 31 SP:Iteration 207Q (8811.817152 sec): 3 clusters Score: Raw -27446421.240622 + Penalty 2388.160691 = -27444033.079931 nChanged 35 SP:Iteration 208Q (8812.132860 sec): 3 clusters Score: Raw -27446426.031763 + Penalty 2388.160691 = -27444037.871072 nChanged 25 SP:Iteration 209Q (8812.450446 sec): 3 clusters Score: Raw -27446429.985319 + Penalty 2388.160691 = -27444041.824628 nChanged 21 SP:Iteration 210Q (8812.782701 sec): 3 clusters Score: Raw -27446433.525411 + Penalty 2388.160691 = -27444045.364721 nChanged 22 SP:Iteration 211Q (8813.117161 sec): 3 clusters Score: Raw -27446436.021604 + Penalty 2388.160691 = -27444047.860913 nChanged 17 SP:Iteration 212Q (8813.455576 sec): 3 clusters Score: Raw -27446437.895874 + Penalty 2388.160691 = -27444049.735183 nChanged 15 SP:Iteration 213Q (8813.774547 sec): 3 clusters Score: Raw -27446440.858671 + Penalty 2388.160691 = -27444052.697980 nChanged 12 SP:Iteration 214Q (8814.108275 sec): 3 clusters Score: Raw -27446443.688581 + Penalty 2388.160691 = -27444055.527890 nChanged 12 SP:Iteration 215Q (8814.451207 sec): 3 clusters Score: Raw -27446447.180320 + Penalty 2388.160691 = -27444059.019629 nChanged 20 SP:Iteration 216Q (8814.793864 sec): 3 clusters Score: Raw -27446450.667821 + Penalty 2388.160691 = -27444062.507131 nChanged 19 SP:Iteration 217Q (8815.130437 sec): 3 clusters Score: Raw -27446454.293392 + Penalty 2388.160691 = -27444066.132701 nChanged 17 SP:Iteration 218Q (8815.477763 sec): 3 clusters Score: Raw -27446456.990428 + Penalty 2388.160691 = -27444068.829738 nChanged 14 SP:Iteration 219Q (8815.811868 sec): 3 clusters Score: Raw -27446459.317765 + Penalty 2388.160691 = -27444071.157074 nChanged 14 SP:Iteration 220F (8816.210230 sec): 3 clusters Score: Raw -27446461.312588 + Penalty 2388.160691 = -27444073.151897 nChanged 10 SP:Iteration 221Q (8816.533005 sec): 3 clusters Score: Raw -27446462.338696 + Penalty 2388.160691 = -27444074.178006 nChanged 8 SP:Iteration 222Q (8816.868762 sec): 3 clusters Score: Raw -27446463.226647 + Penalty 2388.160691 = -27444075.065957 nChanged 6 SP:Iteration 223Q (8817.183093 sec): 3 clusters Score: Raw -27446464.011176 + Penalty 2388.160691 = -27444075.850485 nChanged 6 SP:Iteration 224Q (8817.489073 sec): 3 clusters Score: Raw -27446464.836002 + Penalty 2388.160691 = -27444076.675311 nChanged 4 SP:Iteration 225Q (8817.795076 sec): 3 clusters Score: Raw -27446465.337495 + Penalty 2388.160691 = -27444077.176805 nChanged 8 SP:Iteration 226Q (8818.120969 sec): 3 clusters Score: Raw -27446466.743498 + Penalty 2388.160691 = -27444078.582807 nChanged 6 SP:Iteration 227Q (8818.449971 sec): 3 clusters Score: Raw -27446467.405710 + Penalty 2388.160691 = -27444079.245019 nChanged 9 SP:Iteration 228Q (8818.782672 sec): 3 clusters Score: Raw -27446468.526437 + Penalty 2388.160691 = -27444080.365746 nChanged 7 SP:Iteration 229Q (8819.098567 sec): 3 clusters Score: Raw -27446469.461571 + Penalty 2388.160691 = -27444081.300880 nChanged 4 SP:Iteration 230Q (8819.426594 sec): 3 clusters Score: Raw -27446470.142112 + Penalty 2388.160691 = -27444081.981421 nChanged 5 SP:Iteration 231Q (8819.755410 sec): 3 clusters Score: Raw -27446470.883895 + Penalty 2388.160691 = -27444082.723205 nChanged 2 SP:Iteration 232Q (8820.085053 sec): 3 clusters Score: Raw -27446471.075004 + Penalty 2388.160691 = -27444082.914313 nChanged 0 SP:Iteration 233F (8820.475540 sec): 3 clusters Score: Raw -27446471.075004 + Penalty 2388.160691 = -27444082.914313 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8820.525999 sec): 2 clusters Score: Raw -216729.266010 + Penalty 751.261847 = -215978.004163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8820.579100 sec): 3 clusters Score: Raw -215327.456989 + Penalty 1502.523694 = -213824.933294 nChanged 1092 SP:Iteration 1F (8820.631957 sec): 3 clusters Score: Raw -215995.253320 + Penalty 1502.523694 = -214492.729626 nChanged 226 SP:Iteration 2F (8820.680699 sec): 3 clusters Score: Raw -216141.762059 + Penalty 1502.523694 = -214639.238364 nChanged 166 SP:Iteration 3F (8820.720238 sec): 3 clusters Score: Raw -216219.073304 + Penalty 1502.523694 = -214716.549610 nChanged 116 SP:Iteration 4Q (8820.773501 sec): 3 clusters Score: Raw -216287.152743 + Penalty 1502.523694 = -214784.629048 nChanged 102 SP:Iteration 5Q (8820.825418 sec): 3 clusters Score: Raw -216359.725504 + Penalty 1502.523694 = -214857.201809 nChanged 93 SP:Iteration 6Q (8820.877589 sec): 3 clusters Score: Raw -216422.278643 + Penalty 1502.523694 = -214919.754949 nChanged 93 SP:Iteration 7Q (8820.931302 sec): 3 clusters Score: Raw -216489.026779 + Penalty 1502.523694 = -214986.503084 nChanged 93 SP:Iteration 8Q (8820.984942 sec): 3 clusters Score: Raw -216551.946173 + Penalty 1502.523694 = -215049.422479 nChanged 98 SP:Iteration 9Q (8821.039027 sec): 3 clusters Score: Raw -216625.050376 + Penalty 1502.523694 = -215122.526682 nChanged 114 SP:Iteration 10Q (8821.082186 sec): 3 clusters Score: Raw -216700.579308 + Penalty 1502.523694 = -215198.055613 nChanged 96 SP:Iteration 11Q (8821.122139 sec): 3 clusters Score: Raw -216768.976141 + Penalty 1502.523694 = -215266.452446 nChanged 89 SP:Iteration 12Q (8821.179464 sec): 3 clusters Score: Raw -216840.319586 + Penalty 1502.523694 = -215337.795891 nChanged 75 SP:Iteration 13Q (8821.220162 sec): 3 clusters Score: Raw -216885.274125 + Penalty 1502.523694 = -215382.750431 nChanged 69 SP:Iteration 14Q (8821.260095 sec): 3 clusters Score: Raw -216927.932050 + Penalty 1502.523694 = -215425.408355 nChanged 66 SP:Iteration 15Q (8821.306799 sec): 3 clusters Score: Raw -216968.066583 + Penalty 1502.523694 = -215465.542889 nChanged 63 SP:Iteration 16Q (8821.358582 sec): 3 clusters Score: Raw -217004.173144 + Penalty 1502.523694 = -215501.649449 nChanged 51 SP:Iteration 17Q (8821.412396 sec): 3 clusters Score: Raw -217036.539455 + Penalty 1502.523694 = -215534.015761 nChanged 45 SP:Iteration 18Q (8821.460905 sec): 3 clusters Score: Raw -217063.279746 + Penalty 1502.523694 = -215560.756051 nChanged 50 SP:Iteration 19Q (8821.504857 sec): 3 clusters Score: Raw -217088.175136 + Penalty 1502.523694 = -215585.651442 nChanged 33 SP:Iteration 20F (8821.552874 sec): 3 clusters Score: Raw -217105.665872 + Penalty 1502.523694 = -215603.142178 nChanged 32 SP:Iteration 21Q (8821.605714 sec): 3 clusters Score: Raw -217122.500521 + Penalty 1502.523694 = -215619.976827 nChanged 30 SP:Iteration 22Q (8821.661388 sec): 3 clusters Score: Raw -217138.224600 + Penalty 1502.523694 = -215635.700906 nChanged 23 SP:Iteration 23Q (8821.699376 sec): 3 clusters Score: Raw -217149.455765 + Penalty 1502.523694 = -215646.932071 nChanged 26 SP:Iteration 24Q (8821.756516 sec): 3 clusters Score: Raw -217165.579207 + Penalty 1502.523694 = -215663.055512 nChanged 27 SP:Iteration 25Q (8821.805128 sec): 3 clusters Score: Raw -217184.709116 + Penalty 1502.523694 = -215682.185421 nChanged 23 SP:Iteration 26Q (8821.847961 sec): 3 clusters Score: Raw -217198.129045 + Penalty 1502.523694 = -215695.605350 nChanged 15 SP:Iteration 27Q (8821.900524 sec): 3 clusters Score: Raw -217209.479036 + Penalty 1502.523694 = -215706.955341 nChanged 20 SP:Iteration 28Q (8821.953278 sec): 3 clusters Score: Raw -217225.966735 + Penalty 1502.523694 = -215723.443040 nChanged 21 SP:Iteration 29Q (8822.005894 sec): 3 clusters Score: Raw -217242.111948 + Penalty 1502.523694 = -215739.588254 nChanged 20 SP:Iteration 30Q (8822.058401 sec): 3 clusters Score: Raw -217256.775836 + Penalty 1502.523694 = -215754.252142 nChanged 13 SP:Iteration 31Q (8822.109346 sec): 3 clusters Score: Raw -217268.368236 + Penalty 1502.523694 = -215765.844542 nChanged 9 SP:Iteration 32Q (8822.159854 sec): 3 clusters Score: Raw -217273.269874 + Penalty 1502.523694 = -215770.746180 nChanged 6 SP:Iteration 33Q (8822.203365 sec): 3 clusters Score: Raw -217275.974282 + Penalty 1502.523694 = -215773.450588 nChanged 8 SP:Iteration 34Q (8822.256418 sec): 3 clusters Score: Raw -217278.754241 + Penalty 1502.523694 = -215776.230546 nChanged 5 SP:Iteration 35Q (8822.303445 sec): 3 clusters Score: Raw -217280.312273 + Penalty 1502.523694 = -215777.788578 nChanged 2 SP:Iteration 36Q (8822.351181 sec): 3 clusters Score: Raw -217281.101991 + Penalty 1502.523694 = -215778.578297 nChanged 1 SP:Iteration 37Q (8822.405340 sec): 3 clusters Score: Raw -217281.667741 + Penalty 1502.523694 = -215779.144046 nChanged 2 SP:Iteration 38Q (8822.445223 sec): 3 clusters Score: Raw -217283.049851 + Penalty 1502.523694 = -215780.526157 nChanged 2 SP:Iteration 39Q (8822.501064 sec): 3 clusters Score: Raw -217283.874776 + Penalty 1502.523694 = -215781.351082 nChanged 2 SP:Iteration 40F (8822.548347 sec): 3 clusters Score: Raw -217284.398787 + Penalty 1502.523694 = -215781.875092 nChanged 1 SP:Iteration 41Q (8822.597562 sec): 3 clusters Score: Raw -217284.550932 + Penalty 1502.523694 = -215782.027238 nChanged 1 SP:Iteration 42Q (8822.637421 sec): 3 clusters Score: Raw -217284.671673 + Penalty 1502.523694 = -215782.147979 nChanged 0 SP:Iteration 43F (8822.694273 sec): 3 clusters Score: Raw -217284.671673 + Penalty 1502.523694 = -215782.147979 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8822.713795 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8822.777827 sec): 3 clusters Score: Raw -163958.203820 + Penalty 1431.909148 = -162526.294672 nChanged 719 SP:Iteration 1F (8822.829622 sec): 3 clusters Score: Raw -164491.894488 + Penalty 1431.909148 = -163059.985339 nChanged 168 SP:Iteration 2F (8822.879459 sec): 3 clusters Score: Raw -164627.023302 + Penalty 1431.909148 = -163195.114154 nChanged 113 SP:Iteration 3F (8822.927727 sec): 3 clusters Score: Raw -164707.980211 + Penalty 1431.909148 = -163276.071062 nChanged 67 SP:Iteration 4Q (8822.975379 sec): 3 clusters Score: Raw -164750.115601 + Penalty 1431.909148 = -163318.206453 nChanged 63 SP:Iteration 5Q (8823.018721 sec): 3 clusters Score: Raw -164783.409855 + Penalty 1431.909148 = -163351.500707 nChanged 47 SP:Iteration 6Q (8823.074016 sec): 3 clusters Score: Raw -164816.091635 + Penalty 1431.909148 = -163384.182487 nChanged 44 SP:Iteration 7Q (8823.110546 sec): 3 clusters Score: Raw -164842.988010 + Penalty 1431.909148 = -163411.078862 nChanged 43 SP:Iteration 8Q (8823.170505 sec): 3 clusters Score: Raw -164867.850258 + Penalty 1431.909148 = -163435.941110 nChanged 40 SP:Iteration 9Q (8823.208813 sec): 3 clusters Score: Raw -164892.013031 + Penalty 1431.909148 = -163460.103883 nChanged 37 SP:Iteration 10Q (8823.269054 sec): 3 clusters Score: Raw -164915.147016 + Penalty 1431.909148 = -163483.237867 nChanged 28 SP:Iteration 11Q (8823.308318 sec): 3 clusters Score: Raw -164925.539674 + Penalty 1431.909148 = -163493.630526 nChanged 17 SP:Iteration 12Q (8823.361271 sec): 3 clusters Score: Raw -164931.759864 + Penalty 1431.909148 = -163499.850715 nChanged 17 SP:Iteration 13Q (8823.406702 sec): 3 clusters Score: Raw -164943.038990 + Penalty 1431.909148 = -163511.129842 nChanged 28 SP:Iteration 14Q (8823.453129 sec): 3 clusters Score: Raw -164957.766129 + Penalty 1431.909148 = -163525.856981 nChanged 25 SP:Iteration 15Q (8823.495010 sec): 3 clusters Score: Raw -164972.189306 + Penalty 1431.909148 = -163540.280158 nChanged 17 SP:Iteration 16Q (8823.533399 sec): 3 clusters Score: Raw -164979.340921 + Penalty 1431.909148 = -163547.431772 nChanged 11 SP:Iteration 17Q (8823.584304 sec): 3 clusters Score: Raw -164985.019162 + Penalty 1431.909148 = -163553.110014 nChanged 8 SP:Iteration 18Q (8823.622687 sec): 3 clusters Score: Raw -164989.065013 + Penalty 1431.909148 = -163557.155865 nChanged 10 SP:Iteration 19Q (8823.671562 sec): 3 clusters Score: Raw -164997.401291 + Penalty 1431.909148 = -163565.492143 nChanged 10 SP:Iteration 20F (8823.723066 sec): 3 clusters Score: Raw -165001.825934 + Penalty 1431.909148 = -163569.916785 nChanged 6 SP:Iteration 21Q (8823.777405 sec): 3 clusters Score: Raw -165004.103547 + Penalty 1431.909148 = -163572.194399 nChanged 5 SP:Iteration 22Q (8823.816525 sec): 3 clusters Score: Raw -165006.726707 + Penalty 1431.909148 = -163574.817559 nChanged 6 SP:Iteration 23Q (8823.871989 sec): 3 clusters Score: Raw -165009.025246 + Penalty 1431.909148 = -163577.116098 nChanged 3 SP:Iteration 24Q (8823.913910 sec): 3 clusters Score: Raw -165011.119927 + Penalty 1431.909148 = -163579.210779 nChanged 3 SP:Iteration 25Q (8823.968133 sec): 3 clusters Score: Raw -165012.698636 + Penalty 1431.909148 = -163580.789488 nChanged 5 SP:Iteration 26Q (8824.012375 sec): 3 clusters Score: Raw -165016.510506 + Penalty 1431.909148 = -163584.601357 nChanged 9 SP:Iteration 27Q (8824.064222 sec): 3 clusters Score: Raw -165021.129046 + Penalty 1431.909148 = -163589.219898 nChanged 6 SP:Iteration 28Q (8824.118898 sec): 3 clusters Score: Raw -165024.033070 + Penalty 1431.909148 = -163592.123922 nChanged 5 SP:Iteration 29Q (8824.167634 sec): 3 clusters Score: Raw -165026.309302 + Penalty 1431.909148 = -163594.400153 nChanged 8 SP:Iteration 30Q (8824.213439 sec): 3 clusters Score: Raw -165030.372051 + Penalty 1431.909148 = -163598.462903 nChanged 5 SP:Iteration 31Q (8824.257991 sec): 3 clusters Score: Raw -165033.099153 + Penalty 1431.909148 = -163601.190005 nChanged 5 SP:Iteration 32Q (8824.314600 sec): 3 clusters Score: Raw -165037.751071 + Penalty 1431.909148 = -163605.841923 nChanged 6 SP:Iteration 33Q (8824.363416 sec): 3 clusters Score: Raw -165040.628666 + Penalty 1431.909148 = -163608.719518 nChanged 1 SP:Iteration 34Q (8824.407243 sec): 3 clusters Score: Raw -165040.828371 + Penalty 1431.909148 = -163608.919222 nChanged 2 SP:Iteration 35Q (8824.448878 sec): 3 clusters Score: Raw -165041.341891 + Penalty 1431.909148 = -163609.432743 nChanged 2 SP:Iteration 36Q (8824.511815 sec): 3 clusters Score: Raw -165042.249139 + Penalty 1431.909148 = -163610.339990 nChanged 0 SP:Iteration 37F (8824.563383 sec): 3 clusters Score: Raw -165042.249139 + Penalty 1431.909148 = -163610.339990 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8824.590580 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8824.628484 sec): 3 clusters Score: Raw -69112.184728 + Penalty 1239.476838 = -67872.707890 nChanged 234 SP:Iteration 1F (8824.677182 sec): 3 clusters Score: Raw -69302.069852 + Penalty 1239.476838 = -68062.593014 nChanged 53 SP:Iteration 2F (8824.726473 sec): 3 clusters Score: Raw -69356.235658 + Penalty 1239.476838 = -68116.758820 nChanged 28 SP:Iteration 3Q (8824.779842 sec): 3 clusters Score: Raw -69381.328933 + Penalty 1239.476838 = -68141.852094 nChanged 11 SP:Iteration 4Q (8824.824316 sec): 3 clusters Score: Raw -69394.924182 + Penalty 1239.476838 = -68155.447344 nChanged 9 SP:Iteration 5Q (8824.869625 sec): 3 clusters Score: Raw -69402.073429 + Penalty 1239.476838 = -68162.596591 nChanged 7 SP:Iteration 6Q (8824.913253 sec): 3 clusters Score: Raw -69407.093938 + Penalty 1239.476838 = -68167.617100 nChanged 3 SP:Iteration 7Q (8824.962671 sec): 3 clusters Score: Raw -69410.508332 + Penalty 1239.476838 = -68171.031494 nChanged 2 SP:Iteration 8Q (8825.012142 sec): 3 clusters Score: Raw -69412.715213 + Penalty 1239.476838 = -68173.238375 nChanged 2 SP:Iteration 9Q (8825.055006 sec): 3 clusters Score: Raw -69414.344634 + Penalty 1239.476838 = -68174.867796 nChanged 1 SP:Iteration 10Q (8825.103414 sec): 3 clusters Score: Raw -69415.514350 + Penalty 1239.476838 = -68176.037512 nChanged 3 SP:Iteration 11Q (8825.153558 sec): 3 clusters Score: Raw -69417.605636 + Penalty 1239.476838 = -68178.128798 nChanged 1 SP:Iteration 12Q (8825.203448 sec): 3 clusters Score: Raw -69417.842193 + Penalty 1239.476838 = -68178.365354 nChanged 0 SP:Iteration 13F (8825.249094 sec): 3 clusters Score: Raw -69417.842193 + Penalty 1239.476838 = -68178.365354 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8825.288039 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8825.338630 sec): 3 clusters Score: Raw -223428.469365 + Penalty 1472.862013 = -221955.607352 nChanged 938 SP:Iteration 1F (8825.392534 sec): 3 clusters Score: Raw -223992.622569 + Penalty 1472.862013 = -222519.760555 nChanged 180 SP:Iteration 2F (8825.443112 sec): 3 clusters Score: Raw -224108.875182 + Penalty 1472.862013 = -222636.013169 nChanged 117 SP:Iteration 3F (8825.485208 sec): 3 clusters Score: Raw -224171.201730 + Penalty 1472.862013 = -222698.339717 nChanged 101 SP:Iteration 4Q (8825.535515 sec): 3 clusters Score: Raw -224221.964720 + Penalty 1472.862013 = -222749.102707 nChanged 84 SP:Iteration 5Q (8825.589827 sec): 3 clusters Score: Raw -224272.976946 + Penalty 1472.862013 = -222800.114933 nChanged 65 SP:Iteration 6Q (8825.639744 sec): 3 clusters Score: Raw -224305.877245 + Penalty 1472.862013 = -222833.015232 nChanged 65 SP:Iteration 7Q (8825.691901 sec): 3 clusters Score: Raw -224339.798311 + Penalty 1472.862013 = -222866.936298 nChanged 55 SP:Iteration 8Q (8825.730714 sec): 3 clusters Score: Raw -224367.729101 + Penalty 1472.862013 = -222894.867087 nChanged 41 SP:Iteration 9Q (8825.787668 sec): 3 clusters Score: Raw -224386.841606 + Penalty 1472.862013 = -222913.979593 nChanged 36 SP:Iteration 10Q (8825.821622 sec): 3 clusters Score: Raw -224402.481748 + Penalty 1472.862013 = -222929.619735 nChanged 34 SP:Iteration 11Q (8825.872086 sec): 3 clusters Score: Raw -224423.862333 + Penalty 1472.862013 = -222951.000320 nChanged 48 SP:Iteration 12Q (8825.918190 sec): 3 clusters Score: Raw -224459.317296 + Penalty 1472.862013 = -222986.455282 nChanged 52 SP:Iteration 13Q (8825.968530 sec): 3 clusters Score: Raw -224495.630370 + Penalty 1472.862013 = -223022.768357 nChanged 55 SP:Iteration 14Q (8826.020648 sec): 3 clusters Score: Raw -224529.842080 + Penalty 1472.862013 = -223056.980066 nChanged 46 SP:Iteration 15Q (8826.070295 sec): 3 clusters Score: Raw -224558.868132 + Penalty 1472.862013 = -223086.006118 nChanged 35 SP:Iteration 16Q (8826.121143 sec): 3 clusters Score: Raw -224582.849263 + Penalty 1472.862013 = -223109.987249 nChanged 39 SP:Iteration 17Q (8826.163967 sec): 3 clusters Score: Raw -224607.872121 + Penalty 1472.862013 = -223135.010108 nChanged 42 SP:Iteration 18Q (8826.209928 sec): 3 clusters Score: Raw -224642.753706 + Penalty 1472.862013 = -223169.891693 nChanged 40 SP:Iteration 19Q (8826.255898 sec): 3 clusters Score: Raw -224669.249916 + Penalty 1472.862013 = -223196.387903 nChanged 38 SP:Iteration 20F (8826.306542 sec): 3 clusters Score: Raw -224692.751888 + Penalty 1472.862013 = -223219.889875 nChanged 33 SP:Iteration 21Q (8826.361452 sec): 3 clusters Score: Raw -224716.938012 + Penalty 1472.862013 = -223244.075999 nChanged 21 SP:Iteration 22Q (8826.405056 sec): 3 clusters Score: Raw -224727.518677 + Penalty 1472.862013 = -223254.656663 nChanged 19 SP:Iteration 23Q (8826.453220 sec): 3 clusters Score: Raw -224739.084481 + Penalty 1472.862013 = -223266.222468 nChanged 18 SP:Iteration 24Q (8826.509428 sec): 3 clusters Score: Raw -224747.300405 + Penalty 1472.862013 = -223274.438392 nChanged 15 SP:Iteration 25Q (8826.556376 sec): 3 clusters Score: Raw -224751.541311 + Penalty 1472.862013 = -223278.679298 nChanged 10 SP:Iteration 26Q (8826.595880 sec): 3 clusters Score: Raw -224754.623410 + Penalty 1472.862013 = -223281.761397 nChanged 6 SP:Iteration 27Q (8826.643830 sec): 3 clusters Score: Raw -224756.808626 + Penalty 1472.862013 = -223283.946613 nChanged 2 SP:Iteration 28Q (8826.701206 sec): 3 clusters Score: Raw -224757.242027 + Penalty 1472.862013 = -223284.380014 nChanged 2 SP:Iteration 29Q (8826.748154 sec): 3 clusters Score: Raw -224758.180875 + Penalty 1472.862013 = -223285.318862 nChanged 2 SP:Iteration 30Q (8826.790493 sec): 3 clusters Score: Raw -224758.539873 + Penalty 1472.862013 = -223285.677860 nChanged 1 SP:Iteration 31Q (8826.849055 sec): 3 clusters Score: Raw -224758.712793 + Penalty 1472.862013 = -223285.850779 nChanged 1 SP:Iteration 32Q (8826.898730 sec): 3 clusters Score: Raw -224758.816714 + Penalty 1472.862013 = -223285.954701 nChanged 0 SP:Iteration 33F (8826.957272 sec): 3 clusters Score: Raw -224758.816714 + Penalty 1472.862013 = -223285.954701 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8826.994622 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8827.057060 sec): 3 clusters Score: Raw -975102.972678 + Penalty 1754.303745 = -973348.668933 nChanged 4632 SP:Iteration 1F (8827.108805 sec): 3 clusters Score: Raw -977681.661539 + Penalty 1754.303745 = -975927.357794 nChanged 686 SP:Iteration 2F (8827.174994 sec): 3 clusters Score: Raw -978059.316566 + Penalty 1754.303745 = -976305.012821 nChanged 689 SP:Iteration 3F (8827.238846 sec): 3 clusters Score: Raw -978474.881173 + Penalty 1754.303745 = -976720.577428 nChanged 667 SP:Iteration 4F (8827.285916 sec): 3 clusters Score: Raw -978919.234620 + Penalty 1754.303745 = -977164.930875 nChanged 650 SP:Iteration 5F (8827.344966 sec): 3 clusters Score: Raw -979350.146986 + Penalty 1754.303745 = -977595.843241 nChanged 556 SP:Iteration 6F (8827.387552 sec): 3 clusters Score: Raw -979725.330703 + Penalty 1754.303745 = -977971.026958 nChanged 456 SP:Iteration 7Q (8827.459226 sec): 3 clusters Score: Raw -979995.117687 + Penalty 1754.303745 = -978240.813942 nChanged 337 SP:Iteration 8Q (8827.509637 sec): 3 clusters Score: Raw -980183.885342 + Penalty 1754.303745 = -978429.581597 nChanged 270 SP:Iteration 9Q (8827.571755 sec): 3 clusters Score: Raw -980340.556768 + Penalty 1754.303745 = -978586.253023 nChanged 218 SP:Iteration 10Q (8827.620977 sec): 3 clusters Score: Raw -980451.057157 + Penalty 1754.303745 = -978696.753412 nChanged 170 SP:Iteration 11Q (8827.682203 sec): 3 clusters Score: Raw -980533.210877 + Penalty 1754.303745 = -978778.907132 nChanged 151 SP:Iteration 12Q (8827.742258 sec): 3 clusters Score: Raw -980603.626923 + Penalty 1754.303745 = -978849.323178 nChanged 125 SP:Iteration 13Q (8827.803763 sec): 3 clusters Score: Raw -980657.008696 + Penalty 1754.303745 = -978902.704950 nChanged 123 SP:Iteration 14Q (8827.863804 sec): 3 clusters Score: Raw -980707.059258 + Penalty 1754.303745 = -978952.755513 nChanged 118 SP:Iteration 15Q (8827.923792 sec): 3 clusters Score: Raw -980752.525934 + Penalty 1754.303745 = -978998.222189 nChanged 107 SP:Iteration 16Q (8827.984733 sec): 3 clusters Score: Raw -980792.655759 + Penalty 1754.303745 = -979038.352014 nChanged 100 SP:Iteration 17Q (8828.043769 sec): 3 clusters Score: Raw -980830.135184 + Penalty 1754.303745 = -979075.831439 nChanged 97 SP:Iteration 18Q (8828.102472 sec): 3 clusters Score: Raw -980861.431759 + Penalty 1754.303745 = -979107.128014 nChanged 75 SP:Iteration 19Q (8828.155475 sec): 3 clusters Score: Raw -980881.500766 + Penalty 1754.303745 = -979127.197021 nChanged 63 SP:Iteration 20F (8828.212591 sec): 3 clusters Score: Raw -980898.465827 + Penalty 1754.303745 = -979144.162082 nChanged 63 SP:Iteration 21Q (8828.267521 sec): 3 clusters Score: Raw -980915.823235 + Penalty 1754.303745 = -979161.519490 nChanged 64 SP:Iteration 22Q (8828.330417 sec): 3 clusters Score: Raw -980933.773180 + Penalty 1754.303745 = -979179.469435 nChanged 63 SP:Iteration 23Q (8828.389821 sec): 3 clusters Score: Raw -980951.713941 + Penalty 1754.303745 = -979197.410196 nChanged 56 SP:Iteration 24Q (8828.445757 sec): 3 clusters Score: Raw -980970.250931 + Penalty 1754.303745 = -979215.947186 nChanged 58 SP:Iteration 25Q (8828.499091 sec): 3 clusters Score: Raw -980990.894083 + Penalty 1754.303745 = -979236.590338 nChanged 53 SP:Iteration 26Q (8828.558203 sec): 3 clusters Score: Raw -981009.737937 + Penalty 1754.303745 = -979255.434192 nChanged 50 SP:Iteration 27Q (8828.610224 sec): 3 clusters Score: Raw -981024.285385 + Penalty 1754.303745 = -979269.981640 nChanged 43 SP:Iteration 28Q (8828.669144 sec): 3 clusters Score: Raw -981035.099546 + Penalty 1754.303745 = -979280.795801 nChanged 38 SP:Iteration 29Q (8828.727351 sec): 3 clusters Score: Raw -981046.933324 + Penalty 1754.303745 = -979292.629579 nChanged 40 SP:Iteration 30Q (8828.783087 sec): 3 clusters Score: Raw -981060.410339 + Penalty 1754.303745 = -979306.106594 nChanged 43 SP:Iteration 31Q (8828.834741 sec): 3 clusters Score: Raw -981072.608130 + Penalty 1754.303745 = -979318.304385 nChanged 32 SP:Iteration 32Q (8828.892978 sec): 3 clusters Score: Raw -981080.491333 + Penalty 1754.303745 = -979326.187588 nChanged 26 SP:Iteration 33Q (8828.951171 sec): 3 clusters Score: Raw -981087.887100 + Penalty 1754.303745 = -979333.583355 nChanged 30 SP:Iteration 34Q (8829.020887 sec): 3 clusters Score: Raw -981095.703436 + Penalty 1754.303745 = -979341.399691 nChanged 24 SP:Iteration 35Q (8829.062288 sec): 3 clusters Score: Raw -981102.457887 + Penalty 1754.303745 = -979348.154142 nChanged 31 SP:Iteration 36Q (8829.100878 sec): 3 clusters Score: Raw -981111.707117 + Penalty 1754.303745 = -979357.403372 nChanged 26 SP:Iteration 37Q (8829.159189 sec): 3 clusters Score: Raw -981117.093683 + Penalty 1754.303745 = -979362.789937 nChanged 23 SP:Iteration 38Q (8829.217119 sec): 3 clusters Score: Raw -981122.464149 + Penalty 1754.303745 = -979368.160404 nChanged 25 SP:Iteration 39Q (8829.273801 sec): 3 clusters Score: Raw -981130.085438 + Penalty 1754.303745 = -979375.781693 nChanged 29 SP:Iteration 40F (8829.335428 sec): 3 clusters Score: Raw -981139.297533 + Penalty 1754.303745 = -979384.993788 nChanged 26 SP:Iteration 41Q (8829.392783 sec): 3 clusters Score: Raw -981148.321727 + Penalty 1754.303745 = -979394.017982 nChanged 24 SP:Iteration 42Q (8829.450944 sec): 3 clusters Score: Raw -981153.487706 + Penalty 1754.303745 = -979399.183961 nChanged 15 SP:Iteration 43Q (8829.509008 sec): 3 clusters Score: Raw -981157.156576 + Penalty 1754.303745 = -979402.852831 nChanged 16 SP:Iteration 44Q (8829.567374 sec): 3 clusters Score: Raw -981160.845320 + Penalty 1754.303745 = -979406.541575 nChanged 17 SP:Iteration 45Q (8829.620171 sec): 3 clusters Score: Raw -981163.834218 + Penalty 1754.303745 = -979409.530473 nChanged 13 SP:Iteration 46Q (8829.678289 sec): 3 clusters Score: Raw -981167.237777 + Penalty 1754.303745 = -979412.934032 nChanged 12 SP:Iteration 47Q (8829.744076 sec): 3 clusters Score: Raw -981169.833192 + Penalty 1754.303745 = -979415.529447 nChanged 8 SP:Iteration 48Q (8829.787428 sec): 3 clusters Score: Raw -981171.737960 + Penalty 1754.303745 = -979417.434214 nChanged 11 SP:Iteration 49Q (8829.845754 sec): 3 clusters Score: Raw -981174.337210 + Penalty 1754.303745 = -979420.033465 nChanged 9 SP:Iteration 50Q (8829.904687 sec): 3 clusters Score: Raw -981177.825585 + Penalty 1754.303745 = -979423.521840 nChanged 15 SP:Iteration 51Q (8829.962802 sec): 3 clusters Score: Raw -981183.002553 + Penalty 1754.303745 = -979428.698808 nChanged 14 SP:Iteration 52Q (8830.011787 sec): 3 clusters Score: Raw -981187.945440 + Penalty 1754.303745 = -979433.641695 nChanged 14 SP:Iteration 53Q (8830.069619 sec): 3 clusters Score: Raw -981191.696209 + Penalty 1754.303745 = -979437.392463 nChanged 17 SP:Iteration 54Q (8830.127484 sec): 3 clusters Score: Raw -981196.733226 + Penalty 1754.303745 = -979442.429481 nChanged 17 SP:Iteration 55Q (8830.185519 sec): 3 clusters Score: Raw -981201.806652 + Penalty 1754.303745 = -979447.502907 nChanged 19 SP:Iteration 56Q (8830.243183 sec): 3 clusters Score: Raw -981207.550827 + Penalty 1754.303745 = -979453.247082 nChanged 19 SP:Iteration 57Q (8830.299433 sec): 3 clusters Score: Raw -981212.483442 + Penalty 1754.303745 = -979458.179697 nChanged 18 SP:Iteration 58Q (8830.358046 sec): 3 clusters Score: Raw -981217.736861 + Penalty 1754.303745 = -979463.433116 nChanged 18 SP:Iteration 59Q (8830.420491 sec): 3 clusters Score: Raw -981223.965358 + Penalty 1754.303745 = -979469.661613 nChanged 21 SP:Iteration 60F (8830.473972 sec): 3 clusters Score: Raw -981230.625667 + Penalty 1754.303745 = -979476.321921 nChanged 21 SP:Iteration 61Q (8830.517096 sec): 3 clusters Score: Raw -981237.023635 + Penalty 1754.303745 = -979482.719890 nChanged 20 SP:Iteration 62Q (8830.569988 sec): 3 clusters Score: Raw -981243.233006 + Penalty 1754.303745 = -979488.929261 nChanged 17 SP:Iteration 63Q (8830.632424 sec): 3 clusters Score: Raw -981248.512335 + Penalty 1754.303745 = -979494.208590 nChanged 17 SP:Iteration 64Q (8830.683049 sec): 3 clusters Score: Raw -981253.489754 + Penalty 1754.303745 = -979499.186009 nChanged 9 SP:Iteration 65Q (8830.749056 sec): 3 clusters Score: Raw -981256.048092 + Penalty 1754.303745 = -979501.744347 nChanged 9 SP:Iteration 66Q (8830.797369 sec): 3 clusters Score: Raw -981257.983275 + Penalty 1754.303745 = -979503.679530 nChanged 6 SP:Iteration 67Q (8830.853925 sec): 3 clusters Score: Raw -981260.272861 + Penalty 1754.303745 = -979505.969116 nChanged 9 SP:Iteration 68Q (8830.920968 sec): 3 clusters Score: Raw -981263.918887 + Penalty 1754.303745 = -979509.615142 nChanged 6 SP:Iteration 69Q (8830.977096 sec): 3 clusters Score: Raw -981264.895541 + Penalty 1754.303745 = -979510.591796 nChanged 1 SP:Iteration 70Q (8831.027051 sec): 3 clusters Score: Raw -981264.961989 + Penalty 1754.303745 = -979510.658244 nChanged 0 SP:Iteration 71F (8831.086537 sec): 3 clusters Score: Raw -981264.961989 + Penalty 1754.303745 = -979510.658244 nChanged 0 Trying to split cluster 40 (4165 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8831.115280 sec): 2 clusters Score: Raw -400116.991114 + Penalty 791.774798 = -399325.216317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8831.156139 sec): 3 clusters Score: Raw -397877.672565 + Penalty 1583.549595 = -396294.122969 nChanged 1747 SP:Iteration 1F (8831.207001 sec): 3 clusters Score: Raw -398869.363196 + Penalty 1583.549595 = -397285.813601 nChanged 289 SP:Iteration 2F (8831.260629 sec): 3 clusters Score: Raw -399025.036589 + Penalty 1583.549595 = -397441.486993 nChanged 231 SP:Iteration 3F (8831.304144 sec): 3 clusters Score: Raw -399139.954630 + Penalty 1583.549595 = -397556.405035 nChanged 206 SP:Iteration 4Q (8831.355102 sec): 3 clusters Score: Raw -399257.518961 + Penalty 1583.549595 = -397673.969366 nChanged 181 SP:Iteration 5Q (8831.407698 sec): 3 clusters Score: Raw -399379.799373 + Penalty 1583.549595 = -397796.249777 nChanged 183 SP:Iteration 6Q (8831.455952 sec): 3 clusters Score: Raw -399498.682579 + Penalty 1583.549595 = -397915.132984 nChanged 157 SP:Iteration 7Q (8831.514428 sec): 3 clusters Score: Raw -399605.375565 + Penalty 1583.549595 = -398021.825969 nChanged 151 SP:Iteration 8Q (8831.555004 sec): 3 clusters Score: Raw -399697.261897 + Penalty 1583.549595 = -398113.712302 nChanged 118 SP:Iteration 9Q (8831.606632 sec): 3 clusters Score: Raw -399759.234346 + Penalty 1583.549595 = -398175.684750 nChanged 104 SP:Iteration 10Q (8831.654330 sec): 3 clusters Score: Raw -399807.418828 + Penalty 1583.549595 = -398223.869233 nChanged 76 SP:Iteration 11Q (8831.692150 sec): 3 clusters Score: Raw -399836.798473 + Penalty 1583.549595 = -398253.248878 nChanged 67 SP:Iteration 12Q (8831.755334 sec): 3 clusters Score: Raw -399866.189753 + Penalty 1583.549595 = -398282.640157 nChanged 67 SP:Iteration 13Q (8831.799951 sec): 3 clusters Score: Raw -399895.519786 + Penalty 1583.549595 = -398311.970191 nChanged 67 SP:Iteration 14Q (8831.838969 sec): 3 clusters Score: Raw -399920.305803 + Penalty 1583.549595 = -398336.756207 nChanged 50 SP:Iteration 15Q (8831.896651 sec): 3 clusters Score: Raw -399940.320553 + Penalty 1583.549595 = -398356.770958 nChanged 55 SP:Iteration 16Q (8831.941063 sec): 3 clusters Score: Raw -399963.220138 + Penalty 1583.549595 = -398379.670543 nChanged 46 SP:Iteration 17Q (8832.004005 sec): 3 clusters Score: Raw -399980.580334 + Penalty 1583.549595 = -398397.030738 nChanged 53 SP:Iteration 18Q (8832.047889 sec): 3 clusters Score: Raw -399998.361357 + Penalty 1583.549595 = -398414.811761 nChanged 50 SP:Iteration 19Q (8832.086611 sec): 3 clusters Score: Raw -400017.420481 + Penalty 1583.549595 = -398433.870885 nChanged 56 SP:Iteration 20F (8832.139961 sec): 3 clusters Score: Raw -400039.231942 + Penalty 1583.549595 = -398455.682346 nChanged 43 SP:Iteration 21Q (8832.172962 sec): 3 clusters Score: Raw -400054.386823 + Penalty 1583.549595 = -398470.837227 nChanged 38 SP:Iteration 22Q (8832.236051 sec): 3 clusters Score: Raw -400066.379493 + Penalty 1583.549595 = -398482.829898 nChanged 34 SP:Iteration 23Q (8832.267360 sec): 3 clusters Score: Raw -400074.919754 + Penalty 1583.549595 = -398491.370159 nChanged 26 SP:Iteration 24Q (8832.315808 sec): 3 clusters Score: Raw -400080.892939 + Penalty 1583.549595 = -398497.343344 nChanged 26 SP:Iteration 25Q (8832.366895 sec): 3 clusters Score: Raw -400087.163626 + Penalty 1583.549595 = -398503.614031 nChanged 28 SP:Iteration 26Q (8832.416931 sec): 3 clusters Score: Raw -400095.228301 + Penalty 1583.549595 = -398511.678706 nChanged 21 SP:Iteration 27Q (8832.472370 sec): 3 clusters Score: Raw -400100.288451 + Penalty 1583.549595 = -398516.738855 nChanged 18 SP:Iteration 28Q (8832.513732 sec): 3 clusters Score: Raw -400105.442671 + Penalty 1583.549595 = -398521.893075 nChanged 22 SP:Iteration 29Q (8832.565296 sec): 3 clusters Score: Raw -400108.990784 + Penalty 1583.549595 = -398525.441189 nChanged 13 SP:Iteration 30Q (8832.619036 sec): 3 clusters Score: Raw -400112.472438 + Penalty 1583.549595 = -398528.922843 nChanged 16 SP:Iteration 31Q (8832.670644 sec): 3 clusters Score: Raw -400115.765164 + Penalty 1583.549595 = -398532.215569 nChanged 11 SP:Iteration 32Q (8832.722955 sec): 3 clusters Score: Raw -400117.688819 + Penalty 1583.549595 = -398534.139224 nChanged 3 SP:Iteration 33Q (8832.774700 sec): 3 clusters Score: Raw -400118.315698 + Penalty 1583.549595 = -398534.766102 nChanged 3 SP:Iteration 34Q (8832.825123 sec): 3 clusters Score: Raw -400119.036140 + Penalty 1583.549595 = -398535.486545 nChanged 7 SP:Iteration 35Q (8832.875980 sec): 3 clusters Score: Raw -400119.910133 + Penalty 1583.549595 = -398536.360538 nChanged 4 SP:Iteration 36Q (8832.921042 sec): 3 clusters Score: Raw -400120.167866 + Penalty 1583.549595 = -398536.618270 nChanged 4 SP:Iteration 37Q (8832.971944 sec): 3 clusters Score: Raw -400120.640353 + Penalty 1583.549595 = -398537.090757 nChanged 2 SP:Iteration 38Q (8833.029799 sec): 3 clusters Score: Raw -400120.816602 + Penalty 1583.549595 = -398537.267007 nChanged 2 SP:Iteration 39Q (8833.075268 sec): 3 clusters Score: Raw -400120.989311 + Penalty 1583.549595 = -398537.439716 nChanged 3 SP:Iteration 40F (8833.118939 sec): 3 clusters Score: Raw -400121.557857 + Penalty 1583.549595 = -398538.008262 nChanged 1 SP:Iteration 41Q (8833.182125 sec): 3 clusters Score: Raw -400121.694105 + Penalty 1583.549595 = -398538.144510 nChanged 1 SP:Iteration 42Q (8833.233799 sec): 3 clusters Score: Raw -400121.926242 + Penalty 1583.549595 = -398538.376647 nChanged 1 SP:Iteration 43Q (8833.266461 sec): 3 clusters Score: Raw -400122.050530 + Penalty 1583.549595 = -398538.500935 nChanged 1 SP:Iteration 44Q (8833.318612 sec): 3 clusters Score: Raw -400122.178019 + Penalty 1583.549595 = -398538.628424 nChanged 3 SP:Iteration 45Q (8833.368625 sec): 3 clusters Score: Raw -400122.621899 + Penalty 1583.549595 = -398539.072303 nChanged 2 SP:Iteration 46Q (8833.425738 sec): 3 clusters Score: Raw -400122.784025 + Penalty 1583.549595 = -398539.234430 nChanged 1 SP:Iteration 47Q (8833.471092 sec): 3 clusters Score: Raw -400122.838878 + Penalty 1583.549595 = -398539.289283 nChanged 0 SP:Iteration 48F (8833.522032 sec): 3 clusters Score: Raw -400122.838878 + Penalty 1583.549595 = -398539.289283 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8833.562860 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8833.617307 sec): 3 clusters Score: Raw -668085.946284 + Penalty 1684.516494 = -666401.429790 nChanged 3093 SP:Iteration 1F (8833.674877 sec): 3 clusters Score: Raw -669743.221513 + Penalty 1684.516494 = -668058.705018 nChanged 448 SP:Iteration 2F (8833.721694 sec): 3 clusters Score: Raw -669942.588172 + Penalty 1684.516494 = -668258.071678 nChanged 393 SP:Iteration 3F (8833.787981 sec): 3 clusters Score: Raw -670117.916648 + Penalty 1684.516494 = -668433.400154 nChanged 346 SP:Iteration 4Q (8833.841479 sec): 3 clusters Score: Raw -670269.700924 + Penalty 1684.516494 = -668585.184430 nChanged 318 SP:Iteration 5Q (8833.888859 sec): 3 clusters Score: Raw -670440.245862 + Penalty 1684.516494 = -668755.729368 nChanged 338 SP:Iteration 6Q (8833.946461 sec): 3 clusters Score: Raw -670627.980099 + Penalty 1684.516494 = -668943.463605 nChanged 350 SP:Iteration 7Q (8834.007767 sec): 3 clusters Score: Raw -670836.272705 + Penalty 1684.516494 = -669151.756211 nChanged 393 SP:Iteration 8F (8834.051468 sec): 3 clusters Score: Raw -671100.575545 + Penalty 1684.516494 = -669416.059051 nChanged 381 SP:Iteration 9F (8834.109401 sec): 3 clusters Score: Raw -671378.209430 + Penalty 1684.516494 = -669693.692936 nChanged 328 SP:Iteration 10Q (8834.168698 sec): 3 clusters Score: Raw -671613.216761 + Penalty 1684.516494 = -669928.700267 nChanged 263 SP:Iteration 11Q (8834.215538 sec): 3 clusters Score: Raw -671816.628166 + Penalty 1684.516494 = -670132.111671 nChanged 213 SP:Iteration 12Q (8834.280264 sec): 3 clusters Score: Raw -672001.606679 + Penalty 1684.516494 = -670317.090185 nChanged 164 SP:Iteration 13Q (8834.322986 sec): 3 clusters Score: Raw -672164.852173 + Penalty 1684.516494 = -670480.335678 nChanged 116 SP:Iteration 14Q (8834.371204 sec): 3 clusters Score: Raw -672299.982732 + Penalty 1684.516494 = -670615.466238 nChanged 72 SP:Iteration 15Q (8834.429806 sec): 3 clusters Score: Raw -672367.442233 + Penalty 1684.516494 = -670682.925738 nChanged 37 SP:Iteration 16Q (8834.482290 sec): 3 clusters Score: Raw -672401.018253 + Penalty 1684.516494 = -670716.501759 nChanged 37 SP:Iteration 17Q (8834.534796 sec): 3 clusters Score: Raw -672431.364253 + Penalty 1684.516494 = -670746.847759 nChanged 21 SP:Iteration 18Q (8834.575726 sec): 3 clusters Score: Raw -672447.154513 + Penalty 1684.516494 = -670762.638019 nChanged 13 SP:Iteration 19Q (8834.632553 sec): 3 clusters Score: Raw -672452.837680 + Penalty 1684.516494 = -670768.321186 nChanged 6 SP:Iteration 20F (8834.687989 sec): 3 clusters Score: Raw -672456.181836 + Penalty 1684.516494 = -670771.665341 nChanged 6 SP:Iteration 21Q (8834.743880 sec): 3 clusters Score: Raw -672457.726676 + Penalty 1684.516494 = -670773.210182 nChanged 3 SP:Iteration 22Q (8834.788753 sec): 3 clusters Score: Raw -672459.227040 + Penalty 1684.516494 = -670774.710546 nChanged 2 SP:Iteration 23Q (8834.843760 sec): 3 clusters Score: Raw -672461.715786 + Penalty 1684.516494 = -670777.199292 nChanged 5 SP:Iteration 24Q (8834.909200 sec): 3 clusters Score: Raw -672463.431430 + Penalty 1684.516494 = -670778.914936 nChanged 0 SP:Iteration 25F (8834.965690 sec): 3 clusters Score: Raw -672463.431430 + Penalty 1684.516494 = -670778.914936 nChanged 0 Iteration 619Q (8844.461579 sec): 42 clusters Score: Raw -89568797.850535 + Penalty 53737.232514 = -89515060.618021 nChanged 5 Iteration 620F (8863.807681 sec): 42 clusters Score: Raw -89568797.878208 + Penalty 53737.232514 = -89515060.645694 nChanged 6 Iteration 621Q (8872.778757 sec): 42 clusters Score: Raw -89568797.923373 + Penalty 53737.232514 = -89515060.690859 nChanged 14 Iteration 622Q (8882.015308 sec): 42 clusters Score: Raw -89568798.017422 + Penalty 53737.232514 = -89515060.784908 nChanged 14 Iteration 623Q (8891.607739 sec): 42 clusters Score: Raw -89568798.082202 + Penalty 53737.232514 = -89515060.849688 nChanged 8 Iteration 624Q (8901.268831 sec): 42 clusters Score: Raw -89568798.122238 + Penalty 53737.232514 = -89515060.889724 nChanged 10 Iteration 625Q (8910.943311 sec): 42 clusters Score: Raw -89568798.177101 + Penalty 53737.232514 = -89515060.944588 nChanged 18 Iteration 626Q (8920.336350 sec): 42 clusters Score: Raw -89568798.305788 + Penalty 53737.232514 = -89515061.073275 nChanged 17 Iteration 627Q (8929.556392 sec): 42 clusters Score: Raw -89568798.529171 + Penalty 53737.232514 = -89515061.296657 nChanged 10 Iteration 628Q (8938.716952 sec): 42 clusters Score: Raw -89568798.588695 + Penalty 53737.232514 = -89515061.356181 nChanged 14 Iteration 629Q (8947.920655 sec): 42 clusters Score: Raw -89568798.700465 + Penalty 53737.232514 = -89515061.467951 nChanged 17 Iteration 630Q (8957.501093 sec): 42 clusters Score: Raw -89568798.824017 + Penalty 53737.232514 = -89515061.591503 nChanged 16 Iteration 631Q (8967.055800 sec): 42 clusters Score: Raw -89568798.937711 + Penalty 53737.232514 = -89515061.705197 nChanged 14 Iteration 632Q (8976.366528 sec): 42 clusters Score: Raw -89568799.032032 + Penalty 53737.232514 = -89515061.799518 nChanged 11 Iteration 633Q (8985.475801 sec): 42 clusters Score: Raw -89568799.076982 + Penalty 53737.232514 = -89515061.844468 nChanged 12 Iteration 634Q (8994.773463 sec): 42 clusters Score: Raw -89568799.128925 + Penalty 53737.232514 = -89515061.896411 nChanged 13 Iteration 635Q (9004.263972 sec): 42 clusters Score: Raw -89568799.229281 + Penalty 53737.232514 = -89515061.996767 nChanged 14 Iteration 636Q (9013.883517 sec): 42 clusters Score: Raw -89568799.324435 + Penalty 53737.232514 = -89515062.091921 nChanged 14 Iteration 637Q (9023.437931 sec): 42 clusters Score: Raw -89568799.403842 + Penalty 53737.232514 = -89515062.171328 nChanged 13 Iteration 638Q (9032.915328 sec): 42 clusters Score: Raw -89568799.479065 + Penalty 53737.232514 = -89515062.246551 nChanged 15 Iteration 639Q (9042.176768 sec): 42 clusters Score: Raw -89568799.559114 + Penalty 53737.232514 = -89515062.326600 nChanged 18 Iteration 640F (9061.378592 sec): 42 clusters Score: Raw -89568799.677780 + Penalty 53737.232514 = -89515062.445266 nChanged 20 Iteration 641Q (9070.830565 sec): 42 clusters Score: Raw -89568799.860679 + Penalty 53737.232514 = -89515062.628165 nChanged 24 Iteration 642Q (9080.338616 sec): 42 clusters Score: Raw -89568800.001241 + Penalty 53737.232514 = -89515062.768727 nChanged 21 Iteration 643Q (9089.493834 sec): 42 clusters Score: Raw -89568800.140884 + Penalty 53737.232514 = -89515062.908370 nChanged 16 Iteration 644Q (9098.620588 sec): 42 clusters Score: Raw -89568800.253739 + Penalty 53737.232514 = -89515063.021225 nChanged 16 Iteration 645Q (9107.845089 sec): 42 clusters Score: Raw -89568800.396198 + Penalty 53737.232514 = -89515063.163684 nChanged 16 Iteration 646Q (9117.449222 sec): 42 clusters Score: Raw -89568800.563004 + Penalty 53737.232514 = -89515063.330490 nChanged 16 Iteration 647Q (9127.185310 sec): 42 clusters Score: Raw -89568800.738361 + Penalty 53737.232514 = -89515063.505847 nChanged 14 Iteration 648Q (9136.676767 sec): 42 clusters Score: Raw -89568800.904234 + Penalty 53737.232514 = -89515063.671720 nChanged 14 Iteration 649Q (9145.884663 sec): 42 clusters Score: Raw -89568801.085686 + Penalty 53737.232514 = -89515063.853172 nChanged 19 Iteration 650Q (9154.916993 sec): 42 clusters Score: Raw -89568801.257482 + Penalty 53737.232514 = -89515064.024969 nChanged 13 Iteration 651Q (9164.289020 sec): 42 clusters Score: Raw -89568801.421403 + Penalty 53737.232514 = -89515064.188889 nChanged 7 Iteration 652Q (9173.970931 sec): 42 clusters Score: Raw -89568801.474904 + Penalty 53737.232514 = -89515064.242390 nChanged 7 Iteration 653Q (9183.580094 sec): 42 clusters Score: Raw -89568801.543869 + Penalty 53737.232514 = -89515064.311355 nChanged 12 Iteration 654Q (9192.773916 sec): 42 clusters Score: Raw -89568801.828334 + Penalty 53737.232514 = -89515064.595820 nChanged 8 Iteration 655Q (9201.780576 sec): 42 clusters Score: Raw -89568801.946686 + Penalty 53737.232514 = -89515064.714172 nChanged 12 Iteration 656Q (9210.979979 sec): 42 clusters Score: Raw -89568802.050653 + Penalty 53737.232514 = -89515064.818139 nChanged 14 Iteration 657Q (9220.418997 sec): 42 clusters Score: Raw -89568802.182192 + Penalty 53737.232514 = -89515064.949678 nChanged 11 Iteration 658Q (9229.937659 sec): 42 clusters Score: Raw -89568802.354272 + Penalty 53737.232514 = -89515065.121758 nChanged 19 Writing temp clu file Because OldScore, -89515064.949678, is greater than current (better) Score,-89515065.121758 Compute initial score before splitting: Score: Raw -89568802.354272 + Penalty 53737.232514 = -89515065.121758 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9230.223542 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9230.227737 sec): 3 clusters Score: Raw -95021.610837 + Penalty 1299.906941 = -93721.703897 nChanged 305 SP:Iteration 1F (9230.231567 sec): 3 clusters Score: Raw -95235.358315 + Penalty 1299.906941 = -93935.451374 nChanged 86 SP:Iteration 2F (9230.235347 sec): 3 clusters Score: Raw -95309.611282 + Penalty 1299.906941 = -94009.704341 nChanged 48 SP:Iteration 3F (9230.239220 sec): 3 clusters Score: Raw -95346.042734 + Penalty 1299.906941 = -94046.135793 nChanged 32 SP:Iteration 4Q (9230.243046 sec): 3 clusters Score: Raw -95374.309873 + Penalty 1299.906941 = -94074.402932 nChanged 30 SP:Iteration 5Q (9230.246849 sec): 3 clusters Score: Raw -95394.986890 + Penalty 1299.906941 = -94095.079950 nChanged 21 SP:Iteration 6Q (9230.250713 sec): 3 clusters Score: Raw -95417.195928 + Penalty 1299.906941 = -94117.288987 nChanged 17 SP:Iteration 7Q (9230.254495 sec): 3 clusters Score: Raw -95430.975786 + Penalty 1299.906941 = -94131.068845 nChanged 12 SP:Iteration 8Q (9230.258294 sec): 3 clusters Score: Raw -95446.583676 + Penalty 1299.906941 = -94146.676735 nChanged 13 SP:Iteration 9Q (9230.262068 sec): 3 clusters Score: Raw -95457.080346 + Penalty 1299.906941 = -94157.173406 nChanged 4 SP:Iteration 10Q (9230.265878 sec): 3 clusters Score: Raw -95459.503470 + Penalty 1299.906941 = -94159.596530 nChanged 2 SP:Iteration 11Q (9230.269667 sec): 3 clusters Score: Raw -95461.423513 + Penalty 1299.906941 = -94161.516573 nChanged 2 SP:Iteration 12Q (9230.273453 sec): 3 clusters Score: Raw -95463.795536 + Penalty 1299.906941 = -94163.888596 nChanged 1 SP:Iteration 13Q (9230.277279 sec): 3 clusters Score: Raw -95464.144077 + Penalty 1299.906941 = -94164.237136 nChanged 2 SP:Iteration 14Q (9230.281039 sec): 3 clusters Score: Raw -95465.044100 + Penalty 1299.906941 = -94165.137160 nChanged 1 SP:Iteration 15Q (9230.284810 sec): 3 clusters Score: Raw -95465.370590 + Penalty 1299.906941 = -94165.463650 nChanged 0 SP:Iteration 16F (9230.288576 sec): 3 clusters Score: Raw -95465.370590 + Penalty 1299.906941 = -94165.463650 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9230.318831 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9230.374351 sec): 3 clusters Score: Raw -388927.139194 + Penalty 1587.611508 = -387339.527686 nChanged 1790 SP:Iteration 1F (9230.429107 sec): 3 clusters Score: Raw -389912.692686 + Penalty 1587.611508 = -388325.081178 nChanged 285 SP:Iteration 2F (9230.483583 sec): 3 clusters Score: Raw -390046.462657 + Penalty 1587.611508 = -388458.851149 nChanged 197 SP:Iteration 3Q (9230.532894 sec): 3 clusters Score: Raw -390120.002965 + Penalty 1587.611508 = -388532.391457 nChanged 170 SP:Iteration 4Q (9230.588409 sec): 3 clusters Score: Raw -390184.586824 + Penalty 1587.611508 = -388596.975316 nChanged 144 SP:Iteration 5Q (9230.638972 sec): 3 clusters Score: Raw -390234.868275 + Penalty 1587.611508 = -388647.256767 nChanged 123 SP:Iteration 6Q (9230.687931 sec): 3 clusters Score: Raw -390275.906071 + Penalty 1587.611508 = -388688.294563 nChanged 105 SP:Iteration 7Q (9230.742901 sec): 3 clusters Score: Raw -390313.092001 + Penalty 1587.611508 = -388725.480493 nChanged 93 SP:Iteration 8Q (9230.780429 sec): 3 clusters Score: Raw -390340.805712 + Penalty 1587.611508 = -388753.194204 nChanged 93 SP:Iteration 9Q (9230.834013 sec): 3 clusters Score: Raw -390370.344366 + Penalty 1587.611508 = -388782.732858 nChanged 92 SP:Iteration 10Q (9230.888425 sec): 3 clusters Score: Raw -390404.413981 + Penalty 1587.611508 = -388816.802473 nChanged 108 SP:Iteration 11Q (9230.939186 sec): 3 clusters Score: Raw -390447.436316 + Penalty 1587.611508 = -388859.824808 nChanged 113 SP:Iteration 12Q (9230.987745 sec): 3 clusters Score: Raw -390498.191428 + Penalty 1587.611508 = -388910.579920 nChanged 124 SP:Iteration 13Q (9231.042767 sec): 3 clusters Score: Raw -390560.845704 + Penalty 1587.611508 = -388973.234196 nChanged 143 SP:Iteration 14Q (9231.094402 sec): 3 clusters Score: Raw -390640.590458 + Penalty 1587.611508 = -389052.978950 nChanged 160 SP:Iteration 15Q (9231.145549 sec): 3 clusters Score: Raw -390739.087750 + Penalty 1587.611508 = -389151.476242 nChanged 165 SP:Iteration 16Q (9231.196983 sec): 3 clusters Score: Raw -390853.805772 + Penalty 1587.611508 = -389266.194264 nChanged 177 SP:Iteration 17Q (9231.248206 sec): 3 clusters Score: Raw -391004.753266 + Penalty 1587.611508 = -389417.141758 nChanged 155 SP:Iteration 18Q (9231.288384 sec): 3 clusters Score: Raw -391141.531494 + Penalty 1587.611508 = -389553.919986 nChanged 137 SP:Iteration 19Q (9231.305594 sec): 3 clusters Score: Raw -391280.635379 + Penalty 1587.611508 = -389693.023871 nChanged 137 SP:Iteration 20F (9231.321480 sec): 3 clusters Score: Raw -391413.527196 + Penalty 1587.611508 = -389825.915688 nChanged 96 SP:Iteration 21Q (9231.336449 sec): 3 clusters Score: Raw -391481.314592 + Penalty 1587.611508 = -389893.703085 nChanged 62 SP:Iteration 22Q (9231.351144 sec): 3 clusters Score: Raw -391512.254580 + Penalty 1587.611508 = -389924.643072 nChanged 35 SP:Iteration 23Q (9231.365787 sec): 3 clusters Score: Raw -391527.335610 + Penalty 1587.611508 = -389939.724102 nChanged 28 SP:Iteration 24Q (9231.380384 sec): 3 clusters Score: Raw -391536.979172 + Penalty 1587.611508 = -389949.367664 nChanged 18 SP:Iteration 25Q (9231.394777 sec): 3 clusters Score: Raw -391542.120175 + Penalty 1587.611508 = -389954.508667 nChanged 20 SP:Iteration 26Q (9231.411585 sec): 3 clusters Score: Raw -391547.196101 + Penalty 1587.611508 = -389959.584594 nChanged 9 SP:Iteration 27Q (9231.426277 sec): 3 clusters Score: Raw -391549.720295 + Penalty 1587.611508 = -389962.108787 nChanged 7 SP:Iteration 28Q (9231.440885 sec): 3 clusters Score: Raw -391552.739795 + Penalty 1587.611508 = -389965.128287 nChanged 8 SP:Iteration 29Q (9231.455251 sec): 3 clusters Score: Raw -391554.963037 + Penalty 1587.611508 = -389967.351529 nChanged 6 SP:Iteration 30Q (9231.469738 sec): 3 clusters Score: Raw -391556.790734 + Penalty 1587.611508 = -389969.179226 nChanged 2 SP:Iteration 31Q (9231.484079 sec): 3 clusters Score: Raw -391557.092683 + Penalty 1587.611508 = -389969.481175 nChanged 0 SP:Iteration 32F (9231.499630 sec): 3 clusters Score: Raw -391557.092683 + Penalty 1587.611508 = -389969.481175 nChanged 0 Trying to split cluster 3 (49394 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9231.588375 sec): 2 clusters Score: Raw -4389884.386927 + Penalty 1026.720503 = -4388857.666424 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9231.691453 sec): 3 clusters Score: Raw -4357912.641493 + Penalty 2053.441005 = -4355859.200487 nChanged 23544 SP:Iteration 1F (9231.790985 sec): 3 clusters Score: Raw -4371827.539475 + Penalty 2053.441005 = -4369774.098469 nChanged 2333 SP:Iteration 2Q (9231.901842 sec): 3 clusters Score: Raw -4372699.392195 + Penalty 2053.441005 = -4370645.951190 nChanged 2523 SP:Iteration 3F (9232.006915 sec): 3 clusters Score: Raw -4373886.387585 + Penalty 2053.441005 = -4371832.946580 nChanged 2791 SP:Iteration 4F (9232.108259 sec): 3 clusters Score: Raw -4375610.206305 + Penalty 2053.441005 = -4373556.765300 nChanged 3097 SP:Iteration 5F (9232.210147 sec): 3 clusters Score: Raw -4377923.144811 + Penalty 2053.441005 = -4375869.703806 nChanged 3199 SP:Iteration 6F (9232.328315 sec): 3 clusters Score: Raw -4380338.932686 + Penalty 2053.441005 = -4378285.491680 nChanged 2819 SP:Iteration 7F (9232.432662 sec): 3 clusters Score: Raw -4381995.928185 + Penalty 2053.441005 = -4379942.487180 nChanged 1949 SP:Iteration 8Q (9232.539515 sec): 3 clusters Score: Raw -4382681.149697 + Penalty 2053.441005 = -4380627.708692 nChanged 1133 SP:Iteration 9Q (9232.656735 sec): 3 clusters Score: Raw -4382945.210893 + Penalty 2053.441005 = -4380891.769888 nChanged 708 SP:Iteration 10Q (9232.763686 sec): 3 clusters Score: Raw -4383097.824281 + Penalty 2053.441005 = -4381044.383276 nChanged 605 SP:Iteration 11Q (9232.871726 sec): 3 clusters Score: Raw -4383237.802609 + Penalty 2053.441005 = -4381184.361604 nChanged 602 SP:Iteration 12Q (9232.973860 sec): 3 clusters Score: Raw -4383373.163871 + Penalty 2053.441005 = -4381319.722866 nChanged 589 SP:Iteration 13Q (9233.082166 sec): 3 clusters Score: Raw -4383501.750116 + Penalty 2053.441005 = -4381448.309111 nChanged 577 SP:Iteration 14Q (9233.186095 sec): 3 clusters Score: Raw -4383636.740218 + Penalty 2053.441005 = -4381583.299212 nChanged 578 SP:Iteration 15Q (9233.298405 sec): 3 clusters Score: Raw -4383770.857679 + Penalty 2053.441005 = -4381717.416674 nChanged 596 SP:Iteration 16Q (9233.409427 sec): 3 clusters Score: Raw -4383912.164319 + Penalty 2053.441005 = -4381858.723314 nChanged 648 SP:Iteration 17Q (9233.517145 sec): 3 clusters Score: Raw -4384078.180970 + Penalty 2053.441005 = -4382024.739965 nChanged 689 SP:Iteration 18Q (9233.619963 sec): 3 clusters Score: Raw -4384279.291740 + Penalty 2053.441005 = -4382225.850735 nChanged 789 SP:Iteration 19Q (9233.726935 sec): 3 clusters Score: Raw -4384552.056839 + Penalty 2053.441005 = -4382498.615834 nChanged 829 SP:Iteration 20F (9233.834190 sec): 3 clusters Score: Raw -4384869.557838 + Penalty 2053.441005 = -4382816.116833 nChanged 861 SP:Iteration 21Q (9233.930784 sec): 3 clusters Score: Raw -4385240.365683 + Penalty 2053.441005 = -4383186.924678 nChanged 894 SP:Iteration 22Q (9234.036995 sec): 3 clusters Score: Raw -4385688.974699 + Penalty 2053.441005 = -4383635.533694 nChanged 926 SP:Iteration 23Q (9234.142641 sec): 3 clusters Score: Raw -4386238.780657 + Penalty 2053.441005 = -4384185.339652 nChanged 914 SP:Iteration 24Q (9234.246947 sec): 3 clusters Score: Raw -4386816.937687 + Penalty 2053.441005 = -4384763.496682 nChanged 870 SP:Iteration 25Q (9234.350668 sec): 3 clusters Score: Raw -4387366.360362 + Penalty 2053.441005 = -4385312.919357 nChanged 809 SP:Iteration 26Q (9234.454064 sec): 3 clusters Score: Raw -4387847.017099 + Penalty 2053.441005 = -4385793.576093 nChanged 708 SP:Iteration 27Q (9234.556776 sec): 3 clusters Score: Raw -4388227.614890 + Penalty 2053.441005 = -4386174.173885 nChanged 588 SP:Iteration 28Q (9234.660718 sec): 3 clusters Score: Raw -4388484.918051 + Penalty 2053.441005 = -4386431.477046 nChanged 485 SP:Iteration 29Q (9234.758220 sec): 3 clusters Score: Raw -4388667.421297 + Penalty 2053.441005 = -4386613.980292 nChanged 387 SP:Iteration 30Q (9234.862127 sec): 3 clusters Score: Raw -4388786.893744 + Penalty 2053.441005 = -4386733.452739 nChanged 307 SP:Iteration 31Q (9234.966253 sec): 3 clusters Score: Raw -4388872.671852 + Penalty 2053.441005 = -4386819.230847 nChanged 285 SP:Iteration 32Q (9235.066812 sec): 3 clusters Score: Raw -4388941.468830 + Penalty 2053.441005 = -4386888.027825 nChanged 249 SP:Iteration 33Q (9235.168913 sec): 3 clusters Score: Raw -4389000.927503 + Penalty 2053.441005 = -4386947.486498 nChanged 220 SP:Iteration 34Q (9235.268209 sec): 3 clusters Score: Raw -4389047.975853 + Penalty 2053.441005 = -4386994.534848 nChanged 195 SP:Iteration 35Q (9235.373843 sec): 3 clusters Score: Raw -4389086.707025 + Penalty 2053.441005 = -4387033.266020 nChanged 161 SP:Iteration 36Q (9235.477815 sec): 3 clusters Score: Raw -4389116.434952 + Penalty 2053.441005 = -4387062.993947 nChanged 160 SP:Iteration 37Q (9235.580046 sec): 3 clusters Score: Raw -4389145.814570 + Penalty 2053.441005 = -4387092.373564 nChanged 145 SP:Iteration 38Q (9235.680858 sec): 3 clusters Score: Raw -4389172.322242 + Penalty 2053.441005 = -4387118.881237 nChanged 150 SP:Iteration 39Q (9235.785837 sec): 3 clusters Score: Raw -4389201.841618 + Penalty 2053.441005 = -4387148.400613 nChanged 137 SP:Iteration 40F (9235.897105 sec): 3 clusters Score: Raw -4389226.141006 + Penalty 2053.441005 = -4387172.700001 nChanged 140 SP:Iteration 41Q (9235.963975 sec): 3 clusters Score: Raw -4389248.904997 + Penalty 2053.441005 = -4387195.463992 nChanged 118 SP:Iteration 42Q (9236.060005 sec): 3 clusters Score: Raw -4389265.874503 + Penalty 2053.441005 = -4387212.433498 nChanged 108 SP:Iteration 43Q (9236.176558 sec): 3 clusters Score: Raw -4389283.221057 + Penalty 2053.441005 = -4387229.780051 nChanged 98 SP:Iteration 44Q (9236.270019 sec): 3 clusters Score: Raw -4389296.771369 + Penalty 2053.441005 = -4387243.330364 nChanged 86 SP:Iteration 45Q (9236.372077 sec): 3 clusters Score: Raw -4389305.438482 + Penalty 2053.441005 = -4387251.997477 nChanged 71 SP:Iteration 46Q (9236.477224 sec): 3 clusters Score: Raw -4389313.185488 + Penalty 2053.441005 = -4387259.744483 nChanged 77 SP:Iteration 47Q (9236.593504 sec): 3 clusters Score: Raw -4389322.417923 + Penalty 2053.441005 = -4387268.976918 nChanged 80 SP:Iteration 48Q (9236.699494 sec): 3 clusters Score: Raw -4389331.518321 + Penalty 2053.441005 = -4387278.077315 nChanged 82 SP:Iteration 49Q (9236.802967 sec): 3 clusters Score: Raw -4389338.985165 + Penalty 2053.441005 = -4387285.544159 nChanged 63 SP:Iteration 50Q (9236.909811 sec): 3 clusters Score: Raw -4389344.657955 + Penalty 2053.441005 = -4387291.216950 nChanged 59 SP:Iteration 51Q (9237.014682 sec): 3 clusters Score: Raw -4389349.824249 + Penalty 2053.441005 = -4387296.383243 nChanged 54 SP:Iteration 52Q (9237.107505 sec): 3 clusters Score: Raw -4389354.174256 + Penalty 2053.441005 = -4387300.733251 nChanged 66 SP:Iteration 53Q (9237.200980 sec): 3 clusters Score: Raw -4389360.822405 + Penalty 2053.441005 = -4387307.381400 nChanged 71 SP:Iteration 54Q (9237.306707 sec): 3 clusters Score: Raw -4389368.209773 + Penalty 2053.441005 = -4387314.768768 nChanged 74 SP:Iteration 55Q (9237.410888 sec): 3 clusters Score: Raw -4389376.650728 + Penalty 2053.441005 = -4387323.209723 nChanged 75 SP:Iteration 56Q (9237.500745 sec): 3 clusters Score: Raw -4389385.723310 + Penalty 2053.441005 = -4387332.282305 nChanged 71 SP:Iteration 57Q (9237.599599 sec): 3 clusters Score: Raw -4389394.391779 + Penalty 2053.441005 = -4387340.950774 nChanged 82 SP:Iteration 58Q (9237.702450 sec): 3 clusters Score: Raw -4389405.450408 + Penalty 2053.441005 = -4387352.009403 nChanged 85 SP:Iteration 59Q (9237.808555 sec): 3 clusters Score: Raw -4389417.031263 + Penalty 2053.441005 = -4387363.590257 nChanged 77 SP:Iteration 60F (9237.912213 sec): 3 clusters Score: Raw -4389428.613776 + Penalty 2053.441005 = -4387375.172771 nChanged 91 SP:Iteration 61Q (9238.019701 sec): 3 clusters Score: Raw -4389442.916591 + Penalty 2053.441005 = -4387389.475585 nChanged 89 SP:Iteration 62Q (9238.115273 sec): 3 clusters Score: Raw -4389457.645764 + Penalty 2053.441005 = -4387404.204758 nChanged 80 SP:Iteration 63Q (9238.212725 sec): 3 clusters Score: Raw -4389468.351096 + Penalty 2053.441005 = -4387414.910091 nChanged 81 SP:Iteration 64Q (9238.306052 sec): 3 clusters Score: Raw -4389480.198416 + Penalty 2053.441005 = -4387426.757410 nChanged 83 SP:Iteration 65Q (9238.399403 sec): 3 clusters Score: Raw -4389492.251541 + Penalty 2053.441005 = -4387438.810536 nChanged 82 SP:Iteration 66Q (9238.508579 sec): 3 clusters Score: Raw -4389503.675151 + Penalty 2053.441005 = -4387450.234145 nChanged 76 SP:Iteration 67Q (9238.586712 sec): 3 clusters Score: Raw -4389513.353759 + Penalty 2053.441005 = -4387459.912754 nChanged 75 SP:Iteration 68Q (9238.685645 sec): 3 clusters Score: Raw -4389522.959886 + Penalty 2053.441005 = -4387469.518881 nChanged 65 SP:Iteration 69Q (9238.777413 sec): 3 clusters Score: Raw -4389530.920865 + Penalty 2053.441005 = -4387477.479859 nChanged 69 SP:Iteration 70Q (9238.876306 sec): 3 clusters Score: Raw -4389540.568971 + Penalty 2053.441005 = -4387487.127965 nChanged 60 SP:Iteration 71Q (9238.978105 sec): 3 clusters Score: Raw -4389549.041772 + Penalty 2053.441005 = -4387495.600767 nChanged 63 SP:Iteration 72Q (9239.073805 sec): 3 clusters Score: Raw -4389556.566683 + Penalty 2053.441005 = -4387503.125678 nChanged 61 SP:Iteration 73Q (9239.171179 sec): 3 clusters Score: Raw -4389565.181284 + Penalty 2053.441005 = -4387511.740278 nChanged 71 SP:Iteration 74Q (9239.281196 sec): 3 clusters Score: Raw -4389574.646929 + Penalty 2053.441005 = -4387521.205923 nChanged 69 SP:Iteration 75Q (9239.379597 sec): 3 clusters Score: Raw -4389584.383483 + Penalty 2053.441005 = -4387530.942477 nChanged 73 SP:Iteration 76Q (9239.469639 sec): 3 clusters Score: Raw -4389595.450972 + Penalty 2053.441005 = -4387542.009967 nChanged 68 SP:Iteration 77Q (9239.562787 sec): 3 clusters Score: Raw -4389608.404069 + Penalty 2053.441005 = -4387554.963063 nChanged 80 SP:Iteration 78Q (9239.667439 sec): 3 clusters Score: Raw -4389622.361695 + Penalty 2053.441005 = -4387568.920690 nChanged 80 SP:Iteration 79Q (9239.773236 sec): 3 clusters Score: Raw -4389637.654068 + Penalty 2053.441005 = -4387584.213063 nChanged 80 SP:Iteration 80F (9239.873225 sec): 3 clusters Score: Raw -4389653.233332 + Penalty 2053.441005 = -4387599.792327 nChanged 77 SP:Iteration 81Q (9239.965471 sec): 3 clusters Score: Raw -4389671.353948 + Penalty 2053.441005 = -4387617.912943 nChanged 100 SP:Iteration 82Q (9240.031504 sec): 3 clusters Score: Raw -4389695.226653 + Penalty 2053.441005 = -4387641.785648 nChanged 95 SP:Iteration 83Q (9240.096397 sec): 3 clusters Score: Raw -4389714.782323 + Penalty 2053.441005 = -4387661.341318 nChanged 81 SP:Iteration 84Q (9240.156879 sec): 3 clusters Score: Raw -4389730.543032 + Penalty 2053.441005 = -4387677.102027 nChanged 66 SP:Iteration 85Q (9240.260656 sec): 3 clusters Score: Raw -4389743.167797 + Penalty 2053.441005 = -4387689.726792 nChanged 83 SP:Iteration 86Q (9240.360817 sec): 3 clusters Score: Raw -4389758.411594 + Penalty 2053.441005 = -4387704.970589 nChanged 74 SP:Iteration 87Q (9240.458443 sec): 3 clusters Score: Raw -4389770.285603 + Penalty 2053.441005 = -4387716.844598 nChanged 74 SP:Iteration 88Q (9240.559276 sec): 3 clusters Score: Raw -4389784.555729 + Penalty 2053.441005 = -4387731.114724 nChanged 65 SP:Iteration 89Q (9240.662539 sec): 3 clusters Score: Raw -4389795.976091 + Penalty 2053.441005 = -4387742.535085 nChanged 63 SP:Iteration 90Q (9240.754794 sec): 3 clusters Score: Raw -4389806.693062 + Penalty 2053.441005 = -4387753.252057 nChanged 60 SP:Iteration 91Q (9240.868602 sec): 3 clusters Score: Raw -4389818.426011 + Penalty 2053.441005 = -4387764.985006 nChanged 70 SP:Iteration 92Q (9240.969500 sec): 3 clusters Score: Raw -4389833.944311 + Penalty 2053.441005 = -4387780.503306 nChanged 67 SP:Iteration 93Q (9241.060381 sec): 3 clusters Score: Raw -4389848.258347 + Penalty 2053.441005 = -4387794.817342 nChanged 67 SP:Iteration 94Q (9241.153975 sec): 3 clusters Score: Raw -4389863.436097 + Penalty 2053.441005 = -4387809.995091 nChanged 72 SP:Iteration 95Q (9241.255590 sec): 3 clusters Score: Raw -4389878.766547 + Penalty 2053.441005 = -4387825.325541 nChanged 73 SP:Iteration 96Q (9241.356767 sec): 3 clusters Score: Raw -4389894.153735 + Penalty 2053.441005 = -4387840.712730 nChanged 71 SP:Iteration 97Q (9241.453613 sec): 3 clusters Score: Raw -4389907.617224 + Penalty 2053.441005 = -4387854.176219 nChanged 58 SP:Iteration 98Q (9241.555397 sec): 3 clusters Score: Raw -4389918.940848 + Penalty 2053.441005 = -4387865.499843 nChanged 62 SP:Iteration 99Q (9241.654190 sec): 3 clusters Score: Raw -4389932.158989 + Penalty 2053.441005 = -4387878.717984 nChanged 57 SP:Iteration 100F (9241.759898 sec): 3 clusters Score: Raw -4389945.526435 + Penalty 2053.441005 = -4387892.085430 nChanged 52 SP:Iteration 101Q (9241.861239 sec): 3 clusters Score: Raw -4389958.036188 + Penalty 2053.441005 = -4387904.595183 nChanged 55 SP:Iteration 102Q (9241.959492 sec): 3 clusters Score: Raw -4389970.973713 + Penalty 2053.441005 = -4387917.532708 nChanged 53 SP:Iteration 103Q (9242.051029 sec): 3 clusters Score: Raw -4389982.490919 + Penalty 2053.441005 = -4387929.049914 nChanged 45 SP:Iteration 104Q (9242.143331 sec): 3 clusters Score: Raw -4389989.753538 + Penalty 2053.441005 = -4387936.312533 nChanged 32 SP:Iteration 105Q (9242.237462 sec): 3 clusters Score: Raw -4389995.996046 + Penalty 2053.441005 = -4387942.555041 nChanged 26 SP:Iteration 106Q (9242.340960 sec): 3 clusters Score: Raw -4389999.658577 + Penalty 2053.441005 = -4387946.217571 nChanged 28 SP:Iteration 107Q (9242.438637 sec): 3 clusters Score: Raw -4390003.379476 + Penalty 2053.441005 = -4387949.938470 nChanged 26 SP:Iteration 108Q (9242.541854 sec): 3 clusters Score: Raw -4390007.448920 + Penalty 2053.441005 = -4387954.007915 nChanged 25 SP:Iteration 109Q (9242.641546 sec): 3 clusters Score: Raw -4390012.337780 + Penalty 2053.441005 = -4387958.896775 nChanged 28 SP:Iteration 110Q (9242.738055 sec): 3 clusters Score: Raw -4390017.374541 + Penalty 2053.441005 = -4387963.933536 nChanged 29 SP:Iteration 111Q (9242.827365 sec): 3 clusters Score: Raw -4390022.435305 + Penalty 2053.441005 = -4387968.994299 nChanged 31 SP:Iteration 112Q (9242.892259 sec): 3 clusters Score: Raw -4390028.533456 + Penalty 2053.441005 = -4387975.092451 nChanged 26 SP:Iteration 113Q (9242.957084 sec): 3 clusters Score: Raw -4390033.384144 + Penalty 2053.441005 = -4387979.943139 nChanged 22 SP:Iteration 114Q (9243.022057 sec): 3 clusters Score: Raw -4390036.788044 + Penalty 2053.441005 = -4387983.347039 nChanged 22 SP:Iteration 115Q (9243.086861 sec): 3 clusters Score: Raw -4390040.525994 + Penalty 2053.441005 = -4387987.084989 nChanged 23 SP:Iteration 116Q (9243.152205 sec): 3 clusters Score: Raw -4390044.285866 + Penalty 2053.441005 = -4387990.844861 nChanged 17 SP:Iteration 117Q (9243.243613 sec): 3 clusters Score: Raw -4390046.634371 + Penalty 2053.441005 = -4387993.193365 nChanged 14 SP:Iteration 118Q (9243.349942 sec): 3 clusters Score: Raw -4390050.184896 + Penalty 2053.441005 = -4387996.743891 nChanged 21 SP:Iteration 119Q (9243.458026 sec): 3 clusters Score: Raw -4390053.823946 + Penalty 2053.441005 = -4388000.382941 nChanged 15 SP:Iteration 120F (9243.569018 sec): 3 clusters Score: Raw -4390056.021424 + Penalty 2053.441005 = -4388002.580419 nChanged 19 SP:Iteration 121Q (9243.678605 sec): 3 clusters Score: Raw -4390057.849566 + Penalty 2053.441005 = -4388004.408561 nChanged 8 SP:Iteration 122Q (9243.776583 sec): 3 clusters Score: Raw -4390058.677188 + Penalty 2053.441005 = -4388005.236183 nChanged 7 SP:Iteration 123Q (9243.876032 sec): 3 clusters Score: Raw -4390059.589309 + Penalty 2053.441005 = -4388006.148304 nChanged 7 SP:Iteration 124Q (9243.974682 sec): 3 clusters Score: Raw -4390060.582066 + Penalty 2053.441005 = -4388007.141061 nChanged 9 SP:Iteration 125Q (9244.075204 sec): 3 clusters Score: Raw -4390062.073000 + Penalty 2053.441005 = -4388008.631995 nChanged 11 SP:Iteration 126Q (9244.176139 sec): 3 clusters Score: Raw -4390064.639505 + Penalty 2053.441005 = -4388011.198500 nChanged 14 SP:Iteration 127Q (9244.273737 sec): 3 clusters Score: Raw -4390066.575780 + Penalty 2053.441005 = -4388013.134775 nChanged 13 SP:Iteration 128Q (9244.374769 sec): 3 clusters Score: Raw -4390068.456389 + Penalty 2053.441005 = -4388015.015384 nChanged 11 SP:Iteration 129Q (9244.473525 sec): 3 clusters Score: Raw -4390070.337026 + Penalty 2053.441005 = -4388016.896020 nChanged 14 SP:Iteration 130Q (9244.565475 sec): 3 clusters Score: Raw -4390072.944878 + Penalty 2053.441005 = -4388019.503873 nChanged 16 SP:Iteration 131Q (9244.678136 sec): 3 clusters Score: Raw -4390075.491168 + Penalty 2053.441005 = -4388022.050163 nChanged 13 SP:Iteration 132Q (9244.770159 sec): 3 clusters Score: Raw -4390078.740737 + Penalty 2053.441005 = -4388025.299732 nChanged 8 SP:Iteration 133Q (9244.882362 sec): 3 clusters Score: Raw -4390080.188926 + Penalty 2053.441005 = -4388026.747921 nChanged 12 SP:Iteration 134Q (9244.980178 sec): 3 clusters Score: Raw -4390082.087124 + Penalty 2053.441005 = -4388028.646119 nChanged 13 SP:Iteration 135Q (9245.081662 sec): 3 clusters Score: Raw -4390084.191336 + Penalty 2053.441005 = -4388030.750330 nChanged 10 SP:Iteration 136Q (9245.171140 sec): 3 clusters Score: Raw -4390085.646635 + Penalty 2053.441005 = -4388032.205629 nChanged 8 SP:Iteration 137Q (9245.278414 sec): 3 clusters Score: Raw -4390086.542055 + Penalty 2053.441005 = -4388033.101049 nChanged 7 SP:Iteration 138Q (9245.379572 sec): 3 clusters Score: Raw -4390087.576964 + Penalty 2053.441005 = -4388034.135958 nChanged 9 SP:Iteration 139Q (9245.474206 sec): 3 clusters Score: Raw -4390089.082767 + Penalty 2053.441005 = -4388035.641762 nChanged 9 SP:Iteration 140F (9245.569530 sec): 3 clusters Score: Raw -4390090.964404 + Penalty 2053.441005 = -4388037.523399 nChanged 8 SP:Iteration 141Q (9245.662094 sec): 3 clusters Score: Raw -4390092.243227 + Penalty 2053.441005 = -4388038.802222 nChanged 9 SP:Iteration 142Q (9245.750608 sec): 3 clusters Score: Raw -4390093.979607 + Penalty 2053.441005 = -4388040.538601 nChanged 9 SP:Iteration 143Q (9245.852593 sec): 3 clusters Score: Raw -4390095.451276 + Penalty 2053.441005 = -4388042.010270 nChanged 9 SP:Iteration 144Q (9245.952872 sec): 3 clusters Score: Raw -4390096.749878 + Penalty 2053.441005 = -4388043.308873 nChanged 7 SP:Iteration 145Q (9246.054188 sec): 3 clusters Score: Raw -4390097.642883 + Penalty 2053.441005 = -4388044.201878 nChanged 7 SP:Iteration 146Q (9246.154778 sec): 3 clusters Score: Raw -4390098.765960 + Penalty 2053.441005 = -4388045.324954 nChanged 7 SP:Iteration 147Q (9246.255472 sec): 3 clusters Score: Raw -4390099.946650 + Penalty 2053.441005 = -4388046.505644 nChanged 11 SP:Iteration 148Q (9246.348039 sec): 3 clusters Score: Raw -4390102.019205 + Penalty 2053.441005 = -4388048.578200 nChanged 10 SP:Iteration 149Q (9246.451889 sec): 3 clusters Score: Raw -4390103.483556 + Penalty 2053.441005 = -4388050.042551 nChanged 10 SP:Iteration 150Q (9246.558355 sec): 3 clusters Score: Raw -4390105.337371 + Penalty 2053.441005 = -4388051.896365 nChanged 11 SP:Iteration 151Q (9246.646141 sec): 3 clusters Score: Raw -4390107.330189 + Penalty 2053.441005 = -4388053.889183 nChanged 11 SP:Iteration 152Q (9246.742743 sec): 3 clusters Score: Raw -4390108.986451 + Penalty 2053.441005 = -4388055.545446 nChanged 10 SP:Iteration 153Q (9246.845385 sec): 3 clusters Score: Raw -4390110.501850 + Penalty 2053.441005 = -4388057.060844 nChanged 7 SP:Iteration 154Q (9246.939704 sec): 3 clusters Score: Raw -4390111.609525 + Penalty 2053.441005 = -4388058.168520 nChanged 10 SP:Iteration 155Q (9247.046274 sec): 3 clusters Score: Raw -4390112.991347 + Penalty 2053.441005 = -4388059.550341 nChanged 4 SP:Iteration 156Q (9247.145299 sec): 3 clusters Score: Raw -4390113.654190 + Penalty 2053.441005 = -4388060.213185 nChanged 6 SP:Iteration 157Q (9247.242576 sec): 3 clusters Score: Raw -4390114.715641 + Penalty 2053.441005 = -4388061.274635 nChanged 7 SP:Iteration 158Q (9247.328630 sec): 3 clusters Score: Raw -4390116.161832 + Penalty 2053.441005 = -4388062.720827 nChanged 11 SP:Iteration 159Q (9247.435026 sec): 3 clusters Score: Raw -4390118.351122 + Penalty 2053.441005 = -4388064.910117 nChanged 7 SP:Iteration 160F (9247.541277 sec): 3 clusters Score: Raw -4390119.337947 + Penalty 2053.441005 = -4388065.896942 nChanged 6 SP:Iteration 161Q (9247.637708 sec): 3 clusters Score: Raw -4390119.946300 + Penalty 2053.441005 = -4388066.505295 nChanged 3 SP:Iteration 162Q (9247.724632 sec): 3 clusters Score: Raw -4390120.447288 + Penalty 2053.441005 = -4388067.006283 nChanged 1 SP:Iteration 163Q (9247.816924 sec): 3 clusters Score: Raw -4390120.652390 + Penalty 2053.441005 = -4388067.211384 nChanged 1 SP:Iteration 164Q (9247.915344 sec): 3 clusters Score: Raw -4390120.770135 + Penalty 2053.441005 = -4388067.329129 nChanged 1 SP:Iteration 165Q (9248.011500 sec): 3 clusters Score: Raw -4390121.044584 + Penalty 2053.441005 = -4388067.603579 nChanged 2 SP:Iteration 166Q (9248.105729 sec): 3 clusters Score: Raw -4390121.189565 + Penalty 2053.441005 = -4388067.748560 nChanged 0 SP:Iteration 167F (9248.212615 sec): 3 clusters Score: Raw -4390121.189565 + Penalty 2053.441005 = -4388067.748560 nChanged 0 Trying to split cluster 4 (18884 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9248.247377 sec): 2 clusters Score: Raw -1808335.644002 + Penalty 935.376677 = -1807400.267325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9248.320426 sec): 3 clusters Score: Raw -1796656.847779 + Penalty 1870.753354 = -1794786.094425 nChanged 8705 SP:Iteration 1F (9248.386435 sec): 3 clusters Score: Raw -1801418.980405 + Penalty 1870.753354 = -1799548.227052 nChanged 1044 SP:Iteration 2F (9248.457784 sec): 3 clusters Score: Raw -1801909.714679 + Penalty 1870.753354 = -1800038.961326 nChanged 1078 SP:Iteration 3F (9248.517353 sec): 3 clusters Score: Raw -1802396.594722 + Penalty 1870.753354 = -1800525.841368 nChanged 971 SP:Iteration 4F (9248.588194 sec): 3 clusters Score: Raw -1802803.675627 + Penalty 1870.753354 = -1800932.922273 nChanged 951 SP:Iteration 5F (9248.659145 sec): 3 clusters Score: Raw -1803221.356148 + Penalty 1870.753354 = -1801350.602794 nChanged 942 SP:Iteration 6Q (9248.726628 sec): 3 clusters Score: Raw -1803656.065777 + Penalty 1870.753354 = -1801785.312423 nChanged 943 SP:Iteration 7Q (9248.798594 sec): 3 clusters Score: Raw -1804096.459411 + Penalty 1870.753354 = -1802225.706057 nChanged 902 SP:Iteration 8Q (9248.870751 sec): 3 clusters Score: Raw -1804537.110230 + Penalty 1870.753354 = -1802666.356876 nChanged 802 SP:Iteration 9Q (9248.950052 sec): 3 clusters Score: Raw -1804903.414619 + Penalty 1870.753354 = -1803032.661266 nChanged 716 SP:Iteration 10Q (9249.005351 sec): 3 clusters Score: Raw -1805233.630393 + Penalty 1870.753354 = -1803362.877040 nChanged 614 SP:Iteration 11Q (9249.077226 sec): 3 clusters Score: Raw -1805526.662205 + Penalty 1870.753354 = -1803655.908851 nChanged 572 SP:Iteration 12Q (9249.150370 sec): 3 clusters Score: Raw -1805809.500261 + Penalty 1870.753354 = -1803938.746908 nChanged 476 SP:Iteration 13Q (9249.221998 sec): 3 clusters Score: Raw -1806049.884029 + Penalty 1870.753354 = -1804179.130676 nChanged 435 SP:Iteration 14Q (9249.293267 sec): 3 clusters Score: Raw -1806271.945853 + Penalty 1870.753354 = -1804401.192500 nChanged 381 SP:Iteration 15Q (9249.363516 sec): 3 clusters Score: Raw -1806442.060225 + Penalty 1870.753354 = -1804571.306871 nChanged 323 SP:Iteration 16Q (9249.426391 sec): 3 clusters Score: Raw -1806562.024430 + Penalty 1870.753354 = -1804691.271077 nChanged 285 SP:Iteration 17Q (9249.490225 sec): 3 clusters Score: Raw -1806648.799021 + Penalty 1870.753354 = -1804778.045668 nChanged 241 SP:Iteration 18Q (9249.557872 sec): 3 clusters Score: Raw -1806717.191005 + Penalty 1870.753354 = -1804846.437651 nChanged 228 SP:Iteration 19Q (9249.625117 sec): 3 clusters Score: Raw -1806784.574824 + Penalty 1870.753354 = -1804913.821471 nChanged 227 SP:Iteration 20F (9249.692302 sec): 3 clusters Score: Raw -1806856.052524 + Penalty 1870.753354 = -1804985.299170 nChanged 217 SP:Iteration 21Q (9249.761636 sec): 3 clusters Score: Raw -1806919.383980 + Penalty 1870.753354 = -1805048.630627 nChanged 217 SP:Iteration 22Q (9249.827119 sec): 3 clusters Score: Raw -1806984.471851 + Penalty 1870.753354 = -1805113.718498 nChanged 209 SP:Iteration 23Q (9249.902205 sec): 3 clusters Score: Raw -1807045.031940 + Penalty 1870.753354 = -1805174.278587 nChanged 191 SP:Iteration 24Q (9249.967383 sec): 3 clusters Score: Raw -1807095.921903 + Penalty 1870.753354 = -1805225.168549 nChanged 177 SP:Iteration 25Q (9250.024480 sec): 3 clusters Score: Raw -1807142.452990 + Penalty 1870.753354 = -1805271.699636 nChanged 173 SP:Iteration 26Q (9250.102314 sec): 3 clusters Score: Raw -1807181.089489 + Penalty 1870.753354 = -1805310.336135 nChanged 160 SP:Iteration 27Q (9250.163274 sec): 3 clusters Score: Raw -1807217.683907 + Penalty 1870.753354 = -1805346.930553 nChanged 166 SP:Iteration 28Q (9250.223883 sec): 3 clusters Score: Raw -1807256.853873 + Penalty 1870.753354 = -1805386.100520 nChanged 138 SP:Iteration 29Q (9250.292644 sec): 3 clusters Score: Raw -1807286.865927 + Penalty 1870.753354 = -1805416.112574 nChanged 144 SP:Iteration 30Q (9250.358048 sec): 3 clusters Score: Raw -1807319.468093 + Penalty 1870.753354 = -1805448.714739 nChanged 160 SP:Iteration 31Q (9250.426701 sec): 3 clusters Score: Raw -1807358.246948 + Penalty 1870.753354 = -1805487.493594 nChanged 161 SP:Iteration 32Q (9250.492616 sec): 3 clusters Score: Raw -1807398.277143 + Penalty 1870.753354 = -1805527.523790 nChanged 153 SP:Iteration 33Q (9250.556417 sec): 3 clusters Score: Raw -1807435.526678 + Penalty 1870.753354 = -1805564.773324 nChanged 146 SP:Iteration 34Q (9250.627272 sec): 3 clusters Score: Raw -1807470.173399 + Penalty 1870.753354 = -1805599.420045 nChanged 126 SP:Iteration 35Q (9250.695230 sec): 3 clusters Score: Raw -1807501.257194 + Penalty 1870.753354 = -1805630.503841 nChanged 130 SP:Iteration 36Q (9250.766807 sec): 3 clusters Score: Raw -1807534.725743 + Penalty 1870.753354 = -1805663.972389 nChanged 124 SP:Iteration 37Q (9250.833782 sec): 3 clusters Score: Raw -1807568.204649 + Penalty 1870.753354 = -1805697.451296 nChanged 122 SP:Iteration 38Q (9250.897100 sec): 3 clusters Score: Raw -1807601.302581 + Penalty 1870.753354 = -1805730.549227 nChanged 123 SP:Iteration 39Q (9250.962674 sec): 3 clusters Score: Raw -1807636.047906 + Penalty 1870.753354 = -1805765.294553 nChanged 130 SP:Iteration 40F (9251.034635 sec): 3 clusters Score: Raw -1807680.809853 + Penalty 1870.753354 = -1805810.056500 nChanged 136 SP:Iteration 41Q (9251.098698 sec): 3 clusters Score: Raw -1807725.625190 + Penalty 1870.753354 = -1805854.871837 nChanged 115 SP:Iteration 42Q (9251.152864 sec): 3 clusters Score: Raw -1807762.278442 + Penalty 1870.753354 = -1805891.525088 nChanged 123 SP:Iteration 43Q (9251.219142 sec): 3 clusters Score: Raw -1807803.655679 + Penalty 1870.753354 = -1805932.902326 nChanged 122 SP:Iteration 44Q (9251.280589 sec): 3 clusters Score: Raw -1807844.937870 + Penalty 1870.753354 = -1805974.184517 nChanged 103 SP:Iteration 45Q (9251.351412 sec): 3 clusters Score: Raw -1807879.745687 + Penalty 1870.753354 = -1806008.992334 nChanged 104 SP:Iteration 46Q (9251.406227 sec): 3 clusters Score: Raw -1807915.217206 + Penalty 1870.753354 = -1806044.463852 nChanged 90 SP:Iteration 47Q (9251.477164 sec): 3 clusters Score: Raw -1807947.748524 + Penalty 1870.753354 = -1806076.995171 nChanged 84 SP:Iteration 48Q (9251.552675 sec): 3 clusters Score: Raw -1807974.125726 + Penalty 1870.753354 = -1806103.372372 nChanged 84 SP:Iteration 49Q (9251.621252 sec): 3 clusters Score: Raw -1808006.399681 + Penalty 1870.753354 = -1806135.646327 nChanged 92 SP:Iteration 50Q (9251.689996 sec): 3 clusters Score: Raw -1808038.248914 + Penalty 1870.753354 = -1806167.495560 nChanged 74 SP:Iteration 51Q (9251.750852 sec): 3 clusters Score: Raw -1808063.246520 + Penalty 1870.753354 = -1806192.493166 nChanged 58 SP:Iteration 52Q (9251.819148 sec): 3 clusters Score: Raw -1808080.702750 + Penalty 1870.753354 = -1806209.949397 nChanged 54 SP:Iteration 53Q (9251.895190 sec): 3 clusters Score: Raw -1808096.237239 + Penalty 1870.753354 = -1806225.483885 nChanged 57 SP:Iteration 54Q (9251.962136 sec): 3 clusters Score: Raw -1808112.453017 + Penalty 1870.753354 = -1806241.699664 nChanged 55 SP:Iteration 55Q (9252.023481 sec): 3 clusters Score: Raw -1808129.446326 + Penalty 1870.753354 = -1806258.692973 nChanged 62 SP:Iteration 56Q (9252.100181 sec): 3 clusters Score: Raw -1808150.333118 + Penalty 1870.753354 = -1806279.579765 nChanged 62 SP:Iteration 57Q (9252.158620 sec): 3 clusters Score: Raw -1808173.210364 + Penalty 1870.753354 = -1806302.457010 nChanged 67 SP:Iteration 58Q (9252.225668 sec): 3 clusters Score: Raw -1808198.177485 + Penalty 1870.753354 = -1806327.424132 nChanged 57 SP:Iteration 59Q (9252.293240 sec): 3 clusters Score: Raw -1808215.136563 + Penalty 1870.753354 = -1806344.383209 nChanged 37 SP:Iteration 60F (9252.364980 sec): 3 clusters Score: Raw -1808226.565823 + Penalty 1870.753354 = -1806355.812469 nChanged 37 SP:Iteration 61Q (9252.440925 sec): 3 clusters Score: Raw -1808237.259178 + Penalty 1870.753354 = -1806366.505825 nChanged 35 SP:Iteration 62Q (9252.487405 sec): 3 clusters Score: Raw -1808247.043990 + Penalty 1870.753354 = -1806376.290637 nChanged 38 SP:Iteration 63Q (9252.518299 sec): 3 clusters Score: Raw -1808260.037952 + Penalty 1870.753354 = -1806389.284598 nChanged 34 SP:Iteration 64Q (9252.549993 sec): 3 clusters Score: Raw -1808272.208726 + Penalty 1870.753354 = -1806401.455373 nChanged 38 SP:Iteration 65Q (9252.581702 sec): 3 clusters Score: Raw -1808286.308668 + Penalty 1870.753354 = -1806415.555314 nChanged 43 SP:Iteration 66Q (9252.613498 sec): 3 clusters Score: Raw -1808305.508423 + Penalty 1870.753354 = -1806434.755070 nChanged 48 SP:Iteration 67Q (9252.645260 sec): 3 clusters Score: Raw -1808325.718557 + Penalty 1870.753354 = -1806454.965204 nChanged 32 SP:Iteration 68Q (9252.724052 sec): 3 clusters Score: Raw -1808335.750516 + Penalty 1870.753354 = -1806464.997163 nChanged 32 SP:Iteration 69Q (9252.793422 sec): 3 clusters Score: Raw -1808346.988122 + Penalty 1870.753354 = -1806476.234768 nChanged 32 SP:Iteration 70Q (9252.854136 sec): 3 clusters Score: Raw -1808360.405168 + Penalty 1870.753354 = -1806489.651814 nChanged 29 SP:Iteration 71Q (9252.921518 sec): 3 clusters Score: Raw -1808375.903994 + Penalty 1870.753354 = -1806505.150640 nChanged 29 SP:Iteration 72Q (9252.990316 sec): 3 clusters Score: Raw -1808395.859511 + Penalty 1870.753354 = -1806525.106158 nChanged 30 SP:Iteration 73Q (9253.049390 sec): 3 clusters Score: Raw -1808420.289288 + Penalty 1870.753354 = -1806549.535934 nChanged 35 SP:Iteration 74Q (9253.122838 sec): 3 clusters Score: Raw -1808446.941072 + Penalty 1870.753354 = -1806576.187719 nChanged 27 SP:Iteration 75Q (9253.191595 sec): 3 clusters Score: Raw -1808460.307176 + Penalty 1870.753354 = -1806589.553823 nChanged 13 SP:Iteration 76Q (9253.256970 sec): 3 clusters Score: Raw -1808465.549892 + Penalty 1870.753354 = -1806594.796538 nChanged 16 SP:Iteration 77Q (9253.317748 sec): 3 clusters Score: Raw -1808474.299716 + Penalty 1870.753354 = -1806603.546362 nChanged 12 SP:Iteration 78Q (9253.390741 sec): 3 clusters Score: Raw -1808480.578728 + Penalty 1870.753354 = -1806609.825375 nChanged 8 SP:Iteration 79Q (9253.454861 sec): 3 clusters Score: Raw -1808484.572954 + Penalty 1870.753354 = -1806613.819600 nChanged 5 SP:Iteration 80F (9253.515980 sec): 3 clusters Score: Raw -1808487.173648 + Penalty 1870.753354 = -1806616.420295 nChanged 7 SP:Iteration 81Q (9253.581609 sec): 3 clusters Score: Raw -1808489.950449 + Penalty 1870.753354 = -1806619.197095 nChanged 3 SP:Iteration 82Q (9253.645637 sec): 3 clusters Score: Raw -1808490.930586 + Penalty 1870.753354 = -1806620.177233 nChanged 2 SP:Iteration 83Q (9253.719380 sec): 3 clusters Score: Raw -1808491.323989 + Penalty 1870.753354 = -1806620.570636 nChanged 0 SP:Iteration 84F (9253.787463 sec): 3 clusters Score: Raw -1808491.323989 + Penalty 1870.753354 = -1806620.570636 nChanged 0 Trying to split cluster 5 (2434 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9253.809502 sec): 2 clusters Score: Raw -225660.814575 + Penalty 740.742671 = -224920.071904 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9253.855316 sec): 3 clusters Score: Raw -224453.611244 + Penalty 1481.485342 = -222972.125902 nChanged 953 SP:Iteration 1F (9253.905820 sec): 3 clusters Score: Raw -225059.153074 + Penalty 1481.485342 = -223577.667732 nChanged 216 SP:Iteration 2F (9253.947827 sec): 3 clusters Score: Raw -225225.227744 + Penalty 1481.485342 = -223743.742402 nChanged 153 SP:Iteration 3F (9253.989370 sec): 3 clusters Score: Raw -225319.701292 + Penalty 1481.485342 = -223838.215950 nChanged 120 SP:Iteration 4Q (9254.031203 sec): 3 clusters Score: Raw -225395.786559 + Penalty 1481.485342 = -223914.301217 nChanged 107 SP:Iteration 5Q (9254.070172 sec): 3 clusters Score: Raw -225467.766224 + Penalty 1481.485342 = -223986.280882 nChanged 91 SP:Iteration 6Q (9254.111727 sec): 3 clusters Score: Raw -225529.147814 + Penalty 1481.485342 = -224047.662472 nChanged 79 SP:Iteration 7Q (9254.164081 sec): 3 clusters Score: Raw -225578.826572 + Penalty 1481.485342 = -224097.341230 nChanged 61 SP:Iteration 8Q (9254.212387 sec): 3 clusters Score: Raw -225625.872817 + Penalty 1481.485342 = -224144.387475 nChanged 50 SP:Iteration 9Q (9254.247224 sec): 3 clusters Score: Raw -225663.414600 + Penalty 1481.485342 = -224181.929258 nChanged 46 SP:Iteration 10Q (9254.256611 sec): 3 clusters Score: Raw -225699.219881 + Penalty 1481.485342 = -224217.734539 nChanged 37 SP:Iteration 11Q (9254.285997 sec): 3 clusters Score: Raw -225716.023688 + Penalty 1481.485342 = -224234.538346 nChanged 17 SP:Iteration 12Q (9254.294885 sec): 3 clusters Score: Raw -225726.287822 + Penalty 1481.485342 = -224244.802480 nChanged 23 SP:Iteration 13Q (9254.303598 sec): 3 clusters Score: Raw -225738.374276 + Penalty 1481.485342 = -224256.888934 nChanged 23 SP:Iteration 14Q (9254.312402 sec): 3 clusters Score: Raw -225750.757770 + Penalty 1481.485342 = -224269.272428 nChanged 21 SP:Iteration 15Q (9254.321219 sec): 3 clusters Score: Raw -225760.144364 + Penalty 1481.485342 = -224278.659022 nChanged 15 SP:Iteration 16Q (9254.329869 sec): 3 clusters Score: Raw -225767.555518 + Penalty 1481.485342 = -224286.070176 nChanged 17 SP:Iteration 17Q (9254.338643 sec): 3 clusters Score: Raw -225776.175843 + Penalty 1481.485342 = -224294.690501 nChanged 17 SP:Iteration 18Q (9254.347352 sec): 3 clusters Score: Raw -225783.661712 + Penalty 1481.485342 = -224302.176370 nChanged 11 SP:Iteration 19Q (9254.392123 sec): 3 clusters Score: Raw -225788.278721 + Penalty 1481.485342 = -224306.793379 nChanged 12 SP:Iteration 20F (9254.432622 sec): 3 clusters Score: Raw -225793.032988 + Penalty 1481.485342 = -224311.547646 nChanged 7 SP:Iteration 21Q (9254.491604 sec): 3 clusters Score: Raw -225795.932908 + Penalty 1481.485342 = -224314.447566 nChanged 1 SP:Iteration 22Q (9254.541591 sec): 3 clusters Score: Raw -225796.167359 + Penalty 1481.485342 = -224314.682017 nChanged 2 SP:Iteration 23Q (9254.589753 sec): 3 clusters Score: Raw -225796.725529 + Penalty 1481.485342 = -224315.240187 nChanged 1 SP:Iteration 24Q (9254.630884 sec): 3 clusters Score: Raw -225796.965666 + Penalty 1481.485342 = -224315.480324 nChanged 0 SP:Iteration 25F (9254.693099 sec): 3 clusters Score: Raw -225796.965666 + Penalty 1481.485342 = -224315.480324 nChanged 0 Trying to split cluster 6 (50222 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9254.773913 sec): 2 clusters Score: Raw -4664902.843364 + Penalty 1028.299803 = -4663874.543561 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9254.888414 sec): 3 clusters Score: Raw -4632309.440592 + Penalty 2056.599607 = -4630252.840985 nChanged 23964 SP:Iteration 1F (9254.997700 sec): 3 clusters Score: Raw -4646159.932463 + Penalty 2056.599607 = -4644103.332856 nChanged 1892 SP:Iteration 2Q (9255.116082 sec): 3 clusters Score: Raw -4646727.888421 + Penalty 2056.599607 = -4644671.288814 nChanged 2157 SP:Iteration 3Q (9255.224350 sec): 3 clusters Score: Raw -4647540.905056 + Penalty 2056.599607 = -4645484.305449 nChanged 2534 SP:Iteration 4F (9255.338769 sec): 3 clusters Score: Raw -4648743.873968 + Penalty 2056.599607 = -4646687.274361 nChanged 3072 SP:Iteration 5F (9255.415000 sec): 3 clusters Score: Raw -4650637.338208 + Penalty 2056.599607 = -4648580.738601 nChanged 3648 SP:Iteration 6F (9255.512271 sec): 3 clusters Score: Raw -4653380.832786 + Penalty 2056.599607 = -4651324.233179 nChanged 3910 SP:Iteration 7F (9255.613143 sec): 3 clusters Score: Raw -4656833.842887 + Penalty 2056.599607 = -4654777.243280 nChanged 3513 SP:Iteration 8F (9255.711835 sec): 3 clusters Score: Raw -4660222.980179 + Penalty 2056.599607 = -4658166.380572 nChanged 2461 SP:Iteration 9Q (9255.820675 sec): 3 clusters Score: Raw -4662626.576440 + Penalty 2056.599607 = -4660569.976834 nChanged 1421 SP:Iteration 10Q (9255.924152 sec): 3 clusters Score: Raw -4663953.763157 + Penalty 2056.599607 = -4661897.163550 nChanged 662 SP:Iteration 11Q (9256.013667 sec): 3 clusters Score: Raw -4664530.355813 + Penalty 2056.599607 = -4662473.756206 nChanged 297 SP:Iteration 12Q (9256.107839 sec): 3 clusters Score: Raw -4664805.083088 + Penalty 2056.599607 = -4662748.483481 nChanged 109 SP:Iteration 13Q (9256.203257 sec): 3 clusters Score: Raw -4664906.545372 + Penalty 2056.599607 = -4662849.945765 nChanged 41 SP:Iteration 14Q (9256.294880 sec): 3 clusters Score: Raw -4664962.747832 + Penalty 2056.599607 = -4662906.148225 nChanged 29 SP:Iteration 15Q (9256.387711 sec): 3 clusters Score: Raw -4664995.063676 + Penalty 2056.599607 = -4662938.464069 nChanged 14 SP:Iteration 16Q (9256.482040 sec): 3 clusters Score: Raw -4665010.521921 + Penalty 2056.599607 = -4662953.922314 nChanged 8 SP:Iteration 17Q (9256.585416 sec): 3 clusters Score: Raw -4665019.982171 + Penalty 2056.599607 = -4662963.382564 nChanged 4 SP:Iteration 18Q (9256.673886 sec): 3 clusters Score: Raw -4665023.743256 + Penalty 2056.599607 = -4662967.143650 nChanged 2 SP:Iteration 19Q (9256.765545 sec): 3 clusters Score: Raw -4665025.674425 + Penalty 2056.599607 = -4662969.074818 nChanged 1 SP:Iteration 20F (9256.865378 sec): 3 clusters Score: Raw -4665029.173939 + Penalty 2056.599607 = -4662972.574333 nChanged 3 SP:Iteration 21Q (9256.959052 sec): 3 clusters Score: Raw -4665032.511971 + Penalty 2056.599607 = -4662975.912364 nChanged 2 SP:Iteration 22Q (9257.054241 sec): 3 clusters Score: Raw -4665034.983353 + Penalty 2056.599607 = -4662978.383746 nChanged 1 SP:Iteration 23Q (9257.150933 sec): 3 clusters Score: Raw -4665036.671436 + Penalty 2056.599607 = -4662980.071830 nChanged 1 SP:Iteration 24Q (9257.244827 sec): 3 clusters Score: Raw -4665039.886574 + Penalty 2056.599607 = -4662983.286967 nChanged 2 SP:Iteration 25Q (9257.334325 sec): 3 clusters Score: Raw -4665042.036025 + Penalty 2056.599607 = -4662985.436418 nChanged 2 SP:Iteration 26Q (9257.430033 sec): 3 clusters Score: Raw -4665043.917697 + Penalty 2056.599607 = -4662987.318091 nChanged 1 SP:Iteration 27Q (9257.518696 sec): 3 clusters Score: Raw -4665044.440842 + Penalty 2056.599607 = -4662987.841235 nChanged 2 SP:Iteration 28Q (9257.613439 sec): 3 clusters Score: Raw -4665046.585297 + Penalty 2056.599607 = -4662989.985690 nChanged 2 SP:Iteration 29Q (9257.703851 sec): 3 clusters Score: Raw -4665049.786538 + Penalty 2056.599607 = -4662993.186932 nChanged 0 SP:Iteration 30F (9257.797519 sec): 3 clusters Score: Raw -4665049.786538 + Penalty 2056.599607 = -4662993.186932 nChanged 0 Trying to split cluster 7 (22563 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9257.847472 sec): 2 clusters Score: Raw -2092265.571330 + Penalty 952.286334 = -2091313.284995 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9257.926038 sec): 3 clusters Score: Raw -2078060.141469 + Penalty 1904.572668 = -2076155.568800 nChanged 10549 SP:Iteration 1F (9258.003085 sec): 3 clusters Score: Raw -2084075.486772 + Penalty 1904.572668 = -2082170.914104 nChanged 1047 SP:Iteration 2Q (9258.062146 sec): 3 clusters Score: Raw -2084460.231125 + Penalty 1904.572668 = -2082555.658456 nChanged 1085 SP:Iteration 3Q (9258.131270 sec): 3 clusters Score: Raw -2084971.896212 + Penalty 1904.572668 = -2083067.323543 nChanged 1175 SP:Iteration 4F (9258.208732 sec): 3 clusters Score: Raw -2085662.622365 + Penalty 1904.572668 = -2083758.049697 nChanged 1266 SP:Iteration 5F (9258.286269 sec): 3 clusters Score: Raw -2086634.953715 + Penalty 1904.572668 = -2084730.381047 nChanged 1312 SP:Iteration 6F (9258.362909 sec): 3 clusters Score: Raw -2087797.466120 + Penalty 1904.572668 = -2085892.893452 nChanged 1261 SP:Iteration 7F (9258.436037 sec): 3 clusters Score: Raw -2088911.669712 + Penalty 1904.572668 = -2087007.097043 nChanged 1067 SP:Iteration 8Q (9258.504219 sec): 3 clusters Score: Raw -2089639.538322 + Penalty 1904.572668 = -2087734.965654 nChanged 772 SP:Iteration 9Q (9258.581909 sec): 3 clusters Score: Raw -2090071.845012 + Penalty 1904.572668 = -2088167.272343 nChanged 612 SP:Iteration 10Q (9258.657017 sec): 3 clusters Score: Raw -2090347.646814 + Penalty 1904.572668 = -2088443.074146 nChanged 483 SP:Iteration 11Q (9258.733939 sec): 3 clusters Score: Raw -2090568.387879 + Penalty 1904.572668 = -2088663.815211 nChanged 436 SP:Iteration 12Q (9258.793701 sec): 3 clusters Score: Raw -2090772.549261 + Penalty 1904.572668 = -2088867.976593 nChanged 417 SP:Iteration 13Q (9258.863367 sec): 3 clusters Score: Raw -2090971.165073 + Penalty 1904.572668 = -2089066.592404 nChanged 390 SP:Iteration 14Q (9258.932016 sec): 3 clusters Score: Raw -2091163.988816 + Penalty 1904.572668 = -2089259.416147 nChanged 361 SP:Iteration 15Q (9258.973761 sec): 3 clusters Score: Raw -2091332.629104 + Penalty 1904.572668 = -2089428.056435 nChanged 301 SP:Iteration 16Q (9259.011312 sec): 3 clusters Score: Raw -2091476.510393 + Penalty 1904.572668 = -2089571.937725 nChanged 276 SP:Iteration 17Q (9259.047924 sec): 3 clusters Score: Raw -2091609.867285 + Penalty 1904.572668 = -2089705.294617 nChanged 254 SP:Iteration 18Q (9259.124049 sec): 3 clusters Score: Raw -2091725.229267 + Penalty 1904.572668 = -2089820.656598 nChanged 235 SP:Iteration 19Q (9259.206048 sec): 3 clusters Score: Raw -2091838.955276 + Penalty 1904.572668 = -2089934.382607 nChanged 201 SP:Iteration 20F (9259.280479 sec): 3 clusters Score: Raw -2091947.182675 + Penalty 1904.572668 = -2090042.610006 nChanged 170 SP:Iteration 21Q (9259.347949 sec): 3 clusters Score: Raw -2092040.199063 + Penalty 1904.572668 = -2090135.626395 nChanged 140 SP:Iteration 22Q (9259.420677 sec): 3 clusters Score: Raw -2092114.653354 + Penalty 1904.572668 = -2090210.080686 nChanged 105 SP:Iteration 23Q (9259.485584 sec): 3 clusters Score: Raw -2092171.029893 + Penalty 1904.572668 = -2090266.457225 nChanged 94 SP:Iteration 24Q (9259.555070 sec): 3 clusters Score: Raw -2092228.480982 + Penalty 1904.572668 = -2090323.908313 nChanged 80 SP:Iteration 25Q (9259.626439 sec): 3 clusters Score: Raw -2092278.994310 + Penalty 1904.572668 = -2090374.421641 nChanged 64 SP:Iteration 26Q (9259.695613 sec): 3 clusters Score: Raw -2092321.734947 + Penalty 1904.572668 = -2090417.162278 nChanged 47 SP:Iteration 27Q (9259.767929 sec): 3 clusters Score: Raw -2092351.768550 + Penalty 1904.572668 = -2090447.195881 nChanged 32 SP:Iteration 28Q (9259.839442 sec): 3 clusters Score: Raw -2092368.724133 + Penalty 1904.572668 = -2090464.151465 nChanged 20 SP:Iteration 29Q (9259.916266 sec): 3 clusters Score: Raw -2092380.457410 + Penalty 1904.572668 = -2090475.884741 nChanged 19 SP:Iteration 30Q (9259.977951 sec): 3 clusters Score: Raw -2092391.210846 + Penalty 1904.572668 = -2090486.638178 nChanged 17 SP:Iteration 31Q (9260.048184 sec): 3 clusters Score: Raw -2092403.514573 + Penalty 1904.572668 = -2090498.941905 nChanged 9 SP:Iteration 32Q (9260.121387 sec): 3 clusters Score: Raw -2092408.970733 + Penalty 1904.572668 = -2090504.398065 nChanged 6 SP:Iteration 33Q (9260.193925 sec): 3 clusters Score: Raw -2092411.569850 + Penalty 1904.572668 = -2090506.997181 nChanged 5 SP:Iteration 34Q (9260.266882 sec): 3 clusters Score: Raw -2092415.081783 + Penalty 1904.572668 = -2090510.509115 nChanged 8 SP:Iteration 35Q (9260.338463 sec): 3 clusters Score: Raw -2092420.838077 + Penalty 1904.572668 = -2090516.265408 nChanged 5 SP:Iteration 36Q (9260.411370 sec): 3 clusters Score: Raw -2092422.350104 + Penalty 1904.572668 = -2090517.777435 nChanged 2 SP:Iteration 37Q (9260.482340 sec): 3 clusters Score: Raw -2092423.557254 + Penalty 1904.572668 = -2090518.984585 nChanged 4 SP:Iteration 38Q (9260.547824 sec): 3 clusters Score: Raw -2092424.788076 + Penalty 1904.572668 = -2090520.215408 nChanged 2 SP:Iteration 39Q (9260.624440 sec): 3 clusters Score: Raw -2092425.172460 + Penalty 1904.572668 = -2090520.599792 nChanged 1 SP:Iteration 40F (9260.693609 sec): 3 clusters Score: Raw -2092425.701071 + Penalty 1904.572668 = -2090521.128402 nChanged 1 SP:Iteration 41Q (9260.764940 sec): 3 clusters Score: Raw -2092426.009144 + Penalty 1904.572668 = -2090521.436476 nChanged 1 SP:Iteration 42Q (9260.842785 sec): 3 clusters Score: Raw -2092427.763095 + Penalty 1904.572668 = -2090523.190427 nChanged 2 SP:Iteration 43Q (9260.915847 sec): 3 clusters Score: Raw -2092429.159305 + Penalty 1904.572668 = -2090524.586636 nChanged 2 SP:Iteration 44Q (9260.977183 sec): 3 clusters Score: Raw -2092429.830102 + Penalty 1904.572668 = -2090525.257433 nChanged 1 SP:Iteration 45Q (9261.052343 sec): 3 clusters Score: Raw -2092429.994914 + Penalty 1904.572668 = -2090525.422246 nChanged 0 SP:Iteration 46F (9261.128296 sec): 3 clusters Score: Raw -2092429.994914 + Penalty 1904.572668 = -2090525.422246 nChanged 0 Trying to split cluster 8 (15023 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9261.182951 sec): 2 clusters Score: Raw -1426739.697783 + Penalty 913.647076 = -1425826.050707 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9261.252064 sec): 3 clusters Score: Raw -1417579.994312 + Penalty 1827.294151 = -1415752.700161 nChanged 6918 SP:Iteration 1F (9261.308402 sec): 3 clusters Score: Raw -1421319.420234 + Penalty 1827.294151 = -1419492.126083 nChanged 771 SP:Iteration 2F (9261.383451 sec): 3 clusters Score: Raw -1421632.533455 + Penalty 1827.294151 = -1419805.239304 nChanged 819 SP:Iteration 3F (9261.448846 sec): 3 clusters Score: Raw -1422017.890520 + Penalty 1827.294151 = -1420190.596369 nChanged 885 SP:Iteration 4F (9261.516478 sec): 3 clusters Score: Raw -1422522.532463 + Penalty 1827.294151 = -1420695.238312 nChanged 1038 SP:Iteration 5F (9261.581961 sec): 3 clusters Score: Raw -1423248.493645 + Penalty 1827.294151 = -1421421.199493 nChanged 1123 SP:Iteration 6F (9261.638319 sec): 3 clusters Score: Raw -1424135.958910 + Penalty 1827.294151 = -1422308.664759 nChanged 1012 SP:Iteration 7F (9261.714226 sec): 3 clusters Score: Raw -1425011.834478 + Penalty 1827.294151 = -1423184.540327 nChanged 781 SP:Iteration 8F (9261.770876 sec): 3 clusters Score: Raw -1425690.007911 + Penalty 1827.294151 = -1423862.713759 nChanged 534 SP:Iteration 9Q (9261.839046 sec): 3 clusters Score: Raw -1426152.365904 + Penalty 1827.294151 = -1424325.071753 nChanged 345 SP:Iteration 10Q (9261.915685 sec): 3 clusters Score: Raw -1426410.823590 + Penalty 1827.294151 = -1424583.529439 nChanged 216 SP:Iteration 11Q (9261.973073 sec): 3 clusters Score: Raw -1426574.034326 + Penalty 1827.294151 = -1424746.740175 nChanged 123 SP:Iteration 12Q (9262.037369 sec): 3 clusters Score: Raw -1426665.974404 + Penalty 1827.294151 = -1424838.680252 nChanged 77 SP:Iteration 13Q (9262.096577 sec): 3 clusters Score: Raw -1426717.154958 + Penalty 1827.294151 = -1424889.860806 nChanged 53 SP:Iteration 14Q (9262.154974 sec): 3 clusters Score: Raw -1426756.653479 + Penalty 1827.294151 = -1424929.359328 nChanged 47 SP:Iteration 15Q (9262.226969 sec): 3 clusters Score: Raw -1426790.759796 + Penalty 1827.294151 = -1424963.465644 nChanged 31 SP:Iteration 16Q (9262.291248 sec): 3 clusters Score: Raw -1426813.046353 + Penalty 1827.294151 = -1424985.752201 nChanged 20 SP:Iteration 17Q (9262.345119 sec): 3 clusters Score: Raw -1426830.638843 + Penalty 1827.294151 = -1425003.344691 nChanged 16 SP:Iteration 18Q (9262.406433 sec): 3 clusters Score: Raw -1426844.270655 + Penalty 1827.294151 = -1425016.976503 nChanged 16 SP:Iteration 19Q (9262.477658 sec): 3 clusters Score: Raw -1426854.981430 + Penalty 1827.294151 = -1425027.687278 nChanged 10 SP:Iteration 20F (9262.540827 sec): 3 clusters Score: Raw -1426859.500306 + Penalty 1827.294151 = -1425032.206155 nChanged 6 SP:Iteration 21Q (9262.605546 sec): 3 clusters Score: Raw -1426863.204917 + Penalty 1827.294151 = -1425035.910766 nChanged 3 SP:Iteration 22Q (9262.665250 sec): 3 clusters Score: Raw -1426865.403687 + Penalty 1827.294151 = -1425038.109536 nChanged 3 SP:Iteration 23Q (9262.726996 sec): 3 clusters Score: Raw -1426867.341432 + Penalty 1827.294151 = -1425040.047281 nChanged 0 SP:Iteration 24F (9262.792035 sec): 3 clusters Score: Raw -1426867.341432 + Penalty 1827.294151 = -1425040.047281 nChanged 0 Trying to split cluster 9 (1935 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9262.818902 sec): 2 clusters Score: Raw -176303.938593 + Penalty 718.946948 = -175584.991646 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9262.869693 sec): 3 clusters Score: Raw -175392.161873 + Penalty 1437.893895 = -173954.267978 nChanged 715 SP:Iteration 1F (9262.919305 sec): 3 clusters Score: Raw -175840.709263 + Penalty 1437.893895 = -174402.815368 nChanged 158 SP:Iteration 2F (9262.960285 sec): 3 clusters Score: Raw -175964.161619 + Penalty 1437.893895 = -174526.267724 nChanged 128 SP:Iteration 3F (9263.015935 sec): 3 clusters Score: Raw -176073.991737 + Penalty 1437.893895 = -174636.097842 nChanged 126 SP:Iteration 4F (9263.067533 sec): 3 clusters Score: Raw -176186.998741 + Penalty 1437.893895 = -174749.104846 nChanged 114 SP:Iteration 5F (9263.108081 sec): 3 clusters Score: Raw -176280.091221 + Penalty 1437.893895 = -174842.197326 nChanged 86 SP:Iteration 6Q (9263.163834 sec): 3 clusters Score: Raw -176355.472752 + Penalty 1437.893895 = -174917.578857 nChanged 74 SP:Iteration 7Q (9263.203385 sec): 3 clusters Score: Raw -176417.607038 + Penalty 1437.893895 = -174979.713143 nChanged 60 SP:Iteration 8Q (9263.258883 sec): 3 clusters Score: Raw -176466.933739 + Penalty 1437.893895 = -175029.039844 nChanged 52 SP:Iteration 9Q (9263.306568 sec): 3 clusters Score: Raw -176504.110923 + Penalty 1437.893895 = -175066.217028 nChanged 35 SP:Iteration 10Q (9263.358766 sec): 3 clusters Score: Raw -176536.252873 + Penalty 1437.893895 = -175098.358978 nChanged 37 SP:Iteration 11Q (9263.397364 sec): 3 clusters Score: Raw -176559.694364 + Penalty 1437.893895 = -175121.800469 nChanged 19 SP:Iteration 12Q (9263.436725 sec): 3 clusters Score: Raw -176571.910565 + Penalty 1437.893895 = -175134.016670 nChanged 12 SP:Iteration 13Q (9263.472254 sec): 3 clusters Score: Raw -176577.847266 + Penalty 1437.893895 = -175139.953371 nChanged 3 SP:Iteration 14Q (9263.516762 sec): 3 clusters Score: Raw -176578.402508 + Penalty 1437.893895 = -175140.508613 nChanged 2 SP:Iteration 15Q (9263.561181 sec): 3 clusters Score: Raw -176579.315860 + Penalty 1437.893895 = -175141.421965 nChanged 2 SP:Iteration 16Q (9263.604251 sec): 3 clusters Score: Raw -176580.110311 + Penalty 1437.893895 = -175142.216416 nChanged 2 SP:Iteration 17Q (9263.646055 sec): 3 clusters Score: Raw -176580.864519 + Penalty 1437.893895 = -175142.970624 nChanged 0 SP:Iteration 18F (9263.691812 sec): 3 clusters Score: Raw -176580.864519 + Penalty 1437.893895 = -175142.970624 nChanged 0 Trying to split cluster 10 (67657 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9263.776834 sec): 2 clusters Score: Raw -6419056.207715 + Penalty 1056.609580 = -6417999.598136 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9263.905185 sec): 3 clusters Score: Raw -6374870.742666 + Penalty 2113.219159 = -6372757.523507 nChanged 32557 SP:Iteration 1F (9264.033831 sec): 3 clusters Score: Raw -6394299.657009 + Penalty 2113.219159 = -6392186.437850 nChanged 3022 SP:Iteration 2Q (9264.167071 sec): 3 clusters Score: Raw -6395601.955226 + Penalty 2113.219159 = -6393488.736067 nChanged 3842 SP:Iteration 3F (9264.295139 sec): 3 clusters Score: Raw -6397780.488443 + Penalty 2113.219159 = -6395667.269283 nChanged 4767 SP:Iteration 4F (9264.424895 sec): 3 clusters Score: Raw -6401143.130968 + Penalty 2113.219159 = -6399029.911808 nChanged 5352 SP:Iteration 5F (9264.552301 sec): 3 clusters Score: Raw -6405678.370145 + Penalty 2113.219159 = -6403565.150985 nChanged 4959 SP:Iteration 6F (9264.678575 sec): 3 clusters Score: Raw -6410529.385069 + Penalty 2113.219159 = -6408416.165910 nChanged 3614 SP:Iteration 7F (9264.805518 sec): 3 clusters Score: Raw -6414615.807115 + Penalty 2113.219159 = -6412502.587956 nChanged 2294 SP:Iteration 8Q (9264.931292 sec): 3 clusters Score: Raw -6417050.609129 + Penalty 2113.219159 = -6414937.389969 nChanged 1469 SP:Iteration 9Q (9265.044575 sec): 3 clusters Score: Raw -6418118.001151 + Penalty 2113.219159 = -6416004.781992 nChanged 938 SP:Iteration 10Q (9265.167277 sec): 3 clusters Score: Raw -6418618.677475 + Penalty 2113.219159 = -6416505.458315 nChanged 667 SP:Iteration 11Q (9265.287431 sec): 3 clusters Score: Raw -6418889.022548 + Penalty 2113.219159 = -6416775.803389 nChanged 499 SP:Iteration 12Q (9265.407164 sec): 3 clusters Score: Raw -6419053.333253 + Penalty 2113.219159 = -6416940.114094 nChanged 410 SP:Iteration 13Q (9265.526020 sec): 3 clusters Score: Raw -6419171.255870 + Penalty 2113.219159 = -6417058.036710 nChanged 367 SP:Iteration 14Q (9265.639148 sec): 3 clusters Score: Raw -6419259.966181 + Penalty 2113.219159 = -6417146.747022 nChanged 285 SP:Iteration 15Q (9265.759901 sec): 3 clusters Score: Raw -6419313.529295 + Penalty 2113.219159 = -6417200.310136 nChanged 233 SP:Iteration 16Q (9265.879643 sec): 3 clusters Score: Raw -6419355.387987 + Penalty 2113.219159 = -6417242.168828 nChanged 207 SP:Iteration 17Q (9265.994192 sec): 3 clusters Score: Raw -6419388.579000 + Penalty 2113.219159 = -6417275.359840 nChanged 174 SP:Iteration 18Q (9266.123728 sec): 3 clusters Score: Raw -6419413.664494 + Penalty 2113.219159 = -6417300.445334 nChanged 151 SP:Iteration 19Q (9266.252925 sec): 3 clusters Score: Raw -6419435.511357 + Penalty 2113.219159 = -6417322.292197 nChanged 141 SP:Iteration 20F (9266.385759 sec): 3 clusters Score: Raw -6419453.720817 + Penalty 2113.219159 = -6417340.501658 nChanged 113 SP:Iteration 21Q (9266.518407 sec): 3 clusters Score: Raw -6419467.644810 + Penalty 2113.219159 = -6417354.425650 nChanged 113 SP:Iteration 22Q (9266.645062 sec): 3 clusters Score: Raw -6419480.297479 + Penalty 2113.219159 = -6417367.078319 nChanged 100 SP:Iteration 23Q (9266.761315 sec): 3 clusters Score: Raw -6419491.295671 + Penalty 2113.219159 = -6417378.076511 nChanged 82 SP:Iteration 24Q (9266.882290 sec): 3 clusters Score: Raw -6419500.258158 + Penalty 2113.219159 = -6417387.038998 nChanged 75 SP:Iteration 25Q (9267.003884 sec): 3 clusters Score: Raw -6419507.729583 + Penalty 2113.219159 = -6417394.510423 nChanged 80 SP:Iteration 26Q (9267.132748 sec): 3 clusters Score: Raw -6419514.894792 + Penalty 2113.219159 = -6417401.675633 nChanged 73 SP:Iteration 27Q (9267.264315 sec): 3 clusters Score: Raw -6419520.274386 + Penalty 2113.219159 = -6417407.055226 nChanged 58 SP:Iteration 28Q (9267.385363 sec): 3 clusters Score: Raw -6419524.007960 + Penalty 2113.219159 = -6417410.788800 nChanged 52 SP:Iteration 29Q (9267.516956 sec): 3 clusters Score: Raw -6419526.774487 + Penalty 2113.219159 = -6417413.555328 nChanged 45 SP:Iteration 30Q (9267.632408 sec): 3 clusters Score: Raw -6419529.480679 + Penalty 2113.219159 = -6417416.261519 nChanged 49 SP:Iteration 31Q (9267.759518 sec): 3 clusters Score: Raw -6419532.527192 + Penalty 2113.219159 = -6417419.308033 nChanged 53 SP:Iteration 32Q (9267.871191 sec): 3 clusters Score: Raw -6419535.506145 + Penalty 2113.219159 = -6417422.286986 nChanged 45 SP:Iteration 33Q (9268.002624 sec): 3 clusters Score: Raw -6419537.929445 + Penalty 2113.219159 = -6417424.710286 nChanged 34 SP:Iteration 34Q (9268.123802 sec): 3 clusters Score: Raw -6419539.769020 + Penalty 2113.219159 = -6417426.549860 nChanged 38 SP:Iteration 35Q (9268.244977 sec): 3 clusters Score: Raw -6419541.983265 + Penalty 2113.219159 = -6417428.764105 nChanged 39 SP:Iteration 36Q (9268.365660 sec): 3 clusters Score: Raw -6419544.181726 + Penalty 2113.219159 = -6417430.962566 nChanged 34 SP:Iteration 37Q (9268.484474 sec): 3 clusters Score: Raw -6419545.932680 + Penalty 2113.219159 = -6417432.713521 nChanged 34 SP:Iteration 38Q (9268.592586 sec): 3 clusters Score: Raw -6419548.089775 + Penalty 2113.219159 = -6417434.870616 nChanged 34 SP:Iteration 39Q (9268.715347 sec): 3 clusters Score: Raw -6419549.867846 + Penalty 2113.219159 = -6417436.648687 nChanged 31 SP:Iteration 40F (9268.846934 sec): 3 clusters Score: Raw -6419551.662616 + Penalty 2113.219159 = -6417438.443456 nChanged 27 SP:Iteration 41Q (9268.969174 sec): 3 clusters Score: Raw -6419552.876276 + Penalty 2113.219159 = -6417439.657117 nChanged 18 SP:Iteration 42Q (9269.093450 sec): 3 clusters Score: Raw -6419553.757728 + Penalty 2113.219159 = -6417440.538568 nChanged 19 SP:Iteration 43Q (9269.224399 sec): 3 clusters Score: Raw -6419554.557684 + Penalty 2113.219159 = -6417441.338525 nChanged 13 SP:Iteration 44Q (9269.338446 sec): 3 clusters Score: Raw -6419555.111242 + Penalty 2113.219159 = -6417441.892083 nChanged 25 SP:Iteration 45Q (9269.463019 sec): 3 clusters Score: Raw -6419556.482414 + Penalty 2113.219159 = -6417443.263255 nChanged 26 SP:Iteration 46Q (9269.601649 sec): 3 clusters Score: Raw -6419558.071040 + Penalty 2113.219159 = -6417444.851881 nChanged 25 SP:Iteration 47Q (9269.721115 sec): 3 clusters Score: Raw -6419559.762355 + Penalty 2113.219159 = -6417446.543196 nChanged 30 SP:Iteration 48Q (9269.844226 sec): 3 clusters Score: Raw -6419561.622496 + Penalty 2113.219159 = -6417448.403337 nChanged 29 SP:Iteration 49Q (9269.979835 sec): 3 clusters Score: Raw -6419563.837320 + Penalty 2113.219159 = -6417450.618161 nChanged 37 SP:Iteration 50Q (9270.099111 sec): 3 clusters Score: Raw -6419566.485111 + Penalty 2113.219159 = -6417453.265952 nChanged 37 SP:Iteration 51Q (9270.230024 sec): 3 clusters Score: Raw -6419568.580501 + Penalty 2113.219159 = -6417455.361341 nChanged 38 SP:Iteration 52Q (9270.354499 sec): 3 clusters Score: Raw -6419570.443728 + Penalty 2113.219159 = -6417457.224568 nChanged 25 SP:Iteration 53Q (9270.472139 sec): 3 clusters Score: Raw -6419571.429706 + Penalty 2113.219159 = -6417458.210547 nChanged 21 SP:Iteration 54Q (9270.610751 sec): 3 clusters Score: Raw -6419572.254512 + Penalty 2113.219159 = -6417459.035353 nChanged 17 SP:Iteration 55Q (9270.737191 sec): 3 clusters Score: Raw -6419572.770595 + Penalty 2113.219159 = -6417459.551436 nChanged 10 SP:Iteration 56Q (9270.861624 sec): 3 clusters Score: Raw -6419573.150896 + Penalty 2113.219159 = -6417459.931737 nChanged 9 SP:Iteration 57Q (9270.978878 sec): 3 clusters Score: Raw -6419573.466734 + Penalty 2113.219159 = -6417460.247575 nChanged 10 SP:Iteration 58Q (9271.114318 sec): 3 clusters Score: Raw -6419573.896284 + Penalty 2113.219159 = -6417460.677124 nChanged 14 SP:Iteration 59Q (9271.202914 sec): 3 clusters Score: Raw -6419574.477486 + Penalty 2113.219159 = -6417461.258326 nChanged 9 SP:Iteration 60F (9271.325584 sec): 3 clusters Score: Raw -6419574.697828 + Penalty 2113.219159 = -6417461.478668 nChanged 6 SP:Iteration 61Q (9271.451841 sec): 3 clusters Score: Raw -6419574.888882 + Penalty 2113.219159 = -6417461.669723 nChanged 7 SP:Iteration 62Q (9271.588186 sec): 3 clusters Score: Raw -6419575.124089 + Penalty 2113.219159 = -6417461.904929 nChanged 7 SP:Iteration 63Q (9271.716135 sec): 3 clusters Score: Raw -6419575.394877 + Penalty 2113.219159 = -6417462.175718 nChanged 11 SP:Iteration 64Q (9271.832826 sec): 3 clusters Score: Raw -6419575.790910 + Penalty 2113.219159 = -6417462.571751 nChanged 9 SP:Iteration 65Q (9271.955914 sec): 3 clusters Score: Raw -6419576.194895 + Penalty 2113.219159 = -6417462.975736 nChanged 9 SP:Iteration 66Q (9272.070957 sec): 3 clusters Score: Raw -6419576.598564 + Penalty 2113.219159 = -6417463.379405 nChanged 9 SP:Iteration 67Q (9272.187382 sec): 3 clusters Score: Raw -6419576.850222 + Penalty 2113.219159 = -6417463.631063 nChanged 4 SP:Iteration 68Q (9272.322371 sec): 3 clusters Score: Raw -6419576.940700 + Penalty 2113.219159 = -6417463.721540 nChanged 1 SP:Iteration 69Q (9272.446344 sec): 3 clusters Score: Raw -6419576.955921 + Penalty 2113.219159 = -6417463.736762 nChanged 0 SP:Iteration 70F (9272.567733 sec): 3 clusters Score: Raw -6419576.955921 + Penalty 2113.219159 = -6417463.736762 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9272.608738 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9272.658022 sec): 3 clusters Score: Raw -16206.607116 + Penalty 1023.054062 = -15183.553054 nChanged 54 SP:Iteration 1F (9272.706528 sec): 3 clusters Score: Raw -16332.651391 + Penalty 1023.054062 = -15309.597329 nChanged 20 SP:Iteration 2F (9272.750854 sec): 3 clusters Score: Raw -16434.011942 + Penalty 1023.054062 = -15410.957880 nChanged 16 SP:Iteration 3F (9272.805485 sec): 3 clusters Score: Raw -16530.106742 + Penalty 1023.054062 = -15507.052680 nChanged 15 SP:Iteration 4F (9272.842687 sec): 3 clusters Score: Raw -16679.795643 + Penalty 1023.054062 = -15656.741581 nChanged 11 SP:Iteration 5F (9272.902066 sec): 3 clusters Score: Raw -16858.164562 + Penalty 1023.054062 = -15835.110500 nChanged 6 SP:Iteration 6Q (9272.950012 sec): 3 clusters Score: Raw -16916.837833 + Penalty 1023.054062 = -15893.783771 nChanged 2 SP:Iteration 7Q (9272.995990 sec): 3 clusters Score: Raw -16926.184546 + Penalty 1023.054062 = -15903.130484 nChanged 1 SP:Iteration 8Q (9273.037017 sec): 3 clusters Score: Raw -16928.977132 + Penalty 1023.054062 = -15905.923070 nChanged 0 SP:Iteration 9F (9273.096610 sec): 3 clusters Score: Raw -16928.977132 + Penalty 1023.054062 = -15905.923070 nChanged 0 Score: Raw -89569543.362106 + Penalty 55047.896722 = -89514495.465385 Splitting cluster 11 changes total score from -89515065.121758 to -89514495.465385 So it's not getting split. Trying to split cluster 12 (26080 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9292.427174 sec): 2 clusters Score: Raw -2321988.223500 + Penalty 966.047782 = -2321022.175719 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9292.473481 sec): 3 clusters Score: Raw -2305666.948867 + Penalty 1932.095563 = -2303734.853304 nChanged 12218 SP:Iteration 1F (9292.561744 sec): 3 clusters Score: Raw -2312969.129381 + Penalty 1932.095563 = -2311037.033817 nChanged 1436 SP:Iteration 2F (9292.639080 sec): 3 clusters Score: Raw -2313674.374621 + Penalty 1932.095563 = -2311742.279058 nChanged 1558 SP:Iteration 3F (9292.716368 sec): 3 clusters Score: Raw -2314625.346650 + Penalty 1932.095563 = -2312693.251087 nChanged 1685 SP:Iteration 4F (9292.796453 sec): 3 clusters Score: Raw -2315865.990587 + Penalty 1932.095563 = -2313933.895024 nChanged 1737 SP:Iteration 5F (9292.868653 sec): 3 clusters Score: Raw -2317348.374193 + Penalty 1932.095563 = -2315416.278629 nChanged 1609 SP:Iteration 6F (9292.945489 sec): 3 clusters Score: Raw -2318836.132515 + Penalty 1932.095563 = -2316904.036952 nChanged 1243 SP:Iteration 7Q (9293.019491 sec): 3 clusters Score: Raw -2319991.438405 + Penalty 1932.095563 = -2318059.342842 nChanged 849 SP:Iteration 8Q (9293.101452 sec): 3 clusters Score: Raw -2320722.956956 + Penalty 1932.095563 = -2318790.861393 nChanged 558 SP:Iteration 9Q (9293.162809 sec): 3 clusters Score: Raw -2321175.648208 + Penalty 1932.095563 = -2319243.552645 nChanged 411 SP:Iteration 10Q (9293.233075 sec): 3 clusters Score: Raw -2321496.646201 + Penalty 1932.095563 = -2319564.550638 nChanged 289 SP:Iteration 11Q (9293.300165 sec): 3 clusters Score: Raw -2321726.513164 + Penalty 1932.095563 = -2319794.417601 nChanged 201 SP:Iteration 12Q (9293.379637 sec): 3 clusters Score: Raw -2321887.174334 + Penalty 1932.095563 = -2319955.078771 nChanged 114 SP:Iteration 13Q (9293.455671 sec): 3 clusters Score: Raw -2321980.655925 + Penalty 1932.095563 = -2320048.560362 nChanged 64 SP:Iteration 14Q (9293.528332 sec): 3 clusters Score: Raw -2322027.830122 + Penalty 1932.095563 = -2320095.734559 nChanged 41 SP:Iteration 15Q (9293.600942 sec): 3 clusters Score: Raw -2322061.408211 + Penalty 1932.095563 = -2320129.312648 nChanged 33 SP:Iteration 16Q (9293.673061 sec): 3 clusters Score: Raw -2322092.452558 + Penalty 1932.095563 = -2320160.356995 nChanged 26 SP:Iteration 17Q (9293.735241 sec): 3 clusters Score: Raw -2322110.523241 + Penalty 1932.095563 = -2320178.427678 nChanged 15 SP:Iteration 18Q (9293.809392 sec): 3 clusters Score: Raw -2322121.319625 + Penalty 1932.095563 = -2320189.224062 nChanged 5 SP:Iteration 19Q (9293.873806 sec): 3 clusters Score: Raw -2322124.858979 + Penalty 1932.095563 = -2320192.763416 nChanged 4 SP:Iteration 20F (9293.946234 sec): 3 clusters Score: Raw -2322128.899021 + Penalty 1932.095563 = -2320196.803458 nChanged 4 SP:Iteration 21Q (9294.017309 sec): 3 clusters Score: Raw -2322130.718850 + Penalty 1932.095563 = -2320198.623287 nChanged 2 SP:Iteration 22Q (9294.092192 sec): 3 clusters Score: Raw -2322132.037541 + Penalty 1932.095563 = -2320199.941978 nChanged 4 SP:Iteration 23Q (9294.166713 sec): 3 clusters Score: Raw -2322135.258794 + Penalty 1932.095563 = -2320203.163231 nChanged 2 SP:Iteration 24Q (9294.241790 sec): 3 clusters Score: Raw -2322136.775902 + Penalty 1932.095563 = -2320204.680339 nChanged 2 SP:Iteration 25Q (9294.316729 sec): 3 clusters Score: Raw -2322138.087428 + Penalty 1932.095563 = -2320205.991864 nChanged 2 SP:Iteration 26Q (9294.398459 sec): 3 clusters Score: Raw -2322139.130853 + Penalty 1932.095563 = -2320207.035290 nChanged 1 SP:Iteration 27Q (9294.464998 sec): 3 clusters Score: Raw -2322139.307053 + Penalty 1932.095563 = -2320207.211490 nChanged 1 SP:Iteration 28Q (9294.533067 sec): 3 clusters Score: Raw -2322139.895992 + Penalty 1932.095563 = -2320207.800429 nChanged 1 SP:Iteration 29Q (9294.615599 sec): 3 clusters Score: Raw -2322140.394565 + Penalty 1932.095563 = -2320208.299002 nChanged 1 SP:Iteration 30Q (9294.693653 sec): 3 clusters Score: Raw -2322140.586544 + Penalty 1932.095563 = -2320208.490981 nChanged 2 SP:Iteration 31Q (9294.758574 sec): 3 clusters Score: Raw -2322141.546206 + Penalty 1932.095563 = -2320209.450643 nChanged 0 SP:Iteration 32F (9294.824486 sec): 3 clusters Score: Raw -2322141.546206 + Penalty 1932.095563 = -2320209.450643 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9294.870155 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9294.956184 sec): 3 clusters Score: Raw -2659492.158688 + Penalty 1947.550096 = -2657544.608592 nChanged 13249 SP:Iteration 1F (9295.032885 sec): 3 clusters Score: Raw -2667348.210887 + Penalty 1947.550096 = -2665400.660791 nChanged 1396 SP:Iteration 2Q (9295.123197 sec): 3 clusters Score: Raw -2667870.142444 + Penalty 1947.550096 = -2665922.592348 nChanged 1435 SP:Iteration 3F (9295.198886 sec): 3 clusters Score: Raw -2668460.923283 + Penalty 1947.550096 = -2666513.373187 nChanged 1478 SP:Iteration 4F (9295.287349 sec): 3 clusters Score: Raw -2669093.393635 + Penalty 1947.550096 = -2667145.843538 nChanged 1433 SP:Iteration 5F (9295.363958 sec): 3 clusters Score: Raw -2669752.108016 + Penalty 1947.550096 = -2667804.557920 nChanged 1425 SP:Iteration 6F (9295.441555 sec): 3 clusters Score: Raw -2670486.552596 + Penalty 1947.550096 = -2668539.002500 nChanged 1387 SP:Iteration 7Q (9295.519396 sec): 3 clusters Score: Raw -2671284.211716 + Penalty 1947.550096 = -2669336.661619 nChanged 1314 SP:Iteration 8Q (9295.602029 sec): 3 clusters Score: Raw -2672058.148502 + Penalty 1947.550096 = -2670110.598405 nChanged 1236 SP:Iteration 9Q (9295.679050 sec): 3 clusters Score: Raw -2672719.929519 + Penalty 1947.550096 = -2670772.379423 nChanged 1042 SP:Iteration 10Q (9295.756534 sec): 3 clusters Score: Raw -2673163.673847 + Penalty 1947.550096 = -2671216.123751 nChanged 775 SP:Iteration 11Q (9295.840194 sec): 3 clusters Score: Raw -2673397.370723 + Penalty 1947.550096 = -2671449.820627 nChanged 495 SP:Iteration 12Q (9295.917941 sec): 3 clusters Score: Raw -2673517.499194 + Penalty 1947.550096 = -2671569.949098 nChanged 385 SP:Iteration 13Q (9295.994454 sec): 3 clusters Score: Raw -2673602.574625 + Penalty 1947.550096 = -2671655.024529 nChanged 321 SP:Iteration 14Q (9296.080573 sec): 3 clusters Score: Raw -2673672.269304 + Penalty 1947.550096 = -2671724.719207 nChanged 292 SP:Iteration 15Q (9296.152736 sec): 3 clusters Score: Raw -2673739.075525 + Penalty 1947.550096 = -2671791.525429 nChanged 271 SP:Iteration 16Q (9296.227624 sec): 3 clusters Score: Raw -2673805.013893 + Penalty 1947.550096 = -2671857.463797 nChanged 281 SP:Iteration 17Q (9296.309491 sec): 3 clusters Score: Raw -2673875.292475 + Penalty 1947.550096 = -2671927.742379 nChanged 300 SP:Iteration 18Q (9296.381866 sec): 3 clusters Score: Raw -2673951.106118 + Penalty 1947.550096 = -2672003.556022 nChanged 294 SP:Iteration 19Q (9296.456268 sec): 3 clusters Score: Raw -2674037.330355 + Penalty 1947.550096 = -2672089.780258 nChanged 326 SP:Iteration 20F (9296.528383 sec): 3 clusters Score: Raw -2674139.304294 + Penalty 1947.550096 = -2672191.754198 nChanged 313 SP:Iteration 21Q (9296.611406 sec): 3 clusters Score: Raw -2674223.405022 + Penalty 1947.550096 = -2672275.854926 nChanged 295 SP:Iteration 22Q (9296.698360 sec): 3 clusters Score: Raw -2674304.367939 + Penalty 1947.550096 = -2672356.817843 nChanged 296 SP:Iteration 23Q (9296.793176 sec): 3 clusters Score: Raw -2674388.282838 + Penalty 1947.550096 = -2672440.732742 nChanged 290 SP:Iteration 24Q (9296.869575 sec): 3 clusters Score: Raw -2674468.009044 + Penalty 1947.550096 = -2672520.458948 nChanged 291 SP:Iteration 25Q (9296.959215 sec): 3 clusters Score: Raw -2674542.037773 + Penalty 1947.550096 = -2672594.487676 nChanged 275 SP:Iteration 26Q (9297.040613 sec): 3 clusters Score: Raw -2674608.397459 + Penalty 1947.550096 = -2672660.847362 nChanged 263 SP:Iteration 27Q (9297.129265 sec): 3 clusters Score: Raw -2674670.156172 + Penalty 1947.550096 = -2672722.606076 nChanged 264 SP:Iteration 28Q (9297.210656 sec): 3 clusters Score: Raw -2674745.871003 + Penalty 1947.550096 = -2672798.320907 nChanged 292 SP:Iteration 29Q (9297.263605 sec): 3 clusters Score: Raw -2674833.341632 + Penalty 1947.550096 = -2672885.791535 nChanged 320 SP:Iteration 30Q (9297.351846 sec): 3 clusters Score: Raw -2674916.561901 + Penalty 1947.550096 = -2672969.011805 nChanged 329 SP:Iteration 31Q (9297.431325 sec): 3 clusters Score: Raw -2675007.740599 + Penalty 1947.550096 = -2673060.190503 nChanged 325 SP:Iteration 32Q (9297.521583 sec): 3 clusters Score: Raw -2675094.409699 + Penalty 1947.550096 = -2673146.859603 nChanged 326 SP:Iteration 33Q (9297.602003 sec): 3 clusters Score: Raw -2675174.414480 + Penalty 1947.550096 = -2673226.864384 nChanged 300 SP:Iteration 34Q (9297.684795 sec): 3 clusters Score: Raw -2675235.666304 + Penalty 1947.550096 = -2673288.116208 nChanged 272 SP:Iteration 35Q (9297.760721 sec): 3 clusters Score: Raw -2675293.890414 + Penalty 1947.550096 = -2673346.340318 nChanged 257 SP:Iteration 36Q (9297.849088 sec): 3 clusters Score: Raw -2675350.221909 + Penalty 1947.550096 = -2673402.671813 nChanged 265 SP:Iteration 37Q (9297.934037 sec): 3 clusters Score: Raw -2675408.195255 + Penalty 1947.550096 = -2673460.645159 nChanged 270 SP:Iteration 38Q (9298.000710 sec): 3 clusters Score: Raw -2675464.124915 + Penalty 1947.550096 = -2673516.574819 nChanged 280 SP:Iteration 39Q (9298.093558 sec): 3 clusters Score: Raw -2675534.089639 + Penalty 1947.550096 = -2673586.539543 nChanged 337 SP:Iteration 40F (9298.170771 sec): 3 clusters Score: Raw -2675637.337941 + Penalty 1947.550096 = -2673689.787845 nChanged 355 SP:Iteration 41Q (9298.263854 sec): 3 clusters Score: Raw -2675735.803559 + Penalty 1947.550096 = -2673788.253463 nChanged 365 SP:Iteration 42Q (9298.346213 sec): 3 clusters Score: Raw -2675829.656179 + Penalty 1947.550096 = -2673882.106083 nChanged 328 SP:Iteration 43Q (9298.434414 sec): 3 clusters Score: Raw -2675915.812037 + Penalty 1947.550096 = -2673968.261941 nChanged 376 SP:Iteration 44Q (9298.518182 sec): 3 clusters Score: Raw -2676019.482618 + Penalty 1947.550096 = -2674071.932522 nChanged 367 SP:Iteration 45Q (9298.591611 sec): 3 clusters Score: Raw -2676120.601282 + Penalty 1947.550096 = -2674173.051186 nChanged 353 SP:Iteration 46Q (9298.675739 sec): 3 clusters Score: Raw -2676225.116019 + Penalty 1947.550096 = -2674277.565922 nChanged 374 SP:Iteration 47Q (9298.762526 sec): 3 clusters Score: Raw -2676335.778511 + Penalty 1947.550096 = -2674388.228414 nChanged 369 SP:Iteration 48Q (9298.848756 sec): 3 clusters Score: Raw -2676445.380011 + Penalty 1947.550096 = -2674497.829915 nChanged 361 SP:Iteration 49Q (9298.943913 sec): 3 clusters Score: Raw -2676566.295220 + Penalty 1947.550096 = -2674618.745124 nChanged 405 SP:Iteration 50Q (9299.021039 sec): 3 clusters Score: Raw -2676751.353298 + Penalty 1947.550096 = -2674803.803202 nChanged 463 SP:Iteration 51Q (9299.104018 sec): 3 clusters Score: Raw -2677021.355548 + Penalty 1947.550096 = -2675073.805451 nChanged 449 SP:Iteration 52Q (9299.189684 sec): 3 clusters Score: Raw -2677284.066800 + Penalty 1947.550096 = -2675336.516703 nChanged 371 SP:Iteration 53Q (9299.270737 sec): 3 clusters Score: Raw -2677415.636128 + Penalty 1947.550096 = -2675468.086032 nChanged 300 SP:Iteration 54Q (9299.368660 sec): 3 clusters Score: Raw -2677486.652511 + Penalty 1947.550096 = -2675539.102415 nChanged 196 SP:Iteration 55Q (9299.441781 sec): 3 clusters Score: Raw -2677525.563065 + Penalty 1947.550096 = -2675578.012969 nChanged 160 SP:Iteration 56Q (9299.529730 sec): 3 clusters Score: Raw -2677550.274621 + Penalty 1947.550096 = -2675602.724525 nChanged 141 SP:Iteration 57Q (9299.610202 sec): 3 clusters Score: Raw -2677572.729555 + Penalty 1947.550096 = -2675625.179459 nChanged 135 SP:Iteration 58Q (9299.698277 sec): 3 clusters Score: Raw -2677590.545369 + Penalty 1947.550096 = -2675642.995273 nChanged 132 SP:Iteration 59Q (9299.793469 sec): 3 clusters Score: Raw -2677608.000952 + Penalty 1947.550096 = -2675660.450856 nChanged 137 SP:Iteration 60F (9299.878106 sec): 3 clusters Score: Raw -2677646.520253 + Penalty 1947.550096 = -2675698.970157 nChanged 135 SP:Iteration 61Q (9299.962667 sec): 3 clusters Score: Raw -2677666.319025 + Penalty 1947.550096 = -2675718.768928 nChanged 144 SP:Iteration 62Q (9300.035550 sec): 3 clusters Score: Raw -2677685.759139 + Penalty 1947.550096 = -2675738.209043 nChanged 130 SP:Iteration 63Q (9300.119661 sec): 3 clusters Score: Raw -2677699.893184 + Penalty 1947.550096 = -2675752.343088 nChanged 117 SP:Iteration 64Q (9300.209475 sec): 3 clusters Score: Raw -2677713.673177 + Penalty 1947.550096 = -2675766.123081 nChanged 131 SP:Iteration 65Q (9300.292151 sec): 3 clusters Score: Raw -2677729.686288 + Penalty 1947.550096 = -2675782.136192 nChanged 132 SP:Iteration 66Q (9300.390045 sec): 3 clusters Score: Raw -2677747.329338 + Penalty 1947.550096 = -2675799.779241 nChanged 147 SP:Iteration 67Q (9300.463803 sec): 3 clusters Score: Raw -2677769.203974 + Penalty 1947.550096 = -2675821.653877 nChanged 144 SP:Iteration 68Q (9300.555511 sec): 3 clusters Score: Raw -2677790.472684 + Penalty 1947.550096 = -2675842.922588 nChanged 144 SP:Iteration 69Q (9300.621370 sec): 3 clusters Score: Raw -2677809.353983 + Penalty 1947.550096 = -2675861.803887 nChanged 138 SP:Iteration 70Q (9300.704871 sec): 3 clusters Score: Raw -2677825.779977 + Penalty 1947.550096 = -2675878.229881 nChanged 133 SP:Iteration 71Q (9300.790866 sec): 3 clusters Score: Raw -2677842.992280 + Penalty 1947.550096 = -2675895.442184 nChanged 140 SP:Iteration 72Q (9300.870782 sec): 3 clusters Score: Raw -2677860.982039 + Penalty 1947.550096 = -2675913.431943 nChanged 131 SP:Iteration 73Q (9300.950270 sec): 3 clusters Score: Raw -2677876.040574 + Penalty 1947.550096 = -2675928.490477 nChanged 144 SP:Iteration 74Q (9301.032078 sec): 3 clusters Score: Raw -2677893.680453 + Penalty 1947.550096 = -2675946.130357 nChanged 130 SP:Iteration 75Q (9301.117136 sec): 3 clusters Score: Raw -2677909.439005 + Penalty 1947.550096 = -2675961.888909 nChanged 116 SP:Iteration 76Q (9301.199393 sec): 3 clusters Score: Raw -2677923.720915 + Penalty 1947.550096 = -2675976.170818 nChanged 122 SP:Iteration 77Q (9301.280086 sec): 3 clusters Score: Raw -2677938.841338 + Penalty 1947.550096 = -2675991.291242 nChanged 129 SP:Iteration 78Q (9301.362863 sec): 3 clusters Score: Raw -2677954.464670 + Penalty 1947.550096 = -2676006.914574 nChanged 112 SP:Iteration 79Q (9301.446695 sec): 3 clusters Score: Raw -2677967.538365 + Penalty 1947.550096 = -2676019.988269 nChanged 114 SP:Iteration 80F (9301.530340 sec): 3 clusters Score: Raw -2677980.662683 + Penalty 1947.550096 = -2676033.112587 nChanged 113 SP:Iteration 81Q (9301.614741 sec): 3 clusters Score: Raw -2677993.159983 + Penalty 1947.550096 = -2676045.609887 nChanged 95 SP:Iteration 82Q (9301.694838 sec): 3 clusters Score: Raw -2678002.600929 + Penalty 1947.550096 = -2676055.050833 nChanged 95 SP:Iteration 83Q (9301.773785 sec): 3 clusters Score: Raw -2678011.310743 + Penalty 1947.550096 = -2676063.760647 nChanged 84 SP:Iteration 84Q (9301.853712 sec): 3 clusters Score: Raw -2678020.274969 + Penalty 1947.550096 = -2676072.724873 nChanged 103 SP:Iteration 85Q (9301.939528 sec): 3 clusters Score: Raw -2678031.660529 + Penalty 1947.550096 = -2676084.110432 nChanged 100 SP:Iteration 86Q (9302.024051 sec): 3 clusters Score: Raw -2678042.609894 + Penalty 1947.550096 = -2676095.059798 nChanged 104 SP:Iteration 87Q (9302.107818 sec): 3 clusters Score: Raw -2678054.851366 + Penalty 1947.550096 = -2676107.301270 nChanged 98 SP:Iteration 88Q (9302.192091 sec): 3 clusters Score: Raw -2678066.656962 + Penalty 1947.550096 = -2676119.106866 nChanged 110 SP:Iteration 89Q (9302.273887 sec): 3 clusters Score: Raw -2678080.434715 + Penalty 1947.550096 = -2676132.884618 nChanged 101 SP:Iteration 90Q (9302.355602 sec): 3 clusters Score: Raw -2678091.932976 + Penalty 1947.550096 = -2676144.382880 nChanged 93 SP:Iteration 91Q (9302.434133 sec): 3 clusters Score: Raw -2678101.760346 + Penalty 1947.550096 = -2676154.210250 nChanged 98 SP:Iteration 92Q (9302.513595 sec): 3 clusters Score: Raw -2678112.323498 + Penalty 1947.550096 = -2676164.773402 nChanged 91 SP:Iteration 93Q (9302.596161 sec): 3 clusters Score: Raw -2678121.633687 + Penalty 1947.550096 = -2676174.083591 nChanged 84 SP:Iteration 94Q (9302.674102 sec): 3 clusters Score: Raw -2678129.729658 + Penalty 1947.550096 = -2676182.179562 nChanged 81 SP:Iteration 95Q (9302.753174 sec): 3 clusters Score: Raw -2678138.208857 + Penalty 1947.550096 = -2676190.658761 nChanged 87 SP:Iteration 96Q (9302.819100 sec): 3 clusters Score: Raw -2678146.989242 + Penalty 1947.550096 = -2676199.439146 nChanged 85 SP:Iteration 97Q (9302.896764 sec): 3 clusters Score: Raw -2678155.378823 + Penalty 1947.550096 = -2676207.828726 nChanged 73 SP:Iteration 98Q (9302.983104 sec): 3 clusters Score: Raw -2678162.367015 + Penalty 1947.550096 = -2676214.816919 nChanged 63 SP:Iteration 99Q (9303.058688 sec): 3 clusters Score: Raw -2678167.499725 + Penalty 1947.550096 = -2676219.949629 nChanged 65 SP:Iteration 100F (9303.137072 sec): 3 clusters Score: Raw -2678172.543397 + Penalty 1947.550096 = -2676224.993301 nChanged 64 SP:Iteration 101Q (9303.217847 sec): 3 clusters Score: Raw -2678177.678973 + Penalty 1947.550096 = -2676230.128876 nChanged 67 SP:Iteration 102Q (9303.287751 sec): 3 clusters Score: Raw -2678183.768632 + Penalty 1947.550096 = -2676236.218536 nChanged 81 SP:Iteration 103Q (9303.369224 sec): 3 clusters Score: Raw -2678192.309241 + Penalty 1947.550096 = -2676244.759145 nChanged 87 SP:Iteration 104Q (9303.448700 sec): 3 clusters Score: Raw -2678201.196620 + Penalty 1947.550096 = -2676253.646524 nChanged 86 SP:Iteration 105Q (9303.527365 sec): 3 clusters Score: Raw -2678209.196293 + Penalty 1947.550096 = -2676261.646196 nChanged 73 SP:Iteration 106Q (9303.606469 sec): 3 clusters Score: Raw -2678215.220992 + Penalty 1947.550096 = -2676267.670895 nChanged 67 SP:Iteration 107Q (9303.681373 sec): 3 clusters Score: Raw -2678220.815421 + Penalty 1947.550096 = -2676273.265325 nChanged 49 SP:Iteration 108Q (9303.757061 sec): 3 clusters Score: Raw -2678223.786276 + Penalty 1947.550096 = -2676276.236179 nChanged 48 SP:Iteration 109Q (9303.837568 sec): 3 clusters Score: Raw -2678226.769129 + Penalty 1947.550096 = -2676279.219033 nChanged 44 SP:Iteration 110Q (9303.915219 sec): 3 clusters Score: Raw -2678229.672257 + Penalty 1947.550096 = -2676282.122161 nChanged 42 SP:Iteration 111Q (9303.988967 sec): 3 clusters Score: Raw -2678232.398961 + Penalty 1947.550096 = -2676284.848865 nChanged 53 SP:Iteration 112Q (9304.069292 sec): 3 clusters Score: Raw -2678236.210749 + Penalty 1947.550096 = -2676288.660653 nChanged 38 SP:Iteration 113Q (9304.143957 sec): 3 clusters Score: Raw -2678238.469604 + Penalty 1947.550096 = -2676290.919507 nChanged 33 SP:Iteration 114Q (9304.209929 sec): 3 clusters Score: Raw -2678240.818832 + Penalty 1947.550096 = -2676293.268735 nChanged 39 SP:Iteration 115Q (9304.290214 sec): 3 clusters Score: Raw -2678243.804143 + Penalty 1947.550096 = -2676296.254047 nChanged 42 SP:Iteration 116Q (9304.369577 sec): 3 clusters Score: Raw -2678246.718103 + Penalty 1947.550096 = -2676299.168006 nChanged 39 SP:Iteration 117Q (9304.451260 sec): 3 clusters Score: Raw -2678249.056471 + Penalty 1947.550096 = -2676301.506375 nChanged 37 SP:Iteration 118Q (9304.522997 sec): 3 clusters Score: Raw -2678251.249424 + Penalty 1947.550096 = -2676303.699328 nChanged 32 SP:Iteration 119Q (9304.591080 sec): 3 clusters Score: Raw -2678252.706610 + Penalty 1947.550096 = -2676305.156514 nChanged 18 SP:Iteration 120F (9304.668385 sec): 3 clusters Score: Raw -2678253.794497 + Penalty 1947.550096 = -2676306.244400 nChanged 23 SP:Iteration 121Q (9304.748406 sec): 3 clusters Score: Raw -2678255.204641 + Penalty 1947.550096 = -2676307.654545 nChanged 31 SP:Iteration 122Q (9304.827927 sec): 3 clusters Score: Raw -2678257.417675 + Penalty 1947.550096 = -2676309.867578 nChanged 37 SP:Iteration 123Q (9304.906036 sec): 3 clusters Score: Raw -2678259.596975 + Penalty 1947.550096 = -2676312.046879 nChanged 27 SP:Iteration 124Q (9304.986382 sec): 3 clusters Score: Raw -2678261.008655 + Penalty 1947.550096 = -2676313.458558 nChanged 25 SP:Iteration 125Q (9305.067145 sec): 3 clusters Score: Raw -2678262.305011 + Penalty 1947.550096 = -2676314.754915 nChanged 20 SP:Iteration 126Q (9305.143798 sec): 3 clusters Score: Raw -2678263.319216 + Penalty 1947.550096 = -2676315.769120 nChanged 28 SP:Iteration 127Q (9305.223673 sec): 3 clusters Score: Raw -2678265.124405 + Penalty 1947.550096 = -2676317.574308 nChanged 20 SP:Iteration 128Q (9305.304110 sec): 3 clusters Score: Raw -2678266.106777 + Penalty 1947.550096 = -2676318.556681 nChanged 16 SP:Iteration 129Q (9305.383651 sec): 3 clusters Score: Raw -2678266.995208 + Penalty 1947.550096 = -2676319.445112 nChanged 17 SP:Iteration 130Q (9305.461800 sec): 3 clusters Score: Raw -2678267.805093 + Penalty 1947.550096 = -2676320.254997 nChanged 14 SP:Iteration 131Q (9305.536124 sec): 3 clusters Score: Raw -2678268.385345 + Penalty 1947.550096 = -2676320.835249 nChanged 6 SP:Iteration 132Q (9305.615605 sec): 3 clusters Score: Raw -2678268.645232 + Penalty 1947.550096 = -2676321.095135 nChanged 7 SP:Iteration 133Q (9305.697059 sec): 3 clusters Score: Raw -2678268.901398 + Penalty 1947.550096 = -2676321.351302 nChanged 9 SP:Iteration 134Q (9305.778851 sec): 3 clusters Score: Raw -2678269.161353 + Penalty 1947.550096 = -2676321.611257 nChanged 6 SP:Iteration 135Q (9305.860671 sec): 3 clusters Score: Raw -2678269.289395 + Penalty 1947.550096 = -2676321.739298 nChanged 2 SP:Iteration 136Q (9305.943212 sec): 3 clusters Score: Raw -2678269.361271 + Penalty 1947.550096 = -2676321.811175 nChanged 4 SP:Iteration 137Q (9306.024621 sec): 3 clusters Score: Raw -2678269.471002 + Penalty 1947.550096 = -2676321.920906 nChanged 3 SP:Iteration 138Q (9306.104802 sec): 3 clusters Score: Raw -2678269.541226 + Penalty 1947.550096 = -2676321.991130 nChanged 3 SP:Iteration 139Q (9306.189195 sec): 3 clusters Score: Raw -2678269.660972 + Penalty 1947.550096 = -2676322.110876 nChanged 2 SP:Iteration 140F (9306.271985 sec): 3 clusters Score: Raw -2678269.766800 + Penalty 1947.550096 = -2676322.216704 nChanged 3 SP:Iteration 141Q (9306.354993 sec): 3 clusters Score: Raw -2678269.835502 + Penalty 1947.550096 = -2676322.285406 nChanged 1 SP:Iteration 142Q (9306.436894 sec): 3 clusters Score: Raw -2678269.862863 + Penalty 1947.550096 = -2676322.312767 nChanged 2 SP:Iteration 143Q (9306.520179 sec): 3 clusters Score: Raw -2678269.903216 + Penalty 1947.550096 = -2676322.353120 nChanged 1 SP:Iteration 144Q (9306.594575 sec): 3 clusters Score: Raw -2678269.909943 + Penalty 1947.550096 = -2676322.359847 nChanged 1 SP:Iteration 145Q (9306.681907 sec): 3 clusters Score: Raw -2678269.948245 + Penalty 1947.550096 = -2676322.398148 nChanged 1 SP:Iteration 146Q (9306.755100 sec): 3 clusters Score: Raw -2678269.963782 + Penalty 1947.550096 = -2676322.413685 nChanged 0 SP:Iteration 147F (9306.835802 sec): 3 clusters Score: Raw -2678269.963782 + Penalty 1947.550096 = -2676322.413685 nChanged 0 Trying to split cluster 14 (6157 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9306.869883 sec): 2 clusters Score: Raw -550775.427719 + Penalty 828.907768 = -549946.519951 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9306.921838 sec): 3 clusters Score: Raw -547289.546960 + Penalty 1657.815536 = -545631.731424 nChanged 2683 SP:Iteration 1F (9306.968878 sec): 3 clusters Score: Raw -548721.657692 + Penalty 1657.815536 = -547063.842156 nChanged 421 SP:Iteration 2F (9307.032882 sec): 3 clusters Score: Raw -548990.401846 + Penalty 1657.815536 = -547332.586310 nChanged 433 SP:Iteration 3F (9307.087070 sec): 3 clusters Score: Raw -549259.866818 + Penalty 1657.815536 = -547602.051283 nChanged 432 SP:Iteration 4F (9307.143538 sec): 3 clusters Score: Raw -549572.043174 + Penalty 1657.815536 = -547914.227638 nChanged 405 SP:Iteration 5F (9307.188237 sec): 3 clusters Score: Raw -549876.497407 + Penalty 1657.815536 = -548218.681872 nChanged 393 SP:Iteration 6F (9307.242461 sec): 3 clusters Score: Raw -550133.647611 + Penalty 1657.815536 = -548475.832075 nChanged 343 SP:Iteration 7F (9307.296083 sec): 3 clusters Score: Raw -550355.125274 + Penalty 1657.815536 = -548697.309739 nChanged 273 SP:Iteration 8Q (9307.363324 sec): 3 clusters Score: Raw -550520.732383 + Penalty 1657.815536 = -548862.916847 nChanged 214 SP:Iteration 9Q (9307.398486 sec): 3 clusters Score: Raw -550623.075737 + Penalty 1657.815536 = -548965.260201 nChanged 131 SP:Iteration 10Q (9307.464580 sec): 3 clusters Score: Raw -550695.271704 + Penalty 1657.815536 = -549037.456168 nChanged 128 SP:Iteration 11Q (9307.517033 sec): 3 clusters Score: Raw -550763.082572 + Penalty 1657.815536 = -549105.267037 nChanged 98 SP:Iteration 12Q (9307.567087 sec): 3 clusters Score: Raw -550825.904113 + Penalty 1657.815536 = -549168.088578 nChanged 86 SP:Iteration 13Q (9307.621016 sec): 3 clusters Score: Raw -550879.368712 + Penalty 1657.815536 = -549221.553176 nChanged 94 SP:Iteration 14Q (9307.657728 sec): 3 clusters Score: Raw -550955.823179 + Penalty 1657.815536 = -549298.007643 nChanged 81 SP:Iteration 15Q (9307.711306 sec): 3 clusters Score: Raw -551011.928137 + Penalty 1657.815536 = -549354.112601 nChanged 64 SP:Iteration 16Q (9307.759816 sec): 3 clusters Score: Raw -551072.067094 + Penalty 1657.815536 = -549414.251559 nChanged 51 SP:Iteration 17Q (9307.818873 sec): 3 clusters Score: Raw -551118.946681 + Penalty 1657.815536 = -549461.131145 nChanged 39 SP:Iteration 18Q (9307.863777 sec): 3 clusters Score: Raw -551144.457340 + Penalty 1657.815536 = -549486.641805 nChanged 29 SP:Iteration 19Q (9307.911694 sec): 3 clusters Score: Raw -551158.229789 + Penalty 1657.815536 = -549500.414254 nChanged 16 SP:Iteration 20F (9307.971881 sec): 3 clusters Score: Raw -551166.238128 + Penalty 1657.815536 = -549508.422593 nChanged 11 SP:Iteration 21Q (9308.021724 sec): 3 clusters Score: Raw -551169.735230 + Penalty 1657.815536 = -549511.919694 nChanged 7 SP:Iteration 22Q (9308.056965 sec): 3 clusters Score: Raw -551171.901232 + Penalty 1657.815536 = -549514.085696 nChanged 2 SP:Iteration 23Q (9308.113646 sec): 3 clusters Score: Raw -551172.218576 + Penalty 1657.815536 = -549514.403040 nChanged 0 SP:Iteration 24F (9308.165051 sec): 3 clusters Score: Raw -551172.218576 + Penalty 1657.815536 = -549514.403040 nChanged 0 Trying to split cluster 15 (2648 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9308.193158 sec): 2 clusters Score: Raw -242454.638665 + Penalty 748.748192 = -241705.890473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9308.243478 sec): 3 clusters Score: Raw -241100.905031 + Penalty 1497.496384 = -239603.408647 nChanged 1088 SP:Iteration 1F (9308.292452 sec): 3 clusters Score: Raw -241680.145365 + Penalty 1497.496384 = -240182.648981 nChanged 212 SP:Iteration 2F (9308.337675 sec): 3 clusters Score: Raw -241809.810177 + Penalty 1497.496384 = -240312.313793 nChanged 159 SP:Iteration 3F (9308.383908 sec): 3 clusters Score: Raw -241916.257976 + Penalty 1497.496384 = -240418.761592 nChanged 142 SP:Iteration 4F (9308.437059 sec): 3 clusters Score: Raw -242032.095996 + Penalty 1497.496384 = -240534.599612 nChanged 156 SP:Iteration 5F (9308.481923 sec): 3 clusters Score: Raw -242142.369134 + Penalty 1497.496384 = -240644.872750 nChanged 119 SP:Iteration 6Q (9308.524953 sec): 3 clusters Score: Raw -242241.992925 + Penalty 1497.496384 = -240744.496541 nChanged 132 SP:Iteration 7Q (9308.570804 sec): 3 clusters Score: Raw -242361.596614 + Penalty 1497.496384 = -240864.100229 nChanged 108 SP:Iteration 8Q (9308.617812 sec): 3 clusters Score: Raw -242456.833654 + Penalty 1497.496384 = -240959.337270 nChanged 81 SP:Iteration 9Q (9308.667597 sec): 3 clusters Score: Raw -242520.583228 + Penalty 1497.496384 = -241023.086844 nChanged 50 SP:Iteration 10Q (9308.714469 sec): 3 clusters Score: Raw -242555.431705 + Penalty 1497.496384 = -241057.935321 nChanged 34 SP:Iteration 11Q (9308.759560 sec): 3 clusters Score: Raw -242583.579748 + Penalty 1497.496384 = -241086.083363 nChanged 30 SP:Iteration 12Q (9308.807133 sec): 3 clusters Score: Raw -242599.515672 + Penalty 1497.496384 = -241102.019288 nChanged 20 SP:Iteration 13Q (9308.868851 sec): 3 clusters Score: Raw -242611.575406 + Penalty 1497.496384 = -241114.079022 nChanged 23 SP:Iteration 14Q (9308.916372 sec): 3 clusters Score: Raw -242629.754939 + Penalty 1497.496384 = -241132.258555 nChanged 26 SP:Iteration 15Q (9308.964645 sec): 3 clusters Score: Raw -242654.771223 + Penalty 1497.496384 = -241157.274838 nChanged 28 SP:Iteration 16Q (9309.003222 sec): 3 clusters Score: Raw -242681.217564 + Penalty 1497.496384 = -241183.721180 nChanged 21 SP:Iteration 17Q (9309.065362 sec): 3 clusters Score: Raw -242698.154419 + Penalty 1497.496384 = -241200.658034 nChanged 11 SP:Iteration 18Q (9309.115754 sec): 3 clusters Score: Raw -242704.347292 + Penalty 1497.496384 = -241206.850907 nChanged 12 SP:Iteration 19Q (9309.162763 sec): 3 clusters Score: Raw -242709.364067 + Penalty 1497.496384 = -241211.867682 nChanged 8 SP:Iteration 20F (9309.203014 sec): 3 clusters Score: Raw -242715.757377 + Penalty 1497.496384 = -241218.260993 nChanged 9 SP:Iteration 21Q (9309.263767 sec): 3 clusters Score: Raw -242719.993689 + Penalty 1497.496384 = -241222.497305 nChanged 6 SP:Iteration 22Q (9309.298372 sec): 3 clusters Score: Raw -242722.335158 + Penalty 1497.496384 = -241224.838773 nChanged 7 SP:Iteration 23Q (9309.344672 sec): 3 clusters Score: Raw -242725.423982 + Penalty 1497.496384 = -241227.927598 nChanged 5 SP:Iteration 24Q (9309.388325 sec): 3 clusters Score: Raw -242727.004492 + Penalty 1497.496384 = -241229.508108 nChanged 2 SP:Iteration 25Q (9309.435619 sec): 3 clusters Score: Raw -242727.691358 + Penalty 1497.496384 = -241230.194973 nChanged 3 SP:Iteration 26Q (9309.485326 sec): 3 clusters Score: Raw -242729.584017 + Penalty 1497.496384 = -241232.087633 nChanged 3 SP:Iteration 27Q (9309.533764 sec): 3 clusters Score: Raw -242730.644450 + Penalty 1497.496384 = -241233.148066 nChanged 1 SP:Iteration 28Q (9309.577115 sec): 3 clusters Score: Raw -242731.139483 + Penalty 1497.496384 = -241233.643099 nChanged 1 SP:Iteration 29Q (9309.625490 sec): 3 clusters Score: Raw -242731.994672 + Penalty 1497.496384 = -241234.498288 nChanged 0 SP:Iteration 30F (9309.669450 sec): 3 clusters Score: Raw -242731.994672 + Penalty 1497.496384 = -241234.498288 nChanged 0 Trying to split cluster 16 (17500 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9309.709732 sec): 2 clusters Score: Raw -1602055.689349 + Penalty 928.145835 = -1601127.543514 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9309.780308 sec): 3 clusters Score: Raw -1591263.421439 + Penalty 1856.291670 = -1589407.129769 nChanged 8094 SP:Iteration 1F (9309.854300 sec): 3 clusters Score: Raw -1595967.653400 + Penalty 1856.291670 = -1594111.361730 nChanged 960 SP:Iteration 2F (9309.920969 sec): 3 clusters Score: Raw -1596414.422680 + Penalty 1856.291670 = -1594558.131009 nChanged 958 SP:Iteration 3F (9309.976176 sec): 3 clusters Score: Raw -1596853.919200 + Penalty 1856.291670 = -1594997.627530 nChanged 949 SP:Iteration 4F (9310.041813 sec): 3 clusters Score: Raw -1597309.460873 + Penalty 1856.291670 = -1595453.169202 nChanged 882 SP:Iteration 5F (9310.115813 sec): 3 clusters Score: Raw -1597794.962873 + Penalty 1856.291670 = -1595938.671202 nChanged 930 SP:Iteration 6F (9310.172702 sec): 3 clusters Score: Raw -1598369.020553 + Penalty 1856.291670 = -1596512.728883 nChanged 892 SP:Iteration 7F (9310.245961 sec): 3 clusters Score: Raw -1598933.094126 + Penalty 1856.291670 = -1597076.802456 nChanged 749 SP:Iteration 8Q (9310.298299 sec): 3 clusters Score: Raw -1599378.022559 + Penalty 1856.291670 = -1597521.730889 nChanged 627 SP:Iteration 9Q (9310.375651 sec): 3 clusters Score: Raw -1599638.984969 + Penalty 1856.291670 = -1597782.693299 nChanged 425 SP:Iteration 10Q (9310.436680 sec): 3 clusters Score: Raw -1599768.025865 + Penalty 1856.291670 = -1597911.734195 nChanged 290 SP:Iteration 11Q (9310.505646 sec): 3 clusters Score: Raw -1599850.592984 + Penalty 1856.291670 = -1597994.301314 nChanged 245 SP:Iteration 12Q (9310.573217 sec): 3 clusters Score: Raw -1599922.755384 + Penalty 1856.291670 = -1598066.463714 nChanged 256 SP:Iteration 13Q (9310.641656 sec): 3 clusters Score: Raw -1599997.537840 + Penalty 1856.291670 = -1598141.246170 nChanged 258 SP:Iteration 14Q (9310.710540 sec): 3 clusters Score: Raw -1600081.949546 + Penalty 1856.291670 = -1598225.657875 nChanged 284 SP:Iteration 15Q (9310.779329 sec): 3 clusters Score: Raw -1600183.236592 + Penalty 1856.291670 = -1598326.944922 nChanged 311 SP:Iteration 16Q (9310.850258 sec): 3 clusters Score: Raw -1600307.319375 + Penalty 1856.291670 = -1598451.027705 nChanged 335 SP:Iteration 17Q (9310.918863 sec): 3 clusters Score: Raw -1600438.234010 + Penalty 1856.291670 = -1598581.942339 nChanged 325 SP:Iteration 18Q (9310.985762 sec): 3 clusters Score: Raw -1600565.540441 + Penalty 1856.291670 = -1598709.248771 nChanged 333 SP:Iteration 19Q (9311.053631 sec): 3 clusters Score: Raw -1600701.911938 + Penalty 1856.291670 = -1598845.620268 nChanged 335 SP:Iteration 20F (9311.128793 sec): 3 clusters Score: Raw -1600853.428127 + Penalty 1856.291670 = -1598997.136457 nChanged 316 SP:Iteration 21Q (9311.192456 sec): 3 clusters Score: Raw -1601009.565353 + Penalty 1856.291670 = -1599153.273682 nChanged 309 SP:Iteration 22Q (9311.256831 sec): 3 clusters Score: Raw -1601161.554206 + Penalty 1856.291670 = -1599305.262536 nChanged 284 SP:Iteration 23Q (9311.323175 sec): 3 clusters Score: Raw -1601301.964050 + Penalty 1856.291670 = -1599445.672379 nChanged 256 SP:Iteration 24Q (9311.390036 sec): 3 clusters Score: Raw -1601423.814256 + Penalty 1856.291670 = -1599567.522585 nChanged 227 SP:Iteration 25Q (9311.449926 sec): 3 clusters Score: Raw -1601532.722443 + Penalty 1856.291670 = -1599676.430773 nChanged 224 SP:Iteration 26Q (9311.516274 sec): 3 clusters Score: Raw -1601645.447166 + Penalty 1856.291670 = -1599789.155495 nChanged 194 SP:Iteration 27Q (9311.582575 sec): 3 clusters Score: Raw -1601748.471752 + Penalty 1856.291670 = -1599892.180082 nChanged 186 SP:Iteration 28Q (9311.648264 sec): 3 clusters Score: Raw -1601852.366873 + Penalty 1856.291670 = -1599996.075203 nChanged 146 SP:Iteration 29Q (9311.713930 sec): 3 clusters Score: Raw -1601936.574339 + Penalty 1856.291670 = -1600080.282669 nChanged 137 SP:Iteration 30Q (9311.769328 sec): 3 clusters Score: Raw -1602005.341607 + Penalty 1856.291670 = -1600149.049937 nChanged 110 SP:Iteration 31Q (9311.834442 sec): 3 clusters Score: Raw -1602059.659122 + Penalty 1856.291670 = -1600203.367451 nChanged 98 SP:Iteration 32Q (9311.893608 sec): 3 clusters Score: Raw -1602104.459563 + Penalty 1856.291670 = -1600248.167893 nChanged 77 SP:Iteration 33Q (9311.959052 sec): 3 clusters Score: Raw -1602135.422347 + Penalty 1856.291670 = -1600279.130677 nChanged 68 SP:Iteration 34Q (9312.016855 sec): 3 clusters Score: Raw -1602160.894627 + Penalty 1856.291670 = -1600304.602957 nChanged 57 SP:Iteration 35Q (9312.073569 sec): 3 clusters Score: Raw -1602179.133084 + Penalty 1856.291670 = -1600322.841413 nChanged 35 SP:Iteration 36Q (9312.138226 sec): 3 clusters Score: Raw -1602189.835589 + Penalty 1856.291670 = -1600333.543919 nChanged 29 SP:Iteration 37Q (9312.203443 sec): 3 clusters Score: Raw -1602199.442957 + Penalty 1856.291670 = -1600343.151286 nChanged 32 SP:Iteration 38Q (9312.264306 sec): 3 clusters Score: Raw -1602208.249075 + Penalty 1856.291670 = -1600351.957404 nChanged 20 SP:Iteration 39Q (9312.329148 sec): 3 clusters Score: Raw -1602212.916758 + Penalty 1856.291670 = -1600356.625088 nChanged 10 SP:Iteration 40F (9312.397464 sec): 3 clusters Score: Raw -1602214.678391 + Penalty 1856.291670 = -1600358.386721 nChanged 13 SP:Iteration 41Q (9312.462174 sec): 3 clusters Score: Raw -1602218.080078 + Penalty 1856.291670 = -1600361.788408 nChanged 12 SP:Iteration 42Q (9312.508928 sec): 3 clusters Score: Raw -1602221.025054 + Penalty 1856.291670 = -1600364.733384 nChanged 13 SP:Iteration 43Q (9312.555560 sec): 3 clusters Score: Raw -1602224.043367 + Penalty 1856.291670 = -1600367.751697 nChanged 8 SP:Iteration 44Q (9312.617057 sec): 3 clusters Score: Raw -1602226.729135 + Penalty 1856.291670 = -1600370.437465 nChanged 12 SP:Iteration 45Q (9312.658964 sec): 3 clusters Score: Raw -1602229.974371 + Penalty 1856.291670 = -1600373.682700 nChanged 14 SP:Iteration 46Q (9312.724305 sec): 3 clusters Score: Raw -1602232.740291 + Penalty 1856.291670 = -1600376.448620 nChanged 8 SP:Iteration 47Q (9312.788730 sec): 3 clusters Score: Raw -1602234.866474 + Penalty 1856.291670 = -1600378.574804 nChanged 8 SP:Iteration 48Q (9312.849234 sec): 3 clusters Score: Raw -1602236.531341 + Penalty 1856.291670 = -1600380.239671 nChanged 8 SP:Iteration 49Q (9312.905199 sec): 3 clusters Score: Raw -1602239.160059 + Penalty 1856.291670 = -1600382.868389 nChanged 11 SP:Iteration 50Q (9312.970941 sec): 3 clusters Score: Raw -1602243.623639 + Penalty 1856.291670 = -1600387.331968 nChanged 10 SP:Iteration 51Q (9313.045797 sec): 3 clusters Score: Raw -1602247.709353 + Penalty 1856.291670 = -1600391.417682 nChanged 8 SP:Iteration 52Q (9313.091803 sec): 3 clusters Score: Raw -1602250.615956 + Penalty 1856.291670 = -1600394.324285 nChanged 7 SP:Iteration 53Q (9313.164722 sec): 3 clusters Score: Raw -1602253.021608 + Penalty 1856.291670 = -1600396.729938 nChanged 6 SP:Iteration 54Q (9313.213916 sec): 3 clusters Score: Raw -1602254.831966 + Penalty 1856.291670 = -1600398.540295 nChanged 3 SP:Iteration 55Q (9313.282874 sec): 3 clusters Score: Raw -1602255.729966 + Penalty 1856.291670 = -1600399.438296 nChanged 2 SP:Iteration 56Q (9313.349128 sec): 3 clusters Score: Raw -1602256.596124 + Penalty 1856.291670 = -1600400.304454 nChanged 4 SP:Iteration 57Q (9313.408581 sec): 3 clusters Score: Raw -1602257.923445 + Penalty 1856.291670 = -1600401.631775 nChanged 5 SP:Iteration 58Q (9313.482010 sec): 3 clusters Score: Raw -1602259.708653 + Penalty 1856.291670 = -1600403.416983 nChanged 5 SP:Iteration 59Q (9313.547505 sec): 3 clusters Score: Raw -1602261.005130 + Penalty 1856.291670 = -1600404.713459 nChanged 6 SP:Iteration 60F (9313.617307 sec): 3 clusters Score: Raw -1602261.758828 + Penalty 1856.291670 = -1600405.467158 nChanged 2 SP:Iteration 61Q (9313.676994 sec): 3 clusters Score: Raw -1602262.302115 + Penalty 1856.291670 = -1600406.010445 nChanged 2 SP:Iteration 62Q (9313.741536 sec): 3 clusters Score: Raw -1602262.814299 + Penalty 1856.291670 = -1600406.522628 nChanged 2 SP:Iteration 63Q (9313.799914 sec): 3 clusters Score: Raw -1602263.369884 + Penalty 1856.291670 = -1600407.078213 nChanged 3 SP:Iteration 64Q (9313.856011 sec): 3 clusters Score: Raw -1602264.453533 + Penalty 1856.291670 = -1600408.161862 nChanged 2 SP:Iteration 65Q (9313.929386 sec): 3 clusters Score: Raw -1602265.697031 + Penalty 1856.291670 = -1600409.405361 nChanged 2 SP:Iteration 66Q (9313.986638 sec): 3 clusters Score: Raw -1602266.294404 + Penalty 1856.291670 = -1600410.002734 nChanged 2 SP:Iteration 67Q (9314.059153 sec): 3 clusters Score: Raw -1602266.587059 + Penalty 1856.291670 = -1600410.295389 nChanged 1 SP:Iteration 68Q (9314.112650 sec): 3 clusters Score: Raw -1602267.022672 + Penalty 1856.291670 = -1600410.731002 nChanged 1 SP:Iteration 69Q (9314.172547 sec): 3 clusters Score: Raw -1602267.150590 + Penalty 1856.291670 = -1600410.858919 nChanged 2 SP:Iteration 70Q (9314.245243 sec): 3 clusters Score: Raw -1602267.443957 + Penalty 1856.291670 = -1600411.152287 nChanged 4 SP:Iteration 71Q (9314.313893 sec): 3 clusters Score: Raw -1602268.520427 + Penalty 1856.291670 = -1600412.228757 nChanged 1 SP:Iteration 72Q (9314.380087 sec): 3 clusters Score: Raw -1602268.587622 + Penalty 1856.291670 = -1600412.295951 nChanged 1 SP:Iteration 73Q (9314.437317 sec): 3 clusters Score: Raw -1602268.671727 + Penalty 1856.291670 = -1600412.380056 nChanged 1 SP:Iteration 74Q (9314.512296 sec): 3 clusters Score: Raw -1602268.794295 + Penalty 1856.291670 = -1600412.502624 nChanged 1 SP:Iteration 75Q (9314.577713 sec): 3 clusters Score: Raw -1602268.953942 + Penalty 1856.291670 = -1600412.662272 nChanged 1 SP:Iteration 76Q (9314.644091 sec): 3 clusters Score: Raw -1602269.066687 + Penalty 1856.291670 = -1600412.775017 nChanged 1 SP:Iteration 77Q (9314.710000 sec): 3 clusters Score: Raw -1602269.485009 + Penalty 1856.291670 = -1600413.193338 nChanged 0 SP:Iteration 78F (9314.779508 sec): 3 clusters Score: Raw -1602269.485009 + Penalty 1856.291670 = -1600413.193338 nChanged 0 Trying to split cluster 17 (57814 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9314.861762 sec): 2 clusters Score: Raw -5295763.957508 + Penalty 1041.673693 = -5294722.283816 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9314.977476 sec): 3 clusters Score: Raw -5258160.259588 + Penalty 2083.347386 = -5256076.912202 nChanged 27654 SP:Iteration 1F (9315.096011 sec): 3 clusters Score: Raw -5275375.015301 + Penalty 2083.347386 = -5273291.667916 nChanged 2902 SP:Iteration 2F (9315.221027 sec): 3 clusters Score: Raw -5276767.260087 + Penalty 2083.347386 = -5274683.912702 nChanged 3388 SP:Iteration 3F (9315.343069 sec): 3 clusters Score: Raw -5278763.228736 + Penalty 2083.347386 = -5276679.881350 nChanged 3852 SP:Iteration 4F (9315.465106 sec): 3 clusters Score: Raw -5281516.500868 + Penalty 2083.347386 = -5279433.153482 nChanged 3902 SP:Iteration 5F (9315.587175 sec): 3 clusters Score: Raw -5284777.757778 + Penalty 2083.347386 = -5282694.410392 nChanged 3422 SP:Iteration 6F (9315.700832 sec): 3 clusters Score: Raw -5287765.101188 + Penalty 2083.347386 = -5285681.753802 nChanged 2706 SP:Iteration 7Q (9315.814913 sec): 3 clusters Score: Raw -5290078.241374 + Penalty 2083.347386 = -5287994.893988 nChanged 1949 SP:Iteration 8Q (9315.939432 sec): 3 clusters Score: Raw -5291618.314542 + Penalty 2083.347386 = -5289534.967156 nChanged 1424 SP:Iteration 9Q (9316.057901 sec): 3 clusters Score: Raw -5292642.293732 + Penalty 2083.347386 = -5290558.946347 nChanged 1090 SP:Iteration 10Q (9316.170519 sec): 3 clusters Score: Raw -5293374.751653 + Penalty 2083.347386 = -5291291.404267 nChanged 868 SP:Iteration 11Q (9316.271023 sec): 3 clusters Score: Raw -5293946.269004 + Penalty 2083.347386 = -5291862.921619 nChanged 729 SP:Iteration 12Q (9316.384454 sec): 3 clusters Score: Raw -5294439.112358 + Penalty 2083.347386 = -5292355.764972 nChanged 594 SP:Iteration 13Q (9316.491690 sec): 3 clusters Score: Raw -5294804.567075 + Penalty 2083.347386 = -5292721.219689 nChanged 483 SP:Iteration 14Q (9316.595346 sec): 3 clusters Score: Raw -5295106.214080 + Penalty 2083.347386 = -5293022.866694 nChanged 358 SP:Iteration 15Q (9316.698483 sec): 3 clusters Score: Raw -5295313.609698 + Penalty 2083.347386 = -5293230.262313 nChanged 299 SP:Iteration 16Q (9316.806730 sec): 3 clusters Score: Raw -5295482.422355 + Penalty 2083.347386 = -5293399.074969 nChanged 230 SP:Iteration 17Q (9316.906176 sec): 3 clusters Score: Raw -5295608.318138 + Penalty 2083.347386 = -5293524.970753 nChanged 164 SP:Iteration 18Q (9316.999291 sec): 3 clusters Score: Raw -5295686.717060 + Penalty 2083.347386 = -5293603.369675 nChanged 123 SP:Iteration 19Q (9317.098237 sec): 3 clusters Score: Raw -5295746.345719 + Penalty 2083.347386 = -5293662.998333 nChanged 99 SP:Iteration 20F (9317.218926 sec): 3 clusters Score: Raw -5295793.314610 + Penalty 2083.347386 = -5293709.967224 nChanged 70 SP:Iteration 21Q (9317.319013 sec): 3 clusters Score: Raw -5295823.284929 + Penalty 2083.347386 = -5293739.937543 nChanged 42 SP:Iteration 22Q (9317.427767 sec): 3 clusters Score: Raw -5295839.687974 + Penalty 2083.347386 = -5293756.340588 nChanged 35 SP:Iteration 23Q (9317.525088 sec): 3 clusters Score: Raw -5295855.395977 + Penalty 2083.347386 = -5293772.048591 nChanged 41 SP:Iteration 24Q (9317.624862 sec): 3 clusters Score: Raw -5295881.723742 + Penalty 2083.347386 = -5293798.376357 nChanged 41 SP:Iteration 25Q (9317.736280 sec): 3 clusters Score: Raw -5295902.363159 + Penalty 2083.347386 = -5293819.015773 nChanged 30 SP:Iteration 26Q (9317.847748 sec): 3 clusters Score: Raw -5295917.987641 + Penalty 2083.347386 = -5293834.640256 nChanged 26 SP:Iteration 27Q (9317.958780 sec): 3 clusters Score: Raw -5295928.891889 + Penalty 2083.347386 = -5293845.544503 nChanged 16 SP:Iteration 28Q (9318.056374 sec): 3 clusters Score: Raw -5295934.362386 + Penalty 2083.347386 = -5293851.015000 nChanged 13 SP:Iteration 29Q (9318.167764 sec): 3 clusters Score: Raw -5295940.592181 + Penalty 2083.347386 = -5293857.244796 nChanged 21 SP:Iteration 30Q (9318.276663 sec): 3 clusters Score: Raw -5295950.042824 + Penalty 2083.347386 = -5293866.695438 nChanged 20 SP:Iteration 31Q (9318.380294 sec): 3 clusters Score: Raw -5295961.376257 + Penalty 2083.347386 = -5293878.028872 nChanged 10 SP:Iteration 32Q (9318.474287 sec): 3 clusters Score: Raw -5295964.140027 + Penalty 2083.347386 = -5293880.792642 nChanged 6 SP:Iteration 33Q (9318.578342 sec): 3 clusters Score: Raw -5295965.597368 + Penalty 2083.347386 = -5293882.249983 nChanged 6 SP:Iteration 34Q (9318.686241 sec): 3 clusters Score: Raw -5295968.292570 + Penalty 2083.347386 = -5293884.945185 nChanged 9 SP:Iteration 35Q (9318.789500 sec): 3 clusters Score: Raw -5295971.393533 + Penalty 2083.347386 = -5293888.046147 nChanged 10 SP:Iteration 36Q (9318.894746 sec): 3 clusters Score: Raw -5295974.492785 + Penalty 2083.347386 = -5293891.145399 nChanged 5 SP:Iteration 37Q (9318.997899 sec): 3 clusters Score: Raw -5295976.140362 + Penalty 2083.347386 = -5293892.792977 nChanged 1 SP:Iteration 38Q (9319.097356 sec): 3 clusters Score: Raw -5295976.428490 + Penalty 2083.347386 = -5293893.081104 nChanged 2 SP:Iteration 39Q (9319.196350 sec): 3 clusters Score: Raw -5295976.720957 + Penalty 2083.347386 = -5293893.373572 nChanged 1 SP:Iteration 40F (9319.312262 sec): 3 clusters Score: Raw -5295976.896818 + Penalty 2083.347386 = -5293893.549432 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9319.331957 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9319.382868 sec): 3 clusters Score: Raw -156010.502949 + Penalty 1420.422134 = -154590.080815 nChanged 676 SP:Iteration 1F (9319.433306 sec): 3 clusters Score: Raw -156459.612020 + Penalty 1420.422134 = -155039.189886 nChanged 161 SP:Iteration 2F (9319.495739 sec): 3 clusters Score: Raw -156623.367518 + Penalty 1420.422134 = -155202.945384 nChanged 136 SP:Iteration 3F (9319.535004 sec): 3 clusters Score: Raw -156783.275471 + Penalty 1420.422134 = -155362.853337 nChanged 131 SP:Iteration 4F (9319.579613 sec): 3 clusters Score: Raw -156933.496168 + Penalty 1420.422134 = -155513.074034 nChanged 104 SP:Iteration 5F (9319.630735 sec): 3 clusters Score: Raw -157030.832680 + Penalty 1420.422134 = -155610.410546 nChanged 72 SP:Iteration 6Q (9319.673321 sec): 3 clusters Score: Raw -157079.327170 + Penalty 1420.422134 = -155658.905036 nChanged 48 SP:Iteration 7Q (9319.723511 sec): 3 clusters Score: Raw -157111.052836 + Penalty 1420.422134 = -155690.630701 nChanged 41 SP:Iteration 8Q (9319.769213 sec): 3 clusters Score: Raw -157138.528688 + Penalty 1420.422134 = -155718.106554 nChanged 34 SP:Iteration 9Q (9319.820059 sec): 3 clusters Score: Raw -157160.966848 + Penalty 1420.422134 = -155740.544713 nChanged 26 SP:Iteration 10Q (9319.862795 sec): 3 clusters Score: Raw -157172.284452 + Penalty 1420.422134 = -155751.862318 nChanged 13 SP:Iteration 11Q (9319.908394 sec): 3 clusters Score: Raw -157177.622595 + Penalty 1420.422134 = -155757.200461 nChanged 7 SP:Iteration 12Q (9319.970480 sec): 3 clusters Score: Raw -157179.376021 + Penalty 1420.422134 = -155758.953887 nChanged 2 SP:Iteration 13Q (9320.014108 sec): 3 clusters Score: Raw -157180.510791 + Penalty 1420.422134 = -155760.088657 nChanged 5 SP:Iteration 14Q (9320.052911 sec): 3 clusters Score: Raw -157182.440524 + Penalty 1420.422134 = -155762.018390 nChanged 2 SP:Iteration 15Q (9320.094999 sec): 3 clusters Score: Raw -157182.952889 + Penalty 1420.422134 = -155762.530755 nChanged 2 SP:Iteration 16Q (9320.146010 sec): 3 clusters Score: Raw -157183.782638 + Penalty 1420.422134 = -155763.360504 nChanged 1 SP:Iteration 17Q (9320.208964 sec): 3 clusters Score: Raw -157184.251079 + Penalty 1420.422134 = -155763.828945 nChanged 1 SP:Iteration 18Q (9320.240032 sec): 3 clusters Score: Raw -157184.488302 + Penalty 1420.422134 = -155764.066168 nChanged 1 SP:Iteration 19Q (9320.289959 sec): 3 clusters Score: Raw -157184.654017 + Penalty 1420.422134 = -155764.231883 nChanged 0 SP:Iteration 20F (9320.336236 sec): 3 clusters Score: Raw -157184.654017 + Penalty 1420.422134 = -155764.231883 nChanged 0 Trying to split cluster 19 (28832 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9320.385575 sec): 2 clusters Score: Raw -2780637.142743 + Penalty 975.577910 = -2779661.564833 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9320.467331 sec): 3 clusters Score: Raw -2762327.834423 + Penalty 1951.155820 = -2760376.678602 nChanged 13542 SP:Iteration 1F (9320.543372 sec): 3 clusters Score: Raw -2770174.382628 + Penalty 1951.155820 = -2768223.226808 nChanged 1204 SP:Iteration 2Q (9320.627130 sec): 3 clusters Score: Raw -2770600.184397 + Penalty 1951.155820 = -2768649.028577 nChanged 1343 SP:Iteration 3Q (9320.700921 sec): 3 clusters Score: Raw -2771215.647869 + Penalty 1951.155820 = -2769264.492049 nChanged 1619 SP:Iteration 4F (9320.784329 sec): 3 clusters Score: Raw -2772147.482902 + Penalty 1951.155820 = -2770196.327081 nChanged 1941 SP:Iteration 5F (9320.868443 sec): 3 clusters Score: Raw -2773511.354676 + Penalty 1951.155820 = -2771560.198855 nChanged 2072 SP:Iteration 6F (9320.951563 sec): 3 clusters Score: Raw -2775207.933688 + Penalty 1951.155820 = -2773256.777867 nChanged 1991 SP:Iteration 7F (9321.041935 sec): 3 clusters Score: Raw -2777020.609771 + Penalty 1951.155820 = -2775069.453950 nChanged 1641 SP:Iteration 8F (9321.115297 sec): 3 clusters Score: Raw -2778622.586365 + Penalty 1951.155820 = -2776671.430544 nChanged 1073 SP:Iteration 9Q (9321.194547 sec): 3 clusters Score: Raw -2779647.893737 + Penalty 1951.155820 = -2777696.737917 nChanged 602 SP:Iteration 10Q (9321.280580 sec): 3 clusters Score: Raw -2780194.576399 + Penalty 1951.155820 = -2778243.420579 nChanged 310 SP:Iteration 11Q (9321.358205 sec): 3 clusters Score: Raw -2780477.927270 + Penalty 1951.155820 = -2778526.771450 nChanged 155 SP:Iteration 12Q (9321.434914 sec): 3 clusters Score: Raw -2780616.118353 + Penalty 1951.155820 = -2778664.962532 nChanged 74 SP:Iteration 13Q (9321.509291 sec): 3 clusters Score: Raw -2780665.836705 + Penalty 1951.155820 = -2778714.680885 nChanged 42 SP:Iteration 14Q (9321.584453 sec): 3 clusters Score: Raw -2780698.809225 + Penalty 1951.155820 = -2778747.653404 nChanged 29 SP:Iteration 15Q (9321.655464 sec): 3 clusters Score: Raw -2780718.973493 + Penalty 1951.155820 = -2778767.817672 nChanged 15 SP:Iteration 16Q (9321.695084 sec): 3 clusters Score: Raw -2780730.519429 + Penalty 1951.155820 = -2778779.363609 nChanged 13 SP:Iteration 17Q (9321.773432 sec): 3 clusters Score: Raw -2780743.827231 + Penalty 1951.155820 = -2778792.671410 nChanged 10 SP:Iteration 18Q (9321.851254 sec): 3 clusters Score: Raw -2780757.029899 + Penalty 1951.155820 = -2778805.874078 nChanged 6 SP:Iteration 19Q (9321.928650 sec): 3 clusters Score: Raw -2780765.543227 + Penalty 1951.155820 = -2778814.387407 nChanged 7 SP:Iteration 20F (9322.006470 sec): 3 clusters Score: Raw -2780773.248036 + Penalty 1951.155820 = -2778822.092215 nChanged 2 SP:Iteration 21Q (9322.090016 sec): 3 clusters Score: Raw -2780775.426932 + Penalty 1951.155820 = -2778824.271111 nChanged 0 SP:Iteration 22F (9322.161699 sec): 3 clusters Score: Raw -2780775.426932 + Penalty 1951.155820 = -2778824.271111 nChanged 0 Trying to split cluster 20 (21774 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9322.221444 sec): 2 clusters Score: Raw -1858943.687550 + Penalty 948.904828 = -1857994.782721 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9322.297645 sec): 3 clusters Score: Raw -1845369.144884 + Penalty 1897.809657 = -1843471.335228 nChanged 10224 SP:Iteration 1F (9322.328354 sec): 3 clusters Score: Raw -1851677.138443 + Penalty 1897.809657 = -1849779.328787 nChanged 1445 SP:Iteration 2F (9322.415224 sec): 3 clusters Score: Raw -1852590.082746 + Penalty 1897.809657 = -1850692.273090 nChanged 1534 SP:Iteration 3F (9322.492646 sec): 3 clusters Score: Raw -1853625.425328 + Penalty 1897.809657 = -1851727.615671 nChanged 1585 SP:Iteration 4F (9322.537791 sec): 3 clusters Score: Raw -1854784.566611 + Penalty 1897.809657 = -1852886.756954 nChanged 1460 SP:Iteration 5F (9322.586693 sec): 3 clusters Score: Raw -1855972.258389 + Penalty 1897.809657 = -1854074.448732 nChanged 1273 SP:Iteration 6F (9322.617910 sec): 3 clusters Score: Raw -1856916.046844 + Penalty 1897.809657 = -1855018.237187 nChanged 905 SP:Iteration 7Q (9322.658141 sec): 3 clusters Score: Raw -1857449.146384 + Penalty 1897.809657 = -1855551.336728 nChanged 657 SP:Iteration 8Q (9322.698129 sec): 3 clusters Score: Raw -1857748.916686 + Penalty 1897.809657 = -1855851.107029 nChanged 445 SP:Iteration 9Q (9322.757492 sec): 3 clusters Score: Raw -1857926.480610 + Penalty 1897.809657 = -1856028.670953 nChanged 379 SP:Iteration 10Q (9322.794442 sec): 3 clusters Score: Raw -1858084.928483 + Penalty 1897.809657 = -1856187.118826 nChanged 346 SP:Iteration 11Q (9322.849534 sec): 3 clusters Score: Raw -1858243.577861 + Penalty 1897.809657 = -1856345.768204 nChanged 321 SP:Iteration 12Q (9322.885704 sec): 3 clusters Score: Raw -1858410.892205 + Penalty 1897.809657 = -1856513.082549 nChanged 326 SP:Iteration 13Q (9322.924740 sec): 3 clusters Score: Raw -1858606.420813 + Penalty 1897.809657 = -1856708.611156 nChanged 318 SP:Iteration 14Q (9323.010036 sec): 3 clusters Score: Raw -1858825.764418 + Penalty 1897.809657 = -1856927.954762 nChanged 316 SP:Iteration 15Q (9323.085766 sec): 3 clusters Score: Raw -1859020.976080 + Penalty 1897.809657 = -1857123.166424 nChanged 288 SP:Iteration 16Q (9323.155683 sec): 3 clusters Score: Raw -1859162.174213 + Penalty 1897.809657 = -1857264.364556 nChanged 247 SP:Iteration 17Q (9323.232889 sec): 3 clusters Score: Raw -1859263.457504 + Penalty 1897.809657 = -1857365.647847 nChanged 187 SP:Iteration 18Q (9323.300692 sec): 3 clusters Score: Raw -1859330.232076 + Penalty 1897.809657 = -1857432.422419 nChanged 154 SP:Iteration 19Q (9323.363007 sec): 3 clusters Score: Raw -1859370.286431 + Penalty 1897.809657 = -1857472.476774 nChanged 115 SP:Iteration 20F (9323.427039 sec): 3 clusters Score: Raw -1859394.736019 + Penalty 1897.809657 = -1857496.926363 nChanged 99 SP:Iteration 21Q (9323.499450 sec): 3 clusters Score: Raw -1859412.773092 + Penalty 1897.809657 = -1857514.963436 nChanged 77 SP:Iteration 22Q (9323.571848 sec): 3 clusters Score: Raw -1859426.954805 + Penalty 1897.809657 = -1857529.145148 nChanged 85 SP:Iteration 23Q (9323.646543 sec): 3 clusters Score: Raw -1859444.274402 + Penalty 1897.809657 = -1857546.464745 nChanged 99 SP:Iteration 24Q (9323.718386 sec): 3 clusters Score: Raw -1859460.726106 + Penalty 1897.809657 = -1857562.916450 nChanged 86 SP:Iteration 25Q (9323.790774 sec): 3 clusters Score: Raw -1859476.306663 + Penalty 1897.809657 = -1857578.497006 nChanged 71 SP:Iteration 26Q (9323.861545 sec): 3 clusters Score: Raw -1859487.159179 + Penalty 1897.809657 = -1857589.349523 nChanged 71 SP:Iteration 27Q (9323.935153 sec): 3 clusters Score: Raw -1859498.828914 + Penalty 1897.809657 = -1857601.019257 nChanged 72 SP:Iteration 28Q (9324.008063 sec): 3 clusters Score: Raw -1859509.714973 + Penalty 1897.809657 = -1857611.905316 nChanged 53 SP:Iteration 29Q (9324.081764 sec): 3 clusters Score: Raw -1859517.016354 + Penalty 1897.809657 = -1857619.206698 nChanged 45 SP:Iteration 30Q (9324.110239 sec): 3 clusters Score: Raw -1859522.836087 + Penalty 1897.809657 = -1857625.026431 nChanged 46 SP:Iteration 31Q (9324.147008 sec): 3 clusters Score: Raw -1859529.721679 + Penalty 1897.809657 = -1857631.912023 nChanged 38 SP:Iteration 32Q (9324.183775 sec): 3 clusters Score: Raw -1859533.807697 + Penalty 1897.809657 = -1857635.998040 nChanged 33 SP:Iteration 33Q (9324.267097 sec): 3 clusters Score: Raw -1859537.519739 + Penalty 1897.809657 = -1857639.710082 nChanged 32 SP:Iteration 34Q (9324.329570 sec): 3 clusters Score: Raw -1859540.930150 + Penalty 1897.809657 = -1857643.120494 nChanged 27 SP:Iteration 35Q (9324.399152 sec): 3 clusters Score: Raw -1859543.498268 + Penalty 1897.809657 = -1857645.688612 nChanged 26 SP:Iteration 36Q (9324.472997 sec): 3 clusters Score: Raw -1859545.970275 + Penalty 1897.809657 = -1857648.160618 nChanged 26 SP:Iteration 37Q (9324.543656 sec): 3 clusters Score: Raw -1859548.319019 + Penalty 1897.809657 = -1857650.509362 nChanged 26 SP:Iteration 38Q (9324.619439 sec): 3 clusters Score: Raw -1859550.393129 + Penalty 1897.809657 = -1857652.583473 nChanged 31 SP:Iteration 39Q (9324.694649 sec): 3 clusters Score: Raw -1859553.245164 + Penalty 1897.809657 = -1857655.435508 nChanged 29 SP:Iteration 40F (9324.764943 sec): 3 clusters Score: Raw -1859556.071193 + Penalty 1897.809657 = -1857658.261537 nChanged 21 SP:Iteration 41Q (9324.838451 sec): 3 clusters Score: Raw -1859558.153789 + Penalty 1897.809657 = -1857660.344133 nChanged 16 SP:Iteration 42Q (9324.905144 sec): 3 clusters Score: Raw -1859560.228198 + Penalty 1897.809657 = -1857662.418542 nChanged 17 SP:Iteration 43Q (9324.983103 sec): 3 clusters Score: Raw -1859561.751458 + Penalty 1897.809657 = -1857663.941801 nChanged 14 SP:Iteration 44Q (9325.053338 sec): 3 clusters Score: Raw -1859563.571804 + Penalty 1897.809657 = -1857665.762147 nChanged 21 SP:Iteration 45Q (9325.127837 sec): 3 clusters Score: Raw -1859566.154868 + Penalty 1897.809657 = -1857668.345212 nChanged 23 SP:Iteration 46Q (9325.201099 sec): 3 clusters Score: Raw -1859568.684380 + Penalty 1897.809657 = -1857670.874724 nChanged 22 SP:Iteration 47Q (9325.274353 sec): 3 clusters Score: Raw -1859570.769468 + Penalty 1897.809657 = -1857672.959811 nChanged 19 SP:Iteration 48Q (9325.348706 sec): 3 clusters Score: Raw -1859572.651319 + Penalty 1897.809657 = -1857674.841663 nChanged 18 SP:Iteration 49Q (9325.422140 sec): 3 clusters Score: Raw -1859573.936416 + Penalty 1897.809657 = -1857676.126759 nChanged 13 SP:Iteration 50Q (9325.495444 sec): 3 clusters Score: Raw -1859574.971930 + Penalty 1897.809657 = -1857677.162273 nChanged 13 SP:Iteration 51Q (9325.560503 sec): 3 clusters Score: Raw -1859576.151264 + Penalty 1897.809657 = -1857678.341607 nChanged 21 SP:Iteration 52Q (9325.623959 sec): 3 clusters Score: Raw -1859578.125679 + Penalty 1897.809657 = -1857680.316023 nChanged 19 SP:Iteration 53Q (9325.692501 sec): 3 clusters Score: Raw -1859579.813322 + Penalty 1897.809657 = -1857682.003666 nChanged 16 SP:Iteration 54Q (9325.762995 sec): 3 clusters Score: Raw -1859581.301453 + Penalty 1897.809657 = -1857683.491796 nChanged 19 SP:Iteration 55Q (9325.833746 sec): 3 clusters Score: Raw -1859583.054094 + Penalty 1897.809657 = -1857685.244438 nChanged 11 SP:Iteration 56Q (9325.912075 sec): 3 clusters Score: Raw -1859583.712696 + Penalty 1897.809657 = -1857685.903039 nChanged 8 SP:Iteration 57Q (9325.983234 sec): 3 clusters Score: Raw -1859584.281376 + Penalty 1897.809657 = -1857686.471720 nChanged 9 SP:Iteration 58Q (9326.057634 sec): 3 clusters Score: Raw -1859585.168074 + Penalty 1897.809657 = -1857687.358417 nChanged 10 SP:Iteration 59Q (9326.129740 sec): 3 clusters Score: Raw -1859585.969308 + Penalty 1897.809657 = -1857688.159651 nChanged 10 SP:Iteration 60F (9326.205962 sec): 3 clusters Score: Raw -1859586.980155 + Penalty 1897.809657 = -1857689.170498 nChanged 11 SP:Iteration 61Q (9326.278415 sec): 3 clusters Score: Raw -1859588.003547 + Penalty 1897.809657 = -1857690.193890 nChanged 13 SP:Iteration 62Q (9326.352097 sec): 3 clusters Score: Raw -1859589.110571 + Penalty 1897.809657 = -1857691.300915 nChanged 11 SP:Iteration 63Q (9326.424978 sec): 3 clusters Score: Raw -1859589.951055 + Penalty 1897.809657 = -1857692.141398 nChanged 6 SP:Iteration 64Q (9326.497206 sec): 3 clusters Score: Raw -1859590.291907 + Penalty 1897.809657 = -1857692.482251 nChanged 3 SP:Iteration 65Q (9326.562909 sec): 3 clusters Score: Raw -1859590.520939 + Penalty 1897.809657 = -1857692.711282 nChanged 0 SP:Iteration 66F (9326.645001 sec): 3 clusters Score: Raw -1859590.520939 + Penalty 1897.809657 = -1857692.711282 nChanged 0 Trying to split cluster 21 (30816 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9326.690857 sec): 2 clusters Score: Raw -2967681.833779 + Penalty 981.899985 = -2966699.933794 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9326.780243 sec): 3 clusters Score: Raw -2948107.168706 + Penalty 1963.799970 = -2946143.368736 nChanged 14600 SP:Iteration 1F (9326.853849 sec): 3 clusters Score: Raw -2956254.813117 + Penalty 1963.799970 = -2954291.013147 nChanged 1290 SP:Iteration 2Q (9326.941873 sec): 3 clusters Score: Raw -2956652.276256 + Penalty 1963.799970 = -2954688.476286 nChanged 1367 SP:Iteration 3Q (9327.029651 sec): 3 clusters Score: Raw -2957162.217415 + Penalty 1963.799970 = -2955198.417446 nChanged 1474 SP:Iteration 4Q (9327.118118 sec): 3 clusters Score: Raw -2957821.399708 + Penalty 1963.799970 = -2955857.599738 nChanged 1691 SP:Iteration 5F (9327.205251 sec): 3 clusters Score: Raw -2958716.923042 + Penalty 1963.799970 = -2956753.123072 nChanged 1877 SP:Iteration 6F (9327.287326 sec): 3 clusters Score: Raw -2959904.397721 + Penalty 1963.799970 = -2957940.597751 nChanged 2026 SP:Iteration 7F (9327.378502 sec): 3 clusters Score: Raw -2961448.057304 + Penalty 1963.799970 = -2959484.257334 nChanged 1909 SP:Iteration 8F (9327.466290 sec): 3 clusters Score: Raw -2963092.875376 + Penalty 1963.799970 = -2961129.075406 nChanged 1540 SP:Iteration 9Q (9327.546763 sec): 3 clusters Score: Raw -2964480.809555 + Penalty 1963.799970 = -2962517.009585 nChanged 1069 SP:Iteration 10Q (9327.637526 sec): 3 clusters Score: Raw -2965439.376534 + Penalty 1963.799970 = -2963475.576565 nChanged 770 SP:Iteration 11Q (9327.714462 sec): 3 clusters Score: Raw -2966045.524551 + Penalty 1963.799970 = -2964081.724581 nChanged 540 SP:Iteration 12Q (9327.788739 sec): 3 clusters Score: Raw -2966461.638877 + Penalty 1963.799970 = -2964497.838907 nChanged 432 SP:Iteration 13Q (9327.859512 sec): 3 clusters Score: Raw -2966778.326436 + Penalty 1963.799970 = -2964814.526466 nChanged 327 SP:Iteration 14Q (9327.940284 sec): 3 clusters Score: Raw -2966996.672105 + Penalty 1963.799970 = -2965032.872136 nChanged 282 SP:Iteration 15Q (9328.019771 sec): 3 clusters Score: Raw -2967145.166616 + Penalty 1963.799970 = -2965181.366647 nChanged 220 SP:Iteration 16Q (9328.094311 sec): 3 clusters Score: Raw -2967249.222685 + Penalty 1963.799970 = -2965285.422715 nChanged 200 SP:Iteration 17Q (9328.173782 sec): 3 clusters Score: Raw -2967334.016023 + Penalty 1963.799970 = -2965370.216053 nChanged 155 SP:Iteration 18Q (9328.252211 sec): 3 clusters Score: Raw -2967395.264753 + Penalty 1963.799970 = -2965431.464783 nChanged 152 SP:Iteration 19Q (9328.324717 sec): 3 clusters Score: Raw -2967451.429366 + Penalty 1963.799970 = -2965487.629396 nChanged 120 SP:Iteration 20F (9328.408964 sec): 3 clusters Score: Raw -2967490.355026 + Penalty 1963.799970 = -2965526.555056 nChanged 113 SP:Iteration 21Q (9328.486532 sec): 3 clusters Score: Raw -2967527.555290 + Penalty 1963.799970 = -2965563.755320 nChanged 106 SP:Iteration 22Q (9328.549988 sec): 3 clusters Score: Raw -2967555.640692 + Penalty 1963.799970 = -2965591.840723 nChanged 104 SP:Iteration 23Q (9328.629209 sec): 3 clusters Score: Raw -2967585.974339 + Penalty 1963.799970 = -2965622.174369 nChanged 89 SP:Iteration 24Q (9328.713190 sec): 3 clusters Score: Raw -2967607.905628 + Penalty 1963.799970 = -2965644.105658 nChanged 79 SP:Iteration 25Q (9328.778388 sec): 3 clusters Score: Raw -2967624.557737 + Penalty 1963.799970 = -2965660.757767 nChanged 66 SP:Iteration 26Q (9328.860883 sec): 3 clusters Score: Raw -2967637.750326 + Penalty 1963.799970 = -2965673.950357 nChanged 65 SP:Iteration 27Q (9328.938854 sec): 3 clusters Score: Raw -2967653.324174 + Penalty 1963.799970 = -2965689.524205 nChanged 63 SP:Iteration 28Q (9329.002607 sec): 3 clusters Score: Raw -2967664.573518 + Penalty 1963.799970 = -2965700.773548 nChanged 33 SP:Iteration 29Q (9329.087759 sec): 3 clusters Score: Raw -2967668.880182 + Penalty 1963.799970 = -2965705.080212 nChanged 21 SP:Iteration 30Q (9329.172512 sec): 3 clusters Score: Raw -2967671.895915 + Penalty 1963.799970 = -2965708.095945 nChanged 21 SP:Iteration 31Q (9329.240277 sec): 3 clusters Score: Raw -2967674.518274 + Penalty 1963.799970 = -2965710.718304 nChanged 22 SP:Iteration 32Q (9329.331493 sec): 3 clusters Score: Raw -2967677.819198 + Penalty 1963.799970 = -2965714.019228 nChanged 17 SP:Iteration 33Q (9329.408829 sec): 3 clusters Score: Raw -2967680.347290 + Penalty 1963.799970 = -2965716.547320 nChanged 18 SP:Iteration 34Q (9329.488832 sec): 3 clusters Score: Raw -2967682.363713 + Penalty 1963.799970 = -2965718.563743 nChanged 13 SP:Iteration 35Q (9329.561999 sec): 3 clusters Score: Raw -2967684.265363 + Penalty 1963.799970 = -2965720.465393 nChanged 15 SP:Iteration 36Q (9329.649543 sec): 3 clusters Score: Raw -2967685.903031 + Penalty 1963.799970 = -2965722.103061 nChanged 7 SP:Iteration 37Q (9329.728522 sec): 3 clusters Score: Raw -2967686.312565 + Penalty 1963.799970 = -2965722.512595 nChanged 5 SP:Iteration 38Q (9329.806342 sec): 3 clusters Score: Raw -2967686.677803 + Penalty 1963.799970 = -2965722.877833 nChanged 4 SP:Iteration 39Q (9329.889007 sec): 3 clusters Score: Raw -2967687.109296 + Penalty 1963.799970 = -2965723.309327 nChanged 0 SP:Iteration 40F (9329.937840 sec): 3 clusters Score: Raw -2967687.109296 + Penalty 1963.799970 = -2965723.309327 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9330.107915 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9330.327440 sec): 3 clusters Score: Raw -12793804.509659 + Penalty 2243.674617 = -12791560.835042 nChanged 65117 SP:Iteration 1F (9330.541716 sec): 3 clusters Score: Raw -12832678.680863 + Penalty 2243.674617 = -12830435.006246 nChanged 4587 SP:Iteration 2Q (9330.756595 sec): 3 clusters Score: Raw -12834010.023219 + Penalty 2243.674617 = -12831766.348602 nChanged 5240 SP:Iteration 3Q (9330.987733 sec): 3 clusters Score: Raw -12835967.575627 + Penalty 2243.674617 = -12833723.901010 nChanged 6320 SP:Iteration 4Q (9331.206179 sec): 3 clusters Score: Raw -12839132.227918 + Penalty 2243.674617 = -12836888.553300 nChanged 7961 SP:Iteration 5F (9331.414767 sec): 3 clusters Score: Raw -12844203.937165 + Penalty 2243.674617 = -12841960.262548 nChanged 9072 SP:Iteration 6F (9331.633675 sec): 3 clusters Score: Raw -12851005.765124 + Penalty 2243.674617 = -12848762.090507 nChanged 9233 SP:Iteration 7F (9331.847475 sec): 3 clusters Score: Raw -12858025.246642 + Penalty 2243.674617 = -12855781.572025 nChanged 7782 SP:Iteration 8F (9332.061480 sec): 3 clusters Score: Raw -12862945.559684 + Penalty 2243.674617 = -12860701.885067 nChanged 5545 SP:Iteration 9Q (9332.278717 sec): 3 clusters Score: Raw -12865565.607182 + Penalty 2243.674617 = -12863321.932565 nChanged 3864 SP:Iteration 10Q (9332.494216 sec): 3 clusters Score: Raw -12867025.510238 + Penalty 2243.674617 = -12864781.835621 nChanged 3063 SP:Iteration 11Q (9332.694319 sec): 3 clusters Score: Raw -12868185.670288 + Penalty 2243.674617 = -12865941.995671 nChanged 2879 SP:Iteration 12Q (9332.894532 sec): 3 clusters Score: Raw -12869323.799036 + Penalty 2243.674617 = -12867080.124419 nChanged 2904 SP:Iteration 13Q (9333.103342 sec): 3 clusters Score: Raw -12870498.223293 + Penalty 2243.674617 = -12868254.548676 nChanged 2800 SP:Iteration 14Q (9333.313901 sec): 3 clusters Score: Raw -12871709.922530 + Penalty 2243.674617 = -12869466.247913 nChanged 2836 SP:Iteration 15Q (9333.515750 sec): 3 clusters Score: Raw -12873047.153979 + Penalty 2243.674617 = -12870803.479362 nChanged 2721 SP:Iteration 16Q (9333.710527 sec): 3 clusters Score: Raw -12874428.414517 + Penalty 2243.674617 = -12872184.739900 nChanged 2633 SP:Iteration 17Q (9333.924952 sec): 3 clusters Score: Raw -12875848.342042 + Penalty 2243.674617 = -12873604.667425 nChanged 2298 SP:Iteration 18Q (9334.146529 sec): 3 clusters Score: Raw -12877060.280069 + Penalty 2243.674617 = -12874816.605452 nChanged 2017 SP:Iteration 19Q (9334.353006 sec): 3 clusters Score: Raw -12878146.020421 + Penalty 2243.674617 = -12875902.345804 nChanged 1795 SP:Iteration 20F (9334.573391 sec): 3 clusters Score: Raw -12879133.909473 + Penalty 2243.674617 = -12876890.234856 nChanged 1524 SP:Iteration 21Q (9334.773939 sec): 3 clusters Score: Raw -12879995.621717 + Penalty 2243.674617 = -12877751.947099 nChanged 1314 SP:Iteration 22Q (9334.971924 sec): 3 clusters Score: Raw -12880742.952977 + Penalty 2243.674617 = -12878499.278360 nChanged 1034 SP:Iteration 23Q (9335.155466 sec): 3 clusters Score: Raw -12881319.496311 + Penalty 2243.674617 = -12879075.821694 nChanged 785 SP:Iteration 24Q (9335.315078 sec): 3 clusters Score: Raw -12881752.440124 + Penalty 2243.674617 = -12879508.765507 nChanged 607 SP:Iteration 25Q (9335.507124 sec): 3 clusters Score: Raw -12882103.009369 + Penalty 2243.674617 = -12879859.334752 nChanged 487 SP:Iteration 26Q (9335.702995 sec): 3 clusters Score: Raw -12882385.752940 + Penalty 2243.674617 = -12880142.078323 nChanged 297 SP:Iteration 27Q (9335.894429 sec): 3 clusters Score: Raw -12882544.006252 + Penalty 2243.674617 = -12880300.331634 nChanged 221 SP:Iteration 28Q (9336.087368 sec): 3 clusters Score: Raw -12882667.438234 + Penalty 2243.674617 = -12880423.763617 nChanged 166 SP:Iteration 29Q (9336.268852 sec): 3 clusters Score: Raw -12882764.486351 + Penalty 2243.674617 = -12880520.811734 nChanged 119 SP:Iteration 30Q (9336.458525 sec): 3 clusters Score: Raw -12882830.887389 + Penalty 2243.674617 = -12880587.212772 nChanged 84 SP:Iteration 31Q (9336.646520 sec): 3 clusters Score: Raw -12882873.373545 + Penalty 2243.674617 = -12880629.698928 nChanged 53 SP:Iteration 32Q (9336.837185 sec): 3 clusters Score: Raw -12882898.335565 + Penalty 2243.674617 = -12880654.660948 nChanged 32 SP:Iteration 33Q (9337.024906 sec): 3 clusters Score: Raw -12882915.795305 + Penalty 2243.674617 = -12880672.120688 nChanged 27 SP:Iteration 34Q (9337.211609 sec): 3 clusters Score: Raw -12882930.768999 + Penalty 2243.674617 = -12880687.094382 nChanged 20 SP:Iteration 35Q (9337.402778 sec): 3 clusters Score: Raw -12882937.554095 + Penalty 2243.674617 = -12880693.879478 nChanged 20 SP:Iteration 36Q (9337.593597 sec): 3 clusters Score: Raw -12882944.790634 + Penalty 2243.674617 = -12880701.116017 nChanged 11 SP:Iteration 37Q (9337.800998 sec): 3 clusters Score: Raw -12882951.048700 + Penalty 2243.674617 = -12880707.374083 nChanged 11 SP:Iteration 38Q (9337.978539 sec): 3 clusters Score: Raw -12882954.402396 + Penalty 2243.674617 = -12880710.727779 nChanged 10 SP:Iteration 39Q (9338.160157 sec): 3 clusters Score: Raw -12882959.172169 + Penalty 2243.674617 = -12880715.497552 nChanged 10 SP:Iteration 40F (9338.359933 sec): 3 clusters Score: Raw -12882963.910479 + Penalty 2243.674617 = -12880720.235862 nChanged 8 SP:Iteration 41Q (9338.517388 sec): 3 clusters Score: Raw -12882968.254804 + Penalty 2243.674617 = -12880724.580187 nChanged 10 SP:Iteration 42Q (9338.692520 sec): 3 clusters Score: Raw -12882973.513821 + Penalty 2243.674617 = -12880729.839204 nChanged 7 SP:Iteration 43Q (9338.865812 sec): 3 clusters Score: Raw -12882977.164771 + Penalty 2243.674617 = -12880733.490154 nChanged 5 SP:Iteration 44Q (9339.037855 sec): 3 clusters Score: Raw -12882979.385782 + Penalty 2243.674617 = -12880735.711165 nChanged 5 SP:Iteration 45Q (9339.225586 sec): 3 clusters Score: Raw -12882981.357456 + Penalty 2243.674617 = -12880737.682839 nChanged 5 SP:Iteration 46Q (9339.414521 sec): 3 clusters Score: Raw -12882983.238944 + Penalty 2243.674617 = -12880739.564327 nChanged 1 SP:Iteration 47Q (9339.597821 sec): 3 clusters Score: Raw -12882983.374411 + Penalty 2243.674617 = -12880739.699794 nChanged 2 SP:Iteration 48Q (9339.789553 sec): 3 clusters Score: Raw -12882983.955663 + Penalty 2243.674617 = -12880740.281046 nChanged 0 SP:Iteration 49F (9339.995649 sec): 3 clusters Score: Raw -12882983.955663 + Penalty 2243.674617 = -12880740.281046 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9340.019530 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9340.064828 sec): 3 clusters Score: Raw -12889.104210 + Penalty 988.761271 = -11900.342940 nChanged 58 SP:Iteration 1F (9340.113804 sec): 3 clusters Score: Raw -13082.280763 + Penalty 988.761271 = -12093.519492 nChanged 10 SP:Iteration 2F (9340.162883 sec): 3 clusters Score: Raw -13142.462113 + Penalty 988.761271 = -12153.700842 nChanged 4 SP:Iteration 3Q (9340.207183 sec): 3 clusters Score: Raw -13161.950061 + Penalty 988.761271 = -12173.188791 nChanged 2 SP:Iteration 4Q (9340.256521 sec): 3 clusters Score: Raw -13171.846656 + Penalty 988.761271 = -12183.085386 nChanged 3 SP:Iteration 5Q (9340.302405 sec): 3 clusters Score: Raw -13206.761743 + Penalty 988.761271 = -12218.000472 nChanged 0 SP:Iteration 6F (9340.350323 sec): 3 clusters Score: Raw -13206.761743 + Penalty 988.761271 = -12218.000472 nChanged 0 Trying to split cluster 24 (5198 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9340.382331 sec): 2 clusters Score: Raw -449620.718810 + Penalty 812.822775 = -448807.896035 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9340.436071 sec): 3 clusters Score: Raw -446666.937498 + Penalty 1625.645551 = -445041.291947 nChanged 2276 SP:Iteration 1F (9340.489143 sec): 3 clusters Score: Raw -447997.803149 + Penalty 1625.645551 = -446372.157598 nChanged 351 SP:Iteration 2F (9340.538256 sec): 3 clusters Score: Raw -448211.524279 + Penalty 1625.645551 = -446585.878728 nChanged 318 SP:Iteration 3F (9340.592566 sec): 3 clusters Score: Raw -448399.838109 + Penalty 1625.645551 = -446774.192558 nChanged 290 SP:Iteration 4F (9340.650512 sec): 3 clusters Score: Raw -448580.402982 + Penalty 1625.645551 = -446954.757431 nChanged 292 SP:Iteration 5F (9340.698632 sec): 3 clusters Score: Raw -448770.117703 + Penalty 1625.645551 = -447144.472152 nChanged 277 SP:Iteration 6F (9340.752526 sec): 3 clusters Score: Raw -448932.208742 + Penalty 1625.645551 = -447306.563191 nChanged 256 SP:Iteration 7Q (9340.809860 sec): 3 clusters Score: Raw -449104.112234 + Penalty 1625.645551 = -447478.466683 nChanged 208 SP:Iteration 8Q (9340.861957 sec): 3 clusters Score: Raw -449248.848390 + Penalty 1625.645551 = -447623.202840 nChanged 185 SP:Iteration 9Q (9340.915417 sec): 3 clusters Score: Raw -449369.257086 + Penalty 1625.645551 = -447743.611535 nChanged 155 SP:Iteration 10Q (9340.958595 sec): 3 clusters Score: Raw -449467.834853 + Penalty 1625.645551 = -447842.189302 nChanged 130 SP:Iteration 11Q (9341.018616 sec): 3 clusters Score: Raw -449539.228349 + Penalty 1625.645551 = -447913.582798 nChanged 78 SP:Iteration 12Q (9341.061595 sec): 3 clusters Score: Raw -449591.175636 + Penalty 1625.645551 = -447965.530085 nChanged 89 SP:Iteration 13Q (9341.114776 sec): 3 clusters Score: Raw -449654.408340 + Penalty 1625.645551 = -448028.762790 nChanged 89 SP:Iteration 14Q (9341.166867 sec): 3 clusters Score: Raw -449706.711043 + Penalty 1625.645551 = -448081.065492 nChanged 60 SP:Iteration 15Q (9341.217967 sec): 3 clusters Score: Raw -449745.803323 + Penalty 1625.645551 = -448120.157772 nChanged 60 SP:Iteration 16Q (9341.263084 sec): 3 clusters Score: Raw -449787.767338 + Penalty 1625.645551 = -448162.121788 nChanged 52 SP:Iteration 17Q (9341.316251 sec): 3 clusters Score: Raw -449823.491118 + Penalty 1625.645551 = -448197.845567 nChanged 57 SP:Iteration 18Q (9341.349225 sec): 3 clusters Score: Raw -449853.161570 + Penalty 1625.645551 = -448227.516020 nChanged 32 SP:Iteration 19Q (9341.394544 sec): 3 clusters Score: Raw -449872.431064 + Penalty 1625.645551 = -448246.785513 nChanged 36 SP:Iteration 20F (9341.440576 sec): 3 clusters Score: Raw -449891.724857 + Penalty 1625.645551 = -448266.079306 nChanged 29 SP:Iteration 21Q (9341.485724 sec): 3 clusters Score: Raw -449911.473079 + Penalty 1625.645551 = -448285.827529 nChanged 35 SP:Iteration 22Q (9341.531288 sec): 3 clusters Score: Raw -449927.102822 + Penalty 1625.645551 = -448301.457271 nChanged 29 SP:Iteration 23Q (9341.576517 sec): 3 clusters Score: Raw -449936.409571 + Penalty 1625.645551 = -448310.764020 nChanged 21 SP:Iteration 24Q (9341.625121 sec): 3 clusters Score: Raw -449941.186767 + Penalty 1625.645551 = -448315.541216 nChanged 8 SP:Iteration 25Q (9341.677629 sec): 3 clusters Score: Raw -449942.857481 + Penalty 1625.645551 = -448317.211930 nChanged 6 SP:Iteration 26Q (9341.730559 sec): 3 clusters Score: Raw -449944.872338 + Penalty 1625.645551 = -448319.226787 nChanged 8 SP:Iteration 27Q (9341.780560 sec): 3 clusters Score: Raw -449948.036634 + Penalty 1625.645551 = -448322.391083 nChanged 12 SP:Iteration 28Q (9341.832778 sec): 3 clusters Score: Raw -449952.652921 + Penalty 1625.645551 = -448327.007370 nChanged 10 SP:Iteration 29Q (9341.886091 sec): 3 clusters Score: Raw -449955.367182 + Penalty 1625.645551 = -448329.721631 nChanged 11 SP:Iteration 30Q (9341.938859 sec): 3 clusters Score: Raw -449961.495456 + Penalty 1625.645551 = -448335.849905 nChanged 11 SP:Iteration 31Q (9341.981098 sec): 3 clusters Score: Raw -449965.857976 + Penalty 1625.645551 = -448340.212426 nChanged 8 SP:Iteration 32Q (9342.033973 sec): 3 clusters Score: Raw -449967.412363 + Penalty 1625.645551 = -448341.766812 nChanged 2 SP:Iteration 33Q (9342.086914 sec): 3 clusters Score: Raw -449967.793819 + Penalty 1625.645551 = -448342.148269 nChanged 5 SP:Iteration 34Q (9342.151403 sec): 3 clusters Score: Raw -449968.889607 + Penalty 1625.645551 = -448343.244056 nChanged 2 SP:Iteration 35Q (9342.193783 sec): 3 clusters Score: Raw -449969.681734 + Penalty 1625.645551 = -448344.036183 nChanged 1 SP:Iteration 36Q (9342.258023 sec): 3 clusters Score: Raw -449969.847933 + Penalty 1625.645551 = -448344.202382 nChanged 0 SP:Iteration 37F (9342.301094 sec): 3 clusters Score: Raw -449969.847933 + Penalty 1625.645551 = -448344.202382 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9342.339107 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9342.401538 sec): 3 clusters Score: Raw -1311845.317219 + Penalty 1810.884973 = -1310034.432246 nChanged 6243 SP:Iteration 1F (9342.475973 sec): 3 clusters Score: Raw -1315431.948610 + Penalty 1810.884973 = -1313621.063636 nChanged 839 SP:Iteration 2F (9342.541005 sec): 3 clusters Score: Raw -1315842.021682 + Penalty 1810.884973 = -1314031.136709 nChanged 863 SP:Iteration 3F (9342.605519 sec): 3 clusters Score: Raw -1316306.475919 + Penalty 1810.884973 = -1314495.590946 nChanged 908 SP:Iteration 4F (9342.660239 sec): 3 clusters Score: Raw -1316818.672356 + Penalty 1810.884973 = -1315007.787382 nChanged 832 SP:Iteration 5F (9342.722501 sec): 3 clusters Score: Raw -1317313.451692 + Penalty 1810.884973 = -1315502.566718 nChanged 775 SP:Iteration 6F (9342.785748 sec): 3 clusters Score: Raw -1317798.866026 + Penalty 1810.884973 = -1315987.981052 nChanged 704 SP:Iteration 7F (9342.852273 sec): 3 clusters Score: Raw -1318295.031131 + Penalty 1810.884973 = -1316484.146158 nChanged 639 SP:Iteration 8Q (9342.906906 sec): 3 clusters Score: Raw -1318778.437198 + Penalty 1810.884973 = -1316967.552224 nChanged 535 SP:Iteration 9Q (9342.971049 sec): 3 clusters Score: Raw -1319194.855074 + Penalty 1810.884973 = -1317383.970100 nChanged 414 SP:Iteration 10Q (9343.023827 sec): 3 clusters Score: Raw -1319521.634865 + Penalty 1810.884973 = -1317710.749891 nChanged 312 SP:Iteration 11Q (9343.088494 sec): 3 clusters Score: Raw -1319755.670153 + Penalty 1810.884973 = -1317944.785179 nChanged 215 SP:Iteration 12Q (9343.152058 sec): 3 clusters Score: Raw -1319918.252579 + Penalty 1810.884973 = -1318107.367605 nChanged 184 SP:Iteration 13Q (9343.221779 sec): 3 clusters Score: Raw -1320059.673638 + Penalty 1810.884973 = -1318248.788664 nChanged 125 SP:Iteration 14Q (9343.285112 sec): 3 clusters Score: Raw -1320169.338770 + Penalty 1810.884973 = -1318358.453797 nChanged 82 SP:Iteration 15Q (9343.339831 sec): 3 clusters Score: Raw -1320235.435624 + Penalty 1810.884973 = -1318424.550651 nChanged 61 SP:Iteration 16Q (9343.412330 sec): 3 clusters Score: Raw -1320281.266664 + Penalty 1810.884973 = -1318470.381690 nChanged 41 SP:Iteration 17Q (9343.475684 sec): 3 clusters Score: Raw -1320306.773153 + Penalty 1810.884973 = -1318495.888180 nChanged 26 SP:Iteration 18Q (9343.536043 sec): 3 clusters Score: Raw -1320323.218313 + Penalty 1810.884973 = -1318512.333340 nChanged 18 SP:Iteration 19Q (9343.591004 sec): 3 clusters Score: Raw -1320332.031467 + Penalty 1810.884973 = -1318521.146493 nChanged 13 SP:Iteration 20F (9343.653129 sec): 3 clusters Score: Raw -1320340.150433 + Penalty 1810.884973 = -1318529.265459 nChanged 11 SP:Iteration 21Q (9343.713213 sec): 3 clusters Score: Raw -1320346.926638 + Penalty 1810.884973 = -1318536.041664 nChanged 7 SP:Iteration 22Q (9343.767621 sec): 3 clusters Score: Raw -1320353.256197 + Penalty 1810.884973 = -1318542.371223 nChanged 13 SP:Iteration 23Q (9343.813477 sec): 3 clusters Score: Raw -1320362.435553 + Penalty 1810.884973 = -1318551.550579 nChanged 15 SP:Iteration 24Q (9343.874346 sec): 3 clusters Score: Raw -1320372.083713 + Penalty 1810.884973 = -1318561.198739 nChanged 7 SP:Iteration 25Q (9343.926775 sec): 3 clusters Score: Raw -1320376.484206 + Penalty 1810.884973 = -1318565.599233 nChanged 5 SP:Iteration 26Q (9343.985591 sec): 3 clusters Score: Raw -1320379.747889 + Penalty 1810.884973 = -1318568.862916 nChanged 4 SP:Iteration 27Q (9344.050549 sec): 3 clusters Score: Raw -1320381.925956 + Penalty 1810.884973 = -1318571.040982 nChanged 4 SP:Iteration 28Q (9344.109472 sec): 3 clusters Score: Raw -1320384.347087 + Penalty 1810.884973 = -1318573.462114 nChanged 5 SP:Iteration 29Q (9344.158832 sec): 3 clusters Score: Raw -1320389.131171 + Penalty 1810.884973 = -1318578.246197 nChanged 3 SP:Iteration 30Q (9344.214460 sec): 3 clusters Score: Raw -1320391.010275 + Penalty 1810.884973 = -1318580.125301 nChanged 3 SP:Iteration 31Q (9344.275382 sec): 3 clusters Score: Raw -1320392.857080 + Penalty 1810.884973 = -1318581.972106 nChanged 2 SP:Iteration 32Q (9344.300407 sec): 3 clusters Score: Raw -1320393.935831 + Penalty 1810.884973 = -1318583.050858 nChanged 1 SP:Iteration 33Q (9344.362523 sec): 3 clusters Score: Raw -1320394.335734 + Penalty 1810.884973 = -1318583.450761 nChanged 2 SP:Iteration 34Q (9344.415248 sec): 3 clusters Score: Raw -1320395.519754 + Penalty 1810.884973 = -1318584.634780 nChanged 1 SP:Iteration 35Q (9344.484703 sec): 3 clusters Score: Raw -1320395.830420 + Penalty 1810.884973 = -1318584.945447 nChanged 1 SP:Iteration 36Q (9344.540943 sec): 3 clusters Score: Raw -1320396.470169 + Penalty 1810.884973 = -1318585.585195 nChanged 0 SP:Iteration 37F (9344.592579 sec): 3 clusters Score: Raw -1320396.470169 + Penalty 1810.884973 = -1318585.585195 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9344.625596 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9344.669921 sec): 3 clusters Score: Raw -299963.239435 + Penalty 1540.981175 = -298422.258259 nChanged 1405 SP:Iteration 1F (9344.723353 sec): 3 clusters Score: Raw -300750.294577 + Penalty 1540.981175 = -299209.313401 nChanged 246 SP:Iteration 2F (9344.777789 sec): 3 clusters Score: Raw -300900.507546 + Penalty 1540.981175 = -299359.526371 nChanged 214 SP:Iteration 3F (9344.830717 sec): 3 clusters Score: Raw -301015.955910 + Penalty 1540.981175 = -299474.974735 nChanged 158 SP:Iteration 4Q (9344.876757 sec): 3 clusters Score: Raw -301113.146385 + Penalty 1540.981175 = -299572.165210 nChanged 160 SP:Iteration 5Q (9344.923108 sec): 3 clusters Score: Raw -301222.597189 + Penalty 1540.981175 = -299681.616014 nChanged 161 SP:Iteration 6Q (9344.966093 sec): 3 clusters Score: Raw -301342.322877 + Penalty 1540.981175 = -299801.341702 nChanged 166 SP:Iteration 7Q (9345.010847 sec): 3 clusters Score: Raw -301478.225480 + Penalty 1540.981175 = -299937.244305 nChanged 164 SP:Iteration 8Q (9345.053594 sec): 3 clusters Score: Raw -301614.473398 + Penalty 1540.981175 = -300073.492222 nChanged 148 SP:Iteration 9Q (9345.102246 sec): 3 clusters Score: Raw -301744.458245 + Penalty 1540.981175 = -300203.477070 nChanged 131 SP:Iteration 10Q (9345.139922 sec): 3 clusters Score: Raw -301863.340492 + Penalty 1540.981175 = -300322.359316 nChanged 116 SP:Iteration 11Q (9345.182964 sec): 3 clusters Score: Raw -301980.950681 + Penalty 1540.981175 = -300439.969506 nChanged 89 SP:Iteration 12Q (9345.229894 sec): 3 clusters Score: Raw -302070.716783 + Penalty 1540.981175 = -300529.735608 nChanged 87 SP:Iteration 13Q (9345.276910 sec): 3 clusters Score: Raw -302167.379028 + Penalty 1540.981175 = -300626.397853 nChanged 78 SP:Iteration 14Q (9345.328699 sec): 3 clusters Score: Raw -302227.332494 + Penalty 1540.981175 = -300686.351318 nChanged 44 SP:Iteration 15Q (9345.380766 sec): 3 clusters Score: Raw -302257.075862 + Penalty 1540.981175 = -300716.094686 nChanged 35 SP:Iteration 16Q (9345.432426 sec): 3 clusters Score: Raw -302276.849179 + Penalty 1540.981175 = -300735.868004 nChanged 26 SP:Iteration 17Q (9345.473052 sec): 3 clusters Score: Raw -302287.495235 + Penalty 1540.981175 = -300746.514060 nChanged 14 SP:Iteration 18Q (9345.533213 sec): 3 clusters Score: Raw -302292.053375 + Penalty 1540.981175 = -300751.072199 nChanged 13 SP:Iteration 19Q (9345.586297 sec): 3 clusters Score: Raw -302296.891471 + Penalty 1540.981175 = -300755.910296 nChanged 13 SP:Iteration 20F (9345.636105 sec): 3 clusters Score: Raw -302300.789777 + Penalty 1540.981175 = -300759.808602 nChanged 13 SP:Iteration 21Q (9345.683575 sec): 3 clusters Score: Raw -302306.359680 + Penalty 1540.981175 = -300765.378505 nChanged 14 SP:Iteration 22Q (9345.735892 sec): 3 clusters Score: Raw -302310.858554 + Penalty 1540.981175 = -300769.877379 nChanged 8 SP:Iteration 23Q (9345.776140 sec): 3 clusters Score: Raw -302312.653902 + Penalty 1540.981175 = -300771.672727 nChanged 7 SP:Iteration 24Q (9345.839522 sec): 3 clusters Score: Raw -302313.827180 + Penalty 1540.981175 = -300772.846005 nChanged 5 SP:Iteration 25Q (9345.880317 sec): 3 clusters Score: Raw -302314.503082 + Penalty 1540.981175 = -300773.521907 nChanged 2 SP:Iteration 26Q (9345.932304 sec): 3 clusters Score: Raw -302314.793787 + Penalty 1540.981175 = -300773.812611 nChanged 0 SP:Iteration 27F (9345.974935 sec): 3 clusters Score: Raw -302314.793787 + Penalty 1540.981175 = -300773.812611 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9346.004785 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9346.056970 sec): 3 clusters Score: Raw -402240.417246 + Penalty 1592.068802 = -400648.348444 nChanged 1815 SP:Iteration 1F (9346.099260 sec): 3 clusters Score: Raw -403256.839596 + Penalty 1592.068802 = -401664.770794 nChanged 288 SP:Iteration 2F (9346.144180 sec): 3 clusters Score: Raw -403421.139924 + Penalty 1592.068802 = -401829.071122 nChanged 229 SP:Iteration 3F (9346.197561 sec): 3 clusters Score: Raw -403548.789056 + Penalty 1592.068802 = -401956.720254 nChanged 220 SP:Iteration 4F (9346.243423 sec): 3 clusters Score: Raw -403698.316450 + Penalty 1592.068802 = -402106.247648 nChanged 203 SP:Iteration 5Q (9346.296804 sec): 3 clusters Score: Raw -403846.650282 + Penalty 1592.068802 = -402254.581480 nChanged 221 SP:Iteration 6F (9346.348796 sec): 3 clusters Score: Raw -404010.773785 + Penalty 1592.068802 = -402418.704983 nChanged 200 SP:Iteration 7Q (9346.396940 sec): 3 clusters Score: Raw -404165.645742 + Penalty 1592.068802 = -402573.576940 nChanged 177 SP:Iteration 8Q (9346.448864 sec): 3 clusters Score: Raw -404312.121016 + Penalty 1592.068802 = -402720.052214 nChanged 144 SP:Iteration 9Q (9346.510394 sec): 3 clusters Score: Raw -404441.706845 + Penalty 1592.068802 = -402849.638043 nChanged 113 SP:Iteration 10Q (9346.562223 sec): 3 clusters Score: Raw -404532.822073 + Penalty 1592.068802 = -402940.753271 nChanged 93 SP:Iteration 11Q (9346.616705 sec): 3 clusters Score: Raw -404602.715480 + Penalty 1592.068802 = -403010.646678 nChanged 70 SP:Iteration 12Q (9346.658309 sec): 3 clusters Score: Raw -404669.911192 + Penalty 1592.068802 = -403077.842390 nChanged 60 SP:Iteration 13Q (9346.722790 sec): 3 clusters Score: Raw -404727.503360 + Penalty 1592.068802 = -403135.434558 nChanged 34 SP:Iteration 14Q (9346.775214 sec): 3 clusters Score: Raw -404762.008801 + Penalty 1592.068802 = -403169.939999 nChanged 25 SP:Iteration 15Q (9346.828409 sec): 3 clusters Score: Raw -404779.815764 + Penalty 1592.068802 = -403187.746962 nChanged 14 SP:Iteration 16Q (9346.873442 sec): 3 clusters Score: Raw -404790.610919 + Penalty 1592.068802 = -403198.542117 nChanged 16 SP:Iteration 17Q (9346.915974 sec): 3 clusters Score: Raw -404803.226281 + Penalty 1592.068802 = -403211.157479 nChanged 11 SP:Iteration 18Q (9346.966797 sec): 3 clusters Score: Raw -404812.935338 + Penalty 1592.068802 = -403220.866536 nChanged 8 SP:Iteration 19Q (9347.030703 sec): 3 clusters Score: Raw -404817.911585 + Penalty 1592.068802 = -403225.842783 nChanged 9 SP:Iteration 20F (9347.071763 sec): 3 clusters Score: Raw -404825.906389 + Penalty 1592.068802 = -403233.837587 nChanged 10 SP:Iteration 21Q (9347.113641 sec): 3 clusters Score: Raw -404834.738462 + Penalty 1592.068802 = -403242.669660 nChanged 5 SP:Iteration 22Q (9347.167504 sec): 3 clusters Score: Raw -404839.441558 + Penalty 1592.068802 = -403247.372756 nChanged 5 SP:Iteration 23Q (9347.205104 sec): 3 clusters Score: Raw -404843.575700 + Penalty 1592.068802 = -403251.506898 nChanged 6 SP:Iteration 24Q (9347.251985 sec): 3 clusters Score: Raw -404848.423729 + Penalty 1592.068802 = -403256.354927 nChanged 4 SP:Iteration 25Q (9347.312687 sec): 3 clusters Score: Raw -404851.517797 + Penalty 1592.068802 = -403259.448995 nChanged 2 SP:Iteration 26Q (9347.350883 sec): 3 clusters Score: Raw -404853.602483 + Penalty 1592.068802 = -403261.533681 nChanged 2 SP:Iteration 27Q (9347.376207 sec): 3 clusters Score: Raw -404854.048539 + Penalty 1592.068802 = -403261.979737 nChanged 0 SP:Iteration 28F (9347.391805 sec): 3 clusters Score: Raw -404854.048539 + Penalty 1592.068802 = -403261.979737 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9347.410994 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9347.462147 sec): 3 clusters Score: Raw -72106.023933 + Penalty 1277.299661 = -70828.724272 nChanged 298 SP:Iteration 1F (9347.496371 sec): 3 clusters Score: Raw -72348.968315 + Penalty 1277.299661 = -71071.668654 nChanged 68 SP:Iteration 2F (9347.552348 sec): 3 clusters Score: Raw -72404.464223 + Penalty 1277.299661 = -71127.164562 nChanged 29 SP:Iteration 3Q (9347.588567 sec): 3 clusters Score: Raw -72427.586258 + Penalty 1277.299661 = -71150.286597 nChanged 17 SP:Iteration 4Q (9347.627802 sec): 3 clusters Score: Raw -72439.183100 + Penalty 1277.299661 = -71161.883439 nChanged 11 SP:Iteration 5Q (9347.680341 sec): 3 clusters Score: Raw -72454.428378 + Penalty 1277.299661 = -71177.128717 nChanged 19 SP:Iteration 6Q (9347.724487 sec): 3 clusters Score: Raw -72477.037159 + Penalty 1277.299661 = -71199.737498 nChanged 20 SP:Iteration 7Q (9347.763386 sec): 3 clusters Score: Raw -72491.889347 + Penalty 1277.299661 = -71214.589686 nChanged 15 SP:Iteration 8Q (9347.821024 sec): 3 clusters Score: Raw -72503.746757 + Penalty 1277.299661 = -71226.447096 nChanged 15 SP:Iteration 9Q (9347.849756 sec): 3 clusters Score: Raw -72517.875536 + Penalty 1277.299661 = -71240.575875 nChanged 12 SP:Iteration 10Q (9347.889598 sec): 3 clusters Score: Raw -72525.108024 + Penalty 1277.299661 = -71247.808363 nChanged 8 SP:Iteration 11Q (9347.925762 sec): 3 clusters Score: Raw -72530.930053 + Penalty 1277.299661 = -71253.630392 nChanged 7 SP:Iteration 12Q (9347.969270 sec): 3 clusters Score: Raw -72535.860624 + Penalty 1277.299661 = -71258.560963 nChanged 9 SP:Iteration 13Q (9348.010246 sec): 3 clusters Score: Raw -72544.492638 + Penalty 1277.299661 = -71267.192977 nChanged 8 SP:Iteration 14Q (9348.052827 sec): 3 clusters Score: Raw -72552.223548 + Penalty 1277.299661 = -71274.923887 nChanged 6 SP:Iteration 15Q (9348.095667 sec): 3 clusters Score: Raw -72558.944429 + Penalty 1277.299661 = -71281.644768 nChanged 8 SP:Iteration 16Q (9348.148577 sec): 3 clusters Score: Raw -72563.946805 + Penalty 1277.299661 = -71286.647144 nChanged 2 SP:Iteration 17Q (9348.171839 sec): 3 clusters Score: Raw -72565.545703 + Penalty 1277.299661 = -71288.246042 nChanged 2 SP:Iteration 18Q (9348.215281 sec): 3 clusters Score: Raw -72566.583182 + Penalty 1277.299661 = -71289.283521 nChanged 5 SP:Iteration 19Q (9348.258290 sec): 3 clusters Score: Raw -72569.738171 + Penalty 1277.299661 = -71292.438510 nChanged 8 SP:Iteration 20F (9348.295887 sec): 3 clusters Score: Raw -72575.542156 + Penalty 1277.299661 = -71298.242495 nChanged 4 SP:Iteration 21Q (9348.345377 sec): 3 clusters Score: Raw -72578.915599 + Penalty 1277.299661 = -71301.615938 nChanged 4 SP:Iteration 22Q (9348.391835 sec): 3 clusters Score: Raw -72582.019221 + Penalty 1277.299661 = -71304.719560 nChanged 3 SP:Iteration 23Q (9348.441432 sec): 3 clusters Score: Raw -72586.266017 + Penalty 1277.299661 = -71308.966356 nChanged 7 SP:Iteration 24Q (9348.488269 sec): 3 clusters Score: Raw -72596.447385 + Penalty 1277.299661 = -71319.147724 nChanged 7 SP:Iteration 25Q (9348.538407 sec): 3 clusters Score: Raw -72606.575921 + Penalty 1277.299661 = -71329.276260 nChanged 10 SP:Iteration 26Q (9348.588397 sec): 3 clusters Score: Raw -72614.274276 + Penalty 1277.299661 = -71336.974615 nChanged 10 SP:Iteration 27Q (9348.634735 sec): 3 clusters Score: Raw -72619.440178 + Penalty 1277.299661 = -71342.140517 nChanged 7 SP:Iteration 28Q (9348.688820 sec): 3 clusters Score: Raw -72623.703220 + Penalty 1277.299661 = -71346.403559 nChanged 6 SP:Iteration 29Q (9348.737964 sec): 3 clusters Score: Raw -72626.433365 + Penalty 1277.299661 = -71349.133704 nChanged 1 SP:Iteration 30Q (9348.782245 sec): 3 clusters Score: Raw -72626.603477 + Penalty 1277.299661 = -71349.303816 nChanged 2 SP:Iteration 31Q (9348.820176 sec): 3 clusters Score: Raw -72628.797517 + Penalty 1277.299661 = -71351.497856 nChanged 4 SP:Iteration 32Q (9348.869271 sec): 3 clusters Score: Raw -72630.788050 + Penalty 1277.299661 = -71353.488389 nChanged 5 SP:Iteration 33Q (9348.919639 sec): 3 clusters Score: Raw -72633.594214 + Penalty 1277.299661 = -71356.294553 nChanged 2 SP:Iteration 34Q (9348.970224 sec): 3 clusters Score: Raw -72634.569951 + Penalty 1277.299661 = -71357.270290 nChanged 0 SP:Iteration 35F (9349.021521 sec): 3 clusters Score: Raw -72634.569951 + Penalty 1277.299661 = -71357.270290 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9349.072201 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9349.145704 sec): 3 clusters Score: Raw -1882364.515348 + Penalty 1878.385535 = -1880486.129813 nChanged 9223 SP:Iteration 1F (9349.217054 sec): 3 clusters Score: Raw -1887712.546740 + Penalty 1878.385535 = -1885834.161204 nChanged 1083 SP:Iteration 2F (9349.283431 sec): 3 clusters Score: Raw -1888287.915644 + Penalty 1878.385535 = -1886409.530108 nChanged 1169 SP:Iteration 3F (9349.349715 sec): 3 clusters Score: Raw -1889004.550071 + Penalty 1878.385535 = -1887126.164536 nChanged 1221 SP:Iteration 4F (9349.415630 sec): 3 clusters Score: Raw -1889860.746844 + Penalty 1878.385535 = -1887982.361309 nChanged 1356 SP:Iteration 5F (9349.482160 sec): 3 clusters Score: Raw -1890834.947063 + Penalty 1878.385535 = -1888956.561528 nChanged 1380 SP:Iteration 6F (9349.548082 sec): 3 clusters Score: Raw -1891904.284355 + Penalty 1878.385535 = -1890025.898820 nChanged 1212 SP:Iteration 7F (9349.614188 sec): 3 clusters Score: Raw -1892769.799198 + Penalty 1878.385535 = -1890891.413663 nChanged 896 SP:Iteration 8Q (9349.680339 sec): 3 clusters Score: Raw -1893299.228375 + Penalty 1878.385535 = -1891420.842840 nChanged 638 SP:Iteration 9Q (9349.746391 sec): 3 clusters Score: Raw -1893631.022025 + Penalty 1878.385535 = -1891752.636490 nChanged 496 SP:Iteration 10Q (9349.813199 sec): 3 clusters Score: Raw -1893855.689261 + Penalty 1878.385535 = -1891977.303726 nChanged 381 SP:Iteration 11Q (9349.880186 sec): 3 clusters Score: Raw -1894008.090358 + Penalty 1878.385535 = -1892129.704823 nChanged 309 SP:Iteration 12Q (9349.946188 sec): 3 clusters Score: Raw -1894125.894755 + Penalty 1878.385535 = -1892247.509220 nChanged 254 SP:Iteration 13Q (9350.011889 sec): 3 clusters Score: Raw -1894218.956122 + Penalty 1878.385535 = -1892340.570587 nChanged 220 SP:Iteration 14Q (9350.084028 sec): 3 clusters Score: Raw -1894305.854537 + Penalty 1878.385535 = -1892427.469002 nChanged 214 SP:Iteration 15Q (9350.143952 sec): 3 clusters Score: Raw -1894386.437457 + Penalty 1878.385535 = -1892508.051921 nChanged 200 SP:Iteration 16Q (9350.215115 sec): 3 clusters Score: Raw -1894450.586578 + Penalty 1878.385535 = -1892572.201043 nChanged 165 SP:Iteration 17Q (9350.286901 sec): 3 clusters Score: Raw -1894507.978495 + Penalty 1878.385535 = -1892629.592959 nChanged 175 SP:Iteration 18Q (9350.365555 sec): 3 clusters Score: Raw -1894566.115614 + Penalty 1878.385535 = -1892687.730079 nChanged 164 SP:Iteration 19Q (9350.426939 sec): 3 clusters Score: Raw -1894614.023256 + Penalty 1878.385535 = -1892735.637720 nChanged 143 SP:Iteration 20F (9350.498572 sec): 3 clusters Score: Raw -1894657.246816 + Penalty 1878.385535 = -1892778.861281 nChanged 138 SP:Iteration 21Q (9350.563178 sec): 3 clusters Score: Raw -1894699.799035 + Penalty 1878.385535 = -1892821.413500 nChanged 114 SP:Iteration 22Q (9350.629801 sec): 3 clusters Score: Raw -1894732.399822 + Penalty 1878.385535 = -1892854.014287 nChanged 113 SP:Iteration 23Q (9350.699323 sec): 3 clusters Score: Raw -1894762.303721 + Penalty 1878.385535 = -1892883.918186 nChanged 115 SP:Iteration 24Q (9350.764557 sec): 3 clusters Score: Raw -1894792.486973 + Penalty 1878.385535 = -1892914.101438 nChanged 108 SP:Iteration 25Q (9350.835941 sec): 3 clusters Score: Raw -1894819.592032 + Penalty 1878.385535 = -1892941.206496 nChanged 94 SP:Iteration 26Q (9350.906208 sec): 3 clusters Score: Raw -1894840.720958 + Penalty 1878.385535 = -1892962.335423 nChanged 79 SP:Iteration 27Q (9350.984357 sec): 3 clusters Score: Raw -1894855.264301 + Penalty 1878.385535 = -1892976.878766 nChanged 68 SP:Iteration 28Q (9351.051537 sec): 3 clusters Score: Raw -1894869.043677 + Penalty 1878.385535 = -1892990.658142 nChanged 68 SP:Iteration 29Q (9351.122614 sec): 3 clusters Score: Raw -1894882.231455 + Penalty 1878.385535 = -1893003.845920 nChanged 67 SP:Iteration 30Q (9351.193852 sec): 3 clusters Score: Raw -1894893.384225 + Penalty 1878.385535 = -1893014.998690 nChanged 61 SP:Iteration 31Q (9351.265342 sec): 3 clusters Score: Raw -1894904.496941 + Penalty 1878.385535 = -1893026.111406 nChanged 64 SP:Iteration 32Q (9351.327585 sec): 3 clusters Score: Raw -1894915.948286 + Penalty 1878.385535 = -1893037.562751 nChanged 58 SP:Iteration 33Q (9351.400104 sec): 3 clusters Score: Raw -1894928.270019 + Penalty 1878.385535 = -1893049.884484 nChanged 59 SP:Iteration 34Q (9351.466873 sec): 3 clusters Score: Raw -1894940.030396 + Penalty 1878.385535 = -1893061.644861 nChanged 60 SP:Iteration 35Q (9351.538214 sec): 3 clusters Score: Raw -1894952.503837 + Penalty 1878.385535 = -1893074.118302 nChanged 53 SP:Iteration 36Q (9351.598786 sec): 3 clusters Score: Raw -1894962.867865 + Penalty 1878.385535 = -1893084.482330 nChanged 46 SP:Iteration 37Q (9351.672817 sec): 3 clusters Score: Raw -1894970.580880 + Penalty 1878.385535 = -1893092.195344 nChanged 40 SP:Iteration 38Q (9351.738188 sec): 3 clusters Score: Raw -1894977.594985 + Penalty 1878.385535 = -1893099.209450 nChanged 40 SP:Iteration 39Q (9351.800108 sec): 3 clusters Score: Raw -1894986.188155 + Penalty 1878.385535 = -1893107.802619 nChanged 39 SP:Iteration 40F (9351.873818 sec): 3 clusters Score: Raw -1894994.638632 + Penalty 1878.385535 = -1893116.253097 nChanged 38 SP:Iteration 41Q (9351.946236 sec): 3 clusters Score: Raw -1895001.730533 + Penalty 1878.385535 = -1893123.344998 nChanged 35 SP:Iteration 42Q (9352.015318 sec): 3 clusters Score: Raw -1895009.212191 + Penalty 1878.385535 = -1893130.826656 nChanged 38 SP:Iteration 43Q (9352.083885 sec): 3 clusters Score: Raw -1895015.558146 + Penalty 1878.385535 = -1893137.172611 nChanged 22 SP:Iteration 44Q (9352.157398 sec): 3 clusters Score: Raw -1895018.498713 + Penalty 1878.385535 = -1893140.113178 nChanged 24 SP:Iteration 45Q (9352.224637 sec): 3 clusters Score: Raw -1895021.516638 + Penalty 1878.385535 = -1893143.131103 nChanged 18 SP:Iteration 46Q (9352.294498 sec): 3 clusters Score: Raw -1895024.309456 + Penalty 1878.385535 = -1893145.923921 nChanged 24 SP:Iteration 47Q (9352.364009 sec): 3 clusters Score: Raw -1895027.961337 + Penalty 1878.385535 = -1893149.575801 nChanged 20 SP:Iteration 48Q (9352.432971 sec): 3 clusters Score: Raw -1895031.142998 + Penalty 1878.385535 = -1893152.757463 nChanged 23 SP:Iteration 49Q (9352.498833 sec): 3 clusters Score: Raw -1895034.881596 + Penalty 1878.385535 = -1893156.496061 nChanged 21 SP:Iteration 50Q (9352.561106 sec): 3 clusters Score: Raw -1895037.721570 + Penalty 1878.385535 = -1893159.336035 nChanged 17 SP:Iteration 51Q (9352.634017 sec): 3 clusters Score: Raw -1895038.842573 + Penalty 1878.385535 = -1893160.457038 nChanged 8 SP:Iteration 52Q (9352.689511 sec): 3 clusters Score: Raw -1895039.447214 + Penalty 1878.385535 = -1893161.061678 nChanged 6 SP:Iteration 53Q (9352.764272 sec): 3 clusters Score: Raw -1895039.964947 + Penalty 1878.385535 = -1893161.579412 nChanged 4 SP:Iteration 54Q (9352.822749 sec): 3 clusters Score: Raw -1895040.263512 + Penalty 1878.385535 = -1893161.877977 nChanged 3 SP:Iteration 55Q (9352.897788 sec): 3 clusters Score: Raw -1895040.629570 + Penalty 1878.385535 = -1893162.244035 nChanged 4 SP:Iteration 56Q (9352.965882 sec): 3 clusters Score: Raw -1895041.093096 + Penalty 1878.385535 = -1893162.707560 nChanged 8 SP:Iteration 57Q (9353.038363 sec): 3 clusters Score: Raw -1895041.564518 + Penalty 1878.385535 = -1893163.178982 nChanged 5 SP:Iteration 58Q (9353.108869 sec): 3 clusters Score: Raw -1895041.785737 + Penalty 1878.385535 = -1893163.400202 nChanged 5 SP:Iteration 59Q (9353.179188 sec): 3 clusters Score: Raw -1895042.132909 + Penalty 1878.385535 = -1893163.747374 nChanged 3 SP:Iteration 60F (9353.251745 sec): 3 clusters Score: Raw -1895042.376596 + Penalty 1878.385535 = -1893163.991061 nChanged 3 SP:Iteration 61Q (9353.315683 sec): 3 clusters Score: Raw -1895042.546757 + Penalty 1878.385535 = -1893164.161222 nChanged 4 SP:Iteration 62Q (9353.382687 sec): 3 clusters Score: Raw -1895042.723104 + Penalty 1878.385535 = -1893164.337569 nChanged 2 SP:Iteration 63Q (9353.446505 sec): 3 clusters Score: Raw -1895042.836571 + Penalty 1878.385535 = -1893164.451036 nChanged 3 SP:Iteration 64Q (9353.513248 sec): 3 clusters Score: Raw -1895043.041998 + Penalty 1878.385535 = -1893164.656462 nChanged 2 SP:Iteration 65Q (9353.579340 sec): 3 clusters Score: Raw -1895043.096269 + Penalty 1878.385535 = -1893164.710734 nChanged 1 SP:Iteration 66Q (9353.639380 sec): 3 clusters Score: Raw -1895043.132204 + Penalty 1878.385535 = -1893164.746668 nChanged 1 SP:Iteration 67Q (9353.711964 sec): 3 clusters Score: Raw -1895043.198921 + Penalty 1878.385535 = -1893164.813386 nChanged 0 SP:Iteration 68F (9353.783482 sec): 3 clusters Score: Raw -1895043.198921 + Penalty 1878.385535 = -1893164.813386 nChanged 0 Trying to split cluster 30 (12354 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9353.821536 sec): 2 clusters Score: Raw -1166325.565859 + Penalty 895.064842 = -1165430.501018 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9353.887188 sec): 3 clusters Score: Raw -1158856.085569 + Penalty 1790.129683 = -1157065.955885 nChanged 5620 SP:Iteration 1F (9353.943374 sec): 3 clusters Score: Raw -1162225.605829 + Penalty 1790.129683 = -1160435.476145 nChanged 827 SP:Iteration 2F (9354.007150 sec): 3 clusters Score: Raw -1162763.980774 + Penalty 1790.129683 = -1160973.851091 nChanged 874 SP:Iteration 3F (9354.070255 sec): 3 clusters Score: Raw -1163418.567365 + Penalty 1790.129683 = -1161628.437681 nChanged 885 SP:Iteration 4F (9354.133096 sec): 3 clusters Score: Raw -1164145.837317 + Penalty 1790.129683 = -1162355.707634 nChanged 775 SP:Iteration 5F (9354.196053 sec): 3 clusters Score: Raw -1164771.879075 + Penalty 1790.129683 = -1162981.749391 nChanged 588 SP:Iteration 6Q (9354.261296 sec): 3 clusters Score: Raw -1165200.292867 + Penalty 1790.129683 = -1163410.163183 nChanged 465 SP:Iteration 7Q (9354.291140 sec): 3 clusters Score: Raw -1165523.928270 + Penalty 1790.129683 = -1163733.798586 nChanged 312 SP:Iteration 8Q (9354.318283 sec): 3 clusters Score: Raw -1165708.118827 + Penalty 1790.129683 = -1163917.989143 nChanged 238 SP:Iteration 9Q (9354.359783 sec): 3 clusters Score: Raw -1165837.044072 + Penalty 1790.129683 = -1164046.914389 nChanged 205 SP:Iteration 10Q (9354.384935 sec): 3 clusters Score: Raw -1165952.481962 + Penalty 1790.129683 = -1164162.352279 nChanged 173 SP:Iteration 11Q (9354.411678 sec): 3 clusters Score: Raw -1166039.967883 + Penalty 1790.129683 = -1164249.838200 nChanged 153 SP:Iteration 12Q (9354.438442 sec): 3 clusters Score: Raw -1166105.156258 + Penalty 1790.129683 = -1164315.026575 nChanged 131 SP:Iteration 13Q (9354.464703 sec): 3 clusters Score: Raw -1166156.139768 + Penalty 1790.129683 = -1164366.010084 nChanged 106 SP:Iteration 14Q (9354.490989 sec): 3 clusters Score: Raw -1166193.439258 + Penalty 1790.129683 = -1164403.309575 nChanged 91 SP:Iteration 15Q (9354.516900 sec): 3 clusters Score: Raw -1166224.117542 + Penalty 1790.129683 = -1164433.987858 nChanged 73 SP:Iteration 16Q (9354.542798 sec): 3 clusters Score: Raw -1166245.488914 + Penalty 1790.129683 = -1164455.359231 nChanged 70 SP:Iteration 17Q (9354.569064 sec): 3 clusters Score: Raw -1166266.383235 + Penalty 1790.129683 = -1164476.253551 nChanged 58 SP:Iteration 18Q (9354.595028 sec): 3 clusters Score: Raw -1166281.195224 + Penalty 1790.129683 = -1164491.065540 nChanged 50 SP:Iteration 19Q (9354.620690 sec): 3 clusters Score: Raw -1166292.367953 + Penalty 1790.129683 = -1164502.238270 nChanged 54 SP:Iteration 20F (9354.648979 sec): 3 clusters Score: Raw -1166305.662844 + Penalty 1790.129683 = -1164515.533160 nChanged 59 SP:Iteration 21Q (9354.719278 sec): 3 clusters Score: Raw -1166320.642838 + Penalty 1790.129683 = -1164530.513155 nChanged 58 SP:Iteration 22Q (9354.773980 sec): 3 clusters Score: Raw -1166336.251516 + Penalty 1790.129683 = -1164546.121832 nChanged 42 SP:Iteration 23Q (9354.841602 sec): 3 clusters Score: Raw -1166345.587376 + Penalty 1790.129683 = -1164555.457692 nChanged 43 SP:Iteration 24Q (9354.894871 sec): 3 clusters Score: Raw -1166355.845931 + Penalty 1790.129683 = -1164565.716248 nChanged 29 SP:Iteration 25Q (9354.958617 sec): 3 clusters Score: Raw -1166361.313472 + Penalty 1790.129683 = -1164571.183788 nChanged 23 SP:Iteration 26Q (9355.030993 sec): 3 clusters Score: Raw -1166365.593979 + Penalty 1790.129683 = -1164575.464296 nChanged 28 SP:Iteration 27Q (9355.086170 sec): 3 clusters Score: Raw -1166371.911859 + Penalty 1790.129683 = -1164581.782176 nChanged 24 SP:Iteration 28Q (9355.145051 sec): 3 clusters Score: Raw -1166376.482839 + Penalty 1790.129683 = -1164586.353155 nChanged 26 SP:Iteration 29Q (9355.214820 sec): 3 clusters Score: Raw -1166381.579327 + Penalty 1790.129683 = -1164591.449644 nChanged 22 SP:Iteration 30Q (9355.274817 sec): 3 clusters Score: Raw -1166385.056859 + Penalty 1790.129683 = -1164594.927175 nChanged 16 SP:Iteration 31Q (9355.333051 sec): 3 clusters Score: Raw -1166388.133329 + Penalty 1790.129683 = -1164598.003645 nChanged 15 SP:Iteration 32Q (9355.394040 sec): 3 clusters Score: Raw -1166391.402992 + Penalty 1790.129683 = -1164601.273308 nChanged 19 SP:Iteration 33Q (9355.448894 sec): 3 clusters Score: Raw -1166394.385333 + Penalty 1790.129683 = -1164604.255649 nChanged 19 SP:Iteration 34Q (9355.494017 sec): 3 clusters Score: Raw -1166396.983703 + Penalty 1790.129683 = -1164606.854020 nChanged 12 SP:Iteration 35Q (9355.546576 sec): 3 clusters Score: Raw -1166398.369714 + Penalty 1790.129683 = -1164608.240031 nChanged 10 SP:Iteration 36Q (9355.617028 sec): 3 clusters Score: Raw -1166400.234856 + Penalty 1790.129683 = -1164610.105172 nChanged 19 SP:Iteration 37Q (9355.676729 sec): 3 clusters Score: Raw -1166402.587655 + Penalty 1790.129683 = -1164612.457971 nChanged 12 SP:Iteration 38Q (9355.732938 sec): 3 clusters Score: Raw -1166403.943114 + Penalty 1790.129683 = -1164613.813431 nChanged 11 SP:Iteration 39Q (9355.789737 sec): 3 clusters Score: Raw -1166405.205044 + Penalty 1790.129683 = -1164615.075360 nChanged 6 SP:Iteration 40F (9355.853832 sec): 3 clusters Score: Raw -1166405.665836 + Penalty 1790.129683 = -1164615.536153 nChanged 5 SP:Iteration 41Q (9355.908060 sec): 3 clusters Score: Raw -1166406.219177 + Penalty 1790.129683 = -1164616.089493 nChanged 5 SP:Iteration 42Q (9355.965548 sec): 3 clusters Score: Raw -1166406.798597 + Penalty 1790.129683 = -1164616.668914 nChanged 8 SP:Iteration 43Q (9356.031784 sec): 3 clusters Score: Raw -1166407.616316 + Penalty 1790.129683 = -1164617.486633 nChanged 7 SP:Iteration 44Q (9356.080235 sec): 3 clusters Score: Raw -1166408.534129 + Penalty 1790.129683 = -1164618.404445 nChanged 3 SP:Iteration 45Q (9356.143248 sec): 3 clusters Score: Raw -1166408.763187 + Penalty 1790.129683 = -1164618.633503 nChanged 1 SP:Iteration 46Q (9356.193005 sec): 3 clusters Score: Raw -1166408.925342 + Penalty 1790.129683 = -1164618.795659 nChanged 5 SP:Iteration 47Q (9356.243543 sec): 3 clusters Score: Raw -1166410.201921 + Penalty 1790.129683 = -1164620.072237 nChanged 3 SP:Iteration 48Q (9356.306527 sec): 3 clusters Score: Raw -1166410.531058 + Penalty 1790.129683 = -1164620.401375 nChanged 3 SP:Iteration 49Q (9356.368525 sec): 3 clusters Score: Raw -1166410.987842 + Penalty 1790.129683 = -1164620.858158 nChanged 6 SP:Iteration 50Q (9356.431403 sec): 3 clusters Score: Raw -1166412.031469 + Penalty 1790.129683 = -1164621.901786 nChanged 6 SP:Iteration 51Q (9356.484622 sec): 3 clusters Score: Raw -1166412.905525 + Penalty 1790.129683 = -1164622.775842 nChanged 9 SP:Iteration 52Q (9356.544928 sec): 3 clusters Score: Raw -1166413.931631 + Penalty 1790.129683 = -1164623.801947 nChanged 5 SP:Iteration 53Q (9356.569751 sec): 3 clusters Score: Raw -1166414.381138 + Penalty 1790.129683 = -1164624.251454 nChanged 2 SP:Iteration 54Q (9356.639362 sec): 3 clusters Score: Raw -1166414.631324 + Penalty 1790.129683 = -1164624.501640 nChanged 3 SP:Iteration 55Q (9356.691093 sec): 3 clusters Score: Raw -1166414.932082 + Penalty 1790.129683 = -1164624.802398 nChanged 2 SP:Iteration 56Q (9356.747936 sec): 3 clusters Score: Raw -1166415.044825 + Penalty 1790.129683 = -1164624.915141 nChanged 0 SP:Iteration 57F (9356.803798 sec): 3 clusters Score: Raw -1166415.044825 + Penalty 1790.129683 = -1164624.915141 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9356.847206 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9356.896550 sec): 3 clusters Score: Raw -845113.616869 + Penalty 1734.431695 = -843379.185174 nChanged 4129 SP:Iteration 1F (9356.955723 sec): 3 clusters Score: Raw -847338.429163 + Penalty 1734.431695 = -845603.997468 nChanged 516 SP:Iteration 2F (9357.014845 sec): 3 clusters Score: Raw -847554.573650 + Penalty 1734.431695 = -845820.141954 nChanged 475 SP:Iteration 3F (9357.069385 sec): 3 clusters Score: Raw -847772.633654 + Penalty 1734.431695 = -846038.201958 nChanged 479 SP:Iteration 4F (9357.128954 sec): 3 clusters Score: Raw -848017.151627 + Penalty 1734.431695 = -846282.719932 nChanged 452 SP:Iteration 5Q (9357.198815 sec): 3 clusters Score: Raw -848247.638427 + Penalty 1734.431695 = -846513.206731 nChanged 449 SP:Iteration 6Q (9357.248587 sec): 3 clusters Score: Raw -848483.219505 + Penalty 1734.431695 = -846748.787810 nChanged 407 SP:Iteration 7Q (9357.317642 sec): 3 clusters Score: Raw -848707.507983 + Penalty 1734.431695 = -846973.076287 nChanged 415 SP:Iteration 8Q (9357.368496 sec): 3 clusters Score: Raw -848976.129345 + Penalty 1734.431695 = -847241.697649 nChanged 397 SP:Iteration 9Q (9357.427076 sec): 3 clusters Score: Raw -849242.759300 + Penalty 1734.431695 = -847508.327605 nChanged 365 SP:Iteration 10Q (9357.488237 sec): 3 clusters Score: Raw -849445.390761 + Penalty 1734.431695 = -847710.959066 nChanged 311 SP:Iteration 11Q (9357.538744 sec): 3 clusters Score: Raw -849600.589503 + Penalty 1734.431695 = -847866.157808 nChanged 252 SP:Iteration 12Q (9357.596772 sec): 3 clusters Score: Raw -849706.598780 + Penalty 1734.431695 = -847972.167084 nChanged 177 SP:Iteration 13Q (9357.656696 sec): 3 clusters Score: Raw -849768.089672 + Penalty 1734.431695 = -848033.657976 nChanged 138 SP:Iteration 14Q (9357.720898 sec): 3 clusters Score: Raw -849810.391330 + Penalty 1734.431695 = -848075.959634 nChanged 131 SP:Iteration 15Q (9357.789721 sec): 3 clusters Score: Raw -849851.784872 + Penalty 1734.431695 = -848117.353177 nChanged 124 SP:Iteration 16Q (9357.828430 sec): 3 clusters Score: Raw -849891.395014 + Penalty 1734.431695 = -848156.963319 nChanged 113 SP:Iteration 17Q (9357.879915 sec): 3 clusters Score: Raw -849927.541223 + Penalty 1734.431695 = -848193.109527 nChanged 125 SP:Iteration 18Q (9357.921839 sec): 3 clusters Score: Raw -849965.576722 + Penalty 1734.431695 = -848231.145026 nChanged 119 SP:Iteration 19Q (9357.980769 sec): 3 clusters Score: Raw -850004.098826 + Penalty 1734.431695 = -848269.667131 nChanged 109 SP:Iteration 20F (9358.039973 sec): 3 clusters Score: Raw -850034.319914 + Penalty 1734.431695 = -848299.888218 nChanged 86 SP:Iteration 21Q (9358.078527 sec): 3 clusters Score: Raw -850056.872663 + Penalty 1734.431695 = -848322.440968 nChanged 78 SP:Iteration 22Q (9358.129626 sec): 3 clusters Score: Raw -850078.966052 + Penalty 1734.431695 = -848344.534356 nChanged 85 SP:Iteration 23Q (9358.185351 sec): 3 clusters Score: Raw -850106.589830 + Penalty 1734.431695 = -848372.158134 nChanged 94 SP:Iteration 24Q (9358.249357 sec): 3 clusters Score: Raw -850138.276300 + Penalty 1734.431695 = -848403.844605 nChanged 102 SP:Iteration 25Q (9358.293963 sec): 3 clusters Score: Raw -850174.350595 + Penalty 1734.431695 = -848439.918900 nChanged 82 SP:Iteration 26Q (9358.345627 sec): 3 clusters Score: Raw -850200.913505 + Penalty 1734.431695 = -848466.481810 nChanged 77 SP:Iteration 27Q (9358.395663 sec): 3 clusters Score: Raw -850226.011573 + Penalty 1734.431695 = -848491.579878 nChanged 68 SP:Iteration 28Q (9358.453438 sec): 3 clusters Score: Raw -850248.914642 + Penalty 1734.431695 = -848514.482947 nChanged 61 SP:Iteration 29Q (9358.499909 sec): 3 clusters Score: Raw -850276.225768 + Penalty 1734.431695 = -848541.794073 nChanged 78 SP:Iteration 30Q (9358.546804 sec): 3 clusters Score: Raw -850318.501638 + Penalty 1734.431695 = -848584.069943 nChanged 73 SP:Iteration 31Q (9358.615499 sec): 3 clusters Score: Raw -850352.454110 + Penalty 1734.431695 = -848618.022415 nChanged 66 SP:Iteration 32Q (9358.661845 sec): 3 clusters Score: Raw -850384.977123 + Penalty 1734.431695 = -848650.545427 nChanged 65 SP:Iteration 33Q (9358.719963 sec): 3 clusters Score: Raw -850415.960115 + Penalty 1734.431695 = -848681.528419 nChanged 57 SP:Iteration 34Q (9358.777859 sec): 3 clusters Score: Raw -850445.414087 + Penalty 1734.431695 = -848710.982392 nChanged 57 SP:Iteration 35Q (9358.834934 sec): 3 clusters Score: Raw -850472.944083 + Penalty 1734.431695 = -848738.512388 nChanged 50 SP:Iteration 36Q (9358.892168 sec): 3 clusters Score: Raw -850499.461537 + Penalty 1734.431695 = -848765.029842 nChanged 52 SP:Iteration 37Q (9358.950033 sec): 3 clusters Score: Raw -850525.794064 + Penalty 1734.431695 = -848791.362369 nChanged 65 SP:Iteration 38Q (9359.018287 sec): 3 clusters Score: Raw -850559.582833 + Penalty 1734.431695 = -848825.151138 nChanged 59 SP:Iteration 39Q (9359.064292 sec): 3 clusters Score: Raw -850588.566563 + Penalty 1734.431695 = -848854.134867 nChanged 55 SP:Iteration 40F (9359.123179 sec): 3 clusters Score: Raw -850609.153988 + Penalty 1734.431695 = -848874.722293 nChanged 39 SP:Iteration 41Q (9359.179744 sec): 3 clusters Score: Raw -850627.506796 + Penalty 1734.431695 = -848893.075101 nChanged 39 SP:Iteration 42Q (9359.247927 sec): 3 clusters Score: Raw -850643.689428 + Penalty 1734.431695 = -848909.257732 nChanged 27 SP:Iteration 43Q (9359.289090 sec): 3 clusters Score: Raw -850651.554637 + Penalty 1734.431695 = -848917.122942 nChanged 18 SP:Iteration 44Q (9359.345664 sec): 3 clusters Score: Raw -850655.680864 + Penalty 1734.431695 = -848921.249169 nChanged 19 SP:Iteration 45Q (9359.402224 sec): 3 clusters Score: Raw -850663.754911 + Penalty 1734.431695 = -848929.323215 nChanged 28 SP:Iteration 46Q (9359.459067 sec): 3 clusters Score: Raw -850674.276995 + Penalty 1734.431695 = -848939.845300 nChanged 28 SP:Iteration 47Q (9359.510372 sec): 3 clusters Score: Raw -850683.204595 + Penalty 1734.431695 = -848948.772900 nChanged 16 SP:Iteration 48Q (9359.566978 sec): 3 clusters Score: Raw -850688.502062 + Penalty 1734.431695 = -848954.070367 nChanged 15 SP:Iteration 49Q (9359.623511 sec): 3 clusters Score: Raw -850693.330548 + Penalty 1734.431695 = -848958.898853 nChanged 7 SP:Iteration 50Q (9359.676878 sec): 3 clusters Score: Raw -850695.381991 + Penalty 1734.431695 = -848960.950295 nChanged 15 SP:Iteration 51Q (9359.734102 sec): 3 clusters Score: Raw -850700.925374 + Penalty 1734.431695 = -848966.493679 nChanged 10 SP:Iteration 52Q (9359.792075 sec): 3 clusters Score: Raw -850704.056900 + Penalty 1734.431695 = -848969.625205 nChanged 13 SP:Iteration 53Q (9359.850212 sec): 3 clusters Score: Raw -850708.363849 + Penalty 1734.431695 = -848973.932154 nChanged 13 SP:Iteration 54Q (9359.906215 sec): 3 clusters Score: Raw -850711.736528 + Penalty 1734.431695 = -848977.304833 nChanged 7 SP:Iteration 55Q (9359.954980 sec): 3 clusters Score: Raw -850713.474589 + Penalty 1734.431695 = -848979.042894 nChanged 8 SP:Iteration 56Q (9360.009754 sec): 3 clusters Score: Raw -850716.398597 + Penalty 1734.431695 = -848981.966902 nChanged 7 SP:Iteration 57Q (9360.064623 sec): 3 clusters Score: Raw -850718.149935 + Penalty 1734.431695 = -848983.718239 nChanged 5 SP:Iteration 58Q (9360.124323 sec): 3 clusters Score: Raw -850719.444909 + Penalty 1734.431695 = -848985.013214 nChanged 2 SP:Iteration 59Q (9360.175929 sec): 3 clusters Score: Raw -850719.850981 + Penalty 1734.431695 = -848985.419286 nChanged 0 SP:Iteration 60F (9360.209828 sec): 3 clusters Score: Raw -850719.850981 + Penalty 1734.431695 = -848985.419286 nChanged 0 Trying to split cluster 32 (2549 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9360.226605 sec): 2 clusters Score: Raw -246425.855759 + Penalty 745.128358 = -245680.727401 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9360.237151 sec): 3 clusters Score: Raw -245155.633024 + Penalty 1490.256717 = -243665.376307 nChanged 1019 SP:Iteration 1F (9360.246743 sec): 3 clusters Score: Raw -245697.302238 + Penalty 1490.256717 = -244207.045521 nChanged 165 SP:Iteration 2F (9360.256497 sec): 3 clusters Score: Raw -245784.931495 + Penalty 1490.256717 = -244294.674778 nChanged 132 SP:Iteration 3F (9360.266046 sec): 3 clusters Score: Raw -245847.729922 + Penalty 1490.256717 = -244357.473205 nChanged 93 SP:Iteration 4Q (9360.275677 sec): 3 clusters Score: Raw -245893.919564 + Penalty 1490.256717 = -244403.662847 nChanged 87 SP:Iteration 5Q (9360.285169 sec): 3 clusters Score: Raw -245945.824121 + Penalty 1490.256717 = -244455.567404 nChanged 102 SP:Iteration 6Q (9360.294719 sec): 3 clusters Score: Raw -245995.421875 + Penalty 1490.256717 = -244505.165159 nChanged 73 SP:Iteration 7Q (9360.306406 sec): 3 clusters Score: Raw -246025.608514 + Penalty 1490.256717 = -244535.351798 nChanged 70 SP:Iteration 8Q (9360.316322 sec): 3 clusters Score: Raw -246061.830039 + Penalty 1490.256717 = -244571.573323 nChanged 78 SP:Iteration 9Q (9360.325875 sec): 3 clusters Score: Raw -246100.796269 + Penalty 1490.256717 = -244610.539552 nChanged 72 SP:Iteration 10Q (9360.335320 sec): 3 clusters Score: Raw -246146.331026 + Penalty 1490.256717 = -244656.074309 nChanged 81 SP:Iteration 11Q (9360.344881 sec): 3 clusters Score: Raw -246197.727105 + Penalty 1490.256717 = -244707.470389 nChanged 80 SP:Iteration 12Q (9360.354563 sec): 3 clusters Score: Raw -246247.931578 + Penalty 1490.256717 = -244757.674862 nChanged 60 SP:Iteration 13Q (9360.363953 sec): 3 clusters Score: Raw -246287.875740 + Penalty 1490.256717 = -244797.619024 nChanged 51 SP:Iteration 14Q (9360.373508 sec): 3 clusters Score: Raw -246326.982970 + Penalty 1490.256717 = -244836.726253 nChanged 41 SP:Iteration 15Q (9360.383032 sec): 3 clusters Score: Raw -246369.782861 + Penalty 1490.256717 = -244879.526144 nChanged 31 SP:Iteration 16Q (9360.392571 sec): 3 clusters Score: Raw -246397.086258 + Penalty 1490.256717 = -244906.829541 nChanged 26 SP:Iteration 17Q (9360.402337 sec): 3 clusters Score: Raw -246419.797412 + Penalty 1490.256717 = -244929.540696 nChanged 25 SP:Iteration 18Q (9360.412078 sec): 3 clusters Score: Raw -246449.927337 + Penalty 1490.256717 = -244959.670620 nChanged 16 SP:Iteration 19Q (9360.421435 sec): 3 clusters Score: Raw -246470.834479 + Penalty 1490.256717 = -244980.577762 nChanged 16 SP:Iteration 20F (9360.430807 sec): 3 clusters Score: Raw -246488.715643 + Penalty 1490.256717 = -244998.458926 nChanged 14 SP:Iteration 21Q (9360.440074 sec): 3 clusters Score: Raw -246505.511169 + Penalty 1490.256717 = -245015.254452 nChanged 14 SP:Iteration 22Q (9360.449410 sec): 3 clusters Score: Raw -246518.007472 + Penalty 1490.256717 = -245027.750755 nChanged 7 SP:Iteration 23Q (9360.458700 sec): 3 clusters Score: Raw -246523.696966 + Penalty 1490.256717 = -245033.440249 nChanged 8 SP:Iteration 24Q (9360.467975 sec): 3 clusters Score: Raw -246532.622979 + Penalty 1490.256717 = -245042.366262 nChanged 3 SP:Iteration 25Q (9360.477149 sec): 3 clusters Score: Raw -246535.507672 + Penalty 1490.256717 = -245045.250955 nChanged 4 SP:Iteration 26Q (9360.486375 sec): 3 clusters Score: Raw -246539.159896 + Penalty 1490.256717 = -245048.903179 nChanged 2 SP:Iteration 27Q (9360.497185 sec): 3 clusters Score: Raw -246540.634172 + Penalty 1490.256717 = -245050.377455 nChanged 3 SP:Iteration 28Q (9360.506677 sec): 3 clusters Score: Raw -246543.547616 + Penalty 1490.256717 = -245053.290899 nChanged 3 SP:Iteration 29Q (9360.515682 sec): 3 clusters Score: Raw -246544.636422 + Penalty 1490.256717 = -245054.379705 nChanged 0 SP:Iteration 30F (9360.525191 sec): 3 clusters Score: Raw -246544.636422 + Penalty 1490.256717 = -245054.379705 nChanged 0 Trying to split cluster 33 (3340 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9360.562689 sec): 2 clusters Score: Raw -288690.834311 + Penalty 770.803978 = -287920.030333 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9360.607461 sec): 3 clusters Score: Raw -286926.318574 + Penalty 1541.607956 = -285384.710618 nChanged 1369 SP:Iteration 1F (9360.658856 sec): 3 clusters Score: Raw -287718.657304 + Penalty 1541.607956 = -286177.049347 nChanged 255 SP:Iteration 2F (9360.699072 sec): 3 clusters Score: Raw -287884.331663 + Penalty 1541.607956 = -286342.723707 nChanged 233 SP:Iteration 3F (9360.741176 sec): 3 clusters Score: Raw -288053.749478 + Penalty 1541.607956 = -286512.141522 nChanged 199 SP:Iteration 4F (9360.784973 sec): 3 clusters Score: Raw -288221.744054 + Penalty 1541.607956 = -286680.136098 nChanged 185 SP:Iteration 5F (9360.835661 sec): 3 clusters Score: Raw -288376.510006 + Penalty 1541.607956 = -286834.902049 nChanged 170 SP:Iteration 6F (9360.887194 sec): 3 clusters Score: Raw -288519.847546 + Penalty 1541.607956 = -286978.239589 nChanged 145 SP:Iteration 7Q (9360.934200 sec): 3 clusters Score: Raw -288644.104048 + Penalty 1541.607956 = -287102.496092 nChanged 138 SP:Iteration 8Q (9360.985085 sec): 3 clusters Score: Raw -288761.761823 + Penalty 1541.607956 = -287220.153866 nChanged 132 SP:Iteration 9Q (9361.036287 sec): 3 clusters Score: Raw -288867.472982 + Penalty 1541.607956 = -287325.865025 nChanged 125 SP:Iteration 10Q (9361.086914 sec): 3 clusters Score: Raw -288988.424457 + Penalty 1541.607956 = -287446.816501 nChanged 114 SP:Iteration 11Q (9361.145278 sec): 3 clusters Score: Raw -289085.631879 + Penalty 1541.607956 = -287544.023923 nChanged 96 SP:Iteration 12Q (9361.192561 sec): 3 clusters Score: Raw -289161.837719 + Penalty 1541.607956 = -287620.229762 nChanged 77 SP:Iteration 13Q (9361.247685 sec): 3 clusters Score: Raw -289213.682548 + Penalty 1541.607956 = -287672.074591 nChanged 55 SP:Iteration 14Q (9361.296512 sec): 3 clusters Score: Raw -289245.584753 + Penalty 1541.607956 = -287703.976797 nChanged 36 SP:Iteration 15Q (9361.335552 sec): 3 clusters Score: Raw -289263.059243 + Penalty 1541.607956 = -287721.451287 nChanged 23 SP:Iteration 16Q (9361.385392 sec): 3 clusters Score: Raw -289269.520211 + Penalty 1541.607956 = -287727.912254 nChanged 19 SP:Iteration 17Q (9361.438525 sec): 3 clusters Score: Raw -289274.571756 + Penalty 1541.607956 = -287732.963799 nChanged 12 SP:Iteration 18Q (9361.483794 sec): 3 clusters Score: Raw -289277.322638 + Penalty 1541.607956 = -287735.714682 nChanged 7 SP:Iteration 19Q (9361.530091 sec): 3 clusters Score: Raw -289278.237523 + Penalty 1541.607956 = -287736.629567 nChanged 2 SP:Iteration 20F (9361.571542 sec): 3 clusters Score: Raw -289278.662698 + Penalty 1541.607956 = -287737.054742 nChanged 3 SP:Iteration 21Q (9361.612259 sec): 3 clusters Score: Raw -289279.032695 + Penalty 1541.607956 = -287737.424739 nChanged 1 SP:Iteration 22Q (9361.659567 sec): 3 clusters Score: Raw -289279.113893 + Penalty 1541.607956 = -287737.505937 nChanged 0 SP:Iteration 23F (9361.720100 sec): 3 clusters Score: Raw -289279.113893 + Penalty 1541.607956 = -287737.505937 nChanged 0 Trying to split cluster 34 (287531 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9362.027205 sec): 2 clusters Score: Raw -27441455.920721 + Penalty 1194.063166 = -27440261.857555 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9362.459010 sec): 3 clusters Score: Raw -27247606.677645 + Penalty 2388.126332 = -27245218.551313 nChanged 140915 SP:Iteration 1F (9362.860788 sec): 3 clusters Score: Raw -27335602.251516 + Penalty 2388.126332 = -27333214.125184 nChanged 14351 SP:Iteration 2Q (9363.292587 sec): 3 clusters Score: Raw -27341417.410284 + Penalty 2388.126332 = -27339029.283951 nChanged 17859 SP:Iteration 3F (9363.683869 sec): 3 clusters Score: Raw -27351291.408690 + Penalty 2388.126332 = -27348903.282358 nChanged 21623 SP:Iteration 4F (9364.089952 sec): 3 clusters Score: Raw -27366786.935253 + Penalty 2388.126332 = -27364398.808921 nChanged 24380 SP:Iteration 5F (9364.487965 sec): 3 clusters Score: Raw -27387915.116562 + Penalty 2388.126332 = -27385526.990230 nChanged 23013 SP:Iteration 6F (9364.874554 sec): 3 clusters Score: Raw -27410222.761156 + Penalty 2388.126332 = -27407834.634824 nChanged 17258 SP:Iteration 7F (9365.256917 sec): 3 clusters Score: Raw -27427471.435064 + Penalty 2388.126332 = -27425083.308732 nChanged 9450 SP:Iteration 8Q (9365.643228 sec): 3 clusters Score: Raw -27436590.594124 + Penalty 2388.126332 = -27434202.467792 nChanged 3772 SP:Iteration 9Q (9366.009885 sec): 3 clusters Score: Raw -27439950.373545 + Penalty 2388.126332 = -27437562.247213 nChanged 1315 SP:Iteration 10Q (9366.355499 sec): 3 clusters Score: Raw -27441025.889333 + Penalty 2388.126332 = -27438637.763001 nChanged 415 SP:Iteration 11Q (9366.695402 sec): 3 clusters Score: Raw -27441343.687462 + Penalty 2388.126332 = -27438955.561130 nChanged 144 SP:Iteration 12Q (9367.028332 sec): 3 clusters Score: Raw -27441467.950816 + Penalty 2388.126332 = -27439079.824484 nChanged 55 SP:Iteration 13Q (9367.369537 sec): 3 clusters Score: Raw -27441519.062754 + Penalty 2388.126332 = -27439130.936421 nChanged 30 SP:Iteration 14Q (9367.701229 sec): 3 clusters Score: Raw -27441547.126216 + Penalty 2388.126332 = -27439158.999884 nChanged 22 SP:Iteration 15Q (9368.026758 sec): 3 clusters Score: Raw -27441567.854024 + Penalty 2388.126332 = -27439179.727691 nChanged 17 SP:Iteration 16Q (9368.362363 sec): 3 clusters Score: Raw -27441584.003733 + Penalty 2388.126332 = -27439195.877401 nChanged 11 SP:Iteration 17Q (9368.686804 sec): 3 clusters Score: Raw -27441593.671416 + Penalty 2388.126332 = -27439205.545084 nChanged 10 SP:Iteration 18Q (9369.001557 sec): 3 clusters Score: Raw -27441600.606088 + Penalty 2388.126332 = -27439212.479756 nChanged 1 SP:Iteration 19Q (9369.325771 sec): 3 clusters Score: Raw -27441601.179948 + Penalty 2388.126332 = -27439213.053616 nChanged 2 SP:Iteration 20F (9369.733724 sec): 3 clusters Score: Raw -27441602.398348 + Penalty 2388.126332 = -27439214.272015 nChanged 1 SP:Iteration 21Q (9370.061088 sec): 3 clusters Score: Raw -27441602.819444 + Penalty 2388.126332 = -27439214.693112 nChanged 0 SP:Iteration 22F (9370.441380 sec): 3 clusters Score: Raw -27441602.819444 + Penalty 2388.126332 = -27439214.693112 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9370.477441 sec): 2 clusters Score: Raw -216729.266010 + Penalty 751.261847 = -215978.004163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9370.524245 sec): 3 clusters Score: Raw -215376.870869 + Penalty 1502.523694 = -213874.347174 nChanged 1078 SP:Iteration 1F (9370.574805 sec): 3 clusters Score: Raw -216172.833386 + Penalty 1502.523694 = -214670.309691 nChanged 258 SP:Iteration 2F (9370.623687 sec): 3 clusters Score: Raw -216417.649995 + Penalty 1502.523694 = -214915.126301 nChanged 244 SP:Iteration 3F (9370.674664 sec): 3 clusters Score: Raw -216655.844065 + Penalty 1502.523694 = -215153.320371 nChanged 216 SP:Iteration 4F (9370.722635 sec): 3 clusters Score: Raw -216880.976264 + Penalty 1502.523694 = -215378.452570 nChanged 163 SP:Iteration 5F (9370.759226 sec): 3 clusters Score: Raw -217030.715606 + Penalty 1502.523694 = -215528.191912 nChanged 101 SP:Iteration 6Q (9370.810323 sec): 3 clusters Score: Raw -217120.248414 + Penalty 1502.523694 = -215617.724719 nChanged 70 SP:Iteration 7Q (9370.856377 sec): 3 clusters Score: Raw -217191.051204 + Penalty 1502.523694 = -215688.527510 nChanged 53 SP:Iteration 8Q (9370.896383 sec): 3 clusters Score: Raw -217230.239948 + Penalty 1502.523694 = -215727.716253 nChanged 37 SP:Iteration 9Q (9370.942010 sec): 3 clusters Score: Raw -217252.101288 + Penalty 1502.523694 = -215749.577594 nChanged 27 SP:Iteration 10Q (9370.993307 sec): 3 clusters Score: Raw -217268.653003 + Penalty 1502.523694 = -215766.129309 nChanged 16 SP:Iteration 11Q (9371.035111 sec): 3 clusters Score: Raw -217277.151466 + Penalty 1502.523694 = -215774.627771 nChanged 8 SP:Iteration 12Q (9371.086258 sec): 3 clusters Score: Raw -217280.245449 + Penalty 1502.523694 = -215777.721755 nChanged 7 SP:Iteration 13Q (9371.136946 sec): 3 clusters Score: Raw -217283.507311 + Penalty 1502.523694 = -215780.983616 nChanged 2 SP:Iteration 14Q (9371.176802 sec): 3 clusters Score: Raw -217284.685646 + Penalty 1502.523694 = -215782.161952 nChanged 2 SP:Iteration 15Q (9371.227559 sec): 3 clusters Score: Raw -217285.825220 + Penalty 1502.523694 = -215783.301525 nChanged 1 SP:Iteration 16Q (9371.274240 sec): 3 clusters Score: Raw -217285.999640 + Penalty 1502.523694 = -215783.475945 nChanged 1 SP:Iteration 17Q (9371.325002 sec): 3 clusters Score: Raw -217286.187449 + Penalty 1502.523694 = -215783.663755 nChanged 0 SP:Iteration 18F (9371.370437 sec): 3 clusters Score: Raw -217286.187449 + Penalty 1502.523694 = -215783.663755 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9371.408992 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9371.447797 sec): 3 clusters Score: Raw -163938.722941 + Penalty 1431.909148 = -162506.813793 nChanged 718 SP:Iteration 1F (9371.498924 sec): 3 clusters Score: Raw -164432.035864 + Penalty 1431.909148 = -163000.126716 nChanged 174 SP:Iteration 2F (9371.550011 sec): 3 clusters Score: Raw -164588.470891 + Penalty 1431.909148 = -163156.561743 nChanged 104 SP:Iteration 3F (9371.598729 sec): 3 clusters Score: Raw -164680.915832 + Penalty 1431.909148 = -163249.006683 nChanged 78 SP:Iteration 4Q (9371.647419 sec): 3 clusters Score: Raw -164729.817456 + Penalty 1431.909148 = -163297.908308 nChanged 58 SP:Iteration 5Q (9371.697982 sec): 3 clusters Score: Raw -164761.704032 + Penalty 1431.909148 = -163329.794884 nChanged 52 SP:Iteration 6Q (9371.748590 sec): 3 clusters Score: Raw -164787.949896 + Penalty 1431.909148 = -163356.040748 nChanged 49 SP:Iteration 7Q (9371.799171 sec): 3 clusters Score: Raw -164811.832739 + Penalty 1431.909148 = -163379.923591 nChanged 52 SP:Iteration 8Q (9371.841846 sec): 3 clusters Score: Raw -164844.236703 + Penalty 1431.909148 = -163412.327555 nChanged 42 SP:Iteration 9Q (9371.885927 sec): 3 clusters Score: Raw -164866.053433 + Penalty 1431.909148 = -163434.144284 nChanged 31 SP:Iteration 10Q (9371.931196 sec): 3 clusters Score: Raw -164881.215135 + Penalty 1431.909148 = -163449.305987 nChanged 30 SP:Iteration 11Q (9371.977121 sec): 3 clusters Score: Raw -164892.945768 + Penalty 1431.909148 = -163461.036620 nChanged 25 SP:Iteration 12Q (9372.019707 sec): 3 clusters Score: Raw -164902.523176 + Penalty 1431.909148 = -163470.614028 nChanged 23 SP:Iteration 13Q (9372.067180 sec): 3 clusters Score: Raw -164912.367161 + Penalty 1431.909148 = -163480.458012 nChanged 20 SP:Iteration 14Q (9372.114680 sec): 3 clusters Score: Raw -164921.640959 + Penalty 1431.909148 = -163489.731810 nChanged 21 SP:Iteration 15Q (9372.165716 sec): 3 clusters Score: Raw -164932.250085 + Penalty 1431.909148 = -163500.340937 nChanged 16 SP:Iteration 16Q (9372.215175 sec): 3 clusters Score: Raw -164940.171547 + Penalty 1431.909148 = -163508.262399 nChanged 15 SP:Iteration 17Q (9372.263143 sec): 3 clusters Score: Raw -164946.179191 + Penalty 1431.909148 = -163514.270042 nChanged 10 SP:Iteration 18Q (9372.306597 sec): 3 clusters Score: Raw -164949.744241 + Penalty 1431.909148 = -163517.835093 nChanged 9 SP:Iteration 19Q (9372.347450 sec): 3 clusters Score: Raw -164953.272114 + Penalty 1431.909148 = -163521.362966 nChanged 3 SP:Iteration 20F (9372.392297 sec): 3 clusters Score: Raw -164956.223745 + Penalty 1431.909148 = -163524.314596 nChanged 7 SP:Iteration 21Q (9372.432964 sec): 3 clusters Score: Raw -164958.657774 + Penalty 1431.909148 = -163526.748626 nChanged 6 SP:Iteration 22Q (9372.479381 sec): 3 clusters Score: Raw -164961.456581 + Penalty 1431.909148 = -163529.547433 nChanged 12 SP:Iteration 23Q (9372.529736 sec): 3 clusters Score: Raw -164966.533400 + Penalty 1431.909148 = -163534.624252 nChanged 10 SP:Iteration 24Q (9372.578273 sec): 3 clusters Score: Raw -164969.422143 + Penalty 1431.909148 = -163537.512994 nChanged 9 SP:Iteration 25Q (9372.623724 sec): 3 clusters Score: Raw -164973.252057 + Penalty 1431.909148 = -163541.342909 nChanged 7 SP:Iteration 26Q (9372.657548 sec): 3 clusters Score: Raw -164976.559198 + Penalty 1431.909148 = -163544.650050 nChanged 10 SP:Iteration 27Q (9372.703135 sec): 3 clusters Score: Raw -164980.772559 + Penalty 1431.909148 = -163548.863411 nChanged 8 SP:Iteration 28Q (9372.740752 sec): 3 clusters Score: Raw -164983.477770 + Penalty 1431.909148 = -163551.568621 nChanged 10 SP:Iteration 29Q (9372.788192 sec): 3 clusters Score: Raw -164988.890262 + Penalty 1431.909148 = -163556.981114 nChanged 7 SP:Iteration 30Q (9372.837855 sec): 3 clusters Score: Raw -164991.932607 + Penalty 1431.909148 = -163560.023459 nChanged 6 SP:Iteration 31Q (9372.886008 sec): 3 clusters Score: Raw -164994.549761 + Penalty 1431.909148 = -163562.640613 nChanged 5 SP:Iteration 32Q (9372.935918 sec): 3 clusters Score: Raw -164996.447654 + Penalty 1431.909148 = -163564.538505 nChanged 5 SP:Iteration 33Q (9372.985425 sec): 3 clusters Score: Raw -164999.349377 + Penalty 1431.909148 = -163567.440229 nChanged 4 SP:Iteration 34Q (9373.036376 sec): 3 clusters Score: Raw -165001.170187 + Penalty 1431.909148 = -163569.261039 nChanged 5 SP:Iteration 35Q (9373.081447 sec): 3 clusters Score: Raw -165004.937177 + Penalty 1431.909148 = -163573.028029 nChanged 8 SP:Iteration 36Q (9373.124677 sec): 3 clusters Score: Raw -165007.726888 + Penalty 1431.909148 = -163575.817740 nChanged 4 SP:Iteration 37Q (9373.167348 sec): 3 clusters Score: Raw -165008.477805 + Penalty 1431.909148 = -163576.568657 nChanged 2 SP:Iteration 38Q (9373.213254 sec): 3 clusters Score: Raw -165008.938465 + Penalty 1431.909148 = -163577.029316 nChanged 3 SP:Iteration 39Q (9373.266367 sec): 3 clusters Score: Raw -165010.697897 + Penalty 1431.909148 = -163578.788749 nChanged 3 SP:Iteration 40F (9373.311375 sec): 3 clusters Score: Raw -165012.755196 + Penalty 1431.909148 = -163580.846047 nChanged 6 SP:Iteration 41Q (9373.349409 sec): 3 clusters Score: Raw -165015.449504 + Penalty 1431.909148 = -163583.540356 nChanged 5 SP:Iteration 42Q (9373.409243 sec): 3 clusters Score: Raw -165017.204940 + Penalty 1431.909148 = -163585.295792 nChanged 5 SP:Iteration 43Q (9373.457787 sec): 3 clusters Score: Raw -165019.861752 + Penalty 1431.909148 = -163587.952604 nChanged 5 SP:Iteration 44Q (9373.505533 sec): 3 clusters Score: Raw -165021.885973 + Penalty 1431.909148 = -163589.976825 nChanged 4 SP:Iteration 45Q (9373.544668 sec): 3 clusters Score: Raw -165023.451879 + Penalty 1431.909148 = -163591.542731 nChanged 0 SP:Iteration 46F (9373.591094 sec): 3 clusters Score: Raw -165023.451879 + Penalty 1431.909148 = -163591.542731 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9373.614576 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9373.669598 sec): 3 clusters Score: Raw -69104.802124 + Penalty 1239.476838 = -67865.325286 nChanged 201 SP:Iteration 1F (9373.714406 sec): 3 clusters Score: Raw -69263.389010 + Penalty 1239.476838 = -68023.912171 nChanged 53 SP:Iteration 2F (9373.755887 sec): 3 clusters Score: Raw -69316.919562 + Penalty 1239.476838 = -68077.442724 nChanged 20 SP:Iteration 3Q (9373.795819 sec): 3 clusters Score: Raw -69339.780157 + Penalty 1239.476838 = -68100.303319 nChanged 17 SP:Iteration 4Q (9373.843049 sec): 3 clusters Score: Raw -69360.677159 + Penalty 1239.476838 = -68121.200321 nChanged 18 SP:Iteration 5Q (9373.888145 sec): 3 clusters Score: Raw -69379.039260 + Penalty 1239.476838 = -68139.562422 nChanged 11 SP:Iteration 6Q (9373.932725 sec): 3 clusters Score: Raw -69390.189643 + Penalty 1239.476838 = -68150.712804 nChanged 14 SP:Iteration 7Q (9373.974504 sec): 3 clusters Score: Raw -69404.025231 + Penalty 1239.476838 = -68164.548393 nChanged 10 SP:Iteration 8Q (9374.016420 sec): 3 clusters Score: Raw -69410.908353 + Penalty 1239.476838 = -68171.431515 nChanged 4 SP:Iteration 9Q (9374.059423 sec): 3 clusters Score: Raw -69414.643658 + Penalty 1239.476838 = -68175.166820 nChanged 3 SP:Iteration 10Q (9374.104330 sec): 3 clusters Score: Raw -69416.660173 + Penalty 1239.476838 = -68177.183335 nChanged 1 SP:Iteration 11Q (9374.150868 sec): 3 clusters Score: Raw -69417.353697 + Penalty 1239.476838 = -68177.876859 nChanged 1 SP:Iteration 12Q (9374.196360 sec): 3 clusters Score: Raw -69417.525658 + Penalty 1239.476838 = -68178.048820 nChanged 0 SP:Iteration 13F (9374.241453 sec): 3 clusters Score: Raw -69417.525658 + Penalty 1239.476838 = -68178.048820 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9374.274600 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9374.326513 sec): 3 clusters Score: Raw -223431.263987 + Penalty 1472.862013 = -221958.401974 nChanged 966 SP:Iteration 1F (9374.366078 sec): 3 clusters Score: Raw -223967.228134 + Penalty 1472.862013 = -222494.366121 nChanged 194 SP:Iteration 2F (9374.415480 sec): 3 clusters Score: Raw -224115.717679 + Penalty 1472.862013 = -222642.855666 nChanged 135 SP:Iteration 3F (9374.463138 sec): 3 clusters Score: Raw -224193.241619 + Penalty 1472.862013 = -222720.379606 nChanged 102 SP:Iteration 4Q (9374.511774 sec): 3 clusters Score: Raw -224258.902045 + Penalty 1472.862013 = -222786.040032 nChanged 95 SP:Iteration 5Q (9374.560880 sec): 3 clusters Score: Raw -224310.906628 + Penalty 1472.862013 = -222838.044615 nChanged 79 SP:Iteration 6Q (9374.609037 sec): 3 clusters Score: Raw -224352.687724 + Penalty 1472.862013 = -222879.825710 nChanged 71 SP:Iteration 7Q (9374.656870 sec): 3 clusters Score: Raw -224397.415183 + Penalty 1472.862013 = -222924.553170 nChanged 65 SP:Iteration 8Q (9374.704256 sec): 3 clusters Score: Raw -224429.504384 + Penalty 1472.862013 = -222956.642371 nChanged 57 SP:Iteration 9Q (9374.755498 sec): 3 clusters Score: Raw -224459.928872 + Penalty 1472.862013 = -222987.066859 nChanged 52 SP:Iteration 10Q (9374.806266 sec): 3 clusters Score: Raw -224492.516360 + Penalty 1472.862013 = -223019.654347 nChanged 54 SP:Iteration 11Q (9374.850377 sec): 3 clusters Score: Raw -224527.051184 + Penalty 1472.862013 = -223054.189171 nChanged 61 SP:Iteration 12Q (9374.913609 sec): 3 clusters Score: Raw -224553.248532 + Penalty 1472.862013 = -223080.386518 nChanged 44 SP:Iteration 13Q (9374.965220 sec): 3 clusters Score: Raw -224576.223837 + Penalty 1472.862013 = -223103.361823 nChanged 39 SP:Iteration 14Q (9375.009958 sec): 3 clusters Score: Raw -224591.326134 + Penalty 1472.862013 = -223118.464120 nChanged 25 SP:Iteration 15Q (9375.051413 sec): 3 clusters Score: Raw -224604.869820 + Penalty 1472.862013 = -223132.007807 nChanged 22 SP:Iteration 16Q (9375.101980 sec): 3 clusters Score: Raw -224615.511897 + Penalty 1472.862013 = -223142.649883 nChanged 33 SP:Iteration 17Q (9375.119147 sec): 3 clusters Score: Raw -224627.110561 + Penalty 1472.862013 = -223154.248548 nChanged 27 SP:Iteration 18Q (9375.128159 sec): 3 clusters Score: Raw -224635.319030 + Penalty 1472.862013 = -223162.457016 nChanged 22 SP:Iteration 19Q (9375.136729 sec): 3 clusters Score: Raw -224641.485315 + Penalty 1472.862013 = -223168.623302 nChanged 16 SP:Iteration 20F (9375.145237 sec): 3 clusters Score: Raw -224645.297501 + Penalty 1472.862013 = -223172.435488 nChanged 9 SP:Iteration 21Q (9375.153763 sec): 3 clusters Score: Raw -224648.454235 + Penalty 1472.862013 = -223175.592222 nChanged 12 SP:Iteration 22Q (9375.162276 sec): 3 clusters Score: Raw -224653.821729 + Penalty 1472.862013 = -223180.959715 nChanged 14 SP:Iteration 23Q (9375.170877 sec): 3 clusters Score: Raw -224660.477064 + Penalty 1472.862013 = -223187.615050 nChanged 10 SP:Iteration 24Q (9375.179307 sec): 3 clusters Score: Raw -224663.015950 + Penalty 1472.862013 = -223190.153937 nChanged 9 SP:Iteration 25Q (9375.187812 sec): 3 clusters Score: Raw -224667.470354 + Penalty 1472.862013 = -223194.608340 nChanged 7 SP:Iteration 26Q (9375.196333 sec): 3 clusters Score: Raw -224669.193346 + Penalty 1472.862013 = -223196.331333 nChanged 2 SP:Iteration 27Q (9375.204844 sec): 3 clusters Score: Raw -224669.617860 + Penalty 1472.862013 = -223196.755847 nChanged 5 SP:Iteration 28Q (9375.213331 sec): 3 clusters Score: Raw -224670.518780 + Penalty 1472.862013 = -223197.656766 nChanged 3 SP:Iteration 29Q (9375.221748 sec): 3 clusters Score: Raw -224671.187046 + Penalty 1472.862013 = -223198.325033 nChanged 3 SP:Iteration 30Q (9375.232114 sec): 3 clusters Score: Raw -224671.822165 + Penalty 1472.862013 = -223198.960152 nChanged 1 SP:Iteration 31Q (9375.240992 sec): 3 clusters Score: Raw -224671.983764 + Penalty 1472.862013 = -223199.121751 nChanged 0 SP:Iteration 32F (9375.249549 sec): 3 clusters Score: Raw -224671.983764 + Penalty 1472.862013 = -223199.121751 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9375.296284 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9375.310760 sec): 3 clusters Score: Raw -975131.737262 + Penalty 1754.303745 = -973377.433517 nChanged 4564 SP:Iteration 1F (9375.335377 sec): 3 clusters Score: Raw -977622.413212 + Penalty 1754.303745 = -975868.109467 nChanged 593 SP:Iteration 2F (9375.359934 sec): 3 clusters Score: Raw -977871.476051 + Penalty 1754.303745 = -976117.172305 nChanged 516 SP:Iteration 3F (9375.409648 sec): 3 clusters Score: Raw -978092.816869 + Penalty 1754.303745 = -976338.513124 nChanged 473 SP:Iteration 4Q (9375.433793 sec): 3 clusters Score: Raw -978331.768477 + Penalty 1754.303745 = -976577.464732 nChanged 508 SP:Iteration 5Q (9375.458644 sec): 3 clusters Score: Raw -978597.907812 + Penalty 1754.303745 = -976843.604067 nChanged 481 SP:Iteration 6Q (9375.483464 sec): 3 clusters Score: Raw -978869.366964 + Penalty 1754.303745 = -977115.063218 nChanged 465 SP:Iteration 7Q (9375.508375 sec): 3 clusters Score: Raw -979170.715893 + Penalty 1754.303745 = -977416.412148 nChanged 482 SP:Iteration 8Q (9375.547238 sec): 3 clusters Score: Raw -979506.612813 + Penalty 1754.303745 = -977752.309068 nChanged 460 SP:Iteration 9Q (9375.570527 sec): 3 clusters Score: Raw -979807.195191 + Penalty 1754.303745 = -978052.891445 nChanged 374 SP:Iteration 10Q (9375.594924 sec): 3 clusters Score: Raw -980022.784005 + Penalty 1754.303745 = -978268.480260 nChanged 310 SP:Iteration 11Q (9375.619029 sec): 3 clusters Score: Raw -980189.199549 + Penalty 1754.303745 = -978434.895804 nChanged 227 SP:Iteration 12Q (9375.642682 sec): 3 clusters Score: Raw -980308.394900 + Penalty 1754.303745 = -978554.091155 nChanged 182 SP:Iteration 13Q (9375.703533 sec): 3 clusters Score: Raw -980392.955719 + Penalty 1754.303745 = -978638.651974 nChanged 139 SP:Iteration 14Q (9375.772173 sec): 3 clusters Score: Raw -980448.923517 + Penalty 1754.303745 = -978694.619772 nChanged 134 SP:Iteration 15Q (9375.831126 sec): 3 clusters Score: Raw -980511.278802 + Penalty 1754.303745 = -978756.975057 nChanged 136 SP:Iteration 16Q (9375.880937 sec): 3 clusters Score: Raw -980569.564030 + Penalty 1754.303745 = -978815.260285 nChanged 114 SP:Iteration 17Q (9375.951260 sec): 3 clusters Score: Raw -980619.467755 + Penalty 1754.303745 = -978865.164009 nChanged 128 SP:Iteration 18Q (9376.002263 sec): 3 clusters Score: Raw -980689.686414 + Penalty 1754.303745 = -978935.382669 nChanged 141 SP:Iteration 19Q (9376.068670 sec): 3 clusters Score: Raw -980772.933658 + Penalty 1754.303745 = -979018.629913 nChanged 144 SP:Iteration 20F (9376.125677 sec): 3 clusters Score: Raw -980847.684036 + Penalty 1754.303745 = -979093.380291 nChanged 105 SP:Iteration 21Q (9376.180078 sec): 3 clusters Score: Raw -980906.646986 + Penalty 1754.303745 = -979152.343241 nChanged 110 SP:Iteration 22Q (9376.228773 sec): 3 clusters Score: Raw -980959.576661 + Penalty 1754.303745 = -979205.272916 nChanged 96 SP:Iteration 23Q (9376.295848 sec): 3 clusters Score: Raw -981003.915121 + Penalty 1754.303745 = -979249.611375 nChanged 95 SP:Iteration 24Q (9376.344768 sec): 3 clusters Score: Raw -981050.376222 + Penalty 1754.303745 = -979296.072477 nChanged 81 SP:Iteration 25Q (9376.404434 sec): 3 clusters Score: Raw -981090.731540 + Penalty 1754.303745 = -979336.427795 nChanged 72 SP:Iteration 26Q (9376.463358 sec): 3 clusters Score: Raw -981121.226178 + Penalty 1754.303745 = -979366.922433 nChanged 60 SP:Iteration 27Q (9376.522122 sec): 3 clusters Score: Raw -981146.715154 + Penalty 1754.303745 = -979392.411409 nChanged 53 SP:Iteration 28Q (9376.578895 sec): 3 clusters Score: Raw -981168.176559 + Penalty 1754.303745 = -979413.872813 nChanged 46 SP:Iteration 29Q (9376.638730 sec): 3 clusters Score: Raw -981189.108761 + Penalty 1754.303745 = -979434.805015 nChanged 33 SP:Iteration 30Q (9376.687344 sec): 3 clusters Score: Raw -981203.048336 + Penalty 1754.303745 = -979448.744591 nChanged 39 SP:Iteration 31Q (9376.747176 sec): 3 clusters Score: Raw -981220.271093 + Penalty 1754.303745 = -979465.967348 nChanged 31 SP:Iteration 32Q (9376.806132 sec): 3 clusters Score: Raw -981230.973649 + Penalty 1754.303745 = -979476.669904 nChanged 32 SP:Iteration 33Q (9376.864855 sec): 3 clusters Score: Raw -981242.015468 + Penalty 1754.303745 = -979487.711723 nChanged 28 SP:Iteration 34Q (9376.932075 sec): 3 clusters Score: Raw -981251.533961 + Penalty 1754.303745 = -979497.230216 nChanged 32 SP:Iteration 35Q (9376.973617 sec): 3 clusters Score: Raw -981265.375330 + Penalty 1754.303745 = -979511.071585 nChanged 32 SP:Iteration 36Q (9377.032766 sec): 3 clusters Score: Raw -981284.274720 + Penalty 1754.303745 = -979529.970975 nChanged 35 SP:Iteration 37Q (9377.090348 sec): 3 clusters Score: Raw -981306.835899 + Penalty 1754.303745 = -979552.532153 nChanged 28 SP:Iteration 38Q (9377.147484 sec): 3 clusters Score: Raw -981319.327978 + Penalty 1754.303745 = -979565.024233 nChanged 17 SP:Iteration 39Q (9377.204706 sec): 3 clusters Score: Raw -981325.601832 + Penalty 1754.303745 = -979571.298087 nChanged 16 SP:Iteration 40F (9377.263984 sec): 3 clusters Score: Raw -981332.650812 + Penalty 1754.303745 = -979578.347067 nChanged 14 SP:Iteration 41Q (9377.321431 sec): 3 clusters Score: Raw -981338.426193 + Penalty 1754.303745 = -979584.122448 nChanged 15 SP:Iteration 42Q (9377.381368 sec): 3 clusters Score: Raw -981344.960861 + Penalty 1754.303745 = -979590.657116 nChanged 10 SP:Iteration 43Q (9377.445340 sec): 3 clusters Score: Raw -981348.954154 + Penalty 1754.303745 = -979594.650409 nChanged 8 SP:Iteration 44Q (9377.498688 sec): 3 clusters Score: Raw -981353.359148 + Penalty 1754.303745 = -979599.055403 nChanged 9 SP:Iteration 45Q (9377.556028 sec): 3 clusters Score: Raw -981357.635041 + Penalty 1754.303745 = -979603.331295 nChanged 11 SP:Iteration 46Q (9377.613913 sec): 3 clusters Score: Raw -981363.257258 + Penalty 1754.303745 = -979608.953512 nChanged 6 SP:Iteration 47Q (9377.679353 sec): 3 clusters Score: Raw -981365.185947 + Penalty 1754.303745 = -979610.882202 nChanged 3 SP:Iteration 48Q (9377.722451 sec): 3 clusters Score: Raw -981366.174698 + Penalty 1754.303745 = -979611.870952 nChanged 3 SP:Iteration 49Q (9377.781042 sec): 3 clusters Score: Raw -981367.004091 + Penalty 1754.303745 = -979612.700346 nChanged 0 SP:Iteration 50F (9377.840731 sec): 3 clusters Score: Raw -981367.004091 + Penalty 1754.303745 = -979612.700346 nChanged 0 Trying to split cluster 40 (4165 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9377.869154 sec): 2 clusters Score: Raw -400116.991114 + Penalty 791.774798 = -399325.216317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9377.920831 sec): 3 clusters Score: Raw -397839.254783 + Penalty 1583.549595 = -396255.705187 nChanged 1789 SP:Iteration 1F (9377.969045 sec): 3 clusters Score: Raw -398874.775438 + Penalty 1583.549595 = -397291.225842 nChanged 313 SP:Iteration 2F (9378.032310 sec): 3 clusters Score: Raw -399056.923770 + Penalty 1583.549595 = -397473.374175 nChanged 265 SP:Iteration 3F (9378.073414 sec): 3 clusters Score: Raw -399211.217128 + Penalty 1583.549595 = -397627.667533 nChanged 249 SP:Iteration 4F (9378.126196 sec): 3 clusters Score: Raw -399372.147518 + Penalty 1583.549595 = -397788.597923 nChanged 239 SP:Iteration 5F (9378.180282 sec): 3 clusters Score: Raw -399540.951180 + Penalty 1583.549595 = -397957.401584 nChanged 209 SP:Iteration 6F (9378.232948 sec): 3 clusters Score: Raw -399696.579151 + Penalty 1583.549595 = -398113.029556 nChanged 174 SP:Iteration 7Q (9378.296922 sec): 3 clusters Score: Raw -399832.996119 + Penalty 1583.549595 = -398249.446523 nChanged 154 SP:Iteration 8Q (9378.338710 sec): 3 clusters Score: Raw -399963.508131 + Penalty 1583.549595 = -398379.958536 nChanged 100 SP:Iteration 9Q (9378.391732 sec): 3 clusters Score: Raw -400077.071105 + Penalty 1583.549595 = -398493.521510 nChanged 73 SP:Iteration 10Q (9378.444336 sec): 3 clusters Score: Raw -400161.818561 + Penalty 1583.549595 = -398578.268965 nChanged 58 SP:Iteration 11Q (9378.492284 sec): 3 clusters Score: Raw -400221.884668 + Penalty 1583.549595 = -398638.335072 nChanged 40 SP:Iteration 12Q (9378.543664 sec): 3 clusters Score: Raw -400256.835274 + Penalty 1583.549595 = -398673.285678 nChanged 28 SP:Iteration 13Q (9378.595490 sec): 3 clusters Score: Raw -400274.339844 + Penalty 1583.549595 = -398690.790249 nChanged 14 SP:Iteration 14Q (9378.652460 sec): 3 clusters Score: Raw -400280.154103 + Penalty 1583.549595 = -398696.604508 nChanged 10 SP:Iteration 15Q (9378.685164 sec): 3 clusters Score: Raw -400282.887902 + Penalty 1583.549595 = -398699.338306 nChanged 5 SP:Iteration 16Q (9378.736413 sec): 3 clusters Score: Raw -400284.033287 + Penalty 1583.549595 = -398700.483691 nChanged 2 SP:Iteration 17Q (9378.787136 sec): 3 clusters Score: Raw -400284.558689 + Penalty 1583.549595 = -398701.009093 nChanged 3 SP:Iteration 18Q (9378.838741 sec): 3 clusters Score: Raw -400285.349056 + Penalty 1583.549595 = -398701.799460 nChanged 4 SP:Iteration 19Q (9378.892272 sec): 3 clusters Score: Raw -400287.334134 + Penalty 1583.549595 = -398703.784538 nChanged 4 SP:Iteration 20F (9378.934158 sec): 3 clusters Score: Raw -400288.681625 + Penalty 1583.549595 = -398705.132030 nChanged 2 SP:Iteration 21Q (9378.985824 sec): 3 clusters Score: Raw -400289.075914 + Penalty 1583.549595 = -398705.526319 nChanged 1 SP:Iteration 22Q (9379.037434 sec): 3 clusters Score: Raw -400289.647918 + Penalty 1583.549595 = -398706.098323 nChanged 2 SP:Iteration 23Q (9379.089196 sec): 3 clusters Score: Raw -400290.423796 + Penalty 1583.549595 = -398706.874201 nChanged 0 SP:Iteration 24F (9379.142214 sec): 3 clusters Score: Raw -400290.423796 + Penalty 1583.549595 = -398706.874201 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9379.185691 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9379.231461 sec): 3 clusters Score: Raw -668169.668650 + Penalty 1684.516494 = -666485.152156 nChanged 3074 SP:Iteration 1F (9379.287999 sec): 3 clusters Score: Raw -669813.785527 + Penalty 1684.516494 = -668129.269033 nChanged 433 SP:Iteration 2F (9379.343905 sec): 3 clusters Score: Raw -670008.855964 + Penalty 1684.516494 = -668324.339470 nChanged 393 SP:Iteration 3F (9379.399914 sec): 3 clusters Score: Raw -670185.207114 + Penalty 1684.516494 = -668500.690620 nChanged 349 SP:Iteration 4Q (9379.455863 sec): 3 clusters Score: Raw -670363.296940 + Penalty 1684.516494 = -668678.780446 nChanged 314 SP:Iteration 5Q (9379.512863 sec): 3 clusters Score: Raw -670544.535752 + Penalty 1684.516494 = -668860.019257 nChanged 348 SP:Iteration 6Q (9379.569243 sec): 3 clusters Score: Raw -670762.843715 + Penalty 1684.516494 = -669078.327221 nChanged 363 SP:Iteration 7F (9379.625872 sec): 3 clusters Score: Raw -671004.023622 + Penalty 1684.516494 = -669319.507128 nChanged 328 SP:Iteration 8Q (9379.683088 sec): 3 clusters Score: Raw -671257.864866 + Penalty 1684.516494 = -669573.348372 nChanged 293 SP:Iteration 9Q (9379.739712 sec): 3 clusters Score: Raw -671477.932989 + Penalty 1684.516494 = -669793.416495 nChanged 231 SP:Iteration 10Q (9379.788010 sec): 3 clusters Score: Raw -671659.465250 + Penalty 1684.516494 = -669974.948756 nChanged 205 SP:Iteration 11Q (9379.842796 sec): 3 clusters Score: Raw -671803.882754 + Penalty 1684.516494 = -670119.366260 nChanged 167 SP:Iteration 12Q (9379.897844 sec): 3 clusters Score: Raw -671894.068500 + Penalty 1684.516494 = -670209.552006 nChanged 127 SP:Iteration 13Q (9379.947358 sec): 3 clusters Score: Raw -671953.473405 + Penalty 1684.516494 = -670268.956910 nChanged 96 SP:Iteration 14Q (9379.996960 sec): 3 clusters Score: Raw -671995.316952 + Penalty 1684.516494 = -670310.800458 nChanged 83 SP:Iteration 15Q (9380.049913 sec): 3 clusters Score: Raw -672028.754786 + Penalty 1684.516494 = -670344.238291 nChanged 75 SP:Iteration 16Q (9380.104386 sec): 3 clusters Score: Raw -672053.960513 + Penalty 1684.516494 = -670369.444018 nChanged 64 SP:Iteration 17Q (9380.156053 sec): 3 clusters Score: Raw -672076.032513 + Penalty 1684.516494 = -670391.516018 nChanged 66 SP:Iteration 18Q (9380.201394 sec): 3 clusters Score: Raw -672106.404494 + Penalty 1684.516494 = -670421.888000 nChanged 72 SP:Iteration 19Q (9380.246924 sec): 3 clusters Score: Raw -672139.213858 + Penalty 1684.516494 = -670454.697364 nChanged 58 SP:Iteration 20F (9380.295010 sec): 3 clusters Score: Raw -672166.251701 + Penalty 1684.516494 = -670481.735207 nChanged 68 SP:Iteration 21Q (9380.343249 sec): 3 clusters Score: Raw -672190.028775 + Penalty 1684.516494 = -670505.512281 nChanged 38 SP:Iteration 22Q (9380.402133 sec): 3 clusters Score: Raw -672203.319819 + Penalty 1684.516494 = -670518.803325 nChanged 36 SP:Iteration 23Q (9380.460014 sec): 3 clusters Score: Raw -672213.962162 + Penalty 1684.516494 = -670529.445668 nChanged 25 SP:Iteration 24Q (9380.505127 sec): 3 clusters Score: Raw -672221.529925 + Penalty 1684.516494 = -670537.013431 nChanged 22 SP:Iteration 25Q (9380.560258 sec): 3 clusters Score: Raw -672228.351379 + Penalty 1684.516494 = -670543.834885 nChanged 28 SP:Iteration 26Q (9380.623604 sec): 3 clusters Score: Raw -672237.326357 + Penalty 1684.516494 = -670552.809863 nChanged 25 SP:Iteration 27Q (9380.668823 sec): 3 clusters Score: Raw -672245.745902 + Penalty 1684.516494 = -670561.229408 nChanged 19 SP:Iteration 28Q (9380.735844 sec): 3 clusters Score: Raw -672251.590487 + Penalty 1684.516494 = -670567.073993 nChanged 14 SP:Iteration 29Q (9380.780417 sec): 3 clusters Score: Raw -672255.916007 + Penalty 1684.516494 = -670571.399513 nChanged 18 SP:Iteration 30Q (9380.843697 sec): 3 clusters Score: Raw -672262.106113 + Penalty 1684.516494 = -670577.589619 nChanged 26 SP:Iteration 31Q (9380.897490 sec): 3 clusters Score: Raw -672272.796956 + Penalty 1684.516494 = -670588.280462 nChanged 21 SP:Iteration 32Q (9380.945775 sec): 3 clusters Score: Raw -672278.649617 + Penalty 1684.516494 = -670594.133123 nChanged 11 SP:Iteration 33Q (9380.996956 sec): 3 clusters Score: Raw -672282.243378 + Penalty 1684.516494 = -670597.726883 nChanged 19 SP:Iteration 34Q (9381.045934 sec): 3 clusters Score: Raw -672286.787246 + Penalty 1684.516494 = -670602.270751 nChanged 13 SP:Iteration 35Q (9381.111741 sec): 3 clusters Score: Raw -672289.818889 + Penalty 1684.516494 = -670605.302395 nChanged 8 SP:Iteration 36Q (9381.167643 sec): 3 clusters Score: Raw -672291.678496 + Penalty 1684.516494 = -670607.162002 nChanged 10 SP:Iteration 37Q (9381.213287 sec): 3 clusters Score: Raw -672293.564933 + Penalty 1684.516494 = -670609.048438 nChanged 10 SP:Iteration 38Q (9381.280494 sec): 3 clusters Score: Raw -672295.391320 + Penalty 1684.516494 = -670610.874825 nChanged 5 SP:Iteration 39Q (9381.326506 sec): 3 clusters Score: Raw -672296.058261 + Penalty 1684.516494 = -670611.541766 nChanged 3 SP:Iteration 40F (9381.392669 sec): 3 clusters Score: Raw -672296.520861 + Penalty 1684.516494 = -670612.004367 nChanged 4 SP:Iteration 41Q (9381.437572 sec): 3 clusters Score: Raw -672297.892743 + Penalty 1684.516494 = -670613.376249 nChanged 7 SP:Iteration 42Q (9381.490860 sec): 3 clusters Score: Raw -672300.556770 + Penalty 1684.516494 = -670616.040276 nChanged 10 SP:Iteration 43Q (9381.556111 sec): 3 clusters Score: Raw -672303.870817 + Penalty 1684.516494 = -670619.354323 nChanged 10 SP:Iteration 44Q (9381.605565 sec): 3 clusters Score: Raw -672307.205177 + Penalty 1684.516494 = -670622.688683 nChanged 7 SP:Iteration 45Q (9381.661393 sec): 3 clusters Score: Raw -672309.377681 + Penalty 1684.516494 = -670624.861187 nChanged 6 SP:Iteration 46Q (9381.716720 sec): 3 clusters Score: Raw -672310.465925 + Penalty 1684.516494 = -670625.949431 nChanged 7 SP:Iteration 47Q (9381.769397 sec): 3 clusters Score: Raw -672313.291960 + Penalty 1684.516494 = -670628.775466 nChanged 12 SP:Iteration 48Q (9381.823119 sec): 3 clusters Score: Raw -672317.241629 + Penalty 1684.516494 = -670632.725135 nChanged 11 SP:Iteration 49Q (9381.860462 sec): 3 clusters Score: Raw -672322.066186 + Penalty 1684.516494 = -670637.549691 nChanged 9 SP:Iteration 50Q (9381.918537 sec): 3 clusters Score: Raw -672325.488783 + Penalty 1684.516494 = -670640.972289 nChanged 9 SP:Iteration 51Q (9381.967594 sec): 3 clusters Score: Raw -672328.135981 + Penalty 1684.516494 = -670643.619487 nChanged 12 SP:Iteration 52Q (9382.013453 sec): 3 clusters Score: Raw -672331.207382 + Penalty 1684.516494 = -670646.690888 nChanged 11 SP:Iteration 53Q (9382.071341 sec): 3 clusters Score: Raw -672336.345123 + Penalty 1684.516494 = -670651.828629 nChanged 11 SP:Iteration 54Q (9382.123642 sec): 3 clusters Score: Raw -672339.452060 + Penalty 1684.516494 = -670654.935566 nChanged 7 SP:Iteration 55Q (9382.174728 sec): 3 clusters Score: Raw -672341.025456 + Penalty 1684.516494 = -670656.508962 nChanged 5 SP:Iteration 56Q (9382.223938 sec): 3 clusters Score: Raw -672343.162884 + Penalty 1684.516494 = -670658.646389 nChanged 6 SP:Iteration 57Q (9382.276834 sec): 3 clusters Score: Raw -672345.376511 + Penalty 1684.516494 = -670660.860017 nChanged 5 SP:Iteration 58Q (9382.321446 sec): 3 clusters Score: Raw -672347.159349 + Penalty 1684.516494 = -670662.642855 nChanged 2 SP:Iteration 59Q (9382.372742 sec): 3 clusters Score: Raw -672347.770677 + Penalty 1684.516494 = -670663.254183 nChanged 2 SP:Iteration 60F (9382.421857 sec): 3 clusters Score: Raw -672348.307548 + Penalty 1684.516494 = -670663.791053 nChanged 2 SP:Iteration 61Q (9382.479869 sec): 3 clusters Score: Raw -672348.861006 + Penalty 1684.516494 = -670664.344512 nChanged 2 SP:Iteration 62Q (9382.524071 sec): 3 clusters Score: Raw -672349.380491 + Penalty 1684.516494 = -670664.863997 nChanged 5 SP:Iteration 63Q (9382.577343 sec): 3 clusters Score: Raw -672350.374606 + Penalty 1684.516494 = -670665.858112 nChanged 3 SP:Iteration 64Q (9382.630162 sec): 3 clusters Score: Raw -672351.273987 + Penalty 1684.516494 = -670666.757492 nChanged 3 SP:Iteration 65Q (9382.678012 sec): 3 clusters Score: Raw -672352.309690 + Penalty 1684.516494 = -670667.793195 nChanged 6 SP:Iteration 66Q (9382.734263 sec): 3 clusters Score: Raw -672356.289680 + Penalty 1684.516494 = -670671.773186 nChanged 7 SP:Iteration 67Q (9382.788715 sec): 3 clusters Score: Raw -672359.112617 + Penalty 1684.516494 = -670674.596123 nChanged 5 SP:Iteration 68Q (9382.843770 sec): 3 clusters Score: Raw -672363.307831 + Penalty 1684.516494 = -670678.791337 nChanged 12 SP:Iteration 69Q (9382.893144 sec): 3 clusters Score: Raw -672370.987938 + Penalty 1684.516494 = -670686.471444 nChanged 12 SP:Iteration 70Q (9382.939849 sec): 3 clusters Score: Raw -672377.146042 + Penalty 1684.516494 = -670692.629547 nChanged 10 SP:Iteration 71Q (9382.993400 sec): 3 clusters Score: Raw -672382.433473 + Penalty 1684.516494 = -670697.916979 nChanged 7 SP:Iteration 72Q (9383.048059 sec): 3 clusters Score: Raw -672387.870860 + Penalty 1684.516494 = -670703.354366 nChanged 3 SP:Iteration 73Q (9383.103698 sec): 3 clusters Score: Raw -672389.583939 + Penalty 1684.516494 = -670705.067444 nChanged 5 SP:Iteration 74Q (9383.160052 sec): 3 clusters Score: Raw -672390.811970 + Penalty 1684.516494 = -670706.295476 nChanged 1 SP:Iteration 75Q (9383.215000 sec): 3 clusters Score: Raw -672391.086250 + Penalty 1684.516494 = -670706.569755 nChanged 0 SP:Iteration 76F (9383.230849 sec): 3 clusters Score: Raw -672391.086250 + Penalty 1684.516494 = -670706.569755 nChanged 0 Iteration 659Q (9392.765142 sec): 42 clusters Score: Raw -89568802.510958 + Penalty 53737.232514 = -89515065.278445 nChanged 15 Iteration 660F (9412.164299 sec): 42 clusters Score: Raw -89568802.714949 + Penalty 53737.232514 = -89515065.482435 nChanged 20 Iteration 661Q (9421.260131 sec): 42 clusters Score: Raw -89568803.026733 + Penalty 53737.232514 = -89515065.794219 nChanged 18 Iteration 662Q (9430.800524 sec): 42 clusters Score: Raw -89568803.195757 + Penalty 53737.232514 = -89515065.963243 nChanged 13 Iteration 663Q (9440.515220 sec): 42 clusters Score: Raw -89568803.274512 + Penalty 53737.232514 = -89515066.041998 nChanged 11 Iteration 664Q (9450.183761 sec): 42 clusters Score: Raw -89568803.416158 + Penalty 53737.232514 = -89515066.183644 nChanged 8 Iteration 665Q (9459.666824 sec): 42 clusters Score: Raw -89568803.466058 + Penalty 53737.232514 = -89515066.233544 nChanged 8 Iteration 666Q (9468.437442 sec): 42 clusters Score: Raw -89568803.527509 + Penalty 53737.232514 = -89515066.294995 nChanged 10 Iteration 667Q (9477.498601 sec): 42 clusters Score: Raw -89568803.618856 + Penalty 53737.232514 = -89515066.386343 nChanged 15 Iteration 668Q (9486.326956 sec): 42 clusters Score: Raw -89568803.701406 + Penalty 53737.232514 = -89515066.468892 nChanged 8 Iteration 669Q (9495.647247 sec): 42 clusters Score: Raw -89568803.748317 + Penalty 53737.232514 = -89515066.515803 nChanged 8 Iteration 670Q (9505.148880 sec): 42 clusters Score: Raw -89568803.779586 + Penalty 53737.232514 = -89515066.547072 nChanged 6 Iteration 671Q (9514.810189 sec): 42 clusters Score: Raw -89568803.806420 + Penalty 53737.232514 = -89515066.573906 nChanged 5 Iteration 672Q (9524.371974 sec): 42 clusters Score: Raw -89568803.848385 + Penalty 53737.232514 = -89515066.615871 nChanged 5 Iteration 673Q (9533.532691 sec): 42 clusters Score: Raw -89568803.896798 + Penalty 53737.232514 = -89515066.664284 nChanged 6 Iteration 674Q (9542.563934 sec): 42 clusters Score: Raw -89568803.947045 + Penalty 53737.232514 = -89515066.714531 nChanged 6 Iteration 675Q (9551.990732 sec): 42 clusters Score: Raw -89568804.021917 + Penalty 53737.232514 = -89515066.789403 nChanged 7 Iteration 676Q (9561.468702 sec): 42 clusters Score: Raw -89568804.117845 + Penalty 53737.232514 = -89515066.885331 nChanged 6 Iteration 677Q (9571.120396 sec): 42 clusters Score: Raw -89568804.241355 + Penalty 53737.232514 = -89515067.008841 nChanged 7 Iteration 678Q (9580.640969 sec): 42 clusters Score: Raw -89568804.319372 + Penalty 53737.232514 = -89515067.086858 nChanged 5 Iteration 679Q (9589.752699 sec): 42 clusters Score: Raw -89568804.353182 + Penalty 53737.232514 = -89515067.120668 nChanged 5 Iteration 680F (9609.028120 sec): 42 clusters Score: Raw -89568804.374299 + Penalty 53737.232514 = -89515067.141785 nChanged 2 Iteration 681Q (9618.687608 sec): 42 clusters Score: Raw -89568804.379538 + Penalty 53737.232514 = -89515067.147024 nChanged 0 Iteration 682F (9638.017602 sec): 42 clusters Score: Raw -89568804.379538 + Penalty 53737.232514 = -89515067.147024 nChanged 0 Compute initial score before splitting: Score: Raw -89568804.379538 + Penalty 53737.232514 = -89515067.147024 Trying to split cluster 1 (936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9638.184033 sec): 2 clusters Score: Raw -95413.723021 + Penalty 649.953470 = -94763.769550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9638.216453 sec): 3 clusters Score: Raw -95040.258821 + Penalty 1299.906941 = -93740.351880 nChanged 291 SP:Iteration 1F (9638.273678 sec): 3 clusters Score: Raw -95237.017208 + Penalty 1299.906941 = -93937.110267 nChanged 66 SP:Iteration 2F (9638.309214 sec): 3 clusters Score: Raw -95295.861998 + Penalty 1299.906941 = -93995.955057 nChanged 44 SP:Iteration 3Q (9638.359583 sec): 3 clusters Score: Raw -95329.460345 + Penalty 1299.906941 = -94029.553404 nChanged 34 SP:Iteration 4Q (9638.411861 sec): 3 clusters Score: Raw -95362.383062 + Penalty 1299.906941 = -94062.476121 nChanged 22 SP:Iteration 5Q (9638.458934 sec): 3 clusters Score: Raw -95376.142337 + Penalty 1299.906941 = -94076.235396 nChanged 17 SP:Iteration 6Q (9638.507201 sec): 3 clusters Score: Raw -95385.137899 + Penalty 1299.906941 = -94085.230959 nChanged 8 SP:Iteration 7Q (9638.540822 sec): 3 clusters Score: Raw -95391.222978 + Penalty 1299.906941 = -94091.316037 nChanged 6 SP:Iteration 8Q (9638.585839 sec): 3 clusters Score: Raw -95394.602794 + Penalty 1299.906941 = -94094.695853 nChanged 4 SP:Iteration 9Q (9638.641633 sec): 3 clusters Score: Raw -95397.696974 + Penalty 1299.906941 = -94097.790034 nChanged 2 SP:Iteration 10Q (9638.690038 sec): 3 clusters Score: Raw -95400.076644 + Penalty 1299.906941 = -94100.169703 nChanged 4 SP:Iteration 11Q (9638.727091 sec): 3 clusters Score: Raw -95402.501122 + Penalty 1299.906941 = -94102.594181 nChanged 6 SP:Iteration 12Q (9638.770598 sec): 3 clusters Score: Raw -95405.613475 + Penalty 1299.906941 = -94105.706534 nChanged 3 SP:Iteration 13Q (9638.815801 sec): 3 clusters Score: Raw -95406.907819 + Penalty 1299.906941 = -94107.000878 nChanged 1 SP:Iteration 14Q (9638.863138 sec): 3 clusters Score: Raw -95407.025065 + Penalty 1299.906941 = -94107.118124 nChanged 0 SP:Iteration 15F (9638.908169 sec): 3 clusters Score: Raw -95407.025065 + Penalty 1299.906941 = -94107.118124 nChanged 0 Trying to split cluster 2 (4255 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9638.948535 sec): 2 clusters Score: Raw -391207.219888 + Penalty 793.805754 = -390413.414134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9638.995150 sec): 3 clusters Score: Raw -388900.446302 + Penalty 1587.611508 = -387312.834794 nChanged 1777 SP:Iteration 1F (9639.041516 sec): 3 clusters Score: Raw -390013.266108 + Penalty 1587.611508 = -388425.654601 nChanged 266 SP:Iteration 2F (9639.089571 sec): 3 clusters Score: Raw -390167.859006 + Penalty 1587.611508 = -388580.247499 nChanged 234 SP:Iteration 3F (9639.133918 sec): 3 clusters Score: Raw -390330.098929 + Penalty 1587.611508 = -388742.487421 nChanged 230 SP:Iteration 4F (9639.197941 sec): 3 clusters Score: Raw -390491.005513 + Penalty 1587.611508 = -388903.394005 nChanged 228 SP:Iteration 5F (9639.246165 sec): 3 clusters Score: Raw -390684.210257 + Penalty 1587.611508 = -389096.598749 nChanged 224 SP:Iteration 6F (9639.280394 sec): 3 clusters Score: Raw -390841.171974 + Penalty 1587.611508 = -389253.560466 nChanged 197 SP:Iteration 7Q (9639.328228 sec): 3 clusters Score: Raw -390980.057903 + Penalty 1587.611508 = -389392.446395 nChanged 169 SP:Iteration 8Q (9639.371849 sec): 3 clusters Score: Raw -391096.644066 + Penalty 1587.611508 = -389509.032558 nChanged 126 SP:Iteration 9Q (9639.424444 sec): 3 clusters Score: Raw -391170.389081 + Penalty 1587.611508 = -389582.777573 nChanged 101 SP:Iteration 10Q (9639.476977 sec): 3 clusters Score: Raw -391220.994876 + Penalty 1587.611508 = -389633.383368 nChanged 73 SP:Iteration 11Q (9639.522365 sec): 3 clusters Score: Raw -391257.153581 + Penalty 1587.611508 = -389669.542074 nChanged 66 SP:Iteration 12Q (9639.578734 sec): 3 clusters Score: Raw -391298.739006 + Penalty 1587.611508 = -389711.127498 nChanged 64 SP:Iteration 13Q (9639.614500 sec): 3 clusters Score: Raw -391337.572807 + Penalty 1587.611508 = -389749.961299 nChanged 60 SP:Iteration 14Q (9639.659882 sec): 3 clusters Score: Raw -391369.043867 + Penalty 1587.611508 = -389781.432359 nChanged 47 SP:Iteration 15Q (9639.718366 sec): 3 clusters Score: Raw -391390.162135 + Penalty 1587.611508 = -389802.550627 nChanged 35 SP:Iteration 16Q (9639.775565 sec): 3 clusters Score: Raw -391404.467603 + Penalty 1587.611508 = -389816.856095 nChanged 32 SP:Iteration 17Q (9639.828846 sec): 3 clusters Score: Raw -391418.185356 + Penalty 1587.611508 = -389830.573848 nChanged 37 SP:Iteration 18Q (9639.872093 sec): 3 clusters Score: Raw -391440.531936 + Penalty 1587.611508 = -389852.920428 nChanged 30 SP:Iteration 19Q (9639.925116 sec): 3 clusters Score: Raw -391456.796492 + Penalty 1587.611508 = -389869.184984 nChanged 27 SP:Iteration 20F (9639.960181 sec): 3 clusters Score: Raw -391472.089169 + Penalty 1587.611508 = -389884.477662 nChanged 18 SP:Iteration 21Q (9639.975469 sec): 3 clusters Score: Raw -391484.644321 + Penalty 1587.611508 = -389897.032813 nChanged 23 SP:Iteration 22Q (9639.990374 sec): 3 clusters Score: Raw -391501.528094 + Penalty 1587.611508 = -389913.916586 nChanged 18 SP:Iteration 23Q (9640.038866 sec): 3 clusters Score: Raw -391509.739581 + Penalty 1587.611508 = -389922.128073 nChanged 16 SP:Iteration 24Q (9640.085374 sec): 3 clusters Score: Raw -391520.066370 + Penalty 1587.611508 = -389932.454863 nChanged 12 SP:Iteration 25Q (9640.135879 sec): 3 clusters Score: Raw -391526.490932 + Penalty 1587.611508 = -389938.879425 nChanged 14 SP:Iteration 26Q (9640.197326 sec): 3 clusters Score: Raw -391533.468189 + Penalty 1587.611508 = -389945.856681 nChanged 13 SP:Iteration 27Q (9640.238481 sec): 3 clusters Score: Raw -391538.659615 + Penalty 1587.611508 = -389951.048108 nChanged 12 SP:Iteration 28Q (9640.297237 sec): 3 clusters Score: Raw -391543.122426 + Penalty 1587.611508 = -389955.510918 nChanged 16 SP:Iteration 29Q (9640.332906 sec): 3 clusters Score: Raw -391549.589321 + Penalty 1587.611508 = -389961.977813 nChanged 9 SP:Iteration 30Q (9640.388357 sec): 3 clusters Score: Raw -391552.258275 + Penalty 1587.611508 = -389964.646767 nChanged 6 SP:Iteration 31Q (9640.432312 sec): 3 clusters Score: Raw -391554.023026 + Penalty 1587.611508 = -389966.411518 nChanged 5 SP:Iteration 32Q (9640.481840 sec): 3 clusters Score: Raw -391555.029559 + Penalty 1587.611508 = -389967.418051 nChanged 2 SP:Iteration 33Q (9640.543041 sec): 3 clusters Score: Raw -391555.596379 + Penalty 1587.611508 = -389967.984871 nChanged 1 SP:Iteration 34Q (9640.584153 sec): 3 clusters Score: Raw -391555.710112 + Penalty 1587.611508 = -389968.098604 nChanged 2 SP:Iteration 35Q (9640.645058 sec): 3 clusters Score: Raw -391555.941211 + Penalty 1587.611508 = -389968.329703 nChanged 1 SP:Iteration 36Q (9640.698377 sec): 3 clusters Score: Raw -391556.187982 + Penalty 1587.611508 = -389968.576474 nChanged 3 SP:Iteration 37Q (9640.747940 sec): 3 clusters Score: Raw -391557.047322 + Penalty 1587.611508 = -389969.435815 nChanged 2 SP:Iteration 38Q (9640.789504 sec): 3 clusters Score: Raw -391557.470287 + Penalty 1587.611508 = -389969.858779 nChanged 4 SP:Iteration 39Q (9640.848736 sec): 3 clusters Score: Raw -391558.220730 + Penalty 1587.611508 = -389970.609222 nChanged 1 SP:Iteration 40F (9640.896910 sec): 3 clusters Score: Raw -391558.341184 + Penalty 1587.611508 = -389970.729676 nChanged 0 Trying to split cluster 3 (49409 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9640.975326 sec): 2 clusters Score: Raw -4391273.661176 + Penalty 1026.749348 = -4390246.911828 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9641.081882 sec): 3 clusters Score: Raw -4359375.474933 + Penalty 2053.498696 = -4357321.976237 nChanged 23597 SP:Iteration 1F (9641.184013 sec): 3 clusters Score: Raw -4373834.264764 + Penalty 2053.498696 = -4371780.766068 nChanged 2557 SP:Iteration 2F (9641.286337 sec): 3 clusters Score: Raw -4375004.334223 + Penalty 2053.498696 = -4372950.835527 nChanged 2963 SP:Iteration 3F (9641.394740 sec): 3 clusters Score: Raw -4376641.884237 + Penalty 2053.498696 = -4374588.385541 nChanged 3270 SP:Iteration 4F (9641.500466 sec): 3 clusters Score: Raw -4378777.685309 + Penalty 2053.498696 = -4376724.186613 nChanged 3217 SP:Iteration 5F (9641.603908 sec): 3 clusters Score: Raw -4381239.322593 + Penalty 2053.498696 = -4379185.823897 nChanged 2964 SP:Iteration 6F (9641.708774 sec): 3 clusters Score: Raw -4383695.752043 + Penalty 2053.498696 = -4381642.253347 nChanged 2348 SP:Iteration 7Q (9641.816983 sec): 3 clusters Score: Raw -4385632.820917 + Penalty 2053.498696 = -4383579.322221 nChanged 1803 SP:Iteration 8Q (9641.926669 sec): 3 clusters Score: Raw -4387024.659167 + Penalty 2053.498696 = -4384971.160471 nChanged 1329 SP:Iteration 9Q (9642.022883 sec): 3 clusters Score: Raw -4387931.216286 + Penalty 2053.498696 = -4385877.717590 nChanged 1071 SP:Iteration 10Q (9642.126671 sec): 3 clusters Score: Raw -4388621.362029 + Penalty 2053.498696 = -4386567.863334 nChanged 883 SP:Iteration 11Q (9642.226323 sec): 3 clusters Score: Raw -4389155.394643 + Penalty 2053.498696 = -4387101.895947 nChanged 767 SP:Iteration 12Q (9642.326111 sec): 3 clusters Score: Raw -4389646.234278 + Penalty 2053.498696 = -4387592.735582 nChanged 696 SP:Iteration 13Q (9642.425861 sec): 3 clusters Score: Raw -4390097.146522 + Penalty 2053.498696 = -4388043.647827 nChanged 558 SP:Iteration 14Q (9642.524589 sec): 3 clusters Score: Raw -4390451.126301 + Penalty 2053.498696 = -4388397.627605 nChanged 444 SP:Iteration 15Q (9642.621157 sec): 3 clusters Score: Raw -4390719.081524 + Penalty 2053.498696 = -4388665.582828 nChanged 370 SP:Iteration 16Q (9642.713943 sec): 3 clusters Score: Raw -4390948.635052 + Penalty 2053.498696 = -4388895.136356 nChanged 299 SP:Iteration 17Q (9642.808914 sec): 3 clusters Score: Raw -4391145.655947 + Penalty 2053.498696 = -4389092.157251 nChanged 227 SP:Iteration 18Q (9642.904878 sec): 3 clusters Score: Raw -4391279.624456 + Penalty 2053.498696 = -4389226.125760 nChanged 178 SP:Iteration 19Q (9643.000412 sec): 3 clusters Score: Raw -4391363.097017 + Penalty 2053.498696 = -4389309.598322 nChanged 139 SP:Iteration 20F (9643.099962 sec): 3 clusters Score: Raw -4391426.118301 + Penalty 2053.498696 = -4389372.619605 nChanged 109 SP:Iteration 21Q (9643.190546 sec): 3 clusters Score: Raw -4391476.019852 + Penalty 2053.498696 = -4389422.521156 nChanged 100 SP:Iteration 22Q (9643.274690 sec): 3 clusters Score: Raw -4391515.596546 + Penalty 2053.498696 = -4389462.097850 nChanged 70 SP:Iteration 23Q (9643.352865 sec): 3 clusters Score: Raw -4391545.757124 + Penalty 2053.498696 = -4389492.258428 nChanged 49 SP:Iteration 24Q (9643.450132 sec): 3 clusters Score: Raw -4391566.502557 + Penalty 2053.498696 = -4389513.003861 nChanged 50 SP:Iteration 25Q (9643.544388 sec): 3 clusters Score: Raw -4391585.603924 + Penalty 2053.498696 = -4389532.105228 nChanged 47 SP:Iteration 26Q (9643.640833 sec): 3 clusters Score: Raw -4391603.533921 + Penalty 2053.498696 = -4389550.035226 nChanged 39 SP:Iteration 27Q (9643.741972 sec): 3 clusters Score: Raw -4391615.342439 + Penalty 2053.498696 = -4389561.843743 nChanged 24 SP:Iteration 28Q (9643.842818 sec): 3 clusters Score: Raw -4391622.725432 + Penalty 2053.498696 = -4389569.226736 nChanged 20 SP:Iteration 29Q (9643.938731 sec): 3 clusters Score: Raw -4391628.476251 + Penalty 2053.498696 = -4389574.977555 nChanged 21 SP:Iteration 30Q (9644.033232 sec): 3 clusters Score: Raw -4391634.176455 + Penalty 2053.498696 = -4389580.677759 nChanged 18 SP:Iteration 31Q (9644.129644 sec): 3 clusters Score: Raw -4391641.568456 + Penalty 2053.498696 = -4389588.069760 nChanged 17 SP:Iteration 32Q (9644.232929 sec): 3 clusters Score: Raw -4391645.962723 + Penalty 2053.498696 = -4389592.464027 nChanged 15 SP:Iteration 33Q (9644.343563 sec): 3 clusters Score: Raw -4391651.671861 + Penalty 2053.498696 = -4389598.173165 nChanged 13 SP:Iteration 34Q (9644.444027 sec): 3 clusters Score: Raw -4391656.156531 + Penalty 2053.498696 = -4389602.657835 nChanged 13 SP:Iteration 35Q (9644.544587 sec): 3 clusters Score: Raw -4391660.201397 + Penalty 2053.498696 = -4389606.702701 nChanged 20 SP:Iteration 36Q (9644.646425 sec): 3 clusters Score: Raw -4391665.978549 + Penalty 2053.498696 = -4389612.479853 nChanged 12 SP:Iteration 37Q (9644.747913 sec): 3 clusters Score: Raw -4391669.923856 + Penalty 2053.498696 = -4389616.425161 nChanged 11 SP:Iteration 38Q (9644.846313 sec): 3 clusters Score: Raw -4391673.426511 + Penalty 2053.498696 = -4389619.927815 nChanged 6 SP:Iteration 39Q (9644.943669 sec): 3 clusters Score: Raw -4391675.420601 + Penalty 2053.498696 = -4389621.921905 nChanged 7 SP:Iteration 40F (9645.052640 sec): 3 clusters Score: Raw -4391676.989201 + Penalty 2053.498696 = -4389623.490505 nChanged 7 SP:Iteration 41Q (9645.154590 sec): 3 clusters Score: Raw -4391678.449615 + Penalty 2053.498696 = -4389624.950919 nChanged 5 SP:Iteration 42Q (9645.256580 sec): 3 clusters Score: Raw -4391679.974741 + Penalty 2053.498696 = -4389626.476045 nChanged 3 SP:Iteration 43Q (9645.357809 sec): 3 clusters Score: Raw -4391680.285634 + Penalty 2053.498696 = -4389626.786938 nChanged 2 SP:Iteration 44Q (9645.459262 sec): 3 clusters Score: Raw -4391680.420190 + Penalty 2053.498696 = -4389626.921494 nChanged 1 SP:Iteration 45Q (9645.559613 sec): 3 clusters Score: Raw -4391680.492648 + Penalty 2053.498696 = -4389626.993952 nChanged 0 SP:Iteration 46F (9645.658264 sec): 3 clusters Score: Raw -4391680.492648 + Penalty 2053.498696 = -4389626.993952 nChanged 0 Trying to split cluster 4 (18884 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9645.711292 sec): 2 clusters Score: Raw -1808335.644002 + Penalty 935.376677 = -1807400.267325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9645.770865 sec): 3 clusters Score: Raw -1796478.682980 + Penalty 1870.753354 = -1794607.929626 nChanged 8842 SP:Iteration 1F (9645.849720 sec): 3 clusters Score: Raw -1801574.580918 + Penalty 1870.753354 = -1799703.827564 nChanged 900 SP:Iteration 2Q (9645.919748 sec): 3 clusters Score: Raw -1801862.627768 + Penalty 1870.753354 = -1799991.874415 nChanged 823 SP:Iteration 3Q (9645.982432 sec): 3 clusters Score: Raw -1802145.879457 + Penalty 1870.753354 = -1800275.126103 nChanged 799 SP:Iteration 4Q (9646.054425 sec): 3 clusters Score: Raw -1802432.738864 + Penalty 1870.753354 = -1800561.985511 nChanged 809 SP:Iteration 5Q (9646.135382 sec): 3 clusters Score: Raw -1802765.301159 + Penalty 1870.753354 = -1800894.547805 nChanged 853 SP:Iteration 6Q (9646.201739 sec): 3 clusters Score: Raw -1803188.837873 + Penalty 1870.753354 = -1801318.084520 nChanged 962 SP:Iteration 7F (9646.266010 sec): 3 clusters Score: Raw -1803772.363189 + Penalty 1870.753354 = -1801901.609835 nChanged 1032 SP:Iteration 8F (9646.329755 sec): 3 clusters Score: Raw -1804495.634064 + Penalty 1870.753354 = -1802624.880711 nChanged 1051 SP:Iteration 9F (9646.402215 sec): 3 clusters Score: Raw -1805271.251570 + Penalty 1870.753354 = -1803400.498217 nChanged 959 SP:Iteration 10F (9646.469603 sec): 3 clusters Score: Raw -1805901.444246 + Penalty 1870.753354 = -1804030.690892 nChanged 749 SP:Iteration 11Q (9646.549611 sec): 3 clusters Score: Raw -1806282.740950 + Penalty 1870.753354 = -1804411.987596 nChanged 504 SP:Iteration 12Q (9646.609661 sec): 3 clusters Score: Raw -1806481.680761 + Penalty 1870.753354 = -1804610.927407 nChanged 368 SP:Iteration 13Q (9646.687299 sec): 3 clusters Score: Raw -1806592.078901 + Penalty 1870.753354 = -1804721.325547 nChanged 284 SP:Iteration 14Q (9646.757078 sec): 3 clusters Score: Raw -1806666.162079 + Penalty 1870.753354 = -1804795.408725 nChanged 207 SP:Iteration 15Q (9646.829885 sec): 3 clusters Score: Raw -1806704.882763 + Penalty 1870.753354 = -1804834.129409 nChanged 149 SP:Iteration 16Q (9646.899397 sec): 3 clusters Score: Raw -1806733.900619 + Penalty 1870.753354 = -1804863.147265 nChanged 139 SP:Iteration 17Q (9646.967937 sec): 3 clusters Score: Raw -1806758.421805 + Penalty 1870.753354 = -1804887.668452 nChanged 109 SP:Iteration 18Q (9647.041281 sec): 3 clusters Score: Raw -1806778.791721 + Penalty 1870.753354 = -1804908.038368 nChanged 135 SP:Iteration 19Q (9647.102337 sec): 3 clusters Score: Raw -1806799.846969 + Penalty 1870.753354 = -1804929.093616 nChanged 118 SP:Iteration 20F (9647.180689 sec): 3 clusters Score: Raw -1806819.626238 + Penalty 1870.753354 = -1804948.872885 nChanged 113 SP:Iteration 21Q (9647.242505 sec): 3 clusters Score: Raw -1806837.284913 + Penalty 1870.753354 = -1804966.531559 nChanged 96 SP:Iteration 22Q (9647.315254 sec): 3 clusters Score: Raw -1806848.840922 + Penalty 1870.753354 = -1804978.087568 nChanged 85 SP:Iteration 23Q (9647.384306 sec): 3 clusters Score: Raw -1806858.502035 + Penalty 1870.753354 = -1804987.748681 nChanged 68 SP:Iteration 24Q (9647.459072 sec): 3 clusters Score: Raw -1806865.873730 + Penalty 1870.753354 = -1804995.120377 nChanged 68 SP:Iteration 25Q (9647.523459 sec): 3 clusters Score: Raw -1806873.615013 + Penalty 1870.753354 = -1805002.861660 nChanged 61 SP:Iteration 26Q (9647.592474 sec): 3 clusters Score: Raw -1806878.544991 + Penalty 1870.753354 = -1805007.791638 nChanged 47 SP:Iteration 27Q (9647.666417 sec): 3 clusters Score: Raw -1806881.493689 + Penalty 1870.753354 = -1805010.740335 nChanged 36 SP:Iteration 28Q (9647.734234 sec): 3 clusters Score: Raw -1806883.608315 + Penalty 1870.753354 = -1805012.854962 nChanged 29 SP:Iteration 29Q (9647.797527 sec): 3 clusters Score: Raw -1806885.544277 + Penalty 1870.753354 = -1805014.790923 nChanged 38 SP:Iteration 30Q (9647.863560 sec): 3 clusters Score: Raw -1806888.219202 + Penalty 1870.753354 = -1805017.465848 nChanged 32 SP:Iteration 31Q (9647.929526 sec): 3 clusters Score: Raw -1806890.512550 + Penalty 1870.753354 = -1805019.759197 nChanged 24 SP:Iteration 32Q (9647.995705 sec): 3 clusters Score: Raw -1806891.872452 + Penalty 1870.753354 = -1805021.119099 nChanged 20 SP:Iteration 33Q (9648.067688 sec): 3 clusters Score: Raw -1806893.018522 + Penalty 1870.753354 = -1805022.265169 nChanged 23 SP:Iteration 34Q (9648.136537 sec): 3 clusters Score: Raw -1806894.635441 + Penalty 1870.753354 = -1805023.882088 nChanged 22 SP:Iteration 35Q (9648.207293 sec): 3 clusters Score: Raw -1806896.196951 + Penalty 1870.753354 = -1805025.443597 nChanged 23 SP:Iteration 36Q (9648.281078 sec): 3 clusters Score: Raw -1806897.818538 + Penalty 1870.753354 = -1805027.065185 nChanged 36 SP:Iteration 37Q (9648.348655 sec): 3 clusters Score: Raw -1806901.064883 + Penalty 1870.753354 = -1805030.311530 nChanged 39 SP:Iteration 38Q (9648.408251 sec): 3 clusters Score: Raw -1806904.229032 + Penalty 1870.753354 = -1805033.475679 nChanged 40 SP:Iteration 39Q (9648.479027 sec): 3 clusters Score: Raw -1806907.618371 + Penalty 1870.753354 = -1805036.865017 nChanged 38 SP:Iteration 40F (9648.554627 sec): 3 clusters Score: Raw -1806912.083494 + Penalty 1870.753354 = -1805041.330140 nChanged 42 SP:Iteration 41Q (9648.628440 sec): 3 clusters Score: Raw -1806915.269329 + Penalty 1870.753354 = -1805044.515976 nChanged 43 SP:Iteration 42Q (9648.695448 sec): 3 clusters Score: Raw -1806918.982039 + Penalty 1870.753354 = -1805048.228685 nChanged 46 SP:Iteration 43Q (9648.765400 sec): 3 clusters Score: Raw -1806922.932108 + Penalty 1870.753354 = -1805052.178755 nChanged 50 SP:Iteration 44Q (9648.832062 sec): 3 clusters Score: Raw -1806927.034406 + Penalty 1870.753354 = -1805056.281052 nChanged 45 SP:Iteration 45Q (9648.901890 sec): 3 clusters Score: Raw -1806930.675424 + Penalty 1870.753354 = -1805059.922070 nChanged 54 SP:Iteration 46Q (9648.972119 sec): 3 clusters Score: Raw -1806935.223384 + Penalty 1870.753354 = -1805064.470030 nChanged 52 SP:Iteration 47Q (9649.033355 sec): 3 clusters Score: Raw -1806939.342053 + Penalty 1870.753354 = -1805068.588700 nChanged 46 SP:Iteration 48Q (9649.103473 sec): 3 clusters Score: Raw -1806942.259068 + Penalty 1870.753354 = -1805071.505714 nChanged 31 SP:Iteration 49Q (9649.163762 sec): 3 clusters Score: Raw -1806944.040005 + Penalty 1870.753354 = -1805073.286651 nChanged 29 SP:Iteration 50Q (9649.233503 sec): 3 clusters Score: Raw -1806945.705729 + Penalty 1870.753354 = -1805074.952375 nChanged 30 SP:Iteration 51Q (9649.303421 sec): 3 clusters Score: Raw -1806948.099385 + Penalty 1870.753354 = -1805077.346031 nChanged 41 SP:Iteration 52Q (9649.365719 sec): 3 clusters Score: Raw -1806951.931711 + Penalty 1870.753354 = -1805081.178358 nChanged 49 SP:Iteration 53Q (9649.436028 sec): 3 clusters Score: Raw -1806956.914109 + Penalty 1870.753354 = -1805086.160755 nChanged 70 SP:Iteration 54Q (9649.499680 sec): 3 clusters Score: Raw -1806965.183357 + Penalty 1870.753354 = -1805094.430004 nChanged 90 SP:Iteration 55Q (9649.570104 sec): 3 clusters Score: Raw -1806976.253174 + Penalty 1870.753354 = -1805105.499820 nChanged 93 SP:Iteration 56Q (9649.640167 sec): 3 clusters Score: Raw -1806990.244518 + Penalty 1870.753354 = -1805119.491164 nChanged 96 SP:Iteration 57Q (9649.701297 sec): 3 clusters Score: Raw -1807006.827145 + Penalty 1870.753354 = -1805136.073792 nChanged 115 SP:Iteration 58Q (9649.767594 sec): 3 clusters Score: Raw -1807024.895195 + Penalty 1870.753354 = -1805154.141841 nChanged 131 SP:Iteration 59Q (9649.837926 sec): 3 clusters Score: Raw -1807048.169517 + Penalty 1870.753354 = -1805177.416164 nChanged 124 SP:Iteration 60F (9649.908055 sec): 3 clusters Score: Raw -1807067.486349 + Penalty 1870.753354 = -1805196.732995 nChanged 106 SP:Iteration 61Q (9649.978379 sec): 3 clusters Score: Raw -1807084.496479 + Penalty 1870.753354 = -1805213.743125 nChanged 126 SP:Iteration 62Q (9650.038793 sec): 3 clusters Score: Raw -1807106.842344 + Penalty 1870.753354 = -1805236.088991 nChanged 131 SP:Iteration 63Q (9650.107092 sec): 3 clusters Score: Raw -1807130.859346 + Penalty 1870.753354 = -1805260.105992 nChanged 119 SP:Iteration 64Q (9650.182736 sec): 3 clusters Score: Raw -1807153.911755 + Penalty 1870.753354 = -1805283.158402 nChanged 133 SP:Iteration 65Q (9650.240900 sec): 3 clusters Score: Raw -1807176.085059 + Penalty 1870.753354 = -1805305.331705 nChanged 141 SP:Iteration 66Q (9650.303726 sec): 3 clusters Score: Raw -1807200.058754 + Penalty 1870.753354 = -1805329.305401 nChanged 139 SP:Iteration 67Q (9650.374641 sec): 3 clusters Score: Raw -1807226.038847 + Penalty 1870.753354 = -1805355.285493 nChanged 147 SP:Iteration 68Q (9650.434685 sec): 3 clusters Score: Raw -1807257.008864 + Penalty 1870.753354 = -1805386.255510 nChanged 160 SP:Iteration 69Q (9650.509637 sec): 3 clusters Score: Raw -1807288.881925 + Penalty 1870.753354 = -1805418.128572 nChanged 144 SP:Iteration 70Q (9650.569501 sec): 3 clusters Score: Raw -1807320.249330 + Penalty 1870.753354 = -1805449.495977 nChanged 142 SP:Iteration 71Q (9650.640394 sec): 3 clusters Score: Raw -1807351.552877 + Penalty 1870.753354 = -1805480.799523 nChanged 133 SP:Iteration 72Q (9650.712181 sec): 3 clusters Score: Raw -1807384.787582 + Penalty 1870.753354 = -1805514.034228 nChanged 145 SP:Iteration 73Q (9650.780084 sec): 3 clusters Score: Raw -1807417.540197 + Penalty 1870.753354 = -1805546.786843 nChanged 132 SP:Iteration 74Q (9650.849619 sec): 3 clusters Score: Raw -1807444.985403 + Penalty 1870.753354 = -1805574.232049 nChanged 131 SP:Iteration 75Q (9650.918396 sec): 3 clusters Score: Raw -1807473.800243 + Penalty 1870.753354 = -1805603.046889 nChanged 136 SP:Iteration 76Q (9650.988059 sec): 3 clusters Score: Raw -1807505.463260 + Penalty 1870.753354 = -1805634.709906 nChanged 135 SP:Iteration 77Q (9651.058960 sec): 3 clusters Score: Raw -1807543.704073 + Penalty 1870.753354 = -1805672.950719 nChanged 163 SP:Iteration 78Q (9651.084145 sec): 3 clusters Score: Raw -1807593.306868 + Penalty 1870.753354 = -1805722.553515 nChanged 177 SP:Iteration 79Q (9651.164607 sec): 3 clusters Score: Raw -1807653.059070 + Penalty 1870.753354 = -1805782.305717 nChanged 174 SP:Iteration 80F (9651.234088 sec): 3 clusters Score: Raw -1807727.197712 + Penalty 1870.753354 = -1805856.444358 nChanged 199 SP:Iteration 81Q (9651.302423 sec): 3 clusters Score: Raw -1807820.262336 + Penalty 1870.753354 = -1805949.508983 nChanged 204 SP:Iteration 82Q (9651.373924 sec): 3 clusters Score: Raw -1807927.825743 + Penalty 1870.753354 = -1806057.072389 nChanged 198 SP:Iteration 83Q (9651.436070 sec): 3 clusters Score: Raw -1808034.821735 + Penalty 1870.753354 = -1806164.068382 nChanged 192 SP:Iteration 84Q (9651.501441 sec): 3 clusters Score: Raw -1808137.075016 + Penalty 1870.753354 = -1806266.321663 nChanged 164 SP:Iteration 85Q (9651.584466 sec): 3 clusters Score: Raw -1808225.130852 + Penalty 1870.753354 = -1806354.377499 nChanged 173 SP:Iteration 86Q (9651.654888 sec): 3 clusters Score: Raw -1808310.529433 + Penalty 1870.753354 = -1806439.776080 nChanged 153 SP:Iteration 87Q (9651.709211 sec): 3 clusters Score: Raw -1808385.468958 + Penalty 1870.753354 = -1806514.715605 nChanged 117 SP:Iteration 88Q (9651.740999 sec): 3 clusters Score: Raw -1808444.725023 + Penalty 1870.753354 = -1806573.971669 nChanged 111 SP:Iteration 89Q (9651.773459 sec): 3 clusters Score: Raw -1808502.299613 + Penalty 1870.753354 = -1806631.546260 nChanged 121 SP:Iteration 90Q (9651.805686 sec): 3 clusters Score: Raw -1808563.417647 + Penalty 1870.753354 = -1806692.664294 nChanged 96 SP:Iteration 91Q (9651.837834 sec): 3 clusters Score: Raw -1808607.529798 + Penalty 1870.753354 = -1806736.776445 nChanged 80 SP:Iteration 92Q (9651.869927 sec): 3 clusters Score: Raw -1808644.150588 + Penalty 1870.753354 = -1806773.397234 nChanged 49 SP:Iteration 93Q (9651.912281 sec): 3 clusters Score: Raw -1808662.897957 + Penalty 1870.753354 = -1806792.144603 nChanged 48 SP:Iteration 94Q (9651.934322 sec): 3 clusters Score: Raw -1808678.058875 + Penalty 1870.753354 = -1806807.305522 nChanged 34 SP:Iteration 95Q (9651.965879 sec): 3 clusters Score: Raw -1808691.179971 + Penalty 1870.753354 = -1806820.426617 nChanged 39 SP:Iteration 96Q (9651.997674 sec): 3 clusters Score: Raw -1808704.151365 + Penalty 1870.753354 = -1806833.398012 nChanged 40 SP:Iteration 97Q (9652.029504 sec): 3 clusters Score: Raw -1808717.878685 + Penalty 1870.753354 = -1806847.125332 nChanged 25 SP:Iteration 98Q (9652.061333 sec): 3 clusters Score: Raw -1808725.328870 + Penalty 1870.753354 = -1806854.575517 nChanged 16 SP:Iteration 99Q (9652.093063 sec): 3 clusters Score: Raw -1808728.512723 + Penalty 1870.753354 = -1806857.759370 nChanged 16 SP:Iteration 100F (9652.129483 sec): 3 clusters Score: Raw -1808732.448908 + Penalty 1870.753354 = -1806861.695555 nChanged 19 SP:Iteration 101Q (9652.161470 sec): 3 clusters Score: Raw -1808737.365430 + Penalty 1870.753354 = -1806866.612077 nChanged 10 SP:Iteration 102Q (9652.192899 sec): 3 clusters Score: Raw -1808739.044755 + Penalty 1870.753354 = -1806868.291401 nChanged 7 SP:Iteration 103Q (9652.224956 sec): 3 clusters Score: Raw -1808740.238114 + Penalty 1870.753354 = -1806869.484760 nChanged 8 SP:Iteration 104Q (9652.297040 sec): 3 clusters Score: Raw -1808742.168580 + Penalty 1870.753354 = -1806871.415227 nChanged 5 SP:Iteration 105Q (9652.366324 sec): 3 clusters Score: Raw -1808743.306232 + Penalty 1870.753354 = -1806872.552878 nChanged 6 SP:Iteration 106Q (9652.432488 sec): 3 clusters Score: Raw -1808745.267284 + Penalty 1870.753354 = -1806874.513930 nChanged 7 SP:Iteration 107Q (9652.498188 sec): 3 clusters Score: Raw -1808746.770535 + Penalty 1870.753354 = -1806876.017182 nChanged 5 SP:Iteration 108Q (9652.562246 sec): 3 clusters Score: Raw -1808747.766728 + Penalty 1870.753354 = -1806877.013375 nChanged 7 SP:Iteration 109Q (9652.631041 sec): 3 clusters Score: Raw -1808749.021528 + Penalty 1870.753354 = -1806878.268175 nChanged 3 SP:Iteration 110Q (9652.696180 sec): 3 clusters Score: Raw -1808749.361248 + Penalty 1870.753354 = -1806878.607895 nChanged 2 SP:Iteration 111Q (9652.754287 sec): 3 clusters Score: Raw -1808749.668343 + Penalty 1870.753354 = -1806878.914990 nChanged 1 SP:Iteration 112Q (9652.815655 sec): 3 clusters Score: Raw -1808749.926289 + Penalty 1870.753354 = -1806879.172935 nChanged 1 SP:Iteration 113Q (9652.876963 sec): 3 clusters Score: Raw -1808750.248821 + Penalty 1870.753354 = -1806879.495467 nChanged 1 SP:Iteration 114Q (9652.942256 sec): 3 clusters Score: Raw -1808750.448435 + Penalty 1870.753354 = -1806879.695082 nChanged 1 SP:Iteration 115Q (9653.010564 sec): 3 clusters Score: Raw -1808750.505221 + Penalty 1870.753354 = -1806879.751867 nChanged 0 SP:Iteration 116F (9653.076479 sec): 3 clusters Score: Raw -1808750.505221 + Penalty 1870.753354 = -1806879.751867 nChanged 0 Trying to split cluster 5 (2439 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9653.101739 sec): 2 clusters Score: Raw -226125.019144 + Penalty 740.937623 = -225384.081521 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9653.147105 sec): 3 clusters Score: Raw -224849.283474 + Penalty 1481.875246 = -223367.408229 nChanged 959 SP:Iteration 1F (9653.182686 sec): 3 clusters Score: Raw -225382.349365 + Penalty 1481.875246 = -223900.474120 nChanged 185 SP:Iteration 2F (9653.232786 sec): 3 clusters Score: Raw -225494.580115 + Penalty 1481.875246 = -224012.704869 nChanged 134 SP:Iteration 3F (9653.275528 sec): 3 clusters Score: Raw -225581.134393 + Penalty 1481.875246 = -224099.259148 nChanged 111 SP:Iteration 4Q (9653.312683 sec): 3 clusters Score: Raw -225646.770813 + Penalty 1481.875246 = -224164.895567 nChanged 85 SP:Iteration 5Q (9653.353331 sec): 3 clusters Score: Raw -225691.358946 + Penalty 1481.875246 = -224209.483701 nChanged 63 SP:Iteration 6Q (9653.399720 sec): 3 clusters Score: Raw -225731.450638 + Penalty 1481.875246 = -224249.575392 nChanged 61 SP:Iteration 7Q (9653.448356 sec): 3 clusters Score: Raw -225763.905776 + Penalty 1481.875246 = -224282.030530 nChanged 62 SP:Iteration 8Q (9653.504407 sec): 3 clusters Score: Raw -225796.488685 + Penalty 1481.875246 = -224314.613439 nChanged 50 SP:Iteration 9Q (9653.537786 sec): 3 clusters Score: Raw -225825.915243 + Penalty 1481.875246 = -224344.039998 nChanged 51 SP:Iteration 10Q (9653.599027 sec): 3 clusters Score: Raw -225849.250921 + Penalty 1481.875246 = -224367.375675 nChanged 40 SP:Iteration 11Q (9653.648081 sec): 3 clusters Score: Raw -225868.741268 + Penalty 1481.875246 = -224386.866022 nChanged 44 SP:Iteration 12Q (9653.693728 sec): 3 clusters Score: Raw -225886.172179 + Penalty 1481.875246 = -224404.296933 nChanged 26 SP:Iteration 13Q (9653.735819 sec): 3 clusters Score: Raw -225896.558107 + Penalty 1481.875246 = -224414.682861 nChanged 24 SP:Iteration 14Q (9653.796561 sec): 3 clusters Score: Raw -225905.090473 + Penalty 1481.875246 = -224423.215228 nChanged 19 SP:Iteration 15Q (9653.847089 sec): 3 clusters Score: Raw -225913.360371 + Penalty 1481.875246 = -224431.485126 nChanged 25 SP:Iteration 16Q (9653.896237 sec): 3 clusters Score: Raw -225926.885968 + Penalty 1481.875246 = -224445.010722 nChanged 29 SP:Iteration 17Q (9653.930435 sec): 3 clusters Score: Raw -225937.203639 + Penalty 1481.875246 = -224455.328394 nChanged 20 SP:Iteration 18Q (9653.984787 sec): 3 clusters Score: Raw -225942.970328 + Penalty 1481.875246 = -224461.095082 nChanged 14 SP:Iteration 19Q (9654.023951 sec): 3 clusters Score: Raw -225947.037568 + Penalty 1481.875246 = -224465.162322 nChanged 11 SP:Iteration 20F (9654.084483 sec): 3 clusters Score: Raw -225949.875936 + Penalty 1481.875246 = -224468.000690 nChanged 10 SP:Iteration 21Q (9654.133832 sec): 3 clusters Score: Raw -225952.105823 + Penalty 1481.875246 = -224470.230577 nChanged 5 SP:Iteration 22Q (9654.182175 sec): 3 clusters Score: Raw -225952.749843 + Penalty 1481.875246 = -224470.874597 nChanged 5 SP:Iteration 23Q (9654.222222 sec): 3 clusters Score: Raw -225953.688420 + Penalty 1481.875246 = -224471.813174 nChanged 5 SP:Iteration 24Q (9654.284980 sec): 3 clusters Score: Raw -225954.748750 + Penalty 1481.875246 = -224472.873504 nChanged 4 SP:Iteration 25Q (9654.335585 sec): 3 clusters Score: Raw -225955.486293 + Penalty 1481.875246 = -224473.611047 nChanged 3 SP:Iteration 26Q (9654.386165 sec): 3 clusters Score: Raw -225956.121373 + Penalty 1481.875246 = -224474.246128 nChanged 4 SP:Iteration 27Q (9654.436525 sec): 3 clusters Score: Raw -225956.702727 + Penalty 1481.875246 = -224474.827481 nChanged 2 SP:Iteration 28Q (9654.475420 sec): 3 clusters Score: Raw -225956.978592 + Penalty 1481.875246 = -224475.103346 nChanged 0 SP:Iteration 29F (9654.522499 sec): 3 clusters Score: Raw -225956.978592 + Penalty 1481.875246 = -224475.103346 nChanged 0 Trying to split cluster 6 (50257 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9654.613824 sec): 2 clusters Score: Raw -4668214.350138 + Penalty 1028.365986 = -4667185.984152 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9654.717907 sec): 3 clusters Score: Raw -4635894.433412 + Penalty 2056.731973 = -4633837.701439 nChanged 23760 SP:Iteration 1F (9654.831057 sec): 3 clusters Score: Raw -4650511.557206 + Penalty 2056.731973 = -4648454.825233 nChanged 2598 SP:Iteration 2F (9654.946741 sec): 3 clusters Score: Raw -4651827.909222 + Penalty 2056.731973 = -4649771.177249 nChanged 3016 SP:Iteration 3F (9655.067445 sec): 3 clusters Score: Raw -4653706.401122 + Penalty 2056.731973 = -4651649.669149 nChanged 3494 SP:Iteration 4F (9655.174643 sec): 3 clusters Score: Raw -4656301.429223 + Penalty 2056.731973 = -4654244.697250 nChanged 3711 SP:Iteration 5F (9655.283156 sec): 3 clusters Score: Raw -4659447.006636 + Penalty 2056.731973 = -4657390.274663 nChanged 3390 SP:Iteration 6F (9655.396061 sec): 3 clusters Score: Raw -4662418.089206 + Penalty 2056.731973 = -4660361.357233 nChanged 2623 SP:Iteration 7F (9655.507457 sec): 3 clusters Score: Raw -4664684.327575 + Penalty 2056.731973 = -4662627.595602 nChanged 1830 SP:Iteration 8Q (9655.617204 sec): 3 clusters Score: Raw -4666200.999149 + Penalty 2056.731973 = -4664144.267176 nChanged 1202 SP:Iteration 9Q (9655.714834 sec): 3 clusters Score: Raw -4667151.445225 + Penalty 2056.731973 = -4665094.713252 nChanged 703 SP:Iteration 10Q (9655.808423 sec): 3 clusters Score: Raw -4667687.189470 + Penalty 2056.731973 = -4665630.457498 nChanged 372 SP:Iteration 11Q (9655.908059 sec): 3 clusters Score: Raw -4667967.894058 + Penalty 2056.731973 = -4665911.162085 nChanged 209 SP:Iteration 12Q (9656.006796 sec): 3 clusters Score: Raw -4668129.876773 + Penalty 2056.731973 = -4666073.144800 nChanged 114 SP:Iteration 13Q (9656.106404 sec): 3 clusters Score: Raw -4668224.898578 + Penalty 2056.731973 = -4666168.166605 nChanged 66 SP:Iteration 14Q (9656.203165 sec): 3 clusters Score: Raw -4668282.240696 + Penalty 2056.731973 = -4666225.508724 nChanged 31 SP:Iteration 15Q (9656.299350 sec): 3 clusters Score: Raw -4668305.073189 + Penalty 2056.731973 = -4666248.341216 nChanged 18 SP:Iteration 16Q (9656.397160 sec): 3 clusters Score: Raw -4668320.449119 + Penalty 2056.731973 = -4666263.717146 nChanged 12 SP:Iteration 17Q (9656.497668 sec): 3 clusters Score: Raw -4668333.142045 + Penalty 2056.731973 = -4666276.410072 nChanged 15 SP:Iteration 18Q (9656.595765 sec): 3 clusters Score: Raw -4668346.067711 + Penalty 2056.731973 = -4666289.335739 nChanged 10 SP:Iteration 19Q (9656.704159 sec): 3 clusters Score: Raw -4668356.084056 + Penalty 2056.731973 = -4666299.352083 nChanged 5 SP:Iteration 20F (9656.816825 sec): 3 clusters Score: Raw -4668360.935213 + Penalty 2056.731973 = -4666304.203240 nChanged 11 SP:Iteration 21Q (9656.917799 sec): 3 clusters Score: Raw -4668375.499234 + Penalty 2056.731973 = -4666318.767261 nChanged 11 SP:Iteration 22Q (9657.019567 sec): 3 clusters Score: Raw -4668389.532908 + Penalty 2056.731973 = -4666332.800935 nChanged 7 SP:Iteration 23Q (9657.110849 sec): 3 clusters Score: Raw -4668395.714980 + Penalty 2056.731973 = -4666338.983007 nChanged 2 SP:Iteration 24Q (9657.211252 sec): 3 clusters Score: Raw -4668397.837052 + Penalty 2056.731973 = -4666341.105079 nChanged 1 SP:Iteration 25Q (9657.308748 sec): 3 clusters Score: Raw -4668398.705065 + Penalty 2056.731973 = -4666341.973092 nChanged 1 SP:Iteration 26Q (9657.406776 sec): 3 clusters Score: Raw -4668399.084987 + Penalty 2056.731973 = -4666342.353014 nChanged 0 SP:Iteration 27F (9657.519950 sec): 3 clusters Score: Raw -4668399.084987 + Penalty 2056.731973 = -4666342.353014 nChanged 0 Trying to split cluster 7 (22537 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9657.561294 sec): 2 clusters Score: Raw -2089871.724804 + Penalty 952.176800 = -2088919.548004 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9657.631685 sec): 3 clusters Score: Raw -2075744.850266 + Penalty 1904.353600 = -2073840.496666 nChanged 10435 SP:Iteration 1F (9657.699257 sec): 3 clusters Score: Raw -2081484.245676 + Penalty 1904.353600 = -2079579.892077 nChanged 1027 SP:Iteration 2Q (9657.774356 sec): 3 clusters Score: Raw -2081786.099069 + Penalty 1904.353600 = -2079881.745469 nChanged 914 SP:Iteration 3Q (9657.850358 sec): 3 clusters Score: Raw -2082073.478114 + Penalty 1904.353600 = -2080169.124514 nChanged 974 SP:Iteration 4Q (9657.923691 sec): 3 clusters Score: Raw -2082424.602320 + Penalty 1904.353600 = -2080520.248720 nChanged 1093 SP:Iteration 5Q (9658.003254 sec): 3 clusters Score: Raw -2082934.277652 + Penalty 1904.353600 = -2081029.924053 nChanged 1353 SP:Iteration 6F (9658.079308 sec): 3 clusters Score: Raw -2083723.310245 + Penalty 1904.353600 = -2081818.956645 nChanged 1579 SP:Iteration 7F (9658.144169 sec): 3 clusters Score: Raw -2084893.276459 + Penalty 1904.353600 = -2082988.922859 nChanged 1698 SP:Iteration 8F (9658.220253 sec): 3 clusters Score: Raw -2086394.606718 + Penalty 1904.353600 = -2084490.253119 nChanged 1554 SP:Iteration 9F (9658.302026 sec): 3 clusters Score: Raw -2087930.958864 + Penalty 1904.353600 = -2086026.605264 nChanged 1069 SP:Iteration 10Q (9658.379293 sec): 3 clusters Score: Raw -2088950.422683 + Penalty 1904.353600 = -2087046.069084 nChanged 615 SP:Iteration 11Q (9658.446460 sec): 3 clusters Score: Raw -2089474.876900 + Penalty 1904.353600 = -2087570.523300 nChanged 352 SP:Iteration 12Q (9658.514187 sec): 3 clusters Score: Raw -2089789.081719 + Penalty 1904.353600 = -2087884.728119 nChanged 200 SP:Iteration 13Q (9658.587017 sec): 3 clusters Score: Raw -2089967.910812 + Penalty 1904.353600 = -2088063.557213 nChanged 124 SP:Iteration 14Q (9658.658477 sec): 3 clusters Score: Raw -2090072.425483 + Penalty 1904.353600 = -2088168.071884 nChanged 78 SP:Iteration 15Q (9658.730387 sec): 3 clusters Score: Raw -2090150.662858 + Penalty 1904.353600 = -2088246.309259 nChanged 45 SP:Iteration 16Q (9658.799969 sec): 3 clusters Score: Raw -2090189.050236 + Penalty 1904.353600 = -2088284.696636 nChanged 33 SP:Iteration 17Q (9658.873050 sec): 3 clusters Score: Raw -2090213.859066 + Penalty 1904.353600 = -2088309.505467 nChanged 27 SP:Iteration 18Q (9658.932318 sec): 3 clusters Score: Raw -2090228.846566 + Penalty 1904.353600 = -2088324.492966 nChanged 19 SP:Iteration 19Q (9659.005323 sec): 3 clusters Score: Raw -2090239.847101 + Penalty 1904.353600 = -2088335.493501 nChanged 14 SP:Iteration 20F (9659.071888 sec): 3 clusters Score: Raw -2090249.156891 + Penalty 1904.353600 = -2088344.803292 nChanged 18 SP:Iteration 21Q (9659.136131 sec): 3 clusters Score: Raw -2090259.146553 + Penalty 1904.353600 = -2088354.792954 nChanged 13 SP:Iteration 22Q (9659.207290 sec): 3 clusters Score: Raw -2090267.576331 + Penalty 1904.353600 = -2088363.222732 nChanged 9 SP:Iteration 23Q (9659.265926 sec): 3 clusters Score: Raw -2090270.476238 + Penalty 1904.353600 = -2088366.122638 nChanged 7 SP:Iteration 24Q (9659.330762 sec): 3 clusters Score: Raw -2090272.605485 + Penalty 1904.353600 = -2088368.251886 nChanged 2 SP:Iteration 25Q (9659.385053 sec): 3 clusters Score: Raw -2090273.016916 + Penalty 1904.353600 = -2088368.663316 nChanged 0 SP:Iteration 26F (9659.444648 sec): 3 clusters Score: Raw -2090273.016916 + Penalty 1904.353600 = -2088368.663316 nChanged 0 Trying to split cluster 8 (15019 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9659.488094 sec): 2 clusters Score: Raw -1426371.569532 + Penalty 913.621778 = -1425457.947754 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9659.555091 sec): 3 clusters Score: Raw -1417197.061029 + Penalty 1827.243556 = -1415369.817474 nChanged 6888 SP:Iteration 1F (9659.613553 sec): 3 clusters Score: Raw -1421153.736819 + Penalty 1827.243556 = -1419326.493263 nChanged 960 SP:Iteration 2F (9659.668442 sec): 3 clusters Score: Raw -1421610.803016 + Penalty 1827.243556 = -1419783.559461 nChanged 1005 SP:Iteration 3F (9659.740298 sec): 3 clusters Score: Raw -1422138.501449 + Penalty 1827.243556 = -1420311.257893 nChanged 967 SP:Iteration 4F (9659.799192 sec): 3 clusters Score: Raw -1422672.002496 + Penalty 1827.243556 = -1420844.758940 nChanged 871 SP:Iteration 5F (9659.870039 sec): 3 clusters Score: Raw -1423144.157151 + Penalty 1827.243556 = -1421316.913595 nChanged 785 SP:Iteration 6F (9659.936784 sec): 3 clusters Score: Raw -1423563.967043 + Penalty 1827.243556 = -1421736.723487 nChanged 700 SP:Iteration 7Q (9660.002451 sec): 3 clusters Score: Raw -1423936.970932 + Penalty 1827.243556 = -1422109.727376 nChanged 618 SP:Iteration 8Q (9660.071736 sec): 3 clusters Score: Raw -1424264.332779 + Penalty 1827.243556 = -1422437.089223 nChanged 570 SP:Iteration 9Q (9660.139526 sec): 3 clusters Score: Raw -1424600.282363 + Penalty 1827.243556 = -1422773.038807 nChanged 547 SP:Iteration 10Q (9660.197376 sec): 3 clusters Score: Raw -1424968.063130 + Penalty 1827.243556 = -1423140.819574 nChanged 483 SP:Iteration 11Q (9660.259715 sec): 3 clusters Score: Raw -1425317.016060 + Penalty 1827.243556 = -1423489.772505 nChanged 436 SP:Iteration 12Q (9660.334896 sec): 3 clusters Score: Raw -1425636.292070 + Penalty 1827.243556 = -1423809.048514 nChanged 377 SP:Iteration 13Q (9660.396316 sec): 3 clusters Score: Raw -1425932.524120 + Penalty 1827.243556 = -1424105.280564 nChanged 270 SP:Iteration 14Q (9660.459344 sec): 3 clusters Score: Raw -1426128.935655 + Penalty 1827.243556 = -1424301.692099 nChanged 157 SP:Iteration 15Q (9660.521225 sec): 3 clusters Score: Raw -1426232.824769 + Penalty 1827.243556 = -1424405.581213 nChanged 127 SP:Iteration 16Q (9660.585010 sec): 3 clusters Score: Raw -1426322.176306 + Penalty 1827.243556 = -1424494.932750 nChanged 94 SP:Iteration 17Q (9660.640310 sec): 3 clusters Score: Raw -1426384.491684 + Penalty 1827.243556 = -1424557.248128 nChanged 58 SP:Iteration 18Q (9660.711909 sec): 3 clusters Score: Raw -1426424.804903 + Penalty 1827.243556 = -1424597.561347 nChanged 45 SP:Iteration 19Q (9660.775833 sec): 3 clusters Score: Raw -1426460.554338 + Penalty 1827.243556 = -1424633.310783 nChanged 33 SP:Iteration 20F (9660.821656 sec): 3 clusters Score: Raw -1426482.062911 + Penalty 1827.243556 = -1424654.819356 nChanged 22 SP:Iteration 21Q (9660.893579 sec): 3 clusters Score: Raw -1426499.804444 + Penalty 1827.243556 = -1424672.560888 nChanged 15 SP:Iteration 22Q (9660.920438 sec): 3 clusters Score: Raw -1426510.754453 + Penalty 1827.243556 = -1424683.510898 nChanged 11 SP:Iteration 23Q (9660.948022 sec): 3 clusters Score: Raw -1426521.059935 + Penalty 1827.243556 = -1424693.816380 nChanged 15 SP:Iteration 24Q (9660.975624 sec): 3 clusters Score: Raw -1426532.267966 + Penalty 1827.243556 = -1424705.024410 nChanged 13 SP:Iteration 25Q (9661.002680 sec): 3 clusters Score: Raw -1426541.805441 + Penalty 1827.243556 = -1424714.561886 nChanged 8 SP:Iteration 26Q (9661.030109 sec): 3 clusters Score: Raw -1426550.066827 + Penalty 1827.243556 = -1424722.823271 nChanged 8 SP:Iteration 27Q (9661.057619 sec): 3 clusters Score: Raw -1426554.926210 + Penalty 1827.243556 = -1424727.682655 nChanged 4 SP:Iteration 28Q (9661.085209 sec): 3 clusters Score: Raw -1426558.315585 + Penalty 1827.243556 = -1424731.072029 nChanged 5 SP:Iteration 29Q (9661.112725 sec): 3 clusters Score: Raw -1426562.707385 + Penalty 1827.243556 = -1424735.463829 nChanged 4 SP:Iteration 30Q (9661.140263 sec): 3 clusters Score: Raw -1426564.193006 + Penalty 1827.243556 = -1424736.949451 nChanged 3 SP:Iteration 31Q (9661.167798 sec): 3 clusters Score: Raw -1426565.099909 + Penalty 1827.243556 = -1424737.856354 nChanged 1 SP:Iteration 32Q (9661.195299 sec): 3 clusters Score: Raw -1426565.521688 + Penalty 1827.243556 = -1424738.278133 nChanged 1 SP:Iteration 33Q (9661.268807 sec): 3 clusters Score: Raw -1426565.693678 + Penalty 1827.243556 = -1424738.450123 nChanged 0 SP:Iteration 34F (9661.337885 sec): 3 clusters Score: Raw -1426565.693678 + Penalty 1827.243556 = -1424738.450123 nChanged 0 Trying to split cluster 9 (1935 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9661.366853 sec): 2 clusters Score: Raw -176313.642861 + Penalty 718.946948 = -175594.695914 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9661.406751 sec): 3 clusters Score: Raw -175421.740642 + Penalty 1437.893895 = -173983.846747 nChanged 724 SP:Iteration 1F (9661.449165 sec): 3 clusters Score: Raw -175848.814538 + Penalty 1437.893895 = -174410.920643 nChanged 145 SP:Iteration 2F (9661.512298 sec): 3 clusters Score: Raw -175923.321600 + Penalty 1437.893895 = -174485.427705 nChanged 82 SP:Iteration 3Q (9661.545161 sec): 3 clusters Score: Raw -175969.206896 + Penalty 1437.893895 = -174531.313001 nChanged 75 SP:Iteration 4Q (9661.595865 sec): 3 clusters Score: Raw -176006.455268 + Penalty 1437.893895 = -174568.561373 nChanged 58 SP:Iteration 5Q (9661.638207 sec): 3 clusters Score: Raw -176031.955270 + Penalty 1437.893895 = -174594.061375 nChanged 46 SP:Iteration 6Q (9661.681027 sec): 3 clusters Score: Raw -176054.715081 + Penalty 1437.893895 = -174616.821186 nChanged 40 SP:Iteration 7Q (9661.688558 sec): 3 clusters Score: Raw -176078.821391 + Penalty 1437.893895 = -174640.927496 nChanged 52 SP:Iteration 8Q (9661.695719 sec): 3 clusters Score: Raw -176106.218088 + Penalty 1437.893895 = -174668.324193 nChanged 45 SP:Iteration 9Q (9661.702918 sec): 3 clusters Score: Raw -176135.923025 + Penalty 1437.893895 = -174698.029130 nChanged 48 SP:Iteration 10Q (9661.710145 sec): 3 clusters Score: Raw -176166.298755 + Penalty 1437.893895 = -174728.404860 nChanged 62 SP:Iteration 11Q (9661.717388 sec): 3 clusters Score: Raw -176206.901186 + Penalty 1437.893895 = -174769.007291 nChanged 61 SP:Iteration 12Q (9661.724593 sec): 3 clusters Score: Raw -176243.468954 + Penalty 1437.893895 = -174805.575058 nChanged 49 SP:Iteration 13Q (9661.731772 sec): 3 clusters Score: Raw -176276.615849 + Penalty 1437.893895 = -174838.721954 nChanged 48 SP:Iteration 14Q (9661.738938 sec): 3 clusters Score: Raw -176306.494685 + Penalty 1437.893895 = -174868.600790 nChanged 47 SP:Iteration 15Q (9661.746059 sec): 3 clusters Score: Raw -176350.821558 + Penalty 1437.893895 = -174912.927663 nChanged 50 SP:Iteration 16Q (9661.753216 sec): 3 clusters Score: Raw -176392.740499 + Penalty 1437.893895 = -174954.846604 nChanged 58 SP:Iteration 17Q (9661.760363 sec): 3 clusters Score: Raw -176430.892113 + Penalty 1437.893895 = -174992.998218 nChanged 45 SP:Iteration 18Q (9661.767429 sec): 3 clusters Score: Raw -176461.096401 + Penalty 1437.893895 = -175023.202506 nChanged 44 SP:Iteration 19Q (9661.774567 sec): 3 clusters Score: Raw -176492.205362 + Penalty 1437.893895 = -175054.311467 nChanged 38 SP:Iteration 20F (9661.781774 sec): 3 clusters Score: Raw -176525.276355 + Penalty 1437.893895 = -175087.382460 nChanged 35 SP:Iteration 21Q (9661.788883 sec): 3 clusters Score: Raw -176551.155656 + Penalty 1437.893895 = -175113.261761 nChanged 27 SP:Iteration 22Q (9661.795903 sec): 3 clusters Score: Raw -176567.903793 + Penalty 1437.893895 = -175130.009898 nChanged 23 SP:Iteration 23Q (9661.802986 sec): 3 clusters Score: Raw -176583.073887 + Penalty 1437.893895 = -175145.179992 nChanged 20 SP:Iteration 24Q (9661.810303 sec): 3 clusters Score: Raw -176593.665254 + Penalty 1437.893895 = -175155.771359 nChanged 13 SP:Iteration 25Q (9661.817752 sec): 3 clusters Score: Raw -176597.371163 + Penalty 1437.893895 = -175159.477268 nChanged 4 SP:Iteration 26Q (9661.824810 sec): 3 clusters Score: Raw -176598.901314 + Penalty 1437.893895 = -175161.007419 nChanged 3 SP:Iteration 27Q (9661.831781 sec): 3 clusters Score: Raw -176599.556334 + Penalty 1437.893895 = -175161.662439 nChanged 2 SP:Iteration 28Q (9661.838814 sec): 3 clusters Score: Raw -176599.967422 + Penalty 1437.893895 = -175162.073527 nChanged 1 SP:Iteration 29Q (9661.845819 sec): 3 clusters Score: Raw -176600.552357 + Penalty 1437.893895 = -175162.658462 nChanged 2 SP:Iteration 30Q (9661.852864 sec): 3 clusters Score: Raw -176601.339467 + Penalty 1437.893895 = -175163.445572 nChanged 0 SP:Iteration 31F (9661.860005 sec): 3 clusters Score: Raw -176601.339467 + Penalty 1437.893895 = -175163.445572 nChanged 0 Trying to split cluster 10 (67620 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9661.960552 sec): 2 clusters Score: Raw -6415580.682411 + Penalty 1056.557612 = -6414524.124799 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9662.069031 sec): 3 clusters Score: Raw -6371212.168689 + Penalty 2113.115224 = -6369099.053464 nChanged 32510 SP:Iteration 1F (9662.172703 sec): 3 clusters Score: Raw -6390992.025187 + Penalty 2113.115224 = -6388878.909963 nChanged 3001 SP:Iteration 2Q (9662.281601 sec): 3 clusters Score: Raw -6392185.294954 + Penalty 2113.115224 = -6390072.179729 nChanged 3462 SP:Iteration 3F (9662.385769 sec): 3 clusters Score: Raw -6394177.736127 + Penalty 2113.115224 = -6392064.620903 nChanged 4067 SP:Iteration 4F (9662.502327 sec): 3 clusters Score: Raw -6397320.144344 + Penalty 2113.115224 = -6395207.029119 nChanged 4479 SP:Iteration 5F (9662.635528 sec): 3 clusters Score: Raw -6401406.339938 + Penalty 2113.115224 = -6399293.224714 nChanged 4342 SP:Iteration 6F (9662.784923 sec): 3 clusters Score: Raw -6405071.407923 + Penalty 2113.115224 = -6402958.292698 nChanged 3513 SP:Iteration 7F (9662.911798 sec): 3 clusters Score: Raw -6407088.265423 + Penalty 2113.115224 = -6404975.150199 nChanged 2183 SP:Iteration 8Q (9663.060809 sec): 3 clusters Score: Raw -6408024.868626 + Penalty 2113.115224 = -6405911.753401 nChanged 1485 SP:Iteration 9Q (9663.186622 sec): 3 clusters Score: Raw -6408643.171601 + Penalty 2113.115224 = -6406530.056376 nChanged 1203 SP:Iteration 10Q (9663.315817 sec): 3 clusters Score: Raw -6409137.938151 + Penalty 2113.115224 = -6407024.822927 nChanged 1057 SP:Iteration 11Q (9663.460157 sec): 3 clusters Score: Raw -6409577.845070 + Penalty 2113.115224 = -6407464.729845 nChanged 1055 SP:Iteration 12Q (9663.591664 sec): 3 clusters Score: Raw -6410026.540426 + Penalty 2113.115224 = -6407913.425201 nChanged 998 SP:Iteration 13Q (9663.715448 sec): 3 clusters Score: Raw -6410411.283890 + Penalty 2113.115224 = -6408298.168665 nChanged 930 SP:Iteration 14Q (9663.816091 sec): 3 clusters Score: Raw -6410739.639380 + Penalty 2113.115224 = -6408626.524156 nChanged 854 SP:Iteration 15Q (9663.911013 sec): 3 clusters Score: Raw -6411018.087706 + Penalty 2113.115224 = -6408904.972482 nChanged 795 SP:Iteration 16Q (9664.001289 sec): 3 clusters Score: Raw -6411257.374673 + Penalty 2113.115224 = -6409144.259448 nChanged 768 SP:Iteration 17Q (9664.136854 sec): 3 clusters Score: Raw -6411471.500626 + Penalty 2113.115224 = -6409358.385402 nChanged 743 SP:Iteration 18Q (9664.272129 sec): 3 clusters Score: Raw -6411673.601501 + Penalty 2113.115224 = -6409560.486277 nChanged 701 SP:Iteration 19Q (9664.411975 sec): 3 clusters Score: Raw -6411849.945566 + Penalty 2113.115224 = -6409736.830342 nChanged 660 SP:Iteration 20F (9664.541768 sec): 3 clusters Score: Raw -6412014.154619 + Penalty 2113.115224 = -6409901.039395 nChanged 651 SP:Iteration 21Q (9664.673144 sec): 3 clusters Score: Raw -6412168.115841 + Penalty 2113.115224 = -6410055.000616 nChanged 614 SP:Iteration 22Q (9664.782967 sec): 3 clusters Score: Raw -6412309.695694 + Penalty 2113.115224 = -6410196.580470 nChanged 598 SP:Iteration 23Q (9664.908504 sec): 3 clusters Score: Raw -6412445.645200 + Penalty 2113.115224 = -6410332.529975 nChanged 622 SP:Iteration 24Q (9665.021095 sec): 3 clusters Score: Raw -6412599.039935 + Penalty 2113.115224 = -6410485.924710 nChanged 608 SP:Iteration 25Q (9665.146009 sec): 3 clusters Score: Raw -6412740.844499 + Penalty 2113.115224 = -6410627.729274 nChanged 561 SP:Iteration 26Q (9665.253463 sec): 3 clusters Score: Raw -6412852.700837 + Penalty 2113.115224 = -6410739.585613 nChanged 466 SP:Iteration 27Q (9665.378524 sec): 3 clusters Score: Raw -6412939.842429 + Penalty 2113.115224 = -6410826.727205 nChanged 439 SP:Iteration 28Q (9665.487521 sec): 3 clusters Score: Raw -6413020.745786 + Penalty 2113.115224 = -6410907.630561 nChanged 460 SP:Iteration 29Q (9665.600825 sec): 3 clusters Score: Raw -6413109.193484 + Penalty 2113.115224 = -6410996.078260 nChanged 480 SP:Iteration 30Q (9665.725662 sec): 3 clusters Score: Raw -6413202.185368 + Penalty 2113.115224 = -6411089.070144 nChanged 488 SP:Iteration 31Q (9665.839318 sec): 3 clusters Score: Raw -6413293.590607 + Penalty 2113.115224 = -6411180.475382 nChanged 440 SP:Iteration 32Q (9665.966907 sec): 3 clusters Score: Raw -6413378.088046 + Penalty 2113.115224 = -6411264.972822 nChanged 453 SP:Iteration 33Q (9666.089007 sec): 3 clusters Score: Raw -6413461.300837 + Penalty 2113.115224 = -6411348.185612 nChanged 447 SP:Iteration 34Q (9666.222734 sec): 3 clusters Score: Raw -6413547.939664 + Penalty 2113.115224 = -6411434.824440 nChanged 466 SP:Iteration 35Q (9666.351794 sec): 3 clusters Score: Raw -6413642.967109 + Penalty 2113.115224 = -6411529.851885 nChanged 469 SP:Iteration 36Q (9666.481247 sec): 3 clusters Score: Raw -6413745.097503 + Penalty 2113.115224 = -6411631.982279 nChanged 493 SP:Iteration 37Q (9666.615150 sec): 3 clusters Score: Raw -6413860.420645 + Penalty 2113.115224 = -6411747.305421 nChanged 489 SP:Iteration 38Q (9666.736504 sec): 3 clusters Score: Raw -6413976.451933 + Penalty 2113.115224 = -6411863.336708 nChanged 498 SP:Iteration 39Q (9666.873408 sec): 3 clusters Score: Raw -6414097.047434 + Penalty 2113.115224 = -6411983.932210 nChanged 493 SP:Iteration 40F (9666.997609 sec): 3 clusters Score: Raw -6414222.993294 + Penalty 2113.115224 = -6412109.878069 nChanged 451 SP:Iteration 41Q (9667.107128 sec): 3 clusters Score: Raw -6414329.077971 + Penalty 2113.115224 = -6412215.962747 nChanged 434 SP:Iteration 42Q (9667.230609 sec): 3 clusters Score: Raw -6414429.404634 + Penalty 2113.115224 = -6412316.289409 nChanged 417 SP:Iteration 43Q (9667.337496 sec): 3 clusters Score: Raw -6414529.457341 + Penalty 2113.115224 = -6412416.342117 nChanged 379 SP:Iteration 44Q (9667.463878 sec): 3 clusters Score: Raw -6414621.964133 + Penalty 2113.115224 = -6412508.848908 nChanged 373 SP:Iteration 45Q (9667.578240 sec): 3 clusters Score: Raw -6414709.775162 + Penalty 2113.115224 = -6412596.659938 nChanged 341 SP:Iteration 46Q (9667.703207 sec): 3 clusters Score: Raw -6414788.194161 + Penalty 2113.115224 = -6412675.078937 nChanged 334 SP:Iteration 47Q (9667.831869 sec): 3 clusters Score: Raw -6414874.847008 + Penalty 2113.115224 = -6412761.731784 nChanged 330 SP:Iteration 48Q (9667.964688 sec): 3 clusters Score: Raw -6414962.987512 + Penalty 2113.115224 = -6412849.872287 nChanged 316 SP:Iteration 49Q (9668.085420 sec): 3 clusters Score: Raw -6415053.262554 + Penalty 2113.115224 = -6412940.147330 nChanged 301 SP:Iteration 50Q (9668.214031 sec): 3 clusters Score: Raw -6415135.939950 + Penalty 2113.115224 = -6413022.824725 nChanged 258 SP:Iteration 51Q (9668.341543 sec): 3 clusters Score: Raw -6415200.899412 + Penalty 2113.115224 = -6413087.784187 nChanged 226 SP:Iteration 52Q (9668.475466 sec): 3 clusters Score: Raw -6415261.811200 + Penalty 2113.115224 = -6413148.695976 nChanged 200 SP:Iteration 53Q (9668.601907 sec): 3 clusters Score: Raw -6415310.094554 + Penalty 2113.115224 = -6413196.979329 nChanged 206 SP:Iteration 54Q (9668.727970 sec): 3 clusters Score: Raw -6415368.843970 + Penalty 2113.115224 = -6413255.728746 nChanged 192 SP:Iteration 55Q (9668.853336 sec): 3 clusters Score: Raw -6415420.868954 + Penalty 2113.115224 = -6413307.753729 nChanged 144 SP:Iteration 56Q (9668.969732 sec): 3 clusters Score: Raw -6415456.595551 + Penalty 2113.115224 = -6413343.480326 nChanged 133 SP:Iteration 57Q (9669.088076 sec): 3 clusters Score: Raw -6415488.987015 + Penalty 2113.115224 = -6413375.871791 nChanged 129 SP:Iteration 58Q (9669.223589 sec): 3 clusters Score: Raw -6415520.776654 + Penalty 2113.115224 = -6413407.661430 nChanged 123 SP:Iteration 59Q (9669.339549 sec): 3 clusters Score: Raw -6415556.145427 + Penalty 2113.115224 = -6413443.030203 nChanged 124 SP:Iteration 60F (9669.470549 sec): 3 clusters Score: Raw -6415593.388829 + Penalty 2113.115224 = -6413480.273604 nChanged 107 SP:Iteration 61Q (9669.582732 sec): 3 clusters Score: Raw -6415622.320892 + Penalty 2113.115224 = -6413509.205668 nChanged 88 SP:Iteration 62Q (9669.708056 sec): 3 clusters Score: Raw -6415647.803921 + Penalty 2113.115224 = -6413534.688696 nChanged 90 SP:Iteration 63Q (9669.826669 sec): 3 clusters Score: Raw -6415672.629955 + Penalty 2113.115224 = -6413559.514731 nChanged 83 SP:Iteration 64Q (9669.944802 sec): 3 clusters Score: Raw -6415697.952070 + Penalty 2113.115224 = -6413584.836846 nChanged 72 SP:Iteration 65Q (9670.071574 sec): 3 clusters Score: Raw -6415718.234921 + Penalty 2113.115224 = -6413605.119697 nChanged 62 SP:Iteration 66Q (9670.190861 sec): 3 clusters Score: Raw -6415734.325699 + Penalty 2113.115224 = -6413621.210474 nChanged 52 SP:Iteration 67Q (9670.278858 sec): 3 clusters Score: Raw -6415748.048207 + Penalty 2113.115224 = -6413634.932983 nChanged 41 SP:Iteration 68Q (9670.366727 sec): 3 clusters Score: Raw -6415759.337728 + Penalty 2113.115224 = -6413646.222503 nChanged 37 SP:Iteration 69Q (9670.454209 sec): 3 clusters Score: Raw -6415767.512498 + Penalty 2113.115224 = -6413654.397273 nChanged 31 SP:Iteration 70Q (9670.542337 sec): 3 clusters Score: Raw -6415775.750105 + Penalty 2113.115224 = -6413662.634880 nChanged 31 SP:Iteration 71Q (9670.630119 sec): 3 clusters Score: Raw -6415780.843611 + Penalty 2113.115224 = -6413667.728387 nChanged 18 SP:Iteration 72Q (9670.744417 sec): 3 clusters Score: Raw -6415784.425509 + Penalty 2113.115224 = -6413671.310284 nChanged 19 SP:Iteration 73Q (9670.868992 sec): 3 clusters Score: Raw -6415788.615946 + Penalty 2113.115224 = -6413675.500721 nChanged 22 SP:Iteration 74Q (9670.986618 sec): 3 clusters Score: Raw -6415792.877844 + Penalty 2113.115224 = -6413679.762619 nChanged 16 SP:Iteration 75Q (9671.105213 sec): 3 clusters Score: Raw -6415796.002740 + Penalty 2113.115224 = -6413682.887515 nChanged 13 SP:Iteration 76Q (9671.218269 sec): 3 clusters Score: Raw -6415799.437285 + Penalty 2113.115224 = -6413686.322060 nChanged 18 SP:Iteration 77Q (9671.333503 sec): 3 clusters Score: Raw -6415803.920697 + Penalty 2113.115224 = -6413690.805472 nChanged 18 SP:Iteration 78Q (9671.449601 sec): 3 clusters Score: Raw -6415807.606084 + Penalty 2113.115224 = -6413694.490859 nChanged 12 SP:Iteration 79Q (9671.565874 sec): 3 clusters Score: Raw -6415809.826627 + Penalty 2113.115224 = -6413696.711403 nChanged 9 SP:Iteration 80F (9671.697498 sec): 3 clusters Score: Raw -6415811.510318 + Penalty 2113.115224 = -6413698.395094 nChanged 7 SP:Iteration 81Q (9671.805787 sec): 3 clusters Score: Raw -6415812.577548 + Penalty 2113.115224 = -6413699.462323 nChanged 7 SP:Iteration 82Q (9671.906521 sec): 3 clusters Score: Raw -6415813.878115 + Penalty 2113.115224 = -6413700.762891 nChanged 6 SP:Iteration 83Q (9672.020826 sec): 3 clusters Score: Raw -6415814.797238 + Penalty 2113.115224 = -6413701.682013 nChanged 6 SP:Iteration 84Q (9672.136588 sec): 3 clusters Score: Raw -6415815.922420 + Penalty 2113.115224 = -6413702.807196 nChanged 4 SP:Iteration 85Q (9672.253406 sec): 3 clusters Score: Raw -6415816.527859 + Penalty 2113.115224 = -6413703.412634 nChanged 4 SP:Iteration 86Q (9672.367592 sec): 3 clusters Score: Raw -6415817.935007 + Penalty 2113.115224 = -6413704.819783 nChanged 7 SP:Iteration 87Q (9672.482586 sec): 3 clusters Score: Raw -6415819.057490 + Penalty 2113.115224 = -6413705.942266 nChanged 4 SP:Iteration 88Q (9672.597311 sec): 3 clusters Score: Raw -6415819.738400 + Penalty 2113.115224 = -6413706.623175 nChanged 5 SP:Iteration 89Q (9672.703598 sec): 3 clusters Score: Raw -6415820.217663 + Penalty 2113.115224 = -6413707.102439 nChanged 3 SP:Iteration 90Q (9672.815389 sec): 3 clusters Score: Raw -6415820.874857 + Penalty 2113.115224 = -6413707.759632 nChanged 3 SP:Iteration 91Q (9672.917277 sec): 3 clusters Score: Raw -6415821.282959 + Penalty 2113.115224 = -6413708.167735 nChanged 2 SP:Iteration 92Q (9673.032793 sec): 3 clusters Score: Raw -6415821.528451 + Penalty 2113.115224 = -6413708.413227 nChanged 4 SP:Iteration 93Q (9673.147018 sec): 3 clusters Score: Raw -6415821.855218 + Penalty 2113.115224 = -6413708.739993 nChanged 2 SP:Iteration 94Q (9673.264030 sec): 3 clusters Score: Raw -6415822.409196 + Penalty 2113.115224 = -6413709.293972 nChanged 1 SP:Iteration 95Q (9673.363392 sec): 3 clusters Score: Raw -6415822.928947 + Penalty 2113.115224 = -6413709.813722 nChanged 6 SP:Iteration 96Q (9673.462702 sec): 3 clusters Score: Raw -6415824.359372 + Penalty 2113.115224 = -6413711.244148 nChanged 7 SP:Iteration 97Q (9673.574620 sec): 3 clusters Score: Raw -6415826.037931 + Penalty 2113.115224 = -6413712.922707 nChanged 9 SP:Iteration 98Q (9673.695735 sec): 3 clusters Score: Raw -6415827.937725 + Penalty 2113.115224 = -6413714.822500 nChanged 5 SP:Iteration 99Q (9673.813916 sec): 3 clusters Score: Raw -6415829.080014 + Penalty 2113.115224 = -6413715.964790 nChanged 5 SP:Iteration 100F (9673.952231 sec): 3 clusters Score: Raw -6415829.810591 + Penalty 2113.115224 = -6413716.695367 nChanged 4 SP:Iteration 101Q (9674.077865 sec): 3 clusters Score: Raw -6415830.366096 + Penalty 2113.115224 = -6413717.250871 nChanged 0 SP:Iteration 102F (9674.204467 sec): 3 clusters Score: Raw -6415830.366096 + Penalty 2113.115224 = -6413717.250871 nChanged 0 Trying to split cluster 11 (218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9674.236705 sec): 2 clusters Score: Raw -16188.105561 + Penalty 511.527031 = -15676.578530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9674.268576 sec): 3 clusters Score: Raw -16228.291019 + Penalty 1023.054062 = -15205.236958 nChanged 52 SP:Iteration 1F (9674.321702 sec): 3 clusters Score: Raw -16328.255333 + Penalty 1023.054062 = -15305.201271 nChanged 15 SP:Iteration 2F (9674.359573 sec): 3 clusters Score: Raw -16352.200914 + Penalty 1023.054062 = -15329.146852 nChanged 10 SP:Iteration 3Q (9674.401827 sec): 3 clusters Score: Raw -16374.437057 + Penalty 1023.054062 = -15351.382995 nChanged 9 SP:Iteration 4Q (9674.448152 sec): 3 clusters Score: Raw -16398.784918 + Penalty 1023.054062 = -15375.730856 nChanged 4 SP:Iteration 5Q (9674.495127 sec): 3 clusters Score: Raw -16406.304825 + Penalty 1023.054062 = -15383.250763 nChanged 1 SP:Iteration 6Q (9674.540521 sec): 3 clusters Score: Raw -16427.214780 + Penalty 1023.054062 = -15404.160718 nChanged 4 SP:Iteration 7Q (9674.588635 sec): 3 clusters Score: Raw -16478.807082 + Penalty 1023.054062 = -15455.753020 nChanged 7 SP:Iteration 8Q (9674.636751 sec): 3 clusters Score: Raw -16533.016613 + Penalty 1023.054062 = -15509.962551 nChanged 9 SP:Iteration 9Q (9674.642368 sec): 3 clusters Score: Raw -16564.485337 + Penalty 1023.054062 = -15541.431275 nChanged 2 SP:Iteration 10Q (9674.643670 sec): 3 clusters Score: Raw -16574.050916 + Penalty 1023.054062 = -15550.996854 nChanged 1 SP:Iteration 11Q (9674.644947 sec): 3 clusters Score: Raw -16577.978421 + Penalty 1023.054062 = -15554.924359 nChanged 1 SP:Iteration 12Q (9674.646206 sec): 3 clusters Score: Raw -16579.912326 + Penalty 1023.054062 = -15556.858264 nChanged 1 SP:Iteration 13Q (9674.647479 sec): 3 clusters Score: Raw -16583.873978 + Penalty 1023.054062 = -15560.819916 nChanged 0 SP:Iteration 14F (9674.655046 sec): 3 clusters Score: Raw -16583.873978 + Penalty 1023.054062 = -15560.819916 nChanged 0 Trying to split cluster 12 (26097 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9674.721525 sec): 2 clusters Score: Raw -2323481.538838 + Penalty 966.109686 = -2322515.429152 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9674.798731 sec): 3 clusters Score: Raw -2306990.524201 + Penalty 1932.219372 = -2305058.304828 nChanged 12105 SP:Iteration 1F (9674.884000 sec): 3 clusters Score: Raw -2314115.875837 + Penalty 1932.219372 = -2312183.656465 nChanged 1290 SP:Iteration 2Q (9674.965718 sec): 3 clusters Score: Raw -2314603.162755 + Penalty 1932.219372 = -2312670.943383 nChanged 1287 SP:Iteration 3Q (9675.046261 sec): 3 clusters Score: Raw -2315149.851042 + Penalty 1932.219372 = -2313217.631670 nChanged 1320 SP:Iteration 4F (9675.118855 sec): 3 clusters Score: Raw -2315856.863018 + Penalty 1932.219372 = -2313924.643646 nChanged 1463 SP:Iteration 5F (9675.198868 sec): 3 clusters Score: Raw -2316842.641181 + Penalty 1932.219372 = -2314910.421808 nChanged 1715 SP:Iteration 6F (9675.280649 sec): 3 clusters Score: Raw -2318171.349965 + Penalty 1932.219372 = -2316239.130593 nChanged 1725 SP:Iteration 7F (9675.348729 sec): 3 clusters Score: Raw -2319543.483511 + Penalty 1932.219372 = -2317611.264139 nChanged 1467 SP:Iteration 8F (9675.414970 sec): 3 clusters Score: Raw -2320408.188322 + Penalty 1932.219372 = -2318475.968950 nChanged 978 SP:Iteration 9Q (9675.488350 sec): 3 clusters Score: Raw -2320846.464248 + Penalty 1932.219372 = -2318914.244876 nChanged 707 SP:Iteration 10Q (9675.576239 sec): 3 clusters Score: Raw -2321177.122005 + Penalty 1932.219372 = -2319244.902632 nChanged 642 SP:Iteration 11Q (9675.646183 sec): 3 clusters Score: Raw -2321526.318947 + Penalty 1932.219372 = -2319594.099575 nChanged 627 SP:Iteration 12Q (9675.728728 sec): 3 clusters Score: Raw -2321886.521855 + Penalty 1932.219372 = -2319954.302483 nChanged 624 SP:Iteration 13Q (9675.811097 sec): 3 clusters Score: Raw -2322300.682162 + Penalty 1932.219372 = -2320368.462790 nChanged 628 SP:Iteration 14Q (9675.891893 sec): 3 clusters Score: Raw -2322716.785730 + Penalty 1932.219372 = -2320784.566358 nChanged 544 SP:Iteration 15Q (9675.982029 sec): 3 clusters Score: Raw -2323006.868565 + Penalty 1932.219372 = -2321074.649193 nChanged 415 SP:Iteration 16Q (9676.063615 sec): 3 clusters Score: Raw -2323184.689017 + Penalty 1932.219372 = -2321252.469645 nChanged 325 SP:Iteration 17Q (9676.134716 sec): 3 clusters Score: Raw -2323308.310359 + Penalty 1932.219372 = -2321376.090986 nChanged 274 SP:Iteration 18Q (9676.213983 sec): 3 clusters Score: Raw -2323395.953963 + Penalty 1932.219372 = -2321463.734591 nChanged 222 SP:Iteration 19Q (9676.301906 sec): 3 clusters Score: Raw -2323457.565984 + Penalty 1932.219372 = -2321525.346611 nChanged 183 SP:Iteration 20F (9676.373794 sec): 3 clusters Score: Raw -2323494.713803 + Penalty 1932.219372 = -2321562.494431 nChanged 133 SP:Iteration 21Q (9676.439605 sec): 3 clusters Score: Raw -2323515.169633 + Penalty 1932.219372 = -2321582.950261 nChanged 116 SP:Iteration 22Q (9676.516609 sec): 3 clusters Score: Raw -2323532.256846 + Penalty 1932.219372 = -2321600.037474 nChanged 105 SP:Iteration 23Q (9676.600461 sec): 3 clusters Score: Raw -2323545.756892 + Penalty 1932.219372 = -2321613.537520 nChanged 92 SP:Iteration 24Q (9676.676712 sec): 3 clusters Score: Raw -2323556.376241 + Penalty 1932.219372 = -2321624.156868 nChanged 81 SP:Iteration 25Q (9676.753976 sec): 3 clusters Score: Raw -2323565.804112 + Penalty 1932.219372 = -2321633.584740 nChanged 72 SP:Iteration 26Q (9676.832730 sec): 3 clusters Score: Raw -2323573.481773 + Penalty 1932.219372 = -2321641.262400 nChanged 76 SP:Iteration 27Q (9676.900492 sec): 3 clusters Score: Raw -2323582.290734 + Penalty 1932.219372 = -2321650.071362 nChanged 77 SP:Iteration 28Q (9676.974587 sec): 3 clusters Score: Raw -2323590.923147 + Penalty 1932.219372 = -2321658.703774 nChanged 66 SP:Iteration 29Q (9677.037597 sec): 3 clusters Score: Raw -2323597.360034 + Penalty 1932.219372 = -2321665.140662 nChanged 56 SP:Iteration 30Q (9677.078270 sec): 3 clusters Score: Raw -2323602.435958 + Penalty 1932.219372 = -2321670.216585 nChanged 44 SP:Iteration 31Q (9677.119297 sec): 3 clusters Score: Raw -2323605.573349 + Penalty 1932.219372 = -2321673.353976 nChanged 37 SP:Iteration 32Q (9677.207398 sec): 3 clusters Score: Raw -2323608.182427 + Penalty 1932.219372 = -2321675.963054 nChanged 39 SP:Iteration 33Q (9677.282105 sec): 3 clusters Score: Raw -2323610.630141 + Penalty 1932.219372 = -2321678.410769 nChanged 39 SP:Iteration 34Q (9677.354557 sec): 3 clusters Score: Raw -2323613.238762 + Penalty 1932.219372 = -2321681.019390 nChanged 44 SP:Iteration 35Q (9677.427298 sec): 3 clusters Score: Raw -2323616.529478 + Penalty 1932.219372 = -2321684.310106 nChanged 44 SP:Iteration 36Q (9677.502686 sec): 3 clusters Score: Raw -2323619.806178 + Penalty 1932.219372 = -2321687.586805 nChanged 49 SP:Iteration 37Q (9677.588292 sec): 3 clusters Score: Raw -2323623.730056 + Penalty 1932.219372 = -2321691.510683 nChanged 41 SP:Iteration 38Q (9677.664426 sec): 3 clusters Score: Raw -2323626.775996 + Penalty 1932.219372 = -2321694.556623 nChanged 40 SP:Iteration 39Q (9677.703157 sec): 3 clusters Score: Raw -2323629.763029 + Penalty 1932.219372 = -2321697.543657 nChanged 42 SP:Iteration 40F (9677.780328 sec): 3 clusters Score: Raw -2323633.011847 + Penalty 1932.219372 = -2321700.792475 nChanged 34 SP:Iteration 41Q (9677.862017 sec): 3 clusters Score: Raw -2323635.094680 + Penalty 1932.219372 = -2321702.875308 nChanged 29 SP:Iteration 42Q (9677.950724 sec): 3 clusters Score: Raw -2323637.268149 + Penalty 1932.219372 = -2321705.048776 nChanged 36 SP:Iteration 43Q (9678.019932 sec): 3 clusters Score: Raw -2323640.766110 + Penalty 1932.219372 = -2321708.546738 nChanged 36 SP:Iteration 44Q (9678.102979 sec): 3 clusters Score: Raw -2323643.620482 + Penalty 1932.219372 = -2321711.401109 nChanged 26 SP:Iteration 45Q (9678.173429 sec): 3 clusters Score: Raw -2323645.167921 + Penalty 1932.219372 = -2321712.948549 nChanged 28 SP:Iteration 46Q (9678.234289 sec): 3 clusters Score: Raw -2323646.773640 + Penalty 1932.219372 = -2321714.554268 nChanged 27 SP:Iteration 47Q (9678.310855 sec): 3 clusters Score: Raw -2323648.338376 + Penalty 1932.219372 = -2321716.119004 nChanged 25 SP:Iteration 48Q (9678.381901 sec): 3 clusters Score: Raw -2323649.786123 + Penalty 1932.219372 = -2321717.566750 nChanged 22 SP:Iteration 49Q (9678.459199 sec): 3 clusters Score: Raw -2323650.876804 + Penalty 1932.219372 = -2321718.657432 nChanged 21 SP:Iteration 50Q (9678.542645 sec): 3 clusters Score: Raw -2323652.138116 + Penalty 1932.219372 = -2321719.918743 nChanged 14 SP:Iteration 51Q (9678.607737 sec): 3 clusters Score: Raw -2323652.713840 + Penalty 1932.219372 = -2321720.494468 nChanged 12 SP:Iteration 52Q (9678.676453 sec): 3 clusters Score: Raw -2323653.151955 + Penalty 1932.219372 = -2321720.932582 nChanged 11 SP:Iteration 53Q (9678.750569 sec): 3 clusters Score: Raw -2323653.578246 + Penalty 1932.219372 = -2321721.358873 nChanged 9 SP:Iteration 54Q (9678.828224 sec): 3 clusters Score: Raw -2323653.944443 + Penalty 1932.219372 = -2321721.725070 nChanged 6 SP:Iteration 55Q (9678.903925 sec): 3 clusters Score: Raw -2323654.317932 + Penalty 1932.219372 = -2321722.098559 nChanged 7 SP:Iteration 56Q (9678.983226 sec): 3 clusters Score: Raw -2323654.827239 + Penalty 1932.219372 = -2321722.607867 nChanged 12 SP:Iteration 57Q (9679.054397 sec): 3 clusters Score: Raw -2323655.413811 + Penalty 1932.219372 = -2321723.194438 nChanged 11 SP:Iteration 58Q (9679.127096 sec): 3 clusters Score: Raw -2323655.765938 + Penalty 1932.219372 = -2321723.546566 nChanged 4 SP:Iteration 59Q (9679.203358 sec): 3 clusters Score: Raw -2323656.038753 + Penalty 1932.219372 = -2321723.819381 nChanged 7 SP:Iteration 60F (9679.282048 sec): 3 clusters Score: Raw -2323656.256293 + Penalty 1932.219372 = -2321724.036921 nChanged 8 SP:Iteration 61Q (9679.350364 sec): 3 clusters Score: Raw -2323656.521934 + Penalty 1932.219372 = -2321724.302562 nChanged 8 SP:Iteration 62Q (9679.418156 sec): 3 clusters Score: Raw -2323656.786330 + Penalty 1932.219372 = -2321724.566958 nChanged 3 SP:Iteration 63Q (9679.499520 sec): 3 clusters Score: Raw -2323656.832616 + Penalty 1932.219372 = -2321724.613243 nChanged 1 SP:Iteration 64Q (9679.577106 sec): 3 clusters Score: Raw -2323656.840337 + Penalty 1932.219372 = -2321724.620965 nChanged 1 SP:Iteration 65Q (9679.652097 sec): 3 clusters Score: Raw -2323656.858394 + Penalty 1932.219372 = -2321724.639021 nChanged 1 SP:Iteration 66Q (9679.735297 sec): 3 clusters Score: Raw -2323656.925821 + Penalty 1932.219372 = -2321724.706449 nChanged 3 SP:Iteration 67Q (9679.817318 sec): 3 clusters Score: Raw -2323657.066086 + Penalty 1932.219372 = -2321724.846714 nChanged 4 SP:Iteration 68Q (9679.897442 sec): 3 clusters Score: Raw -2323657.136151 + Penalty 1932.219372 = -2321724.916779 nChanged 2 SP:Iteration 69Q (9679.965906 sec): 3 clusters Score: Raw -2323657.202832 + Penalty 1932.219372 = -2321724.983460 nChanged 0 SP:Iteration 70F (9680.038097 sec): 3 clusters Score: Raw -2323657.202832 + Penalty 1932.219372 = -2321724.983460 nChanged 0 Trying to split cluster 13 (28290 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9680.084888 sec): 2 clusters Score: Raw -2677430.489036 + Penalty 973.775048 = -2676456.713988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9680.164143 sec): 3 clusters Score: Raw -2659440.447810 + Penalty 1947.550096 = -2657492.897714 nChanged 13295 SP:Iteration 1F (9680.245098 sec): 3 clusters Score: Raw -2667392.700687 + Penalty 1947.550096 = -2665445.150590 nChanged 1276 SP:Iteration 2Q (9680.322176 sec): 3 clusters Score: Raw -2667866.461482 + Penalty 1947.550096 = -2665918.911386 nChanged 1326 SP:Iteration 3Q (9680.406829 sec): 3 clusters Score: Raw -2668401.324542 + Penalty 1947.550096 = -2666453.774446 nChanged 1368 SP:Iteration 4Q (9680.485839 sec): 3 clusters Score: Raw -2669040.788086 + Penalty 1947.550096 = -2667093.237990 nChanged 1500 SP:Iteration 5F (9680.562500 sec): 3 clusters Score: Raw -2669882.896985 + Penalty 1947.550096 = -2667935.346889 nChanged 1674 SP:Iteration 6F (9680.644965 sec): 3 clusters Score: Raw -2671045.626470 + Penalty 1947.550096 = -2669098.076374 nChanged 1759 SP:Iteration 7F (9680.726960 sec): 3 clusters Score: Raw -2672370.687059 + Penalty 1947.550096 = -2670423.136963 nChanged 1694 SP:Iteration 8F (9680.804434 sec): 3 clusters Score: Raw -2673648.258283 + Penalty 1947.550096 = -2671700.708187 nChanged 1402 SP:Iteration 9Q (9680.892650 sec): 3 clusters Score: Raw -2674487.935711 + Penalty 1947.550096 = -2672540.385615 nChanged 1015 SP:Iteration 10Q (9680.957528 sec): 3 clusters Score: Raw -2674944.289535 + Penalty 1947.550096 = -2672996.739439 nChanged 691 SP:Iteration 11Q (9681.040938 sec): 3 clusters Score: Raw -2675230.281634 + Penalty 1947.550096 = -2673282.731538 nChanged 590 SP:Iteration 12Q (9681.116637 sec): 3 clusters Score: Raw -2675489.372322 + Penalty 1947.550096 = -2673541.822226 nChanged 570 SP:Iteration 13Q (9681.191899 sec): 3 clusters Score: Raw -2675740.376403 + Penalty 1947.550096 = -2673792.826307 nChanged 530 SP:Iteration 14Q (9681.268614 sec): 3 clusters Score: Raw -2675989.322064 + Penalty 1947.550096 = -2674041.771968 nChanged 503 SP:Iteration 15Q (9681.346346 sec): 3 clusters Score: Raw -2676230.757712 + Penalty 1947.550096 = -2674283.207615 nChanged 487 SP:Iteration 16Q (9681.420630 sec): 3 clusters Score: Raw -2676498.012842 + Penalty 1947.550096 = -2674550.462746 nChanged 502 SP:Iteration 17Q (9681.496658 sec): 3 clusters Score: Raw -2676864.231591 + Penalty 1947.550096 = -2674916.681495 nChanged 559 SP:Iteration 18Q (9681.575599 sec): 3 clusters Score: Raw -2677297.379671 + Penalty 1947.550096 = -2675349.829575 nChanged 540 SP:Iteration 19Q (9681.650518 sec): 3 clusters Score: Raw -2677642.993300 + Penalty 1947.550096 = -2675695.443204 nChanged 481 SP:Iteration 20F (9681.731162 sec): 3 clusters Score: Raw -2677907.752475 + Penalty 1947.550096 = -2675960.202379 nChanged 379 SP:Iteration 21Q (9681.821768 sec): 3 clusters Score: Raw -2678066.864841 + Penalty 1947.550096 = -2676119.314744 nChanged 279 SP:Iteration 22Q (9681.896902 sec): 3 clusters Score: Raw -2678155.355979 + Penalty 1947.550096 = -2676207.805883 nChanged 216 SP:Iteration 23Q (9681.974228 sec): 3 clusters Score: Raw -2678209.129907 + Penalty 1947.550096 = -2676261.579811 nChanged 144 SP:Iteration 24Q (9682.056406 sec): 3 clusters Score: Raw -2678237.521380 + Penalty 1947.550096 = -2676289.971284 nChanged 113 SP:Iteration 25Q (9682.138133 sec): 3 clusters Score: Raw -2678253.684325 + Penalty 1947.550096 = -2676306.134229 nChanged 87 SP:Iteration 26Q (9682.214434 sec): 3 clusters Score: Raw -2678263.204709 + Penalty 1947.550096 = -2676315.654613 nChanged 73 SP:Iteration 27Q (9682.295951 sec): 3 clusters Score: Raw -2678270.284027 + Penalty 1947.550096 = -2676322.733931 nChanged 47 SP:Iteration 28Q (9682.374098 sec): 3 clusters Score: Raw -2678274.236942 + Penalty 1947.550096 = -2676326.686846 nChanged 47 SP:Iteration 29Q (9682.456803 sec): 3 clusters Score: Raw -2678277.875292 + Penalty 1947.550096 = -2676330.325196 nChanged 36 SP:Iteration 30Q (9682.539367 sec): 3 clusters Score: Raw -2678280.182004 + Penalty 1947.550096 = -2676332.631908 nChanged 34 SP:Iteration 31Q (9682.612707 sec): 3 clusters Score: Raw -2678282.467645 + Penalty 1947.550096 = -2676334.917548 nChanged 19 SP:Iteration 32Q (9682.684773 sec): 3 clusters Score: Raw -2678283.184818 + Penalty 1947.550096 = -2676335.634722 nChanged 12 SP:Iteration 33Q (9682.760944 sec): 3 clusters Score: Raw -2678283.796035 + Penalty 1947.550096 = -2676336.245939 nChanged 12 SP:Iteration 34Q (9682.837337 sec): 3 clusters Score: Raw -2678284.297804 + Penalty 1947.550096 = -2676336.747708 nChanged 16 SP:Iteration 35Q (9682.910001 sec): 3 clusters Score: Raw -2678285.026322 + Penalty 1947.550096 = -2676337.476226 nChanged 16 SP:Iteration 36Q (9683.002438 sec): 3 clusters Score: Raw -2678285.535407 + Penalty 1947.550096 = -2676337.985311 nChanged 6 SP:Iteration 37Q (9683.083895 sec): 3 clusters Score: Raw -2678285.751541 + Penalty 1947.550096 = -2676338.201445 nChanged 5 SP:Iteration 38Q (9683.156516 sec): 3 clusters Score: Raw -2678285.891234 + Penalty 1947.550096 = -2676338.341137 nChanged 3 SP:Iteration 39Q (9683.238323 sec): 3 clusters Score: Raw -2678285.965138 + Penalty 1947.550096 = -2676338.415042 nChanged 2 SP:Iteration 40F (9683.317426 sec): 3 clusters Score: Raw -2678286.048251 + Penalty 1947.550096 = -2676338.498155 nChanged 5 SP:Iteration 41Q (9683.398084 sec): 3 clusters Score: Raw -2678286.185289 + Penalty 1947.550096 = -2676338.635193 nChanged 3 SP:Iteration 42Q (9683.468050 sec): 3 clusters Score: Raw -2678286.315564 + Penalty 1947.550096 = -2676338.765467 nChanged 9 SP:Iteration 43Q (9683.554708 sec): 3 clusters Score: Raw -2678286.730766 + Penalty 1947.550096 = -2676339.180670 nChanged 7 SP:Iteration 44Q (9683.637019 sec): 3 clusters Score: Raw -2678287.036848 + Penalty 1947.550096 = -2676339.486752 nChanged 3 SP:Iteration 45Q (9683.718257 sec): 3 clusters Score: Raw -2678287.137093 + Penalty 1947.550096 = -2676339.586996 nChanged 2 SP:Iteration 46Q (9683.791911 sec): 3 clusters Score: Raw -2678287.214268 + Penalty 1947.550096 = -2676339.664172 nChanged 2 SP:Iteration 47Q (9683.860889 sec): 3 clusters Score: Raw -2678287.272958 + Penalty 1947.550096 = -2676339.722862 nChanged 3 SP:Iteration 48Q (9683.939543 sec): 3 clusters Score: Raw -2678287.350218 + Penalty 1947.550096 = -2676339.800122 nChanged 2 SP:Iteration 49Q (9684.029903 sec): 3 clusters Score: Raw -2678287.396285 + Penalty 1947.550096 = -2676339.846189 nChanged 0 SP:Iteration 50F (9684.110846 sec): 3 clusters Score: Raw -2678287.396285 + Penalty 1947.550096 = -2676339.846189 nChanged 0 Trying to split cluster 14 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9684.141983 sec): 2 clusters Score: Raw -550686.066511 + Penalty 828.892337 = -549857.174174 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9684.194180 sec): 3 clusters Score: Raw -547218.112041 + Penalty 1657.784674 = -545560.327367 nChanged 2667 SP:Iteration 1F (9684.235243 sec): 3 clusters Score: Raw -548868.068657 + Penalty 1657.784674 = -547210.283982 nChanged 573 SP:Iteration 2F (9684.292936 sec): 3 clusters Score: Raw -549284.572344 + Penalty 1657.784674 = -547626.787670 nChanged 487 SP:Iteration 3F (9684.354775 sec): 3 clusters Score: Raw -549685.720552 + Penalty 1657.784674 = -548027.935878 nChanged 420 SP:Iteration 4F (9684.408029 sec): 3 clusters Score: Raw -549988.448388 + Penalty 1657.784674 = -548330.663714 nChanged 316 SP:Iteration 5F (9684.462609 sec): 3 clusters Score: Raw -550228.470554 + Penalty 1657.784674 = -548570.685880 nChanged 296 SP:Iteration 6Q (9684.516372 sec): 3 clusters Score: Raw -550461.118867 + Penalty 1657.784674 = -548803.334193 nChanged 209 SP:Iteration 7Q (9684.562747 sec): 3 clusters Score: Raw -550602.288098 + Penalty 1657.784674 = -548944.503424 nChanged 131 SP:Iteration 8Q (9684.617700 sec): 3 clusters Score: Raw -550685.243776 + Penalty 1657.784674 = -549027.459102 nChanged 97 SP:Iteration 9Q (9684.659739 sec): 3 clusters Score: Raw -550740.422335 + Penalty 1657.784674 = -549082.637661 nChanged 73 SP:Iteration 10Q (9684.708397 sec): 3 clusters Score: Raw -550772.393532 + Penalty 1657.784674 = -549114.608858 nChanged 52 SP:Iteration 11Q (9684.751639 sec): 3 clusters Score: Raw -550799.699724 + Penalty 1657.784674 = -549141.915050 nChanged 61 SP:Iteration 12Q (9684.814257 sec): 3 clusters Score: Raw -550841.539693 + Penalty 1657.784674 = -549183.755018 nChanged 68 SP:Iteration 13Q (9684.863593 sec): 3 clusters Score: Raw -550877.287156 + Penalty 1657.784674 = -549219.502482 nChanged 65 SP:Iteration 14Q (9684.920864 sec): 3 clusters Score: Raw -550915.877095 + Penalty 1657.784674 = -549258.092421 nChanged 51 SP:Iteration 15Q (9684.978449 sec): 3 clusters Score: Raw -550945.892113 + Penalty 1657.784674 = -549288.107439 nChanged 39 SP:Iteration 16Q (9685.024602 sec): 3 clusters Score: Raw -550965.383332 + Penalty 1657.784674 = -549307.598658 nChanged 35 SP:Iteration 17Q (9685.083191 sec): 3 clusters Score: Raw -550979.371941 + Penalty 1657.784674 = -549321.587267 nChanged 40 SP:Iteration 18Q (9685.141687 sec): 3 clusters Score: Raw -550992.768674 + Penalty 1657.784674 = -549334.984000 nChanged 37 SP:Iteration 19Q (9685.189101 sec): 3 clusters Score: Raw -551005.260843 + Penalty 1657.784674 = -549347.476169 nChanged 27 SP:Iteration 20F (9685.236687 sec): 3 clusters Score: Raw -551014.336067 + Penalty 1657.784674 = -549356.551393 nChanged 19 SP:Iteration 21Q (9685.297878 sec): 3 clusters Score: Raw -551019.897069 + Penalty 1657.784674 = -549362.112395 nChanged 16 SP:Iteration 22Q (9685.348074 sec): 3 clusters Score: Raw -551024.646888 + Penalty 1657.784674 = -549366.862213 nChanged 23 SP:Iteration 23Q (9685.402713 sec): 3 clusters Score: Raw -551030.682645 + Penalty 1657.784674 = -549372.897971 nChanged 13 SP:Iteration 24Q (9685.456983 sec): 3 clusters Score: Raw -551033.722328 + Penalty 1657.784674 = -549375.937654 nChanged 10 SP:Iteration 25Q (9685.512758 sec): 3 clusters Score: Raw -551037.209858 + Penalty 1657.784674 = -549379.425184 nChanged 11 SP:Iteration 26Q (9685.569289 sec): 3 clusters Score: Raw -551041.495258 + Penalty 1657.784674 = -549383.710584 nChanged 18 SP:Iteration 27Q (9685.625313 sec): 3 clusters Score: Raw -551047.198302 + Penalty 1657.784674 = -549389.413627 nChanged 11 SP:Iteration 28Q (9685.669671 sec): 3 clusters Score: Raw -551049.240347 + Penalty 1657.784674 = -549391.455673 nChanged 3 SP:Iteration 29Q (9685.735094 sec): 3 clusters Score: Raw -551049.650574 + Penalty 1657.784674 = -549391.865900 nChanged 5 SP:Iteration 30Q (9685.791142 sec): 3 clusters Score: Raw -551050.508586 + Penalty 1657.784674 = -549392.723912 nChanged 5 SP:Iteration 31Q (9685.847887 sec): 3 clusters Score: Raw -551051.050191 + Penalty 1657.784674 = -549393.265517 nChanged 3 SP:Iteration 32Q (9685.903692 sec): 3 clusters Score: Raw -551051.359133 + Penalty 1657.784674 = -549393.574458 nChanged 6 SP:Iteration 33Q (9685.960252 sec): 3 clusters Score: Raw -551052.557237 + Penalty 1657.784674 = -549394.772563 nChanged 8 SP:Iteration 34Q (9686.016113 sec): 3 clusters Score: Raw -551054.396801 + Penalty 1657.784674 = -549396.612127 nChanged 5 SP:Iteration 35Q (9686.058422 sec): 3 clusters Score: Raw -551055.240069 + Penalty 1657.784674 = -549397.455395 nChanged 3 SP:Iteration 36Q (9686.120510 sec): 3 clusters Score: Raw -551055.830310 + Penalty 1657.784674 = -549398.045636 nChanged 2 SP:Iteration 37Q (9686.164431 sec): 3 clusters Score: Raw -551056.016455 + Penalty 1657.784674 = -549398.231781 nChanged 3 SP:Iteration 38Q (9686.220687 sec): 3 clusters Score: Raw -551056.766446 + Penalty 1657.784674 = -549398.981772 nChanged 3 SP:Iteration 39Q (9686.287909 sec): 3 clusters Score: Raw -551057.563513 + Penalty 1657.784674 = -549399.778839 nChanged 4 SP:Iteration 40F (9686.339280 sec): 3 clusters Score: Raw -551058.812037 + Penalty 1657.784674 = -549401.027363 nChanged 5 SP:Iteration 41Q (9686.390149 sec): 3 clusters Score: Raw -551060.441455 + Penalty 1657.784674 = -549402.656781 nChanged 3 SP:Iteration 42Q (9686.440819 sec): 3 clusters Score: Raw -551061.159536 + Penalty 1657.784674 = -549403.374862 nChanged 4 SP:Iteration 43Q (9686.490020 sec): 3 clusters Score: Raw -551062.320468 + Penalty 1657.784674 = -549404.535794 nChanged 5 SP:Iteration 44Q (9686.529415 sec): 3 clusters Score: Raw -551063.461343 + Penalty 1657.784674 = -549405.676669 nChanged 5 SP:Iteration 45Q (9686.591663 sec): 3 clusters Score: Raw -551064.520199 + Penalty 1657.784674 = -549406.735525 nChanged 6 SP:Iteration 46Q (9686.647569 sec): 3 clusters Score: Raw -551065.890496 + Penalty 1657.784674 = -549408.105822 nChanged 3 SP:Iteration 47Q (9686.697250 sec): 3 clusters Score: Raw -551067.278176 + Penalty 1657.784674 = -549409.493502 nChanged 6 SP:Iteration 48Q (9686.754756 sec): 3 clusters Score: Raw -551068.758494 + Penalty 1657.784674 = -549410.973820 nChanged 2 SP:Iteration 49Q (9686.806486 sec): 3 clusters Score: Raw -551069.073533 + Penalty 1657.784674 = -549411.288859 nChanged 6 SP:Iteration 50Q (9686.861076 sec): 3 clusters Score: Raw -551070.370098 + Penalty 1657.784674 = -549412.585424 nChanged 5 SP:Iteration 51Q (9686.903939 sec): 3 clusters Score: Raw -551072.214164 + Penalty 1657.784674 = -549414.429490 nChanged 10 SP:Iteration 52Q (9686.948456 sec): 3 clusters Score: Raw -551075.340967 + Penalty 1657.784674 = -549417.556293 nChanged 5 SP:Iteration 53Q (9686.995762 sec): 3 clusters Score: Raw -551076.195720 + Penalty 1657.784674 = -549418.411046 nChanged 3 SP:Iteration 54Q (9687.048406 sec): 3 clusters Score: Raw -551076.940995 + Penalty 1657.784674 = -549419.156321 nChanged 4 SP:Iteration 55Q (9687.101858 sec): 3 clusters Score: Raw -551077.801773 + Penalty 1657.784674 = -549420.017099 nChanged 4 SP:Iteration 56Q (9687.150604 sec): 3 clusters Score: Raw -551079.596425 + Penalty 1657.784674 = -549421.811751 nChanged 3 SP:Iteration 57Q (9687.204760 sec): 3 clusters Score: Raw -551080.332718 + Penalty 1657.784674 = -549422.548044 nChanged 2 SP:Iteration 58Q (9687.255441 sec): 3 clusters Score: Raw -551080.649446 + Penalty 1657.784674 = -549422.864772 nChanged 1 SP:Iteration 59Q (9687.306623 sec): 3 clusters Score: Raw -551080.780089 + Penalty 1657.784674 = -549422.995415 nChanged 0 SP:Iteration 60F (9687.362779 sec): 3 clusters Score: Raw -551080.780089 + Penalty 1657.784674 = -549422.995415 nChanged 0 Trying to split cluster 15 (2648 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9687.388656 sec): 2 clusters Score: Raw -242454.638665 + Penalty 748.748192 = -241705.890473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9687.441243 sec): 3 clusters Score: Raw -241098.748688 + Penalty 1497.496384 = -239601.252304 nChanged 1059 SP:Iteration 1F (9687.493681 sec): 3 clusters Score: Raw -241731.130625 + Penalty 1497.496384 = -240233.634241 nChanged 232 SP:Iteration 2F (9687.551360 sec): 3 clusters Score: Raw -241889.575566 + Penalty 1497.496384 = -240392.079182 nChanged 176 SP:Iteration 3F (9687.603864 sec): 3 clusters Score: Raw -242001.642091 + Penalty 1497.496384 = -240504.145707 nChanged 144 SP:Iteration 4F (9687.657531 sec): 3 clusters Score: Raw -242112.221668 + Penalty 1497.496384 = -240614.725284 nChanged 144 SP:Iteration 5F (9687.699601 sec): 3 clusters Score: Raw -242217.510514 + Penalty 1497.496384 = -240720.014130 nChanged 119 SP:Iteration 6Q (9687.762204 sec): 3 clusters Score: Raw -242302.313825 + Penalty 1497.496384 = -240804.817441 nChanged 90 SP:Iteration 7Q (9687.802712 sec): 3 clusters Score: Raw -242361.321067 + Penalty 1497.496384 = -240863.824683 nChanged 68 SP:Iteration 8Q (9687.857404 sec): 3 clusters Score: Raw -242400.766138 + Penalty 1497.496384 = -240903.269754 nChanged 64 SP:Iteration 9Q (9687.907957 sec): 3 clusters Score: Raw -242445.284611 + Penalty 1497.496384 = -240947.788227 nChanged 64 SP:Iteration 10Q (9687.951060 sec): 3 clusters Score: Raw -242485.994588 + Penalty 1497.496384 = -240988.498204 nChanged 45 SP:Iteration 11Q (9688.013686 sec): 3 clusters Score: Raw -242512.167907 + Penalty 1497.496384 = -241014.671523 nChanged 43 SP:Iteration 12Q (9688.048795 sec): 3 clusters Score: Raw -242546.617491 + Penalty 1497.496384 = -241049.121106 nChanged 38 SP:Iteration 13Q (9688.102430 sec): 3 clusters Score: Raw -242577.617944 + Penalty 1497.496384 = -241080.121560 nChanged 32 SP:Iteration 14Q (9688.142237 sec): 3 clusters Score: Raw -242608.510434 + Penalty 1497.496384 = -241111.014050 nChanged 31 SP:Iteration 15Q (9688.198185 sec): 3 clusters Score: Raw -242636.480050 + Penalty 1497.496384 = -241138.983666 nChanged 23 SP:Iteration 16Q (9688.252153 sec): 3 clusters Score: Raw -242656.266159 + Penalty 1497.496384 = -241158.769775 nChanged 24 SP:Iteration 17Q (9688.294999 sec): 3 clusters Score: Raw -242680.682984 + Penalty 1497.496384 = -241183.186600 nChanged 24 SP:Iteration 18Q (9688.344645 sec): 3 clusters Score: Raw -242696.213891 + Penalty 1497.496384 = -241198.717507 nChanged 9 SP:Iteration 19Q (9688.397092 sec): 3 clusters Score: Raw -242702.875185 + Penalty 1497.496384 = -241205.378801 nChanged 5 SP:Iteration 20F (9688.436778 sec): 3 clusters Score: Raw -242705.367850 + Penalty 1497.496384 = -241207.871466 nChanged 2 SP:Iteration 21Q (9688.493847 sec): 3 clusters Score: Raw -242708.437806 + Penalty 1497.496384 = -241210.941422 nChanged 6 SP:Iteration 22Q (9688.548975 sec): 3 clusters Score: Raw -242711.571234 + Penalty 1497.496384 = -241214.074850 nChanged 4 SP:Iteration 23Q (9688.591368 sec): 3 clusters Score: Raw -242714.145690 + Penalty 1497.496384 = -241216.649306 nChanged 5 SP:Iteration 24Q (9688.650005 sec): 3 clusters Score: Raw -242719.253199 + Penalty 1497.496384 = -241221.756814 nChanged 9 SP:Iteration 25Q (9688.695306 sec): 3 clusters Score: Raw -242725.355966 + Penalty 1497.496384 = -241227.859582 nChanged 3 SP:Iteration 26Q (9688.744229 sec): 3 clusters Score: Raw -242727.238515 + Penalty 1497.496384 = -241229.742131 nChanged 3 SP:Iteration 27Q (9688.785325 sec): 3 clusters Score: Raw -242728.600059 + Penalty 1497.496384 = -241231.103675 nChanged 1 SP:Iteration 28Q (9688.838320 sec): 3 clusters Score: Raw -242728.810491 + Penalty 1497.496384 = -241231.314106 nChanged 0 SP:Iteration 29F (9688.890507 sec): 3 clusters Score: Raw -242728.810491 + Penalty 1497.496384 = -241231.314106 nChanged 0 Trying to split cluster 16 (17499 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9688.947578 sec): 2 clusters Score: Raw -1601961.526459 + Penalty 928.140406 = -1601033.386052 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9689.018871 sec): 3 clusters Score: Raw -1591194.293442 + Penalty 1856.280813 = -1589338.012629 nChanged 8027 SP:Iteration 1F (9689.080653 sec): 3 clusters Score: Raw -1595835.551297 + Penalty 1856.280813 = -1593979.270484 nChanged 928 SP:Iteration 2F (9689.160044 sec): 3 clusters Score: Raw -1596279.631353 + Penalty 1856.280813 = -1594423.350540 nChanged 1071 SP:Iteration 3F (9689.212814 sec): 3 clusters Score: Raw -1596934.210614 + Penalty 1856.280813 = -1595077.929801 nChanged 1178 SP:Iteration 4F (9689.283346 sec): 3 clusters Score: Raw -1597797.571540 + Penalty 1856.280813 = -1595941.290727 nChanged 1280 SP:Iteration 5F (9689.357488 sec): 3 clusters Score: Raw -1598894.697912 + Penalty 1856.280813 = -1597038.417099 nChanged 1153 SP:Iteration 6F (9689.428253 sec): 3 clusters Score: Raw -1599932.451181 + Penalty 1856.280813 = -1598076.170368 nChanged 871 SP:Iteration 7Q (9689.488715 sec): 3 clusters Score: Raw -1600709.369364 + Penalty 1856.280813 = -1598853.088551 nChanged 586 SP:Iteration 8Q (9689.567537 sec): 3 clusters Score: Raw -1601158.859259 + Penalty 1856.280813 = -1599302.578446 nChanged 384 SP:Iteration 9Q (9689.636432 sec): 3 clusters Score: Raw -1601402.874782 + Penalty 1856.280813 = -1599546.593970 nChanged 292 SP:Iteration 10Q (9689.695862 sec): 3 clusters Score: Raw -1601578.196532 + Penalty 1856.280813 = -1599721.915719 nChanged 231 SP:Iteration 11Q (9689.773066 sec): 3 clusters Score: Raw -1601708.692634 + Penalty 1856.280813 = -1599852.411821 nChanged 181 SP:Iteration 12Q (9689.831933 sec): 3 clusters Score: Raw -1601805.196178 + Penalty 1856.280813 = -1599948.915366 nChanged 154 SP:Iteration 13Q (9689.907913 sec): 3 clusters Score: Raw -1601890.146196 + Penalty 1856.280813 = -1600033.865383 nChanged 120 SP:Iteration 14Q (9689.966315 sec): 3 clusters Score: Raw -1601949.632685 + Penalty 1856.280813 = -1600093.351872 nChanged 81 SP:Iteration 15Q (9690.027463 sec): 3 clusters Score: Raw -1601983.608462 + Penalty 1856.280813 = -1600127.327649 nChanged 69 SP:Iteration 16Q (9690.104734 sec): 3 clusters Score: Raw -1602015.895324 + Penalty 1856.280813 = -1600159.614511 nChanged 65 SP:Iteration 17Q (9690.159558 sec): 3 clusters Score: Raw -1602049.230989 + Penalty 1856.280813 = -1600192.950176 nChanged 56 SP:Iteration 18Q (9690.225085 sec): 3 clusters Score: Raw -1602076.970244 + Penalty 1856.280813 = -1600220.689431 nChanged 40 SP:Iteration 19Q (9690.289824 sec): 3 clusters Score: Raw -1602100.010860 + Penalty 1856.280813 = -1600243.730047 nChanged 39 SP:Iteration 20F (9690.367119 sec): 3 clusters Score: Raw -1602125.371339 + Penalty 1856.280813 = -1600269.090526 nChanged 35 SP:Iteration 21Q (9690.423235 sec): 3 clusters Score: Raw -1602147.737079 + Penalty 1856.280813 = -1600291.456266 nChanged 30 SP:Iteration 22Q (9690.489357 sec): 3 clusters Score: Raw -1602162.720455 + Penalty 1856.280813 = -1600306.439642 nChanged 25 SP:Iteration 23Q (9690.559742 sec): 3 clusters Score: Raw -1602174.955830 + Penalty 1856.280813 = -1600318.675017 nChanged 14 SP:Iteration 24Q (9690.624635 sec): 3 clusters Score: Raw -1602181.250497 + Penalty 1856.280813 = -1600324.969684 nChanged 10 SP:Iteration 25Q (9690.684515 sec): 3 clusters Score: Raw -1602186.737095 + Penalty 1856.280813 = -1600330.456282 nChanged 10 SP:Iteration 26Q (9690.758619 sec): 3 clusters Score: Raw -1602191.472755 + Penalty 1856.280813 = -1600335.191942 nChanged 3 SP:Iteration 27Q (9690.824675 sec): 3 clusters Score: Raw -1602192.873337 + Penalty 1856.280813 = -1600336.592524 nChanged 2 SP:Iteration 28Q (9690.870050 sec): 3 clusters Score: Raw -1602193.669830 + Penalty 1856.280813 = -1600337.389017 nChanged 1 SP:Iteration 29Q (9690.936681 sec): 3 clusters Score: Raw -1602193.986766 + Penalty 1856.280813 = -1600337.705953 nChanged 2 SP:Iteration 30Q (9691.003514 sec): 3 clusters Score: Raw -1602195.086513 + Penalty 1856.280813 = -1600338.805701 nChanged 4 SP:Iteration 31Q (9691.072215 sec): 3 clusters Score: Raw -1602197.146972 + Penalty 1856.280813 = -1600340.866159 nChanged 6 SP:Iteration 32Q (9691.133897 sec): 3 clusters Score: Raw -1602199.593260 + Penalty 1856.280813 = -1600343.312447 nChanged 1 SP:Iteration 33Q (9691.199354 sec): 3 clusters Score: Raw -1602199.779919 + Penalty 1856.280813 = -1600343.499106 nChanged 1 SP:Iteration 34Q (9691.253256 sec): 3 clusters Score: Raw -1602200.041412 + Penalty 1856.280813 = -1600343.760599 nChanged 1 SP:Iteration 35Q (9691.330690 sec): 3 clusters Score: Raw -1602200.911743 + Penalty 1856.280813 = -1600344.630930 nChanged 2 SP:Iteration 36Q (9691.387102 sec): 3 clusters Score: Raw -1602201.312303 + Penalty 1856.280813 = -1600345.031490 nChanged 1 SP:Iteration 37Q (9691.452103 sec): 3 clusters Score: Raw -1602201.467101 + Penalty 1856.280813 = -1600345.186288 nChanged 1 SP:Iteration 38Q (9691.527661 sec): 3 clusters Score: Raw -1602201.619287 + Penalty 1856.280813 = -1600345.338474 nChanged 0 SP:Iteration 39F (9691.586037 sec): 3 clusters Score: Raw -1602201.619287 + Penalty 1856.280813 = -1600345.338474 nChanged 0 Trying to split cluster 17 (57814 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9691.679825 sec): 2 clusters Score: Raw -5295862.470651 + Penalty 1041.673693 = -5294820.796958 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9691.798655 sec): 3 clusters Score: Raw -5258376.859887 + Penalty 2083.347386 = -5256293.512501 nChanged 27542 SP:Iteration 1F (9691.925639 sec): 3 clusters Score: Raw -5274633.959512 + Penalty 2083.347386 = -5272550.612126 nChanged 2185 SP:Iteration 2Q (9692.046971 sec): 3 clusters Score: Raw -5275299.425665 + Penalty 2083.347386 = -5273216.078279 nChanged 2351 SP:Iteration 3Q (9692.179128 sec): 3 clusters Score: Raw -5276152.852120 + Penalty 2083.347386 = -5274069.504734 nChanged 2590 SP:Iteration 4Q (9692.286715 sec): 3 clusters Score: Raw -5277243.741786 + Penalty 2083.347386 = -5275160.394400 nChanged 2914 SP:Iteration 5F (9692.386656 sec): 3 clusters Score: Raw -5278678.701828 + Penalty 2083.347386 = -5276595.354442 nChanged 3098 SP:Iteration 6F (9692.486580 sec): 3 clusters Score: Raw -5280627.851828 + Penalty 2083.347386 = -5278544.504442 nChanged 3397 SP:Iteration 7F (9692.573748 sec): 3 clusters Score: Raw -5283119.161874 + Penalty 2083.347386 = -5281035.814489 nChanged 3337 SP:Iteration 8F (9692.685661 sec): 3 clusters Score: Raw -5285450.963880 + Penalty 2083.347386 = -5283367.616495 nChanged 2636 SP:Iteration 9Q (9692.825552 sec): 3 clusters Score: Raw -5286745.114218 + Penalty 2083.347386 = -5284661.766833 nChanged 1699 SP:Iteration 10Q (9692.944479 sec): 3 clusters Score: Raw -5287323.771149 + Penalty 2083.347386 = -5285240.423763 nChanged 1167 SP:Iteration 11Q (9693.054267 sec): 3 clusters Score: Raw -5287701.187947 + Penalty 2083.347386 = -5285617.840561 nChanged 1092 SP:Iteration 12Q (9693.172886 sec): 3 clusters Score: Raw -5288089.267146 + Penalty 2083.347386 = -5286005.919760 nChanged 1132 SP:Iteration 13Q (9693.291612 sec): 3 clusters Score: Raw -5288498.132442 + Penalty 2083.347386 = -5286414.785057 nChanged 1142 SP:Iteration 14Q (9693.403965 sec): 3 clusters Score: Raw -5288930.914367 + Penalty 2083.347386 = -5286847.566981 nChanged 1156 SP:Iteration 15Q (9693.520479 sec): 3 clusters Score: Raw -5289395.587819 + Penalty 2083.347386 = -5287312.240433 nChanged 1196 SP:Iteration 16Q (9693.640641 sec): 3 clusters Score: Raw -5289904.536955 + Penalty 2083.347386 = -5287821.189569 nChanged 1146 SP:Iteration 17Q (9693.756526 sec): 3 clusters Score: Raw -5290418.846960 + Penalty 2083.347386 = -5288335.499574 nChanged 1145 SP:Iteration 18Q (9693.871550 sec): 3 clusters Score: Raw -5290961.947634 + Penalty 2083.347386 = -5288878.600248 nChanged 1154 SP:Iteration 19Q (9693.981595 sec): 3 clusters Score: Raw -5291543.802822 + Penalty 2083.347386 = -5289460.455437 nChanged 1119 SP:Iteration 20F (9694.086651 sec): 3 clusters Score: Raw -5292100.962270 + Penalty 2083.347386 = -5290017.614885 nChanged 1008 SP:Iteration 21Q (9694.198595 sec): 3 clusters Score: Raw -5292608.925402 + Penalty 2083.347386 = -5290525.578017 nChanged 962 SP:Iteration 22Q (9694.302739 sec): 3 clusters Score: Raw -5293101.137068 + Penalty 2083.347386 = -5291017.789683 nChanged 891 SP:Iteration 23Q (9694.413753 sec): 3 clusters Score: Raw -5293534.254302 + Penalty 2083.347386 = -5291450.906916 nChanged 751 SP:Iteration 24Q (9694.516045 sec): 3 clusters Score: Raw -5293887.304523 + Penalty 2083.347386 = -5291803.957137 nChanged 658 SP:Iteration 25Q (9694.624609 sec): 3 clusters Score: Raw -5294210.787234 + Penalty 2083.347386 = -5292127.439848 nChanged 624 SP:Iteration 26Q (9694.725284 sec): 3 clusters Score: Raw -5294537.375420 + Penalty 2083.347386 = -5292454.028034 nChanged 579 SP:Iteration 27Q (9694.821817 sec): 3 clusters Score: Raw -5294854.537100 + Penalty 2083.347386 = -5292771.189715 nChanged 513 SP:Iteration 28Q (9694.938914 sec): 3 clusters Score: Raw -5295126.366493 + Penalty 2083.347386 = -5293043.019108 nChanged 420 SP:Iteration 29Q (9695.060515 sec): 3 clusters Score: Raw -5295329.714518 + Penalty 2083.347386 = -5293246.367132 nChanged 376 SP:Iteration 30Q (9695.164440 sec): 3 clusters Score: Raw -5295511.871816 + Penalty 2083.347386 = -5293428.524431 nChanged 345 SP:Iteration 31Q (9695.272769 sec): 3 clusters Score: Raw -5295665.245601 + Penalty 2083.347386 = -5293581.898215 nChanged 259 SP:Iteration 32Q (9695.380292 sec): 3 clusters Score: Raw -5295771.479738 + Penalty 2083.347386 = -5293688.132353 nChanged 236 SP:Iteration 33Q (9695.485627 sec): 3 clusters Score: Raw -5295870.012103 + Penalty 2083.347386 = -5293786.664718 nChanged 188 SP:Iteration 34Q (9695.601344 sec): 3 clusters Score: Raw -5295957.455516 + Penalty 2083.347386 = -5293874.108130 nChanged 167 SP:Iteration 35Q (9695.712847 sec): 3 clusters Score: Raw -5296021.653354 + Penalty 2083.347386 = -5293938.305968 nChanged 135 SP:Iteration 36Q (9695.822503 sec): 3 clusters Score: Raw -5296076.302306 + Penalty 2083.347386 = -5293992.954920 nChanged 102 SP:Iteration 37Q (9695.927491 sec): 3 clusters Score: Raw -5296120.145636 + Penalty 2083.347386 = -5294036.798251 nChanged 107 SP:Iteration 38Q (9696.033133 sec): 3 clusters Score: Raw -5296163.529554 + Penalty 2083.347386 = -5294080.182169 nChanged 85 SP:Iteration 39Q (9696.145174 sec): 3 clusters Score: Raw -5296190.802460 + Penalty 2083.347386 = -5294107.455074 nChanged 72 SP:Iteration 40F (9696.254599 sec): 3 clusters Score: Raw -5296213.997427 + Penalty 2083.347386 = -5294130.650041 nChanged 59 SP:Iteration 41Q (9696.358289 sec): 3 clusters Score: Raw -5296233.029146 + Penalty 2083.347386 = -5294149.681760 nChanged 54 SP:Iteration 42Q (9696.463715 sec): 3 clusters Score: Raw -5296249.765373 + Penalty 2083.347386 = -5294166.417987 nChanged 50 SP:Iteration 43Q (9696.572636 sec): 3 clusters Score: Raw -5296264.692937 + Penalty 2083.347386 = -5294181.345551 nChanged 34 SP:Iteration 44Q (9696.675459 sec): 3 clusters Score: Raw -5296274.947671 + Penalty 2083.347386 = -5294191.600286 nChanged 24 SP:Iteration 45Q (9696.787021 sec): 3 clusters Score: Raw -5296285.646876 + Penalty 2083.347386 = -5294202.299491 nChanged 24 SP:Iteration 46Q (9696.895727 sec): 3 clusters Score: Raw -5296292.465248 + Penalty 2083.347386 = -5294209.117863 nChanged 23 SP:Iteration 47Q (9697.005779 sec): 3 clusters Score: Raw -5296298.789832 + Penalty 2083.347386 = -5294215.442446 nChanged 21 SP:Iteration 48Q (9697.112052 sec): 3 clusters Score: Raw -5296302.947331 + Penalty 2083.347386 = -5294219.599945 nChanged 15 SP:Iteration 49Q (9697.219141 sec): 3 clusters Score: Raw -5296306.089098 + Penalty 2083.347386 = -5294222.741712 nChanged 8 SP:Iteration 50Q (9697.331916 sec): 3 clusters Score: Raw -5296307.695585 + Penalty 2083.347386 = -5294224.348199 nChanged 9 SP:Iteration 51Q (9697.434408 sec): 3 clusters Score: Raw -5296309.003246 + Penalty 2083.347386 = -5294225.655860 nChanged 3 SP:Iteration 52Q (9697.527934 sec): 3 clusters Score: Raw -5296309.347932 + Penalty 2083.347386 = -5294226.000546 nChanged 4 SP:Iteration 53Q (9697.645654 sec): 3 clusters Score: Raw -5296309.680009 + Penalty 2083.347386 = -5294226.332623 nChanged 2 SP:Iteration 54Q (9697.752913 sec): 3 clusters Score: Raw -5296309.946729 + Penalty 2083.347386 = -5294226.599343 nChanged 4 SP:Iteration 55Q (9697.852745 sec): 3 clusters Score: Raw -5296310.830103 + Penalty 2083.347386 = -5294227.482717 nChanged 5 SP:Iteration 56Q (9697.964202 sec): 3 clusters Score: Raw -5296311.722998 + Penalty 2083.347386 = -5294228.375612 nChanged 4 SP:Iteration 57Q (9698.067060 sec): 3 clusters Score: Raw -5296312.384694 + Penalty 2083.347386 = -5294229.037308 nChanged 7 SP:Iteration 58Q (9698.180448 sec): 3 clusters Score: Raw -5296313.473207 + Penalty 2083.347386 = -5294230.125822 nChanged 4 SP:Iteration 59Q (9698.285787 sec): 3 clusters Score: Raw -5296314.232854 + Penalty 2083.347386 = -5294230.885468 nChanged 5 SP:Iteration 60F (9698.395579 sec): 3 clusters Score: Raw -5296315.176317 + Penalty 2083.347386 = -5294231.828932 nChanged 2 SP:Iteration 61Q (9698.499130 sec): 3 clusters Score: Raw -5296315.424477 + Penalty 2083.347386 = -5294232.077091 nChanged 2 SP:Iteration 62Q (9698.604699 sec): 3 clusters Score: Raw -5296315.590907 + Penalty 2083.347386 = -5294232.243522 nChanged 1 SP:Iteration 63Q (9698.700328 sec): 3 clusters Score: Raw -5296315.868974 + Penalty 2083.347386 = -5294232.521588 nChanged 0 SP:Iteration 64F (9698.820598 sec): 3 clusters Score: Raw -5296315.868974 + Penalty 2083.347386 = -5294232.521588 nChanged 0 Trying to split cluster 18 (1765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9698.854851 sec): 2 clusters Score: Raw -156847.861283 + Penalty 710.211067 = -156137.650216 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9698.899780 sec): 3 clusters Score: Raw -156045.017249 + Penalty 1420.422134 = -154624.595115 nChanged 679 SP:Iteration 1F (9698.947269 sec): 3 clusters Score: Raw -156489.848920 + Penalty 1420.422134 = -155069.426786 nChanged 162 SP:Iteration 2F (9698.985072 sec): 3 clusters Score: Raw -156647.466771 + Penalty 1420.422134 = -155227.044637 nChanged 133 SP:Iteration 3F (9699.048253 sec): 3 clusters Score: Raw -156792.496853 + Penalty 1420.422134 = -155372.074719 nChanged 122 SP:Iteration 4F (9699.097591 sec): 3 clusters Score: Raw -156917.681547 + Penalty 1420.422134 = -155497.259413 nChanged 105 SP:Iteration 5F (9699.135297 sec): 3 clusters Score: Raw -157000.114144 + Penalty 1420.422134 = -155579.692010 nChanged 82 SP:Iteration 6Q (9699.196693 sec): 3 clusters Score: Raw -157068.106831 + Penalty 1420.422134 = -155647.684697 nChanged 54 SP:Iteration 7Q (9699.244382 sec): 3 clusters Score: Raw -157112.801784 + Penalty 1420.422134 = -155692.379650 nChanged 43 SP:Iteration 8Q (9699.284400 sec): 3 clusters Score: Raw -157140.552156 + Penalty 1420.422134 = -155720.130022 nChanged 32 SP:Iteration 9Q (9699.324060 sec): 3 clusters Score: Raw -157162.857814 + Penalty 1420.422134 = -155742.435680 nChanged 21 SP:Iteration 10Q (9699.376325 sec): 3 clusters Score: Raw -157177.119576 + Penalty 1420.422134 = -155756.697442 nChanged 15 SP:Iteration 11Q (9699.419517 sec): 3 clusters Score: Raw -157184.740034 + Penalty 1420.422134 = -155764.317900 nChanged 7 SP:Iteration 12Q (9699.466605 sec): 3 clusters Score: Raw -157187.724515 + Penalty 1420.422134 = -155767.302381 nChanged 6 SP:Iteration 13Q (9699.512030 sec): 3 clusters Score: Raw -157189.624194 + Penalty 1420.422134 = -155769.202060 nChanged 4 SP:Iteration 14Q (9699.557328 sec): 3 clusters Score: Raw -157190.965695 + Penalty 1420.422134 = -155770.543561 nChanged 1 SP:Iteration 15Q (9699.596333 sec): 3 clusters Score: Raw -157191.353478 + Penalty 1420.422134 = -155770.931344 nChanged 2 SP:Iteration 16Q (9699.641878 sec): 3 clusters Score: Raw -157191.641074 + Penalty 1420.422134 = -155771.218940 nChanged 0 SP:Iteration 17F (9699.687505 sec): 3 clusters Score: Raw -157191.641074 + Penalty 1420.422134 = -155771.218940 nChanged 0 Trying to split cluster 19 (28834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9699.754951 sec): 2 clusters Score: Raw -2780828.347602 + Penalty 975.584500 = -2779852.763102 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9699.839579 sec): 3 clusters Score: Raw -2762457.799187 + Penalty 1951.169000 = -2760506.630187 nChanged 13644 SP:Iteration 1F (9699.921361 sec): 3 clusters Score: Raw -2770332.210292 + Penalty 1951.169000 = -2768381.041292 nChanged 1244 SP:Iteration 2Q (9699.996859 sec): 3 clusters Score: Raw -2770703.733608 + Penalty 1951.169000 = -2768752.564608 nChanged 1131 SP:Iteration 3Q (9700.085330 sec): 3 clusters Score: Raw -2771056.468467 + Penalty 1951.169000 = -2769105.299467 nChanged 1098 SP:Iteration 4Q (9700.179312 sec): 3 clusters Score: Raw -2771410.827832 + Penalty 1951.169000 = -2769459.658833 nChanged 1141 SP:Iteration 5Q (9700.256551 sec): 3 clusters Score: Raw -2771835.350237 + Penalty 1951.169000 = -2769884.181237 nChanged 1206 SP:Iteration 6Q (9700.341457 sec): 3 clusters Score: Raw -2772362.438407 + Penalty 1951.169000 = -2770411.269407 nChanged 1319 SP:Iteration 7Q (9700.418334 sec): 3 clusters Score: Raw -2773079.840645 + Penalty 1951.169000 = -2771128.671646 nChanged 1495 SP:Iteration 8F (9700.499268 sec): 3 clusters Score: Raw -2774132.887804 + Penalty 1951.169000 = -2772181.718805 nChanged 1532 SP:Iteration 9F (9700.571296 sec): 3 clusters Score: Raw -2775335.395516 + Penalty 1951.169000 = -2773384.226516 nChanged 1388 SP:Iteration 10Q (9700.649637 sec): 3 clusters Score: Raw -2776318.593699 + Penalty 1951.169000 = -2774367.424699 nChanged 1108 SP:Iteration 11Q (9700.732639 sec): 3 clusters Score: Raw -2776970.016124 + Penalty 1951.169000 = -2775018.847124 nChanged 840 SP:Iteration 12Q (9700.818695 sec): 3 clusters Score: Raw -2777401.594597 + Penalty 1951.169000 = -2775450.425597 nChanged 690 SP:Iteration 13Q (9700.898528 sec): 3 clusters Score: Raw -2777756.711422 + Penalty 1951.169000 = -2775805.542422 nChanged 635 SP:Iteration 14Q (9700.976820 sec): 3 clusters Score: Raw -2778101.928429 + Penalty 1951.169000 = -2776150.759429 nChanged 613 SP:Iteration 15Q (9701.057776 sec): 3 clusters Score: Raw -2778444.404919 + Penalty 1951.169000 = -2776493.235919 nChanged 557 SP:Iteration 16Q (9701.138916 sec): 3 clusters Score: Raw -2778777.215419 + Penalty 1951.169000 = -2776826.046419 nChanged 502 SP:Iteration 17Q (9701.210214 sec): 3 clusters Score: Raw -2779094.076071 + Penalty 1951.169000 = -2777142.907071 nChanged 462 SP:Iteration 18Q (9701.288035 sec): 3 clusters Score: Raw -2779396.682814 + Penalty 1951.169000 = -2777445.513814 nChanged 419 SP:Iteration 19Q (9701.361362 sec): 3 clusters Score: Raw -2779672.475451 + Penalty 1951.169000 = -2777721.306452 nChanged 387 SP:Iteration 20F (9701.442902 sec): 3 clusters Score: Raw -2779925.420530 + Penalty 1951.169000 = -2777974.251530 nChanged 343 SP:Iteration 21Q (9701.518801 sec): 3 clusters Score: Raw -2780143.758741 + Penalty 1951.169000 = -2778192.589742 nChanged 290 SP:Iteration 22Q (9701.594563 sec): 3 clusters Score: Raw -2780328.082754 + Penalty 1951.169000 = -2778376.913754 nChanged 243 SP:Iteration 23Q (9701.665473 sec): 3 clusters Score: Raw -2780475.247831 + Penalty 1951.169000 = -2778524.078831 nChanged 226 SP:Iteration 24Q (9701.741622 sec): 3 clusters Score: Raw -2780612.357835 + Penalty 1951.169000 = -2778661.188835 nChanged 168 SP:Iteration 25Q (9701.817217 sec): 3 clusters Score: Raw -2780705.556718 + Penalty 1951.169000 = -2778754.387719 nChanged 138 SP:Iteration 26Q (9701.885745 sec): 3 clusters Score: Raw -2780773.947581 + Penalty 1951.169000 = -2778822.778581 nChanged 102 SP:Iteration 27Q (9701.951070 sec): 3 clusters Score: Raw -2780817.680072 + Penalty 1951.169000 = -2778866.511072 nChanged 85 SP:Iteration 28Q (9702.019234 sec): 3 clusters Score: Raw -2780858.522060 + Penalty 1951.169000 = -2778907.353060 nChanged 73 SP:Iteration 29Q (9702.091399 sec): 3 clusters Score: Raw -2780900.784477 + Penalty 1951.169000 = -2778949.615477 nChanged 45 SP:Iteration 30Q (9702.165768 sec): 3 clusters Score: Raw -2780922.509385 + Penalty 1951.169000 = -2778971.340385 nChanged 39 SP:Iteration 31Q (9702.234985 sec): 3 clusters Score: Raw -2780942.131991 + Penalty 1951.169000 = -2778990.962991 nChanged 27 SP:Iteration 32Q (9702.302323 sec): 3 clusters Score: Raw -2780952.429005 + Penalty 1951.169000 = -2779001.260005 nChanged 26 SP:Iteration 33Q (9702.372526 sec): 3 clusters Score: Raw -2780962.607525 + Penalty 1951.169000 = -2779011.438525 nChanged 22 SP:Iteration 34Q (9702.452660 sec): 3 clusters Score: Raw -2780970.826031 + Penalty 1951.169000 = -2779019.657032 nChanged 20 SP:Iteration 35Q (9702.502554 sec): 3 clusters Score: Raw -2780980.357797 + Penalty 1951.169000 = -2779029.188797 nChanged 18 SP:Iteration 36Q (9702.574118 sec): 3 clusters Score: Raw -2780990.645507 + Penalty 1951.169000 = -2779039.476507 nChanged 15 SP:Iteration 37Q (9702.648160 sec): 3 clusters Score: Raw -2780998.046626 + Penalty 1951.169000 = -2779046.877626 nChanged 11 SP:Iteration 38Q (9702.726909 sec): 3 clusters Score: Raw -2781003.282045 + Penalty 1951.169000 = -2779052.113045 nChanged 16 SP:Iteration 39Q (9702.801132 sec): 3 clusters Score: Raw -2781012.460899 + Penalty 1951.169000 = -2779061.291900 nChanged 15 SP:Iteration 40F (9702.880552 sec): 3 clusters Score: Raw -2781019.881063 + Penalty 1951.169000 = -2779068.712063 nChanged 13 SP:Iteration 41Q (9702.957595 sec): 3 clusters Score: Raw -2781027.345986 + Penalty 1951.169000 = -2779076.176986 nChanged 10 SP:Iteration 42Q (9703.030450 sec): 3 clusters Score: Raw -2781032.208411 + Penalty 1951.169000 = -2779081.039411 nChanged 7 SP:Iteration 43Q (9703.110597 sec): 3 clusters Score: Raw -2781035.087802 + Penalty 1951.169000 = -2779083.918803 nChanged 5 SP:Iteration 44Q (9703.187234 sec): 3 clusters Score: Raw -2781037.492990 + Penalty 1951.169000 = -2779086.323990 nChanged 3 SP:Iteration 45Q (9703.263101 sec): 3 clusters Score: Raw -2781038.894639 + Penalty 1951.169000 = -2779087.725640 nChanged 2 SP:Iteration 46Q (9703.341759 sec): 3 clusters Score: Raw -2781039.797225 + Penalty 1951.169000 = -2779088.628225 nChanged 2 SP:Iteration 47Q (9703.418297 sec): 3 clusters Score: Raw -2781040.592189 + Penalty 1951.169000 = -2779089.423189 nChanged 2 SP:Iteration 48Q (9703.492140 sec): 3 clusters Score: Raw -2781042.122445 + Penalty 1951.169000 = -2779090.953445 nChanged 0 SP:Iteration 49F (9703.567196 sec): 3 clusters Score: Raw -2781042.122445 + Penalty 1951.169000 = -2779090.953445 nChanged 0 Trying to split cluster 20 (21783 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9703.625530 sec): 2 clusters Score: Raw -1859731.682545 + Penalty 948.944087 = -1858782.738458 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9703.695068 sec): 3 clusters Score: Raw -1846146.011929 + Penalty 1897.888174 = -1844248.123755 nChanged 10241 SP:Iteration 1F (9703.779081 sec): 3 clusters Score: Raw -1852077.875474 + Penalty 1897.888174 = -1850179.987300 nChanged 1166 SP:Iteration 2F (9703.848242 sec): 3 clusters Score: Raw -1852650.126960 + Penalty 1897.888174 = -1850752.238786 nChanged 1289 SP:Iteration 3F (9703.924756 sec): 3 clusters Score: Raw -1853405.776027 + Penalty 1897.888174 = -1851507.887852 nChanged 1427 SP:Iteration 4F (9704.007349 sec): 3 clusters Score: Raw -1854402.040488 + Penalty 1897.888174 = -1852504.152314 nChanged 1576 SP:Iteration 5F (9704.082883 sec): 3 clusters Score: Raw -1855617.644082 + Penalty 1897.888174 = -1853719.755908 nChanged 1531 SP:Iteration 6F (9704.148854 sec): 3 clusters Score: Raw -1856872.371798 + Penalty 1897.888174 = -1854974.483624 nChanged 1319 SP:Iteration 7F (9704.221176 sec): 3 clusters Score: Raw -1857893.761764 + Penalty 1897.888174 = -1855995.873590 nChanged 954 SP:Iteration 8Q (9704.300434 sec): 3 clusters Score: Raw -1858516.660218 + Penalty 1897.888174 = -1856618.772044 nChanged 658 SP:Iteration 9Q (9704.378098 sec): 3 clusters Score: Raw -1858917.250260 + Penalty 1897.888174 = -1857019.362086 nChanged 494 SP:Iteration 10Q (9704.446963 sec): 3 clusters Score: Raw -1859229.026035 + Penalty 1897.888174 = -1857331.137861 nChanged 404 SP:Iteration 11Q (9704.527113 sec): 3 clusters Score: Raw -1859494.434139 + Penalty 1897.888174 = -1857596.545965 nChanged 338 SP:Iteration 12Q (9704.603388 sec): 3 clusters Score: Raw -1859667.917109 + Penalty 1897.888174 = -1857770.028935 nChanged 271 SP:Iteration 13Q (9704.669019 sec): 3 clusters Score: Raw -1859775.182572 + Penalty 1897.888174 = -1857877.294398 nChanged 256 SP:Iteration 14Q (9704.749847 sec): 3 clusters Score: Raw -1859860.807300 + Penalty 1897.888174 = -1857962.919126 nChanged 207 SP:Iteration 15Q (9704.826148 sec): 3 clusters Score: Raw -1859921.155233 + Penalty 1897.888174 = -1858023.267059 nChanged 189 SP:Iteration 16Q (9704.901184 sec): 3 clusters Score: Raw -1859976.198377 + Penalty 1897.888174 = -1858078.310202 nChanged 181 SP:Iteration 17Q (9704.970971 sec): 3 clusters Score: Raw -1860027.575893 + Penalty 1897.888174 = -1858129.687718 nChanged 164 SP:Iteration 18Q (9705.033044 sec): 3 clusters Score: Raw -1860068.346021 + Penalty 1897.888174 = -1858170.457847 nChanged 150 SP:Iteration 19Q (9705.103675 sec): 3 clusters Score: Raw -1860107.979481 + Penalty 1897.888174 = -1858210.091307 nChanged 147 SP:Iteration 20F (9705.180472 sec): 3 clusters Score: Raw -1860148.229891 + Penalty 1897.888174 = -1858250.341717 nChanged 130 SP:Iteration 21Q (9705.251889 sec): 3 clusters Score: Raw -1860177.501010 + Penalty 1897.888174 = -1858279.612836 nChanged 96 SP:Iteration 22Q (9705.326683 sec): 3 clusters Score: Raw -1860194.929146 + Penalty 1897.888174 = -1858297.040972 nChanged 96 SP:Iteration 23Q (9705.401320 sec): 3 clusters Score: Raw -1860212.408712 + Penalty 1897.888174 = -1858314.520538 nChanged 83 SP:Iteration 24Q (9705.470936 sec): 3 clusters Score: Raw -1860225.547477 + Penalty 1897.888174 = -1858327.659303 nChanged 75 SP:Iteration 25Q (9705.531543 sec): 3 clusters Score: Raw -1860235.696922 + Penalty 1897.888174 = -1858337.808747 nChanged 63 SP:Iteration 26Q (9705.614474 sec): 3 clusters Score: Raw -1860244.557619 + Penalty 1897.888174 = -1858346.669445 nChanged 58 SP:Iteration 27Q (9705.686352 sec): 3 clusters Score: Raw -1860252.007819 + Penalty 1897.888174 = -1858354.119644 nChanged 58 SP:Iteration 28Q (9705.761453 sec): 3 clusters Score: Raw -1860260.288321 + Penalty 1897.888174 = -1858362.400146 nChanged 71 SP:Iteration 29Q (9705.828464 sec): 3 clusters Score: Raw -1860272.613423 + Penalty 1897.888174 = -1858374.725249 nChanged 77 SP:Iteration 30Q (9705.902697 sec): 3 clusters Score: Raw -1860285.578359 + Penalty 1897.888174 = -1858387.690184 nChanged 78 SP:Iteration 31Q (9705.982503 sec): 3 clusters Score: Raw -1860297.464554 + Penalty 1897.888174 = -1858399.576380 nChanged 61 SP:Iteration 32Q (9706.056263 sec): 3 clusters Score: Raw -1860304.836607 + Penalty 1897.888174 = -1858406.948433 nChanged 49 SP:Iteration 33Q (9706.110645 sec): 3 clusters Score: Raw -1860311.207833 + Penalty 1897.888174 = -1858413.319658 nChanged 46 SP:Iteration 34Q (9706.187569 sec): 3 clusters Score: Raw -1860317.601987 + Penalty 1897.888174 = -1858419.713813 nChanged 45 SP:Iteration 35Q (9706.269281 sec): 3 clusters Score: Raw -1860323.020313 + Penalty 1897.888174 = -1858425.132139 nChanged 33 SP:Iteration 36Q (9706.336919 sec): 3 clusters Score: Raw -1860326.607195 + Penalty 1897.888174 = -1858428.719020 nChanged 29 SP:Iteration 37Q (9706.414134 sec): 3 clusters Score: Raw -1860329.679256 + Penalty 1897.888174 = -1858431.791082 nChanged 24 SP:Iteration 38Q (9706.475452 sec): 3 clusters Score: Raw -1860331.894931 + Penalty 1897.888174 = -1858434.006757 nChanged 27 SP:Iteration 39Q (9706.558663 sec): 3 clusters Score: Raw -1860334.171000 + Penalty 1897.888174 = -1858436.282826 nChanged 26 SP:Iteration 40F (9706.631869 sec): 3 clusters Score: Raw -1860336.498736 + Penalty 1897.888174 = -1858438.610562 nChanged 25 SP:Iteration 41Q (9706.700366 sec): 3 clusters Score: Raw -1860339.171241 + Penalty 1897.888174 = -1858441.283067 nChanged 29 SP:Iteration 42Q (9706.771401 sec): 3 clusters Score: Raw -1860341.853884 + Penalty 1897.888174 = -1858443.965709 nChanged 28 SP:Iteration 43Q (9706.843968 sec): 3 clusters Score: Raw -1860344.307896 + Penalty 1897.888174 = -1858446.419722 nChanged 28 SP:Iteration 44Q (9706.914282 sec): 3 clusters Score: Raw -1860347.276981 + Penalty 1897.888174 = -1858449.388806 nChanged 19 SP:Iteration 45Q (9706.985536 sec): 3 clusters Score: Raw -1860349.367041 + Penalty 1897.888174 = -1858451.478867 nChanged 23 SP:Iteration 46Q (9707.054927 sec): 3 clusters Score: Raw -1860351.537850 + Penalty 1897.888174 = -1858453.649676 nChanged 20 SP:Iteration 47Q (9707.135468 sec): 3 clusters Score: Raw -1860353.660971 + Penalty 1897.888174 = -1858455.772796 nChanged 17 SP:Iteration 48Q (9707.209045 sec): 3 clusters Score: Raw -1860356.034641 + Penalty 1897.888174 = -1858458.146466 nChanged 19 SP:Iteration 49Q (9707.280752 sec): 3 clusters Score: Raw -1860358.080463 + Penalty 1897.888174 = -1858460.192289 nChanged 20 SP:Iteration 50Q (9707.353436 sec): 3 clusters Score: Raw -1860359.965918 + Penalty 1897.888174 = -1858462.077743 nChanged 25 SP:Iteration 51Q (9707.418579 sec): 3 clusters Score: Raw -1860362.338572 + Penalty 1897.888174 = -1858464.450397 nChanged 24 SP:Iteration 52Q (9707.499839 sec): 3 clusters Score: Raw -1860364.836747 + Penalty 1897.888174 = -1858466.948573 nChanged 20 SP:Iteration 53Q (9707.565512 sec): 3 clusters Score: Raw -1860366.670289 + Penalty 1897.888174 = -1858468.782115 nChanged 19 SP:Iteration 54Q (9707.637951 sec): 3 clusters Score: Raw -1860367.944852 + Penalty 1897.888174 = -1858470.056677 nChanged 11 SP:Iteration 55Q (9707.709113 sec): 3 clusters Score: Raw -1860368.899138 + Penalty 1897.888174 = -1858471.010963 nChanged 13 SP:Iteration 56Q (9707.778976 sec): 3 clusters Score: Raw -1860370.204448 + Penalty 1897.888174 = -1858472.316273 nChanged 9 SP:Iteration 57Q (9707.847220 sec): 3 clusters Score: Raw -1860370.869254 + Penalty 1897.888174 = -1858472.981080 nChanged 10 SP:Iteration 58Q (9707.918037 sec): 3 clusters Score: Raw -1860371.670057 + Penalty 1897.888174 = -1858473.781883 nChanged 10 SP:Iteration 59Q (9707.988816 sec): 3 clusters Score: Raw -1860372.629466 + Penalty 1897.888174 = -1858474.741291 nChanged 12 SP:Iteration 60F (9708.054536 sec): 3 clusters Score: Raw -1860373.793090 + Penalty 1897.888174 = -1858475.904916 nChanged 12 SP:Iteration 61Q (9708.130365 sec): 3 clusters Score: Raw -1860374.668263 + Penalty 1897.888174 = -1858476.780089 nChanged 11 SP:Iteration 62Q (9708.191117 sec): 3 clusters Score: Raw -1860375.730082 + Penalty 1897.888174 = -1858477.841908 nChanged 10 SP:Iteration 63Q (9708.264104 sec): 3 clusters Score: Raw -1860376.473571 + Penalty 1897.888174 = -1858478.585397 nChanged 10 SP:Iteration 64Q (9708.338173 sec): 3 clusters Score: Raw -1860377.447789 + Penalty 1897.888174 = -1858479.559615 nChanged 12 SP:Iteration 65Q (9708.412197 sec): 3 clusters Score: Raw -1860378.226363 + Penalty 1897.888174 = -1858480.338188 nChanged 6 SP:Iteration 66Q (9708.486346 sec): 3 clusters Score: Raw -1860378.716755 + Penalty 1897.888174 = -1858480.828581 nChanged 3 SP:Iteration 67Q (9708.560498 sec): 3 clusters Score: Raw -1860378.951664 + Penalty 1897.888174 = -1858481.063490 nChanged 3 SP:Iteration 68Q (9708.632257 sec): 3 clusters Score: Raw -1860379.150338 + Penalty 1897.888174 = -1858481.262164 nChanged 2 SP:Iteration 69Q (9708.706459 sec): 3 clusters Score: Raw -1860379.200104 + Penalty 1897.888174 = -1858481.311930 nChanged 0 SP:Iteration 70F (9708.787588 sec): 3 clusters Score: Raw -1860379.200104 + Penalty 1897.888174 = -1858481.311930 nChanged 0 Trying to split cluster 21 (30816 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9708.834380 sec): 2 clusters Score: Raw -2967681.833779 + Penalty 981.899985 = -2966699.933794 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9708.933048 sec): 3 clusters Score: Raw -2948093.509857 + Penalty 1963.799970 = -2946129.709888 nChanged 14539 SP:Iteration 1F (9709.025216 sec): 3 clusters Score: Raw -2956771.120690 + Penalty 1963.799970 = -2954807.320721 nChanged 1598 SP:Iteration 2F (9709.104635 sec): 3 clusters Score: Raw -2957464.171613 + Penalty 1963.799970 = -2955500.371644 nChanged 1699 SP:Iteration 3F (9709.179217 sec): 3 clusters Score: Raw -2958349.002957 + Penalty 1963.799970 = -2956385.202987 nChanged 1894 SP:Iteration 4F (9709.267293 sec): 3 clusters Score: Raw -2959394.066301 + Penalty 1963.799970 = -2957430.266332 nChanged 1883 SP:Iteration 5F (9709.355901 sec): 3 clusters Score: Raw -2960429.844909 + Penalty 1963.799970 = -2958466.044939 nChanged 1715 SP:Iteration 6F (9709.438081 sec): 3 clusters Score: Raw -2961328.447303 + Penalty 1963.799970 = -2959364.647333 nChanged 1535 SP:Iteration 7Q (9709.528491 sec): 3 clusters Score: Raw -2962062.023172 + Penalty 1963.799970 = -2960098.223202 nChanged 1255 SP:Iteration 8Q (9709.617785 sec): 3 clusters Score: Raw -2962612.364481 + Penalty 1963.799970 = -2960648.564511 nChanged 1086 SP:Iteration 9Q (9709.694321 sec): 3 clusters Score: Raw -2963061.149790 + Penalty 1963.799970 = -2961097.349821 nChanged 930 SP:Iteration 10Q (9709.784690 sec): 3 clusters Score: Raw -2963407.564188 + Penalty 1963.799970 = -2961443.764219 nChanged 773 SP:Iteration 11Q (9709.866731 sec): 3 clusters Score: Raw -2963667.911784 + Penalty 1963.799970 = -2961704.111814 nChanged 684 SP:Iteration 12Q (9709.956073 sec): 3 clusters Score: Raw -2963870.362970 + Penalty 1963.799970 = -2961906.563000 nChanged 600 SP:Iteration 13Q (9710.044583 sec): 3 clusters Score: Raw -2964023.778240 + Penalty 1963.799970 = -2962059.978270 nChanged 483 SP:Iteration 14Q (9710.123800 sec): 3 clusters Score: Raw -2964126.743934 + Penalty 1963.799970 = -2962162.943964 nChanged 386 SP:Iteration 15Q (9710.210187 sec): 3 clusters Score: Raw -2964199.712569 + Penalty 1963.799970 = -2962235.912600 nChanged 342 SP:Iteration 16Q (9710.298650 sec): 3 clusters Score: Raw -2964261.755513 + Penalty 1963.799970 = -2962297.955543 nChanged 292 SP:Iteration 17Q (9710.387348 sec): 3 clusters Score: Raw -2964314.286434 + Penalty 1963.799970 = -2962350.486464 nChanged 310 SP:Iteration 18Q (9710.468501 sec): 3 clusters Score: Raw -2964374.262433 + Penalty 1963.799970 = -2962410.462463 nChanged 320 SP:Iteration 19Q (9710.559769 sec): 3 clusters Score: Raw -2964431.265426 + Penalty 1963.799970 = -2962467.465456 nChanged 269 SP:Iteration 20F (9710.649127 sec): 3 clusters Score: Raw -2964475.044048 + Penalty 1963.799970 = -2962511.244078 nChanged 248 SP:Iteration 21Q (9710.727918 sec): 3 clusters Score: Raw -2964512.638592 + Penalty 1963.799970 = -2962548.838623 nChanged 212 SP:Iteration 22Q (9710.815287 sec): 3 clusters Score: Raw -2964541.065032 + Penalty 1963.799970 = -2962577.265062 nChanged 204 SP:Iteration 23Q (9710.900776 sec): 3 clusters Score: Raw -2964567.557145 + Penalty 1963.799970 = -2962603.757176 nChanged 203 SP:Iteration 24Q (9710.983532 sec): 3 clusters Score: Raw -2964593.913769 + Penalty 1963.799970 = -2962630.113799 nChanged 193 SP:Iteration 25Q (9711.062169 sec): 3 clusters Score: Raw -2964618.251894 + Penalty 1963.799970 = -2962654.451925 nChanged 181 SP:Iteration 26Q (9711.138355 sec): 3 clusters Score: Raw -2964640.121684 + Penalty 1963.799970 = -2962676.321714 nChanged 183 SP:Iteration 27Q (9711.220155 sec): 3 clusters Score: Raw -2964665.277495 + Penalty 1963.799970 = -2962701.477525 nChanged 209 SP:Iteration 28Q (9711.298566 sec): 3 clusters Score: Raw -2964695.140200 + Penalty 1963.799970 = -2962731.340231 nChanged 231 SP:Iteration 29Q (9711.383387 sec): 3 clusters Score: Raw -2964728.888776 + Penalty 1963.799970 = -2962765.088806 nChanged 223 SP:Iteration 30Q (9711.468949 sec): 3 clusters Score: Raw -2964758.516739 + Penalty 1963.799970 = -2962794.716769 nChanged 224 SP:Iteration 31Q (9711.545373 sec): 3 clusters Score: Raw -2964788.467419 + Penalty 1963.799970 = -2962824.667450 nChanged 227 SP:Iteration 32Q (9711.632487 sec): 3 clusters Score: Raw -2964822.425895 + Penalty 1963.799970 = -2962858.625925 nChanged 258 SP:Iteration 33Q (9711.716907 sec): 3 clusters Score: Raw -2964862.095734 + Penalty 1963.799970 = -2962898.295765 nChanged 264 SP:Iteration 34Q (9711.803495 sec): 3 clusters Score: Raw -2964906.859606 + Penalty 1963.799970 = -2962943.059636 nChanged 264 SP:Iteration 35Q (9711.891448 sec): 3 clusters Score: Raw -2964949.151525 + Penalty 1963.799970 = -2962985.351555 nChanged 280 SP:Iteration 36Q (9711.979426 sec): 3 clusters Score: Raw -2965000.254409 + Penalty 1963.799970 = -2963036.454439 nChanged 319 SP:Iteration 37Q (9712.077222 sec): 3 clusters Score: Raw -2965066.169136 + Penalty 1963.799970 = -2963102.369166 nChanged 334 SP:Iteration 38Q (9712.148143 sec): 3 clusters Score: Raw -2965140.323698 + Penalty 1963.799970 = -2963176.523728 nChanged 347 SP:Iteration 39Q (9712.228717 sec): 3 clusters Score: Raw -2965223.775947 + Penalty 1963.799970 = -2963259.975977 nChanged 373 SP:Iteration 40F (9712.306473 sec): 3 clusters Score: Raw -2965325.538506 + Penalty 1963.799970 = -2963361.738537 nChanged 384 SP:Iteration 41Q (9712.390124 sec): 3 clusters Score: Raw -2965430.533195 + Penalty 1963.799970 = -2963466.733225 nChanged 390 SP:Iteration 42Q (9712.482294 sec): 3 clusters Score: Raw -2965539.539550 + Penalty 1963.799970 = -2963575.739581 nChanged 405 SP:Iteration 43Q (9712.561843 sec): 3 clusters Score: Raw -2965653.121924 + Penalty 1963.799970 = -2963689.321954 nChanged 410 SP:Iteration 44Q (9712.630696 sec): 3 clusters Score: Raw -2965767.696208 + Penalty 1963.799970 = -2963803.896238 nChanged 415 SP:Iteration 45Q (9712.708507 sec): 3 clusters Score: Raw -2965894.456711 + Penalty 1963.799970 = -2963930.656741 nChanged 438 SP:Iteration 46Q (9712.780964 sec): 3 clusters Score: Raw -2966025.484198 + Penalty 1963.799970 = -2964061.684229 nChanged 421 SP:Iteration 47Q (9712.865715 sec): 3 clusters Score: Raw -2966162.340223 + Penalty 1963.799970 = -2964198.540253 nChanged 418 SP:Iteration 48Q (9712.934348 sec): 3 clusters Score: Raw -2966305.926238 + Penalty 1963.799970 = -2964342.126269 nChanged 418 SP:Iteration 49Q (9713.019354 sec): 3 clusters Score: Raw -2966456.783369 + Penalty 1963.799970 = -2964492.983399 nChanged 453 SP:Iteration 50Q (9713.102699 sec): 3 clusters Score: Raw -2966624.444065 + Penalty 1963.799970 = -2964660.644095 nChanged 408 SP:Iteration 51Q (9713.172760 sec): 3 clusters Score: Raw -2966790.270405 + Penalty 1963.799970 = -2964826.470435 nChanged 411 SP:Iteration 52Q (9713.259604 sec): 3 clusters Score: Raw -2966965.265191 + Penalty 1963.799970 = -2965001.465221 nChanged 379 SP:Iteration 53Q (9713.333683 sec): 3 clusters Score: Raw -2967134.407029 + Penalty 1963.799970 = -2965170.607059 nChanged 318 SP:Iteration 54Q (9713.419070 sec): 3 clusters Score: Raw -2967269.267330 + Penalty 1963.799970 = -2965305.467360 nChanged 260 SP:Iteration 55Q (9713.493010 sec): 3 clusters Score: Raw -2967376.263946 + Penalty 1963.799970 = -2965412.463976 nChanged 208 SP:Iteration 56Q (9713.582532 sec): 3 clusters Score: Raw -2967453.034479 + Penalty 1963.799970 = -2965489.234509 nChanged 180 SP:Iteration 57Q (9713.662450 sec): 3 clusters Score: Raw -2967525.610143 + Penalty 1963.799970 = -2965561.810174 nChanged 155 SP:Iteration 58Q (9713.744495 sec): 3 clusters Score: Raw -2967585.428946 + Penalty 1963.799970 = -2965621.628976 nChanged 118 SP:Iteration 59Q (9713.827964 sec): 3 clusters Score: Raw -2967632.259144 + Penalty 1963.799970 = -2965668.459174 nChanged 112 SP:Iteration 60F (9713.929087 sec): 3 clusters Score: Raw -2967676.765263 + Penalty 1963.799970 = -2965712.965293 nChanged 96 SP:Iteration 61Q (9714.000747 sec): 3 clusters Score: Raw -2967719.731277 + Penalty 1963.799970 = -2965755.931307 nChanged 80 SP:Iteration 62Q (9714.089248 sec): 3 clusters Score: Raw -2967751.723938 + Penalty 1963.799970 = -2965787.923969 nChanged 71 SP:Iteration 63Q (9714.167622 sec): 3 clusters Score: Raw -2967776.299693 + Penalty 1963.799970 = -2965812.499723 nChanged 63 SP:Iteration 64Q (9714.251104 sec): 3 clusters Score: Raw -2967798.622770 + Penalty 1963.799970 = -2965834.822801 nChanged 56 SP:Iteration 65Q (9714.337331 sec): 3 clusters Score: Raw -2967819.299349 + Penalty 1963.799970 = -2965855.499379 nChanged 52 SP:Iteration 66Q (9714.429549 sec): 3 clusters Score: Raw -2967836.229391 + Penalty 1963.799970 = -2965872.429421 nChanged 37 SP:Iteration 67Q (9714.502801 sec): 3 clusters Score: Raw -2967852.654054 + Penalty 1963.799970 = -2965888.854084 nChanged 44 SP:Iteration 68Q (9714.594040 sec): 3 clusters Score: Raw -2967868.487996 + Penalty 1963.799970 = -2965904.688026 nChanged 36 SP:Iteration 69Q (9714.674877 sec): 3 clusters Score: Raw -2967882.234714 + Penalty 1963.799970 = -2965918.434744 nChanged 30 SP:Iteration 70Q (9714.747879 sec): 3 clusters Score: Raw -2967895.184144 + Penalty 1963.799970 = -2965931.384174 nChanged 34 SP:Iteration 71Q (9714.827685 sec): 3 clusters Score: Raw -2967905.800369 + Penalty 1963.799970 = -2965942.000399 nChanged 24 SP:Iteration 72Q (9714.908967 sec): 3 clusters Score: Raw -2967912.772580 + Penalty 1963.799970 = -2965948.972610 nChanged 15 SP:Iteration 73Q (9714.980309 sec): 3 clusters Score: Raw -2967915.590158 + Penalty 1963.799970 = -2965951.790188 nChanged 9 SP:Iteration 74Q (9715.044224 sec): 3 clusters Score: Raw -2967919.147123 + Penalty 1963.799970 = -2965955.347153 nChanged 11 SP:Iteration 75Q (9715.121857 sec): 3 clusters Score: Raw -2967921.493761 + Penalty 1963.799970 = -2965957.693791 nChanged 8 SP:Iteration 76Q (9715.200080 sec): 3 clusters Score: Raw -2967923.625344 + Penalty 1963.799970 = -2965959.825375 nChanged 9 SP:Iteration 77Q (9715.276176 sec): 3 clusters Score: Raw -2967925.845614 + Penalty 1963.799970 = -2965962.045644 nChanged 8 SP:Iteration 78Q (9715.358044 sec): 3 clusters Score: Raw -2967927.626641 + Penalty 1963.799970 = -2965963.826671 nChanged 5 SP:Iteration 79Q (9715.443002 sec): 3 clusters Score: Raw -2967928.774849 + Penalty 1963.799970 = -2965964.974879 nChanged 4 SP:Iteration 80F (9715.524658 sec): 3 clusters Score: Raw -2967929.780890 + Penalty 1963.799970 = -2965965.980921 nChanged 8 SP:Iteration 81Q (9715.609493 sec): 3 clusters Score: Raw -2967932.263723 + Penalty 1963.799970 = -2965968.463753 nChanged 9 SP:Iteration 82Q (9715.688328 sec): 3 clusters Score: Raw -2967935.332842 + Penalty 1963.799970 = -2965971.532872 nChanged 11 SP:Iteration 83Q (9715.766934 sec): 3 clusters Score: Raw -2967938.482939 + Penalty 1963.799970 = -2965974.682969 nChanged 6 SP:Iteration 84Q (9715.847113 sec): 3 clusters Score: Raw -2967940.497448 + Penalty 1963.799970 = -2965976.697478 nChanged 8 SP:Iteration 85Q (9715.911533 sec): 3 clusters Score: Raw -2967942.085611 + Penalty 1963.799970 = -2965978.285641 nChanged 7 SP:Iteration 86Q (9715.995979 sec): 3 clusters Score: Raw -2967943.848648 + Penalty 1963.799970 = -2965980.048678 nChanged 6 SP:Iteration 87Q (9716.074544 sec): 3 clusters Score: Raw -2967945.430598 + Penalty 1963.799970 = -2965981.630628 nChanged 7 SP:Iteration 88Q (9716.151648 sec): 3 clusters Score: Raw -2967948.517357 + Penalty 1963.799970 = -2965984.717388 nChanged 7 SP:Iteration 89Q (9716.228867 sec): 3 clusters Score: Raw -2967950.992572 + Penalty 1963.799970 = -2965987.192603 nChanged 4 SP:Iteration 90Q (9716.300341 sec): 3 clusters Score: Raw -2967951.821176 + Penalty 1963.799970 = -2965988.021207 nChanged 1 SP:Iteration 91Q (9716.381285 sec): 3 clusters Score: Raw -2967952.260480 + Penalty 1963.799970 = -2965988.460510 nChanged 2 SP:Iteration 92Q (9716.456802 sec): 3 clusters Score: Raw -2967952.754514 + Penalty 1963.799970 = -2965988.954545 nChanged 2 SP:Iteration 93Q (9716.522361 sec): 3 clusters Score: Raw -2967953.101618 + Penalty 1963.799970 = -2965989.301648 nChanged 1 SP:Iteration 94Q (9716.596825 sec): 3 clusters Score: Raw -2967953.757836 + Penalty 1963.799970 = -2965989.957867 nChanged 4 SP:Iteration 95Q (9716.673869 sec): 3 clusters Score: Raw -2967955.322997 + Penalty 1963.799970 = -2965991.523027 nChanged 6 SP:Iteration 96Q (9716.748331 sec): 3 clusters Score: Raw -2967958.363164 + Penalty 1963.799970 = -2965994.563195 nChanged 8 SP:Iteration 97Q (9716.827262 sec): 3 clusters Score: Raw -2967960.656696 + Penalty 1963.799970 = -2965996.856727 nChanged 5 SP:Iteration 98Q (9716.899346 sec): 3 clusters Score: Raw -2967962.439473 + Penalty 1963.799970 = -2965998.639503 nChanged 7 SP:Iteration 99Q (9716.973752 sec): 3 clusters Score: Raw -2967964.126744 + Penalty 1963.799970 = -2966000.326774 nChanged 3 SP:Iteration 100F (9717.055781 sec): 3 clusters Score: Raw -2967964.930353 + Penalty 1963.799970 = -2966001.130383 nChanged 2 SP:Iteration 101Q (9717.135278 sec): 3 clusters Score: Raw -2967965.325792 + Penalty 1963.799970 = -2966001.525822 nChanged 2 SP:Iteration 102Q (9717.211932 sec): 3 clusters Score: Raw -2967965.698932 + Penalty 1963.799970 = -2966001.898962 nChanged 2 SP:Iteration 103Q (9717.292524 sec): 3 clusters Score: Raw -2967966.209489 + Penalty 1963.799970 = -2966002.409519 nChanged 3 SP:Iteration 104Q (9717.376443 sec): 3 clusters Score: Raw -2967967.082386 + Penalty 1963.799970 = -2966003.282416 nChanged 1 SP:Iteration 105Q (9717.449380 sec): 3 clusters Score: Raw -2967967.341920 + Penalty 1963.799970 = -2966003.541950 nChanged 0 SP:Iteration 106F (9717.534672 sec): 3 clusters Score: Raw -2967967.341920 + Penalty 1963.799970 = -2966003.541950 nChanged 0 Trying to split cluster 22 (134432 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9717.686324 sec): 2 clusters Score: Raw -12882816.612717 + Penalty 1121.837309 = -12881694.775409 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9717.895312 sec): 3 clusters Score: Raw -12793581.255444 + Penalty 2243.674617 = -12791337.580827 nChanged 65187 SP:Iteration 1F (9718.100308 sec): 3 clusters Score: Raw -12832853.953350 + Penalty 2243.674617 = -12830610.278732 nChanged 5221 SP:Iteration 2Q (9718.315762 sec): 3 clusters Score: Raw -12834508.512650 + Penalty 2243.674617 = -12832264.838033 nChanged 6084 SP:Iteration 3Q (9718.523277 sec): 3 clusters Score: Raw -12836883.304097 + Penalty 2243.674617 = -12834639.629480 nChanged 7116 SP:Iteration 4F (9718.721666 sec): 3 clusters Score: Raw -12840482.418300 + Penalty 2243.674617 = -12838238.743683 nChanged 8283 SP:Iteration 5F (9718.942301 sec): 3 clusters Score: Raw -12845757.718004 + Penalty 2243.674617 = -12843514.043387 nChanged 9006 SP:Iteration 6F (9719.157156 sec): 3 clusters Score: Raw -12852380.629063 + Penalty 2243.674617 = -12850136.954446 nChanged 8550 SP:Iteration 7F (9719.351366 sec): 3 clusters Score: Raw -12859189.646771 + Penalty 2243.674617 = -12856945.972154 nChanged 7011 SP:Iteration 8F (9719.541315 sec): 3 clusters Score: Raw -12864280.526605 + Penalty 2243.674617 = -12862036.851988 nChanged 5147 SP:Iteration 9Q (9719.759642 sec): 3 clusters Score: Raw -12867080.816058 + Penalty 2243.674617 = -12864837.141441 nChanged 3478 SP:Iteration 10Q (9719.980092 sec): 3 clusters Score: Raw -12868637.336009 + Penalty 2243.674617 = -12866393.661392 nChanged 2901 SP:Iteration 11Q (9720.191409 sec): 3 clusters Score: Raw -12869914.828953 + Penalty 2243.674617 = -12867671.154336 nChanged 2766 SP:Iteration 12Q (9720.391657 sec): 3 clusters Score: Raw -12871130.861281 + Penalty 2243.674617 = -12868887.186664 nChanged 2734 SP:Iteration 13Q (9720.571799 sec): 3 clusters Score: Raw -12872406.078020 + Penalty 2243.674617 = -12870162.403403 nChanged 2777 SP:Iteration 14Q (9720.785214 sec): 3 clusters Score: Raw -12873816.558766 + Penalty 2243.674617 = -12871572.884148 nChanged 2673 SP:Iteration 15Q (9720.988790 sec): 3 clusters Score: Raw -12875240.896785 + Penalty 2243.674617 = -12872997.222168 nChanged 2476 SP:Iteration 16Q (9721.165232 sec): 3 clusters Score: Raw -12876551.657700 + Penalty 2243.674617 = -12874307.983083 nChanged 2166 SP:Iteration 17Q (9721.351446 sec): 3 clusters Score: Raw -12877689.938913 + Penalty 2243.674617 = -12875446.264296 nChanged 1916 SP:Iteration 18Q (9721.559370 sec): 3 clusters Score: Raw -12878702.410399 + Penalty 2243.674617 = -12876458.735782 nChanged 1579 SP:Iteration 19Q (9721.768712 sec): 3 clusters Score: Raw -12879515.282396 + Penalty 2243.674617 = -12877271.607779 nChanged 1359 SP:Iteration 20F (9721.983623 sec): 3 clusters Score: Raw -12880189.417630 + Penalty 2243.674617 = -12877945.743013 nChanged 1135 SP:Iteration 21Q (9722.170750 sec): 3 clusters Score: Raw -12880758.993462 + Penalty 2243.674617 = -12878515.318845 nChanged 974 SP:Iteration 22Q (9722.360422 sec): 3 clusters Score: Raw -12881225.950380 + Penalty 2243.674617 = -12878982.275763 nChanged 791 SP:Iteration 23Q (9722.559446 sec): 3 clusters Score: Raw -12881581.134027 + Penalty 2243.674617 = -12879337.459410 nChanged 653 SP:Iteration 24Q (9722.758097 sec): 3 clusters Score: Raw -12881886.841636 + Penalty 2243.674617 = -12879643.167019 nChanged 593 SP:Iteration 25Q (9722.935968 sec): 3 clusters Score: Raw -12882174.984110 + Penalty 2243.674617 = -12879931.309493 nChanged 482 SP:Iteration 26Q (9723.122775 sec): 3 clusters Score: Raw -12882416.048992 + Penalty 2243.674617 = -12880172.374375 nChanged 363 SP:Iteration 27Q (9723.305259 sec): 3 clusters Score: Raw -12882596.502675 + Penalty 2243.674617 = -12880352.828058 nChanged 299 SP:Iteration 28Q (9723.470954 sec): 3 clusters Score: Raw -12882738.706772 + Penalty 2243.674617 = -12880495.032155 nChanged 210 SP:Iteration 29Q (9723.646079 sec): 3 clusters Score: Raw -12882843.920860 + Penalty 2243.674617 = -12880600.246243 nChanged 177 SP:Iteration 30Q (9723.821330 sec): 3 clusters Score: Raw -12882927.795343 + Penalty 2243.674617 = -12880684.120726 nChanged 134 SP:Iteration 31Q (9723.996803 sec): 3 clusters Score: Raw -12882981.777888 + Penalty 2243.674617 = -12880738.103270 nChanged 109 SP:Iteration 32Q (9724.161981 sec): 3 clusters Score: Raw -12883020.981538 + Penalty 2243.674617 = -12880777.306921 nChanged 70 SP:Iteration 33Q (9724.334945 sec): 3 clusters Score: Raw -12883043.588152 + Penalty 2243.674617 = -12880799.913535 nChanged 49 SP:Iteration 34Q (9724.523289 sec): 3 clusters Score: Raw -12883060.550582 + Penalty 2243.674617 = -12880816.875965 nChanged 50 SP:Iteration 35Q (9724.698506 sec): 3 clusters Score: Raw -12883077.038123 + Penalty 2243.674617 = -12880833.363506 nChanged 48 SP:Iteration 36Q (9724.887848 sec): 3 clusters Score: Raw -12883092.744414 + Penalty 2243.674617 = -12880849.069797 nChanged 36 SP:Iteration 37Q (9725.045295 sec): 3 clusters Score: Raw -12883104.433068 + Penalty 2243.674617 = -12880860.758451 nChanged 25 SP:Iteration 38Q (9725.231544 sec): 3 clusters Score: Raw -12883113.580931 + Penalty 2243.674617 = -12880869.906314 nChanged 26 SP:Iteration 39Q (9725.420103 sec): 3 clusters Score: Raw -12883123.813811 + Penalty 2243.674617 = -12880880.139194 nChanged 31 SP:Iteration 40F (9725.620480 sec): 3 clusters Score: Raw -12883134.779253 + Penalty 2243.674617 = -12880891.104636 nChanged 25 SP:Iteration 41Q (9725.774278 sec): 3 clusters Score: Raw -12883143.397562 + Penalty 2243.674617 = -12880899.722945 nChanged 16 SP:Iteration 42Q (9725.949345 sec): 3 clusters Score: Raw -12883146.837534 + Penalty 2243.674617 = -12880903.162917 nChanged 9 SP:Iteration 43Q (9726.131064 sec): 3 clusters Score: Raw -12883150.734295 + Penalty 2243.674617 = -12880907.059678 nChanged 10 SP:Iteration 44Q (9726.316030 sec): 3 clusters Score: Raw -12883153.706157 + Penalty 2243.674617 = -12880910.031540 nChanged 8 SP:Iteration 45Q (9726.499456 sec): 3 clusters Score: Raw -12883155.729501 + Penalty 2243.674617 = -12880912.054884 nChanged 12 SP:Iteration 46Q (9726.678862 sec): 3 clusters Score: Raw -12883160.862978 + Penalty 2243.674617 = -12880917.188361 nChanged 15 SP:Iteration 47Q (9726.868403 sec): 3 clusters Score: Raw -12883165.804292 + Penalty 2243.674617 = -12880922.129675 nChanged 11 SP:Iteration 48Q (9727.044997 sec): 3 clusters Score: Raw -12883168.517436 + Penalty 2243.674617 = -12880924.842819 nChanged 8 SP:Iteration 49Q (9727.229391 sec): 3 clusters Score: Raw -12883171.006814 + Penalty 2243.674617 = -12880927.332197 nChanged 9 SP:Iteration 50Q (9727.417056 sec): 3 clusters Score: Raw -12883174.069174 + Penalty 2243.674617 = -12880930.394557 nChanged 12 SP:Iteration 51Q (9727.601885 sec): 3 clusters Score: Raw -12883177.805749 + Penalty 2243.674617 = -12880934.131132 nChanged 7 SP:Iteration 52Q (9727.771458 sec): 3 clusters Score: Raw -12883179.790948 + Penalty 2243.674617 = -12880936.116331 nChanged 6 SP:Iteration 53Q (9727.947007 sec): 3 clusters Score: Raw -12883181.598382 + Penalty 2243.674617 = -12880937.923765 nChanged 6 SP:Iteration 54Q (9728.125969 sec): 3 clusters Score: Raw -12883182.900957 + Penalty 2243.674617 = -12880939.226340 nChanged 6 SP:Iteration 55Q (9728.330207 sec): 3 clusters Score: Raw -12883183.887862 + Penalty 2243.674617 = -12880940.213245 nChanged 1 SP:Iteration 56Q (9728.506146 sec): 3 clusters Score: Raw -12883183.991042 + Penalty 2243.674617 = -12880940.316425 nChanged 0 SP:Iteration 57F (9728.710286 sec): 3 clusters Score: Raw -12883183.991042 + Penalty 2243.674617 = -12880940.316425 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9728.735491 sec): 2 clusters Score: Raw -12778.405249 + Penalty 494.380635 = -12284.024614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9728.775250 sec): 3 clusters Score: Raw -12862.756661 + Penalty 988.761271 = -11873.995390 nChanged 56 SP:Iteration 1F (9728.824798 sec): 3 clusters Score: Raw -12999.980213 + Penalty 988.761271 = -12011.218943 nChanged 14 SP:Iteration 2F (9728.874852 sec): 3 clusters Score: Raw -13028.960716 + Penalty 988.761271 = -12040.199445 nChanged 8 SP:Iteration 3Q (9728.932301 sec): 3 clusters Score: Raw -13038.841394 + Penalty 988.761271 = -12050.080123 nChanged 2 SP:Iteration 4Q (9728.971326 sec): 3 clusters Score: Raw -13041.158435 + Penalty 988.761271 = -12052.397164 nChanged 2 SP:Iteration 5Q (9729.020638 sec): 3 clusters Score: Raw -13043.895859 + Penalty 988.761271 = -12055.134588 nChanged 4 SP:Iteration 6Q (9729.069312 sec): 3 clusters Score: Raw -13050.486881 + Penalty 988.761271 = -12061.725611 nChanged 4 SP:Iteration 7Q (9729.118023 sec): 3 clusters Score: Raw -13056.154114 + Penalty 988.761271 = -12067.392843 nChanged 3 SP:Iteration 8Q (9729.166746 sec): 3 clusters Score: Raw -13063.405737 + Penalty 988.761271 = -12074.644467 nChanged 2 SP:Iteration 9Q (9729.207336 sec): 3 clusters Score: Raw -13068.540073 + Penalty 988.761271 = -12079.778803 nChanged 0 SP:Iteration 10F (9729.266946 sec): 3 clusters Score: Raw -13069.086578 + Penalty 988.761271 = -12080.325308 nChanged 1 SP:Iteration 11Q (9729.316958 sec): 3 clusters Score: Raw -13111.497832 + Penalty 988.761271 = -12122.736562 nChanged 2 SP:Iteration 12Q (9729.350006 sec): 3 clusters Score: Raw -13123.806403 + Penalty 988.761271 = -12135.045132 nChanged 0 SP:Iteration 13F (9729.398785 sec): 3 clusters Score: Raw -13123.806403 + Penalty 988.761271 = -12135.045132 nChanged 0 Trying to split cluster 24 (5198 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9729.437048 sec): 2 clusters Score: Raw -449620.718810 + Penalty 812.822775 = -448807.896035 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9729.480577 sec): 3 clusters Score: Raw -446709.602498 + Penalty 1625.645551 = -445083.956947 nChanged 2212 SP:Iteration 1F (9729.528527 sec): 3 clusters Score: Raw -447933.553711 + Penalty 1625.645551 = -446307.908160 nChanged 331 SP:Iteration 2F (9729.593637 sec): 3 clusters Score: Raw -448096.738800 + Penalty 1625.645551 = -446471.093249 nChanged 264 SP:Iteration 3F (9729.637257 sec): 3 clusters Score: Raw -448239.571851 + Penalty 1625.645551 = -446613.926300 nChanged 246 SP:Iteration 4Q (9729.699535 sec): 3 clusters Score: Raw -448364.884730 + Penalty 1625.645551 = -446739.239179 nChanged 210 SP:Iteration 5Q (9729.736916 sec): 3 clusters Score: Raw -448478.186064 + Penalty 1625.645551 = -446852.540513 nChanged 210 SP:Iteration 6Q (9729.790662 sec): 3 clusters Score: Raw -448611.480596 + Penalty 1625.645551 = -446985.835045 nChanged 213 SP:Iteration 7Q (9729.844668 sec): 3 clusters Score: Raw -448745.039749 + Penalty 1625.645551 = -447119.394198 nChanged 203 SP:Iteration 8Q (9729.898499 sec): 3 clusters Score: Raw -448871.356686 + Penalty 1625.645551 = -447245.711135 nChanged 171 SP:Iteration 9Q (9729.952632 sec): 3 clusters Score: Raw -448975.256199 + Penalty 1625.645551 = -447349.610648 nChanged 135 SP:Iteration 10Q (9730.006596 sec): 3 clusters Score: Raw -449060.703055 + Penalty 1625.645551 = -447435.057504 nChanged 122 SP:Iteration 11Q (9730.059475 sec): 3 clusters Score: Raw -449120.092966 + Penalty 1625.645551 = -447494.447415 nChanged 92 SP:Iteration 12Q (9730.124478 sec): 3 clusters Score: Raw -449166.929239 + Penalty 1625.645551 = -447541.283688 nChanged 85 SP:Iteration 13Q (9730.161851 sec): 3 clusters Score: Raw -449205.779532 + Penalty 1625.645551 = -447580.133981 nChanged 76 SP:Iteration 14Q (9730.226565 sec): 3 clusters Score: Raw -449243.226300 + Penalty 1625.645551 = -447617.580749 nChanged 64 SP:Iteration 15Q (9730.269358 sec): 3 clusters Score: Raw -449270.720661 + Penalty 1625.645551 = -447645.075110 nChanged 54 SP:Iteration 16Q (9730.321398 sec): 3 clusters Score: Raw -449292.986596 + Penalty 1625.645551 = -447667.341046 nChanged 54 SP:Iteration 17Q (9730.378215 sec): 3 clusters Score: Raw -449324.588984 + Penalty 1625.645551 = -447698.943433 nChanged 60 SP:Iteration 18Q (9730.428254 sec): 3 clusters Score: Raw -449369.845124 + Penalty 1625.645551 = -447744.199573 nChanged 71 SP:Iteration 19Q (9730.472721 sec): 3 clusters Score: Raw -449421.944134 + Penalty 1625.645551 = -447796.298583 nChanged 64 SP:Iteration 20F (9730.528000 sec): 3 clusters Score: Raw -449458.553940 + Penalty 1625.645551 = -447832.908390 nChanged 52 SP:Iteration 21Q (9730.580088 sec): 3 clusters Score: Raw -449501.365967 + Penalty 1625.645551 = -447875.720416 nChanged 62 SP:Iteration 22Q (9730.626300 sec): 3 clusters Score: Raw -449544.986794 + Penalty 1625.645551 = -447919.341243 nChanged 63 SP:Iteration 23Q (9730.679384 sec): 3 clusters Score: Raw -449583.082997 + Penalty 1625.645551 = -447957.437446 nChanged 46 SP:Iteration 24Q (9730.732221 sec): 3 clusters Score: Raw -449606.308148 + Penalty 1625.645551 = -447980.662597 nChanged 39 SP:Iteration 25Q (9730.784858 sec): 3 clusters Score: Raw -449628.898087 + Penalty 1625.645551 = -448003.252536 nChanged 40 SP:Iteration 26Q (9730.837678 sec): 3 clusters Score: Raw -449645.961559 + Penalty 1625.645551 = -448020.316008 nChanged 24 SP:Iteration 27Q (9730.878844 sec): 3 clusters Score: Raw -449655.533588 + Penalty 1625.645551 = -448029.888037 nChanged 24 SP:Iteration 28Q (9730.928328 sec): 3 clusters Score: Raw -449665.689262 + Penalty 1625.645551 = -448040.043711 nChanged 27 SP:Iteration 29Q (9730.990306 sec): 3 clusters Score: Raw -449677.589993 + Penalty 1625.645551 = -448051.944442 nChanged 22 SP:Iteration 30Q (9731.027316 sec): 3 clusters Score: Raw -449685.828687 + Penalty 1625.645551 = -448060.183136 nChanged 22 SP:Iteration 31Q (9731.091604 sec): 3 clusters Score: Raw -449694.223849 + Penalty 1625.645551 = -448068.578298 nChanged 16 SP:Iteration 32Q (9731.145581 sec): 3 clusters Score: Raw -449699.886043 + Penalty 1625.645551 = -448074.240492 nChanged 15 SP:Iteration 33Q (9731.180325 sec): 3 clusters Score: Raw -449706.295635 + Penalty 1625.645551 = -448080.650084 nChanged 18 SP:Iteration 34Q (9731.233509 sec): 3 clusters Score: Raw -449712.480279 + Penalty 1625.645551 = -448086.834728 nChanged 15 SP:Iteration 35Q (9731.286590 sec): 3 clusters Score: Raw -449718.315639 + Penalty 1625.645551 = -448092.670088 nChanged 13 SP:Iteration 36Q (9731.339471 sec): 3 clusters Score: Raw -449723.921379 + Penalty 1625.645551 = -448098.275829 nChanged 14 SP:Iteration 37Q (9731.392333 sec): 3 clusters Score: Raw -449729.902723 + Penalty 1625.645551 = -448104.257173 nChanged 11 SP:Iteration 38Q (9731.442064 sec): 3 clusters Score: Raw -449734.914549 + Penalty 1625.645551 = -448109.268998 nChanged 9 SP:Iteration 39Q (9731.491286 sec): 3 clusters Score: Raw -449738.490589 + Penalty 1625.645551 = -448112.845038 nChanged 10 SP:Iteration 40F (9731.552476 sec): 3 clusters Score: Raw -449741.702942 + Penalty 1625.645551 = -448116.057391 nChanged 6 SP:Iteration 41Q (9731.603468 sec): 3 clusters Score: Raw -449743.381725 + Penalty 1625.645551 = -448117.736174 nChanged 5 SP:Iteration 42Q (9731.651670 sec): 3 clusters Score: Raw -449745.127463 + Penalty 1625.645551 = -448119.481912 nChanged 5 SP:Iteration 43Q (9731.698635 sec): 3 clusters Score: Raw -449746.307958 + Penalty 1625.645551 = -448120.662407 nChanged 5 SP:Iteration 44Q (9731.752017 sec): 3 clusters Score: Raw -449749.347581 + Penalty 1625.645551 = -448123.702030 nChanged 3 SP:Iteration 45Q (9731.805621 sec): 3 clusters Score: Raw -449750.148670 + Penalty 1625.645551 = -448124.503120 nChanged 5 SP:Iteration 46Q (9731.859234 sec): 3 clusters Score: Raw -449752.515300 + Penalty 1625.645551 = -448126.869749 nChanged 10 SP:Iteration 47Q (9731.911036 sec): 3 clusters Score: Raw -449757.267349 + Penalty 1625.645551 = -448131.621798 nChanged 8 SP:Iteration 48Q (9731.951538 sec): 3 clusters Score: Raw -449759.958833 + Penalty 1625.645551 = -448134.313282 nChanged 5 SP:Iteration 49Q (9731.997989 sec): 3 clusters Score: Raw -449761.142466 + Penalty 1625.645551 = -448135.496915 nChanged 3 SP:Iteration 50Q (9732.047616 sec): 3 clusters Score: Raw -449762.428246 + Penalty 1625.645551 = -448136.782695 nChanged 3 SP:Iteration 51Q (9732.099981 sec): 3 clusters Score: Raw -449763.305001 + Penalty 1625.645551 = -448137.659450 nChanged 4 SP:Iteration 52Q (9732.146251 sec): 3 clusters Score: Raw -449764.108151 + Penalty 1625.645551 = -448138.462600 nChanged 4 SP:Iteration 53Q (9732.197997 sec): 3 clusters Score: Raw -449765.012406 + Penalty 1625.645551 = -448139.366855 nChanged 4 SP:Iteration 54Q (9732.251068 sec): 3 clusters Score: Raw -449767.881036 + Penalty 1625.645551 = -448142.235486 nChanged 5 SP:Iteration 55Q (9732.297645 sec): 3 clusters Score: Raw -449768.873391 + Penalty 1625.645551 = -448143.227840 nChanged 3 SP:Iteration 56Q (9732.349500 sec): 3 clusters Score: Raw -449769.476912 + Penalty 1625.645551 = -448143.831361 nChanged 3 SP:Iteration 57Q (9732.408366 sec): 3 clusters Score: Raw -449770.212382 + Penalty 1625.645551 = -448144.566831 nChanged 5 SP:Iteration 58Q (9732.455879 sec): 3 clusters Score: Raw -449772.304716 + Penalty 1625.645551 = -448146.659165 nChanged 5 SP:Iteration 59Q (9732.494556 sec): 3 clusters Score: Raw -449774.179246 + Penalty 1625.645551 = -448148.533695 nChanged 7 SP:Iteration 60F (9732.549865 sec): 3 clusters Score: Raw -449776.949552 + Penalty 1625.645551 = -448151.304001 nChanged 4 SP:Iteration 61Q (9732.597955 sec): 3 clusters Score: Raw -449778.301084 + Penalty 1625.645551 = -448152.655534 nChanged 3 SP:Iteration 62Q (9732.649517 sec): 3 clusters Score: Raw -449779.700416 + Penalty 1625.645551 = -448154.054865 nChanged 4 SP:Iteration 63Q (9732.697336 sec): 3 clusters Score: Raw -449780.660509 + Penalty 1625.645551 = -448155.014958 nChanged 4 SP:Iteration 64Q (9732.749043 sec): 3 clusters Score: Raw -449781.549607 + Penalty 1625.645551 = -448155.904056 nChanged 2 SP:Iteration 65Q (9732.795993 sec): 3 clusters Score: Raw -449781.870170 + Penalty 1625.645551 = -448156.224619 nChanged 1 SP:Iteration 66Q (9732.848493 sec): 3 clusters Score: Raw -449782.525546 + Penalty 1625.645551 = -448156.879996 nChanged 2 SP:Iteration 67Q (9732.889148 sec): 3 clusters Score: Raw -449783.086820 + Penalty 1625.645551 = -448157.441269 nChanged 1 SP:Iteration 68Q (9732.934730 sec): 3 clusters Score: Raw -449783.380980 + Penalty 1625.645551 = -448157.735429 nChanged 0 SP:Iteration 69F (9732.988292 sec): 3 clusters Score: Raw -449783.380980 + Penalty 1625.645551 = -448157.735429 nChanged 0 Trying to split cluster 25 (13780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9733.031499 sec): 2 clusters Score: Raw -1320259.690195 + Penalty 905.442487 = -1319354.247708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9733.087058 sec): 3 clusters Score: Raw -1311801.514363 + Penalty 1810.884973 = -1309990.629390 nChanged 6288 SP:Iteration 1F (9733.151122 sec): 3 clusters Score: Raw -1315349.403962 + Penalty 1810.884973 = -1313538.518988 nChanged 721 SP:Iteration 2F (9733.222391 sec): 3 clusters Score: Raw -1315610.074020 + Penalty 1810.884973 = -1313799.189046 nChanged 645 SP:Iteration 3Q (9733.285896 sec): 3 clusters Score: Raw -1315851.149220 + Penalty 1810.884973 = -1314040.264246 nChanged 641 SP:Iteration 4Q (9733.350522 sec): 3 clusters Score: Raw -1316100.198108 + Penalty 1810.884973 = -1314289.313135 nChanged 648 SP:Iteration 5Q (9733.417866 sec): 3 clusters Score: Raw -1316387.544239 + Penalty 1810.884973 = -1314576.659266 nChanged 723 SP:Iteration 6F (9733.481005 sec): 3 clusters Score: Raw -1316768.227249 + Penalty 1810.884973 = -1314957.342276 nChanged 781 SP:Iteration 7F (9733.541784 sec): 3 clusters Score: Raw -1317227.604999 + Penalty 1810.884973 = -1315416.720026 nChanged 748 SP:Iteration 8F (9733.611290 sec): 3 clusters Score: Raw -1317746.613521 + Penalty 1810.884973 = -1315935.728548 nChanged 705 SP:Iteration 9F (9733.669924 sec): 3 clusters Score: Raw -1318257.378037 + Penalty 1810.884973 = -1316446.493063 nChanged 587 SP:Iteration 10Q (9733.735134 sec): 3 clusters Score: Raw -1318709.299117 + Penalty 1810.884973 = -1316898.414144 nChanged 477 SP:Iteration 11Q (9733.796859 sec): 3 clusters Score: Raw -1319085.372637 + Penalty 1810.884973 = -1317274.487663 nChanged 370 SP:Iteration 12Q (9733.861504 sec): 3 clusters Score: Raw -1319357.748794 + Penalty 1810.884973 = -1317546.863820 nChanged 315 SP:Iteration 13Q (9733.916577 sec): 3 clusters Score: Raw -1319561.320589 + Penalty 1810.884973 = -1317750.435615 nChanged 222 SP:Iteration 14Q (9733.987995 sec): 3 clusters Score: Raw -1319669.025289 + Penalty 1810.884973 = -1317858.140315 nChanged 158 SP:Iteration 15Q (9734.050453 sec): 3 clusters Score: Raw -1319742.360496 + Penalty 1810.884973 = -1317931.475522 nChanged 167 SP:Iteration 16Q (9734.115018 sec): 3 clusters Score: Raw -1319814.474378 + Penalty 1810.884973 = -1318003.589405 nChanged 140 SP:Iteration 17Q (9734.168874 sec): 3 clusters Score: Raw -1319879.775098 + Penalty 1810.884973 = -1318068.890125 nChanged 146 SP:Iteration 18Q (9734.242226 sec): 3 clusters Score: Raw -1319958.385295 + Penalty 1810.884973 = -1318147.500322 nChanged 128 SP:Iteration 19Q (9734.291527 sec): 3 clusters Score: Raw -1320036.010006 + Penalty 1810.884973 = -1318225.125032 nChanged 121 SP:Iteration 20F (9734.353572 sec): 3 clusters Score: Raw -1320117.781846 + Penalty 1810.884973 = -1318306.896873 nChanged 83 SP:Iteration 21Q (9734.424602 sec): 3 clusters Score: Raw -1320168.183999 + Penalty 1810.884973 = -1318357.299025 nChanged 64 SP:Iteration 22Q (9734.477202 sec): 3 clusters Score: Raw -1320202.887404 + Penalty 1810.884973 = -1318392.002431 nChanged 55 SP:Iteration 23Q (9734.542859 sec): 3 clusters Score: Raw -1320236.048401 + Penalty 1810.884973 = -1318425.163427 nChanged 43 SP:Iteration 24Q (9734.606556 sec): 3 clusters Score: Raw -1320255.610836 + Penalty 1810.884973 = -1318444.725863 nChanged 38 SP:Iteration 25Q (9734.665548 sec): 3 clusters Score: Raw -1320277.532871 + Penalty 1810.884973 = -1318466.647898 nChanged 35 SP:Iteration 26Q (9734.726759 sec): 3 clusters Score: Raw -1320300.717636 + Penalty 1810.884973 = -1318489.832663 nChanged 33 SP:Iteration 27Q (9734.789138 sec): 3 clusters Score: Raw -1320317.398006 + Penalty 1810.884973 = -1318506.513032 nChanged 32 SP:Iteration 28Q (9734.848368 sec): 3 clusters Score: Raw -1320334.232794 + Penalty 1810.884973 = -1318523.347821 nChanged 16 SP:Iteration 29Q (9734.912529 sec): 3 clusters Score: Raw -1320343.295204 + Penalty 1810.884973 = -1318532.410230 nChanged 13 SP:Iteration 30Q (9734.972390 sec): 3 clusters Score: Raw -1320349.739684 + Penalty 1810.884973 = -1318538.854711 nChanged 7 SP:Iteration 31Q (9735.027844 sec): 3 clusters Score: Raw -1320354.408463 + Penalty 1810.884973 = -1318543.523490 nChanged 7 SP:Iteration 32Q (9735.081948 sec): 3 clusters Score: Raw -1320358.149009 + Penalty 1810.884973 = -1318547.264035 nChanged 4 SP:Iteration 33Q (9735.153706 sec): 3 clusters Score: Raw -1320360.408690 + Penalty 1810.884973 = -1318549.523717 nChanged 7 SP:Iteration 34Q (9735.216183 sec): 3 clusters Score: Raw -1320364.586325 + Penalty 1810.884973 = -1318553.701352 nChanged 8 SP:Iteration 35Q (9735.269100 sec): 3 clusters Score: Raw -1320367.342254 + Penalty 1810.884973 = -1318556.457281 nChanged 3 SP:Iteration 36Q (9735.326730 sec): 3 clusters Score: Raw -1320369.370648 + Penalty 1810.884973 = -1318558.485675 nChanged 3 SP:Iteration 37Q (9735.396574 sec): 3 clusters Score: Raw -1320371.167510 + Penalty 1810.884973 = -1318560.282536 nChanged 5 SP:Iteration 38Q (9735.453387 sec): 3 clusters Score: Raw -1320374.984621 + Penalty 1810.884973 = -1318564.099647 nChanged 7 SP:Iteration 39Q (9735.517638 sec): 3 clusters Score: Raw -1320378.587908 + Penalty 1810.884973 = -1318567.702934 nChanged 6 SP:Iteration 40F (9735.582829 sec): 3 clusters Score: Raw -1320381.434452 + Penalty 1810.884973 = -1318570.549479 nChanged 6 SP:Iteration 41Q (9735.641143 sec): 3 clusters Score: Raw -1320383.074832 + Penalty 1810.884973 = -1318572.189859 nChanged 1 SP:Iteration 42Q (9735.700741 sec): 3 clusters Score: Raw -1320383.576213 + Penalty 1810.884973 = -1318572.691240 nChanged 1 SP:Iteration 43Q (9735.759303 sec): 3 clusters Score: Raw -1320384.119601 + Penalty 1810.884973 = -1318573.234627 nChanged 0 SP:Iteration 44F (9735.815604 sec): 3 clusters Score: Raw -1320384.119601 + Penalty 1810.884973 = -1318573.234627 nChanged 0 Trying to split cluster 26 (3329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9735.850312 sec): 2 clusters Score: Raw -301699.754772 + Penalty 770.490588 = -300929.264185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9735.904113 sec): 3 clusters Score: Raw -299929.959519 + Penalty 1540.981175 = -298388.978344 nChanged 1342 SP:Iteration 1F (9735.954693 sec): 3 clusters Score: Raw -300697.877853 + Penalty 1540.981175 = -299156.896678 nChanged 263 SP:Iteration 2F (9736.006742 sec): 3 clusters Score: Raw -300853.970980 + Penalty 1540.981175 = -299312.989805 nChanged 222 SP:Iteration 3F (9736.055398 sec): 3 clusters Score: Raw -301008.411065 + Penalty 1540.981175 = -299467.429890 nChanged 194 SP:Iteration 4F (9736.105617 sec): 3 clusters Score: Raw -301138.209505 + Penalty 1540.981175 = -299597.228330 nChanged 173 SP:Iteration 5F (9736.154875 sec): 3 clusters Score: Raw -301256.648344 + Penalty 1540.981175 = -299715.667169 nChanged 157 SP:Iteration 6Q (9736.192652 sec): 3 clusters Score: Raw -301368.033197 + Penalty 1540.981175 = -299827.052022 nChanged 136 SP:Iteration 7Q (9736.243213 sec): 3 clusters Score: Raw -301439.307898 + Penalty 1540.981175 = -299898.326723 nChanged 104 SP:Iteration 8Q (9736.286130 sec): 3 clusters Score: Raw -301483.087285 + Penalty 1540.981175 = -299942.106110 nChanged 73 SP:Iteration 9Q (9736.334165 sec): 3 clusters Score: Raw -301510.540681 + Penalty 1540.981175 = -299969.559506 nChanged 48 SP:Iteration 10Q (9736.390386 sec): 3 clusters Score: Raw -301530.611914 + Penalty 1540.981175 = -299989.630739 nChanged 54 SP:Iteration 11Q (9736.431398 sec): 3 clusters Score: Raw -301551.193802 + Penalty 1540.981175 = -300010.212627 nChanged 38 SP:Iteration 12Q (9736.479444 sec): 3 clusters Score: Raw -301563.161697 + Penalty 1540.981175 = -300022.180522 nChanged 41 SP:Iteration 13Q (9736.520232 sec): 3 clusters Score: Raw -301577.974038 + Penalty 1540.981175 = -300036.992863 nChanged 39 SP:Iteration 14Q (9736.572044 sec): 3 clusters Score: Raw -301591.141445 + Penalty 1540.981175 = -300050.160270 nChanged 35 SP:Iteration 15Q (9736.617624 sec): 3 clusters Score: Raw -301601.142931 + Penalty 1540.981175 = -300060.161756 nChanged 22 SP:Iteration 16Q (9736.669325 sec): 3 clusters Score: Raw -301607.804544 + Penalty 1540.981175 = -300066.823369 nChanged 26 SP:Iteration 17Q (9736.721305 sec): 3 clusters Score: Raw -301615.841617 + Penalty 1540.981175 = -300074.860441 nChanged 33 SP:Iteration 18Q (9736.771709 sec): 3 clusters Score: Raw -301627.769030 + Penalty 1540.981175 = -300086.787855 nChanged 43 SP:Iteration 19Q (9736.823414 sec): 3 clusters Score: Raw -301643.299594 + Penalty 1540.981175 = -300102.318419 nChanged 37 SP:Iteration 20F (9736.875286 sec): 3 clusters Score: Raw -301655.320807 + Penalty 1540.981175 = -300114.339631 nChanged 35 SP:Iteration 21Q (9736.926876 sec): 3 clusters Score: Raw -301670.057002 + Penalty 1540.981175 = -300129.075826 nChanged 39 SP:Iteration 22Q (9736.978511 sec): 3 clusters Score: Raw -301691.159452 + Penalty 1540.981175 = -300150.178277 nChanged 53 SP:Iteration 23Q (9737.023154 sec): 3 clusters Score: Raw -301714.753091 + Penalty 1540.981175 = -300173.771915 nChanged 43 SP:Iteration 24Q (9737.074912 sec): 3 clusters Score: Raw -301732.816186 + Penalty 1540.981175 = -300191.835011 nChanged 41 SP:Iteration 25Q (9737.120595 sec): 3 clusters Score: Raw -301750.803584 + Penalty 1540.981175 = -300209.822409 nChanged 34 SP:Iteration 26Q (9737.172363 sec): 3 clusters Score: Raw -301766.495458 + Penalty 1540.981175 = -300225.514283 nChanged 44 SP:Iteration 27Q (9737.217338 sec): 3 clusters Score: Raw -301793.370160 + Penalty 1540.981175 = -300252.388985 nChanged 60 SP:Iteration 28Q (9737.269712 sec): 3 clusters Score: Raw -301843.841766 + Penalty 1540.981175 = -300302.860591 nChanged 73 SP:Iteration 29Q (9737.319494 sec): 3 clusters Score: Raw -301910.776892 + Penalty 1540.981175 = -300369.795717 nChanged 81 SP:Iteration 30Q (9737.368066 sec): 3 clusters Score: Raw -301991.950975 + Penalty 1540.981175 = -300450.969800 nChanged 74 SP:Iteration 31Q (9737.418241 sec): 3 clusters Score: Raw -302052.680016 + Penalty 1540.981175 = -300511.698840 nChanged 77 SP:Iteration 32Q (9737.470322 sec): 3 clusters Score: Raw -302134.757548 + Penalty 1540.981175 = -300593.776373 nChanged 77 SP:Iteration 33Q (9737.514799 sec): 3 clusters Score: Raw -302203.897574 + Penalty 1540.981175 = -300662.916399 nChanged 57 SP:Iteration 34Q (9737.578888 sec): 3 clusters Score: Raw -302244.065854 + Penalty 1540.981175 = -300703.084679 nChanged 37 SP:Iteration 35Q (9737.629986 sec): 3 clusters Score: Raw -302266.433850 + Penalty 1540.981175 = -300725.452675 nChanged 24 SP:Iteration 36Q (9737.673108 sec): 3 clusters Score: Raw -302281.542870 + Penalty 1540.981175 = -300740.561695 nChanged 23 SP:Iteration 37Q (9737.736108 sec): 3 clusters Score: Raw -302293.426811 + Penalty 1540.981175 = -300752.445636 nChanged 13 SP:Iteration 38Q (9737.776408 sec): 3 clusters Score: Raw -302296.909284 + Penalty 1540.981175 = -300755.928108 nChanged 12 SP:Iteration 39Q (9737.827658 sec): 3 clusters Score: Raw -302300.040553 + Penalty 1540.981175 = -300759.059378 nChanged 6 SP:Iteration 40F (9737.875277 sec): 3 clusters Score: Raw -302301.604551 + Penalty 1540.981175 = -300760.623375 nChanged 6 SP:Iteration 41Q (9737.926302 sec): 3 clusters Score: Raw -302303.486862 + Penalty 1540.981175 = -300762.505687 nChanged 6 SP:Iteration 42Q (9737.977417 sec): 3 clusters Score: Raw -302305.035673 + Penalty 1540.981175 = -300764.054498 nChanged 8 SP:Iteration 43Q (9738.028539 sec): 3 clusters Score: Raw -302306.823065 + Penalty 1540.981175 = -300765.841890 nChanged 7 SP:Iteration 44Q (9738.079662 sec): 3 clusters Score: Raw -302307.948845 + Penalty 1540.981175 = -300766.967670 nChanged 4 SP:Iteration 45Q (9738.143428 sec): 3 clusters Score: Raw -302308.901597 + Penalty 1540.981175 = -300767.920421 nChanged 3 SP:Iteration 46Q (9738.192098 sec): 3 clusters Score: Raw -302309.681712 + Penalty 1540.981175 = -300768.700537 nChanged 2 SP:Iteration 47Q (9738.244423 sec): 3 clusters Score: Raw -302310.911430 + Penalty 1540.981175 = -300769.930255 nChanged 2 SP:Iteration 48Q (9738.284740 sec): 3 clusters Score: Raw -302311.625579 + Penalty 1540.981175 = -300770.644404 nChanged 4 SP:Iteration 49Q (9738.337359 sec): 3 clusters Score: Raw -302313.118993 + Penalty 1540.981175 = -300772.137818 nChanged 4 SP:Iteration 50Q (9738.389117 sec): 3 clusters Score: Raw -302315.074849 + Penalty 1540.981175 = -300774.093674 nChanged 4 SP:Iteration 51Q (9738.436156 sec): 3 clusters Score: Raw -302316.148332 + Penalty 1540.981175 = -300775.167157 nChanged 1 SP:Iteration 52Q (9738.487024 sec): 3 clusters Score: Raw -302316.325597 + Penalty 1540.981175 = -300775.344422 nChanged 1 SP:Iteration 53Q (9738.526880 sec): 3 clusters Score: Raw -302316.556548 + Penalty 1540.981175 = -300775.575373 nChanged 0 SP:Iteration 54F (9738.578232 sec): 3 clusters Score: Raw -302316.556548 + Penalty 1540.981175 = -300775.575373 nChanged 0 Trying to split cluster 27 (4356 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9738.619501 sec): 2 clusters Score: Raw -404634.773518 + Penalty 796.034401 = -403838.739117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9738.653886 sec): 3 clusters Score: Raw -402288.941911 + Penalty 1592.068802 = -400696.873109 nChanged 1803 SP:Iteration 1F (9738.706761 sec): 3 clusters Score: Raw -403264.528063 + Penalty 1592.068802 = -401672.459261 nChanged 282 SP:Iteration 2F (9738.771260 sec): 3 clusters Score: Raw -403410.018620 + Penalty 1592.068802 = -401817.949818 nChanged 237 SP:Iteration 3F (9738.813658 sec): 3 clusters Score: Raw -403534.781924 + Penalty 1592.068802 = -401942.713123 nChanged 211 SP:Iteration 4Q (9738.865989 sec): 3 clusters Score: Raw -403637.590140 + Penalty 1592.068802 = -402045.521338 nChanged 177 SP:Iteration 5Q (9738.916921 sec): 3 clusters Score: Raw -403736.825876 + Penalty 1592.068802 = -402144.757074 nChanged 185 SP:Iteration 6Q (9738.969465 sec): 3 clusters Score: Raw -403837.364555 + Penalty 1592.068802 = -402245.295753 nChanged 168 SP:Iteration 7Q (9739.033725 sec): 3 clusters Score: Raw -403925.500633 + Penalty 1592.068802 = -402333.431831 nChanged 162 SP:Iteration 8Q (9739.075684 sec): 3 clusters Score: Raw -404016.076348 + Penalty 1592.068802 = -402424.007546 nChanged 156 SP:Iteration 9Q (9739.116491 sec): 3 clusters Score: Raw -404097.803530 + Penalty 1592.068802 = -402505.734728 nChanged 141 SP:Iteration 10Q (9739.168951 sec): 3 clusters Score: Raw -404174.308027 + Penalty 1592.068802 = -402582.239225 nChanged 121 SP:Iteration 11Q (9739.221143 sec): 3 clusters Score: Raw -404228.599744 + Penalty 1592.068802 = -402636.530942 nChanged 91 SP:Iteration 12Q (9739.273331 sec): 3 clusters Score: Raw -404257.825141 + Penalty 1592.068802 = -402665.756339 nChanged 63 SP:Iteration 13Q (9739.325795 sec): 3 clusters Score: Raw -404280.344134 + Penalty 1592.068802 = -402688.275332 nChanged 53 SP:Iteration 14Q (9739.378121 sec): 3 clusters Score: Raw -404292.466419 + Penalty 1592.068802 = -402700.397617 nChanged 39 SP:Iteration 15Q (9739.430429 sec): 3 clusters Score: Raw -404300.992621 + Penalty 1592.068802 = -402708.923819 nChanged 34 SP:Iteration 16Q (9739.482661 sec): 3 clusters Score: Raw -404308.251853 + Penalty 1592.068802 = -402716.183051 nChanged 19 SP:Iteration 17Q (9739.535078 sec): 3 clusters Score: Raw -404312.518849 + Penalty 1592.068802 = -402720.450047 nChanged 27 SP:Iteration 18Q (9739.587260 sec): 3 clusters Score: Raw -404316.897362 + Penalty 1592.068802 = -402724.828560 nChanged 21 SP:Iteration 19Q (9739.644744 sec): 3 clusters Score: Raw -404320.227124 + Penalty 1592.068802 = -402728.158322 nChanged 20 SP:Iteration 20F (9739.686790 sec): 3 clusters Score: Raw -404323.247771 + Penalty 1592.068802 = -402731.178969 nChanged 11 SP:Iteration 21Q (9739.740470 sec): 3 clusters Score: Raw -404325.530653 + Penalty 1592.068802 = -402733.461851 nChanged 17 SP:Iteration 22Q (9739.793403 sec): 3 clusters Score: Raw -404329.304701 + Penalty 1592.068802 = -402737.235899 nChanged 19 SP:Iteration 23Q (9739.846806 sec): 3 clusters Score: Raw -404331.862249 + Penalty 1592.068802 = -402739.793448 nChanged 10 SP:Iteration 24Q (9739.900002 sec): 3 clusters Score: Raw -404333.712675 + Penalty 1592.068802 = -402741.643873 nChanged 10 SP:Iteration 25Q (9739.953279 sec): 3 clusters Score: Raw -404335.334729 + Penalty 1592.068802 = -402743.265927 nChanged 11 SP:Iteration 26Q (9740.006457 sec): 3 clusters Score: Raw -404337.670384 + Penalty 1592.068802 = -402745.601582 nChanged 18 SP:Iteration 27Q (9740.059756 sec): 3 clusters Score: Raw -404341.013138 + Penalty 1592.068802 = -402748.944336 nChanged 10 SP:Iteration 28Q (9740.112430 sec): 3 clusters Score: Raw -404342.536465 + Penalty 1592.068802 = -402750.467663 nChanged 11 SP:Iteration 29Q (9740.162994 sec): 3 clusters Score: Raw -404344.076149 + Penalty 1592.068802 = -402752.007347 nChanged 9 SP:Iteration 30Q (9740.220290 sec): 3 clusters Score: Raw -404345.666522 + Penalty 1592.068802 = -402753.597720 nChanged 13 SP:Iteration 31Q (9740.259962 sec): 3 clusters Score: Raw -404347.701766 + Penalty 1592.068802 = -402755.632964 nChanged 10 SP:Iteration 32Q (9740.308590 sec): 3 clusters Score: Raw -404349.231646 + Penalty 1592.068802 = -402757.162844 nChanged 8 SP:Iteration 33Q (9740.368636 sec): 3 clusters Score: Raw -404351.021283 + Penalty 1592.068802 = -402758.952481 nChanged 6 SP:Iteration 34Q (9740.410461 sec): 3 clusters Score: Raw -404351.846909 + Penalty 1592.068802 = -402759.778107 nChanged 6 SP:Iteration 35Q (9740.448958 sec): 3 clusters Score: Raw -404353.112463 + Penalty 1592.068802 = -402761.043661 nChanged 5 SP:Iteration 36Q (9740.508350 sec): 3 clusters Score: Raw -404354.078251 + Penalty 1592.068802 = -402762.009449 nChanged 3 SP:Iteration 37Q (9740.546221 sec): 3 clusters Score: Raw -404354.437126 + Penalty 1592.068802 = -402762.368324 nChanged 2 SP:Iteration 38Q (9740.590607 sec): 3 clusters Score: Raw -404354.730462 + Penalty 1592.068802 = -402762.661660 nChanged 3 SP:Iteration 39Q (9740.635859 sec): 3 clusters Score: Raw -404355.096915 + Penalty 1592.068802 = -402763.028113 nChanged 4 SP:Iteration 40F (9740.682374 sec): 3 clusters Score: Raw -404355.507675 + Penalty 1592.068802 = -402763.438873 nChanged 1 SP:Iteration 41Q (9740.736487 sec): 3 clusters Score: Raw -404355.550807 + Penalty 1592.068802 = -402763.482005 nChanged 0 SP:Iteration 42F (9740.793068 sec): 3 clusters Score: Raw -404355.550807 + Penalty 1592.068802 = -402763.482005 nChanged 0 Trying to split cluster 28 (831 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9740.807077 sec): 2 clusters Score: Raw -72412.838050 + Penalty 638.649831 = -71774.188220 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9740.855701 sec): 3 clusters Score: Raw -72092.891227 + Penalty 1277.299661 = -70815.591566 nChanged 278 SP:Iteration 1F (9740.908033 sec): 3 clusters Score: Raw -72345.353486 + Penalty 1277.299661 = -71068.053825 nChanged 72 SP:Iteration 2F (9740.948143 sec): 3 clusters Score: Raw -72423.354479 + Penalty 1277.299661 = -71146.054818 nChanged 50 SP:Iteration 3F (9740.997227 sec): 3 clusters Score: Raw -72467.363107 + Penalty 1277.299661 = -71190.063446 nChanged 25 SP:Iteration 4Q (9741.035357 sec): 3 clusters Score: Raw -72485.940926 + Penalty 1277.299661 = -71208.641265 nChanged 14 SP:Iteration 5Q (9741.079573 sec): 3 clusters Score: Raw -72497.079130 + Penalty 1277.299661 = -71219.779469 nChanged 16 SP:Iteration 6Q (9741.130058 sec): 3 clusters Score: Raw -72512.434401 + Penalty 1277.299661 = -71235.134740 nChanged 10 SP:Iteration 7Q (9741.191560 sec): 3 clusters Score: Raw -72520.074349 + Penalty 1277.299661 = -71242.774688 nChanged 8 SP:Iteration 8Q (9741.230262 sec): 3 clusters Score: Raw -72528.904641 + Penalty 1277.299661 = -71251.604980 nChanged 7 SP:Iteration 9Q (9741.281392 sec): 3 clusters Score: Raw -72533.407720 + Penalty 1277.299661 = -71256.108059 nChanged 5 SP:Iteration 10Q (9741.327045 sec): 3 clusters Score: Raw -72535.640509 + Penalty 1277.299661 = -71258.340848 nChanged 0 SP:Iteration 11F (9741.370415 sec): 3 clusters Score: Raw -72535.640509 + Penalty 1277.299661 = -71258.340848 nChanged 0 Trying to split cluster 29 (19658 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9741.421014 sec): 2 clusters Score: Raw -1894582.540171 + Penalty 939.192768 = -1893643.347403 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9741.489950 sec): 3 clusters Score: Raw -1882438.029940 + Penalty 1878.385535 = -1880559.644404 nChanged 8992 SP:Iteration 1F (9741.542516 sec): 3 clusters Score: Raw -1887653.151935 + Penalty 1878.385535 = -1885774.766400 nChanged 1091 SP:Iteration 2F (9741.625160 sec): 3 clusters Score: Raw -1888176.104969 + Penalty 1878.385535 = -1886297.719433 nChanged 1131 SP:Iteration 3F (9741.689702 sec): 3 clusters Score: Raw -1888844.869049 + Penalty 1878.385535 = -1886966.483513 nChanged 1245 SP:Iteration 4F (9741.761081 sec): 3 clusters Score: Raw -1889620.030502 + Penalty 1878.385535 = -1887741.644967 nChanged 1217 SP:Iteration 5F (9741.839251 sec): 3 clusters Score: Raw -1890470.833960 + Penalty 1878.385535 = -1888592.448425 nChanged 1243 SP:Iteration 6F (9741.910047 sec): 3 clusters Score: Raw -1891385.433614 + Penalty 1878.385535 = -1889507.048079 nChanged 1172 SP:Iteration 7F (9741.978758 sec): 3 clusters Score: Raw -1892205.610381 + Penalty 1878.385535 = -1890327.224845 nChanged 928 SP:Iteration 8Q (9742.050052 sec): 3 clusters Score: Raw -1892772.777958 + Penalty 1878.385535 = -1890894.392422 nChanged 720 SP:Iteration 9Q (9742.117124 sec): 3 clusters Score: Raw -1893123.896740 + Penalty 1878.385535 = -1891245.511204 nChanged 563 SP:Iteration 10Q (9742.190116 sec): 3 clusters Score: Raw -1893363.519951 + Penalty 1878.385535 = -1891485.134416 nChanged 428 SP:Iteration 11Q (9742.254509 sec): 3 clusters Score: Raw -1893515.541813 + Penalty 1878.385535 = -1891637.156278 nChanged 333 SP:Iteration 12Q (9742.329099 sec): 3 clusters Score: Raw -1893608.360630 + Penalty 1878.385535 = -1891729.975095 nChanged 255 SP:Iteration 13Q (9742.392010 sec): 3 clusters Score: Raw -1893671.904744 + Penalty 1878.385535 = -1891793.519209 nChanged 224 SP:Iteration 14Q (9742.459244 sec): 3 clusters Score: Raw -1893723.515107 + Penalty 1878.385535 = -1891845.129572 nChanged 188 SP:Iteration 15Q (9742.528642 sec): 3 clusters Score: Raw -1893765.886485 + Penalty 1878.385535 = -1891887.500950 nChanged 189 SP:Iteration 16Q (9742.595686 sec): 3 clusters Score: Raw -1893814.534520 + Penalty 1878.385535 = -1891936.148985 nChanged 219 SP:Iteration 17Q (9742.672495 sec): 3 clusters Score: Raw -1893865.280568 + Penalty 1878.385535 = -1891986.895033 nChanged 194 SP:Iteration 18Q (9742.741453 sec): 3 clusters Score: Raw -1893909.862171 + Penalty 1878.385535 = -1892031.476636 nChanged 164 SP:Iteration 19Q (9742.815290 sec): 3 clusters Score: Raw -1893947.321495 + Penalty 1878.385535 = -1892068.935960 nChanged 159 SP:Iteration 20F (9742.887570 sec): 3 clusters Score: Raw -1893981.938878 + Penalty 1878.385535 = -1892103.553343 nChanged 164 SP:Iteration 21Q (9742.959036 sec): 3 clusters Score: Raw -1894018.806424 + Penalty 1878.385535 = -1892140.420889 nChanged 158 SP:Iteration 22Q (9743.023681 sec): 3 clusters Score: Raw -1894055.846138 + Penalty 1878.385535 = -1892177.460603 nChanged 157 SP:Iteration 23Q (9743.098105 sec): 3 clusters Score: Raw -1894099.104526 + Penalty 1878.385535 = -1892220.718991 nChanged 169 SP:Iteration 24Q (9743.170718 sec): 3 clusters Score: Raw -1894146.659590 + Penalty 1878.385535 = -1892268.274055 nChanged 164 SP:Iteration 25Q (9743.243948 sec): 3 clusters Score: Raw -1894188.345631 + Penalty 1878.385535 = -1892309.960096 nChanged 172 SP:Iteration 26Q (9743.324824 sec): 3 clusters Score: Raw -1894241.188257 + Penalty 1878.385535 = -1892362.802722 nChanged 192 SP:Iteration 27Q (9743.398078 sec): 3 clusters Score: Raw -1894300.314543 + Penalty 1878.385535 = -1892421.929008 nChanged 171 SP:Iteration 28Q (9743.469321 sec): 3 clusters Score: Raw -1894356.155232 + Penalty 1878.385535 = -1892477.769696 nChanged 166 SP:Iteration 29Q (9743.541049 sec): 3 clusters Score: Raw -1894411.484630 + Penalty 1878.385535 = -1892533.099095 nChanged 158 SP:Iteration 30Q (9743.613014 sec): 3 clusters Score: Raw -1894465.035507 + Penalty 1878.385535 = -1892586.649972 nChanged 152 SP:Iteration 31Q (9743.677122 sec): 3 clusters Score: Raw -1894521.062162 + Penalty 1878.385535 = -1892642.676627 nChanged 148 SP:Iteration 32Q (9743.752075 sec): 3 clusters Score: Raw -1894583.843029 + Penalty 1878.385535 = -1892705.457494 nChanged 146 SP:Iteration 33Q (9743.815387 sec): 3 clusters Score: Raw -1894643.315894 + Penalty 1878.385535 = -1892764.930359 nChanged 148 SP:Iteration 34Q (9743.892954 sec): 3 clusters Score: Raw -1894701.229126 + Penalty 1878.385535 = -1892822.843591 nChanged 147 SP:Iteration 35Q (9743.956807 sec): 3 clusters Score: Raw -1894758.626900 + Penalty 1878.385535 = -1892880.241365 nChanged 125 SP:Iteration 36Q (9744.023987 sec): 3 clusters Score: Raw -1894803.212981 + Penalty 1878.385535 = -1892924.827445 nChanged 125 SP:Iteration 37Q (9744.092538 sec): 3 clusters Score: Raw -1894841.396667 + Penalty 1878.385535 = -1892963.011132 nChanged 115 SP:Iteration 38Q (9744.157048 sec): 3 clusters Score: Raw -1894879.912697 + Penalty 1878.385535 = -1893001.527162 nChanged 98 SP:Iteration 39Q (9744.229981 sec): 3 clusters Score: Raw -1894906.044366 + Penalty 1878.385535 = -1893027.658831 nChanged 86 SP:Iteration 40F (9744.297057 sec): 3 clusters Score: Raw -1894928.118122 + Penalty 1878.385535 = -1893049.732587 nChanged 70 SP:Iteration 41Q (9744.377596 sec): 3 clusters Score: Raw -1894945.186991 + Penalty 1878.385535 = -1893066.801456 nChanged 60 SP:Iteration 42Q (9744.442178 sec): 3 clusters Score: Raw -1894957.823664 + Penalty 1878.385535 = -1893079.438129 nChanged 51 SP:Iteration 43Q (9744.512708 sec): 3 clusters Score: Raw -1894969.372383 + Penalty 1878.385535 = -1893090.986847 nChanged 53 SP:Iteration 44Q (9744.582369 sec): 3 clusters Score: Raw -1894982.636924 + Penalty 1878.385535 = -1893104.251389 nChanged 59 SP:Iteration 45Q (9744.648536 sec): 3 clusters Score: Raw -1894997.699504 + Penalty 1878.385535 = -1893119.313969 nChanged 54 SP:Iteration 46Q (9744.713489 sec): 3 clusters Score: Raw -1895009.271141 + Penalty 1878.385535 = -1893130.885606 nChanged 42 SP:Iteration 47Q (9744.779764 sec): 3 clusters Score: Raw -1895018.933410 + Penalty 1878.385535 = -1893140.547875 nChanged 38 SP:Iteration 48Q (9744.835621 sec): 3 clusters Score: Raw -1895029.162989 + Penalty 1878.385535 = -1893150.777454 nChanged 27 SP:Iteration 49Q (9744.911224 sec): 3 clusters Score: Raw -1895034.491248 + Penalty 1878.385535 = -1893156.105713 nChanged 17 SP:Iteration 50Q (9744.975097 sec): 3 clusters Score: Raw -1895036.505637 + Penalty 1878.385535 = -1893158.120102 nChanged 12 SP:Iteration 51Q (9745.037631 sec): 3 clusters Score: Raw -1895038.086679 + Penalty 1878.385535 = -1893159.701144 nChanged 9 SP:Iteration 52Q (9745.091555 sec): 3 clusters Score: Raw -1895038.991513 + Penalty 1878.385535 = -1893160.605978 nChanged 9 SP:Iteration 53Q (9745.166078 sec): 3 clusters Score: Raw -1895040.104230 + Penalty 1878.385535 = -1893161.718695 nChanged 8 SP:Iteration 54Q (9745.238133 sec): 3 clusters Score: Raw -1895040.906980 + Penalty 1878.385535 = -1893162.521445 nChanged 6 SP:Iteration 55Q (9745.300154 sec): 3 clusters Score: Raw -1895041.601400 + Penalty 1878.385535 = -1893163.215865 nChanged 11 SP:Iteration 56Q (9745.370124 sec): 3 clusters Score: Raw -1895043.215338 + Penalty 1878.385535 = -1893164.829803 nChanged 9 SP:Iteration 57Q (9745.440268 sec): 3 clusters Score: Raw -1895044.722600 + Penalty 1878.385535 = -1893166.337065 nChanged 6 SP:Iteration 58Q (9745.510251 sec): 3 clusters Score: Raw -1895045.743092 + Penalty 1878.385535 = -1893167.357557 nChanged 8 SP:Iteration 59Q (9745.571469 sec): 3 clusters Score: Raw -1895046.699156 + Penalty 1878.385535 = -1893168.313621 nChanged 10 SP:Iteration 60F (9745.642470 sec): 3 clusters Score: Raw -1895047.605262 + Penalty 1878.385535 = -1893169.219726 nChanged 8 SP:Iteration 61Q (9745.709700 sec): 3 clusters Score: Raw -1895048.313516 + Penalty 1878.385535 = -1893169.927980 nChanged 6 SP:Iteration 62Q (9745.774902 sec): 3 clusters Score: Raw -1895049.198530 + Penalty 1878.385535 = -1893170.812995 nChanged 5 SP:Iteration 63Q (9745.839291 sec): 3 clusters Score: Raw -1895050.092626 + Penalty 1878.385535 = -1893171.707091 nChanged 6 SP:Iteration 64Q (9745.912892 sec): 3 clusters Score: Raw -1895050.477856 + Penalty 1878.385535 = -1893172.092321 nChanged 4 SP:Iteration 65Q (9745.971071 sec): 3 clusters Score: Raw -1895050.841253 + Penalty 1878.385535 = -1893172.455718 nChanged 4 SP:Iteration 66Q (9746.031481 sec): 3 clusters Score: Raw -1895051.200303 + Penalty 1878.385535 = -1893172.814768 nChanged 2 SP:Iteration 67Q (9746.108466 sec): 3 clusters Score: Raw -1895051.372083 + Penalty 1878.385535 = -1893172.986548 nChanged 1 SP:Iteration 68Q (9746.182320 sec): 3 clusters Score: Raw -1895051.454864 + Penalty 1878.385535 = -1893173.069329 nChanged 2 SP:Iteration 69Q (9746.245313 sec): 3 clusters Score: Raw -1895051.647416 + Penalty 1878.385535 = -1893173.261881 nChanged 2 SP:Iteration 70Q (9746.304089 sec): 3 clusters Score: Raw -1895051.819951 + Penalty 1878.385535 = -1893173.434416 nChanged 0 SP:Iteration 71F (9746.367828 sec): 3 clusters Score: Raw -1895051.819951 + Penalty 1878.385535 = -1893173.434416 nChanged 0 Trying to split cluster 30 (12353 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9746.402523 sec): 2 clusters Score: Raw -1166214.427245 + Penalty 895.057152 = -1165319.370094 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9746.466983 sec): 3 clusters Score: Raw -1158710.950559 + Penalty 1790.114303 = -1156920.836256 nChanged 5668 SP:Iteration 1F (9746.530674 sec): 3 clusters Score: Raw -1161944.792663 + Penalty 1790.114303 = -1160154.678360 nChanged 712 SP:Iteration 2F (9746.591441 sec): 3 clusters Score: Raw -1162260.317101 + Penalty 1790.114303 = -1160470.202798 nChanged 663 SP:Iteration 3F (9746.651078 sec): 3 clusters Score: Raw -1162601.234933 + Penalty 1790.114303 = -1160811.120630 nChanged 642 SP:Iteration 4F (9746.709472 sec): 3 clusters Score: Raw -1163015.570458 + Penalty 1790.114303 = -1161225.456155 nChanged 729 SP:Iteration 5F (9746.773231 sec): 3 clusters Score: Raw -1163540.935417 + Penalty 1790.114303 = -1161750.821114 nChanged 750 SP:Iteration 6F (9746.836751 sec): 3 clusters Score: Raw -1164019.739608 + Penalty 1790.114303 = -1162229.625305 nChanged 594 SP:Iteration 7Q (9746.906744 sec): 3 clusters Score: Raw -1164389.114311 + Penalty 1790.114303 = -1162599.000007 nChanged 542 SP:Iteration 8Q (9746.949307 sec): 3 clusters Score: Raw -1164677.381865 + Penalty 1790.114303 = -1162887.267562 nChanged 406 SP:Iteration 9Q (9747.012512 sec): 3 clusters Score: Raw -1164848.503032 + Penalty 1790.114303 = -1163058.388728 nChanged 323 SP:Iteration 10Q (9747.070789 sec): 3 clusters Score: Raw -1164958.723665 + Penalty 1790.114303 = -1163168.609362 nChanged 215 SP:Iteration 11Q (9747.144594 sec): 3 clusters Score: Raw -1165027.301660 + Penalty 1790.114303 = -1163237.187357 nChanged 155 SP:Iteration 12Q (9747.198459 sec): 3 clusters Score: Raw -1165061.796651 + Penalty 1790.114303 = -1163271.682348 nChanged 115 SP:Iteration 13Q (9747.243603 sec): 3 clusters Score: Raw -1165083.511492 + Penalty 1790.114303 = -1163293.397188 nChanged 91 SP:Iteration 14Q (9747.303538 sec): 3 clusters Score: Raw -1165098.661826 + Penalty 1790.114303 = -1163308.547522 nChanged 81 SP:Iteration 15Q (9747.376702 sec): 3 clusters Score: Raw -1165111.422864 + Penalty 1790.114303 = -1163321.308561 nChanged 65 SP:Iteration 16Q (9747.428824 sec): 3 clusters Score: Raw -1165121.035652 + Penalty 1790.114303 = -1163330.921349 nChanged 55 SP:Iteration 17Q (9747.488309 sec): 3 clusters Score: Raw -1165129.565835 + Penalty 1790.114303 = -1163339.451531 nChanged 65 SP:Iteration 18Q (9747.551658 sec): 3 clusters Score: Raw -1165137.549648 + Penalty 1790.114303 = -1163347.435344 nChanged 58 SP:Iteration 19Q (9747.609621 sec): 3 clusters Score: Raw -1165145.309513 + Penalty 1790.114303 = -1163355.195210 nChanged 52 SP:Iteration 20F (9747.672763 sec): 3 clusters Score: Raw -1165152.731247 + Penalty 1790.114303 = -1163362.616944 nChanged 64 SP:Iteration 21Q (9747.735714 sec): 3 clusters Score: Raw -1165162.784984 + Penalty 1790.114303 = -1163372.670681 nChanged 72 SP:Iteration 22Q (9747.798304 sec): 3 clusters Score: Raw -1165174.416256 + Penalty 1790.114303 = -1163384.301953 nChanged 72 SP:Iteration 23Q (9747.861225 sec): 3 clusters Score: Raw -1165185.930812 + Penalty 1790.114303 = -1163395.816509 nChanged 77 SP:Iteration 24Q (9747.923910 sec): 3 clusters Score: Raw -1165197.656552 + Penalty 1790.114303 = -1163407.542249 nChanged 79 SP:Iteration 25Q (9747.987970 sec): 3 clusters Score: Raw -1165211.366096 + Penalty 1790.114303 = -1163421.251793 nChanged 79 SP:Iteration 26Q (9748.051969 sec): 3 clusters Score: Raw -1165223.487616 + Penalty 1790.114303 = -1163433.373313 nChanged 66 SP:Iteration 27Q (9748.115707 sec): 3 clusters Score: Raw -1165232.212495 + Penalty 1790.114303 = -1163442.098191 nChanged 55 SP:Iteration 28Q (9748.179308 sec): 3 clusters Score: Raw -1165240.338840 + Penalty 1790.114303 = -1163450.224537 nChanged 58 SP:Iteration 29Q (9748.237538 sec): 3 clusters Score: Raw -1165247.714591 + Penalty 1790.114303 = -1163457.600288 nChanged 49 SP:Iteration 30Q (9748.288418 sec): 3 clusters Score: Raw -1165254.337009 + Penalty 1790.114303 = -1163464.222706 nChanged 43 SP:Iteration 31Q (9748.352315 sec): 3 clusters Score: Raw -1165259.048028 + Penalty 1790.114303 = -1163468.933725 nChanged 40 SP:Iteration 32Q (9748.411921 sec): 3 clusters Score: Raw -1165262.854843 + Penalty 1790.114303 = -1163472.740540 nChanged 30 SP:Iteration 33Q (9748.471183 sec): 3 clusters Score: Raw -1165266.387316 + Penalty 1790.114303 = -1163476.273012 nChanged 24 SP:Iteration 34Q (9748.529235 sec): 3 clusters Score: Raw -1165269.679267 + Penalty 1790.114303 = -1163479.564963 nChanged 34 SP:Iteration 35Q (9748.591993 sec): 3 clusters Score: Raw -1165274.344203 + Penalty 1790.114303 = -1163484.229900 nChanged 41 SP:Iteration 36Q (9748.657915 sec): 3 clusters Score: Raw -1165279.752578 + Penalty 1790.114303 = -1163489.638275 nChanged 52 SP:Iteration 37Q (9748.687632 sec): 3 clusters Score: Raw -1165285.876824 + Penalty 1790.114303 = -1163495.762521 nChanged 48 SP:Iteration 38Q (9748.757823 sec): 3 clusters Score: Raw -1165291.597253 + Penalty 1790.114303 = -1163501.482950 nChanged 43 SP:Iteration 39Q (9748.802930 sec): 3 clusters Score: Raw -1165296.840221 + Penalty 1790.114303 = -1163506.725918 nChanged 48 SP:Iteration 40F (9748.860421 sec): 3 clusters Score: Raw -1165302.344875 + Penalty 1790.114303 = -1163512.230572 nChanged 46 SP:Iteration 41Q (9748.920594 sec): 3 clusters Score: Raw -1165307.029624 + Penalty 1790.114303 = -1163516.915321 nChanged 46 SP:Iteration 42Q (9748.987734 sec): 3 clusters Score: Raw -1165312.135446 + Penalty 1790.114303 = -1163522.021143 nChanged 33 SP:Iteration 43Q (9749.041464 sec): 3 clusters Score: Raw -1165316.104549 + Penalty 1790.114303 = -1163525.990246 nChanged 26 SP:Iteration 44Q (9749.105402 sec): 3 clusters Score: Raw -1165319.293808 + Penalty 1790.114303 = -1163529.179505 nChanged 37 SP:Iteration 45Q (9749.163616 sec): 3 clusters Score: Raw -1165323.003794 + Penalty 1790.114303 = -1163532.889490 nChanged 28 SP:Iteration 46Q (9749.227492 sec): 3 clusters Score: Raw -1165325.816303 + Penalty 1790.114303 = -1163535.702000 nChanged 30 SP:Iteration 47Q (9749.290284 sec): 3 clusters Score: Raw -1165328.198961 + Penalty 1790.114303 = -1163538.084658 nChanged 29 SP:Iteration 48Q (9749.316057 sec): 3 clusters Score: Raw -1165331.115767 + Penalty 1790.114303 = -1163541.001464 nChanged 35 SP:Iteration 49Q (9749.343420 sec): 3 clusters Score: Raw -1165334.684991 + Penalty 1790.114303 = -1163544.570688 nChanged 32 SP:Iteration 50Q (9749.370545 sec): 3 clusters Score: Raw -1165338.677612 + Penalty 1790.114303 = -1163548.563309 nChanged 41 SP:Iteration 51Q (9749.433192 sec): 3 clusters Score: Raw -1165343.700701 + Penalty 1790.114303 = -1163553.586398 nChanged 39 SP:Iteration 52Q (9749.496538 sec): 3 clusters Score: Raw -1165348.226483 + Penalty 1790.114303 = -1163558.112179 nChanged 42 SP:Iteration 53Q (9749.559831 sec): 3 clusters Score: Raw -1165353.002871 + Penalty 1790.114303 = -1163562.888568 nChanged 50 SP:Iteration 54Q (9749.608864 sec): 3 clusters Score: Raw -1165359.803194 + Penalty 1790.114303 = -1163569.688891 nChanged 48 SP:Iteration 55Q (9749.673379 sec): 3 clusters Score: Raw -1165365.091041 + Penalty 1790.114303 = -1163574.976738 nChanged 42 SP:Iteration 56Q (9749.738279 sec): 3 clusters Score: Raw -1165369.637067 + Penalty 1790.114303 = -1163579.522764 nChanged 48 SP:Iteration 57Q (9749.796275 sec): 3 clusters Score: Raw -1165377.064812 + Penalty 1790.114303 = -1163586.950509 nChanged 57 SP:Iteration 58Q (9749.858585 sec): 3 clusters Score: Raw -1165389.043190 + Penalty 1790.114303 = -1163598.928887 nChanged 75 SP:Iteration 59Q (9749.922912 sec): 3 clusters Score: Raw -1165405.227220 + Penalty 1790.114303 = -1163615.112917 nChanged 90 SP:Iteration 60F (9749.987086 sec): 3 clusters Score: Raw -1165428.537147 + Penalty 1790.114303 = -1163638.422843 nChanged 108 SP:Iteration 61Q (9750.042259 sec): 3 clusters Score: Raw -1165464.527237 + Penalty 1790.114303 = -1163674.412934 nChanged 140 SP:Iteration 62Q (9750.106615 sec): 3 clusters Score: Raw -1165505.004343 + Penalty 1790.114303 = -1163714.890039 nChanged 137 SP:Iteration 63Q (9750.180255 sec): 3 clusters Score: Raw -1165541.759218 + Penalty 1790.114303 = -1163751.644915 nChanged 117 SP:Iteration 64Q (9750.243039 sec): 3 clusters Score: Raw -1165575.107653 + Penalty 1790.114303 = -1163784.993350 nChanged 116 SP:Iteration 65Q (9750.290016 sec): 3 clusters Score: Raw -1165605.409527 + Penalty 1790.114303 = -1163815.295224 nChanged 101 SP:Iteration 66Q (9750.346968 sec): 3 clusters Score: Raw -1165629.948594 + Penalty 1790.114303 = -1163839.834290 nChanged 122 SP:Iteration 67Q (9750.406698 sec): 3 clusters Score: Raw -1165660.873463 + Penalty 1790.114303 = -1163870.759160 nChanged 117 SP:Iteration 68Q (9750.470323 sec): 3 clusters Score: Raw -1165695.074176 + Penalty 1790.114303 = -1163904.959873 nChanged 129 SP:Iteration 69Q (9750.535429 sec): 3 clusters Score: Raw -1165733.197925 + Penalty 1790.114303 = -1163943.083622 nChanged 119 SP:Iteration 70Q (9750.596542 sec): 3 clusters Score: Raw -1165762.531351 + Penalty 1790.114303 = -1163972.417047 nChanged 113 SP:Iteration 71Q (9750.657605 sec): 3 clusters Score: Raw -1165796.833101 + Penalty 1790.114303 = -1164006.718797 nChanged 115 SP:Iteration 72Q (9750.720335 sec): 3 clusters Score: Raw -1165828.881739 + Penalty 1790.114303 = -1164038.767436 nChanged 111 SP:Iteration 73Q (9750.780193 sec): 3 clusters Score: Raw -1165856.879682 + Penalty 1790.114303 = -1164066.765379 nChanged 105 SP:Iteration 74Q (9750.831503 sec): 3 clusters Score: Raw -1165888.434221 + Penalty 1790.114303 = -1164098.319918 nChanged 108 SP:Iteration 75Q (9750.897482 sec): 3 clusters Score: Raw -1165921.104465 + Penalty 1790.114303 = -1164130.990162 nChanged 110 SP:Iteration 76Q (9750.959827 sec): 3 clusters Score: Raw -1165952.378425 + Penalty 1790.114303 = -1164162.264122 nChanged 103 SP:Iteration 77Q (9751.026026 sec): 3 clusters Score: Raw -1165978.641366 + Penalty 1790.114303 = -1164188.527062 nChanged 85 SP:Iteration 78Q (9751.088709 sec): 3 clusters Score: Raw -1166000.778767 + Penalty 1790.114303 = -1164210.664464 nChanged 75 SP:Iteration 79Q (9751.138951 sec): 3 clusters Score: Raw -1166015.978747 + Penalty 1790.114303 = -1164225.864444 nChanged 58 SP:Iteration 80F (9751.196673 sec): 3 clusters Score: Raw -1166025.932041 + Penalty 1790.114303 = -1164235.817738 nChanged 54 SP:Iteration 81Q (9751.257148 sec): 3 clusters Score: Raw -1166034.685470 + Penalty 1790.114303 = -1164244.571167 nChanged 40 SP:Iteration 82Q (9751.324690 sec): 3 clusters Score: Raw -1166041.340969 + Penalty 1790.114303 = -1164251.226666 nChanged 40 SP:Iteration 83Q (9751.389655 sec): 3 clusters Score: Raw -1166048.801222 + Penalty 1790.114303 = -1164258.686918 nChanged 45 SP:Iteration 84Q (9751.446289 sec): 3 clusters Score: Raw -1166056.507779 + Penalty 1790.114303 = -1164266.393475 nChanged 39 SP:Iteration 85Q (9751.497692 sec): 3 clusters Score: Raw -1166061.149639 + Penalty 1790.114303 = -1164271.035336 nChanged 25 SP:Iteration 86Q (9751.547527 sec): 3 clusters Score: Raw -1166063.358399 + Penalty 1790.114303 = -1164273.244095 nChanged 22 SP:Iteration 87Q (9751.621362 sec): 3 clusters Score: Raw -1166065.620161 + Penalty 1790.114303 = -1164275.505858 nChanged 25 SP:Iteration 88Q (9751.677435 sec): 3 clusters Score: Raw -1166068.000963 + Penalty 1790.114303 = -1164277.886660 nChanged 25 SP:Iteration 89Q (9751.737550 sec): 3 clusters Score: Raw -1166071.309614 + Penalty 1790.114303 = -1164281.195311 nChanged 18 SP:Iteration 90Q (9751.801176 sec): 3 clusters Score: Raw -1166073.468878 + Penalty 1790.114303 = -1164283.354574 nChanged 24 SP:Iteration 91Q (9751.857248 sec): 3 clusters Score: Raw -1166077.419865 + Penalty 1790.114303 = -1164287.305562 nChanged 30 SP:Iteration 92Q (9751.930141 sec): 3 clusters Score: Raw -1166081.832923 + Penalty 1790.114303 = -1164291.718620 nChanged 31 SP:Iteration 93Q (9751.983467 sec): 3 clusters Score: Raw -1166086.836670 + Penalty 1790.114303 = -1164296.722367 nChanged 27 SP:Iteration 94Q (9752.056582 sec): 3 clusters Score: Raw -1166090.850050 + Penalty 1790.114303 = -1164300.735747 nChanged 28 SP:Iteration 95Q (9752.118391 sec): 3 clusters Score: Raw -1166094.594638 + Penalty 1790.114303 = -1164304.480335 nChanged 17 SP:Iteration 96Q (9752.171164 sec): 3 clusters Score: Raw -1166096.585127 + Penalty 1790.114303 = -1164306.470824 nChanged 23 SP:Iteration 97Q (9752.240813 sec): 3 clusters Score: Raw -1166100.846824 + Penalty 1790.114303 = -1164310.732521 nChanged 31 SP:Iteration 98Q (9752.304283 sec): 3 clusters Score: Raw -1166106.337301 + Penalty 1790.114303 = -1164316.222998 nChanged 27 SP:Iteration 99Q (9752.354473 sec): 3 clusters Score: Raw -1166111.427694 + Penalty 1790.114303 = -1164321.313391 nChanged 26 SP:Iteration 100F (9752.426312 sec): 3 clusters Score: Raw -1166116.005848 + Penalty 1790.114303 = -1164325.891545 nChanged 27 SP:Iteration 101Q (9752.481608 sec): 3 clusters Score: Raw -1166121.220450 + Penalty 1790.114303 = -1164331.106147 nChanged 30 SP:Iteration 102Q (9752.543017 sec): 3 clusters Score: Raw -1166125.959946 + Penalty 1790.114303 = -1164335.845643 nChanged 27 SP:Iteration 103Q (9752.588799 sec): 3 clusters Score: Raw -1166130.215024 + Penalty 1790.114303 = -1164340.100721 nChanged 27 SP:Iteration 104Q (9752.658765 sec): 3 clusters Score: Raw -1166133.514624 + Penalty 1790.114303 = -1164343.400321 nChanged 18 SP:Iteration 105Q (9752.711004 sec): 3 clusters Score: Raw -1166135.849819 + Penalty 1790.114303 = -1164345.735516 nChanged 24 SP:Iteration 106Q (9752.755001 sec): 3 clusters Score: Raw -1166138.552505 + Penalty 1790.114303 = -1164348.438202 nChanged 22 SP:Iteration 107Q (9752.828410 sec): 3 clusters Score: Raw -1166141.143702 + Penalty 1790.114303 = -1164351.029399 nChanged 23 SP:Iteration 108Q (9752.891548 sec): 3 clusters Score: Raw -1166143.577212 + Penalty 1790.114303 = -1164353.462908 nChanged 25 SP:Iteration 109Q (9752.954078 sec): 3 clusters Score: Raw -1166147.600153 + Penalty 1790.114303 = -1164357.485850 nChanged 28 SP:Iteration 110Q (9753.016272 sec): 3 clusters Score: Raw -1166152.772743 + Penalty 1790.114303 = -1164362.658440 nChanged 28 SP:Iteration 111Q (9753.071580 sec): 3 clusters Score: Raw -1166157.762508 + Penalty 1790.114303 = -1164367.648204 nChanged 29 SP:Iteration 112Q (9753.123558 sec): 3 clusters Score: Raw -1166164.881035 + Penalty 1790.114303 = -1164374.766732 nChanged 36 SP:Iteration 113Q (9753.184714 sec): 3 clusters Score: Raw -1166172.248400 + Penalty 1790.114303 = -1164382.134097 nChanged 33 SP:Iteration 114Q (9753.218328 sec): 3 clusters Score: Raw -1166179.029160 + Penalty 1790.114303 = -1164388.914857 nChanged 39 SP:Iteration 115Q (9753.282327 sec): 3 clusters Score: Raw -1166186.519359 + Penalty 1790.114303 = -1164396.405055 nChanged 28 SP:Iteration 116Q (9753.345360 sec): 3 clusters Score: Raw -1166191.603486 + Penalty 1790.114303 = -1164401.489183 nChanged 33 SP:Iteration 117Q (9753.407273 sec): 3 clusters Score: Raw -1166198.697325 + Penalty 1790.114303 = -1164408.583021 nChanged 35 SP:Iteration 118Q (9753.468023 sec): 3 clusters Score: Raw -1166206.356721 + Penalty 1790.114303 = -1164416.242418 nChanged 38 SP:Iteration 119Q (9753.522775 sec): 3 clusters Score: Raw -1166215.384588 + Penalty 1790.114303 = -1164425.270285 nChanged 36 SP:Iteration 120F (9753.586955 sec): 3 clusters Score: Raw -1166224.936864 + Penalty 1790.114303 = -1164434.822561 nChanged 43 SP:Iteration 121Q (9753.643765 sec): 3 clusters Score: Raw -1166234.553638 + Penalty 1790.114303 = -1164444.439334 nChanged 31 SP:Iteration 122Q (9753.716113 sec): 3 clusters Score: Raw -1166241.380907 + Penalty 1790.114303 = -1164451.266604 nChanged 23 SP:Iteration 123Q (9753.757798 sec): 3 clusters Score: Raw -1166247.025074 + Penalty 1790.114303 = -1164456.910771 nChanged 23 SP:Iteration 124Q (9753.819996 sec): 3 clusters Score: Raw -1166252.291142 + Penalty 1790.114303 = -1164462.176839 nChanged 19 SP:Iteration 125Q (9753.879668 sec): 3 clusters Score: Raw -1166256.475831 + Penalty 1790.114303 = -1164466.361528 nChanged 24 SP:Iteration 126Q (9753.941690 sec): 3 clusters Score: Raw -1166261.378491 + Penalty 1790.114303 = -1164471.264188 nChanged 27 SP:Iteration 127Q (9754.002284 sec): 3 clusters Score: Raw -1166266.654021 + Penalty 1790.114303 = -1164476.539718 nChanged 18 SP:Iteration 128Q (9754.063251 sec): 3 clusters Score: Raw -1166269.324609 + Penalty 1790.114303 = -1164479.210306 nChanged 14 SP:Iteration 129Q (9754.125569 sec): 3 clusters Score: Raw -1166271.620952 + Penalty 1790.114303 = -1164481.506649 nChanged 11 SP:Iteration 130Q (9754.184721 sec): 3 clusters Score: Raw -1166273.985160 + Penalty 1790.114303 = -1164483.870856 nChanged 13 SP:Iteration 131Q (9754.251036 sec): 3 clusters Score: Raw -1166276.388516 + Penalty 1790.114303 = -1164486.274213 nChanged 19 SP:Iteration 132Q (9754.316665 sec): 3 clusters Score: Raw -1166279.625673 + Penalty 1790.114303 = -1164489.511370 nChanged 12 SP:Iteration 133Q (9754.381735 sec): 3 clusters Score: Raw -1166281.824088 + Penalty 1790.114303 = -1164491.709784 nChanged 17 SP:Iteration 134Q (9754.439621 sec): 3 clusters Score: Raw -1166284.163144 + Penalty 1790.114303 = -1164494.048841 nChanged 13 SP:Iteration 135Q (9754.500415 sec): 3 clusters Score: Raw -1166286.375508 + Penalty 1790.114303 = -1164496.261204 nChanged 13 SP:Iteration 136Q (9754.561655 sec): 3 clusters Score: Raw -1166288.390677 + Penalty 1790.114303 = -1164498.276373 nChanged 10 SP:Iteration 137Q (9754.629250 sec): 3 clusters Score: Raw -1166289.245720 + Penalty 1790.114303 = -1164499.131417 nChanged 5 SP:Iteration 138Q (9754.683000 sec): 3 clusters Score: Raw -1166289.661618 + Penalty 1790.114303 = -1164499.547314 nChanged 2 SP:Iteration 139Q (9754.745274 sec): 3 clusters Score: Raw -1166289.828503 + Penalty 1790.114303 = -1164499.714200 nChanged 3 SP:Iteration 140F (9754.809262 sec): 3 clusters Score: Raw -1166290.202319 + Penalty 1790.114303 = -1164500.088016 nChanged 2 SP:Iteration 141Q (9754.867989 sec): 3 clusters Score: Raw -1166290.293187 + Penalty 1790.114303 = -1164500.178884 nChanged 0 SP:Iteration 142F (9754.942462 sec): 3 clusters Score: Raw -1166290.293187 + Penalty 1790.114303 = -1164500.178884 nChanged 0 Trying to split cluster 31 (9215 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9754.964074 sec): 2 clusters Score: Raw -850561.549397 + Penalty 867.215848 = -849694.333549 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9755.023975 sec): 3 clusters Score: Raw -845165.409106 + Penalty 1734.431695 = -843430.977411 nChanged 4108 SP:Iteration 1F (9755.082463 sec): 3 clusters Score: Raw -847394.315853 + Penalty 1734.431695 = -845659.884158 nChanged 552 SP:Iteration 2F (9755.139333 sec): 3 clusters Score: Raw -847663.702555 + Penalty 1734.431695 = -845929.270860 nChanged 534 SP:Iteration 3F (9755.198344 sec): 3 clusters Score: Raw -847935.149248 + Penalty 1734.431695 = -846200.717553 nChanged 493 SP:Iteration 4F (9755.257089 sec): 3 clusters Score: Raw -848199.328572 + Penalty 1734.431695 = -846464.896877 nChanged 472 SP:Iteration 5F (9755.305690 sec): 3 clusters Score: Raw -848472.321635 + Penalty 1734.431695 = -846737.889940 nChanged 439 SP:Iteration 6Q (9755.364662 sec): 3 clusters Score: Raw -848751.815878 + Penalty 1734.431695 = -847017.384182 nChanged 441 SP:Iteration 7Q (9755.423415 sec): 3 clusters Score: Raw -849039.876198 + Penalty 1734.431695 = -847305.444502 nChanged 419 SP:Iteration 8Q (9755.483479 sec): 3 clusters Score: Raw -849293.153168 + Penalty 1734.431695 = -847558.721473 nChanged 343 SP:Iteration 9Q (9755.542538 sec): 3 clusters Score: Raw -849461.913899 + Penalty 1734.431695 = -847727.482204 nChanged 259 SP:Iteration 10Q (9755.601244 sec): 3 clusters Score: Raw -849569.436397 + Penalty 1734.431695 = -847835.004701 nChanged 191 SP:Iteration 11Q (9755.657779 sec): 3 clusters Score: Raw -849633.492216 + Penalty 1734.431695 = -847899.060521 nChanged 148 SP:Iteration 12Q (9755.716290 sec): 3 clusters Score: Raw -849678.717031 + Penalty 1734.431695 = -847944.285336 nChanged 120 SP:Iteration 13Q (9755.764874 sec): 3 clusters Score: Raw -849712.688000 + Penalty 1734.431695 = -847978.256305 nChanged 107 SP:Iteration 14Q (9755.812070 sec): 3 clusters Score: Raw -849739.789198 + Penalty 1734.431695 = -848005.357502 nChanged 107 SP:Iteration 15Q (9755.870841 sec): 3 clusters Score: Raw -849770.216282 + Penalty 1734.431695 = -848035.784586 nChanged 117 SP:Iteration 16Q (9755.928662 sec): 3 clusters Score: Raw -849809.903517 + Penalty 1734.431695 = -848075.471821 nChanged 133 SP:Iteration 17Q (9755.988229 sec): 3 clusters Score: Raw -849859.735186 + Penalty 1734.431695 = -848125.303491 nChanged 145 SP:Iteration 18Q (9756.046986 sec): 3 clusters Score: Raw -849910.899258 + Penalty 1734.431695 = -848176.467563 nChanged 146 SP:Iteration 19Q (9756.096278 sec): 3 clusters Score: Raw -849959.579848 + Penalty 1734.431695 = -848225.148153 nChanged 150 SP:Iteration 20F (9756.155017 sec): 3 clusters Score: Raw -850010.038145 + Penalty 1734.431695 = -848275.606450 nChanged 138 SP:Iteration 21Q (9756.213228 sec): 3 clusters Score: Raw -850058.817158 + Penalty 1734.431695 = -848324.385463 nChanged 128 SP:Iteration 22Q (9756.261776 sec): 3 clusters Score: Raw -850105.406787 + Penalty 1734.431695 = -848370.975092 nChanged 138 SP:Iteration 23Q (9756.321648 sec): 3 clusters Score: Raw -850164.182198 + Penalty 1734.431695 = -848429.750503 nChanged 134 SP:Iteration 24Q (9756.378530 sec): 3 clusters Score: Raw -850220.047376 + Penalty 1734.431695 = -848485.615680 nChanged 119 SP:Iteration 25Q (9756.435160 sec): 3 clusters Score: Raw -850269.579889 + Penalty 1734.431695 = -848535.148194 nChanged 109 SP:Iteration 26Q (9756.494023 sec): 3 clusters Score: Raw -850313.008904 + Penalty 1734.431695 = -848578.577208 nChanged 104 SP:Iteration 27Q (9756.551818 sec): 3 clusters Score: Raw -850353.811730 + Penalty 1734.431695 = -848619.380035 nChanged 95 SP:Iteration 28Q (9756.610770 sec): 3 clusters Score: Raw -850388.692039 + Penalty 1734.431695 = -848654.260343 nChanged 82 SP:Iteration 29Q (9756.661625 sec): 3 clusters Score: Raw -850418.289657 + Penalty 1734.431695 = -848683.857961 nChanged 84 SP:Iteration 30Q (9756.720570 sec): 3 clusters Score: Raw -850446.858897 + Penalty 1734.431695 = -848712.427201 nChanged 72 SP:Iteration 31Q (9756.772905 sec): 3 clusters Score: Raw -850471.515315 + Penalty 1734.431695 = -848737.083619 nChanged 62 SP:Iteration 32Q (9756.831857 sec): 3 clusters Score: Raw -850487.335487 + Penalty 1734.431695 = -848752.903792 nChanged 53 SP:Iteration 33Q (9756.891501 sec): 3 clusters Score: Raw -850498.092605 + Penalty 1734.431695 = -848763.660910 nChanged 38 SP:Iteration 34Q (9756.942212 sec): 3 clusters Score: Raw -850506.516120 + Penalty 1734.431695 = -848772.084425 nChanged 38 SP:Iteration 35Q (9756.999703 sec): 3 clusters Score: Raw -850514.789328 + Penalty 1734.431695 = -848780.357633 nChanged 36 SP:Iteration 36Q (9757.057354 sec): 3 clusters Score: Raw -850523.089014 + Penalty 1734.431695 = -848788.657319 nChanged 40 SP:Iteration 37Q (9757.126964 sec): 3 clusters Score: Raw -850533.066666 + Penalty 1734.431695 = -848798.634971 nChanged 40 SP:Iteration 38Q (9757.175801 sec): 3 clusters Score: Raw -850543.562537 + Penalty 1734.431695 = -848809.130842 nChanged 43 SP:Iteration 39Q (9757.234608 sec): 3 clusters Score: Raw -850555.849074 + Penalty 1734.431695 = -848821.417379 nChanged 33 SP:Iteration 40F (9757.295374 sec): 3 clusters Score: Raw -850562.997793 + Penalty 1734.431695 = -848828.566097 nChanged 23 SP:Iteration 41Q (9757.354992 sec): 3 clusters Score: Raw -850569.529386 + Penalty 1734.431695 = -848835.097690 nChanged 32 SP:Iteration 42Q (9757.388841 sec): 3 clusters Score: Raw -850578.307696 + Penalty 1734.431695 = -848843.876001 nChanged 27 SP:Iteration 43Q (9757.410887 sec): 3 clusters Score: Raw -850586.391630 + Penalty 1734.431695 = -848851.959935 nChanged 22 SP:Iteration 44Q (9757.433028 sec): 3 clusters Score: Raw -850592.066954 + Penalty 1734.431695 = -848857.635258 nChanged 20 SP:Iteration 45Q (9757.454925 sec): 3 clusters Score: Raw -850596.061730 + Penalty 1734.431695 = -848861.630034 nChanged 17 SP:Iteration 46Q (9757.476843 sec): 3 clusters Score: Raw -850599.106226 + Penalty 1734.431695 = -848864.674531 nChanged 15 SP:Iteration 47Q (9757.498803 sec): 3 clusters Score: Raw -850602.191323 + Penalty 1734.431695 = -848867.759628 nChanged 14 SP:Iteration 48Q (9757.552718 sec): 3 clusters Score: Raw -850605.180719 + Penalty 1734.431695 = -848870.749024 nChanged 16 SP:Iteration 49Q (9757.571059 sec): 3 clusters Score: Raw -850608.610292 + Penalty 1734.431695 = -848874.178597 nChanged 17 SP:Iteration 50Q (9757.639944 sec): 3 clusters Score: Raw -850611.804550 + Penalty 1734.431695 = -848877.372854 nChanged 15 SP:Iteration 51Q (9757.698473 sec): 3 clusters Score: Raw -850614.374914 + Penalty 1734.431695 = -848879.943219 nChanged 5 SP:Iteration 52Q (9757.755242 sec): 3 clusters Score: Raw -850615.630457 + Penalty 1734.431695 = -848881.198761 nChanged 9 SP:Iteration 53Q (9757.807551 sec): 3 clusters Score: Raw -850616.835842 + Penalty 1734.431695 = -848882.404146 nChanged 3 SP:Iteration 54Q (9757.871254 sec): 3 clusters Score: Raw -850617.106409 + Penalty 1734.431695 = -848882.674713 nChanged 1 SP:Iteration 55Q (9757.915597 sec): 3 clusters Score: Raw -850617.291514 + Penalty 1734.431695 = -848882.859819 nChanged 1 SP:Iteration 56Q (9757.976311 sec): 3 clusters Score: Raw -850617.457825 + Penalty 1734.431695 = -848883.026130 nChanged 0 SP:Iteration 57F (9758.026279 sec): 3 clusters Score: Raw -850617.457825 + Penalty 1734.431695 = -848883.026130 nChanged 0 Trying to split cluster 32 (2549 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9758.054997 sec): 2 clusters Score: Raw -246425.855759 + Penalty 745.128358 = -245680.727401 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9758.101617 sec): 3 clusters Score: Raw -245138.023491 + Penalty 1490.256717 = -243647.766775 nChanged 1023 SP:Iteration 1F (9758.137180 sec): 3 clusters Score: Raw -245725.786636 + Penalty 1490.256717 = -244235.529919 nChanged 194 SP:Iteration 2F (9758.192581 sec): 3 clusters Score: Raw -245844.181675 + Penalty 1490.256717 = -244353.924958 nChanged 141 SP:Iteration 3F (9758.225330 sec): 3 clusters Score: Raw -245938.826234 + Penalty 1490.256717 = -244448.569517 nChanged 133 SP:Iteration 4F (9758.269729 sec): 3 clusters Score: Raw -246019.192580 + Penalty 1490.256717 = -244528.935863 nChanged 94 SP:Iteration 5Q (9758.316529 sec): 3 clusters Score: Raw -246072.617832 + Penalty 1490.256717 = -244582.361115 nChanged 86 SP:Iteration 6Q (9758.369798 sec): 3 clusters Score: Raw -246121.014324 + Penalty 1490.256717 = -244630.757607 nChanged 81 SP:Iteration 7Q (9758.420519 sec): 3 clusters Score: Raw -246161.148982 + Penalty 1490.256717 = -244670.892265 nChanged 68 SP:Iteration 8Q (9758.466639 sec): 3 clusters Score: Raw -246195.649742 + Penalty 1490.256717 = -244705.393026 nChanged 64 SP:Iteration 9Q (9758.510218 sec): 3 clusters Score: Raw -246231.818366 + Penalty 1490.256717 = -244741.561650 nChanged 59 SP:Iteration 10Q (9758.560101 sec): 3 clusters Score: Raw -246264.379826 + Penalty 1490.256717 = -244774.123109 nChanged 65 SP:Iteration 11Q (9758.603313 sec): 3 clusters Score: Raw -246297.701213 + Penalty 1490.256717 = -244807.444496 nChanged 53 SP:Iteration 12Q (9758.642295 sec): 3 clusters Score: Raw -246326.190698 + Penalty 1490.256717 = -244835.933981 nChanged 56 SP:Iteration 13Q (9758.692888 sec): 3 clusters Score: Raw -246357.143020 + Penalty 1490.256717 = -244866.886303 nChanged 54 SP:Iteration 14Q (9758.744807 sec): 3 clusters Score: Raw -246390.031246 + Penalty 1490.256717 = -244899.774529 nChanged 43 SP:Iteration 15Q (9758.795426 sec): 3 clusters Score: Raw -246413.341444 + Penalty 1490.256717 = -244923.084727 nChanged 36 SP:Iteration 16Q (9758.842382 sec): 3 clusters Score: Raw -246426.706109 + Penalty 1490.256717 = -244936.449392 nChanged 19 SP:Iteration 17Q (9758.886099 sec): 3 clusters Score: Raw -246433.162489 + Penalty 1490.256717 = -244942.905772 nChanged 15 SP:Iteration 18Q (9758.938083 sec): 3 clusters Score: Raw -246438.937951 + Penalty 1490.256717 = -244948.681234 nChanged 18 SP:Iteration 19Q (9758.985085 sec): 3 clusters Score: Raw -246447.357726 + Penalty 1490.256717 = -244957.101009 nChanged 13 SP:Iteration 20F (9759.030444 sec): 3 clusters Score: Raw -246452.341117 + Penalty 1490.256717 = -244962.084400 nChanged 7 SP:Iteration 21Q (9759.061554 sec): 3 clusters Score: Raw -246454.624327 + Penalty 1490.256717 = -244964.367610 nChanged 6 SP:Iteration 22Q (9759.107586 sec): 3 clusters Score: Raw -246456.855459 + Penalty 1490.256717 = -244966.598742 nChanged 8 SP:Iteration 23Q (9759.157545 sec): 3 clusters Score: Raw -246460.650315 + Penalty 1490.256717 = -244970.393598 nChanged 6 SP:Iteration 24Q (9759.212720 sec): 3 clusters Score: Raw -246462.418449 + Penalty 1490.256717 = -244972.161732 nChanged 4 SP:Iteration 25Q (9759.259874 sec): 3 clusters Score: Raw -246463.658917 + Penalty 1490.256717 = -244973.402201 nChanged 3 SP:Iteration 26Q (9759.309883 sec): 3 clusters Score: Raw -246464.738214 + Penalty 1490.256717 = -244974.481497 nChanged 3 SP:Iteration 27Q (9759.353928 sec): 3 clusters Score: Raw -246465.635052 + Penalty 1490.256717 = -244975.378336 nChanged 2 SP:Iteration 28Q (9759.393644 sec): 3 clusters Score: Raw -246466.073628 + Penalty 1490.256717 = -244975.816911 nChanged 1 SP:Iteration 29Q (9759.440186 sec): 3 clusters Score: Raw -246466.227756 + Penalty 1490.256717 = -244975.971039 nChanged 1 SP:Iteration 30Q (9759.492602 sec): 3 clusters Score: Raw -246466.525827 + Penalty 1490.256717 = -244976.269110 nChanged 3 SP:Iteration 31Q (9759.535221 sec): 3 clusters Score: Raw -246467.270255 + Penalty 1490.256717 = -244977.013538 nChanged 4 SP:Iteration 32Q (9759.593236 sec): 3 clusters Score: Raw -246467.872615 + Penalty 1490.256717 = -244977.615898 nChanged 4 SP:Iteration 33Q (9759.635191 sec): 3 clusters Score: Raw -246469.457940 + Penalty 1490.256717 = -244979.201223 nChanged 4 SP:Iteration 34Q (9759.685585 sec): 3 clusters Score: Raw -246471.064563 + Penalty 1490.256717 = -244980.807846 nChanged 7 SP:Iteration 35Q (9759.704940 sec): 3 clusters Score: Raw -246473.139203 + Penalty 1490.256717 = -244982.882486 nChanged 6 SP:Iteration 36Q (9759.714423 sec): 3 clusters Score: Raw -246474.920137 + Penalty 1490.256717 = -244984.663420 nChanged 5 SP:Iteration 37Q (9759.723795 sec): 3 clusters Score: Raw -246476.102180 + Penalty 1490.256717 = -244985.845463 nChanged 7 SP:Iteration 38Q (9759.733150 sec): 3 clusters Score: Raw -246477.475003 + Penalty 1490.256717 = -244987.218287 nChanged 7 SP:Iteration 39Q (9759.742665 sec): 3 clusters Score: Raw -246478.939848 + Penalty 1490.256717 = -244988.683131 nChanged 8 SP:Iteration 40F (9759.752393 sec): 3 clusters Score: Raw -246482.830012 + Penalty 1490.256717 = -244992.573295 nChanged 16 SP:Iteration 41Q (9759.761849 sec): 3 clusters Score: Raw -246491.959380 + Penalty 1490.256717 = -245001.702663 nChanged 20 SP:Iteration 42Q (9759.771087 sec): 3 clusters Score: Raw -246503.665237 + Penalty 1490.256717 = -245013.408520 nChanged 19 SP:Iteration 43Q (9759.780437 sec): 3 clusters Score: Raw -246513.660979 + Penalty 1490.256717 = -245023.404262 nChanged 18 SP:Iteration 44Q (9759.789775 sec): 3 clusters Score: Raw -246519.780571 + Penalty 1490.256717 = -245029.523854 nChanged 18 SP:Iteration 45Q (9759.799019 sec): 3 clusters Score: Raw -246527.474678 + Penalty 1490.256717 = -245037.217961 nChanged 12 SP:Iteration 46Q (9759.808329 sec): 3 clusters Score: Raw -246531.296789 + Penalty 1490.256717 = -245041.040072 nChanged 12 SP:Iteration 47Q (9759.817632 sec): 3 clusters Score: Raw -246536.906307 + Penalty 1490.256717 = -245046.649590 nChanged 12 SP:Iteration 48Q (9759.826803 sec): 3 clusters Score: Raw -246539.623907 + Penalty 1490.256717 = -245049.367191 nChanged 6 SP:Iteration 49Q (9759.836048 sec): 3 clusters Score: Raw -246541.585321 + Penalty 1490.256717 = -245051.328604 nChanged 7 SP:Iteration 50Q (9759.845423 sec): 3 clusters Score: Raw -246544.904386 + Penalty 1490.256717 = -245054.647670 nChanged 7 SP:Iteration 51Q (9759.854682 sec): 3 clusters Score: Raw -246548.188287 + Penalty 1490.256717 = -245057.931570 nChanged 8 SP:Iteration 52Q (9759.863861 sec): 3 clusters Score: Raw -246550.910339 + Penalty 1490.256717 = -245060.653622 nChanged 6 SP:Iteration 53Q (9759.873087 sec): 3 clusters Score: Raw -246552.486098 + Penalty 1490.256717 = -245062.229382 nChanged 4 SP:Iteration 54Q (9759.910543 sec): 3 clusters Score: Raw -246553.788151 + Penalty 1490.256717 = -245063.531434 nChanged 3 SP:Iteration 55Q (9759.960173 sec): 3 clusters Score: Raw -246554.264616 + Penalty 1490.256717 = -245064.007899 nChanged 2 SP:Iteration 56Q (9760.004289 sec): 3 clusters Score: Raw -246554.922864 + Penalty 1490.256717 = -245064.666147 nChanged 3 SP:Iteration 57Q (9760.051975 sec): 3 clusters Score: Raw -246556.100237 + Penalty 1490.256717 = -245065.843520 nChanged 3 SP:Iteration 58Q (9760.088288 sec): 3 clusters Score: Raw -246556.613023 + Penalty 1490.256717 = -245066.356306 nChanged 1 SP:Iteration 59Q (9760.135022 sec): 3 clusters Score: Raw -246556.915104 + Penalty 1490.256717 = -245066.658387 nChanged 1 SP:Iteration 60F (9760.182666 sec): 3 clusters Score: Raw -246557.436453 + Penalty 1490.256717 = -245067.179736 nChanged 3 SP:Iteration 61Q (9760.230320 sec): 3 clusters Score: Raw -246558.782461 + Penalty 1490.256717 = -245068.525744 nChanged 6 SP:Iteration 62Q (9760.275707 sec): 3 clusters Score: Raw -246560.956366 + Penalty 1490.256717 = -245070.699650 nChanged 4 SP:Iteration 63Q (9760.320883 sec): 3 clusters Score: Raw -246562.352007 + Penalty 1490.256717 = -245072.095290 nChanged 3 SP:Iteration 64Q (9760.368197 sec): 3 clusters Score: Raw -246562.811577 + Penalty 1490.256717 = -245072.554860 nChanged 0 SP:Iteration 65F (9760.419549 sec): 3 clusters Score: Raw -246562.811577 + Penalty 1490.256717 = -245072.554860 nChanged 0 Trying to split cluster 33 (3341 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9760.449095 sec): 2 clusters Score: Raw -288779.510773 + Penalty 770.832417 = -288008.678356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9760.497821 sec): 3 clusters Score: Raw -287017.625067 + Penalty 1541.664834 = -285475.960233 nChanged 1382 SP:Iteration 1F (9760.547253 sec): 3 clusters Score: Raw -287916.208901 + Penalty 1541.664834 = -286374.544067 nChanged 297 SP:Iteration 2F (9760.588837 sec): 3 clusters Score: Raw -288124.136468 + Penalty 1541.664834 = -286582.471634 nChanged 219 SP:Iteration 3F (9760.640049 sec): 3 clusters Score: Raw -288311.104931 + Penalty 1541.664834 = -286769.440097 nChanged 218 SP:Iteration 4F (9760.676832 sec): 3 clusters Score: Raw -288519.555291 + Penalty 1541.664834 = -286977.890457 nChanged 209 SP:Iteration 5F (9760.727996 sec): 3 clusters Score: Raw -288733.928759 + Penalty 1541.664834 = -287192.263925 nChanged 196 SP:Iteration 6F (9760.765545 sec): 3 clusters Score: Raw -288936.861600 + Penalty 1541.664834 = -287395.196766 nChanged 164 SP:Iteration 7Q (9760.814963 sec): 3 clusters Score: Raw -289093.337312 + Penalty 1541.664834 = -287551.672478 nChanged 141 SP:Iteration 8Q (9760.854330 sec): 3 clusters Score: Raw -289228.827787 + Penalty 1541.664834 = -287687.162953 nChanged 113 SP:Iteration 9Q (9760.905733 sec): 3 clusters Score: Raw -289324.306576 + Penalty 1541.664834 = -287782.641742 nChanged 78 SP:Iteration 10Q (9760.948190 sec): 3 clusters Score: Raw -289378.183408 + Penalty 1541.664834 = -287836.518574 nChanged 59 SP:Iteration 11Q (9760.993548 sec): 3 clusters Score: Raw -289405.141023 + Penalty 1541.664834 = -287863.476189 nChanged 35 SP:Iteration 12Q (9761.040743 sec): 3 clusters Score: Raw -289415.374444 + Penalty 1541.664834 = -287873.709610 nChanged 15 SP:Iteration 13Q (9761.087106 sec): 3 clusters Score: Raw -289418.901749 + Penalty 1541.664834 = -287877.236915 nChanged 16 SP:Iteration 14Q (9761.130928 sec): 3 clusters Score: Raw -289422.828505 + Penalty 1541.664834 = -287881.163671 nChanged 15 SP:Iteration 15Q (9761.181716 sec): 3 clusters Score: Raw -289427.029475 + Penalty 1541.664834 = -287885.364641 nChanged 18 SP:Iteration 16Q (9761.219938 sec): 3 clusters Score: Raw -289432.831316 + Penalty 1541.664834 = -287891.166482 nChanged 16 SP:Iteration 17Q (9761.260191 sec): 3 clusters Score: Raw -289436.803302 + Penalty 1541.664834 = -287895.138468 nChanged 4 SP:Iteration 18Q (9761.314820 sec): 3 clusters Score: Raw -289437.399293 + Penalty 1541.664834 = -287895.734459 nChanged 1 SP:Iteration 19Q (9761.365092 sec): 3 clusters Score: Raw -289437.438151 + Penalty 1541.664834 = -287895.773317 nChanged 0 SP:Iteration 20F (9761.407958 sec): 3 clusters Score: Raw -289437.438151 + Penalty 1541.664834 = -287895.773317 nChanged 0 Trying to split cluster 34 (287517 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9761.686014 sec): 2 clusters Score: Raw -27440198.657786 + Penalty 1194.058540 = -27439004.599245 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9762.084244 sec): 3 clusters Score: Raw -27246262.322516 + Penalty 2388.117081 = -27243874.205435 nChanged 141150 SP:Iteration 1F (9762.459493 sec): 3 clusters Score: Raw -27333901.381019 + Penalty 2388.117081 = -27331513.263939 nChanged 10389 SP:Iteration 2Q (9762.869133 sec): 3 clusters Score: Raw -27336970.739559 + Penalty 2388.117081 = -27334582.622478 nChanged 11304 SP:Iteration 3Q (9763.308316 sec): 3 clusters Score: Raw -27340857.467067 + Penalty 2388.117081 = -27338469.349986 nChanged 12391 SP:Iteration 4Q (9763.736833 sec): 3 clusters Score: Raw -27345865.348737 + Penalty 2388.117081 = -27343477.231656 nChanged 13733 SP:Iteration 5Q (9764.170007 sec): 3 clusters Score: Raw -27352504.843730 + Penalty 2388.117081 = -27350116.726649 nChanged 15302 SP:Iteration 6F (9764.567645 sec): 3 clusters Score: Raw -27361435.584440 + Penalty 2388.117081 = -27359047.467359 nChanged 16604 SP:Iteration 7F (9764.979578 sec): 3 clusters Score: Raw -27372397.226165 + Penalty 2388.117081 = -27370009.109085 nChanged 16429 SP:Iteration 8F (9765.388059 sec): 3 clusters Score: Raw -27383127.219898 + Penalty 2388.117081 = -27380739.102818 nChanged 14107 SP:Iteration 9Q (9765.822190 sec): 3 clusters Score: Raw -27390579.470350 + Penalty 2388.117081 = -27388191.353269 nChanged 10288 SP:Iteration 10Q (9766.250995 sec): 3 clusters Score: Raw -27394373.064521 + Penalty 2388.117081 = -27391984.947440 nChanged 7016 SP:Iteration 11Q (9766.658296 sec): 3 clusters Score: Raw -27396289.956544 + Penalty 2388.117081 = -27393901.839463 nChanged 5084 SP:Iteration 12Q (9767.068621 sec): 3 clusters Score: Raw -27397578.163484 + Penalty 2388.117081 = -27395190.046403 nChanged 4644 SP:Iteration 13Q (9767.488572 sec): 3 clusters Score: Raw -27398871.223365 + Penalty 2388.117081 = -27396483.106284 nChanged 4586 SP:Iteration 14Q (9767.898282 sec): 3 clusters Score: Raw -27400220.042995 + Penalty 2388.117081 = -27397831.925915 nChanged 4761 SP:Iteration 15Q (9768.288337 sec): 3 clusters Score: Raw -27401732.030748 + Penalty 2388.117081 = -27399343.913667 nChanged 4992 SP:Iteration 16Q (9768.671180 sec): 3 clusters Score: Raw -27403386.455800 + Penalty 2388.117081 = -27400998.338719 nChanged 5096 SP:Iteration 17Q (9769.029719 sec): 3 clusters Score: Raw -27405137.868835 + Penalty 2388.117081 = -27402749.751754 nChanged 5270 SP:Iteration 18Q (9769.422507 sec): 3 clusters Score: Raw -27407089.789302 + Penalty 2388.117081 = -27404701.672221 nChanged 5510 SP:Iteration 19Q (9769.809003 sec): 3 clusters Score: Raw -27409259.815733 + Penalty 2388.117081 = -27406871.698652 nChanged 5586 SP:Iteration 20F (9770.224867 sec): 3 clusters Score: Raw -27411570.587765 + Penalty 2388.117081 = -27409182.470684 nChanged 5509 SP:Iteration 21Q (9770.625229 sec): 3 clusters Score: Raw -27413945.807019 + Penalty 2388.117081 = -27411557.689938 nChanged 5532 SP:Iteration 22Q (9771.016425 sec): 3 clusters Score: Raw -27416429.176229 + Penalty 2388.117081 = -27414041.059148 nChanged 5321 SP:Iteration 23Q (9771.393613 sec): 3 clusters Score: Raw -27418890.674334 + Penalty 2388.117081 = -27416502.557253 nChanged 5162 SP:Iteration 24Q (9771.765297 sec): 3 clusters Score: Raw -27421380.330721 + Penalty 2388.117081 = -27418992.213640 nChanged 5004 SP:Iteration 25Q (9772.135292 sec): 3 clusters Score: Raw -27423921.449451 + Penalty 2388.117081 = -27421533.332371 nChanged 4815 SP:Iteration 26Q (9772.495217 sec): 3 clusters Score: Raw -27426485.953326 + Penalty 2388.117081 = -27424097.836245 nChanged 4389 SP:Iteration 27Q (9772.861793 sec): 3 clusters Score: Raw -27428889.850458 + Penalty 2388.117081 = -27426501.733377 nChanged 3860 SP:Iteration 28Q (9773.228971 sec): 3 clusters Score: Raw -27431007.565052 + Penalty 2388.117081 = -27428619.447972 nChanged 3404 SP:Iteration 29Q (9773.557507 sec): 3 clusters Score: Raw -27432924.017205 + Penalty 2388.117081 = -27430535.900124 nChanged 2975 SP:Iteration 30Q (9773.898157 sec): 3 clusters Score: Raw -27434648.338119 + Penalty 2388.117081 = -27432260.221038 nChanged 2470 SP:Iteration 31Q (9774.224818 sec): 3 clusters Score: Raw -27436088.674112 + Penalty 2388.117081 = -27433700.557031 nChanged 2018 SP:Iteration 32Q (9774.547807 sec): 3 clusters Score: Raw -27437254.821452 + Penalty 2388.117081 = -27434866.704371 nChanged 1583 SP:Iteration 33Q (9774.877871 sec): 3 clusters Score: Raw -27438163.924202 + Penalty 2388.117081 = -27435775.807121 nChanged 1230 SP:Iteration 34Q (9775.211668 sec): 3 clusters Score: Raw -27438859.241316 + Penalty 2388.117081 = -27436471.124235 nChanged 912 SP:Iteration 35Q (9775.538206 sec): 3 clusters Score: Raw -27439342.804892 + Penalty 2388.117081 = -27436954.687811 nChanged 649 SP:Iteration 36Q (9775.885496 sec): 3 clusters Score: Raw -27439672.517802 + Penalty 2388.117081 = -27437284.400721 nChanged 412 SP:Iteration 37Q (9776.204754 sec): 3 clusters Score: Raw -27439862.934892 + Penalty 2388.117081 = -27437474.817811 nChanged 300 SP:Iteration 38Q (9776.526887 sec): 3 clusters Score: Raw -27439999.407428 + Penalty 2388.117081 = -27437611.290347 nChanged 222 SP:Iteration 39Q (9776.851522 sec): 3 clusters Score: Raw -27440093.408822 + Penalty 2388.117081 = -27437705.291741 nChanged 166 SP:Iteration 40F (9777.237689 sec): 3 clusters Score: Raw -27440163.406246 + Penalty 2388.117081 = -27437775.289165 nChanged 130 SP:Iteration 41Q (9777.582072 sec): 3 clusters Score: Raw -27440216.511198 + Penalty 2388.117081 = -27437828.394117 nChanged 106 SP:Iteration 42Q (9777.926597 sec): 3 clusters Score: Raw -27440260.347955 + Penalty 2388.117081 = -27437872.230874 nChanged 87 SP:Iteration 43Q (9778.251770 sec): 3 clusters Score: Raw -27440302.498570 + Penalty 2388.117081 = -27437914.381489 nChanged 72 SP:Iteration 44Q (9778.577978 sec): 3 clusters Score: Raw -27440343.249100 + Penalty 2388.117081 = -27437955.132019 nChanged 49 SP:Iteration 45Q (9778.896250 sec): 3 clusters Score: Raw -27440365.621789 + Penalty 2388.117081 = -27437977.504708 nChanged 33 SP:Iteration 46Q (9779.209883 sec): 3 clusters Score: Raw -27440380.155290 + Penalty 2388.117081 = -27437992.038209 nChanged 27 SP:Iteration 47Q (9779.517448 sec): 3 clusters Score: Raw -27440392.284632 + Penalty 2388.117081 = -27438004.167551 nChanged 32 SP:Iteration 48Q (9779.835368 sec): 3 clusters Score: Raw -27440407.370484 + Penalty 2388.117081 = -27438019.253403 nChanged 22 SP:Iteration 49Q (9780.177774 sec): 3 clusters Score: Raw -27440418.195846 + Penalty 2388.117081 = -27438030.078766 nChanged 14 SP:Iteration 50Q (9780.508952 sec): 3 clusters Score: Raw -27440422.932773 + Penalty 2388.117081 = -27438034.815692 nChanged 14 SP:Iteration 51Q (9780.825724 sec): 3 clusters Score: Raw -27440428.896495 + Penalty 2388.117081 = -27438040.779414 nChanged 13 SP:Iteration 52Q (9781.163437 sec): 3 clusters Score: Raw -27440434.960787 + Penalty 2388.117081 = -27438046.843706 nChanged 9 SP:Iteration 53Q (9781.500141 sec): 3 clusters Score: Raw -27440440.117617 + Penalty 2388.117081 = -27438052.000536 nChanged 9 SP:Iteration 54Q (9781.827523 sec): 3 clusters Score: Raw -27440443.014354 + Penalty 2388.117081 = -27438054.897273 nChanged 5 SP:Iteration 55Q (9782.160030 sec): 3 clusters Score: Raw -27440444.818550 + Penalty 2388.117081 = -27438056.701469 nChanged 1 SP:Iteration 56Q (9782.498045 sec): 3 clusters Score: Raw -27440445.041435 + Penalty 2388.117081 = -27438056.924354 nChanged 0 SP:Iteration 57F (9782.908774 sec): 3 clusters Score: Raw -27440445.041435 + Penalty 2388.117081 = -27438056.924354 nChanged 0 Trying to split cluster 35 (2719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9782.954802 sec): 2 clusters Score: Raw -216729.266010 + Penalty 751.261847 = -215978.004163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9783.006635 sec): 3 clusters Score: Raw -215325.800246 + Penalty 1502.523694 = -213823.276551 nChanged 1127 SP:Iteration 1F (9783.048367 sec): 3 clusters Score: Raw -216095.122276 + Penalty 1502.523694 = -214592.598582 nChanged 294 SP:Iteration 2F (9783.100223 sec): 3 clusters Score: Raw -216445.933309 + Penalty 1502.523694 = -214943.409615 nChanged 246 SP:Iteration 3F (9783.145859 sec): 3 clusters Score: Raw -216718.574571 + Penalty 1502.523694 = -215216.050876 nChanged 187 SP:Iteration 4F (9783.198054 sec): 3 clusters Score: Raw -216917.830925 + Penalty 1502.523694 = -215415.307230 nChanged 134 SP:Iteration 5Q (9783.245420 sec): 3 clusters Score: Raw -217027.847987 + Penalty 1502.523694 = -215525.324293 nChanged 72 SP:Iteration 6Q (9783.293248 sec): 3 clusters Score: Raw -217093.835910 + Penalty 1502.523694 = -215591.312216 nChanged 43 SP:Iteration 7Q (9783.335996 sec): 3 clusters Score: Raw -217131.066155 + Penalty 1502.523694 = -215628.542461 nChanged 43 SP:Iteration 8Q (9783.396207 sec): 3 clusters Score: Raw -217163.068765 + Penalty 1502.523694 = -215660.545071 nChanged 30 SP:Iteration 9Q (9783.448503 sec): 3 clusters Score: Raw -217177.226595 + Penalty 1502.523694 = -215674.702901 nChanged 17 SP:Iteration 10Q (9783.501001 sec): 3 clusters Score: Raw -217186.041127 + Penalty 1502.523694 = -215683.517432 nChanged 13 SP:Iteration 11Q (9783.532697 sec): 3 clusters Score: Raw -217192.803544 + Penalty 1502.523694 = -215690.279850 nChanged 10 SP:Iteration 12Q (9783.587886 sec): 3 clusters Score: Raw -217197.962993 + Penalty 1502.523694 = -215695.439298 nChanged 11 SP:Iteration 13Q (9783.640307 sec): 3 clusters Score: Raw -217203.221481 + Penalty 1502.523694 = -215700.697786 nChanged 15 SP:Iteration 14Q (9783.683044 sec): 3 clusters Score: Raw -217214.717303 + Penalty 1502.523694 = -215712.193609 nChanged 19 SP:Iteration 15Q (9783.725339 sec): 3 clusters Score: Raw -217227.052171 + Penalty 1502.523694 = -215724.528476 nChanged 14 SP:Iteration 16Q (9783.767105 sec): 3 clusters Score: Raw -217234.404070 + Penalty 1502.523694 = -215731.880375 nChanged 16 SP:Iteration 17Q (9783.816817 sec): 3 clusters Score: Raw -217243.945635 + Penalty 1502.523694 = -215741.421941 nChanged 14 SP:Iteration 18Q (9783.878585 sec): 3 clusters Score: Raw -217250.376392 + Penalty 1502.523694 = -215747.852698 nChanged 13 SP:Iteration 19Q (9783.911510 sec): 3 clusters Score: Raw -217257.238677 + Penalty 1502.523694 = -215754.714982 nChanged 13 SP:Iteration 20F (9783.963655 sec): 3 clusters Score: Raw -217261.628408 + Penalty 1502.523694 = -215759.104713 nChanged 5 SP:Iteration 21Q (9784.010350 sec): 3 clusters Score: Raw -217262.860917 + Penalty 1502.523694 = -215760.337223 nChanged 4 SP:Iteration 22Q (9784.052272 sec): 3 clusters Score: Raw -217264.655763 + Penalty 1502.523694 = -215762.132068 nChanged 4 SP:Iteration 23Q (9784.105146 sec): 3 clusters Score: Raw -217266.215273 + Penalty 1502.523694 = -215763.691578 nChanged 2 SP:Iteration 24Q (9784.156325 sec): 3 clusters Score: Raw -217266.624553 + Penalty 1502.523694 = -215764.100859 nChanged 0 SP:Iteration 25F (9784.208204 sec): 3 clusters Score: Raw -217266.624553 + Penalty 1502.523694 = -215764.100859 nChanged 0 Trying to split cluster 36 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9784.235103 sec): 2 clusters Score: Raw -164816.617894 + Penalty 715.954574 = -164100.663320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9784.286074 sec): 3 clusters Score: Raw -163885.842331 + Penalty 1431.909148 = -162453.933182 nChanged 742 SP:Iteration 1F (9784.332421 sec): 3 clusters Score: Raw -164296.190776 + Penalty 1431.909148 = -162864.281628 nChanged 138 SP:Iteration 2F (9784.377949 sec): 3 clusters Score: Raw -164380.353647 + Penalty 1431.909148 = -162948.444499 nChanged 89 SP:Iteration 3Q (9784.428595 sec): 3 clusters Score: Raw -164427.473846 + Penalty 1431.909148 = -162995.564698 nChanged 76 SP:Iteration 4Q (9784.474826 sec): 3 clusters Score: Raw -164484.039709 + Penalty 1431.909148 = -163052.130561 nChanged 73 SP:Iteration 5Q (9784.525434 sec): 3 clusters Score: Raw -164537.905054 + Penalty 1431.909148 = -163105.995906 nChanged 83 SP:Iteration 6Q (9784.576097 sec): 3 clusters Score: Raw -164603.416725 + Penalty 1431.909148 = -163171.507577 nChanged 87 SP:Iteration 7Q (9784.626763 sec): 3 clusters Score: Raw -164670.707405 + Penalty 1431.909148 = -163238.798256 nChanged 82 SP:Iteration 8Q (9784.670303 sec): 3 clusters Score: Raw -164729.972872 + Penalty 1431.909148 = -163298.063723 nChanged 70 SP:Iteration 9Q (9784.720965 sec): 3 clusters Score: Raw -164789.088892 + Penalty 1431.909148 = -163357.179744 nChanged 73 SP:Iteration 10Q (9784.772624 sec): 3 clusters Score: Raw -164847.867703 + Penalty 1431.909148 = -163415.958554 nChanged 48 SP:Iteration 11Q (9784.833337 sec): 3 clusters Score: Raw -164899.595937 + Penalty 1431.909148 = -163467.686789 nChanged 45 SP:Iteration 12Q (9784.871800 sec): 3 clusters Score: Raw -164942.242326 + Penalty 1431.909148 = -163510.333177 nChanged 34 SP:Iteration 13Q (9784.919316 sec): 3 clusters Score: Raw -164972.538346 + Penalty 1431.909148 = -163540.629198 nChanged 33 SP:Iteration 14Q (9784.970171 sec): 3 clusters Score: Raw -165003.354150 + Penalty 1431.909148 = -163571.445001 nChanged 20 SP:Iteration 15Q (9785.010643 sec): 3 clusters Score: Raw -165017.659010 + Penalty 1431.909148 = -163585.749861 nChanged 18 SP:Iteration 16Q (9785.061661 sec): 3 clusters Score: Raw -165029.972196 + Penalty 1431.909148 = -163598.063047 nChanged 6 SP:Iteration 17Q (9785.113969 sec): 3 clusters Score: Raw -165032.583340 + Penalty 1431.909148 = -163600.674191 nChanged 3 SP:Iteration 18Q (9785.172617 sec): 3 clusters Score: Raw -165033.764034 + Penalty 1431.909148 = -163601.854885 nChanged 2 SP:Iteration 19Q (9785.213433 sec): 3 clusters Score: Raw -165034.768107 + Penalty 1431.909148 = -163602.858958 nChanged 0 SP:Iteration 20F (9785.265228 sec): 3 clusters Score: Raw -165034.768107 + Penalty 1431.909148 = -163602.858958 nChanged 0 Trying to split cluster 37 (681 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9785.279574 sec): 2 clusters Score: Raw -69345.930355 + Penalty 619.738419 = -68726.191936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9785.329606 sec): 3 clusters Score: Raw -69116.311949 + Penalty 1239.476838 = -67876.835111 nChanged 211 SP:Iteration 1F (9785.378734 sec): 3 clusters Score: Raw -69292.214330 + Penalty 1239.476838 = -68052.737491 nChanged 40 SP:Iteration 2F (9785.428002 sec): 3 clusters Score: Raw -69322.816539 + Penalty 1239.476838 = -68083.339701 nChanged 28 SP:Iteration 3Q (9785.477193 sec): 3 clusters Score: Raw -69353.516835 + Penalty 1239.476838 = -68114.039997 nChanged 23 SP:Iteration 4Q (9785.526353 sec): 3 clusters Score: Raw -69379.260378 + Penalty 1239.476838 = -68139.783540 nChanged 15 SP:Iteration 5Q (9785.567902 sec): 3 clusters Score: Raw -69393.756228 + Penalty 1239.476838 = -68154.279390 nChanged 6 SP:Iteration 6Q (9785.629180 sec): 3 clusters Score: Raw -69398.864176 + Penalty 1239.476838 = -68159.387338 nChanged 6 SP:Iteration 7Q (9785.666662 sec): 3 clusters Score: Raw -69402.909242 + Penalty 1239.476838 = -68163.432403 nChanged 5 SP:Iteration 8Q (9785.715810 sec): 3 clusters Score: Raw -69407.504555 + Penalty 1239.476838 = -68168.027717 nChanged 5 SP:Iteration 9Q (9785.764993 sec): 3 clusters Score: Raw -69413.047231 + Penalty 1239.476838 = -68173.570393 nChanged 5 SP:Iteration 10Q (9785.814276 sec): 3 clusters Score: Raw -69416.155286 + Penalty 1239.476838 = -68176.678448 nChanged 3 SP:Iteration 11Q (9785.864862 sec): 3 clusters Score: Raw -69419.283366 + Penalty 1239.476838 = -68179.806528 nChanged 1 SP:Iteration 12Q (9785.916307 sec): 3 clusters Score: Raw -69419.651178 + Penalty 1239.476838 = -68180.174340 nChanged 0 SP:Iteration 13F (9785.947110 sec): 3 clusters Score: Raw -69419.651178 + Penalty 1239.476838 = -68180.174340 nChanged 0 Trying to split cluster 38 (2326 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9785.986833 sec): 2 clusters Score: Raw -224625.618399 + Penalty 736.431007 = -223889.187392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9786.034075 sec): 3 clusters Score: Raw -223468.679477 + Penalty 1472.862013 = -221995.817464 nChanged 914 SP:Iteration 1F (9786.073553 sec): 3 clusters Score: Raw -224028.037976 + Penalty 1472.862013 = -222555.175963 nChanged 167 SP:Iteration 2F (9786.124295 sec): 3 clusters Score: Raw -224154.052263 + Penalty 1472.862013 = -222681.190249 nChanged 140 SP:Iteration 3F (9786.186276 sec): 3 clusters Score: Raw -224256.335679 + Penalty 1472.862013 = -222783.473665 nChanged 122 SP:Iteration 4F (9786.226496 sec): 3 clusters Score: Raw -224328.330822 + Penalty 1472.862013 = -222855.468808 nChanged 102 SP:Iteration 5Q (9786.277023 sec): 3 clusters Score: Raw -224399.192411 + Penalty 1472.862013 = -222926.330398 nChanged 104 SP:Iteration 6Q (9786.327812 sec): 3 clusters Score: Raw -224476.233864 + Penalty 1472.862013 = -223003.371851 nChanged 90 SP:Iteration 7Q (9786.376156 sec): 3 clusters Score: Raw -224536.362221 + Penalty 1472.862013 = -223063.500207 nChanged 75 SP:Iteration 8Q (9786.427046 sec): 3 clusters Score: Raw -224582.773223 + Penalty 1472.862013 = -223109.911210 nChanged 66 SP:Iteration 9Q (9786.477744 sec): 3 clusters Score: Raw -224625.850965 + Penalty 1472.862013 = -223152.988952 nChanged 57 SP:Iteration 10Q (9786.518177 sec): 3 clusters Score: Raw -224647.660234 + Penalty 1472.862013 = -223174.798221 nChanged 28 SP:Iteration 11Q (9786.568909 sec): 3 clusters Score: Raw -224656.540677 + Penalty 1472.862013 = -223183.678664 nChanged 17 SP:Iteration 12Q (9786.615395 sec): 3 clusters Score: Raw -224662.246797 + Penalty 1472.862013 = -223189.384784 nChanged 17 SP:Iteration 13Q (9786.667115 sec): 3 clusters Score: Raw -224666.489240 + Penalty 1472.862013 = -223193.627226 nChanged 12 SP:Iteration 14Q (9786.708640 sec): 3 clusters Score: Raw -224669.546857 + Penalty 1472.862013 = -223196.684844 nChanged 12 SP:Iteration 15Q (9786.760325 sec): 3 clusters Score: Raw -224673.602209 + Penalty 1472.862013 = -223200.740196 nChanged 8 SP:Iteration 16Q (9786.812095 sec): 3 clusters Score: Raw -224676.041913 + Penalty 1472.862013 = -223203.179900 nChanged 11 SP:Iteration 17Q (9786.864134 sec): 3 clusters Score: Raw -224678.562850 + Penalty 1472.862013 = -223205.700837 nChanged 7 SP:Iteration 18Q (9786.903511 sec): 3 clusters Score: Raw -224679.961296 + Penalty 1472.862013 = -223207.099283 nChanged 4 SP:Iteration 19Q (9786.912430 sec): 3 clusters Score: Raw -224680.712340 + Penalty 1472.862013 = -223207.850327 nChanged 2 SP:Iteration 20F (9786.921006 sec): 3 clusters Score: Raw -224681.376208 + Penalty 1472.862013 = -223208.514195 nChanged 3 SP:Iteration 21Q (9786.929462 sec): 3 clusters Score: Raw -224681.900216 + Penalty 1472.862013 = -223209.038202 nChanged 6 SP:Iteration 22Q (9786.937961 sec): 3 clusters Score: Raw -224683.647622 + Penalty 1472.862013 = -223210.785609 nChanged 3 SP:Iteration 23Q (9786.946532 sec): 3 clusters Score: Raw -224685.861052 + Penalty 1472.862013 = -223212.999038 nChanged 6 SP:Iteration 24Q (9786.955074 sec): 3 clusters Score: Raw -224687.372476 + Penalty 1472.862013 = -223214.510462 nChanged 5 SP:Iteration 25Q (9786.963601 sec): 3 clusters Score: Raw -224688.399322 + Penalty 1472.862013 = -223215.537309 nChanged 3 SP:Iteration 26Q (9786.972148 sec): 3 clusters Score: Raw -224688.894790 + Penalty 1472.862013 = -223216.032777 nChanged 1 SP:Iteration 27Q (9786.980578 sec): 3 clusters Score: Raw -224689.228178 + Penalty 1472.862013 = -223216.366165 nChanged 2 SP:Iteration 28Q (9786.989084 sec): 3 clusters Score: Raw -224689.786845 + Penalty 1472.862013 = -223216.924832 nChanged 5 SP:Iteration 29Q (9786.997676 sec): 3 clusters Score: Raw -224691.164565 + Penalty 1472.862013 = -223218.302552 nChanged 2 SP:Iteration 30Q (9787.042119 sec): 3 clusters Score: Raw -224691.543589 + Penalty 1472.862013 = -223218.681576 nChanged 0 SP:Iteration 31F (9787.093268 sec): 3 clusters Score: Raw -224691.543589 + Penalty 1472.862013 = -223218.681576 nChanged 0 Trying to split cluster 39 (10231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9787.140092 sec): 2 clusters Score: Raw -981231.979773 + Penalty 877.151873 = -980354.827901 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9787.190129 sec): 3 clusters Score: Raw -975162.615858 + Penalty 1754.303745 = -973408.312112 nChanged 4549 SP:Iteration 1F (9787.250430 sec): 3 clusters Score: Raw -977644.041087 + Penalty 1754.303745 = -975889.737342 nChanged 513 SP:Iteration 2F (9787.310598 sec): 3 clusters Score: Raw -977838.544140 + Penalty 1754.303745 = -976084.240395 nChanged 483 SP:Iteration 3Q (9787.370834 sec): 3 clusters Score: Raw -978035.171882 + Penalty 1754.303745 = -976280.868137 nChanged 524 SP:Iteration 4F (9787.424286 sec): 3 clusters Score: Raw -978291.991613 + Penalty 1754.303745 = -976537.687868 nChanged 563 SP:Iteration 5F (9787.485661 sec): 3 clusters Score: Raw -978592.908739 + Penalty 1754.303745 = -976838.604994 nChanged 563 SP:Iteration 6F (9787.546793 sec): 3 clusters Score: Raw -978917.102460 + Penalty 1754.303745 = -977162.798714 nChanged 555 SP:Iteration 7F (9787.606989 sec): 3 clusters Score: Raw -979260.603549 + Penalty 1754.303745 = -977506.299804 nChanged 526 SP:Iteration 8F (9787.663555 sec): 3 clusters Score: Raw -979601.896803 + Penalty 1754.303745 = -977847.593058 nChanged 464 SP:Iteration 9Q (9787.721881 sec): 3 clusters Score: Raw -979895.077707 + Penalty 1754.303745 = -978140.773962 nChanged 367 SP:Iteration 10Q (9787.787681 sec): 3 clusters Score: Raw -980104.755738 + Penalty 1754.303745 = -978350.451993 nChanged 299 SP:Iteration 11Q (9787.843760 sec): 3 clusters Score: Raw -980290.318115 + Penalty 1754.303745 = -978536.014370 nChanged 238 SP:Iteration 12Q (9787.896671 sec): 3 clusters Score: Raw -980437.897943 + Penalty 1754.303745 = -978683.594198 nChanged 189 SP:Iteration 13Q (9787.956061 sec): 3 clusters Score: Raw -980541.521935 + Penalty 1754.303745 = -978787.218190 nChanged 159 SP:Iteration 14Q (9788.013065 sec): 3 clusters Score: Raw -980623.491451 + Penalty 1754.303745 = -978869.187706 nChanged 126 SP:Iteration 15Q (9788.078496 sec): 3 clusters Score: Raw -980675.091954 + Penalty 1754.303745 = -978920.788209 nChanged 117 SP:Iteration 16Q (9788.140206 sec): 3 clusters Score: Raw -980724.132261 + Penalty 1754.303745 = -978969.828516 nChanged 92 SP:Iteration 17Q (9788.194417 sec): 3 clusters Score: Raw -980759.584668 + Penalty 1754.303745 = -979005.280923 nChanged 80 SP:Iteration 18Q (9788.245994 sec): 3 clusters Score: Raw -980792.466677 + Penalty 1754.303745 = -979038.162932 nChanged 82 SP:Iteration 19Q (9788.301697 sec): 3 clusters Score: Raw -980825.679819 + Penalty 1754.303745 = -979071.376074 nChanged 69 SP:Iteration 20F (9788.359988 sec): 3 clusters Score: Raw -980853.670994 + Penalty 1754.303745 = -979099.367249 nChanged 76 SP:Iteration 21Q (9788.416748 sec): 3 clusters Score: Raw -980886.046973 + Penalty 1754.303745 = -979131.743228 nChanged 55 SP:Iteration 22Q (9788.476227 sec): 3 clusters Score: Raw -980908.753545 + Penalty 1754.303745 = -979154.449800 nChanged 67 SP:Iteration 23Q (9788.523956 sec): 3 clusters Score: Raw -980942.944959 + Penalty 1754.303745 = -979188.641214 nChanged 72 SP:Iteration 24Q (9788.581091 sec): 3 clusters Score: Raw -980979.116036 + Penalty 1754.303745 = -979224.812291 nChanged 75 SP:Iteration 25Q (9788.633489 sec): 3 clusters Score: Raw -981015.071584 + Penalty 1754.303745 = -979260.767839 nChanged 62 SP:Iteration 26Q (9788.685635 sec): 3 clusters Score: Raw -981041.952134 + Penalty 1754.303745 = -979287.648389 nChanged 57 SP:Iteration 27Q (9788.751144 sec): 3 clusters Score: Raw -981070.391761 + Penalty 1754.303745 = -979316.088016 nChanged 62 SP:Iteration 28Q (9788.797582 sec): 3 clusters Score: Raw -981104.162036 + Penalty 1754.303745 = -979349.858291 nChanged 50 SP:Iteration 29Q (9788.862047 sec): 3 clusters Score: Raw -981133.607935 + Penalty 1754.303745 = -979379.304190 nChanged 48 SP:Iteration 30Q (9788.914679 sec): 3 clusters Score: Raw -981162.958523 + Penalty 1754.303745 = -979408.654777 nChanged 40 SP:Iteration 31Q (9788.962954 sec): 3 clusters Score: Raw -981181.967635 + Penalty 1754.303745 = -979427.663890 nChanged 26 SP:Iteration 32Q (9789.007776 sec): 3 clusters Score: Raw -981195.475096 + Penalty 1754.303745 = -979441.171351 nChanged 30 SP:Iteration 33Q (9789.056194 sec): 3 clusters Score: Raw -981208.868416 + Penalty 1754.303745 = -979454.564671 nChanged 30 SP:Iteration 34Q (9789.108133 sec): 3 clusters Score: Raw -981222.578960 + Penalty 1754.303745 = -979468.275214 nChanged 21 SP:Iteration 35Q (9789.166821 sec): 3 clusters Score: Raw -981232.736919 + Penalty 1754.303745 = -979478.433174 nChanged 30 SP:Iteration 36Q (9789.219112 sec): 3 clusters Score: Raw -981251.201048 + Penalty 1754.303745 = -979496.897302 nChanged 23 SP:Iteration 37Q (9789.277765 sec): 3 clusters Score: Raw -981261.513525 + Penalty 1754.303745 = -979507.209780 nChanged 18 SP:Iteration 38Q (9789.334653 sec): 3 clusters Score: Raw -981267.889334 + Penalty 1754.303745 = -979513.585589 nChanged 12 SP:Iteration 39Q (9789.385670 sec): 3 clusters Score: Raw -981274.624856 + Penalty 1754.303745 = -979520.321111 nChanged 11 SP:Iteration 40F (9789.436708 sec): 3 clusters Score: Raw -981279.830991 + Penalty 1754.303745 = -979525.527245 nChanged 11 SP:Iteration 41Q (9789.490154 sec): 3 clusters Score: Raw -981283.275534 + Penalty 1754.303745 = -979528.971789 nChanged 8 SP:Iteration 42Q (9789.556180 sec): 3 clusters Score: Raw -981285.217245 + Penalty 1754.303745 = -979530.913499 nChanged 9 SP:Iteration 43Q (9789.615363 sec): 3 clusters Score: Raw -981286.811351 + Penalty 1754.303745 = -979532.507606 nChanged 3 SP:Iteration 44Q (9789.674299 sec): 3 clusters Score: Raw -981287.990043 + Penalty 1754.303745 = -979533.686298 nChanged 3 SP:Iteration 45Q (9789.732195 sec): 3 clusters Score: Raw -981289.686615 + Penalty 1754.303745 = -979535.382870 nChanged 6 SP:Iteration 46Q (9789.777125 sec): 3 clusters Score: Raw -981291.657088 + Penalty 1754.303745 = -979537.353343 nChanged 5 SP:Iteration 47Q (9789.841042 sec): 3 clusters Score: Raw -981293.444458 + Penalty 1754.303745 = -979539.140713 nChanged 4 SP:Iteration 48Q (9789.888192 sec): 3 clusters Score: Raw -981294.028082 + Penalty 1754.303745 = -979539.724337 nChanged 1 SP:Iteration 49Q (9789.954239 sec): 3 clusters Score: Raw -981294.351386 + Penalty 1754.303745 = -979540.047640 nChanged 2 SP:Iteration 50Q (9790.003564 sec): 3 clusters Score: Raw -981295.167984 + Penalty 1754.303745 = -979540.864239 nChanged 3 SP:Iteration 51Q (9790.049593 sec): 3 clusters Score: Raw -981295.908618 + Penalty 1754.303745 = -979541.604873 nChanged 4 SP:Iteration 52Q (9790.115604 sec): 3 clusters Score: Raw -981296.892238 + Penalty 1754.303745 = -979542.588493 nChanged 1 SP:Iteration 53Q (9790.172576 sec): 3 clusters Score: Raw -981296.982855 + Penalty 1754.303745 = -979542.679110 nChanged 0 SP:Iteration 54F (9790.225866 sec): 3 clusters Score: Raw -981296.982855 + Penalty 1754.303745 = -979542.679110 nChanged 0 Trying to split cluster 40 (4165 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9790.257818 sec): 2 clusters Score: Raw -400116.991114 + Penalty 791.774798 = -399325.216317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9790.310800 sec): 3 clusters Score: Raw -397849.917022 + Penalty 1583.549595 = -396266.367426 nChanged 1769 SP:Iteration 1F (9790.364411 sec): 3 clusters Score: Raw -398810.891596 + Penalty 1583.549595 = -397227.342001 nChanged 281 SP:Iteration 2F (9790.406429 sec): 3 clusters Score: Raw -398962.884102 + Penalty 1583.549595 = -397379.334507 nChanged 223 SP:Iteration 3F (9790.459246 sec): 3 clusters Score: Raw -399078.537762 + Penalty 1583.549595 = -397494.988166 nChanged 196 SP:Iteration 4Q (9790.513578 sec): 3 clusters Score: Raw -399183.697305 + Penalty 1583.549595 = -397600.147710 nChanged 174 SP:Iteration 5Q (9790.564596 sec): 3 clusters Score: Raw -399294.553819 + Penalty 1583.549595 = -397711.004224 nChanged 174 SP:Iteration 6Q (9790.607691 sec): 3 clusters Score: Raw -399422.458599 + Penalty 1583.549595 = -397838.909004 nChanged 187 SP:Iteration 7Q (9790.657932 sec): 3 clusters Score: Raw -399560.897231 + Penalty 1583.549595 = -397977.347635 nChanged 186 SP:Iteration 8Q (9790.712048 sec): 3 clusters Score: Raw -399699.592333 + Penalty 1583.549595 = -398116.042738 nChanged 165 SP:Iteration 9Q (9790.760523 sec): 3 clusters Score: Raw -399827.533113 + Penalty 1583.549595 = -398243.983517 nChanged 163 SP:Iteration 10Q (9790.811268 sec): 3 clusters Score: Raw -399942.798703 + Penalty 1583.549595 = -398359.249107 nChanged 119 SP:Iteration 11Q (9790.852630 sec): 3 clusters Score: Raw -400023.490391 + Penalty 1583.549595 = -398439.940795 nChanged 103 SP:Iteration 12Q (9790.867826 sec): 3 clusters Score: Raw -400081.184229 + Penalty 1583.549595 = -398497.634634 nChanged 76 SP:Iteration 13Q (9790.882543 sec): 3 clusters Score: Raw -400114.822340 + Penalty 1583.549595 = -398531.272745 nChanged 55 SP:Iteration 14Q (9790.897103 sec): 3 clusters Score: Raw -400134.993967 + Penalty 1583.549595 = -398551.444371 nChanged 37 SP:Iteration 15Q (9790.911809 sec): 3 clusters Score: Raw -400148.992486 + Penalty 1583.549595 = -398565.442891 nChanged 41 SP:Iteration 16Q (9790.926467 sec): 3 clusters Score: Raw -400163.913617 + Penalty 1583.549595 = -398580.364021 nChanged 34 SP:Iteration 17Q (9790.966975 sec): 3 clusters Score: Raw -400177.706269 + Penalty 1583.549595 = -398594.156673 nChanged 36 SP:Iteration 18Q (9791.025646 sec): 3 clusters Score: Raw -400191.619728 + Penalty 1583.549595 = -398608.070132 nChanged 28 SP:Iteration 19Q (9791.070637 sec): 3 clusters Score: Raw -400202.551072 + Penalty 1583.549595 = -398619.001476 nChanged 30 SP:Iteration 20F (9791.128263 sec): 3 clusters Score: Raw -400217.005089 + Penalty 1583.549595 = -398633.455493 nChanged 28 SP:Iteration 21Q (9791.180383 sec): 3 clusters Score: Raw -400231.255457 + Penalty 1583.549595 = -398647.705861 nChanged 36 SP:Iteration 22Q (9791.229316 sec): 3 clusters Score: Raw -400245.630858 + Penalty 1583.549595 = -398662.081263 nChanged 30 SP:Iteration 23Q (9791.270641 sec): 3 clusters Score: Raw -400260.065636 + Penalty 1583.549595 = -398676.516040 nChanged 39 SP:Iteration 24Q (9791.329708 sec): 3 clusters Score: Raw -400277.813037 + Penalty 1583.549595 = -398694.263442 nChanged 26 SP:Iteration 25Q (9791.373989 sec): 3 clusters Score: Raw -400288.152752 + Penalty 1583.549595 = -398704.603157 nChanged 26 SP:Iteration 26Q (9791.426190 sec): 3 clusters Score: Raw -400295.796251 + Penalty 1583.549595 = -398712.246656 nChanged 15 SP:Iteration 27Q (9791.475095 sec): 3 clusters Score: Raw -400301.446258 + Penalty 1583.549595 = -398717.896663 nChanged 14 SP:Iteration 28Q (9791.522529 sec): 3 clusters Score: Raw -400306.723367 + Penalty 1583.549595 = -398723.173772 nChanged 15 SP:Iteration 29Q (9791.574904 sec): 3 clusters Score: Raw -400313.871908 + Penalty 1583.549595 = -398730.322312 nChanged 18 SP:Iteration 30Q (9791.626801 sec): 3 clusters Score: Raw -400321.186187 + Penalty 1583.549595 = -398737.636592 nChanged 20 SP:Iteration 31Q (9791.676319 sec): 3 clusters Score: Raw -400328.072844 + Penalty 1583.549595 = -398744.523249 nChanged 14 SP:Iteration 32Q (9791.721756 sec): 3 clusters Score: Raw -400332.684431 + Penalty 1583.549595 = -398749.134835 nChanged 10 SP:Iteration 33Q (9791.776916 sec): 3 clusters Score: Raw -400335.237581 + Penalty 1583.549595 = -398751.687986 nChanged 5 SP:Iteration 34Q (9791.823912 sec): 3 clusters Score: Raw -400336.832540 + Penalty 1583.549595 = -398753.282944 nChanged 8 SP:Iteration 35Q (9791.877444 sec): 3 clusters Score: Raw -400339.328963 + Penalty 1583.549595 = -398755.779368 nChanged 4 SP:Iteration 36Q (9791.925770 sec): 3 clusters Score: Raw -400340.406261 + Penalty 1583.549595 = -398756.856666 nChanged 3 SP:Iteration 37Q (9791.961320 sec): 3 clusters Score: Raw -400340.853781 + Penalty 1583.549595 = -398757.304185 nChanged 4 SP:Iteration 38Q (9792.005723 sec): 3 clusters Score: Raw -400341.378498 + Penalty 1583.549595 = -398757.828902 nChanged 1 SP:Iteration 39Q (9792.058307 sec): 3 clusters Score: Raw -400341.414749 + Penalty 1583.549595 = -398757.865154 nChanged 0 SP:Iteration 40F (9792.097189 sec): 3 clusters Score: Raw -400341.414749 + Penalty 1583.549595 = -398757.865154 nChanged 0 Trying to split cluster 41 (7086 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9792.134201 sec): 2 clusters Score: Raw -672202.530720 + Penalty 842.258247 = -671360.272473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9792.178936 sec): 3 clusters Score: Raw -668074.004270 + Penalty 1684.516494 = -666389.487776 nChanged 3106 SP:Iteration 1F (9792.235795 sec): 3 clusters Score: Raw -669906.420319 + Penalty 1684.516494 = -668221.903825 nChanged 500 SP:Iteration 2F (9792.292300 sec): 3 clusters Score: Raw -670179.504407 + Penalty 1684.516494 = -668494.987913 nChanged 423 SP:Iteration 3F (9792.349336 sec): 3 clusters Score: Raw -670425.047979 + Penalty 1684.516494 = -668740.531485 nChanged 403 SP:Iteration 4F (9792.405215 sec): 3 clusters Score: Raw -670621.162854 + Penalty 1684.516494 = -668936.646360 nChanged 326 SP:Iteration 5Q (9792.463211 sec): 3 clusters Score: Raw -670753.591640 + Penalty 1684.516494 = -669069.075146 nChanged 251 SP:Iteration 6Q (9792.514769 sec): 3 clusters Score: Raw -670864.243528 + Penalty 1684.516494 = -669179.727033 nChanged 248 SP:Iteration 7Q (9792.567411 sec): 3 clusters Score: Raw -670963.539941 + Penalty 1684.516494 = -669279.023446 nChanged 212 SP:Iteration 8Q (9792.624516 sec): 3 clusters Score: Raw -671060.289086 + Penalty 1684.516494 = -669375.772591 nChanged 220 SP:Iteration 9Q (9792.674804 sec): 3 clusters Score: Raw -671153.347985 + Penalty 1684.516494 = -669468.831490 nChanged 201 SP:Iteration 10Q (9792.732804 sec): 3 clusters Score: Raw -671256.572120 + Penalty 1684.516494 = -669572.055626 nChanged 193 SP:Iteration 11Q (9792.789627 sec): 3 clusters Score: Raw -671355.378723 + Penalty 1684.516494 = -669670.862229 nChanged 223 SP:Iteration 12Q (9792.846182 sec): 3 clusters Score: Raw -671494.385604 + Penalty 1684.516494 = -669809.869110 nChanged 224 SP:Iteration 13Q (9792.894094 sec): 3 clusters Score: Raw -671602.339718 + Penalty 1684.516494 = -669917.823224 nChanged 185 SP:Iteration 14Q (9792.950921 sec): 3 clusters Score: Raw -671659.754890 + Penalty 1684.516494 = -669975.238395 nChanged 127 SP:Iteration 15Q (9793.006950 sec): 3 clusters Score: Raw -671695.591972 + Penalty 1684.516494 = -670011.075478 nChanged 105 SP:Iteration 16Q (9793.061829 sec): 3 clusters Score: Raw -671727.075138 + Penalty 1684.516494 = -670042.558643 nChanged 81 SP:Iteration 17Q (9793.114270 sec): 3 clusters Score: Raw -671745.706487 + Penalty 1684.516494 = -670061.189993 nChanged 55 SP:Iteration 18Q (9793.170806 sec): 3 clusters Score: Raw -671754.103940 + Penalty 1684.516494 = -670069.587446 nChanged 37 SP:Iteration 19Q (9793.220988 sec): 3 clusters Score: Raw -671759.416751 + Penalty 1684.516494 = -670074.900257 nChanged 32 SP:Iteration 20F (9793.276657 sec): 3 clusters Score: Raw -671764.694770 + Penalty 1684.516494 = -670080.178276 nChanged 26 SP:Iteration 21Q (9793.336094 sec): 3 clusters Score: Raw -671768.570158 + Penalty 1684.516494 = -670084.053664 nChanged 20 SP:Iteration 22Q (9793.402882 sec): 3 clusters Score: Raw -671771.413959 + Penalty 1684.516494 = -670086.897465 nChanged 25 SP:Iteration 23Q (9793.444569 sec): 3 clusters Score: Raw -671775.572629 + Penalty 1684.516494 = -670091.056135 nChanged 28 SP:Iteration 24Q (9793.501407 sec): 3 clusters Score: Raw -671780.093735 + Penalty 1684.516494 = -670095.577241 nChanged 33 SP:Iteration 25Q (9793.556584 sec): 3 clusters Score: Raw -671785.940972 + Penalty 1684.516494 = -670101.424478 nChanged 36 SP:Iteration 26Q (9793.623818 sec): 3 clusters Score: Raw -671792.896804 + Penalty 1684.516494 = -670108.380310 nChanged 30 SP:Iteration 27Q (9793.668493 sec): 3 clusters Score: Raw -671797.289927 + Penalty 1684.516494 = -670112.773433 nChanged 24 SP:Iteration 28Q (9793.725331 sec): 3 clusters Score: Raw -671800.025583 + Penalty 1684.516494 = -670115.509089 nChanged 20 SP:Iteration 29Q (9793.778343 sec): 3 clusters Score: Raw -671803.574740 + Penalty 1684.516494 = -670119.058246 nChanged 27 SP:Iteration 30Q (9793.846516 sec): 3 clusters Score: Raw -671808.788886 + Penalty 1684.516494 = -670124.272392 nChanged 27 SP:Iteration 31Q (9793.891861 sec): 3 clusters Score: Raw -671812.082209 + Penalty 1684.516494 = -670127.565714 nChanged 13 SP:Iteration 32Q (9793.947282 sec): 3 clusters Score: Raw -671813.539160 + Penalty 1684.516494 = -670129.022666 nChanged 10 SP:Iteration 33Q (9794.003263 sec): 3 clusters Score: Raw -671814.619849 + Penalty 1684.516494 = -670130.103354 nChanged 11 SP:Iteration 34Q (9794.059131 sec): 3 clusters Score: Raw -671815.814136 + Penalty 1684.516494 = -670131.297642 nChanged 8 SP:Iteration 35Q (9794.114846 sec): 3 clusters Score: Raw -671816.734772 + Penalty 1684.516494 = -670132.218278 nChanged 8 SP:Iteration 36Q (9794.165270 sec): 3 clusters Score: Raw -671817.425658 + Penalty 1684.516494 = -670132.909164 nChanged 7 SP:Iteration 37Q (9794.233201 sec): 3 clusters Score: Raw -671818.051043 + Penalty 1684.516494 = -670133.534549 nChanged 7 SP:Iteration 38Q (9794.278655 sec): 3 clusters Score: Raw -671818.538288 + Penalty 1684.516494 = -670134.021794 nChanged 4 SP:Iteration 39Q (9794.334410 sec): 3 clusters Score: Raw -671819.004962 + Penalty 1684.516494 = -670134.488468 nChanged 6 SP:Iteration 40F (9794.390755 sec): 3 clusters Score: Raw -671819.575143 + Penalty 1684.516494 = -670135.058648 nChanged 5 SP:Iteration 41Q (9794.447097 sec): 3 clusters Score: Raw -671820.098257 + Penalty 1684.516494 = -670135.581763 nChanged 7 SP:Iteration 42Q (9794.503237 sec): 3 clusters Score: Raw -671820.943456 + Penalty 1684.516494 = -670136.426961 nChanged 9 SP:Iteration 43Q (9794.556793 sec): 3 clusters Score: Raw -671821.846987 + Penalty 1684.516494 = -670137.330493 nChanged 7 SP:Iteration 44Q (9794.612636 sec): 3 clusters Score: Raw -671823.060293 + Penalty 1684.516494 = -670138.543799 nChanged 10 SP:Iteration 45Q (9794.668689 sec): 3 clusters Score: Raw -671824.372721 + Penalty 1684.516494 = -670139.856227 nChanged 10 SP:Iteration 46Q (9794.717872 sec): 3 clusters Score: Raw -671825.308605 + Penalty 1684.516494 = -670140.792111 nChanged 7 SP:Iteration 47Q (9794.773734 sec): 3 clusters Score: Raw -671825.810644 + Penalty 1684.516494 = -670141.294149 nChanged 7 SP:Iteration 48Q (9794.824511 sec): 3 clusters Score: Raw -671826.447779 + Penalty 1684.516494 = -670141.931285 nChanged 11 SP:Iteration 49Q (9794.881291 sec): 3 clusters Score: Raw -671827.367833 + Penalty 1684.516494 = -670142.851339 nChanged 7 SP:Iteration 50Q (9794.937293 sec): 3 clusters Score: Raw -671828.188928 + Penalty 1684.516494 = -670143.672434 nChanged 8 SP:Iteration 51Q (9794.993041 sec): 3 clusters Score: Raw -671829.154099 + Penalty 1684.516494 = -670144.637605 nChanged 11 SP:Iteration 52Q (9795.049476 sec): 3 clusters Score: Raw -671830.682700 + Penalty 1684.516494 = -670146.166206 nChanged 12 SP:Iteration 53Q (9795.105545 sec): 3 clusters Score: Raw -671832.076681 + Penalty 1684.516494 = -670147.560187 nChanged 6 SP:Iteration 54Q (9795.162365 sec): 3 clusters Score: Raw -671832.529286 + Penalty 1684.516494 = -670148.012792 nChanged 5 SP:Iteration 55Q (9795.218852 sec): 3 clusters Score: Raw -671833.564460 + Penalty 1684.516494 = -670149.047966 nChanged 11 SP:Iteration 56Q (9795.275024 sec): 3 clusters Score: Raw -671834.854364 + Penalty 1684.516494 = -670150.337869 nChanged 10 SP:Iteration 57Q (9795.328460 sec): 3 clusters Score: Raw -671836.185958 + Penalty 1684.516494 = -670151.669464 nChanged 11 SP:Iteration 58Q (9795.383813 sec): 3 clusters Score: Raw -671837.657783 + Penalty 1684.516494 = -670153.141289 nChanged 9 SP:Iteration 59Q (9795.451065 sec): 3 clusters Score: Raw -671838.463347 + Penalty 1684.516494 = -670153.946853 nChanged 8 SP:Iteration 60F (9795.503741 sec): 3 clusters Score: Raw -671839.229744 + Penalty 1684.516494 = -670154.713249 nChanged 10 SP:Iteration 61Q (9795.549721 sec): 3 clusters Score: Raw -671840.193815 + Penalty 1684.516494 = -670155.677321 nChanged 4 SP:Iteration 62Q (9795.605744 sec): 3 clusters Score: Raw -671840.559922 + Penalty 1684.516494 = -670156.043428 nChanged 5 SP:Iteration 63Q (9795.661753 sec): 3 clusters Score: Raw -671841.017075 + Penalty 1684.516494 = -670156.500581 nChanged 5 SP:Iteration 64Q (9795.702310 sec): 3 clusters Score: Raw -671841.714652 + Penalty 1684.516494 = -670157.198158 nChanged 8 SP:Iteration 65Q (9795.764979 sec): 3 clusters Score: Raw -671842.253045 + Penalty 1684.516494 = -670157.736550 nChanged 7 SP:Iteration 66Q (9795.808832 sec): 3 clusters Score: Raw -671842.717218 + Penalty 1684.516494 = -670158.200724 nChanged 5 SP:Iteration 67Q (9795.860197 sec): 3 clusters Score: Raw -671843.124766 + Penalty 1684.516494 = -670158.608272 nChanged 4 SP:Iteration 68Q (9795.921662 sec): 3 clusters Score: Raw -671843.341817 + Penalty 1684.516494 = -670158.825323 nChanged 4 SP:Iteration 69Q (9795.977095 sec): 3 clusters Score: Raw -671844.042229 + Penalty 1684.516494 = -670159.525734 nChanged 7 SP:Iteration 70Q (9796.021223 sec): 3 clusters Score: Raw -671844.610139 + Penalty 1684.516494 = -670160.093645 nChanged 4 SP:Iteration 71Q (9796.070265 sec): 3 clusters Score: Raw -671845.008311 + Penalty 1684.516494 = -670160.491816 nChanged 1 SP:Iteration 72Q (9796.126579 sec): 3 clusters Score: Raw -671845.118299 + Penalty 1684.516494 = -670160.601805 nChanged 2 SP:Iteration 73Q (9796.186077 sec): 3 clusters Score: Raw -671845.270726 + Penalty 1684.516494 = -670160.754232 nChanged 1 SP:Iteration 74Q (9796.239291 sec): 3 clusters Score: Raw -671845.325675 + Penalty 1684.516494 = -670160.809180 nChanged 3 SP:Iteration 75Q (9796.281934 sec): 3 clusters Score: Raw -671845.586121 + Penalty 1684.516494 = -670161.069627 nChanged 4 SP:Iteration 76Q (9796.341322 sec): 3 clusters Score: Raw -671845.805100 + Penalty 1684.516494 = -670161.288605 nChanged 3 SP:Iteration 77Q (9796.388177 sec): 3 clusters Score: Raw -671845.939584 + Penalty 1684.516494 = -670161.423089 nChanged 3 SP:Iteration 78Q (9796.444047 sec): 3 clusters Score: Raw -671846.122531 + Penalty 1684.516494 = -670161.606037 nChanged 1 SP:Iteration 79Q (9796.499939 sec): 3 clusters Score: Raw -671846.227688 + Penalty 1684.516494 = -670161.711194 nChanged 0 SP:Iteration 80F (9796.556565 sec): 3 clusters Score: Raw -671846.227688 + Penalty 1684.516494 = -670161.711194 nChanged 0 Time taken for this iteration:9787.995833 seconds. 20->42 Clusters: Score -89515067.147024, best is 100000000000000005366162204393472.000000 THE BEST YET! Starting from 21 clusters... ------ Clustering full data set of 981135 points ------ SP: Assigned 21 initial classes randomly. Iteration 0F (9806.499695 sec): 21 clusters Score: Raw -85023075.602951 + Penalty 26213.284153 = -84996862.318798 nChanged 931542 Iteration 1F (9816.185993 sec): 21 clusters Score: Raw -87379611.547704 + Penalty 26213.284153 = -87353398.263551 nChanged 360889 Iteration 2F (9825.643187 sec): 21 clusters Score: Raw -88110443.992323 + Penalty 26213.284153 = -88084230.708170 nChanged 229034 Iteration 3F (9835.408829 sec): 21 clusters Score: Raw -88504442.839398 + Penalty 26213.284153 = -88478229.555245 nChanged 137729 Iteration 4F (9845.189106 sec): 21 clusters Score: Raw -88722048.474056 + Penalty 26213.284153 = -88695835.189903 nChanged 87597 Iteration 5F (9854.827408 sec): 21 clusters Score: Raw -88817889.399408 + Penalty 26213.284153 = -88791676.115255 nChanged 54527 Deleting Class 13 (1022 points): Lose 1017.575576 but Gain 1310.664208 Iteration 6F (9864.316039 sec): 20 clusters Score: Raw -88865629.125236 + Penalty 24902.619945 = -88840726.505291 nChanged 38931 Iteration 7Q (9869.623293 sec): 20 clusters Score: Raw -88895906.537810 + Penalty 24902.619945 = -88871003.917864 nChanged 29149 Iteration 8Q (9875.108339 sec): 20 clusters Score: Raw -88919426.605052 + Penalty 24902.619945 = -88894523.985107 nChanged 24789 Iteration 9Q (9880.277238 sec): 20 clusters Score: Raw -88939154.619961 + Penalty 24902.619945 = -88914252.000015 nChanged 22619 Iteration 10Q (9885.785384 sec): 20 clusters Score: Raw -88952362.984104 + Penalty 24902.619945 = -88927460.364159 nChanged 20020 Iteration 11Q (9890.948565 sec): 20 clusters Score: Raw -88962661.403898 + Penalty 24902.619945 = -88937758.783953 nChanged 18004 Iteration 12Q (9896.389464 sec): 20 clusters Score: Raw -88971717.245141 + Penalty 24902.619945 = -88946814.625196 nChanged 16663 Iteration 13Q (9901.468438 sec): 20 clusters Score: Raw -88982680.784190 + Penalty 24902.619945 = -88957778.164245 nChanged 15114 Iteration 14Q (9906.910413 sec): 20 clusters Score: Raw -88992297.021190 + Penalty 24902.619945 = -88967394.401245 nChanged 14766 Iteration 15Q (9911.880577 sec): 20 clusters Score: Raw -88997031.546620 + Penalty 24902.619945 = -88972128.926674 nChanged 13960 Iteration 16Q (9917.203933 sec): 20 clusters Score: Raw -89001137.966792 + Penalty 24902.619945 = -88976235.346847 nChanged 13634 Iteration 17Q (9922.258412 sec): 20 clusters Score: Raw -89005192.312260 + Penalty 24902.619945 = -88980289.692315 nChanged 13622 Iteration 18Q (9927.379395 sec): 20 clusters Score: Raw -89009311.801176 + Penalty 24902.619945 = -88984409.181230 nChanged 13917 Iteration 19Q (9932.425398 sec): 20 clusters Score: Raw -89013662.327339 + Penalty 24902.619945 = -88988759.707394 nChanged 14084 Writing temp clu file Because OldScore, -88984409.181230, is greater than current (better) Score,-88988759.707394 Compute initial score before splitting: Score: Raw -89013662.327339 + Penalty 24902.619945 = -88988759.707394 Trying to split cluster 1 (12298 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9932.685321 sec): 2 clusters Score: Raw -1095943.716805 + Penalty 894.633233 = -1095049.083572 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9932.738520 sec): 3 clusters Score: Raw -1088560.450025 + Penalty 1789.266466 = -1086771.183559 nChanged 5492 SP:Iteration 1F (9932.801791 sec): 3 clusters Score: Raw -1091533.241657 + Penalty 1789.266466 = -1089743.975191 nChanged 700 SP:Iteration 2F (9932.865347 sec): 3 clusters Score: Raw -1091857.039746 + Penalty 1789.266466 = -1090067.773280 nChanged 689 SP:Iteration 3F (9932.929751 sec): 3 clusters Score: Raw -1092226.520608 + Penalty 1789.266466 = -1090437.254142 nChanged 678 SP:Iteration 4F (9932.985356 sec): 3 clusters Score: Raw -1092708.026309 + Penalty 1789.266466 = -1090918.759843 nChanged 690 SP:Iteration 5F (9933.058764 sec): 3 clusters Score: Raw -1093369.781034 + Penalty 1789.266466 = -1091580.514568 nChanged 664 SP:Iteration 6F (9933.111698 sec): 3 clusters Score: Raw -1094087.520820 + Penalty 1789.266466 = -1092298.254354 nChanged 623 SP:Iteration 7F (9933.184571 sec): 3 clusters Score: Raw -1094505.291189 + Penalty 1789.266466 = -1092716.024723 nChanged 518 SP:Iteration 8Q (9933.236206 sec): 3 clusters Score: Raw -1094766.289696 + Penalty 1789.266466 = -1092977.023229 nChanged 431 SP:Iteration 9Q (9933.299967 sec): 3 clusters Score: Raw -1094953.551419 + Penalty 1789.266466 = -1093164.284953 nChanged 366 SP:Iteration 10Q (9933.362053 sec): 3 clusters Score: Raw -1095081.372239 + Penalty 1789.266466 = -1093292.105773 nChanged 299 SP:Iteration 11Q (9933.422771 sec): 3 clusters Score: Raw -1095171.358883 + Penalty 1789.266466 = -1093382.092416 nChanged 236 SP:Iteration 12Q (9933.483506 sec): 3 clusters Score: Raw -1095235.865955 + Penalty 1789.266466 = -1093446.599489 nChanged 185 SP:Iteration 13Q (9933.546240 sec): 3 clusters Score: Raw -1095278.866903 + Penalty 1789.266466 = -1093489.600437 nChanged 155 SP:Iteration 14Q (9933.606561 sec): 3 clusters Score: Raw -1095311.684314 + Penalty 1789.266466 = -1093522.417848 nChanged 133 SP:Iteration 15Q (9933.679777 sec): 3 clusters Score: Raw -1095340.174356 + Penalty 1789.266466 = -1093550.907890 nChanged 125 SP:Iteration 16Q (9933.731384 sec): 3 clusters Score: Raw -1095362.877343 + Penalty 1789.266466 = -1093573.610877 nChanged 99 SP:Iteration 17Q (9933.795068 sec): 3 clusters Score: Raw -1095379.943200 + Penalty 1789.266466 = -1093590.676734 nChanged 87 SP:Iteration 18Q (9933.856634 sec): 3 clusters Score: Raw -1095394.495039 + Penalty 1789.266466 = -1093605.228573 nChanged 88 SP:Iteration 19Q (9933.913831 sec): 3 clusters Score: Raw -1095408.544743 + Penalty 1789.266466 = -1093619.278277 nChanged 91 SP:Iteration 20F (9933.976239 sec): 3 clusters Score: Raw -1095423.576469 + Penalty 1789.266466 = -1093634.310003 nChanged 86 SP:Iteration 21Q (9934.038414 sec): 3 clusters Score: Raw -1095437.851739 + Penalty 1789.266466 = -1093648.585273 nChanged 76 SP:Iteration 22Q (9934.107492 sec): 3 clusters Score: Raw -1095449.399697 + Penalty 1789.266466 = -1093660.133231 nChanged 68 SP:Iteration 23Q (9934.156498 sec): 3 clusters Score: Raw -1095461.485107 + Penalty 1789.266466 = -1093672.218640 nChanged 59 SP:Iteration 24Q (9934.218568 sec): 3 clusters Score: Raw -1095472.150495 + Penalty 1789.266466 = -1093682.884029 nChanged 65 SP:Iteration 25Q (9934.275654 sec): 3 clusters Score: Raw -1095484.426004 + Penalty 1789.266466 = -1093695.159538 nChanged 71 SP:Iteration 26Q (9934.335992 sec): 3 clusters Score: Raw -1095496.064478 + Penalty 1789.266466 = -1093706.798012 nChanged 74 SP:Iteration 27Q (9934.397827 sec): 3 clusters Score: Raw -1095506.243391 + Penalty 1789.266466 = -1093716.976925 nChanged 70 SP:Iteration 28Q (9934.459935 sec): 3 clusters Score: Raw -1095518.169177 + Penalty 1789.266466 = -1093728.902711 nChanged 75 SP:Iteration 29Q (9934.533736 sec): 3 clusters Score: Raw -1095531.242675 + Penalty 1789.266466 = -1093741.976209 nChanged 69 SP:Iteration 30Q (9934.586124 sec): 3 clusters Score: Raw -1095541.666529 + Penalty 1789.266466 = -1093752.400062 nChanged 61 SP:Iteration 31Q (9934.658854 sec): 3 clusters Score: Raw -1095551.341874 + Penalty 1789.266466 = -1093762.075408 nChanged 62 SP:Iteration 32Q (9934.703496 sec): 3 clusters Score: Raw -1095559.327572 + Penalty 1789.266466 = -1093770.061106 nChanged 53 SP:Iteration 33Q (9934.762923 sec): 3 clusters Score: Raw -1095566.427613 + Penalty 1789.266466 = -1093777.161147 nChanged 52 SP:Iteration 34Q (9934.821069 sec): 3 clusters Score: Raw -1095572.773236 + Penalty 1789.266466 = -1093783.506770 nChanged 41 SP:Iteration 35Q (9934.887770 sec): 3 clusters Score: Raw -1095578.728918 + Penalty 1789.266466 = -1093789.462452 nChanged 46 SP:Iteration 36Q (9934.942716 sec): 3 clusters Score: Raw -1095585.501618 + Penalty 1789.266466 = -1093796.235152 nChanged 46 SP:Iteration 37Q (9935.013366 sec): 3 clusters Score: Raw -1095593.470731 + Penalty 1789.266466 = -1093804.204265 nChanged 55 SP:Iteration 38Q (9935.072815 sec): 3 clusters Score: Raw -1095604.256874 + Penalty 1789.266466 = -1093814.990408 nChanged 55 SP:Iteration 39Q (9935.126344 sec): 3 clusters Score: Raw -1095614.909866 + Penalty 1789.266466 = -1093825.643400 nChanged 64 SP:Iteration 40F (9935.190058 sec): 3 clusters Score: Raw -1095628.631458 + Penalty 1789.266466 = -1093839.364992 nChanged 62 SP:Iteration 41Q (9935.248664 sec): 3 clusters Score: Raw -1095640.964879 + Penalty 1789.266466 = -1093851.698413 nChanged 62 SP:Iteration 42Q (9935.296167 sec): 3 clusters Score: Raw -1095654.457259 + Penalty 1789.266466 = -1093865.190793 nChanged 64 SP:Iteration 43Q (9935.357990 sec): 3 clusters Score: Raw -1095665.153116 + Penalty 1789.266466 = -1093875.886650 nChanged 41 SP:Iteration 44Q (9935.417946 sec): 3 clusters Score: Raw -1095672.190838 + Penalty 1789.266466 = -1093882.924372 nChanged 44 SP:Iteration 45Q (9935.480187 sec): 3 clusters Score: Raw -1095679.874053 + Penalty 1789.266466 = -1093890.607587 nChanged 44 SP:Iteration 46Q (9935.539107 sec): 3 clusters Score: Raw -1095688.061295 + Penalty 1789.266466 = -1093898.794829 nChanged 46 SP:Iteration 47Q (9935.589954 sec): 3 clusters Score: Raw -1095695.195461 + Penalty 1789.266466 = -1093905.928995 nChanged 44 SP:Iteration 48Q (9935.658262 sec): 3 clusters Score: Raw -1095704.264250 + Penalty 1789.266466 = -1093914.997784 nChanged 49 SP:Iteration 49Q (9935.708256 sec): 3 clusters Score: Raw -1095712.520020 + Penalty 1789.266466 = -1093923.253554 nChanged 40 SP:Iteration 50Q (9935.761261 sec): 3 clusters Score: Raw -1095717.341142 + Penalty 1789.266466 = -1093928.074676 nChanged 41 SP:Iteration 51Q (9935.821307 sec): 3 clusters Score: Raw -1095725.876502 + Penalty 1789.266466 = -1093936.610036 nChanged 53 SP:Iteration 52Q (9935.881744 sec): 3 clusters Score: Raw -1095740.324586 + Penalty 1789.266466 = -1093951.058120 nChanged 68 SP:Iteration 53Q (9935.948597 sec): 3 clusters Score: Raw -1095760.478096 + Penalty 1789.266466 = -1093971.211630 nChanged 65 SP:Iteration 54Q (9936.005514 sec): 3 clusters Score: Raw -1095777.512381 + Penalty 1789.266466 = -1093988.245915 nChanged 59 SP:Iteration 55Q (9936.062643 sec): 3 clusters Score: Raw -1095791.990487 + Penalty 1789.266466 = -1094002.724021 nChanged 66 SP:Iteration 56Q (9936.123036 sec): 3 clusters Score: Raw -1095811.269612 + Penalty 1789.266466 = -1094022.003146 nChanged 63 SP:Iteration 57Q (9936.170275 sec): 3 clusters Score: Raw -1095833.581901 + Penalty 1789.266466 = -1094044.315435 nChanged 66 SP:Iteration 58Q (9936.241621 sec): 3 clusters Score: Raw -1095852.463545 + Penalty 1789.266466 = -1094063.197079 nChanged 57 SP:Iteration 59Q (9936.303500 sec): 3 clusters Score: Raw -1095872.541412 + Penalty 1789.266466 = -1094083.274946 nChanged 72 SP:Iteration 60F (9936.361043 sec): 3 clusters Score: Raw -1095895.019006 + Penalty 1789.266466 = -1094105.752540 nChanged 50 SP:Iteration 61Q (9936.401483 sec): 3 clusters Score: Raw -1095910.433583 + Penalty 1789.266466 = -1094121.167117 nChanged 50 SP:Iteration 62Q (9936.460319 sec): 3 clusters Score: Raw -1095922.529546 + Penalty 1789.266466 = -1094133.263080 nChanged 49 SP:Iteration 63Q (9936.528255 sec): 3 clusters Score: Raw -1095936.864921 + Penalty 1789.266466 = -1094147.598455 nChanged 39 SP:Iteration 64Q (9936.581739 sec): 3 clusters Score: Raw -1095949.923320 + Penalty 1789.266466 = -1094160.656854 nChanged 42 SP:Iteration 65Q (9936.638649 sec): 3 clusters Score: Raw -1095962.549294 + Penalty 1789.266466 = -1094173.282828 nChanged 38 SP:Iteration 66Q (9936.702522 sec): 3 clusters Score: Raw -1095971.932082 + Penalty 1789.266466 = -1094182.665616 nChanged 32 SP:Iteration 67Q (9936.762053 sec): 3 clusters Score: Raw -1095981.454569 + Penalty 1789.266466 = -1094192.188103 nChanged 27 SP:Iteration 68Q (9936.821927 sec): 3 clusters Score: Raw -1095989.309403 + Penalty 1789.266466 = -1094200.042937 nChanged 31 SP:Iteration 69Q (9936.866940 sec): 3 clusters Score: Raw -1095996.552836 + Penalty 1789.266466 = -1094207.286370 nChanged 15 SP:Iteration 70Q (9936.935746 sec): 3 clusters Score: Raw -1096000.449820 + Penalty 1789.266466 = -1094211.183354 nChanged 13 SP:Iteration 71Q (9936.993467 sec): 3 clusters Score: Raw -1096005.763151 + Penalty 1789.266466 = -1094216.496685 nChanged 20 SP:Iteration 72Q (9937.036934 sec): 3 clusters Score: Raw -1096010.939276 + Penalty 1789.266466 = -1094221.672810 nChanged 15 SP:Iteration 73Q (9937.093242 sec): 3 clusters Score: Raw -1096013.773797 + Penalty 1789.266466 = -1094224.507331 nChanged 12 SP:Iteration 74Q (9937.155625 sec): 3 clusters Score: Raw -1096016.929855 + Penalty 1789.266466 = -1094227.663389 nChanged 14 SP:Iteration 75Q (9937.210514 sec): 3 clusters Score: Raw -1096020.492982 + Penalty 1789.266466 = -1094231.226516 nChanged 15 SP:Iteration 76Q (9937.273240 sec): 3 clusters Score: Raw -1096024.869963 + Penalty 1789.266466 = -1094235.603497 nChanged 20 SP:Iteration 77Q (9937.335200 sec): 3 clusters Score: Raw -1096031.913547 + Penalty 1789.266466 = -1094242.647081 nChanged 23 SP:Iteration 78Q (9937.382585 sec): 3 clusters Score: Raw -1096037.755226 + Penalty 1789.266466 = -1094248.488760 nChanged 10 SP:Iteration 79Q (9937.431936 sec): 3 clusters Score: Raw -1096040.062373 + Penalty 1789.266466 = -1094250.795907 nChanged 10 SP:Iteration 80F (9937.496793 sec): 3 clusters Score: Raw -1096043.426761 + Penalty 1789.266466 = -1094254.160294 nChanged 12 SP:Iteration 81Q (9937.550840 sec): 3 clusters Score: Raw -1096046.940067 + Penalty 1789.266466 = -1094257.673601 nChanged 9 SP:Iteration 82Q (9937.603003 sec): 3 clusters Score: Raw -1096050.000051 + Penalty 1789.266466 = -1094260.733585 nChanged 20 SP:Iteration 83Q (9937.653019 sec): 3 clusters Score: Raw -1096055.983737 + Penalty 1789.266466 = -1094266.717271 nChanged 16 SP:Iteration 84Q (9937.718049 sec): 3 clusters Score: Raw -1096063.317232 + Penalty 1789.266466 = -1094274.050766 nChanged 21 SP:Iteration 85Q (9937.776994 sec): 3 clusters Score: Raw -1096072.232177 + Penalty 1789.266466 = -1094282.965711 nChanged 16 SP:Iteration 86Q (9937.833497 sec): 3 clusters Score: Raw -1096078.483477 + Penalty 1789.266466 = -1094289.217011 nChanged 13 SP:Iteration 87Q (9937.894649 sec): 3 clusters Score: Raw -1096083.851289 + Penalty 1789.266466 = -1094294.584823 nChanged 14 SP:Iteration 88Q (9937.953651 sec): 3 clusters Score: Raw -1096087.616649 + Penalty 1789.266466 = -1094298.350183 nChanged 17 SP:Iteration 89Q (9937.996858 sec): 3 clusters Score: Raw -1096091.854032 + Penalty 1789.266466 = -1094302.587566 nChanged 13 SP:Iteration 90Q (9938.065739 sec): 3 clusters Score: Raw -1096096.336902 + Penalty 1789.266466 = -1094307.070436 nChanged 10 SP:Iteration 91Q (9938.123979 sec): 3 clusters Score: Raw -1096099.174850 + Penalty 1789.266466 = -1094309.908384 nChanged 7 SP:Iteration 92Q (9938.183951 sec): 3 clusters Score: Raw -1096100.903825 + Penalty 1789.266466 = -1094311.637359 nChanged 6 SP:Iteration 93Q (9938.234947 sec): 3 clusters Score: Raw -1096102.974631 + Penalty 1789.266466 = -1094313.708165 nChanged 11 SP:Iteration 94Q (9938.298899 sec): 3 clusters Score: Raw -1096106.558045 + Penalty 1789.266466 = -1094317.291579 nChanged 14 SP:Iteration 95Q (9938.354129 sec): 3 clusters Score: Raw -1096111.479580 + Penalty 1789.266466 = -1094322.213114 nChanged 12 SP:Iteration 96Q (9938.409978 sec): 3 clusters Score: Raw -1096115.515330 + Penalty 1789.266466 = -1094326.248864 nChanged 15 SP:Iteration 97Q (9938.465267 sec): 3 clusters Score: Raw -1096122.514702 + Penalty 1789.266466 = -1094333.248236 nChanged 13 SP:Iteration 98Q (9938.515662 sec): 3 clusters Score: Raw -1096126.963967 + Penalty 1789.266466 = -1094337.697501 nChanged 8 SP:Iteration 99Q (9938.584057 sec): 3 clusters Score: Raw -1096129.290165 + Penalty 1789.266466 = -1094340.023699 nChanged 9 SP:Iteration 100F (9938.645154 sec): 3 clusters Score: Raw -1096134.843379 + Penalty 1789.266466 = -1094345.576913 nChanged 8 SP:Iteration 101Q (9938.697760 sec): 3 clusters Score: Raw -1096138.234892 + Penalty 1789.266466 = -1094348.968426 nChanged 8 SP:Iteration 102Q (9938.759000 sec): 3 clusters Score: Raw -1096140.974754 + Penalty 1789.266466 = -1094351.708288 nChanged 11 SP:Iteration 103Q (9938.827631 sec): 3 clusters Score: Raw -1096144.335284 + Penalty 1789.266466 = -1094355.068818 nChanged 8 SP:Iteration 104Q (9938.887052 sec): 3 clusters Score: Raw -1096147.002314 + Penalty 1789.266466 = -1094357.735848 nChanged 6 SP:Iteration 105Q (9938.943581 sec): 3 clusters Score: Raw -1096149.724955 + Penalty 1789.266466 = -1094360.458489 nChanged 8 SP:Iteration 106Q (9938.997699 sec): 3 clusters Score: Raw -1096152.713504 + Penalty 1789.266466 = -1094363.447038 nChanged 8 SP:Iteration 107Q (9939.043766 sec): 3 clusters Score: Raw -1096155.582774 + Penalty 1789.266466 = -1094366.316308 nChanged 10 SP:Iteration 108Q (9939.110693 sec): 3 clusters Score: Raw -1096160.542265 + Penalty 1789.266466 = -1094371.275799 nChanged 11 SP:Iteration 109Q (9939.165606 sec): 3 clusters Score: Raw -1096166.167833 + Penalty 1789.266466 = -1094376.901367 nChanged 11 SP:Iteration 110Q (9939.226792 sec): 3 clusters Score: Raw -1096169.822480 + Penalty 1789.266466 = -1094380.556014 nChanged 8 SP:Iteration 111Q (9939.283135 sec): 3 clusters Score: Raw -1096172.568437 + Penalty 1789.266466 = -1094383.301971 nChanged 8 SP:Iteration 112Q (9939.336850 sec): 3 clusters Score: Raw -1096177.902061 + Penalty 1789.266466 = -1094388.635595 nChanged 12 SP:Iteration 113Q (9939.401939 sec): 3 clusters Score: Raw -1096182.402213 + Penalty 1789.266466 = -1094393.135747 nChanged 6 SP:Iteration 114Q (9939.452904 sec): 3 clusters Score: Raw -1096183.662324 + Penalty 1789.266466 = -1094394.395858 nChanged 3 SP:Iteration 115Q (9939.513688 sec): 3 clusters Score: Raw -1096184.697565 + Penalty 1789.266466 = -1094395.431099 nChanged 2 SP:Iteration 116Q (9939.575537 sec): 3 clusters Score: Raw -1096185.040398 + Penalty 1789.266466 = -1094395.773932 nChanged 0 SP:Iteration 117F (9939.639880 sec): 3 clusters Score: Raw -1096185.040398 + Penalty 1789.266466 = -1094395.773932 nChanged 0 Trying to split cluster 2 (36005 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9939.702178 sec): 2 clusters Score: Raw -3437742.593933 + Penalty 996.684244 = -3436745.909689 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9939.792522 sec): 3 clusters Score: Raw -3414771.444048 + Penalty 1993.368488 = -3412778.075560 nChanged 16984 SP:Iteration 1F (9939.884858 sec): 3 clusters Score: Raw -3424866.624245 + Penalty 1993.368488 = -3422873.255757 nChanged 2314 SP:Iteration 2F (9939.977582 sec): 3 clusters Score: Raw -3426306.839608 + Penalty 1993.368488 = -3424313.471119 nChanged 2777 SP:Iteration 3F (9940.061278 sec): 3 clusters Score: Raw -3428446.278775 + Penalty 1993.368488 = -3426452.910286 nChanged 3064 SP:Iteration 4F (9940.156743 sec): 3 clusters Score: Raw -3430956.549637 + Penalty 1993.368488 = -3428963.181149 nChanged 2692 SP:Iteration 5F (9940.250971 sec): 3 clusters Score: Raw -3432818.229899 + Penalty 1993.368488 = -3430824.861411 nChanged 2075 SP:Iteration 6F (9940.340072 sec): 3 clusters Score: Raw -3433940.929463 + Penalty 1993.368488 = -3431947.560974 nChanged 1395 SP:Iteration 7Q (9940.426262 sec): 3 clusters Score: Raw -3434501.548333 + Penalty 1993.368488 = -3432508.179844 nChanged 995 SP:Iteration 8Q (9940.509944 sec): 3 clusters Score: Raw -3434850.984389 + Penalty 1993.368488 = -3432857.615900 nChanged 806 SP:Iteration 9Q (9940.604171 sec): 3 clusters Score: Raw -3435141.977148 + Penalty 1993.368488 = -3433148.608660 nChanged 783 SP:Iteration 10Q (9940.692898 sec): 3 clusters Score: Raw -3435448.410369 + Penalty 1993.368488 = -3433455.041881 nChanged 817 SP:Iteration 11Q (9940.778850 sec): 3 clusters Score: Raw -3435838.018235 + Penalty 1993.368488 = -3433844.649746 nChanged 824 SP:Iteration 12Q (9940.861548 sec): 3 clusters Score: Raw -3436282.051470 + Penalty 1993.368488 = -3434288.682982 nChanged 837 SP:Iteration 13Q (9940.956536 sec): 3 clusters Score: Raw -3436717.364923 + Penalty 1993.368488 = -3434723.996434 nChanged 784 SP:Iteration 14Q (9941.045029 sec): 3 clusters Score: Raw -3437110.605930 + Penalty 1993.368488 = -3435117.237442 nChanged 679 SP:Iteration 15Q (9941.136304 sec): 3 clusters Score: Raw -3437413.926908 + Penalty 1993.368488 = -3435420.558419 nChanged 554 SP:Iteration 16Q (9941.227741 sec): 3 clusters Score: Raw -3437634.662267 + Penalty 1993.368488 = -3435641.293778 nChanged 428 SP:Iteration 17Q (9941.313573 sec): 3 clusters Score: Raw -3437790.117909 + Penalty 1993.368488 = -3435796.749421 nChanged 351 SP:Iteration 18Q (9941.403275 sec): 3 clusters Score: Raw -3437915.469025 + Penalty 1993.368488 = -3435922.100537 nChanged 325 SP:Iteration 19Q (9941.494498 sec): 3 clusters Score: Raw -3438018.462137 + Penalty 1993.368488 = -3436025.093649 nChanged 268 SP:Iteration 20F (9941.584179 sec): 3 clusters Score: Raw -3438097.865175 + Penalty 1993.368488 = -3436104.496686 nChanged 255 SP:Iteration 21Q (9941.666686 sec): 3 clusters Score: Raw -3438176.409622 + Penalty 1993.368488 = -3436183.041133 nChanged 273 SP:Iteration 22Q (9941.759525 sec): 3 clusters Score: Raw -3438256.032471 + Penalty 1993.368488 = -3436262.663983 nChanged 268 SP:Iteration 23Q (9941.838127 sec): 3 clusters Score: Raw -3438330.616537 + Penalty 1993.368488 = -3436337.248048 nChanged 261 SP:Iteration 24Q (9941.922780 sec): 3 clusters Score: Raw -3438402.450739 + Penalty 1993.368488 = -3436409.082251 nChanged 264 SP:Iteration 25Q (9942.010771 sec): 3 clusters Score: Raw -3438480.454987 + Penalty 1993.368488 = -3436487.086499 nChanged 286 SP:Iteration 26Q (9942.109282 sec): 3 clusters Score: Raw -3438571.662102 + Penalty 1993.368488 = -3436578.293614 nChanged 287 SP:Iteration 27Q (9942.186423 sec): 3 clusters Score: Raw -3438664.867477 + Penalty 1993.368488 = -3436671.498988 nChanged 324 SP:Iteration 28Q (9942.273806 sec): 3 clusters Score: Raw -3438786.612030 + Penalty 1993.368488 = -3436793.243541 nChanged 321 SP:Iteration 29Q (9942.367110 sec): 3 clusters Score: Raw -3438928.072754 + Penalty 1993.368488 = -3436934.704266 nChanged 337 SP:Iteration 30Q (9942.449368 sec): 3 clusters Score: Raw -3439072.276966 + Penalty 1993.368488 = -3437078.908478 nChanged 318 SP:Iteration 31Q (9942.536180 sec): 3 clusters Score: Raw -3439208.992323 + Penalty 1993.368488 = -3437215.623835 nChanged 295 SP:Iteration 32Q (9942.635649 sec): 3 clusters Score: Raw -3439346.020004 + Penalty 1993.368488 = -3437352.651516 nChanged 302 SP:Iteration 33Q (9942.722015 sec): 3 clusters Score: Raw -3439502.910127 + Penalty 1993.368488 = -3437509.541639 nChanged 272 SP:Iteration 34Q (9942.803191 sec): 3 clusters Score: Raw -3439630.260142 + Penalty 1993.368488 = -3437636.891653 nChanged 239 SP:Iteration 35Q (9942.855146 sec): 3 clusters Score: Raw -3439728.722046 + Penalty 1993.368488 = -3437735.353557 nChanged 217 SP:Iteration 36Q (9942.921749 sec): 3 clusters Score: Raw -3439812.435566 + Penalty 1993.368488 = -3437819.067077 nChanged 187 SP:Iteration 37Q (9942.974257 sec): 3 clusters Score: Raw -3439883.962913 + Penalty 1993.368488 = -3437890.594424 nChanged 172 SP:Iteration 38Q (9943.032491 sec): 3 clusters Score: Raw -3439938.283572 + Penalty 1993.368488 = -3437944.915084 nChanged 156 SP:Iteration 39Q (9943.124001 sec): 3 clusters Score: Raw -3439978.903807 + Penalty 1993.368488 = -3437985.535319 nChanged 131 SP:Iteration 40F (9943.214782 sec): 3 clusters Score: Raw -3440006.005063 + Penalty 1993.368488 = -3438012.636574 nChanged 122 SP:Iteration 41Q (9943.302672 sec): 3 clusters Score: Raw -3440026.379492 + Penalty 1993.368488 = -3438033.011004 nChanged 86 SP:Iteration 42Q (9943.385758 sec): 3 clusters Score: Raw -3440039.892004 + Penalty 1993.368488 = -3438046.523516 nChanged 76 SP:Iteration 43Q (9943.473658 sec): 3 clusters Score: Raw -3440049.851323 + Penalty 1993.368488 = -3438056.482834 nChanged 66 SP:Iteration 44Q (9943.561974 sec): 3 clusters Score: Raw -3440058.793111 + Penalty 1993.368488 = -3438065.424623 nChanged 55 SP:Iteration 45Q (9943.638679 sec): 3 clusters Score: Raw -3440065.654293 + Penalty 1993.368488 = -3438072.285805 nChanged 39 SP:Iteration 46Q (9943.738800 sec): 3 clusters Score: Raw -3440071.194181 + Penalty 1993.368488 = -3438077.825693 nChanged 48 SP:Iteration 47Q (9943.820669 sec): 3 clusters Score: Raw -3440076.910944 + Penalty 1993.368488 = -3438083.542456 nChanged 47 SP:Iteration 48Q (9943.909189 sec): 3 clusters Score: Raw -3440082.354842 + Penalty 1993.368488 = -3438088.986353 nChanged 38 SP:Iteration 49Q (9944.003188 sec): 3 clusters Score: Raw -3440086.403645 + Penalty 1993.368488 = -3438093.035157 nChanged 30 SP:Iteration 50Q (9944.091385 sec): 3 clusters Score: Raw -3440089.811207 + Penalty 1993.368488 = -3438096.442719 nChanged 33 SP:Iteration 51Q (9944.182394 sec): 3 clusters Score: Raw -3440092.490632 + Penalty 1993.368488 = -3438099.122143 nChanged 27 SP:Iteration 52Q (9944.273842 sec): 3 clusters Score: Raw -3440094.791003 + Penalty 1993.368488 = -3438101.422514 nChanged 19 SP:Iteration 53Q (9944.363488 sec): 3 clusters Score: Raw -3440096.219209 + Penalty 1993.368488 = -3438102.850721 nChanged 19 SP:Iteration 54Q (9944.445694 sec): 3 clusters Score: Raw -3440097.388764 + Penalty 1993.368488 = -3438104.020276 nChanged 13 SP:Iteration 55Q (9944.530936 sec): 3 clusters Score: Raw -3440098.114899 + Penalty 1993.368488 = -3438104.746410 nChanged 9 SP:Iteration 56Q (9944.616962 sec): 3 clusters Score: Raw -3440098.462770 + Penalty 1993.368488 = -3438105.094281 nChanged 8 SP:Iteration 57Q (9944.694696 sec): 3 clusters Score: Raw -3440098.882868 + Penalty 1993.368488 = -3438105.514380 nChanged 8 SP:Iteration 58Q (9944.771319 sec): 3 clusters Score: Raw -3440099.144163 + Penalty 1993.368488 = -3438105.775675 nChanged 11 SP:Iteration 59Q (9944.866875 sec): 3 clusters Score: Raw -3440099.872963 + Penalty 1993.368488 = -3438106.504475 nChanged 13 SP:Iteration 60F (9944.961503 sec): 3 clusters Score: Raw -3440100.724675 + Penalty 1993.368488 = -3438107.356187 nChanged 10 SP:Iteration 61Q (9945.051173 sec): 3 clusters Score: Raw -3440101.317990 + Penalty 1993.368488 = -3438107.949501 nChanged 5 SP:Iteration 62Q (9945.139801 sec): 3 clusters Score: Raw -3440101.783169 + Penalty 1993.368488 = -3438108.414680 nChanged 5 SP:Iteration 63Q (9945.227876 sec): 3 clusters Score: Raw -3440102.051921 + Penalty 1993.368488 = -3438108.683433 nChanged 4 SP:Iteration 64Q (9945.311372 sec): 3 clusters Score: Raw -3440102.172042 + Penalty 1993.368488 = -3438108.803553 nChanged 1 SP:Iteration 65Q (9945.404714 sec): 3 clusters Score: Raw -3440102.274053 + Penalty 1993.368488 = -3438108.905565 nChanged 2 SP:Iteration 66Q (9945.485324 sec): 3 clusters Score: Raw -3440102.400561 + Penalty 1993.368488 = -3438109.032073 nChanged 1 SP:Iteration 67Q (9945.562934 sec): 3 clusters Score: Raw -3440102.444683 + Penalty 1993.368488 = -3438109.076195 nChanged 4 SP:Iteration 68Q (9945.628808 sec): 3 clusters Score: Raw -3440102.669688 + Penalty 1993.368488 = -3438109.301200 nChanged 4 SP:Iteration 69Q (9945.679581 sec): 3 clusters Score: Raw -3440102.861205 + Penalty 1993.368488 = -3438109.492717 nChanged 2 SP:Iteration 70Q (9945.762914 sec): 3 clusters Score: Raw -3440102.958104 + Penalty 1993.368488 = -3438109.589616 nChanged 1 SP:Iteration 71Q (9945.858161 sec): 3 clusters Score: Raw -3440103.019312 + Penalty 1993.368488 = -3438109.650823 nChanged 1 SP:Iteration 72Q (9945.952276 sec): 3 clusters Score: Raw -3440103.081074 + Penalty 1993.368488 = -3438109.712586 nChanged 1 SP:Iteration 73Q (9946.041857 sec): 3 clusters Score: Raw -3440103.105061 + Penalty 1993.368488 = -3438109.736572 nChanged 0 SP:Iteration 74F (9946.136727 sec): 3 clusters Score: Raw -3440103.105061 + Penalty 1993.368488 = -3438109.736572 nChanged 0 Score: Raw -89018130.959070 + Penalty 26213.284153 = -88991917.674917 Splitting cluster 2 changes total score from -88988759.707394 to -88991917.674917 So it's getting split into cluster 13. Trying to split cluster 3 (16202 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9955.815205 sec): 2 clusters Score: Raw -1390022.407743 + Penalty 920.824547 = -1389101.583195 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9955.884203 sec): 3 clusters Score: Raw -1380036.925050 + Penalty 1841.649094 = -1378195.275955 nChanged 7447 SP:Iteration 1F (9955.952786 sec): 3 clusters Score: Raw -1384609.953116 + Penalty 1841.649094 = -1382768.304021 nChanged 950 SP:Iteration 2F (9956.022011 sec): 3 clusters Score: Raw -1385037.964473 + Penalty 1841.649094 = -1383196.315378 nChanged 873 SP:Iteration 3F (9956.082032 sec): 3 clusters Score: Raw -1385474.360599 + Penalty 1841.649094 = -1383632.711505 nChanged 852 SP:Iteration 4F (9956.158922 sec): 3 clusters Score: Raw -1385894.399686 + Penalty 1841.649094 = -1384052.750591 nChanged 833 SP:Iteration 5F (9956.227209 sec): 3 clusters Score: Raw -1386323.659402 + Penalty 1841.649094 = -1384482.010307 nChanged 794 SP:Iteration 6Q (9956.296821 sec): 3 clusters Score: Raw -1386758.140407 + Penalty 1841.649094 = -1384916.491313 nChanged 745 SP:Iteration 7Q (9956.366563 sec): 3 clusters Score: Raw -1387131.225493 + Penalty 1841.649094 = -1385289.576398 nChanged 702 SP:Iteration 8Q (9956.436978 sec): 3 clusters Score: Raw -1387482.664595 + Penalty 1841.649094 = -1385641.015501 nChanged 659 SP:Iteration 9Q (9956.506304 sec): 3 clusters Score: Raw -1387830.069778 + Penalty 1841.649094 = -1385988.420684 nChanged 553 SP:Iteration 10Q (9956.563969 sec): 3 clusters Score: Raw -1388096.292985 + Penalty 1841.649094 = -1386254.643891 nChanged 472 SP:Iteration 11Q (9956.641688 sec): 3 clusters Score: Raw -1388313.504713 + Penalty 1841.649094 = -1386471.855619 nChanged 438 SP:Iteration 12Q (9956.695635 sec): 3 clusters Score: Raw -1388514.081446 + Penalty 1841.649094 = -1386672.432352 nChanged 392 SP:Iteration 13Q (9956.772173 sec): 3 clusters Score: Raw -1388686.518308 + Penalty 1841.649094 = -1386844.869214 nChanged 398 SP:Iteration 14Q (9956.841993 sec): 3 clusters Score: Raw -1388855.334731 + Penalty 1841.649094 = -1387013.685637 nChanged 370 SP:Iteration 15Q (9956.908799 sec): 3 clusters Score: Raw -1389012.615164 + Penalty 1841.649094 = -1387170.966070 nChanged 386 SP:Iteration 16Q (9956.942332 sec): 3 clusters Score: Raw -1389187.982972 + Penalty 1841.649094 = -1387346.333878 nChanged 375 SP:Iteration 17Q (9956.974261 sec): 3 clusters Score: Raw -1389362.305430 + Penalty 1841.649094 = -1387520.656336 nChanged 349 SP:Iteration 18Q (9957.053670 sec): 3 clusters Score: Raw -1389535.474679 + Penalty 1841.649094 = -1387693.825585 nChanged 338 SP:Iteration 19Q (9957.122704 sec): 3 clusters Score: Raw -1389710.910188 + Penalty 1841.649094 = -1387869.261094 nChanged 342 SP:Iteration 20F (9957.189471 sec): 3 clusters Score: Raw -1389896.110258 + Penalty 1841.649094 = -1388054.461163 nChanged 334 SP:Iteration 21Q (9957.247106 sec): 3 clusters Score: Raw -1390083.072159 + Penalty 1841.649094 = -1388241.423065 nChanged 300 SP:Iteration 22Q (9957.320943 sec): 3 clusters Score: Raw -1390244.430002 + Penalty 1841.649094 = -1388402.780907 nChanged 264 SP:Iteration 23Q (9957.388344 sec): 3 clusters Score: Raw -1390374.409496 + Penalty 1841.649094 = -1388532.760401 nChanged 204 SP:Iteration 24Q (9957.451223 sec): 3 clusters Score: Raw -1390463.059690 + Penalty 1841.649094 = -1388621.410596 nChanged 160 SP:Iteration 25Q (9957.514894 sec): 3 clusters Score: Raw -1390523.599819 + Penalty 1841.649094 = -1388681.950725 nChanged 139 SP:Iteration 26Q (9957.574242 sec): 3 clusters Score: Raw -1390570.782089 + Penalty 1841.649094 = -1388729.132994 nChanged 118 SP:Iteration 27Q (9957.640693 sec): 3 clusters Score: Raw -1390611.922619 + Penalty 1841.649094 = -1388770.273524 nChanged 113 SP:Iteration 28Q (9957.705983 sec): 3 clusters Score: Raw -1390643.289869 + Penalty 1841.649094 = -1388801.640775 nChanged 88 SP:Iteration 29Q (9957.772845 sec): 3 clusters Score: Raw -1390664.092228 + Penalty 1841.649094 = -1388822.443134 nChanged 75 SP:Iteration 30Q (9957.839524 sec): 3 clusters Score: Raw -1390682.932286 + Penalty 1841.649094 = -1388841.283192 nChanged 67 SP:Iteration 31Q (9957.904246 sec): 3 clusters Score: Raw -1390696.111576 + Penalty 1841.649094 = -1388854.462482 nChanged 57 SP:Iteration 32Q (9957.961019 sec): 3 clusters Score: Raw -1390706.032972 + Penalty 1841.649094 = -1388864.383877 nChanged 44 SP:Iteration 33Q (9958.034903 sec): 3 clusters Score: Raw -1390713.721136 + Penalty 1841.649094 = -1388872.072042 nChanged 34 SP:Iteration 34Q (9958.096551 sec): 3 clusters Score: Raw -1390719.441467 + Penalty 1841.649094 = -1388877.792373 nChanged 35 SP:Iteration 35Q (9958.158277 sec): 3 clusters Score: Raw -1390725.782162 + Penalty 1841.649094 = -1388884.133068 nChanged 27 SP:Iteration 36Q (9958.221109 sec): 3 clusters Score: Raw -1390729.883859 + Penalty 1841.649094 = -1388888.234765 nChanged 23 SP:Iteration 37Q (9958.277226 sec): 3 clusters Score: Raw -1390733.942186 + Penalty 1841.649094 = -1388892.293092 nChanged 25 SP:Iteration 38Q (9958.336826 sec): 3 clusters Score: Raw -1390737.305161 + Penalty 1841.649094 = -1388895.656067 nChanged 15 SP:Iteration 39Q (9958.398922 sec): 3 clusters Score: Raw -1390739.864752 + Penalty 1841.649094 = -1388898.215658 nChanged 18 SP:Iteration 40F (9958.469635 sec): 3 clusters Score: Raw -1390742.189497 + Penalty 1841.649094 = -1388900.540402 nChanged 17 SP:Iteration 41Q (9958.535788 sec): 3 clusters Score: Raw -1390744.172797 + Penalty 1841.649094 = -1388902.523703 nChanged 11 SP:Iteration 42Q (9958.600735 sec): 3 clusters Score: Raw -1390746.014741 + Penalty 1841.649094 = -1388904.365647 nChanged 12 SP:Iteration 43Q (9958.668762 sec): 3 clusters Score: Raw -1390747.655685 + Penalty 1841.649094 = -1388906.006591 nChanged 13 SP:Iteration 44Q (9958.726435 sec): 3 clusters Score: Raw -1390750.824706 + Penalty 1841.649094 = -1388909.175612 nChanged 16 SP:Iteration 45Q (9958.794012 sec): 3 clusters Score: Raw -1390753.154748 + Penalty 1841.649094 = -1388911.505654 nChanged 9 SP:Iteration 46Q (9958.866384 sec): 3 clusters Score: Raw -1390754.552657 + Penalty 1841.649094 = -1388912.903562 nChanged 12 SP:Iteration 47Q (9958.919508 sec): 3 clusters Score: Raw -1390756.306914 + Penalty 1841.649094 = -1388914.657820 nChanged 10 SP:Iteration 48Q (9958.977442 sec): 3 clusters Score: Raw -1390757.354351 + Penalty 1841.649094 = -1388915.705257 nChanged 8 SP:Iteration 49Q (9959.043311 sec): 3 clusters Score: Raw -1390758.297485 + Penalty 1841.649094 = -1388916.648390 nChanged 8 SP:Iteration 50Q (9959.098680 sec): 3 clusters Score: Raw -1390759.476753 + Penalty 1841.649094 = -1388917.827659 nChanged 10 SP:Iteration 51Q (9959.174996 sec): 3 clusters Score: Raw -1390760.583217 + Penalty 1841.649094 = -1388918.934123 nChanged 8 SP:Iteration 52Q (9959.230680 sec): 3 clusters Score: Raw -1390761.478624 + Penalty 1841.649094 = -1388919.829530 nChanged 7 SP:Iteration 53Q (9959.296483 sec): 3 clusters Score: Raw -1390762.205365 + Penalty 1841.649094 = -1388920.556271 nChanged 7 SP:Iteration 54Q (9959.362274 sec): 3 clusters Score: Raw -1390763.005171 + Penalty 1841.649094 = -1388921.356076 nChanged 7 SP:Iteration 55Q (9959.431522 sec): 3 clusters Score: Raw -1390763.673032 + Penalty 1841.649094 = -1388922.023938 nChanged 9 SP:Iteration 56Q (9959.496497 sec): 3 clusters Score: Raw -1390764.435753 + Penalty 1841.649094 = -1388922.786659 nChanged 5 SP:Iteration 57Q (9959.561429 sec): 3 clusters Score: Raw -1390764.804863 + Penalty 1841.649094 = -1388923.155769 nChanged 6 SP:Iteration 58Q (9959.625185 sec): 3 clusters Score: Raw -1390765.982621 + Penalty 1841.649094 = -1388924.333527 nChanged 11 SP:Iteration 59Q (9959.697677 sec): 3 clusters Score: Raw -1390767.400678 + Penalty 1841.649094 = -1388925.751583 nChanged 7 SP:Iteration 60F (9959.762296 sec): 3 clusters Score: Raw -1390768.043218 + Penalty 1841.649094 = -1388926.394124 nChanged 2 SP:Iteration 61Q (9959.827595 sec): 3 clusters Score: Raw -1390768.235517 + Penalty 1841.649094 = -1388926.586423 nChanged 2 SP:Iteration 62Q (9959.897679 sec): 3 clusters Score: Raw -1390768.475592 + Penalty 1841.649094 = -1388926.826498 nChanged 1 SP:Iteration 63Q (9959.948817 sec): 3 clusters Score: Raw -1390768.565070 + Penalty 1841.649094 = -1388926.915976 nChanged 0 SP:Iteration 64F (9960.017322 sec): 3 clusters Score: Raw -1390768.565070 + Penalty 1841.649094 = -1388926.915976 nChanged 0 Trying to split cluster 4 (17004 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9960.057442 sec): 2 clusters Score: Raw -1588003.171822 + Penalty 925.414370 = -1587077.757453 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9960.128177 sec): 3 clusters Score: Raw -1577432.463595 + Penalty 1850.828739 = -1575581.634856 nChanged 7816 SP:Iteration 1F (9960.204853 sec): 3 clusters Score: Raw -1581764.895875 + Penalty 1850.828739 = -1579914.067136 nChanged 767 SP:Iteration 2Q (9960.266373 sec): 3 clusters Score: Raw -1582023.162350 + Penalty 1850.828739 = -1580172.333611 nChanged 760 SP:Iteration 3Q (9960.335393 sec): 3 clusters Score: Raw -1582254.928523 + Penalty 1850.828739 = -1580404.099784 nChanged 709 SP:Iteration 4Q (9960.404442 sec): 3 clusters Score: Raw -1582492.477964 + Penalty 1850.828739 = -1580641.649225 nChanged 667 SP:Iteration 5Q (9960.473913 sec): 3 clusters Score: Raw -1582748.805783 + Penalty 1850.828739 = -1580897.977044 nChanged 681 SP:Iteration 6Q (9960.541080 sec): 3 clusters Score: Raw -1583038.762870 + Penalty 1850.828739 = -1581187.934131 nChanged 727 SP:Iteration 7Q (9960.611185 sec): 3 clusters Score: Raw -1583358.467747 + Penalty 1850.828739 = -1581507.639008 nChanged 798 SP:Iteration 8Q (9960.680223 sec): 3 clusters Score: Raw -1583809.715338 + Penalty 1850.828739 = -1581958.886599 nChanged 867 SP:Iteration 9F (9960.749355 sec): 3 clusters Score: Raw -1584387.195706 + Penalty 1850.828739 = -1582536.366967 nChanged 920 SP:Iteration 10F (9960.818128 sec): 3 clusters Score: Raw -1585010.079150 + Penalty 1850.828739 = -1583159.250411 nChanged 828 SP:Iteration 11Q (9960.887744 sec): 3 clusters Score: Raw -1585488.842843 + Penalty 1850.828739 = -1583638.014104 nChanged 595 SP:Iteration 12Q (9960.955859 sec): 3 clusters Score: Raw -1585718.695330 + Penalty 1850.828739 = -1583867.866591 nChanged 379 SP:Iteration 13Q (9961.024901 sec): 3 clusters Score: Raw -1585823.577449 + Penalty 1850.828739 = -1583972.748710 nChanged 254 SP:Iteration 14Q (9961.096273 sec): 3 clusters Score: Raw -1585886.021172 + Penalty 1850.828739 = -1584035.192433 nChanged 212 SP:Iteration 15Q (9961.161380 sec): 3 clusters Score: Raw -1585938.793612 + Penalty 1850.828739 = -1584087.964873 nChanged 220 SP:Iteration 16Q (9961.229916 sec): 3 clusters Score: Raw -1586003.369502 + Penalty 1850.828739 = -1584152.540763 nChanged 236 SP:Iteration 17Q (9961.298216 sec): 3 clusters Score: Raw -1586073.827684 + Penalty 1850.828739 = -1584222.998945 nChanged 195 SP:Iteration 18Q (9961.366947 sec): 3 clusters Score: Raw -1586133.600063 + Penalty 1850.828739 = -1584282.771324 nChanged 220 SP:Iteration 19Q (9961.434866 sec): 3 clusters Score: Raw -1586196.203090 + Penalty 1850.828739 = -1584345.374351 nChanged 210 SP:Iteration 20F (9961.505694 sec): 3 clusters Score: Raw -1586249.942544 + Penalty 1850.828739 = -1584399.113805 nChanged 206 SP:Iteration 21Q (9961.576981 sec): 3 clusters Score: Raw -1586303.174405 + Penalty 1850.828739 = -1584452.345666 nChanged 190 SP:Iteration 22Q (9961.640811 sec): 3 clusters Score: Raw -1586348.212351 + Penalty 1850.828739 = -1584497.383612 nChanged 167 SP:Iteration 23Q (9961.703371 sec): 3 clusters Score: Raw -1586390.304342 + Penalty 1850.828739 = -1584539.475603 nChanged 171 SP:Iteration 24Q (9961.771580 sec): 3 clusters Score: Raw -1586435.392611 + Penalty 1850.828739 = -1584584.563872 nChanged 158 SP:Iteration 25Q (9961.841878 sec): 3 clusters Score: Raw -1586480.800121 + Penalty 1850.828739 = -1584629.971382 nChanged 152 SP:Iteration 26Q (9961.910843 sec): 3 clusters Score: Raw -1586517.099397 + Penalty 1850.828739 = -1584666.270658 nChanged 155 SP:Iteration 27Q (9961.966044 sec): 3 clusters Score: Raw -1586556.258778 + Penalty 1850.828739 = -1584705.430039 nChanged 163 SP:Iteration 28Q (9962.038914 sec): 3 clusters Score: Raw -1586593.798898 + Penalty 1850.828739 = -1584742.970159 nChanged 156 SP:Iteration 29Q (9962.099820 sec): 3 clusters Score: Raw -1586630.918566 + Penalty 1850.828739 = -1584780.089827 nChanged 168 SP:Iteration 30Q (9962.169059 sec): 3 clusters Score: Raw -1586666.853518 + Penalty 1850.828739 = -1584816.024779 nChanged 136 SP:Iteration 31Q (9962.236359 sec): 3 clusters Score: Raw -1586694.118339 + Penalty 1850.828739 = -1584843.289600 nChanged 119 SP:Iteration 32Q (9962.306488 sec): 3 clusters Score: Raw -1586717.976822 + Penalty 1850.828739 = -1584867.148083 nChanged 133 SP:Iteration 33Q (9962.374369 sec): 3 clusters Score: Raw -1586745.797490 + Penalty 1850.828739 = -1584894.968751 nChanged 130 SP:Iteration 34Q (9962.445856 sec): 3 clusters Score: Raw -1586771.969817 + Penalty 1850.828739 = -1584921.141078 nChanged 117 SP:Iteration 35Q (9962.524250 sec): 3 clusters Score: Raw -1586796.667518 + Penalty 1850.828739 = -1584945.838779 nChanged 126 SP:Iteration 36Q (9962.594755 sec): 3 clusters Score: Raw -1586821.434448 + Penalty 1850.828739 = -1584970.605709 nChanged 120 SP:Iteration 37Q (9962.655699 sec): 3 clusters Score: Raw -1586845.063240 + Penalty 1850.828739 = -1584994.234501 nChanged 129 SP:Iteration 38Q (9962.732271 sec): 3 clusters Score: Raw -1586873.451735 + Penalty 1850.828739 = -1585022.622996 nChanged 122 SP:Iteration 39Q (9962.805584 sec): 3 clusters Score: Raw -1586898.226548 + Penalty 1850.828739 = -1585047.397809 nChanged 107 SP:Iteration 40F (9962.869057 sec): 3 clusters Score: Raw -1586917.345402 + Penalty 1850.828739 = -1585066.516663 nChanged 106 SP:Iteration 41Q (9962.899163 sec): 3 clusters Score: Raw -1586935.511827 + Penalty 1850.828739 = -1585084.683088 nChanged 102 SP:Iteration 42Q (9962.968627 sec): 3 clusters Score: Raw -1586953.240937 + Penalty 1850.828739 = -1585102.412198 nChanged 105 SP:Iteration 43Q (9963.047809 sec): 3 clusters Score: Raw -1586974.047665 + Penalty 1850.828739 = -1585123.218926 nChanged 105 SP:Iteration 44Q (9963.117291 sec): 3 clusters Score: Raw -1586994.639964 + Penalty 1850.828739 = -1585143.811225 nChanged 101 SP:Iteration 45Q (9963.178299 sec): 3 clusters Score: Raw -1587010.328542 + Penalty 1850.828739 = -1585159.499803 nChanged 92 SP:Iteration 46Q (9963.242210 sec): 3 clusters Score: Raw -1587023.498940 + Penalty 1850.828739 = -1585172.670201 nChanged 94 SP:Iteration 47Q (9963.307941 sec): 3 clusters Score: Raw -1587037.998035 + Penalty 1850.828739 = -1585187.169296 nChanged 85 SP:Iteration 48Q (9963.376377 sec): 3 clusters Score: Raw -1587053.395811 + Penalty 1850.828739 = -1585202.567072 nChanged 99 SP:Iteration 49Q (9963.431350 sec): 3 clusters Score: Raw -1587074.458087 + Penalty 1850.828739 = -1585223.629348 nChanged 105 SP:Iteration 50Q (9963.505920 sec): 3 clusters Score: Raw -1587093.905884 + Penalty 1850.828739 = -1585243.077145 nChanged 97 SP:Iteration 51Q (9963.578004 sec): 3 clusters Score: Raw -1587112.224488 + Penalty 1850.828739 = -1585261.395749 nChanged 96 SP:Iteration 52Q (9963.637121 sec): 3 clusters Score: Raw -1587129.170075 + Penalty 1850.828739 = -1585278.341336 nChanged 87 SP:Iteration 53Q (9963.705031 sec): 3 clusters Score: Raw -1587144.951890 + Penalty 1850.828739 = -1585294.123151 nChanged 94 SP:Iteration 54Q (9963.763496 sec): 3 clusters Score: Raw -1587164.522914 + Penalty 1850.828739 = -1585313.694175 nChanged 100 SP:Iteration 55Q (9963.829412 sec): 3 clusters Score: Raw -1587184.544348 + Penalty 1850.828739 = -1585333.715609 nChanged 108 SP:Iteration 56Q (9963.895864 sec): 3 clusters Score: Raw -1587205.903082 + Penalty 1850.828739 = -1585355.074343 nChanged 109 SP:Iteration 57Q (9963.952386 sec): 3 clusters Score: Raw -1587224.266554 + Penalty 1850.828739 = -1585373.437815 nChanged 81 SP:Iteration 58Q (9964.009704 sec): 3 clusters Score: Raw -1587236.625748 + Penalty 1850.828739 = -1585385.797009 nChanged 70 SP:Iteration 59Q (9964.081307 sec): 3 clusters Score: Raw -1587246.811820 + Penalty 1850.828739 = -1585395.983081 nChanged 66 SP:Iteration 60F (9964.146933 sec): 3 clusters Score: Raw -1587257.698052 + Penalty 1850.828739 = -1585406.869313 nChanged 77 SP:Iteration 61Q (9964.215060 sec): 3 clusters Score: Raw -1587270.114235 + Penalty 1850.828739 = -1585419.285496 nChanged 75 SP:Iteration 62Q (9964.283700 sec): 3 clusters Score: Raw -1587282.330922 + Penalty 1850.828739 = -1585431.502183 nChanged 76 SP:Iteration 63Q (9964.338976 sec): 3 clusters Score: Raw -1587294.232571 + Penalty 1850.828739 = -1585443.403832 nChanged 71 SP:Iteration 64Q (9964.404036 sec): 3 clusters Score: Raw -1587308.080935 + Penalty 1850.828739 = -1585457.252196 nChanged 74 SP:Iteration 65Q (9964.468426 sec): 3 clusters Score: Raw -1587322.513573 + Penalty 1850.828739 = -1585471.684834 nChanged 64 SP:Iteration 66Q (9964.523178 sec): 3 clusters Score: Raw -1587333.515363 + Penalty 1850.828739 = -1585482.686624 nChanged 62 SP:Iteration 67Q (9964.595037 sec): 3 clusters Score: Raw -1587343.634188 + Penalty 1850.828739 = -1585492.805449 nChanged 57 SP:Iteration 68Q (9964.661148 sec): 3 clusters Score: Raw -1587352.686661 + Penalty 1850.828739 = -1585501.857922 nChanged 63 SP:Iteration 69Q (9964.725056 sec): 3 clusters Score: Raw -1587362.591994 + Penalty 1850.828739 = -1585511.763255 nChanged 61 SP:Iteration 70Q (9964.788293 sec): 3 clusters Score: Raw -1587372.372408 + Penalty 1850.828739 = -1585521.543669 nChanged 58 SP:Iteration 71Q (9964.848780 sec): 3 clusters Score: Raw -1587380.638041 + Penalty 1850.828739 = -1585529.809302 nChanged 53 SP:Iteration 72Q (9964.908170 sec): 3 clusters Score: Raw -1587387.379997 + Penalty 1850.828739 = -1585536.551258 nChanged 46 SP:Iteration 73Q (9964.976773 sec): 3 clusters Score: Raw -1587393.162987 + Penalty 1850.828739 = -1585542.334248 nChanged 57 SP:Iteration 74Q (9965.039779 sec): 3 clusters Score: Raw -1587400.237760 + Penalty 1850.828739 = -1585549.409021 nChanged 47 SP:Iteration 75Q (9965.105285 sec): 3 clusters Score: Raw -1587407.148512 + Penalty 1850.828739 = -1585556.319773 nChanged 55 SP:Iteration 76Q (9965.177363 sec): 3 clusters Score: Raw -1587414.183136 + Penalty 1850.828739 = -1585563.354397 nChanged 50 SP:Iteration 77Q (9965.232199 sec): 3 clusters Score: Raw -1587421.890336 + Penalty 1850.828739 = -1585571.061597 nChanged 52 SP:Iteration 78Q (9965.306452 sec): 3 clusters Score: Raw -1587429.444050 + Penalty 1850.828739 = -1585578.615311 nChanged 56 SP:Iteration 79Q (9965.364226 sec): 3 clusters Score: Raw -1587437.639666 + Penalty 1850.828739 = -1585586.810927 nChanged 61 SP:Iteration 80F (9965.439689 sec): 3 clusters Score: Raw -1587447.426015 + Penalty 1850.828739 = -1585596.597276 nChanged 62 SP:Iteration 81Q (9965.504592 sec): 3 clusters Score: Raw -1587457.845128 + Penalty 1850.828739 = -1585607.016389 nChanged 62 SP:Iteration 82Q (9965.570507 sec): 3 clusters Score: Raw -1587469.929481 + Penalty 1850.828739 = -1585619.100742 nChanged 65 SP:Iteration 83Q (9965.637850 sec): 3 clusters Score: Raw -1587482.736903 + Penalty 1850.828739 = -1585631.908164 nChanged 71 SP:Iteration 84Q (9965.695165 sec): 3 clusters Score: Raw -1587495.110214 + Penalty 1850.828739 = -1585644.281475 nChanged 66 SP:Iteration 85Q (9965.765275 sec): 3 clusters Score: Raw -1587506.338771 + Penalty 1850.828739 = -1585655.510032 nChanged 50 SP:Iteration 86Q (9965.831171 sec): 3 clusters Score: Raw -1587514.523444 + Penalty 1850.828739 = -1585663.694705 nChanged 41 SP:Iteration 87Q (9965.890088 sec): 3 clusters Score: Raw -1587521.542588 + Penalty 1850.828739 = -1585670.713849 nChanged 46 SP:Iteration 88Q (9965.952313 sec): 3 clusters Score: Raw -1587529.184713 + Penalty 1850.828739 = -1585678.355974 nChanged 55 SP:Iteration 89Q (9966.022574 sec): 3 clusters Score: Raw -1587537.742144 + Penalty 1850.828739 = -1585686.913405 nChanged 41 SP:Iteration 90Q (9966.087728 sec): 3 clusters Score: Raw -1587545.131474 + Penalty 1850.828739 = -1585694.302735 nChanged 53 SP:Iteration 91Q (9966.140293 sec): 3 clusters Score: Raw -1587556.659864 + Penalty 1850.828739 = -1585705.831125 nChanged 58 SP:Iteration 92Q (9966.206909 sec): 3 clusters Score: Raw -1587570.553051 + Penalty 1850.828739 = -1585719.724312 nChanged 63 SP:Iteration 93Q (9966.261414 sec): 3 clusters Score: Raw -1587581.977951 + Penalty 1850.828739 = -1585731.149212 nChanged 56 SP:Iteration 94Q (9966.333474 sec): 3 clusters Score: Raw -1587591.549279 + Penalty 1850.828739 = -1585740.720540 nChanged 51 SP:Iteration 95Q (9966.391136 sec): 3 clusters Score: Raw -1587603.232392 + Penalty 1850.828739 = -1585752.403653 nChanged 59 SP:Iteration 96Q (9966.461514 sec): 3 clusters Score: Raw -1587618.154664 + Penalty 1850.828739 = -1585767.325925 nChanged 68 SP:Iteration 97Q (9966.522912 sec): 3 clusters Score: Raw -1587636.140700 + Penalty 1850.828739 = -1585785.311961 nChanged 69 SP:Iteration 98Q (9966.599225 sec): 3 clusters Score: Raw -1587655.877433 + Penalty 1850.828739 = -1585805.048694 nChanged 73 SP:Iteration 99Q (9966.665621 sec): 3 clusters Score: Raw -1587677.906736 + Penalty 1850.828739 = -1585827.077997 nChanged 84 SP:Iteration 100F (9966.729948 sec): 3 clusters Score: Raw -1587709.945593 + Penalty 1850.828739 = -1585859.116854 nChanged 72 SP:Iteration 101Q (9966.790339 sec): 3 clusters Score: Raw -1587737.430648 + Penalty 1850.828739 = -1585886.601909 nChanged 77 SP:Iteration 102Q (9966.851660 sec): 3 clusters Score: Raw -1587770.263901 + Penalty 1850.828739 = -1585919.435162 nChanged 74 SP:Iteration 103Q (9966.912615 sec): 3 clusters Score: Raw -1587800.561895 + Penalty 1850.828739 = -1585949.733156 nChanged 75 SP:Iteration 104Q (9966.978301 sec): 3 clusters Score: Raw -1587831.307527 + Penalty 1850.828739 = -1585980.478788 nChanged 72 SP:Iteration 105Q (9967.041647 sec): 3 clusters Score: Raw -1587861.648151 + Penalty 1850.828739 = -1586010.819412 nChanged 69 SP:Iteration 106Q (9967.091504 sec): 3 clusters Score: Raw -1587889.479738 + Penalty 1850.828739 = -1586038.650999 nChanged 69 SP:Iteration 107Q (9967.167043 sec): 3 clusters Score: Raw -1587912.405710 + Penalty 1850.828739 = -1586061.576971 nChanged 61 SP:Iteration 108Q (9967.230931 sec): 3 clusters Score: Raw -1587929.235330 + Penalty 1850.828739 = -1586078.406591 nChanged 60 SP:Iteration 109Q (9967.288861 sec): 3 clusters Score: Raw -1587944.635831 + Penalty 1850.828739 = -1586093.807092 nChanged 48 SP:Iteration 110Q (9967.351131 sec): 3 clusters Score: Raw -1587957.845317 + Penalty 1850.828739 = -1586107.016578 nChanged 50 SP:Iteration 111Q (9967.417692 sec): 3 clusters Score: Raw -1587970.840820 + Penalty 1850.828739 = -1586120.012081 nChanged 47 SP:Iteration 112Q (9967.476625 sec): 3 clusters Score: Raw -1587985.100553 + Penalty 1850.828739 = -1586134.271814 nChanged 58 SP:Iteration 113Q (9967.542689 sec): 3 clusters Score: Raw -1588001.199505 + Penalty 1850.828739 = -1586150.370766 nChanged 32 SP:Iteration 114Q (9967.608778 sec): 3 clusters Score: Raw -1588008.617249 + Penalty 1850.828739 = -1586157.788510 nChanged 35 SP:Iteration 115Q (9967.674899 sec): 3 clusters Score: Raw -1588018.823549 + Penalty 1850.828739 = -1586167.994810 nChanged 32 SP:Iteration 116Q (9967.740520 sec): 3 clusters Score: Raw -1588028.103577 + Penalty 1850.828739 = -1586177.274838 nChanged 31 SP:Iteration 117Q (9967.792255 sec): 3 clusters Score: Raw -1588035.712543 + Penalty 1850.828739 = -1586184.883804 nChanged 23 SP:Iteration 118Q (9967.856372 sec): 3 clusters Score: Raw -1588040.302969 + Penalty 1850.828739 = -1586189.474230 nChanged 21 SP:Iteration 119Q (9967.920022 sec): 3 clusters Score: Raw -1588044.946991 + Penalty 1850.828739 = -1586194.118252 nChanged 20 SP:Iteration 120F (9967.989205 sec): 3 clusters Score: Raw -1588048.767964 + Penalty 1850.828739 = -1586197.939225 nChanged 18 SP:Iteration 121Q (9968.059378 sec): 3 clusters Score: Raw -1588052.092698 + Penalty 1850.828739 = -1586201.263959 nChanged 22 SP:Iteration 122Q (9968.129134 sec): 3 clusters Score: Raw -1588056.806432 + Penalty 1850.828739 = -1586205.977693 nChanged 26 SP:Iteration 123Q (9968.190899 sec): 3 clusters Score: Raw -1588063.445098 + Penalty 1850.828739 = -1586212.616359 nChanged 31 SP:Iteration 124Q (9968.244817 sec): 3 clusters Score: Raw -1588070.579425 + Penalty 1850.828739 = -1586219.750686 nChanged 24 SP:Iteration 125Q (9968.310509 sec): 3 clusters Score: Raw -1588076.541665 + Penalty 1850.828739 = -1586225.712926 nChanged 22 SP:Iteration 126Q (9968.384792 sec): 3 clusters Score: Raw -1588082.649784 + Penalty 1850.828739 = -1586231.821045 nChanged 22 SP:Iteration 127Q (9968.439965 sec): 3 clusters Score: Raw -1588088.265224 + Penalty 1850.828739 = -1586237.436485 nChanged 21 SP:Iteration 128Q (9968.505397 sec): 3 clusters Score: Raw -1588094.288777 + Penalty 1850.828739 = -1586243.460038 nChanged 23 SP:Iteration 129Q (9968.571065 sec): 3 clusters Score: Raw -1588099.622953 + Penalty 1850.828739 = -1586248.794214 nChanged 14 SP:Iteration 130Q (9968.636099 sec): 3 clusters Score: Raw -1588104.458127 + Penalty 1850.828739 = -1586253.629388 nChanged 18 SP:Iteration 131Q (9968.700912 sec): 3 clusters Score: Raw -1588110.140187 + Penalty 1850.828739 = -1586259.311448 nChanged 18 SP:Iteration 132Q (9968.765769 sec): 3 clusters Score: Raw -1588114.584010 + Penalty 1850.828739 = -1586263.755271 nChanged 15 SP:Iteration 133Q (9968.830321 sec): 3 clusters Score: Raw -1588118.196472 + Penalty 1850.828739 = -1586267.367733 nChanged 18 SP:Iteration 134Q (9968.895822 sec): 3 clusters Score: Raw -1588122.517940 + Penalty 1850.828739 = -1586271.689201 nChanged 15 SP:Iteration 135Q (9968.956964 sec): 3 clusters Score: Raw -1588126.511854 + Penalty 1850.828739 = -1586275.683115 nChanged 12 SP:Iteration 136Q (9969.014383 sec): 3 clusters Score: Raw -1588129.944172 + Penalty 1850.828739 = -1586279.115433 nChanged 18 SP:Iteration 137Q (9969.079033 sec): 3 clusters Score: Raw -1588134.581599 + Penalty 1850.828739 = -1586283.752860 nChanged 10 SP:Iteration 138Q (9969.144388 sec): 3 clusters Score: Raw -1588137.480116 + Penalty 1850.828739 = -1586286.651377 nChanged 11 SP:Iteration 139Q (9969.202735 sec): 3 clusters Score: Raw -1588139.734546 + Penalty 1850.828739 = -1586288.905807 nChanged 7 SP:Iteration 140F (9969.271670 sec): 3 clusters Score: Raw -1588140.964542 + Penalty 1850.828739 = -1586290.135803 nChanged 7 SP:Iteration 141Q (9969.336412 sec): 3 clusters Score: Raw -1588142.133283 + Penalty 1850.828739 = -1586291.304544 nChanged 6 SP:Iteration 142Q (9969.401644 sec): 3 clusters Score: Raw -1588143.556376 + Penalty 1850.828739 = -1586292.727637 nChanged 8 SP:Iteration 143Q (9969.466514 sec): 3 clusters Score: Raw -1588145.160987 + Penalty 1850.828739 = -1586294.332248 nChanged 2 SP:Iteration 144Q (9969.531548 sec): 3 clusters Score: Raw -1588145.558382 + Penalty 1850.828739 = -1586294.729643 nChanged 3 SP:Iteration 145Q (9969.586859 sec): 3 clusters Score: Raw -1588146.432271 + Penalty 1850.828739 = -1586295.603532 nChanged 4 SP:Iteration 146Q (9969.651356 sec): 3 clusters Score: Raw -1588147.599131 + Penalty 1850.828739 = -1586296.770392 nChanged 3 SP:Iteration 147Q (9969.721259 sec): 3 clusters Score: Raw -1588148.165099 + Penalty 1850.828739 = -1586297.336360 nChanged 2 SP:Iteration 148Q (9969.773081 sec): 3 clusters Score: Raw -1588148.537557 + Penalty 1850.828739 = -1586297.708818 nChanged 1 SP:Iteration 149Q (9969.830657 sec): 3 clusters Score: Raw -1588148.825993 + Penalty 1850.828739 = -1586297.997254 nChanged 1 SP:Iteration 150Q (9969.897563 sec): 3 clusters Score: Raw -1588149.077493 + Penalty 1850.828739 = -1586298.248754 nChanged 2 SP:Iteration 151Q (9969.972061 sec): 3 clusters Score: Raw -1588149.477032 + Penalty 1850.828739 = -1586298.648293 nChanged 1 SP:Iteration 152Q (9970.024279 sec): 3 clusters Score: Raw -1588149.792256 + Penalty 1850.828739 = -1586298.963517 nChanged 2 SP:Iteration 153Q (9970.075179 sec): 3 clusters Score: Raw -1588149.940956 + Penalty 1850.828739 = -1586299.112217 nChanged 1 SP:Iteration 154Q (9970.142353 sec): 3 clusters Score: Raw -1588149.999624 + Penalty 1850.828739 = -1586299.170885 nChanged 0 SP:Iteration 155F (9970.210794 sec): 3 clusters Score: Raw -1588149.999624 + Penalty 1850.828739 = -1586299.170885 nChanged 0 Trying to split cluster 5 (15071 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9970.251059 sec): 2 clusters Score: Raw -1276459.749119 + Penalty 913.950126 = -1275545.798992 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9970.314621 sec): 3 clusters Score: Raw -1267167.652891 + Penalty 1827.900253 = -1265339.752638 nChanged 6905 SP:Iteration 1F (9970.377020 sec): 3 clusters Score: Raw -1271639.089245 + Penalty 1827.900253 = -1269811.188992 nChanged 1218 SP:Iteration 2F (9970.438194 sec): 3 clusters Score: Raw -1272414.273296 + Penalty 1827.900253 = -1270586.373043 nChanged 1179 SP:Iteration 3F (9970.494231 sec): 3 clusters Score: Raw -1273196.651199 + Penalty 1827.900253 = -1271368.750947 nChanged 1155 SP:Iteration 4F (9970.559813 sec): 3 clusters Score: Raw -1274040.628432 + Penalty 1827.900253 = -1272212.728179 nChanged 1001 SP:Iteration 5F (9970.634901 sec): 3 clusters Score: Raw -1274851.014021 + Penalty 1827.900253 = -1273023.113769 nChanged 786 SP:Iteration 6F (9970.703024 sec): 3 clusters Score: Raw -1275582.645266 + Penalty 1827.900253 = -1273754.745014 nChanged 569 SP:Iteration 7Q (9970.762319 sec): 3 clusters Score: Raw -1276140.875118 + Penalty 1827.900253 = -1274312.974865 nChanged 384 SP:Iteration 8Q (9970.828107 sec): 3 clusters Score: Raw -1276479.292905 + Penalty 1827.900253 = -1274651.392652 nChanged 253 SP:Iteration 9Q (9970.890256 sec): 3 clusters Score: Raw -1276633.413083 + Penalty 1827.900253 = -1274805.512830 nChanged 166 SP:Iteration 10Q (9970.957392 sec): 3 clusters Score: Raw -1276715.268074 + Penalty 1827.900253 = -1274887.367822 nChanged 108 SP:Iteration 11Q (9971.025451 sec): 3 clusters Score: Raw -1276764.594745 + Penalty 1827.900253 = -1274936.694492 nChanged 96 SP:Iteration 12Q (9971.101828 sec): 3 clusters Score: Raw -1276805.775509 + Penalty 1827.900253 = -1274977.875256 nChanged 86 SP:Iteration 13Q (9971.166211 sec): 3 clusters Score: Raw -1276839.372299 + Penalty 1827.900253 = -1275011.472047 nChanged 75 SP:Iteration 14Q (9971.219150 sec): 3 clusters Score: Raw -1276866.468315 + Penalty 1827.900253 = -1275038.568062 nChanged 63 SP:Iteration 15Q (9971.290706 sec): 3 clusters Score: Raw -1276884.848204 + Penalty 1827.900253 = -1275056.947951 nChanged 38 SP:Iteration 16Q (9971.346051 sec): 3 clusters Score: Raw -1276894.413651 + Penalty 1827.900253 = -1275066.513398 nChanged 35 SP:Iteration 17Q (9971.411612 sec): 3 clusters Score: Raw -1276902.783463 + Penalty 1827.900253 = -1275074.883210 nChanged 36 SP:Iteration 18Q (9971.460790 sec): 3 clusters Score: Raw -1276911.923231 + Penalty 1827.900253 = -1275084.022979 nChanged 29 SP:Iteration 19Q (9971.532715 sec): 3 clusters Score: Raw -1276918.927633 + Penalty 1827.900253 = -1275091.027380 nChanged 26 SP:Iteration 20F (9971.587811 sec): 3 clusters Score: Raw -1276925.150368 + Penalty 1827.900253 = -1275097.250116 nChanged 21 SP:Iteration 21Q (9971.655742 sec): 3 clusters Score: Raw -1276932.124028 + Penalty 1827.900253 = -1275104.223775 nChanged 25 SP:Iteration 22Q (9971.706673 sec): 3 clusters Score: Raw -1276939.588469 + Penalty 1827.900253 = -1275111.688217 nChanged 18 SP:Iteration 23Q (9971.778052 sec): 3 clusters Score: Raw -1276944.408309 + Penalty 1827.900253 = -1275116.508056 nChanged 22 SP:Iteration 24Q (9971.839401 sec): 3 clusters Score: Raw -1276950.974011 + Penalty 1827.900253 = -1275123.073758 nChanged 28 SP:Iteration 25Q (9971.902418 sec): 3 clusters Score: Raw -1276960.751192 + Penalty 1827.900253 = -1275132.850939 nChanged 15 SP:Iteration 26Q (9971.965926 sec): 3 clusters Score: Raw -1276965.534006 + Penalty 1827.900253 = -1275137.633754 nChanged 14 SP:Iteration 27Q (9972.025685 sec): 3 clusters Score: Raw -1276969.008195 + Penalty 1827.900253 = -1275141.107942 nChanged 9 SP:Iteration 28Q (9972.088602 sec): 3 clusters Score: Raw -1276971.074569 + Penalty 1827.900253 = -1275143.174316 nChanged 8 SP:Iteration 29Q (9972.140187 sec): 3 clusters Score: Raw -1276973.718319 + Penalty 1827.900253 = -1275145.818066 nChanged 7 SP:Iteration 30Q (9972.210863 sec): 3 clusters Score: Raw -1276975.161327 + Penalty 1827.900253 = -1275147.261075 nChanged 9 SP:Iteration 31Q (9972.274367 sec): 3 clusters Score: Raw -1276977.010787 + Penalty 1827.900253 = -1275149.110534 nChanged 7 SP:Iteration 32Q (9972.327669 sec): 3 clusters Score: Raw -1276978.059332 + Penalty 1827.900253 = -1275150.159079 nChanged 4 SP:Iteration 33Q (9972.398626 sec): 3 clusters Score: Raw -1276978.497537 + Penalty 1827.900253 = -1275150.597284 nChanged 2 SP:Iteration 34Q (9972.460694 sec): 3 clusters Score: Raw -1276978.942310 + Penalty 1827.900253 = -1275151.042057 nChanged 1 SP:Iteration 35Q (9972.512469 sec): 3 clusters Score: Raw -1276979.164902 + Penalty 1827.900253 = -1275151.264649 nChanged 1 SP:Iteration 36Q (9972.578875 sec): 3 clusters Score: Raw -1276979.356682 + Penalty 1827.900253 = -1275151.456429 nChanged 1 SP:Iteration 37Q (9972.635002 sec): 3 clusters Score: Raw -1276979.421247 + Penalty 1827.900253 = -1275151.520994 nChanged 0 SP:Iteration 38F (9972.709050 sec): 3 clusters Score: Raw -1276979.421247 + Penalty 1827.900253 = -1275151.520994 nChanged 0 Trying to split cluster 6 (5518 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9972.740783 sec): 2 clusters Score: Raw -509333.746001 + Penalty 818.498222 = -508515.247779 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9972.789894 sec): 3 clusters Score: Raw -506263.837091 + Penalty 1636.996443 = -504626.840647 nChanged 2338 SP:Iteration 1F (9972.833308 sec): 3 clusters Score: Raw -507679.092345 + Penalty 1636.996443 = -506042.095902 nChanged 395 SP:Iteration 2F (9972.886279 sec): 3 clusters Score: Raw -507917.420120 + Penalty 1636.996443 = -506280.423677 nChanged 324 SP:Iteration 3F (9972.951434 sec): 3 clusters Score: Raw -508128.528234 + Penalty 1636.996443 = -506491.531791 nChanged 320 SP:Iteration 4F (9973.002704 sec): 3 clusters Score: Raw -508351.477109 + Penalty 1636.996443 = -506714.480666 nChanged 310 SP:Iteration 5F (9973.043144 sec): 3 clusters Score: Raw -508607.638791 + Penalty 1636.996443 = -506970.642348 nChanged 329 SP:Iteration 6F (9973.105024 sec): 3 clusters Score: Raw -508858.367237 + Penalty 1636.996443 = -507221.370794 nChanged 283 SP:Iteration 7F (9973.156998 sec): 3 clusters Score: Raw -509053.339000 + Penalty 1636.996443 = -507416.342556 nChanged 233 SP:Iteration 8Q (9973.210089 sec): 3 clusters Score: Raw -509215.123403 + Penalty 1636.996443 = -507578.126960 nChanged 201 SP:Iteration 9Q (9973.265756 sec): 3 clusters Score: Raw -509369.430974 + Penalty 1636.996443 = -507732.434530 nChanged 180 SP:Iteration 10Q (9973.310163 sec): 3 clusters Score: Raw -509497.484469 + Penalty 1636.996443 = -507860.488025 nChanged 158 SP:Iteration 11Q (9973.359458 sec): 3 clusters Score: Raw -509603.913340 + Penalty 1636.996443 = -507966.916896 nChanged 137 SP:Iteration 12Q (9973.420602 sec): 3 clusters Score: Raw -509681.445341 + Penalty 1636.996443 = -508044.448897 nChanged 94 SP:Iteration 13Q (9973.469758 sec): 3 clusters Score: Raw -509728.926775 + Penalty 1636.996443 = -508091.930332 nChanged 76 SP:Iteration 14Q (9973.513884 sec): 3 clusters Score: Raw -509759.718120 + Penalty 1636.996443 = -508122.721677 nChanged 46 SP:Iteration 15Q (9973.572161 sec): 3 clusters Score: Raw -509771.501768 + Penalty 1636.996443 = -508134.505324 nChanged 38 SP:Iteration 16Q (9973.623321 sec): 3 clusters Score: Raw -509781.270232 + Penalty 1636.996443 = -508144.273789 nChanged 33 SP:Iteration 17Q (9973.675263 sec): 3 clusters Score: Raw -509789.737393 + Penalty 1636.996443 = -508152.740949 nChanged 21 SP:Iteration 18Q (9973.716778 sec): 3 clusters Score: Raw -509794.151609 + Penalty 1636.996443 = -508157.155165 nChanged 14 SP:Iteration 19Q (9973.778323 sec): 3 clusters Score: Raw -509797.092347 + Penalty 1636.996443 = -508160.095903 nChanged 13 SP:Iteration 20F (9973.827453 sec): 3 clusters Score: Raw -509799.775926 + Penalty 1636.996443 = -508162.779483 nChanged 18 SP:Iteration 21Q (9973.866353 sec): 3 clusters Score: Raw -509803.354869 + Penalty 1636.996443 = -508166.358425 nChanged 14 SP:Iteration 22Q (9973.926393 sec): 3 clusters Score: Raw -509805.436340 + Penalty 1636.996443 = -508168.439897 nChanged 7 SP:Iteration 23Q (9973.975533 sec): 3 clusters Score: Raw -509806.682982 + Penalty 1636.996443 = -508169.686538 nChanged 7 SP:Iteration 24Q (9974.022881 sec): 3 clusters Score: Raw -509807.769845 + Penalty 1636.996443 = -508170.773402 nChanged 3 SP:Iteration 25Q (9974.063238 sec): 3 clusters Score: Raw -509808.012183 + Penalty 1636.996443 = -508171.015739 nChanged 3 SP:Iteration 26Q (9974.122044 sec): 3 clusters Score: Raw -509808.222561 + Penalty 1636.996443 = -508171.226117 nChanged 2 SP:Iteration 27Q (9974.168679 sec): 3 clusters Score: Raw -509808.413905 + Penalty 1636.996443 = -508171.417462 nChanged 2 SP:Iteration 28Q (9974.198799 sec): 3 clusters Score: Raw -509808.545121 + Penalty 1636.996443 = -508171.548678 nChanged 3 SP:Iteration 29Q (9974.247722 sec): 3 clusters Score: Raw -509808.968885 + Penalty 1636.996443 = -508171.972442 nChanged 1 SP:Iteration 30Q (9974.295001 sec): 3 clusters Score: Raw -509809.057676 + Penalty 1636.996443 = -508172.061232 nChanged 0 SP:Iteration 31F (9974.347333 sec): 3 clusters Score: Raw -509809.057676 + Penalty 1636.996443 = -508172.061232 nChanged 0 Trying to split cluster 7 (22628 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9974.397525 sec): 2 clusters Score: Raw -2138605.133802 + Penalty 952.559619 = -2137652.574183 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9974.473629 sec): 3 clusters Score: Raw -2124514.649871 + Penalty 1905.119238 = -2122609.530633 nChanged 10498 SP:Iteration 1F (9974.550005 sec): 3 clusters Score: Raw -2130295.022834 + Penalty 1905.119238 = -2128389.903596 nChanged 1081 SP:Iteration 2Q (9974.622982 sec): 3 clusters Score: Raw -2130642.775636 + Penalty 1905.119238 = -2128737.656399 nChanged 1016 SP:Iteration 3Q (9974.695247 sec): 3 clusters Score: Raw -2131009.675297 + Penalty 1905.119238 = -2129104.556059 nChanged 1023 SP:Iteration 4Q (9974.769902 sec): 3 clusters Score: Raw -2131483.811473 + Penalty 1905.119238 = -2129578.692235 nChanged 1161 SP:Iteration 5F (9974.844691 sec): 3 clusters Score: Raw -2132112.057345 + Penalty 1905.119238 = -2130206.938108 nChanged 1212 SP:Iteration 6F (9974.917961 sec): 3 clusters Score: Raw -2132937.262129 + Penalty 1905.119238 = -2131032.142892 nChanged 1317 SP:Iteration 7F (9975.002366 sec): 3 clusters Score: Raw -2133972.100615 + Penalty 1905.119238 = -2132066.981377 nChanged 1270 SP:Iteration 8F (9975.073823 sec): 3 clusters Score: Raw -2134883.543978 + Penalty 1905.119238 = -2132978.424740 nChanged 1033 SP:Iteration 9Q (9975.151616 sec): 3 clusters Score: Raw -2135405.588021 + Penalty 1905.119238 = -2133500.468783 nChanged 719 SP:Iteration 10Q (9975.226357 sec): 3 clusters Score: Raw -2135663.081022 + Penalty 1905.119238 = -2133757.961785 nChanged 454 SP:Iteration 11Q (9975.305197 sec): 3 clusters Score: Raw -2135798.217506 + Penalty 1905.119238 = -2133893.098268 nChanged 325 SP:Iteration 12Q (9975.372451 sec): 3 clusters Score: Raw -2135884.171591 + Penalty 1905.119238 = -2133979.052353 nChanged 278 SP:Iteration 13Q (9975.444665 sec): 3 clusters Score: Raw -2135957.351666 + Penalty 1905.119238 = -2134052.232428 nChanged 258 SP:Iteration 14Q (9975.513728 sec): 3 clusters Score: Raw -2136025.652886 + Penalty 1905.119238 = -2134120.533648 nChanged 260 SP:Iteration 15Q (9975.593988 sec): 3 clusters Score: Raw -2136099.209917 + Penalty 1905.119238 = -2134194.090680 nChanged 267 SP:Iteration 16Q (9975.653253 sec): 3 clusters Score: Raw -2136174.280681 + Penalty 1905.119238 = -2134269.161443 nChanged 242 SP:Iteration 17Q (9975.727959 sec): 3 clusters Score: Raw -2136241.251244 + Penalty 1905.119238 = -2134336.132006 nChanged 236 SP:Iteration 18Q (9975.793638 sec): 3 clusters Score: Raw -2136314.966802 + Penalty 1905.119238 = -2134409.847564 nChanged 260 SP:Iteration 19Q (9975.869199 sec): 3 clusters Score: Raw -2136393.043563 + Penalty 1905.119238 = -2134487.924325 nChanged 266 SP:Iteration 20F (9975.938175 sec): 3 clusters Score: Raw -2136472.598486 + Penalty 1905.119238 = -2134567.479248 nChanged 257 SP:Iteration 21Q (9976.008033 sec): 3 clusters Score: Raw -2136555.420156 + Penalty 1905.119238 = -2134650.300918 nChanged 271 SP:Iteration 22Q (9976.081756 sec): 3 clusters Score: Raw -2136642.851725 + Penalty 1905.119238 = -2134737.732487 nChanged 265 SP:Iteration 23Q (9976.157435 sec): 3 clusters Score: Raw -2136724.433705 + Penalty 1905.119238 = -2134819.314467 nChanged 245 SP:Iteration 24Q (9976.241079 sec): 3 clusters Score: Raw -2136808.199796 + Penalty 1905.119238 = -2134903.080558 nChanged 258 SP:Iteration 25Q (9976.315107 sec): 3 clusters Score: Raw -2136900.806621 + Penalty 1905.119238 = -2134995.687383 nChanged 283 SP:Iteration 26Q (9976.375618 sec): 3 clusters Score: Raw -2137008.114920 + Penalty 1905.119238 = -2135102.995682 nChanged 306 SP:Iteration 27Q (9976.449377 sec): 3 clusters Score: Raw -2137133.860830 + Penalty 1905.119238 = -2135228.741592 nChanged 304 SP:Iteration 28Q (9976.517871 sec): 3 clusters Score: Raw -2137269.926533 + Penalty 1905.119238 = -2135364.807295 nChanged 328 SP:Iteration 29Q (9976.589926 sec): 3 clusters Score: Raw -2137437.361925 + Penalty 1905.119238 = -2135532.242687 nChanged 341 SP:Iteration 30Q (9976.663159 sec): 3 clusters Score: Raw -2137601.726793 + Penalty 1905.119238 = -2135696.607555 nChanged 305 SP:Iteration 31Q (9976.735815 sec): 3 clusters Score: Raw -2137754.692333 + Penalty 1905.119238 = -2135849.573095 nChanged 284 SP:Iteration 32Q (9976.806615 sec): 3 clusters Score: Raw -2137907.467425 + Penalty 1905.119238 = -2136002.348188 nChanged 250 SP:Iteration 33Q (9976.874862 sec): 3 clusters Score: Raw -2138059.967525 + Penalty 1905.119238 = -2136154.848287 nChanged 229 SP:Iteration 34Q (9976.955104 sec): 3 clusters Score: Raw -2138188.633429 + Penalty 1905.119238 = -2136283.514191 nChanged 194 SP:Iteration 35Q (9977.018057 sec): 3 clusters Score: Raw -2138290.196907 + Penalty 1905.119238 = -2136385.077670 nChanged 179 SP:Iteration 36Q (9977.088810 sec): 3 clusters Score: Raw -2138379.550294 + Penalty 1905.119238 = -2136474.431056 nChanged 150 SP:Iteration 37Q (9977.159897 sec): 3 clusters Score: Raw -2138441.837294 + Penalty 1905.119238 = -2136536.718056 nChanged 108 SP:Iteration 38Q (9977.231807 sec): 3 clusters Score: Raw -2138481.954370 + Penalty 1905.119238 = -2136576.835133 nChanged 109 SP:Iteration 39Q (9977.301188 sec): 3 clusters Score: Raw -2138530.557133 + Penalty 1905.119238 = -2136625.437895 nChanged 94 SP:Iteration 40F (9977.366432 sec): 3 clusters Score: Raw -2138577.383781 + Penalty 1905.119238 = -2136672.264543 nChanged 85 SP:Iteration 41Q (9977.432712 sec): 3 clusters Score: Raw -2138613.679314 + Penalty 1905.119238 = -2136708.560076 nChanged 78 SP:Iteration 42Q (9977.493902 sec): 3 clusters Score: Raw -2138642.835771 + Penalty 1905.119238 = -2136737.716533 nChanged 59 SP:Iteration 43Q (9977.556219 sec): 3 clusters Score: Raw -2138661.911975 + Penalty 1905.119238 = -2136756.792737 nChanged 50 SP:Iteration 44Q (9977.618158 sec): 3 clusters Score: Raw -2138680.392567 + Penalty 1905.119238 = -2136775.273330 nChanged 49 SP:Iteration 45Q (9977.680772 sec): 3 clusters Score: Raw -2138700.432007 + Penalty 1905.119238 = -2136795.312769 nChanged 36 SP:Iteration 46Q (9977.751882 sec): 3 clusters Score: Raw -2138711.502808 + Penalty 1905.119238 = -2136806.383571 nChanged 31 SP:Iteration 47Q (9977.824974 sec): 3 clusters Score: Raw -2138720.331181 + Penalty 1905.119238 = -2136815.211943 nChanged 30 SP:Iteration 48Q (9977.896633 sec): 3 clusters Score: Raw -2138729.226208 + Penalty 1905.119238 = -2136824.106970 nChanged 33 SP:Iteration 49Q (9977.960473 sec): 3 clusters Score: Raw -2138739.160513 + Penalty 1905.119238 = -2136834.041275 nChanged 29 SP:Iteration 50Q (9978.033483 sec): 3 clusters Score: Raw -2138749.857958 + Penalty 1905.119238 = -2136844.738721 nChanged 25 SP:Iteration 51Q (9978.105367 sec): 3 clusters Score: Raw -2138757.878677 + Penalty 1905.119238 = -2136852.759440 nChanged 24 SP:Iteration 52Q (9978.177619 sec): 3 clusters Score: Raw -2138767.095875 + Penalty 1905.119238 = -2136861.976638 nChanged 21 SP:Iteration 53Q (9978.250026 sec): 3 clusters Score: Raw -2138773.755578 + Penalty 1905.119238 = -2136868.636340 nChanged 22 SP:Iteration 54Q (9978.320608 sec): 3 clusters Score: Raw -2138781.322384 + Penalty 1905.119238 = -2136876.203147 nChanged 21 SP:Iteration 55Q (9978.393941 sec): 3 clusters Score: Raw -2138788.169885 + Penalty 1905.119238 = -2136883.050647 nChanged 19 SP:Iteration 56Q (9978.448261 sec): 3 clusters Score: Raw -2138795.453301 + Penalty 1905.119238 = -2136890.334063 nChanged 22 SP:Iteration 57Q (9978.517262 sec): 3 clusters Score: Raw -2138802.639809 + Penalty 1905.119238 = -2136897.520571 nChanged 15 SP:Iteration 58Q (9978.592541 sec): 3 clusters Score: Raw -2138807.284497 + Penalty 1905.119238 = -2136902.165259 nChanged 15 SP:Iteration 59Q (9978.662205 sec): 3 clusters Score: Raw -2138813.078986 + Penalty 1905.119238 = -2136907.959748 nChanged 13 SP:Iteration 60F (9978.739162 sec): 3 clusters Score: Raw -2138816.748477 + Penalty 1905.119238 = -2136911.629239 nChanged 10 SP:Iteration 61Q (9978.801281 sec): 3 clusters Score: Raw -2138820.132620 + Penalty 1905.119238 = -2136915.013383 nChanged 9 SP:Iteration 62Q (9978.881037 sec): 3 clusters Score: Raw -2138822.679712 + Penalty 1905.119238 = -2136917.560474 nChanged 6 SP:Iteration 63Q (9978.951241 sec): 3 clusters Score: Raw -2138824.238756 + Penalty 1905.119238 = -2136919.119518 nChanged 6 SP:Iteration 64Q (9979.019511 sec): 3 clusters Score: Raw -2138825.275388 + Penalty 1905.119238 = -2136920.156150 nChanged 4 SP:Iteration 65Q (9979.092488 sec): 3 clusters Score: Raw -2138826.150778 + Penalty 1905.119238 = -2136921.031540 nChanged 1 SP:Iteration 66Q (9979.165179 sec): 3 clusters Score: Raw -2138826.317832 + Penalty 1905.119238 = -2136921.198595 nChanged 1 SP:Iteration 67Q (9979.236357 sec): 3 clusters Score: Raw -2138826.518486 + Penalty 1905.119238 = -2136921.399248 nChanged 0 SP:Iteration 68F (9979.298261 sec): 3 clusters Score: Raw -2138826.518486 + Penalty 1905.119238 = -2136921.399248 nChanged 0 Trying to split cluster 8 (18252 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9979.352091 sec): 2 clusters Score: Raw -1729541.723931 + Penalty 932.142844 = -1728609.581087 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9979.419798 sec): 3 clusters Score: Raw -1718229.161081 + Penalty 1864.285689 = -1716364.875392 nChanged 8441 SP:Iteration 1F (9979.485966 sec): 3 clusters Score: Raw -1723603.988470 + Penalty 1864.285689 = -1721739.702781 nChanged 1250 SP:Iteration 2F (9979.541245 sec): 3 clusters Score: Raw -1724490.503820 + Penalty 1864.285689 = -1722626.218131 nChanged 1324 SP:Iteration 3F (9979.606667 sec): 3 clusters Score: Raw -1725529.994103 + Penalty 1864.285689 = -1723665.708414 nChanged 1319 SP:Iteration 4F (9979.684761 sec): 3 clusters Score: Raw -1726623.858202 + Penalty 1864.285689 = -1724759.572513 nChanged 1286 SP:Iteration 5F (9979.756489 sec): 3 clusters Score: Raw -1727738.255690 + Penalty 1864.285689 = -1725873.970001 nChanged 1184 SP:Iteration 6F (9979.823313 sec): 3 clusters Score: Raw -1728831.280058 + Penalty 1864.285689 = -1726966.994369 nChanged 1001 SP:Iteration 7F (9979.889897 sec): 3 clusters Score: Raw -1729962.578581 + Penalty 1864.285689 = -1728098.292892 nChanged 876 SP:Iteration 8Q (9979.925334 sec): 3 clusters Score: Raw -1731333.096382 + Penalty 1864.285689 = -1729468.810693 nChanged 786 SP:Iteration 9Q (9980.005951 sec): 3 clusters Score: Raw -1732577.107662 + Penalty 1864.285689 = -1730712.821973 nChanged 702 SP:Iteration 10Q (9980.077949 sec): 3 clusters Score: Raw -1733265.025820 + Penalty 1864.285689 = -1731400.740131 nChanged 572 SP:Iteration 11Q (9980.141060 sec): 3 clusters Score: Raw -1733666.455798 + Penalty 1864.285689 = -1731802.170109 nChanged 428 SP:Iteration 12Q (9980.219271 sec): 3 clusters Score: Raw -1733972.483053 + Penalty 1864.285689 = -1732108.197364 nChanged 367 SP:Iteration 13Q (9980.289437 sec): 3 clusters Score: Raw -1734239.259554 + Penalty 1864.285689 = -1732374.973865 nChanged 363 SP:Iteration 14Q (9980.359192 sec): 3 clusters Score: Raw -1734548.389230 + Penalty 1864.285689 = -1732684.103541 nChanged 355 SP:Iteration 15Q (9980.416891 sec): 3 clusters Score: Raw -1734895.856239 + Penalty 1864.285689 = -1733031.570550 nChanged 332 SP:Iteration 16Q (9980.486990 sec): 3 clusters Score: Raw -1735214.700295 + Penalty 1864.285689 = -1733350.414606 nChanged 282 SP:Iteration 17Q (9980.556921 sec): 3 clusters Score: Raw -1735465.410587 + Penalty 1864.285689 = -1733601.124898 nChanged 244 SP:Iteration 18Q (9980.634664 sec): 3 clusters Score: Raw -1735636.315748 + Penalty 1864.285689 = -1733772.030059 nChanged 169 SP:Iteration 19Q (9980.703739 sec): 3 clusters Score: Raw -1735715.533206 + Penalty 1864.285689 = -1733851.247517 nChanged 119 SP:Iteration 20F (9980.764976 sec): 3 clusters Score: Raw -1735755.335958 + Penalty 1864.285689 = -1733891.050269 nChanged 86 SP:Iteration 21Q (9980.840691 sec): 3 clusters Score: Raw -1735777.165484 + Penalty 1864.285689 = -1733912.879795 nChanged 60 SP:Iteration 22Q (9980.901626 sec): 3 clusters Score: Raw -1735789.246224 + Penalty 1864.285689 = -1733924.960535 nChanged 45 SP:Iteration 23Q (9980.978335 sec): 3 clusters Score: Raw -1735796.720075 + Penalty 1864.285689 = -1733932.434386 nChanged 38 SP:Iteration 24Q (9981.047848 sec): 3 clusters Score: Raw -1735801.649091 + Penalty 1864.285689 = -1733937.363402 nChanged 25 SP:Iteration 25Q (9981.116345 sec): 3 clusters Score: Raw -1735805.083976 + Penalty 1864.285689 = -1733940.798287 nChanged 26 SP:Iteration 26Q (9981.171207 sec): 3 clusters Score: Raw -1735807.693083 + Penalty 1864.285689 = -1733943.407394 nChanged 13 SP:Iteration 27Q (9981.229157 sec): 3 clusters Score: Raw -1735808.691947 + Penalty 1864.285689 = -1733944.406258 nChanged 6 SP:Iteration 28Q (9981.302950 sec): 3 clusters Score: Raw -1735809.074670 + Penalty 1864.285689 = -1733944.788981 nChanged 2 SP:Iteration 29Q (9981.367722 sec): 3 clusters Score: Raw -1735809.200135 + Penalty 1864.285689 = -1733944.914446 nChanged 2 SP:Iteration 30Q (9981.432907 sec): 3 clusters Score: Raw -1735809.254660 + Penalty 1864.285689 = -1733944.968971 nChanged 1 SP:Iteration 31Q (9981.492915 sec): 3 clusters Score: Raw -1735809.297259 + Penalty 1864.285689 = -1733945.011570 nChanged 3 SP:Iteration 32Q (9981.562327 sec): 3 clusters Score: Raw -1735809.389032 + Penalty 1864.285689 = -1733945.103343 nChanged 2 SP:Iteration 33Q (9981.627815 sec): 3 clusters Score: Raw -1735809.476754 + Penalty 1864.285689 = -1733945.191065 nChanged 1 SP:Iteration 34Q (9981.691858 sec): 3 clusters Score: Raw -1735809.517060 + Penalty 1864.285689 = -1733945.231371 nChanged 0 SP:Iteration 35F (9981.755511 sec): 3 clusters Score: Raw -1735809.517060 + Penalty 1864.285689 = -1733945.231371 nChanged 0 Score: Raw -89024398.752199 + Penalty 27523.948361 = -88996874.803838 Splitting cluster 8 changes total score from -88988759.707394 to -88996874.803838 So it's getting split into cluster 21. Trying to split cluster 9 (8613 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9991.839440 sec): 2 clusters Score: Raw -779819.348192 + Penalty 860.797657 = -778958.550535 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9991.876802 sec): 3 clusters Score: Raw -774794.174222 + Penalty 1721.595314 = -773072.578908 nChanged 3846 SP:Iteration 1F (9991.899456 sec): 3 clusters Score: Raw -777245.085195 + Penalty 1721.595314 = -775523.489881 nChanged 674 SP:Iteration 2F (9991.922891 sec): 3 clusters Score: Raw -777699.662151 + Penalty 1721.595314 = -775978.066837 nChanged 651 SP:Iteration 3F (9991.959783 sec): 3 clusters Score: Raw -778166.905128 + Penalty 1721.595314 = -776445.309814 nChanged 588 SP:Iteration 4F (9991.981965 sec): 3 clusters Score: Raw -778603.984688 + Penalty 1721.595314 = -776882.389374 nChanged 526 SP:Iteration 5F (9992.005428 sec): 3 clusters Score: Raw -778999.993622 + Penalty 1721.595314 = -777278.398308 nChanged 455 SP:Iteration 6F (9992.042542 sec): 3 clusters Score: Raw -779329.518654 + Penalty 1721.595314 = -777607.923340 nChanged 339 SP:Iteration 7Q (9992.064805 sec): 3 clusters Score: Raw -779580.886857 + Penalty 1721.595314 = -777859.291543 nChanged 266 SP:Iteration 8Q (9992.088062 sec): 3 clusters Score: Raw -779788.406577 + Penalty 1721.595314 = -778066.811263 nChanged 193 SP:Iteration 9Q (9992.122467 sec): 3 clusters Score: Raw -779915.388238 + Penalty 1721.595314 = -778193.792924 nChanged 134 SP:Iteration 10Q (9992.133975 sec): 3 clusters Score: Raw -779999.659683 + Penalty 1721.595314 = -778278.064369 nChanged 101 SP:Iteration 11Q (9992.156549 sec): 3 clusters Score: Raw -780065.198376 + Penalty 1721.595314 = -778343.603062 nChanged 93 SP:Iteration 12Q (9992.178888 sec): 3 clusters Score: Raw -780124.785404 + Penalty 1721.595314 = -778403.190090 nChanged 67 SP:Iteration 13Q (9992.200949 sec): 3 clusters Score: Raw -780156.383710 + Penalty 1721.595314 = -778434.788396 nChanged 50 SP:Iteration 14Q (9992.222977 sec): 3 clusters Score: Raw -780182.201588 + Penalty 1721.595314 = -778460.606274 nChanged 28 SP:Iteration 15Q (9992.281197 sec): 3 clusters Score: Raw -780196.016898 + Penalty 1721.595314 = -778474.421584 nChanged 20 SP:Iteration 16Q (9992.343592 sec): 3 clusters Score: Raw -780205.250262 + Penalty 1721.595314 = -778483.654948 nChanged 23 SP:Iteration 17Q (9992.398263 sec): 3 clusters Score: Raw -780215.046152 + Penalty 1721.595314 = -778493.450838 nChanged 13 SP:Iteration 18Q (9992.454950 sec): 3 clusters Score: Raw -780223.122053 + Penalty 1721.595314 = -778501.526739 nChanged 12 SP:Iteration 19Q (9992.511061 sec): 3 clusters Score: Raw -780227.867353 + Penalty 1721.595314 = -778506.272039 nChanged 12 SP:Iteration 20F (9992.559079 sec): 3 clusters Score: Raw -780235.314037 + Penalty 1721.595314 = -778513.718723 nChanged 14 SP:Iteration 21Q (9992.616961 sec): 3 clusters Score: Raw -780240.888774 + Penalty 1721.595314 = -778519.293460 nChanged 8 SP:Iteration 22Q (9992.673947 sec): 3 clusters Score: Raw -780244.075243 + Penalty 1721.595314 = -778522.479928 nChanged 7 SP:Iteration 23Q (9992.742147 sec): 3 clusters Score: Raw -780246.449546 + Penalty 1721.595314 = -778524.854232 nChanged 7 SP:Iteration 24Q (9992.799691 sec): 3 clusters Score: Raw -780249.573357 + Penalty 1721.595314 = -778527.978043 nChanged 6 SP:Iteration 25Q (9992.853759 sec): 3 clusters Score: Raw -780251.170155 + Penalty 1721.595314 = -778529.574841 nChanged 8 SP:Iteration 26Q (9992.911168 sec): 3 clusters Score: Raw -780254.507192 + Penalty 1721.595314 = -778532.911878 nChanged 9 SP:Iteration 27Q (9992.966123 sec): 3 clusters Score: Raw -780256.644446 + Penalty 1721.595314 = -778535.049132 nChanged 4 SP:Iteration 28Q (9993.009116 sec): 3 clusters Score: Raw -780257.229332 + Penalty 1721.595314 = -778535.634018 nChanged 0 SP:Iteration 29F (9993.078743 sec): 3 clusters Score: Raw -780257.229332 + Penalty 1721.595314 = -778535.634018 nChanged 0 Trying to split cluster 10 (22814 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9993.129103 sec): 2 clusters Score: Raw -2179081.481306 + Penalty 953.337318 = -2178128.143988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9993.205208 sec): 3 clusters Score: Raw -2164796.440505 + Penalty 1906.674636 = -2162889.765869 nChanged 10600 SP:Iteration 1F (9993.274849 sec): 3 clusters Score: Raw -2171116.190551 + Penalty 1906.674636 = -2169209.515915 nChanged 1282 SP:Iteration 2F (9993.354726 sec): 3 clusters Score: Raw -2171755.940721 + Penalty 1906.674636 = -2169849.266086 nChanged 1297 SP:Iteration 3F (9993.424020 sec): 3 clusters Score: Raw -2172408.370261 + Penalty 1906.674636 = -2170501.695625 nChanged 1353 SP:Iteration 4F (9993.500100 sec): 3 clusters Score: Raw -2173093.848219 + Penalty 1906.674636 = -2171187.173583 nChanged 1314 SP:Iteration 5F (9993.574677 sec): 3 clusters Score: Raw -2173844.163632 + Penalty 1906.674636 = -2171937.488996 nChanged 1372 SP:Iteration 6F (9993.644241 sec): 3 clusters Score: Raw -2174758.202758 + Penalty 1906.674636 = -2172851.528122 nChanged 1366 SP:Iteration 7F (9993.717642 sec): 3 clusters Score: Raw -2175802.723624 + Penalty 1906.674636 = -2173896.048988 nChanged 1245 SP:Iteration 8F (9993.792181 sec): 3 clusters Score: Raw -2176748.447419 + Penalty 1906.674636 = -2174841.772783 nChanged 993 SP:Iteration 9Q (9993.870765 sec): 3 clusters Score: Raw -2177389.279452 + Penalty 1906.674636 = -2175482.604816 nChanged 761 SP:Iteration 10Q (9993.939802 sec): 3 clusters Score: Raw -2177836.803652 + Penalty 1906.674636 = -2175930.129016 nChanged 559 SP:Iteration 11Q (9994.020513 sec): 3 clusters Score: Raw -2178105.187350 + Penalty 1906.674636 = -2176198.512714 nChanged 423 SP:Iteration 12Q (9994.083809 sec): 3 clusters Score: Raw -2178278.976952 + Penalty 1906.674636 = -2176372.302316 nChanged 346 SP:Iteration 13Q (9994.165028 sec): 3 clusters Score: Raw -2178416.161572 + Penalty 1906.674636 = -2176509.486936 nChanged 310 SP:Iteration 14Q (9994.241082 sec): 3 clusters Score: Raw -2178528.185248 + Penalty 1906.674636 = -2176621.510613 nChanged 257 SP:Iteration 15Q (9994.317060 sec): 3 clusters Score: Raw -2178616.230217 + Penalty 1906.674636 = -2176709.555581 nChanged 243 SP:Iteration 16Q (9994.393358 sec): 3 clusters Score: Raw -2178697.584945 + Penalty 1906.674636 = -2176790.910309 nChanged 234 SP:Iteration 17Q (9994.469808 sec): 3 clusters Score: Raw -2178766.024032 + Penalty 1906.674636 = -2176859.349397 nChanged 205 SP:Iteration 18Q (9994.545033 sec): 3 clusters Score: Raw -2178820.693665 + Penalty 1906.674636 = -2176914.019029 nChanged 203 SP:Iteration 19Q (9994.611705 sec): 3 clusters Score: Raw -2178879.268679 + Penalty 1906.674636 = -2176972.594043 nChanged 207 SP:Iteration 20F (9994.697959 sec): 3 clusters Score: Raw -2178941.172634 + Penalty 1906.674636 = -2177034.497999 nChanged 209 SP:Iteration 21Q (9994.760804 sec): 3 clusters Score: Raw -2179007.494018 + Penalty 1906.674636 = -2177100.819382 nChanged 182 SP:Iteration 22Q (9994.828705 sec): 3 clusters Score: Raw -2179063.950845 + Penalty 1906.674636 = -2177157.276209 nChanged 172 SP:Iteration 23Q (9994.897989 sec): 3 clusters Score: Raw -2179114.930898 + Penalty 1906.674636 = -2177208.256262 nChanged 172 SP:Iteration 24Q (9994.935626 sec): 3 clusters Score: Raw -2179163.803492 + Penalty 1906.674636 = -2177257.128856 nChanged 155 SP:Iteration 25Q (9994.973314 sec): 3 clusters Score: Raw -2179208.256400 + Penalty 1906.674636 = -2177301.581764 nChanged 153 SP:Iteration 26Q (9995.010985 sec): 3 clusters Score: Raw -2179251.376631 + Penalty 1906.674636 = -2177344.701996 nChanged 142 SP:Iteration 27Q (9995.048626 sec): 3 clusters Score: Raw -2179292.104029 + Penalty 1906.674636 = -2177385.429393 nChanged 143 SP:Iteration 28Q (9995.086151 sec): 3 clusters Score: Raw -2179338.545521 + Penalty 1906.674636 = -2177431.870886 nChanged 160 SP:Iteration 29Q (9995.171412 sec): 3 clusters Score: Raw -2179394.800849 + Penalty 1906.674636 = -2177488.126213 nChanged 158 SP:Iteration 30Q (9995.238368 sec): 3 clusters Score: Raw -2179447.770070 + Penalty 1906.674636 = -2177541.095435 nChanged 162 SP:Iteration 31Q (9995.322012 sec): 3 clusters Score: Raw -2179507.002287 + Penalty 1906.674636 = -2177600.327652 nChanged 162 SP:Iteration 32Q (9995.388913 sec): 3 clusters Score: Raw -2179566.853104 + Penalty 1906.674636 = -2177660.178469 nChanged 155 SP:Iteration 33Q (9995.466162 sec): 3 clusters Score: Raw -2179623.176941 + Penalty 1906.674636 = -2177716.502306 nChanged 125 SP:Iteration 34Q (9995.540939 sec): 3 clusters Score: Raw -2179665.866015 + Penalty 1906.674636 = -2177759.191379 nChanged 113 SP:Iteration 35Q (9995.612423 sec): 3 clusters Score: Raw -2179700.755792 + Penalty 1906.674636 = -2177794.081156 nChanged 89 SP:Iteration 36Q (9995.686249 sec): 3 clusters Score: Raw -2179727.798452 + Penalty 1906.674636 = -2177821.123816 nChanged 101 SP:Iteration 37Q (9995.719814 sec): 3 clusters Score: Raw -2179763.090615 + Penalty 1906.674636 = -2177856.415979 nChanged 104 SP:Iteration 38Q (9995.780712 sec): 3 clusters Score: Raw -2179799.851539 + Penalty 1906.674636 = -2177893.176904 nChanged 82 SP:Iteration 39Q (9995.847836 sec): 3 clusters Score: Raw -2179831.210707 + Penalty 1906.674636 = -2177924.536071 nChanged 80 SP:Iteration 40F (9995.924682 sec): 3 clusters Score: Raw -2179868.719832 + Penalty 1906.674636 = -2177962.045196 nChanged 83 SP:Iteration 41Q (9995.993714 sec): 3 clusters Score: Raw -2179914.379080 + Penalty 1906.674636 = -2178007.704444 nChanged 80 SP:Iteration 42Q (9996.054056 sec): 3 clusters Score: Raw -2179991.985580 + Penalty 1906.674636 = -2178085.310944 nChanged 101 SP:Iteration 43Q (9996.126185 sec): 3 clusters Score: Raw -2180136.180172 + Penalty 1906.674636 = -2178229.505536 nChanged 109 SP:Iteration 44Q (9996.197230 sec): 3 clusters Score: Raw -2180290.898917 + Penalty 1906.674636 = -2178384.224281 nChanged 107 SP:Iteration 45Q (9996.269290 sec): 3 clusters Score: Raw -2180401.312825 + Penalty 1906.674636 = -2178494.638189 nChanged 90 SP:Iteration 46Q (9996.337358 sec): 3 clusters Score: Raw -2180451.719039 + Penalty 1906.674636 = -2178545.044403 nChanged 56 SP:Iteration 47Q (9996.396965 sec): 3 clusters Score: Raw -2180468.137844 + Penalty 1906.674636 = -2178561.463208 nChanged 31 SP:Iteration 48Q (9996.467368 sec): 3 clusters Score: Raw -2180475.615362 + Penalty 1906.674636 = -2178568.940726 nChanged 22 SP:Iteration 49Q (9996.536807 sec): 3 clusters Score: Raw -2180479.607215 + Penalty 1906.674636 = -2178572.932579 nChanged 18 SP:Iteration 50Q (9996.616342 sec): 3 clusters Score: Raw -2180483.013596 + Penalty 1906.674636 = -2178576.338960 nChanged 15 SP:Iteration 51Q (9996.689655 sec): 3 clusters Score: Raw -2180485.491699 + Penalty 1906.674636 = -2178578.817063 nChanged 12 SP:Iteration 52Q (9996.758144 sec): 3 clusters Score: Raw -2180487.206254 + Penalty 1906.674636 = -2178580.531618 nChanged 7 SP:Iteration 53Q (9996.827836 sec): 3 clusters Score: Raw -2180487.882586 + Penalty 1906.674636 = -2178581.207950 nChanged 7 SP:Iteration 54Q (9996.890509 sec): 3 clusters Score: Raw -2180488.761250 + Penalty 1906.674636 = -2178582.086615 nChanged 3 SP:Iteration 55Q (9996.960692 sec): 3 clusters Score: Raw -2180489.141991 + Penalty 1906.674636 = -2178582.467355 nChanged 3 SP:Iteration 56Q (9997.029741 sec): 3 clusters Score: Raw -2180489.664372 + Penalty 1906.674636 = -2178582.989737 nChanged 4 SP:Iteration 57Q (9997.086040 sec): 3 clusters Score: Raw -2180490.370691 + Penalty 1906.674636 = -2178583.696055 nChanged 5 SP:Iteration 58Q (9997.147593 sec): 3 clusters Score: Raw -2180491.883286 + Penalty 1906.674636 = -2178585.208650 nChanged 8 SP:Iteration 59Q (9997.217814 sec): 3 clusters Score: Raw -2180493.659945 + Penalty 1906.674636 = -2178586.985309 nChanged 6 SP:Iteration 60F (9997.293479 sec): 3 clusters Score: Raw -2180495.400308 + Penalty 1906.674636 = -2178588.725672 nChanged 6 SP:Iteration 61Q (9997.351664 sec): 3 clusters Score: Raw -2180496.609693 + Penalty 1906.674636 = -2178589.935058 nChanged 8 SP:Iteration 62Q (9997.413568 sec): 3 clusters Score: Raw -2180498.064691 + Penalty 1906.674636 = -2178591.390055 nChanged 6 SP:Iteration 63Q (9997.484098 sec): 3 clusters Score: Raw -2180498.914801 + Penalty 1906.674636 = -2178592.240166 nChanged 4 SP:Iteration 64Q (9997.553648 sec): 3 clusters Score: Raw -2180499.408218 + Penalty 1906.674636 = -2178592.733582 nChanged 2 SP:Iteration 65Q (9997.623863 sec): 3 clusters Score: Raw -2180499.699204 + Penalty 1906.674636 = -2178593.024568 nChanged 4 SP:Iteration 66Q (9997.684991 sec): 3 clusters Score: Raw -2180500.374045 + Penalty 1906.674636 = -2178593.699410 nChanged 3 SP:Iteration 67Q (9997.755179 sec): 3 clusters Score: Raw -2180500.548657 + Penalty 1906.674636 = -2178593.874022 nChanged 0 SP:Iteration 68F (9997.832795 sec): 3 clusters Score: Raw -2180500.548657 + Penalty 1906.674636 = -2178593.874022 nChanged 0 Score: Raw -89025817.819551 + Penalty 28834.612568 = -88996983.206983 Splitting cluster 10 changes total score from -88988759.707394 to -88996983.206983 So it's getting split into cluster 22. Trying to split cluster 11 (584323 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10008.605457 sec): 2 clusters Score: Raw -54374683.068134 + Penalty 1261.429873 = -54373421.638261 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10009.317048 sec): 3 clusters Score: Raw -53977049.717042 + Penalty 2522.859746 = -53974526.857296 nChanged 288733 SP:Iteration 1F (10010.097723 sec): 3 clusters Score: Raw -54160728.936299 + Penalty 2522.859746 = -54158206.076553 nChanged 22634 SP:Iteration 2Q (10010.936245 sec): 3 clusters Score: Raw -54168181.765481 + Penalty 2522.859746 = -54165658.905735 nChanged 27769 SP:Iteration 3Q (10011.784224 sec): 3 clusters Score: Raw -54179723.650960 + Penalty 2522.859746 = -54177200.791213 nChanged 33699 SP:Iteration 4F (10012.552098 sec): 3 clusters Score: Raw -54196987.267133 + Penalty 2522.859746 = -54194464.407387 nChanged 38543 SP:Iteration 5F (10013.330634 sec): 3 clusters Score: Raw -54220746.082181 + Penalty 2522.859746 = -54218223.222435 nChanged 40896 SP:Iteration 6F (10014.072491 sec): 3 clusters Score: Raw -54249670.198146 + Penalty 2522.859746 = -54247147.338400 nChanged 39067 SP:Iteration 7F (10014.800129 sec): 3 clusters Score: Raw -54279910.331084 + Penalty 2522.859746 = -54277387.471338 nChanged 33941 SP:Iteration 8F (10015.574278 sec): 3 clusters Score: Raw -54307299.915533 + Penalty 2522.859746 = -54304777.055787 nChanged 27737 SP:Iteration 9Q (10016.403375 sec): 3 clusters Score: Raw -54331378.085004 + Penalty 2522.859746 = -54328855.225258 nChanged 21342 SP:Iteration 10Q (10017.226615 sec): 3 clusters Score: Raw -54350891.786319 + Penalty 2522.859746 = -54348368.926573 nChanged 13903 SP:Iteration 11Q (10018.010841 sec): 3 clusters Score: Raw -54363616.631374 + Penalty 2522.859746 = -54361093.771628 nChanged 7578 SP:Iteration 12Q (10018.750979 sec): 3 clusters Score: Raw -54370171.282643 + Penalty 2522.859746 = -54367648.422897 nChanged 3457 SP:Iteration 13Q (10019.460979 sec): 3 clusters Score: Raw -54372964.400968 + Penalty 2522.859746 = -54370441.541222 nChanged 1404 SP:Iteration 14Q (10020.090925 sec): 3 clusters Score: Raw -54374021.631068 + Penalty 2522.859746 = -54371498.771321 nChanged 569 SP:Iteration 15Q (10020.671483 sec): 3 clusters Score: Raw -54374441.271036 + Penalty 2522.859746 = -54371918.411289 nChanged 245 SP:Iteration 16Q (10021.316908 sec): 3 clusters Score: Raw -54374609.344122 + Penalty 2522.859746 = -54372086.484376 nChanged 116 SP:Iteration 17Q (10021.967152 sec): 3 clusters Score: Raw -54374692.194867 + Penalty 2522.859746 = -54372169.335121 nChanged 79 SP:Iteration 18Q (10022.617637 sec): 3 clusters Score: Raw -54374751.537613 + Penalty 2522.859746 = -54372228.677867 nChanged 51 SP:Iteration 19Q (10023.238514 sec): 3 clusters Score: Raw -54374790.957281 + Penalty 2522.859746 = -54372268.097535 nChanged 35 SP:Iteration 20F (10024.004427 sec): 3 clusters Score: Raw -54374810.110234 + Penalty 2522.859746 = -54372287.250488 nChanged 20 SP:Iteration 21Q (10024.594230 sec): 3 clusters Score: Raw -54374825.491409 + Penalty 2522.859746 = -54372302.631662 nChanged 14 SP:Iteration 22Q (10025.184052 sec): 3 clusters Score: Raw -54374833.341675 + Penalty 2522.859746 = -54372310.481928 nChanged 10 SP:Iteration 23Q (10025.802021 sec): 3 clusters Score: Raw -54374839.296088 + Penalty 2522.859746 = -54372316.436342 nChanged 10 SP:Iteration 24Q (10026.452924 sec): 3 clusters Score: Raw -54374846.131141 + Penalty 2522.859746 = -54372323.271395 nChanged 10 SP:Iteration 25Q (10027.101576 sec): 3 clusters Score: Raw -54374852.794335 + Penalty 2522.859746 = -54372329.934589 nChanged 7 SP:Iteration 26Q (10027.732767 sec): 3 clusters Score: Raw -54374857.140770 + Penalty 2522.859746 = -54372334.281024 nChanged 8 SP:Iteration 27Q (10028.377270 sec): 3 clusters Score: Raw -54374862.224645 + Penalty 2522.859746 = -54372339.364898 nChanged 4 SP:Iteration 28Q (10029.000662 sec): 3 clusters Score: Raw -54374865.349790 + Penalty 2522.859746 = -54372342.490044 nChanged 6 SP:Iteration 29Q (10029.634868 sec): 3 clusters Score: Raw -54374869.083260 + Penalty 2522.859746 = -54372346.223514 nChanged 10 SP:Iteration 30Q (10030.219985 sec): 3 clusters Score: Raw -54374874.719827 + Penalty 2522.859746 = -54372351.860080 nChanged 9 SP:Iteration 31Q (10030.810244 sec): 3 clusters Score: Raw -54374880.690733 + Penalty 2522.859746 = -54372357.830987 nChanged 6 SP:Iteration 32Q (10031.454712 sec): 3 clusters Score: Raw -54374883.910502 + Penalty 2522.859746 = -54372361.050755 nChanged 3 SP:Iteration 33Q (10032.082458 sec): 3 clusters Score: Raw -54374885.656790 + Penalty 2522.859746 = -54372362.797044 nChanged 4 SP:Iteration 34Q (10032.710246 sec): 3 clusters Score: Raw -54374888.885444 + Penalty 2522.859746 = -54372366.025698 nChanged 4 SP:Iteration 35Q (10033.357883 sec): 3 clusters Score: Raw -54374891.149458 + Penalty 2522.859746 = -54372368.289711 nChanged 3 SP:Iteration 36Q (10033.992873 sec): 3 clusters Score: Raw -54374892.271989 + Penalty 2522.859746 = -54372369.412243 nChanged 3 SP:Iteration 37Q (10034.626041 sec): 3 clusters Score: Raw -54374893.871289 + Penalty 2522.859746 = -54372371.011542 nChanged 2 SP:Iteration 38Q (10035.239632 sec): 3 clusters Score: Raw -54374895.380926 + Penalty 2522.859746 = -54372372.521180 nChanged 1 SP:Iteration 39Q (10035.823559 sec): 3 clusters Score: Raw -54374896.173974 + Penalty 2522.859746 = -54372373.314228 nChanged 2 SP:Iteration 40F (10036.583868 sec): 3 clusters Score: Raw -54374898.698625 + Penalty 2522.859746 = -54372375.838879 nChanged 3 SP:Iteration 41Q (10037.211468 sec): 3 clusters Score: Raw -54374899.675486 + Penalty 2522.859746 = -54372376.815740 nChanged 1 SP:Iteration 42Q (10037.832399 sec): 3 clusters Score: Raw -54374899.875153 + Penalty 2522.859746 = -54372377.015407 nChanged 1 SP:Iteration 43Q (10038.462789 sec): 3 clusters Score: Raw -54374900.259172 + Penalty 2522.859746 = -54372377.399425 nChanged 1 SP:Iteration 44Q (10039.087778 sec): 3 clusters Score: Raw -54374900.746729 + Penalty 2522.859746 = -54372377.886983 nChanged 1 SP:Iteration 45Q (10039.724797 sec): 3 clusters Score: Raw -54374901.030809 + Penalty 2522.859746 = -54372378.171063 nChanged 1 SP:Iteration 46Q (10040.364853 sec): 3 clusters Score: Raw -54374901.243074 + Penalty 2522.859746 = -54372378.383328 nChanged 1 SP:Iteration 47Q (10040.983685 sec): 3 clusters Score: Raw -54374901.659713 + Penalty 2522.859746 = -54372378.799967 nChanged 0 SP:Iteration 48F (10041.752022 sec): 3 clusters Score: Raw -54374901.659713 + Penalty 2522.859746 = -54372378.799967 nChanged 0 Trying to split cluster 12 (2006 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10041.816758 sec): 2 clusters Score: Raw -176392.746778 + Penalty 722.370307 = -175670.376471 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10041.866491 sec): 3 clusters Score: Raw -175598.685113 + Penalty 1444.740614 = -174153.944499 nChanged 813 SP:Iteration 1F (10041.903733 sec): 3 clusters Score: Raw -176721.941578 + Penalty 1444.740614 = -175277.200964 nChanged 282 SP:Iteration 2F (10041.963660 sec): 3 clusters Score: Raw -177334.402172 + Penalty 1444.740614 = -175889.661558 nChanged 195 SP:Iteration 3F (10042.004808 sec): 3 clusters Score: Raw -177596.841027 + Penalty 1444.740614 = -176152.100413 nChanged 74 SP:Iteration 4Q (10042.061001 sec): 3 clusters Score: Raw -177680.938691 + Penalty 1444.740614 = -176236.198077 nChanged 56 SP:Iteration 5Q (10042.109837 sec): 3 clusters Score: Raw -177744.943534 + Penalty 1444.740614 = -176300.202920 nChanged 39 SP:Iteration 6Q (10042.159134 sec): 3 clusters Score: Raw -177801.921278 + Penalty 1444.740614 = -176357.180664 nChanged 51 SP:Iteration 7Q (10042.201735 sec): 3 clusters Score: Raw -177873.066574 + Penalty 1444.740614 = -176428.325960 nChanged 39 SP:Iteration 8Q (10042.256779 sec): 3 clusters Score: Raw -177922.018827 + Penalty 1444.740614 = -176477.278213 nChanged 21 SP:Iteration 9Q (10042.297617 sec): 3 clusters Score: Raw -177944.383033 + Penalty 1444.740614 = -176499.642419 nChanged 9 SP:Iteration 10Q (10042.346695 sec): 3 clusters Score: Raw -177957.667396 + Penalty 1444.740614 = -176512.926782 nChanged 9 SP:Iteration 11Q (10042.393886 sec): 3 clusters Score: Raw -177969.994793 + Penalty 1444.740614 = -176525.254179 nChanged 3 SP:Iteration 12Q (10042.445155 sec): 3 clusters Score: Raw -177974.710874 + Penalty 1444.740614 = -176529.970260 nChanged 1 SP:Iteration 13Q (10042.488011 sec): 3 clusters Score: Raw -177975.286136 + Penalty 1444.740614 = -176530.545522 nChanged 0 SP:Iteration 14F (10042.539911 sec): 3 clusters Score: Raw -177977.502148 + Penalty 1444.740614 = -176532.761534 nChanged 1 SP:Iteration 15Q (10042.589980 sec): 3 clusters Score: Raw -177980.593321 + Penalty 1444.740614 = -176535.852707 nChanged 1 SP:Iteration 16Q (10042.640262 sec): 3 clusters Score: Raw -177981.550640 + Penalty 1444.740614 = -176536.810026 nChanged 0 SP:Iteration 17F (10042.691288 sec): 3 clusters Score: Raw -177981.550640 + Penalty 1444.740614 = -176536.810026 nChanged 0 Score: Raw -89027406.623413 + Penalty 30145.276776 = -88997261.346637 Splitting cluster 12 changes total score from -88988759.707394 to -88997261.346637 So it's getting split into cluster 23. Trying to split cluster 14 (46581 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10053.818120 sec): 2 clusters Score: Raw -4116177.865892 + Penalty 1021.150061 = -4115156.715830 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10053.916996 sec): 3 clusters Score: Raw -4086335.652098 + Penalty 2042.300122 = -4084293.351976 nChanged 21861 SP:Iteration 1F (10054.024399 sec): 3 clusters Score: Raw -4099378.169783 + Penalty 2042.300122 = -4097335.869661 nChanged 2134 SP:Iteration 2Q (10054.126677 sec): 3 clusters Score: Raw -4100087.579895 + Penalty 2042.300122 = -4098045.279773 nChanged 2114 SP:Iteration 3Q (10054.246078 sec): 3 clusters Score: Raw -4100855.522413 + Penalty 2042.300122 = -4098813.222291 nChanged 2207 SP:Iteration 4Q (10054.349806 sec): 3 clusters Score: Raw -4101776.254283 + Penalty 2042.300122 = -4099733.954161 nChanged 2395 SP:Iteration 5F (10054.452238 sec): 3 clusters Score: Raw -4102938.478686 + Penalty 2042.300122 = -4100896.178564 nChanged 2536 SP:Iteration 6F (10054.545541 sec): 3 clusters Score: Raw -4104325.712810 + Penalty 2042.300122 = -4102283.412687 nChanged 2655 SP:Iteration 7F (10054.645863 sec): 3 clusters Score: Raw -4106017.020862 + Penalty 2042.300122 = -4103974.720740 nChanged 2723 SP:Iteration 8F (10054.752595 sec): 3 clusters Score: Raw -4108108.315904 + Penalty 2042.300122 = -4106066.015782 nChanged 2571 SP:Iteration 9F (10054.850475 sec): 3 clusters Score: Raw -4110278.889888 + Penalty 2042.300122 = -4108236.589765 nChanged 2177 SP:Iteration 10Q (10054.957296 sec): 3 clusters Score: Raw -4112053.160354 + Penalty 2042.300122 = -4110010.860232 nChanged 1581 SP:Iteration 11Q (10055.068701 sec): 3 clusters Score: Raw -4113142.930609 + Penalty 2042.300122 = -4111100.630487 nChanged 1148 SP:Iteration 12Q (10055.164139 sec): 3 clusters Score: Raw -4113846.051773 + Penalty 2042.300122 = -4111803.751651 nChanged 863 SP:Iteration 13Q (10055.231779 sec): 3 clusters Score: Raw -4114350.454776 + Penalty 2042.300122 = -4112308.154653 nChanged 708 SP:Iteration 14Q (10055.338215 sec): 3 clusters Score: Raw -4114753.651818 + Penalty 2042.300122 = -4112711.351696 nChanged 694 SP:Iteration 15Q (10055.431437 sec): 3 clusters Score: Raw -4115102.427611 + Penalty 2042.300122 = -4113060.127489 nChanged 610 SP:Iteration 16Q (10055.536503 sec): 3 clusters Score: Raw -4115399.900177 + Penalty 2042.300122 = -4113357.600055 nChanged 530 SP:Iteration 17Q (10055.646222 sec): 3 clusters Score: Raw -4115632.803021 + Penalty 2042.300122 = -4113590.502898 nChanged 461 SP:Iteration 18Q (10055.745478 sec): 3 clusters Score: Raw -4115817.462456 + Penalty 2042.300122 = -4113775.162334 nChanged 405 SP:Iteration 19Q (10055.849900 sec): 3 clusters Score: Raw -4115968.190684 + Penalty 2042.300122 = -4113925.890562 nChanged 388 SP:Iteration 20F (10055.968719 sec): 3 clusters Score: Raw -4116081.186913 + Penalty 2042.300122 = -4114038.886791 nChanged 293 SP:Iteration 21Q (10056.070796 sec): 3 clusters Score: Raw -4116152.508387 + Penalty 2042.300122 = -4114110.208265 nChanged 236 SP:Iteration 22Q (10056.157801 sec): 3 clusters Score: Raw -4116201.539820 + Penalty 2042.300122 = -4114159.239698 nChanged 203 SP:Iteration 23Q (10056.250505 sec): 3 clusters Score: Raw -4116237.175842 + Penalty 2042.300122 = -4114194.875720 nChanged 162 SP:Iteration 24Q (10056.361661 sec): 3 clusters Score: Raw -4116261.737093 + Penalty 2042.300122 = -4114219.436971 nChanged 150 SP:Iteration 25Q (10056.460367 sec): 3 clusters Score: Raw -4116287.793977 + Penalty 2042.300122 = -4114245.493855 nChanged 142 SP:Iteration 26Q (10056.562703 sec): 3 clusters Score: Raw -4116309.440355 + Penalty 2042.300122 = -4114267.140233 nChanged 107 SP:Iteration 27Q (10056.666309 sec): 3 clusters Score: Raw -4116321.458800 + Penalty 2042.300122 = -4114279.158678 nChanged 110 SP:Iteration 28Q (10056.773576 sec): 3 clusters Score: Raw -4116331.894773 + Penalty 2042.300122 = -4114289.594651 nChanged 81 SP:Iteration 29Q (10056.873404 sec): 3 clusters Score: Raw -4116340.296288 + Penalty 2042.300122 = -4114297.996166 nChanged 69 SP:Iteration 30Q (10056.984859 sec): 3 clusters Score: Raw -4116347.201197 + Penalty 2042.300122 = -4114304.901074 nChanged 58 SP:Iteration 31Q (10057.082499 sec): 3 clusters Score: Raw -4116352.889776 + Penalty 2042.300122 = -4114310.589654 nChanged 59 SP:Iteration 32Q (10057.178669 sec): 3 clusters Score: Raw -4116358.029016 + Penalty 2042.300122 = -4114315.728894 nChanged 64 SP:Iteration 33Q (10057.269352 sec): 3 clusters Score: Raw -4116364.121800 + Penalty 2042.300122 = -4114321.821677 nChanged 62 SP:Iteration 34Q (10057.367372 sec): 3 clusters Score: Raw -4116369.161748 + Penalty 2042.300122 = -4114326.861625 nChanged 57 SP:Iteration 35Q (10057.465063 sec): 3 clusters Score: Raw -4116372.966787 + Penalty 2042.300122 = -4114330.666664 nChanged 35 SP:Iteration 36Q (10057.560433 sec): 3 clusters Score: Raw -4116374.907531 + Penalty 2042.300122 = -4114332.607409 nChanged 28 SP:Iteration 37Q (10057.651517 sec): 3 clusters Score: Raw -4116376.314247 + Penalty 2042.300122 = -4114334.014125 nChanged 21 SP:Iteration 38Q (10057.758498 sec): 3 clusters Score: Raw -4116377.554586 + Penalty 2042.300122 = -4114335.254464 nChanged 19 SP:Iteration 39Q (10057.855707 sec): 3 clusters Score: Raw -4116378.682353 + Penalty 2042.300122 = -4114336.382231 nChanged 20 SP:Iteration 40F (10057.952458 sec): 3 clusters Score: Raw -4116379.868651 + Penalty 2042.300122 = -4114337.568529 nChanged 24 SP:Iteration 41Q (10058.048982 sec): 3 clusters Score: Raw -4116381.200714 + Penalty 2042.300122 = -4114338.900591 nChanged 20 SP:Iteration 42Q (10058.145350 sec): 3 clusters Score: Raw -4116382.869825 + Penalty 2042.300122 = -4114340.569703 nChanged 23 SP:Iteration 43Q (10058.232541 sec): 3 clusters Score: Raw -4116384.391364 + Penalty 2042.300122 = -4114342.091241 nChanged 20 SP:Iteration 44Q (10058.322011 sec): 3 clusters Score: Raw -4116385.659994 + Penalty 2042.300122 = -4114343.359872 nChanged 22 SP:Iteration 45Q (10058.417028 sec): 3 clusters Score: Raw -4116387.027497 + Penalty 2042.300122 = -4114344.727375 nChanged 23 SP:Iteration 46Q (10058.514678 sec): 3 clusters Score: Raw -4116387.997660 + Penalty 2042.300122 = -4114345.697538 nChanged 18 SP:Iteration 47Q (10058.609038 sec): 3 clusters Score: Raw -4116388.915257 + Penalty 2042.300122 = -4114346.615135 nChanged 15 SP:Iteration 48Q (10058.705152 sec): 3 clusters Score: Raw -4116389.499851 + Penalty 2042.300122 = -4114347.199728 nChanged 11 SP:Iteration 49Q (10058.793919 sec): 3 clusters Score: Raw -4116389.868615 + Penalty 2042.300122 = -4114347.568493 nChanged 10 SP:Iteration 50Q (10058.888752 sec): 3 clusters Score: Raw -4116390.275040 + Penalty 2042.300122 = -4114347.974918 nChanged 14 SP:Iteration 51Q (10058.980915 sec): 3 clusters Score: Raw -4116390.668791 + Penalty 2042.300122 = -4114348.368669 nChanged 11 SP:Iteration 52Q (10059.072742 sec): 3 clusters Score: Raw -4116390.981794 + Penalty 2042.300122 = -4114348.681671 nChanged 5 SP:Iteration 53Q (10059.165100 sec): 3 clusters Score: Raw -4116391.171590 + Penalty 2042.300122 = -4114348.871468 nChanged 6 SP:Iteration 54Q (10059.247935 sec): 3 clusters Score: Raw -4116391.321953 + Penalty 2042.300122 = -4114349.021831 nChanged 5 SP:Iteration 55Q (10059.340598 sec): 3 clusters Score: Raw -4116391.436845 + Penalty 2042.300122 = -4114349.136723 nChanged 3 SP:Iteration 56Q (10059.447563 sec): 3 clusters Score: Raw -4116391.578337 + Penalty 2042.300122 = -4114349.278215 nChanged 7 SP:Iteration 57Q (10059.547159 sec): 3 clusters Score: Raw -4116391.936438 + Penalty 2042.300122 = -4114349.636316 nChanged 8 SP:Iteration 58Q (10059.646389 sec): 3 clusters Score: Raw -4116392.241981 + Penalty 2042.300122 = -4114349.941859 nChanged 6 SP:Iteration 59Q (10059.756303 sec): 3 clusters Score: Raw -4116392.383064 + Penalty 2042.300122 = -4114350.082942 nChanged 3 SP:Iteration 60F (10059.850388 sec): 3 clusters Score: Raw -4116392.430858 + Penalty 2042.300122 = -4114350.130736 nChanged 4 SP:Iteration 61Q (10059.953993 sec): 3 clusters Score: Raw -4116392.588768 + Penalty 2042.300122 = -4114350.288645 nChanged 6 SP:Iteration 62Q (10060.061370 sec): 3 clusters Score: Raw -4116392.817400 + Penalty 2042.300122 = -4114350.517277 nChanged 7 SP:Iteration 63Q (10060.162668 sec): 3 clusters Score: Raw -4116392.964421 + Penalty 2042.300122 = -4114350.664298 nChanged 2 SP:Iteration 64Q (10060.264846 sec): 3 clusters Score: Raw -4116392.984811 + Penalty 2042.300122 = -4114350.684689 nChanged 1 SP:Iteration 65Q (10060.367714 sec): 3 clusters Score: Raw -4116393.005229 + Penalty 2042.300122 = -4114350.705106 nChanged 0 SP:Iteration 66F (10060.469065 sec): 3 clusters Score: Raw -4116393.005229 + Penalty 2042.300122 = -4114350.705106 nChanged 0 Trying to split cluster 15 (82677 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10060.586686 sec): 2 clusters Score: Raw -7684826.943366 + Penalty 1075.656189 = -7683751.287177 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10060.743526 sec): 3 clusters Score: Raw -7630317.691780 + Penalty 2151.312378 = -7628166.379401 nChanged 40000 SP:Iteration 1F (10060.892114 sec): 3 clusters Score: Raw -7654892.547058 + Penalty 2151.312378 = -7652741.234679 nChanged 3626 SP:Iteration 2Q (10061.053265 sec): 3 clusters Score: Raw -7656252.019302 + Penalty 2151.312378 = -7654100.706923 nChanged 3899 SP:Iteration 3Q (10061.217109 sec): 3 clusters Score: Raw -7657996.585544 + Penalty 2151.312378 = -7655845.273165 nChanged 4426 SP:Iteration 4F (10061.350117 sec): 3 clusters Score: Raw -7660438.150277 + Penalty 2151.312378 = -7658286.837899 nChanged 5195 SP:Iteration 5F (10061.505272 sec): 3 clusters Score: Raw -7664026.119958 + Penalty 2151.312378 = -7661874.807579 nChanged 5761 SP:Iteration 6F (10061.647363 sec): 3 clusters Score: Raw -7668572.552568 + Penalty 2151.312378 = -7666421.240189 nChanged 5715 SP:Iteration 7F (10061.796115 sec): 3 clusters Score: Raw -7673376.240517 + Penalty 2151.312378 = -7671224.928139 nChanged 4740 SP:Iteration 8F (10061.963673 sec): 3 clusters Score: Raw -7677384.941662 + Penalty 2151.312378 = -7675233.629284 nChanged 3526 SP:Iteration 9Q (10062.111057 sec): 3 clusters Score: Raw -7680239.101475 + Penalty 2151.312378 = -7678087.789097 nChanged 2414 SP:Iteration 10Q (10062.265352 sec): 3 clusters Score: Raw -7682130.160167 + Penalty 2151.312378 = -7679978.847788 nChanged 1652 SP:Iteration 11Q (10062.412436 sec): 3 clusters Score: Raw -7683405.753806 + Penalty 2151.312378 = -7681254.441428 nChanged 979 SP:Iteration 12Q (10062.540183 sec): 3 clusters Score: Raw -7684147.373734 + Penalty 2151.312378 = -7681996.061355 nChanged 566 SP:Iteration 13Q (10062.677336 sec): 3 clusters Score: Raw -7684528.520689 + Penalty 2151.312378 = -7682377.208311 nChanged 328 SP:Iteration 14Q (10062.812855 sec): 3 clusters Score: Raw -7684736.542791 + Penalty 2151.312378 = -7682585.230413 nChanged 208 SP:Iteration 15Q (10062.943646 sec): 3 clusters Score: Raw -7684863.511838 + Penalty 2151.312378 = -7682712.199459 nChanged 158 SP:Iteration 16Q (10063.073745 sec): 3 clusters Score: Raw -7684972.434165 + Penalty 2151.312378 = -7682821.121787 nChanged 116 SP:Iteration 17Q (10063.204936 sec): 3 clusters Score: Raw -7685052.082412 + Penalty 2151.312378 = -7682900.770034 nChanged 72 SP:Iteration 18Q (10063.333233 sec): 3 clusters Score: Raw -7685111.358424 + Penalty 2151.312378 = -7682960.046046 nChanged 47 SP:Iteration 19Q (10063.465152 sec): 3 clusters Score: Raw -7685145.247568 + Penalty 2151.312378 = -7682993.935189 nChanged 30 SP:Iteration 20F (10063.624100 sec): 3 clusters Score: Raw -7685167.375239 + Penalty 2151.312378 = -7683016.062861 nChanged 37 SP:Iteration 21Q (10063.749062 sec): 3 clusters Score: Raw -7685203.913343 + Penalty 2151.312378 = -7683052.600965 nChanged 37 SP:Iteration 22Q (10063.886576 sec): 3 clusters Score: Raw -7685224.794443 + Penalty 2151.312378 = -7683073.482065 nChanged 23 SP:Iteration 23Q (10064.008656 sec): 3 clusters Score: Raw -7685242.334339 + Penalty 2151.312378 = -7683091.021961 nChanged 24 SP:Iteration 24Q (10064.143726 sec): 3 clusters Score: Raw -7685252.346280 + Penalty 2151.312378 = -7683101.033901 nChanged 15 SP:Iteration 25Q (10064.270233 sec): 3 clusters Score: Raw -7685258.990291 + Penalty 2151.312378 = -7683107.677913 nChanged 11 SP:Iteration 26Q (10064.370485 sec): 3 clusters Score: Raw -7685264.948710 + Penalty 2151.312378 = -7683113.636331 nChanged 21 SP:Iteration 27Q (10064.494989 sec): 3 clusters Score: Raw -7685275.021858 + Penalty 2151.312378 = -7683123.709479 nChanged 19 SP:Iteration 28Q (10064.632026 sec): 3 clusters Score: Raw -7685284.010336 + Penalty 2151.312378 = -7683132.697957 nChanged 19 SP:Iteration 29Q (10064.758023 sec): 3 clusters Score: Raw -7685295.463998 + Penalty 2151.312378 = -7683144.151619 nChanged 21 SP:Iteration 30Q (10064.850675 sec): 3 clusters Score: Raw -7685306.832909 + Penalty 2151.312378 = -7683155.520530 nChanged 14 SP:Iteration 31Q (10064.976027 sec): 3 clusters Score: Raw -7685311.104388 + Penalty 2151.312378 = -7683159.792009 nChanged 8 SP:Iteration 32Q (10065.103575 sec): 3 clusters Score: Raw -7685315.449696 + Penalty 2151.312378 = -7683164.137318 nChanged 16 SP:Iteration 33Q (10065.242088 sec): 3 clusters Score: Raw -7685321.857211 + Penalty 2151.312378 = -7683170.544833 nChanged 15 SP:Iteration 34Q (10065.346875 sec): 3 clusters Score: Raw -7685328.425265 + Penalty 2151.312378 = -7683177.112886 nChanged 16 SP:Iteration 35Q (10065.465180 sec): 3 clusters Score: Raw -7685333.495711 + Penalty 2151.312378 = -7683182.183332 nChanged 8 SP:Iteration 36Q (10065.587833 sec): 3 clusters Score: Raw -7685335.805424 + Penalty 2151.312378 = -7683184.493045 nChanged 8 SP:Iteration 37Q (10065.694891 sec): 3 clusters Score: Raw -7685337.973495 + Penalty 2151.312378 = -7683186.661117 nChanged 3 SP:Iteration 38Q (10065.820999 sec): 3 clusters Score: Raw -7685338.475662 + Penalty 2151.312378 = -7683187.163284 nChanged 1 SP:Iteration 39Q (10065.942333 sec): 3 clusters Score: Raw -7685338.953239 + Penalty 2151.312378 = -7683187.640861 nChanged 3 SP:Iteration 40F (10066.086467 sec): 3 clusters Score: Raw -7685344.756192 + Penalty 2151.312378 = -7683193.443814 nChanged 12 SP:Iteration 41Q (10066.212671 sec): 3 clusters Score: Raw -7685352.593671 + Penalty 2151.312378 = -7683201.281292 nChanged 13 SP:Iteration 42Q (10066.326804 sec): 3 clusters Score: Raw -7685359.144960 + Penalty 2151.312378 = -7683207.832582 nChanged 16 SP:Iteration 43Q (10066.457329 sec): 3 clusters Score: Raw -7685374.412258 + Penalty 2151.312378 = -7683223.099880 nChanged 30 SP:Iteration 44Q (10066.588535 sec): 3 clusters Score: Raw -7685401.283396 + Penalty 2151.312378 = -7683249.971018 nChanged 33 SP:Iteration 45Q (10066.714522 sec): 3 clusters Score: Raw -7685421.042218 + Penalty 2151.312378 = -7683269.729840 nChanged 28 SP:Iteration 46Q (10066.844328 sec): 3 clusters Score: Raw -7685434.986445 + Penalty 2151.312378 = -7683283.674067 nChanged 23 SP:Iteration 47Q (10066.989296 sec): 3 clusters Score: Raw -7685444.056066 + Penalty 2151.312378 = -7683292.743688 nChanged 22 SP:Iteration 48Q (10067.120805 sec): 3 clusters Score: Raw -7685456.398543 + Penalty 2151.312378 = -7683305.086165 nChanged 29 SP:Iteration 49Q (10067.252434 sec): 3 clusters Score: Raw -7685469.475630 + Penalty 2151.312378 = -7683318.163251 nChanged 23 SP:Iteration 50Q (10067.399106 sec): 3 clusters Score: Raw -7685478.625298 + Penalty 2151.312378 = -7683327.312920 nChanged 17 SP:Iteration 51Q (10067.539080 sec): 3 clusters Score: Raw -7685483.900130 + Penalty 2151.312378 = -7683332.587752 nChanged 10 SP:Iteration 52Q (10067.662348 sec): 3 clusters Score: Raw -7685486.505691 + Penalty 2151.312378 = -7683335.193312 nChanged 8 SP:Iteration 53Q (10067.796800 sec): 3 clusters Score: Raw -7685489.358005 + Penalty 2151.312378 = -7683338.045627 nChanged 8 SP:Iteration 54Q (10067.935565 sec): 3 clusters Score: Raw -7685492.907033 + Penalty 2151.312378 = -7683341.594654 nChanged 5 SP:Iteration 55Q (10068.049081 sec): 3 clusters Score: Raw -7685498.008545 + Penalty 2151.312378 = -7683346.696166 nChanged 12 SP:Iteration 56Q (10068.174219 sec): 3 clusters Score: Raw -7685504.194159 + Penalty 2151.312378 = -7683352.881780 nChanged 19 SP:Iteration 57Q (10068.317168 sec): 3 clusters Score: Raw -7685511.360583 + Penalty 2151.312378 = -7683360.048205 nChanged 16 SP:Iteration 58Q (10068.442520 sec): 3 clusters Score: Raw -7685517.428483 + Penalty 2151.312378 = -7683366.116105 nChanged 14 SP:Iteration 59Q (10068.573967 sec): 3 clusters Score: Raw -7685522.972296 + Penalty 2151.312378 = -7683371.659917 nChanged 11 SP:Iteration 60F (10068.719488 sec): 3 clusters Score: Raw -7685561.942332 + Penalty 2151.312378 = -7683410.629954 nChanged 25 SP:Iteration 61Q (10068.821374 sec): 3 clusters Score: Raw -7685579.493864 + Penalty 2151.312378 = -7683428.181486 nChanged 28 SP:Iteration 62Q (10068.948600 sec): 3 clusters Score: Raw -7685596.129897 + Penalty 2151.312378 = -7683444.817518 nChanged 40 SP:Iteration 63Q (10069.093709 sec): 3 clusters Score: Raw -7685619.588788 + Penalty 2151.312378 = -7683468.276410 nChanged 38 SP:Iteration 64Q (10069.223175 sec): 3 clusters Score: Raw -7685646.610168 + Penalty 2151.312378 = -7683495.297790 nChanged 43 SP:Iteration 65Q (10069.363160 sec): 3 clusters Score: Raw -7685677.220596 + Penalty 2151.312378 = -7683525.908218 nChanged 42 SP:Iteration 66Q (10069.502080 sec): 3 clusters Score: Raw -7685704.230620 + Penalty 2151.312378 = -7683552.918241 nChanged 60 SP:Iteration 67Q (10069.634077 sec): 3 clusters Score: Raw -7685735.342770 + Penalty 2151.312378 = -7683584.030392 nChanged 52 SP:Iteration 68Q (10069.769759 sec): 3 clusters Score: Raw -7685760.160574 + Penalty 2151.312378 = -7683608.848196 nChanged 39 SP:Iteration 69Q (10069.906259 sec): 3 clusters Score: Raw -7685780.812648 + Penalty 2151.312378 = -7683629.500269 nChanged 40 SP:Iteration 70Q (10070.032640 sec): 3 clusters Score: Raw -7685801.493178 + Penalty 2151.312378 = -7683650.180799 nChanged 43 SP:Iteration 71Q (10070.169070 sec): 3 clusters Score: Raw -7685828.795401 + Penalty 2151.312378 = -7683677.483023 nChanged 42 SP:Iteration 72Q (10070.317104 sec): 3 clusters Score: Raw -7685852.548059 + Penalty 2151.312378 = -7683701.235681 nChanged 41 SP:Iteration 73Q (10070.444402 sec): 3 clusters Score: Raw -7685881.868482 + Penalty 2151.312378 = -7683730.556104 nChanged 48 SP:Iteration 74Q (10070.579120 sec): 3 clusters Score: Raw -7685917.966048 + Penalty 2151.312378 = -7683766.653670 nChanged 42 SP:Iteration 75Q (10070.714137 sec): 3 clusters Score: Raw -7685935.993232 + Penalty 2151.312378 = -7683784.680853 nChanged 35 SP:Iteration 76Q (10070.848625 sec): 3 clusters Score: Raw -7685948.725267 + Penalty 2151.312378 = -7683797.412888 nChanged 24 SP:Iteration 77Q (10070.949570 sec): 3 clusters Score: Raw -7685953.924916 + Penalty 2151.312378 = -7683802.612538 nChanged 17 SP:Iteration 78Q (10071.051012 sec): 3 clusters Score: Raw -7685958.498187 + Penalty 2151.312378 = -7683807.185809 nChanged 12 SP:Iteration 79Q (10071.152533 sec): 3 clusters Score: Raw -7685960.788103 + Penalty 2151.312378 = -7683809.475724 nChanged 9 SP:Iteration 80F (10071.304174 sec): 3 clusters Score: Raw -7686052.516088 + Penalty 2151.312378 = -7683901.203710 nChanged 78 SP:Iteration 81Q (10071.433383 sec): 3 clusters Score: Raw -7686148.004301 + Penalty 2151.312378 = -7683996.691922 nChanged 92 SP:Iteration 82Q (10071.561884 sec): 3 clusters Score: Raw -7686207.896809 + Penalty 2151.312378 = -7684056.584430 nChanged 106 SP:Iteration 83Q (10071.678085 sec): 3 clusters Score: Raw -7686275.006437 + Penalty 2151.312378 = -7684123.694059 nChanged 103 SP:Iteration 84Q (10071.805762 sec): 3 clusters Score: Raw -7686341.517113 + Penalty 2151.312378 = -7684190.204735 nChanged 95 SP:Iteration 85Q (10071.927375 sec): 3 clusters Score: Raw -7686396.482205 + Penalty 2151.312378 = -7684245.169826 nChanged 91 SP:Iteration 86Q (10072.066468 sec): 3 clusters Score: Raw -7686440.468078 + Penalty 2151.312378 = -7684289.155700 nChanged 75 SP:Iteration 87Q (10072.195357 sec): 3 clusters Score: Raw -7686465.127956 + Penalty 2151.312378 = -7684313.815578 nChanged 47 SP:Iteration 88Q (10072.321398 sec): 3 clusters Score: Raw -7686476.848407 + Penalty 2151.312378 = -7684325.536029 nChanged 30 SP:Iteration 89Q (10072.443702 sec): 3 clusters Score: Raw -7686483.573687 + Penalty 2151.312378 = -7684332.261308 nChanged 24 SP:Iteration 90Q (10072.570717 sec): 3 clusters Score: Raw -7686486.915948 + Penalty 2151.312378 = -7684335.603570 nChanged 17 SP:Iteration 91Q (10072.698259 sec): 3 clusters Score: Raw -7686489.030924 + Penalty 2151.312378 = -7684337.718545 nChanged 16 SP:Iteration 92Q (10072.817141 sec): 3 clusters Score: Raw -7686490.868053 + Penalty 2151.312378 = -7684339.555674 nChanged 12 SP:Iteration 93Q (10072.945207 sec): 3 clusters Score: Raw -7686492.315823 + Penalty 2151.312378 = -7684341.003445 nChanged 8 SP:Iteration 94Q (10073.070743 sec): 3 clusters Score: Raw -7686493.251937 + Penalty 2151.312378 = -7684341.939558 nChanged 9 SP:Iteration 95Q (10073.178326 sec): 3 clusters Score: Raw -7686494.117175 + Penalty 2151.312378 = -7684342.804796 nChanged 7 SP:Iteration 96Q (10073.315583 sec): 3 clusters Score: Raw -7686494.840942 + Penalty 2151.312378 = -7684343.528563 nChanged 2 SP:Iteration 97Q (10073.442462 sec): 3 clusters Score: Raw -7686495.002701 + Penalty 2151.312378 = -7684343.690322 nChanged 5 SP:Iteration 98Q (10073.582924 sec): 3 clusters Score: Raw -7686495.628923 + Penalty 2151.312378 = -7684344.316544 nChanged 4 SP:Iteration 99Q (10073.718459 sec): 3 clusters Score: Raw -7686496.145628 + Penalty 2151.312378 = -7684344.833250 nChanged 1 SP:Iteration 100F (10073.873367 sec): 3 clusters Score: Raw -7686549.445746 + Penalty 2151.312378 = -7684398.133368 nChanged 45 SP:Iteration 101Q (10073.997095 sec): 3 clusters Score: Raw -7686583.363376 + Penalty 2151.312378 = -7684432.050998 nChanged 64 SP:Iteration 102Q (10074.130273 sec): 3 clusters Score: Raw -7686608.172948 + Penalty 2151.312378 = -7684456.860569 nChanged 50 SP:Iteration 103Q (10074.269117 sec): 3 clusters Score: Raw -7686621.000280 + Penalty 2151.312378 = -7684469.687902 nChanged 38 SP:Iteration 104Q (10074.396229 sec): 3 clusters Score: Raw -7686632.074285 + Penalty 2151.312378 = -7684480.761906 nChanged 37 SP:Iteration 105Q (10074.542259 sec): 3 clusters Score: Raw -7686638.894331 + Penalty 2151.312378 = -7684487.581953 nChanged 24 SP:Iteration 106Q (10074.669093 sec): 3 clusters Score: Raw -7686642.478892 + Penalty 2151.312378 = -7684491.166514 nChanged 21 SP:Iteration 107Q (10074.804846 sec): 3 clusters Score: Raw -7686644.873930 + Penalty 2151.312378 = -7684493.561552 nChanged 11 SP:Iteration 108Q (10074.942471 sec): 3 clusters Score: Raw -7686646.424500 + Penalty 2151.312378 = -7684495.112122 nChanged 16 SP:Iteration 109Q (10075.085351 sec): 3 clusters Score: Raw -7686648.745778 + Penalty 2151.312378 = -7684497.433399 nChanged 13 SP:Iteration 110Q (10075.216115 sec): 3 clusters Score: Raw -7686650.447564 + Penalty 2151.312378 = -7684499.135185 nChanged 6 SP:Iteration 111Q (10075.347666 sec): 3 clusters Score: Raw -7686651.032221 + Penalty 2151.312378 = -7684499.719843 nChanged 6 SP:Iteration 112Q (10075.486646 sec): 3 clusters Score: Raw -7686651.343296 + Penalty 2151.312378 = -7684500.030918 nChanged 4 SP:Iteration 113Q (10075.624324 sec): 3 clusters Score: Raw -7686651.673869 + Penalty 2151.312378 = -7684500.361490 nChanged 5 SP:Iteration 114Q (10075.771241 sec): 3 clusters Score: Raw -7686652.084423 + Penalty 2151.312378 = -7684500.772044 nChanged 5 SP:Iteration 115Q (10075.902129 sec): 3 clusters Score: Raw -7686652.295263 + Penalty 2151.312378 = -7684500.982885 nChanged 3 SP:Iteration 116Q (10076.027929 sec): 3 clusters Score: Raw -7686652.425603 + Penalty 2151.312378 = -7684501.113225 nChanged 3 SP:Iteration 117Q (10076.146523 sec): 3 clusters Score: Raw -7686652.710807 + Penalty 2151.312378 = -7684501.398428 nChanged 4 SP:Iteration 118Q (10076.279640 sec): 3 clusters Score: Raw -7686653.060826 + Penalty 2151.312378 = -7684501.748448 nChanged 4 SP:Iteration 119Q (10076.421857 sec): 3 clusters Score: Raw -7686653.361530 + Penalty 2151.312378 = -7684502.049152 nChanged 3 SP:Iteration 120F (10076.566125 sec): 3 clusters Score: Raw -7686653.592663 + Penalty 2151.312378 = -7684502.280284 nChanged 3 SP:Iteration 121Q (10076.699327 sec): 3 clusters Score: Raw -7686653.770294 + Penalty 2151.312378 = -7684502.457916 nChanged 3 SP:Iteration 122Q (10076.831620 sec): 3 clusters Score: Raw -7686653.942128 + Penalty 2151.312378 = -7684502.629750 nChanged 2 SP:Iteration 123Q (10076.958761 sec): 3 clusters Score: Raw -7686654.123166 + Penalty 2151.312378 = -7684502.810788 nChanged 3 SP:Iteration 124Q (10077.085318 sec): 3 clusters Score: Raw -7686654.447741 + Penalty 2151.312378 = -7684503.135363 nChanged 3 SP:Iteration 125Q (10077.223642 sec): 3 clusters Score: Raw -7686654.767448 + Penalty 2151.312378 = -7684503.455069 nChanged 6 SP:Iteration 126Q (10077.347471 sec): 3 clusters Score: Raw -7686655.281001 + Penalty 2151.312378 = -7684503.968623 nChanged 5 SP:Iteration 127Q (10077.475516 sec): 3 clusters Score: Raw -7686655.769464 + Penalty 2151.312378 = -7684504.457085 nChanged 6 SP:Iteration 128Q (10077.620074 sec): 3 clusters Score: Raw -7686656.236512 + Penalty 2151.312378 = -7684504.924133 nChanged 4 SP:Iteration 129Q (10077.747627 sec): 3 clusters Score: Raw -7686656.557995 + Penalty 2151.312378 = -7684505.245617 nChanged 6 SP:Iteration 130Q (10077.886500 sec): 3 clusters Score: Raw -7686657.302105 + Penalty 2151.312378 = -7684505.989726 nChanged 11 SP:Iteration 131Q (10078.017288 sec): 3 clusters Score: Raw -7686659.158523 + Penalty 2151.312378 = -7684507.846144 nChanged 14 SP:Iteration 132Q (10078.144932 sec): 3 clusters Score: Raw -7686660.587729 + Penalty 2151.312378 = -7684509.275351 nChanged 6 SP:Iteration 133Q (10078.261981 sec): 3 clusters Score: Raw -7686661.237318 + Penalty 2151.312378 = -7684509.924939 nChanged 6 SP:Iteration 134Q (10078.392924 sec): 3 clusters Score: Raw -7686661.957951 + Penalty 2151.312378 = -7684510.645573 nChanged 11 SP:Iteration 135Q (10078.523676 sec): 3 clusters Score: Raw -7686663.198245 + Penalty 2151.312378 = -7684511.885867 nChanged 7 SP:Iteration 136Q (10078.651219 sec): 3 clusters Score: Raw -7686664.221301 + Penalty 2151.312378 = -7684512.908923 nChanged 7 SP:Iteration 137Q (10078.778108 sec): 3 clusters Score: Raw -7686664.828231 + Penalty 2151.312378 = -7684513.515852 nChanged 3 SP:Iteration 138Q (10078.893653 sec): 3 clusters Score: Raw -7686665.083417 + Penalty 2151.312378 = -7684513.771038 nChanged 2 SP:Iteration 139Q (10079.019482 sec): 3 clusters Score: Raw -7686665.271240 + Penalty 2151.312378 = -7684513.958862 nChanged 2 SP:Iteration 140F (10079.158553 sec): 3 clusters Score: Raw -7686665.374096 + Penalty 2151.312378 = -7684514.061717 nChanged 2 SP:Iteration 141Q (10079.285514 sec): 3 clusters Score: Raw -7686665.602578 + Penalty 2151.312378 = -7684514.290200 nChanged 2 SP:Iteration 142Q (10079.412898 sec): 3 clusters Score: Raw -7686665.832485 + Penalty 2151.312378 = -7684514.520106 nChanged 3 SP:Iteration 143Q (10079.522532 sec): 3 clusters Score: Raw -7686665.984632 + Penalty 2151.312378 = -7684514.672253 nChanged 3 SP:Iteration 144Q (10079.645886 sec): 3 clusters Score: Raw -7686666.132536 + Penalty 2151.312378 = -7684514.820158 nChanged 1 SP:Iteration 145Q (10079.779567 sec): 3 clusters Score: Raw -7686666.196786 + Penalty 2151.312378 = -7684514.884407 nChanged 1 SP:Iteration 146Q (10079.905935 sec): 3 clusters Score: Raw -7686666.243239 + Penalty 2151.312378 = -7684514.930860 nChanged 1 SP:Iteration 147Q (10080.030895 sec): 3 clusters Score: Raw -7686666.336841 + Penalty 2151.312378 = -7684515.024463 nChanged 0 SP:Iteration 148F (10080.173535 sec): 3 clusters Score: Raw -7686666.336841 + Penalty 2151.312378 = -7684515.024463 nChanged 0 Score: Raw -89029246.016889 + Penalty 31455.940984 = -88997790.075905 Splitting cluster 15 changes total score from -88988759.707394 to -88997790.075905 So it's getting split into cluster 24. Trying to split cluster 16 (18823 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10091.602590 sec): 2 clusters Score: Raw -1787132.465811 + Penalty 935.069307 = -1786197.396505 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10091.670628 sec): 3 clusters Score: Raw -1775425.984679 + Penalty 1870.138613 = -1773555.846066 nChanged 8594 SP:Iteration 1F (10091.738506 sec): 3 clusters Score: Raw -1780223.287772 + Penalty 1870.138613 = -1778353.149159 nChanged 1098 SP:Iteration 2F (10091.805717 sec): 3 clusters Score: Raw -1780695.296269 + Penalty 1870.138613 = -1778825.157656 nChanged 1102 SP:Iteration 3F (10091.872565 sec): 3 clusters Score: Raw -1781259.754173 + Penalty 1870.138613 = -1779389.615560 nChanged 1147 SP:Iteration 4F (10091.939883 sec): 3 clusters Score: Raw -1781930.593993 + Penalty 1870.138613 = -1780060.455380 nChanged 1212 SP:Iteration 5F (10092.007634 sec): 3 clusters Score: Raw -1782767.839172 + Penalty 1870.138613 = -1780897.700559 nChanged 1281 SP:Iteration 6F (10092.074449 sec): 3 clusters Score: Raw -1783752.480005 + Penalty 1870.138613 = -1781882.341392 nChanged 1273 SP:Iteration 7F (10092.142077 sec): 3 clusters Score: Raw -1784729.889550 + Penalty 1870.138613 = -1782859.750937 nChanged 1057 SP:Iteration 8F (10092.205563 sec): 3 clusters Score: Raw -1785435.774937 + Penalty 1870.138613 = -1783565.636324 nChanged 814 SP:Iteration 9Q (10092.259841 sec): 3 clusters Score: Raw -1785896.627471 + Penalty 1870.138613 = -1784026.488858 nChanged 586 SP:Iteration 10Q (10092.328132 sec): 3 clusters Score: Raw -1786158.389642 + Penalty 1870.138613 = -1784288.251029 nChanged 439 SP:Iteration 11Q (10092.395379 sec): 3 clusters Score: Raw -1786301.826042 + Penalty 1870.138613 = -1784431.687429 nChanged 324 SP:Iteration 12Q (10092.464531 sec): 3 clusters Score: Raw -1786397.410726 + Penalty 1870.138613 = -1784527.272113 nChanged 241 SP:Iteration 13Q (10092.536814 sec): 3 clusters Score: Raw -1786461.825142 + Penalty 1870.138613 = -1784591.686529 nChanged 200 SP:Iteration 14Q (10092.604924 sec): 3 clusters Score: Raw -1786510.535788 + Penalty 1870.138613 = -1784640.397175 nChanged 171 SP:Iteration 15Q (10092.672903 sec): 3 clusters Score: Raw -1786545.336134 + Penalty 1870.138613 = -1784675.197521 nChanged 145 SP:Iteration 16Q (10092.730713 sec): 3 clusters Score: Raw -1786572.782404 + Penalty 1870.138613 = -1784702.643791 nChanged 135 SP:Iteration 17Q (10092.809656 sec): 3 clusters Score: Raw -1786598.013517 + Penalty 1870.138613 = -1784727.874904 nChanged 124 SP:Iteration 18Q (10092.881094 sec): 3 clusters Score: Raw -1786622.924020 + Penalty 1870.138613 = -1784752.785407 nChanged 132 SP:Iteration 19Q (10092.946857 sec): 3 clusters Score: Raw -1786646.930299 + Penalty 1870.138613 = -1784776.791686 nChanged 117 SP:Iteration 20F (10093.001915 sec): 3 clusters Score: Raw -1786666.708069 + Penalty 1870.138613 = -1784796.569456 nChanged 102 SP:Iteration 21Q (10093.066799 sec): 3 clusters Score: Raw -1786684.115099 + Penalty 1870.138613 = -1784813.976486 nChanged 105 SP:Iteration 22Q (10093.142491 sec): 3 clusters Score: Raw -1786699.814978 + Penalty 1870.138613 = -1784829.676365 nChanged 87 SP:Iteration 23Q (10093.205027 sec): 3 clusters Score: Raw -1786711.239260 + Penalty 1870.138613 = -1784841.100647 nChanged 74 SP:Iteration 24Q (10093.275167 sec): 3 clusters Score: Raw -1786720.445192 + Penalty 1870.138613 = -1784850.306579 nChanged 73 SP:Iteration 25Q (10093.355741 sec): 3 clusters Score: Raw -1786729.674605 + Penalty 1870.138613 = -1784859.535992 nChanged 74 SP:Iteration 26Q (10093.416534 sec): 3 clusters Score: Raw -1786739.759567 + Penalty 1870.138613 = -1784869.620954 nChanged 88 SP:Iteration 27Q (10093.491507 sec): 3 clusters Score: Raw -1786754.311791 + Penalty 1870.138613 = -1784884.173178 nChanged 85 SP:Iteration 28Q (10093.565454 sec): 3 clusters Score: Raw -1786767.929180 + Penalty 1870.138613 = -1784897.790567 nChanged 78 SP:Iteration 29Q (10093.638917 sec): 3 clusters Score: Raw -1786781.520611 + Penalty 1870.138613 = -1784911.381998 nChanged 83 SP:Iteration 30Q (10093.670936 sec): 3 clusters Score: Raw -1786792.177730 + Penalty 1870.138613 = -1784922.039117 nChanged 70 SP:Iteration 31Q (10093.751642 sec): 3 clusters Score: Raw -1786801.552335 + Penalty 1870.138613 = -1784931.413722 nChanged 63 SP:Iteration 32Q (10093.826358 sec): 3 clusters Score: Raw -1786810.906066 + Penalty 1870.138613 = -1784940.767453 nChanged 56 SP:Iteration 33Q (10093.891581 sec): 3 clusters Score: Raw -1786818.858607 + Penalty 1870.138613 = -1784948.719994 nChanged 66 SP:Iteration 34Q (10093.969299 sec): 3 clusters Score: Raw -1786829.648652 + Penalty 1870.138613 = -1784959.510039 nChanged 68 SP:Iteration 35Q (10094.038764 sec): 3 clusters Score: Raw -1786839.764907 + Penalty 1870.138613 = -1784969.626294 nChanged 68 SP:Iteration 36Q (10094.111367 sec): 3 clusters Score: Raw -1786851.321172 + Penalty 1870.138613 = -1784981.182559 nChanged 74 SP:Iteration 37Q (10094.175558 sec): 3 clusters Score: Raw -1786865.717852 + Penalty 1870.138613 = -1784995.579239 nChanged 74 SP:Iteration 38Q (10094.243497 sec): 3 clusters Score: Raw -1786878.738502 + Penalty 1870.138613 = -1785008.599889 nChanged 79 SP:Iteration 39Q (10094.314620 sec): 3 clusters Score: Raw -1786892.530097 + Penalty 1870.138613 = -1785022.391484 nChanged 77 SP:Iteration 40F (10094.366675 sec): 3 clusters Score: Raw -1786906.160567 + Penalty 1870.138613 = -1785036.021954 nChanged 89 SP:Iteration 41Q (10094.400517 sec): 3 clusters Score: Raw -1786921.093322 + Penalty 1870.138613 = -1785050.954709 nChanged 96 SP:Iteration 42Q (10094.435921 sec): 3 clusters Score: Raw -1786938.135366 + Penalty 1870.138613 = -1785067.996753 nChanged 85 SP:Iteration 43Q (10094.471199 sec): 3 clusters Score: Raw -1786953.258828 + Penalty 1870.138613 = -1785083.120215 nChanged 95 SP:Iteration 44Q (10094.516709 sec): 3 clusters Score: Raw -1786968.672546 + Penalty 1870.138613 = -1785098.533933 nChanged 88 SP:Iteration 45Q (10094.541975 sec): 3 clusters Score: Raw -1786980.889621 + Penalty 1870.138613 = -1785110.751008 nChanged 77 SP:Iteration 46Q (10094.625022 sec): 3 clusters Score: Raw -1786990.969710 + Penalty 1870.138613 = -1785120.831097 nChanged 72 SP:Iteration 47Q (10094.689779 sec): 3 clusters Score: Raw -1786999.027139 + Penalty 1870.138613 = -1785128.888526 nChanged 70 SP:Iteration 48Q (10094.759050 sec): 3 clusters Score: Raw -1787007.661737 + Penalty 1870.138613 = -1785137.523124 nChanged 61 SP:Iteration 49Q (10094.831929 sec): 3 clusters Score: Raw -1787017.194808 + Penalty 1870.138613 = -1785147.056195 nChanged 65 SP:Iteration 50Q (10094.901734 sec): 3 clusters Score: Raw -1787026.323324 + Penalty 1870.138613 = -1785156.184711 nChanged 72 SP:Iteration 51Q (10094.966046 sec): 3 clusters Score: Raw -1787036.136278 + Penalty 1870.138613 = -1785165.997665 nChanged 84 SP:Iteration 52Q (10095.038400 sec): 3 clusters Score: Raw -1787047.188488 + Penalty 1870.138613 = -1785177.049875 nChanged 85 SP:Iteration 53Q (10095.109622 sec): 3 clusters Score: Raw -1787060.014487 + Penalty 1870.138613 = -1785189.875874 nChanged 96 SP:Iteration 54Q (10095.179757 sec): 3 clusters Score: Raw -1787075.990270 + Penalty 1870.138613 = -1785205.851657 nChanged 96 SP:Iteration 55Q (10095.240066 sec): 3 clusters Score: Raw -1787092.305065 + Penalty 1870.138613 = -1785222.166452 nChanged 95 SP:Iteration 56Q (10095.299324 sec): 3 clusters Score: Raw -1787107.750879 + Penalty 1870.138613 = -1785237.612266 nChanged 103 SP:Iteration 57Q (10095.377258 sec): 3 clusters Score: Raw -1787122.491187 + Penalty 1870.138613 = -1785252.352574 nChanged 94 SP:Iteration 58Q (10095.434843 sec): 3 clusters Score: Raw -1787136.308399 + Penalty 1870.138613 = -1785266.169786 nChanged 105 SP:Iteration 59Q (10095.513350 sec): 3 clusters Score: Raw -1787154.305774 + Penalty 1870.138613 = -1785284.167161 nChanged 109 SP:Iteration 60F (10095.578817 sec): 3 clusters Score: Raw -1787176.016917 + Penalty 1870.138613 = -1785305.878304 nChanged 116 SP:Iteration 61Q (10095.644656 sec): 3 clusters Score: Raw -1787201.193452 + Penalty 1870.138613 = -1785331.054839 nChanged 121 SP:Iteration 62Q (10095.716841 sec): 3 clusters Score: Raw -1787228.272966 + Penalty 1870.138613 = -1785358.134353 nChanged 138 SP:Iteration 63Q (10095.774007 sec): 3 clusters Score: Raw -1787260.201511 + Penalty 1870.138613 = -1785390.062898 nChanged 155 SP:Iteration 64Q (10095.842751 sec): 3 clusters Score: Raw -1787300.188745 + Penalty 1870.138613 = -1785430.050132 nChanged 153 SP:Iteration 65Q (10095.908851 sec): 3 clusters Score: Raw -1787340.947890 + Penalty 1870.138613 = -1785470.809277 nChanged 173 SP:Iteration 66Q (10095.986411 sec): 3 clusters Score: Raw -1787386.667411 + Penalty 1870.138613 = -1785516.528798 nChanged 158 SP:Iteration 67Q (10096.049722 sec): 3 clusters Score: Raw -1787422.617178 + Penalty 1870.138613 = -1785552.478565 nChanged 157 SP:Iteration 68Q (10096.118831 sec): 3 clusters Score: Raw -1787460.037606 + Penalty 1870.138613 = -1785589.898993 nChanged 173 SP:Iteration 69Q (10096.174970 sec): 3 clusters Score: Raw -1787504.767060 + Penalty 1870.138613 = -1785634.628447 nChanged 178 SP:Iteration 70Q (10096.254586 sec): 3 clusters Score: Raw -1787553.167254 + Penalty 1870.138613 = -1785683.028641 nChanged 172 SP:Iteration 71Q (10096.325661 sec): 3 clusters Score: Raw -1787595.806670 + Penalty 1870.138613 = -1785725.668057 nChanged 180 SP:Iteration 72Q (10096.396915 sec): 3 clusters Score: Raw -1787641.122841 + Penalty 1870.138613 = -1785770.984228 nChanged 169 SP:Iteration 73Q (10096.468620 sec): 3 clusters Score: Raw -1787683.088470 + Penalty 1870.138613 = -1785812.949857 nChanged 157 SP:Iteration 74Q (10096.539581 sec): 3 clusters Score: Raw -1787719.274451 + Penalty 1870.138613 = -1785849.135838 nChanged 152 SP:Iteration 75Q (10096.601977 sec): 3 clusters Score: Raw -1787753.821382 + Penalty 1870.138613 = -1785883.682769 nChanged 146 SP:Iteration 76Q (10096.672711 sec): 3 clusters Score: Raw -1787787.091963 + Penalty 1870.138613 = -1785916.953350 nChanged 139 SP:Iteration 77Q (10096.750426 sec): 3 clusters Score: Raw -1787814.282145 + Penalty 1870.138613 = -1785944.143532 nChanged 122 SP:Iteration 78Q (10096.815319 sec): 3 clusters Score: Raw -1787835.336482 + Penalty 1870.138613 = -1785965.197869 nChanged 97 SP:Iteration 79Q (10096.884574 sec): 3 clusters Score: Raw -1787849.056585 + Penalty 1870.138613 = -1785978.917972 nChanged 78 SP:Iteration 80F (10096.955769 sec): 3 clusters Score: Raw -1787859.225042 + Penalty 1870.138613 = -1785989.086429 nChanged 63 SP:Iteration 81Q (10097.023219 sec): 3 clusters Score: Raw -1787867.175740 + Penalty 1870.138613 = -1785997.037127 nChanged 63 SP:Iteration 82Q (10097.094468 sec): 3 clusters Score: Raw -1787874.365767 + Penalty 1870.138613 = -1786004.227154 nChanged 51 SP:Iteration 83Q (10097.145230 sec): 3 clusters Score: Raw -1787879.874274 + Penalty 1870.138613 = -1786009.735661 nChanged 44 SP:Iteration 84Q (10097.204151 sec): 3 clusters Score: Raw -1787884.160968 + Penalty 1870.138613 = -1786014.022355 nChanged 42 SP:Iteration 85Q (10097.265185 sec): 3 clusters Score: Raw -1787888.401409 + Penalty 1870.138613 = -1786018.262796 nChanged 39 SP:Iteration 86Q (10097.336747 sec): 3 clusters Score: Raw -1787892.450038 + Penalty 1870.138613 = -1786022.311425 nChanged 39 SP:Iteration 87Q (10097.396044 sec): 3 clusters Score: Raw -1787896.281485 + Penalty 1870.138613 = -1786026.142872 nChanged 40 SP:Iteration 88Q (10097.473184 sec): 3 clusters Score: Raw -1787899.361634 + Penalty 1870.138613 = -1786029.223021 nChanged 31 SP:Iteration 89Q (10097.531057 sec): 3 clusters Score: Raw -1787902.837168 + Penalty 1870.138613 = -1786032.698555 nChanged 39 SP:Iteration 90Q (10097.598947 sec): 3 clusters Score: Raw -1787907.034573 + Penalty 1870.138613 = -1786036.895960 nChanged 35 SP:Iteration 91Q (10097.675601 sec): 3 clusters Score: Raw -1787910.637685 + Penalty 1870.138613 = -1786040.499072 nChanged 32 SP:Iteration 92Q (10097.741771 sec): 3 clusters Score: Raw -1787913.746944 + Penalty 1870.138613 = -1786043.608331 nChanged 38 SP:Iteration 93Q (10097.800906 sec): 3 clusters Score: Raw -1787917.703008 + Penalty 1870.138613 = -1786047.564395 nChanged 44 SP:Iteration 94Q (10097.871502 sec): 3 clusters Score: Raw -1787922.186440 + Penalty 1870.138613 = -1786052.047827 nChanged 28 SP:Iteration 95Q (10097.949772 sec): 3 clusters Score: Raw -1787924.802592 + Penalty 1870.138613 = -1786054.663979 nChanged 28 SP:Iteration 96Q (10098.011177 sec): 3 clusters Score: Raw -1787927.788793 + Penalty 1870.138613 = -1786057.650180 nChanged 33 SP:Iteration 97Q (10098.074944 sec): 3 clusters Score: Raw -1787931.668867 + Penalty 1870.138613 = -1786061.530254 nChanged 30 SP:Iteration 98Q (10098.140994 sec): 3 clusters Score: Raw -1787934.850963 + Penalty 1870.138613 = -1786064.712350 nChanged 31 SP:Iteration 99Q (10098.207000 sec): 3 clusters Score: Raw -1787938.028669 + Penalty 1870.138613 = -1786067.890056 nChanged 31 SP:Iteration 100F (10098.268519 sec): 3 clusters Score: Raw -1787940.721457 + Penalty 1870.138613 = -1786070.582844 nChanged 25 SP:Iteration 101Q (10098.336135 sec): 3 clusters Score: Raw -1787942.622679 + Penalty 1870.138613 = -1786072.484066 nChanged 24 SP:Iteration 102Q (10098.402462 sec): 3 clusters Score: Raw -1787944.541766 + Penalty 1870.138613 = -1786074.403153 nChanged 25 SP:Iteration 103Q (10098.472988 sec): 3 clusters Score: Raw -1787946.767044 + Penalty 1870.138613 = -1786076.628431 nChanged 18 SP:Iteration 104Q (10098.531681 sec): 3 clusters Score: Raw -1787948.074263 + Penalty 1870.138613 = -1786077.935650 nChanged 19 SP:Iteration 105Q (10098.601376 sec): 3 clusters Score: Raw -1787949.415108 + Penalty 1870.138613 = -1786079.276495 nChanged 21 SP:Iteration 106Q (10098.673748 sec): 3 clusters Score: Raw -1787951.320061 + Penalty 1870.138613 = -1786081.181448 nChanged 20 SP:Iteration 107Q (10098.743534 sec): 3 clusters Score: Raw -1787953.056810 + Penalty 1870.138613 = -1786082.918197 nChanged 26 SP:Iteration 108Q (10098.804419 sec): 3 clusters Score: Raw -1787955.080294 + Penalty 1870.138613 = -1786084.941681 nChanged 20 SP:Iteration 109Q (10098.873378 sec): 3 clusters Score: Raw -1787956.820260 + Penalty 1870.138613 = -1786086.681647 nChanged 19 SP:Iteration 110Q (10098.949921 sec): 3 clusters Score: Raw -1787958.617830 + Penalty 1870.138613 = -1786088.479217 nChanged 20 SP:Iteration 111Q (10099.024317 sec): 3 clusters Score: Raw -1787960.478127 + Penalty 1870.138613 = -1786090.339514 nChanged 26 SP:Iteration 112Q (10099.090585 sec): 3 clusters Score: Raw -1787962.844035 + Penalty 1870.138613 = -1786092.705422 nChanged 23 SP:Iteration 113Q (10099.158808 sec): 3 clusters Score: Raw -1787965.201329 + Penalty 1870.138613 = -1786095.062716 nChanged 24 SP:Iteration 114Q (10099.227812 sec): 3 clusters Score: Raw -1787967.394028 + Penalty 1870.138613 = -1786097.255415 nChanged 19 SP:Iteration 115Q (10099.296183 sec): 3 clusters Score: Raw -1787969.253903 + Penalty 1870.138613 = -1786099.115290 nChanged 30 SP:Iteration 116Q (10099.373341 sec): 3 clusters Score: Raw -1787972.132742 + Penalty 1870.138613 = -1786101.994129 nChanged 23 SP:Iteration 117Q (10099.423198 sec): 3 clusters Score: Raw -1787973.825530 + Penalty 1870.138613 = -1786103.686917 nChanged 17 SP:Iteration 118Q (10099.490373 sec): 3 clusters Score: Raw -1787975.184719 + Penalty 1870.138613 = -1786105.046106 nChanged 14 SP:Iteration 119Q (10099.557393 sec): 3 clusters Score: Raw -1787975.952476 + Penalty 1870.138613 = -1786105.813863 nChanged 13 SP:Iteration 120F (10099.632842 sec): 3 clusters Score: Raw -1787976.751410 + Penalty 1870.138613 = -1786106.612797 nChanged 10 SP:Iteration 121Q (10099.691903 sec): 3 clusters Score: Raw -1787977.409903 + Penalty 1870.138613 = -1786107.271290 nChanged 7 SP:Iteration 122Q (10099.769502 sec): 3 clusters Score: Raw -1787978.005051 + Penalty 1870.138613 = -1786107.866438 nChanged 7 SP:Iteration 123Q (10099.821692 sec): 3 clusters Score: Raw -1787978.824382 + Penalty 1870.138613 = -1786108.685769 nChanged 6 SP:Iteration 124Q (10099.890257 sec): 3 clusters Score: Raw -1787979.431841 + Penalty 1870.138613 = -1786109.293228 nChanged 8 SP:Iteration 125Q (10099.964623 sec): 3 clusters Score: Raw -1787980.231356 + Penalty 1870.138613 = -1786110.092743 nChanged 18 SP:Iteration 126Q (10100.015086 sec): 3 clusters Score: Raw -1787981.542029 + Penalty 1870.138613 = -1786111.403416 nChanged 14 SP:Iteration 127Q (10100.085015 sec): 3 clusters Score: Raw -1787982.443901 + Penalty 1870.138613 = -1786112.305288 nChanged 15 SP:Iteration 128Q (10100.145983 sec): 3 clusters Score: Raw -1787983.433559 + Penalty 1870.138613 = -1786113.294946 nChanged 18 SP:Iteration 129Q (10100.213561 sec): 3 clusters Score: Raw -1787984.710855 + Penalty 1870.138613 = -1786114.572242 nChanged 19 SP:Iteration 130Q (10100.289364 sec): 3 clusters Score: Raw -1787985.944328 + Penalty 1870.138613 = -1786115.805715 nChanged 11 SP:Iteration 131Q (10100.348427 sec): 3 clusters Score: Raw -1787986.758488 + Penalty 1870.138613 = -1786116.619875 nChanged 16 SP:Iteration 132Q (10100.398225 sec): 3 clusters Score: Raw -1787987.938763 + Penalty 1870.138613 = -1786117.800150 nChanged 8 SP:Iteration 133Q (10100.466467 sec): 3 clusters Score: Raw -1787988.527292 + Penalty 1870.138613 = -1786118.388679 nChanged 6 SP:Iteration 134Q (10100.532973 sec): 3 clusters Score: Raw -1787988.908272 + Penalty 1870.138613 = -1786118.769659 nChanged 5 SP:Iteration 135Q (10100.600366 sec): 3 clusters Score: Raw -1787989.181823 + Penalty 1870.138613 = -1786119.043210 nChanged 4 SP:Iteration 136Q (10100.670218 sec): 3 clusters Score: Raw -1787989.504178 + Penalty 1870.138613 = -1786119.365565 nChanged 3 SP:Iteration 137Q (10100.740391 sec): 3 clusters Score: Raw -1787989.678332 + Penalty 1870.138613 = -1786119.539719 nChanged 2 SP:Iteration 138Q (10100.810187 sec): 3 clusters Score: Raw -1787989.762860 + Penalty 1870.138613 = -1786119.624247 nChanged 0 SP:Iteration 139F (10100.869275 sec): 3 clusters Score: Raw -1787989.762860 + Penalty 1870.138613 = -1786119.624247 nChanged 0 Trying to split cluster 17 (1574 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10100.894384 sec): 2 clusters Score: Raw -130167.785201 + Penalty 699.330666 = -129468.454536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10100.938479 sec): 3 clusters Score: Raw -129603.283195 + Penalty 1398.661332 = -128204.621864 nChanged 660 SP:Iteration 1F (10100.985469 sec): 3 clusters Score: Raw -130617.593136 + Penalty 1398.661332 = -129218.931804 nChanged 266 SP:Iteration 2F (10101.034582 sec): 3 clusters Score: Raw -131466.764161 + Penalty 1398.661332 = -130068.102829 nChanged 158 SP:Iteration 3F (10101.083022 sec): 3 clusters Score: Raw -131919.141660 + Penalty 1398.661332 = -130520.480329 nChanged 76 SP:Iteration 4Q (10101.139031 sec): 3 clusters Score: Raw -132037.291363 + Penalty 1398.661332 = -130638.630032 nChanged 47 SP:Iteration 5Q (10101.183555 sec): 3 clusters Score: Raw -132111.875075 + Penalty 1398.661332 = -130713.213744 nChanged 35 SP:Iteration 6Q (10101.220588 sec): 3 clusters Score: Raw -132147.996231 + Penalty 1398.661332 = -130749.334900 nChanged 34 SP:Iteration 7Q (10101.278571 sec): 3 clusters Score: Raw -132187.800140 + Penalty 1398.661332 = -130789.138808 nChanged 39 SP:Iteration 8Q (10101.322146 sec): 3 clusters Score: Raw -132222.080819 + Penalty 1398.661332 = -130823.419488 nChanged 25 SP:Iteration 9Q (10101.358668 sec): 3 clusters Score: Raw -132241.887660 + Penalty 1398.661332 = -130843.226328 nChanged 27 SP:Iteration 10Q (10101.400027 sec): 3 clusters Score: Raw -132266.201442 + Penalty 1398.661332 = -130867.540111 nChanged 31 SP:Iteration 11Q (10101.442805 sec): 3 clusters Score: Raw -132297.575837 + Penalty 1398.661332 = -130898.914505 nChanged 32 SP:Iteration 12Q (10101.489951 sec): 3 clusters Score: Raw -132329.573026 + Penalty 1398.661332 = -130930.911694 nChanged 33 SP:Iteration 13Q (10101.527710 sec): 3 clusters Score: Raw -132381.062243 + Penalty 1398.661332 = -130982.400911 nChanged 34 SP:Iteration 14Q (10101.573862 sec): 3 clusters Score: Raw -132438.361780 + Penalty 1398.661332 = -131039.700448 nChanged 34 SP:Iteration 15Q (10101.615318 sec): 3 clusters Score: Raw -132521.279889 + Penalty 1398.661332 = -131122.618558 nChanged 33 SP:Iteration 16Q (10101.661025 sec): 3 clusters Score: Raw -132612.883179 + Penalty 1398.661332 = -131214.221848 nChanged 19 SP:Iteration 17Q (10101.705870 sec): 3 clusters Score: Raw -132631.040491 + Penalty 1398.661332 = -131232.379159 nChanged 12 SP:Iteration 18Q (10101.752899 sec): 3 clusters Score: Raw -132641.041397 + Penalty 1398.661332 = -131242.380066 nChanged 9 SP:Iteration 19Q (10101.799553 sec): 3 clusters Score: Raw -132646.082487 + Penalty 1398.661332 = -131247.421156 nChanged 7 SP:Iteration 20F (10101.846858 sec): 3 clusters Score: Raw -132650.302758 + Penalty 1398.661332 = -131251.641427 nChanged 5 SP:Iteration 21Q (10101.905713 sec): 3 clusters Score: Raw -132653.492786 + Penalty 1398.661332 = -131254.831454 nChanged 8 SP:Iteration 22Q (10101.942193 sec): 3 clusters Score: Raw -132658.883414 + Penalty 1398.661332 = -131260.222083 nChanged 8 SP:Iteration 23Q (10102.001263 sec): 3 clusters Score: Raw -132662.795288 + Penalty 1398.661332 = -131264.133956 nChanged 5 SP:Iteration 24Q (10102.052825 sec): 3 clusters Score: Raw -132665.191050 + Penalty 1398.661332 = -131266.529718 nChanged 3 SP:Iteration 25Q (10102.103307 sec): 3 clusters Score: Raw -132666.785941 + Penalty 1398.661332 = -131268.124610 nChanged 5 SP:Iteration 26Q (10102.129673 sec): 3 clusters Score: Raw -132669.301960 + Penalty 1398.661332 = -131270.640628 nChanged 4 SP:Iteration 27Q (10102.135656 sec): 3 clusters Score: Raw -132671.340921 + Penalty 1398.661332 = -131272.679589 nChanged 4 SP:Iteration 28Q (10102.141292 sec): 3 clusters Score: Raw -132672.453911 + Penalty 1398.661332 = -131273.792580 nChanged 2 SP:Iteration 29Q (10102.146830 sec): 3 clusters Score: Raw -132672.943890 + Penalty 1398.661332 = -131274.282559 nChanged 1 SP:Iteration 30Q (10102.152417 sec): 3 clusters Score: Raw -132673.197246 + Penalty 1398.661332 = -131274.535914 nChanged 2 SP:Iteration 31Q (10102.157939 sec): 3 clusters Score: Raw -132673.821781 + Penalty 1398.661332 = -131275.160449 nChanged 1 SP:Iteration 32Q (10102.163510 sec): 3 clusters Score: Raw -132674.416548 + Penalty 1398.661332 = -131275.755216 nChanged 2 SP:Iteration 33Q (10102.169105 sec): 3 clusters Score: Raw -132675.183008 + Penalty 1398.661332 = -131276.521677 nChanged 1 SP:Iteration 34Q (10102.174702 sec): 3 clusters Score: Raw -132675.849925 + Penalty 1398.661332 = -131277.188594 nChanged 3 SP:Iteration 35Q (10102.180282 sec): 3 clusters Score: Raw -132677.444118 + Penalty 1398.661332 = -131278.782786 nChanged 1 SP:Iteration 36Q (10102.185857 sec): 3 clusters Score: Raw -132677.993020 + Penalty 1398.661332 = -131279.331688 nChanged 1 SP:Iteration 37Q (10102.191439 sec): 3 clusters Score: Raw -132678.940371 + Penalty 1398.661332 = -131280.279040 nChanged 1 SP:Iteration 38Q (10102.197012 sec): 3 clusters Score: Raw -132679.200553 + Penalty 1398.661332 = -131280.539222 nChanged 0 SP:Iteration 39F (10102.202935 sec): 3 clusters Score: Raw -132679.200553 + Penalty 1398.661332 = -131280.539222 nChanged 0 Score: Raw -89031757.432241 + Penalty 32766.605191 = -88998990.827050 Splitting cluster 17 changes total score from -88988759.707394 to -88998990.827050 So it's getting split into cluster 25. Trying to split cluster 18 (61610 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10114.076015 sec): 2 clusters Score: Raw -5501231.808391 + Penalty 1047.715050 = -5500184.093341 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10114.198004 sec): 3 clusters Score: Raw -5461036.691409 + Penalty 2095.430100 = -5458941.261309 nChanged 29555 SP:Iteration 1F (10114.319548 sec): 3 clusters Score: Raw -5478843.328777 + Penalty 2095.430100 = -5476747.898677 nChanged 3002 SP:Iteration 2Q (10114.438331 sec): 3 clusters Score: Raw -5480172.068395 + Penalty 2095.430100 = -5478076.638295 nChanged 3376 SP:Iteration 3F (10114.568093 sec): 3 clusters Score: Raw -5481885.439614 + Penalty 2095.430100 = -5479790.009514 nChanged 3558 SP:Iteration 4F (10114.698623 sec): 3 clusters Score: Raw -5484109.147736 + Penalty 2095.430100 = -5482013.717636 nChanged 3792 SP:Iteration 5F (10114.825833 sec): 3 clusters Score: Raw -5486907.337469 + Penalty 2095.430100 = -5484811.907369 nChanged 3754 SP:Iteration 6F (10114.959301 sec): 3 clusters Score: Raw -5489872.944133 + Penalty 2095.430100 = -5487777.514033 nChanged 3286 SP:Iteration 7F (10115.082817 sec): 3 clusters Score: Raw -5491875.937323 + Penalty 2095.430100 = -5489780.507223 nChanged 2425 SP:Iteration 8Q (10115.211461 sec): 3 clusters Score: Raw -5492944.784439 + Penalty 2095.430100 = -5490849.354339 nChanged 1721 SP:Iteration 9Q (10115.347269 sec): 3 clusters Score: Raw -5493487.102290 + Penalty 2095.430100 = -5491391.672190 nChanged 1186 SP:Iteration 10Q (10115.476971 sec): 3 clusters Score: Raw -5493811.754558 + Penalty 2095.430100 = -5491716.324457 nChanged 1002 SP:Iteration 11Q (10115.606028 sec): 3 clusters Score: Raw -5494117.563770 + Penalty 2095.430100 = -5492022.133670 nChanged 976 SP:Iteration 12Q (10115.721740 sec): 3 clusters Score: Raw -5494458.120747 + Penalty 2095.430100 = -5492362.690647 nChanged 1053 SP:Iteration 13Q (10115.858207 sec): 3 clusters Score: Raw -5494850.009606 + Penalty 2095.430100 = -5492754.579506 nChanged 1061 SP:Iteration 14Q (10115.978785 sec): 3 clusters Score: Raw -5495273.495365 + Penalty 2095.430100 = -5493178.065265 nChanged 1114 SP:Iteration 15Q (10116.094855 sec): 3 clusters Score: Raw -5495726.989596 + Penalty 2095.430100 = -5493631.559496 nChanged 1117 SP:Iteration 16Q (10116.214558 sec): 3 clusters Score: Raw -5496172.690569 + Penalty 2095.430100 = -5494077.260469 nChanged 1116 SP:Iteration 17Q (10116.342306 sec): 3 clusters Score: Raw -5496642.297497 + Penalty 2095.430100 = -5494546.867397 nChanged 1190 SP:Iteration 18Q (10116.478763 sec): 3 clusters Score: Raw -5497186.475995 + Penalty 2095.430100 = -5495091.045895 nChanged 1154 SP:Iteration 19Q (10116.596093 sec): 3 clusters Score: Raw -5497748.840166 + Penalty 2095.430100 = -5495653.410066 nChanged 1078 SP:Iteration 20F (10116.714114 sec): 3 clusters Score: Raw -5498287.690726 + Penalty 2095.430100 = -5496192.260626 nChanged 1026 SP:Iteration 21Q (10116.833273 sec): 3 clusters Score: Raw -5498802.425397 + Penalty 2095.430100 = -5496706.995297 nChanged 917 SP:Iteration 22Q (10116.957466 sec): 3 clusters Score: Raw -5499230.851841 + Penalty 2095.430100 = -5497135.421741 nChanged 849 SP:Iteration 23Q (10117.068087 sec): 3 clusters Score: Raw -5499620.130617 + Penalty 2095.430100 = -5497524.700517 nChanged 723 SP:Iteration 24Q (10117.189045 sec): 3 clusters Score: Raw -5499947.255494 + Penalty 2095.430100 = -5497851.825394 nChanged 685 SP:Iteration 25Q (10117.315295 sec): 3 clusters Score: Raw -5500263.396864 + Penalty 2095.430100 = -5498167.966763 nChanged 603 SP:Iteration 26Q (10117.434178 sec): 3 clusters Score: Raw -5500528.270097 + Penalty 2095.430100 = -5498432.839997 nChanged 485 SP:Iteration 27Q (10117.553038 sec): 3 clusters Score: Raw -5500734.879982 + Penalty 2095.430100 = -5498639.449881 nChanged 433 SP:Iteration 28Q (10117.635324 sec): 3 clusters Score: Raw -5500933.288008 + Penalty 2095.430100 = -5498837.857908 nChanged 387 SP:Iteration 29Q (10117.744675 sec): 3 clusters Score: Raw -5501107.017712 + Penalty 2095.430100 = -5499011.587611 nChanged 337 SP:Iteration 30Q (10117.870485 sec): 3 clusters Score: Raw -5501253.628370 + Penalty 2095.430100 = -5499158.198270 nChanged 265 SP:Iteration 31Q (10117.978979 sec): 3 clusters Score: Raw -5501357.753113 + Penalty 2095.430100 = -5499262.323013 nChanged 198 SP:Iteration 32Q (10118.106135 sec): 3 clusters Score: Raw -5501430.713906 + Penalty 2095.430100 = -5499335.283806 nChanged 162 SP:Iteration 33Q (10118.214971 sec): 3 clusters Score: Raw -5501492.767087 + Penalty 2095.430100 = -5499397.336986 nChanged 132 SP:Iteration 34Q (10118.318534 sec): 3 clusters Score: Raw -5501535.908829 + Penalty 2095.430100 = -5499440.478729 nChanged 96 SP:Iteration 35Q (10118.440842 sec): 3 clusters Score: Raw -5501564.423884 + Penalty 2095.430100 = -5499468.993784 nChanged 72 SP:Iteration 36Q (10118.549396 sec): 3 clusters Score: Raw -5501585.411851 + Penalty 2095.430100 = -5499489.981750 nChanged 66 SP:Iteration 37Q (10118.650995 sec): 3 clusters Score: Raw -5501601.182434 + Penalty 2095.430100 = -5499505.752334 nChanged 52 SP:Iteration 38Q (10118.762878 sec): 3 clusters Score: Raw -5501611.957287 + Penalty 2095.430100 = -5499516.527187 nChanged 35 SP:Iteration 39Q (10118.878954 sec): 3 clusters Score: Raw -5501618.864841 + Penalty 2095.430100 = -5499523.434741 nChanged 29 SP:Iteration 40F (10118.997931 sec): 3 clusters Score: Raw -5501624.267954 + Penalty 2095.430100 = -5499528.837854 nChanged 16 SP:Iteration 41Q (10119.105001 sec): 3 clusters Score: Raw -5501626.651998 + Penalty 2095.430100 = -5499531.221898 nChanged 15 SP:Iteration 42Q (10119.212511 sec): 3 clusters Score: Raw -5501629.516975 + Penalty 2095.430100 = -5499534.086875 nChanged 19 SP:Iteration 43Q (10119.316359 sec): 3 clusters Score: Raw -5501632.765347 + Penalty 2095.430100 = -5499537.335247 nChanged 17 SP:Iteration 44Q (10119.418287 sec): 3 clusters Score: Raw -5501635.108950 + Penalty 2095.430100 = -5499539.678850 nChanged 9 SP:Iteration 45Q (10119.525082 sec): 3 clusters Score: Raw -5501636.560612 + Penalty 2095.430100 = -5499541.130512 nChanged 12 SP:Iteration 46Q (10119.632905 sec): 3 clusters Score: Raw -5501638.637064 + Penalty 2095.430100 = -5499543.206964 nChanged 11 SP:Iteration 47Q (10119.732099 sec): 3 clusters Score: Raw -5501640.818148 + Penalty 2095.430100 = -5499545.388048 nChanged 11 SP:Iteration 48Q (10119.838944 sec): 3 clusters Score: Raw -5501641.931608 + Penalty 2095.430100 = -5499546.501508 nChanged 4 SP:Iteration 49Q (10119.943699 sec): 3 clusters Score: Raw -5501642.278316 + Penalty 2095.430100 = -5499546.848216 nChanged 3 SP:Iteration 50Q (10120.049216 sec): 3 clusters Score: Raw -5501642.722592 + Penalty 2095.430100 = -5499547.292492 nChanged 6 SP:Iteration 51Q (10120.163260 sec): 3 clusters Score: Raw -5501644.032296 + Penalty 2095.430100 = -5499548.602196 nChanged 7 SP:Iteration 52Q (10120.278629 sec): 3 clusters Score: Raw -5501645.742738 + Penalty 2095.430100 = -5499550.312638 nChanged 10 SP:Iteration 53Q (10120.394134 sec): 3 clusters Score: Raw -5501646.979656 + Penalty 2095.430100 = -5499551.549556 nChanged 10 SP:Iteration 54Q (10120.496717 sec): 3 clusters Score: Raw -5501648.118061 + Penalty 2095.430100 = -5499552.687961 nChanged 3 SP:Iteration 55Q (10120.622426 sec): 3 clusters Score: Raw -5501649.134082 + Penalty 2095.430100 = -5499553.703982 nChanged 7 SP:Iteration 56Q (10120.732218 sec): 3 clusters Score: Raw -5501651.346474 + Penalty 2095.430100 = -5499555.916374 nChanged 13 SP:Iteration 57Q (10120.847132 sec): 3 clusters Score: Raw -5501653.494925 + Penalty 2095.430100 = -5499558.064825 nChanged 12 SP:Iteration 58Q (10120.960056 sec): 3 clusters Score: Raw -5501655.686725 + Penalty 2095.430100 = -5499560.256625 nChanged 10 SP:Iteration 59Q (10121.063989 sec): 3 clusters Score: Raw -5501657.261364 + Penalty 2095.430100 = -5499561.831264 nChanged 8 SP:Iteration 60F (10121.185288 sec): 3 clusters Score: Raw -5501658.603247 + Penalty 2095.430100 = -5499563.173147 nChanged 11 SP:Iteration 61Q (10121.301556 sec): 3 clusters Score: Raw -5501662.116761 + Penalty 2095.430100 = -5499566.686661 nChanged 11 SP:Iteration 62Q (10121.415349 sec): 3 clusters Score: Raw -5501665.053416 + Penalty 2095.430100 = -5499569.623316 nChanged 9 SP:Iteration 63Q (10121.522492 sec): 3 clusters Score: Raw -5501667.741159 + Penalty 2095.430100 = -5499572.311059 nChanged 10 SP:Iteration 64Q (10121.627582 sec): 3 clusters Score: Raw -5501670.595234 + Penalty 2095.430100 = -5499575.165134 nChanged 11 SP:Iteration 65Q (10121.734056 sec): 3 clusters Score: Raw -5501672.795268 + Penalty 2095.430100 = -5499577.365168 nChanged 4 SP:Iteration 66Q (10121.847473 sec): 3 clusters Score: Raw -5501673.571018 + Penalty 2095.430100 = -5499578.140918 nChanged 6 SP:Iteration 67Q (10121.957810 sec): 3 clusters Score: Raw -5501674.759520 + Penalty 2095.430100 = -5499579.329420 nChanged 7 SP:Iteration 68Q (10122.055053 sec): 3 clusters Score: Raw -5501676.342327 + Penalty 2095.430100 = -5499580.912227 nChanged 4 SP:Iteration 69Q (10122.163494 sec): 3 clusters Score: Raw -5501677.087249 + Penalty 2095.430100 = -5499581.657149 nChanged 5 SP:Iteration 70Q (10122.280028 sec): 3 clusters Score: Raw -5501677.541840 + Penalty 2095.430100 = -5499582.111740 nChanged 2 SP:Iteration 71Q (10122.385568 sec): 3 clusters Score: Raw -5501678.181630 + Penalty 2095.430100 = -5499582.751529 nChanged 3 SP:Iteration 72Q (10122.507507 sec): 3 clusters Score: Raw -5501678.593718 + Penalty 2095.430100 = -5499583.163618 nChanged 4 SP:Iteration 73Q (10122.613544 sec): 3 clusters Score: Raw -5501679.047488 + Penalty 2095.430100 = -5499583.617388 nChanged 1 SP:Iteration 74Q (10122.718670 sec): 3 clusters Score: Raw -5501679.124117 + Penalty 2095.430100 = -5499583.694017 nChanged 0 SP:Iteration 75F (10122.834884 sec): 3 clusters Score: Raw -5501679.124117 + Penalty 2095.430100 = -5499583.694017 nChanged 0 Trying to split cluster 19 (5277 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10122.877912 sec): 2 clusters Score: Raw -473019.298179 + Penalty 814.255738 = -472205.042440 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10122.929443 sec): 3 clusters Score: Raw -470065.790522 + Penalty 1628.511476 = -468437.279045 nChanged 2260 SP:Iteration 1F (10122.982784 sec): 3 clusters Score: Raw -471770.297135 + Penalty 1628.511476 = -470141.785659 nChanged 531 SP:Iteration 2F (10123.027358 sec): 3 clusters Score: Raw -472660.973284 + Penalty 1628.511476 = -471032.461808 nChanged 566 SP:Iteration 3F (10123.077553 sec): 3 clusters Score: Raw -473374.218337 + Penalty 1628.511476 = -471745.706860 nChanged 468 SP:Iteration 4F (10123.130218 sec): 3 clusters Score: Raw -473809.510056 + Penalty 1628.511476 = -472180.998580 nChanged 293 SP:Iteration 5F (10123.186809 sec): 3 clusters Score: Raw -474018.204355 + Penalty 1628.511476 = -472389.692879 nChanged 194 SP:Iteration 6Q (10123.244712 sec): 3 clusters Score: Raw -474109.684835 + Penalty 1628.511476 = -472481.173358 nChanged 120 SP:Iteration 7Q (10123.294371 sec): 3 clusters Score: Raw -474163.620524 + Penalty 1628.511476 = -472535.109048 nChanged 95 SP:Iteration 8Q (10123.342707 sec): 3 clusters Score: Raw -474200.892794 + Penalty 1628.511476 = -472572.381318 nChanged 65 SP:Iteration 9Q (10123.396816 sec): 3 clusters Score: Raw -474221.023414 + Penalty 1628.511476 = -472592.511937 nChanged 38 SP:Iteration 10Q (10123.442547 sec): 3 clusters Score: Raw -474230.701995 + Penalty 1628.511476 = -472602.190519 nChanged 45 SP:Iteration 11Q (10123.505611 sec): 3 clusters Score: Raw -474241.322320 + Penalty 1628.511476 = -472612.810843 nChanged 33 SP:Iteration 12Q (10123.550116 sec): 3 clusters Score: Raw -474248.658851 + Penalty 1628.511476 = -472620.147375 nChanged 24 SP:Iteration 13Q (10123.611474 sec): 3 clusters Score: Raw -474254.287184 + Penalty 1628.511476 = -472625.775708 nChanged 21 SP:Iteration 14Q (10123.652512 sec): 3 clusters Score: Raw -474258.309216 + Penalty 1628.511476 = -472629.797739 nChanged 18 SP:Iteration 15Q (10123.704176 sec): 3 clusters Score: Raw -474261.929560 + Penalty 1628.511476 = -472633.418084 nChanged 26 SP:Iteration 16Q (10123.758803 sec): 3 clusters Score: Raw -474267.295267 + Penalty 1628.511476 = -472638.783791 nChanged 19 SP:Iteration 17Q (10123.804538 sec): 3 clusters Score: Raw -474270.408014 + Penalty 1628.511476 = -472641.896537 nChanged 22 SP:Iteration 18Q (10123.858428 sec): 3 clusters Score: Raw -474275.707744 + Penalty 1628.511476 = -472647.196267 nChanged 21 SP:Iteration 19Q (10123.914969 sec): 3 clusters Score: Raw -474280.643011 + Penalty 1628.511476 = -472652.131534 nChanged 17 SP:Iteration 20F (10123.956541 sec): 3 clusters Score: Raw -474284.235775 + Penalty 1628.511476 = -472655.724298 nChanged 16 SP:Iteration 21Q (10124.008859 sec): 3 clusters Score: Raw -474287.341697 + Penalty 1628.511476 = -472658.830221 nChanged 10 SP:Iteration 22Q (10124.062248 sec): 3 clusters Score: Raw -474288.299756 + Penalty 1628.511476 = -472659.788280 nChanged 7 SP:Iteration 23Q (10124.115608 sec): 3 clusters Score: Raw -474289.080336 + Penalty 1628.511476 = -472660.568860 nChanged 9 SP:Iteration 24Q (10124.173095 sec): 3 clusters Score: Raw -474290.279395 + Penalty 1628.511476 = -472661.767919 nChanged 9 SP:Iteration 25Q (10124.225736 sec): 3 clusters Score: Raw -474291.656693 + Penalty 1628.511476 = -472663.145217 nChanged 10 SP:Iteration 26Q (10124.279810 sec): 3 clusters Score: Raw -474292.947045 + Penalty 1628.511476 = -472664.435568 nChanged 6 SP:Iteration 27Q (10124.330440 sec): 3 clusters Score: Raw -474293.617221 + Penalty 1628.511476 = -472665.105744 nChanged 3 SP:Iteration 28Q (10124.381930 sec): 3 clusters Score: Raw -474293.967880 + Penalty 1628.511476 = -472665.456404 nChanged 2 SP:Iteration 29Q (10124.423756 sec): 3 clusters Score: Raw -474294.438249 + Penalty 1628.511476 = -472665.926772 nChanged 1 SP:Iteration 30Q (10124.483286 sec): 3 clusters Score: Raw -474294.504917 + Penalty 1628.511476 = -472665.993441 nChanged 0 SP:Iteration 31F (10124.535034 sec): 3 clusters Score: Raw -474294.504917 + Penalty 1628.511476 = -472665.993441 nChanged 0 Score: Raw -89033032.638980 + Penalty 34077.269399 = -88998955.369581 Splitting cluster 19 changes total score from -88988759.707394 to -88998955.369581 So it's getting split into cluster 26. Trying to split cluster 20 (3693 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10136.004246 sec): 2 clusters Score: Raw -298443.679206 + Penalty 780.348469 = -297663.330736 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10136.055744 sec): 3 clusters Score: Raw -296532.409270 + Penalty 1560.696939 = -294971.712331 nChanged 1520 SP:Iteration 1F (10136.107418 sec): 3 clusters Score: Raw -297528.801876 + Penalty 1560.696939 = -295968.104937 nChanged 370 SP:Iteration 2F (10136.159567 sec): 3 clusters Score: Raw -297905.288536 + Penalty 1560.696939 = -296344.591597 nChanged 356 SP:Iteration 3F (10136.195723 sec): 3 clusters Score: Raw -298358.014572 + Penalty 1560.696939 = -296797.317633 nChanged 309 SP:Iteration 4F (10136.255739 sec): 3 clusters Score: Raw -298730.223107 + Penalty 1560.696939 = -297169.526168 nChanged 234 SP:Iteration 5F (10136.304587 sec): 3 clusters Score: Raw -298984.161873 + Penalty 1560.696939 = -297423.464934 nChanged 211 SP:Iteration 6F (10136.347942 sec): 3 clusters Score: Raw -299183.698086 + Penalty 1560.696939 = -297623.001148 nChanged 160 SP:Iteration 7Q (10136.392606 sec): 3 clusters Score: Raw -299336.006196 + Penalty 1560.696939 = -297775.309257 nChanged 116 SP:Iteration 8Q (10136.437420 sec): 3 clusters Score: Raw -299434.687163 + Penalty 1560.696939 = -297873.990224 nChanged 104 SP:Iteration 9Q (10136.477624 sec): 3 clusters Score: Raw -299506.389835 + Penalty 1560.696939 = -297945.692896 nChanged 76 SP:Iteration 10Q (10136.526170 sec): 3 clusters Score: Raw -299556.283429 + Penalty 1560.696939 = -297995.586491 nChanged 75 SP:Iteration 11Q (10136.571519 sec): 3 clusters Score: Raw -299600.425955 + Penalty 1560.696939 = -298039.729017 nChanged 55 SP:Iteration 12Q (10136.620190 sec): 3 clusters Score: Raw -299630.171918 + Penalty 1560.696939 = -298069.474979 nChanged 37 SP:Iteration 13Q (10136.671948 sec): 3 clusters Score: Raw -299650.273517 + Penalty 1560.696939 = -298089.576578 nChanged 46 SP:Iteration 14Q (10136.716409 sec): 3 clusters Score: Raw -299676.469470 + Penalty 1560.696939 = -298115.772531 nChanged 43 SP:Iteration 15Q (10136.767546 sec): 3 clusters Score: Raw -299700.321972 + Penalty 1560.696939 = -298139.625034 nChanged 36 SP:Iteration 16Q (10136.815708 sec): 3 clusters Score: Raw -299722.492179 + Penalty 1560.696939 = -298161.795240 nChanged 41 SP:Iteration 17Q (10136.863879 sec): 3 clusters Score: Raw -299746.560132 + Penalty 1560.696939 = -298185.863193 nChanged 33 SP:Iteration 18Q (10136.900946 sec): 3 clusters Score: Raw -299766.874839 + Penalty 1560.696939 = -298206.177900 nChanged 38 SP:Iteration 19Q (10136.949347 sec): 3 clusters Score: Raw -299795.220558 + Penalty 1560.696939 = -298234.523619 nChanged 36 SP:Iteration 20F (10136.995267 sec): 3 clusters Score: Raw -299821.462831 + Penalty 1560.696939 = -298260.765892 nChanged 34 SP:Iteration 21Q (10137.031481 sec): 3 clusters Score: Raw -299845.551458 + Penalty 1560.696939 = -298284.854519 nChanged 19 SP:Iteration 22Q (10137.089891 sec): 3 clusters Score: Raw -299856.579150 + Penalty 1560.696939 = -298295.882212 nChanged 15 SP:Iteration 23Q (10137.131107 sec): 3 clusters Score: Raw -299861.262183 + Penalty 1560.696939 = -298300.565244 nChanged 11 SP:Iteration 24Q (10137.182525 sec): 3 clusters Score: Raw -299865.308661 + Penalty 1560.696939 = -298304.611722 nChanged 8 SP:Iteration 25Q (10137.233908 sec): 3 clusters Score: Raw -299868.057121 + Penalty 1560.696939 = -298307.360182 nChanged 7 SP:Iteration 26Q (10137.285397 sec): 3 clusters Score: Raw -299869.728206 + Penalty 1560.696939 = -298309.031268 nChanged 4 SP:Iteration 27Q (10137.336766 sec): 3 clusters Score: Raw -299870.379592 + Penalty 1560.696939 = -298309.682654 nChanged 6 SP:Iteration 28Q (10137.388283 sec): 3 clusters Score: Raw -299872.321674 + Penalty 1560.696939 = -298311.624735 nChanged 6 SP:Iteration 29Q (10137.440017 sec): 3 clusters Score: Raw -299873.600132 + Penalty 1560.696939 = -298312.903194 nChanged 2 SP:Iteration 30Q (10137.487462 sec): 3 clusters Score: Raw -299874.694974 + Penalty 1560.696939 = -298313.998035 nChanged 6 SP:Iteration 31Q (10137.539252 sec): 3 clusters Score: Raw -299876.334732 + Penalty 1560.696939 = -298315.637793 nChanged 4 SP:Iteration 32Q (10137.587837 sec): 3 clusters Score: Raw -299877.063115 + Penalty 1560.696939 = -298316.366176 nChanged 2 SP:Iteration 33Q (10137.628927 sec): 3 clusters Score: Raw -299877.288641 + Penalty 1560.696939 = -298316.591703 nChanged 3 SP:Iteration 34Q (10137.692185 sec): 3 clusters Score: Raw -299877.792760 + Penalty 1560.696939 = -298317.095821 nChanged 3 SP:Iteration 35Q (10137.732883 sec): 3 clusters Score: Raw -299878.275082 + Penalty 1560.696939 = -298317.578143 nChanged 5 SP:Iteration 36Q (10137.784415 sec): 3 clusters Score: Raw -299880.451064 + Penalty 1560.696939 = -298319.754125 nChanged 11 SP:Iteration 37Q (10137.836204 sec): 3 clusters Score: Raw -299884.035980 + Penalty 1560.696939 = -298323.339041 nChanged 11 SP:Iteration 38Q (10137.888005 sec): 3 clusters Score: Raw -299889.828015 + Penalty 1560.696939 = -298329.131076 nChanged 10 SP:Iteration 39Q (10137.936535 sec): 3 clusters Score: Raw -299893.147347 + Penalty 1560.696939 = -298332.450408 nChanged 5 SP:Iteration 40F (10137.977066 sec): 3 clusters Score: Raw -299894.500215 + Penalty 1560.696939 = -298333.803276 nChanged 5 SP:Iteration 41Q (10138.025689 sec): 3 clusters Score: Raw -299895.905932 + Penalty 1560.696939 = -298335.208993 nChanged 5 SP:Iteration 42Q (10138.076870 sec): 3 clusters Score: Raw -299897.725408 + Penalty 1560.696939 = -298337.028470 nChanged 4 SP:Iteration 43Q (10138.129072 sec): 3 clusters Score: Raw -299898.284000 + Penalty 1560.696939 = -298337.587061 nChanged 1 SP:Iteration 44Q (10138.182746 sec): 3 clusters Score: Raw -299898.513054 + Penalty 1560.696939 = -298337.816115 nChanged 1 SP:Iteration 45Q (10138.235713 sec): 3 clusters Score: Raw -299898.647907 + Penalty 1560.696939 = -298337.950968 nChanged 1 SP:Iteration 46Q (10138.298670 sec): 3 clusters Score: Raw -299898.708560 + Penalty 1560.696939 = -298338.011621 nChanged 0 SP:Iteration 47F (10138.352856 sec): 3 clusters Score: Raw -299898.708560 + Penalty 1560.696939 = -298338.011621 nChanged 0 Score: Raw -89034487.668334 + Penalty 35387.933607 = -88999099.734728 Splitting cluster 20 changes total score from -88988759.707394 to -88999099.734728 So it's getting split into cluster 27. Iteration 20F (10163.381452 sec): 28 clusters Score: Raw -89045596.355662 + Penalty 35387.933607 = -89010208.422056 nChanged 24095 Iteration 21Q (10170.049125 sec): 28 clusters Score: Raw -89056868.463763 + Penalty 35387.933607 = -89021480.530157 nChanged 20780 Iteration 22Q (10177.063522 sec): 28 clusters Score: Raw -89065814.044254 + Penalty 35387.933607 = -89030426.110647 nChanged 21308 Iteration 23Q (10183.617057 sec): 28 clusters Score: Raw -89074903.882523 + Penalty 35387.933607 = -89039515.948916 nChanged 22902 Iteration 24Q (10190.585137 sec): 28 clusters Score: Raw -89085308.078215 + Penalty 35387.933607 = -89049920.144608 nChanged 25552 Iteration 25Q (10197.483918 sec): 28 clusters Score: Raw -89097594.199016 + Penalty 35387.933607 = -89062206.265409 nChanged 28266 Iteration 26Q (10204.277853 sec): 28 clusters Score: Raw -89111392.826755 + Penalty 35387.933607 = -89076004.893149 nChanged 30990 Iteration 27Q (10211.351870 sec): 28 clusters Score: Raw -89126639.101171 + Penalty 35387.933607 = -89091251.167564 nChanged 33571 Iteration 28Q (10218.176461 sec): 28 clusters Score: Raw -89143162.244339 + Penalty 35387.933607 = -89107774.310732 nChanged 35647 Iteration 29Q (10224.870790 sec): 28 clusters Score: Raw -89160727.357129 + Penalty 35387.933607 = -89125339.423522 nChanged 37830 Iteration 30Q (10231.970135 sec): 28 clusters Score: Raw -89179506.072507 + Penalty 35387.933607 = -89144118.138901 nChanged 39197 Iteration 31Q (10238.599203 sec): 28 clusters Score: Raw -89198452.019007 + Penalty 35387.933607 = -89163064.085400 nChanged 39341 Iteration 32Q (10245.081423 sec): 28 clusters Score: Raw -89216844.310322 + Penalty 35387.933607 = -89181456.376715 nChanged 37281 Iteration 33Q (10251.470079 sec): 28 clusters Score: Raw -89232950.498799 + Penalty 35387.933607 = -89197562.565193 nChanged 33574 Iteration 34Q (10258.365265 sec): 28 clusters Score: Raw -89246044.832367 + Penalty 35387.933607 = -89210656.898760 nChanged 28627 Iteration 35Q (10265.112145 sec): 28 clusters Score: Raw -89256268.076941 + Penalty 35387.933607 = -89220880.143334 nChanged 24156 Iteration 36Q (10272.072460 sec): 28 clusters Score: Raw -89264380.526619 + Penalty 35387.933607 = -89228992.593012 nChanged 20716 Iteration 37Q (10278.969303 sec): 28 clusters Score: Raw -89270966.583115 + Penalty 35387.933607 = -89235578.649509 nChanged 18000 Iteration 38Q (10285.511006 sec): 28 clusters Score: Raw -89276561.354831 + Penalty 35387.933607 = -89241173.421225 nChanged 15852 Iteration 39Q (10292.283580 sec): 28 clusters Score: Raw -89281426.936793 + Penalty 35387.933607 = -89246039.003186 nChanged 14204 Iteration 40F (10305.371743 sec): 28 clusters Score: Raw -89310254.758028 + Penalty 35387.933607 = -89274866.824422 nChanged 48230 Iteration 41Q (10312.187471 sec): 28 clusters Score: Raw -89349117.097994 + Penalty 35387.933607 = -89313729.164387 nChanged 46476 Iteration 42Q (10319.062917 sec): 28 clusters Score: Raw -89380583.586926 + Penalty 35387.933607 = -89345195.653319 nChanged 38895 Iteration 43Q (10326.286334 sec): 28 clusters Score: Raw -89402840.434149 + Penalty 35387.933607 = -89367452.500542 nChanged 31432 Deleting Class 1 (618 points): Lose 1166.291451 but Gain 1310.664208 Iteration 44Q (10333.064009 sec): 27 clusters Score: Raw -89417450.662544 + Penalty 34077.269399 = -89383373.393145 nChanged 26516 Iteration 45Q (10339.521952 sec): 27 clusters Score: Raw -89429830.259549 + Penalty 34077.269399 = -89395752.990150 nChanged 21413 Iteration 46Q (10346.483871 sec): 27 clusters Score: Raw -89438116.812231 + Penalty 34077.269399 = -89404039.542832 nChanged 18101 Iteration 47Q (10352.894932 sec): 27 clusters Score: Raw -89444361.807955 + Penalty 34077.269399 = -89410284.538556 nChanged 15138 Iteration 48Q (10359.360686 sec): 27 clusters Score: Raw -89449202.620432 + Penalty 34077.269399 = -89415125.351033 nChanged 13134 Iteration 49Q (10366.200004 sec): 27 clusters Score: Raw -89453205.526203 + Penalty 34077.269399 = -89419128.256804 nChanged 11476 Iteration 50Q (10372.533483 sec): 27 clusters Score: Raw -89456455.039285 + Penalty 34077.269399 = -89422377.769886 nChanged 10120 Iteration 51Q (10378.949228 sec): 27 clusters Score: Raw -89459160.415707 + Penalty 34077.269399 = -89425083.146308 nChanged 8956 Iteration 52Q (10385.475768 sec): 27 clusters Score: Raw -89461454.102404 + Penalty 34077.269399 = -89427376.833005 nChanged 7917 Iteration 53Q (10391.868687 sec): 27 clusters Score: Raw -89463300.295001 + Penalty 34077.269399 = -89429223.025602 nChanged 7051 Iteration 54Q (10398.574383 sec): 27 clusters Score: Raw -89464867.702555 + Penalty 34077.269399 = -89430790.433156 nChanged 6559 Iteration 55Q (10405.127027 sec): 27 clusters Score: Raw -89466281.520910 + Penalty 34077.269399 = -89432204.251511 nChanged 5915 Iteration 56Q (10411.479733 sec): 27 clusters Score: Raw -89467452.919061 + Penalty 34077.269399 = -89433375.649662 nChanged 5448 Iteration 57Q (10418.255353 sec): 27 clusters Score: Raw -89468529.088477 + Penalty 34077.269399 = -89434451.819078 nChanged 5194 Iteration 58Q (10424.501708 sec): 27 clusters Score: Raw -89469501.003555 + Penalty 34077.269399 = -89435423.734156 nChanged 5023 Writing temp clu file Because OldScore, -89434451.819078, is greater than current (better) Score,-89435423.734156 Compute initial score before splitting: Score: Raw -89469501.003555 + Penalty 34077.269399 = -89435423.734156 Trying to split cluster 2 (8160 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10424.773454 sec): 2 clusters Score: Raw -782984.259419 + Penalty 855.664948 = -782128.594471 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10424.828419 sec): 3 clusters Score: Raw -778097.432814 + Penalty 1711.329895 = -776386.102919 nChanged 3645 SP:Iteration 1F (10424.885824 sec): 3 clusters Score: Raw -780194.239893 + Penalty 1711.329895 = -778482.909998 nChanged 511 SP:Iteration 2F (10424.933184 sec): 3 clusters Score: Raw -780422.266553 + Penalty 1711.329895 = -778710.936657 nChanged 411 SP:Iteration 3F (10424.990403 sec): 3 clusters Score: Raw -780641.935755 + Penalty 1711.329895 = -778930.605860 nChanged 421 SP:Iteration 4F (10425.049940 sec): 3 clusters Score: Raw -780875.523326 + Penalty 1711.329895 = -779164.193431 nChanged 413 SP:Iteration 5F (10425.091977 sec): 3 clusters Score: Raw -781112.026966 + Penalty 1711.329895 = -779400.697071 nChanged 393 SP:Iteration 6Q (10425.146922 sec): 3 clusters Score: Raw -781354.819221 + Penalty 1711.329895 = -779643.489326 nChanged 392 SP:Iteration 7Q (10425.204288 sec): 3 clusters Score: Raw -781580.843827 + Penalty 1711.329895 = -779869.513932 nChanged 355 SP:Iteration 8Q (10425.260720 sec): 3 clusters Score: Raw -781782.893576 + Penalty 1711.329895 = -780071.563681 nChanged 314 SP:Iteration 9Q (10425.312637 sec): 3 clusters Score: Raw -781951.324657 + Penalty 1711.329895 = -780239.994761 nChanged 304 SP:Iteration 10Q (10425.369798 sec): 3 clusters Score: Raw -782094.946909 + Penalty 1711.329895 = -780383.617013 nChanged 232 SP:Iteration 11Q (10425.430343 sec): 3 clusters Score: Raw -782195.125556 + Penalty 1711.329895 = -780483.795661 nChanged 181 SP:Iteration 12Q (10425.477764 sec): 3 clusters Score: Raw -782253.708020 + Penalty 1711.329895 = -780542.378125 nChanged 152 SP:Iteration 13Q (10425.532468 sec): 3 clusters Score: Raw -782293.284488 + Penalty 1711.329895 = -780581.954593 nChanged 104 SP:Iteration 14Q (10425.590002 sec): 3 clusters Score: Raw -782317.192939 + Penalty 1711.329895 = -780605.863044 nChanged 75 SP:Iteration 15Q (10425.648078 sec): 3 clusters Score: Raw -782334.606845 + Penalty 1711.329895 = -780623.276950 nChanged 73 SP:Iteration 16Q (10425.698592 sec): 3 clusters Score: Raw -782351.350224 + Penalty 1711.329895 = -780640.020329 nChanged 72 SP:Iteration 17Q (10425.755910 sec): 3 clusters Score: Raw -782367.735976 + Penalty 1711.329895 = -780656.406081 nChanged 75 SP:Iteration 18Q (10425.808424 sec): 3 clusters Score: Raw -782384.140928 + Penalty 1711.329895 = -780672.811032 nChanged 72 SP:Iteration 19Q (10425.866457 sec): 3 clusters Score: Raw -782404.386676 + Penalty 1711.329895 = -780693.056781 nChanged 85 SP:Iteration 20F (10425.917594 sec): 3 clusters Score: Raw -782425.489061 + Penalty 1711.329895 = -780714.159166 nChanged 81 SP:Iteration 21Q (10425.975660 sec): 3 clusters Score: Raw -782448.177486 + Penalty 1711.329895 = -780736.847591 nChanged 92 SP:Iteration 22Q (10426.034177 sec): 3 clusters Score: Raw -782473.908359 + Penalty 1711.329895 = -780762.578464 nChanged 93 SP:Iteration 23Q (10426.097094 sec): 3 clusters Score: Raw -782498.890373 + Penalty 1711.329895 = -780787.560478 nChanged 80 SP:Iteration 24Q (10426.148252 sec): 3 clusters Score: Raw -782519.486687 + Penalty 1711.329895 = -780808.156791 nChanged 77 SP:Iteration 25Q (10426.216782 sec): 3 clusters Score: Raw -782545.266670 + Penalty 1711.329895 = -780833.936775 nChanged 83 SP:Iteration 26Q (10426.260330 sec): 3 clusters Score: Raw -782570.459538 + Penalty 1711.329895 = -780859.129642 nChanged 93 SP:Iteration 27Q (10426.327241 sec): 3 clusters Score: Raw -782604.705313 + Penalty 1711.329895 = -780893.375418 nChanged 107 SP:Iteration 28Q (10426.375577 sec): 3 clusters Score: Raw -782643.173976 + Penalty 1711.329895 = -780931.844081 nChanged 124 SP:Iteration 29Q (10426.428107 sec): 3 clusters Score: Raw -782691.838858 + Penalty 1711.329895 = -780980.508963 nChanged 111 SP:Iteration 30Q (10426.481031 sec): 3 clusters Score: Raw -782730.812128 + Penalty 1711.329895 = -781019.482233 nChanged 102 SP:Iteration 31Q (10426.530662 sec): 3 clusters Score: Raw -782762.309786 + Penalty 1711.329895 = -781050.979891 nChanged 92 SP:Iteration 32Q (10426.585662 sec): 3 clusters Score: Raw -782790.761256 + Penalty 1711.329895 = -781079.431361 nChanged 99 SP:Iteration 33Q (10426.613355 sec): 3 clusters Score: Raw -782821.571069 + Penalty 1711.329895 = -781110.241174 nChanged 84 SP:Iteration 34Q (10426.635991 sec): 3 clusters Score: Raw -782846.391560 + Penalty 1711.329895 = -781135.061665 nChanged 83 SP:Iteration 35Q (10426.689116 sec): 3 clusters Score: Raw -782875.261014 + Penalty 1711.329895 = -781163.931119 nChanged 84 SP:Iteration 36Q (10426.744873 sec): 3 clusters Score: Raw -782904.017011 + Penalty 1711.329895 = -781192.687116 nChanged 78 SP:Iteration 37Q (10426.806576 sec): 3 clusters Score: Raw -782930.199554 + Penalty 1711.329895 = -781218.869659 nChanged 75 SP:Iteration 38Q (10426.864229 sec): 3 clusters Score: Raw -782957.980237 + Penalty 1711.329895 = -781246.650342 nChanged 73 SP:Iteration 39Q (10426.923844 sec): 3 clusters Score: Raw -782989.459284 + Penalty 1711.329895 = -781278.129389 nChanged 71 SP:Iteration 40F (10426.975294 sec): 3 clusters Score: Raw -783022.455280 + Penalty 1711.329895 = -781311.125384 nChanged 65 SP:Iteration 41Q (10427.032981 sec): 3 clusters Score: Raw -783049.194267 + Penalty 1711.329895 = -781337.864372 nChanged 69 SP:Iteration 42Q (10427.084730 sec): 3 clusters Score: Raw -783075.424941 + Penalty 1711.329895 = -781364.095046 nChanged 71 SP:Iteration 43Q (10427.139055 sec): 3 clusters Score: Raw -783107.183144 + Penalty 1711.329895 = -781395.853249 nChanged 70 SP:Iteration 44Q (10427.183910 sec): 3 clusters Score: Raw -783139.963480 + Penalty 1711.329895 = -781428.633585 nChanged 63 SP:Iteration 45Q (10427.233408 sec): 3 clusters Score: Raw -783169.715031 + Penalty 1711.329895 = -781458.385136 nChanged 55 SP:Iteration 46Q (10427.296735 sec): 3 clusters Score: Raw -783193.874486 + Penalty 1711.329895 = -781482.544591 nChanged 69 SP:Iteration 47Q (10427.344639 sec): 3 clusters Score: Raw -783223.119168 + Penalty 1711.329895 = -781511.789273 nChanged 71 SP:Iteration 48Q (10427.396032 sec): 3 clusters Score: Raw -783253.784118 + Penalty 1711.329895 = -781542.454223 nChanged 59 SP:Iteration 49Q (10427.452407 sec): 3 clusters Score: Raw -783279.962176 + Penalty 1711.329895 = -781568.632281 nChanged 57 SP:Iteration 50Q (10427.514455 sec): 3 clusters Score: Raw -783310.763585 + Penalty 1711.329895 = -781599.433690 nChanged 52 SP:Iteration 51Q (10427.563029 sec): 3 clusters Score: Raw -783338.186407 + Penalty 1711.329895 = -781626.856512 nChanged 40 SP:Iteration 52Q (10427.619059 sec): 3 clusters Score: Raw -783355.016701 + Penalty 1711.329895 = -781643.686806 nChanged 43 SP:Iteration 53Q (10427.676610 sec): 3 clusters Score: Raw -783372.912741 + Penalty 1711.329895 = -781661.582846 nChanged 34 SP:Iteration 54Q (10427.720385 sec): 3 clusters Score: Raw -783383.229314 + Penalty 1711.329895 = -781671.899419 nChanged 37 SP:Iteration 55Q (10427.775364 sec): 3 clusters Score: Raw -783396.409520 + Penalty 1711.329895 = -781685.079625 nChanged 36 SP:Iteration 56Q (10427.825993 sec): 3 clusters Score: Raw -783410.013100 + Penalty 1711.329895 = -781698.683205 nChanged 39 SP:Iteration 57Q (10427.885284 sec): 3 clusters Score: Raw -783428.847983 + Penalty 1711.329895 = -781717.518088 nChanged 37 SP:Iteration 58Q (10427.933939 sec): 3 clusters Score: Raw -783443.606937 + Penalty 1711.329895 = -781732.277042 nChanged 31 SP:Iteration 59Q (10427.984077 sec): 3 clusters Score: Raw -783460.264593 + Penalty 1711.329895 = -781748.934698 nChanged 37 SP:Iteration 60F (10428.032347 sec): 3 clusters Score: Raw -783483.366126 + Penalty 1711.329895 = -781772.036230 nChanged 38 SP:Iteration 61Q (10428.097106 sec): 3 clusters Score: Raw -783504.611079 + Penalty 1711.329895 = -781793.281184 nChanged 30 SP:Iteration 62Q (10428.142575 sec): 3 clusters Score: Raw -783520.978632 + Penalty 1711.329895 = -781809.648737 nChanged 32 SP:Iteration 63Q (10428.196516 sec): 3 clusters Score: Raw -783537.868260 + Penalty 1711.329895 = -781826.538365 nChanged 30 SP:Iteration 64Q (10428.235454 sec): 3 clusters Score: Raw -783559.725163 + Penalty 1711.329895 = -781848.395267 nChanged 40 SP:Iteration 65Q (10428.296369 sec): 3 clusters Score: Raw -783589.869861 + Penalty 1711.329895 = -781878.539966 nChanged 36 SP:Iteration 66Q (10428.340167 sec): 3 clusters Score: Raw -783611.028449 + Penalty 1711.329895 = -781899.698554 nChanged 25 SP:Iteration 67Q (10428.392090 sec): 3 clusters Score: Raw -783627.103222 + Penalty 1711.329895 = -781915.773327 nChanged 27 SP:Iteration 68Q (10428.448548 sec): 3 clusters Score: Raw -783646.707586 + Penalty 1711.329895 = -781935.377691 nChanged 26 SP:Iteration 69Q (10428.508047 sec): 3 clusters Score: Raw -783666.749159 + Penalty 1711.329895 = -781955.419263 nChanged 30 SP:Iteration 70Q (10428.565010 sec): 3 clusters Score: Raw -783687.605316 + Penalty 1711.329895 = -781976.275421 nChanged 30 SP:Iteration 71Q (10428.618163 sec): 3 clusters Score: Raw -783713.846839 + Penalty 1711.329895 = -782002.516943 nChanged 33 SP:Iteration 72Q (10428.670653 sec): 3 clusters Score: Raw -783746.789001 + Penalty 1711.329895 = -782035.459106 nChanged 29 SP:Iteration 73Q (10428.726860 sec): 3 clusters Score: Raw -783774.933052 + Penalty 1711.329895 = -782063.603156 nChanged 23 SP:Iteration 74Q (10428.770381 sec): 3 clusters Score: Raw -783799.808588 + Penalty 1711.329895 = -782088.478693 nChanged 20 SP:Iteration 75Q (10428.820843 sec): 3 clusters Score: Raw -783818.045893 + Penalty 1711.329895 = -782106.715997 nChanged 16 SP:Iteration 76Q (10428.886019 sec): 3 clusters Score: Raw -783829.690468 + Penalty 1711.329895 = -782118.360573 nChanged 16 SP:Iteration 77Q (10428.941081 sec): 3 clusters Score: Raw -783841.787206 + Penalty 1711.329895 = -782130.457311 nChanged 11 SP:Iteration 78Q (10428.989538 sec): 3 clusters Score: Raw -783849.664452 + Penalty 1711.329895 = -782138.334557 nChanged 11 SP:Iteration 79Q (10429.056074 sec): 3 clusters Score: Raw -783858.284521 + Penalty 1711.329895 = -782146.954626 nChanged 11 SP:Iteration 80F (10429.103301 sec): 3 clusters Score: Raw -783868.822502 + Penalty 1711.329895 = -782157.492606 nChanged 11 SP:Iteration 81Q (10429.170279 sec): 3 clusters Score: Raw -783876.417183 + Penalty 1711.329895 = -782165.087288 nChanged 9 SP:Iteration 82Q (10429.215932 sec): 3 clusters Score: Raw -783883.426431 + Penalty 1711.329895 = -782172.096536 nChanged 10 SP:Iteration 83Q (10429.272053 sec): 3 clusters Score: Raw -783891.320317 + Penalty 1711.329895 = -782179.990422 nChanged 7 SP:Iteration 84Q (10429.328810 sec): 3 clusters Score: Raw -783899.425305 + Penalty 1711.329895 = -782188.095410 nChanged 6 SP:Iteration 85Q (10429.373842 sec): 3 clusters Score: Raw -783903.103595 + Penalty 1711.329895 = -782191.773700 nChanged 3 SP:Iteration 86Q (10429.426102 sec): 3 clusters Score: Raw -783904.943800 + Penalty 1711.329895 = -782193.613905 nChanged 3 SP:Iteration 87Q (10429.447727 sec): 3 clusters Score: Raw -783906.878848 + Penalty 1711.329895 = -782195.548953 nChanged 3 SP:Iteration 88Q (10429.512321 sec): 3 clusters Score: Raw -783907.885483 + Penalty 1711.329895 = -782196.555588 nChanged 0 SP:Iteration 89F (10429.558793 sec): 3 clusters Score: Raw -783907.885483 + Penalty 1711.329895 = -782196.555588 nChanged 0 Score: Raw -89470764.192364 + Penalty 35387.933607 = -89435376.258757 Splitting cluster 2 changes total score from -89435423.734156 to -89435376.258757 So it's not getting split. Trying to split cluster 3 (32909 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10441.693077 sec): 2 clusters Score: Raw -2890767.290523 + Penalty 988.142638 = -2889779.147885 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10441.785001 sec): 3 clusters Score: Raw -2869889.289820 + Penalty 1976.285277 = -2867913.004543 nChanged 15474 SP:Iteration 1F (10441.872995 sec): 3 clusters Score: Raw -2879295.877601 + Penalty 1976.285277 = -2877319.592324 nChanged 1879 SP:Iteration 2F (10441.962826 sec): 3 clusters Score: Raw -2880206.042666 + Penalty 1976.285277 = -2878229.757390 nChanged 2082 SP:Iteration 3F (10442.051163 sec): 3 clusters Score: Raw -2881535.493876 + Penalty 1976.285277 = -2879559.208599 nChanged 2409 SP:Iteration 4F (10442.140491 sec): 3 clusters Score: Raw -2883465.375068 + Penalty 1976.285277 = -2881489.089792 nChanged 2493 SP:Iteration 5F (10442.232330 sec): 3 clusters Score: Raw -2885608.580929 + Penalty 1976.285277 = -2883632.295652 nChanged 2131 SP:Iteration 6F (10442.321026 sec): 3 clusters Score: Raw -2887385.823091 + Penalty 1976.285277 = -2885409.537815 nChanged 1483 SP:Iteration 7Q (10442.412927 sec): 3 clusters Score: Raw -2888538.681116 + Penalty 1976.285277 = -2886562.395840 nChanged 1055 SP:Iteration 8Q (10442.503150 sec): 3 clusters Score: Raw -2889239.665376 + Penalty 1976.285277 = -2887263.380100 nChanged 760 SP:Iteration 9Q (10442.591508 sec): 3 clusters Score: Raw -2889703.605652 + Penalty 1976.285277 = -2887727.320376 nChanged 604 SP:Iteration 10Q (10442.673334 sec): 3 clusters Score: Raw -2890136.301027 + Penalty 1976.285277 = -2888160.015750 nChanged 565 SP:Iteration 11Q (10442.757138 sec): 3 clusters Score: Raw -2890561.342553 + Penalty 1976.285277 = -2888585.057277 nChanged 462 SP:Iteration 12Q (10442.843174 sec): 3 clusters Score: Raw -2890881.694177 + Penalty 1976.285277 = -2888905.408900 nChanged 355 SP:Iteration 13Q (10442.930601 sec): 3 clusters Score: Raw -2891105.298421 + Penalty 1976.285277 = -2889129.013144 nChanged 295 SP:Iteration 14Q (10443.020306 sec): 3 clusters Score: Raw -2891266.482461 + Penalty 1976.285277 = -2889290.197184 nChanged 204 SP:Iteration 15Q (10443.106869 sec): 3 clusters Score: Raw -2891362.016532 + Penalty 1976.285277 = -2889385.731255 nChanged 172 SP:Iteration 16Q (10443.186782 sec): 3 clusters Score: Raw -2891417.247759 + Penalty 1976.285277 = -2889440.962483 nChanged 126 SP:Iteration 17Q (10443.276273 sec): 3 clusters Score: Raw -2891455.223895 + Penalty 1976.285277 = -2889478.938618 nChanged 102 SP:Iteration 18Q (10443.357164 sec): 3 clusters Score: Raw -2891479.379930 + Penalty 1976.285277 = -2889503.094653 nChanged 74 SP:Iteration 19Q (10443.444774 sec): 3 clusters Score: Raw -2891490.576894 + Penalty 1976.285277 = -2889514.291618 nChanged 55 SP:Iteration 20F (10443.526084 sec): 3 clusters Score: Raw -2891498.526458 + Penalty 1976.285277 = -2889522.241181 nChanged 55 SP:Iteration 21Q (10443.612057 sec): 3 clusters Score: Raw -2891504.801488 + Penalty 1976.285277 = -2889528.516211 nChanged 30 SP:Iteration 22Q (10443.702431 sec): 3 clusters Score: Raw -2891507.244304 + Penalty 1976.285277 = -2889530.959028 nChanged 24 SP:Iteration 23Q (10443.797658 sec): 3 clusters Score: Raw -2891509.711261 + Penalty 1976.285277 = -2889533.425984 nChanged 22 SP:Iteration 24Q (10443.873439 sec): 3 clusters Score: Raw -2891511.612826 + Penalty 1976.285277 = -2889535.327549 nChanged 19 SP:Iteration 25Q (10443.961473 sec): 3 clusters Score: Raw -2891513.704878 + Penalty 1976.285277 = -2889537.419602 nChanged 11 SP:Iteration 26Q (10444.029999 sec): 3 clusters Score: Raw -2891515.009662 + Penalty 1976.285277 = -2889538.724385 nChanged 14 SP:Iteration 27Q (10444.123116 sec): 3 clusters Score: Raw -2891516.575263 + Penalty 1976.285277 = -2889540.289987 nChanged 10 SP:Iteration 28Q (10444.205411 sec): 3 clusters Score: Raw -2891517.596522 + Penalty 1976.285277 = -2889541.311245 nChanged 11 SP:Iteration 29Q (10444.283871 sec): 3 clusters Score: Raw -2891518.576628 + Penalty 1976.285277 = -2889542.291351 nChanged 6 SP:Iteration 30Q (10444.361509 sec): 3 clusters Score: Raw -2891519.147519 + Penalty 1976.285277 = -2889542.862242 nChanged 8 SP:Iteration 31Q (10444.444139 sec): 3 clusters Score: Raw -2891519.829591 + Penalty 1976.285277 = -2889543.544314 nChanged 9 SP:Iteration 32Q (10444.518913 sec): 3 clusters Score: Raw -2891520.417283 + Penalty 1976.285277 = -2889544.132007 nChanged 5 SP:Iteration 33Q (10444.602035 sec): 3 clusters Score: Raw -2891520.693019 + Penalty 1976.285277 = -2889544.407742 nChanged 4 SP:Iteration 34Q (10444.684622 sec): 3 clusters Score: Raw -2891520.905506 + Penalty 1976.285277 = -2889544.620230 nChanged 5 SP:Iteration 35Q (10444.766075 sec): 3 clusters Score: Raw -2891521.107339 + Penalty 1976.285277 = -2889544.822063 nChanged 3 SP:Iteration 36Q (10444.849509 sec): 3 clusters Score: Raw -2891521.269901 + Penalty 1976.285277 = -2889544.984625 nChanged 2 SP:Iteration 37Q (10444.928231 sec): 3 clusters Score: Raw -2891521.480296 + Penalty 1976.285277 = -2889545.195020 nChanged 4 SP:Iteration 38Q (10445.003895 sec): 3 clusters Score: Raw -2891521.728072 + Penalty 1976.285277 = -2889545.442795 nChanged 2 SP:Iteration 39Q (10445.083388 sec): 3 clusters Score: Raw -2891521.848245 + Penalty 1976.285277 = -2889545.562969 nChanged 0 SP:Iteration 40F (10445.170646 sec): 3 clusters Score: Raw -2891521.848245 + Penalty 1976.285277 = -2889545.562969 nChanged 0 Trying to split cluster 4 (8441 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10445.200695 sec): 2 clusters Score: Raw -784770.841723 + Penalty 858.881326 = -783911.960397 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10445.259885 sec): 3 clusters Score: Raw -779804.378501 + Penalty 1717.762652 = -778086.615849 nChanged 3766 SP:Iteration 1F (10445.318665 sec): 3 clusters Score: Raw -781875.574294 + Penalty 1717.762652 = -780157.811642 nChanged 456 SP:Iteration 2F (10445.377134 sec): 3 clusters Score: Raw -782049.556126 + Penalty 1717.762652 = -780331.793474 nChanged 401 SP:Iteration 3Q (10445.436312 sec): 3 clusters Score: Raw -782217.972690 + Penalty 1717.762652 = -780500.210038 nChanged 400 SP:Iteration 4Q (10445.495793 sec): 3 clusters Score: Raw -782399.343054 + Penalty 1717.762652 = -780681.580402 nChanged 400 SP:Iteration 5Q (10445.555004 sec): 3 clusters Score: Raw -782590.812242 + Penalty 1717.762652 = -780873.049590 nChanged 379 SP:Iteration 6Q (10445.624910 sec): 3 clusters Score: Raw -782777.474586 + Penalty 1717.762652 = -781059.711933 nChanged 351 SP:Iteration 7Q (10445.673183 sec): 3 clusters Score: Raw -782977.391631 + Penalty 1717.762652 = -781259.628979 nChanged 403 SP:Iteration 8Q (10445.732434 sec): 3 clusters Score: Raw -783240.584997 + Penalty 1717.762652 = -781522.822345 nChanged 389 SP:Iteration 9Q (10445.796439 sec): 3 clusters Score: Raw -783476.168095 + Penalty 1717.762652 = -781758.405443 nChanged 341 SP:Iteration 10Q (10445.858677 sec): 3 clusters Score: Raw -783671.265484 + Penalty 1717.762652 = -781953.502832 nChanged 279 SP:Iteration 11Q (10445.918867 sec): 3 clusters Score: Raw -783798.923658 + Penalty 1717.762652 = -782081.161006 nChanged 189 SP:Iteration 12Q (10445.974659 sec): 3 clusters Score: Raw -783865.016279 + Penalty 1717.762652 = -782147.253626 nChanged 148 SP:Iteration 13Q (10446.032853 sec): 3 clusters Score: Raw -783908.994298 + Penalty 1717.762652 = -782191.231646 nChanged 126 SP:Iteration 14Q (10446.091096 sec): 3 clusters Score: Raw -783941.896678 + Penalty 1717.762652 = -782224.134026 nChanged 93 SP:Iteration 15Q (10446.149202 sec): 3 clusters Score: Raw -783963.878623 + Penalty 1717.762652 = -782246.115971 nChanged 73 SP:Iteration 16Q (10446.207820 sec): 3 clusters Score: Raw -783980.945279 + Penalty 1717.762652 = -782263.182626 nChanged 77 SP:Iteration 17Q (10446.265888 sec): 3 clusters Score: Raw -784002.015787 + Penalty 1717.762652 = -782284.253135 nChanged 89 SP:Iteration 18Q (10446.323940 sec): 3 clusters Score: Raw -784025.611161 + Penalty 1717.762652 = -782307.848509 nChanged 83 SP:Iteration 19Q (10446.393528 sec): 3 clusters Score: Raw -784046.386161 + Penalty 1717.762652 = -782328.623509 nChanged 76 SP:Iteration 20F (10446.438920 sec): 3 clusters Score: Raw -784062.405575 + Penalty 1717.762652 = -782344.642923 nChanged 74 SP:Iteration 21Q (10446.497364 sec): 3 clusters Score: Raw -784078.265670 + Penalty 1717.762652 = -782360.503018 nChanged 60 SP:Iteration 22Q (10446.555597 sec): 3 clusters Score: Raw -784091.347040 + Penalty 1717.762652 = -782373.584388 nChanged 63 SP:Iteration 23Q (10446.613436 sec): 3 clusters Score: Raw -784105.943971 + Penalty 1717.762652 = -782388.181319 nChanged 67 SP:Iteration 24Q (10446.671552 sec): 3 clusters Score: Raw -784122.323685 + Penalty 1717.762652 = -782404.561033 nChanged 62 SP:Iteration 25Q (10446.729232 sec): 3 clusters Score: Raw -784139.711033 + Penalty 1717.762652 = -782421.948380 nChanged 71 SP:Iteration 26Q (10446.786969 sec): 3 clusters Score: Raw -784159.024120 + Penalty 1717.762652 = -782441.261468 nChanged 74 SP:Iteration 27Q (10446.845031 sec): 3 clusters Score: Raw -784177.681274 + Penalty 1717.762652 = -782459.918622 nChanged 74 SP:Iteration 28Q (10446.902726 sec): 3 clusters Score: Raw -784198.797778 + Penalty 1717.762652 = -782481.035126 nChanged 75 SP:Iteration 29Q (10446.961285 sec): 3 clusters Score: Raw -784221.086274 + Penalty 1717.762652 = -782503.323622 nChanged 74 SP:Iteration 30Q (10447.018627 sec): 3 clusters Score: Raw -784239.992269 + Penalty 1717.762652 = -782522.229617 nChanged 60 SP:Iteration 31Q (10447.076431 sec): 3 clusters Score: Raw -784260.577485 + Penalty 1717.762652 = -782542.814833 nChanged 77 SP:Iteration 32Q (10447.131212 sec): 3 clusters Score: Raw -784283.751408 + Penalty 1717.762652 = -782565.988755 nChanged 75 SP:Iteration 33Q (10447.182831 sec): 3 clusters Score: Raw -784306.564012 + Penalty 1717.762652 = -782588.801359 nChanged 69 SP:Iteration 34Q (10447.240154 sec): 3 clusters Score: Raw -784328.314428 + Penalty 1717.762652 = -782610.551776 nChanged 78 SP:Iteration 35Q (10447.287144 sec): 3 clusters Score: Raw -784353.921663 + Penalty 1717.762652 = -782636.159011 nChanged 79 SP:Iteration 36Q (10447.338079 sec): 3 clusters Score: Raw -784377.729792 + Penalty 1717.762652 = -782659.967139 nChanged 66 SP:Iteration 37Q (10447.396154 sec): 3 clusters Score: Raw -784397.645266 + Penalty 1717.762652 = -782679.882614 nChanged 59 SP:Iteration 38Q (10447.441582 sec): 3 clusters Score: Raw -784412.075010 + Penalty 1717.762652 = -782694.312357 nChanged 53 SP:Iteration 39Q (10447.491461 sec): 3 clusters Score: Raw -784423.763569 + Penalty 1717.762652 = -782706.000917 nChanged 43 SP:Iteration 40F (10447.550881 sec): 3 clusters Score: Raw -784434.662131 + Penalty 1717.762652 = -782716.899479 nChanged 46 SP:Iteration 41Q (10447.607605 sec): 3 clusters Score: Raw -784448.660337 + Penalty 1717.762652 = -782730.897685 nChanged 40 SP:Iteration 42Q (10447.664675 sec): 3 clusters Score: Raw -784460.742919 + Penalty 1717.762652 = -782742.980267 nChanged 42 SP:Iteration 43Q (10447.721673 sec): 3 clusters Score: Raw -784472.585635 + Penalty 1717.762652 = -782754.822983 nChanged 46 SP:Iteration 44Q (10447.789878 sec): 3 clusters Score: Raw -784485.034610 + Penalty 1717.762652 = -782767.271958 nChanged 46 SP:Iteration 45Q (10447.835947 sec): 3 clusters Score: Raw -784499.810191 + Penalty 1717.762652 = -782782.047539 nChanged 46 SP:Iteration 46Q (10447.888786 sec): 3 clusters Score: Raw -784512.880369 + Penalty 1717.762652 = -782795.117717 nChanged 36 SP:Iteration 47Q (10447.946645 sec): 3 clusters Score: Raw -784521.648795 + Penalty 1717.762652 = -782803.886143 nChanged 42 SP:Iteration 48Q (10448.003958 sec): 3 clusters Score: Raw -784534.073292 + Penalty 1717.762652 = -782816.310640 nChanged 45 SP:Iteration 49Q (10448.062192 sec): 3 clusters Score: Raw -784547.017943 + Penalty 1717.762652 = -782829.255291 nChanged 33 SP:Iteration 50Q (10448.122628 sec): 3 clusters Score: Raw -784554.712630 + Penalty 1717.762652 = -782836.949977 nChanged 28 SP:Iteration 51Q (10448.177475 sec): 3 clusters Score: Raw -784562.097939 + Penalty 1717.762652 = -782844.335287 nChanged 33 SP:Iteration 52Q (10448.232466 sec): 3 clusters Score: Raw -784572.895496 + Penalty 1717.762652 = -782855.132844 nChanged 38 SP:Iteration 53Q (10448.276045 sec): 3 clusters Score: Raw -784586.114445 + Penalty 1717.762652 = -782868.351792 nChanged 42 SP:Iteration 54Q (10448.329092 sec): 3 clusters Score: Raw -784603.001804 + Penalty 1717.762652 = -782885.239152 nChanged 46 SP:Iteration 55Q (10448.391058 sec): 3 clusters Score: Raw -784622.278752 + Penalty 1717.762652 = -782904.516099 nChanged 47 SP:Iteration 56Q (10448.441210 sec): 3 clusters Score: Raw -784638.119057 + Penalty 1717.762652 = -782920.356404 nChanged 36 SP:Iteration 57Q (10448.488014 sec): 3 clusters Score: Raw -784653.163312 + Penalty 1717.762652 = -782935.400660 nChanged 37 SP:Iteration 58Q (10448.540564 sec): 3 clusters Score: Raw -784667.131889 + Penalty 1717.762652 = -782949.369237 nChanged 27 SP:Iteration 59Q (10448.602348 sec): 3 clusters Score: Raw -784680.432664 + Penalty 1717.762652 = -782962.670012 nChanged 33 SP:Iteration 60F (10448.658181 sec): 3 clusters Score: Raw -784694.992030 + Penalty 1717.762652 = -782977.229377 nChanged 34 SP:Iteration 61Q (10448.710175 sec): 3 clusters Score: Raw -784711.941093 + Penalty 1717.762652 = -782994.178441 nChanged 35 SP:Iteration 62Q (10448.764116 sec): 3 clusters Score: Raw -784725.738261 + Penalty 1717.762652 = -783007.975609 nChanged 31 SP:Iteration 63Q (10448.817879 sec): 3 clusters Score: Raw -784739.395927 + Penalty 1717.762652 = -783021.633275 nChanged 24 SP:Iteration 64Q (10448.871656 sec): 3 clusters Score: Raw -784747.406874 + Penalty 1717.762652 = -783029.644222 nChanged 22 SP:Iteration 65Q (10448.926660 sec): 3 clusters Score: Raw -784754.258026 + Penalty 1717.762652 = -783036.495374 nChanged 21 SP:Iteration 66Q (10448.982086 sec): 3 clusters Score: Raw -784763.845174 + Penalty 1717.762652 = -783046.082522 nChanged 25 SP:Iteration 67Q (10449.036041 sec): 3 clusters Score: Raw -784775.718933 + Penalty 1717.762652 = -783057.956281 nChanged 26 SP:Iteration 68Q (10449.092048 sec): 3 clusters Score: Raw -784786.844147 + Penalty 1717.762652 = -783069.081495 nChanged 17 SP:Iteration 69Q (10449.147745 sec): 3 clusters Score: Raw -784797.129475 + Penalty 1717.762652 = -783079.366823 nChanged 21 SP:Iteration 70Q (10449.191999 sec): 3 clusters Score: Raw -784809.797029 + Penalty 1717.762652 = -783092.034376 nChanged 23 SP:Iteration 71Q (10449.248724 sec): 3 clusters Score: Raw -784823.266097 + Penalty 1717.762652 = -783105.503445 nChanged 16 SP:Iteration 72Q (10449.313258 sec): 3 clusters Score: Raw -784830.628034 + Penalty 1717.762652 = -783112.865382 nChanged 14 SP:Iteration 73Q (10449.368382 sec): 3 clusters Score: Raw -784837.564322 + Penalty 1717.762652 = -783119.801670 nChanged 17 SP:Iteration 74Q (10449.423549 sec): 3 clusters Score: Raw -784847.503250 + Penalty 1717.762652 = -783129.740598 nChanged 12 SP:Iteration 75Q (10449.472205 sec): 3 clusters Score: Raw -784852.730584 + Penalty 1717.762652 = -783134.967931 nChanged 13 SP:Iteration 76Q (10449.538835 sec): 3 clusters Score: Raw -784859.446035 + Penalty 1717.762652 = -783141.683383 nChanged 12 SP:Iteration 77Q (10449.596182 sec): 3 clusters Score: Raw -784863.357220 + Penalty 1717.762652 = -783145.594567 nChanged 5 SP:Iteration 78Q (10449.653453 sec): 3 clusters Score: Raw -784864.701032 + Penalty 1717.762652 = -783146.938379 nChanged 2 SP:Iteration 79Q (10449.709365 sec): 3 clusters Score: Raw -784864.853645 + Penalty 1717.762652 = -783147.090993 nChanged 2 SP:Iteration 80F (10449.757167 sec): 3 clusters Score: Raw -784865.315195 + Penalty 1717.762652 = -783147.552543 nChanged 1 SP:Iteration 81Q (10449.813363 sec): 3 clusters Score: Raw -784865.613604 + Penalty 1717.762652 = -783147.850952 nChanged 1 SP:Iteration 82Q (10449.870779 sec): 3 clusters Score: Raw -784867.067583 + Penalty 1717.762652 = -783149.304931 nChanged 5 SP:Iteration 83Q (10449.927674 sec): 3 clusters Score: Raw -784869.783219 + Penalty 1717.762652 = -783152.020567 nChanged 4 SP:Iteration 84Q (10449.984181 sec): 3 clusters Score: Raw -784872.252734 + Penalty 1717.762652 = -783154.490082 nChanged 6 SP:Iteration 85Q (10450.041181 sec): 3 clusters Score: Raw -784876.364160 + Penalty 1717.762652 = -783158.601508 nChanged 8 SP:Iteration 86Q (10450.107793 sec): 3 clusters Score: Raw -784879.337521 + Penalty 1717.762652 = -783161.574869 nChanged 5 SP:Iteration 87Q (10450.164749 sec): 3 clusters Score: Raw -784880.879776 + Penalty 1717.762652 = -783163.117124 nChanged 5 SP:Iteration 88Q (10450.221534 sec): 3 clusters Score: Raw -784882.401406 + Penalty 1717.762652 = -783164.638754 nChanged 2 SP:Iteration 89Q (10450.279362 sec): 3 clusters Score: Raw -784883.335444 + Penalty 1717.762652 = -783165.572792 nChanged 1 SP:Iteration 90Q (10450.336961 sec): 3 clusters Score: Raw -784883.521084 + Penalty 1717.762652 = -783165.758432 nChanged 1 SP:Iteration 91Q (10450.381361 sec): 3 clusters Score: Raw -784883.813195 + Penalty 1717.762652 = -783166.050543 nChanged 0 SP:Iteration 92F (10450.439528 sec): 3 clusters Score: Raw -784883.813195 + Penalty 1717.762652 = -783166.050543 nChanged 0 Trying to split cluster 5 (34882 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10450.514632 sec): 2 clusters Score: Raw -2999267.134533 + Penalty 993.673991 = -2998273.460543 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10450.608178 sec): 3 clusters Score: Raw -2976970.047748 + Penalty 1987.347981 = -2974982.699767 nChanged 16563 SP:Iteration 1F (10450.685609 sec): 3 clusters Score: Raw -2986620.171926 + Penalty 1987.347981 = -2984632.823945 nChanged 1645 SP:Iteration 2Q (10450.780268 sec): 3 clusters Score: Raw -2987261.273886 + Penalty 1987.347981 = -2985273.925905 nChanged 1653 SP:Iteration 3Q (10450.883514 sec): 3 clusters Score: Raw -2987966.458960 + Penalty 1987.347981 = -2985979.110979 nChanged 1772 SP:Iteration 4F (10450.977018 sec): 3 clusters Score: Raw -2988957.250882 + Penalty 1987.347981 = -2986969.902901 nChanged 2020 SP:Iteration 5F (10451.061528 sec): 3 clusters Score: Raw -2990276.236803 + Penalty 1987.347981 = -2988288.888822 nChanged 2139 SP:Iteration 6F (10451.149831 sec): 3 clusters Score: Raw -2991917.060145 + Penalty 1987.347981 = -2989929.712164 nChanged 2170 SP:Iteration 7F (10451.252481 sec): 3 clusters Score: Raw -2993691.670881 + Penalty 1987.347981 = -2991704.322900 nChanged 1882 SP:Iteration 8F (10451.343137 sec): 3 clusters Score: Raw -2995169.702108 + Penalty 1987.347981 = -2993182.354127 nChanged 1504 SP:Iteration 9Q (10451.425313 sec): 3 clusters Score: Raw -2996295.885274 + Penalty 1987.347981 = -2994308.537293 nChanged 1154 SP:Iteration 10Q (10451.521709 sec): 3 clusters Score: Raw -2997099.749019 + Penalty 1987.347981 = -2995112.401038 nChanged 927 SP:Iteration 11Q (10451.594229 sec): 3 clusters Score: Raw -2997713.708534 + Penalty 1987.347981 = -2995726.360553 nChanged 707 SP:Iteration 12Q (10451.683914 sec): 3 clusters Score: Raw -2998149.464956 + Penalty 1987.347981 = -2996162.116975 nChanged 552 SP:Iteration 13Q (10451.767579 sec): 3 clusters Score: Raw -2998499.394413 + Penalty 1987.347981 = -2996512.046432 nChanged 438 SP:Iteration 14Q (10451.849355 sec): 3 clusters Score: Raw -2998778.900513 + Penalty 1987.347981 = -2996791.552532 nChanged 338 SP:Iteration 15Q (10451.921511 sec): 3 clusters Score: Raw -2998982.313091 + Penalty 1987.347981 = -2996994.965110 nChanged 297 SP:Iteration 16Q (10452.003315 sec): 3 clusters Score: Raw -2999151.564047 + Penalty 1987.347981 = -2997164.216066 nChanged 197 SP:Iteration 17Q (10452.081795 sec): 3 clusters Score: Raw -2999259.832525 + Penalty 1987.347981 = -2997272.484544 nChanged 152 SP:Iteration 18Q (10452.161438 sec): 3 clusters Score: Raw -2999346.882602 + Penalty 1987.347981 = -2997359.534621 nChanged 127 SP:Iteration 19Q (10452.241129 sec): 3 clusters Score: Raw -2999416.682607 + Penalty 1987.347981 = -2997429.334626 nChanged 98 SP:Iteration 20F (10452.341253 sec): 3 clusters Score: Raw -2999479.272977 + Penalty 1987.347981 = -2997491.924996 nChanged 80 SP:Iteration 21Q (10452.425934 sec): 3 clusters Score: Raw -2999532.316484 + Penalty 1987.347981 = -2997544.968503 nChanged 68 SP:Iteration 22Q (10452.509146 sec): 3 clusters Score: Raw -2999577.085294 + Penalty 1987.347981 = -2997589.737313 nChanged 69 SP:Iteration 23Q (10452.585748 sec): 3 clusters Score: Raw -2999619.056714 + Penalty 1987.347981 = -2997631.708733 nChanged 59 SP:Iteration 24Q (10452.671674 sec): 3 clusters Score: Raw -2999651.015458 + Penalty 1987.347981 = -2997663.667477 nChanged 47 SP:Iteration 25Q (10452.758753 sec): 3 clusters Score: Raw -2999676.798482 + Penalty 1987.347981 = -2997689.450501 nChanged 49 SP:Iteration 26Q (10452.845732 sec): 3 clusters Score: Raw -2999706.465432 + Penalty 1987.347981 = -2997719.117451 nChanged 31 SP:Iteration 27Q (10452.935122 sec): 3 clusters Score: Raw -2999723.585716 + Penalty 1987.347981 = -2997736.237735 nChanged 31 SP:Iteration 28Q (10453.019099 sec): 3 clusters Score: Raw -2999737.976342 + Penalty 1987.347981 = -2997750.628361 nChanged 22 SP:Iteration 29Q (10453.105658 sec): 3 clusters Score: Raw -2999751.306926 + Penalty 1987.347981 = -2997763.958945 nChanged 26 SP:Iteration 30Q (10453.190966 sec): 3 clusters Score: Raw -2999763.887438 + Penalty 1987.347981 = -2997776.539457 nChanged 27 SP:Iteration 31Q (10453.278031 sec): 3 clusters Score: Raw -2999777.928841 + Penalty 1987.347981 = -2997790.580860 nChanged 23 SP:Iteration 32Q (10453.370218 sec): 3 clusters Score: Raw -2999790.072285 + Penalty 1987.347981 = -2997802.724304 nChanged 20 SP:Iteration 33Q (10453.455261 sec): 3 clusters Score: Raw -2999805.259775 + Penalty 1987.347981 = -2997817.911794 nChanged 30 SP:Iteration 34Q (10453.548634 sec): 3 clusters Score: Raw -2999823.966768 + Penalty 1987.347981 = -2997836.618787 nChanged 15 SP:Iteration 35Q (10453.630292 sec): 3 clusters Score: Raw -2999831.718726 + Penalty 1987.347981 = -2997844.370745 nChanged 14 SP:Iteration 36Q (10453.708022 sec): 3 clusters Score: Raw -2999843.893503 + Penalty 1987.347981 = -2997856.545522 nChanged 17 SP:Iteration 37Q (10453.794548 sec): 3 clusters Score: Raw -2999854.838754 + Penalty 1987.347981 = -2997867.490773 nChanged 16 SP:Iteration 38Q (10453.849706 sec): 3 clusters Score: Raw -2999863.582039 + Penalty 1987.347981 = -2997876.234058 nChanged 11 SP:Iteration 39Q (10453.933087 sec): 3 clusters Score: Raw -2999868.148819 + Penalty 1987.347981 = -2997880.800838 nChanged 8 SP:Iteration 40F (10454.022666 sec): 3 clusters Score: Raw -2999893.274277 + Penalty 1987.347981 = -2997905.926296 nChanged 20 SP:Iteration 41Q (10454.104326 sec): 3 clusters Score: Raw -2999921.032500 + Penalty 1987.347981 = -2997933.684519 nChanged 27 SP:Iteration 42Q (10454.186847 sec): 3 clusters Score: Raw -2999948.030802 + Penalty 1987.347981 = -2997960.682821 nChanged 30 SP:Iteration 43Q (10454.270561 sec): 3 clusters Score: Raw -2999967.813178 + Penalty 1987.347981 = -2997980.465197 nChanged 18 SP:Iteration 44Q (10454.346909 sec): 3 clusters Score: Raw -2999976.482769 + Penalty 1987.347981 = -2997989.134788 nChanged 21 SP:Iteration 45Q (10454.429271 sec): 3 clusters Score: Raw -2999986.344332 + Penalty 1987.347981 = -2997998.996351 nChanged 13 SP:Iteration 46Q (10454.509736 sec): 3 clusters Score: Raw -2999993.229842 + Penalty 1987.347981 = -2998005.881861 nChanged 17 SP:Iteration 47Q (10454.584924 sec): 3 clusters Score: Raw -2999999.910926 + Penalty 1987.347981 = -2998012.562945 nChanged 8 SP:Iteration 48Q (10454.666814 sec): 3 clusters Score: Raw -3000003.312954 + Penalty 1987.347981 = -2998015.964973 nChanged 6 SP:Iteration 49Q (10454.738992 sec): 3 clusters Score: Raw -3000005.590028 + Penalty 1987.347981 = -2998018.242047 nChanged 3 SP:Iteration 50Q (10454.822848 sec): 3 clusters Score: Raw -3000006.094080 + Penalty 1987.347981 = -2998018.746099 nChanged 1 SP:Iteration 51Q (10454.893257 sec): 3 clusters Score: Raw -3000006.242061 + Penalty 1987.347981 = -2998018.894080 nChanged 1 SP:Iteration 52Q (10454.964041 sec): 3 clusters Score: Raw -3000006.381586 + Penalty 1987.347981 = -2998019.033605 nChanged 0 SP:Iteration 53F (10455.053728 sec): 3 clusters Score: Raw -3000006.381586 + Penalty 1987.347981 = -2998019.033605 nChanged 0 Trying to split cluster 6 (29358 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10455.092833 sec): 2 clusters Score: Raw -2725427.004413 + Penalty 977.295434 = -2724449.708979 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10455.172693 sec): 3 clusters Score: Raw -2706769.576001 + Penalty 1954.590868 = -2704814.985132 nChanged 13823 SP:Iteration 1F (10455.250165 sec): 3 clusters Score: Raw -2714852.550899 + Penalty 1954.590868 = -2712897.960031 nChanged 1807 SP:Iteration 2F (10455.334385 sec): 3 clusters Score: Raw -2715730.745300 + Penalty 1954.590868 = -2713776.154431 nChanged 1971 SP:Iteration 3F (10455.407797 sec): 3 clusters Score: Raw -2716904.788248 + Penalty 1954.590868 = -2714950.197379 nChanged 2198 SP:Iteration 4F (10455.492640 sec): 3 clusters Score: Raw -2718434.200165 + Penalty 1954.590868 = -2716479.609297 nChanged 2363 SP:Iteration 5F (10455.571785 sec): 3 clusters Score: Raw -2720174.120491 + Penalty 1954.590868 = -2718219.529622 nChanged 2253 SP:Iteration 6F (10455.636523 sec): 3 clusters Score: Raw -2721993.796409 + Penalty 1954.590868 = -2720039.205540 nChanged 1869 SP:Iteration 7F (10455.720694 sec): 3 clusters Score: Raw -2723714.117811 + Penalty 1954.590868 = -2721759.526943 nChanged 1388 SP:Iteration 8Q (10455.810129 sec): 3 clusters Score: Raw -2725063.631359 + Penalty 1954.590868 = -2723109.040491 nChanged 998 SP:Iteration 9Q (10455.887721 sec): 3 clusters Score: Raw -2725907.405508 + Penalty 1954.590868 = -2723952.814639 nChanged 823 SP:Iteration 10Q (10455.963063 sec): 3 clusters Score: Raw -2726453.350080 + Penalty 1954.590868 = -2724498.759212 nChanged 646 SP:Iteration 11Q (10456.043487 sec): 3 clusters Score: Raw -2726798.352404 + Penalty 1954.590868 = -2724843.761536 nChanged 563 SP:Iteration 12Q (10456.125977 sec): 3 clusters Score: Raw -2727074.720205 + Penalty 1954.590868 = -2725120.129337 nChanged 556 SP:Iteration 13Q (10456.211393 sec): 3 clusters Score: Raw -2727395.836212 + Penalty 1954.590868 = -2725441.245344 nChanged 576 SP:Iteration 14Q (10456.290492 sec): 3 clusters Score: Raw -2727806.652755 + Penalty 1954.590868 = -2725852.061886 nChanged 656 SP:Iteration 15Q (10456.380504 sec): 3 clusters Score: Raw -2728353.629613 + Penalty 1954.590868 = -2726399.038745 nChanged 696 SP:Iteration 16Q (10456.464153 sec): 3 clusters Score: Raw -2728971.393168 + Penalty 1954.590868 = -2727016.802300 nChanged 656 SP:Iteration 17Q (10456.547833 sec): 3 clusters Score: Raw -2729521.119081 + Penalty 1954.590868 = -2727566.528212 nChanged 515 SP:Iteration 18Q (10456.631566 sec): 3 clusters Score: Raw -2729876.505810 + Penalty 1954.590868 = -2727921.914942 nChanged 420 SP:Iteration 19Q (10456.703630 sec): 3 clusters Score: Raw -2730098.721309 + Penalty 1954.590868 = -2728144.130440 nChanged 304 SP:Iteration 20F (10456.788572 sec): 3 clusters Score: Raw -2730210.658931 + Penalty 1954.590868 = -2728256.068062 nChanged 226 SP:Iteration 21Q (10456.871108 sec): 3 clusters Score: Raw -2730277.363546 + Penalty 1954.590868 = -2728322.772678 nChanged 189 SP:Iteration 22Q (10456.955699 sec): 3 clusters Score: Raw -2730326.175138 + Penalty 1954.590868 = -2728371.584270 nChanged 162 SP:Iteration 23Q (10457.038413 sec): 3 clusters Score: Raw -2730359.443564 + Penalty 1954.590868 = -2728404.852695 nChanged 117 SP:Iteration 24Q (10457.114571 sec): 3 clusters Score: Raw -2730381.051857 + Penalty 1954.590868 = -2728426.460988 nChanged 108 SP:Iteration 25Q (10457.197227 sec): 3 clusters Score: Raw -2730397.449482 + Penalty 1954.590868 = -2728442.858613 nChanged 86 SP:Iteration 26Q (10457.280141 sec): 3 clusters Score: Raw -2730408.680327 + Penalty 1954.590868 = -2728454.089459 nChanged 69 SP:Iteration 27Q (10457.369420 sec): 3 clusters Score: Raw -2730417.288455 + Penalty 1954.590868 = -2728462.697586 nChanged 56 SP:Iteration 28Q (10457.448382 sec): 3 clusters Score: Raw -2730422.731102 + Penalty 1954.590868 = -2728468.140234 nChanged 38 SP:Iteration 29Q (10457.497299 sec): 3 clusters Score: Raw -2730425.703759 + Penalty 1954.590868 = -2728471.112890 nChanged 32 SP:Iteration 30Q (10457.551551 sec): 3 clusters Score: Raw -2730428.170148 + Penalty 1954.590868 = -2728473.579280 nChanged 30 SP:Iteration 31Q (10457.606293 sec): 3 clusters Score: Raw -2730430.171288 + Penalty 1954.590868 = -2728475.580420 nChanged 27 SP:Iteration 32Q (10457.664371 sec): 3 clusters Score: Raw -2730431.557735 + Penalty 1954.590868 = -2728476.966867 nChanged 18 SP:Iteration 33Q (10457.708814 sec): 3 clusters Score: Raw -2730432.626021 + Penalty 1954.590868 = -2728478.035153 nChanged 14 SP:Iteration 34Q (10457.753674 sec): 3 clusters Score: Raw -2730433.123318 + Penalty 1954.590868 = -2728478.532449 nChanged 11 SP:Iteration 35Q (10457.799067 sec): 3 clusters Score: Raw -2730433.528693 + Penalty 1954.590868 = -2728478.937824 nChanged 10 SP:Iteration 36Q (10457.844238 sec): 3 clusters Score: Raw -2730433.970788 + Penalty 1954.590868 = -2728479.379920 nChanged 13 SP:Iteration 37Q (10457.889004 sec): 3 clusters Score: Raw -2730434.818756 + Penalty 1954.590868 = -2728480.227888 nChanged 14 SP:Iteration 38Q (10457.934014 sec): 3 clusters Score: Raw -2730435.551807 + Penalty 1954.590868 = -2728480.960939 nChanged 17 SP:Iteration 39Q (10457.978728 sec): 3 clusters Score: Raw -2730436.152106 + Penalty 1954.590868 = -2728481.561237 nChanged 10 SP:Iteration 40F (10458.028339 sec): 3 clusters Score: Raw -2730436.530643 + Penalty 1954.590868 = -2728481.939774 nChanged 10 SP:Iteration 41Q (10458.074086 sec): 3 clusters Score: Raw -2730436.838580 + Penalty 1954.590868 = -2728482.247712 nChanged 8 SP:Iteration 42Q (10458.119272 sec): 3 clusters Score: Raw -2730437.147509 + Penalty 1954.590868 = -2728482.556640 nChanged 3 SP:Iteration 43Q (10458.196169 sec): 3 clusters Score: Raw -2730437.219877 + Penalty 1954.590868 = -2728482.629009 nChanged 4 SP:Iteration 44Q (10458.284772 sec): 3 clusters Score: Raw -2730437.315342 + Penalty 1954.590868 = -2728482.724473 nChanged 0 SP:Iteration 45F (10458.365718 sec): 3 clusters Score: Raw -2730437.315342 + Penalty 1954.590868 = -2728482.724473 nChanged 0 Score: Raw -89474850.877229 + Penalty 35387.933607 = -89439462.943622 Splitting cluster 6 changes total score from -89435423.734156 to -89439462.943622 So it's getting split into cluster 1. Trying to split cluster 7 (51577 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10471.262274 sec): 2 clusters Score: Raw -4888250.849073 + Penalty 1030.828956 = -4887220.020117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10471.361658 sec): 3 clusters Score: Raw -4854912.602844 + Penalty 2061.657912 = -4852850.944932 nChanged 24654 SP:Iteration 1F (10471.452985 sec): 3 clusters Score: Raw -4869475.653484 + Penalty 2061.657912 = -4867413.995572 nChanged 2526 SP:Iteration 2Q (10471.547302 sec): 3 clusters Score: Raw -4870537.589764 + Penalty 2061.657912 = -4868475.931852 nChanged 2925 SP:Iteration 3F (10471.663281 sec): 3 clusters Score: Raw -4872103.063754 + Penalty 2061.657912 = -4870041.405842 nChanged 3400 SP:Iteration 4F (10471.758952 sec): 3 clusters Score: Raw -4874460.962156 + Penalty 2061.657912 = -4872399.304244 nChanged 3735 SP:Iteration 5F (10471.870386 sec): 3 clusters Score: Raw -4877600.504191 + Penalty 2061.657912 = -4875538.846279 nChanged 3461 SP:Iteration 6F (10471.980636 sec): 3 clusters Score: Raw -4880822.134271 + Penalty 2061.657912 = -4878760.476359 nChanged 2739 SP:Iteration 7F (10472.096244 sec): 3 clusters Score: Raw -4883422.894301 + Penalty 2061.657912 = -4881361.236389 nChanged 1911 SP:Iteration 8Q (10472.208502 sec): 3 clusters Score: Raw -4885145.999561 + Penalty 2061.657912 = -4883084.341649 nChanged 1239 SP:Iteration 9Q (10472.324540 sec): 3 clusters Score: Raw -4886230.439527 + Penalty 2061.657912 = -4884168.781615 nChanged 887 SP:Iteration 10Q (10472.432898 sec): 3 clusters Score: Raw -4886959.469868 + Penalty 2061.657912 = -4884897.811956 nChanged 599 SP:Iteration 11Q (10472.527442 sec): 3 clusters Score: Raw -4887429.578174 + Penalty 2061.657912 = -4885367.920262 nChanged 429 SP:Iteration 12Q (10472.636573 sec): 3 clusters Score: Raw -4887764.380084 + Penalty 2061.657912 = -4885702.722172 nChanged 271 SP:Iteration 13Q (10472.738431 sec): 3 clusters Score: Raw -4887950.896943 + Penalty 2061.657912 = -4885889.239031 nChanged 210 SP:Iteration 14Q (10472.839212 sec): 3 clusters Score: Raw -4888086.779242 + Penalty 2061.657912 = -4886025.121330 nChanged 154 SP:Iteration 15Q (10472.941975 sec): 3 clusters Score: Raw -4888187.636557 + Penalty 2061.657912 = -4886125.978645 nChanged 102 SP:Iteration 16Q (10473.030829 sec): 3 clusters Score: Raw -4888254.324942 + Penalty 2061.657912 = -4886192.667030 nChanged 78 SP:Iteration 17Q (10473.129779 sec): 3 clusters Score: Raw -4888305.639267 + Penalty 2061.657912 = -4886243.981355 nChanged 52 SP:Iteration 18Q (10473.227114 sec): 3 clusters Score: Raw -4888332.645184 + Penalty 2061.657912 = -4886270.987272 nChanged 36 SP:Iteration 19Q (10473.322399 sec): 3 clusters Score: Raw -4888349.031935 + Penalty 2061.657912 = -4886287.374023 nChanged 28 SP:Iteration 20F (10473.446278 sec): 3 clusters Score: Raw -4888363.527581 + Penalty 2061.657912 = -4886301.869669 nChanged 18 SP:Iteration 21Q (10473.547154 sec): 3 clusters Score: Raw -4888371.986444 + Penalty 2061.657912 = -4886310.328532 nChanged 11 SP:Iteration 22Q (10473.638023 sec): 3 clusters Score: Raw -4888377.687769 + Penalty 2061.657912 = -4886316.029857 nChanged 13 SP:Iteration 23Q (10473.741631 sec): 3 clusters Score: Raw -4888384.122154 + Penalty 2061.657912 = -4886322.464242 nChanged 7 SP:Iteration 24Q (10473.837646 sec): 3 clusters Score: Raw -4888388.422149 + Penalty 2061.657912 = -4886326.764237 nChanged 8 SP:Iteration 25Q (10473.935193 sec): 3 clusters Score: Raw -4888391.358062 + Penalty 2061.657912 = -4886329.700150 nChanged 5 SP:Iteration 26Q (10474.027203 sec): 3 clusters Score: Raw -4888393.982129 + Penalty 2061.657912 = -4886332.324217 nChanged 4 SP:Iteration 27Q (10474.125054 sec): 3 clusters Score: Raw -4888396.332544 + Penalty 2061.657912 = -4886334.674632 nChanged 3 SP:Iteration 28Q (10474.210244 sec): 3 clusters Score: Raw -4888397.787735 + Penalty 2061.657912 = -4886336.129823 nChanged 2 SP:Iteration 29Q (10474.307701 sec): 3 clusters Score: Raw -4888398.429324 + Penalty 2061.657912 = -4886336.771412 nChanged 3 SP:Iteration 30Q (10474.409131 sec): 3 clusters Score: Raw -4888399.704042 + Penalty 2061.657912 = -4886338.046130 nChanged 0 SP:Iteration 31F (10474.518892 sec): 3 clusters Score: Raw -4888399.704042 + Penalty 2061.657912 = -4886338.046130 nChanged 0 Trying to split cluster 8 (11104 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10474.553118 sec): 2 clusters Score: Raw -1058884.299819 + Penalty 884.930765 = -1057999.369054 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10474.620903 sec): 3 clusters Score: Raw -1052263.740298 + Penalty 1769.861530 = -1050493.878768 nChanged 5008 SP:Iteration 1F (10474.675624 sec): 3 clusters Score: Raw -1055110.444808 + Penalty 1769.861530 = -1053340.583278 nChanged 728 SP:Iteration 2F (10474.734970 sec): 3 clusters Score: Raw -1055581.404118 + Penalty 1769.861530 = -1053811.542588 nChanged 795 SP:Iteration 3F (10474.797526 sec): 3 clusters Score: Raw -1056225.025847 + Penalty 1769.861530 = -1054455.164318 nChanged 881 SP:Iteration 4F (10474.857193 sec): 3 clusters Score: Raw -1057025.281822 + Penalty 1769.861530 = -1055255.420293 nChanged 904 SP:Iteration 5F (10474.919623 sec): 3 clusters Score: Raw -1057784.072900 + Penalty 1769.861530 = -1056014.211370 nChanged 800 SP:Iteration 6F (10474.970461 sec): 3 clusters Score: Raw -1058401.240316 + Penalty 1769.861530 = -1056631.378786 nChanged 625 SP:Iteration 7F (10475.032091 sec): 3 clusters Score: Raw -1058791.507662 + Penalty 1769.861530 = -1057021.646133 nChanged 421 SP:Iteration 8Q (10475.094482 sec): 3 clusters Score: Raw -1059006.437254 + Penalty 1769.861530 = -1057236.575725 nChanged 271 SP:Iteration 9Q (10475.157103 sec): 3 clusters Score: Raw -1059118.113158 + Penalty 1769.861530 = -1057348.251628 nChanged 198 SP:Iteration 10Q (10475.219576 sec): 3 clusters Score: Raw -1059193.424137 + Penalty 1769.861530 = -1057423.562607 nChanged 166 SP:Iteration 11Q (10475.281954 sec): 3 clusters Score: Raw -1059256.668440 + Penalty 1769.861530 = -1057486.806910 nChanged 139 SP:Iteration 12Q (10475.333834 sec): 3 clusters Score: Raw -1059301.189260 + Penalty 1769.861530 = -1057531.327730 nChanged 117 SP:Iteration 13Q (10475.395920 sec): 3 clusters Score: Raw -1059338.883043 + Penalty 1769.861530 = -1057569.021514 nChanged 108 SP:Iteration 14Q (10475.458236 sec): 3 clusters Score: Raw -1059367.135187 + Penalty 1769.861530 = -1057597.273657 nChanged 74 SP:Iteration 15Q (10475.520544 sec): 3 clusters Score: Raw -1059386.630679 + Penalty 1769.861530 = -1057616.769149 nChanged 73 SP:Iteration 16Q (10475.572397 sec): 3 clusters Score: Raw -1059405.605952 + Penalty 1769.861530 = -1057635.744422 nChanged 54 SP:Iteration 17Q (10475.633942 sec): 3 clusters Score: Raw -1059418.291237 + Penalty 1769.861530 = -1057648.429707 nChanged 52 SP:Iteration 18Q (10475.696029 sec): 3 clusters Score: Raw -1059428.320631 + Penalty 1769.861530 = -1057658.459101 nChanged 45 SP:Iteration 19Q (10475.755530 sec): 3 clusters Score: Raw -1059435.831862 + Penalty 1769.861530 = -1057665.970333 nChanged 47 SP:Iteration 20F (10475.818086 sec): 3 clusters Score: Raw -1059443.457067 + Penalty 1769.861530 = -1057673.595537 nChanged 43 SP:Iteration 21Q (10475.880134 sec): 3 clusters Score: Raw -1059450.481257 + Penalty 1769.861530 = -1057680.619727 nChanged 45 SP:Iteration 22Q (10475.938129 sec): 3 clusters Score: Raw -1059459.471918 + Penalty 1769.861530 = -1057689.610388 nChanged 44 SP:Iteration 23Q (10475.999103 sec): 3 clusters Score: Raw -1059466.880521 + Penalty 1769.861530 = -1057697.018991 nChanged 34 SP:Iteration 24Q (10476.061154 sec): 3 clusters Score: Raw -1059472.353861 + Penalty 1769.861530 = -1057702.492331 nChanged 27 SP:Iteration 25Q (10476.121465 sec): 3 clusters Score: Raw -1059476.252017 + Penalty 1769.861530 = -1057706.390488 nChanged 18 SP:Iteration 26Q (10476.183007 sec): 3 clusters Score: Raw -1059479.719470 + Penalty 1769.861530 = -1057709.857940 nChanged 24 SP:Iteration 27Q (10476.237068 sec): 3 clusters Score: Raw -1059483.602658 + Penalty 1769.861530 = -1057713.741128 nChanged 17 SP:Iteration 28Q (10476.286636 sec): 3 clusters Score: Raw -1059485.985781 + Penalty 1769.861530 = -1057716.124251 nChanged 12 SP:Iteration 29Q (10476.347251 sec): 3 clusters Score: Raw -1059487.472864 + Penalty 1769.861530 = -1057717.611334 nChanged 13 SP:Iteration 30Q (10476.408902 sec): 3 clusters Score: Raw -1059488.980263 + Penalty 1769.861530 = -1057719.118733 nChanged 18 SP:Iteration 31Q (10476.470289 sec): 3 clusters Score: Raw -1059491.523124 + Penalty 1769.861530 = -1057721.661595 nChanged 12 SP:Iteration 32Q (10476.524518 sec): 3 clusters Score: Raw -1059492.727301 + Penalty 1769.861530 = -1057722.865772 nChanged 17 SP:Iteration 33Q (10476.586685 sec): 3 clusters Score: Raw -1059494.581533 + Penalty 1769.861530 = -1057724.720003 nChanged 12 SP:Iteration 34Q (10476.649462 sec): 3 clusters Score: Raw -1059495.702388 + Penalty 1769.861530 = -1057725.840859 nChanged 11 SP:Iteration 35Q (10476.711307 sec): 3 clusters Score: Raw -1059497.085765 + Penalty 1769.861530 = -1057727.224236 nChanged 12 SP:Iteration 36Q (10476.764696 sec): 3 clusters Score: Raw -1059498.922240 + Penalty 1769.861530 = -1057729.060710 nChanged 18 SP:Iteration 37Q (10476.831267 sec): 3 clusters Score: Raw -1059501.642332 + Penalty 1769.861530 = -1057731.780803 nChanged 12 SP:Iteration 38Q (10476.890864 sec): 3 clusters Score: Raw -1059503.206903 + Penalty 1769.861530 = -1057733.345373 nChanged 10 SP:Iteration 39Q (10476.949363 sec): 3 clusters Score: Raw -1059504.132726 + Penalty 1769.861530 = -1057734.271196 nChanged 5 SP:Iteration 40F (10477.002588 sec): 3 clusters Score: Raw -1059504.553690 + Penalty 1769.861530 = -1057734.692160 nChanged 7 SP:Iteration 41Q (10477.067876 sec): 3 clusters Score: Raw -1059505.083495 + Penalty 1769.861530 = -1057735.221965 nChanged 5 SP:Iteration 42Q (10477.126371 sec): 3 clusters Score: Raw -1059505.543891 + Penalty 1769.861530 = -1057735.682361 nChanged 4 SP:Iteration 43Q (10477.184236 sec): 3 clusters Score: Raw -1059505.862321 + Penalty 1769.861530 = -1057736.000791 nChanged 4 SP:Iteration 44Q (10477.241851 sec): 3 clusters Score: Raw -1059506.062288 + Penalty 1769.861530 = -1057736.200758 nChanged 0 SP:Iteration 45F (10477.310431 sec): 3 clusters Score: Raw -1059506.062288 + Penalty 1769.861530 = -1057736.200758 nChanged 0 Trying to split cluster 9 (12275 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10477.347260 sec): 2 clusters Score: Raw -1114419.356503 + Penalty 894.455396 = -1113524.901107 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10477.409415 sec): 3 clusters Score: Raw -1107010.996582 + Penalty 1788.910791 = -1105222.085791 nChanged 5524 SP:Iteration 1F (10477.469594 sec): 3 clusters Score: Raw -1110275.500709 + Penalty 1788.910791 = -1108486.589918 nChanged 825 SP:Iteration 2F (10477.533013 sec): 3 clusters Score: Raw -1110756.996046 + Penalty 1788.910791 = -1108968.085255 nChanged 891 SP:Iteration 3F (10477.586800 sec): 3 clusters Score: Raw -1111333.801861 + Penalty 1788.910791 = -1109544.891070 nChanged 929 SP:Iteration 4F (10477.645410 sec): 3 clusters Score: Raw -1112066.902212 + Penalty 1788.910791 = -1110277.991421 nChanged 877 SP:Iteration 5F (10477.699316 sec): 3 clusters Score: Raw -1112818.860313 + Penalty 1788.910791 = -1111029.949522 nChanged 801 SP:Iteration 6F (10477.772994 sec): 3 clusters Score: Raw -1113551.544637 + Penalty 1788.910791 = -1111762.633846 nChanged 597 SP:Iteration 7Q (10477.826627 sec): 3 clusters Score: Raw -1114116.684889 + Penalty 1788.910791 = -1112327.774098 nChanged 413 SP:Iteration 8Q (10477.880459 sec): 3 clusters Score: Raw -1114504.935816 + Penalty 1788.910791 = -1112716.025025 nChanged 217 SP:Iteration 9Q (10477.945725 sec): 3 clusters Score: Raw -1114708.993666 + Penalty 1788.910791 = -1112920.082875 nChanged 118 SP:Iteration 10Q (10478.008751 sec): 3 clusters Score: Raw -1114795.658206 + Penalty 1788.910791 = -1113006.747415 nChanged 73 SP:Iteration 11Q (10478.080799 sec): 3 clusters Score: Raw -1114852.937848 + Penalty 1788.910791 = -1113064.027057 nChanged 45 SP:Iteration 12Q (10478.131128 sec): 3 clusters Score: Raw -1114879.491351 + Penalty 1788.910791 = -1113090.580560 nChanged 31 SP:Iteration 13Q (10478.189075 sec): 3 clusters Score: Raw -1114898.495143 + Penalty 1788.910791 = -1113109.584352 nChanged 20 SP:Iteration 14Q (10478.241137 sec): 3 clusters Score: Raw -1114906.104491 + Penalty 1788.910791 = -1113117.193700 nChanged 10 SP:Iteration 15Q (10478.296999 sec): 3 clusters Score: Raw -1114910.352768 + Penalty 1788.910791 = -1113121.441977 nChanged 12 SP:Iteration 16Q (10478.364980 sec): 3 clusters Score: Raw -1114916.478059 + Penalty 1788.910791 = -1113127.567268 nChanged 11 SP:Iteration 17Q (10478.426649 sec): 3 clusters Score: Raw -1114920.793586 + Penalty 1788.910791 = -1113131.882795 nChanged 8 SP:Iteration 18Q (10478.487290 sec): 3 clusters Score: Raw -1114924.409157 + Penalty 1788.910791 = -1113135.498366 nChanged 7 SP:Iteration 19Q (10478.547365 sec): 3 clusters Score: Raw -1114927.463027 + Penalty 1788.910791 = -1113138.552236 nChanged 4 SP:Iteration 20F (10478.598506 sec): 3 clusters Score: Raw -1114928.532334 + Penalty 1788.910791 = -1113139.621543 nChanged 2 SP:Iteration 21Q (10478.661399 sec): 3 clusters Score: Raw -1114929.054631 + Penalty 1788.910791 = -1113140.143840 nChanged 1 SP:Iteration 22Q (10478.726005 sec): 3 clusters Score: Raw -1114929.367508 + Penalty 1788.910791 = -1113140.456717 nChanged 2 SP:Iteration 23Q (10478.780310 sec): 3 clusters Score: Raw -1114930.082129 + Penalty 1788.910791 = -1113141.171338 nChanged 3 SP:Iteration 24Q (10478.841312 sec): 3 clusters Score: Raw -1114930.781969 + Penalty 1788.910791 = -1113141.871178 nChanged 2 SP:Iteration 25Q (10478.910069 sec): 3 clusters Score: Raw -1114931.591697 + Penalty 1788.910791 = -1113142.680906 nChanged 2 SP:Iteration 26Q (10478.966438 sec): 3 clusters Score: Raw -1114932.113876 + Penalty 1788.910791 = -1113143.203085 nChanged 2 SP:Iteration 27Q (10479.022131 sec): 3 clusters Score: Raw -1114933.100591 + Penalty 1788.910791 = -1113144.189800 nChanged 2 SP:Iteration 28Q (10479.071881 sec): 3 clusters Score: Raw -1114933.577100 + Penalty 1788.910791 = -1113144.666309 nChanged 3 SP:Iteration 29Q (10479.133508 sec): 3 clusters Score: Raw -1114935.236294 + Penalty 1788.910791 = -1113146.325503 nChanged 6 SP:Iteration 30Q (10479.189625 sec): 3 clusters Score: Raw -1114938.730522 + Penalty 1788.910791 = -1113149.819731 nChanged 12 SP:Iteration 31Q (10479.245099 sec): 3 clusters Score: Raw -1114943.399893 + Penalty 1788.910791 = -1113154.489102 nChanged 7 SP:Iteration 32Q (10479.302009 sec): 3 clusters Score: Raw -1114946.903993 + Penalty 1788.910791 = -1113157.993202 nChanged 8 SP:Iteration 33Q (10479.345013 sec): 3 clusters Score: Raw -1114950.334964 + Penalty 1788.910791 = -1113161.424173 nChanged 9 SP:Iteration 34Q (10479.408223 sec): 3 clusters Score: Raw -1114955.610226 + Penalty 1788.910791 = -1113166.699435 nChanged 10 SP:Iteration 35Q (10479.462435 sec): 3 clusters Score: Raw -1114960.909305 + Penalty 1788.910791 = -1113171.998514 nChanged 9 SP:Iteration 36Q (10479.529550 sec): 3 clusters Score: Raw -1114965.319136 + Penalty 1788.910791 = -1113176.408345 nChanged 6 SP:Iteration 37Q (10479.592395 sec): 3 clusters Score: Raw -1114966.974463 + Penalty 1788.910791 = -1113178.063672 nChanged 2 SP:Iteration 38Q (10479.652784 sec): 3 clusters Score: Raw -1114967.313136 + Penalty 1788.910791 = -1113178.402345 nChanged 0 SP:Iteration 39F (10479.705996 sec): 3 clusters Score: Raw -1114967.313136 + Penalty 1788.910791 = -1113178.402345 nChanged 0 Trying to split cluster 10 (23934 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10479.766959 sec): 2 clusters Score: Raw -2282848.108149 + Penalty 957.890256 = -2281890.217893 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10479.837062 sec): 3 clusters Score: Raw -2267947.699587 + Penalty 1915.780511 = -2266031.919076 nChanged 11130 SP:Iteration 1F (10479.916160 sec): 3 clusters Score: Raw -2274454.823665 + Penalty 1915.780511 = -2272539.043154 nChanged 1254 SP:Iteration 2F (10479.998646 sec): 3 clusters Score: Raw -2275041.252208 + Penalty 1915.780511 = -2273125.471697 nChanged 1373 SP:Iteration 3F (10480.077996 sec): 3 clusters Score: Raw -2275831.761822 + Penalty 1915.780511 = -2273915.981311 nChanged 1531 SP:Iteration 4F (10480.150089 sec): 3 clusters Score: Raw -2276929.705775 + Penalty 1915.780511 = -2275013.925264 nChanged 1656 SP:Iteration 5F (10480.227720 sec): 3 clusters Score: Raw -2278280.903044 + Penalty 1915.780511 = -2276365.122533 nChanged 1598 SP:Iteration 6F (10480.318949 sec): 3 clusters Score: Raw -2279597.790601 + Penalty 1915.780511 = -2277682.010090 nChanged 1348 SP:Iteration 7F (10480.394249 sec): 3 clusters Score: Raw -2280458.007937 + Penalty 1915.780511 = -2278542.227426 nChanged 906 SP:Iteration 8Q (10480.477912 sec): 3 clusters Score: Raw -2280802.300532 + Penalty 1915.780511 = -2278886.520021 nChanged 534 SP:Iteration 9Q (10480.546507 sec): 3 clusters Score: Raw -2280955.619667 + Penalty 1915.780511 = -2279039.839156 nChanged 362 SP:Iteration 10Q (10480.632837 sec): 3 clusters Score: Raw -2281050.577255 + Penalty 1915.780511 = -2279134.796744 nChanged 292 SP:Iteration 11Q (10480.710361 sec): 3 clusters Score: Raw -2281117.140684 + Penalty 1915.780511 = -2279201.360173 nChanged 254 SP:Iteration 12Q (10480.744011 sec): 3 clusters Score: Raw -2281163.433969 + Penalty 1915.780511 = -2279247.653458 nChanged 203 SP:Iteration 13Q (10480.786217 sec): 3 clusters Score: Raw -2281195.936028 + Penalty 1915.780511 = -2279280.155517 nChanged 166 SP:Iteration 14Q (10480.827895 sec): 3 clusters Score: Raw -2281218.373606 + Penalty 1915.780511 = -2279302.593095 nChanged 142 SP:Iteration 15Q (10480.868486 sec): 3 clusters Score: Raw -2281234.733144 + Penalty 1915.780511 = -2279318.952633 nChanged 135 SP:Iteration 16Q (10480.957543 sec): 3 clusters Score: Raw -2281252.237756 + Penalty 1915.780511 = -2279336.457245 nChanged 128 SP:Iteration 17Q (10481.029990 sec): 3 clusters Score: Raw -2281267.322795 + Penalty 1915.780511 = -2279351.542284 nChanged 111 SP:Iteration 18Q (10481.107161 sec): 3 clusters Score: Raw -2281278.331607 + Penalty 1915.780511 = -2279362.551096 nChanged 87 SP:Iteration 19Q (10481.185533 sec): 3 clusters Score: Raw -2281287.989564 + Penalty 1915.780511 = -2279372.209053 nChanged 87 SP:Iteration 20F (10481.262915 sec): 3 clusters Score: Raw -2281296.183316 + Penalty 1915.780511 = -2279380.402805 nChanged 75 SP:Iteration 21Q (10481.325109 sec): 3 clusters Score: Raw -2281302.528908 + Penalty 1915.780511 = -2279386.748397 nChanged 66 SP:Iteration 22Q (10481.401802 sec): 3 clusters Score: Raw -2281307.029537 + Penalty 1915.780511 = -2279391.249026 nChanged 64 SP:Iteration 23Q (10481.489792 sec): 3 clusters Score: Raw -2281311.327445 + Penalty 1915.780511 = -2279395.546934 nChanged 61 SP:Iteration 24Q (10481.562314 sec): 3 clusters Score: Raw -2281315.978800 + Penalty 1915.780511 = -2279400.198289 nChanged 50 SP:Iteration 25Q (10481.648000 sec): 3 clusters Score: Raw -2281319.757319 + Penalty 1915.780511 = -2279403.976808 nChanged 51 SP:Iteration 26Q (10481.720939 sec): 3 clusters Score: Raw -2281323.527794 + Penalty 1915.780511 = -2279407.747283 nChanged 60 SP:Iteration 27Q (10481.807605 sec): 3 clusters Score: Raw -2281328.179525 + Penalty 1915.780511 = -2279412.399014 nChanged 57 SP:Iteration 28Q (10481.886819 sec): 3 clusters Score: Raw -2281331.830031 + Penalty 1915.780511 = -2279416.049520 nChanged 51 SP:Iteration 29Q (10481.954209 sec): 3 clusters Score: Raw -2281334.958710 + Penalty 1915.780511 = -2279419.178199 nChanged 44 SP:Iteration 30Q (10482.039204 sec): 3 clusters Score: Raw -2281337.706608 + Penalty 1915.780511 = -2279421.926097 nChanged 44 SP:Iteration 31Q (10482.100652 sec): 3 clusters Score: Raw -2281340.479879 + Penalty 1915.780511 = -2279424.699368 nChanged 52 SP:Iteration 32Q (10482.174532 sec): 3 clusters Score: Raw -2281343.812273 + Penalty 1915.780511 = -2279428.031762 nChanged 52 SP:Iteration 33Q (10482.260771 sec): 3 clusters Score: Raw -2281347.300207 + Penalty 1915.780511 = -2279431.519696 nChanged 65 SP:Iteration 34Q (10482.339567 sec): 3 clusters Score: Raw -2281351.692948 + Penalty 1915.780511 = -2279435.912437 nChanged 51 SP:Iteration 35Q (10482.381605 sec): 3 clusters Score: Raw -2281355.283355 + Penalty 1915.780511 = -2279439.502844 nChanged 39 SP:Iteration 36Q (10482.423672 sec): 3 clusters Score: Raw -2281357.313564 + Penalty 1915.780511 = -2279441.533053 nChanged 36 SP:Iteration 37Q (10482.470942 sec): 3 clusters Score: Raw -2281359.662843 + Penalty 1915.780511 = -2279443.882332 nChanged 41 SP:Iteration 38Q (10482.512905 sec): 3 clusters Score: Raw -2281361.649066 + Penalty 1915.780511 = -2279445.868555 nChanged 41 SP:Iteration 39Q (10482.596708 sec): 3 clusters Score: Raw -2281363.834392 + Penalty 1915.780511 = -2279448.053881 nChanged 42 SP:Iteration 40F (10482.667630 sec): 3 clusters Score: Raw -2281366.580882 + Penalty 1915.780511 = -2279450.800371 nChanged 50 SP:Iteration 41Q (10482.736043 sec): 3 clusters Score: Raw -2281370.280130 + Penalty 1915.780511 = -2279454.499619 nChanged 51 SP:Iteration 42Q (10482.814502 sec): 3 clusters Score: Raw -2281373.205758 + Penalty 1915.780511 = -2279457.425247 nChanged 48 SP:Iteration 43Q (10482.897716 sec): 3 clusters Score: Raw -2281376.109118 + Penalty 1915.780511 = -2279460.328607 nChanged 45 SP:Iteration 44Q (10482.968433 sec): 3 clusters Score: Raw -2281379.562039 + Penalty 1915.780511 = -2279463.781528 nChanged 36 SP:Iteration 45Q (10483.039858 sec): 3 clusters Score: Raw -2281381.201974 + Penalty 1915.780511 = -2279465.421463 nChanged 31 SP:Iteration 46Q (10483.119084 sec): 3 clusters Score: Raw -2281382.595969 + Penalty 1915.780511 = -2279466.815458 nChanged 27 SP:Iteration 47Q (10483.192994 sec): 3 clusters Score: Raw -2281384.009399 + Penalty 1915.780511 = -2279468.228888 nChanged 30 SP:Iteration 48Q (10483.269355 sec): 3 clusters Score: Raw -2281385.479655 + Penalty 1915.780511 = -2279469.699144 nChanged 24 SP:Iteration 49Q (10483.347561 sec): 3 clusters Score: Raw -2281386.343383 + Penalty 1915.780511 = -2279470.562872 nChanged 12 SP:Iteration 50Q (10483.435882 sec): 3 clusters Score: Raw -2281386.827964 + Penalty 1915.780511 = -2279471.047453 nChanged 14 SP:Iteration 51Q (10483.514057 sec): 3 clusters Score: Raw -2281387.322553 + Penalty 1915.780511 = -2279471.542042 nChanged 19 SP:Iteration 52Q (10483.590030 sec): 3 clusters Score: Raw -2281388.171095 + Penalty 1915.780511 = -2279472.390584 nChanged 24 SP:Iteration 53Q (10483.674300 sec): 3 clusters Score: Raw -2281389.548900 + Penalty 1915.780511 = -2279473.768389 nChanged 35 SP:Iteration 54Q (10483.733212 sec): 3 clusters Score: Raw -2281391.530150 + Penalty 1915.780511 = -2279475.749639 nChanged 44 SP:Iteration 55Q (10483.816703 sec): 3 clusters Score: Raw -2281394.218571 + Penalty 1915.780511 = -2279478.438060 nChanged 52 SP:Iteration 56Q (10483.885890 sec): 3 clusters Score: Raw -2281397.719427 + Penalty 1915.780511 = -2279481.938916 nChanged 58 SP:Iteration 57Q (10483.963021 sec): 3 clusters Score: Raw -2281401.750005 + Penalty 1915.780511 = -2279485.969494 nChanged 60 SP:Iteration 58Q (10484.029531 sec): 3 clusters Score: Raw -2281406.348194 + Penalty 1915.780511 = -2279490.567683 nChanged 70 SP:Iteration 59Q (10484.098207 sec): 3 clusters Score: Raw -2281411.115953 + Penalty 1915.780511 = -2279495.335442 nChanged 62 SP:Iteration 60F (10484.175337 sec): 3 clusters Score: Raw -2281415.258616 + Penalty 1915.780511 = -2279499.478105 nChanged 52 SP:Iteration 61Q (10484.253271 sec): 3 clusters Score: Raw -2281418.600200 + Penalty 1915.780511 = -2279502.819689 nChanged 68 SP:Iteration 62Q (10484.320980 sec): 3 clusters Score: Raw -2281423.778820 + Penalty 1915.780511 = -2279507.998309 nChanged 81 SP:Iteration 63Q (10484.399430 sec): 3 clusters Score: Raw -2281431.303828 + Penalty 1915.780511 = -2279515.523317 nChanged 96 SP:Iteration 64Q (10484.476462 sec): 3 clusters Score: Raw -2281440.487307 + Penalty 1915.780511 = -2279524.706796 nChanged 106 SP:Iteration 65Q (10484.552085 sec): 3 clusters Score: Raw -2281453.006113 + Penalty 1915.780511 = -2279537.225602 nChanged 120 SP:Iteration 66Q (10484.628071 sec): 3 clusters Score: Raw -2281468.979270 + Penalty 1915.780511 = -2279553.198759 nChanged 127 SP:Iteration 67Q (10484.704909 sec): 3 clusters Score: Raw -2281486.883727 + Penalty 1915.780511 = -2279571.103216 nChanged 145 SP:Iteration 68Q (10484.776744 sec): 3 clusters Score: Raw -2281508.139888 + Penalty 1915.780511 = -2279592.359377 nChanged 152 SP:Iteration 69Q (10484.854084 sec): 3 clusters Score: Raw -2281535.758827 + Penalty 1915.780511 = -2279619.978316 nChanged 189 SP:Iteration 70Q (10484.930858 sec): 3 clusters Score: Raw -2281570.646641 + Penalty 1915.780511 = -2279654.866130 nChanged 206 SP:Iteration 71Q (10485.010025 sec): 3 clusters Score: Raw -2281616.032893 + Penalty 1915.780511 = -2279700.252382 nChanged 249 SP:Iteration 72Q (10485.088198 sec): 3 clusters Score: Raw -2281680.703731 + Penalty 1915.780511 = -2279764.923220 nChanged 286 SP:Iteration 73Q (10485.168600 sec): 3 clusters Score: Raw -2281764.285187 + Penalty 1915.780511 = -2279848.504676 nChanged 339 SP:Iteration 74Q (10485.244413 sec): 3 clusters Score: Raw -2281886.792609 + Penalty 1915.780511 = -2279971.012098 nChanged 416 SP:Iteration 75Q (10485.328672 sec): 3 clusters Score: Raw -2282099.427264 + Penalty 1915.780511 = -2280183.646753 nChanged 481 SP:Iteration 76Q (10485.396741 sec): 3 clusters Score: Raw -2282376.282286 + Penalty 1915.780511 = -2280460.501775 nChanged 543 SP:Iteration 77Q (10485.476774 sec): 3 clusters Score: Raw -2282712.567121 + Penalty 1915.780511 = -2280796.786610 nChanged 576 SP:Iteration 78Q (10485.566736 sec): 3 clusters Score: Raw -2283135.997556 + Penalty 1915.780511 = -2281220.217045 nChanged 583 SP:Iteration 79Q (10485.634146 sec): 3 clusters Score: Raw -2283600.623611 + Penalty 1915.780511 = -2281684.843100 nChanged 526 SP:Iteration 80F (10485.714224 sec): 3 clusters Score: Raw -2283997.300529 + Penalty 1915.780511 = -2282081.520018 nChanged 439 SP:Iteration 81Q (10485.803053 sec): 3 clusters Score: Raw -2284247.707199 + Penalty 1915.780511 = -2282331.926688 nChanged 333 SP:Iteration 82Q (10485.868697 sec): 3 clusters Score: Raw -2284379.324453 + Penalty 1915.780511 = -2282463.543942 nChanged 272 SP:Iteration 83Q (10485.940878 sec): 3 clusters Score: Raw -2284452.820580 + Penalty 1915.780511 = -2282537.040069 nChanged 182 SP:Iteration 84Q (10486.024407 sec): 3 clusters Score: Raw -2284493.764671 + Penalty 1915.780511 = -2282577.984160 nChanged 156 SP:Iteration 85Q (10486.095278 sec): 3 clusters Score: Raw -2284522.404999 + Penalty 1915.780511 = -2282606.624488 nChanged 112 SP:Iteration 86Q (10486.179229 sec): 3 clusters Score: Raw -2284539.859702 + Penalty 1915.780511 = -2282624.079191 nChanged 95 SP:Iteration 87Q (10486.254282 sec): 3 clusters Score: Raw -2284557.215742 + Penalty 1915.780511 = -2282641.435231 nChanged 97 SP:Iteration 88Q (10486.330404 sec): 3 clusters Score: Raw -2284573.559813 + Penalty 1915.780511 = -2282657.779302 nChanged 85 SP:Iteration 89Q (10486.406594 sec): 3 clusters Score: Raw -2284585.937696 + Penalty 1915.780511 = -2282670.157185 nChanged 83 SP:Iteration 90Q (10486.484356 sec): 3 clusters Score: Raw -2284598.538028 + Penalty 1915.780511 = -2282682.757517 nChanged 78 SP:Iteration 91Q (10486.553774 sec): 3 clusters Score: Raw -2284609.115797 + Penalty 1915.780511 = -2282693.335286 nChanged 73 SP:Iteration 92Q (10486.628510 sec): 3 clusters Score: Raw -2284617.136600 + Penalty 1915.780511 = -2282701.356089 nChanged 60 SP:Iteration 93Q (10486.700525 sec): 3 clusters Score: Raw -2284623.572921 + Penalty 1915.780511 = -2282707.792410 nChanged 69 SP:Iteration 94Q (10486.766824 sec): 3 clusters Score: Raw -2284632.435531 + Penalty 1915.780511 = -2282716.655020 nChanged 66 SP:Iteration 95Q (10486.842396 sec): 3 clusters Score: Raw -2284640.826540 + Penalty 1915.780511 = -2282725.046029 nChanged 59 SP:Iteration 96Q (10486.914566 sec): 3 clusters Score: Raw -2284648.202101 + Penalty 1915.780511 = -2282732.421590 nChanged 63 SP:Iteration 97Q (10486.990728 sec): 3 clusters Score: Raw -2284655.983549 + Penalty 1915.780511 = -2282740.203038 nChanged 49 SP:Iteration 98Q (10487.066993 sec): 3 clusters Score: Raw -2284662.197123 + Penalty 1915.780511 = -2282746.416612 nChanged 41 SP:Iteration 99Q (10487.149716 sec): 3 clusters Score: Raw -2284666.378212 + Penalty 1915.780511 = -2282750.597701 nChanged 50 SP:Iteration 100F (10487.222350 sec): 3 clusters Score: Raw -2284671.925949 + Penalty 1915.780511 = -2282756.145438 nChanged 50 SP:Iteration 101Q (10487.303191 sec): 3 clusters Score: Raw -2284676.545467 + Penalty 1915.780511 = -2282760.764956 nChanged 46 SP:Iteration 102Q (10487.378810 sec): 3 clusters Score: Raw -2284680.761393 + Penalty 1915.780511 = -2282764.980882 nChanged 41 SP:Iteration 103Q (10487.454429 sec): 3 clusters Score: Raw -2284685.237395 + Penalty 1915.780511 = -2282769.456884 nChanged 51 SP:Iteration 104Q (10487.528830 sec): 3 clusters Score: Raw -2284691.249345 + Penalty 1915.780511 = -2282775.468834 nChanged 56 SP:Iteration 105Q (10487.561248 sec): 3 clusters Score: Raw -2284697.897913 + Penalty 1915.780511 = -2282782.117402 nChanged 68 SP:Iteration 106Q (10487.648184 sec): 3 clusters Score: Raw -2284706.571974 + Penalty 1915.780511 = -2282790.791463 nChanged 69 SP:Iteration 107Q (10487.717869 sec): 3 clusters Score: Raw -2284714.543045 + Penalty 1915.780511 = -2282798.762534 nChanged 57 SP:Iteration 108Q (10487.801328 sec): 3 clusters Score: Raw -2284720.753783 + Penalty 1915.780511 = -2282804.973272 nChanged 55 SP:Iteration 109Q (10487.865328 sec): 3 clusters Score: Raw -2284727.888891 + Penalty 1915.780511 = -2282812.108380 nChanged 65 SP:Iteration 110Q (10487.944037 sec): 3 clusters Score: Raw -2284737.636158 + Penalty 1915.780511 = -2282821.855647 nChanged 71 SP:Iteration 111Q (10488.025448 sec): 3 clusters Score: Raw -2284747.296190 + Penalty 1915.780511 = -2282831.515679 nChanged 54 SP:Iteration 112Q (10488.098029 sec): 3 clusters Score: Raw -2284753.351650 + Penalty 1915.780511 = -2282837.571139 nChanged 60 SP:Iteration 113Q (10488.175043 sec): 3 clusters Score: Raw -2284760.859490 + Penalty 1915.780511 = -2282845.078979 nChanged 45 SP:Iteration 114Q (10488.250767 sec): 3 clusters Score: Raw -2284765.661379 + Penalty 1915.780511 = -2282849.880868 nChanged 40 SP:Iteration 115Q (10488.326824 sec): 3 clusters Score: Raw -2284769.617271 + Penalty 1915.780511 = -2282853.836760 nChanged 42 SP:Iteration 116Q (10488.404228 sec): 3 clusters Score: Raw -2284773.788805 + Penalty 1915.780511 = -2282858.008294 nChanged 49 SP:Iteration 117Q (10488.480449 sec): 3 clusters Score: Raw -2284779.685370 + Penalty 1915.780511 = -2282863.904859 nChanged 55 SP:Iteration 118Q (10488.556995 sec): 3 clusters Score: Raw -2284786.891687 + Penalty 1915.780511 = -2282871.111176 nChanged 63 SP:Iteration 119Q (10488.634040 sec): 3 clusters Score: Raw -2284794.435640 + Penalty 1915.780511 = -2282878.655129 nChanged 64 SP:Iteration 120F (10488.712050 sec): 3 clusters Score: Raw -2284805.070410 + Penalty 1915.780511 = -2282889.289899 nChanged 80 SP:Iteration 121Q (10488.789146 sec): 3 clusters Score: Raw -2284817.641699 + Penalty 1915.780511 = -2282901.861188 nChanged 67 SP:Iteration 122Q (10488.866050 sec): 3 clusters Score: Raw -2284827.121582 + Penalty 1915.780511 = -2282911.341071 nChanged 70 SP:Iteration 123Q (10488.942648 sec): 3 clusters Score: Raw -2284836.335064 + Penalty 1915.780511 = -2282920.554553 nChanged 54 SP:Iteration 124Q (10489.019038 sec): 3 clusters Score: Raw -2284841.792887 + Penalty 1915.780511 = -2282926.012376 nChanged 41 SP:Iteration 125Q (10489.095477 sec): 3 clusters Score: Raw -2284844.951429 + Penalty 1915.780511 = -2282929.170918 nChanged 27 SP:Iteration 126Q (10489.170552 sec): 3 clusters Score: Raw -2284846.967095 + Penalty 1915.780511 = -2282931.186584 nChanged 23 SP:Iteration 127Q (10489.241893 sec): 3 clusters Score: Raw -2284848.881449 + Penalty 1915.780511 = -2282933.100938 nChanged 31 SP:Iteration 128Q (10489.318955 sec): 3 clusters Score: Raw -2284851.305681 + Penalty 1915.780511 = -2282935.525169 nChanged 22 SP:Iteration 129Q (10489.395697 sec): 3 clusters Score: Raw -2284852.737723 + Penalty 1915.780511 = -2282936.957212 nChanged 24 SP:Iteration 130Q (10489.470046 sec): 3 clusters Score: Raw -2284854.928049 + Penalty 1915.780511 = -2282939.147538 nChanged 24 SP:Iteration 131Q (10489.545388 sec): 3 clusters Score: Raw -2284856.526508 + Penalty 1915.780511 = -2282940.745997 nChanged 15 SP:Iteration 132Q (10489.619335 sec): 3 clusters Score: Raw -2284857.278543 + Penalty 1915.780511 = -2282941.498032 nChanged 13 SP:Iteration 133Q (10489.691760 sec): 3 clusters Score: Raw -2284858.275925 + Penalty 1915.780511 = -2282942.495414 nChanged 14 SP:Iteration 134Q (10489.758649 sec): 3 clusters Score: Raw -2284859.641749 + Penalty 1915.780511 = -2282943.861238 nChanged 17 SP:Iteration 135Q (10489.840518 sec): 3 clusters Score: Raw -2284861.707136 + Penalty 1915.780511 = -2282945.926625 nChanged 15 SP:Iteration 136Q (10489.916509 sec): 3 clusters Score: Raw -2284863.425473 + Penalty 1915.780511 = -2282947.644962 nChanged 14 SP:Iteration 137Q (10489.992948 sec): 3 clusters Score: Raw -2284864.716669 + Penalty 1915.780511 = -2282948.936158 nChanged 12 SP:Iteration 138Q (10490.057248 sec): 3 clusters Score: Raw -2284865.953161 + Penalty 1915.780511 = -2282950.172650 nChanged 13 SP:Iteration 139Q (10490.119177 sec): 3 clusters Score: Raw -2284866.871854 + Penalty 1915.780511 = -2282951.091343 nChanged 11 SP:Iteration 140F (10490.185790 sec): 3 clusters Score: Raw -2284867.782616 + Penalty 1915.780511 = -2282952.002105 nChanged 17 SP:Iteration 141Q (10490.259949 sec): 3 clusters Score: Raw -2284868.937966 + Penalty 1915.780511 = -2282953.157455 nChanged 11 SP:Iteration 142Q (10490.326741 sec): 3 clusters Score: Raw -2284869.892642 + Penalty 1915.780511 = -2282954.112131 nChanged 13 SP:Iteration 143Q (10490.399836 sec): 3 clusters Score: Raw -2284870.801824 + Penalty 1915.780511 = -2282955.021313 nChanged 10 SP:Iteration 144Q (10490.467026 sec): 3 clusters Score: Raw -2284871.512534 + Penalty 1915.780511 = -2282955.732023 nChanged 10 SP:Iteration 145Q (10490.504099 sec): 3 clusters Score: Raw -2284872.012031 + Penalty 1915.780511 = -2282956.231520 nChanged 7 SP:Iteration 146Q (10490.583038 sec): 3 clusters Score: Raw -2284872.262598 + Penalty 1915.780511 = -2282956.482087 nChanged 3 SP:Iteration 147Q (10490.654675 sec): 3 clusters Score: Raw -2284872.335549 + Penalty 1915.780511 = -2282956.555038 nChanged 1 SP:Iteration 148Q (10490.733265 sec): 3 clusters Score: Raw -2284872.371936 + Penalty 1915.780511 = -2282956.591425 nChanged 2 SP:Iteration 149Q (10490.809759 sec): 3 clusters Score: Raw -2284872.448252 + Penalty 1915.780511 = -2282956.667741 nChanged 5 SP:Iteration 150Q (10490.887737 sec): 3 clusters Score: Raw -2284872.653315 + Penalty 1915.780511 = -2282956.872804 nChanged 4 SP:Iteration 151Q (10490.960745 sec): 3 clusters Score: Raw -2284872.814081 + Penalty 1915.780511 = -2282957.033570 nChanged 4 SP:Iteration 152Q (10491.044614 sec): 3 clusters Score: Raw -2284872.938029 + Penalty 1915.780511 = -2282957.157518 nChanged 1 SP:Iteration 153Q (10491.121985 sec): 3 clusters Score: Raw -2284872.951009 + Penalty 1915.780511 = -2282957.170498 nChanged 1 SP:Iteration 154Q (10491.189710 sec): 3 clusters Score: Raw -2284873.074427 + Penalty 1915.780511 = -2282957.293916 nChanged 3 SP:Iteration 155Q (10491.254304 sec): 3 clusters Score: Raw -2284873.194084 + Penalty 1915.780511 = -2282957.413573 nChanged 3 SP:Iteration 156Q (10491.329534 sec): 3 clusters Score: Raw -2284873.286101 + Penalty 1915.780511 = -2282957.505590 nChanged 3 SP:Iteration 157Q (10491.407535 sec): 3 clusters Score: Raw -2284873.679417 + Penalty 1915.780511 = -2282957.898906 nChanged 2 SP:Iteration 158Q (10491.473463 sec): 3 clusters Score: Raw -2284873.728837 + Penalty 1915.780511 = -2282957.948326 nChanged 0 SP:Iteration 159F (10491.544352 sec): 3 clusters Score: Raw -2284873.728837 + Penalty 1915.780511 = -2282957.948326 nChanged 0 Score: Raw -89476876.497918 + Penalty 36698.597814 = -89440177.900103 Splitting cluster 10 changes total score from -89435423.734156 to -89440177.900103 So it's getting split into cluster 28. Trying to split cluster 11 (20743 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10504.789555 sec): 2 clusters Score: Raw -1923664.160539 + Penalty 944.296591 = -1922719.863948 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10504.865412 sec): 3 clusters Score: Raw -1910687.133370 + Penalty 1888.593183 = -1908798.540187 nChanged 9651 SP:Iteration 1F (10504.934694 sec): 3 clusters Score: Raw -1916123.251262 + Penalty 1888.593183 = -1914234.658080 nChanged 983 SP:Iteration 2Q (10504.994510 sec): 3 clusters Score: Raw -1916472.652662 + Penalty 1888.593183 = -1914584.059480 nChanged 961 SP:Iteration 3Q (10505.057008 sec): 3 clusters Score: Raw -1916878.197457 + Penalty 1888.593183 = -1914989.604274 nChanged 1041 SP:Iteration 4F (10505.131775 sec): 3 clusters Score: Raw -1917354.665734 + Penalty 1888.593183 = -1915466.072551 nChanged 1139 SP:Iteration 5F (10505.212541 sec): 3 clusters Score: Raw -1917976.624149 + Penalty 1888.593183 = -1916088.030966 nChanged 1242 SP:Iteration 6F (10505.273217 sec): 3 clusters Score: Raw -1918766.116623 + Penalty 1888.593183 = -1916877.523440 nChanged 1292 SP:Iteration 7F (10505.335847 sec): 3 clusters Score: Raw -1919691.852288 + Penalty 1888.593183 = -1917803.259105 nChanged 1255 SP:Iteration 8F (10505.405261 sec): 3 clusters Score: Raw -1920634.956032 + Penalty 1888.593183 = -1918746.362849 nChanged 1044 SP:Iteration 9F (10505.478737 sec): 3 clusters Score: Raw -1921428.148562 + Penalty 1888.593183 = -1919539.555379 nChanged 822 SP:Iteration 10Q (10505.537137 sec): 3 clusters Score: Raw -1922097.265955 + Penalty 1888.593183 = -1920208.672772 nChanged 687 SP:Iteration 11Q (10505.614637 sec): 3 clusters Score: Raw -1922728.874174 + Penalty 1888.593183 = -1920840.280991 nChanged 493 SP:Iteration 12Q (10505.683367 sec): 3 clusters Score: Raw -1923183.539069 + Penalty 1888.593183 = -1921294.945886 nChanged 313 SP:Iteration 13Q (10505.760684 sec): 3 clusters Score: Raw -1923562.597931 + Penalty 1888.593183 = -1921674.004748 nChanged 235 SP:Iteration 14Q (10505.837003 sec): 3 clusters Score: Raw -1924139.777636 + Penalty 1888.593183 = -1922251.184453 nChanged 180 SP:Iteration 15Q (10505.907168 sec): 3 clusters Score: Raw -1924602.700056 + Penalty 1888.593183 = -1922714.106873 nChanged 200 SP:Iteration 16Q (10505.975080 sec): 3 clusters Score: Raw -1924719.122972 + Penalty 1888.593183 = -1922830.529789 nChanged 168 SP:Iteration 17Q (10506.043793 sec): 3 clusters Score: Raw -1924814.509570 + Penalty 1888.593183 = -1922925.916388 nChanged 172 SP:Iteration 18Q (10506.112480 sec): 3 clusters Score: Raw -1924916.534153 + Penalty 1888.593183 = -1923027.940971 nChanged 210 SP:Iteration 19Q (10506.181224 sec): 3 clusters Score: Raw -1925051.603234 + Penalty 1888.593183 = -1923163.010051 nChanged 248 SP:Iteration 20F (10506.255160 sec): 3 clusters Score: Raw -1925191.568744 + Penalty 1888.593183 = -1923302.975561 nChanged 253 SP:Iteration 21Q (10506.315610 sec): 3 clusters Score: Raw -1925333.105051 + Penalty 1888.593183 = -1923444.511868 nChanged 263 SP:Iteration 22Q (10506.380025 sec): 3 clusters Score: Raw -1925487.214673 + Penalty 1888.593183 = -1923598.621490 nChanged 310 SP:Iteration 23Q (10506.458033 sec): 3 clusters Score: Raw -1925664.219982 + Penalty 1888.593183 = -1923775.626799 nChanged 344 SP:Iteration 24Q (10506.512149 sec): 3 clusters Score: Raw -1925851.903806 + Penalty 1888.593183 = -1923963.310624 nChanged 365 SP:Iteration 25Q (10506.577900 sec): 3 clusters Score: Raw -1926069.529199 + Penalty 1888.593183 = -1924180.936017 nChanged 462 SP:Iteration 26Q (10506.650856 sec): 3 clusters Score: Raw -1926362.683198 + Penalty 1888.593183 = -1924474.090015 nChanged 463 SP:Iteration 27Q (10506.711556 sec): 3 clusters Score: Raw -1926626.896449 + Penalty 1888.593183 = -1924738.303266 nChanged 431 SP:Iteration 28Q (10506.781376 sec): 3 clusters Score: Raw -1926845.994133 + Penalty 1888.593183 = -1924957.400951 nChanged 359 SP:Iteration 29Q (10506.852077 sec): 3 clusters Score: Raw -1927011.744817 + Penalty 1888.593183 = -1925123.151634 nChanged 299 SP:Iteration 30Q (10506.916200 sec): 3 clusters Score: Raw -1927156.009013 + Penalty 1888.593183 = -1925267.415831 nChanged 248 SP:Iteration 31Q (10506.980305 sec): 3 clusters Score: Raw -1927275.763024 + Penalty 1888.593183 = -1925387.169841 nChanged 193 SP:Iteration 32Q (10507.044501 sec): 3 clusters Score: Raw -1927398.713111 + Penalty 1888.593183 = -1925510.119929 nChanged 174 SP:Iteration 33Q (10507.108018 sec): 3 clusters Score: Raw -1927503.874186 + Penalty 1888.593183 = -1925615.281003 nChanged 122 SP:Iteration 34Q (10507.170524 sec): 3 clusters Score: Raw -1927564.771247 + Penalty 1888.593183 = -1925676.178064 nChanged 66 SP:Iteration 35Q (10507.235721 sec): 3 clusters Score: Raw -1927598.802544 + Penalty 1888.593183 = -1925710.209362 nChanged 52 SP:Iteration 36Q (10507.299813 sec): 3 clusters Score: Raw -1927613.016528 + Penalty 1888.593183 = -1925724.423345 nChanged 24 SP:Iteration 37Q (10507.364502 sec): 3 clusters Score: Raw -1927620.153037 + Penalty 1888.593183 = -1925731.559854 nChanged 11 SP:Iteration 38Q (10507.429298 sec): 3 clusters Score: Raw -1927625.366899 + Penalty 1888.593183 = -1925736.773716 nChanged 9 SP:Iteration 39Q (10507.495750 sec): 3 clusters Score: Raw -1927626.192628 + Penalty 1888.593183 = -1925737.599446 nChanged 2 SP:Iteration 40F (10507.558819 sec): 3 clusters Score: Raw -1928097.219955 + Penalty 1888.593183 = -1926208.626772 nChanged 546 SP:Iteration 41Q (10507.617186 sec): 3 clusters Score: Raw -1928959.018447 + Penalty 1888.593183 = -1927070.425264 nChanged 408 SP:Iteration 42Q (10507.685704 sec): 3 clusters Score: Raw -1930035.322677 + Penalty 1888.593183 = -1928146.729494 nChanged 281 SP:Iteration 43Q (10507.753172 sec): 3 clusters Score: Raw -1931080.227200 + Penalty 1888.593183 = -1929191.634017 nChanged 71 SP:Iteration 44Q (10507.825309 sec): 3 clusters Score: Raw -1931421.413352 + Penalty 1888.593183 = -1929532.820170 nChanged 31 SP:Iteration 45Q (10507.894406 sec): 3 clusters Score: Raw -1931493.511445 + Penalty 1888.593183 = -1929604.918262 nChanged 3 SP:Iteration 46Q (10507.963515 sec): 3 clusters Score: Raw -1931508.396919 + Penalty 1888.593183 = -1929619.803736 nChanged 1 SP:Iteration 47Q (10508.032605 sec): 3 clusters Score: Raw -1931508.523428 + Penalty 1888.593183 = -1929619.930245 nChanged 0 SP:Iteration 48F (10508.104875 sec): 3 clusters Score: Raw -1931606.132412 + Penalty 1888.593183 = -1929717.539229 nChanged 6 SP:Iteration 49Q (10508.174715 sec): 3 clusters Score: Raw -1931612.124429 + Penalty 1888.593183 = -1929723.531246 nChanged 2 SP:Iteration 50Q (10508.243690 sec): 3 clusters Score: Raw -1931612.347432 + Penalty 1888.593183 = -1929723.754250 nChanged 0 SP:Iteration 51F (10508.304552 sec): 3 clusters Score: Raw -1931612.347432 + Penalty 1888.593183 = -1929723.754250 nChanged 0 Score: Raw -89484824.684812 + Penalty 38009.262022 = -89446815.422790 Splitting cluster 11 changes total score from -89435423.734156 to -89446815.422790 So it's getting split into cluster 29. Trying to split cluster 12 (1372 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10522.135408 sec): 2 clusters Score: Raw -123445.368427 + Penalty 686.282357 = -122759.086070 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10522.141328 sec): 3 clusters Score: Raw -122842.266405 + Penalty 1372.564714 = -121469.701691 nChanged 478 SP:Iteration 1F (10522.146610 sec): 3 clusters Score: Raw -123119.597795 + Penalty 1372.564714 = -121747.033081 nChanged 113 SP:Iteration 2F (10522.151945 sec): 3 clusters Score: Raw -123214.956339 + Penalty 1372.564714 = -121842.391626 nChanged 76 SP:Iteration 3F (10522.157318 sec): 3 clusters Score: Raw -123278.601726 + Penalty 1372.564714 = -121906.037012 nChanged 66 SP:Iteration 4Q (10522.162646 sec): 3 clusters Score: Raw -123323.095987 + Penalty 1372.564714 = -121950.531274 nChanged 49 SP:Iteration 5Q (10522.167905 sec): 3 clusters Score: Raw -123354.811395 + Penalty 1372.564714 = -121982.246682 nChanged 36 SP:Iteration 6Q (10522.173181 sec): 3 clusters Score: Raw -123376.833136 + Penalty 1372.564714 = -122004.268423 nChanged 28 SP:Iteration 7Q (10522.178059 sec): 3 clusters Score: Raw -123395.698234 + Penalty 1372.564714 = -122023.133520 nChanged 33 SP:Iteration 8Q (10522.183447 sec): 3 clusters Score: Raw -123425.429967 + Penalty 1372.564714 = -122052.865253 nChanged 34 SP:Iteration 9Q (10522.188708 sec): 3 clusters Score: Raw -123453.013040 + Penalty 1372.564714 = -122080.448326 nChanged 33 SP:Iteration 10Q (10522.199832 sec): 3 clusters Score: Raw -123489.006759 + Penalty 1372.564714 = -122116.442046 nChanged 44 SP:Iteration 11Q (10522.217604 sec): 3 clusters Score: Raw -123535.889440 + Penalty 1372.564714 = -122163.324727 nChanged 47 SP:Iteration 12Q (10522.223214 sec): 3 clusters Score: Raw -123608.686129 + Penalty 1372.564714 = -122236.121415 nChanged 61 SP:Iteration 13Q (10522.228418 sec): 3 clusters Score: Raw -123761.746654 + Penalty 1372.564714 = -122389.181941 nChanged 61 SP:Iteration 14Q (10522.233618 sec): 3 clusters Score: Raw -123961.563805 + Penalty 1372.564714 = -122588.999092 nChanged 37 SP:Iteration 15Q (10522.238735 sec): 3 clusters Score: Raw -124005.576236 + Penalty 1372.564714 = -122633.011522 nChanged 21 SP:Iteration 16Q (10522.243805 sec): 3 clusters Score: Raw -124028.879861 + Penalty 1372.564714 = -122656.315148 nChanged 15 SP:Iteration 17Q (10522.248871 sec): 3 clusters Score: Raw -124037.723843 + Penalty 1372.564714 = -122665.159129 nChanged 8 SP:Iteration 18Q (10522.253858 sec): 3 clusters Score: Raw -124045.097554 + Penalty 1372.564714 = -122672.532840 nChanged 8 SP:Iteration 19Q (10522.258889 sec): 3 clusters Score: Raw -124054.108816 + Penalty 1372.564714 = -122681.544102 nChanged 7 SP:Iteration 20F (10522.264176 sec): 3 clusters Score: Raw -124063.803399 + Penalty 1372.564714 = -122691.238685 nChanged 8 SP:Iteration 21Q (10522.269146 sec): 3 clusters Score: Raw -124070.239986 + Penalty 1372.564714 = -122697.675272 nChanged 5 SP:Iteration 22Q (10522.274108 sec): 3 clusters Score: Raw -124079.044013 + Penalty 1372.564714 = -122706.479299 nChanged 5 SP:Iteration 23Q (10522.279106 sec): 3 clusters Score: Raw -124084.127118 + Penalty 1372.564714 = -122711.562405 nChanged 4 SP:Iteration 24Q (10522.284118 sec): 3 clusters Score: Raw -124086.965359 + Penalty 1372.564714 = -122714.400645 nChanged 3 SP:Iteration 25Q (10522.289113 sec): 3 clusters Score: Raw -124089.561685 + Penalty 1372.564714 = -122716.996971 nChanged 5 SP:Iteration 26Q (10522.294112 sec): 3 clusters Score: Raw -124095.966666 + Penalty 1372.564714 = -122723.401952 nChanged 11 SP:Iteration 27Q (10522.299098 sec): 3 clusters Score: Raw -124109.215625 + Penalty 1372.564714 = -122736.650911 nChanged 9 SP:Iteration 28Q (10522.304088 sec): 3 clusters Score: Raw -124123.219772 + Penalty 1372.564714 = -122750.655058 nChanged 10 SP:Iteration 29Q (10522.309059 sec): 3 clusters Score: Raw -124137.335503 + Penalty 1372.564714 = -122764.770789 nChanged 3 SP:Iteration 30Q (10522.315396 sec): 3 clusters Score: Raw -124141.017022 + Penalty 1372.564714 = -122768.452309 nChanged 7 SP:Iteration 31Q (10522.320646 sec): 3 clusters Score: Raw -124150.126523 + Penalty 1372.564714 = -122777.561809 nChanged 7 SP:Iteration 32Q (10522.325549 sec): 3 clusters Score: Raw -124180.301366 + Penalty 1372.564714 = -122807.736652 nChanged 14 SP:Iteration 33Q (10522.330481 sec): 3 clusters Score: Raw -124259.596546 + Penalty 1372.564714 = -122887.031833 nChanged 15 SP:Iteration 34Q (10522.335388 sec): 3 clusters Score: Raw -124342.908757 + Penalty 1372.564714 = -122970.344043 nChanged 7 SP:Iteration 35Q (10522.340264 sec): 3 clusters Score: Raw -124364.577365 + Penalty 1372.564714 = -122992.012651 nChanged 5 SP:Iteration 36Q (10522.345085 sec): 3 clusters Score: Raw -124373.300657 + Penalty 1372.564714 = -123000.735943 nChanged 2 SP:Iteration 37Q (10522.349930 sec): 3 clusters Score: Raw -124374.941125 + Penalty 1372.564714 = -123002.376412 nChanged 1 SP:Iteration 38Q (10522.354724 sec): 3 clusters Score: Raw -124376.585316 + Penalty 1372.564714 = -123004.020603 nChanged 0 SP:Iteration 39F (10522.359983 sec): 3 clusters Score: Raw -124376.585316 + Penalty 1372.564714 = -123004.020603 nChanged 0 Score: Raw -89485755.901701 + Penalty 39319.926230 = -89446435.975472 Splitting cluster 12 changes total score from -89435423.734156 to -89446435.975472 So it's getting split into cluster 30. Trying to split cluster 13 (30508 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10536.572212 sec): 2 clusters Score: Raw -2931374.836871 + Penalty 980.945701 = -2930393.891170 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10536.652815 sec): 3 clusters Score: Raw -2912019.320445 + Penalty 1961.891402 = -2910057.429043 nChanged 14389 SP:Iteration 1F (10536.737994 sec): 3 clusters Score: Raw -2920272.581989 + Penalty 1961.891402 = -2918310.690587 nChanged 1511 SP:Iteration 2Q (10536.828565 sec): 3 clusters Score: Raw -2920859.289344 + Penalty 1961.891402 = -2918897.397941 nChanged 1612 SP:Iteration 3F (10536.909081 sec): 3 clusters Score: Raw -2921644.047699 + Penalty 1961.891402 = -2919682.156297 nChanged 1776 SP:Iteration 4F (10536.989905 sec): 3 clusters Score: Raw -2922699.011207 + Penalty 1961.891402 = -2920737.119804 nChanged 1940 SP:Iteration 5F (10537.053215 sec): 3 clusters Score: Raw -2924039.311536 + Penalty 1961.891402 = -2922077.420133 nChanged 1884 SP:Iteration 6F (10537.146200 sec): 3 clusters Score: Raw -2925466.366120 + Penalty 1961.891402 = -2923504.474718 nChanged 1658 SP:Iteration 7F (10537.224671 sec): 3 clusters Score: Raw -2926745.856902 + Penalty 1961.891402 = -2924783.965500 nChanged 1319 SP:Iteration 8Q (10537.312310 sec): 3 clusters Score: Raw -2927717.564987 + Penalty 1961.891402 = -2925755.673584 nChanged 976 SP:Iteration 9Q (10537.400815 sec): 3 clusters Score: Raw -2928293.741455 + Penalty 1961.891402 = -2926331.850053 nChanged 710 SP:Iteration 10Q (10537.500686 sec): 3 clusters Score: Raw -2928662.899634 + Penalty 1961.891402 = -2926701.008231 nChanged 603 SP:Iteration 11Q (10537.580876 sec): 3 clusters Score: Raw -2928962.471965 + Penalty 1961.891402 = -2927000.580563 nChanged 538 SP:Iteration 12Q (10537.664638 sec): 3 clusters Score: Raw -2929223.249509 + Penalty 1961.891402 = -2927261.358107 nChanged 484 SP:Iteration 13Q (10537.748016 sec): 3 clusters Score: Raw -2929455.816769 + Penalty 1961.891402 = -2927493.925367 nChanged 463 SP:Iteration 14Q (10537.833861 sec): 3 clusters Score: Raw -2929691.349778 + Penalty 1961.891402 = -2927729.458376 nChanged 435 SP:Iteration 15Q (10537.918674 sec): 3 clusters Score: Raw -2929917.080292 + Penalty 1961.891402 = -2927955.188890 nChanged 381 SP:Iteration 16Q (10538.003565 sec): 3 clusters Score: Raw -2930112.950816 + Penalty 1961.891402 = -2928151.059414 nChanged 360 SP:Iteration 17Q (10538.100119 sec): 3 clusters Score: Raw -2930296.491003 + Penalty 1961.891402 = -2928334.599600 nChanged 335 SP:Iteration 18Q (10538.174409 sec): 3 clusters Score: Raw -2930490.735770 + Penalty 1961.891402 = -2928528.844368 nChanged 311 SP:Iteration 19Q (10538.255712 sec): 3 clusters Score: Raw -2930665.188849 + Penalty 1961.891402 = -2928703.297447 nChanged 249 SP:Iteration 20F (10538.345418 sec): 3 clusters Score: Raw -2930797.260457 + Penalty 1961.891402 = -2928835.369054 nChanged 234 SP:Iteration 21Q (10538.438228 sec): 3 clusters Score: Raw -2930924.331858 + Penalty 1961.891402 = -2928962.440455 nChanged 216 SP:Iteration 22Q (10538.520556 sec): 3 clusters Score: Raw -2931054.735999 + Penalty 1961.891402 = -2929092.844597 nChanged 175 SP:Iteration 23Q (10538.601988 sec): 3 clusters Score: Raw -2931170.443308 + Penalty 1961.891402 = -2929208.551906 nChanged 134 SP:Iteration 24Q (10538.682853 sec): 3 clusters Score: Raw -2931254.153600 + Penalty 1961.891402 = -2929292.262197 nChanged 98 SP:Iteration 25Q (10538.764689 sec): 3 clusters Score: Raw -2931312.985551 + Penalty 1961.891402 = -2929351.094149 nChanged 78 SP:Iteration 26Q (10538.846406 sec): 3 clusters Score: Raw -2931360.494018 + Penalty 1961.891402 = -2929398.602615 nChanged 60 SP:Iteration 27Q (10538.927269 sec): 3 clusters Score: Raw -2931397.402534 + Penalty 1961.891402 = -2929435.511131 nChanged 37 SP:Iteration 28Q (10539.007142 sec): 3 clusters Score: Raw -2931418.101758 + Penalty 1961.891402 = -2929456.210355 nChanged 26 SP:Iteration 29Q (10539.088472 sec): 3 clusters Score: Raw -2931434.334931 + Penalty 1961.891402 = -2929472.443528 nChanged 23 SP:Iteration 30Q (10539.166252 sec): 3 clusters Score: Raw -2931449.052776 + Penalty 1961.891402 = -2929487.161374 nChanged 22 SP:Iteration 31Q (10539.227683 sec): 3 clusters Score: Raw -2931463.045355 + Penalty 1961.891402 = -2929501.153953 nChanged 17 SP:Iteration 32Q (10539.296456 sec): 3 clusters Score: Raw -2931474.986018 + Penalty 1961.891402 = -2929513.094616 nChanged 14 SP:Iteration 33Q (10539.371455 sec): 3 clusters Score: Raw -2931484.435033 + Penalty 1961.891402 = -2929522.543630 nChanged 15 SP:Iteration 34Q (10539.457614 sec): 3 clusters Score: Raw -2931498.670589 + Penalty 1961.891402 = -2929536.779186 nChanged 17 SP:Iteration 35Q (10539.536522 sec): 3 clusters Score: Raw -2931513.115869 + Penalty 1961.891402 = -2929551.224466 nChanged 14 SP:Iteration 36Q (10539.614145 sec): 3 clusters Score: Raw -2931522.887542 + Penalty 1961.891402 = -2929560.996140 nChanged 7 SP:Iteration 37Q (10539.693164 sec): 3 clusters Score: Raw -2931527.622330 + Penalty 1961.891402 = -2929565.730927 nChanged 7 SP:Iteration 38Q (10539.771035 sec): 3 clusters Score: Raw -2931531.677171 + Penalty 1961.891402 = -2929569.785769 nChanged 6 SP:Iteration 39Q (10539.843494 sec): 3 clusters Score: Raw -2931534.800602 + Penalty 1961.891402 = -2929572.909199 nChanged 6 SP:Iteration 40F (10539.930902 sec): 3 clusters Score: Raw -2931538.938134 + Penalty 1961.891402 = -2929577.046732 nChanged 2 SP:Iteration 41Q (10540.007640 sec): 3 clusters Score: Raw -2931541.109157 + Penalty 1961.891402 = -2929579.217755 nChanged 5 SP:Iteration 42Q (10540.078285 sec): 3 clusters Score: Raw -2931546.044883 + Penalty 1961.891402 = -2929584.153481 nChanged 4 SP:Iteration 43Q (10540.166711 sec): 3 clusters Score: Raw -2931551.397094 + Penalty 1961.891402 = -2929589.505691 nChanged 6 SP:Iteration 44Q (10540.235069 sec): 3 clusters Score: Raw -2931555.517237 + Penalty 1961.891402 = -2929593.625835 nChanged 5 SP:Iteration 45Q (10540.325627 sec): 3 clusters Score: Raw -2931558.562392 + Penalty 1961.891402 = -2929596.670990 nChanged 4 SP:Iteration 46Q (10540.399397 sec): 3 clusters Score: Raw -2931562.062960 + Penalty 1961.891402 = -2929600.171558 nChanged 7 SP:Iteration 47Q (10540.476253 sec): 3 clusters Score: Raw -2931567.069293 + Penalty 1961.891402 = -2929605.177890 nChanged 3 SP:Iteration 48Q (10540.556834 sec): 3 clusters Score: Raw -2931571.163480 + Penalty 1961.891402 = -2929609.272077 nChanged 2 SP:Iteration 49Q (10540.640442 sec): 3 clusters Score: Raw -2931572.578558 + Penalty 1961.891402 = -2929610.687156 nChanged 1 SP:Iteration 50Q (10540.716526 sec): 3 clusters Score: Raw -2931573.484044 + Penalty 1961.891402 = -2929611.592642 nChanged 3 SP:Iteration 51Q (10540.799124 sec): 3 clusters Score: Raw -2931575.116409 + Penalty 1961.891402 = -2929613.225007 nChanged 1 SP:Iteration 52Q (10540.878497 sec): 3 clusters Score: Raw -2931575.495913 + Penalty 1961.891402 = -2929613.604510 nChanged 0 SP:Iteration 53F (10540.954147 sec): 3 clusters Score: Raw -2931575.495913 + Penalty 1961.891402 = -2929613.604510 nChanged 0 Trying to split cluster 14 (72434 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10541.056316 sec): 2 clusters Score: Raw -6551864.861178 + Penalty 1063.090953 = -6550801.770225 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10541.180679 sec): 3 clusters Score: Raw -6504152.937015 + Penalty 2126.181905 = -6502026.755110 nChanged 35000 SP:Iteration 1F (10541.309217 sec): 3 clusters Score: Raw -6525346.957221 + Penalty 2126.181905 = -6523220.775315 nChanged 3200 SP:Iteration 2Q (10541.452389 sec): 3 clusters Score: Raw -6526595.107200 + Penalty 2126.181905 = -6524468.925295 nChanged 3901 SP:Iteration 3F (10541.590731 sec): 3 clusters Score: Raw -6528587.953048 + Penalty 2126.181905 = -6526461.771142 nChanged 5008 SP:Iteration 4F (10541.725081 sec): 3 clusters Score: Raw -6531957.207672 + Penalty 2126.181905 = -6529831.025766 nChanged 6104 SP:Iteration 5F (10541.872759 sec): 3 clusters Score: Raw -6537035.033596 + Penalty 2126.181905 = -6534908.851691 nChanged 6371 SP:Iteration 6F (10542.007089 sec): 3 clusters Score: Raw -6543069.595661 + Penalty 2126.181905 = -6540943.413756 nChanged 4941 SP:Iteration 7F (10542.149138 sec): 3 clusters Score: Raw -6547989.788906 + Penalty 2126.181905 = -6545863.607000 nChanged 2689 SP:Iteration 8Q (10542.283636 sec): 3 clusters Score: Raw -6550582.889659 + Penalty 2126.181905 = -6548456.707753 nChanged 1121 SP:Iteration 9Q (10542.411133 sec): 3 clusters Score: Raw -6551638.551139 + Penalty 2126.181905 = -6549512.369234 nChanged 379 SP:Iteration 10Q (10542.535877 sec): 3 clusters Score: Raw -6552013.283044 + Penalty 2126.181905 = -6549887.101139 nChanged 172 SP:Iteration 11Q (10542.650754 sec): 3 clusters Score: Raw -6552182.497333 + Penalty 2126.181905 = -6550056.315428 nChanged 94 SP:Iteration 12Q (10542.773777 sec): 3 clusters Score: Raw -6552268.548290 + Penalty 2126.181905 = -6550142.366385 nChanged 53 SP:Iteration 13Q (10542.891999 sec): 3 clusters Score: Raw -6552319.753289 + Penalty 2126.181905 = -6550193.571383 nChanged 56 SP:Iteration 14Q (10543.008789 sec): 3 clusters Score: Raw -6552367.071263 + Penalty 2126.181905 = -6550240.889357 nChanged 53 SP:Iteration 15Q (10543.125298 sec): 3 clusters Score: Raw -6552406.202074 + Penalty 2126.181905 = -6550280.020169 nChanged 23 SP:Iteration 16Q (10543.242173 sec): 3 clusters Score: Raw -6552418.546648 + Penalty 2126.181905 = -6550292.364743 nChanged 17 SP:Iteration 17Q (10543.358007 sec): 3 clusters Score: Raw -6552424.698636 + Penalty 2126.181905 = -6550298.516731 nChanged 10 SP:Iteration 18Q (10543.475183 sec): 3 clusters Score: Raw -6552431.947822 + Penalty 2126.181905 = -6550305.765916 nChanged 13 SP:Iteration 19Q (10543.583576 sec): 3 clusters Score: Raw -6552439.982494 + Penalty 2126.181905 = -6550313.800589 nChanged 15 SP:Iteration 20F (10543.704689 sec): 3 clusters Score: Raw -6552450.848953 + Penalty 2126.181905 = -6550324.667048 nChanged 15 SP:Iteration 21Q (10543.821488 sec): 3 clusters Score: Raw -6552460.555467 + Penalty 2126.181905 = -6550334.373561 nChanged 11 SP:Iteration 22Q (10543.935993 sec): 3 clusters Score: Raw -6552468.924926 + Penalty 2126.181905 = -6550342.743020 nChanged 12 SP:Iteration 23Q (10544.049930 sec): 3 clusters Score: Raw -6552474.918580 + Penalty 2126.181905 = -6550348.736674 nChanged 7 SP:Iteration 24Q (10544.182132 sec): 3 clusters Score: Raw -6552476.786930 + Penalty 2126.181905 = -6550350.605024 nChanged 5 SP:Iteration 25Q (10544.308124 sec): 3 clusters Score: Raw -6552478.857622 + Penalty 2126.181905 = -6550352.675717 nChanged 2 SP:Iteration 26Q (10544.429919 sec): 3 clusters Score: Raw -6552479.143124 + Penalty 2126.181905 = -6550352.961218 nChanged 0 SP:Iteration 27F (10544.581288 sec): 3 clusters Score: Raw -6552479.143124 + Penalty 2126.181905 = -6550352.961218 nChanged 0 Trying to split cluster 15 (4767 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10544.618740 sec): 2 clusters Score: Raw -442432.943837 + Penalty 804.599883 = -441628.343954 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10544.672476 sec): 3 clusters Score: Raw -439763.612190 + Penalty 1609.199766 = -438154.412424 nChanged 2029 SP:Iteration 1F (10544.711538 sec): 3 clusters Score: Raw -440951.364558 + Penalty 1609.199766 = -439342.164792 nChanged 339 SP:Iteration 2F (10544.771175 sec): 3 clusters Score: Raw -441150.794650 + Penalty 1609.199766 = -439541.594883 nChanged 328 SP:Iteration 3F (10544.810744 sec): 3 clusters Score: Raw -441394.626189 + Penalty 1609.199766 = -439785.426423 nChanged 327 SP:Iteration 4F (10544.856341 sec): 3 clusters Score: Raw -441645.825800 + Penalty 1609.199766 = -440036.626033 nChanged 292 SP:Iteration 5F (10544.916478 sec): 3 clusters Score: Raw -441875.233021 + Penalty 1609.199766 = -440266.033255 nChanged 264 SP:Iteration 6F (10544.970013 sec): 3 clusters Score: Raw -442114.180196 + Penalty 1609.199766 = -440504.980430 nChanged 213 SP:Iteration 7Q (10545.014563 sec): 3 clusters Score: Raw -442296.101446 + Penalty 1609.199766 = -440686.901679 nChanged 140 SP:Iteration 8Q (10545.057290 sec): 3 clusters Score: Raw -442395.363064 + Penalty 1609.199766 = -440786.163297 nChanged 87 SP:Iteration 9Q (10545.103232 sec): 3 clusters Score: Raw -442458.826737 + Penalty 1609.199766 = -440849.626971 nChanged 47 SP:Iteration 10Q (10545.147345 sec): 3 clusters Score: Raw -442499.387965 + Penalty 1609.199766 = -440890.188199 nChanged 40 SP:Iteration 11Q (10545.199703 sec): 3 clusters Score: Raw -442529.373697 + Penalty 1609.199766 = -440920.173931 nChanged 29 SP:Iteration 12Q (10545.257562 sec): 3 clusters Score: Raw -442555.633302 + Penalty 1609.199766 = -440946.433536 nChanged 23 SP:Iteration 13Q (10545.302408 sec): 3 clusters Score: Raw -442574.645818 + Penalty 1609.199766 = -440965.446052 nChanged 10 SP:Iteration 14Q (10545.362988 sec): 3 clusters Score: Raw -442583.617020 + Penalty 1609.199766 = -440974.417254 nChanged 12 SP:Iteration 15Q (10545.402624 sec): 3 clusters Score: Raw -442594.710553 + Penalty 1609.199766 = -440985.510786 nChanged 8 SP:Iteration 16Q (10545.451497 sec): 3 clusters Score: Raw -442600.048851 + Penalty 1609.199766 = -440990.849084 nChanged 7 SP:Iteration 17Q (10545.498449 sec): 3 clusters Score: Raw -442607.245485 + Penalty 1609.199766 = -440998.045718 nChanged 5 SP:Iteration 18Q (10545.544995 sec): 3 clusters Score: Raw -442611.826880 + Penalty 1609.199766 = -441002.627113 nChanged 1 SP:Iteration 19Q (10545.586481 sec): 3 clusters Score: Raw -442611.938025 + Penalty 1609.199766 = -441002.738259 nChanged 0 SP:Iteration 20F (10545.641883 sec): 3 clusters Score: Raw -442611.938025 + Penalty 1609.199766 = -441002.738259 nChanged 0 Trying to split cluster 16 (27426 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10545.701793 sec): 2 clusters Score: Raw -2611491.548967 + Penalty 970.828441 = -2610520.720526 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10545.784038 sec): 3 clusters Score: Raw -2594304.494320 + Penalty 1941.656882 = -2592362.837438 nChanged 12725 SP:Iteration 1F (10545.864765 sec): 3 clusters Score: Raw -2601714.283072 + Penalty 1941.656882 = -2599772.626190 nChanged 1339 SP:Iteration 2Q (10545.949077 sec): 3 clusters Score: Raw -2602251.838584 + Penalty 1941.656882 = -2600310.181702 nChanged 1363 SP:Iteration 3Q (10546.023312 sec): 3 clusters Score: Raw -2602875.450415 + Penalty 1941.656882 = -2600933.793533 nChanged 1478 SP:Iteration 4F (10546.104086 sec): 3 clusters Score: Raw -2603589.848295 + Penalty 1941.656882 = -2601648.191413 nChanged 1494 SP:Iteration 5F (10546.186324 sec): 3 clusters Score: Raw -2604368.377339 + Penalty 1941.656882 = -2602426.720457 nChanged 1545 SP:Iteration 6F (10546.266563 sec): 3 clusters Score: Raw -2605247.252271 + Penalty 1941.656882 = -2603305.595389 nChanged 1475 SP:Iteration 7F (10546.347220 sec): 3 clusters Score: Raw -2606082.030527 + Penalty 1941.656882 = -2604140.373645 nChanged 1325 SP:Iteration 8Q (10546.429271 sec): 3 clusters Score: Raw -2606871.619021 + Penalty 1941.656882 = -2604929.962139 nChanged 1293 SP:Iteration 9Q (10546.512525 sec): 3 clusters Score: Raw -2607674.841565 + Penalty 1941.656882 = -2605733.184683 nChanged 1073 SP:Iteration 10Q (10546.596759 sec): 3 clusters Score: Raw -2608250.571143 + Penalty 1941.656882 = -2606308.914261 nChanged 840 SP:Iteration 11Q (10546.647821 sec): 3 clusters Score: Raw -2608589.387558 + Penalty 1941.656882 = -2606647.730676 nChanged 587 SP:Iteration 12Q (10546.728878 sec): 3 clusters Score: Raw -2608763.369652 + Penalty 1941.656882 = -2606821.712769 nChanged 414 SP:Iteration 13Q (10546.826980 sec): 3 clusters Score: Raw -2608872.580110 + Penalty 1941.656882 = -2606930.923228 nChanged 375 SP:Iteration 14Q (10546.900147 sec): 3 clusters Score: Raw -2608977.866827 + Penalty 1941.656882 = -2607036.209945 nChanged 360 SP:Iteration 15Q (10546.987588 sec): 3 clusters Score: Raw -2609093.774798 + Penalty 1941.656882 = -2607152.117916 nChanged 387 SP:Iteration 16Q (10547.069849 sec): 3 clusters Score: Raw -2609234.654981 + Penalty 1941.656882 = -2607292.998099 nChanged 404 SP:Iteration 17Q (10547.154780 sec): 3 clusters Score: Raw -2609381.086332 + Penalty 1941.656882 = -2607439.429450 nChanged 396 SP:Iteration 18Q (10547.232843 sec): 3 clusters Score: Raw -2609543.762377 + Penalty 1941.656882 = -2607602.105495 nChanged 415 SP:Iteration 19Q (10547.312541 sec): 3 clusters Score: Raw -2609710.233418 + Penalty 1941.656882 = -2607768.576536 nChanged 386 SP:Iteration 20F (10547.398681 sec): 3 clusters Score: Raw -2609868.362175 + Penalty 1941.656882 = -2607926.705293 nChanged 390 SP:Iteration 21Q (10547.483239 sec): 3 clusters Score: Raw -2610036.751633 + Penalty 1941.656882 = -2608095.094751 nChanged 405 SP:Iteration 22Q (10547.565364 sec): 3 clusters Score: Raw -2610248.699641 + Penalty 1941.656882 = -2608307.042759 nChanged 407 SP:Iteration 23Q (10547.647569 sec): 3 clusters Score: Raw -2610471.803134 + Penalty 1941.656882 = -2608530.146252 nChanged 421 SP:Iteration 24Q (10547.735845 sec): 3 clusters Score: Raw -2610740.270796 + Penalty 1941.656882 = -2608798.613914 nChanged 452 SP:Iteration 25Q (10547.818314 sec): 3 clusters Score: Raw -2611146.479670 + Penalty 1941.656882 = -2609204.822788 nChanged 492 SP:Iteration 26Q (10547.899874 sec): 3 clusters Score: Raw -2611692.113351 + Penalty 1941.656882 = -2609750.456469 nChanged 525 SP:Iteration 27Q (10547.981017 sec): 3 clusters Score: Raw -2612321.901818 + Penalty 1941.656882 = -2610380.244936 nChanged 565 SP:Iteration 28Q (10548.053508 sec): 3 clusters Score: Raw -2612802.340789 + Penalty 1941.656882 = -2610860.683907 nChanged 529 SP:Iteration 29Q (10548.132640 sec): 3 clusters Score: Raw -2613098.443134 + Penalty 1941.656882 = -2611156.786252 nChanged 465 SP:Iteration 30Q (10548.218723 sec): 3 clusters Score: Raw -2613309.904950 + Penalty 1941.656882 = -2611368.248068 nChanged 418 SP:Iteration 31Q (10548.300368 sec): 3 clusters Score: Raw -2613476.946009 + Penalty 1941.656882 = -2611535.289127 nChanged 386 SP:Iteration 32Q (10548.380516 sec): 3 clusters Score: Raw -2613621.478891 + Penalty 1941.656882 = -2611679.822009 nChanged 336 SP:Iteration 33Q (10548.461967 sec): 3 clusters Score: Raw -2613731.203130 + Penalty 1941.656882 = -2611789.546248 nChanged 312 SP:Iteration 34Q (10548.543172 sec): 3 clusters Score: Raw -2613822.596967 + Penalty 1941.656882 = -2611880.940085 nChanged 298 SP:Iteration 35Q (10548.620513 sec): 3 clusters Score: Raw -2613905.764924 + Penalty 1941.656882 = -2611964.108042 nChanged 267 SP:Iteration 36Q (10548.701977 sec): 3 clusters Score: Raw -2613976.134953 + Penalty 1941.656882 = -2612034.478071 nChanged 242 SP:Iteration 37Q (10548.771801 sec): 3 clusters Score: Raw -2614035.040621 + Penalty 1941.656882 = -2612093.383739 nChanged 228 SP:Iteration 38Q (10548.864470 sec): 3 clusters Score: Raw -2614087.315537 + Penalty 1941.656882 = -2612145.658655 nChanged 238 SP:Iteration 39Q (10548.931607 sec): 3 clusters Score: Raw -2614148.695727 + Penalty 1941.656882 = -2612207.038844 nChanged 240 SP:Iteration 40F (10549.012895 sec): 3 clusters Score: Raw -2614300.593629 + Penalty 1941.656882 = -2612358.936747 nChanged 359 SP:Iteration 41Q (10549.079877 sec): 3 clusters Score: Raw -2614455.606268 + Penalty 1941.656882 = -2612513.949386 nChanged 386 SP:Iteration 42Q (10549.163784 sec): 3 clusters Score: Raw -2614625.130352 + Penalty 1941.656882 = -2612683.473470 nChanged 418 SP:Iteration 43Q (10549.238298 sec): 3 clusters Score: Raw -2614816.552371 + Penalty 1941.656882 = -2612874.895489 nChanged 455 SP:Iteration 44Q (10549.324148 sec): 3 clusters Score: Raw -2615038.194673 + Penalty 1941.656882 = -2613096.537791 nChanged 471 SP:Iteration 45Q (10549.403972 sec): 3 clusters Score: Raw -2615300.008389 + Penalty 1941.656882 = -2613358.351507 nChanged 521 SP:Iteration 46Q (10549.483010 sec): 3 clusters Score: Raw -2615609.150084 + Penalty 1941.656882 = -2613667.493202 nChanged 523 SP:Iteration 47Q (10549.557432 sec): 3 clusters Score: Raw -2615938.574010 + Penalty 1941.656882 = -2613996.917128 nChanged 464 SP:Iteration 48Q (10549.633540 sec): 3 clusters Score: Raw -2616221.491083 + Penalty 1941.656882 = -2614279.834201 nChanged 430 SP:Iteration 49Q (10549.713937 sec): 3 clusters Score: Raw -2616456.437010 + Penalty 1941.656882 = -2614514.780128 nChanged 345 SP:Iteration 50Q (10549.787136 sec): 3 clusters Score: Raw -2616618.968331 + Penalty 1941.656882 = -2614677.311449 nChanged 300 SP:Iteration 51Q (10549.863487 sec): 3 clusters Score: Raw -2616732.582530 + Penalty 1941.656882 = -2614790.925648 nChanged 224 SP:Iteration 52Q (10549.937981 sec): 3 clusters Score: Raw -2616787.827806 + Penalty 1941.656882 = -2614846.170924 nChanged 144 SP:Iteration 53Q (10550.016722 sec): 3 clusters Score: Raw -2616818.790922 + Penalty 1941.656882 = -2614877.134040 nChanged 120 SP:Iteration 54Q (10550.100494 sec): 3 clusters Score: Raw -2616840.321744 + Penalty 1941.656882 = -2614898.664862 nChanged 90 SP:Iteration 55Q (10550.178979 sec): 3 clusters Score: Raw -2616858.561000 + Penalty 1941.656882 = -2614916.904118 nChanged 85 SP:Iteration 56Q (10550.241362 sec): 3 clusters Score: Raw -2616869.391208 + Penalty 1941.656882 = -2614927.734326 nChanged 58 SP:Iteration 57Q (10550.325601 sec): 3 clusters Score: Raw -2616875.890707 + Penalty 1941.656882 = -2614934.233825 nChanged 43 SP:Iteration 58Q (10550.406742 sec): 3 clusters Score: Raw -2616879.592045 + Penalty 1941.656882 = -2614937.935163 nChanged 33 SP:Iteration 59Q (10550.470599 sec): 3 clusters Score: Raw -2616881.757738 + Penalty 1941.656882 = -2614940.100856 nChanged 29 SP:Iteration 60F (10550.545662 sec): 3 clusters Score: Raw -2616948.964763 + Penalty 1941.656882 = -2615007.307881 nChanged 82 SP:Iteration 61Q (10550.621468 sec): 3 clusters Score: Raw -2616978.542785 + Penalty 1941.656882 = -2615036.885903 nChanged 68 SP:Iteration 62Q (10550.699397 sec): 3 clusters Score: Raw -2616990.149473 + Penalty 1941.656882 = -2615048.492591 nChanged 55 SP:Iteration 63Q (10550.783246 sec): 3 clusters Score: Raw -2616997.786580 + Penalty 1941.656882 = -2615056.129698 nChanged 53 SP:Iteration 64Q (10550.854463 sec): 3 clusters Score: Raw -2617002.476179 + Penalty 1941.656882 = -2615060.819297 nChanged 37 SP:Iteration 65Q (10550.938409 sec): 3 clusters Score: Raw -2617005.705645 + Penalty 1941.656882 = -2615064.048763 nChanged 38 SP:Iteration 66Q (10551.009063 sec): 3 clusters Score: Raw -2617009.404230 + Penalty 1941.656882 = -2615067.747347 nChanged 30 SP:Iteration 67Q (10551.086657 sec): 3 clusters Score: Raw -2617012.226745 + Penalty 1941.656882 = -2615070.569863 nChanged 28 SP:Iteration 68Q (10551.164608 sec): 3 clusters Score: Raw -2617013.818358 + Penalty 1941.656882 = -2615072.161476 nChanged 13 SP:Iteration 69Q (10551.243030 sec): 3 clusters Score: Raw -2617014.470055 + Penalty 1941.656882 = -2615072.813173 nChanged 17 SP:Iteration 70Q (10551.321075 sec): 3 clusters Score: Raw -2617015.267265 + Penalty 1941.656882 = -2615073.610383 nChanged 14 SP:Iteration 71Q (10551.390531 sec): 3 clusters Score: Raw -2617016.143415 + Penalty 1941.656882 = -2615074.486533 nChanged 19 SP:Iteration 72Q (10551.467954 sec): 3 clusters Score: Raw -2617017.192196 + Penalty 1941.656882 = -2615075.535314 nChanged 15 SP:Iteration 73Q (10551.547026 sec): 3 clusters Score: Raw -2617018.095144 + Penalty 1941.656882 = -2615076.438262 nChanged 9 SP:Iteration 74Q (10551.622003 sec): 3 clusters Score: Raw -2617018.391685 + Penalty 1941.656882 = -2615076.734803 nChanged 10 SP:Iteration 75Q (10551.692690 sec): 3 clusters Score: Raw -2617018.958957 + Penalty 1941.656882 = -2615077.302075 nChanged 9 SP:Iteration 76Q (10551.769716 sec): 3 clusters Score: Raw -2617019.264633 + Penalty 1941.656882 = -2615077.607751 nChanged 5 SP:Iteration 77Q (10551.853739 sec): 3 clusters Score: Raw -2617019.521296 + Penalty 1941.656882 = -2615077.864414 nChanged 1 SP:Iteration 78Q (10551.925933 sec): 3 clusters Score: Raw -2617019.546396 + Penalty 1941.656882 = -2615077.889514 nChanged 1 SP:Iteration 79Q (10551.991657 sec): 3 clusters Score: Raw -2617019.584197 + Penalty 1941.656882 = -2615077.927315 nChanged 2 SP:Iteration 80F (10552.072173 sec): 3 clusters Score: Raw -2617019.626235 + Penalty 1941.656882 = -2615077.969353 nChanged 4 SP:Iteration 81Q (10552.144789 sec): 3 clusters Score: Raw -2617019.729041 + Penalty 1941.656882 = -2615078.072159 nChanged 5 SP:Iteration 82Q (10552.215084 sec): 3 clusters Score: Raw -2617019.939934 + Penalty 1941.656882 = -2615078.283052 nChanged 8 SP:Iteration 83Q (10552.293440 sec): 3 clusters Score: Raw -2617020.359619 + Penalty 1941.656882 = -2615078.702737 nChanged 11 SP:Iteration 84Q (10552.371149 sec): 3 clusters Score: Raw -2617020.699840 + Penalty 1941.656882 = -2615079.042958 nChanged 4 SP:Iteration 85Q (10552.448114 sec): 3 clusters Score: Raw -2617020.831582 + Penalty 1941.656882 = -2615079.174700 nChanged 2 SP:Iteration 86Q (10552.527980 sec): 3 clusters Score: Raw -2617020.890130 + Penalty 1941.656882 = -2615079.233248 nChanged 1 SP:Iteration 87Q (10552.599702 sec): 3 clusters Score: Raw -2617020.927941 + Penalty 1941.656882 = -2615079.271059 nChanged 1 SP:Iteration 88Q (10552.673336 sec): 3 clusters Score: Raw -2617021.006221 + Penalty 1941.656882 = -2615079.349339 nChanged 3 SP:Iteration 89Q (10552.749629 sec): 3 clusters Score: Raw -2617021.114530 + Penalty 1941.656882 = -2615079.457648 nChanged 3 SP:Iteration 90Q (10552.828194 sec): 3 clusters Score: Raw -2617021.181888 + Penalty 1941.656882 = -2615079.525006 nChanged 1 SP:Iteration 91Q (10552.909393 sec): 3 clusters Score: Raw -2617021.198923 + Penalty 1941.656882 = -2615079.542041 nChanged 0 SP:Iteration 92F (10552.986707 sec): 3 clusters Score: Raw -2617021.198923 + Penalty 1941.656882 = -2615079.542041 nChanged 0 Score: Raw -89491285.551659 + Penalty 40630.590437 = -89450654.961221 Splitting cluster 16 changes total score from -89435423.734156 to -89450654.961221 So it's getting split into cluster 31. Trying to split cluster 17 (1915 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10567.836961 sec): 2 clusters Score: Raw -174461.756956 + Penalty 717.959926 = -173743.797031 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10567.875239 sec): 3 clusters Score: Raw -173573.012849 + Penalty 1435.919851 = -172137.092998 nChanged 752 SP:Iteration 1F (10567.921516 sec): 3 clusters Score: Raw -174067.769572 + Penalty 1435.919851 = -172631.849721 nChanged 139 SP:Iteration 2F (10567.973434 sec): 3 clusters Score: Raw -174162.672267 + Penalty 1435.919851 = -172726.752415 nChanged 96 SP:Iteration 3F (10568.026063 sec): 3 clusters Score: Raw -174235.753789 + Penalty 1435.919851 = -172799.833938 nChanged 102 SP:Iteration 4F (10568.063878 sec): 3 clusters Score: Raw -174326.206874 + Penalty 1435.919851 = -172890.287022 nChanged 116 SP:Iteration 5F (10568.112125 sec): 3 clusters Score: Raw -174451.164999 + Penalty 1435.919851 = -173015.245148 nChanged 117 SP:Iteration 6F (10568.162691 sec): 3 clusters Score: Raw -174569.515685 + Penalty 1435.919851 = -173133.595834 nChanged 99 SP:Iteration 7F (10568.213071 sec): 3 clusters Score: Raw -174668.931110 + Penalty 1435.919851 = -173233.011259 nChanged 65 SP:Iteration 8Q (10568.273394 sec): 3 clusters Score: Raw -174721.247502 + Penalty 1435.919851 = -173285.327651 nChanged 44 SP:Iteration 9Q (10568.317853 sec): 3 clusters Score: Raw -174757.816352 + Penalty 1435.919851 = -173321.896500 nChanged 48 SP:Iteration 10Q (10568.354739 sec): 3 clusters Score: Raw -174788.368112 + Penalty 1435.919851 = -173352.448261 nChanged 34 SP:Iteration 11Q (10568.395922 sec): 3 clusters Score: Raw -174805.601744 + Penalty 1435.919851 = -173369.681893 nChanged 21 SP:Iteration 12Q (10568.443907 sec): 3 clusters Score: Raw -174815.437572 + Penalty 1435.919851 = -173379.517720 nChanged 13 SP:Iteration 13Q (10568.492531 sec): 3 clusters Score: Raw -174820.247723 + Penalty 1435.919851 = -173384.327871 nChanged 12 SP:Iteration 14Q (10568.538952 sec): 3 clusters Score: Raw -174824.426139 + Penalty 1435.919851 = -173388.506287 nChanged 6 SP:Iteration 15Q (10568.587989 sec): 3 clusters Score: Raw -174827.566855 + Penalty 1435.919851 = -173391.647004 nChanged 5 SP:Iteration 16Q (10568.635511 sec): 3 clusters Score: Raw -174830.285937 + Penalty 1435.919851 = -173394.366085 nChanged 6 SP:Iteration 17Q (10568.682134 sec): 3 clusters Score: Raw -174832.489841 + Penalty 1435.919851 = -173396.569989 nChanged 3 SP:Iteration 18Q (10568.728184 sec): 3 clusters Score: Raw -174833.850685 + Penalty 1435.919851 = -173397.930834 nChanged 3 SP:Iteration 19Q (10568.783364 sec): 3 clusters Score: Raw -174835.618000 + Penalty 1435.919851 = -173399.698148 nChanged 4 SP:Iteration 20F (10568.824269 sec): 3 clusters Score: Raw -174837.589483 + Penalty 1435.919851 = -173401.669632 nChanged 2 SP:Iteration 21Q (10568.869913 sec): 3 clusters Score: Raw -174838.073785 + Penalty 1435.919851 = -173402.153934 nChanged 2 SP:Iteration 22Q (10568.913425 sec): 3 clusters Score: Raw -174838.724092 + Penalty 1435.919851 = -173402.804240 nChanged 3 SP:Iteration 23Q (10568.957291 sec): 3 clusters Score: Raw -174839.675535 + Penalty 1435.919851 = -173403.755684 nChanged 0 SP:Iteration 24F (10569.011700 sec): 3 clusters Score: Raw -174839.675535 + Penalty 1435.919851 = -173403.755684 nChanged 0 Trying to split cluster 18 (61674 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10569.106964 sec): 2 clusters Score: Raw -5615741.319092 + Penalty 1047.813684 = -5614693.505408 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10569.235599 sec): 3 clusters Score: Raw -5575361.726089 + Penalty 2095.627368 = -5573266.098721 nChanged 29622 SP:Iteration 1F (10569.355744 sec): 3 clusters Score: Raw -5592780.024899 + Penalty 2095.627368 = -5590684.397531 nChanged 2526 SP:Iteration 2Q (10569.491603 sec): 3 clusters Score: Raw -5593654.919322 + Penalty 2095.627368 = -5591559.291954 nChanged 3043 SP:Iteration 3Q (10569.622786 sec): 3 clusters Score: Raw -5595010.813179 + Penalty 2095.627368 = -5592915.185811 nChanged 3734 SP:Iteration 4F (10569.743365 sec): 3 clusters Score: Raw -5597197.972578 + Penalty 2095.627368 = -5595102.345210 nChanged 4327 SP:Iteration 5F (10569.872454 sec): 3 clusters Score: Raw -5600322.389419 + Penalty 2095.627368 = -5598226.762051 nChanged 4507 SP:Iteration 6F (10569.987558 sec): 3 clusters Score: Raw -5604104.354442 + Penalty 2095.627368 = -5602008.727073 nChanged 4064 SP:Iteration 7F (10570.116780 sec): 3 clusters Score: Raw -5607579.468352 + Penalty 2095.627368 = -5605483.840984 nChanged 3035 SP:Iteration 8Q (10570.239987 sec): 3 clusters Score: Raw -5610014.097660 + Penalty 2095.627368 = -5607918.470292 nChanged 2121 SP:Iteration 9Q (10570.368625 sec): 3 clusters Score: Raw -5611670.196059 + Penalty 2095.627368 = -5609574.568691 nChanged 1509 SP:Iteration 10Q (10570.494754 sec): 3 clusters Score: Raw -5612808.436587 + Penalty 2095.627368 = -5610712.809219 nChanged 1047 SP:Iteration 11Q (10570.621887 sec): 3 clusters Score: Raw -5613594.932574 + Penalty 2095.627368 = -5611499.305206 nChanged 830 SP:Iteration 12Q (10570.748506 sec): 3 clusters Score: Raw -5614228.108785 + Penalty 2095.627368 = -5612132.481417 nChanged 685 SP:Iteration 13Q (10570.852831 sec): 3 clusters Score: Raw -5614740.351219 + Penalty 2095.627368 = -5612644.723851 nChanged 536 SP:Iteration 14Q (10570.973589 sec): 3 clusters Score: Raw -5615123.171743 + Penalty 2095.627368 = -5613027.544375 nChanged 474 SP:Iteration 15Q (10571.095418 sec): 3 clusters Score: Raw -5615424.564789 + Penalty 2095.627368 = -5613328.937420 nChanged 385 SP:Iteration 16Q (10571.205272 sec): 3 clusters Score: Raw -5615612.281855 + Penalty 2095.627368 = -5613516.654486 nChanged 306 SP:Iteration 17Q (10571.327884 sec): 3 clusters Score: Raw -5615723.304905 + Penalty 2095.627368 = -5613627.677537 nChanged 235 SP:Iteration 18Q (10571.443694 sec): 3 clusters Score: Raw -5615791.720176 + Penalty 2095.627368 = -5613696.092808 nChanged 195 SP:Iteration 19Q (10571.559153 sec): 3 clusters Score: Raw -5615850.234580 + Penalty 2095.627368 = -5613754.607212 nChanged 175 SP:Iteration 20F (10571.686683 sec): 3 clusters Score: Raw -5615897.653176 + Penalty 2095.627368 = -5613802.025808 nChanged 147 SP:Iteration 21Q (10571.806396 sec): 3 clusters Score: Raw -5615933.633372 + Penalty 2095.627368 = -5613838.006004 nChanged 142 SP:Iteration 22Q (10571.930516 sec): 3 clusters Score: Raw -5615968.188881 + Penalty 2095.627368 = -5613872.561513 nChanged 117 SP:Iteration 23Q (10572.049064 sec): 3 clusters Score: Raw -5615993.418741 + Penalty 2095.627368 = -5613897.791373 nChanged 95 SP:Iteration 24Q (10572.156964 sec): 3 clusters Score: Raw -5616011.074375 + Penalty 2095.627368 = -5613915.447007 nChanged 88 SP:Iteration 25Q (10572.275775 sec): 3 clusters Score: Raw -5616025.359700 + Penalty 2095.627368 = -5613929.732332 nChanged 81 SP:Iteration 26Q (10572.381853 sec): 3 clusters Score: Raw -5616037.258612 + Penalty 2095.627368 = -5613941.631244 nChanged 68 SP:Iteration 27Q (10572.492122 sec): 3 clusters Score: Raw -5616047.717548 + Penalty 2095.627368 = -5613952.090180 nChanged 52 SP:Iteration 28Q (10572.603515 sec): 3 clusters Score: Raw -5616054.574118 + Penalty 2095.627368 = -5613958.946749 nChanged 38 SP:Iteration 29Q (10572.714232 sec): 3 clusters Score: Raw -5616059.106166 + Penalty 2095.627368 = -5613963.478798 nChanged 46 SP:Iteration 30Q (10572.829816 sec): 3 clusters Score: Raw -5616064.916106 + Penalty 2095.627368 = -5613969.288738 nChanged 52 SP:Iteration 31Q (10572.943036 sec): 3 clusters Score: Raw -5616070.515293 + Penalty 2095.627368 = -5613974.887925 nChanged 45 SP:Iteration 32Q (10573.055994 sec): 3 clusters Score: Raw -5616075.047874 + Penalty 2095.627368 = -5613979.420506 nChanged 34 SP:Iteration 33Q (10573.165949 sec): 3 clusters Score: Raw -5616078.042531 + Penalty 2095.627368 = -5613982.415162 nChanged 28 SP:Iteration 34Q (10573.275529 sec): 3 clusters Score: Raw -5616081.207860 + Penalty 2095.627368 = -5613985.580492 nChanged 30 SP:Iteration 35Q (10573.376631 sec): 3 clusters Score: Raw -5616084.716725 + Penalty 2095.627368 = -5613989.089357 nChanged 32 SP:Iteration 36Q (10573.483737 sec): 3 clusters Score: Raw -5616088.042210 + Penalty 2095.627368 = -5613992.414841 nChanged 35 SP:Iteration 37Q (10573.593534 sec): 3 clusters Score: Raw -5616092.035271 + Penalty 2095.627368 = -5613996.407903 nChanged 28 SP:Iteration 38Q (10573.701030 sec): 3 clusters Score: Raw -5616095.672242 + Penalty 2095.627368 = -5614000.044874 nChanged 29 SP:Iteration 39Q (10573.803482 sec): 3 clusters Score: Raw -5616099.353928 + Penalty 2095.627368 = -5614003.726560 nChanged 33 SP:Iteration 40F (10573.925045 sec): 3 clusters Score: Raw -5616102.684708 + Penalty 2095.627368 = -5614007.057339 nChanged 27 SP:Iteration 41Q (10574.026683 sec): 3 clusters Score: Raw -5616106.189685 + Penalty 2095.627368 = -5614010.562317 nChanged 26 SP:Iteration 42Q (10574.129572 sec): 3 clusters Score: Raw -5616109.401094 + Penalty 2095.627368 = -5614013.773726 nChanged 25 SP:Iteration 43Q (10574.237095 sec): 3 clusters Score: Raw -5616111.821095 + Penalty 2095.627368 = -5614016.193727 nChanged 24 SP:Iteration 44Q (10574.336835 sec): 3 clusters Score: Raw -5616114.175242 + Penalty 2095.627368 = -5614018.547874 nChanged 23 SP:Iteration 45Q (10574.447562 sec): 3 clusters Score: Raw -5616117.145974 + Penalty 2095.627368 = -5614021.518606 nChanged 17 SP:Iteration 46Q (10574.561003 sec): 3 clusters Score: Raw -5616119.232108 + Penalty 2095.627368 = -5614023.604740 nChanged 18 SP:Iteration 47Q (10574.672074 sec): 3 clusters Score: Raw -5616121.271110 + Penalty 2095.627368 = -5614025.643742 nChanged 20 SP:Iteration 48Q (10574.792295 sec): 3 clusters Score: Raw -5616123.059953 + Penalty 2095.627368 = -5614027.432585 nChanged 9 SP:Iteration 49Q (10574.908982 sec): 3 clusters Score: Raw -5616123.714769 + Penalty 2095.627368 = -5614028.087401 nChanged 7 SP:Iteration 50Q (10575.026815 sec): 3 clusters Score: Raw -5616124.298739 + Penalty 2095.627368 = -5614028.671371 nChanged 6 SP:Iteration 51Q (10575.144813 sec): 3 clusters Score: Raw -5616124.777016 + Penalty 2095.627368 = -5614029.149648 nChanged 8 SP:Iteration 52Q (10575.254009 sec): 3 clusters Score: Raw -5616125.264806 + Penalty 2095.627368 = -5614029.637438 nChanged 5 SP:Iteration 53Q (10575.367214 sec): 3 clusters Score: Raw -5616125.529396 + Penalty 2095.627368 = -5614029.902028 nChanged 6 SP:Iteration 54Q (10575.490349 sec): 3 clusters Score: Raw -5616125.830252 + Penalty 2095.627368 = -5614030.202884 nChanged 4 SP:Iteration 55Q (10575.602731 sec): 3 clusters Score: Raw -5616126.087256 + Penalty 2095.627368 = -5614030.459888 nChanged 1 SP:Iteration 56Q (10575.722167 sec): 3 clusters Score: Raw -5616126.266588 + Penalty 2095.627368 = -5614030.639219 nChanged 4 SP:Iteration 57Q (10575.837286 sec): 3 clusters Score: Raw -5616126.614947 + Penalty 2095.627368 = -5614030.987579 nChanged 5 SP:Iteration 58Q (10575.956570 sec): 3 clusters Score: Raw -5616127.002816 + Penalty 2095.627368 = -5614031.375448 nChanged 4 SP:Iteration 59Q (10576.072489 sec): 3 clusters Score: Raw -5616127.106895 + Penalty 2095.627368 = -5614031.479526 nChanged 1 SP:Iteration 60F (10576.211147 sec): 3 clusters Score: Raw -5616127.126518 + Penalty 2095.627368 = -5614031.499150 nChanged 2 SP:Iteration 61Q (10576.313788 sec): 3 clusters Score: Raw -5616127.227793 + Penalty 2095.627368 = -5614031.600425 nChanged 3 SP:Iteration 62Q (10576.425814 sec): 3 clusters Score: Raw -5616127.352996 + Penalty 2095.627368 = -5614031.725628 nChanged 4 SP:Iteration 63Q (10576.539944 sec): 3 clusters Score: Raw -5616127.608927 + Penalty 2095.627368 = -5614031.981558 nChanged 8 SP:Iteration 64Q (10576.664537 sec): 3 clusters Score: Raw -5616128.158021 + Penalty 2095.627368 = -5614032.530653 nChanged 8 SP:Iteration 65Q (10576.768496 sec): 3 clusters Score: Raw -5616128.649442 + Penalty 2095.627368 = -5614033.022074 nChanged 7 SP:Iteration 66Q (10576.875998 sec): 3 clusters Score: Raw -5616128.979654 + Penalty 2095.627368 = -5614033.352285 nChanged 2 SP:Iteration 67Q (10576.968484 sec): 3 clusters Score: Raw -5616129.094160 + Penalty 2095.627368 = -5614033.466791 nChanged 4 SP:Iteration 68Q (10577.085461 sec): 3 clusters Score: Raw -5616129.439172 + Penalty 2095.627368 = -5614033.811804 nChanged 4 SP:Iteration 69Q (10577.197602 sec): 3 clusters Score: Raw -5616129.780085 + Penalty 2095.627368 = -5614034.152717 nChanged 5 SP:Iteration 70Q (10577.311491 sec): 3 clusters Score: Raw -5616130.096138 + Penalty 2095.627368 = -5614034.468769 nChanged 7 SP:Iteration 71Q (10577.425548 sec): 3 clusters Score: Raw -5616130.851884 + Penalty 2095.627368 = -5614035.224516 nChanged 10 SP:Iteration 72Q (10577.547282 sec): 3 clusters Score: Raw -5616131.550537 + Penalty 2095.627368 = -5614035.923169 nChanged 7 SP:Iteration 73Q (10577.652126 sec): 3 clusters Score: Raw -5616132.167038 + Penalty 2095.627368 = -5614036.539670 nChanged 14 SP:Iteration 74Q (10577.769313 sec): 3 clusters Score: Raw -5616133.520484 + Penalty 2095.627368 = -5614037.893116 nChanged 13 SP:Iteration 75Q (10577.876598 sec): 3 clusters Score: Raw -5616134.625346 + Penalty 2095.627368 = -5614038.997978 nChanged 12 SP:Iteration 76Q (10577.974857 sec): 3 clusters Score: Raw -5616135.632736 + Penalty 2095.627368 = -5614040.005368 nChanged 10 SP:Iteration 77Q (10578.067531 sec): 3 clusters Score: Raw -5616136.406103 + Penalty 2095.627368 = -5614040.778735 nChanged 15 SP:Iteration 78Q (10578.160953 sec): 3 clusters Score: Raw -5616137.439508 + Penalty 2095.627368 = -5614041.812140 nChanged 9 SP:Iteration 79Q (10578.269783 sec): 3 clusters Score: Raw -5616138.407366 + Penalty 2095.627368 = -5614042.779998 nChanged 13 SP:Iteration 80F (10578.392263 sec): 3 clusters Score: Raw -5616139.470790 + Penalty 2095.627368 = -5614043.843422 nChanged 12 SP:Iteration 81Q (10578.520723 sec): 3 clusters Score: Raw -5616140.694645 + Penalty 2095.627368 = -5614045.067277 nChanged 15 SP:Iteration 82Q (10578.628067 sec): 3 clusters Score: Raw -5616142.240425 + Penalty 2095.627368 = -5614046.613057 nChanged 12 SP:Iteration 83Q (10578.743097 sec): 3 clusters Score: Raw -5616143.319104 + Penalty 2095.627368 = -5614047.691736 nChanged 7 SP:Iteration 84Q (10578.844346 sec): 3 clusters Score: Raw -5616143.867194 + Penalty 2095.627368 = -5614048.239826 nChanged 9 SP:Iteration 85Q (10578.961115 sec): 3 clusters Score: Raw -5616144.551134 + Penalty 2095.627368 = -5614048.923765 nChanged 6 SP:Iteration 86Q (10579.075900 sec): 3 clusters Score: Raw -5616144.977438 + Penalty 2095.627368 = -5614049.350070 nChanged 4 SP:Iteration 87Q (10579.191914 sec): 3 clusters Score: Raw -5616145.127737 + Penalty 2095.627368 = -5614049.500369 nChanged 5 SP:Iteration 88Q (10579.307955 sec): 3 clusters Score: Raw -5616145.354876 + Penalty 2095.627368 = -5614049.727508 nChanged 5 SP:Iteration 89Q (10579.417767 sec): 3 clusters Score: Raw -5616145.792535 + Penalty 2095.627368 = -5614050.165167 nChanged 3 SP:Iteration 90Q (10579.537007 sec): 3 clusters Score: Raw -5616145.926746 + Penalty 2095.627368 = -5614050.299377 nChanged 1 SP:Iteration 91Q (10579.647949 sec): 3 clusters Score: Raw -5616146.036581 + Penalty 2095.627368 = -5614050.409213 nChanged 2 SP:Iteration 92Q (10579.748090 sec): 3 clusters Score: Raw -5616146.107821 + Penalty 2095.627368 = -5614050.480452 nChanged 1 SP:Iteration 93Q (10579.857706 sec): 3 clusters Score: Raw -5616146.139406 + Penalty 2095.627368 = -5614050.512037 nChanged 0 SP:Iteration 94F (10579.978939 sec): 3 clusters Score: Raw -5616146.139406 + Penalty 2095.627368 = -5614050.512037 nChanged 0 Trying to split cluster 19 (3586 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10580.001061 sec): 2 clusters Score: Raw -316445.176455 + Penalty 777.555302 = -315667.621152 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10580.050076 sec): 3 clusters Score: Raw -314543.740858 + Penalty 1555.110604 = -312988.630253 nChanged 1493 SP:Iteration 1F (10580.088098 sec): 3 clusters Score: Raw -315385.545416 + Penalty 1555.110604 = -313830.434812 nChanged 301 SP:Iteration 2F (10580.137244 sec): 3 clusters Score: Raw -315605.088967 + Penalty 1555.110604 = -314049.978362 nChanged 242 SP:Iteration 3F (10580.186052 sec): 3 clusters Score: Raw -315775.545999 + Penalty 1555.110604 = -314220.435395 nChanged 202 SP:Iteration 4F (10580.225914 sec): 3 clusters Score: Raw -315919.979831 + Penalty 1555.110604 = -314364.869226 nChanged 171 SP:Iteration 5Q (10580.279792 sec): 3 clusters Score: Raw -316073.333265 + Penalty 1555.110604 = -314518.222661 nChanged 181 SP:Iteration 6F (10580.335152 sec): 3 clusters Score: Raw -316265.639083 + Penalty 1555.110604 = -314710.528478 nChanged 146 SP:Iteration 7Q (10580.381667 sec): 3 clusters Score: Raw -316404.584086 + Penalty 1555.110604 = -314849.473482 nChanged 98 SP:Iteration 8Q (10580.431411 sec): 3 clusters Score: Raw -316491.246819 + Penalty 1555.110604 = -314936.136215 nChanged 86 SP:Iteration 9Q (10580.477215 sec): 3 clusters Score: Raw -316564.447712 + Penalty 1555.110604 = -315009.337108 nChanged 78 SP:Iteration 10Q (10580.522534 sec): 3 clusters Score: Raw -316613.130075 + Penalty 1555.110604 = -315058.019471 nChanged 68 SP:Iteration 11Q (10580.568082 sec): 3 clusters Score: Raw -316645.935722 + Penalty 1555.110604 = -315090.825118 nChanged 56 SP:Iteration 12Q (10580.618542 sec): 3 clusters Score: Raw -316666.853951 + Penalty 1555.110604 = -315111.743347 nChanged 44 SP:Iteration 13Q (10580.669326 sec): 3 clusters Score: Raw -316679.873331 + Penalty 1555.110604 = -315124.762727 nChanged 37 SP:Iteration 14Q (10580.720792 sec): 3 clusters Score: Raw -316691.700217 + Penalty 1555.110604 = -315136.589613 nChanged 30 SP:Iteration 15Q (10580.772284 sec): 3 clusters Score: Raw -316703.712247 + Penalty 1555.110604 = -315148.601642 nChanged 24 SP:Iteration 16Q (10580.824186 sec): 3 clusters Score: Raw -316714.961576 + Penalty 1555.110604 = -315159.850972 nChanged 25 SP:Iteration 17Q (10580.876758 sec): 3 clusters Score: Raw -316721.623368 + Penalty 1555.110604 = -315166.512764 nChanged 17 SP:Iteration 18Q (10580.918218 sec): 3 clusters Score: Raw -316726.467839 + Penalty 1555.110604 = -315171.357234 nChanged 18 SP:Iteration 19Q (10580.969611 sec): 3 clusters Score: Raw -316732.635964 + Penalty 1555.110604 = -315177.525359 nChanged 19 SP:Iteration 20F (10581.021392 sec): 3 clusters Score: Raw -316738.304768 + Penalty 1555.110604 = -315183.194164 nChanged 16 SP:Iteration 21Q (10581.072650 sec): 3 clusters Score: Raw -316741.847260 + Penalty 1555.110604 = -315186.736655 nChanged 11 SP:Iteration 22Q (10581.123947 sec): 3 clusters Score: Raw -316744.795874 + Penalty 1555.110604 = -315189.685270 nChanged 12 SP:Iteration 23Q (10581.169793 sec): 3 clusters Score: Raw -316747.321978 + Penalty 1555.110604 = -315192.211374 nChanged 12 SP:Iteration 24Q (10581.221177 sec): 3 clusters Score: Raw -316750.510719 + Penalty 1555.110604 = -315195.400115 nChanged 12 SP:Iteration 25Q (10581.269109 sec): 3 clusters Score: Raw -316754.610039 + Penalty 1555.110604 = -315199.499434 nChanged 16 SP:Iteration 26Q (10581.311510 sec): 3 clusters Score: Raw -316759.040559 + Penalty 1555.110604 = -315203.929955 nChanged 14 SP:Iteration 27Q (10581.374592 sec): 3 clusters Score: Raw -316762.988450 + Penalty 1555.110604 = -315207.877846 nChanged 14 SP:Iteration 28Q (10581.404175 sec): 3 clusters Score: Raw -316768.201743 + Penalty 1555.110604 = -315213.091139 nChanged 22 SP:Iteration 29Q (10581.455948 sec): 3 clusters Score: Raw -316773.875642 + Penalty 1555.110604 = -315218.765038 nChanged 24 SP:Iteration 30Q (10581.496615 sec): 3 clusters Score: Raw -316780.776334 + Penalty 1555.110604 = -315225.665730 nChanged 23 SP:Iteration 31Q (10581.552334 sec): 3 clusters Score: Raw -316787.762610 + Penalty 1555.110604 = -315232.652006 nChanged 22 SP:Iteration 32Q (10581.611930 sec): 3 clusters Score: Raw -316792.443281 + Penalty 1555.110604 = -315237.332677 nChanged 13 SP:Iteration 33Q (10581.652723 sec): 3 clusters Score: Raw -316796.702715 + Penalty 1555.110604 = -315241.592111 nChanged 17 SP:Iteration 34Q (10581.704885 sec): 3 clusters Score: Raw -316801.865224 + Penalty 1555.110604 = -315246.754619 nChanged 25 SP:Iteration 35Q (10581.757771 sec): 3 clusters Score: Raw -316807.914378 + Penalty 1555.110604 = -315252.803773 nChanged 27 SP:Iteration 36Q (10581.809883 sec): 3 clusters Score: Raw -316815.581104 + Penalty 1555.110604 = -315260.470499 nChanged 22 SP:Iteration 37Q (10581.862027 sec): 3 clusters Score: Raw -316822.251217 + Penalty 1555.110604 = -315267.140612 nChanged 22 SP:Iteration 38Q (10581.913767 sec): 3 clusters Score: Raw -316827.992665 + Penalty 1555.110604 = -315272.882061 nChanged 24 SP:Iteration 39Q (10581.954960 sec): 3 clusters Score: Raw -316834.668317 + Penalty 1555.110604 = -315279.557712 nChanged 19 SP:Iteration 40F (10582.006634 sec): 3 clusters Score: Raw -316839.229209 + Penalty 1555.110604 = -315284.118605 nChanged 21 SP:Iteration 41Q (10582.064406 sec): 3 clusters Score: Raw -316844.835180 + Penalty 1555.110604 = -315289.724576 nChanged 25 SP:Iteration 42Q (10582.105143 sec): 3 clusters Score: Raw -316852.701032 + Penalty 1555.110604 = -315297.590428 nChanged 27 SP:Iteration 43Q (10582.156447 sec): 3 clusters Score: Raw -316859.569129 + Penalty 1555.110604 = -315304.458525 nChanged 18 SP:Iteration 44Q (10582.200908 sec): 3 clusters Score: Raw -316864.355610 + Penalty 1555.110604 = -315309.245006 nChanged 20 SP:Iteration 45Q (10582.252455 sec): 3 clusters Score: Raw -316871.066891 + Penalty 1555.110604 = -315315.956287 nChanged 28 SP:Iteration 46Q (10582.303945 sec): 3 clusters Score: Raw -316878.203288 + Penalty 1555.110604 = -315323.092684 nChanged 21 SP:Iteration 47Q (10582.355203 sec): 3 clusters Score: Raw -316882.866714 + Penalty 1555.110604 = -315327.756109 nChanged 18 SP:Iteration 48Q (10582.406651 sec): 3 clusters Score: Raw -316886.195772 + Penalty 1555.110604 = -315331.085167 nChanged 12 SP:Iteration 49Q (10582.452207 sec): 3 clusters Score: Raw -316888.224733 + Penalty 1555.110604 = -315333.114129 nChanged 8 SP:Iteration 50Q (10582.503508 sec): 3 clusters Score: Raw -316889.368567 + Penalty 1555.110604 = -315334.257963 nChanged 5 SP:Iteration 51Q (10582.549839 sec): 3 clusters Score: Raw -316890.034408 + Penalty 1555.110604 = -315334.923804 nChanged 3 SP:Iteration 52Q (10582.601459 sec): 3 clusters Score: Raw -316890.473427 + Penalty 1555.110604 = -315335.362823 nChanged 5 SP:Iteration 53Q (10582.642323 sec): 3 clusters Score: Raw -316891.266110 + Penalty 1555.110604 = -315336.155506 nChanged 5 SP:Iteration 54Q (10582.693973 sec): 3 clusters Score: Raw -316891.874912 + Penalty 1555.110604 = -315336.764308 nChanged 5 SP:Iteration 55Q (10582.742536 sec): 3 clusters Score: Raw -316893.170829 + Penalty 1555.110604 = -315338.060225 nChanged 10 SP:Iteration 56Q (10582.782109 sec): 3 clusters Score: Raw -316895.343341 + Penalty 1555.110604 = -315340.232737 nChanged 6 SP:Iteration 57Q (10582.833817 sec): 3 clusters Score: Raw -316896.413117 + Penalty 1555.110604 = -315341.302513 nChanged 7 SP:Iteration 58Q (10582.879827 sec): 3 clusters Score: Raw -316897.607190 + Penalty 1555.110604 = -315342.496586 nChanged 7 SP:Iteration 59Q (10582.927647 sec): 3 clusters Score: Raw -316898.519937 + Penalty 1555.110604 = -315343.409333 nChanged 6 SP:Iteration 60F (10582.976097 sec): 3 clusters Score: Raw -316899.312101 + Penalty 1555.110604 = -315344.201497 nChanged 8 SP:Iteration 61Q (10583.021706 sec): 3 clusters Score: Raw -316900.718686 + Penalty 1555.110604 = -315345.608082 nChanged 10 SP:Iteration 62Q (10583.069164 sec): 3 clusters Score: Raw -316902.353238 + Penalty 1555.110604 = -315347.242634 nChanged 6 SP:Iteration 63Q (10583.115028 sec): 3 clusters Score: Raw -316902.957869 + Penalty 1555.110604 = -315347.847265 nChanged 6 SP:Iteration 64Q (10583.160576 sec): 3 clusters Score: Raw -316904.006276 + Penalty 1555.110604 = -315348.895672 nChanged 10 SP:Iteration 65Q (10583.208499 sec): 3 clusters Score: Raw -316905.293709 + Penalty 1555.110604 = -315350.183104 nChanged 3 SP:Iteration 66Q (10583.246237 sec): 3 clusters Score: Raw -316905.598129 + Penalty 1555.110604 = -315350.487524 nChanged 1 SP:Iteration 67Q (10583.292394 sec): 3 clusters Score: Raw -316905.741171 + Penalty 1555.110604 = -315350.630566 nChanged 3 SP:Iteration 68Q (10583.341252 sec): 3 clusters Score: Raw -316906.010142 + Penalty 1555.110604 = -315350.899537 nChanged 1 SP:Iteration 69Q (10583.379620 sec): 3 clusters Score: Raw -316906.237869 + Penalty 1555.110604 = -315351.127265 nChanged 0 SP:Iteration 70F (10583.433801 sec): 3 clusters Score: Raw -316906.237869 + Penalty 1555.110604 = -315351.127265 nChanged 0 Trying to split cluster 20 (6501 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10583.458824 sec): 2 clusters Score: Raw -534488.092152 + Penalty 834.072573 = -533654.019579 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10583.518182 sec): 3 clusters Score: Raw -530915.558542 + Penalty 1668.145145 = -529247.413397 nChanged 2835 SP:Iteration 1F (10583.564304 sec): 3 clusters Score: Raw -532784.817568 + Penalty 1668.145145 = -531116.672423 nChanged 568 SP:Iteration 2F (10583.619386 sec): 3 clusters Score: Raw -533233.429729 + Penalty 1668.145145 = -531565.284584 nChanged 519 SP:Iteration 3F (10583.673040 sec): 3 clusters Score: Raw -533598.982809 + Penalty 1668.145145 = -531930.837664 nChanged 434 SP:Iteration 4F (10583.733606 sec): 3 clusters Score: Raw -533890.661622 + Penalty 1668.145145 = -532222.516477 nChanged 373 SP:Iteration 5F (10583.779480 sec): 3 clusters Score: Raw -534128.381370 + Penalty 1668.145145 = -532460.236224 nChanged 298 SP:Iteration 6Q (10583.834066 sec): 3 clusters Score: Raw -534320.345580 + Penalty 1668.145145 = -532652.200435 nChanged 244 SP:Iteration 7Q (10583.885533 sec): 3 clusters Score: Raw -534460.983383 + Penalty 1668.145145 = -532792.838238 nChanged 202 SP:Iteration 8Q (10583.938145 sec): 3 clusters Score: Raw -534556.544799 + Penalty 1668.145145 = -532888.399654 nChanged 166 SP:Iteration 9Q (10583.993210 sec): 3 clusters Score: Raw -534623.245239 + Penalty 1668.145145 = -532955.100094 nChanged 129 SP:Iteration 10Q (10584.046989 sec): 3 clusters Score: Raw -534675.229581 + Penalty 1668.145145 = -533007.084436 nChanged 112 SP:Iteration 11Q (10584.097783 sec): 3 clusters Score: Raw -534717.783656 + Penalty 1668.145145 = -533049.638510 nChanged 88 SP:Iteration 12Q (10584.151674 sec): 3 clusters Score: Raw -534759.495311 + Penalty 1668.145145 = -533091.350166 nChanged 78 SP:Iteration 13Q (10584.204372 sec): 3 clusters Score: Raw -534793.535594 + Penalty 1668.145145 = -533125.390449 nChanged 83 SP:Iteration 14Q (10584.256465 sec): 3 clusters Score: Raw -534826.560918 + Penalty 1668.145145 = -533158.415773 nChanged 78 SP:Iteration 15Q (10584.315261 sec): 3 clusters Score: Raw -534858.392259 + Penalty 1668.145145 = -533190.247114 nChanged 69 SP:Iteration 16Q (10584.368347 sec): 3 clusters Score: Raw -534907.514287 + Penalty 1668.145145 = -533239.369142 nChanged 66 SP:Iteration 17Q (10584.419259 sec): 3 clusters Score: Raw -534940.788545 + Penalty 1668.145145 = -533272.643400 nChanged 79 SP:Iteration 18Q (10584.472728 sec): 3 clusters Score: Raw -534982.208313 + Penalty 1668.145145 = -533314.063168 nChanged 79 SP:Iteration 19Q (10584.513911 sec): 3 clusters Score: Raw -535010.604763 + Penalty 1668.145145 = -533342.459618 nChanged 67 SP:Iteration 20F (10584.566460 sec): 3 clusters Score: Raw -535056.811785 + Penalty 1668.145145 = -533388.666640 nChanged 67 SP:Iteration 21Q (10584.614158 sec): 3 clusters Score: Raw -535098.208957 + Penalty 1668.145145 = -533430.063812 nChanged 65 SP:Iteration 22Q (10584.666535 sec): 3 clusters Score: Raw -535117.087158 + Penalty 1668.145145 = -533448.942012 nChanged 49 SP:Iteration 23Q (10584.719634 sec): 3 clusters Score: Raw -535129.469556 + Penalty 1668.145145 = -533461.324411 nChanged 40 SP:Iteration 24Q (10584.770747 sec): 3 clusters Score: Raw -535137.893983 + Penalty 1668.145145 = -533469.748838 nChanged 35 SP:Iteration 25Q (10584.817816 sec): 3 clusters Score: Raw -535143.480612 + Penalty 1668.145145 = -533475.335466 nChanged 21 SP:Iteration 26Q (10584.874235 sec): 3 clusters Score: Raw -535146.887075 + Penalty 1668.145145 = -533478.741930 nChanged 23 SP:Iteration 27Q (10584.926084 sec): 3 clusters Score: Raw -535150.274066 + Penalty 1668.145145 = -533482.128921 nChanged 16 SP:Iteration 28Q (10584.985510 sec): 3 clusters Score: Raw -535152.345019 + Penalty 1668.145145 = -533484.199874 nChanged 12 SP:Iteration 29Q (10585.041877 sec): 3 clusters Score: Raw -535155.328111 + Penalty 1668.145145 = -533487.182966 nChanged 11 SP:Iteration 30Q (10585.086770 sec): 3 clusters Score: Raw -535157.469547 + Penalty 1668.145145 = -533489.324402 nChanged 13 SP:Iteration 31Q (10585.143696 sec): 3 clusters Score: Raw -535158.993719 + Penalty 1668.145145 = -533490.848573 nChanged 5 SP:Iteration 32Q (10585.184876 sec): 3 clusters Score: Raw -535159.986867 + Penalty 1668.145145 = -533491.841722 nChanged 5 SP:Iteration 33Q (10585.235865 sec): 3 clusters Score: Raw -535160.775278 + Penalty 1668.145145 = -533492.630133 nChanged 6 SP:Iteration 34Q (10585.299436 sec): 3 clusters Score: Raw -535161.936279 + Penalty 1668.145145 = -533493.791134 nChanged 12 SP:Iteration 35Q (10585.350492 sec): 3 clusters Score: Raw -535163.838849 + Penalty 1668.145145 = -533495.693704 nChanged 11 SP:Iteration 36Q (10585.405865 sec): 3 clusters Score: Raw -535166.106484 + Penalty 1668.145145 = -533497.961339 nChanged 14 SP:Iteration 37Q (10585.449821 sec): 3 clusters Score: Raw -535168.054962 + Penalty 1668.145145 = -533499.909817 nChanged 8 SP:Iteration 38Q (10585.501738 sec): 3 clusters Score: Raw -535170.086401 + Penalty 1668.145145 = -533501.941256 nChanged 12 SP:Iteration 39Q (10585.552843 sec): 3 clusters Score: Raw -535173.689566 + Penalty 1668.145145 = -533505.544421 nChanged 16 SP:Iteration 40F (10585.617707 sec): 3 clusters Score: Raw -535179.937974 + Penalty 1668.145145 = -533511.792829 nChanged 21 SP:Iteration 41Q (10585.662120 sec): 3 clusters Score: Raw -535183.694680 + Penalty 1668.145145 = -533515.549534 nChanged 15 SP:Iteration 42Q (10585.726923 sec): 3 clusters Score: Raw -535186.906454 + Penalty 1668.145145 = -533518.761309 nChanged 14 SP:Iteration 43Q (10585.768296 sec): 3 clusters Score: Raw -535189.333249 + Penalty 1668.145145 = -533521.188103 nChanged 16 SP:Iteration 44Q (10585.818606 sec): 3 clusters Score: Raw -535191.494440 + Penalty 1668.145145 = -533523.349294 nChanged 11 SP:Iteration 45Q (10585.866647 sec): 3 clusters Score: Raw -535192.591742 + Penalty 1668.145145 = -533524.446597 nChanged 6 SP:Iteration 46Q (10585.929043 sec): 3 clusters Score: Raw -535193.314731 + Penalty 1668.145145 = -533525.169586 nChanged 5 SP:Iteration 47Q (10585.985379 sec): 3 clusters Score: Raw -535193.875480 + Penalty 1668.145145 = -533525.730335 nChanged 5 SP:Iteration 48Q (10586.032052 sec): 3 clusters Score: Raw -535194.357162 + Penalty 1668.145145 = -533526.212017 nChanged 7 SP:Iteration 49Q (10586.082668 sec): 3 clusters Score: Raw -535195.297269 + Penalty 1668.145145 = -533527.152123 nChanged 4 SP:Iteration 50Q (10586.136073 sec): 3 clusters Score: Raw -535195.716696 + Penalty 1668.145145 = -533527.571550 nChanged 1 SP:Iteration 51Q (10586.192942 sec): 3 clusters Score: Raw -535195.754549 + Penalty 1668.145145 = -533527.609403 nChanged 1 SP:Iteration 52Q (10586.249489 sec): 3 clusters Score: Raw -535195.894145 + Penalty 1668.145145 = -533527.749000 nChanged 2 SP:Iteration 53Q (10586.291562 sec): 3 clusters Score: Raw -535196.153127 + Penalty 1668.145145 = -533528.007982 nChanged 3 SP:Iteration 54Q (10586.346023 sec): 3 clusters Score: Raw -535196.791363 + Penalty 1668.145145 = -533528.646218 nChanged 3 SP:Iteration 55Q (10586.406115 sec): 3 clusters Score: Raw -535197.039862 + Penalty 1668.145145 = -533528.894717 nChanged 2 SP:Iteration 56Q (10586.448407 sec): 3 clusters Score: Raw -535197.123223 + Penalty 1668.145145 = -533528.978078 nChanged 2 SP:Iteration 57Q (10586.497544 sec): 3 clusters Score: Raw -535197.245460 + Penalty 1668.145145 = -533529.100315 nChanged 1 SP:Iteration 58Q (10586.558491 sec): 3 clusters Score: Raw -535197.293225 + Penalty 1668.145145 = -533529.148080 nChanged 1 SP:Iteration 59Q (10586.606094 sec): 3 clusters Score: Raw -535197.337431 + Penalty 1668.145145 = -533529.192286 nChanged 1 SP:Iteration 60F (10586.649385 sec): 3 clusters Score: Raw -535197.407708 + Penalty 1668.145145 = -533529.262563 nChanged 0 Trying to split cluster 21 (145386 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10586.831145 sec): 2 clusters Score: Raw -13909494.203970 + Penalty 1129.279018 = -13908364.924953 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10587.056353 sec): 3 clusters Score: Raw -13813050.227018 + Penalty 2258.558035 = -13810791.668983 nChanged 70486 SP:Iteration 1F (10587.286785 sec): 3 clusters Score: Raw -13857777.625967 + Penalty 2258.558035 = -13855519.067932 nChanged 7177 SP:Iteration 2Q (10587.516798 sec): 3 clusters Score: Raw -13861039.862875 + Penalty 2258.558035 = -13858781.304840 nChanged 8196 SP:Iteration 3F (10587.737810 sec): 3 clusters Score: Raw -13865572.609501 + Penalty 2258.558035 = -13863314.051466 nChanged 9041 SP:Iteration 4F (10587.957678 sec): 3 clusters Score: Raw -13871235.576262 + Penalty 2258.558035 = -13868977.018227 nChanged 9304 SP:Iteration 5F (10588.185571 sec): 3 clusters Score: Raw -13877318.615140 + Penalty 2258.558035 = -13875060.057105 nChanged 8692 SP:Iteration 6F (10588.403294 sec): 3 clusters Score: Raw -13882492.772717 + Penalty 2258.558035 = -13880234.214682 nChanged 7072 SP:Iteration 7Q (10588.632619 sec): 3 clusters Score: Raw -13885915.099333 + Penalty 2258.558035 = -13883656.541298 nChanged 5263 SP:Iteration 8Q (10588.850600 sec): 3 clusters Score: Raw -13887763.279417 + Penalty 2258.558035 = -13885504.721382 nChanged 3370 SP:Iteration 9Q (10589.077907 sec): 3 clusters Score: Raw -13888607.659701 + Penalty 2258.558035 = -13886349.101666 nChanged 2339 SP:Iteration 10Q (10589.301373 sec): 3 clusters Score: Raw -13889069.700192 + Penalty 2258.558035 = -13886811.142157 nChanged 1776 SP:Iteration 11Q (10589.540245 sec): 3 clusters Score: Raw -13889425.868781 + Penalty 2258.558035 = -13887167.310746 nChanged 1721 SP:Iteration 12Q (10589.782588 sec): 3 clusters Score: Raw -13889779.851141 + Penalty 2258.558035 = -13887521.293106 nChanged 1715 SP:Iteration 13Q (10590.019008 sec): 3 clusters Score: Raw -13890118.635348 + Penalty 2258.558035 = -13887860.077313 nChanged 1673 SP:Iteration 14Q (10590.224898 sec): 3 clusters Score: Raw -13890447.419583 + Penalty 2258.558035 = -13888188.861548 nChanged 1617 SP:Iteration 15Q (10590.457436 sec): 3 clusters Score: Raw -13890767.736526 + Penalty 2258.558035 = -13888509.178491 nChanged 1697 SP:Iteration 16Q (10590.673051 sec): 3 clusters Score: Raw -13891117.594542 + Penalty 2258.558035 = -13888859.036507 nChanged 1734 SP:Iteration 17Q (10590.909003 sec): 3 clusters Score: Raw -13891496.537667 + Penalty 2258.558035 = -13889237.979632 nChanged 1750 SP:Iteration 18Q (10591.139961 sec): 3 clusters Score: Raw -13891887.450249 + Penalty 2258.558035 = -13889628.892213 nChanged 1871 SP:Iteration 19Q (10591.366419 sec): 3 clusters Score: Raw -13892327.940125 + Penalty 2258.558035 = -13890069.382090 nChanged 1939 SP:Iteration 20F (10591.594117 sec): 3 clusters Score: Raw -13892811.140397 + Penalty 2258.558035 = -13890552.582362 nChanged 2010 SP:Iteration 21Q (10591.822022 sec): 3 clusters Score: Raw -13893326.982398 + Penalty 2258.558035 = -13891068.424363 nChanged 2083 SP:Iteration 22Q (10592.050527 sec): 3 clusters Score: Raw -13893906.254078 + Penalty 2258.558035 = -13891647.696043 nChanged 2193 SP:Iteration 23Q (10592.287524 sec): 3 clusters Score: Raw -13894555.568433 + Penalty 2258.558035 = -13892297.010398 nChanged 2288 SP:Iteration 24Q (10592.516085 sec): 3 clusters Score: Raw -13895283.349878 + Penalty 2258.558035 = -13893024.791843 nChanged 2396 SP:Iteration 25Q (10592.733157 sec): 3 clusters Score: Raw -13896100.979072 + Penalty 2258.558035 = -13893842.421037 nChanged 2503 SP:Iteration 26Q (10592.969523 sec): 3 clusters Score: Raw -13896986.788189 + Penalty 2258.558035 = -13894728.230153 nChanged 2502 SP:Iteration 27Q (10593.193971 sec): 3 clusters Score: Raw -13897926.753203 + Penalty 2258.558035 = -13895668.195168 nChanged 2526 SP:Iteration 28Q (10593.399467 sec): 3 clusters Score: Raw -13898919.519922 + Penalty 2258.558035 = -13896660.961887 nChanged 2453 SP:Iteration 29Q (10593.616167 sec): 3 clusters Score: Raw -13899935.777750 + Penalty 2258.558035 = -13897677.219715 nChanged 2347 SP:Iteration 30Q (10593.822576 sec): 3 clusters Score: Raw -13900950.407437 + Penalty 2258.558035 = -13898691.849402 nChanged 2274 SP:Iteration 31Q (10594.034783 sec): 3 clusters Score: Raw -13901948.406845 + Penalty 2258.558035 = -13899689.848810 nChanged 2106 SP:Iteration 32Q (10594.246919 sec): 3 clusters Score: Raw -13902902.026605 + Penalty 2258.558035 = -13900643.468570 nChanged 1975 SP:Iteration 33Q (10594.457093 sec): 3 clusters Score: Raw -13903828.592143 + Penalty 2258.558035 = -13901570.034108 nChanged 1835 SP:Iteration 34Q (10594.667057 sec): 3 clusters Score: Raw -13904685.737768 + Penalty 2258.558035 = -13902427.179733 nChanged 1663 SP:Iteration 35Q (10594.885763 sec): 3 clusters Score: Raw -13905466.486800 + Penalty 2258.558035 = -13903207.928765 nChanged 1507 SP:Iteration 36Q (10595.098557 sec): 3 clusters Score: Raw -13906162.172759 + Penalty 2258.558035 = -13903903.614723 nChanged 1374 SP:Iteration 37Q (10595.316329 sec): 3 clusters Score: Raw -13906785.504440 + Penalty 2258.558035 = -13904526.946405 nChanged 1216 SP:Iteration 38Q (10595.513665 sec): 3 clusters Score: Raw -13907288.408510 + Penalty 2258.558035 = -13905029.850475 nChanged 1006 SP:Iteration 39Q (10595.724181 sec): 3 clusters Score: Raw -13907679.109268 + Penalty 2258.558035 = -13905420.551233 nChanged 832 SP:Iteration 40F (10595.954782 sec): 3 clusters Score: Raw -13908101.218682 + Penalty 2258.558035 = -13905842.660647 nChanged 867 SP:Iteration 41Q (10596.172228 sec): 3 clusters Score: Raw -13908465.589919 + Penalty 2258.558035 = -13906207.031884 nChanged 847 SP:Iteration 42Q (10596.386383 sec): 3 clusters Score: Raw -13908736.958464 + Penalty 2258.558035 = -13906478.400429 nChanged 704 SP:Iteration 43Q (10596.593018 sec): 3 clusters Score: Raw -13908924.128684 + Penalty 2258.558035 = -13906665.570649 nChanged 662 SP:Iteration 44Q (10596.799591 sec): 3 clusters Score: Raw -13909079.690277 + Penalty 2258.558035 = -13906821.132242 nChanged 572 SP:Iteration 45Q (10597.009537 sec): 3 clusters Score: Raw -13909199.580897 + Penalty 2258.558035 = -13906941.022862 nChanged 520 SP:Iteration 46Q (10597.214818 sec): 3 clusters Score: Raw -13909299.437874 + Penalty 2258.558035 = -13907040.879839 nChanged 435 SP:Iteration 47Q (10597.399204 sec): 3 clusters Score: Raw -13909376.696751 + Penalty 2258.558035 = -13907118.138716 nChanged 425 SP:Iteration 48Q (10597.594903 sec): 3 clusters Score: Raw -13909447.964567 + Penalty 2258.558035 = -13907189.406532 nChanged 412 SP:Iteration 49Q (10597.802965 sec): 3 clusters Score: Raw -13909513.926771 + Penalty 2258.558035 = -13907255.368736 nChanged 377 SP:Iteration 50Q (10597.994166 sec): 3 clusters Score: Raw -13909568.124338 + Penalty 2258.558035 = -13907309.566303 nChanged 368 SP:Iteration 51Q (10598.200550 sec): 3 clusters Score: Raw -13909621.216866 + Penalty 2258.558035 = -13907362.658830 nChanged 340 SP:Iteration 52Q (10598.407634 sec): 3 clusters Score: Raw -13909667.035202 + Penalty 2258.558035 = -13907408.477167 nChanged 333 SP:Iteration 53Q (10598.607576 sec): 3 clusters Score: Raw -13909713.926054 + Penalty 2258.558035 = -13907455.368019 nChanged 340 SP:Iteration 54Q (10598.818622 sec): 3 clusters Score: Raw -13909759.670582 + Penalty 2258.558035 = -13907501.112547 nChanged 305 SP:Iteration 55Q (10599.002971 sec): 3 clusters Score: Raw -13909796.817181 + Penalty 2258.558035 = -13907538.259146 nChanged 275 SP:Iteration 56Q (10599.206990 sec): 3 clusters Score: Raw -13909830.229245 + Penalty 2258.558035 = -13907571.671210 nChanged 268 SP:Iteration 57Q (10599.406033 sec): 3 clusters Score: Raw -13909861.607339 + Penalty 2258.558035 = -13907603.049304 nChanged 235 SP:Iteration 58Q (10599.593611 sec): 3 clusters Score: Raw -13909886.785887 + Penalty 2258.558035 = -13907628.227852 nChanged 211 SP:Iteration 59Q (10599.785263 sec): 3 clusters Score: Raw -13909908.775553 + Penalty 2258.558035 = -13907650.217517 nChanged 212 SP:Iteration 60F (10599.991790 sec): 3 clusters Score: Raw -13909930.654303 + Penalty 2258.558035 = -13907672.096268 nChanged 198 SP:Iteration 61Q (10600.185805 sec): 3 clusters Score: Raw -13909949.832589 + Penalty 2258.558035 = -13907691.274554 nChanged 214 SP:Iteration 62Q (10600.369741 sec): 3 clusters Score: Raw -13909970.972348 + Penalty 2258.558035 = -13907712.414313 nChanged 199 SP:Iteration 63Q (10600.570132 sec): 3 clusters Score: Raw -13909989.971958 + Penalty 2258.558035 = -13907731.413922 nChanged 177 SP:Iteration 64Q (10600.765518 sec): 3 clusters Score: Raw -13910004.652874 + Penalty 2258.558035 = -13907746.094839 nChanged 144 SP:Iteration 65Q (10600.962973 sec): 3 clusters Score: Raw -13910015.388033 + Penalty 2258.558035 = -13907756.829998 nChanged 145 SP:Iteration 66Q (10601.165123 sec): 3 clusters Score: Raw -13910026.968494 + Penalty 2258.558035 = -13907768.410459 nChanged 153 SP:Iteration 67Q (10601.346433 sec): 3 clusters Score: Raw -13910039.656502 + Penalty 2258.558035 = -13907781.098467 nChanged 132 SP:Iteration 68Q (10601.524169 sec): 3 clusters Score: Raw -13910049.335288 + Penalty 2258.558035 = -13907790.777253 nChanged 118 SP:Iteration 69Q (10601.730858 sec): 3 clusters Score: Raw -13910056.834005 + Penalty 2258.558035 = -13907798.275970 nChanged 103 SP:Iteration 70Q (10601.924594 sec): 3 clusters Score: Raw -13910062.844115 + Penalty 2258.558035 = -13907804.286080 nChanged 104 SP:Iteration 71Q (10602.137965 sec): 3 clusters Score: Raw -13910070.439172 + Penalty 2258.558035 = -13907811.881136 nChanged 96 SP:Iteration 72Q (10602.341403 sec): 3 clusters Score: Raw -13910076.529379 + Penalty 2258.558035 = -13907817.971344 nChanged 91 SP:Iteration 73Q (10602.546586 sec): 3 clusters Score: Raw -13910082.239576 + Penalty 2258.558035 = -13907823.681541 nChanged 89 SP:Iteration 74Q (10602.747142 sec): 3 clusters Score: Raw -13910087.507087 + Penalty 2258.558035 = -13907828.949051 nChanged 77 SP:Iteration 75Q (10602.946963 sec): 3 clusters Score: Raw -13910091.713927 + Penalty 2258.558035 = -13907833.155892 nChanged 73 SP:Iteration 76Q (10603.146684 sec): 3 clusters Score: Raw -13910095.464540 + Penalty 2258.558035 = -13907836.906505 nChanged 74 SP:Iteration 77Q (10603.345118 sec): 3 clusters Score: Raw -13910099.087815 + Penalty 2258.558035 = -13907840.529780 nChanged 69 SP:Iteration 78Q (10603.546801 sec): 3 clusters Score: Raw -13910103.133069 + Penalty 2258.558035 = -13907844.575034 nChanged 64 SP:Iteration 79Q (10603.748299 sec): 3 clusters Score: Raw -13910106.742155 + Penalty 2258.558035 = -13907848.184120 nChanged 52 SP:Iteration 80F (10603.977779 sec): 3 clusters Score: Raw -13910110.088292 + Penalty 2258.558035 = -13907851.530257 nChanged 51 SP:Iteration 81Q (10604.167325 sec): 3 clusters Score: Raw -13910113.442394 + Penalty 2258.558035 = -13907854.884359 nChanged 61 SP:Iteration 82Q (10604.359967 sec): 3 clusters Score: Raw -13910117.322636 + Penalty 2258.558035 = -13907858.764601 nChanged 71 SP:Iteration 83Q (10604.556954 sec): 3 clusters Score: Raw -13910121.638104 + Penalty 2258.558035 = -13907863.080069 nChanged 74 SP:Iteration 84Q (10604.753072 sec): 3 clusters Score: Raw -13910126.965729 + Penalty 2258.558035 = -13907868.407694 nChanged 75 SP:Iteration 85Q (10604.943911 sec): 3 clusters Score: Raw -13910131.594684 + Penalty 2258.558035 = -13907873.036649 nChanged 64 SP:Iteration 86Q (10605.134492 sec): 3 clusters Score: Raw -13910135.440232 + Penalty 2258.558035 = -13907876.882197 nChanged 67 SP:Iteration 87Q (10605.320077 sec): 3 clusters Score: Raw -13910139.238452 + Penalty 2258.558035 = -13907880.680416 nChanged 63 SP:Iteration 88Q (10605.502254 sec): 3 clusters Score: Raw -13910142.333123 + Penalty 2258.558035 = -13907883.775088 nChanged 54 SP:Iteration 89Q (10605.680160 sec): 3 clusters Score: Raw -13910144.906779 + Penalty 2258.558035 = -13907886.348744 nChanged 47 SP:Iteration 90Q (10605.889376 sec): 3 clusters Score: Raw -13910147.104099 + Penalty 2258.558035 = -13907888.546064 nChanged 37 SP:Iteration 91Q (10606.083965 sec): 3 clusters Score: Raw -13910148.516931 + Penalty 2258.558035 = -13907889.958896 nChanged 37 SP:Iteration 92Q (10606.276494 sec): 3 clusters Score: Raw -13910149.877562 + Penalty 2258.558035 = -13907891.319526 nChanged 36 SP:Iteration 93Q (10606.479295 sec): 3 clusters Score: Raw -13910151.229886 + Penalty 2258.558035 = -13907892.671851 nChanged 32 SP:Iteration 94Q (10606.674728 sec): 3 clusters Score: Raw -13910152.440039 + Penalty 2258.558035 = -13907893.882004 nChanged 32 SP:Iteration 95Q (10606.871633 sec): 3 clusters Score: Raw -13910153.652904 + Penalty 2258.558035 = -13907895.094868 nChanged 26 SP:Iteration 96Q (10607.075715 sec): 3 clusters Score: Raw -13910154.485251 + Penalty 2258.558035 = -13907895.927216 nChanged 15 SP:Iteration 97Q (10607.277481 sec): 3 clusters Score: Raw -13910155.050163 + Penalty 2258.558035 = -13907896.492128 nChanged 15 SP:Iteration 98Q (10607.464242 sec): 3 clusters Score: Raw -13910155.455259 + Penalty 2258.558035 = -13907896.897224 nChanged 13 SP:Iteration 99Q (10607.666920 sec): 3 clusters Score: Raw -13910155.810474 + Penalty 2258.558035 = -13907897.252439 nChanged 13 SP:Iteration 100F (10607.886460 sec): 3 clusters Score: Raw -13910156.177254 + Penalty 2258.558035 = -13907897.619219 nChanged 15 SP:Iteration 101Q (10608.086174 sec): 3 clusters Score: Raw -13910156.582747 + Penalty 2258.558035 = -13907898.024712 nChanged 11 SP:Iteration 102Q (10608.259939 sec): 3 clusters Score: Raw -13910156.904793 + Penalty 2258.558035 = -13907898.346758 nChanged 9 SP:Iteration 103Q (10608.468037 sec): 3 clusters Score: Raw -13910157.201945 + Penalty 2258.558035 = -13907898.643910 nChanged 12 SP:Iteration 104Q (10608.663388 sec): 3 clusters Score: Raw -13910157.528528 + Penalty 2258.558035 = -13907898.970493 nChanged 7 SP:Iteration 105Q (10608.865491 sec): 3 clusters Score: Raw -13910157.763320 + Penalty 2258.558035 = -13907899.205285 nChanged 7 SP:Iteration 106Q (10609.062628 sec): 3 clusters Score: Raw -13910157.936809 + Penalty 2258.558035 = -13907899.378774 nChanged 6 SP:Iteration 107Q (10609.263993 sec): 3 clusters Score: Raw -13910158.087291 + Penalty 2258.558035 = -13907899.529256 nChanged 7 SP:Iteration 108Q (10609.471995 sec): 3 clusters Score: Raw -13910158.284182 + Penalty 2258.558035 = -13907899.726147 nChanged 9 SP:Iteration 109Q (10609.658518 sec): 3 clusters Score: Raw -13910158.506539 + Penalty 2258.558035 = -13907899.948504 nChanged 5 SP:Iteration 110Q (10609.860503 sec): 3 clusters Score: Raw -13910158.670364 + Penalty 2258.558035 = -13907900.112329 nChanged 6 SP:Iteration 111Q (10610.057700 sec): 3 clusters Score: Raw -13910158.799430 + Penalty 2258.558035 = -13907900.241395 nChanged 5 SP:Iteration 112Q (10610.247652 sec): 3 clusters Score: Raw -13910158.896933 + Penalty 2258.558035 = -13907900.338897 nChanged 5 SP:Iteration 113Q (10610.436908 sec): 3 clusters Score: Raw -13910159.023906 + Penalty 2258.558035 = -13907900.465871 nChanged 4 SP:Iteration 114Q (10610.628896 sec): 3 clusters Score: Raw -13910159.163680 + Penalty 2258.558035 = -13907900.605645 nChanged 3 SP:Iteration 115Q (10610.818682 sec): 3 clusters Score: Raw -13910159.205499 + Penalty 2258.558035 = -13907900.647464 nChanged 1 SP:Iteration 116Q (10611.008869 sec): 3 clusters Score: Raw -13910159.211216 + Penalty 2258.558035 = -13907900.653181 nChanged 1 SP:Iteration 117Q (10611.194907 sec): 3 clusters Score: Raw -13910159.250681 + Penalty 2258.558035 = -13907900.692645 nChanged 2 SP:Iteration 118Q (10611.395870 sec): 3 clusters Score: Raw -13910159.290838 + Penalty 2258.558035 = -13907900.732803 nChanged 2 SP:Iteration 119Q (10611.601178 sec): 3 clusters Score: Raw -13910159.313633 + Penalty 2258.558035 = -13907900.755598 nChanged 3 SP:Iteration 120F (10611.828936 sec): 3 clusters Score: Raw -13910159.352788 + Penalty 2258.558035 = -13907900.794753 nChanged 2 SP:Iteration 121Q (10612.031236 sec): 3 clusters Score: Raw -13910159.373852 + Penalty 2258.558035 = -13907900.815817 nChanged 2 SP:Iteration 122Q (10612.224791 sec): 3 clusters Score: Raw -13910159.387838 + Penalty 2258.558035 = -13907900.829802 nChanged 3 SP:Iteration 123Q (10612.428337 sec): 3 clusters Score: Raw -13910159.440029 + Penalty 2258.558035 = -13907900.881994 nChanged 4 SP:Iteration 124Q (10612.622245 sec): 3 clusters Score: Raw -13910159.500463 + Penalty 2258.558035 = -13907900.942428 nChanged 2 SP:Iteration 125Q (10612.823575 sec): 3 clusters Score: Raw -13910159.570945 + Penalty 2258.558035 = -13907901.012910 nChanged 3 SP:Iteration 126Q (10613.016646 sec): 3 clusters Score: Raw -13910159.645994 + Penalty 2258.558035 = -13907901.087959 nChanged 5 SP:Iteration 127Q (10613.213743 sec): 3 clusters Score: Raw -13910159.745423 + Penalty 2258.558035 = -13907901.187388 nChanged 6 SP:Iteration 128Q (10613.404783 sec): 3 clusters Score: Raw -13910159.854954 + Penalty 2258.558035 = -13907901.296919 nChanged 7 SP:Iteration 129Q (10613.602120 sec): 3 clusters Score: Raw -13910160.006471 + Penalty 2258.558035 = -13907901.448436 nChanged 10 SP:Iteration 130Q (10613.799815 sec): 3 clusters Score: Raw -13910160.321031 + Penalty 2258.558035 = -13907901.762996 nChanged 5 SP:Iteration 131Q (10613.983067 sec): 3 clusters Score: Raw -13910160.414087 + Penalty 2258.558035 = -13907901.856052 nChanged 4 SP:Iteration 132Q (10614.183954 sec): 3 clusters Score: Raw -13910160.478489 + Penalty 2258.558035 = -13907901.920454 nChanged 5 SP:Iteration 133Q (10614.374240 sec): 3 clusters Score: Raw -13910160.591119 + Penalty 2258.558035 = -13907902.033084 nChanged 2 SP:Iteration 134Q (10614.575670 sec): 3 clusters Score: Raw -13910160.634786 + Penalty 2258.558035 = -13907902.076751 nChanged 3 SP:Iteration 135Q (10614.762024 sec): 3 clusters Score: Raw -13910160.697849 + Penalty 2258.558035 = -13907902.139814 nChanged 1 SP:Iteration 136Q (10614.956461 sec): 3 clusters Score: Raw -13910160.730654 + Penalty 2258.558035 = -13907902.172619 nChanged 0 SP:Iteration 137F (10615.185709 sec): 3 clusters Score: Raw -13910160.730654 + Penalty 2258.558035 = -13907902.172619 nChanged 0 Trying to split cluster 22 (6015 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10615.215774 sec): 2 clusters Score: Raw -575318.676638 + Penalty 826.691105 = -574491.985533 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10615.271431 sec): 3 clusters Score: Raw -571886.703762 + Penalty 1653.382209 = -570233.321553 nChanged 2660 SP:Iteration 1F (10615.315888 sec): 3 clusters Score: Raw -573457.180144 + Penalty 1653.382209 = -571803.797935 nChanged 405 SP:Iteration 2F (10615.370765 sec): 3 clusters Score: Raw -573656.770752 + Penalty 1653.382209 = -572003.388542 nChanged 327 SP:Iteration 3F (10615.425192 sec): 3 clusters Score: Raw -573831.504533 + Penalty 1653.382209 = -572178.122323 nChanged 296 SP:Iteration 4Q (10615.479547 sec): 3 clusters Score: Raw -574005.422159 + Penalty 1653.382209 = -572352.039950 nChanged 296 SP:Iteration 5Q (10615.523785 sec): 3 clusters Score: Raw -574199.499316 + Penalty 1653.382209 = -572546.117107 nChanged 315 SP:Iteration 6F (10615.578349 sec): 3 clusters Score: Raw -574408.792683 + Penalty 1653.382209 = -572755.410473 nChanged 293 SP:Iteration 7Q (10615.632897 sec): 3 clusters Score: Raw -574605.820288 + Penalty 1653.382209 = -572952.438078 nChanged 259 SP:Iteration 8Q (10615.687415 sec): 3 clusters Score: Raw -574766.895426 + Penalty 1653.382209 = -573113.513217 nChanged 222 SP:Iteration 9Q (10615.741886 sec): 3 clusters Score: Raw -574876.370002 + Penalty 1653.382209 = -573222.987793 nChanged 165 SP:Iteration 10Q (10615.796522 sec): 3 clusters Score: Raw -574959.298181 + Penalty 1653.382209 = -573305.915972 nChanged 134 SP:Iteration 11Q (10615.847846 sec): 3 clusters Score: Raw -575023.878518 + Penalty 1653.382209 = -573370.496308 nChanged 121 SP:Iteration 12Q (10615.902237 sec): 3 clusters Score: Raw -575081.077171 + Penalty 1653.382209 = -573427.694961 nChanged 116 SP:Iteration 13Q (10615.955420 sec): 3 clusters Score: Raw -575123.663179 + Penalty 1653.382209 = -573470.280970 nChanged 94 SP:Iteration 14Q (10616.011412 sec): 3 clusters Score: Raw -575154.561726 + Penalty 1653.382209 = -573501.179517 nChanged 74 SP:Iteration 15Q (10616.077616 sec): 3 clusters Score: Raw -575184.221898 + Penalty 1653.382209 = -573530.839689 nChanged 83 SP:Iteration 16Q (10616.121330 sec): 3 clusters Score: Raw -575217.662240 + Penalty 1653.382209 = -573564.280031 nChanged 81 SP:Iteration 17Q (10616.175709 sec): 3 clusters Score: Raw -575255.069876 + Penalty 1653.382209 = -573601.687666 nChanged 83 SP:Iteration 18Q (10616.230114 sec): 3 clusters Score: Raw -575289.508147 + Penalty 1653.382209 = -573636.125938 nChanged 71 SP:Iteration 19Q (10616.284225 sec): 3 clusters Score: Raw -575325.758263 + Penalty 1653.382209 = -573672.376053 nChanged 73 SP:Iteration 20F (10616.337350 sec): 3 clusters Score: Raw -575360.027396 + Penalty 1653.382209 = -573706.645187 nChanged 75 SP:Iteration 21Q (10616.391528 sec): 3 clusters Score: Raw -575397.860748 + Penalty 1653.382209 = -573744.478538 nChanged 77 SP:Iteration 22Q (10616.445865 sec): 3 clusters Score: Raw -575430.476473 + Penalty 1653.382209 = -573777.094264 nChanged 59 SP:Iteration 23Q (10616.499645 sec): 3 clusters Score: Raw -575454.765534 + Penalty 1653.382209 = -573801.383324 nChanged 68 SP:Iteration 24Q (10616.553834 sec): 3 clusters Score: Raw -575482.761292 + Penalty 1653.382209 = -573829.379082 nChanged 61 SP:Iteration 25Q (10616.607562 sec): 3 clusters Score: Raw -575504.928831 + Penalty 1653.382209 = -573851.546622 nChanged 61 SP:Iteration 26Q (10616.673076 sec): 3 clusters Score: Raw -575527.835510 + Penalty 1653.382209 = -573874.453301 nChanged 63 SP:Iteration 27Q (10616.716441 sec): 3 clusters Score: Raw -575555.241924 + Penalty 1653.382209 = -573901.859715 nChanged 48 SP:Iteration 28Q (10616.768027 sec): 3 clusters Score: Raw -575571.669821 + Penalty 1653.382209 = -573918.287612 nChanged 39 SP:Iteration 29Q (10616.816084 sec): 3 clusters Score: Raw -575584.768320 + Penalty 1653.382209 = -573931.386111 nChanged 37 SP:Iteration 30Q (10616.868357 sec): 3 clusters Score: Raw -575596.964720 + Penalty 1653.382209 = -573943.582511 nChanged 31 SP:Iteration 31Q (10616.933689 sec): 3 clusters Score: Raw -575607.355153 + Penalty 1653.382209 = -573953.972943 nChanged 38 SP:Iteration 32Q (10616.977173 sec): 3 clusters Score: Raw -575618.025703 + Penalty 1653.382209 = -573964.643493 nChanged 37 SP:Iteration 33Q (10617.031088 sec): 3 clusters Score: Raw -575629.573439 + Penalty 1653.382209 = -573976.191230 nChanged 32 SP:Iteration 34Q (10617.098167 sec): 3 clusters Score: Raw -575638.741472 + Penalty 1653.382209 = -573985.359263 nChanged 27 SP:Iteration 35Q (10617.131658 sec): 3 clusters Score: Raw -575647.351390 + Penalty 1653.382209 = -573993.969181 nChanged 31 SP:Iteration 36Q (10617.185850 sec): 3 clusters Score: Raw -575657.224078 + Penalty 1653.382209 = -574003.841869 nChanged 30 SP:Iteration 37Q (10617.241662 sec): 3 clusters Score: Raw -575668.373035 + Penalty 1653.382209 = -574014.990826 nChanged 37 SP:Iteration 38Q (10617.296466 sec): 3 clusters Score: Raw -575688.413088 + Penalty 1653.382209 = -574035.030879 nChanged 39 SP:Iteration 39Q (10617.350750 sec): 3 clusters Score: Raw -575705.715063 + Penalty 1653.382209 = -574052.332853 nChanged 27 SP:Iteration 40F (10617.405710 sec): 3 clusters Score: Raw -575716.742871 + Penalty 1653.382209 = -574063.360662 nChanged 24 SP:Iteration 41Q (10617.461861 sec): 3 clusters Score: Raw -575728.026233 + Penalty 1653.382209 = -574074.644024 nChanged 29 SP:Iteration 42Q (10617.510806 sec): 3 clusters Score: Raw -575737.187569 + Penalty 1653.382209 = -574083.805359 nChanged 18 SP:Iteration 43Q (10617.560909 sec): 3 clusters Score: Raw -575741.079532 + Penalty 1653.382209 = -574087.697322 nChanged 7 SP:Iteration 44Q (10617.604109 sec): 3 clusters Score: Raw -575742.282644 + Penalty 1653.382209 = -574088.900435 nChanged 6 SP:Iteration 45Q (10617.664269 sec): 3 clusters Score: Raw -575743.579311 + Penalty 1653.382209 = -574090.197102 nChanged 8 SP:Iteration 46Q (10617.712111 sec): 3 clusters Score: Raw -575745.239954 + Penalty 1653.382209 = -574091.857744 nChanged 7 SP:Iteration 47Q (10617.767950 sec): 3 clusters Score: Raw -575746.413097 + Penalty 1653.382209 = -574093.030888 nChanged 5 SP:Iteration 48Q (10617.820920 sec): 3 clusters Score: Raw -575747.525741 + Penalty 1653.382209 = -574094.143532 nChanged 7 SP:Iteration 49Q (10617.854943 sec): 3 clusters Score: Raw -575748.960787 + Penalty 1653.382209 = -574095.578577 nChanged 8 SP:Iteration 50Q (10617.906771 sec): 3 clusters Score: Raw -575750.349110 + Penalty 1653.382209 = -574096.966901 nChanged 9 SP:Iteration 51Q (10617.958657 sec): 3 clusters Score: Raw -575751.477700 + Penalty 1653.382209 = -574098.095490 nChanged 5 SP:Iteration 52Q (10618.004282 sec): 3 clusters Score: Raw -575752.004965 + Penalty 1653.382209 = -574098.622756 nChanged 5 SP:Iteration 53Q (10618.063107 sec): 3 clusters Score: Raw -575752.637653 + Penalty 1653.382209 = -574099.255444 nChanged 4 SP:Iteration 54Q (10618.110095 sec): 3 clusters Score: Raw -575753.860924 + Penalty 1653.382209 = -574100.478714 nChanged 4 SP:Iteration 55Q (10618.166132 sec): 3 clusters Score: Raw -575754.706688 + Penalty 1653.382209 = -574101.324479 nChanged 5 SP:Iteration 56Q (10618.209739 sec): 3 clusters Score: Raw -575755.807279 + Penalty 1653.382209 = -574102.425070 nChanged 8 SP:Iteration 57Q (10618.263550 sec): 3 clusters Score: Raw -575758.481181 + Penalty 1653.382209 = -574105.098972 nChanged 11 SP:Iteration 58Q (10618.313203 sec): 3 clusters Score: Raw -575761.151716 + Penalty 1653.382209 = -574107.769506 nChanged 14 SP:Iteration 59Q (10618.362600 sec): 3 clusters Score: Raw -575764.345906 + Penalty 1653.382209 = -574110.963697 nChanged 11 SP:Iteration 60F (10618.424489 sec): 3 clusters Score: Raw -575766.636612 + Penalty 1653.382209 = -574113.254403 nChanged 8 SP:Iteration 61Q (10618.464015 sec): 3 clusters Score: Raw -575769.299140 + Penalty 1653.382209 = -574115.916931 nChanged 13 SP:Iteration 62Q (10618.515795 sec): 3 clusters Score: Raw -575775.943867 + Penalty 1653.382209 = -574122.561657 nChanged 19 SP:Iteration 63Q (10618.580906 sec): 3 clusters Score: Raw -575783.010180 + Penalty 1653.382209 = -574129.627970 nChanged 13 SP:Iteration 64Q (10618.623646 sec): 3 clusters Score: Raw -575786.226148 + Penalty 1653.382209 = -574132.843939 nChanged 10 SP:Iteration 65Q (10618.675866 sec): 3 clusters Score: Raw -575788.418054 + Penalty 1653.382209 = -574135.035845 nChanged 11 SP:Iteration 66Q (10618.729188 sec): 3 clusters Score: Raw -575790.950922 + Penalty 1653.382209 = -574137.568713 nChanged 8 SP:Iteration 67Q (10618.782953 sec): 3 clusters Score: Raw -575793.031292 + Penalty 1653.382209 = -574139.649083 nChanged 5 SP:Iteration 68Q (10618.835187 sec): 3 clusters Score: Raw -575794.058725 + Penalty 1653.382209 = -574140.676516 nChanged 8 SP:Iteration 69Q (10618.895227 sec): 3 clusters Score: Raw -575797.292034 + Penalty 1653.382209 = -574143.909825 nChanged 13 SP:Iteration 70Q (10618.949628 sec): 3 clusters Score: Raw -575800.038257 + Penalty 1653.382209 = -574146.656047 nChanged 5 SP:Iteration 71Q (10619.001683 sec): 3 clusters Score: Raw -575801.393649 + Penalty 1653.382209 = -574148.011439 nChanged 4 SP:Iteration 72Q (10619.054813 sec): 3 clusters Score: Raw -575801.907928 + Penalty 1653.382209 = -574148.525719 nChanged 2 SP:Iteration 73Q (10619.106271 sec): 3 clusters Score: Raw -575802.283871 + Penalty 1653.382209 = -574148.901662 nChanged 1 SP:Iteration 74Q (10619.159187 sec): 3 clusters Score: Raw -575802.501755 + Penalty 1653.382209 = -574149.119546 nChanged 1 SP:Iteration 75Q (10619.201532 sec): 3 clusters Score: Raw -575802.526244 + Penalty 1653.382209 = -574149.144035 nChanged 1 SP:Iteration 76Q (10619.263632 sec): 3 clusters Score: Raw -575802.745757 + Penalty 1653.382209 = -574149.363548 nChanged 2 SP:Iteration 77Q (10619.313558 sec): 3 clusters Score: Raw -575803.062208 + Penalty 1653.382209 = -574149.679999 nChanged 1 SP:Iteration 78Q (10619.361022 sec): 3 clusters Score: Raw -575803.163481 + Penalty 1653.382209 = -574149.781272 nChanged 0 SP:Iteration 79F (10619.405396 sec): 3 clusters Score: Raw -575803.163481 + Penalty 1653.382209 = -574149.781272 nChanged 0 Trying to split cluster 23 (183 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10619.434505 sec): 2 clusters Score: Raw -13345.403823 + Penalty 494.901185 = -12850.502638 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10619.476058 sec): 3 clusters Score: Raw -13419.960778 + Penalty 989.802369 = -12430.158409 nChanged 40 SP:Iteration 1F (10619.528264 sec): 3 clusters Score: Raw -13507.581026 + Penalty 989.802369 = -12517.778657 nChanged 9 SP:Iteration 2Q (10619.572718 sec): 3 clusters Score: Raw -13526.657176 + Penalty 989.802369 = -12536.854807 nChanged 6 SP:Iteration 3Q (10619.621361 sec): 3 clusters Score: Raw -13550.111110 + Penalty 989.802369 = -12560.308741 nChanged 6 SP:Iteration 4Q (10619.662358 sec): 3 clusters Score: Raw -13565.877482 + Penalty 989.802369 = -12576.075113 nChanged 4 SP:Iteration 5Q (10619.713427 sec): 3 clusters Score: Raw -13588.306852 + Penalty 989.802369 = -12598.504483 nChanged 4 SP:Iteration 6Q (10619.745302 sec): 3 clusters Score: Raw -13638.077106 + Penalty 989.802369 = -12648.274737 nChanged 5 SP:Iteration 7Q (10619.789476 sec): 3 clusters Score: Raw -13658.573842 + Penalty 989.802369 = -12668.771473 nChanged 4 SP:Iteration 8Q (10619.843719 sec): 3 clusters Score: Raw -13673.781201 + Penalty 989.802369 = -12683.978832 nChanged 3 SP:Iteration 9Q (10619.878794 sec): 3 clusters Score: Raw -13680.373427 + Penalty 989.802369 = -12690.571058 nChanged 2 SP:Iteration 10Q (10619.927635 sec): 3 clusters Score: Raw -13682.103140 + Penalty 989.802369 = -12692.300771 nChanged 0 SP:Iteration 11F (10619.975161 sec): 3 clusters Score: Raw -13682.103140 + Penalty 989.802369 = -12692.300771 nChanged 0 Trying to split cluster 24 (366357 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10620.371222 sec): 2 clusters Score: Raw -34699678.721050 + Penalty 1217.079537 = -34698461.641513 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10620.879984 sec): 3 clusters Score: Raw -34451756.374911 + Penalty 2434.159074 = -34449322.215838 nChanged 180498 SP:Iteration 1F (10621.372461 sec): 3 clusters Score: Raw -34564725.036285 + Penalty 2434.159074 = -34562290.877211 nChanged 13130 SP:Iteration 2Q (10621.951285 sec): 3 clusters Score: Raw -34569200.144498 + Penalty 2434.159074 = -34566765.985424 nChanged 15529 SP:Iteration 3Q (10622.503151 sec): 3 clusters Score: Raw -34576101.084174 + Penalty 2434.159074 = -34573666.925100 nChanged 18728 SP:Iteration 4F (10623.024082 sec): 3 clusters Score: Raw -34586847.355133 + Penalty 2434.159074 = -34584413.196059 nChanged 21905 SP:Iteration 5F (10623.528580 sec): 3 clusters Score: Raw -34602294.249246 + Penalty 2434.159074 = -34599860.090172 nChanged 23900 SP:Iteration 6F (10624.030834 sec): 3 clusters Score: Raw -34622080.160882 + Penalty 2434.159074 = -34619646.001808 nChanged 23439 SP:Iteration 7F (10624.533252 sec): 3 clusters Score: Raw -34642890.149405 + Penalty 2434.159074 = -34640455.990332 nChanged 20392 SP:Iteration 8F (10625.042430 sec): 3 clusters Score: Raw -34660422.284061 + Penalty 2434.159074 = -34657988.124987 nChanged 16477 SP:Iteration 9Q (10625.548697 sec): 3 clusters Score: Raw -34673303.927921 + Penalty 2434.159074 = -34670869.768847 nChanged 12628 SP:Iteration 10Q (10626.037107 sec): 3 clusters Score: Raw -34681696.453041 + Penalty 2434.159074 = -34679262.293967 nChanged 9635 SP:Iteration 11Q (10626.516831 sec): 3 clusters Score: Raw -34686799.209309 + Penalty 2434.159074 = -34684365.050235 nChanged 7388 SP:Iteration 12Q (10627.019699 sec): 3 clusters Score: Raw -34689871.588667 + Penalty 2434.159074 = -34687437.429593 nChanged 5739 SP:Iteration 13Q (10627.548949 sec): 3 clusters Score: Raw -34691749.287862 + Penalty 2434.159074 = -34689315.128789 nChanged 4525 SP:Iteration 14Q (10628.044869 sec): 3 clusters Score: Raw -34692961.747035 + Penalty 2434.159074 = -34690527.587961 nChanged 3562 SP:Iteration 15Q (10628.534565 sec): 3 clusters Score: Raw -34693743.008072 + Penalty 2434.159074 = -34691308.848998 nChanged 2888 SP:Iteration 16Q (10629.009500 sec): 3 clusters Score: Raw -34694290.199404 + Penalty 2434.159074 = -34691856.040330 nChanged 2454 SP:Iteration 17Q (10629.500407 sec): 3 clusters Score: Raw -34694690.949568 + Penalty 2434.159074 = -34692256.790494 nChanged 2072 SP:Iteration 18Q (10629.981031 sec): 3 clusters Score: Raw -34694990.389472 + Penalty 2434.159074 = -34692556.230398 nChanged 1860 SP:Iteration 19Q (10630.450357 sec): 3 clusters Score: Raw -34695241.153236 + Penalty 2434.159074 = -34692806.994162 nChanged 1714 SP:Iteration 20F (10630.941679 sec): 3 clusters Score: Raw -34695462.381568 + Penalty 2434.159074 = -34693028.222494 nChanged 1599 SP:Iteration 21Q (10631.408926 sec): 3 clusters Score: Raw -34695657.833207 + Penalty 2434.159074 = -34693223.674133 nChanged 1588 SP:Iteration 22Q (10631.874029 sec): 3 clusters Score: Raw -34695847.483122 + Penalty 2434.159074 = -34693413.324048 nChanged 1457 SP:Iteration 23Q (10632.338144 sec): 3 clusters Score: Raw -34696012.557557 + Penalty 2434.159074 = -34693578.398483 nChanged 1428 SP:Iteration 24Q (10632.787487 sec): 3 clusters Score: Raw -34696172.909151 + Penalty 2434.159074 = -34693738.750078 nChanged 1423 SP:Iteration 25Q (10633.220507 sec): 3 clusters Score: Raw -34696328.660657 + Penalty 2434.159074 = -34693894.501583 nChanged 1408 SP:Iteration 26Q (10633.652198 sec): 3 clusters Score: Raw -34696487.143135 + Penalty 2434.159074 = -34694052.984062 nChanged 1410 SP:Iteration 27Q (10634.109388 sec): 3 clusters Score: Raw -34696645.525238 + Penalty 2434.159074 = -34694211.366164 nChanged 1398 SP:Iteration 28Q (10634.570105 sec): 3 clusters Score: Raw -34696806.867425 + Penalty 2434.159074 = -34694372.708351 nChanged 1393 SP:Iteration 29Q (10635.026695 sec): 3 clusters Score: Raw -34696973.748779 + Penalty 2434.159074 = -34694539.589705 nChanged 1438 SP:Iteration 30Q (10635.498922 sec): 3 clusters Score: Raw -34697155.611564 + Penalty 2434.159074 = -34694721.452491 nChanged 1510 SP:Iteration 31Q (10635.953165 sec): 3 clusters Score: Raw -34697357.458878 + Penalty 2434.159074 = -34694923.299805 nChanged 1548 SP:Iteration 32Q (10636.416832 sec): 3 clusters Score: Raw -34697573.451523 + Penalty 2434.159074 = -34695139.292449 nChanged 1573 SP:Iteration 33Q (10636.876483 sec): 3 clusters Score: Raw -34697813.604986 + Penalty 2434.159074 = -34695379.445912 nChanged 1594 SP:Iteration 34Q (10637.322251 sec): 3 clusters Score: Raw -34698053.204004 + Penalty 2434.159074 = -34695619.044930 nChanged 1512 SP:Iteration 35Q (10637.760612 sec): 3 clusters Score: Raw -34698277.615727 + Penalty 2434.159074 = -34695843.456653 nChanged 1457 SP:Iteration 36Q (10638.221850 sec): 3 clusters Score: Raw -34698491.717713 + Penalty 2434.159074 = -34696057.558639 nChanged 1396 SP:Iteration 37Q (10638.688750 sec): 3 clusters Score: Raw -34698697.399950 + Penalty 2434.159074 = -34696263.240876 nChanged 1279 SP:Iteration 38Q (10639.139657 sec): 3 clusters Score: Raw -34698881.028309 + Penalty 2434.159074 = -34696446.869235 nChanged 1267 SP:Iteration 39Q (10639.584897 sec): 3 clusters Score: Raw -34699062.711359 + Penalty 2434.159074 = -34696628.552285 nChanged 1243 SP:Iteration 40F (10640.094785 sec): 3 clusters Score: Raw -34699239.132288 + Penalty 2434.159074 = -34696804.973214 nChanged 1186 SP:Iteration 41Q (10640.545589 sec): 3 clusters Score: Raw -34699404.278449 + Penalty 2434.159074 = -34696970.119375 nChanged 1100 SP:Iteration 42Q (10640.990155 sec): 3 clusters Score: Raw -34699559.636518 + Penalty 2434.159074 = -34697125.477444 nChanged 1028 SP:Iteration 43Q (10641.435406 sec): 3 clusters Score: Raw -34699700.494432 + Penalty 2434.159074 = -34697266.335358 nChanged 958 SP:Iteration 44Q (10641.884510 sec): 3 clusters Score: Raw -34699831.650798 + Penalty 2434.159074 = -34697397.491724 nChanged 899 SP:Iteration 45Q (10642.327748 sec): 3 clusters Score: Raw -34699953.873115 + Penalty 2434.159074 = -34697519.714041 nChanged 885 SP:Iteration 46Q (10642.765885 sec): 3 clusters Score: Raw -34700075.311514 + Penalty 2434.159074 = -34697641.152440 nChanged 832 SP:Iteration 47Q (10643.170982 sec): 3 clusters Score: Raw -34700190.971762 + Penalty 2434.159074 = -34697756.812688 nChanged 782 SP:Iteration 48Q (10643.581213 sec): 3 clusters Score: Raw -34700297.348176 + Penalty 2434.159074 = -34697863.189102 nChanged 705 SP:Iteration 49Q (10644.035929 sec): 3 clusters Score: Raw -34700386.886216 + Penalty 2434.159074 = -34697952.727142 nChanged 669 SP:Iteration 50Q (10644.473676 sec): 3 clusters Score: Raw -34700474.075970 + Penalty 2434.159074 = -34698039.916896 nChanged 609 SP:Iteration 51Q (10644.919657 sec): 3 clusters Score: Raw -34700553.102866 + Penalty 2434.159074 = -34698118.943792 nChanged 581 SP:Iteration 52Q (10645.354162 sec): 3 clusters Score: Raw -34700622.596644 + Penalty 2434.159074 = -34698188.437570 nChanged 535 SP:Iteration 53Q (10645.807354 sec): 3 clusters Score: Raw -34700686.951799 + Penalty 2434.159074 = -34698252.792725 nChanged 463 SP:Iteration 54Q (10646.260927 sec): 3 clusters Score: Raw -34700742.615644 + Penalty 2434.159074 = -34698308.456570 nChanged 390 SP:Iteration 55Q (10646.688819 sec): 3 clusters Score: Raw -34700788.069826 + Penalty 2434.159074 = -34698353.910752 nChanged 378 SP:Iteration 56Q (10647.132393 sec): 3 clusters Score: Raw -34700833.206575 + Penalty 2434.159074 = -34698399.047501 nChanged 371 SP:Iteration 57Q (10647.576665 sec): 3 clusters Score: Raw -34700878.939913 + Penalty 2434.159074 = -34698444.780839 nChanged 347 SP:Iteration 58Q (10648.014287 sec): 3 clusters Score: Raw -34700919.226033 + Penalty 2434.159074 = -34698485.066959 nChanged 290 SP:Iteration 59Q (10648.412776 sec): 3 clusters Score: Raw -34700950.721520 + Penalty 2434.159074 = -34698516.562446 nChanged 286 SP:Iteration 60F (10648.883605 sec): 3 clusters Score: Raw -34700981.113386 + Penalty 2434.159074 = -34698546.954313 nChanged 233 SP:Iteration 61Q (10649.313465 sec): 3 clusters Score: Raw -34701001.290697 + Penalty 2434.159074 = -34698567.131623 nChanged 221 SP:Iteration 62Q (10649.825149 sec): 3 clusters Score: Raw -34701021.911281 + Penalty 2434.159074 = -34698587.752207 nChanged 219 SP:Iteration 63Q (10650.254499 sec): 3 clusters Score: Raw -34701039.639118 + Penalty 2434.159074 = -34698605.480044 nChanged 174 SP:Iteration 64Q (10650.677042 sec): 3 clusters Score: Raw -34701052.397591 + Penalty 2434.159074 = -34698618.238517 nChanged 174 SP:Iteration 65Q (10651.106581 sec): 3 clusters Score: Raw -34701065.450643 + Penalty 2434.159074 = -34698631.291569 nChanged 161 SP:Iteration 66Q (10651.533307 sec): 3 clusters Score: Raw -34701076.743664 + Penalty 2434.159074 = -34698642.584590 nChanged 130 SP:Iteration 67Q (10651.959095 sec): 3 clusters Score: Raw -34701085.347607 + Penalty 2434.159074 = -34698651.188533 nChanged 125 SP:Iteration 68Q (10652.398930 sec): 3 clusters Score: Raw -34701092.455430 + Penalty 2434.159074 = -34698658.296356 nChanged 99 SP:Iteration 69Q (10652.820937 sec): 3 clusters Score: Raw -34701098.382763 + Penalty 2434.159074 = -34698664.223689 nChanged 90 SP:Iteration 70Q (10653.239825 sec): 3 clusters Score: Raw -34701104.597413 + Penalty 2434.159074 = -34698670.438339 nChanged 97 SP:Iteration 71Q (10653.641826 sec): 3 clusters Score: Raw -34701111.941129 + Penalty 2434.159074 = -34698677.782055 nChanged 86 SP:Iteration 72Q (10654.039161 sec): 3 clusters Score: Raw -34701117.066380 + Penalty 2434.159074 = -34698682.907306 nChanged 79 SP:Iteration 73Q (10654.482739 sec): 3 clusters Score: Raw -34701121.446778 + Penalty 2434.159074 = -34698687.287704 nChanged 61 SP:Iteration 74Q (10654.909038 sec): 3 clusters Score: Raw -34701124.270822 + Penalty 2434.159074 = -34698690.111749 nChanged 63 SP:Iteration 75Q (10655.332629 sec): 3 clusters Score: Raw -34701127.645795 + Penalty 2434.159074 = -34698693.486721 nChanged 69 SP:Iteration 76Q (10655.772782 sec): 3 clusters Score: Raw -34701130.825257 + Penalty 2434.159074 = -34698696.666183 nChanged 65 SP:Iteration 77Q (10656.203567 sec): 3 clusters Score: Raw -34701134.240677 + Penalty 2434.159074 = -34698700.081603 nChanged 59 SP:Iteration 78Q (10656.632489 sec): 3 clusters Score: Raw -34701136.892304 + Penalty 2434.159074 = -34698702.733230 nChanged 62 SP:Iteration 79Q (10657.057491 sec): 3 clusters Score: Raw -34701139.686144 + Penalty 2434.159074 = -34698705.527070 nChanged 49 SP:Iteration 80F (10657.546438 sec): 3 clusters Score: Raw -34701142.047583 + Penalty 2434.159074 = -34698707.888509 nChanged 50 SP:Iteration 81Q (10657.975602 sec): 3 clusters Score: Raw -34701144.406038 + Penalty 2434.159074 = -34698710.246964 nChanged 48 SP:Iteration 82Q (10658.384209 sec): 3 clusters Score: Raw -34701146.184321 + Penalty 2434.159074 = -34698712.025247 nChanged 39 SP:Iteration 83Q (10658.790560 sec): 3 clusters Score: Raw -34701147.670147 + Penalty 2434.159074 = -34698713.511073 nChanged 32 SP:Iteration 84Q (10659.181753 sec): 3 clusters Score: Raw -34701148.501899 + Penalty 2434.159074 = -34698714.342825 nChanged 29 SP:Iteration 85Q (10659.560460 sec): 3 clusters Score: Raw -34701149.360596 + Penalty 2434.159074 = -34698715.201522 nChanged 18 SP:Iteration 86Q (10659.987046 sec): 3 clusters Score: Raw -34701150.029263 + Penalty 2434.159074 = -34698715.870190 nChanged 24 SP:Iteration 87Q (10660.418799 sec): 3 clusters Score: Raw -34701150.914175 + Penalty 2434.159074 = -34698716.755101 nChanged 27 SP:Iteration 88Q (10660.842185 sec): 3 clusters Score: Raw -34701151.709510 + Penalty 2434.159074 = -34698717.550436 nChanged 19 SP:Iteration 89Q (10661.269301 sec): 3 clusters Score: Raw -34701152.182253 + Penalty 2434.159074 = -34698718.023179 nChanged 21 SP:Iteration 90Q (10661.699633 sec): 3 clusters Score: Raw -34701152.704281 + Penalty 2434.159074 = -34698718.545208 nChanged 22 SP:Iteration 91Q (10662.132176 sec): 3 clusters Score: Raw -34701153.395847 + Penalty 2434.159074 = -34698719.236773 nChanged 15 SP:Iteration 92Q (10662.560468 sec): 3 clusters Score: Raw -34701153.804154 + Penalty 2434.159074 = -34698719.645080 nChanged 11 SP:Iteration 93Q (10663.003300 sec): 3 clusters Score: Raw -34701154.056922 + Penalty 2434.159074 = -34698719.897848 nChanged 7 SP:Iteration 94Q (10663.422817 sec): 3 clusters Score: Raw -34701154.294975 + Penalty 2434.159074 = -34698720.135901 nChanged 8 SP:Iteration 95Q (10663.820289 sec): 3 clusters Score: Raw -34701154.569644 + Penalty 2434.159074 = -34698720.410570 nChanged 7 SP:Iteration 96Q (10664.221485 sec): 3 clusters Score: Raw -34701154.709033 + Penalty 2434.159074 = -34698720.549959 nChanged 8 SP:Iteration 97Q (10664.646387 sec): 3 clusters Score: Raw -34701154.858431 + Penalty 2434.159074 = -34698720.699357 nChanged 4 SP:Iteration 98Q (10665.092076 sec): 3 clusters Score: Raw -34701154.910628 + Penalty 2434.159074 = -34698720.751555 nChanged 2 SP:Iteration 99Q (10665.506560 sec): 3 clusters Score: Raw -34701154.965710 + Penalty 2434.159074 = -34698720.806636 nChanged 1 SP:Iteration 100F (10665.994178 sec): 3 clusters Score: Raw -34701154.979253 + Penalty 2434.159074 = -34698720.820179 nChanged 0 Score: Raw -89492761.809863 + Penalty 41941.254645 = -89450820.555218 Splitting cluster 24 changes total score from -89435423.734156 to -89450820.555218 So it's getting split into cluster 32. Trying to split cluster 25 (1041 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10681.362778 sec): 2 clusters Score: Raw -85694.683666 + Penalty 660.054022 = -85034.629644 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10681.410149 sec): 3 clusters Score: Raw -85338.046131 + Penalty 1320.108043 = -84017.938088 nChanged 386 SP:Iteration 1F (10681.450680 sec): 3 clusters Score: Raw -85797.700179 + Penalty 1320.108043 = -84477.592136 nChanged 139 SP:Iteration 2F (10681.499142 sec): 3 clusters Score: Raw -86088.333464 + Penalty 1320.108043 = -84768.225421 nChanged 122 SP:Iteration 3F (10681.537096 sec): 3 clusters Score: Raw -86393.628322 + Penalty 1320.108043 = -85073.520279 nChanged 57 SP:Iteration 4F (10681.579565 sec): 3 clusters Score: Raw -86561.330090 + Penalty 1320.108043 = -85241.222047 nChanged 42 SP:Iteration 5Q (10681.624547 sec): 3 clusters Score: Raw -86656.069180 + Penalty 1320.108043 = -85335.961137 nChanged 16 SP:Iteration 6Q (10681.671036 sec): 3 clusters Score: Raw -86684.337980 + Penalty 1320.108043 = -85364.229937 nChanged 16 SP:Iteration 7Q (10681.718635 sec): 3 clusters Score: Raw -86713.298341 + Penalty 1320.108043 = -85393.190298 nChanged 10 SP:Iteration 8Q (10681.772031 sec): 3 clusters Score: Raw -86721.543072 + Penalty 1320.108043 = -85401.435029 nChanged 7 SP:Iteration 9Q (10681.799349 sec): 3 clusters Score: Raw -86726.263072 + Penalty 1320.108043 = -85406.155029 nChanged 2 SP:Iteration 10Q (10681.850100 sec): 3 clusters Score: Raw -86727.185048 + Penalty 1320.108043 = -85407.077005 nChanged 2 SP:Iteration 11Q (10681.900146 sec): 3 clusters Score: Raw -86728.833138 + Penalty 1320.108043 = -85408.725095 nChanged 4 SP:Iteration 12Q (10681.934735 sec): 3 clusters Score: Raw -86730.379144 + Penalty 1320.108043 = -85410.271101 nChanged 1 SP:Iteration 13Q (10681.992469 sec): 3 clusters Score: Raw -86731.600909 + Penalty 1320.108043 = -85411.492866 nChanged 0 SP:Iteration 14F (10682.029535 sec): 3 clusters Score: Raw -86731.600909 + Penalty 1320.108043 = -85411.492866 nChanged 0 Score: Raw -89493798.727107 + Penalty 43251.918853 = -89450546.808254 Splitting cluster 25 changes total score from -89435423.734156 to -89450546.808254 So it's getting split into cluster 33. Trying to split cluster 26 (13129 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10697.786848 sec): 2 clusters Score: Raw -1227997.014749 + Penalty 900.844986 = -1227096.169763 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10697.853495 sec): 3 clusters Score: Raw -1220101.738599 + Penalty 1801.689973 = -1218300.048627 nChanged 5946 SP:Iteration 1F (10697.876056 sec): 3 clusters Score: Raw -1223530.784064 + Penalty 1801.689973 = -1221729.094092 nChanged 832 SP:Iteration 2F (10697.942631 sec): 3 clusters Score: Raw -1223983.830785 + Penalty 1801.689973 = -1222182.140812 nChanged 949 SP:Iteration 3F (10697.981708 sec): 3 clusters Score: Raw -1224663.561630 + Penalty 1801.689973 = -1222861.871658 nChanged 1067 SP:Iteration 4F (10698.010012 sec): 3 clusters Score: Raw -1225612.975343 + Penalty 1801.689973 = -1223811.285371 nChanged 1076 SP:Iteration 5F (10698.052475 sec): 3 clusters Score: Raw -1226620.920567 + Penalty 1801.689973 = -1224819.230594 nChanged 832 SP:Iteration 6F (10698.088190 sec): 3 clusters Score: Raw -1227440.009818 + Penalty 1801.689973 = -1225638.319845 nChanged 568 SP:Iteration 7Q (10698.116828 sec): 3 clusters Score: Raw -1227958.597597 + Penalty 1801.689973 = -1226156.907625 nChanged 351 SP:Iteration 8Q (10698.145122 sec): 3 clusters Score: Raw -1228200.737301 + Penalty 1801.689973 = -1226399.047329 nChanged 215 SP:Iteration 9Q (10698.172990 sec): 3 clusters Score: Raw -1228282.769994 + Penalty 1801.689973 = -1226481.080022 nChanged 128 SP:Iteration 10Q (10698.200676 sec): 3 clusters Score: Raw -1228326.406419 + Penalty 1801.689973 = -1226524.716446 nChanged 106 SP:Iteration 11Q (10698.228125 sec): 3 clusters Score: Raw -1228364.777912 + Penalty 1801.689973 = -1226563.087939 nChanged 94 SP:Iteration 12Q (10698.255670 sec): 3 clusters Score: Raw -1228396.216712 + Penalty 1801.689973 = -1226594.526740 nChanged 78 SP:Iteration 13Q (10698.283208 sec): 3 clusters Score: Raw -1228416.357246 + Penalty 1801.689973 = -1226614.667274 nChanged 56 SP:Iteration 14Q (10698.310398 sec): 3 clusters Score: Raw -1228429.568169 + Penalty 1801.689973 = -1226627.878196 nChanged 39 SP:Iteration 15Q (10698.337167 sec): 3 clusters Score: Raw -1228437.668421 + Penalty 1801.689973 = -1226635.978448 nChanged 39 SP:Iteration 16Q (10698.403017 sec): 3 clusters Score: Raw -1228445.443388 + Penalty 1801.689973 = -1226643.753416 nChanged 37 SP:Iteration 17Q (10698.466722 sec): 3 clusters Score: Raw -1228455.279160 + Penalty 1801.689973 = -1226653.589187 nChanged 45 SP:Iteration 18Q (10698.530948 sec): 3 clusters Score: Raw -1228465.611004 + Penalty 1801.689973 = -1226663.921031 nChanged 48 SP:Iteration 19Q (10698.591419 sec): 3 clusters Score: Raw -1228478.430635 + Penalty 1801.689973 = -1226676.740663 nChanged 40 SP:Iteration 20F (10698.648564 sec): 3 clusters Score: Raw -1228486.008322 + Penalty 1801.689973 = -1226684.318350 nChanged 43 SP:Iteration 21Q (10698.715252 sec): 3 clusters Score: Raw -1228494.329740 + Penalty 1801.689973 = -1226692.639768 nChanged 33 SP:Iteration 22Q (10698.770439 sec): 3 clusters Score: Raw -1228499.549759 + Penalty 1801.689973 = -1226697.859787 nChanged 24 SP:Iteration 23Q (10698.841356 sec): 3 clusters Score: Raw -1228503.269107 + Penalty 1801.689973 = -1226701.579135 nChanged 20 SP:Iteration 24Q (10698.906642 sec): 3 clusters Score: Raw -1228506.835217 + Penalty 1801.689973 = -1226705.145244 nChanged 22 SP:Iteration 25Q (10698.970128 sec): 3 clusters Score: Raw -1228509.972220 + Penalty 1801.689973 = -1226708.282247 nChanged 14 SP:Iteration 26Q (10699.033123 sec): 3 clusters Score: Raw -1228511.317327 + Penalty 1801.689973 = -1226709.627354 nChanged 10 SP:Iteration 27Q (10699.062616 sec): 3 clusters Score: Raw -1228512.465730 + Penalty 1801.689973 = -1226710.775758 nChanged 6 SP:Iteration 28Q (10699.089507 sec): 3 clusters Score: Raw -1228513.000554 + Penalty 1801.689973 = -1226711.310582 nChanged 8 SP:Iteration 29Q (10699.130921 sec): 3 clusters Score: Raw -1228513.572345 + Penalty 1801.689973 = -1226711.882373 nChanged 4 SP:Iteration 30Q (10699.156054 sec): 3 clusters Score: Raw -1228513.923377 + Penalty 1801.689973 = -1226712.233404 nChanged 2 SP:Iteration 31Q (10699.193810 sec): 3 clusters Score: Raw -1228514.145038 + Penalty 1801.689973 = -1226712.455066 nChanged 3 SP:Iteration 32Q (10699.238368 sec): 3 clusters Score: Raw -1228514.433403 + Penalty 1801.689973 = -1226712.743430 nChanged 5 SP:Iteration 33Q (10699.303893 sec): 3 clusters Score: Raw -1228515.269411 + Penalty 1801.689973 = -1226713.579439 nChanged 7 SP:Iteration 34Q (10699.367097 sec): 3 clusters Score: Raw -1228516.046616 + Penalty 1801.689973 = -1226714.356643 nChanged 4 SP:Iteration 35Q (10699.430034 sec): 3 clusters Score: Raw -1228516.457809 + Penalty 1801.689973 = -1226714.767837 nChanged 1 SP:Iteration 36Q (10699.493113 sec): 3 clusters Score: Raw -1228516.558962 + Penalty 1801.689973 = -1226714.868989 nChanged 0 SP:Iteration 37F (10699.552299 sec): 3 clusters Score: Raw -1228516.558962 + Penalty 1801.689973 = -1226714.868989 nChanged 0 Trying to split cluster 27 (5322 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10699.580122 sec): 2 clusters Score: Raw -465896.546168 + Penalty 815.062423 = -465081.483745 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10699.627674 sec): 3 clusters Score: Raw -462919.380677 + Penalty 1630.124846 = -461289.255831 nChanged 2307 SP:Iteration 1F (10699.672249 sec): 3 clusters Score: Raw -464345.623345 + Penalty 1630.124846 = -462715.498500 nChanged 464 SP:Iteration 2F (10699.724255 sec): 3 clusters Score: Raw -464751.627546 + Penalty 1630.124846 = -463121.502700 nChanged 460 SP:Iteration 3F (10699.777453 sec): 3 clusters Score: Raw -465158.837682 + Penalty 1630.124846 = -463528.712836 nChanged 453 SP:Iteration 4F (10699.818260 sec): 3 clusters Score: Raw -465556.683903 + Penalty 1630.124846 = -463926.559057 nChanged 405 SP:Iteration 5F (10699.872161 sec): 3 clusters Score: Raw -465849.128238 + Penalty 1630.124846 = -464219.003392 nChanged 257 SP:Iteration 6Q (10699.926386 sec): 3 clusters Score: Raw -466022.095309 + Penalty 1630.124846 = -464391.970463 nChanged 216 SP:Iteration 7Q (10699.984556 sec): 3 clusters Score: Raw -466179.622352 + Penalty 1630.124846 = -464549.497506 nChanged 188 SP:Iteration 8Q (10700.034588 sec): 3 clusters Score: Raw -466309.255737 + Penalty 1630.124846 = -464679.130892 nChanged 141 SP:Iteration 9Q (10700.077894 sec): 3 clusters Score: Raw -466396.863878 + Penalty 1630.124846 = -464766.739032 nChanged 107 SP:Iteration 10Q (10700.132576 sec): 3 clusters Score: Raw -466457.318589 + Penalty 1630.124846 = -464827.193743 nChanged 82 SP:Iteration 11Q (10700.185988 sec): 3 clusters Score: Raw -466502.123300 + Penalty 1630.124846 = -464871.998454 nChanged 69 SP:Iteration 12Q (10700.239975 sec): 3 clusters Score: Raw -466543.234572 + Penalty 1630.124846 = -464913.109726 nChanged 62 SP:Iteration 13Q (10700.296621 sec): 3 clusters Score: Raw -466573.926481 + Penalty 1630.124846 = -464943.801635 nChanged 47 SP:Iteration 14Q (10700.352484 sec): 3 clusters Score: Raw -466596.626278 + Penalty 1630.124846 = -464966.501432 nChanged 38 SP:Iteration 15Q (10700.406018 sec): 3 clusters Score: Raw -466615.515057 + Penalty 1630.124846 = -464985.390211 nChanged 26 SP:Iteration 16Q (10700.461356 sec): 3 clusters Score: Raw -466626.232721 + Penalty 1630.124846 = -464996.107875 nChanged 16 SP:Iteration 17Q (10700.513176 sec): 3 clusters Score: Raw -466632.360860 + Penalty 1630.124846 = -465002.236015 nChanged 11 SP:Iteration 18Q (10700.565177 sec): 3 clusters Score: Raw -466639.329227 + Penalty 1630.124846 = -465009.204381 nChanged 11 SP:Iteration 19Q (10700.619033 sec): 3 clusters Score: Raw -466645.433776 + Penalty 1630.124846 = -465015.308930 nChanged 6 SP:Iteration 20F (10700.673253 sec): 3 clusters Score: Raw -466649.326032 + Penalty 1630.124846 = -465019.201186 nChanged 10 SP:Iteration 21Q (10700.726467 sec): 3 clusters Score: Raw -466653.820890 + Penalty 1630.124846 = -465023.696044 nChanged 14 SP:Iteration 22Q (10700.779834 sec): 3 clusters Score: Raw -466661.298397 + Penalty 1630.124846 = -465031.173551 nChanged 10 SP:Iteration 23Q (10700.836969 sec): 3 clusters Score: Raw -466668.538939 + Penalty 1630.124846 = -465038.414094 nChanged 13 SP:Iteration 24Q (10700.874928 sec): 3 clusters Score: Raw -466680.418518 + Penalty 1630.124846 = -465050.293672 nChanged 10 SP:Iteration 25Q (10700.918858 sec): 3 clusters Score: Raw -466688.592824 + Penalty 1630.124846 = -465058.467979 nChanged 9 SP:Iteration 26Q (10700.973859 sec): 3 clusters Score: Raw -466695.493953 + Penalty 1630.124846 = -465065.369107 nChanged 6 SP:Iteration 27Q (10701.027049 sec): 3 clusters Score: Raw -466698.577496 + Penalty 1630.124846 = -465068.452650 nChanged 4 SP:Iteration 28Q (10701.080364 sec): 3 clusters Score: Raw -466701.238466 + Penalty 1630.124846 = -465071.113621 nChanged 2 SP:Iteration 29Q (10701.130764 sec): 3 clusters Score: Raw -466702.129114 + Penalty 1630.124846 = -465072.004268 nChanged 1 SP:Iteration 30Q (10701.183489 sec): 3 clusters Score: Raw -466702.400873 + Penalty 1630.124846 = -465072.276027 nChanged 0 SP:Iteration 31F (10701.226233 sec): 3 clusters Score: Raw -466702.400873 + Penalty 1630.124846 = -465072.276027 nChanged 0 Iteration 59Q (10711.577066 sec): 34 clusters Score: Raw -89501894.885512 + Penalty 43251.918853 = -89458642.966659 nChanged 15583 Iteration 60F (10727.223225 sec): 34 clusters Score: Raw -89510361.884878 + Penalty 43251.918853 = -89467109.966026 nChanged 13823 Iteration 61Q (10734.864013 sec): 34 clusters Score: Raw -89514689.082281 + Penalty 43251.918853 = -89471437.163428 nChanged 9933 Iteration 62Q (10743.053265 sec): 34 clusters Score: Raw -89517461.267650 + Penalty 43251.918853 = -89474209.348797 nChanged 8522 Iteration 63Q (10751.260941 sec): 34 clusters Score: Raw -89519727.822507 + Penalty 43251.918853 = -89476475.903654 nChanged 7679 Iteration 64Q (10758.993785 sec): 34 clusters Score: Raw -89521669.480602 + Penalty 43251.918853 = -89478417.561749 nChanged 7059 Iteration 65Q (10766.625367 sec): 34 clusters Score: Raw -89523357.868236 + Penalty 43251.918853 = -89480105.949384 nChanged 6650 Iteration 66Q (10774.812612 sec): 34 clusters Score: Raw -89524911.116979 + Penalty 43251.918853 = -89481659.198127 nChanged 6407 Iteration 67Q (10782.735715 sec): 34 clusters Score: Raw -89526283.758369 + Penalty 43251.918853 = -89483031.839517 nChanged 6016 Iteration 68Q (10790.424203 sec): 34 clusters Score: Raw -89527422.775500 + Penalty 43251.918853 = -89484170.856648 nChanged 5535 Iteration 69Q (10797.937911 sec): 34 clusters Score: Raw -89528305.182709 + Penalty 43251.918853 = -89485053.263856 nChanged 4946 Iteration 70Q (10805.973892 sec): 34 clusters Score: Raw -89528999.303161 + Penalty 43251.918853 = -89485747.384308 nChanged 4520 Iteration 71Q (10813.924266 sec): 34 clusters Score: Raw -89529567.025435 + Penalty 43251.918853 = -89486315.106582 nChanged 4178 Iteration 72Q (10821.477465 sec): 34 clusters Score: Raw -89530057.850191 + Penalty 43251.918853 = -89486805.931339 nChanged 3948 Iteration 73Q (10829.411923 sec): 34 clusters Score: Raw -89530485.592451 + Penalty 43251.918853 = -89487233.673598 nChanged 3671 Iteration 74Q (10837.482208 sec): 34 clusters Score: Raw -89530849.807880 + Penalty 43251.918853 = -89487597.889027 nChanged 3426 Iteration 75Q (10844.962287 sec): 34 clusters Score: Raw -89531187.092148 + Penalty 43251.918853 = -89487935.173296 nChanged 3333 Iteration 76Q (10852.221828 sec): 34 clusters Score: Raw -89531491.072926 + Penalty 43251.918853 = -89488239.154073 nChanged 3170 Iteration 77Q (10860.107971 sec): 34 clusters Score: Raw -89531776.542335 + Penalty 43251.918853 = -89488524.623483 nChanged 3043 Iteration 78Q (10868.130767 sec): 34 clusters Score: Raw -89532045.848141 + Penalty 43251.918853 = -89488793.929288 nChanged 2945 Iteration 79Q (10875.685959 sec): 34 clusters Score: Raw -89532322.870319 + Penalty 43251.918853 = -89489070.951466 nChanged 2916 Iteration 80F (10891.184649 sec): 34 clusters Score: Raw -89533313.478561 + Penalty 43251.918853 = -89490061.559709 nChanged 3736 Iteration 81Q (10898.623254 sec): 34 clusters Score: Raw -89534140.664357 + Penalty 43251.918853 = -89490888.745504 nChanged 3855 Iteration 82Q (10906.777579 sec): 34 clusters Score: Raw -89534693.446826 + Penalty 43251.918853 = -89491441.527973 nChanged 3691 Iteration 83Q (10914.514754 sec): 34 clusters Score: Raw -89535148.592589 + Penalty 43251.918853 = -89491896.673737 nChanged 3634 Iteration 84Q (10922.195276 sec): 34 clusters Score: Raw -89535557.432872 + Penalty 43251.918853 = -89492305.514019 nChanged 3504 Iteration 85Q (10929.924356 sec): 34 clusters Score: Raw -89535929.478411 + Penalty 43251.918853 = -89492677.559558 nChanged 3367 Iteration 86Q (10937.969770 sec): 34 clusters Score: Raw -89536260.212400 + Penalty 43251.918853 = -89493008.293547 nChanged 3126 Iteration 87Q (10945.891433 sec): 34 clusters Score: Raw -89536566.164822 + Penalty 43251.918853 = -89493314.245969 nChanged 3083 Iteration 88Q (10953.477504 sec): 34 clusters Score: Raw -89536862.150760 + Penalty 43251.918853 = -89493610.231908 nChanged 3052 Iteration 89Q (10961.404175 sec): 34 clusters Score: Raw -89537136.344752 + Penalty 43251.918853 = -89493884.425900 nChanged 2870 Iteration 90Q (10969.583050 sec): 34 clusters Score: Raw -89537381.899078 + Penalty 43251.918853 = -89494129.980225 nChanged 2828 Iteration 91Q (10977.071532 sec): 34 clusters Score: Raw -89537616.647052 + Penalty 43251.918853 = -89494364.728199 nChanged 2735 Iteration 92Q (10984.771959 sec): 34 clusters Score: Raw -89537828.443889 + Penalty 43251.918853 = -89494576.525037 nChanged 2524 Iteration 93Q (10992.877678 sec): 34 clusters Score: Raw -89538018.407975 + Penalty 43251.918853 = -89494766.489122 nChanged 2434 Iteration 94Q (11000.807750 sec): 34 clusters Score: Raw -89538203.266917 + Penalty 43251.918853 = -89494951.348064 nChanged 2336 Iteration 95Q (11008.252269 sec): 34 clusters Score: Raw -89538374.214453 + Penalty 43251.918853 = -89495122.295600 nChanged 2208 Iteration 96Q (11016.089702 sec): 34 clusters Score: Raw -89538536.599855 + Penalty 43251.918853 = -89495284.681002 nChanged 2185 Iteration 97Q (11024.181443 sec): 34 clusters Score: Raw -89538693.173654 + Penalty 43251.918853 = -89495441.254801 nChanged 2030 Iteration 98Q (11031.860833 sec): 34 clusters Score: Raw -89538830.153629 + Penalty 43251.918853 = -89495578.234776 nChanged 1958 Writing temp clu file Because OldScore, -89495441.254801, is greater than current (better) Score,-89495578.234776 Compute initial score before splitting: Score: Raw -89538830.153629 + Penalty 43251.918853 = -89495578.234776 Trying to split cluster 1 (13791 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11032.068896 sec): 2 clusters Score: Raw -1298865.231002 + Penalty 905.518291 = -1297959.712711 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11032.135406 sec): 3 clusters Score: Raw -1290359.484165 + Penalty 1811.036582 = -1288548.447583 nChanged 6294 SP:Iteration 1F (11032.210771 sec): 3 clusters Score: Raw -1294014.293968 + Penalty 1811.036582 = -1292203.257386 nChanged 847 SP:Iteration 2F (11032.275068 sec): 3 clusters Score: Raw -1294416.068107 + Penalty 1811.036582 = -1292605.031525 nChanged 779 SP:Iteration 3F (11032.329646 sec): 3 clusters Score: Raw -1294821.506274 + Penalty 1811.036582 = -1293010.469692 nChanged 745 SP:Iteration 4F (11032.394861 sec): 3 clusters Score: Raw -1295239.028116 + Penalty 1811.036582 = -1293427.991534 nChanged 778 SP:Iteration 5F (11032.446679 sec): 3 clusters Score: Raw -1295738.442060 + Penalty 1811.036582 = -1293927.405478 nChanged 814 SP:Iteration 6F (11032.503038 sec): 3 clusters Score: Raw -1296254.781797 + Penalty 1811.036582 = -1294443.745215 nChanged 689 SP:Iteration 7Q (11032.574868 sec): 3 clusters Score: Raw -1296648.291938 + Penalty 1811.036582 = -1294837.255356 nChanged 554 SP:Iteration 8Q (11032.629709 sec): 3 clusters Score: Raw -1296916.193810 + Penalty 1811.036582 = -1295105.157228 nChanged 396 SP:Iteration 9Q (11032.694403 sec): 3 clusters Score: Raw -1297057.348949 + Penalty 1811.036582 = -1295246.312367 nChanged 278 SP:Iteration 10Q (11032.769912 sec): 3 clusters Score: Raw -1297139.478862 + Penalty 1811.036582 = -1295328.442280 nChanged 214 SP:Iteration 11Q (11032.830667 sec): 3 clusters Score: Raw -1297202.083168 + Penalty 1811.036582 = -1295391.046586 nChanged 187 SP:Iteration 12Q (11032.893174 sec): 3 clusters Score: Raw -1297255.050780 + Penalty 1811.036582 = -1295444.014198 nChanged 162 SP:Iteration 13Q (11032.955591 sec): 3 clusters Score: Raw -1297296.293870 + Penalty 1811.036582 = -1295485.257288 nChanged 148 SP:Iteration 14Q (11033.017659 sec): 3 clusters Score: Raw -1297331.294849 + Penalty 1811.036582 = -1295520.258267 nChanged 139 SP:Iteration 15Q (11033.082455 sec): 3 clusters Score: Raw -1297364.388691 + Penalty 1811.036582 = -1295553.352109 nChanged 136 SP:Iteration 16Q (11033.148991 sec): 3 clusters Score: Raw -1297399.871238 + Penalty 1811.036582 = -1295588.834656 nChanged 137 SP:Iteration 17Q (11033.209482 sec): 3 clusters Score: Raw -1297432.741177 + Penalty 1811.036582 = -1295621.704595 nChanged 131 SP:Iteration 18Q (11033.275176 sec): 3 clusters Score: Raw -1297458.739034 + Penalty 1811.036582 = -1295647.702452 nChanged 120 SP:Iteration 19Q (11033.336444 sec): 3 clusters Score: Raw -1297480.963199 + Penalty 1811.036582 = -1295669.926616 nChanged 110 SP:Iteration 20F (11033.394600 sec): 3 clusters Score: Raw -1297501.366784 + Penalty 1811.036582 = -1295690.330202 nChanged 111 SP:Iteration 21Q (11033.467813 sec): 3 clusters Score: Raw -1297523.843726 + Penalty 1811.036582 = -1295712.807144 nChanged 91 SP:Iteration 22Q (11033.525180 sec): 3 clusters Score: Raw -1297543.583205 + Penalty 1811.036582 = -1295732.546623 nChanged 100 SP:Iteration 23Q (11033.588789 sec): 3 clusters Score: Raw -1297566.162175 + Penalty 1811.036582 = -1295755.125593 nChanged 101 SP:Iteration 24Q (11033.655573 sec): 3 clusters Score: Raw -1297592.046840 + Penalty 1811.036582 = -1295781.010258 nChanged 123 SP:Iteration 25Q (11033.719009 sec): 3 clusters Score: Raw -1297623.235966 + Penalty 1811.036582 = -1295812.199383 nChanged 145 SP:Iteration 26Q (11033.782928 sec): 3 clusters Score: Raw -1297676.685757 + Penalty 1811.036582 = -1295865.649175 nChanged 174 SP:Iteration 27Q (11033.836388 sec): 3 clusters Score: Raw -1297740.455983 + Penalty 1811.036582 = -1295929.419400 nChanged 186 SP:Iteration 28Q (11033.905110 sec): 3 clusters Score: Raw -1297805.699428 + Penalty 1811.036582 = -1295994.662846 nChanged 184 SP:Iteration 29Q (11033.960871 sec): 3 clusters Score: Raw -1297872.054156 + Penalty 1811.036582 = -1296061.017574 nChanged 185 SP:Iteration 30Q (11034.022299 sec): 3 clusters Score: Raw -1297946.019411 + Penalty 1811.036582 = -1296134.982829 nChanged 185 SP:Iteration 31Q (11034.085795 sec): 3 clusters Score: Raw -1298020.348955 + Penalty 1811.036582 = -1296209.312373 nChanged 179 SP:Iteration 32Q (11034.153596 sec): 3 clusters Score: Raw -1298101.260938 + Penalty 1811.036582 = -1296290.224356 nChanged 195 SP:Iteration 33Q (11034.212085 sec): 3 clusters Score: Raw -1298182.022231 + Penalty 1811.036582 = -1296370.985649 nChanged 173 SP:Iteration 34Q (11034.277829 sec): 3 clusters Score: Raw -1298257.256746 + Penalty 1811.036582 = -1296446.220164 nChanged 157 SP:Iteration 35Q (11034.336297 sec): 3 clusters Score: Raw -1298314.342367 + Penalty 1811.036582 = -1296503.305785 nChanged 156 SP:Iteration 36Q (11034.398663 sec): 3 clusters Score: Raw -1298372.557453 + Penalty 1811.036582 = -1296561.520871 nChanged 163 SP:Iteration 37Q (11034.461883 sec): 3 clusters Score: Raw -1298436.500709 + Penalty 1811.036582 = -1296625.464127 nChanged 171 SP:Iteration 38Q (11034.524904 sec): 3 clusters Score: Raw -1298504.364369 + Penalty 1811.036582 = -1296693.327787 nChanged 180 SP:Iteration 39Q (11034.588209 sec): 3 clusters Score: Raw -1298590.911471 + Penalty 1811.036582 = -1296779.874889 nChanged 178 SP:Iteration 40F (11034.650763 sec): 3 clusters Score: Raw -1298697.407258 + Penalty 1811.036582 = -1296886.370676 nChanged 185 SP:Iteration 41Q (11034.701806 sec): 3 clusters Score: Raw -1298815.069928 + Penalty 1811.036582 = -1297004.033346 nChanged 203 SP:Iteration 42Q (11034.773417 sec): 3 clusters Score: Raw -1298934.129800 + Penalty 1811.036582 = -1297123.093218 nChanged 204 SP:Iteration 43Q (11034.837643 sec): 3 clusters Score: Raw -1299057.459946 + Penalty 1811.036582 = -1297246.423363 nChanged 216 SP:Iteration 44Q (11034.897586 sec): 3 clusters Score: Raw -1299210.248517 + Penalty 1811.036582 = -1297399.211935 nChanged 221 SP:Iteration 45Q (11034.954568 sec): 3 clusters Score: Raw -1299412.370676 + Penalty 1811.036582 = -1297601.334094 nChanged 243 SP:Iteration 46Q (11035.017615 sec): 3 clusters Score: Raw -1299643.808307 + Penalty 1811.036582 = -1297832.771725 nChanged 244 SP:Iteration 47Q (11035.076590 sec): 3 clusters Score: Raw -1299873.954613 + Penalty 1811.036582 = -1298062.918031 nChanged 241 SP:Iteration 48Q (11035.131812 sec): 3 clusters Score: Raw -1300104.943557 + Penalty 1811.036582 = -1298293.906975 nChanged 213 SP:Iteration 49Q (11035.193370 sec): 3 clusters Score: Raw -1300326.621320 + Penalty 1811.036582 = -1298515.584738 nChanged 217 SP:Iteration 50Q (11035.253261 sec): 3 clusters Score: Raw -1300544.727305 + Penalty 1811.036582 = -1298733.690723 nChanged 169 SP:Iteration 51Q (11035.304590 sec): 3 clusters Score: Raw -1300682.383779 + Penalty 1811.036582 = -1298871.347197 nChanged 128 SP:Iteration 52Q (11035.367796 sec): 3 clusters Score: Raw -1300786.171250 + Penalty 1811.036582 = -1298975.134668 nChanged 103 SP:Iteration 53Q (11035.437517 sec): 3 clusters Score: Raw -1300874.359957 + Penalty 1811.036582 = -1299063.323375 nChanged 69 SP:Iteration 54Q (11035.502753 sec): 3 clusters Score: Raw -1300919.141559 + Penalty 1811.036582 = -1299108.104977 nChanged 41 SP:Iteration 55Q (11035.564901 sec): 3 clusters Score: Raw -1300941.019956 + Penalty 1811.036582 = -1299129.983374 nChanged 32 SP:Iteration 56Q (11035.627401 sec): 3 clusters Score: Raw -1300956.839558 + Penalty 1811.036582 = -1299145.802976 nChanged 24 SP:Iteration 57Q (11035.677545 sec): 3 clusters Score: Raw -1300967.044877 + Penalty 1811.036582 = -1299156.008295 nChanged 22 SP:Iteration 58Q (11035.737874 sec): 3 clusters Score: Raw -1300976.047656 + Penalty 1811.036582 = -1299165.011074 nChanged 17 SP:Iteration 59Q (11035.793426 sec): 3 clusters Score: Raw -1300980.275934 + Penalty 1811.036582 = -1299169.239352 nChanged 5 SP:Iteration 60F (11035.864849 sec): 3 clusters Score: Raw -1301023.430113 + Penalty 1811.036582 = -1299212.393531 nChanged 20 SP:Iteration 61Q (11035.920787 sec): 3 clusters Score: Raw -1301035.522463 + Penalty 1811.036582 = -1299224.485881 nChanged 10 SP:Iteration 62Q (11035.972221 sec): 3 clusters Score: Raw -1301038.716513 + Penalty 1811.036582 = -1299227.679931 nChanged 13 SP:Iteration 63Q (11036.030865 sec): 3 clusters Score: Raw -1301042.315320 + Penalty 1811.036582 = -1299231.278738 nChanged 7 SP:Iteration 64Q (11036.093322 sec): 3 clusters Score: Raw -1301044.454800 + Penalty 1811.036582 = -1299233.418218 nChanged 7 SP:Iteration 65Q (11036.151684 sec): 3 clusters Score: Raw -1301046.802068 + Penalty 1811.036582 = -1299235.765486 nChanged 3 SP:Iteration 66Q (11036.201029 sec): 3 clusters Score: Raw -1301047.576135 + Penalty 1811.036582 = -1299236.539552 nChanged 2 SP:Iteration 67Q (11036.253604 sec): 3 clusters Score: Raw -1301047.946203 + Penalty 1811.036582 = -1299236.909621 nChanged 0 SP:Iteration 68F (11036.313786 sec): 3 clusters Score: Raw -1301047.946203 + Penalty 1811.036582 = -1299236.909621 nChanged 0 Score: Raw -89541084.176556 + Penalty 44562.583060 = -89496521.593496 Splitting cluster 1 changes total score from -89495578.234776 to -89496521.593496 So it's getting split into cluster 34. Trying to split cluster 2 (7668 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11052.431197 sec): 2 clusters Score: Raw -736561.148334 + Penalty 849.757055 = -735711.391279 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11052.487904 sec): 3 clusters Score: Raw -732058.182494 + Penalty 1699.514110 = -730358.668384 nChanged 3454 SP:Iteration 1F (11052.541296 sec): 3 clusters Score: Raw -734119.083728 + Penalty 1699.514110 = -732419.569618 nChanged 554 SP:Iteration 2F (11052.593745 sec): 3 clusters Score: Raw -734418.056738 + Penalty 1699.514110 = -732718.542628 nChanged 457 SP:Iteration 3F (11052.645693 sec): 3 clusters Score: Raw -734641.734107 + Penalty 1699.514110 = -732942.219997 nChanged 369 SP:Iteration 4Q (11052.695335 sec): 3 clusters Score: Raw -734794.211063 + Penalty 1699.514110 = -733094.696953 nChanged 298 SP:Iteration 5Q (11052.757207 sec): 3 clusters Score: Raw -734916.951434 + Penalty 1699.514110 = -733217.437325 nChanged 290 SP:Iteration 6Q (11052.813070 sec): 3 clusters Score: Raw -735037.111681 + Penalty 1699.514110 = -733337.597572 nChanged 271 SP:Iteration 7Q (11052.861250 sec): 3 clusters Score: Raw -735151.120488 + Penalty 1699.514110 = -733451.606378 nChanged 266 SP:Iteration 8Q (11052.906847 sec): 3 clusters Score: Raw -735256.950931 + Penalty 1699.514110 = -733557.436822 nChanged 265 SP:Iteration 9Q (11052.958054 sec): 3 clusters Score: Raw -735368.774937 + Penalty 1699.514110 = -733669.260827 nChanged 266 SP:Iteration 10Q (11053.023324 sec): 3 clusters Score: Raw -735473.694815 + Penalty 1699.514110 = -733774.180705 nChanged 263 SP:Iteration 11Q (11053.066586 sec): 3 clusters Score: Raw -735589.387955 + Penalty 1699.514110 = -733889.873845 nChanged 257 SP:Iteration 12Q (11053.127794 sec): 3 clusters Score: Raw -735711.071390 + Penalty 1699.514110 = -734011.557280 nChanged 272 SP:Iteration 13Q (11053.175920 sec): 3 clusters Score: Raw -735841.008350 + Penalty 1699.514110 = -734141.494240 nChanged 254 SP:Iteration 14Q (11053.231079 sec): 3 clusters Score: Raw -735963.110827 + Penalty 1699.514110 = -734263.596717 nChanged 228 SP:Iteration 15Q (11053.288431 sec): 3 clusters Score: Raw -736087.703122 + Penalty 1699.514110 = -734388.189012 nChanged 237 SP:Iteration 16Q (11053.345437 sec): 3 clusters Score: Raw -736218.785353 + Penalty 1699.514110 = -734519.271243 nChanged 195 SP:Iteration 17Q (11053.402132 sec): 3 clusters Score: Raw -736323.407110 + Penalty 1699.514110 = -734623.893000 nChanged 173 SP:Iteration 18Q (11053.463713 sec): 3 clusters Score: Raw -736426.341178 + Penalty 1699.514110 = -734726.827068 nChanged 170 SP:Iteration 19Q (11053.521021 sec): 3 clusters Score: Raw -736524.507977 + Penalty 1699.514110 = -734824.993867 nChanged 148 SP:Iteration 20F (11053.567746 sec): 3 clusters Score: Raw -736604.989884 + Penalty 1699.514110 = -734905.475774 nChanged 118 SP:Iteration 21Q (11053.623460 sec): 3 clusters Score: Raw -736664.695487 + Penalty 1699.514110 = -734965.181377 nChanged 123 SP:Iteration 22Q (11053.675681 sec): 3 clusters Score: Raw -736728.112374 + Penalty 1699.514110 = -735028.598264 nChanged 93 SP:Iteration 23Q (11053.732800 sec): 3 clusters Score: Raw -736766.255831 + Penalty 1699.514110 = -735066.741721 nChanged 88 SP:Iteration 24Q (11053.790503 sec): 3 clusters Score: Raw -736799.006486 + Penalty 1699.514110 = -735099.492377 nChanged 65 SP:Iteration 25Q (11053.857622 sec): 3 clusters Score: Raw -736820.747144 + Penalty 1699.514110 = -735121.233034 nChanged 66 SP:Iteration 26Q (11053.903499 sec): 3 clusters Score: Raw -736844.218005 + Penalty 1699.514110 = -735144.703895 nChanged 53 SP:Iteration 27Q (11053.958774 sec): 3 clusters Score: Raw -736859.942540 + Penalty 1699.514110 = -735160.428430 nChanged 49 SP:Iteration 28Q (11054.025518 sec): 3 clusters Score: Raw -736875.841672 + Penalty 1699.514110 = -735176.327563 nChanged 47 SP:Iteration 29Q (11054.070959 sec): 3 clusters Score: Raw -736894.449164 + Penalty 1699.514110 = -735194.935054 nChanged 41 SP:Iteration 30Q (11054.131724 sec): 3 clusters Score: Raw -736906.377229 + Penalty 1699.514110 = -735206.863119 nChanged 27 SP:Iteration 31Q (11054.199263 sec): 3 clusters Score: Raw -736913.400243 + Penalty 1699.514110 = -735213.886133 nChanged 28 SP:Iteration 32Q (11054.249383 sec): 3 clusters Score: Raw -736922.587637 + Penalty 1699.514110 = -735223.073528 nChanged 31 SP:Iteration 33Q (11054.308449 sec): 3 clusters Score: Raw -736931.513571 + Penalty 1699.514110 = -735231.999461 nChanged 25 SP:Iteration 34Q (11054.342125 sec): 3 clusters Score: Raw -736937.817108 + Penalty 1699.514110 = -735238.302999 nChanged 19 SP:Iteration 35Q (11054.397634 sec): 3 clusters Score: Raw -736943.550771 + Penalty 1699.514110 = -735244.036661 nChanged 23 SP:Iteration 36Q (11054.453568 sec): 3 clusters Score: Raw -736950.483370 + Penalty 1699.514110 = -735250.969260 nChanged 21 SP:Iteration 37Q (11054.509266 sec): 3 clusters Score: Raw -736956.432901 + Penalty 1699.514110 = -735256.918791 nChanged 15 SP:Iteration 38Q (11054.564408 sec): 3 clusters Score: Raw -736960.117762 + Penalty 1699.514110 = -735260.603652 nChanged 20 SP:Iteration 39Q (11054.619460 sec): 3 clusters Score: Raw -736965.982678 + Penalty 1699.514110 = -735266.468568 nChanged 23 SP:Iteration 40F (11054.666116 sec): 3 clusters Score: Raw -736974.074977 + Penalty 1699.514110 = -735274.560867 nChanged 24 SP:Iteration 41Q (11054.719008 sec): 3 clusters Score: Raw -736979.597326 + Penalty 1699.514110 = -735280.083216 nChanged 15 SP:Iteration 42Q (11054.775362 sec): 3 clusters Score: Raw -736983.053654 + Penalty 1699.514110 = -735283.539544 nChanged 17 SP:Iteration 43Q (11054.831116 sec): 3 clusters Score: Raw -736988.195577 + Penalty 1699.514110 = -735288.681467 nChanged 15 SP:Iteration 44Q (11054.882666 sec): 3 clusters Score: Raw -736992.824490 + Penalty 1699.514110 = -735293.310381 nChanged 15 SP:Iteration 45Q (11054.938165 sec): 3 clusters Score: Raw -736998.759115 + Penalty 1699.514110 = -735299.245005 nChanged 21 SP:Iteration 46Q (11054.993968 sec): 3 clusters Score: Raw -737006.484770 + Penalty 1699.514110 = -735306.970660 nChanged 22 SP:Iteration 47Q (11055.049715 sec): 3 clusters Score: Raw -737013.680901 + Penalty 1699.514110 = -735314.166792 nChanged 15 SP:Iteration 48Q (11055.105100 sec): 3 clusters Score: Raw -737020.459014 + Penalty 1699.514110 = -735320.944904 nChanged 13 SP:Iteration 49Q (11055.160932 sec): 3 clusters Score: Raw -737023.976000 + Penalty 1699.514110 = -735324.461890 nChanged 12 SP:Iteration 50Q (11055.202530 sec): 3 clusters Score: Raw -737027.896600 + Penalty 1699.514110 = -735328.382490 nChanged 13 SP:Iteration 51Q (11055.265537 sec): 3 clusters Score: Raw -737032.983598 + Penalty 1699.514110 = -735333.469488 nChanged 16 SP:Iteration 52Q (11055.310186 sec): 3 clusters Score: Raw -737038.211090 + Penalty 1699.514110 = -735338.696980 nChanged 12 SP:Iteration 53Q (11055.365500 sec): 3 clusters Score: Raw -737042.243120 + Penalty 1699.514110 = -735342.729010 nChanged 15 SP:Iteration 54Q (11055.421020 sec): 3 clusters Score: Raw -737050.426833 + Penalty 1699.514110 = -735350.912723 nChanged 22 SP:Iteration 55Q (11055.476718 sec): 3 clusters Score: Raw -737060.119438 + Penalty 1699.514110 = -735360.605328 nChanged 19 SP:Iteration 56Q (11055.532089 sec): 3 clusters Score: Raw -737070.788893 + Penalty 1699.514110 = -735371.274783 nChanged 26 SP:Iteration 57Q (11055.587387 sec): 3 clusters Score: Raw -737084.623744 + Penalty 1699.514110 = -735385.109634 nChanged 30 SP:Iteration 58Q (11055.642450 sec): 3 clusters Score: Raw -737100.558025 + Penalty 1699.514110 = -735401.043915 nChanged 35 SP:Iteration 59Q (11055.698718 sec): 3 clusters Score: Raw -737120.747821 + Penalty 1699.514110 = -735421.233711 nChanged 36 SP:Iteration 60F (11055.755912 sec): 3 clusters Score: Raw -737141.370723 + Penalty 1699.514110 = -735441.856613 nChanged 27 SP:Iteration 61Q (11055.810886 sec): 3 clusters Score: Raw -737154.991005 + Penalty 1699.514110 = -735455.476895 nChanged 23 SP:Iteration 62Q (11055.867189 sec): 3 clusters Score: Raw -737169.267120 + Penalty 1699.514110 = -735469.753010 nChanged 25 SP:Iteration 63Q (11055.922691 sec): 3 clusters Score: Raw -737186.956261 + Penalty 1699.514110 = -735487.442151 nChanged 25 SP:Iteration 64Q (11055.978006 sec): 3 clusters Score: Raw -737208.822916 + Penalty 1699.514110 = -735509.308806 nChanged 29 SP:Iteration 65Q (11056.026810 sec): 3 clusters Score: Raw -737230.442871 + Penalty 1699.514110 = -735530.928762 nChanged 23 SP:Iteration 66Q (11056.081999 sec): 3 clusters Score: Raw -737246.152176 + Penalty 1699.514110 = -735546.638066 nChanged 26 SP:Iteration 67Q (11056.137534 sec): 3 clusters Score: Raw -737262.837141 + Penalty 1699.514110 = -735563.323031 nChanged 21 SP:Iteration 68Q (11056.192578 sec): 3 clusters Score: Raw -737286.117806 + Penalty 1699.514110 = -735586.603696 nChanged 28 SP:Iteration 69Q (11056.248352 sec): 3 clusters Score: Raw -737310.281234 + Penalty 1699.514110 = -735610.767125 nChanged 18 SP:Iteration 70Q (11056.315210 sec): 3 clusters Score: Raw -737328.118960 + Penalty 1699.514110 = -735628.604850 nChanged 28 SP:Iteration 71Q (11056.348318 sec): 3 clusters Score: Raw -737355.795418 + Penalty 1699.514110 = -735656.281308 nChanged 23 SP:Iteration 72Q (11056.400577 sec): 3 clusters Score: Raw -737378.607727 + Penalty 1699.514110 = -735679.093617 nChanged 15 SP:Iteration 73Q (11056.460428 sec): 3 clusters Score: Raw -737399.816262 + Penalty 1699.514110 = -735700.302153 nChanged 16 SP:Iteration 74Q (11056.514443 sec): 3 clusters Score: Raw -737414.723696 + Penalty 1699.514110 = -735715.209586 nChanged 11 SP:Iteration 75Q (11056.560197 sec): 3 clusters Score: Raw -737422.078137 + Penalty 1699.514110 = -735722.564027 nChanged 6 SP:Iteration 76Q (11056.605410 sec): 3 clusters Score: Raw -737425.724210 + Penalty 1699.514110 = -735726.210100 nChanged 4 SP:Iteration 77Q (11056.658227 sec): 3 clusters Score: Raw -737429.021524 + Penalty 1699.514110 = -735729.507414 nChanged 3 SP:Iteration 78Q (11056.718078 sec): 3 clusters Score: Raw -737431.687235 + Penalty 1699.514110 = -735732.173126 nChanged 3 SP:Iteration 79Q (11056.769319 sec): 3 clusters Score: Raw -737435.630598 + Penalty 1699.514110 = -735736.116488 nChanged 5 SP:Iteration 80F (11056.825143 sec): 3 clusters Score: Raw -737438.634638 + Penalty 1699.514110 = -735739.120528 nChanged 4 SP:Iteration 81Q (11056.872966 sec): 3 clusters Score: Raw -737441.294805 + Penalty 1699.514110 = -735741.780695 nChanged 5 SP:Iteration 82Q (11056.922286 sec): 3 clusters Score: Raw -737444.417577 + Penalty 1699.514110 = -735744.903467 nChanged 3 SP:Iteration 83Q (11056.963778 sec): 3 clusters Score: Raw -737445.954880 + Penalty 1699.514110 = -735746.440771 nChanged 4 SP:Iteration 84Q (11057.018329 sec): 3 clusters Score: Raw -737449.190436 + Penalty 1699.514110 = -735749.676326 nChanged 7 SP:Iteration 85Q (11057.073847 sec): 3 clusters Score: Raw -737457.122297 + Penalty 1699.514110 = -735757.608187 nChanged 3 SP:Iteration 86Q (11057.127841 sec): 3 clusters Score: Raw -737463.050267 + Penalty 1699.514110 = -735763.536158 nChanged 7 SP:Iteration 87Q (11057.182912 sec): 3 clusters Score: Raw -737472.333457 + Penalty 1699.514110 = -735772.819347 nChanged 5 SP:Iteration 88Q (11057.230310 sec): 3 clusters Score: Raw -737476.868415 + Penalty 1699.514110 = -735777.354305 nChanged 3 SP:Iteration 89Q (11057.271992 sec): 3 clusters Score: Raw -737478.469494 + Penalty 1699.514110 = -735778.955384 nChanged 2 SP:Iteration 90Q (11057.326659 sec): 3 clusters Score: Raw -737479.333302 + Penalty 1699.514110 = -735779.819192 nChanged 0 SP:Iteration 91F (11057.395267 sec): 3 clusters Score: Raw -737479.333302 + Penalty 1699.514110 = -735779.819192 nChanged 0 Score: Raw -89542002.361524 + Penalty 45873.247268 = -89496129.114256 Splitting cluster 2 changes total score from -89495578.234776 to -89496129.114256 So it's getting split into cluster 35. Trying to split cluster 3 (38683 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11073.019532 sec): 2 clusters Score: Raw -3415341.008569 + Penalty 1003.499773 = -3414337.508796 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11073.115066 sec): 3 clusters Score: Raw -3390627.549501 + Penalty 2006.999546 = -3388620.549955 nChanged 18311 SP:Iteration 1F (11073.213025 sec): 3 clusters Score: Raw -3401893.756203 + Penalty 2006.999546 = -3399886.756657 nChanged 2041 SP:Iteration 2F (11073.316715 sec): 3 clusters Score: Raw -3403025.993678 + Penalty 2006.999546 = -3401018.994132 nChanged 2214 SP:Iteration 3F (11073.404749 sec): 3 clusters Score: Raw -3404538.657128 + Penalty 2006.999546 = -3402531.657582 nChanged 2439 SP:Iteration 4F (11073.503369 sec): 3 clusters Score: Raw -3406378.616568 + Penalty 2006.999546 = -3404371.617022 nChanged 2467 SP:Iteration 5F (11073.603763 sec): 3 clusters Score: Raw -3408130.553434 + Penalty 2006.999546 = -3406123.553888 nChanged 2198 SP:Iteration 6F (11073.701074 sec): 3 clusters Score: Raw -3409460.548177 + Penalty 2006.999546 = -3407453.548631 nChanged 1863 SP:Iteration 7Q (11073.810594 sec): 3 clusters Score: Raw -3410362.329790 + Penalty 2006.999546 = -3408355.330244 nChanged 1448 SP:Iteration 8Q (11073.900955 sec): 3 clusters Score: Raw -3410885.142235 + Penalty 2006.999546 = -3408878.142689 nChanged 1049 SP:Iteration 9Q (11073.995535 sec): 3 clusters Score: Raw -3411202.040141 + Penalty 2006.999546 = -3409195.040595 nChanged 812 SP:Iteration 10Q (11074.097443 sec): 3 clusters Score: Raw -3411437.386172 + Penalty 2006.999546 = -3409430.386626 nChanged 686 SP:Iteration 11Q (11074.195694 sec): 3 clusters Score: Raw -3411633.426900 + Penalty 2006.999546 = -3409626.427354 nChanged 637 SP:Iteration 12Q (11074.297191 sec): 3 clusters Score: Raw -3411817.898370 + Penalty 2006.999546 = -3409810.898824 nChanged 603 SP:Iteration 13Q (11074.387108 sec): 3 clusters Score: Raw -3412006.368694 + Penalty 2006.999546 = -3409999.369148 nChanged 636 SP:Iteration 14Q (11074.484189 sec): 3 clusters Score: Raw -3412205.672610 + Penalty 2006.999546 = -3410198.673063 nChanged 665 SP:Iteration 15Q (11074.577916 sec): 3 clusters Score: Raw -3412415.210275 + Penalty 2006.999546 = -3410408.210729 nChanged 689 SP:Iteration 16Q (11074.666753 sec): 3 clusters Score: Raw -3412649.078503 + Penalty 2006.999546 = -3410642.078957 nChanged 719 SP:Iteration 17Q (11074.774273 sec): 3 clusters Score: Raw -3412895.836103 + Penalty 2006.999546 = -3410888.836557 nChanged 704 SP:Iteration 18Q (11074.864971 sec): 3 clusters Score: Raw -3413139.274555 + Penalty 2006.999546 = -3411132.275009 nChanged 755 SP:Iteration 19Q (11074.963960 sec): 3 clusters Score: Raw -3413401.149310 + Penalty 2006.999546 = -3411394.149764 nChanged 728 SP:Iteration 20F (11075.056654 sec): 3 clusters Score: Raw -3413656.269787 + Penalty 2006.999546 = -3411649.270241 nChanged 733 SP:Iteration 21Q (11075.141775 sec): 3 clusters Score: Raw -3413898.557526 + Penalty 2006.999546 = -3411891.557980 nChanged 670 SP:Iteration 22Q (11075.242635 sec): 3 clusters Score: Raw -3414121.519765 + Penalty 2006.999546 = -3412114.520219 nChanged 669 SP:Iteration 23Q (11075.336436 sec): 3 clusters Score: Raw -3414342.235674 + Penalty 2006.999546 = -3412335.236128 nChanged 581 SP:Iteration 24Q (11075.418174 sec): 3 clusters Score: Raw -3414534.122699 + Penalty 2006.999546 = -3412527.123153 nChanged 527 SP:Iteration 25Q (11075.510339 sec): 3 clusters Score: Raw -3414693.411045 + Penalty 2006.999546 = -3412686.411499 nChanged 438 SP:Iteration 26Q (11075.609027 sec): 3 clusters Score: Raw -3414823.398135 + Penalty 2006.999546 = -3412816.398588 nChanged 364 SP:Iteration 27Q (11075.699525 sec): 3 clusters Score: Raw -3414929.441888 + Penalty 2006.999546 = -3412922.442342 nChanged 304 SP:Iteration 28Q (11075.790147 sec): 3 clusters Score: Raw -3415011.341024 + Penalty 2006.999546 = -3413004.341478 nChanged 266 SP:Iteration 29Q (11075.884025 sec): 3 clusters Score: Raw -3415076.466259 + Penalty 2006.999546 = -3413069.466712 nChanged 228 SP:Iteration 30Q (11075.973151 sec): 3 clusters Score: Raw -3415130.701081 + Penalty 2006.999546 = -3413123.701535 nChanged 212 SP:Iteration 31Q (11076.067079 sec): 3 clusters Score: Raw -3415181.764140 + Penalty 2006.999546 = -3413174.764594 nChanged 188 SP:Iteration 32Q (11076.153521 sec): 3 clusters Score: Raw -3415222.917158 + Penalty 2006.999546 = -3413215.917612 nChanged 170 SP:Iteration 33Q (11076.235164 sec): 3 clusters Score: Raw -3415260.186406 + Penalty 2006.999546 = -3413253.186860 nChanged 132 SP:Iteration 34Q (11076.329656 sec): 3 clusters Score: Raw -3415291.052228 + Penalty 2006.999546 = -3413284.052682 nChanged 143 SP:Iteration 35Q (11076.408533 sec): 3 clusters Score: Raw -3415326.736140 + Penalty 2006.999546 = -3413319.736593 nChanged 118 SP:Iteration 36Q (11076.494769 sec): 3 clusters Score: Raw -3415357.019246 + Penalty 2006.999546 = -3413350.019700 nChanged 116 SP:Iteration 37Q (11076.585562 sec): 3 clusters Score: Raw -3415383.576093 + Penalty 2006.999546 = -3413376.576547 nChanged 111 SP:Iteration 38Q (11076.683291 sec): 3 clusters Score: Raw -3415412.542240 + Penalty 2006.999546 = -3413405.542694 nChanged 97 SP:Iteration 39Q (11076.768606 sec): 3 clusters Score: Raw -3415436.328148 + Penalty 2006.999546 = -3413429.328602 nChanged 76 SP:Iteration 40F (11076.873549 sec): 3 clusters Score: Raw -3415452.770953 + Penalty 2006.999546 = -3413445.771407 nChanged 66 SP:Iteration 41Q (11076.964843 sec): 3 clusters Score: Raw -3415465.169934 + Penalty 2006.999546 = -3413458.170388 nChanged 57 SP:Iteration 42Q (11077.056110 sec): 3 clusters Score: Raw -3415478.263698 + Penalty 2006.999546 = -3413471.264151 nChanged 57 SP:Iteration 43Q (11077.147339 sec): 3 clusters Score: Raw -3415491.291790 + Penalty 2006.999546 = -3413484.292244 nChanged 53 SP:Iteration 44Q (11077.237972 sec): 3 clusters Score: Raw -3415500.221129 + Penalty 2006.999546 = -3413493.221583 nChanged 35 SP:Iteration 45Q (11077.328942 sec): 3 clusters Score: Raw -3415505.662161 + Penalty 2006.999546 = -3413498.662615 nChanged 26 SP:Iteration 46Q (11077.419911 sec): 3 clusters Score: Raw -3415512.401859 + Penalty 2006.999546 = -3413505.402313 nChanged 38 SP:Iteration 47Q (11077.509073 sec): 3 clusters Score: Raw -3415519.957409 + Penalty 2006.999546 = -3413512.957863 nChanged 27 SP:Iteration 48Q (11077.592500 sec): 3 clusters Score: Raw -3415525.250265 + Penalty 2006.999546 = -3413518.250719 nChanged 28 SP:Iteration 49Q (11077.684820 sec): 3 clusters Score: Raw -3415529.850542 + Penalty 2006.999546 = -3413522.850996 nChanged 26 SP:Iteration 50Q (11077.780138 sec): 3 clusters Score: Raw -3415535.051482 + Penalty 2006.999546 = -3413528.051936 nChanged 26 SP:Iteration 51Q (11077.869662 sec): 3 clusters Score: Raw -3415539.700829 + Penalty 2006.999546 = -3413532.701282 nChanged 18 SP:Iteration 52Q (11077.959071 sec): 3 clusters Score: Raw -3415543.419232 + Penalty 2006.999546 = -3413536.419686 nChanged 18 SP:Iteration 53Q (11078.034094 sec): 3 clusters Score: Raw -3415546.546532 + Penalty 2006.999546 = -3413539.546986 nChanged 19 SP:Iteration 54Q (11078.127628 sec): 3 clusters Score: Raw -3415549.952503 + Penalty 2006.999546 = -3413542.952957 nChanged 17 SP:Iteration 55Q (11078.215804 sec): 3 clusters Score: Raw -3415553.066500 + Penalty 2006.999546 = -3413546.066954 nChanged 20 SP:Iteration 56Q (11078.313194 sec): 3 clusters Score: Raw -3415557.027600 + Penalty 2006.999546 = -3413550.028054 nChanged 20 SP:Iteration 57Q (11078.403822 sec): 3 clusters Score: Raw -3415560.138268 + Penalty 2006.999546 = -3413553.138722 nChanged 11 SP:Iteration 58Q (11078.493876 sec): 3 clusters Score: Raw -3415561.756048 + Penalty 2006.999546 = -3413554.756502 nChanged 12 SP:Iteration 59Q (11078.573258 sec): 3 clusters Score: Raw -3415563.679717 + Penalty 2006.999546 = -3413556.680171 nChanged 11 SP:Iteration 60F (11078.669469 sec): 3 clusters Score: Raw -3415565.202112 + Penalty 2006.999546 = -3413558.202566 nChanged 8 SP:Iteration 61Q (11078.753195 sec): 3 clusters Score: Raw -3415566.205202 + Penalty 2006.999546 = -3413559.205656 nChanged 2 SP:Iteration 62Q (11078.847318 sec): 3 clusters Score: Raw -3415566.373965 + Penalty 2006.999546 = -3413559.374419 nChanged 2 SP:Iteration 63Q (11078.921963 sec): 3 clusters Score: Raw -3415566.574418 + Penalty 2006.999546 = -3413559.574872 nChanged 2 SP:Iteration 64Q (11079.003931 sec): 3 clusters Score: Raw -3415566.821755 + Penalty 2006.999546 = -3413559.822209 nChanged 3 SP:Iteration 65Q (11079.087918 sec): 3 clusters Score: Raw -3415567.178644 + Penalty 2006.999546 = -3413560.179098 nChanged 3 SP:Iteration 66Q (11079.184393 sec): 3 clusters Score: Raw -3415567.575805 + Penalty 2006.999546 = -3413560.576259 nChanged 6 SP:Iteration 67Q (11079.273528 sec): 3 clusters Score: Raw -3415568.768810 + Penalty 2006.999546 = -3413561.769264 nChanged 6 SP:Iteration 68Q (11079.362632 sec): 3 clusters Score: Raw -3415570.823422 + Penalty 2006.999546 = -3413563.823876 nChanged 9 SP:Iteration 69Q (11079.441738 sec): 3 clusters Score: Raw -3415572.344526 + Penalty 2006.999546 = -3413565.344980 nChanged 10 SP:Iteration 70Q (11079.524233 sec): 3 clusters Score: Raw -3415574.073393 + Penalty 2006.999546 = -3413567.073847 nChanged 7 SP:Iteration 71Q (11079.605502 sec): 3 clusters Score: Raw -3415575.243496 + Penalty 2006.999546 = -3413568.243950 nChanged 5 SP:Iteration 72Q (11079.702714 sec): 3 clusters Score: Raw -3415575.851499 + Penalty 2006.999546 = -3413568.851953 nChanged 6 SP:Iteration 73Q (11079.787969 sec): 3 clusters Score: Raw -3415576.703054 + Penalty 2006.999546 = -3413569.703508 nChanged 8 SP:Iteration 74Q (11079.873396 sec): 3 clusters Score: Raw -3415578.081389 + Penalty 2006.999546 = -3413571.081842 nChanged 7 SP:Iteration 75Q (11079.964966 sec): 3 clusters Score: Raw -3415579.459503 + Penalty 2006.999546 = -3413572.459957 nChanged 9 SP:Iteration 76Q (11080.043827 sec): 3 clusters Score: Raw -3415580.785694 + Penalty 2006.999546 = -3413573.786148 nChanged 7 SP:Iteration 77Q (11080.129926 sec): 3 clusters Score: Raw -3415582.276970 + Penalty 2006.999546 = -3413575.277424 nChanged 8 SP:Iteration 78Q (11080.215436 sec): 3 clusters Score: Raw -3415583.876133 + Penalty 2006.999546 = -3413576.876587 nChanged 9 SP:Iteration 79Q (11080.309352 sec): 3 clusters Score: Raw -3415585.700969 + Penalty 2006.999546 = -3413578.701422 nChanged 7 SP:Iteration 80F (11080.408807 sec): 3 clusters Score: Raw -3415586.737963 + Penalty 2006.999546 = -3413579.738417 nChanged 7 SP:Iteration 81Q (11080.495711 sec): 3 clusters Score: Raw -3415587.863399 + Penalty 2006.999546 = -3413580.863853 nChanged 5 SP:Iteration 82Q (11080.573919 sec): 3 clusters Score: Raw -3415588.658222 + Penalty 2006.999546 = -3413581.658676 nChanged 7 SP:Iteration 83Q (11080.662907 sec): 3 clusters Score: Raw -3415590.082363 + Penalty 2006.999546 = -3413583.082817 nChanged 5 SP:Iteration 84Q (11080.763109 sec): 3 clusters Score: Raw -3415590.806418 + Penalty 2006.999546 = -3413583.806871 nChanged 2 SP:Iteration 85Q (11080.841482 sec): 3 clusters Score: Raw -3415591.012337 + Penalty 2006.999546 = -3413584.012791 nChanged 2 SP:Iteration 86Q (11080.941699 sec): 3 clusters Score: Raw -3415591.182370 + Penalty 2006.999546 = -3413584.182824 nChanged 1 SP:Iteration 87Q (11081.015418 sec): 3 clusters Score: Raw -3415591.222242 + Penalty 2006.999546 = -3413584.222696 nChanged 1 SP:Iteration 88Q (11081.101334 sec): 3 clusters Score: Raw -3415591.319748 + Penalty 2006.999546 = -3413584.320202 nChanged 0 SP:Iteration 89F (11081.203156 sec): 3 clusters Score: Raw -3415591.319748 + Penalty 2006.999546 = -3413584.320202 nChanged 0 Trying to split cluster 4 (8152 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11081.245278 sec): 2 clusters Score: Raw -758043.739223 + Penalty 855.571765 = -757188.167458 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11081.301237 sec): 3 clusters Score: Raw -753170.136433 + Penalty 1711.143529 = -751458.992903 nChanged 3718 SP:Iteration 1F (11081.347454 sec): 3 clusters Score: Raw -755273.383598 + Penalty 1711.143529 = -753562.240069 nChanged 538 SP:Iteration 2F (11081.411430 sec): 3 clusters Score: Raw -755536.649324 + Penalty 1711.143529 = -753825.505795 nChanged 471 SP:Iteration 3F (11081.458791 sec): 3 clusters Score: Raw -755781.650477 + Penalty 1711.143529 = -754070.506948 nChanged 458 SP:Iteration 4F (11081.528062 sec): 3 clusters Score: Raw -756079.132299 + Penalty 1711.143529 = -754367.988770 nChanged 507 SP:Iteration 5F (11081.576098 sec): 3 clusters Score: Raw -756474.740306 + Penalty 1711.143529 = -754763.596777 nChanged 504 SP:Iteration 6F (11081.643787 sec): 3 clusters Score: Raw -756908.826576 + Penalty 1711.143529 = -755197.683047 nChanged 424 SP:Iteration 7F (11081.703111 sec): 3 clusters Score: Raw -757252.117939 + Penalty 1711.143529 = -755540.974410 nChanged 314 SP:Iteration 8Q (11081.760652 sec): 3 clusters Score: Raw -757439.299934 + Penalty 1711.143529 = -755728.156405 nChanged 241 SP:Iteration 9Q (11081.813721 sec): 3 clusters Score: Raw -757548.920303 + Penalty 1711.143529 = -755837.776774 nChanged 155 SP:Iteration 10Q (11081.861928 sec): 3 clusters Score: Raw -757607.474159 + Penalty 1711.143529 = -755896.330630 nChanged 121 SP:Iteration 11Q (11081.921580 sec): 3 clusters Score: Raw -757657.825100 + Penalty 1711.143529 = -755946.681571 nChanged 133 SP:Iteration 12Q (11081.985401 sec): 3 clusters Score: Raw -757709.360120 + Penalty 1711.143529 = -755998.216591 nChanged 98 SP:Iteration 13Q (11082.045427 sec): 3 clusters Score: Raw -757743.610277 + Penalty 1711.143529 = -756032.466747 nChanged 86 SP:Iteration 14Q (11082.085135 sec): 3 clusters Score: Raw -757771.297131 + Penalty 1711.143529 = -756060.153602 nChanged 79 SP:Iteration 15Q (11082.106355 sec): 3 clusters Score: Raw -757796.045578 + Penalty 1711.143529 = -756084.902048 nChanged 76 SP:Iteration 16Q (11082.174549 sec): 3 clusters Score: Raw -757821.665320 + Penalty 1711.143529 = -756110.521790 nChanged 71 SP:Iteration 17Q (11082.220923 sec): 3 clusters Score: Raw -757845.273320 + Penalty 1711.143529 = -756134.129791 nChanged 68 SP:Iteration 18Q (11082.277852 sec): 3 clusters Score: Raw -757863.796081 + Penalty 1711.143529 = -756152.652552 nChanged 72 SP:Iteration 19Q (11082.340352 sec): 3 clusters Score: Raw -757881.045724 + Penalty 1711.143529 = -756169.902195 nChanged 42 SP:Iteration 20F (11082.393946 sec): 3 clusters Score: Raw -757891.773577 + Penalty 1711.143529 = -756180.630047 nChanged 43 SP:Iteration 21Q (11082.462661 sec): 3 clusters Score: Raw -757899.979756 + Penalty 1711.143529 = -756188.836227 nChanged 31 SP:Iteration 22Q (11082.521111 sec): 3 clusters Score: Raw -757906.957736 + Penalty 1711.143529 = -756195.814207 nChanged 30 SP:Iteration 23Q (11082.566184 sec): 3 clusters Score: Raw -757913.253504 + Penalty 1711.143529 = -756202.109974 nChanged 23 SP:Iteration 24Q (11082.603941 sec): 3 clusters Score: Raw -757918.559721 + Penalty 1711.143529 = -756207.416192 nChanged 28 SP:Iteration 25Q (11082.661193 sec): 3 clusters Score: Raw -757927.084265 + Penalty 1711.143529 = -756215.940736 nChanged 31 SP:Iteration 26Q (11082.709437 sec): 3 clusters Score: Raw -757936.165073 + Penalty 1711.143529 = -756225.021543 nChanged 27 SP:Iteration 27Q (11082.747588 sec): 3 clusters Score: Raw -757943.891433 + Penalty 1711.143529 = -756232.747903 nChanged 31 SP:Iteration 28Q (11082.767835 sec): 3 clusters Score: Raw -757953.430181 + Penalty 1711.143529 = -756242.286652 nChanged 36 SP:Iteration 29Q (11082.788507 sec): 3 clusters Score: Raw -757970.971083 + Penalty 1711.143529 = -756259.827554 nChanged 45 SP:Iteration 30Q (11082.809340 sec): 3 clusters Score: Raw -757998.151413 + Penalty 1711.143529 = -756287.007884 nChanged 50 SP:Iteration 31Q (11082.877126 sec): 3 clusters Score: Raw -758019.417110 + Penalty 1711.143529 = -756308.273581 nChanged 48 SP:Iteration 32Q (11082.935627 sec): 3 clusters Score: Raw -758038.057374 + Penalty 1711.143529 = -756326.913845 nChanged 47 SP:Iteration 33Q (11082.977823 sec): 3 clusters Score: Raw -758058.702386 + Penalty 1711.143529 = -756347.558857 nChanged 56 SP:Iteration 34Q (11083.029261 sec): 3 clusters Score: Raw -758081.202616 + Penalty 1711.143529 = -756370.059087 nChanged 45 SP:Iteration 35Q (11083.088429 sec): 3 clusters Score: Raw -758098.065142 + Penalty 1711.143529 = -756386.921612 nChanged 41 SP:Iteration 36Q (11083.139107 sec): 3 clusters Score: Raw -758114.034309 + Penalty 1711.143529 = -756402.890779 nChanged 35 SP:Iteration 37Q (11083.196510 sec): 3 clusters Score: Raw -758130.096629 + Penalty 1711.143529 = -756418.953100 nChanged 38 SP:Iteration 38Q (11083.253296 sec): 3 clusters Score: Raw -758142.593068 + Penalty 1711.143529 = -756431.449539 nChanged 35 SP:Iteration 39Q (11083.315257 sec): 3 clusters Score: Raw -758153.818909 + Penalty 1711.143529 = -756442.675380 nChanged 27 SP:Iteration 40F (11083.366243 sec): 3 clusters Score: Raw -758162.544453 + Penalty 1711.143529 = -756451.400924 nChanged 21 SP:Iteration 41Q (11083.434408 sec): 3 clusters Score: Raw -758170.236972 + Penalty 1711.143529 = -756459.093443 nChanged 21 SP:Iteration 42Q (11083.481452 sec): 3 clusters Score: Raw -758175.871381 + Penalty 1711.143529 = -756464.727852 nChanged 18 SP:Iteration 43Q (11083.534778 sec): 3 clusters Score: Raw -758180.823642 + Penalty 1711.143529 = -756469.680113 nChanged 23 SP:Iteration 44Q (11083.592435 sec): 3 clusters Score: Raw -758186.984028 + Penalty 1711.143529 = -756475.840499 nChanged 18 SP:Iteration 45Q (11083.641045 sec): 3 clusters Score: Raw -758192.442824 + Penalty 1711.143529 = -756481.299295 nChanged 19 SP:Iteration 46Q (11083.697467 sec): 3 clusters Score: Raw -758198.205526 + Penalty 1711.143529 = -756487.061997 nChanged 23 SP:Iteration 47Q (11083.753811 sec): 3 clusters Score: Raw -758206.490035 + Penalty 1711.143529 = -756495.346505 nChanged 24 SP:Iteration 48Q (11083.809589 sec): 3 clusters Score: Raw -758216.497351 + Penalty 1711.143529 = -756505.353822 nChanged 23 SP:Iteration 49Q (11083.861741 sec): 3 clusters Score: Raw -758227.449940 + Penalty 1711.143529 = -756516.306411 nChanged 17 SP:Iteration 50Q (11083.918231 sec): 3 clusters Score: Raw -758235.185193 + Penalty 1711.143529 = -756524.041664 nChanged 22 SP:Iteration 51Q (11083.974592 sec): 3 clusters Score: Raw -758241.721253 + Penalty 1711.143529 = -756530.577724 nChanged 10 SP:Iteration 52Q (11084.030948 sec): 3 clusters Score: Raw -758245.061042 + Penalty 1711.143529 = -756533.917513 nChanged 14 SP:Iteration 53Q (11084.079872 sec): 3 clusters Score: Raw -758252.743439 + Penalty 1711.143529 = -756541.599910 nChanged 16 SP:Iteration 54Q (11084.136708 sec): 3 clusters Score: Raw -758258.853569 + Penalty 1711.143529 = -756547.710040 nChanged 9 SP:Iteration 55Q (11084.185686 sec): 3 clusters Score: Raw -758261.356262 + Penalty 1711.143529 = -756550.212732 nChanged 5 SP:Iteration 56Q (11084.237074 sec): 3 clusters Score: Raw -758263.059049 + Penalty 1711.143529 = -756551.915520 nChanged 3 SP:Iteration 57Q (11084.294545 sec): 3 clusters Score: Raw -758263.763114 + Penalty 1711.143529 = -756552.619585 nChanged 2 SP:Iteration 58Q (11084.340455 sec): 3 clusters Score: Raw -758264.268829 + Penalty 1711.143529 = -756553.125300 nChanged 5 SP:Iteration 59Q (11084.393278 sec): 3 clusters Score: Raw -758265.254145 + Penalty 1711.143529 = -756554.110616 nChanged 5 SP:Iteration 60F (11084.448244 sec): 3 clusters Score: Raw -758266.242062 + Penalty 1711.143529 = -756555.098533 nChanged 4 SP:Iteration 61Q (11084.492824 sec): 3 clusters Score: Raw -758267.243698 + Penalty 1711.143529 = -756556.100169 nChanged 5 SP:Iteration 62Q (11084.548513 sec): 3 clusters Score: Raw -758268.525317 + Penalty 1711.143529 = -756557.381788 nChanged 4 SP:Iteration 63Q (11084.604515 sec): 3 clusters Score: Raw -758269.634019 + Penalty 1711.143529 = -756558.490490 nChanged 9 SP:Iteration 64Q (11084.665081 sec): 3 clusters Score: Raw -758271.866356 + Penalty 1711.143529 = -756560.722827 nChanged 8 SP:Iteration 65Q (11084.724599 sec): 3 clusters Score: Raw -758274.637758 + Penalty 1711.143529 = -756563.494229 nChanged 5 SP:Iteration 66Q (11084.783014 sec): 3 clusters Score: Raw -758275.653962 + Penalty 1711.143529 = -756564.510433 nChanged 4 SP:Iteration 67Q (11084.836580 sec): 3 clusters Score: Raw -758276.216935 + Penalty 1711.143529 = -756565.073406 nChanged 2 SP:Iteration 68Q (11084.901944 sec): 3 clusters Score: Raw -758276.439807 + Penalty 1711.143529 = -756565.296278 nChanged 0 SP:Iteration 69F (11084.945967 sec): 3 clusters Score: Raw -758276.439807 + Penalty 1711.143529 = -756565.296278 nChanged 0 Trying to split cluster 5 (40116 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11085.008573 sec): 2 clusters Score: Raw -3482684.534454 + Penalty 1006.955401 = -3481677.579053 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11085.111299 sec): 3 clusters Score: Raw -3456819.258328 + Penalty 2013.910802 = -3454805.347526 nChanged 19025 SP:Iteration 1F (11085.206959 sec): 3 clusters Score: Raw -3467686.776013 + Penalty 2013.910802 = -3465672.865211 nChanged 1763 SP:Iteration 2Q (11085.306624 sec): 3 clusters Score: Raw -3468355.706916 + Penalty 2013.910802 = -3466341.796114 nChanged 1906 SP:Iteration 3Q (11085.400839 sec): 3 clusters Score: Raw -3469271.655900 + Penalty 2013.910802 = -3467257.745098 nChanged 2150 SP:Iteration 4F (11085.494257 sec): 3 clusters Score: Raw -3470495.175800 + Penalty 2013.910802 = -3468481.264999 nChanged 2426 SP:Iteration 5F (11085.580901 sec): 3 clusters Score: Raw -3472195.241279 + Penalty 2013.910802 = -3470181.330477 nChanged 2638 SP:Iteration 6F (11085.677094 sec): 3 clusters Score: Raw -3474254.682105 + Penalty 2013.910802 = -3472240.771303 nChanged 2729 SP:Iteration 7F (11085.774099 sec): 3 clusters Score: Raw -3476531.795449 + Penalty 2013.910802 = -3474517.884647 nChanged 2456 SP:Iteration 8F (11085.865135 sec): 3 clusters Score: Raw -3478557.054445 + Penalty 2013.910802 = -3476543.143643 nChanged 1966 SP:Iteration 9Q (11085.951029 sec): 3 clusters Score: Raw -3480158.808192 + Penalty 2013.910802 = -3478144.897390 nChanged 1454 SP:Iteration 10Q (11086.039178 sec): 3 clusters Score: Raw -3481280.735506 + Penalty 2013.910802 = -3479266.824704 nChanged 908 SP:Iteration 11Q (11086.133009 sec): 3 clusters Score: Raw -3481936.476805 + Penalty 2013.910802 = -3479922.566003 nChanged 545 SP:Iteration 12Q (11086.213922 sec): 3 clusters Score: Raw -3482317.918167 + Penalty 2013.910802 = -3480304.007365 nChanged 285 SP:Iteration 13Q (11086.310536 sec): 3 clusters Score: Raw -3482520.314717 + Penalty 2013.910802 = -3480506.403915 nChanged 175 SP:Iteration 14Q (11086.399959 sec): 3 clusters Score: Raw -3482635.035999 + Penalty 2013.910802 = -3480621.125197 nChanged 97 SP:Iteration 15Q (11086.494813 sec): 3 clusters Score: Raw -3482708.895493 + Penalty 2013.910802 = -3480694.984691 nChanged 68 SP:Iteration 16Q (11086.568747 sec): 3 clusters Score: Raw -3482760.442490 + Penalty 2013.910802 = -3480746.531688 nChanged 41 SP:Iteration 17Q (11086.661781 sec): 3 clusters Score: Raw -3482782.415350 + Penalty 2013.910802 = -3480768.504548 nChanged 18 SP:Iteration 18Q (11086.751639 sec): 3 clusters Score: Raw -3482792.569629 + Penalty 2013.910802 = -3480778.658827 nChanged 16 SP:Iteration 19Q (11086.844187 sec): 3 clusters Score: Raw -3482801.760228 + Penalty 2013.910802 = -3480787.849426 nChanged 11 SP:Iteration 20F (11086.942034 sec): 3 clusters Score: Raw -3482808.679008 + Penalty 2013.910802 = -3480794.768206 nChanged 8 SP:Iteration 21Q (11087.037172 sec): 3 clusters Score: Raw -3482815.447665 + Penalty 2013.910802 = -3480801.536864 nChanged 7 SP:Iteration 22Q (11087.116988 sec): 3 clusters Score: Raw -3482818.811312 + Penalty 2013.910802 = -3480804.900510 nChanged 5 SP:Iteration 23Q (11087.208897 sec): 3 clusters Score: Raw -3482822.093429 + Penalty 2013.910802 = -3480808.182627 nChanged 4 SP:Iteration 24Q (11087.313047 sec): 3 clusters Score: Raw -3482823.698344 + Penalty 2013.910802 = -3480809.787542 nChanged 1 SP:Iteration 25Q (11087.400430 sec): 3 clusters Score: Raw -3482824.122683 + Penalty 2013.910802 = -3480810.211881 nChanged 1 SP:Iteration 26Q (11087.486135 sec): 3 clusters Score: Raw -3482824.730849 + Penalty 2013.910802 = -3480810.820047 nChanged 1 SP:Iteration 27Q (11087.586739 sec): 3 clusters Score: Raw -3482825.012500 + Penalty 2013.910802 = -3480811.101698 nChanged 0 SP:Iteration 28F (11087.672930 sec): 3 clusters Score: Raw -3482825.012500 + Penalty 2013.910802 = -3480811.101698 nChanged 0 Trying to split cluster 6 (25231 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11087.734045 sec): 2 clusters Score: Raw -2384987.237921 + Penalty 962.903724 = -2384024.334197 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11087.815638 sec): 3 clusters Score: Raw -2369195.508588 + Penalty 1925.807448 = -2367269.701139 nChanged 11691 SP:Iteration 1F (11087.896909 sec): 3 clusters Score: Raw -2375832.210663 + Penalty 1925.807448 = -2373906.403215 nChanged 1157 SP:Iteration 2Q (11087.980823 sec): 3 clusters Score: Raw -2376231.085647 + Penalty 1925.807448 = -2374305.278199 nChanged 1172 SP:Iteration 3Q (11088.064845 sec): 3 clusters Score: Raw -2376731.991930 + Penalty 1925.807448 = -2374806.184482 nChanged 1308 SP:Iteration 4F (11088.145500 sec): 3 clusters Score: Raw -2377417.605076 + Penalty 1925.807448 = -2375491.797627 nChanged 1457 SP:Iteration 5F (11088.224114 sec): 3 clusters Score: Raw -2378349.619448 + Penalty 1925.807448 = -2376423.812000 nChanged 1446 SP:Iteration 6F (11088.294383 sec): 3 clusters Score: Raw -2379465.456893 + Penalty 1925.807448 = -2377539.649445 nChanged 1508 SP:Iteration 7F (11088.380878 sec): 3 clusters Score: Raw -2380648.287039 + Penalty 1925.807448 = -2378722.479590 nChanged 1408 SP:Iteration 8F (11088.463770 sec): 3 clusters Score: Raw -2381621.856269 + Penalty 1925.807448 = -2379696.048821 nChanged 1114 SP:Iteration 9Q (11088.534877 sec): 3 clusters Score: Raw -2382233.553229 + Penalty 1925.807448 = -2380307.745781 nChanged 795 SP:Iteration 10Q (11088.617598 sec): 3 clusters Score: Raw -2382556.864520 + Penalty 1925.807448 = -2380631.057071 nChanged 566 SP:Iteration 11Q (11088.702369 sec): 3 clusters Score: Raw -2382744.160199 + Penalty 1925.807448 = -2380818.352750 nChanged 461 SP:Iteration 12Q (11088.791836 sec): 3 clusters Score: Raw -2382874.786030 + Penalty 1925.807448 = -2380948.978581 nChanged 364 SP:Iteration 13Q (11088.872756 sec): 3 clusters Score: Raw -2382983.421445 + Penalty 1925.807448 = -2381057.613996 nChanged 316 SP:Iteration 14Q (11088.953529 sec): 3 clusters Score: Raw -2383080.105222 + Penalty 1925.807448 = -2381154.297774 nChanged 327 SP:Iteration 15Q (11089.023151 sec): 3 clusters Score: Raw -2383182.594801 + Penalty 1925.807448 = -2381256.787352 nChanged 323 SP:Iteration 16Q (11089.106102 sec): 3 clusters Score: Raw -2383279.522161 + Penalty 1925.807448 = -2381353.714713 nChanged 295 SP:Iteration 17Q (11089.197043 sec): 3 clusters Score: Raw -2383366.169112 + Penalty 1925.807448 = -2381440.361664 nChanged 270 SP:Iteration 18Q (11089.260551 sec): 3 clusters Score: Raw -2383450.331527 + Penalty 1925.807448 = -2381524.524078 nChanged 291 SP:Iteration 19Q (11089.343496 sec): 3 clusters Score: Raw -2383553.440235 + Penalty 1925.807448 = -2381627.632786 nChanged 288 SP:Iteration 20F (11089.420697 sec): 3 clusters Score: Raw -2383644.651930 + Penalty 1925.807448 = -2381718.844482 nChanged 289 SP:Iteration 21Q (11089.491657 sec): 3 clusters Score: Raw -2383747.171722 + Penalty 1925.807448 = -2381821.364273 nChanged 279 SP:Iteration 22Q (11089.572813 sec): 3 clusters Score: Raw -2383852.331220 + Penalty 1925.807448 = -2381926.523772 nChanged 274 SP:Iteration 23Q (11089.643802 sec): 3 clusters Score: Raw -2383959.364728 + Penalty 1925.807448 = -2382033.557279 nChanged 265 SP:Iteration 24Q (11089.703532 sec): 3 clusters Score: Raw -2384089.055887 + Penalty 1925.807448 = -2382163.248439 nChanged 301 SP:Iteration 25Q (11089.773879 sec): 3 clusters Score: Raw -2384296.783106 + Penalty 1925.807448 = -2382370.975658 nChanged 310 SP:Iteration 26Q (11089.853234 sec): 3 clusters Score: Raw -2384553.449561 + Penalty 1925.807448 = -2382627.642113 nChanged 321 SP:Iteration 27Q (11089.938250 sec): 3 clusters Score: Raw -2384801.327279 + Penalty 1925.807448 = -2382875.519830 nChanged 274 SP:Iteration 28Q (11090.012917 sec): 3 clusters Score: Raw -2385008.219754 + Penalty 1925.807448 = -2383082.412306 nChanged 277 SP:Iteration 29Q (11090.087808 sec): 3 clusters Score: Raw -2385184.825804 + Penalty 1925.807448 = -2383259.018355 nChanged 237 SP:Iteration 30Q (11090.165551 sec): 3 clusters Score: Raw -2385297.589419 + Penalty 1925.807448 = -2383371.781971 nChanged 180 SP:Iteration 31Q (11090.241477 sec): 3 clusters Score: Raw -2385352.957579 + Penalty 1925.807448 = -2383427.150130 nChanged 138 SP:Iteration 32Q (11090.305812 sec): 3 clusters Score: Raw -2385390.910483 + Penalty 1925.807448 = -2383465.103035 nChanged 104 SP:Iteration 33Q (11090.376004 sec): 3 clusters Score: Raw -2385415.998966 + Penalty 1925.807448 = -2383490.191518 nChanged 81 SP:Iteration 34Q (11090.444820 sec): 3 clusters Score: Raw -2385429.302476 + Penalty 1925.807448 = -2383503.495028 nChanged 47 SP:Iteration 35Q (11090.525746 sec): 3 clusters Score: Raw -2385437.124761 + Penalty 1925.807448 = -2383511.317312 nChanged 43 SP:Iteration 36Q (11090.601545 sec): 3 clusters Score: Raw -2385444.488421 + Penalty 1925.807448 = -2383518.680972 nChanged 34 SP:Iteration 37Q (11090.679891 sec): 3 clusters Score: Raw -2385448.097588 + Penalty 1925.807448 = -2383522.290140 nChanged 29 SP:Iteration 38Q (11090.756702 sec): 3 clusters Score: Raw -2385450.871094 + Penalty 1925.807448 = -2383525.063645 nChanged 23 SP:Iteration 39Q (11090.833983 sec): 3 clusters Score: Raw -2385452.444310 + Penalty 1925.807448 = -2383526.636862 nChanged 11 SP:Iteration 40F (11090.913658 sec): 3 clusters Score: Raw -2385468.416440 + Penalty 1925.807448 = -2383542.608992 nChanged 32 SP:Iteration 41Q (11090.992003 sec): 3 clusters Score: Raw -2385478.788945 + Penalty 1925.807448 = -2383552.981497 nChanged 41 SP:Iteration 42Q (11091.066873 sec): 3 clusters Score: Raw -2385484.180563 + Penalty 1925.807448 = -2383558.373115 nChanged 31 SP:Iteration 43Q (11091.141754 sec): 3 clusters Score: Raw -2385487.384725 + Penalty 1925.807448 = -2383561.577277 nChanged 26 SP:Iteration 44Q (11091.218290 sec): 3 clusters Score: Raw -2385490.041860 + Penalty 1925.807448 = -2383564.234411 nChanged 24 SP:Iteration 45Q (11091.295302 sec): 3 clusters Score: Raw -2385492.401527 + Penalty 1925.807448 = -2383566.594079 nChanged 15 SP:Iteration 46Q (11091.372338 sec): 3 clusters Score: Raw -2385494.276511 + Penalty 1925.807448 = -2383568.469062 nChanged 19 SP:Iteration 47Q (11091.449011 sec): 3 clusters Score: Raw -2385496.002105 + Penalty 1925.807448 = -2383570.194657 nChanged 16 SP:Iteration 48Q (11091.526049 sec): 3 clusters Score: Raw -2385497.117000 + Penalty 1925.807448 = -2383571.309552 nChanged 11 SP:Iteration 49Q (11091.589096 sec): 3 clusters Score: Raw -2385497.825159 + Penalty 1925.807448 = -2383572.017711 nChanged 14 SP:Iteration 50Q (11091.669076 sec): 3 clusters Score: Raw -2385499.052565 + Penalty 1925.807448 = -2383573.245117 nChanged 17 SP:Iteration 51Q (11091.738822 sec): 3 clusters Score: Raw -2385500.359962 + Penalty 1925.807448 = -2383574.552514 nChanged 18 SP:Iteration 52Q (11091.812124 sec): 3 clusters Score: Raw -2385501.776078 + Penalty 1925.807448 = -2383575.968630 nChanged 18 SP:Iteration 53Q (11091.893589 sec): 3 clusters Score: Raw -2385503.366497 + Penalty 1925.807448 = -2383577.559049 nChanged 19 SP:Iteration 54Q (11091.960477 sec): 3 clusters Score: Raw -2385505.153528 + Penalty 1925.807448 = -2383579.346079 nChanged 28 SP:Iteration 55Q (11092.030991 sec): 3 clusters Score: Raw -2385507.589340 + Penalty 1925.807448 = -2383581.781891 nChanged 24 SP:Iteration 56Q (11092.069237 sec): 3 clusters Score: Raw -2385510.193579 + Penalty 1925.807448 = -2383584.386130 nChanged 29 SP:Iteration 57Q (11092.146397 sec): 3 clusters Score: Raw -2385513.483070 + Penalty 1925.807448 = -2383587.675621 nChanged 29 SP:Iteration 58Q (11092.222024 sec): 3 clusters Score: Raw -2385516.011497 + Penalty 1925.807448 = -2383590.204048 nChanged 27 SP:Iteration 59Q (11092.281797 sec): 3 clusters Score: Raw -2385518.607481 + Penalty 1925.807448 = -2383592.800033 nChanged 22 SP:Iteration 60F (11092.360773 sec): 3 clusters Score: Raw -2385520.803062 + Penalty 1925.807448 = -2383594.995613 nChanged 29 SP:Iteration 61Q (11092.431192 sec): 3 clusters Score: Raw -2385523.763115 + Penalty 1925.807448 = -2383597.955666 nChanged 32 SP:Iteration 62Q (11092.506310 sec): 3 clusters Score: Raw -2385526.544865 + Penalty 1925.807448 = -2383600.737417 nChanged 23 SP:Iteration 63Q (11092.581461 sec): 3 clusters Score: Raw -2385528.911334 + Penalty 1925.807448 = -2383603.103885 nChanged 25 SP:Iteration 64Q (11092.660515 sec): 3 clusters Score: Raw -2385530.902357 + Penalty 1925.807448 = -2383605.094909 nChanged 19 SP:Iteration 65Q (11092.737176 sec): 3 clusters Score: Raw -2385532.932314 + Penalty 1925.807448 = -2383607.124865 nChanged 24 SP:Iteration 66Q (11092.812088 sec): 3 clusters Score: Raw -2385535.171848 + Penalty 1925.807448 = -2383609.364400 nChanged 26 SP:Iteration 67Q (11092.893231 sec): 3 clusters Score: Raw -2385537.023299 + Penalty 1925.807448 = -2383611.215850 nChanged 20 SP:Iteration 68Q (11092.964514 sec): 3 clusters Score: Raw -2385538.622364 + Penalty 1925.807448 = -2383612.814915 nChanged 22 SP:Iteration 69Q (11093.032861 sec): 3 clusters Score: Raw -2385540.532547 + Penalty 1925.807448 = -2383614.725098 nChanged 28 SP:Iteration 70Q (11093.103148 sec): 3 clusters Score: Raw -2385543.133940 + Penalty 1925.807448 = -2383617.326491 nChanged 27 SP:Iteration 71Q (11093.185264 sec): 3 clusters Score: Raw -2385545.899838 + Penalty 1925.807448 = -2383620.092389 nChanged 31 SP:Iteration 72Q (11093.251881 sec): 3 clusters Score: Raw -2385548.739334 + Penalty 1925.807448 = -2383622.931885 nChanged 30 SP:Iteration 73Q (11093.319406 sec): 3 clusters Score: Raw -2385551.753132 + Penalty 1925.807448 = -2383625.945684 nChanged 36 SP:Iteration 74Q (11093.398377 sec): 3 clusters Score: Raw -2385555.843690 + Penalty 1925.807448 = -2383630.036241 nChanged 32 SP:Iteration 75Q (11093.469167 sec): 3 clusters Score: Raw -2385558.976046 + Penalty 1925.807448 = -2383633.168598 nChanged 33 SP:Iteration 76Q (11093.542093 sec): 3 clusters Score: Raw -2385562.165944 + Penalty 1925.807448 = -2383636.358496 nChanged 34 SP:Iteration 77Q (11093.616484 sec): 3 clusters Score: Raw -2385566.345433 + Penalty 1925.807448 = -2383640.537984 nChanged 36 SP:Iteration 78Q (11093.685700 sec): 3 clusters Score: Raw -2385570.325956 + Penalty 1925.807448 = -2383644.518508 nChanged 30 SP:Iteration 79Q (11093.759762 sec): 3 clusters Score: Raw -2385572.930173 + Penalty 1925.807448 = -2383647.122725 nChanged 32 SP:Iteration 80F (11093.838968 sec): 3 clusters Score: Raw -2385576.120730 + Penalty 1925.807448 = -2383650.313282 nChanged 29 SP:Iteration 81Q (11093.914972 sec): 3 clusters Score: Raw -2385578.741675 + Penalty 1925.807448 = -2383652.934226 nChanged 22 SP:Iteration 82Q (11093.995726 sec): 3 clusters Score: Raw -2385580.934090 + Penalty 1925.807448 = -2383655.126642 nChanged 26 SP:Iteration 83Q (11094.063722 sec): 3 clusters Score: Raw -2385582.952554 + Penalty 1925.807448 = -2383657.145105 nChanged 23 SP:Iteration 84Q (11094.138486 sec): 3 clusters Score: Raw -2385584.780410 + Penalty 1925.807448 = -2383658.972962 nChanged 23 SP:Iteration 85Q (11094.210221 sec): 3 clusters Score: Raw -2385586.412197 + Penalty 1925.807448 = -2383660.604749 nChanged 27 SP:Iteration 86Q (11094.280763 sec): 3 clusters Score: Raw -2385588.485354 + Penalty 1925.807448 = -2383662.677906 nChanged 23 SP:Iteration 87Q (11094.356227 sec): 3 clusters Score: Raw -2385590.196500 + Penalty 1925.807448 = -2383664.389052 nChanged 18 SP:Iteration 88Q (11094.425170 sec): 3 clusters Score: Raw -2385591.337479 + Penalty 1925.807448 = -2383665.530030 nChanged 18 SP:Iteration 89Q (11094.503213 sec): 3 clusters Score: Raw -2385592.250157 + Penalty 1925.807448 = -2383666.442708 nChanged 18 SP:Iteration 90Q (11094.570935 sec): 3 clusters Score: Raw -2385593.435581 + Penalty 1925.807448 = -2383667.628133 nChanged 25 SP:Iteration 91Q (11094.647026 sec): 3 clusters Score: Raw -2385595.314231 + Penalty 1925.807448 = -2383669.506782 nChanged 24 SP:Iteration 92Q (11094.730268 sec): 3 clusters Score: Raw -2385597.551761 + Penalty 1925.807448 = -2383671.744313 nChanged 23 SP:Iteration 93Q (11094.806263 sec): 3 clusters Score: Raw -2385599.679998 + Penalty 1925.807448 = -2383673.872549 nChanged 21 SP:Iteration 94Q (11094.882909 sec): 3 clusters Score: Raw -2385601.205493 + Penalty 1925.807448 = -2383675.398044 nChanged 15 SP:Iteration 95Q (11094.958771 sec): 3 clusters Score: Raw -2385602.140297 + Penalty 1925.807448 = -2383676.332849 nChanged 17 SP:Iteration 96Q (11095.029763 sec): 3 clusters Score: Raw -2385603.020354 + Penalty 1925.807448 = -2383677.212906 nChanged 20 SP:Iteration 97Q (11095.101768 sec): 3 clusters Score: Raw -2385604.133774 + Penalty 1925.807448 = -2383678.326326 nChanged 23 SP:Iteration 98Q (11095.179030 sec): 3 clusters Score: Raw -2385606.004001 + Penalty 1925.807448 = -2383680.196553 nChanged 29 SP:Iteration 99Q (11095.237855 sec): 3 clusters Score: Raw -2385608.402011 + Penalty 1925.807448 = -2383682.594562 nChanged 28 SP:Iteration 100F (11095.315030 sec): 3 clusters Score: Raw -2385610.939343 + Penalty 1925.807448 = -2383685.131894 nChanged 31 SP:Iteration 101Q (11095.390256 sec): 3 clusters Score: Raw -2385613.247021 + Penalty 1925.807448 = -2383687.439572 nChanged 26 SP:Iteration 102Q (11095.466482 sec): 3 clusters Score: Raw -2385615.189676 + Penalty 1925.807448 = -2383689.382228 nChanged 19 SP:Iteration 103Q (11095.544472 sec): 3 clusters Score: Raw -2385616.662326 + Penalty 1925.807448 = -2383690.854878 nChanged 18 SP:Iteration 104Q (11095.615104 sec): 3 clusters Score: Raw -2385617.686143 + Penalty 1925.807448 = -2383691.878694 nChanged 17 SP:Iteration 105Q (11095.667416 sec): 3 clusters Score: Raw -2385618.604844 + Penalty 1925.807448 = -2383692.797396 nChanged 15 SP:Iteration 106Q (11095.714412 sec): 3 clusters Score: Raw -2385619.273881 + Penalty 1925.807448 = -2383693.466433 nChanged 12 SP:Iteration 107Q (11095.787199 sec): 3 clusters Score: Raw -2385619.762037 + Penalty 1925.807448 = -2383693.954589 nChanged 15 SP:Iteration 108Q (11095.877118 sec): 3 clusters Score: Raw -2385620.614243 + Penalty 1925.807448 = -2383694.806795 nChanged 13 SP:Iteration 109Q (11095.946347 sec): 3 clusters Score: Raw -2385621.335140 + Penalty 1925.807448 = -2383695.527691 nChanged 8 SP:Iteration 110Q (11096.025063 sec): 3 clusters Score: Raw -2385621.666735 + Penalty 1925.807448 = -2383695.859287 nChanged 4 SP:Iteration 111Q (11096.102848 sec): 3 clusters Score: Raw -2385621.783043 + Penalty 1925.807448 = -2383695.975595 nChanged 4 SP:Iteration 112Q (11096.181816 sec): 3 clusters Score: Raw -2385621.880619 + Penalty 1925.807448 = -2383696.073171 nChanged 2 SP:Iteration 113Q (11096.270905 sec): 3 clusters Score: Raw -2385621.913848 + Penalty 1925.807448 = -2383696.106399 nChanged 1 SP:Iteration 114Q (11096.349138 sec): 3 clusters Score: Raw -2385621.933877 + Penalty 1925.807448 = -2383696.126429 nChanged 0 SP:Iteration 115F (11096.429364 sec): 3 clusters Score: Raw -2385621.933877 + Penalty 1925.807448 = -2383696.126429 nChanged 0 Trying to split cluster 7 (67916 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11096.527911 sec): 2 clusters Score: Raw -6423263.422688 + Penalty 1056.972558 = -6422206.450130 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11096.660434 sec): 3 clusters Score: Raw -6378920.707188 + Penalty 2113.945116 = -6376806.762072 nChanged 32479 SP:Iteration 1F (11096.797000 sec): 3 clusters Score: Raw -6398862.328738 + Penalty 2113.945116 = -6396748.383622 nChanged 3510 SP:Iteration 2F (11096.921576 sec): 3 clusters Score: Raw -6400448.195844 + Penalty 2113.945116 = -6398334.250728 nChanged 3983 SP:Iteration 3F (11097.060679 sec): 3 clusters Score: Raw -6402779.557511 + Penalty 2113.945116 = -6400665.612395 nChanged 4478 SP:Iteration 4F (11097.185876 sec): 3 clusters Score: Raw -6406037.431526 + Penalty 2113.945116 = -6403923.486410 nChanged 4861 SP:Iteration 5F (11097.305394 sec): 3 clusters Score: Raw -6410125.971349 + Penalty 2113.945116 = -6408012.026233 nChanged 4592 SP:Iteration 6F (11097.440076 sec): 3 clusters Score: Raw -6414068.442294 + Penalty 2113.945116 = -6411954.497178 nChanged 3797 SP:Iteration 7F (11097.555590 sec): 3 clusters Score: Raw -6416639.641013 + Penalty 2113.945116 = -6414525.695897 nChanged 2549 SP:Iteration 8Q (11097.704471 sec): 3 clusters Score: Raw -6417964.677904 + Penalty 2113.945116 = -6415850.732788 nChanged 1769 SP:Iteration 9Q (11097.826053 sec): 3 clusters Score: Raw -6418832.280313 + Penalty 2113.945116 = -6416718.335197 nChanged 1499 SP:Iteration 10Q (11097.963650 sec): 3 clusters Score: Raw -6419630.334595 + Penalty 2113.945116 = -6417516.389479 nChanged 1345 SP:Iteration 11Q (11098.096164 sec): 3 clusters Score: Raw -6420303.391677 + Penalty 2113.945116 = -6418189.446561 nChanged 1200 SP:Iteration 12Q (11098.232001 sec): 3 clusters Score: Raw -6420900.843713 + Penalty 2113.945116 = -6418786.898597 nChanged 1067 SP:Iteration 13Q (11098.350319 sec): 3 clusters Score: Raw -6421435.867737 + Penalty 2113.945116 = -6419321.922621 nChanged 959 SP:Iteration 14Q (11098.477136 sec): 3 clusters Score: Raw -6421875.705494 + Penalty 2113.945116 = -6419761.760378 nChanged 868 SP:Iteration 15Q (11098.609188 sec): 3 clusters Score: Raw -6422233.546185 + Penalty 2113.945116 = -6420119.601069 nChanged 797 SP:Iteration 16Q (11098.734310 sec): 3 clusters Score: Raw -6422520.749124 + Penalty 2113.945116 = -6420406.804008 nChanged 713 SP:Iteration 17Q (11098.863596 sec): 3 clusters Score: Raw -6422762.309345 + Penalty 2113.945116 = -6420648.364229 nChanged 618 SP:Iteration 18Q (11098.988866 sec): 3 clusters Score: Raw -6422948.654968 + Penalty 2113.945116 = -6420834.709852 nChanged 559 SP:Iteration 19Q (11099.114753 sec): 3 clusters Score: Raw -6423091.722408 + Penalty 2113.945116 = -6420977.777291 nChanged 455 SP:Iteration 20F (11099.244291 sec): 3 clusters Score: Raw -6423186.778280 + Penalty 2113.945116 = -6421072.833164 nChanged 391 SP:Iteration 21Q (11099.369131 sec): 3 clusters Score: Raw -6423255.937100 + Penalty 2113.945116 = -6421141.991984 nChanged 296 SP:Iteration 22Q (11099.498120 sec): 3 clusters Score: Raw -6423293.017667 + Penalty 2113.945116 = -6421179.072551 nChanged 215 SP:Iteration 23Q (11099.616452 sec): 3 clusters Score: Raw -6423314.026613 + Penalty 2113.945116 = -6421200.081497 nChanged 165 SP:Iteration 24Q (11099.740304 sec): 3 clusters Score: Raw -6423328.206392 + Penalty 2113.945116 = -6421214.261276 nChanged 125 SP:Iteration 25Q (11099.852081 sec): 3 clusters Score: Raw -6423336.066488 + Penalty 2113.945116 = -6421222.121372 nChanged 96 SP:Iteration 26Q (11099.980773 sec): 3 clusters Score: Raw -6423340.891932 + Penalty 2113.945116 = -6421226.946816 nChanged 73 SP:Iteration 27Q (11100.114892 sec): 3 clusters Score: Raw -6423344.327056 + Penalty 2113.945116 = -6421230.381940 nChanged 70 SP:Iteration 28Q (11100.215730 sec): 3 clusters Score: Raw -6423347.693634 + Penalty 2113.945116 = -6421233.748518 nChanged 78 SP:Iteration 29Q (11100.335500 sec): 3 clusters Score: Raw -6423351.563789 + Penalty 2113.945116 = -6421237.618673 nChanged 63 SP:Iteration 30Q (11100.458501 sec): 3 clusters Score: Raw -6423354.286385 + Penalty 2113.945116 = -6421240.341269 nChanged 65 SP:Iteration 31Q (11100.578956 sec): 3 clusters Score: Raw -6423356.753551 + Penalty 2113.945116 = -6421242.808435 nChanged 59 SP:Iteration 32Q (11100.701259 sec): 3 clusters Score: Raw -6423359.186255 + Penalty 2113.945116 = -6421245.241139 nChanged 64 SP:Iteration 33Q (11100.816528 sec): 3 clusters Score: Raw -6423361.914381 + Penalty 2113.945116 = -6421247.969265 nChanged 56 SP:Iteration 34Q (11100.938392 sec): 3 clusters Score: Raw -6423363.581864 + Penalty 2113.945116 = -6421249.636748 nChanged 37 SP:Iteration 35Q (11101.058898 sec): 3 clusters Score: Raw -6423364.787687 + Penalty 2113.945116 = -6421250.842571 nChanged 31 SP:Iteration 36Q (11101.172893 sec): 3 clusters Score: Raw -6423365.816860 + Penalty 2113.945116 = -6421251.871744 nChanged 41 SP:Iteration 37Q (11101.296798 sec): 3 clusters Score: Raw -6423367.200960 + Penalty 2113.945116 = -6421253.255844 nChanged 40 SP:Iteration 38Q (11101.421238 sec): 3 clusters Score: Raw -6423368.333277 + Penalty 2113.945116 = -6421254.388161 nChanged 36 SP:Iteration 39Q (11101.545865 sec): 3 clusters Score: Raw -6423369.366491 + Penalty 2113.945116 = -6421255.421375 nChanged 32 SP:Iteration 40F (11101.668915 sec): 3 clusters Score: Raw -6423370.173206 + Penalty 2113.945116 = -6421256.228090 nChanged 32 SP:Iteration 41Q (11101.806693 sec): 3 clusters Score: Raw -6423371.046061 + Penalty 2113.945116 = -6421257.100945 nChanged 41 SP:Iteration 42Q (11101.895087 sec): 3 clusters Score: Raw -6423372.056937 + Penalty 2113.945116 = -6421258.111821 nChanged 35 SP:Iteration 43Q (11102.026056 sec): 3 clusters Score: Raw -6423372.890769 + Penalty 2113.945116 = -6421258.945653 nChanged 27 SP:Iteration 44Q (11102.144965 sec): 3 clusters Score: Raw -6423373.384932 + Penalty 2113.945116 = -6421259.439816 nChanged 25 SP:Iteration 45Q (11102.270940 sec): 3 clusters Score: Raw -6423373.850000 + Penalty 2113.945116 = -6421259.904884 nChanged 18 SP:Iteration 46Q (11102.399314 sec): 3 clusters Score: Raw -6423374.199781 + Penalty 2113.945116 = -6421260.254665 nChanged 18 SP:Iteration 47Q (11102.520827 sec): 3 clusters Score: Raw -6423374.560686 + Penalty 2113.945116 = -6421260.615570 nChanged 18 SP:Iteration 48Q (11102.650592 sec): 3 clusters Score: Raw -6423374.972175 + Penalty 2113.945116 = -6421261.027059 nChanged 25 SP:Iteration 49Q (11102.788230 sec): 3 clusters Score: Raw -6423375.471698 + Penalty 2113.945116 = -6421261.526582 nChanged 26 SP:Iteration 50Q (11102.907789 sec): 3 clusters Score: Raw -6423376.015406 + Penalty 2113.945116 = -6421262.070290 nChanged 28 SP:Iteration 51Q (11103.051350 sec): 3 clusters Score: Raw -6423376.681613 + Penalty 2113.945116 = -6421262.736497 nChanged 32 SP:Iteration 52Q (11103.170847 sec): 3 clusters Score: Raw -6423377.504745 + Penalty 2113.945116 = -6421263.559629 nChanged 30 SP:Iteration 53Q (11103.309745 sec): 3 clusters Score: Raw -6423378.200896 + Penalty 2113.945116 = -6421264.255780 nChanged 22 SP:Iteration 54Q (11103.434531 sec): 3 clusters Score: Raw -6423378.688235 + Penalty 2113.945116 = -6421264.743119 nChanged 23 SP:Iteration 55Q (11103.571587 sec): 3 clusters Score: Raw -6423379.211140 + Penalty 2113.945116 = -6421265.266024 nChanged 25 SP:Iteration 56Q (11103.691168 sec): 3 clusters Score: Raw -6423379.926922 + Penalty 2113.945116 = -6421265.981806 nChanged 28 SP:Iteration 57Q (11103.817506 sec): 3 clusters Score: Raw -6423380.568729 + Penalty 2113.945116 = -6421266.623613 nChanged 21 SP:Iteration 58Q (11103.935155 sec): 3 clusters Score: Raw -6423380.984552 + Penalty 2113.945116 = -6421267.039436 nChanged 20 SP:Iteration 59Q (11104.041896 sec): 3 clusters Score: Raw -6423381.432577 + Penalty 2113.945116 = -6421267.487461 nChanged 19 SP:Iteration 60F (11104.167181 sec): 3 clusters Score: Raw -6423381.732151 + Penalty 2113.945116 = -6421267.787035 nChanged 16 SP:Iteration 61Q (11104.305625 sec): 3 clusters Score: Raw -6423382.112585 + Penalty 2113.945116 = -6421268.167469 nChanged 26 SP:Iteration 62Q (11104.432583 sec): 3 clusters Score: Raw -6423382.696928 + Penalty 2113.945116 = -6421268.751812 nChanged 18 SP:Iteration 63Q (11104.554176 sec): 3 clusters Score: Raw -6423383.045066 + Penalty 2113.945116 = -6421269.099950 nChanged 20 SP:Iteration 64Q (11104.685854 sec): 3 clusters Score: Raw -6423383.451239 + Penalty 2113.945116 = -6421269.506123 nChanged 22 SP:Iteration 65Q (11104.814458 sec): 3 clusters Score: Raw -6423384.061600 + Penalty 2113.945116 = -6421270.116484 nChanged 27 SP:Iteration 66Q (11104.946046 sec): 3 clusters Score: Raw -6423384.854878 + Penalty 2113.945116 = -6421270.909762 nChanged 30 SP:Iteration 67Q (11105.089382 sec): 3 clusters Score: Raw -6423385.634996 + Penalty 2113.945116 = -6421271.689880 nChanged 23 SP:Iteration 68Q (11105.220806 sec): 3 clusters Score: Raw -6423386.315234 + Penalty 2113.945116 = -6421272.370118 nChanged 27 SP:Iteration 69Q (11105.343832 sec): 3 clusters Score: Raw -6423387.026441 + Penalty 2113.945116 = -6421273.081325 nChanged 30 SP:Iteration 70Q (11105.462988 sec): 3 clusters Score: Raw -6423387.843190 + Penalty 2113.945116 = -6421273.898074 nChanged 34 SP:Iteration 71Q (11105.594256 sec): 3 clusters Score: Raw -6423388.927431 + Penalty 2113.945116 = -6421274.982315 nChanged 32 SP:Iteration 72Q (11105.735498 sec): 3 clusters Score: Raw -6423389.695125 + Penalty 2113.945116 = -6421275.750009 nChanged 24 SP:Iteration 73Q (11105.860365 sec): 3 clusters Score: Raw -6423390.080381 + Penalty 2113.945116 = -6421276.135265 nChanged 16 SP:Iteration 74Q (11105.981458 sec): 3 clusters Score: Raw -6423390.329146 + Penalty 2113.945116 = -6421276.384030 nChanged 15 SP:Iteration 75Q (11106.101110 sec): 3 clusters Score: Raw -6423390.659407 + Penalty 2113.945116 = -6421276.714291 nChanged 18 SP:Iteration 76Q (11106.216989 sec): 3 clusters Score: Raw -6423391.072437 + Penalty 2113.945116 = -6421277.127321 nChanged 23 SP:Iteration 77Q (11106.343981 sec): 3 clusters Score: Raw -6423391.500459 + Penalty 2113.945116 = -6421277.555343 nChanged 30 SP:Iteration 78Q (11106.478817 sec): 3 clusters Score: Raw -6423392.247939 + Penalty 2113.945116 = -6421278.302823 nChanged 37 SP:Iteration 79Q (11106.603488 sec): 3 clusters Score: Raw -6423393.295109 + Penalty 2113.945116 = -6421279.349993 nChanged 34 SP:Iteration 80F (11106.736785 sec): 3 clusters Score: Raw -6423394.391322 + Penalty 2113.945116 = -6421280.446206 nChanged 34 SP:Iteration 81Q (11106.855922 sec): 3 clusters Score: Raw -6423395.344079 + Penalty 2113.945116 = -6421281.398963 nChanged 31 SP:Iteration 82Q (11106.987685 sec): 3 clusters Score: Raw -6423396.244528 + Penalty 2113.945116 = -6421282.299412 nChanged 35 SP:Iteration 83Q (11107.121516 sec): 3 clusters Score: Raw -6423397.323406 + Penalty 2113.945116 = -6421283.378290 nChanged 28 SP:Iteration 84Q (11107.219800 sec): 3 clusters Score: Raw -6423398.090364 + Penalty 2113.945116 = -6421284.145248 nChanged 34 SP:Iteration 85Q (11107.333345 sec): 3 clusters Score: Raw -6423399.038775 + Penalty 2113.945116 = -6421285.093659 nChanged 39 SP:Iteration 86Q (11107.455981 sec): 3 clusters Score: Raw -6423400.116849 + Penalty 2113.945116 = -6421286.171733 nChanged 27 SP:Iteration 87Q (11107.573742 sec): 3 clusters Score: Raw -6423400.823261 + Penalty 2113.945116 = -6421286.878145 nChanged 30 SP:Iteration 88Q (11107.698281 sec): 3 clusters Score: Raw -6423401.665699 + Penalty 2113.945116 = -6421287.720583 nChanged 28 SP:Iteration 89Q (11107.822208 sec): 3 clusters Score: Raw -6423402.275757 + Penalty 2113.945116 = -6421288.330641 nChanged 22 SP:Iteration 90Q (11107.955701 sec): 3 clusters Score: Raw -6423402.719989 + Penalty 2113.945116 = -6421288.774873 nChanged 23 SP:Iteration 91Q (11108.064388 sec): 3 clusters Score: Raw -6423403.375829 + Penalty 2113.945116 = -6421289.430713 nChanged 28 SP:Iteration 92Q (11108.180644 sec): 3 clusters Score: Raw -6423404.112329 + Penalty 2113.945116 = -6421290.167213 nChanged 19 SP:Iteration 93Q (11108.302315 sec): 3 clusters Score: Raw -6423404.817321 + Penalty 2113.945116 = -6421290.872205 nChanged 23 SP:Iteration 94Q (11108.420587 sec): 3 clusters Score: Raw -6423405.487471 + Penalty 2113.945116 = -6421291.542355 nChanged 22 SP:Iteration 95Q (11108.542350 sec): 3 clusters Score: Raw -6423405.861191 + Penalty 2113.945116 = -6421291.916075 nChanged 14 SP:Iteration 96Q (11108.659720 sec): 3 clusters Score: Raw -6423406.214578 + Penalty 2113.945116 = -6421292.269462 nChanged 14 SP:Iteration 97Q (11108.780970 sec): 3 clusters Score: Raw -6423406.537825 + Penalty 2113.945116 = -6421292.592709 nChanged 18 SP:Iteration 98Q (11108.901734 sec): 3 clusters Score: Raw -6423407.055690 + Penalty 2113.945116 = -6421293.110574 nChanged 18 SP:Iteration 99Q (11109.025293 sec): 3 clusters Score: Raw -6423407.413050 + Penalty 2113.945116 = -6421293.467934 nChanged 16 SP:Iteration 100F (11109.144183 sec): 3 clusters Score: Raw -6423407.845592 + Penalty 2113.945116 = -6421293.900476 nChanged 25 SP:Iteration 101Q (11109.242615 sec): 3 clusters Score: Raw -6423408.511358 + Penalty 2113.945116 = -6421294.566242 nChanged 27 SP:Iteration 102Q (11109.372593 sec): 3 clusters Score: Raw -6423408.995371 + Penalty 2113.945116 = -6421295.050255 nChanged 22 SP:Iteration 103Q (11109.496909 sec): 3 clusters Score: Raw -6423409.401773 + Penalty 2113.945116 = -6421295.456657 nChanged 21 SP:Iteration 104Q (11109.629451 sec): 3 clusters Score: Raw -6423409.765004 + Penalty 2113.945116 = -6421295.819888 nChanged 11 SP:Iteration 105Q (11109.757252 sec): 3 clusters Score: Raw -6423409.953912 + Penalty 2113.945116 = -6421296.008796 nChanged 9 SP:Iteration 106Q (11109.886952 sec): 3 clusters Score: Raw -6423410.080054 + Penalty 2113.945116 = -6421296.134938 nChanged 10 SP:Iteration 107Q (11110.011544 sec): 3 clusters Score: Raw -6423410.209760 + Penalty 2113.945116 = -6421296.264644 nChanged 15 SP:Iteration 108Q (11110.135107 sec): 3 clusters Score: Raw -6423410.526192 + Penalty 2113.945116 = -6421296.581076 nChanged 20 SP:Iteration 109Q (11110.265001 sec): 3 clusters Score: Raw -6423410.871860 + Penalty 2113.945116 = -6421296.926744 nChanged 17 SP:Iteration 110Q (11110.396081 sec): 3 clusters Score: Raw -6423411.330003 + Penalty 2113.945116 = -6421297.384887 nChanged 26 SP:Iteration 111Q (11110.522040 sec): 3 clusters Score: Raw -6423411.990528 + Penalty 2113.945116 = -6421298.045412 nChanged 24 SP:Iteration 112Q (11110.653162 sec): 3 clusters Score: Raw -6423412.817218 + Penalty 2113.945116 = -6421298.872102 nChanged 21 SP:Iteration 113Q (11110.785526 sec): 3 clusters Score: Raw -6423413.274914 + Penalty 2113.945116 = -6421299.329798 nChanged 10 SP:Iteration 114Q (11110.912223 sec): 3 clusters Score: Raw -6423413.505468 + Penalty 2113.945116 = -6421299.560352 nChanged 12 SP:Iteration 115Q (11111.047222 sec): 3 clusters Score: Raw -6423413.731929 + Penalty 2113.945116 = -6421299.786813 nChanged 10 SP:Iteration 116Q (11111.175766 sec): 3 clusters Score: Raw -6423413.893306 + Penalty 2113.945116 = -6421299.948190 nChanged 13 SP:Iteration 117Q (11111.308737 sec): 3 clusters Score: Raw -6423414.115212 + Penalty 2113.945116 = -6421300.170096 nChanged 19 SP:Iteration 118Q (11111.431920 sec): 3 clusters Score: Raw -6423414.728029 + Penalty 2113.945116 = -6421300.782913 nChanged 32 SP:Iteration 119Q (11111.553541 sec): 3 clusters Score: Raw -6423415.858872 + Penalty 2113.945116 = -6421301.913756 nChanged 35 SP:Iteration 120F (11111.695909 sec): 3 clusters Score: Raw -6423416.946912 + Penalty 2113.945116 = -6421303.001796 nChanged 32 SP:Iteration 121Q (11111.822947 sec): 3 clusters Score: Raw -6423417.791666 + Penalty 2113.945116 = -6421303.846550 nChanged 33 SP:Iteration 122Q (11111.917243 sec): 3 clusters Score: Raw -6423418.718900 + Penalty 2113.945116 = -6421304.773784 nChanged 33 SP:Iteration 123Q (11112.035241 sec): 3 clusters Score: Raw -6423419.681080 + Penalty 2113.945116 = -6421305.735964 nChanged 25 SP:Iteration 124Q (11112.175438 sec): 3 clusters Score: Raw -6423420.442490 + Penalty 2113.945116 = -6421306.497374 nChanged 20 SP:Iteration 125Q (11112.299158 sec): 3 clusters Score: Raw -6423420.857680 + Penalty 2113.945116 = -6421306.912564 nChanged 15 SP:Iteration 126Q (11112.418857 sec): 3 clusters Score: Raw -6423421.168824 + Penalty 2113.945116 = -6421307.223708 nChanged 13 SP:Iteration 127Q (11112.553255 sec): 3 clusters Score: Raw -6423421.431681 + Penalty 2113.945116 = -6421307.486565 nChanged 20 SP:Iteration 128Q (11112.671832 sec): 3 clusters Score: Raw -6423421.946124 + Penalty 2113.945116 = -6421308.001008 nChanged 22 SP:Iteration 129Q (11112.799995 sec): 3 clusters Score: Raw -6423422.715298 + Penalty 2113.945116 = -6421308.770182 nChanged 30 SP:Iteration 130Q (11112.938686 sec): 3 clusters Score: Raw -6423423.630070 + Penalty 2113.945116 = -6421309.684954 nChanged 22 SP:Iteration 131Q (11113.065170 sec): 3 clusters Score: Raw -6423424.239562 + Penalty 2113.945116 = -6421310.294446 nChanged 29 SP:Iteration 132Q (11113.185621 sec): 3 clusters Score: Raw -6423425.110475 + Penalty 2113.945116 = -6421311.165359 nChanged 31 SP:Iteration 133Q (11113.319926 sec): 3 clusters Score: Raw -6423425.959237 + Penalty 2113.945116 = -6421312.014121 nChanged 32 SP:Iteration 134Q (11113.442355 sec): 3 clusters Score: Raw -6423427.051422 + Penalty 2113.945116 = -6421313.106306 nChanged 36 SP:Iteration 135Q (11113.541092 sec): 3 clusters Score: Raw -6423428.300708 + Penalty 2113.945116 = -6421314.355592 nChanged 37 SP:Iteration 136Q (11113.665484 sec): 3 clusters Score: Raw -6423429.700228 + Penalty 2113.945116 = -6421315.755112 nChanged 39 SP:Iteration 137Q (11113.797105 sec): 3 clusters Score: Raw -6423430.967077 + Penalty 2113.945116 = -6421317.021961 nChanged 39 SP:Iteration 138Q (11113.919196 sec): 3 clusters Score: Raw -6423432.170740 + Penalty 2113.945116 = -6421318.225624 nChanged 38 SP:Iteration 139Q (11114.044823 sec): 3 clusters Score: Raw -6423433.207751 + Penalty 2113.945116 = -6421319.262635 nChanged 33 SP:Iteration 140F (11114.173225 sec): 3 clusters Score: Raw -6423434.086134 + Penalty 2113.945116 = -6421320.141018 nChanged 28 SP:Iteration 141Q (11114.295877 sec): 3 clusters Score: Raw -6423434.944424 + Penalty 2113.945116 = -6421320.999308 nChanged 32 SP:Iteration 142Q (11114.418103 sec): 3 clusters Score: Raw -6423435.957104 + Penalty 2113.945116 = -6421322.011988 nChanged 34 SP:Iteration 143Q (11114.540708 sec): 3 clusters Score: Raw -6423436.979545 + Penalty 2113.945116 = -6421323.034429 nChanged 30 SP:Iteration 144Q (11114.657937 sec): 3 clusters Score: Raw -6423437.807937 + Penalty 2113.945116 = -6421323.862821 nChanged 32 SP:Iteration 145Q (11114.778393 sec): 3 clusters Score: Raw -6423438.550417 + Penalty 2113.945116 = -6421324.605301 nChanged 24 SP:Iteration 146Q (11114.896314 sec): 3 clusters Score: Raw -6423439.169268 + Penalty 2113.945116 = -6421325.224152 nChanged 28 SP:Iteration 147Q (11115.016654 sec): 3 clusters Score: Raw -6423440.031472 + Penalty 2113.945116 = -6421326.086356 nChanged 37 SP:Iteration 148Q (11115.137448 sec): 3 clusters Score: Raw -6423441.010831 + Penalty 2113.945116 = -6421327.065715 nChanged 29 SP:Iteration 149Q (11115.259201 sec): 3 clusters Score: Raw -6423441.627124 + Penalty 2113.945116 = -6421327.682008 nChanged 35 SP:Iteration 150Q (11115.379676 sec): 3 clusters Score: Raw -6423442.730397 + Penalty 2113.945116 = -6421328.785281 nChanged 46 SP:Iteration 151Q (11115.501481 sec): 3 clusters Score: Raw -6423444.295486 + Penalty 2113.945116 = -6421330.350370 nChanged 47 SP:Iteration 152Q (11115.623752 sec): 3 clusters Score: Raw -6423445.958078 + Penalty 2113.945116 = -6421332.012962 nChanged 50 SP:Iteration 153Q (11115.745358 sec): 3 clusters Score: Raw -6423447.532551 + Penalty 2113.945116 = -6421333.587435 nChanged 40 SP:Iteration 154Q (11115.864018 sec): 3 clusters Score: Raw -6423448.598855 + Penalty 2113.945116 = -6421334.653739 nChanged 48 SP:Iteration 155Q (11115.974774 sec): 3 clusters Score: Raw -6423450.089517 + Penalty 2113.945116 = -6421336.144401 nChanged 46 SP:Iteration 156Q (11116.091885 sec): 3 clusters Score: Raw -6423451.829310 + Penalty 2113.945116 = -6421337.884194 nChanged 58 SP:Iteration 157Q (11116.207051 sec): 3 clusters Score: Raw -6423454.052508 + Penalty 2113.945116 = -6421340.107392 nChanged 41 SP:Iteration 158Q (11116.336953 sec): 3 clusters Score: Raw -6423455.465741 + Penalty 2113.945116 = -6421341.520625 nChanged 46 SP:Iteration 159Q (11116.462546 sec): 3 clusters Score: Raw -6423456.927262 + Penalty 2113.945116 = -6421342.982146 nChanged 38 SP:Iteration 160F (11116.599540 sec): 3 clusters Score: Raw -6423458.170673 + Penalty 2113.945116 = -6421344.225557 nChanged 46 SP:Iteration 161Q (11116.726291 sec): 3 clusters Score: Raw -6423459.690396 + Penalty 2113.945116 = -6421345.745280 nChanged 46 SP:Iteration 162Q (11116.842547 sec): 3 clusters Score: Raw -6423461.324447 + Penalty 2113.945116 = -6421347.379331 nChanged 47 SP:Iteration 163Q (11116.963358 sec): 3 clusters Score: Raw -6423463.264234 + Penalty 2113.945116 = -6421349.319118 nChanged 50 SP:Iteration 164Q (11117.087058 sec): 3 clusters Score: Raw -6423465.099071 + Penalty 2113.945116 = -6421351.153955 nChanged 48 SP:Iteration 165Q (11117.216344 sec): 3 clusters Score: Raw -6423466.916844 + Penalty 2113.945116 = -6421352.971728 nChanged 49 SP:Iteration 166Q (11117.336677 sec): 3 clusters Score: Raw -6423468.675592 + Penalty 2113.945116 = -6421354.730476 nChanged 37 SP:Iteration 167Q (11117.457292 sec): 3 clusters Score: Raw -6423469.890845 + Penalty 2113.945116 = -6421355.945729 nChanged 34 SP:Iteration 168Q (11117.583728 sec): 3 clusters Score: Raw -6423471.001385 + Penalty 2113.945116 = -6421357.056269 nChanged 41 SP:Iteration 169Q (11117.698664 sec): 3 clusters Score: Raw -6423472.864418 + Penalty 2113.945116 = -6421358.919302 nChanged 55 SP:Iteration 170Q (11117.825454 sec): 3 clusters Score: Raw -6423475.044949 + Penalty 2113.945116 = -6421361.099833 nChanged 50 SP:Iteration 171Q (11117.947554 sec): 3 clusters Score: Raw -6423477.232441 + Penalty 2113.945116 = -6421363.287325 nChanged 61 SP:Iteration 172Q (11118.063952 sec): 3 clusters Score: Raw -6423479.499486 + Penalty 2113.945116 = -6421365.554370 nChanged 50 SP:Iteration 173Q (11118.191908 sec): 3 clusters Score: Raw -6423481.101114 + Penalty 2113.945116 = -6421367.155998 nChanged 43 SP:Iteration 174Q (11118.317095 sec): 3 clusters Score: Raw -6423482.513220 + Penalty 2113.945116 = -6421368.568104 nChanged 49 SP:Iteration 175Q (11118.444733 sec): 3 clusters Score: Raw -6423484.255643 + Penalty 2113.945116 = -6421370.310527 nChanged 52 SP:Iteration 176Q (11118.574723 sec): 3 clusters Score: Raw -6423486.400075 + Penalty 2113.945116 = -6421372.454959 nChanged 45 SP:Iteration 177Q (11118.703788 sec): 3 clusters Score: Raw -6423488.309588 + Penalty 2113.945116 = -6421374.364472 nChanged 48 SP:Iteration 178Q (11118.830903 sec): 3 clusters Score: Raw -6423490.104898 + Penalty 2113.945116 = -6421376.159782 nChanged 48 SP:Iteration 179Q (11118.960844 sec): 3 clusters Score: Raw -6423491.798808 + Penalty 2113.945116 = -6421377.853692 nChanged 52 SP:Iteration 180F (11119.096112 sec): 3 clusters Score: Raw -6423493.510003 + Penalty 2113.945116 = -6421379.564887 nChanged 58 SP:Iteration 181Q (11119.216132 sec): 3 clusters Score: Raw -6423495.636490 + Penalty 2113.945116 = -6421381.691374 nChanged 57 SP:Iteration 182Q (11119.337591 sec): 3 clusters Score: Raw -6423497.698412 + Penalty 2113.945116 = -6421383.753296 nChanged 51 SP:Iteration 183Q (11119.460807 sec): 3 clusters Score: Raw -6423499.482503 + Penalty 2113.945116 = -6421385.537387 nChanged 42 SP:Iteration 184Q (11119.577957 sec): 3 clusters Score: Raw -6423500.882057 + Penalty 2113.945116 = -6421386.936941 nChanged 38 SP:Iteration 185Q (11119.692246 sec): 3 clusters Score: Raw -6423501.902624 + Penalty 2113.945116 = -6421387.957508 nChanged 36 SP:Iteration 186Q (11119.812634 sec): 3 clusters Score: Raw -6423503.054285 + Penalty 2113.945116 = -6421389.109169 nChanged 46 SP:Iteration 187Q (11119.936359 sec): 3 clusters Score: Raw -6423504.695284 + Penalty 2113.945116 = -6421390.750168 nChanged 49 SP:Iteration 188Q (11120.054466 sec): 3 clusters Score: Raw -6423506.425593 + Penalty 2113.945116 = -6421392.480477 nChanged 42 SP:Iteration 189Q (11120.172453 sec): 3 clusters Score: Raw -6423507.753031 + Penalty 2113.945116 = -6421393.807915 nChanged 28 SP:Iteration 190Q (11120.299612 sec): 3 clusters Score: Raw -6423508.578743 + Penalty 2113.945116 = -6421394.633627 nChanged 37 SP:Iteration 191Q (11120.419109 sec): 3 clusters Score: Raw -6423509.907449 + Penalty 2113.945116 = -6421395.962333 nChanged 40 SP:Iteration 192Q (11120.548768 sec): 3 clusters Score: Raw -6423511.333643 + Penalty 2113.945116 = -6421397.388527 nChanged 45 SP:Iteration 193Q (11120.673030 sec): 3 clusters Score: Raw -6423512.900720 + Penalty 2113.945116 = -6421398.955604 nChanged 29 SP:Iteration 194Q (11120.800328 sec): 3 clusters Score: Raw -6423514.018635 + Penalty 2113.945116 = -6421400.073519 nChanged 30 SP:Iteration 195Q (11120.926824 sec): 3 clusters Score: Raw -6423515.114849 + Penalty 2113.945116 = -6421401.169733 nChanged 32 SP:Iteration 196Q (11121.056054 sec): 3 clusters Score: Raw -6423516.077248 + Penalty 2113.945116 = -6421402.132132 nChanged 25 SP:Iteration 197Q (11121.177993 sec): 3 clusters Score: Raw -6423516.877056 + Penalty 2113.945116 = -6421402.931940 nChanged 26 SP:Iteration 198Q (11121.305505 sec): 3 clusters Score: Raw -6423517.794066 + Penalty 2113.945116 = -6421403.848950 nChanged 36 SP:Iteration 199Q (11121.428335 sec): 3 clusters Score: Raw -6423519.122465 + Penalty 2113.945116 = -6421405.177349 nChanged 31 SP:Iteration 200F (11121.555431 sec): 3 clusters Score: Raw -6423520.295000 + Penalty 2113.945116 = -6421406.349884 nChanged 35 SP:Iteration 201Q (11121.679127 sec): 3 clusters Score: Raw -6423521.513467 + Penalty 2113.945116 = -6421407.568351 nChanged 28 SP:Iteration 202Q (11121.792685 sec): 3 clusters Score: Raw -6423522.437908 + Penalty 2113.945116 = -6421408.492792 nChanged 31 SP:Iteration 203Q (11121.917362 sec): 3 clusters Score: Raw -6423523.314966 + Penalty 2113.945116 = -6421409.369850 nChanged 32 SP:Iteration 204Q (11122.039192 sec): 3 clusters Score: Raw -6423524.264944 + Penalty 2113.945116 = -6421410.319828 nChanged 38 SP:Iteration 205Q (11122.160933 sec): 3 clusters Score: Raw -6423525.540812 + Penalty 2113.945116 = -6421411.595696 nChanged 42 SP:Iteration 206Q (11122.281556 sec): 3 clusters Score: Raw -6423526.982694 + Penalty 2113.945116 = -6421413.037578 nChanged 46 SP:Iteration 207Q (11122.402390 sec): 3 clusters Score: Raw -6423528.753754 + Penalty 2113.945116 = -6421414.808638 nChanged 42 SP:Iteration 208Q (11122.522886 sec): 3 clusters Score: Raw -6423530.439732 + Penalty 2113.945116 = -6421416.494616 nChanged 56 SP:Iteration 209Q (11122.644056 sec): 3 clusters Score: Raw -6423533.310422 + Penalty 2113.945116 = -6421419.365306 nChanged 60 SP:Iteration 210Q (11122.764329 sec): 3 clusters Score: Raw -6423536.038642 + Penalty 2113.945116 = -6421422.093526 nChanged 52 SP:Iteration 211Q (11122.886336 sec): 3 clusters Score: Raw -6423538.075089 + Penalty 2113.945116 = -6421424.129973 nChanged 43 SP:Iteration 212Q (11123.004339 sec): 3 clusters Score: Raw -6423539.627965 + Penalty 2113.945116 = -6421425.682849 nChanged 45 SP:Iteration 213Q (11123.109391 sec): 3 clusters Score: Raw -6423541.164184 + Penalty 2113.945116 = -6421427.219068 nChanged 32 SP:Iteration 214Q (11123.240443 sec): 3 clusters Score: Raw -6423542.108315 + Penalty 2113.945116 = -6421428.163199 nChanged 34 SP:Iteration 215Q (11123.369675 sec): 3 clusters Score: Raw -6423543.149006 + Penalty 2113.945116 = -6421429.203890 nChanged 29 SP:Iteration 216Q (11123.487106 sec): 3 clusters Score: Raw -6423544.048766 + Penalty 2113.945116 = -6421430.103650 nChanged 28 SP:Iteration 217Q (11123.618197 sec): 3 clusters Score: Raw -6423545.003586 + Penalty 2113.945116 = -6421431.058470 nChanged 38 SP:Iteration 218Q (11123.735075 sec): 3 clusters Score: Raw -6423546.323212 + Penalty 2113.945116 = -6421432.378096 nChanged 40 SP:Iteration 219Q (11123.850734 sec): 3 clusters Score: Raw -6423547.591468 + Penalty 2113.945116 = -6421433.646352 nChanged 39 SP:Iteration 220F (11123.992776 sec): 3 clusters Score: Raw -6423548.949194 + Penalty 2113.945116 = -6421435.004078 nChanged 38 SP:Iteration 221Q (11124.114144 sec): 3 clusters Score: Raw -6423550.407691 + Penalty 2113.945116 = -6421436.462575 nChanged 34 SP:Iteration 222Q (11124.229994 sec): 3 clusters Score: Raw -6423551.420253 + Penalty 2113.945116 = -6421437.475137 nChanged 28 SP:Iteration 223Q (11124.363696 sec): 3 clusters Score: Raw -6423552.260306 + Penalty 2113.945116 = -6421438.315190 nChanged 26 SP:Iteration 224Q (11124.494014 sec): 3 clusters Score: Raw -6423553.040498 + Penalty 2113.945116 = -6421439.095382 nChanged 27 SP:Iteration 225Q (11124.610412 sec): 3 clusters Score: Raw -6423553.949295 + Penalty 2113.945116 = -6421440.004179 nChanged 31 SP:Iteration 226Q (11124.739731 sec): 3 clusters Score: Raw -6423554.862897 + Penalty 2113.945116 = -6421440.917781 nChanged 28 SP:Iteration 227Q (11124.868143 sec): 3 clusters Score: Raw -6423555.751072 + Penalty 2113.945116 = -6421441.805956 nChanged 19 SP:Iteration 228Q (11124.997269 sec): 3 clusters Score: Raw -6423556.199365 + Penalty 2113.945116 = -6421442.254249 nChanged 10 SP:Iteration 229Q (11125.133587 sec): 3 clusters Score: Raw -6423556.406924 + Penalty 2113.945116 = -6421442.461808 nChanged 17 SP:Iteration 230Q (11125.234721 sec): 3 clusters Score: Raw -6423556.751194 + Penalty 2113.945116 = -6421442.806078 nChanged 17 SP:Iteration 231Q (11125.353912 sec): 3 clusters Score: Raw -6423557.169973 + Penalty 2113.945116 = -6421443.224857 nChanged 23 SP:Iteration 232Q (11125.474224 sec): 3 clusters Score: Raw -6423557.972730 + Penalty 2113.945116 = -6421444.027614 nChanged 31 SP:Iteration 233Q (11125.611401 sec): 3 clusters Score: Raw -6423559.315828 + Penalty 2113.945116 = -6421445.370712 nChanged 31 SP:Iteration 234Q (11125.738035 sec): 3 clusters Score: Raw -6423560.601574 + Penalty 2113.945116 = -6421446.656458 nChanged 36 SP:Iteration 235Q (11125.858433 sec): 3 clusters Score: Raw -6423561.836006 + Penalty 2113.945116 = -6421447.890890 nChanged 33 SP:Iteration 236Q (11125.981026 sec): 3 clusters Score: Raw -6423562.991913 + Penalty 2113.945116 = -6421449.046797 nChanged 26 SP:Iteration 237Q (11126.106524 sec): 3 clusters Score: Raw -6423564.118417 + Penalty 2113.945116 = -6421450.173301 nChanged 38 SP:Iteration 238Q (11126.241777 sec): 3 clusters Score: Raw -6423565.411817 + Penalty 2113.945116 = -6421451.466701 nChanged 36 SP:Iteration 239Q (11126.371398 sec): 3 clusters Score: Raw -6423566.864677 + Penalty 2113.945116 = -6421452.919561 nChanged 40 SP:Iteration 240F (11126.493302 sec): 3 clusters Score: Raw -6423568.438496 + Penalty 2113.945116 = -6421454.493380 nChanged 33 SP:Iteration 241Q (11126.630866 sec): 3 clusters Score: Raw -6423569.718066 + Penalty 2113.945116 = -6421455.772950 nChanged 40 SP:Iteration 242Q (11126.753596 sec): 3 clusters Score: Raw -6423571.609071 + Penalty 2113.945116 = -6421457.663954 nChanged 44 SP:Iteration 243Q (11126.862221 sec): 3 clusters Score: Raw -6423573.866725 + Penalty 2113.945116 = -6421459.921609 nChanged 45 SP:Iteration 244Q (11126.981347 sec): 3 clusters Score: Raw -6423576.208362 + Penalty 2113.945116 = -6421462.263246 nChanged 48 SP:Iteration 245Q (11127.107559 sec): 3 clusters Score: Raw -6423578.279384 + Penalty 2113.945116 = -6421464.334268 nChanged 48 SP:Iteration 246Q (11127.238989 sec): 3 clusters Score: Raw -6423580.817351 + Penalty 2113.945116 = -6421466.872235 nChanged 48 SP:Iteration 247Q (11127.361142 sec): 3 clusters Score: Raw -6423582.897068 + Penalty 2113.945116 = -6421468.951952 nChanged 59 SP:Iteration 248Q (11127.480866 sec): 3 clusters Score: Raw -6423585.975090 + Penalty 2113.945116 = -6421472.029974 nChanged 75 SP:Iteration 249Q (11127.604449 sec): 3 clusters Score: Raw -6423589.972140 + Penalty 2113.945116 = -6421476.027024 nChanged 70 SP:Iteration 250Q (11127.723436 sec): 3 clusters Score: Raw -6423593.288868 + Penalty 2113.945116 = -6421479.343752 nChanged 56 SP:Iteration 251Q (11127.847236 sec): 3 clusters Score: Raw -6423595.713945 + Penalty 2113.945116 = -6421481.768829 nChanged 48 SP:Iteration 252Q (11127.977165 sec): 3 clusters Score: Raw -6423597.741302 + Penalty 2113.945116 = -6421483.796186 nChanged 49 SP:Iteration 253Q (11128.097970 sec): 3 clusters Score: Raw -6423599.908720 + Penalty 2113.945116 = -6421485.963604 nChanged 51 SP:Iteration 254Q (11128.218840 sec): 3 clusters Score: Raw -6423602.149020 + Penalty 2113.945116 = -6421488.203904 nChanged 46 SP:Iteration 255Q (11128.339900 sec): 3 clusters Score: Raw -6423603.813542 + Penalty 2113.945116 = -6421489.868426 nChanged 48 SP:Iteration 256Q (11128.464623 sec): 3 clusters Score: Raw -6423606.301137 + Penalty 2113.945116 = -6421492.356021 nChanged 55 SP:Iteration 257Q (11128.595436 sec): 3 clusters Score: Raw -6423608.769488 + Penalty 2113.945116 = -6421494.824372 nChanged 46 SP:Iteration 258Q (11128.717180 sec): 3 clusters Score: Raw -6423610.585228 + Penalty 2113.945116 = -6421496.640112 nChanged 43 SP:Iteration 259Q (11128.829361 sec): 3 clusters Score: Raw -6423612.177543 + Penalty 2113.945116 = -6421498.232427 nChanged 34 SP:Iteration 260F (11128.950613 sec): 3 clusters Score: Raw -6423613.407984 + Penalty 2113.945116 = -6421499.462868 nChanged 31 SP:Iteration 261Q (11129.067975 sec): 3 clusters Score: Raw -6423614.487411 + Penalty 2113.945116 = -6421500.542295 nChanged 21 SP:Iteration 262Q (11129.187449 sec): 3 clusters Score: Raw -6423615.050253 + Penalty 2113.945116 = -6421501.105136 nChanged 20 SP:Iteration 263Q (11129.308496 sec): 3 clusters Score: Raw -6423615.620628 + Penalty 2113.945116 = -6421501.675512 nChanged 18 SP:Iteration 264Q (11129.428157 sec): 3 clusters Score: Raw -6423616.000867 + Penalty 2113.945116 = -6421502.055751 nChanged 17 SP:Iteration 265Q (11129.549162 sec): 3 clusters Score: Raw -6423616.420589 + Penalty 2113.945116 = -6421502.475473 nChanged 14 SP:Iteration 266Q (11129.668709 sec): 3 clusters Score: Raw -6423616.891089 + Penalty 2113.945116 = -6421502.945973 nChanged 16 SP:Iteration 267Q (11129.790009 sec): 3 clusters Score: Raw -6423617.557664 + Penalty 2113.945116 = -6421503.612548 nChanged 19 SP:Iteration 268Q (11129.910997 sec): 3 clusters Score: Raw -6423618.308014 + Penalty 2113.945116 = -6421504.362898 nChanged 13 SP:Iteration 269Q (11130.040026 sec): 3 clusters Score: Raw -6423618.670567 + Penalty 2113.945116 = -6421504.725451 nChanged 13 SP:Iteration 270Q (11130.168219 sec): 3 clusters Score: Raw -6423619.079891 + Penalty 2113.945116 = -6421505.134775 nChanged 17 SP:Iteration 271Q (11130.294608 sec): 3 clusters Score: Raw -6423619.535517 + Penalty 2113.945116 = -6421505.590401 nChanged 20 SP:Iteration 272Q (11130.416675 sec): 3 clusters Score: Raw -6423619.965611 + Penalty 2113.945116 = -6421506.020495 nChanged 13 SP:Iteration 273Q (11130.539169 sec): 3 clusters Score: Raw -6423620.281310 + Penalty 2113.945116 = -6421506.336194 nChanged 11 SP:Iteration 274Q (11130.674669 sec): 3 clusters Score: Raw -6423620.614682 + Penalty 2113.945116 = -6421506.669566 nChanged 10 SP:Iteration 275Q (11130.800330 sec): 3 clusters Score: Raw -6423620.919714 + Penalty 2113.945116 = -6421506.974598 nChanged 11 SP:Iteration 276Q (11130.915348 sec): 3 clusters Score: Raw -6423621.252178 + Penalty 2113.945116 = -6421507.307062 nChanged 12 SP:Iteration 277Q (11131.037002 sec): 3 clusters Score: Raw -6423621.493237 + Penalty 2113.945116 = -6421507.548121 nChanged 6 SP:Iteration 278Q (11131.158428 sec): 3 clusters Score: Raw -6423621.582452 + Penalty 2113.945116 = -6421507.637336 nChanged 5 SP:Iteration 279Q (11131.286656 sec): 3 clusters Score: Raw -6423621.649022 + Penalty 2113.945116 = -6421507.703906 nChanged 9 SP:Iteration 280F (11131.420649 sec): 3 clusters Score: Raw -6423621.892137 + Penalty 2113.945116 = -6421507.947021 nChanged 11 SP:Iteration 281Q (11131.554650 sec): 3 clusters Score: Raw -6423622.203466 + Penalty 2113.945116 = -6421508.258350 nChanged 16 SP:Iteration 282Q (11131.685714 sec): 3 clusters Score: Raw -6423622.785709 + Penalty 2113.945116 = -6421508.840593 nChanged 15 SP:Iteration 283Q (11131.813157 sec): 3 clusters Score: Raw -6423623.105333 + Penalty 2113.945116 = -6421509.160217 nChanged 10 SP:Iteration 284Q (11131.931225 sec): 3 clusters Score: Raw -6423623.369189 + Penalty 2113.945116 = -6421509.424073 nChanged 10 SP:Iteration 285Q (11132.061493 sec): 3 clusters Score: Raw -6423623.606158 + Penalty 2113.945116 = -6421509.661042 nChanged 12 SP:Iteration 286Q (11132.166838 sec): 3 clusters Score: Raw -6423623.978692 + Penalty 2113.945116 = -6421510.033576 nChanged 9 SP:Iteration 287Q (11132.280939 sec): 3 clusters Score: Raw -6423624.102265 + Penalty 2113.945116 = -6421510.157149 nChanged 1 SP:Iteration 288Q (11132.394033 sec): 3 clusters Score: Raw -6423624.119519 + Penalty 2113.945116 = -6421510.174403 nChanged 3 SP:Iteration 289Q (11132.516928 sec): 3 clusters Score: Raw -6423624.179110 + Penalty 2113.945116 = -6421510.233994 nChanged 3 SP:Iteration 290Q (11132.641972 sec): 3 clusters Score: Raw -6423624.273446 + Penalty 2113.945116 = -6421510.328330 nChanged 3 SP:Iteration 291Q (11132.736036 sec): 3 clusters Score: Raw -6423624.337579 + Penalty 2113.945116 = -6421510.392463 nChanged 2 SP:Iteration 292Q (11132.828908 sec): 3 clusters Score: Raw -6423624.351150 + Penalty 2113.945116 = -6421510.406034 nChanged 0 SP:Iteration 293F (11132.938708 sec): 3 clusters Score: Raw -6423624.351150 + Penalty 2113.945116 = -6421510.406034 nChanged 0 Trying to split cluster 8 (10477 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11132.980313 sec): 2 clusters Score: Raw -1003245.855571 + Penalty 879.409077 = -1002366.446494 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11133.041466 sec): 3 clusters Score: Raw -997044.922375 + Penalty 1758.818155 = -995286.104220 nChanged 4725 SP:Iteration 1F (11133.093523 sec): 3 clusters Score: Raw -999576.897137 + Penalty 1758.818155 = -997818.078982 nChanged 514 SP:Iteration 2Q (11133.157670 sec): 3 clusters Score: Raw -999762.157108 + Penalty 1758.818155 = -998003.338953 nChanged 455 SP:Iteration 3Q (11133.218510 sec): 3 clusters Score: Raw -999939.152265 + Penalty 1758.818155 = -998180.334110 nChanged 458 SP:Iteration 4Q (11133.282726 sec): 3 clusters Score: Raw -1000150.110791 + Penalty 1758.818155 = -998391.292636 nChanged 511 SP:Iteration 5Q (11133.345254 sec): 3 clusters Score: Raw -1000424.131866 + Penalty 1758.818155 = -998665.313711 nChanged 579 SP:Iteration 6F (11133.393381 sec): 3 clusters Score: Raw -1000815.473479 + Penalty 1758.818155 = -999056.655324 nChanged 602 SP:Iteration 7F (11133.466129 sec): 3 clusters Score: Raw -1001295.635369 + Penalty 1758.818155 = -999536.817214 nChanged 634 SP:Iteration 8F (11133.520832 sec): 3 clusters Score: Raw -1001785.508110 + Penalty 1758.818155 = -1000026.689955 nChanged 519 SP:Iteration 9Q (11133.578133 sec): 3 clusters Score: Raw -1002137.910209 + Penalty 1758.818155 = -1000379.092054 nChanged 447 SP:Iteration 10Q (11133.602330 sec): 3 clusters Score: Raw -1002398.420952 + Penalty 1758.818155 = -1000639.602797 nChanged 302 SP:Iteration 11Q (11133.627743 sec): 3 clusters Score: Raw -1002543.157217 + Penalty 1758.818155 = -1000784.339062 nChanged 231 SP:Iteration 12Q (11133.652996 sec): 3 clusters Score: Raw -1002631.493297 + Penalty 1758.818155 = -1000872.675142 nChanged 166 SP:Iteration 13Q (11133.703303 sec): 3 clusters Score: Raw -1002690.295071 + Penalty 1758.818155 = -1000931.476916 nChanged 144 SP:Iteration 14Q (11133.728190 sec): 3 clusters Score: Raw -1002739.209315 + Penalty 1758.818155 = -1000980.391160 nChanged 121 SP:Iteration 15Q (11133.753021 sec): 3 clusters Score: Raw -1002781.361594 + Penalty 1758.818155 = -1001022.543439 nChanged 106 SP:Iteration 16Q (11133.777664 sec): 3 clusters Score: Raw -1002814.539501 + Penalty 1758.818155 = -1001055.721346 nChanged 92 SP:Iteration 17Q (11133.802058 sec): 3 clusters Score: Raw -1002842.575435 + Penalty 1758.818155 = -1001083.757280 nChanged 87 SP:Iteration 18Q (11133.864377 sec): 3 clusters Score: Raw -1002864.506728 + Penalty 1758.818155 = -1001105.688573 nChanged 71 SP:Iteration 19Q (11133.916660 sec): 3 clusters Score: Raw -1002880.853449 + Penalty 1758.818155 = -1001122.035295 nChanged 64 SP:Iteration 20F (11133.974025 sec): 3 clusters Score: Raw -1002895.203297 + Penalty 1758.818155 = -1001136.385142 nChanged 55 SP:Iteration 21Q (11134.031309 sec): 3 clusters Score: Raw -1002907.336480 + Penalty 1758.818155 = -1001148.518325 nChanged 59 SP:Iteration 22Q (11134.082627 sec): 3 clusters Score: Raw -1002923.220967 + Penalty 1758.818155 = -1001164.402812 nChanged 54 SP:Iteration 23Q (11134.105352 sec): 3 clusters Score: Raw -1002937.076932 + Penalty 1758.818155 = -1001178.258777 nChanged 56 SP:Iteration 24Q (11134.169148 sec): 3 clusters Score: Raw -1002951.194908 + Penalty 1758.818155 = -1001192.376753 nChanged 51 SP:Iteration 25Q (11134.223775 sec): 3 clusters Score: Raw -1002961.903006 + Penalty 1758.818155 = -1001203.084851 nChanged 53 SP:Iteration 26Q (11134.281208 sec): 3 clusters Score: Raw -1002972.350654 + Penalty 1758.818155 = -1001213.532499 nChanged 45 SP:Iteration 27Q (11134.340293 sec): 3 clusters Score: Raw -1002988.327911 + Penalty 1758.818155 = -1001229.509756 nChanged 66 SP:Iteration 28Q (11134.394193 sec): 3 clusters Score: Raw -1003009.514592 + Penalty 1758.818155 = -1001250.696437 nChanged 61 SP:Iteration 29Q (11134.461518 sec): 3 clusters Score: Raw -1003028.406172 + Penalty 1758.818155 = -1001269.588017 nChanged 61 SP:Iteration 30Q (11134.515303 sec): 3 clusters Score: Raw -1003044.753574 + Penalty 1758.818155 = -1001285.935419 nChanged 50 SP:Iteration 31Q (11134.558969 sec): 3 clusters Score: Raw -1003058.363853 + Penalty 1758.818155 = -1001299.545698 nChanged 45 SP:Iteration 32Q (11134.625852 sec): 3 clusters Score: Raw -1003072.033045 + Penalty 1758.818155 = -1001313.214890 nChanged 52 SP:Iteration 33Q (11134.682662 sec): 3 clusters Score: Raw -1003092.386278 + Penalty 1758.818155 = -1001333.568123 nChanged 57 SP:Iteration 34Q (11134.741331 sec): 3 clusters Score: Raw -1003118.711946 + Penalty 1758.818155 = -1001359.893792 nChanged 55 SP:Iteration 35Q (11134.757153 sec): 3 clusters Score: Raw -1003141.349336 + Penalty 1758.818155 = -1001382.531181 nChanged 57 SP:Iteration 36Q (11134.817557 sec): 3 clusters Score: Raw -1003165.716285 + Penalty 1758.818155 = -1001406.898130 nChanged 55 SP:Iteration 37Q (11134.877433 sec): 3 clusters Score: Raw -1003197.024613 + Penalty 1758.818155 = -1001438.206458 nChanged 59 SP:Iteration 38Q (11134.927774 sec): 3 clusters Score: Raw -1003227.714283 + Penalty 1758.818155 = -1001468.896128 nChanged 56 SP:Iteration 39Q (11134.987702 sec): 3 clusters Score: Raw -1003253.899830 + Penalty 1758.818155 = -1001495.081675 nChanged 46 SP:Iteration 40F (11135.049877 sec): 3 clusters Score: Raw -1003268.470994 + Penalty 1758.818155 = -1001509.652839 nChanged 26 SP:Iteration 41Q (11135.109348 sec): 3 clusters Score: Raw -1003275.314887 + Penalty 1758.818155 = -1001516.496732 nChanged 20 SP:Iteration 42Q (11135.161081 sec): 3 clusters Score: Raw -1003282.654781 + Penalty 1758.818155 = -1001523.836626 nChanged 19 SP:Iteration 43Q (11135.231162 sec): 3 clusters Score: Raw -1003288.277757 + Penalty 1758.818155 = -1001529.459602 nChanged 12 SP:Iteration 44Q (11135.289011 sec): 3 clusters Score: Raw -1003291.986572 + Penalty 1758.818155 = -1001533.168418 nChanged 15 SP:Iteration 45Q (11135.343183 sec): 3 clusters Score: Raw -1003296.074883 + Penalty 1758.818155 = -1001537.256728 nChanged 13 SP:Iteration 46Q (11135.403122 sec): 3 clusters Score: Raw -1003298.849242 + Penalty 1758.818155 = -1001540.031087 nChanged 11 SP:Iteration 47Q (11135.446676 sec): 3 clusters Score: Raw -1003300.719103 + Penalty 1758.818155 = -1001541.900948 nChanged 8 SP:Iteration 48Q (11135.500895 sec): 3 clusters Score: Raw -1003302.211839 + Penalty 1758.818155 = -1001543.393684 nChanged 6 SP:Iteration 49Q (11135.566735 sec): 3 clusters Score: Raw -1003304.242131 + Penalty 1758.818155 = -1001545.423976 nChanged 9 SP:Iteration 50Q (11135.616166 sec): 3 clusters Score: Raw -1003306.575698 + Penalty 1758.818155 = -1001547.757543 nChanged 7 SP:Iteration 51Q (11135.669055 sec): 3 clusters Score: Raw -1003308.283275 + Penalty 1758.818155 = -1001549.465120 nChanged 7 SP:Iteration 52Q (11135.728749 sec): 3 clusters Score: Raw -1003309.858119 + Penalty 1758.818155 = -1001551.039964 nChanged 9 SP:Iteration 53Q (11135.788662 sec): 3 clusters Score: Raw -1003312.699771 + Penalty 1758.818155 = -1001553.881616 nChanged 11 SP:Iteration 54Q (11135.848397 sec): 3 clusters Score: Raw -1003316.361318 + Penalty 1758.818155 = -1001557.543163 nChanged 9 SP:Iteration 55Q (11135.907974 sec): 3 clusters Score: Raw -1003319.431702 + Penalty 1758.818155 = -1001560.613547 nChanged 16 SP:Iteration 56Q (11135.967689 sec): 3 clusters Score: Raw -1003324.291230 + Penalty 1758.818155 = -1001565.473075 nChanged 12 SP:Iteration 57Q (11136.028397 sec): 3 clusters Score: Raw -1003327.952869 + Penalty 1758.818155 = -1001569.134714 nChanged 8 SP:Iteration 58Q (11136.088495 sec): 3 clusters Score: Raw -1003330.042611 + Penalty 1758.818155 = -1001571.224456 nChanged 8 SP:Iteration 59Q (11136.148326 sec): 3 clusters Score: Raw -1003332.867137 + Penalty 1758.818155 = -1001574.048982 nChanged 9 SP:Iteration 60F (11136.211023 sec): 3 clusters Score: Raw -1003335.242126 + Penalty 1758.818155 = -1001576.423972 nChanged 10 SP:Iteration 61Q (11136.269792 sec): 3 clusters Score: Raw -1003337.882212 + Penalty 1758.818155 = -1001579.064058 nChanged 12 SP:Iteration 62Q (11136.328523 sec): 3 clusters Score: Raw -1003340.872582 + Penalty 1758.818155 = -1001582.054427 nChanged 12 SP:Iteration 63Q (11136.388684 sec): 3 clusters Score: Raw -1003344.410276 + Penalty 1758.818155 = -1001585.592122 nChanged 10 SP:Iteration 64Q (11136.447575 sec): 3 clusters Score: Raw -1003347.655525 + Penalty 1758.818155 = -1001588.837370 nChanged 9 SP:Iteration 65Q (11136.510194 sec): 3 clusters Score: Raw -1003351.376176 + Penalty 1758.818155 = -1001592.558021 nChanged 14 SP:Iteration 66Q (11136.574300 sec): 3 clusters Score: Raw -1003356.354896 + Penalty 1758.818155 = -1001597.536741 nChanged 11 SP:Iteration 67Q (11136.630513 sec): 3 clusters Score: Raw -1003359.940432 + Penalty 1758.818155 = -1001601.122277 nChanged 12 SP:Iteration 68Q (11136.678730 sec): 3 clusters Score: Raw -1003363.976422 + Penalty 1758.818155 = -1001605.158267 nChanged 15 SP:Iteration 69Q (11136.738729 sec): 3 clusters Score: Raw -1003368.708084 + Penalty 1758.818155 = -1001609.889929 nChanged 12 SP:Iteration 70Q (11136.790951 sec): 3 clusters Score: Raw -1003372.885317 + Penalty 1758.818155 = -1001614.067162 nChanged 12 SP:Iteration 71Q (11136.849548 sec): 3 clusters Score: Raw -1003377.633790 + Penalty 1758.818155 = -1001618.815635 nChanged 14 SP:Iteration 72Q (11136.901534 sec): 3 clusters Score: Raw -1003382.144416 + Penalty 1758.818155 = -1001623.326261 nChanged 13 SP:Iteration 73Q (11136.959924 sec): 3 clusters Score: Raw -1003387.519870 + Penalty 1758.818155 = -1001628.701715 nChanged 12 SP:Iteration 74Q (11137.018737 sec): 3 clusters Score: Raw -1003390.924850 + Penalty 1758.818155 = -1001632.106695 nChanged 9 SP:Iteration 75Q (11137.071333 sec): 3 clusters Score: Raw -1003393.997020 + Penalty 1758.818155 = -1001635.178865 nChanged 11 SP:Iteration 76Q (11137.130142 sec): 3 clusters Score: Raw -1003396.520855 + Penalty 1758.818155 = -1001637.702700 nChanged 3 SP:Iteration 77Q (11137.188674 sec): 3 clusters Score: Raw -1003397.251256 + Penalty 1758.818155 = -1001638.433101 nChanged 3 SP:Iteration 78Q (11137.247351 sec): 3 clusters Score: Raw -1003397.987153 + Penalty 1758.818155 = -1001639.168998 nChanged 6 SP:Iteration 79Q (11137.310396 sec): 3 clusters Score: Raw -1003400.456312 + Penalty 1758.818155 = -1001641.638157 nChanged 7 SP:Iteration 80F (11137.360546 sec): 3 clusters Score: Raw -1003403.272959 + Penalty 1758.818155 = -1001644.454804 nChanged 8 SP:Iteration 81Q (11137.418823 sec): 3 clusters Score: Raw -1003404.931773 + Penalty 1758.818155 = -1001646.113618 nChanged 2 SP:Iteration 82Q (11137.477363 sec): 3 clusters Score: Raw -1003405.255576 + Penalty 1758.818155 = -1001646.437421 nChanged 3 SP:Iteration 83Q (11137.536170 sec): 3 clusters Score: Raw -1003405.796211 + Penalty 1758.818155 = -1001646.978056 nChanged 6 SP:Iteration 84Q (11137.589038 sec): 3 clusters Score: Raw -1003407.064603 + Penalty 1758.818155 = -1001648.246448 nChanged 6 SP:Iteration 85Q (11137.639969 sec): 3 clusters Score: Raw -1003408.454744 + Penalty 1758.818155 = -1001649.636589 nChanged 4 SP:Iteration 86Q (11137.698774 sec): 3 clusters Score: Raw -1003409.930184 + Penalty 1758.818155 = -1001651.112030 nChanged 7 SP:Iteration 87Q (11137.757313 sec): 3 clusters Score: Raw -1003413.072725 + Penalty 1758.818155 = -1001654.254570 nChanged 9 SP:Iteration 88Q (11137.816053 sec): 3 clusters Score: Raw -1003416.410655 + Penalty 1758.818155 = -1001657.592500 nChanged 10 SP:Iteration 89Q (11137.868185 sec): 3 clusters Score: Raw -1003418.518964 + Penalty 1758.818155 = -1001659.700809 nChanged 8 SP:Iteration 90Q (11137.926864 sec): 3 clusters Score: Raw -1003420.320330 + Penalty 1758.818155 = -1001661.502175 nChanged 8 SP:Iteration 91Q (11137.983424 sec): 3 clusters Score: Raw -1003422.295119 + Penalty 1758.818155 = -1001663.476965 nChanged 5 SP:Iteration 92Q (11138.033497 sec): 3 clusters Score: Raw -1003424.219982 + Penalty 1758.818155 = -1001665.401827 nChanged 3 SP:Iteration 93Q (11138.093022 sec): 3 clusters Score: Raw -1003424.900440 + Penalty 1758.818155 = -1001666.082285 nChanged 2 SP:Iteration 94Q (11138.151574 sec): 3 clusters Score: Raw -1003425.307702 + Penalty 1758.818155 = -1001666.489547 nChanged 2 SP:Iteration 95Q (11138.207785 sec): 3 clusters Score: Raw -1003425.853442 + Penalty 1758.818155 = -1001667.035287 nChanged 1 SP:Iteration 96Q (11138.257794 sec): 3 clusters Score: Raw -1003426.337916 + Penalty 1758.818155 = -1001667.519761 nChanged 3 SP:Iteration 97Q (11138.316109 sec): 3 clusters Score: Raw -1003427.870436 + Penalty 1758.818155 = -1001669.052281 nChanged 3 SP:Iteration 98Q (11138.374580 sec): 3 clusters Score: Raw -1003428.910434 + Penalty 1758.818155 = -1001670.092279 nChanged 2 SP:Iteration 99Q (11138.433433 sec): 3 clusters Score: Raw -1003429.286615 + Penalty 1758.818155 = -1001670.468460 nChanged 2 SP:Iteration 100F (11138.495872 sec): 3 clusters Score: Raw -1003429.669747 + Penalty 1758.818155 = -1001670.851592 nChanged 2 SP:Iteration 101Q (11138.554238 sec): 3 clusters Score: Raw -1003430.075128 + Penalty 1758.818155 = -1001671.256973 nChanged 0 SP:Iteration 102F (11138.617545 sec): 3 clusters Score: Raw -1003430.075128 + Penalty 1758.818155 = -1001671.256973 nChanged 0 Trying to split cluster 9 (12868 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11138.655108 sec): 2 clusters Score: Raw -1168618.477429 + Penalty 898.937394 = -1167719.540035 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11138.731727 sec): 3 clusters Score: Raw -1160879.264029 + Penalty 1797.874789 = -1159081.389240 nChanged 5882 SP:Iteration 1F (11138.787855 sec): 3 clusters Score: Raw -1164581.577894 + Penalty 1797.874789 = -1162783.703105 nChanged 931 SP:Iteration 2F (11138.853071 sec): 3 clusters Score: Raw -1165139.105281 + Penalty 1797.874789 = -1163341.230492 nChanged 874 SP:Iteration 3F (11138.907069 sec): 3 clusters Score: Raw -1165660.082452 + Penalty 1797.874789 = -1163862.207663 nChanged 760 SP:Iteration 4F (11138.935322 sec): 3 clusters Score: Raw -1166057.530267 + Penalty 1797.874789 = -1164259.655478 nChanged 638 SP:Iteration 5Q (11138.964319 sec): 3 clusters Score: Raw -1166367.474700 + Penalty 1797.874789 = -1164569.599912 nChanged 585 SP:Iteration 6Q (11138.993490 sec): 3 clusters Score: Raw -1166675.508791 + Penalty 1797.874789 = -1164877.634002 nChanged 525 SP:Iteration 7Q (11139.022503 sec): 3 clusters Score: Raw -1166938.698369 + Penalty 1797.874789 = -1165140.823580 nChanged 452 SP:Iteration 8Q (11139.051394 sec): 3 clusters Score: Raw -1167173.007644 + Penalty 1797.874789 = -1165375.132856 nChanged 414 SP:Iteration 9Q (11139.080100 sec): 3 clusters Score: Raw -1167392.527951 + Penalty 1797.874789 = -1165594.653162 nChanged 392 SP:Iteration 10Q (11139.108989 sec): 3 clusters Score: Raw -1167609.739628 + Penalty 1797.874789 = -1165811.864839 nChanged 357 SP:Iteration 11Q (11139.137609 sec): 3 clusters Score: Raw -1167817.368327 + Penalty 1797.874789 = -1166019.493538 nChanged 316 SP:Iteration 12Q (11139.166077 sec): 3 clusters Score: Raw -1167987.620399 + Penalty 1797.874789 = -1166189.745610 nChanged 276 SP:Iteration 13Q (11139.194009 sec): 3 clusters Score: Raw -1168135.880056 + Penalty 1797.874789 = -1166338.005267 nChanged 244 SP:Iteration 14Q (11139.221905 sec): 3 clusters Score: Raw -1168255.877584 + Penalty 1797.874789 = -1166458.002795 nChanged 206 SP:Iteration 15Q (11139.249479 sec): 3 clusters Score: Raw -1168356.881732 + Penalty 1797.874789 = -1166559.006943 nChanged 209 SP:Iteration 16Q (11139.277055 sec): 3 clusters Score: Raw -1168481.190443 + Penalty 1797.874789 = -1166683.315654 nChanged 212 SP:Iteration 17Q (11139.304506 sec): 3 clusters Score: Raw -1168602.483036 + Penalty 1797.874789 = -1166804.608247 nChanged 191 SP:Iteration 18Q (11139.331876 sec): 3 clusters Score: Raw -1168716.144832 + Penalty 1797.874789 = -1166918.270044 nChanged 172 SP:Iteration 19Q (11139.359012 sec): 3 clusters Score: Raw -1168806.907512 + Penalty 1797.874789 = -1167009.032723 nChanged 150 SP:Iteration 20F (11139.387758 sec): 3 clusters Score: Raw -1168891.519328 + Penalty 1797.874789 = -1167093.644539 nChanged 127 SP:Iteration 21Q (11139.414767 sec): 3 clusters Score: Raw -1168955.771953 + Penalty 1797.874789 = -1167157.897164 nChanged 105 SP:Iteration 22Q (11139.479041 sec): 3 clusters Score: Raw -1169004.759003 + Penalty 1797.874789 = -1167206.884214 nChanged 78 SP:Iteration 23Q (11139.534063 sec): 3 clusters Score: Raw -1169044.422017 + Penalty 1797.874789 = -1167246.547228 nChanged 77 SP:Iteration 24Q (11139.594239 sec): 3 clusters Score: Raw -1169089.620740 + Penalty 1797.874789 = -1167291.745951 nChanged 76 SP:Iteration 25Q (11139.653561 sec): 3 clusters Score: Raw -1169132.294574 + Penalty 1797.874789 = -1167334.419785 nChanged 49 SP:Iteration 26Q (11139.719212 sec): 3 clusters Score: Raw -1169160.190944 + Penalty 1797.874789 = -1167362.316155 nChanged 29 SP:Iteration 27Q (11139.778816 sec): 3 clusters Score: Raw -1169174.921799 + Penalty 1797.874789 = -1167377.047010 nChanged 34 SP:Iteration 28Q (11139.827822 sec): 3 clusters Score: Raw -1169194.038952 + Penalty 1797.874789 = -1167396.164163 nChanged 28 SP:Iteration 29Q (11139.888624 sec): 3 clusters Score: Raw -1169206.166148 + Penalty 1797.874789 = -1167408.291359 nChanged 20 SP:Iteration 30Q (11139.942566 sec): 3 clusters Score: Raw -1169215.323184 + Penalty 1797.874789 = -1167417.448395 nChanged 14 SP:Iteration 31Q (11140.015265 sec): 3 clusters Score: Raw -1169220.725342 + Penalty 1797.874789 = -1167422.850553 nChanged 9 SP:Iteration 32Q (11140.076987 sec): 3 clusters Score: Raw -1169222.855023 + Penalty 1797.874789 = -1167424.980234 nChanged 3 SP:Iteration 33Q (11140.093905 sec): 3 clusters Score: Raw -1169223.996275 + Penalty 1797.874789 = -1167426.121486 nChanged 4 SP:Iteration 34Q (11140.119968 sec): 3 clusters Score: Raw -1169225.404046 + Penalty 1797.874789 = -1167427.529258 nChanged 5 SP:Iteration 35Q (11140.145900 sec): 3 clusters Score: Raw -1169226.999450 + Penalty 1797.874789 = -1167429.124662 nChanged 1 SP:Iteration 36Q (11140.171852 sec): 3 clusters Score: Raw -1169227.208512 + Penalty 1797.874789 = -1167429.333723 nChanged 2 SP:Iteration 37Q (11140.198059 sec): 3 clusters Score: Raw -1169227.393214 + Penalty 1797.874789 = -1167429.518425 nChanged 0 SP:Iteration 38F (11140.226953 sec): 3 clusters Score: Raw -1169227.682799 + Penalty 1797.874789 = -1167429.808010 nChanged 1 SP:Iteration 39Q (11140.253018 sec): 3 clusters Score: Raw -1169228.654504 + Penalty 1797.874789 = -1167430.779715 nChanged 2 SP:Iteration 40F (11140.281830 sec): 3 clusters Score: Raw -1169229.539052 + Penalty 1797.874789 = -1167431.664263 nChanged 3 SP:Iteration 41Q (11140.307966 sec): 3 clusters Score: Raw -1169230.706498 + Penalty 1797.874789 = -1167432.831709 nChanged 5 SP:Iteration 42Q (11140.348209 sec): 3 clusters Score: Raw -1169231.959713 + Penalty 1797.874789 = -1167434.084924 nChanged 5 SP:Iteration 43Q (11140.383417 sec): 3 clusters Score: Raw -1169232.901272 + Penalty 1797.874789 = -1167435.026483 nChanged 4 SP:Iteration 44Q (11140.398449 sec): 3 clusters Score: Raw -1169233.729611 + Penalty 1797.874789 = -1167435.854822 nChanged 2 SP:Iteration 45Q (11140.424457 sec): 3 clusters Score: Raw -1169234.249128 + Penalty 1797.874789 = -1167436.374339 nChanged 0 SP:Iteration 46F (11140.453399 sec): 3 clusters Score: Raw -1169234.249128 + Penalty 1797.874789 = -1167436.374339 nChanged 0 Trying to split cluster 10 (28379 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11140.497721 sec): 2 clusters Score: Raw -2732297.519575 + Penalty 974.073448 = -2731323.446128 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11140.549989 sec): 3 clusters Score: Raw -2714367.911195 + Penalty 1948.146896 = -2712419.764299 nChanged 13291 SP:Iteration 1F (11140.598769 sec): 3 clusters Score: Raw -2721952.844433 + Penalty 1948.146896 = -2720004.697537 nChanged 1339 SP:Iteration 2Q (11140.648637 sec): 3 clusters Score: Raw -2722456.635693 + Penalty 1948.146896 = -2720508.488797 nChanged 1477 SP:Iteration 3F (11140.729955 sec): 3 clusters Score: Raw -2723114.859892 + Penalty 1948.146896 = -2721166.712997 nChanged 1713 SP:Iteration 4F (11140.815999 sec): 3 clusters Score: Raw -2724051.939298 + Penalty 1948.146896 = -2722103.792402 nChanged 1899 SP:Iteration 5F (11140.902561 sec): 3 clusters Score: Raw -2725312.014958 + Penalty 1948.146896 = -2723363.868062 nChanged 1943 SP:Iteration 6F (11140.981475 sec): 3 clusters Score: Raw -2726802.917486 + Penalty 1948.146896 = -2724854.770590 nChanged 1670 SP:Iteration 7F (11141.068282 sec): 3 clusters Score: Raw -2728284.246540 + Penalty 1948.146896 = -2726336.099644 nChanged 1382 SP:Iteration 8Q (11141.152472 sec): 3 clusters Score: Raw -2729655.541460 + Penalty 1948.146896 = -2727707.394565 nChanged 1025 SP:Iteration 9Q (11141.237201 sec): 3 clusters Score: Raw -2730445.516546 + Penalty 1948.146896 = -2728497.369650 nChanged 720 SP:Iteration 10Q (11141.304457 sec): 3 clusters Score: Raw -2730807.489379 + Penalty 1948.146896 = -2728859.342483 nChanged 470 SP:Iteration 11Q (11141.380066 sec): 3 clusters Score: Raw -2730997.446103 + Penalty 1948.146896 = -2729049.299208 nChanged 378 SP:Iteration 12Q (11141.454894 sec): 3 clusters Score: Raw -2731156.961486 + Penalty 1948.146896 = -2729208.814590 nChanged 341 SP:Iteration 13Q (11141.533147 sec): 3 clusters Score: Raw -2731302.820322 + Penalty 1948.146896 = -2729354.673427 nChanged 290 SP:Iteration 14Q (11141.622645 sec): 3 clusters Score: Raw -2731410.504469 + Penalty 1948.146896 = -2729462.357574 nChanged 259 SP:Iteration 15Q (11141.704638 sec): 3 clusters Score: Raw -2731497.436254 + Penalty 1948.146896 = -2729549.289359 nChanged 259 SP:Iteration 16Q (11141.782613 sec): 3 clusters Score: Raw -2731591.619313 + Penalty 1948.146896 = -2729643.472418 nChanged 262 SP:Iteration 17Q (11141.864676 sec): 3 clusters Score: Raw -2731683.989182 + Penalty 1948.146896 = -2729735.842287 nChanged 228 SP:Iteration 18Q (11141.945166 sec): 3 clusters Score: Raw -2731754.114141 + Penalty 1948.146896 = -2729805.967245 nChanged 229 SP:Iteration 19Q (11142.024212 sec): 3 clusters Score: Raw -2731832.223623 + Penalty 1948.146896 = -2729884.076727 nChanged 214 SP:Iteration 20F (11142.109883 sec): 3 clusters Score: Raw -2731908.671612 + Penalty 1948.146896 = -2729960.524717 nChanged 212 SP:Iteration 21Q (11142.190941 sec): 3 clusters Score: Raw -2731982.906040 + Penalty 1948.146896 = -2730034.759144 nChanged 193 SP:Iteration 22Q (11142.261611 sec): 3 clusters Score: Raw -2732041.566137 + Penalty 1948.146896 = -2730093.419241 nChanged 164 SP:Iteration 23Q (11142.338693 sec): 3 clusters Score: Raw -2732089.924513 + Penalty 1948.146896 = -2730141.777617 nChanged 146 SP:Iteration 24Q (11142.416234 sec): 3 clusters Score: Raw -2732138.258732 + Penalty 1948.146896 = -2730190.111837 nChanged 134 SP:Iteration 25Q (11142.502332 sec): 3 clusters Score: Raw -2732185.772339 + Penalty 1948.146896 = -2730237.625444 nChanged 138 SP:Iteration 26Q (11142.580751 sec): 3 clusters Score: Raw -2732234.609058 + Penalty 1948.146896 = -2730286.462163 nChanged 115 SP:Iteration 27Q (11142.657808 sec): 3 clusters Score: Raw -2732271.690737 + Penalty 1948.146896 = -2730323.543841 nChanged 100 SP:Iteration 28Q (11142.727655 sec): 3 clusters Score: Raw -2732302.299495 + Penalty 1948.146896 = -2730354.152600 nChanged 94 SP:Iteration 29Q (11142.808176 sec): 3 clusters Score: Raw -2732338.347413 + Penalty 1948.146896 = -2730390.200517 nChanged 84 SP:Iteration 30Q (11142.882722 sec): 3 clusters Score: Raw -2732372.908513 + Penalty 1948.146896 = -2730424.761617 nChanged 69 SP:Iteration 31Q (11142.961301 sec): 3 clusters Score: Raw -2732397.800780 + Penalty 1948.146896 = -2730449.653884 nChanged 57 SP:Iteration 32Q (11143.048583 sec): 3 clusters Score: Raw -2732415.069913 + Penalty 1948.146896 = -2730466.923017 nChanged 41 SP:Iteration 33Q (11143.127468 sec): 3 clusters Score: Raw -2732425.710665 + Penalty 1948.146896 = -2730477.563769 nChanged 38 SP:Iteration 34Q (11143.207342 sec): 3 clusters Score: Raw -2732437.217703 + Penalty 1948.146896 = -2730489.070807 nChanged 39 SP:Iteration 35Q (11143.286813 sec): 3 clusters Score: Raw -2732447.471277 + Penalty 1948.146896 = -2730499.324382 nChanged 35 SP:Iteration 36Q (11143.366739 sec): 3 clusters Score: Raw -2732458.833846 + Penalty 1948.146896 = -2730510.686950 nChanged 43 SP:Iteration 37Q (11143.442304 sec): 3 clusters Score: Raw -2732473.831222 + Penalty 1948.146896 = -2730525.684326 nChanged 44 SP:Iteration 38Q (11143.528441 sec): 3 clusters Score: Raw -2732485.630521 + Penalty 1948.146896 = -2730537.483625 nChanged 33 SP:Iteration 39Q (11143.599243 sec): 3 clusters Score: Raw -2732495.391465 + Penalty 1948.146896 = -2730547.244570 nChanged 28 SP:Iteration 40F (11143.682554 sec): 3 clusters Score: Raw -2732504.383941 + Penalty 1948.146896 = -2730556.237046 nChanged 32 SP:Iteration 41Q (11143.775483 sec): 3 clusters Score: Raw -2732514.420721 + Penalty 1948.146896 = -2730566.273825 nChanged 25 SP:Iteration 42Q (11143.856458 sec): 3 clusters Score: Raw -2732522.352799 + Penalty 1948.146896 = -2730574.205903 nChanged 18 SP:Iteration 43Q (11143.933830 sec): 3 clusters Score: Raw -2732528.251643 + Penalty 1948.146896 = -2730580.104747 nChanged 13 SP:Iteration 44Q (11144.010299 sec): 3 clusters Score: Raw -2732531.326762 + Penalty 1948.146896 = -2730583.179866 nChanged 12 SP:Iteration 45Q (11144.076996 sec): 3 clusters Score: Raw -2732534.251397 + Penalty 1948.146896 = -2730586.104501 nChanged 10 SP:Iteration 46Q (11144.135214 sec): 3 clusters Score: Raw -2732536.607917 + Penalty 1948.146896 = -2730588.461022 nChanged 11 SP:Iteration 47Q (11144.211852 sec): 3 clusters Score: Raw -2732539.897472 + Penalty 1948.146896 = -2730591.750577 nChanged 18 SP:Iteration 48Q (11144.294196 sec): 3 clusters Score: Raw -2732545.799421 + Penalty 1948.146896 = -2730597.652525 nChanged 14 SP:Iteration 49Q (11144.365025 sec): 3 clusters Score: Raw -2732549.509658 + Penalty 1948.146896 = -2730601.362762 nChanged 9 SP:Iteration 50Q (11144.440638 sec): 3 clusters Score: Raw -2732553.252680 + Penalty 1948.146896 = -2730605.105784 nChanged 9 SP:Iteration 51Q (11144.508843 sec): 3 clusters Score: Raw -2732554.886170 + Penalty 1948.146896 = -2730606.739274 nChanged 3 SP:Iteration 52Q (11144.572508 sec): 3 clusters Score: Raw -2732555.615645 + Penalty 1948.146896 = -2730607.468750 nChanged 6 SP:Iteration 53Q (11144.624687 sec): 3 clusters Score: Raw -2732557.045355 + Penalty 1948.146896 = -2730608.898459 nChanged 5 SP:Iteration 54Q (11144.710415 sec): 3 clusters Score: Raw -2732558.366576 + Penalty 1948.146896 = -2730610.219680 nChanged 10 SP:Iteration 55Q (11144.782444 sec): 3 clusters Score: Raw -2732560.471507 + Penalty 1948.146896 = -2730612.324612 nChanged 3 SP:Iteration 56Q (11144.848126 sec): 3 clusters Score: Raw -2732560.848137 + Penalty 1948.146896 = -2730612.701242 nChanged 4 SP:Iteration 57Q (11144.924391 sec): 3 clusters Score: Raw -2732561.457613 + Penalty 1948.146896 = -2730613.310718 nChanged 1 SP:Iteration 58Q (11144.999301 sec): 3 clusters Score: Raw -2732561.545830 + Penalty 1948.146896 = -2730613.398934 nChanged 2 SP:Iteration 59Q (11145.075830 sec): 3 clusters Score: Raw -2732561.864694 + Penalty 1948.146896 = -2730613.717799 nChanged 1 SP:Iteration 60F (11145.137373 sec): 3 clusters Score: Raw -2732562.329098 + Penalty 1948.146896 = -2730614.182203 nChanged 1 SP:Iteration 61Q (11145.214211 sec): 3 clusters Score: Raw -2732562.844161 + Penalty 1948.146896 = -2730614.697265 nChanged 2 SP:Iteration 62Q (11145.289117 sec): 3 clusters Score: Raw -2732563.096616 + Penalty 1948.146896 = -2730614.949720 nChanged 1 SP:Iteration 63Q (11145.359888 sec): 3 clusters Score: Raw -2732563.178023 + Penalty 1948.146896 = -2730615.031127 nChanged 0 SP:Iteration 64F (11145.448587 sec): 3 clusters Score: Raw -2732563.178023 + Penalty 1948.146896 = -2730615.031127 nChanged 0 Trying to split cluster 11 (23904 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11145.486066 sec): 2 clusters Score: Raw -2226628.725992 + Penalty 957.771103 = -2225670.954889 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11145.557107 sec): 3 clusters Score: Raw -2211634.053309 + Penalty 1915.542207 = -2209718.511102 nChanged 11125 SP:Iteration 1F (11145.641285 sec): 3 clusters Score: Raw -2218026.330908 + Penalty 1915.542207 = -2216110.788701 nChanged 1194 SP:Iteration 2Q (11145.719296 sec): 3 clusters Score: Raw -2218517.549339 + Penalty 1915.542207 = -2216602.007133 nChanged 1215 SP:Iteration 3F (11145.784406 sec): 3 clusters Score: Raw -2219105.168678 + Penalty 1915.542207 = -2217189.626471 nChanged 1244 SP:Iteration 4F (11145.861925 sec): 3 clusters Score: Raw -2219840.212349 + Penalty 1915.542207 = -2217924.670143 nChanged 1373 SP:Iteration 5F (11145.945449 sec): 3 clusters Score: Raw -2220748.253864 + Penalty 1915.542207 = -2218832.711657 nChanged 1457 SP:Iteration 6F (11146.015333 sec): 3 clusters Score: Raw -2221770.035214 + Penalty 1915.542207 = -2219854.493008 nChanged 1363 SP:Iteration 7F (11146.092201 sec): 3 clusters Score: Raw -2222594.316989 + Penalty 1915.542207 = -2220678.774782 nChanged 1028 SP:Iteration 8Q (11146.172423 sec): 3 clusters Score: Raw -2223028.088586 + Penalty 1915.542207 = -2221112.546380 nChanged 670 SP:Iteration 9Q (11146.250845 sec): 3 clusters Score: Raw -2223228.265130 + Penalty 1915.542207 = -2221312.722923 nChanged 430 SP:Iteration 10Q (11146.322264 sec): 3 clusters Score: Raw -2223332.854045 + Penalty 1915.542207 = -2221417.311839 nChanged 297 SP:Iteration 11Q (11146.408726 sec): 3 clusters Score: Raw -2223395.838460 + Penalty 1915.542207 = -2221480.296253 nChanged 255 SP:Iteration 12Q (11146.470277 sec): 3 clusters Score: Raw -2223446.239880 + Penalty 1915.542207 = -2221530.697673 nChanged 237 SP:Iteration 13Q (11146.556391 sec): 3 clusters Score: Raw -2223501.750756 + Penalty 1915.542207 = -2221586.208550 nChanged 241 SP:Iteration 14Q (11146.633318 sec): 3 clusters Score: Raw -2223553.630017 + Penalty 1915.542207 = -2221638.087811 nChanged 246 SP:Iteration 15Q (11146.706739 sec): 3 clusters Score: Raw -2223610.390815 + Penalty 1915.542207 = -2221694.848608 nChanged 266 SP:Iteration 16Q (11146.782949 sec): 3 clusters Score: Raw -2223678.059416 + Penalty 1915.542207 = -2221762.517210 nChanged 279 SP:Iteration 17Q (11146.858923 sec): 3 clusters Score: Raw -2223750.164732 + Penalty 1915.542207 = -2221834.622525 nChanged 284 SP:Iteration 18Q (11146.934551 sec): 3 clusters Score: Raw -2223827.892092 + Penalty 1915.542207 = -2221912.349885 nChanged 327 SP:Iteration 19Q (11147.009637 sec): 3 clusters Score: Raw -2223922.555140 + Penalty 1915.542207 = -2222007.012933 nChanged 335 SP:Iteration 20F (11147.087096 sec): 3 clusters Score: Raw -2224020.476643 + Penalty 1915.542207 = -2222104.934436 nChanged 326 SP:Iteration 21Q (11147.161317 sec): 3 clusters Score: Raw -2224121.620438 + Penalty 1915.542207 = -2222206.078232 nChanged 360 SP:Iteration 22Q (11147.240825 sec): 3 clusters Score: Raw -2224234.681363 + Penalty 1915.542207 = -2222319.139157 nChanged 353 SP:Iteration 23Q (11147.317174 sec): 3 clusters Score: Raw -2224353.808789 + Penalty 1915.542207 = -2222438.266582 nChanged 346 SP:Iteration 24Q (11147.391655 sec): 3 clusters Score: Raw -2224479.218632 + Penalty 1915.542207 = -2222563.676426 nChanged 394 SP:Iteration 25Q (11147.456926 sec): 3 clusters Score: Raw -2224646.563552 + Penalty 1915.542207 = -2222731.021345 nChanged 414 SP:Iteration 26Q (11147.539019 sec): 3 clusters Score: Raw -2224811.338535 + Penalty 1915.542207 = -2222895.796328 nChanged 383 SP:Iteration 27Q (11147.601177 sec): 3 clusters Score: Raw -2224972.666219 + Penalty 1915.542207 = -2223057.124012 nChanged 421 SP:Iteration 28Q (11147.686581 sec): 3 clusters Score: Raw -2225163.357690 + Penalty 1915.542207 = -2223247.815484 nChanged 382 SP:Iteration 29Q (11147.764351 sec): 3 clusters Score: Raw -2225338.905291 + Penalty 1915.542207 = -2223423.363084 nChanged 362 SP:Iteration 30Q (11147.841886 sec): 3 clusters Score: Raw -2225507.456010 + Penalty 1915.542207 = -2223591.913804 nChanged 339 SP:Iteration 31Q (11147.919801 sec): 3 clusters Score: Raw -2225683.515320 + Penalty 1915.542207 = -2223767.973113 nChanged 319 SP:Iteration 32Q (11147.996011 sec): 3 clusters Score: Raw -2225859.063824 + Penalty 1915.542207 = -2223943.521618 nChanged 294 SP:Iteration 33Q (11148.072878 sec): 3 clusters Score: Raw -2226021.077141 + Penalty 1915.542207 = -2224105.534934 nChanged 257 SP:Iteration 34Q (11148.132959 sec): 3 clusters Score: Raw -2226160.480336 + Penalty 1915.542207 = -2224244.938129 nChanged 231 SP:Iteration 35Q (11148.204508 sec): 3 clusters Score: Raw -2226288.572441 + Penalty 1915.542207 = -2224373.030234 nChanged 210 SP:Iteration 36Q (11148.277987 sec): 3 clusters Score: Raw -2226402.492586 + Penalty 1915.542207 = -2224486.950379 nChanged 151 SP:Iteration 37Q (11148.343276 sec): 3 clusters Score: Raw -2226486.760964 + Penalty 1915.542207 = -2224571.218757 nChanged 123 SP:Iteration 38Q (11148.415418 sec): 3 clusters Score: Raw -2226558.368616 + Penalty 1915.542207 = -2224642.826410 nChanged 92 SP:Iteration 39Q (11148.476148 sec): 3 clusters Score: Raw -2226609.529593 + Penalty 1915.542207 = -2224693.987387 nChanged 86 SP:Iteration 40F (11148.549155 sec): 3 clusters Score: Raw -2226661.423054 + Penalty 1915.542207 = -2224745.880848 nChanged 71 SP:Iteration 41Q (11148.618061 sec): 3 clusters Score: Raw -2226700.617647 + Penalty 1915.542207 = -2224785.075440 nChanged 46 SP:Iteration 42Q (11148.690447 sec): 3 clusters Score: Raw -2226725.211931 + Penalty 1915.542207 = -2224809.669725 nChanged 33 SP:Iteration 43Q (11148.770710 sec): 3 clusters Score: Raw -2226744.220946 + Penalty 1915.542207 = -2224828.678739 nChanged 25 SP:Iteration 44Q (11148.839383 sec): 3 clusters Score: Raw -2226760.186796 + Penalty 1915.542207 = -2224844.644590 nChanged 23 SP:Iteration 45Q (11148.906093 sec): 3 clusters Score: Raw -2226771.761507 + Penalty 1915.542207 = -2224856.219301 nChanged 18 SP:Iteration 46Q (11148.962121 sec): 3 clusters Score: Raw -2226781.541118 + Penalty 1915.542207 = -2224865.998912 nChanged 24 SP:Iteration 47Q (11149.025177 sec): 3 clusters Score: Raw -2226794.294419 + Penalty 1915.542207 = -2224878.752212 nChanged 16 SP:Iteration 48Q (11149.104539 sec): 3 clusters Score: Raw -2226804.641123 + Penalty 1915.542207 = -2224889.098917 nChanged 16 SP:Iteration 49Q (11149.179983 sec): 3 clusters Score: Raw -2226812.700577 + Penalty 1915.542207 = -2224897.158371 nChanged 11 SP:Iteration 50Q (11149.239734 sec): 3 clusters Score: Raw -2226816.721369 + Penalty 1915.542207 = -2224901.179163 nChanged 12 SP:Iteration 51Q (11149.320642 sec): 3 clusters Score: Raw -2226822.638398 + Penalty 1915.542207 = -2224907.096191 nChanged 10 SP:Iteration 52Q (11149.395020 sec): 3 clusters Score: Raw -2226827.663767 + Penalty 1915.542207 = -2224912.121560 nChanged 3 SP:Iteration 53Q (11149.464993 sec): 3 clusters Score: Raw -2226829.765936 + Penalty 1915.542207 = -2224914.223730 nChanged 2 SP:Iteration 54Q (11149.533502 sec): 3 clusters Score: Raw -2226830.278394 + Penalty 1915.542207 = -2224914.736188 nChanged 0 SP:Iteration 55F (11149.613039 sec): 3 clusters Score: Raw -2226830.278394 + Penalty 1915.542207 = -2224914.736188 nChanged 0 Trying to split cluster 12 (1949 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11149.641763 sec): 2 clusters Score: Raw -181817.650345 + Penalty 719.631811 = -181098.018533 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11149.691574 sec): 3 clusters Score: Raw -180866.893214 + Penalty 1439.263623 = -179427.629591 nChanged 758 SP:Iteration 1F (11149.728662 sec): 3 clusters Score: Raw -181341.692886 + Penalty 1439.263623 = -179902.429263 nChanged 170 SP:Iteration 2F (11149.788120 sec): 3 clusters Score: Raw -181469.145674 + Penalty 1439.263623 = -180029.882051 nChanged 133 SP:Iteration 3F (11149.835727 sec): 3 clusters Score: Raw -181587.207763 + Penalty 1439.263623 = -180147.944141 nChanged 125 SP:Iteration 4F (11149.886297 sec): 3 clusters Score: Raw -181707.589890 + Penalty 1439.263623 = -180268.326267 nChanged 113 SP:Iteration 5F (11149.935888 sec): 3 clusters Score: Raw -181805.740939 + Penalty 1439.263623 = -180366.477317 nChanged 81 SP:Iteration 6Q (11149.972544 sec): 3 clusters Score: Raw -181866.535052 + Penalty 1439.263623 = -180427.271429 nChanged 60 SP:Iteration 7Q (11150.013298 sec): 3 clusters Score: Raw -181896.819457 + Penalty 1439.263623 = -180457.555834 nChanged 33 SP:Iteration 8Q (11150.058700 sec): 3 clusters Score: Raw -181909.993279 + Penalty 1439.263623 = -180470.729656 nChanged 19 SP:Iteration 9Q (11150.101495 sec): 3 clusters Score: Raw -181922.290130 + Penalty 1439.263623 = -180483.026508 nChanged 22 SP:Iteration 10Q (11150.152770 sec): 3 clusters Score: Raw -181937.665797 + Penalty 1439.263623 = -180498.402174 nChanged 26 SP:Iteration 11Q (11150.201620 sec): 3 clusters Score: Raw -181953.388683 + Penalty 1439.263623 = -180514.125060 nChanged 28 SP:Iteration 12Q (11150.236658 sec): 3 clusters Score: Raw -181971.548096 + Penalty 1439.263623 = -180532.284473 nChanged 30 SP:Iteration 13Q (11150.279832 sec): 3 clusters Score: Raw -181987.811307 + Penalty 1439.263623 = -180548.547684 nChanged 18 SP:Iteration 14Q (11150.327454 sec): 3 clusters Score: Raw -181994.773208 + Penalty 1439.263623 = -180555.509586 nChanged 8 SP:Iteration 15Q (11150.366147 sec): 3 clusters Score: Raw -181998.762994 + Penalty 1439.263623 = -180559.499371 nChanged 10 SP:Iteration 16Q (11150.402307 sec): 3 clusters Score: Raw -182002.217757 + Penalty 1439.263623 = -180562.954134 nChanged 6 SP:Iteration 17Q (11150.459832 sec): 3 clusters Score: Raw -182005.382874 + Penalty 1439.263623 = -180566.119251 nChanged 9 SP:Iteration 18Q (11150.510105 sec): 3 clusters Score: Raw -182008.235882 + Penalty 1439.263623 = -180568.972260 nChanged 8 SP:Iteration 19Q (11150.545591 sec): 3 clusters Score: Raw -182012.991333 + Penalty 1439.263623 = -180573.727710 nChanged 5 SP:Iteration 20F (11150.590379 sec): 3 clusters Score: Raw -182016.199962 + Penalty 1439.263623 = -180576.936340 nChanged 7 SP:Iteration 21Q (11150.636807 sec): 3 clusters Score: Raw -182020.625152 + Penalty 1439.263623 = -180581.361529 nChanged 9 SP:Iteration 22Q (11150.684303 sec): 3 clusters Score: Raw -182025.874053 + Penalty 1439.263623 = -180586.610431 nChanged 10 SP:Iteration 23Q (11150.735162 sec): 3 clusters Score: Raw -182030.865259 + Penalty 1439.263623 = -180591.601636 nChanged 5 SP:Iteration 24Q (11150.783069 sec): 3 clusters Score: Raw -182032.443241 + Penalty 1439.263623 = -180593.179618 nChanged 4 SP:Iteration 25Q (11150.829821 sec): 3 clusters Score: Raw -182034.062274 + Penalty 1439.263623 = -180594.798651 nChanged 5 SP:Iteration 26Q (11150.872182 sec): 3 clusters Score: Raw -182035.802383 + Penalty 1439.263623 = -180596.538760 nChanged 4 SP:Iteration 27Q (11150.909443 sec): 3 clusters Score: Raw -182036.686416 + Penalty 1439.263623 = -180597.422793 nChanged 3 SP:Iteration 28Q (11150.941251 sec): 3 clusters Score: Raw -182037.605267 + Penalty 1439.263623 = -180598.341645 nChanged 3 SP:Iteration 29Q (11150.986088 sec): 3 clusters Score: Raw -182039.351080 + Penalty 1439.263623 = -180600.087457 nChanged 3 SP:Iteration 30Q (11151.034014 sec): 3 clusters Score: Raw -182041.202022 + Penalty 1439.263623 = -180601.938399 nChanged 6 SP:Iteration 31Q (11151.082017 sec): 3 clusters Score: Raw -182042.986059 + Penalty 1439.263623 = -180603.722436 nChanged 1 SP:Iteration 32Q (11151.129882 sec): 3 clusters Score: Raw -182043.578905 + Penalty 1439.263623 = -180604.315282 nChanged 1 SP:Iteration 33Q (11151.175894 sec): 3 clusters Score: Raw -182043.841115 + Penalty 1439.263623 = -180604.577492 nChanged 1 SP:Iteration 34Q (11151.212235 sec): 3 clusters Score: Raw -182043.979494 + Penalty 1439.263623 = -180604.715871 nChanged 0 SP:Iteration 35F (11151.246917 sec): 3 clusters Score: Raw -182043.979494 + Penalty 1439.263623 = -180604.715871 nChanged 0 Trying to split cluster 13 (33399 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11151.319235 sec): 2 clusters Score: Raw -3203644.726928 + Penalty 989.546718 = -3202655.180210 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11151.408425 sec): 3 clusters Score: Raw -3182238.108133 + Penalty 1979.093435 = -3180259.014697 nChanged 15810 SP:Iteration 1F (11151.494125 sec): 3 clusters Score: Raw -3192088.450406 + Penalty 1979.093435 = -3190109.356971 nChanged 2021 SP:Iteration 2F (11151.582442 sec): 3 clusters Score: Raw -3193126.937944 + Penalty 1979.093435 = -3191147.844509 nChanged 2392 SP:Iteration 3F (11151.660292 sec): 3 clusters Score: Raw -3194601.323488 + Penalty 1979.093435 = -3192622.230052 nChanged 2600 SP:Iteration 4F (11151.745083 sec): 3 clusters Score: Raw -3196490.332250 + Penalty 1979.093435 = -3194511.238815 nChanged 2592 SP:Iteration 5F (11151.827160 sec): 3 clusters Score: Raw -3198604.449744 + Penalty 1979.093435 = -3196625.356308 nChanged 2130 SP:Iteration 6F (11151.916261 sec): 3 clusters Score: Raw -3200327.683695 + Penalty 1979.093435 = -3198348.590259 nChanged 1535 SP:Iteration 7Q (11152.008150 sec): 3 clusters Score: Raw -3201571.137880 + Penalty 1979.093435 = -3199592.044445 nChanged 1067 SP:Iteration 8Q (11152.097757 sec): 3 clusters Score: Raw -3202461.976668 + Penalty 1979.093435 = -3200482.883232 nChanged 723 SP:Iteration 9Q (11152.194425 sec): 3 clusters Score: Raw -3203079.099354 + Penalty 1979.093435 = -3201100.005919 nChanged 437 SP:Iteration 10Q (11152.270443 sec): 3 clusters Score: Raw -3203472.455949 + Penalty 1979.093435 = -3201493.362514 nChanged 222 SP:Iteration 11Q (11152.362864 sec): 3 clusters Score: Raw -3203707.823801 + Penalty 1979.093435 = -3201728.730366 nChanged 91 SP:Iteration 12Q (11152.453158 sec): 3 clusters Score: Raw -3203821.303581 + Penalty 1979.093435 = -3201842.210145 nChanged 47 SP:Iteration 13Q (11152.520166 sec): 3 clusters Score: Raw -3203886.239671 + Penalty 1979.093435 = -3201907.146236 nChanged 46 SP:Iteration 14Q (11152.591938 sec): 3 clusters Score: Raw -3203911.780249 + Penalty 1979.093435 = -3201932.686814 nChanged 30 SP:Iteration 15Q (11152.672506 sec): 3 clusters Score: Raw -3203933.356434 + Penalty 1979.093435 = -3201954.262999 nChanged 18 SP:Iteration 16Q (11152.749520 sec): 3 clusters Score: Raw -3203941.280482 + Penalty 1979.093435 = -3201962.187047 nChanged 12 SP:Iteration 17Q (11152.823875 sec): 3 clusters Score: Raw -3203946.690467 + Penalty 1979.093435 = -3201967.597031 nChanged 6 SP:Iteration 18Q (11152.904261 sec): 3 clusters Score: Raw -3203949.235667 + Penalty 1979.093435 = -3201970.142231 nChanged 5 SP:Iteration 19Q (11152.983134 sec): 3 clusters Score: Raw -3203950.836172 + Penalty 1979.093435 = -3201971.742737 nChanged 1 SP:Iteration 20F (11153.068497 sec): 3 clusters Score: Raw -3203951.248732 + Penalty 1979.093435 = -3201972.155297 nChanged 2 SP:Iteration 21Q (11153.143719 sec): 3 clusters Score: Raw -3203951.757764 + Penalty 1979.093435 = -3201972.664329 nChanged 1 SP:Iteration 22Q (11153.224796 sec): 3 clusters Score: Raw -3203951.918806 + Penalty 1979.093435 = -3201972.825370 nChanged 0 SP:Iteration 23F (11153.312902 sec): 3 clusters Score: Raw -3203951.918806 + Penalty 1979.093435 = -3201972.825370 nChanged 0 Trying to split cluster 14 (64378 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11153.393999 sec): 2 clusters Score: Raw -5858574.712275 + Penalty 1051.890088 = -5857522.822187 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11153.514763 sec): 3 clusters Score: Raw -5816421.028130 + Penalty 2103.780175 = -5814317.247954 nChanged 30875 SP:Iteration 1F (11153.639681 sec): 3 clusters Score: Raw -5834928.763686 + Penalty 2103.780175 = -5832824.983511 nChanged 3473 SP:Iteration 2F (11153.747343 sec): 3 clusters Score: Raw -5836390.285646 + Penalty 2103.780175 = -5834286.505470 nChanged 4137 SP:Iteration 3F (11153.875050 sec): 3 clusters Score: Raw -5838711.467008 + Penalty 2103.780175 = -5836607.686832 nChanged 4977 SP:Iteration 4F (11153.990195 sec): 3 clusters Score: Raw -5842307.048332 + Penalty 2103.780175 = -5840203.268157 nChanged 5400 SP:Iteration 5F (11154.118299 sec): 3 clusters Score: Raw -5847015.372232 + Penalty 2103.780175 = -5844911.592056 nChanged 4955 SP:Iteration 6F (11154.250006 sec): 3 clusters Score: Raw -5851773.823483 + Penalty 2103.780175 = -5849670.043308 nChanged 3566 SP:Iteration 7F (11154.369784 sec): 3 clusters Score: Raw -5855243.593612 + Penalty 2103.780175 = -5853139.813437 nChanged 2117 SP:Iteration 8Q (11154.507955 sec): 3 clusters Score: Raw -5857167.504021 + Penalty 2103.780175 = -5855063.723846 nChanged 1030 SP:Iteration 9Q (11154.629180 sec): 3 clusters Score: Raw -5858008.748500 + Penalty 2103.780175 = -5855904.968325 nChanged 556 SP:Iteration 10Q (11154.751389 sec): 3 clusters Score: Raw -5858429.107868 + Penalty 2103.780175 = -5856325.327692 nChanged 258 SP:Iteration 11Q (11154.875891 sec): 3 clusters Score: Raw -5858620.119786 + Penalty 2103.780175 = -5856516.339611 nChanged 153 SP:Iteration 12Q (11154.996395 sec): 3 clusters Score: Raw -5858736.032506 + Penalty 2103.780175 = -5856632.252331 nChanged 70 SP:Iteration 13Q (11155.099522 sec): 3 clusters Score: Raw -5858788.077275 + Penalty 2103.780175 = -5856684.297099 nChanged 44 SP:Iteration 14Q (11155.224891 sec): 3 clusters Score: Raw -5858813.526787 + Penalty 2103.780175 = -5856709.746612 nChanged 27 SP:Iteration 15Q (11155.337119 sec): 3 clusters Score: Raw -5858824.334727 + Penalty 2103.780175 = -5856720.554551 nChanged 19 SP:Iteration 16Q (11155.460494 sec): 3 clusters Score: Raw -5858834.086153 + Penalty 2103.780175 = -5856730.305977 nChanged 19 SP:Iteration 17Q (11155.571949 sec): 3 clusters Score: Raw -5858842.842470 + Penalty 2103.780175 = -5856739.062295 nChanged 11 SP:Iteration 18Q (11155.700736 sec): 3 clusters Score: Raw -5858846.199157 + Penalty 2103.780175 = -5856742.418981 nChanged 14 SP:Iteration 19Q (11155.817486 sec): 3 clusters Score: Raw -5858851.951562 + Penalty 2103.780175 = -5856748.171387 nChanged 8 SP:Iteration 20F (11155.936830 sec): 3 clusters Score: Raw -5858857.401550 + Penalty 2103.780175 = -5856753.621375 nChanged 8 SP:Iteration 21Q (11156.063054 sec): 3 clusters Score: Raw -5858860.755331 + Penalty 2103.780175 = -5856756.975156 nChanged 3 SP:Iteration 22Q (11156.178030 sec): 3 clusters Score: Raw -5858861.284196 + Penalty 2103.780175 = -5856757.504021 nChanged 0 SP:Iteration 23F (11156.296588 sec): 3 clusters Score: Raw -5858861.284196 + Penalty 2103.780175 = -5856757.504021 nChanged 0 Trying to split cluster 15 (5604 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11156.341980 sec): 2 clusters Score: Raw -515474.461323 + Penalty 819.967411 = -514654.493912 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11156.385931 sec): 3 clusters Score: Raw -512339.676279 + Penalty 1639.934822 = -510699.741457 nChanged 2439 SP:Iteration 1F (11156.442250 sec): 3 clusters Score: Raw -513732.613471 + Penalty 1639.934822 = -512092.678649 nChanged 331 SP:Iteration 2F (11156.484746 sec): 3 clusters Score: Raw -513898.361224 + Penalty 1639.934822 = -512258.426402 nChanged 309 SP:Iteration 3F (11156.548800 sec): 3 clusters Score: Raw -514058.716919 + Penalty 1639.934822 = -512418.782096 nChanged 271 SP:Iteration 4Q (11156.602651 sec): 3 clusters Score: Raw -514203.528487 + Penalty 1639.934822 = -512563.593665 nChanged 243 SP:Iteration 5Q (11156.644874 sec): 3 clusters Score: Raw -514340.522532 + Penalty 1639.934822 = -512700.587709 nChanged 227 SP:Iteration 6Q (11156.695270 sec): 3 clusters Score: Raw -514446.717814 + Penalty 1639.934822 = -512806.782992 nChanged 187 SP:Iteration 7Q (11156.749468 sec): 3 clusters Score: Raw -514540.907671 + Penalty 1639.934822 = -512900.972849 nChanged 177 SP:Iteration 8Q (11156.798996 sec): 3 clusters Score: Raw -514630.388036 + Penalty 1639.934822 = -512990.453214 nChanged 170 SP:Iteration 9Q (11156.854206 sec): 3 clusters Score: Raw -514741.601203 + Penalty 1639.934822 = -513101.666381 nChanged 161 SP:Iteration 10Q (11156.908199 sec): 3 clusters Score: Raw -514851.849720 + Penalty 1639.934822 = -513211.914898 nChanged 176 SP:Iteration 11Q (11156.959306 sec): 3 clusters Score: Raw -514979.031906 + Penalty 1639.934822 = -513339.097083 nChanged 153 SP:Iteration 12Q (11157.015907 sec): 3 clusters Score: Raw -515095.903780 + Penalty 1639.934822 = -513455.968958 nChanged 132 SP:Iteration 13Q (11157.081009 sec): 3 clusters Score: Raw -515171.524991 + Penalty 1639.934822 = -513531.590168 nChanged 107 SP:Iteration 14Q (11157.134250 sec): 3 clusters Score: Raw -515228.174330 + Penalty 1639.934822 = -513588.239507 nChanged 95 SP:Iteration 15Q (11157.178683 sec): 3 clusters Score: Raw -515266.208034 + Penalty 1639.934822 = -513626.273212 nChanged 64 SP:Iteration 16Q (11157.238868 sec): 3 clusters Score: Raw -515286.720375 + Penalty 1639.934822 = -513646.785553 nChanged 56 SP:Iteration 17Q (11157.293443 sec): 3 clusters Score: Raw -515305.315295 + Penalty 1639.934822 = -513665.380472 nChanged 51 SP:Iteration 18Q (11157.346285 sec): 3 clusters Score: Raw -515321.216490 + Penalty 1639.934822 = -513681.281667 nChanged 50 SP:Iteration 19Q (11157.389458 sec): 3 clusters Score: Raw -515338.938073 + Penalty 1639.934822 = -513699.003251 nChanged 38 SP:Iteration 20F (11157.442776 sec): 3 clusters Score: Raw -515352.230130 + Penalty 1639.934822 = -513712.295308 nChanged 39 SP:Iteration 21Q (11157.485370 sec): 3 clusters Score: Raw -515361.605497 + Penalty 1639.934822 = -513721.670675 nChanged 27 SP:Iteration 22Q (11157.536490 sec): 3 clusters Score: Raw -515367.453465 + Penalty 1639.934822 = -513727.518643 nChanged 28 SP:Iteration 23Q (11157.589022 sec): 3 clusters Score: Raw -515373.159136 + Penalty 1639.934822 = -513733.224314 nChanged 16 SP:Iteration 24Q (11157.641031 sec): 3 clusters Score: Raw -515376.975027 + Penalty 1639.934822 = -513737.040205 nChanged 21 SP:Iteration 25Q (11157.684163 sec): 3 clusters Score: Raw -515381.295972 + Penalty 1639.934822 = -513741.361150 nChanged 20 SP:Iteration 26Q (11157.735096 sec): 3 clusters Score: Raw -515385.576396 + Penalty 1639.934822 = -513745.641574 nChanged 20 SP:Iteration 27Q (11157.798332 sec): 3 clusters Score: Raw -515390.080303 + Penalty 1639.934822 = -513750.145481 nChanged 21 SP:Iteration 28Q (11157.850209 sec): 3 clusters Score: Raw -515395.699410 + Penalty 1639.934822 = -513755.764588 nChanged 18 SP:Iteration 29Q (11157.905100 sec): 3 clusters Score: Raw -515399.677031 + Penalty 1639.934822 = -513759.742208 nChanged 20 SP:Iteration 30Q (11157.957628 sec): 3 clusters Score: Raw -515404.732639 + Penalty 1639.934822 = -513764.797816 nChanged 11 SP:Iteration 31Q (11158.007135 sec): 3 clusters Score: Raw -515407.720596 + Penalty 1639.934822 = -513767.785774 nChanged 15 SP:Iteration 32Q (11158.046182 sec): 3 clusters Score: Raw -515410.480050 + Penalty 1639.934822 = -513770.545227 nChanged 15 SP:Iteration 33Q (11158.099250 sec): 3 clusters Score: Raw -515412.640325 + Penalty 1639.934822 = -513772.705502 nChanged 8 SP:Iteration 34Q (11158.159138 sec): 3 clusters Score: Raw -515413.600632 + Penalty 1639.934822 = -513773.665810 nChanged 7 SP:Iteration 35Q (11158.198852 sec): 3 clusters Score: Raw -515414.688350 + Penalty 1639.934822 = -513774.753528 nChanged 6 SP:Iteration 36Q (11158.217045 sec): 3 clusters Score: Raw -515415.770591 + Penalty 1639.934822 = -513775.835768 nChanged 10 SP:Iteration 37Q (11158.278012 sec): 3 clusters Score: Raw -515417.400714 + Penalty 1639.934822 = -513777.465892 nChanged 6 SP:Iteration 38Q (11158.325491 sec): 3 clusters Score: Raw -515418.183036 + Penalty 1639.934822 = -513778.248213 nChanged 6 SP:Iteration 39Q (11158.371160 sec): 3 clusters Score: Raw -515419.024577 + Penalty 1639.934822 = -513779.089755 nChanged 6 SP:Iteration 40F (11158.431562 sec): 3 clusters Score: Raw -515420.449062 + Penalty 1639.934822 = -513780.514240 nChanged 12 SP:Iteration 41Q (11158.482239 sec): 3 clusters Score: Raw -515422.701326 + Penalty 1639.934822 = -513782.766503 nChanged 9 SP:Iteration 42Q (11158.535028 sec): 3 clusters Score: Raw -515425.532705 + Penalty 1639.934822 = -513785.597882 nChanged 14 SP:Iteration 43Q (11158.576860 sec): 3 clusters Score: Raw -515429.029127 + Penalty 1639.934822 = -513789.094305 nChanged 15 SP:Iteration 44Q (11158.630593 sec): 3 clusters Score: Raw -515433.218902 + Penalty 1639.934822 = -513793.284080 nChanged 14 SP:Iteration 45Q (11158.695081 sec): 3 clusters Score: Raw -515436.047654 + Penalty 1639.934822 = -513796.112831 nChanged 7 SP:Iteration 46Q (11158.743874 sec): 3 clusters Score: Raw -515437.796388 + Penalty 1639.934822 = -513797.861566 nChanged 9 SP:Iteration 47Q (11158.795849 sec): 3 clusters Score: Raw -515439.415162 + Penalty 1639.934822 = -513799.480339 nChanged 7 SP:Iteration 48Q (11158.847447 sec): 3 clusters Score: Raw -515441.121454 + Penalty 1639.934822 = -513801.186631 nChanged 10 SP:Iteration 49Q (11158.859184 sec): 3 clusters Score: Raw -515443.026372 + Penalty 1639.934822 = -513803.091549 nChanged 10 SP:Iteration 50Q (11158.914272 sec): 3 clusters Score: Raw -515445.386341 + Penalty 1639.934822 = -513805.451519 nChanged 8 SP:Iteration 51Q (11158.960828 sec): 3 clusters Score: Raw -515447.604298 + Penalty 1639.934822 = -513807.669475 nChanged 12 SP:Iteration 52Q (11159.000725 sec): 3 clusters Score: Raw -515450.874266 + Penalty 1639.934822 = -513810.939443 nChanged 9 SP:Iteration 53Q (11159.059811 sec): 3 clusters Score: Raw -515452.863655 + Penalty 1639.934822 = -513812.928832 nChanged 10 SP:Iteration 54Q (11159.096824 sec): 3 clusters Score: Raw -515455.384076 + Penalty 1639.934822 = -513815.449254 nChanged 10 SP:Iteration 55Q (11159.151356 sec): 3 clusters Score: Raw -515457.476420 + Penalty 1639.934822 = -513817.541598 nChanged 7 SP:Iteration 56Q (11159.205351 sec): 3 clusters Score: Raw -515458.501772 + Penalty 1639.934822 = -513818.566949 nChanged 6 SP:Iteration 57Q (11159.260765 sec): 3 clusters Score: Raw -515460.232632 + Penalty 1639.934822 = -513820.297809 nChanged 8 SP:Iteration 58Q (11159.314601 sec): 3 clusters Score: Raw -515461.469769 + Penalty 1639.934822 = -513821.534946 nChanged 4 SP:Iteration 59Q (11159.368527 sec): 3 clusters Score: Raw -515462.152526 + Penalty 1639.934822 = -513822.217704 nChanged 4 SP:Iteration 60F (11159.424032 sec): 3 clusters Score: Raw -515462.836073 + Penalty 1639.934822 = -513822.901251 nChanged 4 SP:Iteration 61Q (11159.488850 sec): 3 clusters Score: Raw -515463.500125 + Penalty 1639.934822 = -513823.565302 nChanged 4 SP:Iteration 62Q (11159.532070 sec): 3 clusters Score: Raw -515464.213823 + Penalty 1639.934822 = -513824.279000 nChanged 4 SP:Iteration 63Q (11159.587940 sec): 3 clusters Score: Raw -515464.813499 + Penalty 1639.934822 = -513824.878677 nChanged 1 SP:Iteration 64Q (11159.631484 sec): 3 clusters Score: Raw -515464.920445 + Penalty 1639.934822 = -513824.985623 nChanged 0 SP:Iteration 65F (11159.685900 sec): 3 clusters Score: Raw -515464.920445 + Penalty 1639.934822 = -513824.985623 nChanged 0 Trying to split cluster 16 (19572 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11159.722941 sec): 2 clusters Score: Raw -1887108.979811 + Penalty 938.776249 = -1886170.203562 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11159.793168 sec): 3 clusters Score: Raw -1875017.637524 + Penalty 1877.552498 = -1873140.085026 nChanged 9071 SP:Iteration 1F (11159.863211 sec): 3 clusters Score: Raw -1880319.715416 + Penalty 1877.552498 = -1878442.162918 nChanged 1100 SP:Iteration 2F (11159.924647 sec): 3 clusters Score: Raw -1880988.630673 + Penalty 1877.552498 = -1879111.078175 nChanged 1255 SP:Iteration 3F (11160.001710 sec): 3 clusters Score: Raw -1881884.683533 + Penalty 1877.552498 = -1880007.131035 nChanged 1341 SP:Iteration 4F (11160.067815 sec): 3 clusters Score: Raw -1882904.445266 + Penalty 1877.552498 = -1881026.892768 nChanged 1361 SP:Iteration 5F (11160.137510 sec): 3 clusters Score: Raw -1884026.986064 + Penalty 1877.552498 = -1882149.433566 nChanged 1251 SP:Iteration 6F (11160.207859 sec): 3 clusters Score: Raw -1884952.810154 + Penalty 1877.552498 = -1883075.257656 nChanged 981 SP:Iteration 7F (11160.286381 sec): 3 clusters Score: Raw -1885484.205058 + Penalty 1877.552498 = -1883606.652560 nChanged 647 SP:Iteration 8Q (11160.348650 sec): 3 clusters Score: Raw -1885714.496682 + Penalty 1877.552498 = -1883836.944184 nChanged 421 SP:Iteration 9Q (11160.415100 sec): 3 clusters Score: Raw -1885831.512166 + Penalty 1877.552498 = -1883953.959668 nChanged 326 SP:Iteration 10Q (11160.485091 sec): 3 clusters Score: Raw -1885915.620028 + Penalty 1877.552498 = -1884038.067530 nChanged 253 SP:Iteration 11Q (11160.559317 sec): 3 clusters Score: Raw -1885970.725433 + Penalty 1877.552498 = -1884093.172935 nChanged 198 SP:Iteration 12Q (11160.607749 sec): 3 clusters Score: Raw -1886004.694969 + Penalty 1877.552498 = -1884127.142471 nChanged 166 SP:Iteration 13Q (11160.671513 sec): 3 clusters Score: Raw -1886027.962109 + Penalty 1877.552498 = -1884150.409611 nChanged 132 SP:Iteration 14Q (11160.737381 sec): 3 clusters Score: Raw -1886047.634632 + Penalty 1877.552498 = -1884170.082134 nChanged 119 SP:Iteration 15Q (11160.803689 sec): 3 clusters Score: Raw -1886061.151422 + Penalty 1877.552498 = -1884183.598924 nChanged 91 SP:Iteration 16Q (11160.866211 sec): 3 clusters Score: Raw -1886072.961113 + Penalty 1877.552498 = -1884195.408615 nChanged 101 SP:Iteration 17Q (11160.928697 sec): 3 clusters Score: Raw -1886088.163094 + Penalty 1877.552498 = -1884210.610596 nChanged 103 SP:Iteration 18Q (11160.996421 sec): 3 clusters Score: Raw -1886101.982130 + Penalty 1877.552498 = -1884224.429632 nChanged 106 SP:Iteration 19Q (11161.060851 sec): 3 clusters Score: Raw -1886115.716465 + Penalty 1877.552498 = -1884238.163967 nChanged 104 SP:Iteration 20F (11161.126457 sec): 3 clusters Score: Raw -1886128.110039 + Penalty 1877.552498 = -1884250.557541 nChanged 87 SP:Iteration 21Q (11161.192084 sec): 3 clusters Score: Raw -1886139.660552 + Penalty 1877.552498 = -1884262.108054 nChanged 87 SP:Iteration 22Q (11161.258514 sec): 3 clusters Score: Raw -1886149.934071 + Penalty 1877.552498 = -1884272.381573 nChanged 88 SP:Iteration 23Q (11161.323954 sec): 3 clusters Score: Raw -1886162.321333 + Penalty 1877.552498 = -1884284.768835 nChanged 95 SP:Iteration 24Q (11161.397051 sec): 3 clusters Score: Raw -1886174.382186 + Penalty 1877.552498 = -1884296.829688 nChanged 80 SP:Iteration 25Q (11161.458782 sec): 3 clusters Score: Raw -1886183.413757 + Penalty 1877.552498 = -1884305.861259 nChanged 77 SP:Iteration 26Q (11161.538093 sec): 3 clusters Score: Raw -1886191.514016 + Penalty 1877.552498 = -1884313.961518 nChanged 61 SP:Iteration 27Q (11161.599397 sec): 3 clusters Score: Raw -1886198.200578 + Penalty 1877.552498 = -1884320.648080 nChanged 66 SP:Iteration 28Q (11161.665788 sec): 3 clusters Score: Raw -1886207.267793 + Penalty 1877.552498 = -1884329.715295 nChanged 75 SP:Iteration 29Q (11161.747012 sec): 3 clusters Score: Raw -1886215.826644 + Penalty 1877.552498 = -1884338.274146 nChanged 68 SP:Iteration 30Q (11161.818219 sec): 3 clusters Score: Raw -1886222.875353 + Penalty 1877.552498 = -1884345.322855 nChanged 69 SP:Iteration 31Q (11161.869178 sec): 3 clusters Score: Raw -1886229.717366 + Penalty 1877.552498 = -1884352.164868 nChanged 66 SP:Iteration 32Q (11161.943028 sec): 3 clusters Score: Raw -1886236.035291 + Penalty 1877.552498 = -1884358.482793 nChanged 59 SP:Iteration 33Q (11162.011837 sec): 3 clusters Score: Raw -1886243.375973 + Penalty 1877.552498 = -1884365.823475 nChanged 64 SP:Iteration 34Q (11162.075790 sec): 3 clusters Score: Raw -1886250.164528 + Penalty 1877.552498 = -1884372.612030 nChanged 67 SP:Iteration 35Q (11162.150936 sec): 3 clusters Score: Raw -1886258.552466 + Penalty 1877.552498 = -1884380.999968 nChanged 73 SP:Iteration 36Q (11162.227672 sec): 3 clusters Score: Raw -1886268.309071 + Penalty 1877.552498 = -1884390.756573 nChanged 66 SP:Iteration 37Q (11162.293336 sec): 3 clusters Score: Raw -1886276.900215 + Penalty 1877.552498 = -1884399.347717 nChanged 78 SP:Iteration 38Q (11162.356421 sec): 3 clusters Score: Raw -1886286.973431 + Penalty 1877.552498 = -1884409.420933 nChanged 78 SP:Iteration 39Q (11162.425947 sec): 3 clusters Score: Raw -1886295.549811 + Penalty 1877.552498 = -1884417.997313 nChanged 68 SP:Iteration 40F (11162.496474 sec): 3 clusters Score: Raw -1886304.247339 + Penalty 1877.552498 = -1884426.694841 nChanged 73 SP:Iteration 41Q (11162.572183 sec): 3 clusters Score: Raw -1886313.716873 + Penalty 1877.552498 = -1884436.164375 nChanged 73 SP:Iteration 42Q (11162.637478 sec): 3 clusters Score: Raw -1886322.490637 + Penalty 1877.552498 = -1884444.938139 nChanged 83 SP:Iteration 43Q (11162.709183 sec): 3 clusters Score: Raw -1886333.295700 + Penalty 1877.552498 = -1884455.743202 nChanged 77 SP:Iteration 44Q (11162.780121 sec): 3 clusters Score: Raw -1886342.414872 + Penalty 1877.552498 = -1884464.862374 nChanged 83 SP:Iteration 45Q (11162.852125 sec): 3 clusters Score: Raw -1886351.303500 + Penalty 1877.552498 = -1884473.751002 nChanged 91 SP:Iteration 46Q (11162.906204 sec): 3 clusters Score: Raw -1886360.941290 + Penalty 1877.552498 = -1884483.388792 nChanged 91 SP:Iteration 47Q (11162.988253 sec): 3 clusters Score: Raw -1886371.469626 + Penalty 1877.552498 = -1884493.917128 nChanged 91 SP:Iteration 48Q (11163.051646 sec): 3 clusters Score: Raw -1886382.360857 + Penalty 1877.552498 = -1884504.808359 nChanged 92 SP:Iteration 49Q (11163.123261 sec): 3 clusters Score: Raw -1886394.032274 + Penalty 1877.552498 = -1884516.479776 nChanged 101 SP:Iteration 50Q (11163.191721 sec): 3 clusters Score: Raw -1886407.653100 + Penalty 1877.552498 = -1884530.100602 nChanged 104 SP:Iteration 51Q (11163.263543 sec): 3 clusters Score: Raw -1886422.959762 + Penalty 1877.552498 = -1884545.407264 nChanged 111 SP:Iteration 52Q (11163.326476 sec): 3 clusters Score: Raw -1886441.095885 + Penalty 1877.552498 = -1884563.543388 nChanged 108 SP:Iteration 53Q (11163.392424 sec): 3 clusters Score: Raw -1886459.901303 + Penalty 1877.552498 = -1884582.348805 nChanged 109 SP:Iteration 54Q (11163.464057 sec): 3 clusters Score: Raw -1886478.502467 + Penalty 1877.552498 = -1884600.949969 nChanged 108 SP:Iteration 55Q (11163.543865 sec): 3 clusters Score: Raw -1886498.140694 + Penalty 1877.552498 = -1884620.588196 nChanged 115 SP:Iteration 56Q (11163.608978 sec): 3 clusters Score: Raw -1886518.122762 + Penalty 1877.552498 = -1884640.570264 nChanged 129 SP:Iteration 57Q (11163.673527 sec): 3 clusters Score: Raw -1886540.837961 + Penalty 1877.552498 = -1884663.285463 nChanged 137 SP:Iteration 58Q (11163.745764 sec): 3 clusters Score: Raw -1886565.149646 + Penalty 1877.552498 = -1884687.597148 nChanged 137 SP:Iteration 59Q (11163.818794 sec): 3 clusters Score: Raw -1886590.112853 + Penalty 1877.552498 = -1884712.560355 nChanged 140 SP:Iteration 60F (11163.890817 sec): 3 clusters Score: Raw -1886614.134984 + Penalty 1877.552498 = -1884736.582486 nChanged 118 SP:Iteration 61Q (11163.944154 sec): 3 clusters Score: Raw -1886633.394438 + Penalty 1877.552498 = -1884755.841940 nChanged 101 SP:Iteration 62Q (11164.016691 sec): 3 clusters Score: Raw -1886649.374218 + Penalty 1877.552498 = -1884771.821720 nChanged 110 SP:Iteration 63Q (11164.091745 sec): 3 clusters Score: Raw -1886664.897469 + Penalty 1877.552498 = -1884787.344971 nChanged 83 SP:Iteration 64Q (11164.157175 sec): 3 clusters Score: Raw -1886677.858286 + Penalty 1877.552498 = -1884800.305788 nChanged 84 SP:Iteration 65Q (11164.235562 sec): 3 clusters Score: Raw -1886691.730889 + Penalty 1877.552498 = -1884814.178391 nChanged 85 SP:Iteration 66Q (11164.290322 sec): 3 clusters Score: Raw -1886706.645145 + Penalty 1877.552498 = -1884829.092647 nChanged 85 SP:Iteration 67Q (11164.356555 sec): 3 clusters Score: Raw -1886720.927445 + Penalty 1877.552498 = -1884843.374947 nChanged 88 SP:Iteration 68Q (11164.419234 sec): 3 clusters Score: Raw -1886737.181395 + Penalty 1877.552498 = -1884859.628897 nChanged 99 SP:Iteration 69Q (11164.490401 sec): 3 clusters Score: Raw -1886757.638649 + Penalty 1877.552498 = -1884880.086151 nChanged 99 SP:Iteration 70Q (11164.551553 sec): 3 clusters Score: Raw -1886778.035519 + Penalty 1877.552498 = -1884900.483021 nChanged 102 SP:Iteration 71Q (11164.623796 sec): 3 clusters Score: Raw -1886795.127167 + Penalty 1877.552498 = -1884917.574669 nChanged 92 SP:Iteration 72Q (11164.682764 sec): 3 clusters Score: Raw -1886810.392914 + Penalty 1877.552498 = -1884932.840416 nChanged 77 SP:Iteration 73Q (11164.758510 sec): 3 clusters Score: Raw -1886824.422760 + Penalty 1877.552498 = -1884946.870262 nChanged 76 SP:Iteration 74Q (11164.831056 sec): 3 clusters Score: Raw -1886836.876773 + Penalty 1877.552498 = -1884959.324275 nChanged 68 SP:Iteration 75Q (11164.903380 sec): 3 clusters Score: Raw -1886846.904436 + Penalty 1877.552498 = -1884969.351938 nChanged 66 SP:Iteration 76Q (11164.975747 sec): 3 clusters Score: Raw -1886857.713652 + Penalty 1877.552498 = -1884980.161154 nChanged 72 SP:Iteration 77Q (11165.040590 sec): 3 clusters Score: Raw -1886869.129303 + Penalty 1877.552498 = -1884991.576805 nChanged 53 SP:Iteration 78Q (11165.070230 sec): 3 clusters Score: Raw -1886877.981322 + Penalty 1877.552498 = -1885000.428824 nChanged 56 SP:Iteration 79Q (11165.103730 sec): 3 clusters Score: Raw -1886889.640902 + Penalty 1877.552498 = -1885012.088404 nChanged 77 SP:Iteration 80F (11165.151366 sec): 3 clusters Score: Raw -1886903.806706 + Penalty 1877.552498 = -1885026.254208 nChanged 66 SP:Iteration 81Q (11165.175287 sec): 3 clusters Score: Raw -1886914.716444 + Penalty 1877.552498 = -1885037.163946 nChanged 48 SP:Iteration 82Q (11165.208992 sec): 3 clusters Score: Raw -1886922.797706 + Penalty 1877.552498 = -1885045.245208 nChanged 54 SP:Iteration 83Q (11165.242887 sec): 3 clusters Score: Raw -1886931.404760 + Penalty 1877.552498 = -1885053.852262 nChanged 54 SP:Iteration 84Q (11165.276633 sec): 3 clusters Score: Raw -1886939.630762 + Penalty 1877.552498 = -1885062.078264 nChanged 46 SP:Iteration 85Q (11165.309816 sec): 3 clusters Score: Raw -1886948.038505 + Penalty 1877.552498 = -1885070.486007 nChanged 52 SP:Iteration 86Q (11165.391615 sec): 3 clusters Score: Raw -1886956.924776 + Penalty 1877.552498 = -1885079.372278 nChanged 44 SP:Iteration 87Q (11165.451317 sec): 3 clusters Score: Raw -1886963.767757 + Penalty 1877.552498 = -1885086.215259 nChanged 47 SP:Iteration 88Q (11165.524873 sec): 3 clusters Score: Raw -1886973.254930 + Penalty 1877.552498 = -1885095.702432 nChanged 49 SP:Iteration 89Q (11165.585333 sec): 3 clusters Score: Raw -1886982.591362 + Penalty 1877.552498 = -1885105.038864 nChanged 62 SP:Iteration 90Q (11165.658361 sec): 3 clusters Score: Raw -1886995.295548 + Penalty 1877.552498 = -1885117.743050 nChanged 61 SP:Iteration 91Q (11165.724366 sec): 3 clusters Score: Raw -1887007.387175 + Penalty 1877.552498 = -1885129.834677 nChanged 57 SP:Iteration 92Q (11165.790095 sec): 3 clusters Score: Raw -1887017.504832 + Penalty 1877.552498 = -1885139.952334 nChanged 53 SP:Iteration 93Q (11165.852105 sec): 3 clusters Score: Raw -1887025.580159 + Penalty 1877.552498 = -1885148.027661 nChanged 39 SP:Iteration 94Q (11165.922943 sec): 3 clusters Score: Raw -1887031.003922 + Penalty 1877.552498 = -1885153.451424 nChanged 34 SP:Iteration 95Q (11165.982808 sec): 3 clusters Score: Raw -1887036.185477 + Penalty 1877.552498 = -1885158.632979 nChanged 47 SP:Iteration 96Q (11166.013388 sec): 3 clusters Score: Raw -1887044.483286 + Penalty 1877.552498 = -1885166.930788 nChanged 44 SP:Iteration 97Q (11166.046686 sec): 3 clusters Score: Raw -1887053.318715 + Penalty 1877.552498 = -1885175.766217 nChanged 51 SP:Iteration 98Q (11166.079934 sec): 3 clusters Score: Raw -1887063.247757 + Penalty 1877.552498 = -1885185.695259 nChanged 43 SP:Iteration 99Q (11166.113110 sec): 3 clusters Score: Raw -1887071.785262 + Penalty 1877.552498 = -1885194.232764 nChanged 37 SP:Iteration 100F (11166.150464 sec): 3 clusters Score: Raw -1887078.055936 + Penalty 1877.552498 = -1885200.503438 nChanged 40 SP:Iteration 101Q (11166.183793 sec): 3 clusters Score: Raw -1887085.707363 + Penalty 1877.552498 = -1885208.154865 nChanged 32 SP:Iteration 102Q (11166.253258 sec): 3 clusters Score: Raw -1887091.662324 + Penalty 1877.552498 = -1885214.109826 nChanged 30 SP:Iteration 103Q (11166.324394 sec): 3 clusters Score: Raw -1887096.469840 + Penalty 1877.552498 = -1885218.917342 nChanged 28 SP:Iteration 104Q (11166.383925 sec): 3 clusters Score: Raw -1887101.902548 + Penalty 1877.552498 = -1885224.350051 nChanged 34 SP:Iteration 105Q (11166.454874 sec): 3 clusters Score: Raw -1887109.160347 + Penalty 1877.552498 = -1885231.607849 nChanged 32 SP:Iteration 106Q (11166.522681 sec): 3 clusters Score: Raw -1887115.763198 + Penalty 1877.552498 = -1885238.210700 nChanged 36 SP:Iteration 107Q (11166.556765 sec): 3 clusters Score: Raw -1887122.455183 + Penalty 1877.552498 = -1885244.902686 nChanged 29 SP:Iteration 108Q (11166.603465 sec): 3 clusters Score: Raw -1887129.036848 + Penalty 1877.552498 = -1885251.484350 nChanged 32 SP:Iteration 109Q (11166.636824 sec): 3 clusters Score: Raw -1887135.080615 + Penalty 1877.552498 = -1885257.528117 nChanged 25 SP:Iteration 110Q (11166.669728 sec): 3 clusters Score: Raw -1887140.424571 + Penalty 1877.552498 = -1885262.872073 nChanged 26 SP:Iteration 111Q (11166.702861 sec): 3 clusters Score: Raw -1887145.517764 + Penalty 1877.552498 = -1885267.965266 nChanged 27 SP:Iteration 112Q (11166.735117 sec): 3 clusters Score: Raw -1887150.118200 + Penalty 1877.552498 = -1885272.565702 nChanged 24 SP:Iteration 113Q (11166.767953 sec): 3 clusters Score: Raw -1887155.920589 + Penalty 1877.552498 = -1885278.368091 nChanged 25 SP:Iteration 114Q (11166.800825 sec): 3 clusters Score: Raw -1887160.633992 + Penalty 1877.552498 = -1885283.081494 nChanged 22 SP:Iteration 115Q (11166.833541 sec): 3 clusters Score: Raw -1887164.204393 + Penalty 1877.552498 = -1885286.651895 nChanged 19 SP:Iteration 116Q (11166.866095 sec): 3 clusters Score: Raw -1887167.181085 + Penalty 1877.552498 = -1885289.628587 nChanged 13 SP:Iteration 117Q (11166.898685 sec): 3 clusters Score: Raw -1887169.996000 + Penalty 1877.552498 = -1885292.443502 nChanged 15 SP:Iteration 118Q (11166.931409 sec): 3 clusters Score: Raw -1887172.820816 + Penalty 1877.552498 = -1885295.268318 nChanged 19 SP:Iteration 119Q (11166.979901 sec): 3 clusters Score: Raw -1887176.330282 + Penalty 1877.552498 = -1885298.777785 nChanged 15 SP:Iteration 120F (11167.061744 sec): 3 clusters Score: Raw -1887179.358839 + Penalty 1877.552498 = -1885301.806341 nChanged 15 SP:Iteration 121Q (11167.130871 sec): 3 clusters Score: Raw -1887181.382169 + Penalty 1877.552498 = -1885303.829671 nChanged 13 SP:Iteration 122Q (11167.200882 sec): 3 clusters Score: Raw -1887183.659848 + Penalty 1877.552498 = -1885306.107350 nChanged 11 SP:Iteration 123Q (11167.262304 sec): 3 clusters Score: Raw -1887185.300653 + Penalty 1877.552498 = -1885307.748155 nChanged 7 SP:Iteration 124Q (11167.337987 sec): 3 clusters Score: Raw -1887186.313798 + Penalty 1877.552498 = -1885308.761300 nChanged 8 SP:Iteration 125Q (11167.397564 sec): 3 clusters Score: Raw -1887187.395500 + Penalty 1877.552498 = -1885309.843002 nChanged 7 SP:Iteration 126Q (11167.466788 sec): 3 clusters Score: Raw -1887188.419314 + Penalty 1877.552498 = -1885310.866816 nChanged 5 SP:Iteration 127Q (11167.535157 sec): 3 clusters Score: Raw -1887188.992293 + Penalty 1877.552498 = -1885311.439795 nChanged 8 SP:Iteration 128Q (11167.604615 sec): 3 clusters Score: Raw -1887190.725065 + Penalty 1877.552498 = -1885313.172567 nChanged 12 SP:Iteration 129Q (11167.681532 sec): 3 clusters Score: Raw -1887193.061353 + Penalty 1877.552498 = -1885315.508855 nChanged 11 SP:Iteration 130Q (11167.738457 sec): 3 clusters Score: Raw -1887194.960802 + Penalty 1877.552498 = -1885317.408304 nChanged 8 SP:Iteration 131Q (11167.799617 sec): 3 clusters Score: Raw -1887196.481558 + Penalty 1877.552498 = -1885318.929060 nChanged 9 SP:Iteration 132Q (11167.861240 sec): 3 clusters Score: Raw -1887198.410098 + Penalty 1877.552498 = -1885320.857600 nChanged 9 SP:Iteration 133Q (11167.922820 sec): 3 clusters Score: Raw -1887200.154705 + Penalty 1877.552498 = -1885322.602207 nChanged 6 SP:Iteration 134Q (11167.988672 sec): 3 clusters Score: Raw -1887202.580944 + Penalty 1877.552498 = -1885325.028446 nChanged 15 SP:Iteration 135Q (11168.046615 sec): 3 clusters Score: Raw -1887206.477349 + Penalty 1877.552498 = -1885328.924851 nChanged 12 SP:Iteration 136Q (11168.114544 sec): 3 clusters Score: Raw -1887209.539384 + Penalty 1877.552498 = -1885331.986887 nChanged 15 SP:Iteration 137Q (11168.183655 sec): 3 clusters Score: Raw -1887212.430683 + Penalty 1877.552498 = -1885334.878185 nChanged 13 SP:Iteration 138Q (11168.262706 sec): 3 clusters Score: Raw -1887214.943470 + Penalty 1877.552498 = -1885337.390972 nChanged 12 SP:Iteration 139Q (11168.337995 sec): 3 clusters Score: Raw -1887217.769178 + Penalty 1877.552498 = -1885340.216680 nChanged 10 SP:Iteration 140F (11168.401691 sec): 3 clusters Score: Raw -1887219.949151 + Penalty 1877.552498 = -1885342.396653 nChanged 14 SP:Iteration 141Q (11168.455735 sec): 3 clusters Score: Raw -1887223.444302 + Penalty 1877.552498 = -1885345.891804 nChanged 15 SP:Iteration 142Q (11168.523707 sec): 3 clusters Score: Raw -1887226.382830 + Penalty 1877.552498 = -1885348.830332 nChanged 6 SP:Iteration 143Q (11168.589642 sec): 3 clusters Score: Raw -1887227.005541 + Penalty 1877.552498 = -1885349.453043 nChanged 2 SP:Iteration 144Q (11168.656609 sec): 3 clusters Score: Raw -1887227.281549 + Penalty 1877.552498 = -1885349.729051 nChanged 4 SP:Iteration 145Q (11168.723001 sec): 3 clusters Score: Raw -1887227.730791 + Penalty 1877.552498 = -1885350.178293 nChanged 4 SP:Iteration 146Q (11168.789616 sec): 3 clusters Score: Raw -1887228.407640 + Penalty 1877.552498 = -1885350.855142 nChanged 8 SP:Iteration 147Q (11168.855728 sec): 3 clusters Score: Raw -1887229.651914 + Penalty 1877.552498 = -1885352.099416 nChanged 10 SP:Iteration 148Q (11168.922211 sec): 3 clusters Score: Raw -1887231.208339 + Penalty 1877.552498 = -1885353.655841 nChanged 10 SP:Iteration 149Q (11168.988319 sec): 3 clusters Score: Raw -1887233.668513 + Penalty 1877.552498 = -1885356.116015 nChanged 9 SP:Iteration 150Q (11169.066366 sec): 3 clusters Score: Raw -1887235.517260 + Penalty 1877.552498 = -1885357.964762 nChanged 11 SP:Iteration 151Q (11169.124492 sec): 3 clusters Score: Raw -1887237.582216 + Penalty 1877.552498 = -1885360.029718 nChanged 13 SP:Iteration 152Q (11169.191501 sec): 3 clusters Score: Raw -1887241.757740 + Penalty 1877.552498 = -1885364.205242 nChanged 18 SP:Iteration 153Q (11169.258973 sec): 3 clusters Score: Raw -1887247.447897 + Penalty 1877.552498 = -1885369.895399 nChanged 26 SP:Iteration 154Q (11169.326031 sec): 3 clusters Score: Raw -1887254.876622 + Penalty 1877.552498 = -1885377.324124 nChanged 22 SP:Iteration 155Q (11169.387124 sec): 3 clusters Score: Raw -1887259.518101 + Penalty 1877.552498 = -1885381.965603 nChanged 20 SP:Iteration 156Q (11169.454114 sec): 3 clusters Score: Raw -1887264.685642 + Penalty 1877.552498 = -1885387.133144 nChanged 11 SP:Iteration 157Q (11169.517514 sec): 3 clusters Score: Raw -1887267.709836 + Penalty 1877.552498 = -1885390.157338 nChanged 11 SP:Iteration 158Q (11169.578311 sec): 3 clusters Score: Raw -1887272.336239 + Penalty 1877.552498 = -1885394.783741 nChanged 14 SP:Iteration 159Q (11169.646077 sec): 3 clusters Score: Raw -1887277.361097 + Penalty 1877.552498 = -1885399.808599 nChanged 16 SP:Iteration 160F (11169.718107 sec): 3 clusters Score: Raw -1887282.982219 + Penalty 1877.552498 = -1885405.429721 nChanged 13 SP:Iteration 161Q (11169.784770 sec): 3 clusters Score: Raw -1887286.509661 + Penalty 1877.552498 = -1885408.957163 nChanged 8 SP:Iteration 162Q (11169.851490 sec): 3 clusters Score: Raw -1887289.169111 + Penalty 1877.552498 = -1885411.616613 nChanged 6 SP:Iteration 163Q (11169.921005 sec): 3 clusters Score: Raw -1887291.153034 + Penalty 1877.552498 = -1885413.600536 nChanged 5 SP:Iteration 164Q (11169.989913 sec): 3 clusters Score: Raw -1887292.381250 + Penalty 1877.552498 = -1885414.828752 nChanged 4 SP:Iteration 165Q (11170.054623 sec): 3 clusters Score: Raw -1887293.180828 + Penalty 1877.552498 = -1885415.628330 nChanged 4 SP:Iteration 166Q (11170.124095 sec): 3 clusters Score: Raw -1887294.362141 + Penalty 1877.552498 = -1885416.809643 nChanged 5 SP:Iteration 167Q (11170.195402 sec): 3 clusters Score: Raw -1887295.299662 + Penalty 1877.552498 = -1885417.747164 nChanged 5 SP:Iteration 168Q (11170.255324 sec): 3 clusters Score: Raw -1887296.590372 + Penalty 1877.552498 = -1885419.037874 nChanged 4 SP:Iteration 169Q (11170.327748 sec): 3 clusters Score: Raw -1887297.763460 + Penalty 1877.552498 = -1885420.210962 nChanged 4 SP:Iteration 170Q (11170.395976 sec): 3 clusters Score: Raw -1887298.602752 + Penalty 1877.552498 = -1885421.050255 nChanged 6 SP:Iteration 171Q (11170.464769 sec): 3 clusters Score: Raw -1887300.400222 + Penalty 1877.552498 = -1885422.847724 nChanged 4 SP:Iteration 172Q (11170.523675 sec): 3 clusters Score: Raw -1887301.372504 + Penalty 1877.552498 = -1885423.820006 nChanged 2 SP:Iteration 173Q (11170.599548 sec): 3 clusters Score: Raw -1887301.880234 + Penalty 1877.552498 = -1885424.327736 nChanged 4 SP:Iteration 174Q (11170.657453 sec): 3 clusters Score: Raw -1887302.937115 + Penalty 1877.552498 = -1885425.384617 nChanged 2 SP:Iteration 175Q (11170.734846 sec): 3 clusters Score: Raw -1887303.166048 + Penalty 1877.552498 = -1885425.613550 nChanged 3 SP:Iteration 176Q (11170.803418 sec): 3 clusters Score: Raw -1887303.404466 + Penalty 1877.552498 = -1885425.851968 nChanged 1 SP:Iteration 177Q (11170.865282 sec): 3 clusters Score: Raw -1887303.595022 + Penalty 1877.552498 = -1885426.042524 nChanged 0 SP:Iteration 178F (11170.934815 sec): 3 clusters Score: Raw -1887303.595022 + Penalty 1877.552498 = -1885426.042524 nChanged 0 Trying to split cluster 17 (1913 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11170.964952 sec): 2 clusters Score: Raw -174422.489458 + Penalty 717.860657 = -173704.628800 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11171.000700 sec): 3 clusters Score: Raw -173534.283895 + Penalty 1435.721314 = -172098.562581 nChanged 708 SP:Iteration 1F (11171.055799 sec): 3 clusters Score: Raw -173975.271112 + Penalty 1435.721314 = -172539.549797 nChanged 138 SP:Iteration 2F (11171.105840 sec): 3 clusters Score: Raw -174091.373583 + Penalty 1435.721314 = -172655.652269 nChanged 130 SP:Iteration 3F (11171.144093 sec): 3 clusters Score: Raw -174192.128914 + Penalty 1435.721314 = -172756.407600 nChanged 91 SP:Iteration 4Q (11171.194441 sec): 3 clusters Score: Raw -174255.929931 + Penalty 1435.721314 = -172820.208617 nChanged 93 SP:Iteration 5Q (11171.244476 sec): 3 clusters Score: Raw -174327.921166 + Penalty 1435.721314 = -172892.199852 nChanged 84 SP:Iteration 6Q (11171.294091 sec): 3 clusters Score: Raw -174408.527203 + Penalty 1435.721314 = -172972.805888 nChanged 73 SP:Iteration 7Q (11171.344453 sec): 3 clusters Score: Raw -174463.155577 + Penalty 1435.721314 = -173027.434263 nChanged 50 SP:Iteration 8Q (11171.397058 sec): 3 clusters Score: Raw -174506.107830 + Penalty 1435.721314 = -173070.386516 nChanged 42 SP:Iteration 9Q (11171.439974 sec): 3 clusters Score: Raw -174541.292838 + Penalty 1435.721314 = -173105.571523 nChanged 34 SP:Iteration 10Q (11171.489876 sec): 3 clusters Score: Raw -174565.943966 + Penalty 1435.721314 = -173130.222652 nChanged 23 SP:Iteration 11Q (11171.535220 sec): 3 clusters Score: Raw -174579.842083 + Penalty 1435.721314 = -173144.120769 nChanged 18 SP:Iteration 12Q (11171.574739 sec): 3 clusters Score: Raw -174592.510075 + Penalty 1435.721314 = -173156.788760 nChanged 15 SP:Iteration 13Q (11171.622913 sec): 3 clusters Score: Raw -174606.117059 + Penalty 1435.721314 = -173170.395744 nChanged 13 SP:Iteration 14Q (11171.673586 sec): 3 clusters Score: Raw -174612.912583 + Penalty 1435.721314 = -173177.191269 nChanged 5 SP:Iteration 15Q (11171.723582 sec): 3 clusters Score: Raw -174615.236259 + Penalty 1435.721314 = -173179.514945 nChanged 1 SP:Iteration 16Q (11171.754155 sec): 3 clusters Score: Raw -174616.232084 + Penalty 1435.721314 = -173180.510770 nChanged 3 SP:Iteration 17Q (11171.798522 sec): 3 clusters Score: Raw -174618.613592 + Penalty 1435.721314 = -173182.892278 nChanged 2 SP:Iteration 18Q (11171.847191 sec): 3 clusters Score: Raw -174619.709296 + Penalty 1435.721314 = -173183.987982 nChanged 2 SP:Iteration 19Q (11171.903502 sec): 3 clusters Score: Raw -174621.648483 + Penalty 1435.721314 = -173185.927169 nChanged 5 SP:Iteration 20F (11171.953312 sec): 3 clusters Score: Raw -174624.192695 + Penalty 1435.721314 = -173188.471381 nChanged 7 SP:Iteration 21Q (11172.001378 sec): 3 clusters Score: Raw -174629.598103 + Penalty 1435.721314 = -173193.876789 nChanged 7 SP:Iteration 22Q (11172.049382 sec): 3 clusters Score: Raw -174637.839277 + Penalty 1435.721314 = -173202.117963 nChanged 8 SP:Iteration 23Q (11172.086556 sec): 3 clusters Score: Raw -174645.796572 + Penalty 1435.721314 = -173210.075258 nChanged 7 SP:Iteration 24Q (11172.131586 sec): 3 clusters Score: Raw -174652.619780 + Penalty 1435.721314 = -173216.898466 nChanged 5 SP:Iteration 25Q (11172.172270 sec): 3 clusters Score: Raw -174659.419547 + Penalty 1435.721314 = -173223.698233 nChanged 9 SP:Iteration 26Q (11172.218501 sec): 3 clusters Score: Raw -174666.058018 + Penalty 1435.721314 = -173230.336704 nChanged 7 SP:Iteration 27Q (11172.270192 sec): 3 clusters Score: Raw -174670.395131 + Penalty 1435.721314 = -173234.673817 nChanged 7 SP:Iteration 28Q (11172.315066 sec): 3 clusters Score: Raw -174675.603042 + Penalty 1435.721314 = -173239.881728 nChanged 8 SP:Iteration 29Q (11172.351710 sec): 3 clusters Score: Raw -174684.205965 + Penalty 1435.721314 = -173248.484651 nChanged 10 SP:Iteration 30Q (11172.401278 sec): 3 clusters Score: Raw -174692.485751 + Penalty 1435.721314 = -173256.764437 nChanged 5 SP:Iteration 31Q (11172.439670 sec): 3 clusters Score: Raw -174697.107554 + Penalty 1435.721314 = -173261.386240 nChanged 4 SP:Iteration 32Q (11172.490428 sec): 3 clusters Score: Raw -174701.978604 + Penalty 1435.721314 = -173266.257290 nChanged 6 SP:Iteration 33Q (11172.531675 sec): 3 clusters Score: Raw -174706.724677 + Penalty 1435.721314 = -173271.003363 nChanged 4 SP:Iteration 34Q (11172.578162 sec): 3 clusters Score: Raw -174712.910793 + Penalty 1435.721314 = -173277.189479 nChanged 3 SP:Iteration 35Q (11172.614506 sec): 3 clusters Score: Raw -174714.394667 + Penalty 1435.721314 = -173278.673353 nChanged 3 SP:Iteration 36Q (11172.650258 sec): 3 clusters Score: Raw -174717.166380 + Penalty 1435.721314 = -173281.445066 nChanged 4 SP:Iteration 37Q (11172.683042 sec): 3 clusters Score: Raw -174719.889717 + Penalty 1435.721314 = -173284.168403 nChanged 2 SP:Iteration 38Q (11172.714157 sec): 3 clusters Score: Raw -174720.896834 + Penalty 1435.721314 = -173285.175519 nChanged 1 SP:Iteration 39Q (11172.747001 sec): 3 clusters Score: Raw -174721.286364 + Penalty 1435.721314 = -173285.565050 nChanged 2 SP:Iteration 40F (11172.780135 sec): 3 clusters Score: Raw -174722.573743 + Penalty 1435.721314 = -173286.852429 nChanged 3 SP:Iteration 41Q (11172.827082 sec): 3 clusters Score: Raw -174725.257781 + Penalty 1435.721314 = -173289.536467 nChanged 1 SP:Iteration 42Q (11172.874299 sec): 3 clusters Score: Raw -174725.548516 + Penalty 1435.721314 = -173289.827202 nChanged 1 SP:Iteration 43Q (11172.908583 sec): 3 clusters Score: Raw -174726.425545 + Penalty 1435.721314 = -173290.704231 nChanged 1 SP:Iteration 44Q (11172.956102 sec): 3 clusters Score: Raw -174728.538941 + Penalty 1435.721314 = -173292.817627 nChanged 1 SP:Iteration 45Q (11173.005047 sec): 3 clusters Score: Raw -174729.423289 + Penalty 1435.721314 = -173293.701975 nChanged 2 SP:Iteration 46Q (11173.052129 sec): 3 clusters Score: Raw -174730.563793 + Penalty 1435.721314 = -173294.842479 nChanged 0 SP:Iteration 47F (11173.105752 sec): 3 clusters Score: Raw -174730.563793 + Penalty 1435.721314 = -173294.842479 nChanged 0 Trying to split cluster 18 (44411 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11173.182381 sec): 2 clusters Score: Raw -4071556.055097 + Penalty 1016.618034 = -4070539.437063 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11173.277988 sec): 3 clusters Score: Raw -4043037.929514 + Penalty 2033.236068 = -4041004.693446 nChanged 21056 SP:Iteration 1F (11173.389867 sec): 3 clusters Score: Raw -4055632.961892 + Penalty 2033.236068 = -4053599.725824 nChanged 2300 SP:Iteration 2F (11173.478463 sec): 3 clusters Score: Raw -4056672.843285 + Penalty 2033.236068 = -4054639.607217 nChanged 2708 SP:Iteration 3F (11173.576186 sec): 3 clusters Score: Raw -4058152.400900 + Penalty 2033.236068 = -4056119.164832 nChanged 3057 SP:Iteration 4F (11173.679883 sec): 3 clusters Score: Raw -4060206.757462 + Penalty 2033.236068 = -4058173.521393 nChanged 3262 SP:Iteration 5F (11173.783454 sec): 3 clusters Score: Raw -4062858.263730 + Penalty 2033.236068 = -4060825.027662 nChanged 2983 SP:Iteration 6F (11173.872032 sec): 3 clusters Score: Raw -4065660.047822 + Penalty 2033.236068 = -4063626.811754 nChanged 2483 SP:Iteration 7F (11173.976688 sec): 3 clusters Score: Raw -4067908.396088 + Penalty 2033.236068 = -4065875.160019 nChanged 1582 SP:Iteration 8Q (11174.086850 sec): 3 clusters Score: Raw -4068901.341468 + Penalty 2033.236068 = -4066868.105399 nChanged 856 SP:Iteration 9Q (11174.182147 sec): 3 clusters Score: Raw -4069373.414230 + Penalty 2033.236068 = -4067340.178161 nChanged 666 SP:Iteration 10Q (11174.289636 sec): 3 clusters Score: Raw -4069717.681650 + Penalty 2033.236068 = -4067684.445582 nChanged 627 SP:Iteration 11Q (11174.389852 sec): 3 clusters Score: Raw -4070011.557307 + Penalty 2033.236068 = -4067978.321239 nChanged 563 SP:Iteration 12Q (11174.482094 sec): 3 clusters Score: Raw -4070256.313599 + Penalty 2033.236068 = -4068223.077531 nChanged 498 SP:Iteration 13Q (11174.590709 sec): 3 clusters Score: Raw -4070456.757795 + Penalty 2033.236068 = -4068423.521727 nChanged 445 SP:Iteration 14Q (11174.688381 sec): 3 clusters Score: Raw -4070614.752115 + Penalty 2033.236068 = -4068581.516047 nChanged 391 SP:Iteration 15Q (11174.786120 sec): 3 clusters Score: Raw -4070734.542437 + Penalty 2033.236068 = -4068701.306369 nChanged 331 SP:Iteration 16Q (11174.879123 sec): 3 clusters Score: Raw -4070825.833898 + Penalty 2033.236068 = -4068792.597829 nChanged 276 SP:Iteration 17Q (11174.962675 sec): 3 clusters Score: Raw -4070895.640452 + Penalty 2033.236068 = -4068862.404383 nChanged 249 SP:Iteration 18Q (11175.043556 sec): 3 clusters Score: Raw -4070947.182221 + Penalty 2033.236068 = -4068913.946152 nChanged 197 SP:Iteration 19Q (11175.137833 sec): 3 clusters Score: Raw -4070984.718321 + Penalty 2033.236068 = -4068951.482253 nChanged 189 SP:Iteration 20F (11175.236558 sec): 3 clusters Score: Raw -4071020.636109 + Penalty 2033.236068 = -4068987.400041 nChanged 203 SP:Iteration 21Q (11175.338212 sec): 3 clusters Score: Raw -4071056.491967 + Penalty 2033.236068 = -4069023.255899 nChanged 185 SP:Iteration 22Q (11175.433451 sec): 3 clusters Score: Raw -4071088.775159 + Penalty 2033.236068 = -4069055.539091 nChanged 181 SP:Iteration 23Q (11175.535240 sec): 3 clusters Score: Raw -4071118.830165 + Penalty 2033.236068 = -4069085.594096 nChanged 187 SP:Iteration 24Q (11175.628835 sec): 3 clusters Score: Raw -4071150.486544 + Penalty 2033.236068 = -4069117.250476 nChanged 193 SP:Iteration 25Q (11175.722335 sec): 3 clusters Score: Raw -4071184.205460 + Penalty 2033.236068 = -4069150.969392 nChanged 181 SP:Iteration 26Q (11175.797569 sec): 3 clusters Score: Raw -4071214.261219 + Penalty 2033.236068 = -4069181.025150 nChanged 158 SP:Iteration 27Q (11175.891065 sec): 3 clusters Score: Raw -4071241.390004 + Penalty 2033.236068 = -4069208.153936 nChanged 180 SP:Iteration 28Q (11175.976724 sec): 3 clusters Score: Raw -4071275.642047 + Penalty 2033.236068 = -4069242.405979 nChanged 189 SP:Iteration 29Q (11176.054116 sec): 3 clusters Score: Raw -4071313.097769 + Penalty 2033.236068 = -4069279.861700 nChanged 181 SP:Iteration 30Q (11176.147688 sec): 3 clusters Score: Raw -4071348.223569 + Penalty 2033.236068 = -4069314.987500 nChanged 183 SP:Iteration 31Q (11176.230442 sec): 3 clusters Score: Raw -4071385.912054 + Penalty 2033.236068 = -4069352.675986 nChanged 184 SP:Iteration 32Q (11176.307997 sec): 3 clusters Score: Raw -4071426.276459 + Penalty 2033.236068 = -4069393.040391 nChanged 170 SP:Iteration 33Q (11176.399627 sec): 3 clusters Score: Raw -4071459.494971 + Penalty 2033.236068 = -4069426.258902 nChanged 169 SP:Iteration 34Q (11176.487768 sec): 3 clusters Score: Raw -4071492.695515 + Penalty 2033.236068 = -4069459.459446 nChanged 150 SP:Iteration 35Q (11176.580838 sec): 3 clusters Score: Raw -4071519.705616 + Penalty 2033.236068 = -4069486.469547 nChanged 138 SP:Iteration 36Q (11176.668429 sec): 3 clusters Score: Raw -4071545.813213 + Penalty 2033.236068 = -4069512.577145 nChanged 128 SP:Iteration 37Q (11176.762162 sec): 3 clusters Score: Raw -4071569.354606 + Penalty 2033.236068 = -4069536.118538 nChanged 121 SP:Iteration 38Q (11176.857305 sec): 3 clusters Score: Raw -4071593.345967 + Penalty 2033.236068 = -4069560.109898 nChanged 115 SP:Iteration 39Q (11176.943119 sec): 3 clusters Score: Raw -4071615.089414 + Penalty 2033.236068 = -4069581.853346 nChanged 108 SP:Iteration 40F (11177.039691 sec): 3 clusters Score: Raw -4071637.659831 + Penalty 2033.236068 = -4069604.423763 nChanged 123 SP:Iteration 41Q (11177.146357 sec): 3 clusters Score: Raw -4071662.185463 + Penalty 2033.236068 = -4069628.949395 nChanged 123 SP:Iteration 42Q (11177.242495 sec): 3 clusters Score: Raw -4071686.181246 + Penalty 2033.236068 = -4069652.945177 nChanged 122 SP:Iteration 43Q (11177.339948 sec): 3 clusters Score: Raw -4071710.091606 + Penalty 2033.236068 = -4069676.855537 nChanged 121 SP:Iteration 44Q (11177.421984 sec): 3 clusters Score: Raw -4071737.317243 + Penalty 2033.236068 = -4069704.081175 nChanged 107 SP:Iteration 45Q (11177.521376 sec): 3 clusters Score: Raw -4071760.567875 + Penalty 2033.236068 = -4069727.331806 nChanged 104 SP:Iteration 46Q (11177.617162 sec): 3 clusters Score: Raw -4071781.458780 + Penalty 2033.236068 = -4069748.222711 nChanged 96 SP:Iteration 47Q (11177.712729 sec): 3 clusters Score: Raw -4071799.347377 + Penalty 2033.236068 = -4069766.111309 nChanged 89 SP:Iteration 48Q (11177.808876 sec): 3 clusters Score: Raw -4071815.737530 + Penalty 2033.236068 = -4069782.501462 nChanged 81 SP:Iteration 49Q (11177.902644 sec): 3 clusters Score: Raw -4071828.358298 + Penalty 2033.236068 = -4069795.122230 nChanged 72 SP:Iteration 50Q (11177.998093 sec): 3 clusters Score: Raw -4071839.437863 + Penalty 2033.236068 = -4069806.201794 nChanged 61 SP:Iteration 51Q (11178.080364 sec): 3 clusters Score: Raw -4071849.064047 + Penalty 2033.236068 = -4069815.827979 nChanged 69 SP:Iteration 52Q (11178.180186 sec): 3 clusters Score: Raw -4071859.949671 + Penalty 2033.236068 = -4069826.713603 nChanged 66 SP:Iteration 53Q (11178.273582 sec): 3 clusters Score: Raw -4071868.668662 + Penalty 2033.236068 = -4069835.432594 nChanged 49 SP:Iteration 54Q (11178.356656 sec): 3 clusters Score: Raw -4071874.226217 + Penalty 2033.236068 = -4069840.990149 nChanged 47 SP:Iteration 55Q (11178.448248 sec): 3 clusters Score: Raw -4071879.340208 + Penalty 2033.236068 = -4069846.104140 nChanged 34 SP:Iteration 56Q (11178.539763 sec): 3 clusters Score: Raw -4071882.894124 + Penalty 2033.236068 = -4069849.658055 nChanged 35 SP:Iteration 57Q (11178.640640 sec): 3 clusters Score: Raw -4071887.416812 + Penalty 2033.236068 = -4069854.180743 nChanged 35 SP:Iteration 58Q (11178.741451 sec): 3 clusters Score: Raw -4071892.485914 + Penalty 2033.236068 = -4069859.249846 nChanged 42 SP:Iteration 59Q (11178.825096 sec): 3 clusters Score: Raw -4071897.334045 + Penalty 2033.236068 = -4069864.097976 nChanged 32 SP:Iteration 60F (11178.939415 sec): 3 clusters Score: Raw -4071900.692446 + Penalty 2033.236068 = -4069867.456378 nChanged 33 SP:Iteration 61Q (11179.023622 sec): 3 clusters Score: Raw -4071904.621680 + Penalty 2033.236068 = -4069871.385612 nChanged 32 SP:Iteration 62Q (11179.130927 sec): 3 clusters Score: Raw -4071908.649357 + Penalty 2033.236068 = -4069875.413289 nChanged 37 SP:Iteration 63Q (11179.226706 sec): 3 clusters Score: Raw -4071912.077369 + Penalty 2033.236068 = -4069878.841300 nChanged 21 SP:Iteration 64Q (11179.322711 sec): 3 clusters Score: Raw -4071913.993900 + Penalty 2033.236068 = -4069880.757831 nChanged 20 SP:Iteration 65Q (11179.405981 sec): 3 clusters Score: Raw -4071915.919385 + Penalty 2033.236068 = -4069882.683317 nChanged 21 SP:Iteration 66Q (11179.503686 sec): 3 clusters Score: Raw -4071918.135673 + Penalty 2033.236068 = -4069884.899604 nChanged 20 SP:Iteration 67Q (11179.604395 sec): 3 clusters Score: Raw -4071920.334133 + Penalty 2033.236068 = -4069887.098065 nChanged 20 SP:Iteration 68Q (11179.698900 sec): 3 clusters Score: Raw -4071922.165153 + Penalty 2033.236068 = -4069888.929085 nChanged 16 SP:Iteration 69Q (11179.793710 sec): 3 clusters Score: Raw -4071923.998997 + Penalty 2033.236068 = -4069890.762928 nChanged 18 SP:Iteration 70Q (11179.870142 sec): 3 clusters Score: Raw -4071925.261898 + Penalty 2033.236068 = -4069892.025829 nChanged 14 SP:Iteration 71Q (11179.966566 sec): 3 clusters Score: Raw -4071926.640031 + Penalty 2033.236068 = -4069893.403963 nChanged 10 SP:Iteration 72Q (11180.061329 sec): 3 clusters Score: Raw -4071927.867438 + Penalty 2033.236068 = -4069894.631369 nChanged 11 SP:Iteration 73Q (11180.155543 sec): 3 clusters Score: Raw -4071928.640306 + Penalty 2033.236068 = -4069895.404237 nChanged 11 SP:Iteration 74Q (11180.251459 sec): 3 clusters Score: Raw -4071929.436027 + Penalty 2033.236068 = -4069896.199958 nChanged 3 SP:Iteration 75Q (11180.345051 sec): 3 clusters Score: Raw -4071929.495279 + Penalty 2033.236068 = -4069896.259211 nChanged 1 SP:Iteration 76Q (11180.439214 sec): 3 clusters Score: Raw -4071929.518153 + Penalty 2033.236068 = -4069896.282084 nChanged 0 SP:Iteration 77F (11180.541934 sec): 3 clusters Score: Raw -4071929.518153 + Penalty 2033.236068 = -4069896.282084 nChanged 0 Trying to split cluster 19 (2684 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11180.573679 sec): 2 clusters Score: Raw -234411.842479 + Penalty 750.031032 = -233661.811447 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11180.620309 sec): 3 clusters Score: Raw -233058.516112 + Penalty 1500.062065 = -231558.454047 nChanged 1062 SP:Iteration 1F (11180.653168 sec): 3 clusters Score: Raw -233607.230955 + Penalty 1500.062065 = -232107.168890 nChanged 195 SP:Iteration 2F (11180.688303 sec): 3 clusters Score: Raw -233709.761488 + Penalty 1500.062065 = -232209.699423 nChanged 150 SP:Iteration 3F (11180.698812 sec): 3 clusters Score: Raw -233793.607737 + Penalty 1500.062065 = -232293.545672 nChanged 118 SP:Iteration 4Q (11180.708833 sec): 3 clusters Score: Raw -233867.865226 + Penalty 1500.062065 = -232367.803161 nChanged 130 SP:Iteration 5Q (11180.718884 sec): 3 clusters Score: Raw -233965.788510 + Penalty 1500.062065 = -232465.726445 nChanged 119 SP:Iteration 6Q (11180.728889 sec): 3 clusters Score: Raw -234063.177943 + Penalty 1500.062065 = -232563.115878 nChanged 139 SP:Iteration 7F (11180.738963 sec): 3 clusters Score: Raw -234185.123206 + Penalty 1500.062065 = -232685.061141 nChanged 133 SP:Iteration 8Q (11180.749032 sec): 3 clusters Score: Raw -234384.915258 + Penalty 1500.062065 = -232884.853193 nChanged 155 SP:Iteration 9F (11180.759104 sec): 3 clusters Score: Raw -234653.789276 + Penalty 1500.062065 = -233153.727211 nChanged 151 SP:Iteration 10F (11180.769191 sec): 3 clusters Score: Raw -234864.488737 + Penalty 1500.062065 = -233364.426672 nChanged 119 SP:Iteration 11Q (11180.779028 sec): 3 clusters Score: Raw -234968.912146 + Penalty 1500.062065 = -233468.850081 nChanged 92 SP:Iteration 12Q (11180.788749 sec): 3 clusters Score: Raw -235027.040722 + Penalty 1500.062065 = -233526.978657 nChanged 68 SP:Iteration 13Q (11180.798546 sec): 3 clusters Score: Raw -235061.007215 + Penalty 1500.062065 = -233560.945150 nChanged 47 SP:Iteration 14Q (11180.808353 sec): 3 clusters Score: Raw -235081.165997 + Penalty 1500.062065 = -233581.103932 nChanged 41 SP:Iteration 15Q (11180.818378 sec): 3 clusters Score: Raw -235098.328655 + Penalty 1500.062065 = -233598.266590 nChanged 30 SP:Iteration 16Q (11180.828479 sec): 3 clusters Score: Raw -235113.792695 + Penalty 1500.062065 = -233613.730630 nChanged 33 SP:Iteration 17Q (11180.838347 sec): 3 clusters Score: Raw -235131.774422 + Penalty 1500.062065 = -233631.712358 nChanged 23 SP:Iteration 18Q (11180.848136 sec): 3 clusters Score: Raw -235141.827924 + Penalty 1500.062065 = -233641.765860 nChanged 21 SP:Iteration 19Q (11180.857914 sec): 3 clusters Score: Raw -235150.546503 + Penalty 1500.062065 = -233650.484439 nChanged 22 SP:Iteration 20F (11180.867960 sec): 3 clusters Score: Raw -235160.012967 + Penalty 1500.062065 = -233659.950902 nChanged 20 SP:Iteration 21Q (11180.877651 sec): 3 clusters Score: Raw -235169.652630 + Penalty 1500.062065 = -233669.590566 nChanged 23 SP:Iteration 22Q (11180.887455 sec): 3 clusters Score: Raw -235179.086095 + Penalty 1500.062065 = -233679.024030 nChanged 18 SP:Iteration 23Q (11180.897232 sec): 3 clusters Score: Raw -235190.600339 + Penalty 1500.062065 = -233690.538274 nChanged 15 SP:Iteration 24Q (11180.907165 sec): 3 clusters Score: Raw -235196.354066 + Penalty 1500.062065 = -233696.292002 nChanged 8 SP:Iteration 25Q (11180.940683 sec): 3 clusters Score: Raw -235198.726290 + Penalty 1500.062065 = -233698.664225 nChanged 4 SP:Iteration 26Q (11180.950701 sec): 3 clusters Score: Raw -235200.327984 + Penalty 1500.062065 = -233700.265919 nChanged 4 SP:Iteration 27Q (11180.960535 sec): 3 clusters Score: Raw -235201.038914 + Penalty 1500.062065 = -233700.976849 nChanged 3 SP:Iteration 28Q (11180.970329 sec): 3 clusters Score: Raw -235202.336517 + Penalty 1500.062065 = -233702.274452 nChanged 3 SP:Iteration 29Q (11180.980095 sec): 3 clusters Score: Raw -235203.060393 + Penalty 1500.062065 = -233702.998328 nChanged 5 SP:Iteration 30Q (11180.989753 sec): 3 clusters Score: Raw -235204.664179 + Penalty 1500.062065 = -233704.602115 nChanged 4 SP:Iteration 31Q (11180.999867 sec): 3 clusters Score: Raw -235205.515905 + Penalty 1500.062065 = -233705.453840 nChanged 3 SP:Iteration 32Q (11181.010040 sec): 3 clusters Score: Raw -235206.577650 + Penalty 1500.062065 = -233706.515585 nChanged 5 SP:Iteration 33Q (11181.019744 sec): 3 clusters Score: Raw -235209.573119 + Penalty 1500.062065 = -233709.511055 nChanged 8 SP:Iteration 34Q (11181.029506 sec): 3 clusters Score: Raw -235213.369618 + Penalty 1500.062065 = -233713.307554 nChanged 8 SP:Iteration 35Q (11181.039219 sec): 3 clusters Score: Raw -235216.004542 + Penalty 1500.062065 = -233715.942478 nChanged 8 SP:Iteration 36Q (11181.048925 sec): 3 clusters Score: Raw -235219.925191 + Penalty 1500.062065 = -233719.863126 nChanged 11 SP:Iteration 37Q (11181.058584 sec): 3 clusters Score: Raw -235226.400808 + Penalty 1500.062065 = -233726.338743 nChanged 12 SP:Iteration 38Q (11181.068367 sec): 3 clusters Score: Raw -235231.608583 + Penalty 1500.062065 = -233731.546519 nChanged 10 SP:Iteration 39Q (11181.078003 sec): 3 clusters Score: Raw -235236.870913 + Penalty 1500.062065 = -233736.808848 nChanged 8 SP:Iteration 40F (11181.087930 sec): 3 clusters Score: Raw -235241.232874 + Penalty 1500.062065 = -233741.170809 nChanged 6 SP:Iteration 41Q (11181.097786 sec): 3 clusters Score: Raw -235245.406998 + Penalty 1500.062065 = -233745.344933 nChanged 9 SP:Iteration 42Q (11181.107757 sec): 3 clusters Score: Raw -235250.476192 + Penalty 1500.062065 = -233750.414128 nChanged 7 SP:Iteration 43Q (11181.117426 sec): 3 clusters Score: Raw -235255.690009 + Penalty 1500.062065 = -233755.627944 nChanged 10 SP:Iteration 44Q (11181.127073 sec): 3 clusters Score: Raw -235260.986828 + Penalty 1500.062065 = -233760.924764 nChanged 8 SP:Iteration 45Q (11181.136690 sec): 3 clusters Score: Raw -235266.086989 + Penalty 1500.062065 = -233766.024924 nChanged 9 SP:Iteration 46Q (11181.146291 sec): 3 clusters Score: Raw -235273.880310 + Penalty 1500.062065 = -233773.818245 nChanged 14 SP:Iteration 47Q (11181.155966 sec): 3 clusters Score: Raw -235284.287395 + Penalty 1500.062065 = -233784.225331 nChanged 15 SP:Iteration 48Q (11181.165661 sec): 3 clusters Score: Raw -235292.441372 + Penalty 1500.062065 = -233792.379308 nChanged 13 SP:Iteration 49Q (11181.175154 sec): 3 clusters Score: Raw -235299.118718 + Penalty 1500.062065 = -233799.056654 nChanged 12 SP:Iteration 50Q (11181.184638 sec): 3 clusters Score: Raw -235304.019668 + Penalty 1500.062065 = -233803.957604 nChanged 4 SP:Iteration 51Q (11181.194346 sec): 3 clusters Score: Raw -235305.234877 + Penalty 1500.062065 = -233805.172812 nChanged 0 SP:Iteration 52F (11181.204668 sec): 3 clusters Score: Raw -235305.234877 + Penalty 1500.062065 = -233805.172812 nChanged 0 Score: Raw -89542895.753921 + Penalty 47183.911476 = -89495711.842446 Splitting cluster 19 changes total score from -89495578.234776 to -89495711.842446 So it's getting split into cluster 36. Trying to split cluster 20 (11374 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11199.008686 sec): 2 clusters Score: Raw -942685.463743 + Penalty 887.213106 = -941798.250637 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11199.082284 sec): 3 clusters Score: Raw -935868.192691 + Penalty 1774.426212 = -934093.766478 nChanged 5101 SP:Iteration 1F (11199.134861 sec): 3 clusters Score: Raw -938817.001812 + Penalty 1774.426212 = -937042.575600 nChanged 837 SP:Iteration 2F (11199.188386 sec): 3 clusters Score: Raw -939332.120544 + Penalty 1774.426212 = -937557.694332 nChanged 830 SP:Iteration 3F (11199.248569 sec): 3 clusters Score: Raw -939854.195657 + Penalty 1774.426212 = -938079.769445 nChanged 703 SP:Iteration 4F (11199.309190 sec): 3 clusters Score: Raw -940257.769849 + Penalty 1774.426212 = -938483.343637 nChanged 583 SP:Iteration 5F (11199.369489 sec): 3 clusters Score: Raw -940584.288186 + Penalty 1774.426212 = -938809.861973 nChanged 491 SP:Iteration 6Q (11199.430813 sec): 3 clusters Score: Raw -940853.062077 + Penalty 1774.426212 = -939078.635865 nChanged 451 SP:Iteration 7Q (11199.498191 sec): 3 clusters Score: Raw -941075.598217 + Penalty 1774.426212 = -939301.172005 nChanged 373 SP:Iteration 8Q (11199.562635 sec): 3 clusters Score: Raw -941245.130772 + Penalty 1774.426212 = -939470.704560 nChanged 330 SP:Iteration 9Q (11199.628362 sec): 3 clusters Score: Raw -941381.351521 + Penalty 1774.426212 = -939606.925309 nChanged 300 SP:Iteration 10Q (11199.683409 sec): 3 clusters Score: Raw -941496.811395 + Penalty 1774.426212 = -939722.385182 nChanged 245 SP:Iteration 11Q (11199.744290 sec): 3 clusters Score: Raw -941599.664469 + Penalty 1774.426212 = -939825.238257 nChanged 228 SP:Iteration 12Q (11199.805910 sec): 3 clusters Score: Raw -941701.492460 + Penalty 1774.426212 = -939927.066248 nChanged 217 SP:Iteration 13Q (11199.865946 sec): 3 clusters Score: Raw -941803.186250 + Penalty 1774.426212 = -940028.760038 nChanged 229 SP:Iteration 14Q (11199.927586 sec): 3 clusters Score: Raw -941930.193614 + Penalty 1774.426212 = -940155.767402 nChanged 241 SP:Iteration 15Q (11199.977862 sec): 3 clusters Score: Raw -942072.876189 + Penalty 1774.426212 = -940298.449976 nChanged 225 SP:Iteration 16Q (11200.026859 sec): 3 clusters Score: Raw -942197.949612 + Penalty 1774.426212 = -940423.523399 nChanged 217 SP:Iteration 17Q (11200.087585 sec): 3 clusters Score: Raw -942325.671088 + Penalty 1774.426212 = -940551.244876 nChanged 214 SP:Iteration 18Q (11200.148868 sec): 3 clusters Score: Raw -942443.180210 + Penalty 1774.426212 = -940668.753998 nChanged 232 SP:Iteration 19Q (11200.202069 sec): 3 clusters Score: Raw -942556.861747 + Penalty 1774.426212 = -940782.435535 nChanged 204 SP:Iteration 20F (11200.251959 sec): 3 clusters Score: Raw -942646.099081 + Penalty 1774.426212 = -940871.672869 nChanged 190 SP:Iteration 21Q (11200.311704 sec): 3 clusters Score: Raw -942726.120166 + Penalty 1774.426212 = -940951.693953 nChanged 189 SP:Iteration 22Q (11200.372296 sec): 3 clusters Score: Raw -942816.301497 + Penalty 1774.426212 = -941041.875284 nChanged 163 SP:Iteration 23Q (11200.432559 sec): 3 clusters Score: Raw -942894.674538 + Penalty 1774.426212 = -941120.248325 nChanged 174 SP:Iteration 24Q (11200.487082 sec): 3 clusters Score: Raw -942983.108436 + Penalty 1774.426212 = -941208.682223 nChanged 175 SP:Iteration 25Q (11200.547785 sec): 3 clusters Score: Raw -943083.800800 + Penalty 1774.426212 = -941309.374588 nChanged 170 SP:Iteration 26Q (11200.608282 sec): 3 clusters Score: Raw -943184.373004 + Penalty 1774.426212 = -941409.946791 nChanged 169 SP:Iteration 27Q (11200.668763 sec): 3 clusters Score: Raw -943285.939773 + Penalty 1774.426212 = -941511.513561 nChanged 152 SP:Iteration 28Q (11200.739634 sec): 3 clusters Score: Raw -943357.419289 + Penalty 1774.426212 = -941582.993077 nChanged 127 SP:Iteration 29Q (11200.779186 sec): 3 clusters Score: Raw -943426.769800 + Penalty 1774.426212 = -941652.343588 nChanged 121 SP:Iteration 30Q (11200.839367 sec): 3 clusters Score: Raw -943495.652780 + Penalty 1774.426212 = -941721.226568 nChanged 115 SP:Iteration 31Q (11200.899377 sec): 3 clusters Score: Raw -943539.316998 + Penalty 1774.426212 = -941764.890786 nChanged 75 SP:Iteration 32Q (11200.970289 sec): 3 clusters Score: Raw -943561.110348 + Penalty 1774.426212 = -941786.684136 nChanged 54 SP:Iteration 33Q (11201.030226 sec): 3 clusters Score: Raw -943575.595198 + Penalty 1774.426212 = -941801.168985 nChanged 41 SP:Iteration 34Q (11201.079104 sec): 3 clusters Score: Raw -943584.638657 + Penalty 1774.426212 = -941810.212445 nChanged 32 SP:Iteration 35Q (11201.127967 sec): 3 clusters Score: Raw -943589.668545 + Penalty 1774.426212 = -941815.242333 nChanged 16 SP:Iteration 36Q (11201.188065 sec): 3 clusters Score: Raw -943592.036490 + Penalty 1774.426212 = -941817.610278 nChanged 10 SP:Iteration 37Q (11201.248185 sec): 3 clusters Score: Raw -943593.199303 + Penalty 1774.426212 = -941818.773091 nChanged 4 SP:Iteration 38Q (11201.307904 sec): 3 clusters Score: Raw -943593.530143 + Penalty 1774.426212 = -941819.103931 nChanged 2 SP:Iteration 39Q (11201.364835 sec): 3 clusters Score: Raw -943593.658880 + Penalty 1774.426212 = -941819.232668 nChanged 0 SP:Iteration 40F (11201.417081 sec): 3 clusters Score: Raw -943609.400247 + Penalty 1774.426212 = -941834.974035 nChanged 12 SP:Iteration 41Q (11201.476036 sec): 3 clusters Score: Raw -943628.155644 + Penalty 1774.426212 = -941853.729432 nChanged 32 SP:Iteration 42Q (11201.536376 sec): 3 clusters Score: Raw -943641.977941 + Penalty 1774.426212 = -941867.551729 nChanged 35 SP:Iteration 43Q (11201.597235 sec): 3 clusters Score: Raw -943654.644486 + Penalty 1774.426212 = -941880.218273 nChanged 33 SP:Iteration 44Q (11201.651583 sec): 3 clusters Score: Raw -943672.459624 + Penalty 1774.426212 = -941898.033412 nChanged 41 SP:Iteration 45Q (11201.698837 sec): 3 clusters Score: Raw -943689.559493 + Penalty 1774.426212 = -941915.133280 nChanged 42 SP:Iteration 46Q (11201.753895 sec): 3 clusters Score: Raw -943702.034196 + Penalty 1774.426212 = -941927.607984 nChanged 34 SP:Iteration 47Q (11201.818818 sec): 3 clusters Score: Raw -943708.791161 + Penalty 1774.426212 = -941934.364948 nChanged 25 SP:Iteration 48Q (11201.870946 sec): 3 clusters Score: Raw -943712.531642 + Penalty 1774.426212 = -941938.105430 nChanged 21 SP:Iteration 49Q (11201.924562 sec): 3 clusters Score: Raw -943715.260058 + Penalty 1774.426212 = -941940.833845 nChanged 13 SP:Iteration 50Q (11201.972378 sec): 3 clusters Score: Raw -943717.238900 + Penalty 1774.426212 = -941942.812687 nChanged 9 SP:Iteration 51Q (11202.031205 sec): 3 clusters Score: Raw -943718.542918 + Penalty 1774.426212 = -941944.116706 nChanged 6 SP:Iteration 52Q (11202.095783 sec): 3 clusters Score: Raw -943719.388387 + Penalty 1774.426212 = -941944.962175 nChanged 7 SP:Iteration 53Q (11202.140523 sec): 3 clusters Score: Raw -943720.442190 + Penalty 1774.426212 = -941946.015977 nChanged 5 SP:Iteration 54Q (11202.197824 sec): 3 clusters Score: Raw -943721.077404 + Penalty 1774.426212 = -941946.651192 nChanged 5 SP:Iteration 55Q (11202.267170 sec): 3 clusters Score: Raw -943721.545514 + Penalty 1774.426212 = -941947.119301 nChanged 2 SP:Iteration 56Q (11202.325020 sec): 3 clusters Score: Raw -943722.223781 + Penalty 1774.426212 = -941947.797569 nChanged 6 SP:Iteration 57Q (11202.383218 sec): 3 clusters Score: Raw -943723.136137 + Penalty 1774.426212 = -941948.709925 nChanged 11 SP:Iteration 58Q (11202.442412 sec): 3 clusters Score: Raw -943725.070870 + Penalty 1774.426212 = -941950.644658 nChanged 8 SP:Iteration 59Q (11202.496938 sec): 3 clusters Score: Raw -943726.242225 + Penalty 1774.426212 = -941951.816013 nChanged 3 SP:Iteration 60F (11202.551683 sec): 3 clusters Score: Raw -943734.067836 + Penalty 1774.426212 = -941959.641623 nChanged 8 SP:Iteration 61Q (11202.612327 sec): 3 clusters Score: Raw -943742.124828 + Penalty 1774.426212 = -941967.698616 nChanged 29 SP:Iteration 62Q (11202.673570 sec): 3 clusters Score: Raw -943747.555680 + Penalty 1774.426212 = -941973.129468 nChanged 14 SP:Iteration 63Q (11202.722164 sec): 3 clusters Score: Raw -943749.650050 + Penalty 1774.426212 = -941975.223838 nChanged 13 SP:Iteration 64Q (11202.792716 sec): 3 clusters Score: Raw -943751.088528 + Penalty 1774.426212 = -941976.662316 nChanged 7 SP:Iteration 65Q (11202.850705 sec): 3 clusters Score: Raw -943751.967211 + Penalty 1774.426212 = -941977.540999 nChanged 4 SP:Iteration 66Q (11202.912331 sec): 3 clusters Score: Raw -943752.211629 + Penalty 1774.426212 = -941977.785417 nChanged 1 SP:Iteration 67Q (11202.970483 sec): 3 clusters Score: Raw -943752.247222 + Penalty 1774.426212 = -941977.821010 nChanged 1 SP:Iteration 68Q (11203.031392 sec): 3 clusters Score: Raw -943752.364762 + Penalty 1774.426212 = -941977.938550 nChanged 1 SP:Iteration 69Q (11203.091242 sec): 3 clusters Score: Raw -943752.444333 + Penalty 1774.426212 = -941978.018120 nChanged 1 SP:Iteration 70Q (11203.152546 sec): 3 clusters Score: Raw -943752.578058 + Penalty 1774.426212 = -941978.151845 nChanged 1 SP:Iteration 71Q (11203.203623 sec): 3 clusters Score: Raw -943752.658384 + Penalty 1774.426212 = -941978.232172 nChanged 0 SP:Iteration 72F (11203.265355 sec): 3 clusters Score: Raw -943752.658384 + Penalty 1774.426212 = -941978.232172 nChanged 0 Score: Raw -89543962.948562 + Penalty 48494.575683 = -89495468.372878 Splitting cluster 20 changes total score from -89495578.234776 to -89495468.372878 So it's not getting split. Trying to split cluster 21 (139342 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11220.849602 sec): 2 clusters Score: Raw -13334640.238327 + Penalty 1125.245229 = -13333514.993098 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11221.079844 sec): 3 clusters Score: Raw -13241953.459154 + Penalty 2250.490458 = -13239702.968696 nChanged 67653 SP:Iteration 1F (11221.295442 sec): 3 clusters Score: Raw -13282826.028011 + Penalty 2250.490458 = -13280575.537553 nChanged 6025 SP:Iteration 2Q (11221.531829 sec): 3 clusters Score: Raw -13285139.966354 + Penalty 2250.490458 = -13282889.475896 nChanged 7527 SP:Iteration 3F (11221.742605 sec): 3 clusters Score: Raw -13288974.963343 + Penalty 2250.490458 = -13286724.472885 nChanged 9456 SP:Iteration 4F (11221.965075 sec): 3 clusters Score: Raw -13295361.138964 + Penalty 2250.490458 = -13293110.648505 nChanged 11014 SP:Iteration 5F (11222.190541 sec): 3 clusters Score: Raw -13304736.237271 + Penalty 2250.490458 = -13302485.746812 nChanged 10818 SP:Iteration 6F (11222.384054 sec): 3 clusters Score: Raw -13315200.639377 + Penalty 2250.490458 = -13312950.148918 nChanged 8375 SP:Iteration 7F (11222.594031 sec): 3 clusters Score: Raw -13323414.047268 + Penalty 2250.490458 = -13321163.556809 nChanged 5375 SP:Iteration 8Q (11222.804514 sec): 3 clusters Score: Raw -13328353.464852 + Penalty 2250.490458 = -13326102.974394 nChanged 3281 SP:Iteration 9Q (11223.020835 sec): 3 clusters Score: Raw -13330961.587629 + Penalty 2250.490458 = -13328711.097171 nChanged 2174 SP:Iteration 10Q (11223.218753 sec): 3 clusters Score: Raw -13332481.346374 + Penalty 2250.490458 = -13330230.855915 nChanged 1545 SP:Iteration 11Q (11223.424290 sec): 3 clusters Score: Raw -13333497.359190 + Penalty 2250.490458 = -13331246.868732 nChanged 1129 SP:Iteration 12Q (11223.603903 sec): 3 clusters Score: Raw -13334195.470490 + Penalty 2250.490458 = -13331944.980032 nChanged 841 SP:Iteration 13Q (11223.789411 sec): 3 clusters Score: Raw -13334703.457167 + Penalty 2250.490458 = -13332452.966709 nChanged 618 SP:Iteration 14Q (11223.971402 sec): 3 clusters Score: Raw -13335065.352988 + Penalty 2250.490458 = -13332814.862530 nChanged 496 SP:Iteration 15Q (11224.154764 sec): 3 clusters Score: Raw -13335352.757952 + Penalty 2250.490458 = -13333102.267494 nChanged 370 SP:Iteration 16Q (11224.336348 sec): 3 clusters Score: Raw -13335551.067782 + Penalty 2250.490458 = -13333300.577323 nChanged 285 SP:Iteration 17Q (11224.503988 sec): 3 clusters Score: Raw -13335701.810509 + Penalty 2250.490458 = -13333451.320051 nChanged 210 SP:Iteration 18Q (11224.681958 sec): 3 clusters Score: Raw -13335812.394730 + Penalty 2250.490458 = -13333561.904271 nChanged 203 SP:Iteration 19Q (11224.845268 sec): 3 clusters Score: Raw -13335907.024408 + Penalty 2250.490458 = -13333656.533950 nChanged 177 SP:Iteration 20F (11225.074038 sec): 3 clusters Score: Raw -13335975.375331 + Penalty 2250.490458 = -13333724.884872 nChanged 137 SP:Iteration 21Q (11225.259343 sec): 3 clusters Score: Raw -13336019.527746 + Penalty 2250.490458 = -13333769.037287 nChanged 113 SP:Iteration 22Q (11225.460086 sec): 3 clusters Score: Raw -13336055.169253 + Penalty 2250.490458 = -13333804.678795 nChanged 87 SP:Iteration 23Q (11225.654286 sec): 3 clusters Score: Raw -13336075.846588 + Penalty 2250.490458 = -13333825.356130 nChanged 70 SP:Iteration 24Q (11225.848508 sec): 3 clusters Score: Raw -13336092.523114 + Penalty 2250.490458 = -13333842.032656 nChanged 49 SP:Iteration 25Q (11226.039013 sec): 3 clusters Score: Raw -13336104.442403 + Penalty 2250.490458 = -13333853.951945 nChanged 46 SP:Iteration 26Q (11226.231794 sec): 3 clusters Score: Raw -13336114.998635 + Penalty 2250.490458 = -13333864.508177 nChanged 43 SP:Iteration 27Q (11226.405263 sec): 3 clusters Score: Raw -13336120.975531 + Penalty 2250.490458 = -13333870.485073 nChanged 27 SP:Iteration 28Q (11226.607903 sec): 3 clusters Score: Raw -13336124.364324 + Penalty 2250.490458 = -13333873.873866 nChanged 18 SP:Iteration 29Q (11226.803982 sec): 3 clusters Score: Raw -13336126.545342 + Penalty 2250.490458 = -13333876.054884 nChanged 11 SP:Iteration 30Q (11226.984581 sec): 3 clusters Score: Raw -13336127.452750 + Penalty 2250.490458 = -13333876.962292 nChanged 9 SP:Iteration 31Q (11227.184410 sec): 3 clusters Score: Raw -13336128.159845 + Penalty 2250.490458 = -13333877.669387 nChanged 13 SP:Iteration 32Q (11227.369565 sec): 3 clusters Score: Raw -13336129.510296 + Penalty 2250.490458 = -13333879.019838 nChanged 7 SP:Iteration 33Q (11227.564995 sec): 3 clusters Score: Raw -13336130.012918 + Penalty 2250.490458 = -13333879.522460 nChanged 3 SP:Iteration 34Q (11227.752116 sec): 3 clusters Score: Raw -13336130.326037 + Penalty 2250.490458 = -13333879.835579 nChanged 5 SP:Iteration 35Q (11227.934442 sec): 3 clusters Score: Raw -13336130.879338 + Penalty 2250.490458 = -13333880.388880 nChanged 4 SP:Iteration 36Q (11228.111366 sec): 3 clusters Score: Raw -13336131.221424 + Penalty 2250.490458 = -13333880.730966 nChanged 2 SP:Iteration 37Q (11228.286646 sec): 3 clusters Score: Raw -13336131.387983 + Penalty 2250.490458 = -13333880.897525 nChanged 2 SP:Iteration 38Q (11228.451185 sec): 3 clusters Score: Raw -13336131.474084 + Penalty 2250.490458 = -13333880.983626 nChanged 1 SP:Iteration 39Q (11228.634063 sec): 3 clusters Score: Raw -13336131.681992 + Penalty 2250.490458 = -13333881.191534 nChanged 2 SP:Iteration 40F (11228.855417 sec): 3 clusters Score: Raw -13336132.067713 + Penalty 2250.490458 = -13333881.577255 nChanged 6 SP:Iteration 41Q (11229.051629 sec): 3 clusters Score: Raw -13336132.674409 + Penalty 2250.490458 = -13333882.183951 nChanged 6 SP:Iteration 42Q (11229.249466 sec): 3 clusters Score: Raw -13336133.070173 + Penalty 2250.490458 = -13333882.579714 nChanged 3 SP:Iteration 43Q (11229.443671 sec): 3 clusters Score: Raw -13336133.429304 + Penalty 2250.490458 = -13333882.938845 nChanged 5 SP:Iteration 44Q (11229.630547 sec): 3 clusters Score: Raw -13336133.834984 + Penalty 2250.490458 = -13333883.344525 nChanged 8 SP:Iteration 45Q (11229.808662 sec): 3 clusters Score: Raw -13336134.714005 + Penalty 2250.490458 = -13333884.223547 nChanged 5 SP:Iteration 46Q (11229.986949 sec): 3 clusters Score: Raw -13336135.051053 + Penalty 2250.490458 = -13333884.560595 nChanged 4 SP:Iteration 47Q (11230.142641 sec): 3 clusters Score: Raw -13336135.524674 + Penalty 2250.490458 = -13333885.034216 nChanged 2 SP:Iteration 48Q (11230.334627 sec): 3 clusters Score: Raw -13336135.749858 + Penalty 2250.490458 = -13333885.259400 nChanged 2 SP:Iteration 49Q (11230.538730 sec): 3 clusters Score: Raw -13336135.905615 + Penalty 2250.490458 = -13333885.415156 nChanged 0 SP:Iteration 50F (11230.743724 sec): 3 clusters Score: Raw -13336135.905615 + Penalty 2250.490458 = -13333885.415156 nChanged 0 Score: Raw -89544391.421208 + Penalty 48494.575683 = -89495896.845525 Splitting cluster 21 changes total score from -89495578.234776 to -89495896.845525 So it's getting split into cluster 37. Trying to split cluster 22 (5858 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11248.344786 sec): 2 clusters Score: Raw -560788.504134 + Penalty 824.178535 = -559964.325599 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11248.399460 sec): 3 clusters Score: Raw -557508.868839 + Penalty 1648.357070 = -555860.511769 nChanged 2495 SP:Iteration 1F (11248.431967 sec): 3 clusters Score: Raw -558871.171819 + Penalty 1648.357070 = -557222.814749 nChanged 424 SP:Iteration 2F (11248.489585 sec): 3 clusters Score: Raw -559121.961224 + Penalty 1648.357070 = -557473.604154 nChanged 359 SP:Iteration 3F (11248.545743 sec): 3 clusters Score: Raw -559313.392363 + Penalty 1648.357070 = -557665.035292 nChanged 325 SP:Iteration 4F (11248.591093 sec): 3 clusters Score: Raw -559509.329870 + Penalty 1648.357070 = -557860.972800 nChanged 313 SP:Iteration 5F (11248.652004 sec): 3 clusters Score: Raw -559690.348589 + Penalty 1648.357070 = -558041.991519 nChanged 283 SP:Iteration 6Q (11248.705019 sec): 3 clusters Score: Raw -559877.268559 + Penalty 1648.357070 = -558228.911488 nChanged 297 SP:Iteration 7F (11248.755372 sec): 3 clusters Score: Raw -560054.549694 + Penalty 1648.357070 = -558406.192624 nChanged 248 SP:Iteration 8Q (11248.811095 sec): 3 clusters Score: Raw -560191.920448 + Penalty 1648.357070 = -558543.563378 nChanged 227 SP:Iteration 9Q (11248.859705 sec): 3 clusters Score: Raw -560324.734954 + Penalty 1648.357070 = -558676.377884 nChanged 182 SP:Iteration 10Q (11248.915233 sec): 3 clusters Score: Raw -560406.655597 + Penalty 1648.357070 = -558758.298527 nChanged 130 SP:Iteration 11Q (11248.969996 sec): 3 clusters Score: Raw -560452.770908 + Penalty 1648.357070 = -558804.413838 nChanged 110 SP:Iteration 12Q (11249.023270 sec): 3 clusters Score: Raw -560490.583437 + Penalty 1648.357070 = -558842.226367 nChanged 87 SP:Iteration 13Q (11249.077226 sec): 3 clusters Score: Raw -560514.988474 + Penalty 1648.357070 = -558866.631404 nChanged 60 SP:Iteration 14Q (11249.131965 sec): 3 clusters Score: Raw -560531.514036 + Penalty 1648.357070 = -558883.156966 nChanged 44 SP:Iteration 15Q (11249.182352 sec): 3 clusters Score: Raw -560545.252487 + Penalty 1648.357070 = -558896.895417 nChanged 52 SP:Iteration 16Q (11249.223544 sec): 3 clusters Score: Raw -560559.560653 + Penalty 1648.357070 = -558911.203583 nChanged 61 SP:Iteration 17Q (11249.283455 sec): 3 clusters Score: Raw -560574.402043 + Penalty 1648.357070 = -558926.044973 nChanged 51 SP:Iteration 18Q (11249.331511 sec): 3 clusters Score: Raw -560585.094659 + Penalty 1648.357070 = -558936.737589 nChanged 41 SP:Iteration 19Q (11249.387103 sec): 3 clusters Score: Raw -560593.211454 + Penalty 1648.357070 = -558944.854384 nChanged 23 SP:Iteration 20F (11249.438193 sec): 3 clusters Score: Raw -560597.143128 + Penalty 1648.357070 = -558948.786058 nChanged 19 SP:Iteration 21Q (11249.492551 sec): 3 clusters Score: Raw -560600.944349 + Penalty 1648.357070 = -558952.587278 nChanged 17 SP:Iteration 22Q (11249.545503 sec): 3 clusters Score: Raw -560604.521374 + Penalty 1648.357070 = -558956.164303 nChanged 16 SP:Iteration 23Q (11249.606834 sec): 3 clusters Score: Raw -560606.810134 + Penalty 1648.357070 = -558958.453064 nChanged 13 SP:Iteration 24Q (11249.656695 sec): 3 clusters Score: Raw -560608.938743 + Penalty 1648.357070 = -558960.581673 nChanged 7 SP:Iteration 25Q (11249.707881 sec): 3 clusters Score: Raw -560609.667587 + Penalty 1648.357070 = -558961.310517 nChanged 8 SP:Iteration 26Q (11249.760838 sec): 3 clusters Score: Raw -560610.579201 + Penalty 1648.357070 = -558962.222131 nChanged 7 SP:Iteration 27Q (11249.810679 sec): 3 clusters Score: Raw -560612.171951 + Penalty 1648.357070 = -558963.814880 nChanged 13 SP:Iteration 28Q (11249.862797 sec): 3 clusters Score: Raw -560614.206588 + Penalty 1648.357070 = -558965.849517 nChanged 10 SP:Iteration 29Q (11249.900623 sec): 3 clusters Score: Raw -560615.798472 + Penalty 1648.357070 = -558967.441402 nChanged 9 SP:Iteration 30Q (11249.954018 sec): 3 clusters Score: Raw -560616.947064 + Penalty 1648.357070 = -558968.589993 nChanged 8 SP:Iteration 31Q (11250.009483 sec): 3 clusters Score: Raw -560618.202357 + Penalty 1648.357070 = -558969.845287 nChanged 11 SP:Iteration 32Q (11250.047331 sec): 3 clusters Score: Raw -560619.514739 + Penalty 1648.357070 = -558971.157669 nChanged 6 SP:Iteration 33Q (11250.104450 sec): 3 clusters Score: Raw -560620.518296 + Penalty 1648.357070 = -558972.161226 nChanged 5 SP:Iteration 34Q (11250.160266 sec): 3 clusters Score: Raw -560621.275583 + Penalty 1648.357070 = -558972.918513 nChanged 10 SP:Iteration 35Q (11250.215763 sec): 3 clusters Score: Raw -560622.665837 + Penalty 1648.357070 = -558974.308767 nChanged 9 SP:Iteration 36Q (11250.280534 sec): 3 clusters Score: Raw -560624.098771 + Penalty 1648.357070 = -558975.741701 nChanged 13 SP:Iteration 37Q (11250.325647 sec): 3 clusters Score: Raw -560626.498301 + Penalty 1648.357070 = -558978.141231 nChanged 14 SP:Iteration 38Q (11250.351678 sec): 3 clusters Score: Raw -560628.882000 + Penalty 1648.357070 = -558980.524930 nChanged 13 SP:Iteration 39Q (11250.415616 sec): 3 clusters Score: Raw -560630.483776 + Penalty 1648.357070 = -558982.126706 nChanged 5 SP:Iteration 40F (11250.468443 sec): 3 clusters Score: Raw -560631.089324 + Penalty 1648.357070 = -558982.732254 nChanged 7 SP:Iteration 41Q (11250.513157 sec): 3 clusters Score: Raw -560631.677965 + Penalty 1648.357070 = -558983.320895 nChanged 6 SP:Iteration 42Q (11250.559739 sec): 3 clusters Score: Raw -560632.355115 + Penalty 1648.357070 = -558983.998045 nChanged 3 SP:Iteration 43Q (11250.618259 sec): 3 clusters Score: Raw -560632.648272 + Penalty 1648.357070 = -558984.291202 nChanged 3 SP:Iteration 44Q (11250.664750 sec): 3 clusters Score: Raw -560633.282496 + Penalty 1648.357070 = -558984.925426 nChanged 2 SP:Iteration 45Q (11250.726810 sec): 3 clusters Score: Raw -560633.326575 + Penalty 1648.357070 = -558984.969505 nChanged 0 SP:Iteration 46F (11250.778745 sec): 3 clusters Score: Raw -560633.326575 + Penalty 1648.357070 = -558984.969505 nChanged 0 Trying to split cluster 23 (184 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11250.803951 sec): 2 clusters Score: Raw -12847.339152 + Penalty 495.418897 = -12351.920255 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11250.837699 sec): 3 clusters Score: Raw -12984.828721 + Penalty 990.837794 = -11993.990927 nChanged 46 SP:Iteration 1F (11250.883905 sec): 3 clusters Score: Raw -13079.350314 + Penalty 990.837794 = -12088.512520 nChanged 18 SP:Iteration 2F (11250.922612 sec): 3 clusters Score: Raw -13152.621788 + Penalty 990.837794 = -12161.783994 nChanged 13 SP:Iteration 3F (11250.960745 sec): 3 clusters Score: Raw -13212.939244 + Penalty 990.837794 = -12222.101450 nChanged 10 SP:Iteration 4F (11250.995382 sec): 3 clusters Score: Raw -13243.962915 + Penalty 990.837794 = -12253.125121 nChanged 1 SP:Iteration 5Q (11251.030770 sec): 3 clusters Score: Raw -13246.080496 + Penalty 990.837794 = -12255.242702 nChanged 1 SP:Iteration 6Q (11251.085825 sec): 3 clusters Score: Raw -13249.349264 + Penalty 990.837794 = -12258.511470 nChanged 1 SP:Iteration 7Q (11251.118209 sec): 3 clusters Score: Raw -13251.998354 + Penalty 990.837794 = -12261.160560 nChanged 1 SP:Iteration 8Q (11251.170609 sec): 3 clusters Score: Raw -13252.907438 + Penalty 990.837794 = -12262.069644 nChanged 1 SP:Iteration 9Q (11251.210301 sec): 3 clusters Score: Raw -13254.165969 + Penalty 990.837794 = -12263.328175 nChanged 0 SP:Iteration 10F (11251.250769 sec): 3 clusters Score: Raw -13254.165969 + Penalty 990.837794 = -12263.328175 nChanged 0 Trying to split cluster 24 (3010 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11251.281969 sec): 2 clusters Score: Raw -308237.189645 + Penalty 760.921059 = -307476.268586 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11251.333317 sec): 3 clusters Score: Raw -306680.611564 + Penalty 1521.842118 = -305158.769446 nChanged 1201 SP:Iteration 1F (11251.377315 sec): 3 clusters Score: Raw -307335.534490 + Penalty 1521.842118 = -305813.692372 nChanged 190 SP:Iteration 2F (11251.419577 sec): 3 clusters Score: Raw -307434.126936 + Penalty 1521.842118 = -305912.284818 nChanged 140 SP:Iteration 3Q (11251.471108 sec): 3 clusters Score: Raw -307494.789754 + Penalty 1521.842118 = -305972.947636 nChanged 104 SP:Iteration 4Q (11251.519445 sec): 3 clusters Score: Raw -307536.015427 + Penalty 1521.842118 = -306014.173309 nChanged 84 SP:Iteration 5Q (11251.570861 sec): 3 clusters Score: Raw -307561.081619 + Penalty 1521.842118 = -306039.239501 nChanged 68 SP:Iteration 6Q (11251.622427 sec): 3 clusters Score: Raw -307586.020504 + Penalty 1521.842118 = -306064.178386 nChanged 60 SP:Iteration 7Q (11251.673389 sec): 3 clusters Score: Raw -307606.246143 + Penalty 1521.842118 = -306084.404025 nChanged 55 SP:Iteration 8Q (11251.725142 sec): 3 clusters Score: Raw -307623.452255 + Penalty 1521.842118 = -306101.610137 nChanged 46 SP:Iteration 9Q (11251.776818 sec): 3 clusters Score: Raw -307633.852173 + Penalty 1521.842118 = -306112.010055 nChanged 33 SP:Iteration 10Q (11251.828371 sec): 3 clusters Score: Raw -307641.948285 + Penalty 1521.842118 = -306120.106167 nChanged 25 SP:Iteration 11Q (11251.868524 sec): 3 clusters Score: Raw -307649.339462 + Penalty 1521.842118 = -306127.497344 nChanged 25 SP:Iteration 12Q (11251.920205 sec): 3 clusters Score: Raw -307657.751467 + Penalty 1521.842118 = -306135.909349 nChanged 29 SP:Iteration 13Q (11251.971879 sec): 3 clusters Score: Raw -307666.152214 + Penalty 1521.842118 = -306144.310096 nChanged 28 SP:Iteration 14Q (11252.033362 sec): 3 clusters Score: Raw -307672.479576 + Penalty 1521.842118 = -306150.637458 nChanged 24 SP:Iteration 15Q (11252.074064 sec): 3 clusters Score: Raw -307678.093458 + Penalty 1521.842118 = -306156.251340 nChanged 22 SP:Iteration 16Q (11252.125658 sec): 3 clusters Score: Raw -307684.970818 + Penalty 1521.842118 = -306163.128700 nChanged 22 SP:Iteration 17Q (11252.166594 sec): 3 clusters Score: Raw -307692.269567 + Penalty 1521.842118 = -306170.427449 nChanged 26 SP:Iteration 18Q (11252.219038 sec): 3 clusters Score: Raw -307703.876820 + Penalty 1521.842118 = -306182.034702 nChanged 32 SP:Iteration 19Q (11252.275448 sec): 3 clusters Score: Raw -307717.744255 + Penalty 1521.842118 = -306195.902137 nChanged 35 SP:Iteration 20F (11252.317461 sec): 3 clusters Score: Raw -307731.615876 + Penalty 1521.842118 = -306209.773758 nChanged 45 SP:Iteration 21Q (11252.369435 sec): 3 clusters Score: Raw -307751.504913 + Penalty 1521.842118 = -306229.662795 nChanged 55 SP:Iteration 22Q (11252.420839 sec): 3 clusters Score: Raw -307775.495148 + Penalty 1521.842118 = -306253.653030 nChanged 56 SP:Iteration 23Q (11252.473750 sec): 3 clusters Score: Raw -307803.215199 + Penalty 1521.842118 = -306281.373081 nChanged 68 SP:Iteration 24Q (11252.531860 sec): 3 clusters Score: Raw -307828.849226 + Penalty 1521.842118 = -306307.007108 nChanged 44 SP:Iteration 25Q (11252.574245 sec): 3 clusters Score: Raw -307852.378982 + Penalty 1521.842118 = -306330.536864 nChanged 51 SP:Iteration 26Q (11252.630944 sec): 3 clusters Score: Raw -307877.681448 + Penalty 1521.842118 = -306355.839330 nChanged 55 SP:Iteration 27Q (11252.679693 sec): 3 clusters Score: Raw -307900.813757 + Penalty 1521.842118 = -306378.971639 nChanged 37 SP:Iteration 28Q (11252.727379 sec): 3 clusters Score: Raw -307916.764624 + Penalty 1521.842118 = -306394.922506 nChanged 36 SP:Iteration 29Q (11252.778264 sec): 3 clusters Score: Raw -307934.482807 + Penalty 1521.842118 = -306412.640689 nChanged 38 SP:Iteration 30Q (11252.829663 sec): 3 clusters Score: Raw -307952.702739 + Penalty 1521.842118 = -306430.860621 nChanged 34 SP:Iteration 31Q (11252.880974 sec): 3 clusters Score: Raw -307968.198690 + Penalty 1521.842118 = -306446.356572 nChanged 29 SP:Iteration 32Q (11252.932303 sec): 3 clusters Score: Raw -307982.426119 + Penalty 1521.842118 = -306460.584001 nChanged 29 SP:Iteration 33Q (11252.983650 sec): 3 clusters Score: Raw -307994.211549 + Penalty 1521.842118 = -306472.369431 nChanged 26 SP:Iteration 34Q (11253.034922 sec): 3 clusters Score: Raw -308005.077025 + Penalty 1521.842118 = -306483.234907 nChanged 27 SP:Iteration 35Q (11253.085955 sec): 3 clusters Score: Raw -308015.906921 + Penalty 1521.842118 = -306494.064803 nChanged 22 SP:Iteration 36Q (11253.137362 sec): 3 clusters Score: Raw -308022.755600 + Penalty 1521.842118 = -306500.913482 nChanged 16 SP:Iteration 37Q (11253.188714 sec): 3 clusters Score: Raw -308027.040693 + Penalty 1521.842118 = -306505.198575 nChanged 13 SP:Iteration 38Q (11253.240993 sec): 3 clusters Score: Raw -308030.018137 + Penalty 1521.842118 = -306508.176019 nChanged 11 SP:Iteration 39Q (11253.281255 sec): 3 clusters Score: Raw -308032.072123 + Penalty 1521.842118 = -306510.230005 nChanged 8 SP:Iteration 40F (11253.332462 sec): 3 clusters Score: Raw -308033.961923 + Penalty 1521.842118 = -306512.119805 nChanged 10 SP:Iteration 41Q (11253.377197 sec): 3 clusters Score: Raw -308036.847440 + Penalty 1521.842118 = -306515.005322 nChanged 17 SP:Iteration 42Q (11253.428341 sec): 3 clusters Score: Raw -308042.050121 + Penalty 1521.842118 = -306520.208003 nChanged 13 SP:Iteration 43Q (11253.479693 sec): 3 clusters Score: Raw -308046.614550 + Penalty 1521.842118 = -306524.772432 nChanged 18 SP:Iteration 44Q (11253.519312 sec): 3 clusters Score: Raw -308051.672075 + Penalty 1521.842118 = -306529.829957 nChanged 10 SP:Iteration 45Q (11253.570300 sec): 3 clusters Score: Raw -308054.996213 + Penalty 1521.842118 = -306533.154095 nChanged 12 SP:Iteration 46Q (11253.616404 sec): 3 clusters Score: Raw -308058.213908 + Penalty 1521.842118 = -306536.371790 nChanged 18 SP:Iteration 47Q (11253.667340 sec): 3 clusters Score: Raw -308066.809308 + Penalty 1521.842118 = -306544.967191 nChanged 20 SP:Iteration 48Q (11253.718245 sec): 3 clusters Score: Raw -308075.341886 + Penalty 1521.842118 = -306553.499768 nChanged 16 SP:Iteration 49Q (11253.769258 sec): 3 clusters Score: Raw -308080.565865 + Penalty 1521.842118 = -306558.723747 nChanged 13 SP:Iteration 50Q (11253.827457 sec): 3 clusters Score: Raw -308084.036782 + Penalty 1521.842118 = -306562.194664 nChanged 10 SP:Iteration 51Q (11253.867436 sec): 3 clusters Score: Raw -308086.830942 + Penalty 1521.842118 = -306564.988824 nChanged 5 SP:Iteration 52Q (11253.918397 sec): 3 clusters Score: Raw -308087.801240 + Penalty 1521.842118 = -306565.959122 nChanged 5 SP:Iteration 53Q (11253.959788 sec): 3 clusters Score: Raw -308088.702724 + Penalty 1521.842118 = -306566.860606 nChanged 5 SP:Iteration 54Q (11254.010703 sec): 3 clusters Score: Raw -308089.652950 + Penalty 1521.842118 = -306567.810832 nChanged 3 SP:Iteration 55Q (11254.057030 sec): 3 clusters Score: Raw -308090.045501 + Penalty 1521.842118 = -306568.203383 nChanged 1 SP:Iteration 56Q (11254.108062 sec): 3 clusters Score: Raw -308090.226283 + Penalty 1521.842118 = -306568.384165 nChanged 1 SP:Iteration 57Q (11254.159404 sec): 3 clusters Score: Raw -308090.454258 + Penalty 1521.842118 = -306568.612140 nChanged 1 SP:Iteration 58Q (11254.198859 sec): 3 clusters Score: Raw -308090.564751 + Penalty 1521.842118 = -306568.722633 nChanged 1 SP:Iteration 59Q (11254.249993 sec): 3 clusters Score: Raw -308090.705112 + Penalty 1521.842118 = -306568.862994 nChanged 1 SP:Iteration 60F (11254.295328 sec): 3 clusters Score: Raw -308090.837840 + Penalty 1521.842118 = -306568.995722 nChanged 0 Trying to split cluster 25 (778 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11254.320589 sec): 2 clusters Score: Raw -68179.699634 + Penalty 632.389020 = -67547.310614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11254.370315 sec): 3 clusters Score: Raw -67900.019174 + Penalty 1264.778040 = -66635.241135 nChanged 242 SP:Iteration 1F (11254.420166 sec): 3 clusters Score: Raw -68118.630499 + Penalty 1264.778040 = -66853.852459 nChanged 59 SP:Iteration 2F (11254.469494 sec): 3 clusters Score: Raw -68176.966954 + Penalty 1264.778040 = -66912.188914 nChanged 33 SP:Iteration 3Q (11254.518845 sec): 3 clusters Score: Raw -68210.520316 + Penalty 1264.778040 = -66945.742276 nChanged 17 SP:Iteration 4Q (11254.568070 sec): 3 clusters Score: Raw -68223.071010 + Penalty 1264.778040 = -66958.292971 nChanged 11 SP:Iteration 5Q (11254.617427 sec): 3 clusters Score: Raw -68233.429748 + Penalty 1264.778040 = -66968.651709 nChanged 13 SP:Iteration 6Q (11254.678705 sec): 3 clusters Score: Raw -68243.702135 + Penalty 1264.778040 = -66978.924095 nChanged 6 SP:Iteration 7Q (11254.716324 sec): 3 clusters Score: Raw -68249.956149 + Penalty 1264.778040 = -66985.178109 nChanged 6 SP:Iteration 8Q (11254.765784 sec): 3 clusters Score: Raw -68257.138169 + Penalty 1264.778040 = -66992.360129 nChanged 10 SP:Iteration 9Q (11254.815138 sec): 3 clusters Score: Raw -68268.656050 + Penalty 1264.778040 = -67003.878010 nChanged 13 SP:Iteration 10Q (11254.861800 sec): 3 clusters Score: Raw -68279.457958 + Penalty 1264.778040 = -67014.679919 nChanged 8 SP:Iteration 11Q (11254.911442 sec): 3 clusters Score: Raw -68286.970776 + Penalty 1264.778040 = -67022.192737 nChanged 9 SP:Iteration 12Q (11254.961290 sec): 3 clusters Score: Raw -68296.768915 + Penalty 1264.778040 = -67031.990875 nChanged 11 SP:Iteration 13Q (11255.010783 sec): 3 clusters Score: Raw -68306.902006 + Penalty 1264.778040 = -67042.123967 nChanged 8 SP:Iteration 14Q (11255.060647 sec): 3 clusters Score: Raw -68313.044139 + Penalty 1264.778040 = -67048.266099 nChanged 6 SP:Iteration 15Q (11255.107876 sec): 3 clusters Score: Raw -68319.456338 + Penalty 1264.778040 = -67054.678298 nChanged 4 SP:Iteration 16Q (11255.151073 sec): 3 clusters Score: Raw -68322.619834 + Penalty 1264.778040 = -67057.841795 nChanged 3 SP:Iteration 17Q (11255.191523 sec): 3 clusters Score: Raw -68325.780875 + Penalty 1264.778040 = -67061.002835 nChanged 1 SP:Iteration 18Q (11255.247922 sec): 3 clusters Score: Raw -68326.764630 + Penalty 1264.778040 = -67061.986590 nChanged 1 SP:Iteration 19Q (11255.297857 sec): 3 clusters Score: Raw -68328.318983 + Penalty 1264.778040 = -67063.540943 nChanged 3 SP:Iteration 20F (11255.345387 sec): 3 clusters Score: Raw -68332.299216 + Penalty 1264.778040 = -67067.521177 nChanged 2 SP:Iteration 21Q (11255.390177 sec): 3 clusters Score: Raw -68335.104508 + Penalty 1264.778040 = -67070.326468 nChanged 3 SP:Iteration 22Q (11255.439363 sec): 3 clusters Score: Raw -68337.270441 + Penalty 1264.778040 = -67072.492401 nChanged 2 SP:Iteration 23Q (11255.487082 sec): 3 clusters Score: Raw -68340.539116 + Penalty 1264.778040 = -67075.761077 nChanged 0 SP:Iteration 24F (11255.537834 sec): 3 clusters Score: Raw -68340.539116 + Penalty 1264.778040 = -67075.761077 nChanged 0 Trying to split cluster 26 (9783 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11255.579069 sec): 2 clusters Score: Raw -902758.934635 + Penalty 872.898139 = -901886.036496 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11255.640616 sec): 3 clusters Score: Raw -896907.626499 + Penalty 1745.796278 = -895161.830221 nChanged 4399 SP:Iteration 1F (11255.690989 sec): 3 clusters Score: Raw -899249.370336 + Penalty 1745.796278 = -897503.574058 nChanged 536 SP:Iteration 2F (11255.759176 sec): 3 clusters Score: Raw -899441.568259 + Penalty 1745.796278 = -897695.771981 nChanged 472 SP:Iteration 3Q (11255.809872 sec): 3 clusters Score: Raw -899606.115468 + Penalty 1745.796278 = -897860.319190 nChanged 414 SP:Iteration 4Q (11255.879511 sec): 3 clusters Score: Raw -899757.490814 + Penalty 1745.796278 = -898011.694536 nChanged 394 SP:Iteration 5Q (11255.941130 sec): 3 clusters Score: Raw -899922.634707 + Penalty 1745.796278 = -898176.838429 nChanged 384 SP:Iteration 6Q (11255.999806 sec): 3 clusters Score: Raw -900114.370072 + Penalty 1745.796278 = -898368.573793 nChanged 416 SP:Iteration 7Q (11256.051339 sec): 3 clusters Score: Raw -900378.478043 + Penalty 1745.796278 = -898632.681765 nChanged 452 SP:Iteration 8Q (11256.112175 sec): 3 clusters Score: Raw -900672.260421 + Penalty 1745.796278 = -898926.464143 nChanged 456 SP:Iteration 9Q (11256.137947 sec): 3 clusters Score: Raw -900966.023198 + Penalty 1745.796278 = -899220.226920 nChanged 446 SP:Iteration 10Q (11256.205927 sec): 3 clusters Score: Raw -901248.104083 + Penalty 1745.796278 = -899502.307805 nChanged 418 SP:Iteration 11Q (11256.252961 sec): 3 clusters Score: Raw -901487.459299 + Penalty 1745.796278 = -899741.663021 nChanged 377 SP:Iteration 12Q (11256.324063 sec): 3 clusters Score: Raw -901657.120779 + Penalty 1745.796278 = -899911.324501 nChanged 269 SP:Iteration 13Q (11256.382962 sec): 3 clusters Score: Raw -901740.097630 + Penalty 1745.796278 = -899994.301352 nChanged 165 SP:Iteration 14Q (11256.435615 sec): 3 clusters Score: Raw -901780.242579 + Penalty 1745.796278 = -900034.446301 nChanged 120 SP:Iteration 15Q (11256.496144 sec): 3 clusters Score: Raw -901804.928482 + Penalty 1745.796278 = -900059.132204 nChanged 88 SP:Iteration 16Q (11256.553843 sec): 3 clusters Score: Raw -901819.452217 + Penalty 1745.796278 = -900073.655939 nChanged 58 SP:Iteration 17Q (11256.608723 sec): 3 clusters Score: Raw -901828.347807 + Penalty 1745.796278 = -900082.551529 nChanged 56 SP:Iteration 18Q (11256.662948 sec): 3 clusters Score: Raw -901836.987959 + Penalty 1745.796278 = -900091.191681 nChanged 56 SP:Iteration 19Q (11256.724447 sec): 3 clusters Score: Raw -901846.743943 + Penalty 1745.796278 = -900100.947665 nChanged 56 SP:Iteration 20F (11256.784952 sec): 3 clusters Score: Raw -901853.577064 + Penalty 1745.796278 = -900107.780786 nChanged 38 SP:Iteration 21Q (11256.853462 sec): 3 clusters Score: Raw -901857.667134 + Penalty 1745.796278 = -900111.870856 nChanged 31 SP:Iteration 22Q (11256.905162 sec): 3 clusters Score: Raw -901861.962289 + Penalty 1745.796278 = -900116.166011 nChanged 39 SP:Iteration 23Q (11256.964775 sec): 3 clusters Score: Raw -901867.378646 + Penalty 1745.796278 = -900121.582368 nChanged 41 SP:Iteration 24Q (11257.013833 sec): 3 clusters Score: Raw -901874.007814 + Penalty 1745.796278 = -900128.211535 nChanged 39 SP:Iteration 25Q (11257.078317 sec): 3 clusters Score: Raw -901878.833687 + Penalty 1745.796278 = -900133.037409 nChanged 35 SP:Iteration 26Q (11257.139448 sec): 3 clusters Score: Raw -901884.010158 + Penalty 1745.796278 = -900138.213880 nChanged 31 SP:Iteration 27Q (11257.200893 sec): 3 clusters Score: Raw -901888.244822 + Penalty 1745.796278 = -900142.448543 nChanged 33 SP:Iteration 28Q (11257.259486 sec): 3 clusters Score: Raw -901892.415620 + Penalty 1745.796278 = -900146.619342 nChanged 32 SP:Iteration 29Q (11257.322523 sec): 3 clusters Score: Raw -901896.116815 + Penalty 1745.796278 = -900150.320537 nChanged 34 SP:Iteration 30Q (11257.366798 sec): 3 clusters Score: Raw -901900.304037 + Penalty 1745.796278 = -900154.507759 nChanged 30 SP:Iteration 31Q (11257.390432 sec): 3 clusters Score: Raw -901904.234211 + Penalty 1745.796278 = -900158.437933 nChanged 34 SP:Iteration 32Q (11257.420017 sec): 3 clusters Score: Raw -901907.545209 + Penalty 1745.796278 = -900161.748930 nChanged 26 SP:Iteration 33Q (11257.488090 sec): 3 clusters Score: Raw -901910.212476 + Penalty 1745.796278 = -900164.416198 nChanged 22 SP:Iteration 34Q (11257.538881 sec): 3 clusters Score: Raw -901911.603896 + Penalty 1745.796278 = -900165.807617 nChanged 12 SP:Iteration 35Q (11257.611136 sec): 3 clusters Score: Raw -901912.209083 + Penalty 1745.796278 = -900166.412804 nChanged 7 SP:Iteration 36Q (11257.672587 sec): 3 clusters Score: Raw -901912.696863 + Penalty 1745.796278 = -900166.900584 nChanged 6 SP:Iteration 37Q (11257.734133 sec): 3 clusters Score: Raw -901913.228822 + Penalty 1745.796278 = -900167.432543 nChanged 10 SP:Iteration 38Q (11257.783851 sec): 3 clusters Score: Raw -901913.800150 + Penalty 1745.796278 = -900168.003872 nChanged 13 SP:Iteration 39Q (11257.852068 sec): 3 clusters Score: Raw -901914.828607 + Penalty 1745.796278 = -900169.032329 nChanged 15 SP:Iteration 40F (11257.904560 sec): 3 clusters Score: Raw -901916.481622 + Penalty 1745.796278 = -900170.685343 nChanged 20 SP:Iteration 41Q (11257.965890 sec): 3 clusters Score: Raw -901918.584676 + Penalty 1745.796278 = -900172.788398 nChanged 22 SP:Iteration 42Q (11258.038593 sec): 3 clusters Score: Raw -901920.996650 + Penalty 1745.796278 = -900175.200372 nChanged 35 SP:Iteration 43Q (11258.085428 sec): 3 clusters Score: Raw -901924.476804 + Penalty 1745.796278 = -900178.680525 nChanged 23 SP:Iteration 44Q (11258.158401 sec): 3 clusters Score: Raw -901926.599957 + Penalty 1745.796278 = -900180.803678 nChanged 10 SP:Iteration 45Q (11258.178808 sec): 3 clusters Score: Raw -901927.255596 + Penalty 1745.796278 = -900181.459317 nChanged 9 SP:Iteration 46Q (11258.202464 sec): 3 clusters Score: Raw -901927.651138 + Penalty 1745.796278 = -900181.854859 nChanged 5 SP:Iteration 47Q (11258.266032 sec): 3 clusters Score: Raw -901927.808418 + Penalty 1745.796278 = -900182.012140 nChanged 4 SP:Iteration 48Q (11258.327417 sec): 3 clusters Score: Raw -901927.938197 + Penalty 1745.796278 = -900182.141919 nChanged 4 SP:Iteration 49Q (11258.378241 sec): 3 clusters Score: Raw -901928.135142 + Penalty 1745.796278 = -900182.338864 nChanged 7 SP:Iteration 50Q (11258.431175 sec): 3 clusters Score: Raw -901928.521539 + Penalty 1745.796278 = -900182.725261 nChanged 10 SP:Iteration 51Q (11258.484796 sec): 3 clusters Score: Raw -901929.151574 + Penalty 1745.796278 = -900183.355296 nChanged 12 SP:Iteration 52Q (11258.545285 sec): 3 clusters Score: Raw -901929.938110 + Penalty 1745.796278 = -900184.141832 nChanged 8 SP:Iteration 53Q (11258.607504 sec): 3 clusters Score: Raw -901930.617101 + Penalty 1745.796278 = -900184.820822 nChanged 9 SP:Iteration 54Q (11258.667779 sec): 3 clusters Score: Raw -901931.148047 + Penalty 1745.796278 = -900185.351769 nChanged 8 SP:Iteration 55Q (11258.726967 sec): 3 clusters Score: Raw -901931.647072 + Penalty 1745.796278 = -900185.850794 nChanged 9 SP:Iteration 56Q (11258.787912 sec): 3 clusters Score: Raw -901932.216691 + Penalty 1745.796278 = -900186.420413 nChanged 11 SP:Iteration 57Q (11258.853039 sec): 3 clusters Score: Raw -901933.012058 + Penalty 1745.796278 = -900187.215780 nChanged 14 SP:Iteration 58Q (11258.909887 sec): 3 clusters Score: Raw -901934.169658 + Penalty 1745.796278 = -900188.373380 nChanged 12 SP:Iteration 59Q (11258.974836 sec): 3 clusters Score: Raw -901935.038472 + Penalty 1745.796278 = -900189.242194 nChanged 16 SP:Iteration 60F (11259.024743 sec): 3 clusters Score: Raw -901936.481065 + Penalty 1745.796278 = -900190.684786 nChanged 23 SP:Iteration 61Q (11259.093341 sec): 3 clusters Score: Raw -901938.544985 + Penalty 1745.796278 = -900192.748707 nChanged 15 SP:Iteration 62Q (11259.156288 sec): 3 clusters Score: Raw -901939.855451 + Penalty 1745.796278 = -900194.059173 nChanged 22 SP:Iteration 63Q (11259.202798 sec): 3 clusters Score: Raw -901941.420090 + Penalty 1745.796278 = -900195.623811 nChanged 22 SP:Iteration 64Q (11259.267942 sec): 3 clusters Score: Raw -901943.047366 + Penalty 1745.796278 = -900197.251088 nChanged 16 SP:Iteration 65Q (11259.326799 sec): 3 clusters Score: Raw -901944.507953 + Penalty 1745.796278 = -900198.711675 nChanged 20 SP:Iteration 66Q (11259.386248 sec): 3 clusters Score: Raw -901945.917906 + Penalty 1745.796278 = -900200.121628 nChanged 24 SP:Iteration 67Q (11259.447529 sec): 3 clusters Score: Raw -901948.322296 + Penalty 1745.796278 = -900202.526018 nChanged 24 SP:Iteration 68Q (11259.509158 sec): 3 clusters Score: Raw -901951.332821 + Penalty 1745.796278 = -900205.536542 nChanged 34 SP:Iteration 69Q (11259.560438 sec): 3 clusters Score: Raw -901957.069607 + Penalty 1745.796278 = -900211.273328 nChanged 44 SP:Iteration 70Q (11259.628242 sec): 3 clusters Score: Raw -901963.510625 + Penalty 1745.796278 = -900217.714347 nChanged 48 SP:Iteration 71Q (11259.676247 sec): 3 clusters Score: Raw -901972.253599 + Penalty 1745.796278 = -900226.457321 nChanged 53 SP:Iteration 72Q (11259.748160 sec): 3 clusters Score: Raw -901980.933399 + Penalty 1745.796278 = -900235.137121 nChanged 51 SP:Iteration 73Q (11259.810114 sec): 3 clusters Score: Raw -901989.125370 + Penalty 1745.796278 = -900243.329092 nChanged 54 SP:Iteration 74Q (11259.860657 sec): 3 clusters Score: Raw -901998.848378 + Penalty 1745.796278 = -900253.052100 nChanged 59 SP:Iteration 75Q (11259.918804 sec): 3 clusters Score: Raw -902007.041894 + Penalty 1745.796278 = -900261.245616 nChanged 44 SP:Iteration 76Q (11259.975044 sec): 3 clusters Score: Raw -902012.694140 + Penalty 1745.796278 = -900266.897861 nChanged 51 SP:Iteration 77Q (11260.031079 sec): 3 clusters Score: Raw -902019.521930 + Penalty 1745.796278 = -900273.725652 nChanged 61 SP:Iteration 78Q (11260.094803 sec): 3 clusters Score: Raw -902030.698055 + Penalty 1745.796278 = -900284.901776 nChanged 81 SP:Iteration 79Q (11260.157231 sec): 3 clusters Score: Raw -902046.660836 + Penalty 1745.796278 = -900300.864558 nChanged 86 SP:Iteration 80F (11260.217271 sec): 3 clusters Score: Raw -902066.048386 + Penalty 1745.796278 = -900320.252108 nChanged 90 SP:Iteration 81Q (11260.266559 sec): 3 clusters Score: Raw -902088.420719 + Penalty 1745.796278 = -900342.624441 nChanged 102 SP:Iteration 82Q (11260.328762 sec): 3 clusters Score: Raw -902119.590558 + Penalty 1745.796278 = -900373.794280 nChanged 120 SP:Iteration 83Q (11260.401169 sec): 3 clusters Score: Raw -902162.683482 + Penalty 1745.796278 = -900416.887204 nChanged 147 SP:Iteration 84Q (11260.460305 sec): 3 clusters Score: Raw -902216.106176 + Penalty 1745.796278 = -900470.309898 nChanged 153 SP:Iteration 85Q (11260.511287 sec): 3 clusters Score: Raw -902276.689060 + Penalty 1745.796278 = -900530.892782 nChanged 142 SP:Iteration 86Q (11260.571796 sec): 3 clusters Score: Raw -902338.616711 + Penalty 1745.796278 = -900592.820432 nChanged 154 SP:Iteration 87Q (11260.638706 sec): 3 clusters Score: Raw -902399.766431 + Penalty 1745.796278 = -900653.970153 nChanged 145 SP:Iteration 88Q (11260.699441 sec): 3 clusters Score: Raw -902463.944239 + Penalty 1745.796278 = -900718.147961 nChanged 161 SP:Iteration 89Q (11260.751319 sec): 3 clusters Score: Raw -902537.397747 + Penalty 1745.796278 = -900791.601469 nChanged 135 SP:Iteration 90Q (11260.812761 sec): 3 clusters Score: Raw -902589.155289 + Penalty 1745.796278 = -900843.359010 nChanged 116 SP:Iteration 91Q (11260.872338 sec): 3 clusters Score: Raw -902627.870122 + Penalty 1745.796278 = -900882.073844 nChanged 100 SP:Iteration 92Q (11260.934720 sec): 3 clusters Score: Raw -902654.609968 + Penalty 1745.796278 = -900908.813690 nChanged 79 SP:Iteration 93Q (11260.998783 sec): 3 clusters Score: Raw -902676.453752 + Penalty 1745.796278 = -900930.657473 nChanged 69 SP:Iteration 94Q (11261.045402 sec): 3 clusters Score: Raw -902694.750547 + Penalty 1745.796278 = -900948.954269 nChanged 59 SP:Iteration 95Q (11261.090423 sec): 3 clusters Score: Raw -902710.407193 + Penalty 1745.796278 = -900964.610915 nChanged 52 SP:Iteration 96Q (11261.156878 sec): 3 clusters Score: Raw -902724.497372 + Penalty 1745.796278 = -900978.701094 nChanged 58 SP:Iteration 97Q (11261.215545 sec): 3 clusters Score: Raw -902741.816814 + Penalty 1745.796278 = -900996.020536 nChanged 52 SP:Iteration 98Q (11261.263185 sec): 3 clusters Score: Raw -902754.165026 + Penalty 1745.796278 = -901008.368748 nChanged 47 SP:Iteration 99Q (11261.327517 sec): 3 clusters Score: Raw -902766.504340 + Penalty 1745.796278 = -901020.708062 nChanged 52 SP:Iteration 100F (11261.378746 sec): 3 clusters Score: Raw -902779.394912 + Penalty 1745.796278 = -901033.598634 nChanged 51 SP:Iteration 101Q (11261.437419 sec): 3 clusters Score: Raw -902791.781925 + Penalty 1745.796278 = -901045.985647 nChanged 47 SP:Iteration 102Q (11261.503152 sec): 3 clusters Score: Raw -902803.668913 + Penalty 1745.796278 = -901057.872634 nChanged 51 SP:Iteration 103Q (11261.566944 sec): 3 clusters Score: Raw -902818.680381 + Penalty 1745.796278 = -901072.884102 nChanged 51 SP:Iteration 104Q (11261.630727 sec): 3 clusters Score: Raw -902831.105585 + Penalty 1745.796278 = -901085.309307 nChanged 38 SP:Iteration 105Q (11261.691082 sec): 3 clusters Score: Raw -902839.849655 + Penalty 1745.796278 = -901094.053376 nChanged 34 SP:Iteration 106Q (11261.739830 sec): 3 clusters Score: Raw -902848.003114 + Penalty 1745.796278 = -901102.206836 nChanged 35 SP:Iteration 107Q (11261.786134 sec): 3 clusters Score: Raw -902855.548808 + Penalty 1745.796278 = -901109.752530 nChanged 23 SP:Iteration 108Q (11261.853635 sec): 3 clusters Score: Raw -902860.339425 + Penalty 1745.796278 = -901114.543147 nChanged 23 SP:Iteration 109Q (11261.913920 sec): 3 clusters Score: Raw -902864.348394 + Penalty 1745.796278 = -901118.552116 nChanged 19 SP:Iteration 110Q (11261.967420 sec): 3 clusters Score: Raw -902867.274557 + Penalty 1745.796278 = -901121.478278 nChanged 20 SP:Iteration 111Q (11262.022303 sec): 3 clusters Score: Raw -902870.290626 + Penalty 1745.796278 = -901124.494347 nChanged 17 SP:Iteration 112Q (11262.068970 sec): 3 clusters Score: Raw -902874.336552 + Penalty 1745.796278 = -901128.540273 nChanged 22 SP:Iteration 113Q (11262.135293 sec): 3 clusters Score: Raw -902878.281949 + Penalty 1745.796278 = -901132.485671 nChanged 18 SP:Iteration 114Q (11262.188050 sec): 3 clusters Score: Raw -902882.247380 + Penalty 1745.796278 = -901136.451102 nChanged 23 SP:Iteration 115Q (11262.234514 sec): 3 clusters Score: Raw -902886.429538 + Penalty 1745.796278 = -901140.633260 nChanged 10 SP:Iteration 116Q (11262.292295 sec): 3 clusters Score: Raw -902887.950208 + Penalty 1745.796278 = -901142.153930 nChanged 13 SP:Iteration 117Q (11262.352058 sec): 3 clusters Score: Raw -902891.322899 + Penalty 1745.796278 = -901145.526621 nChanged 17 SP:Iteration 118Q (11262.406699 sec): 3 clusters Score: Raw -902895.261329 + Penalty 1745.796278 = -901149.465050 nChanged 21 SP:Iteration 119Q (11262.462987 sec): 3 clusters Score: Raw -902899.403495 + Penalty 1745.796278 = -901153.607217 nChanged 17 SP:Iteration 120F (11262.524122 sec): 3 clusters Score: Raw -902902.784048 + Penalty 1745.796278 = -901156.987770 nChanged 23 SP:Iteration 121Q (11262.573752 sec): 3 clusters Score: Raw -902907.987746 + Penalty 1745.796278 = -901162.191468 nChanged 23 SP:Iteration 122Q (11262.635213 sec): 3 clusters Score: Raw -902913.142299 + Penalty 1745.796278 = -901167.346021 nChanged 17 SP:Iteration 123Q (11262.686351 sec): 3 clusters Score: Raw -902916.037808 + Penalty 1745.796278 = -901170.241530 nChanged 16 SP:Iteration 124Q (11262.745257 sec): 3 clusters Score: Raw -902919.306257 + Penalty 1745.796278 = -901173.509979 nChanged 15 SP:Iteration 125Q (11262.803620 sec): 3 clusters Score: Raw -902922.054674 + Penalty 1745.796278 = -901176.258396 nChanged 17 SP:Iteration 126Q (11262.874250 sec): 3 clusters Score: Raw -902924.925210 + Penalty 1745.796278 = -901179.128931 nChanged 9 SP:Iteration 127Q (11262.922824 sec): 3 clusters Score: Raw -902926.788250 + Penalty 1745.796278 = -901180.991972 nChanged 11 SP:Iteration 128Q (11262.971763 sec): 3 clusters Score: Raw -902928.811029 + Penalty 1745.796278 = -901183.014751 nChanged 11 SP:Iteration 129Q (11263.020484 sec): 3 clusters Score: Raw -902930.956427 + Penalty 1745.796278 = -901185.160149 nChanged 11 SP:Iteration 130Q (11263.079603 sec): 3 clusters Score: Raw -902933.480961 + Penalty 1745.796278 = -901187.684683 nChanged 7 SP:Iteration 131Q (11263.149549 sec): 3 clusters Score: Raw -902934.719225 + Penalty 1745.796278 = -901188.922946 nChanged 7 SP:Iteration 132Q (11263.189661 sec): 3 clusters Score: Raw -902936.153626 + Penalty 1745.796278 = -901190.357348 nChanged 7 SP:Iteration 133Q (11263.247322 sec): 3 clusters Score: Raw -902937.632554 + Penalty 1745.796278 = -901191.836276 nChanged 11 SP:Iteration 134Q (11263.299379 sec): 3 clusters Score: Raw -902939.276750 + Penalty 1745.796278 = -901193.480472 nChanged 8 SP:Iteration 135Q (11263.353259 sec): 3 clusters Score: Raw -902940.798421 + Penalty 1745.796278 = -901195.002143 nChanged 10 SP:Iteration 136Q (11263.411999 sec): 3 clusters Score: Raw -902943.500707 + Penalty 1745.796278 = -901197.704429 nChanged 14 SP:Iteration 137Q (11263.464767 sec): 3 clusters Score: Raw -902946.770485 + Penalty 1745.796278 = -901200.974207 nChanged 9 SP:Iteration 138Q (11263.522200 sec): 3 clusters Score: Raw -902949.451474 + Penalty 1745.796278 = -901203.655196 nChanged 8 SP:Iteration 139Q (11263.579013 sec): 3 clusters Score: Raw -902950.933090 + Penalty 1745.796278 = -901205.136812 nChanged 10 SP:Iteration 140F (11263.630301 sec): 3 clusters Score: Raw -902952.514092 + Penalty 1745.796278 = -901206.717814 nChanged 7 SP:Iteration 141Q (11263.693721 sec): 3 clusters Score: Raw -902953.534929 + Penalty 1745.796278 = -901207.738651 nChanged 3 SP:Iteration 142Q (11263.755936 sec): 3 clusters Score: Raw -902953.862250 + Penalty 1745.796278 = -901208.065972 nChanged 3 SP:Iteration 143Q (11263.817872 sec): 3 clusters Score: Raw -902954.247990 + Penalty 1745.796278 = -901208.451712 nChanged 2 SP:Iteration 144Q (11263.877618 sec): 3 clusters Score: Raw -902954.595638 + Penalty 1745.796278 = -901208.799359 nChanged 2 SP:Iteration 145Q (11263.926342 sec): 3 clusters Score: Raw -902955.008816 + Penalty 1745.796278 = -901209.212537 nChanged 4 SP:Iteration 146Q (11263.992293 sec): 3 clusters Score: Raw -902955.498699 + Penalty 1745.796278 = -901209.702421 nChanged 2 SP:Iteration 147Q (11264.041173 sec): 3 clusters Score: Raw -902955.657301 + Penalty 1745.796278 = -901209.861023 nChanged 1 SP:Iteration 148Q (11264.102018 sec): 3 clusters Score: Raw -902955.758493 + Penalty 1745.796278 = -901209.962215 nChanged 2 SP:Iteration 149Q (11264.159964 sec): 3 clusters Score: Raw -902956.052822 + Penalty 1745.796278 = -901210.256544 nChanged 6 SP:Iteration 150Q (11264.211918 sec): 3 clusters Score: Raw -902957.377780 + Penalty 1745.796278 = -901211.581502 nChanged 8 SP:Iteration 151Q (11264.272850 sec): 3 clusters Score: Raw -902958.556487 + Penalty 1745.796278 = -901212.760209 nChanged 5 SP:Iteration 152Q (11264.321880 sec): 3 clusters Score: Raw -902959.062873 + Penalty 1745.796278 = -901213.266594 nChanged 4 SP:Iteration 153Q (11264.383731 sec): 3 clusters Score: Raw -902959.769180 + Penalty 1745.796278 = -901213.972902 nChanged 4 SP:Iteration 154Q (11264.442342 sec): 3 clusters Score: Raw -902960.348835 + Penalty 1745.796278 = -901214.552557 nChanged 3 SP:Iteration 155Q (11264.500325 sec): 3 clusters Score: Raw -902960.895885 + Penalty 1745.796278 = -901215.099607 nChanged 4 SP:Iteration 156Q (11264.558601 sec): 3 clusters Score: Raw -902961.402466 + Penalty 1745.796278 = -901215.606188 nChanged 4 SP:Iteration 157Q (11264.604560 sec): 3 clusters Score: Raw -902961.860247 + Penalty 1745.796278 = -901216.063968 nChanged 1 SP:Iteration 158Q (11264.662252 sec): 3 clusters Score: Raw -902961.939291 + Penalty 1745.796278 = -901216.143013 nChanged 0 SP:Iteration 159F (11264.724030 sec): 3 clusters Score: Raw -902961.939291 + Penalty 1745.796278 = -901216.143013 nChanged 0 Trying to split cluster 27 (4128 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11264.763976 sec): 2 clusters Score: Raw -360499.528716 + Penalty 790.927089 = -359708.601627 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11264.816326 sec): 3 clusters Score: Raw -358298.169250 + Penalty 1581.854178 = -356716.315072 nChanged 1745 SP:Iteration 1F (11264.860783 sec): 3 clusters Score: Raw -359525.489798 + Penalty 1581.854178 = -357943.635619 nChanged 353 SP:Iteration 2F (11264.911813 sec): 3 clusters Score: Raw -359884.254159 + Penalty 1581.854178 = -358302.399981 nChanged 323 SP:Iteration 3F (11264.926624 sec): 3 clusters Score: Raw -360181.754863 + Penalty 1581.854178 = -358599.900685 nChanged 301 SP:Iteration 4F (11264.941533 sec): 3 clusters Score: Raw -360382.463773 + Penalty 1581.854178 = -358800.609595 nChanged 203 SP:Iteration 5Q (11265.003414 sec): 3 clusters Score: Raw -360488.410111 + Penalty 1581.854178 = -358906.555932 nChanged 143 SP:Iteration 6Q (11265.058123 sec): 3 clusters Score: Raw -360559.299681 + Penalty 1581.854178 = -358977.445503 nChanged 124 SP:Iteration 7Q (11265.100658 sec): 3 clusters Score: Raw -360624.510765 + Penalty 1581.854178 = -359042.656587 nChanged 119 SP:Iteration 8Q (11265.155413 sec): 3 clusters Score: Raw -360682.792250 + Penalty 1581.854178 = -359100.938071 nChanged 106 SP:Iteration 9Q (11265.204242 sec): 3 clusters Score: Raw -360732.024482 + Penalty 1581.854178 = -359150.170304 nChanged 86 SP:Iteration 10Q (11265.254440 sec): 3 clusters Score: Raw -360767.329210 + Penalty 1581.854178 = -359185.475031 nChanged 74 SP:Iteration 11Q (11265.306212 sec): 3 clusters Score: Raw -360794.014999 + Penalty 1581.854178 = -359212.160821 nChanged 64 SP:Iteration 12Q (11265.355318 sec): 3 clusters Score: Raw -360813.441301 + Penalty 1581.854178 = -359231.587123 nChanged 58 SP:Iteration 13Q (11265.398114 sec): 3 clusters Score: Raw -360834.581900 + Penalty 1581.854178 = -359252.727721 nChanged 67 SP:Iteration 14Q (11265.452403 sec): 3 clusters Score: Raw -360856.329405 + Penalty 1581.854178 = -359274.475226 nChanged 59 SP:Iteration 15Q (11265.511655 sec): 3 clusters Score: Raw -360874.442821 + Penalty 1581.854178 = -359292.588642 nChanged 47 SP:Iteration 16Q (11265.551083 sec): 3 clusters Score: Raw -360888.012795 + Penalty 1581.854178 = -359306.158617 nChanged 41 SP:Iteration 17Q (11265.600288 sec): 3 clusters Score: Raw -360898.531068 + Penalty 1581.854178 = -359316.676890 nChanged 35 SP:Iteration 18Q (11265.651363 sec): 3 clusters Score: Raw -360908.705478 + Penalty 1581.854178 = -359326.851300 nChanged 29 SP:Iteration 19Q (11265.713812 sec): 3 clusters Score: Raw -360915.389364 + Penalty 1581.854178 = -359333.535186 nChanged 22 SP:Iteration 20F (11265.756215 sec): 3 clusters Score: Raw -360919.716681 + Penalty 1581.854178 = -359337.862503 nChanged 18 SP:Iteration 21Q (11265.808618 sec): 3 clusters Score: Raw -360925.185092 + Penalty 1581.854178 = -359343.330913 nChanged 28 SP:Iteration 22Q (11265.872807 sec): 3 clusters Score: Raw -360938.483504 + Penalty 1581.854178 = -359356.629325 nChanged 38 SP:Iteration 23Q (11265.915008 sec): 3 clusters Score: Raw -360950.224018 + Penalty 1581.854178 = -359368.369839 nChanged 30 SP:Iteration 24Q (11265.967451 sec): 3 clusters Score: Raw -360957.583804 + Penalty 1581.854178 = -359375.729626 nChanged 28 SP:Iteration 25Q (11266.020102 sec): 3 clusters Score: Raw -360964.545152 + Penalty 1581.854178 = -359382.690973 nChanged 26 SP:Iteration 26Q (11266.063326 sec): 3 clusters Score: Raw -360970.912044 + Penalty 1581.854178 = -359389.057866 nChanged 16 SP:Iteration 27Q (11266.116035 sec): 3 clusters Score: Raw -360973.791361 + Penalty 1581.854178 = -359391.937182 nChanged 14 SP:Iteration 28Q (11266.161498 sec): 3 clusters Score: Raw -360975.834346 + Penalty 1581.854178 = -359393.980167 nChanged 9 SP:Iteration 29Q (11266.214008 sec): 3 clusters Score: Raw -360977.077585 + Penalty 1581.854178 = -359395.223406 nChanged 7 SP:Iteration 30Q (11266.257417 sec): 3 clusters Score: Raw -360977.894407 + Penalty 1581.854178 = -359396.040229 nChanged 3 SP:Iteration 31Q (11266.315118 sec): 3 clusters Score: Raw -360978.437529 + Penalty 1581.854178 = -359396.583350 nChanged 5 SP:Iteration 32Q (11266.363069 sec): 3 clusters Score: Raw -360979.201952 + Penalty 1581.854178 = -359397.347773 nChanged 2 SP:Iteration 33Q (11266.411381 sec): 3 clusters Score: Raw -360979.810816 + Penalty 1581.854178 = -359397.956637 nChanged 3 SP:Iteration 34Q (11266.464537 sec): 3 clusters Score: Raw -360980.105377 + Penalty 1581.854178 = -359398.251198 nChanged 5 SP:Iteration 35Q (11266.507164 sec): 3 clusters Score: Raw -360980.720662 + Penalty 1581.854178 = -359398.866483 nChanged 4 SP:Iteration 36Q (11266.560023 sec): 3 clusters Score: Raw -360981.178540 + Penalty 1581.854178 = -359399.324362 nChanged 2 SP:Iteration 37Q (11266.610895 sec): 3 clusters Score: Raw -360981.373153 + Penalty 1581.854178 = -359399.518974 nChanged 1 SP:Iteration 38Q (11266.660102 sec): 3 clusters Score: Raw -360981.417706 + Penalty 1581.854178 = -359399.563528 nChanged 0 SP:Iteration 39F (11266.724754 sec): 3 clusters Score: Raw -360981.417706 + Penalty 1581.854178 = -359399.563528 nChanged 0 Trying to split cluster 28 (17899 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11266.762827 sec): 2 clusters Score: Raw -1717184.218360 + Penalty 930.287512 = -1716253.930848 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11266.838394 sec): 3 clusters Score: Raw -1706144.202811 + Penalty 1860.575024 = -1704283.627787 nChanged 8212 SP:Iteration 1F (11266.900926 sec): 3 clusters Score: Raw -1710789.762791 + Penalty 1860.575024 = -1708929.187768 nChanged 1056 SP:Iteration 2F (11266.969315 sec): 3 clusters Score: Raw -1711296.828316 + Penalty 1860.575024 = -1709436.253292 nChanged 1079 SP:Iteration 3F (11267.037458 sec): 3 clusters Score: Raw -1711858.934477 + Penalty 1860.575024 = -1709998.359453 nChanged 1139 SP:Iteration 4F (11267.105626 sec): 3 clusters Score: Raw -1712573.584237 + Penalty 1860.575024 = -1710713.009214 nChanged 1291 SP:Iteration 5F (11267.174299 sec): 3 clusters Score: Raw -1713542.223881 + Penalty 1860.575024 = -1711681.648857 nChanged 1231 SP:Iteration 6F (11267.242957 sec): 3 clusters Score: Raw -1714593.671426 + Penalty 1860.575024 = -1712733.096402 nChanged 1084 SP:Iteration 7F (11267.320206 sec): 3 clusters Score: Raw -1715618.569762 + Penalty 1860.575024 = -1713757.994738 nChanged 805 SP:Iteration 8Q (11267.371748 sec): 3 clusters Score: Raw -1716366.439286 + Penalty 1860.575024 = -1714505.864262 nChanged 498 SP:Iteration 9Q (11267.428227 sec): 3 clusters Score: Raw -1716843.702201 + Penalty 1860.575024 = -1714983.127177 nChanged 266 SP:Iteration 10Q (11267.495208 sec): 3 clusters Score: Raw -1717099.863584 + Penalty 1860.575024 = -1715239.288561 nChanged 129 SP:Iteration 11Q (11267.562076 sec): 3 clusters Score: Raw -1717221.145953 + Penalty 1860.575024 = -1715360.570929 nChanged 66 SP:Iteration 12Q (11267.628430 sec): 3 clusters Score: Raw -1717288.695970 + Penalty 1860.575024 = -1715428.120946 nChanged 35 SP:Iteration 13Q (11267.694504 sec): 3 clusters Score: Raw -1717325.478509 + Penalty 1860.575024 = -1715464.903485 nChanged 22 SP:Iteration 14Q (11267.751333 sec): 3 clusters Score: Raw -1717344.758773 + Penalty 1860.575024 = -1715484.183749 nChanged 7 SP:Iteration 15Q (11267.817640 sec): 3 clusters Score: Raw -1717354.108429 + Penalty 1860.575024 = -1715493.533405 nChanged 8 SP:Iteration 16Q (11267.889652 sec): 3 clusters Score: Raw -1717364.147884 + Penalty 1860.575024 = -1715503.572860 nChanged 4 SP:Iteration 17Q (11267.947957 sec): 3 clusters Score: Raw -1717370.280380 + Penalty 1860.575024 = -1715509.705356 nChanged 2 SP:Iteration 18Q (11268.013326 sec): 3 clusters Score: Raw -1717371.051354 + Penalty 1860.575024 = -1715510.476330 nChanged 0 SP:Iteration 19F (11268.082738 sec): 3 clusters Score: Raw -1717371.051354 + Penalty 1860.575024 = -1715510.476330 nChanged 0 Trying to split cluster 29 (5010 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11268.110659 sec): 2 clusters Score: Raw -468294.789016 + Penalty 809.323163 = -467485.465853 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11268.164684 sec): 3 clusters Score: Raw -465479.233033 + Penalty 1618.646327 = -463860.586706 nChanged 2148 SP:Iteration 1F (11268.218029 sec): 3 clusters Score: Raw -466704.280704 + Penalty 1618.646327 = -465085.634377 nChanged 333 SP:Iteration 2F (11268.271468 sec): 3 clusters Score: Raw -466875.587885 + Penalty 1618.646327 = -465256.941559 nChanged 259 SP:Iteration 3F (11268.324821 sec): 3 clusters Score: Raw -466994.529715 + Penalty 1618.646327 = -465375.883388 nChanged 213 SP:Iteration 4Q (11268.377813 sec): 3 clusters Score: Raw -467090.405001 + Penalty 1618.646327 = -465471.758674 nChanged 186 SP:Iteration 5Q (11268.430448 sec): 3 clusters Score: Raw -467180.920024 + Penalty 1618.646327 = -465562.273697 nChanged 189 SP:Iteration 6Q (11268.485258 sec): 3 clusters Score: Raw -467286.541789 + Penalty 1618.646327 = -465667.895462 nChanged 202 SP:Iteration 7Q (11268.539776 sec): 3 clusters Score: Raw -467412.081811 + Penalty 1618.646327 = -465793.435484 nChanged 221 SP:Iteration 8Q (11268.581450 sec): 3 clusters Score: Raw -467548.107794 + Penalty 1618.646327 = -465929.461468 nChanged 206 SP:Iteration 9Q (11268.634913 sec): 3 clusters Score: Raw -467671.430899 + Penalty 1618.646327 = -466052.784572 nChanged 187 SP:Iteration 10Q (11268.689700 sec): 3 clusters Score: Raw -467774.110114 + Penalty 1618.646327 = -466155.463787 nChanged 145 SP:Iteration 11Q (11268.741223 sec): 3 clusters Score: Raw -467852.698112 + Penalty 1618.646327 = -466234.051785 nChanged 131 SP:Iteration 12Q (11268.794588 sec): 3 clusters Score: Raw -467921.491584 + Penalty 1618.646327 = -466302.845257 nChanged 107 SP:Iteration 13Q (11268.851978 sec): 3 clusters Score: Raw -467965.348422 + Penalty 1618.646327 = -466346.702095 nChanged 89 SP:Iteration 14Q (11268.885231 sec): 3 clusters Score: Raw -468012.734747 + Penalty 1618.646327 = -466394.088420 nChanged 87 SP:Iteration 15Q (11268.945328 sec): 3 clusters Score: Raw -468051.946529 + Penalty 1618.646327 = -466433.300202 nChanged 87 SP:Iteration 16Q (11268.996759 sec): 3 clusters Score: Raw -468091.676139 + Penalty 1618.646327 = -466473.029812 nChanged 82 SP:Iteration 17Q (11269.048012 sec): 3 clusters Score: Raw -468129.544886 + Penalty 1618.646327 = -466510.898559 nChanged 82 SP:Iteration 18Q (11269.088325 sec): 3 clusters Score: Raw -468171.374431 + Penalty 1618.646327 = -466552.728104 nChanged 78 SP:Iteration 19Q (11269.142105 sec): 3 clusters Score: Raw -468207.835604 + Penalty 1618.646327 = -466589.189277 nChanged 74 SP:Iteration 20F (11269.192810 sec): 3 clusters Score: Raw -468241.647672 + Penalty 1618.646327 = -466623.001345 nChanged 67 SP:Iteration 21Q (11269.237617 sec): 3 clusters Score: Raw -468270.888995 + Penalty 1618.646327 = -466652.242668 nChanged 53 SP:Iteration 22Q (11269.282849 sec): 3 clusters Score: Raw -468293.163790 + Penalty 1618.646327 = -466674.517463 nChanged 42 SP:Iteration 23Q (11269.307701 sec): 3 clusters Score: Raw -468309.660425 + Penalty 1618.646327 = -466691.014098 nChanged 44 SP:Iteration 24Q (11269.324688 sec): 3 clusters Score: Raw -468326.933255 + Penalty 1618.646327 = -466708.286928 nChanged 47 SP:Iteration 25Q (11269.341750 sec): 3 clusters Score: Raw -468343.378248 + Penalty 1618.646327 = -466724.731921 nChanged 46 SP:Iteration 26Q (11269.358751 sec): 3 clusters Score: Raw -468360.250230 + Penalty 1618.646327 = -466741.603903 nChanged 36 SP:Iteration 27Q (11269.404589 sec): 3 clusters Score: Raw -468372.651406 + Penalty 1618.646327 = -466754.005079 nChanged 37 SP:Iteration 28Q (11269.468030 sec): 3 clusters Score: Raw -468382.236510 + Penalty 1618.646327 = -466763.590183 nChanged 23 SP:Iteration 29Q (11269.506089 sec): 3 clusters Score: Raw -468388.948380 + Penalty 1618.646327 = -466770.302053 nChanged 17 SP:Iteration 30Q (11269.565500 sec): 3 clusters Score: Raw -468394.253754 + Penalty 1618.646327 = -466775.607427 nChanged 16 SP:Iteration 31Q (11269.607425 sec): 3 clusters Score: Raw -468397.818672 + Penalty 1618.646327 = -466779.172345 nChanged 11 SP:Iteration 32Q (11269.656048 sec): 3 clusters Score: Raw -468400.055330 + Penalty 1618.646327 = -466781.409003 nChanged 9 SP:Iteration 33Q (11269.706287 sec): 3 clusters Score: Raw -468401.575777 + Penalty 1618.646327 = -466782.929450 nChanged 7 SP:Iteration 34Q (11269.760447 sec): 3 clusters Score: Raw -468402.913698 + Penalty 1618.646327 = -466784.267371 nChanged 7 SP:Iteration 35Q (11269.825130 sec): 3 clusters Score: Raw -468404.654879 + Penalty 1618.646327 = -466786.008552 nChanged 6 SP:Iteration 36Q (11269.877420 sec): 3 clusters Score: Raw -468405.493489 + Penalty 1618.646327 = -466786.847162 nChanged 10 SP:Iteration 37Q (11269.926620 sec): 3 clusters Score: Raw -468406.953909 + Penalty 1618.646327 = -466788.307582 nChanged 6 SP:Iteration 38Q (11269.965501 sec): 3 clusters Score: Raw -468408.012707 + Penalty 1618.646327 = -466789.366380 nChanged 7 SP:Iteration 39Q (11270.018452 sec): 3 clusters Score: Raw -468409.648955 + Penalty 1618.646327 = -466791.002629 nChanged 8 SP:Iteration 40F (11270.043728 sec): 3 clusters Score: Raw -468411.339773 + Penalty 1618.646327 = -466792.693446 nChanged 6 SP:Iteration 41Q (11270.060499 sec): 3 clusters Score: Raw -468412.588103 + Penalty 1618.646327 = -466793.941777 nChanged 10 SP:Iteration 42Q (11270.110090 sec): 3 clusters Score: Raw -468414.760315 + Penalty 1618.646327 = -466796.113988 nChanged 7 SP:Iteration 43Q (11270.173013 sec): 3 clusters Score: Raw -468416.212359 + Penalty 1618.646327 = -466797.566032 nChanged 11 SP:Iteration 44Q (11270.216185 sec): 3 clusters Score: Raw -468418.026847 + Penalty 1618.646327 = -466799.380520 nChanged 12 SP:Iteration 45Q (11270.270783 sec): 3 clusters Score: Raw -468421.950812 + Penalty 1618.646327 = -466803.304485 nChanged 20 SP:Iteration 46Q (11270.312981 sec): 3 clusters Score: Raw -468428.657267 + Penalty 1618.646327 = -466810.010941 nChanged 19 SP:Iteration 47Q (11270.363766 sec): 3 clusters Score: Raw -468434.092143 + Penalty 1618.646327 = -466815.445816 nChanged 18 SP:Iteration 48Q (11270.416066 sec): 3 clusters Score: Raw -468439.717110 + Penalty 1618.646327 = -466821.070783 nChanged 22 SP:Iteration 49Q (11270.469030 sec): 3 clusters Score: Raw -468447.226086 + Penalty 1618.646327 = -466828.579759 nChanged 17 SP:Iteration 50Q (11270.529235 sec): 3 clusters Score: Raw -468453.667718 + Penalty 1618.646327 = -466835.021391 nChanged 19 SP:Iteration 51Q (11270.583422 sec): 3 clusters Score: Raw -468461.979541 + Penalty 1618.646327 = -466843.333214 nChanged 21 SP:Iteration 52Q (11270.633078 sec): 3 clusters Score: Raw -468474.085869 + Penalty 1618.646327 = -466855.439542 nChanged 22 SP:Iteration 53Q (11270.667564 sec): 3 clusters Score: Raw -468482.617834 + Penalty 1618.646327 = -466863.971507 nChanged 19 SP:Iteration 54Q (11270.722178 sec): 3 clusters Score: Raw -468492.682626 + Penalty 1618.646327 = -466874.036299 nChanged 19 SP:Iteration 55Q (11270.765832 sec): 3 clusters Score: Raw -468499.666592 + Penalty 1618.646327 = -466881.020265 nChanged 13 SP:Iteration 56Q (11270.826930 sec): 3 clusters Score: Raw -468504.398230 + Penalty 1618.646327 = -466885.751903 nChanged 10 SP:Iteration 57Q (11270.865858 sec): 3 clusters Score: Raw -468507.033785 + Penalty 1618.646327 = -466888.387458 nChanged 11 SP:Iteration 58Q (11270.914324 sec): 3 clusters Score: Raw -468510.218427 + Penalty 1618.646327 = -466891.572100 nChanged 4 SP:Iteration 59Q (11270.969316 sec): 3 clusters Score: Raw -468510.900622 + Penalty 1618.646327 = -466892.254295 nChanged 4 SP:Iteration 60F (11271.012133 sec): 3 clusters Score: Raw -468511.998781 + Penalty 1618.646327 = -466893.352454 nChanged 2 SP:Iteration 61Q (11271.072397 sec): 3 clusters Score: Raw -468512.172855 + Penalty 1618.646327 = -466893.526528 nChanged 1 SP:Iteration 62Q (11271.119719 sec): 3 clusters Score: Raw -468512.265934 + Penalty 1618.646327 = -466893.619607 nChanged 3 SP:Iteration 63Q (11271.160144 sec): 3 clusters Score: Raw -468512.453813 + Penalty 1618.646327 = -466893.807486 nChanged 0 SP:Iteration 64F (11271.220025 sec): 3 clusters Score: Raw -468512.453813 + Penalty 1618.646327 = -466893.807486 nChanged 0 Trying to split cluster 30 (3190 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11271.239210 sec): 2 clusters Score: Raw -288649.465653 + Penalty 766.438739 = -287883.026914 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11271.292277 sec): 3 clusters Score: Raw -286966.227503 + Penalty 1532.877477 = -285433.350026 nChanged 1307 SP:Iteration 1F (11271.341710 sec): 3 clusters Score: Raw -287674.985616 + Penalty 1532.877477 = -286142.108139 nChanged 244 SP:Iteration 2F (11271.389267 sec): 3 clusters Score: Raw -287853.006980 + Penalty 1532.877477 = -286320.129503 nChanged 213 SP:Iteration 3F (11271.442051 sec): 3 clusters Score: Raw -287982.198458 + Penalty 1532.877477 = -286449.320981 nChanged 181 SP:Iteration 4F (11271.491386 sec): 3 clusters Score: Raw -288086.917085 + Penalty 1532.877477 = -286554.039608 nChanged 142 SP:Iteration 5Q (11271.553574 sec): 3 clusters Score: Raw -288168.616238 + Penalty 1532.877477 = -286635.738761 nChanged 131 SP:Iteration 6Q (11271.597147 sec): 3 clusters Score: Raw -288241.040495 + Penalty 1532.877477 = -286708.163018 nChanged 101 SP:Iteration 7Q (11271.643862 sec): 3 clusters Score: Raw -288301.642037 + Penalty 1532.877477 = -286768.764560 nChanged 97 SP:Iteration 8Q (11271.658235 sec): 3 clusters Score: Raw -288361.687372 + Penalty 1532.877477 = -286828.809895 nChanged 106 SP:Iteration 9Q (11271.669728 sec): 3 clusters Score: Raw -288422.930507 + Penalty 1532.877477 = -286890.053029 nChanged 98 SP:Iteration 10Q (11271.681164 sec): 3 clusters Score: Raw -288482.392486 + Penalty 1532.877477 = -286949.515009 nChanged 98 SP:Iteration 11Q (11271.692521 sec): 3 clusters Score: Raw -288551.692147 + Penalty 1532.877477 = -287018.814670 nChanged 106 SP:Iteration 12Q (11271.703942 sec): 3 clusters Score: Raw -288630.144702 + Penalty 1532.877477 = -287097.267225 nChanged 87 SP:Iteration 13Q (11271.715347 sec): 3 clusters Score: Raw -288679.213471 + Penalty 1532.877477 = -287146.335993 nChanged 67 SP:Iteration 14Q (11271.726545 sec): 3 clusters Score: Raw -288713.993627 + Penalty 1532.877477 = -287181.116149 nChanged 59 SP:Iteration 15Q (11271.749744 sec): 3 clusters Score: Raw -288740.445713 + Penalty 1532.877477 = -287207.568236 nChanged 58 SP:Iteration 16Q (11271.761079 sec): 3 clusters Score: Raw -288770.561869 + Penalty 1532.877477 = -287237.684391 nChanged 52 SP:Iteration 17Q (11271.772322 sec): 3 clusters Score: Raw -288794.272376 + Penalty 1532.877477 = -287261.394899 nChanged 46 SP:Iteration 18Q (11271.783480 sec): 3 clusters Score: Raw -288824.235088 + Penalty 1532.877477 = -287291.357611 nChanged 44 SP:Iteration 19Q (11271.794788 sec): 3 clusters Score: Raw -288860.981713 + Penalty 1532.877477 = -287328.104235 nChanged 57 SP:Iteration 20F (11271.806276 sec): 3 clusters Score: Raw -288911.529408 + Penalty 1532.877477 = -287378.651931 nChanged 64 SP:Iteration 21Q (11271.817730 sec): 3 clusters Score: Raw -288966.401442 + Penalty 1532.877477 = -287433.523965 nChanged 63 SP:Iteration 22Q (11271.829444 sec): 3 clusters Score: Raw -289008.397956 + Penalty 1532.877477 = -287475.520479 nChanged 45 SP:Iteration 23Q (11271.840619 sec): 3 clusters Score: Raw -289034.764037 + Penalty 1532.877477 = -287501.886560 nChanged 31 SP:Iteration 24Q (11271.865973 sec): 3 clusters Score: Raw -289047.073856 + Penalty 1532.877477 = -287514.196379 nChanged 18 SP:Iteration 25Q (11271.877454 sec): 3 clusters Score: Raw -289054.729599 + Penalty 1532.877477 = -287521.852122 nChanged 14 SP:Iteration 26Q (11271.888560 sec): 3 clusters Score: Raw -289058.816385 + Penalty 1532.877477 = -287525.938908 nChanged 8 SP:Iteration 27Q (11271.899527 sec): 3 clusters Score: Raw -289060.170789 + Penalty 1532.877477 = -287527.293312 nChanged 4 SP:Iteration 28Q (11271.910595 sec): 3 clusters Score: Raw -289061.166156 + Penalty 1532.877477 = -287528.288679 nChanged 4 SP:Iteration 29Q (11271.921642 sec): 3 clusters Score: Raw -289062.178895 + Penalty 1532.877477 = -287529.301418 nChanged 5 SP:Iteration 30Q (11271.940382 sec): 3 clusters Score: Raw -289063.745873 + Penalty 1532.877477 = -287530.868396 nChanged 3 SP:Iteration 31Q (11271.951852 sec): 3 clusters Score: Raw -289064.680597 + Penalty 1532.877477 = -287531.803120 nChanged 2 SP:Iteration 32Q (11271.962816 sec): 3 clusters Score: Raw -289065.120945 + Penalty 1532.877477 = -287532.243468 nChanged 2 SP:Iteration 33Q (11271.973811 sec): 3 clusters Score: Raw -289065.740554 + Penalty 1532.877477 = -287532.863077 nChanged 1 SP:Iteration 34Q (11271.984882 sec): 3 clusters Score: Raw -289066.106393 + Penalty 1532.877477 = -287533.228915 nChanged 1 SP:Iteration 35Q (11271.995931 sec): 3 clusters Score: Raw -289066.297341 + Penalty 1532.877477 = -287533.419864 nChanged 1 SP:Iteration 36Q (11272.007008 sec): 3 clusters Score: Raw -289066.380434 + Penalty 1532.877477 = -287533.502957 nChanged 1 SP:Iteration 37Q (11272.018047 sec): 3 clusters Score: Raw -289066.723656 + Penalty 1532.877477 = -287533.846179 nChanged 1 SP:Iteration 38Q (11272.028966 sec): 3 clusters Score: Raw -289066.916916 + Penalty 1532.877477 = -287534.039439 nChanged 0 SP:Iteration 39F (11272.040797 sec): 3 clusters Score: Raw -289066.916916 + Penalty 1532.877477 = -287534.039439 nChanged 0 Trying to split cluster 31 (10389 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11272.066129 sec): 2 clusters Score: Raw -1001555.663322 + Penalty 878.607769 = -1000677.055552 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11272.092585 sec): 3 clusters Score: Raw -995368.370691 + Penalty 1757.215538 = -993611.155152 nChanged 4687 SP:Iteration 1F (11272.117895 sec): 3 clusters Score: Raw -997971.602435 + Penalty 1757.215538 = -996214.386897 nChanged 640 SP:Iteration 2F (11272.143465 sec): 3 clusters Score: Raw -998266.916204 + Penalty 1757.215538 = -996509.700665 nChanged 601 SP:Iteration 3F (11272.168954 sec): 3 clusters Score: Raw -998571.659529 + Penalty 1757.215538 = -996814.443991 nChanged 595 SP:Iteration 4F (11272.194014 sec): 3 clusters Score: Raw -998911.410737 + Penalty 1757.215538 = -997154.195198 nChanged 624 SP:Iteration 5F (11272.219256 sec): 3 clusters Score: Raw -999319.079115 + Penalty 1757.215538 = -997561.863576 nChanged 636 SP:Iteration 6F (11272.244533 sec): 3 clusters Score: Raw -999767.000177 + Penalty 1757.215538 = -998009.784639 nChanged 583 SP:Iteration 7F (11272.281182 sec): 3 clusters Score: Raw -1000202.837704 + Penalty 1757.215538 = -998445.622166 nChanged 490 SP:Iteration 8Q (11272.295691 sec): 3 clusters Score: Raw -1000590.619354 + Penalty 1757.215538 = -998833.403816 nChanged 389 SP:Iteration 9Q (11272.321058 sec): 3 clusters Score: Raw -1000920.628457 + Penalty 1757.215538 = -999163.412919 nChanged 291 SP:Iteration 10Q (11272.394288 sec): 3 clusters Score: Raw -1001178.383680 + Penalty 1757.215538 = -999421.168142 nChanged 197 SP:Iteration 11Q (11272.448261 sec): 3 clusters Score: Raw -1001335.740868 + Penalty 1757.215538 = -999578.525330 nChanged 125 SP:Iteration 12Q (11272.497126 sec): 3 clusters Score: Raw -1001431.458756 + Penalty 1757.215538 = -999674.243218 nChanged 94 SP:Iteration 13Q (11272.556428 sec): 3 clusters Score: Raw -1001497.523381 + Penalty 1757.215538 = -999740.307842 nChanged 74 SP:Iteration 14Q (11272.612947 sec): 3 clusters Score: Raw -1001547.289468 + Penalty 1757.215538 = -999790.073930 nChanged 59 SP:Iteration 15Q (11272.668626 sec): 3 clusters Score: Raw -1001576.994617 + Penalty 1757.215538 = -999819.779078 nChanged 37 SP:Iteration 16Q (11272.704609 sec): 3 clusters Score: Raw -1001596.584921 + Penalty 1757.215538 = -999839.369383 nChanged 35 SP:Iteration 17Q (11272.766710 sec): 3 clusters Score: Raw -1001609.314633 + Penalty 1757.215538 = -999852.099095 nChanged 22 SP:Iteration 18Q (11272.825431 sec): 3 clusters Score: Raw -1001615.553910 + Penalty 1757.215538 = -999858.338372 nChanged 15 SP:Iteration 19Q (11272.880943 sec): 3 clusters Score: Raw -1001620.974618 + Penalty 1757.215538 = -999863.759080 nChanged 16 SP:Iteration 20F (11272.937977 sec): 3 clusters Score: Raw -1001627.116701 + Penalty 1757.215538 = -999869.901163 nChanged 19 SP:Iteration 21Q (11272.992283 sec): 3 clusters Score: Raw -1001634.226753 + Penalty 1757.215538 = -999877.011215 nChanged 13 SP:Iteration 22Q (11273.038206 sec): 3 clusters Score: Raw -1001638.590438 + Penalty 1757.215538 = -999881.374899 nChanged 11 SP:Iteration 23Q (11273.103895 sec): 3 clusters Score: Raw -1001643.184108 + Penalty 1757.215538 = -999885.968570 nChanged 13 SP:Iteration 24Q (11273.164022 sec): 3 clusters Score: Raw -1001651.055499 + Penalty 1757.215538 = -999893.839961 nChanged 19 SP:Iteration 25Q (11273.219740 sec): 3 clusters Score: Raw -1001661.832158 + Penalty 1757.215538 = -999904.616620 nChanged 21 SP:Iteration 26Q (11273.271083 sec): 3 clusters Score: Raw -1001670.504131 + Penalty 1757.215538 = -999913.288593 nChanged 13 SP:Iteration 27Q (11273.316713 sec): 3 clusters Score: Raw -1001674.714397 + Penalty 1757.215538 = -999917.498859 nChanged 13 SP:Iteration 28Q (11273.375140 sec): 3 clusters Score: Raw -1001679.477929 + Penalty 1757.215538 = -999922.262391 nChanged 5 SP:Iteration 29Q (11273.442837 sec): 3 clusters Score: Raw -1001681.065878 + Penalty 1757.215538 = -999923.850339 nChanged 5 SP:Iteration 30Q (11273.502104 sec): 3 clusters Score: Raw -1001683.325874 + Penalty 1757.215538 = -999926.110335 nChanged 5 SP:Iteration 31Q (11273.555853 sec): 3 clusters Score: Raw -1001685.433294 + Penalty 1757.215538 = -999928.217755 nChanged 5 SP:Iteration 32Q (11273.607201 sec): 3 clusters Score: Raw -1001687.385854 + Penalty 1757.215538 = -999930.170316 nChanged 4 SP:Iteration 33Q (11273.652578 sec): 3 clusters Score: Raw -1001688.298466 + Penalty 1757.215538 = -999931.082927 nChanged 3 SP:Iteration 34Q (11273.706206 sec): 3 clusters Score: Raw -1001689.738896 + Penalty 1757.215538 = -999932.523357 nChanged 4 SP:Iteration 35Q (11273.768517 sec): 3 clusters Score: Raw -1001692.098144 + Penalty 1757.215538 = -999934.882606 nChanged 4 SP:Iteration 36Q (11273.824391 sec): 3 clusters Score: Raw -1001693.593475 + Penalty 1757.215538 = -999936.377937 nChanged 2 SP:Iteration 37Q (11273.884697 sec): 3 clusters Score: Raw -1001693.909280 + Penalty 1757.215538 = -999936.693741 nChanged 0 SP:Iteration 38F (11273.931232 sec): 3 clusters Score: Raw -1001693.909280 + Penalty 1757.215538 = -999936.693741 nChanged 0 Trying to split cluster 32 (318474 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11274.272366 sec): 2 clusters Score: Raw -30273730.743477 + Penalty 1203.773131 = -30272526.970346 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11274.703956 sec): 3 clusters Score: Raw -30058730.585123 + Penalty 2407.546262 = -30056323.038861 nChanged 156413 SP:Iteration 1F (11275.120203 sec): 3 clusters Score: Raw -30157102.817184 + Penalty 2407.546262 = -30154695.270921 nChanged 14341 SP:Iteration 2Q (11275.563304 sec): 3 clusters Score: Raw -30162359.943768 + Penalty 2407.546262 = -30159952.397506 nChanged 17192 SP:Iteration 3F (11276.006693 sec): 3 clusters Score: Raw -30170379.803672 + Penalty 2407.546262 = -30167972.257410 nChanged 20111 SP:Iteration 4F (11276.450635 sec): 3 clusters Score: Raw -30182050.286114 + Penalty 2407.546262 = -30179642.739852 nChanged 21904 SP:Iteration 5F (11276.893017 sec): 3 clusters Score: Raw -30197049.397720 + Penalty 2407.546262 = -30194641.851458 nChanged 21388 SP:Iteration 6F (11277.348298 sec): 3 clusters Score: Raw -30213337.481127 + Penalty 2407.546262 = -30210929.934865 nChanged 18479 SP:Iteration 7F (11277.781928 sec): 3 clusters Score: Raw -30228333.718168 + Penalty 2407.546262 = -30225926.171905 nChanged 14451 SP:Iteration 8Q (11278.221153 sec): 3 clusters Score: Raw -30239731.497143 + Penalty 2407.546262 = -30237323.950881 nChanged 10641 SP:Iteration 9Q (11278.676259 sec): 3 clusters Score: Raw -30247053.749826 + Penalty 2407.546262 = -30244646.203563 nChanged 7459 SP:Iteration 10Q (11279.119900 sec): 3 clusters Score: Raw -30251297.113927 + Penalty 2407.546262 = -30248889.567664 nChanged 5388 SP:Iteration 11Q (11279.545323 sec): 3 clusters Score: Raw -30254009.340660 + Penalty 2407.546262 = -30251601.794397 nChanged 4629 SP:Iteration 12Q (11279.975669 sec): 3 clusters Score: Raw -30256145.051230 + Penalty 2407.546262 = -30253737.504968 nChanged 4371 SP:Iteration 13Q (11280.400512 sec): 3 clusters Score: Raw -30258058.308581 + Penalty 2407.546262 = -30255650.762318 nChanged 4135 SP:Iteration 14Q (11280.821346 sec): 3 clusters Score: Raw -30259873.314225 + Penalty 2407.546262 = -30257465.767963 nChanged 3959 SP:Iteration 15Q (11281.237988 sec): 3 clusters Score: Raw -30261639.493568 + Penalty 2407.546262 = -30259231.947305 nChanged 3735 SP:Iteration 16Q (11281.646192 sec): 3 clusters Score: Raw -30263315.205062 + Penalty 2407.546262 = -30260907.658799 nChanged 3322 SP:Iteration 17Q (11282.031015 sec): 3 clusters Score: Raw -30264835.165557 + Penalty 2407.546262 = -30262427.619294 nChanged 3014 SP:Iteration 18Q (11282.419776 sec): 3 clusters Score: Raw -30266222.126864 + Penalty 2407.546262 = -30263814.580601 nChanged 2756 SP:Iteration 19Q (11282.814629 sec): 3 clusters Score: Raw -30267470.879046 + Penalty 2407.546262 = -30265063.332783 nChanged 2362 SP:Iteration 20F (11283.249543 sec): 3 clusters Score: Raw -30268526.506028 + Penalty 2407.546262 = -30266118.959765 nChanged 2095 SP:Iteration 21Q (11283.632085 sec): 3 clusters Score: Raw -30269494.889198 + Penalty 2407.546262 = -30267087.342936 nChanged 1893 SP:Iteration 22Q (11284.004024 sec): 3 clusters Score: Raw -30270410.087741 + Penalty 2407.546262 = -30268002.541479 nChanged 1684 SP:Iteration 23Q (11284.342410 sec): 3 clusters Score: Raw -30271243.942397 + Penalty 2407.546262 = -30268836.396134 nChanged 1425 SP:Iteration 24Q (11284.732987 sec): 3 clusters Score: Raw -30271961.300374 + Penalty 2407.546262 = -30269553.754111 nChanged 1166 SP:Iteration 25Q (11285.100565 sec): 3 clusters Score: Raw -30272549.699751 + Penalty 2407.546262 = -30270142.153488 nChanged 890 SP:Iteration 26Q (11285.449029 sec): 3 clusters Score: Raw -30272969.470296 + Penalty 2407.546262 = -30270561.924033 nChanged 660 SP:Iteration 27Q (11285.793421 sec): 3 clusters Score: Raw -30273257.137015 + Penalty 2407.546262 = -30270849.590752 nChanged 525 SP:Iteration 28Q (11286.114072 sec): 3 clusters Score: Raw -30273505.560407 + Penalty 2407.546262 = -30271098.014145 nChanged 412 SP:Iteration 29Q (11286.476785 sec): 3 clusters Score: Raw -30273716.503928 + Penalty 2407.546262 = -30271308.957666 nChanged 309 SP:Iteration 30Q (11286.846513 sec): 3 clusters Score: Raw -30273879.516091 + Penalty 2407.546262 = -30271471.969829 nChanged 242 SP:Iteration 31Q (11287.197713 sec): 3 clusters Score: Raw -30274009.798323 + Penalty 2407.546262 = -30271602.252060 nChanged 212 SP:Iteration 32Q (11287.561944 sec): 3 clusters Score: Raw -30274128.632150 + Penalty 2407.546262 = -30271721.085887 nChanged 170 SP:Iteration 33Q (11287.933911 sec): 3 clusters Score: Raw -30274208.123120 + Penalty 2407.546262 = -30271800.576857 nChanged 117 SP:Iteration 34Q (11288.290737 sec): 3 clusters Score: Raw -30274265.634039 + Penalty 2407.546262 = -30271858.087776 nChanged 92 SP:Iteration 35Q (11288.668773 sec): 3 clusters Score: Raw -30274306.808780 + Penalty 2407.546262 = -30271899.262518 nChanged 75 SP:Iteration 36Q (11289.040336 sec): 3 clusters Score: Raw -30274334.636209 + Penalty 2407.546262 = -30271927.089946 nChanged 54 SP:Iteration 37Q (11289.407658 sec): 3 clusters Score: Raw -30274349.047160 + Penalty 2407.546262 = -30271941.500898 nChanged 41 SP:Iteration 38Q (11289.778645 sec): 3 clusters Score: Raw -30274359.993210 + Penalty 2407.546262 = -30271952.446948 nChanged 41 SP:Iteration 39Q (11290.126458 sec): 3 clusters Score: Raw -30274371.724070 + Penalty 2407.546262 = -30271964.177808 nChanged 33 SP:Iteration 40F (11290.539281 sec): 3 clusters Score: Raw -30274403.753352 + Penalty 2407.546262 = -30271996.207090 nChanged 49 SP:Iteration 41Q (11290.872188 sec): 3 clusters Score: Raw -30274434.227729 + Penalty 2407.546262 = -30272026.681467 nChanged 70 SP:Iteration 42Q (11291.216045 sec): 3 clusters Score: Raw -30274464.858365 + Penalty 2407.546262 = -30272057.312102 nChanged 69 SP:Iteration 43Q (11291.570891 sec): 3 clusters Score: Raw -30274496.449382 + Penalty 2407.546262 = -30272088.903119 nChanged 79 SP:Iteration 44Q (11291.938673 sec): 3 clusters Score: Raw -30274529.115965 + Penalty 2407.546262 = -30272121.569703 nChanged 56 SP:Iteration 45Q (11292.303009 sec): 3 clusters Score: Raw -30274552.159449 + Penalty 2407.546262 = -30272144.613186 nChanged 63 SP:Iteration 46Q (11292.670466 sec): 3 clusters Score: Raw -30274575.979964 + Penalty 2407.546262 = -30272168.433702 nChanged 67 SP:Iteration 47Q (11293.021402 sec): 3 clusters Score: Raw -30274605.116640 + Penalty 2407.546262 = -30272197.570377 nChanged 67 SP:Iteration 48Q (11293.376799 sec): 3 clusters Score: Raw -30274633.248870 + Penalty 2407.546262 = -30272225.702608 nChanged 56 SP:Iteration 49Q (11293.730378 sec): 3 clusters Score: Raw -30274653.969368 + Penalty 2407.546262 = -30272246.423106 nChanged 57 SP:Iteration 50Q (11294.097909 sec): 3 clusters Score: Raw -30274676.363330 + Penalty 2407.546262 = -30272268.817067 nChanged 51 SP:Iteration 51Q (11294.473068 sec): 3 clusters Score: Raw -30274690.970317 + Penalty 2407.546262 = -30272283.424055 nChanged 38 SP:Iteration 52Q (11294.820640 sec): 3 clusters Score: Raw -30274701.644110 + Penalty 2407.546262 = -30272294.097848 nChanged 41 SP:Iteration 53Q (11295.185838 sec): 3 clusters Score: Raw -30274711.495867 + Penalty 2407.546262 = -30272303.949604 nChanged 36 SP:Iteration 54Q (11295.527057 sec): 3 clusters Score: Raw -30274720.174446 + Penalty 2407.546262 = -30272312.628184 nChanged 24 SP:Iteration 55Q (11295.854356 sec): 3 clusters Score: Raw -30274725.405740 + Penalty 2407.546262 = -30272317.859477 nChanged 18 SP:Iteration 56Q (11296.217696 sec): 3 clusters Score: Raw -30274728.510303 + Penalty 2407.546262 = -30272320.964041 nChanged 9 SP:Iteration 57Q (11296.597344 sec): 3 clusters Score: Raw -30274729.536544 + Penalty 2407.546262 = -30272321.990281 nChanged 9 SP:Iteration 58Q (11296.956274 sec): 3 clusters Score: Raw -30274730.405963 + Penalty 2407.546262 = -30272322.859701 nChanged 2 SP:Iteration 59Q (11297.327479 sec): 3 clusters Score: Raw -30274730.795815 + Penalty 2407.546262 = -30272323.249552 nChanged 3 SP:Iteration 60F (11297.768605 sec): 3 clusters Score: Raw -30274782.214707 + Penalty 2407.546262 = -30272374.668444 nChanged 52 SP:Iteration 61Q (11298.137794 sec): 3 clusters Score: Raw -30274841.995217 + Penalty 2407.546262 = -30272434.448955 nChanged 93 SP:Iteration 62Q (11298.484524 sec): 3 clusters Score: Raw -30274917.044978 + Penalty 2407.546262 = -30272509.498715 nChanged 127 SP:Iteration 63Q (11298.851151 sec): 3 clusters Score: Raw -30274990.619404 + Penalty 2407.546262 = -30272583.073141 nChanged 136 SP:Iteration 64Q (11299.214556 sec): 3 clusters Score: Raw -30275051.457673 + Penalty 2407.546262 = -30272643.911411 nChanged 128 SP:Iteration 65Q (11299.591250 sec): 3 clusters Score: Raw -30275112.649521 + Penalty 2407.546262 = -30272705.103258 nChanged 121 SP:Iteration 66Q (11299.970328 sec): 3 clusters Score: Raw -30275163.315795 + Penalty 2407.546262 = -30272755.769533 nChanged 108 SP:Iteration 67Q (11300.321772 sec): 3 clusters Score: Raw -30275193.860471 + Penalty 2407.546262 = -30272786.314208 nChanged 93 SP:Iteration 68Q (11300.670724 sec): 3 clusters Score: Raw -30275217.024511 + Penalty 2407.546262 = -30272809.478248 nChanged 61 SP:Iteration 69Q (11301.011829 sec): 3 clusters Score: Raw -30275229.968210 + Penalty 2407.546262 = -30272822.421948 nChanged 52 SP:Iteration 70Q (11301.350047 sec): 3 clusters Score: Raw -30275239.123232 + Penalty 2407.546262 = -30272831.576970 nChanged 41 SP:Iteration 71Q (11301.725043 sec): 3 clusters Score: Raw -30275244.846530 + Penalty 2407.546262 = -30272837.300268 nChanged 31 SP:Iteration 72Q (11302.090595 sec): 3 clusters Score: Raw -30275247.872968 + Penalty 2407.546262 = -30272840.326705 nChanged 19 SP:Iteration 73Q (11302.449987 sec): 3 clusters Score: Raw -30275249.866014 + Penalty 2407.546262 = -30272842.319751 nChanged 20 SP:Iteration 74Q (11302.814708 sec): 3 clusters Score: Raw -30275251.898872 + Penalty 2407.546262 = -30272844.352609 nChanged 14 SP:Iteration 75Q (11303.187113 sec): 3 clusters Score: Raw -30275253.227345 + Penalty 2407.546262 = -30272845.681083 nChanged 12 SP:Iteration 76Q (11303.560686 sec): 3 clusters Score: Raw -30275254.027213 + Penalty 2407.546262 = -30272846.480951 nChanged 6 SP:Iteration 77Q (11303.912324 sec): 3 clusters Score: Raw -30275254.465793 + Penalty 2407.546262 = -30272846.919531 nChanged 7 SP:Iteration 78Q (11304.286503 sec): 3 clusters Score: Raw -30275254.995195 + Penalty 2407.546262 = -30272847.448933 nChanged 7 SP:Iteration 79Q (11304.645774 sec): 3 clusters Score: Raw -30275255.438097 + Penalty 2407.546262 = -30272847.891835 nChanged 6 SP:Iteration 80F (11305.096426 sec): 3 clusters Score: Raw -30275333.392707 + Penalty 2407.546262 = -30272925.846445 nChanged 68 SP:Iteration 81Q (11305.448772 sec): 3 clusters Score: Raw -30275381.673456 + Penalty 2407.546262 = -30272974.127194 nChanged 79 SP:Iteration 82Q (11305.818495 sec): 3 clusters Score: Raw -30275410.692541 + Penalty 2407.546262 = -30273003.146278 nChanged 76 SP:Iteration 83Q (11306.160063 sec): 3 clusters Score: Raw -30275431.564648 + Penalty 2407.546262 = -30273024.018385 nChanged 81 SP:Iteration 84Q (11306.501777 sec): 3 clusters Score: Raw -30275450.548765 + Penalty 2407.546262 = -30273043.002503 nChanged 70 SP:Iteration 85Q (11306.845720 sec): 3 clusters Score: Raw -30275464.191064 + Penalty 2407.546262 = -30273056.644801 nChanged 59 SP:Iteration 86Q (11307.215421 sec): 3 clusters Score: Raw -30275474.217606 + Penalty 2407.546262 = -30273066.671344 nChanged 41 SP:Iteration 87Q (11307.600204 sec): 3 clusters Score: Raw -30275478.893160 + Penalty 2407.546262 = -30273071.346898 nChanged 34 SP:Iteration 88Q (11307.976046 sec): 3 clusters Score: Raw -30275483.321337 + Penalty 2407.546262 = -30273075.775074 nChanged 30 SP:Iteration 89Q (11308.341707 sec): 3 clusters Score: Raw -30275486.443638 + Penalty 2407.546262 = -30273078.897375 nChanged 23 SP:Iteration 90Q (11308.699267 sec): 3 clusters Score: Raw -30275488.746951 + Penalty 2407.546262 = -30273081.200689 nChanged 23 SP:Iteration 91Q (11309.064727 sec): 3 clusters Score: Raw -30275491.075607 + Penalty 2407.546262 = -30273083.529345 nChanged 19 SP:Iteration 92Q (11309.435159 sec): 3 clusters Score: Raw -30275492.764218 + Penalty 2407.546262 = -30273085.217956 nChanged 18 SP:Iteration 93Q (11309.783482 sec): 3 clusters Score: Raw -30275494.877708 + Penalty 2407.546262 = -30273087.331445 nChanged 14 SP:Iteration 94Q (11310.150284 sec): 3 clusters Score: Raw -30275495.638599 + Penalty 2407.546262 = -30273088.092336 nChanged 12 SP:Iteration 95Q (11310.498969 sec): 3 clusters Score: Raw -30275496.254285 + Penalty 2407.546262 = -30273088.708023 nChanged 10 SP:Iteration 96Q (11310.836051 sec): 3 clusters Score: Raw -30275496.836786 + Penalty 2407.546262 = -30273089.290524 nChanged 7 SP:Iteration 97Q (11311.175813 sec): 3 clusters Score: Raw -30275497.310010 + Penalty 2407.546262 = -30273089.763747 nChanged 5 SP:Iteration 98Q (11311.525041 sec): 3 clusters Score: Raw -30275497.924687 + Penalty 2407.546262 = -30273090.378425 nChanged 2 SP:Iteration 99Q (11311.889177 sec): 3 clusters Score: Raw -30275498.223387 + Penalty 2407.546262 = -30273090.677125 nChanged 3 SP:Iteration 100F (11312.329835 sec): 3 clusters Score: Raw -30275498.514512 + Penalty 2407.546262 = -30273090.968250 nChanged 8 SP:Iteration 101Q (11312.695872 sec): 3 clusters Score: Raw -30275499.015069 + Penalty 2407.546262 = -30273091.468807 nChanged 5 SP:Iteration 102Q (11313.075129 sec): 3 clusters Score: Raw -30275499.446411 + Penalty 2407.546262 = -30273091.900149 nChanged 3 SP:Iteration 103Q (11313.442192 sec): 3 clusters Score: Raw -30275499.577833 + Penalty 2407.546262 = -30273092.031570 nChanged 2 SP:Iteration 104Q (11313.808029 sec): 3 clusters Score: Raw -30275499.718715 + Penalty 2407.546262 = -30273092.172452 nChanged 3 SP:Iteration 105Q (11314.176641 sec): 3 clusters Score: Raw -30275499.826476 + Penalty 2407.546262 = -30273092.280214 nChanged 0 SP:Iteration 106F (11314.610221 sec): 3 clusters Score: Raw -30275499.826476 + Penalty 2407.546262 = -30273092.280214 nChanged 0 Score: Raw -89546160.504211 + Penalty 49805.239891 = -89496355.264320 Splitting cluster 32 changes total score from -89495578.234776 to -89496355.264320 So it's getting split into cluster 38. Trying to split cluster 33 (498 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11332.487697 sec): 2 clusters Score: Raw -38971.117384 + Penalty 590.007007 = -38381.110376 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11332.536771 sec): 3 clusters Score: Raw -38865.050425 + Penalty 1180.014015 = -37685.036410 nChanged 138 SP:Iteration 1F (11332.585814 sec): 3 clusters Score: Raw -39064.654375 + Penalty 1180.014015 = -37884.640361 nChanged 50 SP:Iteration 2F (11332.623975 sec): 3 clusters Score: Raw -39137.354291 + Penalty 1180.014015 = -37957.340277 nChanged 22 SP:Iteration 3Q (11332.672889 sec): 3 clusters Score: Raw -39169.142535 + Penalty 1180.014015 = -37989.128520 nChanged 20 SP:Iteration 4Q (11332.720217 sec): 3 clusters Score: Raw -39207.519840 + Penalty 1180.014015 = -38027.505826 nChanged 12 SP:Iteration 5Q (11332.769326 sec): 3 clusters Score: Raw -39222.333735 + Penalty 1180.014015 = -38042.319720 nChanged 8 SP:Iteration 6Q (11332.818284 sec): 3 clusters Score: Raw -39229.950981 + Penalty 1180.014015 = -38049.936967 nChanged 1 SP:Iteration 7Q (11332.863407 sec): 3 clusters Score: Raw -39230.705358 + Penalty 1180.014015 = -38050.691343 nChanged 0 SP:Iteration 8F (11332.912652 sec): 3 clusters Score: Raw -39230.705358 + Penalty 1180.014015 = -38050.691343 nChanged 0 Iteration 99Q (11346.061375 sec): 39 clusters Score: Raw -89547569.013822 + Penalty 49805.239891 = -89497763.773931 nChanged 3900 Iteration 100F (11364.046346 sec): 39 clusters Score: Raw -89548738.119602 + Penalty 49805.239891 = -89498932.879711 nChanged 3668 Iteration 101Q (11372.936876 sec): 39 clusters Score: Raw -89549383.401222 + Penalty 49805.239891 = -89499578.161331 nChanged 3031 Iteration 102Q (11381.425993 sec): 39 clusters Score: Raw -89549727.476048 + Penalty 49805.239891 = -89499922.236157 nChanged 2603 Iteration 103Q (11390.003983 sec): 39 clusters Score: Raw -89549966.186063 + Penalty 49805.239891 = -89500160.946172 nChanged 2337 Iteration 104Q (11398.956752 sec): 39 clusters Score: Raw -89550156.481259 + Penalty 49805.239891 = -89500351.241368 nChanged 2224 Iteration 105Q (11408.058217 sec): 39 clusters Score: Raw -89550321.803893 + Penalty 49805.239891 = -89500516.564002 nChanged 2150 Iteration 106Q (11417.054111 sec): 39 clusters Score: Raw -89550466.567904 + Penalty 49805.239891 = -89500661.328013 nChanged 1989 Iteration 107Q (11425.611257 sec): 39 clusters Score: Raw -89550594.195563 + Penalty 49805.239891 = -89500788.955672 nChanged 1944 Iteration 108Q (11434.074568 sec): 39 clusters Score: Raw -89550713.373676 + Penalty 49805.239891 = -89500908.133785 nChanged 1889 Iteration 109Q (11442.820364 sec): 39 clusters Score: Raw -89550832.851659 + Penalty 49805.239891 = -89501027.611768 nChanged 1885 Iteration 110Q (11451.096554 sec): 39 clusters Score: Raw -89550950.350092 + Penalty 49805.239891 = -89501145.110201 nChanged 1791 Iteration 111Q (11460.121998 sec): 39 clusters Score: Raw -89551058.547732 + Penalty 49805.239891 = -89501253.307841 nChanged 1705 Iteration 112Q (11469.131785 sec): 39 clusters Score: Raw -89551155.628581 + Penalty 49805.239891 = -89501350.388690 nChanged 1723 Iteration 113Q (11477.679252 sec): 39 clusters Score: Raw -89551254.610473 + Penalty 49805.239891 = -89501449.370582 nChanged 1717 Iteration 114Q (11486.076340 sec): 39 clusters Score: Raw -89551357.314288 + Penalty 49805.239891 = -89501552.074397 nChanged 1657 Iteration 115Q (11494.899775 sec): 39 clusters Score: Raw -89551451.461026 + Penalty 49805.239891 = -89501646.221135 nChanged 1674 Iteration 116Q (11503.988237 sec): 39 clusters Score: Raw -89551540.344713 + Penalty 49805.239891 = -89501735.104822 nChanged 1617 Iteration 117Q (11513.049278 sec): 39 clusters Score: Raw -89551619.988137 + Penalty 49805.239891 = -89501814.748246 nChanged 1484 Iteration 118Q (11521.755792 sec): 39 clusters Score: Raw -89551691.118469 + Penalty 49805.239891 = -89501885.878578 nChanged 1386 Iteration 119Q (11530.176308 sec): 39 clusters Score: Raw -89551757.497531 + Penalty 49805.239891 = -89501952.257640 nChanged 1366 Iteration 120F (11548.147621 sec): 39 clusters Score: Raw -89551821.210280 + Penalty 49805.239891 = -89502015.970389 nChanged 1317 Iteration 121Q (11556.741614 sec): 39 clusters Score: Raw -89551882.906392 + Penalty 49805.239891 = -89502077.666501 nChanged 1272 Iteration 122Q (11565.373453 sec): 39 clusters Score: Raw -89551937.917207 + Penalty 49805.239891 = -89502132.677317 nChanged 1211 Iteration 123Q (11574.397677 sec): 39 clusters Score: Raw -89551989.465971 + Penalty 49805.239891 = -89502184.226080 nChanged 1223 Iteration 124Q (11583.497464 sec): 39 clusters Score: Raw -89552038.631877 + Penalty 49805.239891 = -89502233.391986 nChanged 1143 Iteration 125Q (11592.464056 sec): 39 clusters Score: Raw -89552082.736672 + Penalty 49805.239891 = -89502277.496781 nChanged 1136 Iteration 126Q (11601.084557 sec): 39 clusters Score: Raw -89552130.736994 + Penalty 49805.239891 = -89502325.497103 nChanged 1137 Iteration 127Q (11609.511199 sec): 39 clusters Score: Raw -89552177.244769 + Penalty 49805.239891 = -89502372.004878 nChanged 1050 Iteration 128Q (11618.380577 sec): 39 clusters Score: Raw -89552217.856204 + Penalty 49805.239891 = -89502412.616313 nChanged 967 Iteration 129Q (11627.479499 sec): 39 clusters Score: Raw -89552256.792313 + Penalty 49805.239891 = -89502451.552422 nChanged 975 Iteration 130Q (11636.582823 sec): 39 clusters Score: Raw -89552296.342295 + Penalty 49805.239891 = -89502491.102404 nChanged 922 Iteration 131Q (11645.236271 sec): 39 clusters Score: Raw -89552334.407801 + Penalty 49805.239891 = -89502529.167910 nChanged 911 Iteration 132Q (11653.634214 sec): 39 clusters Score: Raw -89552369.608156 + Penalty 49805.239891 = -89502564.368265 nChanged 861 Iteration 133Q (11662.612083 sec): 39 clusters Score: Raw -89552403.679348 + Penalty 49805.239891 = -89502598.439457 nChanged 866 Iteration 134Q (11671.659366 sec): 39 clusters Score: Raw -89552439.225402 + Penalty 49805.239891 = -89502633.985511 nChanged 835 Iteration 135Q (11680.004920 sec): 39 clusters Score: Raw -89552471.960396 + Penalty 49805.239891 = -89502666.720505 nChanged 811 Iteration 136Q (11688.851140 sec): 39 clusters Score: Raw -89552503.522006 + Penalty 49805.239891 = -89502698.282115 nChanged 787 Iteration 137Q (11697.414409 sec): 39 clusters Score: Raw -89552535.160489 + Penalty 49805.239891 = -89502729.920598 nChanged 790 Iteration 138Q (11705.807785 sec): 39 clusters Score: Raw -89552568.088701 + Penalty 49805.239891 = -89502762.848810 nChanged 777 Writing temp clu file Because OldScore, -89502729.920598, is greater than current (better) Score,-89502762.848810 Compute initial score before splitting: Score: Raw -89552568.088701 + Penalty 49805.239891 = -89502762.848810 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11706.114400 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11706.118625 sec): 3 clusters Score: Raw -102458.147048 + Penalty 1314.552092 = -101143.594956 nChanged 346 SP:Iteration 1F (11706.122797 sec): 3 clusters Score: Raw -102673.131155 + Penalty 1314.552092 = -101358.579064 nChanged 68 SP:Iteration 2F (11706.126874 sec): 3 clusters Score: Raw -102719.433915 + Penalty 1314.552092 = -101404.881823 nChanged 39 SP:Iteration 3Q (11706.130985 sec): 3 clusters Score: Raw -102759.862659 + Penalty 1314.552092 = -101445.310567 nChanged 41 SP:Iteration 4Q (11706.135082 sec): 3 clusters Score: Raw -102795.522418 + Penalty 1314.552092 = -101480.970327 nChanged 35 SP:Iteration 5Q (11706.139196 sec): 3 clusters Score: Raw -102827.339394 + Penalty 1314.552092 = -101512.787302 nChanged 29 SP:Iteration 6Q (11706.143291 sec): 3 clusters Score: Raw -102848.804866 + Penalty 1314.552092 = -101534.252774 nChanged 17 SP:Iteration 7Q (11706.147383 sec): 3 clusters Score: Raw -102859.411268 + Penalty 1314.552092 = -101544.859176 nChanged 9 SP:Iteration 8Q (11706.151503 sec): 3 clusters Score: Raw -102865.065732 + Penalty 1314.552092 = -101550.513640 nChanged 5 SP:Iteration 9Q (11706.155583 sec): 3 clusters Score: Raw -102866.811618 + Penalty 1314.552092 = -101552.259526 nChanged 5 SP:Iteration 10Q (11706.159679 sec): 3 clusters Score: Raw -102868.778598 + Penalty 1314.552092 = -101554.226507 nChanged 4 SP:Iteration 11Q (11706.163802 sec): 3 clusters Score: Raw -102871.997829 + Penalty 1314.552092 = -101557.445737 nChanged 4 SP:Iteration 12Q (11706.167902 sec): 3 clusters Score: Raw -102875.004139 + Penalty 1314.552092 = -101560.452047 nChanged 5 SP:Iteration 13Q (11706.171982 sec): 3 clusters Score: Raw -102878.934760 + Penalty 1314.552092 = -101564.382668 nChanged 5 SP:Iteration 14Q (11706.176061 sec): 3 clusters Score: Raw -102884.433606 + Penalty 1314.552092 = -101569.881514 nChanged 4 SP:Iteration 15Q (11706.180238 sec): 3 clusters Score: Raw -102887.625020 + Penalty 1314.552092 = -101573.072928 nChanged 5 SP:Iteration 16Q (11706.184374 sec): 3 clusters Score: Raw -102890.900516 + Penalty 1314.552092 = -101576.348425 nChanged 5 SP:Iteration 17Q (11706.188485 sec): 3 clusters Score: Raw -102893.981110 + Penalty 1314.552092 = -101579.429019 nChanged 7 SP:Iteration 18Q (11706.192526 sec): 3 clusters Score: Raw -102900.448786 + Penalty 1314.552092 = -101585.896695 nChanged 13 SP:Iteration 19Q (11706.196618 sec): 3 clusters Score: Raw -102912.917134 + Penalty 1314.552092 = -101598.365043 nChanged 15 SP:Iteration 20F (11706.200735 sec): 3 clusters Score: Raw -102924.841387 + Penalty 1314.552092 = -101610.289296 nChanged 11 SP:Iteration 21Q (11706.204807 sec): 3 clusters Score: Raw -102932.889608 + Penalty 1314.552092 = -101618.337516 nChanged 9 SP:Iteration 22Q (11706.208852 sec): 3 clusters Score: Raw -102941.923891 + Penalty 1314.552092 = -101627.371799 nChanged 10 SP:Iteration 23Q (11706.212920 sec): 3 clusters Score: Raw -102950.553150 + Penalty 1314.552092 = -101636.001058 nChanged 11 SP:Iteration 24Q (11706.253287 sec): 3 clusters Score: Raw -102960.362333 + Penalty 1314.552092 = -101645.810242 nChanged 14 SP:Iteration 25Q (11706.294516 sec): 3 clusters Score: Raw -102972.549141 + Penalty 1314.552092 = -101657.997050 nChanged 9 SP:Iteration 26Q (11706.345202 sec): 3 clusters Score: Raw -102979.580082 + Penalty 1314.552092 = -101665.027990 nChanged 15 SP:Iteration 27Q (11706.388054 sec): 3 clusters Score: Raw -102993.311374 + Penalty 1314.552092 = -101678.759283 nChanged 8 SP:Iteration 28Q (11706.437869 sec): 3 clusters Score: Raw -102999.651033 + Penalty 1314.552092 = -101685.098941 nChanged 9 SP:Iteration 29Q (11706.484515 sec): 3 clusters Score: Raw -103005.481600 + Penalty 1314.552092 = -101690.929508 nChanged 5 SP:Iteration 30Q (11706.530598 sec): 3 clusters Score: Raw -103009.066217 + Penalty 1314.552092 = -101694.514126 nChanged 2 SP:Iteration 31Q (11706.580853 sec): 3 clusters Score: Raw -103011.826918 + Penalty 1314.552092 = -101697.274826 nChanged 2 SP:Iteration 32Q (11706.624711 sec): 3 clusters Score: Raw -103012.626714 + Penalty 1314.552092 = -101698.074622 nChanged 3 SP:Iteration 33Q (11706.674575 sec): 3 clusters Score: Raw -103015.415844 + Penalty 1314.552092 = -101700.863752 nChanged 5 SP:Iteration 34Q (11706.732772 sec): 3 clusters Score: Raw -103020.295625 + Penalty 1314.552092 = -101705.743534 nChanged 4 SP:Iteration 35Q (11706.770876 sec): 3 clusters Score: Raw -103027.481969 + Penalty 1314.552092 = -101712.929878 nChanged 5 SP:Iteration 36Q (11706.815419 sec): 3 clusters Score: Raw -103030.038167 + Penalty 1314.552092 = -101715.486075 nChanged 2 SP:Iteration 37Q (11706.859493 sec): 3 clusters Score: Raw -103030.983543 + Penalty 1314.552092 = -101716.431451 nChanged 1 SP:Iteration 38Q (11706.909326 sec): 3 clusters Score: Raw -103032.266998 + Penalty 1314.552092 = -101717.714906 nChanged 1 SP:Iteration 39Q (11706.955937 sec): 3 clusters Score: Raw -103032.460949 + Penalty 1314.552092 = -101717.908858 nChanged 0 SP:Iteration 40F (11707.006323 sec): 3 clusters Score: Raw -103032.460949 + Penalty 1314.552092 = -101717.908858 nChanged 0 Trying to split cluster 2 (695 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11707.031714 sec): 2 clusters Score: Raw -70712.282203 + Penalty 621.671625 = -70090.610578 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11707.081861 sec): 3 clusters Score: Raw -70454.226916 + Penalty 1243.343251 = -69210.883665 nChanged 223 SP:Iteration 1F (11707.143630 sec): 3 clusters Score: Raw -70615.296330 + Penalty 1243.343251 = -69371.953079 nChanged 44 SP:Iteration 2F (11707.180363 sec): 3 clusters Score: Raw -70662.961033 + Penalty 1243.343251 = -69419.617782 nChanged 33 SP:Iteration 3Q (11707.227105 sec): 3 clusters Score: Raw -70702.290472 + Penalty 1243.343251 = -69458.947221 nChanged 25 SP:Iteration 4Q (11707.270422 sec): 3 clusters Score: Raw -70732.733929 + Penalty 1243.343251 = -69489.390678 nChanged 24 SP:Iteration 5Q (11707.320878 sec): 3 clusters Score: Raw -70753.230134 + Penalty 1243.343251 = -69509.886883 nChanged 10 SP:Iteration 6Q (11707.371470 sec): 3 clusters Score: Raw -70761.058214 + Penalty 1243.343251 = -69517.714964 nChanged 5 SP:Iteration 7Q (11707.422614 sec): 3 clusters Score: Raw -70767.637894 + Penalty 1243.343251 = -69524.294643 nChanged 9 SP:Iteration 8Q (11707.473756 sec): 3 clusters Score: Raw -70772.426552 + Penalty 1243.343251 = -69529.083302 nChanged 4 SP:Iteration 9Q (11707.524655 sec): 3 clusters Score: Raw -70775.985630 + Penalty 1243.343251 = -69532.642380 nChanged 2 SP:Iteration 10Q (11707.575508 sec): 3 clusters Score: Raw -70776.762830 + Penalty 1243.343251 = -69533.419580 nChanged 1 SP:Iteration 11Q (11707.624258 sec): 3 clusters Score: Raw -70776.954636 + Penalty 1243.343251 = -69533.611386 nChanged 0 SP:Iteration 12F (11707.672586 sec): 3 clusters Score: Raw -70776.954636 + Penalty 1243.343251 = -69533.611386 nChanged 0 Trying to split cluster 3 (41081 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11707.739663 sec): 2 clusters Score: Raw -3629379.884581 + Penalty 1009.213596 = -3628370.670985 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11707.842590 sec): 3 clusters Score: Raw -3603087.975848 + Penalty 2018.427191 = -3601069.548657 nChanged 19375 SP:Iteration 1F (11707.939249 sec): 3 clusters Score: Raw -3614377.915053 + Penalty 2018.427191 = -3612359.487862 nChanged 2048 SP:Iteration 2Q (11708.038738 sec): 3 clusters Score: Raw -3615296.705367 + Penalty 2018.427191 = -3613278.278176 nChanged 2585 SP:Iteration 3F (11708.134379 sec): 3 clusters Score: Raw -3616870.396330 + Penalty 2018.427191 = -3614851.969139 nChanged 3266 SP:Iteration 4F (11708.231734 sec): 3 clusters Score: Raw -3619330.038446 + Penalty 2018.427191 = -3617311.611255 nChanged 3622 SP:Iteration 5F (11708.323891 sec): 3 clusters Score: Raw -3622486.600644 + Penalty 2018.427191 = -3620468.173453 nChanged 3179 SP:Iteration 6F (11708.423519 sec): 3 clusters Score: Raw -3625346.400770 + Penalty 2018.427191 = -3623327.973579 nChanged 2302 SP:Iteration 7F (11708.505153 sec): 3 clusters Score: Raw -3627642.561360 + Penalty 2018.427191 = -3625624.134168 nChanged 1258 SP:Iteration 8Q (11708.601785 sec): 3 clusters Score: Raw -3629009.173415 + Penalty 2018.427191 = -3626990.746224 nChanged 706 SP:Iteration 9Q (11708.691952 sec): 3 clusters Score: Raw -3629535.981329 + Penalty 2018.427191 = -3627517.554138 nChanged 450 SP:Iteration 10Q (11708.777754 sec): 3 clusters Score: Raw -3629771.740548 + Penalty 2018.427191 = -3627753.313357 nChanged 356 SP:Iteration 11Q (11708.868908 sec): 3 clusters Score: Raw -3629916.379841 + Penalty 2018.427191 = -3627897.952650 nChanged 269 SP:Iteration 12Q (11708.946675 sec): 3 clusters Score: Raw -3630013.199609 + Penalty 2018.427191 = -3627994.772417 nChanged 225 SP:Iteration 13Q (11709.040957 sec): 3 clusters Score: Raw -3630089.271148 + Penalty 2018.427191 = -3628070.843957 nChanged 195 SP:Iteration 14Q (11709.136192 sec): 3 clusters Score: Raw -3630138.715634 + Penalty 2018.427191 = -3628120.288443 nChanged 155 SP:Iteration 15Q (11709.232584 sec): 3 clusters Score: Raw -3630170.896886 + Penalty 2018.427191 = -3628152.469694 nChanged 113 SP:Iteration 16Q (11709.314887 sec): 3 clusters Score: Raw -3630189.919178 + Penalty 2018.427191 = -3628171.491987 nChanged 102 SP:Iteration 17Q (11709.401689 sec): 3 clusters Score: Raw -3630207.213418 + Penalty 2018.427191 = -3628188.786226 nChanged 89 SP:Iteration 18Q (11709.496371 sec): 3 clusters Score: Raw -3630220.509181 + Penalty 2018.427191 = -3628202.081990 nChanged 85 SP:Iteration 19Q (11709.589278 sec): 3 clusters Score: Raw -3630232.329033 + Penalty 2018.427191 = -3628213.901842 nChanged 79 SP:Iteration 20F (11709.677755 sec): 3 clusters Score: Raw -3630243.938172 + Penalty 2018.427191 = -3628225.510981 nChanged 77 SP:Iteration 21Q (11709.781505 sec): 3 clusters Score: Raw -3630255.784070 + Penalty 2018.427191 = -3628237.356879 nChanged 79 SP:Iteration 22Q (11709.876132 sec): 3 clusters Score: Raw -3630267.538482 + Penalty 2018.427191 = -3628249.111291 nChanged 88 SP:Iteration 23Q (11709.970666 sec): 3 clusters Score: Raw -3630281.501943 + Penalty 2018.427191 = -3628263.074752 nChanged 78 SP:Iteration 24Q (11710.053935 sec): 3 clusters Score: Raw -3630294.983475 + Penalty 2018.427191 = -3628276.556284 nChanged 83 SP:Iteration 25Q (11710.137418 sec): 3 clusters Score: Raw -3630306.256623 + Penalty 2018.427191 = -3628287.829431 nChanged 64 SP:Iteration 26Q (11710.231496 sec): 3 clusters Score: Raw -3630314.877818 + Penalty 2018.427191 = -3628296.450627 nChanged 61 SP:Iteration 27Q (11710.327830 sec): 3 clusters Score: Raw -3630321.946871 + Penalty 2018.427191 = -3628303.519680 nChanged 57 SP:Iteration 28Q (11710.412814 sec): 3 clusters Score: Raw -3630328.380999 + Penalty 2018.427191 = -3628309.953807 nChanged 51 SP:Iteration 29Q (11710.497098 sec): 3 clusters Score: Raw -3630334.263829 + Penalty 2018.427191 = -3628315.836638 nChanged 43 SP:Iteration 30Q (11710.600939 sec): 3 clusters Score: Raw -3630338.156537 + Penalty 2018.427191 = -3628319.729345 nChanged 34 SP:Iteration 31Q (11710.694615 sec): 3 clusters Score: Raw -3630341.205093 + Penalty 2018.427191 = -3628322.777902 nChanged 32 SP:Iteration 32Q (11710.778281 sec): 3 clusters Score: Raw -3630344.054489 + Penalty 2018.427191 = -3628325.627298 nChanged 33 SP:Iteration 33Q (11710.879767 sec): 3 clusters Score: Raw -3630346.410354 + Penalty 2018.427191 = -3628327.983163 nChanged 16 SP:Iteration 34Q (11710.972216 sec): 3 clusters Score: Raw -3630347.375025 + Penalty 2018.427191 = -3628328.947833 nChanged 14 SP:Iteration 35Q (11711.068026 sec): 3 clusters Score: Raw -3630348.109442 + Penalty 2018.427191 = -3628329.682251 nChanged 12 SP:Iteration 36Q (11711.162388 sec): 3 clusters Score: Raw -3630348.851397 + Penalty 2018.427191 = -3628330.424206 nChanged 13 SP:Iteration 37Q (11711.255424 sec): 3 clusters Score: Raw -3630349.734685 + Penalty 2018.427191 = -3628331.307493 nChanged 5 SP:Iteration 38Q (11711.350011 sec): 3 clusters Score: Raw -3630350.109179 + Penalty 2018.427191 = -3628331.681988 nChanged 7 SP:Iteration 39Q (11711.444209 sec): 3 clusters Score: Raw -3630350.471797 + Penalty 2018.427191 = -3628332.044606 nChanged 5 SP:Iteration 40F (11711.544240 sec): 3 clusters Score: Raw -3630350.909564 + Penalty 2018.427191 = -3628332.482373 nChanged 14 SP:Iteration 41Q (11711.639021 sec): 3 clusters Score: Raw -3630351.701236 + Penalty 2018.427191 = -3628333.274044 nChanged 11 SP:Iteration 42Q (11711.729272 sec): 3 clusters Score: Raw -3630352.321767 + Penalty 2018.427191 = -3628333.894576 nChanged 9 SP:Iteration 43Q (11711.825701 sec): 3 clusters Score: Raw -3630352.836258 + Penalty 2018.427191 = -3628334.409067 nChanged 8 SP:Iteration 44Q (11711.920609 sec): 3 clusters Score: Raw -3630353.282428 + Penalty 2018.427191 = -3628334.855236 nChanged 8 SP:Iteration 45Q (11712.014547 sec): 3 clusters Score: Raw -3630353.613772 + Penalty 2018.427191 = -3628335.186581 nChanged 2 SP:Iteration 46Q (11712.109146 sec): 3 clusters Score: Raw -3630353.658383 + Penalty 2018.427191 = -3628335.231192 nChanged 3 SP:Iteration 47Q (11712.191694 sec): 3 clusters Score: Raw -3630354.008340 + Penalty 2018.427191 = -3628335.581149 nChanged 8 SP:Iteration 48Q (11712.299891 sec): 3 clusters Score: Raw -3630354.568667 + Penalty 2018.427191 = -3628336.141476 nChanged 7 SP:Iteration 49Q (11712.393371 sec): 3 clusters Score: Raw -3630354.924246 + Penalty 2018.427191 = -3628336.497055 nChanged 6 SP:Iteration 50Q (11712.484725 sec): 3 clusters Score: Raw -3630355.353388 + Penalty 2018.427191 = -3628336.926197 nChanged 9 SP:Iteration 51Q (11712.581761 sec): 3 clusters Score: Raw -3630356.233048 + Penalty 2018.427191 = -3628337.805857 nChanged 13 SP:Iteration 52Q (11712.675320 sec): 3 clusters Score: Raw -3630357.156178 + Penalty 2018.427191 = -3628338.728987 nChanged 10 SP:Iteration 53Q (11712.767743 sec): 3 clusters Score: Raw -3630358.204433 + Penalty 2018.427191 = -3628339.777242 nChanged 14 SP:Iteration 54Q (11712.854506 sec): 3 clusters Score: Raw -3630359.473721 + Penalty 2018.427191 = -3628341.046529 nChanged 11 SP:Iteration 55Q (11712.947862 sec): 3 clusters Score: Raw -3630360.388648 + Penalty 2018.427191 = -3628341.961457 nChanged 9 SP:Iteration 56Q (11713.042326 sec): 3 clusters Score: Raw -3630361.287223 + Penalty 2018.427191 = -3628342.860032 nChanged 7 SP:Iteration 57Q (11713.138788 sec): 3 clusters Score: Raw -3630362.260526 + Penalty 2018.427191 = -3628343.833335 nChanged 12 SP:Iteration 58Q (11713.236398 sec): 3 clusters Score: Raw -3630363.358330 + Penalty 2018.427191 = -3628344.931139 nChanged 12 SP:Iteration 59Q (11713.337212 sec): 3 clusters Score: Raw -3630364.163387 + Penalty 2018.427191 = -3628345.736196 nChanged 11 SP:Iteration 60F (11713.431821 sec): 3 clusters Score: Raw -3630365.217345 + Penalty 2018.427191 = -3628346.790154 nChanged 15 SP:Iteration 61Q (11713.520109 sec): 3 clusters Score: Raw -3630366.823060 + Penalty 2018.427191 = -3628348.395869 nChanged 16 SP:Iteration 62Q (11713.628425 sec): 3 clusters Score: Raw -3630368.456371 + Penalty 2018.427191 = -3628350.029179 nChanged 24 SP:Iteration 63Q (11713.708723 sec): 3 clusters Score: Raw -3630370.660594 + Penalty 2018.427191 = -3628352.233403 nChanged 25 SP:Iteration 64Q (11713.805099 sec): 3 clusters Score: Raw -3630374.667600 + Penalty 2018.427191 = -3628356.240409 nChanged 31 SP:Iteration 65Q (11713.900472 sec): 3 clusters Score: Raw -3630378.594013 + Penalty 2018.427191 = -3628360.166822 nChanged 29 SP:Iteration 66Q (11713.995440 sec): 3 clusters Score: Raw -3630381.663687 + Penalty 2018.427191 = -3628363.236496 nChanged 33 SP:Iteration 67Q (11714.088304 sec): 3 clusters Score: Raw -3630384.919514 + Penalty 2018.427191 = -3628366.492323 nChanged 20 SP:Iteration 68Q (11714.185657 sec): 3 clusters Score: Raw -3630386.804184 + Penalty 2018.427191 = -3628368.376992 nChanged 16 SP:Iteration 69Q (11714.277907 sec): 3 clusters Score: Raw -3630387.780093 + Penalty 2018.427191 = -3628369.352902 nChanged 11 SP:Iteration 70Q (11714.370861 sec): 3 clusters Score: Raw -3630388.686416 + Penalty 2018.427191 = -3628370.259225 nChanged 14 SP:Iteration 71Q (11714.450887 sec): 3 clusters Score: Raw -3630389.814916 + Penalty 2018.427191 = -3628371.387725 nChanged 17 SP:Iteration 72Q (11714.550810 sec): 3 clusters Score: Raw -3630391.305314 + Penalty 2018.427191 = -3628372.878123 nChanged 15 SP:Iteration 73Q (11714.650644 sec): 3 clusters Score: Raw -3630392.686049 + Penalty 2018.427191 = -3628374.258858 nChanged 20 SP:Iteration 74Q (11714.733759 sec): 3 clusters Score: Raw -3630395.148288 + Penalty 2018.427191 = -3628376.721097 nChanged 24 SP:Iteration 75Q (11714.829746 sec): 3 clusters Score: Raw -3630397.586648 + Penalty 2018.427191 = -3628379.159456 nChanged 19 SP:Iteration 76Q (11714.932310 sec): 3 clusters Score: Raw -3630399.041160 + Penalty 2018.427191 = -3628380.613968 nChanged 13 SP:Iteration 77Q (11715.022578 sec): 3 clusters Score: Raw -3630400.439968 + Penalty 2018.427191 = -3628382.012777 nChanged 17 SP:Iteration 78Q (11715.107534 sec): 3 clusters Score: Raw -3630402.413546 + Penalty 2018.427191 = -3628383.986355 nChanged 15 SP:Iteration 79Q (11715.197501 sec): 3 clusters Score: Raw -3630404.058761 + Penalty 2018.427191 = -3628385.631570 nChanged 15 SP:Iteration 80F (11715.289614 sec): 3 clusters Score: Raw -3630405.248816 + Penalty 2018.427191 = -3628386.821625 nChanged 13 SP:Iteration 81Q (11715.376969 sec): 3 clusters Score: Raw -3630406.619775 + Penalty 2018.427191 = -3628388.192584 nChanged 11 SP:Iteration 82Q (11715.462222 sec): 3 clusters Score: Raw -3630407.959199 + Penalty 2018.427191 = -3628389.532008 nChanged 11 SP:Iteration 83Q (11715.551043 sec): 3 clusters Score: Raw -3630408.839556 + Penalty 2018.427191 = -3628390.412364 nChanged 9 SP:Iteration 84Q (11715.644395 sec): 3 clusters Score: Raw -3630409.285727 + Penalty 2018.427191 = -3628390.858536 nChanged 7 SP:Iteration 85Q (11715.735531 sec): 3 clusters Score: Raw -3630409.741202 + Penalty 2018.427191 = -3628391.314010 nChanged 7 SP:Iteration 86Q (11715.824485 sec): 3 clusters Score: Raw -3630410.161332 + Penalty 2018.427191 = -3628391.734141 nChanged 6 SP:Iteration 87Q (11715.906160 sec): 3 clusters Score: Raw -3630410.492798 + Penalty 2018.427191 = -3628392.065607 nChanged 2 SP:Iteration 88Q (11715.981787 sec): 3 clusters Score: Raw -3630410.583934 + Penalty 2018.427191 = -3628392.156743 nChanged 1 SP:Iteration 89Q (11716.071210 sec): 3 clusters Score: Raw -3630410.621497 + Penalty 2018.427191 = -3628392.194306 nChanged 0 SP:Iteration 90F (11716.164847 sec): 3 clusters Score: Raw -3630410.621497 + Penalty 2018.427191 = -3628392.194306 nChanged 0 Score: Raw -89553619.388584 + Penalty 51115.904099 = -89502503.484485 Splitting cluster 3 changes total score from -89502762.848810 to -89502503.484485 So it's not getting split. Trying to split cluster 4 (10206 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11734.339888 sec): 2 clusters Score: Raw -952215.885770 + Penalty 876.919451 = -951338.966319 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11734.399481 sec): 3 clusters Score: Raw -946252.783210 + Penalty 1753.838902 = -944498.944309 nChanged 4484 SP:Iteration 1F (11734.459383 sec): 3 clusters Score: Raw -948661.612251 + Penalty 1753.838902 = -946907.773350 nChanged 539 SP:Iteration 2F (11734.517878 sec): 3 clusters Score: Raw -948864.072730 + Penalty 1753.838902 = -947110.233828 nChanged 471 SP:Iteration 3Q (11734.580280 sec): 3 clusters Score: Raw -949048.233430 + Penalty 1753.838902 = -947294.394529 nChanged 438 SP:Iteration 4Q (11734.641981 sec): 3 clusters Score: Raw -949236.339692 + Penalty 1753.838902 = -947482.500790 nChanged 461 SP:Iteration 5Q (11734.693773 sec): 3 clusters Score: Raw -949473.439593 + Penalty 1753.838902 = -947719.600691 nChanged 506 SP:Iteration 6Q (11734.765136 sec): 3 clusters Score: Raw -949770.149982 + Penalty 1753.838902 = -948016.311081 nChanged 550 SP:Iteration 7F (11734.825667 sec): 3 clusters Score: Raw -950147.377110 + Penalty 1753.838902 = -948393.538209 nChanged 590 SP:Iteration 8F (11734.885975 sec): 3 clusters Score: Raw -950595.870808 + Penalty 1753.838902 = -948842.031906 nChanged 563 SP:Iteration 9F (11734.937149 sec): 3 clusters Score: Raw -951063.226649 + Penalty 1753.838902 = -949309.387747 nChanged 428 SP:Iteration 10Q (11735.008071 sec): 3 clusters Score: Raw -951382.131017 + Penalty 1753.838902 = -949628.292115 nChanged 322 SP:Iteration 11Q (11735.066589 sec): 3 clusters Score: Raw -951597.551040 + Penalty 1753.838902 = -949843.712138 nChanged 252 SP:Iteration 12Q (11735.115913 sec): 3 clusters Score: Raw -951768.401042 + Penalty 1753.838902 = -950014.562140 nChanged 191 SP:Iteration 13Q (11735.169243 sec): 3 clusters Score: Raw -951881.484559 + Penalty 1753.838902 = -950127.645657 nChanged 150 SP:Iteration 14Q (11735.219280 sec): 3 clusters Score: Raw -951981.151523 + Penalty 1753.838902 = -950227.312622 nChanged 138 SP:Iteration 15Q (11735.289835 sec): 3 clusters Score: Raw -952068.243214 + Penalty 1753.838902 = -950314.404312 nChanged 100 SP:Iteration 16Q (11735.338706 sec): 3 clusters Score: Raw -952115.969571 + Penalty 1753.838902 = -950362.130669 nChanged 94 SP:Iteration 17Q (11735.395092 sec): 3 clusters Score: Raw -952158.027816 + Penalty 1753.838902 = -950404.188915 nChanged 84 SP:Iteration 18Q (11735.450352 sec): 3 clusters Score: Raw -952188.819154 + Penalty 1753.838902 = -950434.980253 nChanged 69 SP:Iteration 19Q (11735.507391 sec): 3 clusters Score: Raw -952209.519394 + Penalty 1753.838902 = -950455.680492 nChanged 46 SP:Iteration 20F (11735.564451 sec): 3 clusters Score: Raw -952222.571640 + Penalty 1753.838902 = -950468.732738 nChanged 35 SP:Iteration 21Q (11735.613449 sec): 3 clusters Score: Raw -952230.500702 + Penalty 1753.838902 = -950476.661801 nChanged 30 SP:Iteration 22Q (11735.676940 sec): 3 clusters Score: Raw -952237.839690 + Penalty 1753.838902 = -950484.000788 nChanged 36 SP:Iteration 23Q (11735.724275 sec): 3 clusters Score: Raw -952244.645725 + Penalty 1753.838902 = -950490.806824 nChanged 19 SP:Iteration 24Q (11735.778182 sec): 3 clusters Score: Raw -952248.030770 + Penalty 1753.838902 = -950494.191868 nChanged 15 SP:Iteration 25Q (11735.833175 sec): 3 clusters Score: Raw -952250.083178 + Penalty 1753.838902 = -950496.244276 nChanged 12 SP:Iteration 26Q (11735.888857 sec): 3 clusters Score: Raw -952252.380709 + Penalty 1753.838902 = -950498.541807 nChanged 14 SP:Iteration 27Q (11735.956056 sec): 3 clusters Score: Raw -952255.857357 + Penalty 1753.838902 = -950502.018456 nChanged 12 SP:Iteration 28Q (11736.003446 sec): 3 clusters Score: Raw -952258.846674 + Penalty 1753.838902 = -950505.007773 nChanged 15 SP:Iteration 29Q (11736.070268 sec): 3 clusters Score: Raw -952261.951577 + Penalty 1753.838902 = -950508.112675 nChanged 11 SP:Iteration 30Q (11736.129209 sec): 3 clusters Score: Raw -952264.173529 + Penalty 1753.838902 = -950510.334627 nChanged 14 SP:Iteration 31Q (11736.186914 sec): 3 clusters Score: Raw -952267.486297 + Penalty 1753.838902 = -950513.647395 nChanged 10 SP:Iteration 32Q (11736.246913 sec): 3 clusters Score: Raw -952268.796543 + Penalty 1753.838902 = -950514.957641 nChanged 8 SP:Iteration 33Q (11736.296021 sec): 3 clusters Score: Raw -952269.876725 + Penalty 1753.838902 = -950516.037823 nChanged 6 SP:Iteration 34Q (11736.353507 sec): 3 clusters Score: Raw -952270.563389 + Penalty 1753.838902 = -950516.724487 nChanged 7 SP:Iteration 35Q (11736.411819 sec): 3 clusters Score: Raw -952271.753725 + Penalty 1753.838902 = -950517.914824 nChanged 6 SP:Iteration 36Q (11736.471180 sec): 3 clusters Score: Raw -952272.665995 + Penalty 1753.838902 = -950518.827094 nChanged 6 SP:Iteration 37Q (11736.539526 sec): 3 clusters Score: Raw -952273.751270 + Penalty 1753.838902 = -950519.912369 nChanged 9 SP:Iteration 38Q (11736.580398 sec): 3 clusters Score: Raw -952275.934807 + Penalty 1753.838902 = -950522.095905 nChanged 11 SP:Iteration 39Q (11736.640383 sec): 3 clusters Score: Raw -952277.684825 + Penalty 1753.838902 = -950523.845923 nChanged 10 SP:Iteration 40F (11736.670025 sec): 3 clusters Score: Raw -952279.102156 + Penalty 1753.838902 = -950525.263254 nChanged 5 SP:Iteration 41Q (11736.735044 sec): 3 clusters Score: Raw -952279.621674 + Penalty 1753.838902 = -950525.782772 nChanged 2 SP:Iteration 42Q (11736.790807 sec): 3 clusters Score: Raw -952279.899372 + Penalty 1753.838902 = -950526.060470 nChanged 1 SP:Iteration 43Q (11736.849640 sec): 3 clusters Score: Raw -952279.989958 + Penalty 1753.838902 = -950526.151056 nChanged 0 SP:Iteration 44F (11736.904582 sec): 3 clusters Score: Raw -952279.989958 + Penalty 1753.838902 = -950526.151056 nChanged 0 Trying to split cluster 5 (39402 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11736.974011 sec): 2 clusters Score: Raw -3431272.201554 + Penalty 1005.249326 = -3430266.952228 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11737.070833 sec): 3 clusters Score: Raw -3406145.939100 + Penalty 2010.498653 = -3404135.440447 nChanged 18757 SP:Iteration 1F (11737.165856 sec): 3 clusters Score: Raw -3417389.107612 + Penalty 2010.498653 = -3415378.608960 nChanged 2110 SP:Iteration 2F (11737.252520 sec): 3 clusters Score: Raw -3418359.208005 + Penalty 2010.498653 = -3416348.709353 nChanged 2267 SP:Iteration 3F (11737.353368 sec): 3 clusters Score: Raw -3419551.796023 + Penalty 2010.498653 = -3417541.297371 nChanged 2313 SP:Iteration 4F (11737.451649 sec): 3 clusters Score: Raw -3420960.923142 + Penalty 2010.498653 = -3418950.424490 nChanged 2373 SP:Iteration 5F (11737.550765 sec): 3 clusters Score: Raw -3422556.649042 + Penalty 2010.498653 = -3420546.150389 nChanged 2360 SP:Iteration 6F (11737.640073 sec): 3 clusters Score: Raw -3424060.860600 + Penalty 2010.498653 = -3422050.361948 nChanged 1895 SP:Iteration 7Q (11737.740757 sec): 3 clusters Score: Raw -3424963.483798 + Penalty 2010.498653 = -3422952.985145 nChanged 1317 SP:Iteration 8Q (11737.834202 sec): 3 clusters Score: Raw -3425354.678504 + Penalty 2010.498653 = -3423344.179852 nChanged 771 SP:Iteration 9Q (11737.930643 sec): 3 clusters Score: Raw -3425493.929895 + Penalty 2010.498653 = -3423483.431242 nChanged 429 SP:Iteration 10Q (11738.036962 sec): 3 clusters Score: Raw -3425555.648266 + Penalty 2010.498653 = -3423545.149613 nChanged 348 SP:Iteration 11Q (11738.142862 sec): 3 clusters Score: Raw -3425611.195533 + Penalty 2010.498653 = -3423600.696881 nChanged 321 SP:Iteration 12Q (11738.240936 sec): 3 clusters Score: Raw -3425665.069642 + Penalty 2010.498653 = -3423654.570989 nChanged 327 SP:Iteration 13Q (11738.337176 sec): 3 clusters Score: Raw -3425713.014032 + Penalty 2010.498653 = -3423702.515380 nChanged 303 SP:Iteration 14Q (11738.441627 sec): 3 clusters Score: Raw -3425760.248015 + Penalty 2010.498653 = -3423749.749362 nChanged 333 SP:Iteration 15Q (11738.536431 sec): 3 clusters Score: Raw -3425817.172107 + Penalty 2010.498653 = -3423806.673454 nChanged 328 SP:Iteration 16Q (11738.636562 sec): 3 clusters Score: Raw -3425870.404317 + Penalty 2010.498653 = -3423859.905665 nChanged 313 SP:Iteration 17Q (11738.726651 sec): 3 clusters Score: Raw -3425919.269264 + Penalty 2010.498653 = -3423908.770611 nChanged 293 SP:Iteration 18Q (11738.822533 sec): 3 clusters Score: Raw -3425963.865848 + Penalty 2010.498653 = -3423953.367196 nChanged 288 SP:Iteration 19Q (11738.926477 sec): 3 clusters Score: Raw -3426009.000874 + Penalty 2010.498653 = -3423998.502221 nChanged 302 SP:Iteration 20F (11739.012514 sec): 3 clusters Score: Raw -3426058.816693 + Penalty 2010.498653 = -3424048.318040 nChanged 312 SP:Iteration 21Q (11739.123847 sec): 3 clusters Score: Raw -3426104.703481 + Penalty 2010.498653 = -3424094.204829 nChanged 298 SP:Iteration 22Q (11739.223223 sec): 3 clusters Score: Raw -3426148.194240 + Penalty 2010.498653 = -3424137.695587 nChanged 282 SP:Iteration 23Q (11739.324005 sec): 3 clusters Score: Raw -3426185.469001 + Penalty 2010.498653 = -3424174.970349 nChanged 273 SP:Iteration 24Q (11739.388016 sec): 3 clusters Score: Raw -3426227.289366 + Penalty 2010.498653 = -3424216.790714 nChanged 280 SP:Iteration 25Q (11739.482258 sec): 3 clusters Score: Raw -3426272.284138 + Penalty 2010.498653 = -3424261.785485 nChanged 307 SP:Iteration 26Q (11739.568993 sec): 3 clusters Score: Raw -3426323.211898 + Penalty 2010.498653 = -3424312.713246 nChanged 320 SP:Iteration 27Q (11739.666012 sec): 3 clusters Score: Raw -3426380.096869 + Penalty 2010.498653 = -3424369.598216 nChanged 334 SP:Iteration 28Q (11739.763297 sec): 3 clusters Score: Raw -3426439.144699 + Penalty 2010.498653 = -3424428.646047 nChanged 344 SP:Iteration 29Q (11739.861024 sec): 3 clusters Score: Raw -3426506.629184 + Penalty 2010.498653 = -3424496.130531 nChanged 369 SP:Iteration 30Q (11739.960341 sec): 3 clusters Score: Raw -3426573.825785 + Penalty 2010.498653 = -3424563.327133 nChanged 342 SP:Iteration 31Q (11740.050108 sec): 3 clusters Score: Raw -3426635.548679 + Penalty 2010.498653 = -3424625.050027 nChanged 337 SP:Iteration 32Q (11740.152326 sec): 3 clusters Score: Raw -3426690.015787 + Penalty 2010.498653 = -3424679.517134 nChanged 335 SP:Iteration 33Q (11740.251211 sec): 3 clusters Score: Raw -3426747.767508 + Penalty 2010.498653 = -3424737.268856 nChanged 346 SP:Iteration 34Q (11740.348051 sec): 3 clusters Score: Raw -3426816.907879 + Penalty 2010.498653 = -3424806.409227 nChanged 373 SP:Iteration 35Q (11740.435919 sec): 3 clusters Score: Raw -3426896.188069 + Penalty 2010.498653 = -3424885.689416 nChanged 403 SP:Iteration 36Q (11740.525038 sec): 3 clusters Score: Raw -3426993.279036 + Penalty 2010.498653 = -3424982.780384 nChanged 464 SP:Iteration 37Q (11740.617053 sec): 3 clusters Score: Raw -3427101.563674 + Penalty 2010.498653 = -3425091.065021 nChanged 468 SP:Iteration 38Q (11740.708152 sec): 3 clusters Score: Raw -3427214.069167 + Penalty 2010.498653 = -3425203.570514 nChanged 471 SP:Iteration 39Q (11740.799420 sec): 3 clusters Score: Raw -3427329.407348 + Penalty 2010.498653 = -3425318.908695 nChanged 479 SP:Iteration 40F (11740.887560 sec): 3 clusters Score: Raw -3427433.464977 + Penalty 2010.498653 = -3425422.966324 nChanged 441 SP:Iteration 41Q (11740.978334 sec): 3 clusters Score: Raw -3427531.527672 + Penalty 2010.498653 = -3425521.029020 nChanged 407 SP:Iteration 42Q (11741.074603 sec): 3 clusters Score: Raw -3427622.997802 + Penalty 2010.498653 = -3425612.499150 nChanged 409 SP:Iteration 43Q (11741.159217 sec): 3 clusters Score: Raw -3427713.417547 + Penalty 2010.498653 = -3425702.918894 nChanged 375 SP:Iteration 44Q (11741.249985 sec): 3 clusters Score: Raw -3427798.321873 + Penalty 2010.498653 = -3425787.823220 nChanged 408 SP:Iteration 45Q (11741.339763 sec): 3 clusters Score: Raw -3427880.665162 + Penalty 2010.498653 = -3425870.166510 nChanged 393 SP:Iteration 46Q (11741.432388 sec): 3 clusters Score: Raw -3427966.151056 + Penalty 2010.498653 = -3425955.652403 nChanged 402 SP:Iteration 47Q (11741.524775 sec): 3 clusters Score: Raw -3428053.733170 + Penalty 2010.498653 = -3426043.234518 nChanged 395 SP:Iteration 48Q (11741.611428 sec): 3 clusters Score: Raw -3428139.837418 + Penalty 2010.498653 = -3426129.338765 nChanged 366 SP:Iteration 49Q (11741.705314 sec): 3 clusters Score: Raw -3428216.103811 + Penalty 2010.498653 = -3426205.605159 nChanged 357 SP:Iteration 50Q (11741.810828 sec): 3 clusters Score: Raw -3428285.048568 + Penalty 2010.498653 = -3426274.549915 nChanged 324 SP:Iteration 51Q (11741.910918 sec): 3 clusters Score: Raw -3428343.992039 + Penalty 2010.498653 = -3426333.493386 nChanged 317 SP:Iteration 52Q (11742.006642 sec): 3 clusters Score: Raw -3428401.388037 + Penalty 2010.498653 = -3426390.889384 nChanged 328 SP:Iteration 53Q (11742.108679 sec): 3 clusters Score: Raw -3428458.737398 + Penalty 2010.498653 = -3426448.238746 nChanged 298 SP:Iteration 54Q (11742.207686 sec): 3 clusters Score: Raw -3428508.501649 + Penalty 2010.498653 = -3426498.002996 nChanged 275 SP:Iteration 55Q (11742.305333 sec): 3 clusters Score: Raw -3428551.609200 + Penalty 2010.498653 = -3426541.110547 nChanged 248 SP:Iteration 56Q (11742.400511 sec): 3 clusters Score: Raw -3428583.180742 + Penalty 2010.498653 = -3426572.682090 nChanged 215 SP:Iteration 57Q (11742.493906 sec): 3 clusters Score: Raw -3428610.821590 + Penalty 2010.498653 = -3426600.322937 nChanged 206 SP:Iteration 58Q (11742.593663 sec): 3 clusters Score: Raw -3428635.162477 + Penalty 2010.498653 = -3426624.663824 nChanged 171 SP:Iteration 59Q (11742.685540 sec): 3 clusters Score: Raw -3428653.567829 + Penalty 2010.498653 = -3426643.069176 nChanged 163 SP:Iteration 60F (11742.781836 sec): 3 clusters Score: Raw -3428671.214595 + Penalty 2010.498653 = -3426660.715943 nChanged 150 SP:Iteration 61Q (11742.883460 sec): 3 clusters Score: Raw -3428686.027596 + Penalty 2010.498653 = -3426675.528944 nChanged 136 SP:Iteration 62Q (11742.972888 sec): 3 clusters Score: Raw -3428699.169558 + Penalty 2010.498653 = -3426688.670905 nChanged 121 SP:Iteration 63Q (11743.072934 sec): 3 clusters Score: Raw -3428709.627413 + Penalty 2010.498653 = -3426699.128761 nChanged 119 SP:Iteration 64Q (11743.186763 sec): 3 clusters Score: Raw -3428717.817947 + Penalty 2010.498653 = -3426707.319295 nChanged 99 SP:Iteration 65Q (11743.278019 sec): 3 clusters Score: Raw -3428724.826571 + Penalty 2010.498653 = -3426714.327919 nChanged 90 SP:Iteration 66Q (11743.377667 sec): 3 clusters Score: Raw -3428729.595110 + Penalty 2010.498653 = -3426719.096458 nChanged 69 SP:Iteration 67Q (11743.478660 sec): 3 clusters Score: Raw -3428732.776120 + Penalty 2010.498653 = -3426722.277467 nChanged 58 SP:Iteration 68Q (11743.587132 sec): 3 clusters Score: Raw -3428735.169462 + Penalty 2010.498653 = -3426724.670809 nChanged 51 SP:Iteration 69Q (11743.685650 sec): 3 clusters Score: Raw -3428737.298409 + Penalty 2010.498653 = -3426726.799757 nChanged 47 SP:Iteration 70Q (11743.780500 sec): 3 clusters Score: Raw -3428738.829832 + Penalty 2010.498653 = -3426728.331180 nChanged 38 SP:Iteration 71Q (11743.891602 sec): 3 clusters Score: Raw -3428740.020325 + Penalty 2010.498653 = -3426729.521672 nChanged 28 SP:Iteration 72Q (11743.991524 sec): 3 clusters Score: Raw -3428740.689487 + Penalty 2010.498653 = -3426730.190835 nChanged 23 SP:Iteration 73Q (11744.078268 sec): 3 clusters Score: Raw -3428741.192713 + Penalty 2010.498653 = -3426730.694060 nChanged 17 SP:Iteration 74Q (11744.181483 sec): 3 clusters Score: Raw -3428741.557654 + Penalty 2010.498653 = -3426731.059002 nChanged 12 SP:Iteration 75Q (11744.278620 sec): 3 clusters Score: Raw -3428741.763420 + Penalty 2010.498653 = -3426731.264768 nChanged 7 SP:Iteration 76Q (11744.381226 sec): 3 clusters Score: Raw -3428741.889177 + Penalty 2010.498653 = -3426731.390525 nChanged 7 SP:Iteration 77Q (11744.481016 sec): 3 clusters Score: Raw -3428741.957734 + Penalty 2010.498653 = -3426731.459081 nChanged 2 SP:Iteration 78Q (11744.578674 sec): 3 clusters Score: Raw -3428741.971759 + Penalty 2010.498653 = -3426731.473107 nChanged 2 SP:Iteration 79Q (11744.663220 sec): 3 clusters Score: Raw -3428741.998439 + Penalty 2010.498653 = -3426731.499787 nChanged 2 SP:Iteration 80F (11744.724875 sec): 3 clusters Score: Raw -3428742.026330 + Penalty 2010.498653 = -3426731.527678 nChanged 2 SP:Iteration 81Q (11744.787450 sec): 3 clusters Score: Raw -3428742.037897 + Penalty 2010.498653 = -3426731.539244 nChanged 1 SP:Iteration 82Q (11744.887668 sec): 3 clusters Score: Raw -3428742.065167 + Penalty 2010.498653 = -3426731.566515 nChanged 3 SP:Iteration 83Q (11744.990886 sec): 3 clusters Score: Raw -3428742.101671 + Penalty 2010.498653 = -3426731.603018 nChanged 1 SP:Iteration 84Q (11745.089042 sec): 3 clusters Score: Raw -3428742.106384 + Penalty 2010.498653 = -3426731.607732 nChanged 0 SP:Iteration 85F (11745.177451 sec): 3 clusters Score: Raw -3428742.106384 + Penalty 2010.498653 = -3426731.607732 nChanged 0 Trying to split cluster 6 (27007 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11745.241039 sec): 2 clusters Score: Raw -2551829.033243 + Penalty 969.365880 = -2550859.667363 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11745.309869 sec): 3 clusters Score: Raw -2534731.314374 + Penalty 1938.731760 = -2532792.582613 nChanged 12683 SP:Iteration 1F (11745.396503 sec): 3 clusters Score: Raw -2541921.285078 + Penalty 1938.731760 = -2539982.553317 nChanged 1199 SP:Iteration 2Q (11745.472030 sec): 3 clusters Score: Raw -2542301.097879 + Penalty 1938.731760 = -2540362.366119 nChanged 1146 SP:Iteration 3Q (11745.551092 sec): 3 clusters Score: Raw -2542731.165739 + Penalty 1938.731760 = -2540792.433979 nChanged 1271 SP:Iteration 4Q (11745.633016 sec): 3 clusters Score: Raw -2543322.556819 + Penalty 1938.731760 = -2541383.825058 nChanged 1387 SP:Iteration 5F (11745.703439 sec): 3 clusters Score: Raw -2544184.434883 + Penalty 1938.731760 = -2542245.703123 nChanged 1618 SP:Iteration 6F (11745.781889 sec): 3 clusters Score: Raw -2545419.993962 + Penalty 1938.731760 = -2543481.262202 nChanged 1824 SP:Iteration 7F (11745.862698 sec): 3 clusters Score: Raw -2546892.452861 + Penalty 1938.731760 = -2544953.721100 nChanged 1826 SP:Iteration 8F (11745.932171 sec): 3 clusters Score: Raw -2548371.454314 + Penalty 1938.731760 = -2546432.722554 nChanged 1588 SP:Iteration 9F (11746.021033 sec): 3 clusters Score: Raw -2549401.227314 + Penalty 1938.731760 = -2547462.495554 nChanged 1086 SP:Iteration 10Q (11746.089512 sec): 3 clusters Score: Raw -2549907.156074 + Penalty 1938.731760 = -2547968.424314 nChanged 785 SP:Iteration 11Q (11746.180754 sec): 3 clusters Score: Raw -2550228.672729 + Penalty 1938.731760 = -2548289.940969 nChanged 627 SP:Iteration 12Q (11746.254701 sec): 3 clusters Score: Raw -2550475.567464 + Penalty 1938.731760 = -2548536.835704 nChanged 558 SP:Iteration 13Q (11746.338440 sec): 3 clusters Score: Raw -2550689.853747 + Penalty 1938.731760 = -2548751.121987 nChanged 489 SP:Iteration 14Q (11746.421407 sec): 3 clusters Score: Raw -2550875.379570 + Penalty 1938.731760 = -2548936.647810 nChanged 435 SP:Iteration 15Q (11746.493845 sec): 3 clusters Score: Raw -2551050.337286 + Penalty 1938.731760 = -2549111.605526 nChanged 426 SP:Iteration 16Q (11746.578228 sec): 3 clusters Score: Raw -2551229.781392 + Penalty 1938.731760 = -2549291.049631 nChanged 372 SP:Iteration 17Q (11746.662529 sec): 3 clusters Score: Raw -2551408.732793 + Penalty 1938.731760 = -2549470.001032 nChanged 355 SP:Iteration 18Q (11746.734464 sec): 3 clusters Score: Raw -2551625.572955 + Penalty 1938.731760 = -2549686.841195 nChanged 362 SP:Iteration 19Q (11746.815738 sec): 3 clusters Score: Raw -2551812.537928 + Penalty 1938.731760 = -2549873.806168 nChanged 310 SP:Iteration 20F (11746.904412 sec): 3 clusters Score: Raw -2551931.483493 + Penalty 1938.731760 = -2549992.751732 nChanged 274 SP:Iteration 21Q (11746.986661 sec): 3 clusters Score: Raw -2552020.656347 + Penalty 1938.731760 = -2550081.924587 nChanged 222 SP:Iteration 22Q (11747.064886 sec): 3 clusters Score: Raw -2552083.555562 + Penalty 1938.731760 = -2550144.823802 nChanged 207 SP:Iteration 23Q (11747.136192 sec): 3 clusters Score: Raw -2552134.762585 + Penalty 1938.731760 = -2550196.030825 nChanged 180 SP:Iteration 24Q (11747.209490 sec): 3 clusters Score: Raw -2552172.775843 + Penalty 1938.731760 = -2550234.044082 nChanged 177 SP:Iteration 25Q (11747.292048 sec): 3 clusters Score: Raw -2552205.869292 + Penalty 1938.731760 = -2550267.137531 nChanged 149 SP:Iteration 26Q (11747.369745 sec): 3 clusters Score: Raw -2552230.976068 + Penalty 1938.731760 = -2550292.244307 nChanged 145 SP:Iteration 27Q (11747.437233 sec): 3 clusters Score: Raw -2552255.308860 + Penalty 1938.731760 = -2550316.577099 nChanged 161 SP:Iteration 28Q (11747.517780 sec): 3 clusters Score: Raw -2552280.666471 + Penalty 1938.731760 = -2550341.934711 nChanged 128 SP:Iteration 29Q (11747.597996 sec): 3 clusters Score: Raw -2552296.236384 + Penalty 1938.731760 = -2550357.504623 nChanged 109 SP:Iteration 30Q (11747.678962 sec): 3 clusters Score: Raw -2552308.599482 + Penalty 1938.731760 = -2550369.867722 nChanged 85 SP:Iteration 31Q (11747.758829 sec): 3 clusters Score: Raw -2552316.959403 + Penalty 1938.731760 = -2550378.227643 nChanged 80 SP:Iteration 32Q (11747.844513 sec): 3 clusters Score: Raw -2552324.382018 + Penalty 1938.731760 = -2550385.650257 nChanged 82 SP:Iteration 33Q (11747.917104 sec): 3 clusters Score: Raw -2552332.214510 + Penalty 1938.731760 = -2550393.482749 nChanged 84 SP:Iteration 34Q (11747.994254 sec): 3 clusters Score: Raw -2552342.337611 + Penalty 1938.731760 = -2550403.605850 nChanged 96 SP:Iteration 35Q (11748.076328 sec): 3 clusters Score: Raw -2552354.088877 + Penalty 1938.731760 = -2550415.357117 nChanged 100 SP:Iteration 36Q (11748.163047 sec): 3 clusters Score: Raw -2552365.823618 + Penalty 1938.731760 = -2550427.091858 nChanged 102 SP:Iteration 37Q (11748.240440 sec): 3 clusters Score: Raw -2552377.385192 + Penalty 1938.731760 = -2550438.653431 nChanged 100 SP:Iteration 38Q (11748.316392 sec): 3 clusters Score: Raw -2552390.167584 + Penalty 1938.731760 = -2550451.435823 nChanged 104 SP:Iteration 39Q (11748.392137 sec): 3 clusters Score: Raw -2552403.997126 + Penalty 1938.731760 = -2550465.265366 nChanged 101 SP:Iteration 40F (11748.472892 sec): 3 clusters Score: Raw -2552415.294978 + Penalty 1938.731760 = -2550476.563217 nChanged 92 SP:Iteration 41Q (11748.552476 sec): 3 clusters Score: Raw -2552425.322845 + Penalty 1938.731760 = -2550486.591084 nChanged 88 SP:Iteration 42Q (11748.630735 sec): 3 clusters Score: Raw -2552435.001816 + Penalty 1938.731760 = -2550496.270055 nChanged 78 SP:Iteration 43Q (11748.699921 sec): 3 clusters Score: Raw -2552442.637658 + Penalty 1938.731760 = -2550503.905898 nChanged 65 SP:Iteration 44Q (11748.777398 sec): 3 clusters Score: Raw -2552449.360412 + Penalty 1938.731760 = -2550510.628651 nChanged 65 SP:Iteration 45Q (11748.855999 sec): 3 clusters Score: Raw -2552456.027874 + Penalty 1938.731760 = -2550517.296114 nChanged 55 SP:Iteration 46Q (11748.934829 sec): 3 clusters Score: Raw -2552460.654785 + Penalty 1938.731760 = -2550521.923024 nChanged 52 SP:Iteration 47Q (11749.013207 sec): 3 clusters Score: Raw -2552464.657517 + Penalty 1938.731760 = -2550525.925757 nChanged 49 SP:Iteration 48Q (11749.092344 sec): 3 clusters Score: Raw -2552468.581184 + Penalty 1938.731760 = -2550529.849424 nChanged 51 SP:Iteration 49Q (11749.169780 sec): 3 clusters Score: Raw -2552472.154589 + Penalty 1938.731760 = -2550533.422829 nChanged 39 SP:Iteration 50Q (11749.236481 sec): 3 clusters Score: Raw -2552475.159727 + Penalty 1938.731760 = -2550536.427966 nChanged 47 SP:Iteration 51Q (11749.314736 sec): 3 clusters Score: Raw -2552478.566811 + Penalty 1938.731760 = -2550539.835050 nChanged 35 SP:Iteration 52Q (11749.388211 sec): 3 clusters Score: Raw -2552480.482176 + Penalty 1938.731760 = -2550541.750416 nChanged 37 SP:Iteration 53Q (11749.466616 sec): 3 clusters Score: Raw -2552483.007804 + Penalty 1938.731760 = -2550544.276043 nChanged 40 SP:Iteration 54Q (11749.544925 sec): 3 clusters Score: Raw -2552485.659940 + Penalty 1938.731760 = -2550546.928180 nChanged 38 SP:Iteration 55Q (11749.629240 sec): 3 clusters Score: Raw -2552488.090022 + Penalty 1938.731760 = -2550549.358262 nChanged 30 SP:Iteration 56Q (11749.703600 sec): 3 clusters Score: Raw -2552489.517624 + Penalty 1938.731760 = -2550550.785864 nChanged 23 SP:Iteration 57Q (11749.772464 sec): 3 clusters Score: Raw -2552490.616799 + Penalty 1938.731760 = -2550551.885038 nChanged 15 SP:Iteration 58Q (11749.859305 sec): 3 clusters Score: Raw -2552491.263044 + Penalty 1938.731760 = -2550552.531283 nChanged 14 SP:Iteration 59Q (11749.938994 sec): 3 clusters Score: Raw -2552492.044434 + Penalty 1938.731760 = -2550553.312673 nChanged 10 SP:Iteration 60F (11750.006438 sec): 3 clusters Score: Raw -2552492.701266 + Penalty 1938.731760 = -2550553.969505 nChanged 12 SP:Iteration 61Q (11750.092752 sec): 3 clusters Score: Raw -2552493.093735 + Penalty 1938.731760 = -2550554.361974 nChanged 7 SP:Iteration 62Q (11750.172188 sec): 3 clusters Score: Raw -2552493.494433 + Penalty 1938.731760 = -2550554.762673 nChanged 7 SP:Iteration 63Q (11750.250608 sec): 3 clusters Score: Raw -2552493.673089 + Penalty 1938.731760 = -2550554.941329 nChanged 6 SP:Iteration 64Q (11750.316134 sec): 3 clusters Score: Raw -2552493.826029 + Penalty 1938.731760 = -2550555.094268 nChanged 6 SP:Iteration 65Q (11750.402717 sec): 3 clusters Score: Raw -2552494.077709 + Penalty 1938.731760 = -2550555.345948 nChanged 11 SP:Iteration 66Q (11750.483794 sec): 3 clusters Score: Raw -2552494.444698 + Penalty 1938.731760 = -2550555.712938 nChanged 6 SP:Iteration 67Q (11750.565012 sec): 3 clusters Score: Raw -2552494.565434 + Penalty 1938.731760 = -2550555.833673 nChanged 5 SP:Iteration 68Q (11750.646423 sec): 3 clusters Score: Raw -2552494.721566 + Penalty 1938.731760 = -2550555.989805 nChanged 7 SP:Iteration 69Q (11750.727490 sec): 3 clusters Score: Raw -2552494.972906 + Penalty 1938.731760 = -2550556.241146 nChanged 8 SP:Iteration 70Q (11750.808893 sec): 3 clusters Score: Raw -2552495.172293 + Penalty 1938.731760 = -2550556.440532 nChanged 4 SP:Iteration 71Q (11750.887563 sec): 3 clusters Score: Raw -2552495.265290 + Penalty 1938.731760 = -2550556.533530 nChanged 2 SP:Iteration 72Q (11750.969212 sec): 3 clusters Score: Raw -2552495.327191 + Penalty 1938.731760 = -2550556.595431 nChanged 1 SP:Iteration 73Q (11751.039424 sec): 3 clusters Score: Raw -2552495.348978 + Penalty 1938.731760 = -2550556.617218 nChanged 2 SP:Iteration 74Q (11751.126383 sec): 3 clusters Score: Raw -2552495.421241 + Penalty 1938.731760 = -2550556.689480 nChanged 2 SP:Iteration 75Q (11751.204229 sec): 3 clusters Score: Raw -2552495.491550 + Penalty 1938.731760 = -2550556.759789 nChanged 2 SP:Iteration 76Q (11751.296512 sec): 3 clusters Score: Raw -2552495.558849 + Penalty 1938.731760 = -2550556.827089 nChanged 3 SP:Iteration 77Q (11751.366738 sec): 3 clusters Score: Raw -2552495.650139 + Penalty 1938.731760 = -2550556.918379 nChanged 1 SP:Iteration 78Q (11751.450477 sec): 3 clusters Score: Raw -2552495.666138 + Penalty 1938.731760 = -2550556.934377 nChanged 4 SP:Iteration 79Q (11751.535609 sec): 3 clusters Score: Raw -2552495.768076 + Penalty 1938.731760 = -2550557.036315 nChanged 3 SP:Iteration 80F (11751.617083 sec): 3 clusters Score: Raw -2552495.891197 + Penalty 1938.731760 = -2550557.159437 nChanged 9 SP:Iteration 81Q (11751.692648 sec): 3 clusters Score: Raw -2552496.164869 + Penalty 1938.731760 = -2550557.433109 nChanged 10 SP:Iteration 82Q (11751.733499 sec): 3 clusters Score: Raw -2552496.461243 + Penalty 1938.731760 = -2550557.729483 nChanged 8 SP:Iteration 83Q (11751.777250 sec): 3 clusters Score: Raw -2552496.770947 + Penalty 1938.731760 = -2550558.039187 nChanged 10 SP:Iteration 84Q (11751.821170 sec): 3 clusters Score: Raw -2552497.123118 + Penalty 1938.731760 = -2550558.391358 nChanged 11 SP:Iteration 85Q (11751.911616 sec): 3 clusters Score: Raw -2552497.463714 + Penalty 1938.731760 = -2550558.731954 nChanged 13 SP:Iteration 86Q (11751.983099 sec): 3 clusters Score: Raw -2552497.836370 + Penalty 1938.731760 = -2550559.104609 nChanged 5 SP:Iteration 87Q (11752.076141 sec): 3 clusters Score: Raw -2552497.973460 + Penalty 1938.731760 = -2550559.241700 nChanged 4 SP:Iteration 88Q (11752.154835 sec): 3 clusters Score: Raw -2552498.047699 + Penalty 1938.731760 = -2550559.315938 nChanged 6 SP:Iteration 89Q (11752.236438 sec): 3 clusters Score: Raw -2552498.190988 + Penalty 1938.731760 = -2550559.459228 nChanged 7 SP:Iteration 90Q (11752.298942 sec): 3 clusters Score: Raw -2552498.311011 + Penalty 1938.731760 = -2550559.579251 nChanged 5 SP:Iteration 91Q (11752.373221 sec): 3 clusters Score: Raw -2552498.455820 + Penalty 1938.731760 = -2550559.724060 nChanged 8 SP:Iteration 92Q (11752.450990 sec): 3 clusters Score: Raw -2552498.822023 + Penalty 1938.731760 = -2550560.090263 nChanged 10 SP:Iteration 93Q (11752.516085 sec): 3 clusters Score: Raw -2552499.334816 + Penalty 1938.731760 = -2550560.603055 nChanged 17 SP:Iteration 94Q (11752.600963 sec): 3 clusters Score: Raw -2552500.077760 + Penalty 1938.731760 = -2550561.345999 nChanged 12 SP:Iteration 95Q (11752.672292 sec): 3 clusters Score: Raw -2552500.794408 + Penalty 1938.731760 = -2550562.062648 nChanged 13 SP:Iteration 96Q (11752.751464 sec): 3 clusters Score: Raw -2552501.836227 + Penalty 1938.731760 = -2550563.104466 nChanged 13 SP:Iteration 97Q (11752.819226 sec): 3 clusters Score: Raw -2552502.400634 + Penalty 1938.731760 = -2550563.668874 nChanged 14 SP:Iteration 98Q (11752.904759 sec): 3 clusters Score: Raw -2552503.311942 + Penalty 1938.731760 = -2550564.580181 nChanged 18 SP:Iteration 99Q (11752.983578 sec): 3 clusters Score: Raw -2552504.403367 + Penalty 1938.731760 = -2550565.671607 nChanged 17 SP:Iteration 100F (11753.066019 sec): 3 clusters Score: Raw -2552504.993753 + Penalty 1938.731760 = -2550566.261993 nChanged 16 SP:Iteration 101Q (11753.147285 sec): 3 clusters Score: Raw -2552505.694750 + Penalty 1938.731760 = -2550566.962989 nChanged 17 SP:Iteration 102Q (11753.218023 sec): 3 clusters Score: Raw -2552506.480600 + Penalty 1938.731760 = -2550567.748839 nChanged 11 SP:Iteration 103Q (11753.300137 sec): 3 clusters Score: Raw -2552507.004684 + Penalty 1938.731760 = -2550568.272923 nChanged 9 SP:Iteration 104Q (11753.390359 sec): 3 clusters Score: Raw -2552507.354593 + Penalty 1938.731760 = -2550568.622833 nChanged 5 SP:Iteration 105Q (11753.472149 sec): 3 clusters Score: Raw -2552507.509152 + Penalty 1938.731760 = -2550568.777391 nChanged 3 SP:Iteration 106Q (11753.543336 sec): 3 clusters Score: Raw -2552507.573837 + Penalty 1938.731760 = -2550568.842076 nChanged 3 SP:Iteration 107Q (11753.623401 sec): 3 clusters Score: Raw -2552507.637521 + Penalty 1938.731760 = -2550568.905761 nChanged 0 SP:Iteration 108F (11753.707807 sec): 3 clusters Score: Raw -2552507.637521 + Penalty 1938.731760 = -2550568.905761 nChanged 0 Trying to split cluster 7 (77228 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11753.830394 sec): 2 clusters Score: Raw -7300566.767459 + Penalty 1069.179150 = -7299497.588309 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11753.969556 sec): 3 clusters Score: Raw -7250017.891382 + Penalty 2138.358299 = -7247879.533083 nChanged 37093 SP:Iteration 1F (11754.130121 sec): 3 clusters Score: Raw -7272885.848834 + Penalty 2138.358299 = -7270747.490535 nChanged 3846 SP:Iteration 2Q (11754.266818 sec): 3 clusters Score: Raw -7274496.434375 + Penalty 2138.358299 = -7272358.076075 nChanged 4360 SP:Iteration 3F (11754.415956 sec): 3 clusters Score: Raw -7276732.506624 + Penalty 2138.358299 = -7274594.148325 nChanged 5008 SP:Iteration 4F (11754.569674 sec): 3 clusters Score: Raw -7279846.326519 + Penalty 2138.358299 = -7277707.968220 nChanged 5366 SP:Iteration 5F (11754.705396 sec): 3 clusters Score: Raw -7283955.553913 + Penalty 2138.358299 = -7281817.195614 nChanged 5206 SP:Iteration 6F (11754.825591 sec): 3 clusters Score: Raw -7288612.977722 + Penalty 2138.358299 = -7286474.619423 nChanged 4378 SP:Iteration 7F (11754.952012 sec): 3 clusters Score: Raw -7292737.983398 + Penalty 2138.358299 = -7290599.625099 nChanged 3136 SP:Iteration 8Q (11755.095686 sec): 3 clusters Score: Raw -7295457.210900 + Penalty 2138.358299 = -7293318.852601 nChanged 2073 SP:Iteration 9Q (11755.242134 sec): 3 clusters Score: Raw -7296946.452118 + Penalty 2138.358299 = -7294808.093819 nChanged 1442 SP:Iteration 10Q (11755.378752 sec): 3 clusters Score: Raw -7297822.166573 + Penalty 2138.358299 = -7295683.808273 nChanged 1091 SP:Iteration 11Q (11755.503704 sec): 3 clusters Score: Raw -7298428.874383 + Penalty 2138.358299 = -7296290.516084 nChanged 907 SP:Iteration 12Q (11755.632840 sec): 3 clusters Score: Raw -7298907.134025 + Penalty 2138.358299 = -7296768.775726 nChanged 792 SP:Iteration 13Q (11755.753642 sec): 3 clusters Score: Raw -7299323.899758 + Penalty 2138.358299 = -7297185.541459 nChanged 666 SP:Iteration 14Q (11755.885316 sec): 3 clusters Score: Raw -7299678.410871 + Penalty 2138.358299 = -7297540.052572 nChanged 526 SP:Iteration 15Q (11756.023270 sec): 3 clusters Score: Raw -7299971.045012 + Penalty 2138.358299 = -7297832.686713 nChanged 428 SP:Iteration 16Q (11756.148808 sec): 3 clusters Score: Raw -7300210.538202 + Penalty 2138.358299 = -7298072.179903 nChanged 329 SP:Iteration 17Q (11756.271623 sec): 3 clusters Score: Raw -7300399.882017 + Penalty 2138.358299 = -7298261.523718 nChanged 252 SP:Iteration 18Q (11756.392612 sec): 3 clusters Score: Raw -7300539.721148 + Penalty 2138.358299 = -7298401.362849 nChanged 176 SP:Iteration 19Q (11756.508278 sec): 3 clusters Score: Raw -7300628.836597 + Penalty 2138.358299 = -7298490.478298 nChanged 148 SP:Iteration 20F (11756.637951 sec): 3 clusters Score: Raw -7300712.268274 + Penalty 2138.358299 = -7298573.909975 nChanged 125 SP:Iteration 21Q (11756.754819 sec): 3 clusters Score: Raw -7300784.378265 + Penalty 2138.358299 = -7298646.019966 nChanged 84 SP:Iteration 22Q (11756.876798 sec): 3 clusters Score: Raw -7300835.365711 + Penalty 2138.358299 = -7298697.007411 nChanged 74 SP:Iteration 23Q (11756.997414 sec): 3 clusters Score: Raw -7300877.181618 + Penalty 2138.358299 = -7298738.823318 nChanged 56 SP:Iteration 24Q (11757.120999 sec): 3 clusters Score: Raw -7300905.252322 + Penalty 2138.358299 = -7298766.894023 nChanged 50 SP:Iteration 25Q (11757.236751 sec): 3 clusters Score: Raw -7300927.938176 + Penalty 2138.358299 = -7298789.579877 nChanged 42 SP:Iteration 26Q (11757.354576 sec): 3 clusters Score: Raw -7300943.985179 + Penalty 2138.358299 = -7298805.626879 nChanged 31 SP:Iteration 27Q (11757.473368 sec): 3 clusters Score: Raw -7300953.003390 + Penalty 2138.358299 = -7298814.645091 nChanged 23 SP:Iteration 28Q (11757.594854 sec): 3 clusters Score: Raw -7300959.983795 + Penalty 2138.358299 = -7298821.625496 nChanged 22 SP:Iteration 29Q (11757.720861 sec): 3 clusters Score: Raw -7300966.320675 + Penalty 2138.358299 = -7298827.962376 nChanged 21 SP:Iteration 30Q (11757.846754 sec): 3 clusters Score: Raw -7300976.019645 + Penalty 2138.358299 = -7298837.661345 nChanged 27 SP:Iteration 31Q (11757.973016 sec): 3 clusters Score: Raw -7300983.706196 + Penalty 2138.358299 = -7298845.347896 nChanged 16 SP:Iteration 32Q (11758.087950 sec): 3 clusters Score: Raw -7300989.792702 + Penalty 2138.358299 = -7298851.434403 nChanged 15 SP:Iteration 33Q (11758.221391 sec): 3 clusters Score: Raw -7300993.006315 + Penalty 2138.358299 = -7298854.648016 nChanged 15 SP:Iteration 34Q (11758.345513 sec): 3 clusters Score: Raw -7300997.911058 + Penalty 2138.358299 = -7298859.552758 nChanged 14 SP:Iteration 35Q (11758.465316 sec): 3 clusters Score: Raw -7301002.390130 + Penalty 2138.358299 = -7298864.031831 nChanged 10 SP:Iteration 36Q (11758.599727 sec): 3 clusters Score: Raw -7301005.705310 + Penalty 2138.358299 = -7298867.347010 nChanged 11 SP:Iteration 37Q (11758.714660 sec): 3 clusters Score: Raw -7301008.083316 + Penalty 2138.358299 = -7298869.725017 nChanged 9 SP:Iteration 38Q (11758.835115 sec): 3 clusters Score: Raw -7301010.602710 + Penalty 2138.358299 = -7298872.244411 nChanged 6 SP:Iteration 39Q (11758.968633 sec): 3 clusters Score: Raw -7301012.096674 + Penalty 2138.358299 = -7298873.738375 nChanged 10 SP:Iteration 40F (11759.105177 sec): 3 clusters Score: Raw -7301014.057462 + Penalty 2138.358299 = -7298875.699163 nChanged 6 SP:Iteration 41Q (11759.233292 sec): 3 clusters Score: Raw -7301015.278270 + Penalty 2138.358299 = -7298876.919970 nChanged 8 SP:Iteration 42Q (11759.361634 sec): 3 clusters Score: Raw -7301017.218163 + Penalty 2138.358299 = -7298878.859864 nChanged 8 SP:Iteration 43Q (11759.488843 sec): 3 clusters Score: Raw -7301019.511528 + Penalty 2138.358299 = -7298881.153229 nChanged 8 SP:Iteration 44Q (11759.618987 sec): 3 clusters Score: Raw -7301021.584111 + Penalty 2138.358299 = -7298883.225812 nChanged 5 SP:Iteration 45Q (11759.741722 sec): 3 clusters Score: Raw -7301022.577500 + Penalty 2138.358299 = -7298884.219200 nChanged 0 SP:Iteration 46F (11759.877423 sec): 3 clusters Score: Raw -7301022.577500 + Penalty 2138.358299 = -7298884.219200 nChanged 0 Trying to split cluster 8 (10480 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11759.925916 sec): 2 clusters Score: Raw -1003739.935742 + Penalty 879.436276 = -1002860.499466 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11759.988284 sec): 3 clusters Score: Raw -997530.334508 + Penalty 1758.872552 = -995771.461956 nChanged 4747 SP:Iteration 1F (11760.039407 sec): 3 clusters Score: Raw -1000282.802785 + Penalty 1758.872552 = -998523.930233 nChanged 661 SP:Iteration 2F (11760.108841 sec): 3 clusters Score: Raw -1000599.891608 + Penalty 1758.872552 = -998841.019056 nChanged 628 SP:Iteration 3F (11760.165858 sec): 3 clusters Score: Raw -1000943.399624 + Penalty 1758.872552 = -999184.527072 nChanged 665 SP:Iteration 4F (11760.231141 sec): 3 clusters Score: Raw -1001350.346150 + Penalty 1758.872552 = -999591.473598 nChanged 603 SP:Iteration 5F (11760.292942 sec): 3 clusters Score: Raw -1001720.809623 + Penalty 1758.872552 = -999961.937071 nChanged 601 SP:Iteration 6F (11760.351405 sec): 3 clusters Score: Raw -1002093.795555 + Penalty 1758.872552 = -1000334.923003 nChanged 510 SP:Iteration 7Q (11760.401610 sec): 3 clusters Score: Raw -1002405.899922 + Penalty 1758.872552 = -1000647.027370 nChanged 434 SP:Iteration 8Q (11760.474219 sec): 3 clusters Score: Raw -1002664.759172 + Penalty 1758.872552 = -1000905.886620 nChanged 353 SP:Iteration 9Q (11760.527746 sec): 3 clusters Score: Raw -1002873.108245 + Penalty 1758.872552 = -1001114.235693 nChanged 305 SP:Iteration 10Q (11760.598271 sec): 3 clusters Score: Raw -1003080.133727 + Penalty 1758.872552 = -1001321.261175 nChanged 271 SP:Iteration 11Q (11760.652126 sec): 3 clusters Score: Raw -1003295.643762 + Penalty 1758.872552 = -1001536.771210 nChanged 241 SP:Iteration 12Q (11760.711102 sec): 3 clusters Score: Raw -1003494.063137 + Penalty 1758.872552 = -1001735.190585 nChanged 195 SP:Iteration 13Q (11760.783754 sec): 3 clusters Score: Raw -1003634.332367 + Penalty 1758.872552 = -1001875.459815 nChanged 128 SP:Iteration 14Q (11760.833841 sec): 3 clusters Score: Raw -1003695.382993 + Penalty 1758.872552 = -1001936.510441 nChanged 81 SP:Iteration 15Q (11760.905443 sec): 3 clusters Score: Raw -1003722.234722 + Penalty 1758.872552 = -1001963.362170 nChanged 52 SP:Iteration 16Q (11760.966399 sec): 3 clusters Score: Raw -1003734.457042 + Penalty 1758.872552 = -1001975.584490 nChanged 37 SP:Iteration 17Q (11761.015683 sec): 3 clusters Score: Raw -1003742.147373 + Penalty 1758.872552 = -1001983.274821 nChanged 31 SP:Iteration 18Q (11761.083993 sec): 3 clusters Score: Raw -1003751.095031 + Penalty 1758.872552 = -1001992.222479 nChanged 25 SP:Iteration 19Q (11761.130765 sec): 3 clusters Score: Raw -1003756.206835 + Penalty 1758.872552 = -1001997.334283 nChanged 22 SP:Iteration 20F (11761.193806 sec): 3 clusters Score: Raw -1003759.281233 + Penalty 1758.872552 = -1002000.408681 nChanged 18 SP:Iteration 21Q (11761.254514 sec): 3 clusters Score: Raw -1003762.501272 + Penalty 1758.872552 = -1002003.628720 nChanged 16 SP:Iteration 22Q (11761.318959 sec): 3 clusters Score: Raw -1003764.698991 + Penalty 1758.872552 = -1002005.826439 nChanged 12 SP:Iteration 23Q (11761.366729 sec): 3 clusters Score: Raw -1003766.456970 + Penalty 1758.872552 = -1002007.584418 nChanged 12 SP:Iteration 24Q (11761.434905 sec): 3 clusters Score: Raw -1003768.903458 + Penalty 1758.872552 = -1002010.030906 nChanged 19 SP:Iteration 25Q (11761.495657 sec): 3 clusters Score: Raw -1003772.292772 + Penalty 1758.872552 = -1002013.420220 nChanged 17 SP:Iteration 26Q (11761.556317 sec): 3 clusters Score: Raw -1003775.222987 + Penalty 1758.872552 = -1002016.350435 nChanged 20 SP:Iteration 27Q (11761.605462 sec): 3 clusters Score: Raw -1003778.023612 + Penalty 1758.872552 = -1002019.151060 nChanged 11 SP:Iteration 28Q (11761.667229 sec): 3 clusters Score: Raw -1003779.379917 + Penalty 1758.872552 = -1002020.507365 nChanged 7 SP:Iteration 29Q (11761.737584 sec): 3 clusters Score: Raw -1003780.252057 + Penalty 1758.872552 = -1002021.379505 nChanged 6 SP:Iteration 30Q (11761.796517 sec): 3 clusters Score: Raw -1003780.950146 + Penalty 1758.872552 = -1002022.077594 nChanged 4 SP:Iteration 31Q (11761.859186 sec): 3 clusters Score: Raw -1003781.330677 + Penalty 1758.872552 = -1002022.458125 nChanged 4 SP:Iteration 32Q (11761.878406 sec): 3 clusters Score: Raw -1003781.749259 + Penalty 1758.872552 = -1002022.876707 nChanged 4 SP:Iteration 33Q (11761.901670 sec): 3 clusters Score: Raw -1003782.308394 + Penalty 1758.872552 = -1002023.435842 nChanged 3 SP:Iteration 34Q (11761.961314 sec): 3 clusters Score: Raw -1003782.692648 + Penalty 1758.872552 = -1002023.820096 nChanged 4 SP:Iteration 35Q (11762.024633 sec): 3 clusters Score: Raw -1003783.093490 + Penalty 1758.872552 = -1002024.220938 nChanged 4 SP:Iteration 36Q (11762.062177 sec): 3 clusters Score: Raw -1003783.647684 + Penalty 1758.872552 = -1002024.775132 nChanged 4 SP:Iteration 37Q (11762.124886 sec): 3 clusters Score: Raw -1003784.099218 + Penalty 1758.872552 = -1002025.226666 nChanged 5 SP:Iteration 38Q (11762.195339 sec): 3 clusters Score: Raw -1003785.561649 + Penalty 1758.872552 = -1002026.689097 nChanged 6 SP:Iteration 39Q (11762.245180 sec): 3 clusters Score: Raw -1003786.235402 + Penalty 1758.872552 = -1002027.362850 nChanged 1 SP:Iteration 40F (11762.305497 sec): 3 clusters Score: Raw -1003786.314156 + Penalty 1758.872552 = -1002027.441604 nChanged 0 Trying to split cluster 9 (13132 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11762.343247 sec): 2 clusters Score: Raw -1192672.951318 + Penalty 900.866691 = -1191772.084627 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11762.419062 sec): 3 clusters Score: Raw -1184642.667656 + Penalty 1801.733383 = -1182840.934273 nChanged 6013 SP:Iteration 1F (11762.478373 sec): 3 clusters Score: Raw -1188212.666355 + Penalty 1801.733383 = -1186410.932972 nChanged 812 SP:Iteration 2F (11762.544122 sec): 3 clusters Score: Raw -1188705.229395 + Penalty 1801.733383 = -1186903.496012 nChanged 840 SP:Iteration 3F (11762.606516 sec): 3 clusters Score: Raw -1189262.542905 + Penalty 1801.733383 = -1187460.809522 nChanged 819 SP:Iteration 4F (11762.672122 sec): 3 clusters Score: Raw -1189798.263739 + Penalty 1801.733383 = -1187996.530356 nChanged 757 SP:Iteration 5F (11762.736717 sec): 3 clusters Score: Raw -1190316.070285 + Penalty 1801.733383 = -1188514.336902 nChanged 697 SP:Iteration 6F (11762.801237 sec): 3 clusters Score: Raw -1190710.626083 + Penalty 1801.733383 = -1188908.892701 nChanged 540 SP:Iteration 7Q (11762.854440 sec): 3 clusters Score: Raw -1190965.591244 + Penalty 1801.733383 = -1189163.857861 nChanged 430 SP:Iteration 8Q (11762.931877 sec): 3 clusters Score: Raw -1191133.579883 + Penalty 1801.733383 = -1189331.846501 nChanged 322 SP:Iteration 9Q (11762.987255 sec): 3 clusters Score: Raw -1191244.894541 + Penalty 1801.733383 = -1189443.161158 nChanged 249 SP:Iteration 10Q (11763.044128 sec): 3 clusters Score: Raw -1191313.717020 + Penalty 1801.733383 = -1189511.983637 nChanged 216 SP:Iteration 11Q (11763.103176 sec): 3 clusters Score: Raw -1191364.164122 + Penalty 1801.733383 = -1189562.430739 nChanged 174 SP:Iteration 12Q (11763.167970 sec): 3 clusters Score: Raw -1191404.674591 + Penalty 1801.733383 = -1189602.941208 nChanged 155 SP:Iteration 13Q (11763.224827 sec): 3 clusters Score: Raw -1191437.350533 + Penalty 1801.733383 = -1189635.617150 nChanged 146 SP:Iteration 14Q (11763.289807 sec): 3 clusters Score: Raw -1191466.185454 + Penalty 1801.733383 = -1189664.452071 nChanged 132 SP:Iteration 15Q (11763.355680 sec): 3 clusters Score: Raw -1191489.276254 + Penalty 1801.733383 = -1189687.542871 nChanged 119 SP:Iteration 16Q (11763.429484 sec): 3 clusters Score: Raw -1191511.975335 + Penalty 1801.733383 = -1189710.241952 nChanged 107 SP:Iteration 17Q (11763.483087 sec): 3 clusters Score: Raw -1191532.280030 + Penalty 1801.733383 = -1189730.546647 nChanged 110 SP:Iteration 18Q (11763.552570 sec): 3 clusters Score: Raw -1191551.349552 + Penalty 1801.733383 = -1189749.616169 nChanged 100 SP:Iteration 19Q (11763.607246 sec): 3 clusters Score: Raw -1191569.888255 + Penalty 1801.733383 = -1189768.154872 nChanged 115 SP:Iteration 20F (11763.670926 sec): 3 clusters Score: Raw -1191591.193887 + Penalty 1801.733383 = -1189789.460504 nChanged 110 SP:Iteration 21Q (11763.733770 sec): 3 clusters Score: Raw -1191614.882388 + Penalty 1801.733383 = -1189813.149005 nChanged 119 SP:Iteration 22Q (11763.789292 sec): 3 clusters Score: Raw -1191643.964654 + Penalty 1801.733383 = -1189842.231271 nChanged 144 SP:Iteration 23Q (11763.865001 sec): 3 clusters Score: Raw -1191678.970079 + Penalty 1801.733383 = -1189877.236696 nChanged 133 SP:Iteration 24Q (11763.916494 sec): 3 clusters Score: Raw -1191711.652764 + Penalty 1801.733383 = -1189909.919381 nChanged 142 SP:Iteration 25Q (11763.961630 sec): 3 clusters Score: Raw -1191748.210283 + Penalty 1801.733383 = -1189946.476900 nChanged 146 SP:Iteration 26Q (11764.036459 sec): 3 clusters Score: Raw -1191786.227503 + Penalty 1801.733383 = -1189984.494120 nChanged 139 SP:Iteration 27Q (11764.101520 sec): 3 clusters Score: Raw -1191815.505506 + Penalty 1801.733383 = -1190013.772123 nChanged 127 SP:Iteration 28Q (11764.166621 sec): 3 clusters Score: Raw -1191844.410371 + Penalty 1801.733383 = -1190042.676988 nChanged 129 SP:Iteration 29Q (11764.227459 sec): 3 clusters Score: Raw -1191871.885341 + Penalty 1801.733383 = -1190070.151958 nChanged 130 SP:Iteration 30Q (11764.291766 sec): 3 clusters Score: Raw -1191896.867860 + Penalty 1801.733383 = -1190095.134477 nChanged 106 SP:Iteration 31Q (11764.354423 sec): 3 clusters Score: Raw -1191916.449569 + Penalty 1801.733383 = -1190114.716186 nChanged 103 SP:Iteration 32Q (11764.419863 sec): 3 clusters Score: Raw -1191937.634617 + Penalty 1801.733383 = -1190135.901234 nChanged 100 SP:Iteration 33Q (11764.477701 sec): 3 clusters Score: Raw -1191958.764630 + Penalty 1801.733383 = -1190157.031247 nChanged 101 SP:Iteration 34Q (11764.527545 sec): 3 clusters Score: Raw -1191978.694319 + Penalty 1801.733383 = -1190176.960936 nChanged 96 SP:Iteration 35Q (11764.580979 sec): 3 clusters Score: Raw -1191998.541862 + Penalty 1801.733383 = -1190196.808479 nChanged 100 SP:Iteration 36Q (11764.641709 sec): 3 clusters Score: Raw -1192020.231720 + Penalty 1801.733383 = -1190218.498337 nChanged 114 SP:Iteration 37Q (11764.707385 sec): 3 clusters Score: Raw -1192049.800475 + Penalty 1801.733383 = -1190248.067092 nChanged 134 SP:Iteration 38Q (11764.767383 sec): 3 clusters Score: Raw -1192087.688137 + Penalty 1801.733383 = -1190285.954754 nChanged 129 SP:Iteration 39Q (11764.835099 sec): 3 clusters Score: Raw -1192125.828354 + Penalty 1801.733383 = -1190324.094971 nChanged 119 SP:Iteration 40F (11764.902789 sec): 3 clusters Score: Raw -1192156.451901 + Penalty 1801.733383 = -1190354.718518 nChanged 110 SP:Iteration 41Q (11764.967443 sec): 3 clusters Score: Raw -1192184.264772 + Penalty 1801.733383 = -1190382.531390 nChanged 105 SP:Iteration 42Q (11765.025228 sec): 3 clusters Score: Raw -1192213.765050 + Penalty 1801.733383 = -1190412.031667 nChanged 113 SP:Iteration 43Q (11765.078807 sec): 3 clusters Score: Raw -1192248.040273 + Penalty 1801.733383 = -1190446.306890 nChanged 116 SP:Iteration 44Q (11765.152582 sec): 3 clusters Score: Raw -1192284.075437 + Penalty 1801.733383 = -1190482.342054 nChanged 108 SP:Iteration 45Q (11765.217349 sec): 3 clusters Score: Raw -1192315.341997 + Penalty 1801.733383 = -1190513.608614 nChanged 108 SP:Iteration 46Q (11765.269066 sec): 3 clusters Score: Raw -1192346.354085 + Penalty 1801.733383 = -1190544.620702 nChanged 99 SP:Iteration 47Q (11765.292431 sec): 3 clusters Score: Raw -1192373.567286 + Penalty 1801.733383 = -1190571.833903 nChanged 96 SP:Iteration 48Q (11765.319276 sec): 3 clusters Score: Raw -1192403.506100 + Penalty 1801.733383 = -1190601.772717 nChanged 91 SP:Iteration 49Q (11765.346002 sec): 3 clusters Score: Raw -1192430.715104 + Penalty 1801.733383 = -1190628.981721 nChanged 91 SP:Iteration 50Q (11765.372598 sec): 3 clusters Score: Raw -1192456.800735 + Penalty 1801.733383 = -1190655.067352 nChanged 88 SP:Iteration 51Q (11765.399209 sec): 3 clusters Score: Raw -1192484.478014 + Penalty 1801.733383 = -1190682.744631 nChanged 90 SP:Iteration 52Q (11765.425628 sec): 3 clusters Score: Raw -1192518.763223 + Penalty 1801.733383 = -1190717.029840 nChanged 96 SP:Iteration 53Q (11765.451934 sec): 3 clusters Score: Raw -1192556.586343 + Penalty 1801.733383 = -1190754.852960 nChanged 93 SP:Iteration 54Q (11765.478369 sec): 3 clusters Score: Raw -1192595.029750 + Penalty 1801.733383 = -1190793.296367 nChanged 88 SP:Iteration 55Q (11765.504786 sec): 3 clusters Score: Raw -1192631.060093 + Penalty 1801.733383 = -1190829.326710 nChanged 73 SP:Iteration 56Q (11765.530984 sec): 3 clusters Score: Raw -1192660.301252 + Penalty 1801.733383 = -1190858.567869 nChanged 78 SP:Iteration 57Q (11765.557243 sec): 3 clusters Score: Raw -1192692.869276 + Penalty 1801.733383 = -1190891.135893 nChanged 65 SP:Iteration 58Q (11765.597335 sec): 3 clusters Score: Raw -1192721.050848 + Penalty 1801.733383 = -1190919.317465 nChanged 53 SP:Iteration 59Q (11765.622392 sec): 3 clusters Score: Raw -1192747.656041 + Penalty 1801.733383 = -1190945.922658 nChanged 53 SP:Iteration 60F (11765.666619 sec): 3 clusters Score: Raw -1192778.908133 + Penalty 1801.733383 = -1190977.174750 nChanged 51 SP:Iteration 61Q (11765.689825 sec): 3 clusters Score: Raw -1192807.733501 + Penalty 1801.733383 = -1191006.000118 nChanged 36 SP:Iteration 62Q (11765.715728 sec): 3 clusters Score: Raw -1192824.567621 + Penalty 1801.733383 = -1191022.834238 nChanged 27 SP:Iteration 63Q (11765.741749 sec): 3 clusters Score: Raw -1192836.466950 + Penalty 1801.733383 = -1191034.733567 nChanged 23 SP:Iteration 64Q (11765.767428 sec): 3 clusters Score: Raw -1192848.523381 + Penalty 1801.733383 = -1191046.789998 nChanged 21 SP:Iteration 65Q (11765.793384 sec): 3 clusters Score: Raw -1192856.472008 + Penalty 1801.733383 = -1191054.738625 nChanged 16 SP:Iteration 66Q (11765.818946 sec): 3 clusters Score: Raw -1192860.460493 + Penalty 1801.733383 = -1191058.727110 nChanged 12 SP:Iteration 67Q (11765.844554 sec): 3 clusters Score: Raw -1192864.964823 + Penalty 1801.733383 = -1191063.231440 nChanged 17 SP:Iteration 68Q (11765.870269 sec): 3 clusters Score: Raw -1192870.179174 + Penalty 1801.733383 = -1191068.445791 nChanged 17 SP:Iteration 69Q (11765.895892 sec): 3 clusters Score: Raw -1192877.956455 + Penalty 1801.733383 = -1191076.223072 nChanged 12 SP:Iteration 70Q (11765.921572 sec): 3 clusters Score: Raw -1192882.762845 + Penalty 1801.733383 = -1191081.029463 nChanged 7 SP:Iteration 71Q (11765.962246 sec): 3 clusters Score: Raw -1192884.619901 + Penalty 1801.733383 = -1191082.886518 nChanged 10 SP:Iteration 72Q (11765.985121 sec): 3 clusters Score: Raw -1192887.318299 + Penalty 1801.733383 = -1191085.584916 nChanged 5 SP:Iteration 73Q (11766.010598 sec): 3 clusters Score: Raw -1192889.845414 + Penalty 1801.733383 = -1191088.112031 nChanged 5 SP:Iteration 74Q (11766.036354 sec): 3 clusters Score: Raw -1192893.132186 + Penalty 1801.733383 = -1191091.398803 nChanged 13 SP:Iteration 75Q (11766.061956 sec): 3 clusters Score: Raw -1192898.174033 + Penalty 1801.733383 = -1191096.440650 nChanged 9 SP:Iteration 76Q (11766.087727 sec): 3 clusters Score: Raw -1192899.943859 + Penalty 1801.733383 = -1191098.210476 nChanged 5 SP:Iteration 77Q (11766.113545 sec): 3 clusters Score: Raw -1192902.082987 + Penalty 1801.733383 = -1191100.349604 nChanged 3 SP:Iteration 78Q (11766.138990 sec): 3 clusters Score: Raw -1192902.940537 + Penalty 1801.733383 = -1191101.207154 nChanged 4 SP:Iteration 79Q (11766.179615 sec): 3 clusters Score: Raw -1192903.640423 + Penalty 1801.733383 = -1191101.907041 nChanged 1 SP:Iteration 80F (11766.206247 sec): 3 clusters Score: Raw -1192904.041808 + Penalty 1801.733383 = -1191102.308425 nChanged 1 SP:Iteration 81Q (11766.231833 sec): 3 clusters Score: Raw -1192904.231189 + Penalty 1801.733383 = -1191102.497806 nChanged 0 SP:Iteration 82F (11766.260991 sec): 3 clusters Score: Raw -1192904.231189 + Penalty 1801.733383 = -1191102.497806 nChanged 0 Trying to split cluster 10 (30820 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11766.306475 sec): 2 clusters Score: Raw -2966477.511518 + Penalty 981.912315 = -2965495.599203 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11766.362346 sec): 3 clusters Score: Raw -2947025.763215 + Penalty 1963.824631 = -2945061.938585 nChanged 14421 SP:Iteration 1F (11766.413977 sec): 3 clusters Score: Raw -2955541.657938 + Penalty 1963.824631 = -2953577.833307 nChanged 1501 SP:Iteration 2Q (11766.466730 sec): 3 clusters Score: Raw -2956170.145631 + Penalty 1963.824631 = -2954206.321000 nChanged 1687 SP:Iteration 3F (11766.518163 sec): 3 clusters Score: Raw -2957061.662840 + Penalty 1963.824631 = -2955097.838209 nChanged 1937 SP:Iteration 4F (11766.569842 sec): 3 clusters Score: Raw -2958406.568356 + Penalty 1963.824631 = -2956442.743726 nChanged 2140 SP:Iteration 5F (11766.664831 sec): 3 clusters Score: Raw -2960201.996384 + Penalty 1963.824631 = -2958238.171754 nChanged 2138 SP:Iteration 6F (11766.742006 sec): 3 clusters Score: Raw -2962052.018016 + Penalty 1963.824631 = -2960088.193385 nChanged 1768 SP:Iteration 7F (11766.832801 sec): 3 clusters Score: Raw -2963315.619014 + Penalty 1963.824631 = -2961351.794383 nChanged 1287 SP:Iteration 8Q (11766.918618 sec): 3 clusters Score: Raw -2963964.995832 + Penalty 1963.824631 = -2962001.171202 nChanged 835 SP:Iteration 9Q (11767.007950 sec): 3 clusters Score: Raw -2964353.756107 + Penalty 1963.824631 = -2962389.931476 nChanged 703 SP:Iteration 10Q (11767.094994 sec): 3 clusters Score: Raw -2964712.585186 + Penalty 1963.824631 = -2962748.760555 nChanged 670 SP:Iteration 11Q (11767.181661 sec): 3 clusters Score: Raw -2965072.738105 + Penalty 1963.824631 = -2963108.913474 nChanged 657 SP:Iteration 12Q (11767.278502 sec): 3 clusters Score: Raw -2965412.186737 + Penalty 1963.824631 = -2963448.362107 nChanged 596 SP:Iteration 13Q (11767.364119 sec): 3 clusters Score: Raw -2965712.103244 + Penalty 1963.824631 = -2963748.278613 nChanged 522 SP:Iteration 14Q (11767.453934 sec): 3 clusters Score: Raw -2965958.736791 + Penalty 1963.824631 = -2963994.912161 nChanged 459 SP:Iteration 15Q (11767.533552 sec): 3 clusters Score: Raw -2966148.464509 + Penalty 1963.824631 = -2964184.639878 nChanged 386 SP:Iteration 16Q (11767.611691 sec): 3 clusters Score: Raw -2966289.259918 + Penalty 1963.824631 = -2964325.435288 nChanged 317 SP:Iteration 17Q (11767.697050 sec): 3 clusters Score: Raw -2966390.394873 + Penalty 1963.824631 = -2964426.570242 nChanged 253 SP:Iteration 18Q (11767.781176 sec): 3 clusters Score: Raw -2966461.007395 + Penalty 1963.824631 = -2964497.182765 nChanged 222 SP:Iteration 19Q (11767.864175 sec): 3 clusters Score: Raw -2966521.446436 + Penalty 1963.824631 = -2964557.621805 nChanged 182 SP:Iteration 20F (11767.961047 sec): 3 clusters Score: Raw -2966560.794682 + Penalty 1963.824631 = -2964596.970051 nChanged 169 SP:Iteration 21Q (11768.045307 sec): 3 clusters Score: Raw -2966592.914035 + Penalty 1963.824631 = -2964629.089405 nChanged 129 SP:Iteration 22Q (11768.132011 sec): 3 clusters Score: Raw -2966618.917227 + Penalty 1963.824631 = -2964655.092596 nChanged 140 SP:Iteration 23Q (11768.202394 sec): 3 clusters Score: Raw -2966648.235681 + Penalty 1963.824631 = -2964684.411051 nChanged 138 SP:Iteration 24Q (11768.285005 sec): 3 clusters Score: Raw -2966668.548355 + Penalty 1963.824631 = -2964704.723724 nChanged 101 SP:Iteration 25Q (11768.364047 sec): 3 clusters Score: Raw -2966681.035431 + Penalty 1963.824631 = -2964717.210800 nChanged 87 SP:Iteration 26Q (11768.446113 sec): 3 clusters Score: Raw -2966690.701709 + Penalty 1963.824631 = -2964726.877078 nChanged 74 SP:Iteration 27Q (11768.531311 sec): 3 clusters Score: Raw -2966697.123116 + Penalty 1963.824631 = -2964733.298486 nChanged 56 SP:Iteration 28Q (11768.617255 sec): 3 clusters Score: Raw -2966701.812067 + Penalty 1963.824631 = -2964737.987436 nChanged 55 SP:Iteration 29Q (11768.703265 sec): 3 clusters Score: Raw -2966706.626523 + Penalty 1963.824631 = -2964742.801893 nChanged 46 SP:Iteration 30Q (11768.777487 sec): 3 clusters Score: Raw -2966710.936287 + Penalty 1963.824631 = -2964747.111656 nChanged 47 SP:Iteration 31Q (11768.862926 sec): 3 clusters Score: Raw -2966715.443548 + Penalty 1963.824631 = -2964751.618917 nChanged 51 SP:Iteration 32Q (11768.955354 sec): 3 clusters Score: Raw -2966720.671314 + Penalty 1963.824631 = -2964756.846683 nChanged 55 SP:Iteration 33Q (11769.032125 sec): 3 clusters Score: Raw -2966725.085698 + Penalty 1963.824631 = -2964761.261067 nChanged 51 SP:Iteration 34Q (11769.112909 sec): 3 clusters Score: Raw -2966730.082710 + Penalty 1963.824631 = -2964766.258079 nChanged 48 SP:Iteration 35Q (11769.198390 sec): 3 clusters Score: Raw -2966734.349287 + Penalty 1963.824631 = -2964770.524656 nChanged 38 SP:Iteration 36Q (11769.273413 sec): 3 clusters Score: Raw -2966737.009993 + Penalty 1963.824631 = -2964773.185362 nChanged 40 SP:Iteration 37Q (11769.356230 sec): 3 clusters Score: Raw -2966740.040581 + Penalty 1963.824631 = -2964776.215950 nChanged 46 SP:Iteration 38Q (11769.432175 sec): 3 clusters Score: Raw -2966745.271541 + Penalty 1963.824631 = -2964781.446910 nChanged 63 SP:Iteration 39Q (11769.515354 sec): 3 clusters Score: Raw -2966752.742816 + Penalty 1963.824631 = -2964788.918186 nChanged 61 SP:Iteration 40F (11769.600707 sec): 3 clusters Score: Raw -2966759.269202 + Penalty 1963.824631 = -2964795.444571 nChanged 65 SP:Iteration 41Q (11769.684587 sec): 3 clusters Score: Raw -2966765.306014 + Penalty 1963.824631 = -2964801.481384 nChanged 64 SP:Iteration 42Q (11769.765132 sec): 3 clusters Score: Raw -2966771.342056 + Penalty 1963.824631 = -2964807.517426 nChanged 67 SP:Iteration 43Q (11769.848442 sec): 3 clusters Score: Raw -2966777.897124 + Penalty 1963.824631 = -2964814.072493 nChanged 67 SP:Iteration 44Q (11769.936881 sec): 3 clusters Score: Raw -2966785.003707 + Penalty 1963.824631 = -2964821.179076 nChanged 64 SP:Iteration 45Q (11770.015707 sec): 3 clusters Score: Raw -2966792.052806 + Penalty 1963.824631 = -2964828.228175 nChanged 64 SP:Iteration 46Q (11770.083981 sec): 3 clusters Score: Raw -2966799.224481 + Penalty 1963.824631 = -2964835.399850 nChanged 64 SP:Iteration 47Q (11770.153882 sec): 3 clusters Score: Raw -2966805.320784 + Penalty 1963.824631 = -2964841.496153 nChanged 57 SP:Iteration 48Q (11770.219906 sec): 3 clusters Score: Raw -2966811.112274 + Penalty 1963.824631 = -2964847.287643 nChanged 60 SP:Iteration 49Q (11770.295387 sec): 3 clusters Score: Raw -2966817.413701 + Penalty 1963.824631 = -2964853.589070 nChanged 58 SP:Iteration 50Q (11770.371055 sec): 3 clusters Score: Raw -2966823.579728 + Penalty 1963.824631 = -2964859.755098 nChanged 59 SP:Iteration 51Q (11770.452815 sec): 3 clusters Score: Raw -2966830.302087 + Penalty 1963.824631 = -2964866.477456 nChanged 52 SP:Iteration 52Q (11770.530856 sec): 3 clusters Score: Raw -2966836.702532 + Penalty 1963.824631 = -2964872.877901 nChanged 59 SP:Iteration 53Q (11770.603291 sec): 3 clusters Score: Raw -2966844.395159 + Penalty 1963.824631 = -2964880.570528 nChanged 63 SP:Iteration 54Q (11770.674032 sec): 3 clusters Score: Raw -2966853.165566 + Penalty 1963.824631 = -2964889.340936 nChanged 70 SP:Iteration 55Q (11770.754001 sec): 3 clusters Score: Raw -2966863.258339 + Penalty 1963.824631 = -2964899.433708 nChanged 65 SP:Iteration 56Q (11770.841494 sec): 3 clusters Score: Raw -2966872.869362 + Penalty 1963.824631 = -2964909.044732 nChanged 63 SP:Iteration 57Q (11770.919020 sec): 3 clusters Score: Raw -2966880.870886 + Penalty 1963.824631 = -2964917.046255 nChanged 49 SP:Iteration 58Q (11770.954572 sec): 3 clusters Score: Raw -2966887.158580 + Penalty 1963.824631 = -2964923.333949 nChanged 48 SP:Iteration 59Q (11770.996984 sec): 3 clusters Score: Raw -2966891.886763 + Penalty 1963.824631 = -2964928.062133 nChanged 34 SP:Iteration 60F (11771.044931 sec): 3 clusters Score: Raw -2966894.631659 + Penalty 1963.824631 = -2964930.807028 nChanged 19 SP:Iteration 61Q (11771.087646 sec): 3 clusters Score: Raw -2966895.885337 + Penalty 1963.824631 = -2964932.060706 nChanged 12 SP:Iteration 62Q (11771.130099 sec): 3 clusters Score: Raw -2966896.478075 + Penalty 1963.824631 = -2964932.653444 nChanged 13 SP:Iteration 63Q (11771.172417 sec): 3 clusters Score: Raw -2966897.055930 + Penalty 1963.824631 = -2964933.231299 nChanged 13 SP:Iteration 64Q (11771.214868 sec): 3 clusters Score: Raw -2966897.622350 + Penalty 1963.824631 = -2964933.797719 nChanged 15 SP:Iteration 65Q (11771.257175 sec): 3 clusters Score: Raw -2966898.727020 + Penalty 1963.824631 = -2964934.902389 nChanged 17 SP:Iteration 66Q (11771.299828 sec): 3 clusters Score: Raw -2966900.540187 + Penalty 1963.824631 = -2964936.715557 nChanged 22 SP:Iteration 67Q (11771.342092 sec): 3 clusters Score: Raw -2966902.577530 + Penalty 1963.824631 = -2964938.752899 nChanged 21 SP:Iteration 68Q (11771.384705 sec): 3 clusters Score: Raw -2966904.081942 + Penalty 1963.824631 = -2964940.257312 nChanged 20 SP:Iteration 69Q (11771.427023 sec): 3 clusters Score: Raw -2966906.123010 + Penalty 1963.824631 = -2964942.298380 nChanged 28 SP:Iteration 70Q (11771.469363 sec): 3 clusters Score: Raw -2966908.755870 + Penalty 1963.824631 = -2964944.931240 nChanged 30 SP:Iteration 71Q (11771.511543 sec): 3 clusters Score: Raw -2966911.435541 + Penalty 1963.824631 = -2964947.610910 nChanged 42 SP:Iteration 72Q (11771.553986 sec): 3 clusters Score: Raw -2966915.265882 + Penalty 1963.824631 = -2964951.441251 nChanged 31 SP:Iteration 73Q (11771.596218 sec): 3 clusters Score: Raw -2966917.987541 + Penalty 1963.824631 = -2964954.162910 nChanged 30 SP:Iteration 74Q (11771.649158 sec): 3 clusters Score: Raw -2966920.117015 + Penalty 1963.824631 = -2964956.292384 nChanged 30 SP:Iteration 75Q (11771.691078 sec): 3 clusters Score: Raw -2966922.840203 + Penalty 1963.824631 = -2964959.015572 nChanged 35 SP:Iteration 76Q (11771.732939 sec): 3 clusters Score: Raw -2966926.706496 + Penalty 1963.824631 = -2964962.881865 nChanged 40 SP:Iteration 77Q (11771.774928 sec): 3 clusters Score: Raw -2966930.339443 + Penalty 1963.824631 = -2964966.514813 nChanged 36 SP:Iteration 78Q (11771.817151 sec): 3 clusters Score: Raw -2966933.370748 + Penalty 1963.824631 = -2964969.546118 nChanged 29 SP:Iteration 79Q (11771.859086 sec): 3 clusters Score: Raw -2966935.515041 + Penalty 1963.824631 = -2964971.690410 nChanged 28 SP:Iteration 80F (11771.906932 sec): 3 clusters Score: Raw -2966937.704469 + Penalty 1963.824631 = -2964973.879838 nChanged 29 SP:Iteration 81Q (11771.949111 sec): 3 clusters Score: Raw -2966939.657353 + Penalty 1963.824631 = -2964975.832723 nChanged 34 SP:Iteration 82Q (11771.991055 sec): 3 clusters Score: Raw -2966942.556945 + Penalty 1963.824631 = -2964978.732314 nChanged 27 SP:Iteration 83Q (11772.032727 sec): 3 clusters Score: Raw -2966944.252303 + Penalty 1963.824631 = -2964980.427672 nChanged 21 SP:Iteration 84Q (11772.074578 sec): 3 clusters Score: Raw -2966945.588731 + Penalty 1963.824631 = -2964981.764100 nChanged 17 SP:Iteration 85Q (11772.116344 sec): 3 clusters Score: Raw -2966947.001753 + Penalty 1963.824631 = -2964983.177122 nChanged 22 SP:Iteration 86Q (11772.158508 sec): 3 clusters Score: Raw -2966948.987882 + Penalty 1963.824631 = -2964985.163251 nChanged 23 SP:Iteration 87Q (11772.200631 sec): 3 clusters Score: Raw -2966950.501460 + Penalty 1963.824631 = -2964986.676829 nChanged 15 SP:Iteration 88Q (11772.242501 sec): 3 clusters Score: Raw -2966951.504712 + Penalty 1963.824631 = -2964987.680082 nChanged 18 SP:Iteration 89Q (11772.284274 sec): 3 clusters Score: Raw -2966952.549765 + Penalty 1963.824631 = -2964988.725134 nChanged 17 SP:Iteration 90Q (11772.326525 sec): 3 clusters Score: Raw -2966953.708096 + Penalty 1963.824631 = -2964989.883465 nChanged 12 SP:Iteration 91Q (11772.368072 sec): 3 clusters Score: Raw -2966954.525575 + Penalty 1963.824631 = -2964990.700944 nChanged 9 SP:Iteration 92Q (11772.410074 sec): 3 clusters Score: Raw -2966954.953631 + Penalty 1963.824631 = -2964991.129000 nChanged 10 SP:Iteration 93Q (11772.451834 sec): 3 clusters Score: Raw -2966955.743717 + Penalty 1963.824631 = -2964991.919086 nChanged 13 SP:Iteration 94Q (11772.493381 sec): 3 clusters Score: Raw -2966956.907129 + Penalty 1963.824631 = -2964993.082498 nChanged 16 SP:Iteration 95Q (11772.535204 sec): 3 clusters Score: Raw -2966958.387737 + Penalty 1963.824631 = -2964994.563106 nChanged 15 SP:Iteration 96Q (11772.577075 sec): 3 clusters Score: Raw -2966959.597000 + Penalty 1963.824631 = -2964995.772369 nChanged 9 SP:Iteration 97Q (11772.619000 sec): 3 clusters Score: Raw -2966960.237407 + Penalty 1963.824631 = -2964996.412776 nChanged 11 SP:Iteration 98Q (11772.660674 sec): 3 clusters Score: Raw -2966960.779229 + Penalty 1963.824631 = -2964996.954599 nChanged 7 SP:Iteration 99Q (11772.702549 sec): 3 clusters Score: Raw -2966961.082606 + Penalty 1963.824631 = -2964997.257976 nChanged 6 SP:Iteration 100F (11772.750382 sec): 3 clusters Score: Raw -2966961.294352 + Penalty 1963.824631 = -2964997.469721 nChanged 3 SP:Iteration 101Q (11772.792462 sec): 3 clusters Score: Raw -2966961.362362 + Penalty 1963.824631 = -2964997.537732 nChanged 2 SP:Iteration 102Q (11772.834140 sec): 3 clusters Score: Raw -2966961.424136 + Penalty 1963.824631 = -2964997.599505 nChanged 3 SP:Iteration 103Q (11772.876016 sec): 3 clusters Score: Raw -2966961.515770 + Penalty 1963.824631 = -2964997.691139 nChanged 3 SP:Iteration 104Q (11772.917692 sec): 3 clusters Score: Raw -2966961.601982 + Penalty 1963.824631 = -2964997.777351 nChanged 3 SP:Iteration 105Q (11772.959426 sec): 3 clusters Score: Raw -2966961.781793 + Penalty 1963.824631 = -2964997.957162 nChanged 4 SP:Iteration 106Q (11773.001207 sec): 3 clusters Score: Raw -2966962.070787 + Penalty 1963.824631 = -2964998.246156 nChanged 4 SP:Iteration 107Q (11773.042883 sec): 3 clusters Score: Raw -2966962.215202 + Penalty 1963.824631 = -2964998.390571 nChanged 5 SP:Iteration 108Q (11773.084642 sec): 3 clusters Score: Raw -2966962.361488 + Penalty 1963.824631 = -2964998.536858 nChanged 6 SP:Iteration 109Q (11773.126328 sec): 3 clusters Score: Raw -2966962.630870 + Penalty 1963.824631 = -2964998.806239 nChanged 7 SP:Iteration 110Q (11773.168164 sec): 3 clusters Score: Raw -2966962.981750 + Penalty 1963.824631 = -2964999.157119 nChanged 9 SP:Iteration 111Q (11773.209606 sec): 3 clusters Score: Raw -2966963.420689 + Penalty 1963.824631 = -2964999.596058 nChanged 6 SP:Iteration 112Q (11773.251767 sec): 3 clusters Score: Raw -2966963.704038 + Penalty 1963.824631 = -2964999.879407 nChanged 4 SP:Iteration 113Q (11773.293322 sec): 3 clusters Score: Raw -2966963.828630 + Penalty 1963.824631 = -2965000.003999 nChanged 4 SP:Iteration 114Q (11773.334943 sec): 3 clusters Score: Raw -2966963.955180 + Penalty 1963.824631 = -2965000.130549 nChanged 5 SP:Iteration 115Q (11773.376687 sec): 3 clusters Score: Raw -2966964.170627 + Penalty 1963.824631 = -2965000.345997 nChanged 7 SP:Iteration 116Q (11773.418247 sec): 3 clusters Score: Raw -2966964.621541 + Penalty 1963.824631 = -2965000.796910 nChanged 7 SP:Iteration 117Q (11773.460393 sec): 3 clusters Score: Raw -2966964.915640 + Penalty 1963.824631 = -2965001.091010 nChanged 6 SP:Iteration 118Q (11773.501935 sec): 3 clusters Score: Raw -2966965.175137 + Penalty 1963.824631 = -2965001.350506 nChanged 6 SP:Iteration 119Q (11773.543765 sec): 3 clusters Score: Raw -2966965.534850 + Penalty 1963.824631 = -2965001.710219 nChanged 8 SP:Iteration 120F (11773.591706 sec): 3 clusters Score: Raw -2966966.182163 + Penalty 1963.824631 = -2965002.357532 nChanged 14 SP:Iteration 121Q (11773.633481 sec): 3 clusters Score: Raw -2966966.977398 + Penalty 1963.824631 = -2965003.152767 nChanged 15 SP:Iteration 122Q (11773.675146 sec): 3 clusters Score: Raw -2966967.851134 + Penalty 1963.824631 = -2965004.026503 nChanged 11 SP:Iteration 123Q (11773.716864 sec): 3 clusters Score: Raw -2966968.552004 + Penalty 1963.824631 = -2965004.727373 nChanged 11 SP:Iteration 124Q (11773.758443 sec): 3 clusters Score: Raw -2966969.512362 + Penalty 1963.824631 = -2965005.687731 nChanged 17 SP:Iteration 125Q (11773.800136 sec): 3 clusters Score: Raw -2966971.104978 + Penalty 1963.824631 = -2965007.280347 nChanged 16 SP:Iteration 126Q (11773.841758 sec): 3 clusters Score: Raw -2966972.513096 + Penalty 1963.824631 = -2965008.688465 nChanged 15 SP:Iteration 127Q (11773.883420 sec): 3 clusters Score: Raw -2966973.794383 + Penalty 1963.824631 = -2965009.969753 nChanged 15 SP:Iteration 128Q (11773.924962 sec): 3 clusters Score: Raw -2966975.230903 + Penalty 1963.824631 = -2965011.406272 nChanged 15 SP:Iteration 129Q (11773.966373 sec): 3 clusters Score: Raw -2966976.543315 + Penalty 1963.824631 = -2965012.718685 nChanged 13 SP:Iteration 130Q (11774.007976 sec): 3 clusters Score: Raw -2966977.818299 + Penalty 1963.824631 = -2965013.993668 nChanged 16 SP:Iteration 131Q (11774.049320 sec): 3 clusters Score: Raw -2966979.200244 + Penalty 1963.824631 = -2965015.375613 nChanged 14 SP:Iteration 132Q (11774.091076 sec): 3 clusters Score: Raw -2966980.485617 + Penalty 1963.824631 = -2965016.660986 nChanged 21 SP:Iteration 133Q (11774.132374 sec): 3 clusters Score: Raw -2966981.998838 + Penalty 1963.824631 = -2965018.174208 nChanged 14 SP:Iteration 134Q (11774.174181 sec): 3 clusters Score: Raw -2966983.445184 + Penalty 1963.824631 = -2965019.620554 nChanged 19 SP:Iteration 135Q (11774.215641 sec): 3 clusters Score: Raw -2966985.822805 + Penalty 1963.824631 = -2965021.998174 nChanged 26 SP:Iteration 136Q (11774.257022 sec): 3 clusters Score: Raw -2966988.720834 + Penalty 1963.824631 = -2965024.896203 nChanged 27 SP:Iteration 137Q (11774.298470 sec): 3 clusters Score: Raw -2966991.533352 + Penalty 1963.824631 = -2965027.708721 nChanged 20 SP:Iteration 138Q (11774.339565 sec): 3 clusters Score: Raw -2966993.996142 + Penalty 1963.824631 = -2965030.171511 nChanged 26 SP:Iteration 139Q (11774.381153 sec): 3 clusters Score: Raw -2966998.626014 + Penalty 1963.824631 = -2965034.801384 nChanged 37 SP:Iteration 140F (11774.428970 sec): 3 clusters Score: Raw -2967003.917444 + Penalty 1963.824631 = -2965040.092813 nChanged 34 SP:Iteration 141Q (11774.470406 sec): 3 clusters Score: Raw -2967009.399131 + Penalty 1963.824631 = -2965045.574500 nChanged 30 SP:Iteration 142Q (11774.511729 sec): 3 clusters Score: Raw -2967013.398119 + Penalty 1963.824631 = -2965049.573488 nChanged 33 SP:Iteration 143Q (11774.553084 sec): 3 clusters Score: Raw -2967017.659683 + Penalty 1963.824631 = -2965053.835052 nChanged 29 SP:Iteration 144Q (11774.594553 sec): 3 clusters Score: Raw -2967020.732327 + Penalty 1963.824631 = -2965056.907696 nChanged 20 SP:Iteration 145Q (11774.636005 sec): 3 clusters Score: Raw -2967022.990419 + Penalty 1963.824631 = -2965059.165788 nChanged 19 SP:Iteration 146Q (11774.677216 sec): 3 clusters Score: Raw -2967025.353009 + Penalty 1963.824631 = -2965061.528378 nChanged 22 SP:Iteration 147Q (11774.718509 sec): 3 clusters Score: Raw -2967027.766060 + Penalty 1963.824631 = -2965063.941430 nChanged 13 SP:Iteration 148Q (11774.759602 sec): 3 clusters Score: Raw -2967029.270617 + Penalty 1963.824631 = -2965065.445986 nChanged 19 SP:Iteration 149Q (11774.800522 sec): 3 clusters Score: Raw -2967031.169318 + Penalty 1963.824631 = -2965067.344688 nChanged 17 SP:Iteration 150Q (11774.841652 sec): 3 clusters Score: Raw -2967032.688229 + Penalty 1963.824631 = -2965068.863598 nChanged 15 SP:Iteration 151Q (11774.882752 sec): 3 clusters Score: Raw -2967033.879403 + Penalty 1963.824631 = -2965070.054773 nChanged 15 SP:Iteration 152Q (11774.924132 sec): 3 clusters Score: Raw -2967035.273235 + Penalty 1963.824631 = -2965071.448605 nChanged 16 SP:Iteration 153Q (11774.965060 sec): 3 clusters Score: Raw -2967036.455822 + Penalty 1963.824631 = -2965072.631191 nChanged 12 SP:Iteration 154Q (11775.006246 sec): 3 clusters Score: Raw -2967037.416908 + Penalty 1963.824631 = -2965073.592277 nChanged 12 SP:Iteration 155Q (11775.047296 sec): 3 clusters Score: Raw -2967038.408577 + Penalty 1963.824631 = -2965074.583946 nChanged 13 SP:Iteration 156Q (11775.088409 sec): 3 clusters Score: Raw -2967039.690027 + Penalty 1963.824631 = -2965075.865397 nChanged 13 SP:Iteration 157Q (11775.129493 sec): 3 clusters Score: Raw -2967040.745583 + Penalty 1963.824631 = -2965076.920952 nChanged 14 SP:Iteration 158Q (11775.170431 sec): 3 clusters Score: Raw -2967041.991584 + Penalty 1963.824631 = -2965078.166953 nChanged 12 SP:Iteration 159Q (11775.211614 sec): 3 clusters Score: Raw -2967043.088141 + Penalty 1963.824631 = -2965079.263510 nChanged 14 SP:Iteration 160F (11775.259505 sec): 3 clusters Score: Raw -2967044.057994 + Penalty 1963.824631 = -2965080.233363 nChanged 12 SP:Iteration 161Q (11775.300920 sec): 3 clusters Score: Raw -2967045.078044 + Penalty 1963.824631 = -2965081.253413 nChanged 6 SP:Iteration 162Q (11775.341550 sec): 3 clusters Score: Raw -2967045.457968 + Penalty 1963.824631 = -2965081.633337 nChanged 9 SP:Iteration 163Q (11775.382564 sec): 3 clusters Score: Raw -2967046.165315 + Penalty 1963.824631 = -2965082.340684 nChanged 6 SP:Iteration 164Q (11775.423476 sec): 3 clusters Score: Raw -2967046.565806 + Penalty 1963.824631 = -2965082.741175 nChanged 3 SP:Iteration 165Q (11775.464337 sec): 3 clusters Score: Raw -2967046.732054 + Penalty 1963.824631 = -2965082.907423 nChanged 3 SP:Iteration 166Q (11775.505495 sec): 3 clusters Score: Raw -2967046.949475 + Penalty 1963.824631 = -2965083.124844 nChanged 6 SP:Iteration 167Q (11775.546291 sec): 3 clusters Score: Raw -2967047.318041 + Penalty 1963.824631 = -2965083.493410 nChanged 6 SP:Iteration 168Q (11775.587379 sec): 3 clusters Score: Raw -2967047.668741 + Penalty 1963.824631 = -2965083.844111 nChanged 8 SP:Iteration 169Q (11775.628267 sec): 3 clusters Score: Raw -2967048.552929 + Penalty 1963.824631 = -2965084.728298 nChanged 7 SP:Iteration 170Q (11775.668968 sec): 3 clusters Score: Raw -2967048.963658 + Penalty 1963.824631 = -2965085.139027 nChanged 2 SP:Iteration 171Q (11775.710142 sec): 3 clusters Score: Raw -2967049.148224 + Penalty 1963.824631 = -2965085.323594 nChanged 4 SP:Iteration 172Q (11775.751141 sec): 3 clusters Score: Raw -2967049.425382 + Penalty 1963.824631 = -2965085.600752 nChanged 2 SP:Iteration 173Q (11775.792093 sec): 3 clusters Score: Raw -2967049.513640 + Penalty 1963.824631 = -2965085.689009 nChanged 1 SP:Iteration 174Q (11775.833016 sec): 3 clusters Score: Raw -2967049.532583 + Penalty 1963.824631 = -2965085.707953 nChanged 2 SP:Iteration 175Q (11775.874029 sec): 3 clusters Score: Raw -2967049.600624 + Penalty 1963.824631 = -2965085.775993 nChanged 1 SP:Iteration 176Q (11775.915750 sec): 3 clusters Score: Raw -2967049.669694 + Penalty 1963.824631 = -2965085.845063 nChanged 1 SP:Iteration 177Q (11775.980142 sec): 3 clusters Score: Raw -2967049.874564 + Penalty 1963.824631 = -2965086.049933 nChanged 3 SP:Iteration 178Q (11776.020967 sec): 3 clusters Score: Raw -2967050.243927 + Penalty 1963.824631 = -2965086.419296 nChanged 3 SP:Iteration 179Q (11776.061762 sec): 3 clusters Score: Raw -2967050.452843 + Penalty 1963.824631 = -2965086.628213 nChanged 3 SP:Iteration 180F (11776.109815 sec): 3 clusters Score: Raw -2967050.669871 + Penalty 1963.824631 = -2965086.845240 nChanged 5 SP:Iteration 181Q (11776.150700 sec): 3 clusters Score: Raw -2967051.036180 + Penalty 1963.824631 = -2965087.211549 nChanged 4 SP:Iteration 182Q (11776.191653 sec): 3 clusters Score: Raw -2967051.237843 + Penalty 1963.824631 = -2965087.413212 nChanged 3 SP:Iteration 183Q (11776.232475 sec): 3 clusters Score: Raw -2967051.394361 + Penalty 1963.824631 = -2965087.569730 nChanged 4 SP:Iteration 184Q (11776.273712 sec): 3 clusters Score: Raw -2967051.721392 + Penalty 1963.824631 = -2965087.896761 nChanged 3 SP:Iteration 185Q (11776.314430 sec): 3 clusters Score: Raw -2967051.872961 + Penalty 1963.824631 = -2965088.048330 nChanged 1 SP:Iteration 186Q (11776.355434 sec): 3 clusters Score: Raw -2967051.912720 + Penalty 1963.824631 = -2965088.088089 nChanged 2 SP:Iteration 187Q (11776.396221 sec): 3 clusters Score: Raw -2967052.105387 + Penalty 1963.824631 = -2965088.280757 nChanged 3 SP:Iteration 188Q (11776.437043 sec): 3 clusters Score: Raw -2967052.347397 + Penalty 1963.824631 = -2965088.522766 nChanged 2 SP:Iteration 189Q (11776.478253 sec): 3 clusters Score: Raw -2967052.561086 + Penalty 1963.824631 = -2965088.736455 nChanged 4 SP:Iteration 190Q (11776.518925 sec): 3 clusters Score: Raw -2967052.843077 + Penalty 1963.824631 = -2965089.018446 nChanged 5 SP:Iteration 191Q (11776.559799 sec): 3 clusters Score: Raw -2967053.371971 + Penalty 1963.824631 = -2965089.547341 nChanged 8 SP:Iteration 192Q (11776.600728 sec): 3 clusters Score: Raw -2967054.047359 + Penalty 1963.824631 = -2965090.222728 nChanged 9 SP:Iteration 193Q (11776.641481 sec): 3 clusters Score: Raw -2967054.943159 + Penalty 1963.824631 = -2965091.118528 nChanged 14 SP:Iteration 194Q (11776.682441 sec): 3 clusters Score: Raw -2967056.012359 + Penalty 1963.824631 = -2965092.187729 nChanged 7 SP:Iteration 195Q (11776.723465 sec): 3 clusters Score: Raw -2967056.469822 + Penalty 1963.824631 = -2965092.645191 nChanged 8 SP:Iteration 196Q (11776.764335 sec): 3 clusters Score: Raw -2967057.093309 + Penalty 1963.824631 = -2965093.268678 nChanged 7 SP:Iteration 197Q (11776.805128 sec): 3 clusters Score: Raw -2967057.602231 + Penalty 1963.824631 = -2965093.777601 nChanged 5 SP:Iteration 198Q (11776.846112 sec): 3 clusters Score: Raw -2967057.928568 + Penalty 1963.824631 = -2965094.103937 nChanged 4 SP:Iteration 199Q (11776.886832 sec): 3 clusters Score: Raw -2967058.148650 + Penalty 1963.824631 = -2965094.324020 nChanged 5 SP:Iteration 200F (11776.934750 sec): 3 clusters Score: Raw -2967058.402632 + Penalty 1963.824631 = -2965094.578001 nChanged 6 SP:Iteration 201Q (11776.975553 sec): 3 clusters Score: Raw -2967058.792327 + Penalty 1963.824631 = -2965094.967697 nChanged 7 SP:Iteration 202Q (11777.016074 sec): 3 clusters Score: Raw -2967059.179274 + Penalty 1963.824631 = -2965095.354643 nChanged 5 SP:Iteration 203Q (11777.057105 sec): 3 clusters Score: Raw -2967059.432884 + Penalty 1963.824631 = -2965095.608253 nChanged 5 SP:Iteration 204Q (11777.097757 sec): 3 clusters Score: Raw -2967059.781196 + Penalty 1963.824631 = -2965095.956566 nChanged 4 SP:Iteration 205Q (11777.138480 sec): 3 clusters Score: Raw -2967060.035593 + Penalty 1963.824631 = -2965096.210962 nChanged 4 SP:Iteration 206Q (11777.179237 sec): 3 clusters Score: Raw -2967060.219111 + Penalty 1963.824631 = -2965096.394480 nChanged 2 SP:Iteration 207Q (11777.220206 sec): 3 clusters Score: Raw -2967060.502997 + Penalty 1963.824631 = -2965096.678366 nChanged 2 SP:Iteration 208Q (11777.261181 sec): 3 clusters Score: Raw -2967060.632441 + Penalty 1963.824631 = -2965096.807811 nChanged 3 SP:Iteration 209Q (11777.301785 sec): 3 clusters Score: Raw -2967060.957075 + Penalty 1963.824631 = -2965097.132444 nChanged 9 SP:Iteration 210Q (11777.342919 sec): 3 clusters Score: Raw -2967062.024666 + Penalty 1963.824631 = -2965098.200035 nChanged 8 SP:Iteration 211Q (11777.384237 sec): 3 clusters Score: Raw -2967062.975099 + Penalty 1963.824631 = -2965099.150468 nChanged 10 SP:Iteration 212Q (11777.425009 sec): 3 clusters Score: Raw -2967063.848625 + Penalty 1963.824631 = -2965100.023995 nChanged 8 SP:Iteration 213Q (11777.465995 sec): 3 clusters Score: Raw -2967064.396227 + Penalty 1963.824631 = -2965100.571597 nChanged 8 SP:Iteration 214Q (11777.506694 sec): 3 clusters Score: Raw -2967064.971903 + Penalty 1963.824631 = -2965101.147273 nChanged 6 SP:Iteration 215Q (11777.547589 sec): 3 clusters Score: Raw -2967065.370616 + Penalty 1963.824631 = -2965101.545986 nChanged 3 SP:Iteration 216Q (11777.588274 sec): 3 clusters Score: Raw -2967065.530705 + Penalty 1963.824631 = -2965101.706074 nChanged 2 SP:Iteration 217Q (11777.629058 sec): 3 clusters Score: Raw -2967065.638262 + Penalty 1963.824631 = -2965101.813631 nChanged 2 SP:Iteration 218Q (11777.669920 sec): 3 clusters Score: Raw -2967065.766483 + Penalty 1963.824631 = -2965101.941853 nChanged 1 SP:Iteration 219Q (11777.710742 sec): 3 clusters Score: Raw -2967065.881067 + Penalty 1963.824631 = -2965102.056436 nChanged 0 SP:Iteration 220F (11777.758622 sec): 3 clusters Score: Raw -2967065.881067 + Penalty 1963.824631 = -2965102.056436 nChanged 0 Trying to split cluster 11 (31351 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11777.797864 sec): 2 clusters Score: Raw -2911757.328654 + Penalty 983.535137 = -2910773.793517 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11777.849912 sec): 3 clusters Score: Raw -2891704.571600 + Penalty 1967.070274 = -2889737.501326 nChanged 14748 SP:Iteration 1F (11777.898399 sec): 3 clusters Score: Raw -2900143.381054 + Penalty 1967.070274 = -2898176.310780 nChanged 1506 SP:Iteration 2Q (11777.948166 sec): 3 clusters Score: Raw -2900696.210433 + Penalty 1967.070274 = -2898729.140159 nChanged 1571 SP:Iteration 3F (11777.996247 sec): 3 clusters Score: Raw -2901388.857678 + Penalty 1967.070274 = -2899421.787404 nChanged 1731 SP:Iteration 4F (11778.044974 sec): 3 clusters Score: Raw -2902363.723983 + Penalty 1967.070274 = -2900396.653708 nChanged 2007 SP:Iteration 5F (11778.093361 sec): 3 clusters Score: Raw -2903709.825445 + Penalty 1967.070274 = -2901742.755171 nChanged 2244 SP:Iteration 6F (11778.141886 sec): 3 clusters Score: Raw -2905466.835727 + Penalty 1967.070274 = -2903499.765453 nChanged 2148 SP:Iteration 7F (11778.190420 sec): 3 clusters Score: Raw -2907359.714442 + Penalty 1967.070274 = -2905392.644168 nChanged 1789 SP:Iteration 8F (11778.238905 sec): 3 clusters Score: Raw -2908993.856587 + Penalty 1967.070274 = -2907026.786313 nChanged 1277 SP:Iteration 9Q (11778.285189 sec): 3 clusters Score: Raw -2910120.004292 + Penalty 1967.070274 = -2908152.934018 nChanged 812 SP:Iteration 10Q (11778.329620 sec): 3 clusters Score: Raw -2910816.997857 + Penalty 1967.070274 = -2908849.927583 nChanged 509 SP:Iteration 11Q (11778.410760 sec): 3 clusters Score: Raw -2911252.408638 + Penalty 1967.070274 = -2909285.338364 nChanged 321 SP:Iteration 12Q (11778.469811 sec): 3 clusters Score: Raw -2911525.459783 + Penalty 1967.070274 = -2909558.389509 nChanged 184 SP:Iteration 13Q (11778.510635 sec): 3 clusters Score: Raw -2911668.378022 + Penalty 1967.070274 = -2909701.307748 nChanged 103 SP:Iteration 14Q (11778.551203 sec): 3 clusters Score: Raw -2911737.718832 + Penalty 1967.070274 = -2909770.648557 nChanged 59 SP:Iteration 15Q (11778.591413 sec): 3 clusters Score: Raw -2911778.699642 + Penalty 1967.070274 = -2909811.629368 nChanged 50 SP:Iteration 16Q (11778.631701 sec): 3 clusters Score: Raw -2911814.101472 + Penalty 1967.070274 = -2909847.031197 nChanged 34 SP:Iteration 17Q (11778.671863 sec): 3 clusters Score: Raw -2911841.510417 + Penalty 1967.070274 = -2909874.440143 nChanged 21 SP:Iteration 18Q (11778.712257 sec): 3 clusters Score: Raw -2911853.349730 + Penalty 1967.070274 = -2909886.279455 nChanged 12 SP:Iteration 19Q (11778.752445 sec): 3 clusters Score: Raw -2911862.026856 + Penalty 1967.070274 = -2909894.956582 nChanged 14 SP:Iteration 20F (11778.800126 sec): 3 clusters Score: Raw -2911875.774629 + Penalty 1967.070274 = -2909908.704355 nChanged 18 SP:Iteration 21Q (11778.840692 sec): 3 clusters Score: Raw -2911891.105999 + Penalty 1967.070274 = -2909924.035724 nChanged 12 SP:Iteration 22Q (11778.881115 sec): 3 clusters Score: Raw -2911902.179266 + Penalty 1967.070274 = -2909935.108992 nChanged 7 SP:Iteration 23Q (11778.921177 sec): 3 clusters Score: Raw -2911907.180555 + Penalty 1967.070274 = -2909940.110281 nChanged 4 SP:Iteration 24Q (11778.961091 sec): 3 clusters Score: Raw -2911911.670607 + Penalty 1967.070274 = -2909944.600333 nChanged 2 SP:Iteration 25Q (11779.001284 sec): 3 clusters Score: Raw -2911912.809807 + Penalty 1967.070274 = -2909945.739533 nChanged 1 SP:Iteration 26Q (11779.041150 sec): 3 clusters Score: Raw -2911914.347872 + Penalty 1967.070274 = -2909947.277598 nChanged 1 SP:Iteration 27Q (11779.081532 sec): 3 clusters Score: Raw -2911915.490272 + Penalty 1967.070274 = -2909948.419998 nChanged 2 SP:Iteration 28Q (11779.121602 sec): 3 clusters Score: Raw -2911917.409523 + Penalty 1967.070274 = -2909950.339249 nChanged 1 SP:Iteration 29Q (11779.161659 sec): 3 clusters Score: Raw -2911918.329488 + Penalty 1967.070274 = -2909951.259214 nChanged 0 SP:Iteration 30F (11779.209127 sec): 3 clusters Score: Raw -2911918.329488 + Penalty 1967.070274 = -2909951.259214 nChanged 0 Trying to split cluster 12 (2296 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11779.222089 sec): 2 clusters Score: Raw -214575.435475 + Penalty 735.197757 = -213840.237718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11779.231425 sec): 3 clusters Score: Raw -213432.296502 + Penalty 1470.395514 = -211961.900988 nChanged 903 SP:Iteration 1F (11779.239939 sec): 3 clusters Score: Raw -213942.239110 + Penalty 1470.395514 = -212471.843596 nChanged 182 SP:Iteration 2F (11779.248336 sec): 3 clusters Score: Raw -214060.577377 + Penalty 1470.395514 = -212590.181863 nChanged 141 SP:Iteration 3F (11779.256826 sec): 3 clusters Score: Raw -214164.000720 + Penalty 1470.395514 = -212693.605206 nChanged 146 SP:Iteration 4F (11779.265323 sec): 3 clusters Score: Raw -214295.628056 + Penalty 1470.395514 = -212825.232542 nChanged 153 SP:Iteration 5F (11779.273756 sec): 3 clusters Score: Raw -214421.107326 + Penalty 1470.395514 = -212950.711812 nChanged 130 SP:Iteration 6F (11779.282217 sec): 3 clusters Score: Raw -214501.267753 + Penalty 1470.395514 = -213030.872239 nChanged 78 SP:Iteration 7Q (11779.290598 sec): 3 clusters Score: Raw -214542.948928 + Penalty 1470.395514 = -213072.553414 nChanged 69 SP:Iteration 8Q (11779.299048 sec): 3 clusters Score: Raw -214587.644373 + Penalty 1470.395514 = -213117.248859 nChanged 69 SP:Iteration 9Q (11779.307387 sec): 3 clusters Score: Raw -214630.932050 + Penalty 1470.395514 = -213160.536536 nChanged 57 SP:Iteration 10Q (11779.315835 sec): 3 clusters Score: Raw -214664.864707 + Penalty 1470.395514 = -213194.469194 nChanged 46 SP:Iteration 11Q (11779.324270 sec): 3 clusters Score: Raw -214689.017525 + Penalty 1470.395514 = -213218.622011 nChanged 39 SP:Iteration 12Q (11779.332685 sec): 3 clusters Score: Raw -214705.478737 + Penalty 1470.395514 = -213235.083223 nChanged 23 SP:Iteration 13Q (11779.341080 sec): 3 clusters Score: Raw -214714.183865 + Penalty 1470.395514 = -213243.788351 nChanged 21 SP:Iteration 14Q (11779.349481 sec): 3 clusters Score: Raw -214721.273010 + Penalty 1470.395514 = -213250.877496 nChanged 20 SP:Iteration 15Q (11779.357910 sec): 3 clusters Score: Raw -214728.855938 + Penalty 1470.395514 = -213258.460424 nChanged 13 SP:Iteration 16Q (11779.366324 sec): 3 clusters Score: Raw -214732.862905 + Penalty 1470.395514 = -213262.467391 nChanged 11 SP:Iteration 17Q (11779.374753 sec): 3 clusters Score: Raw -214737.370536 + Penalty 1470.395514 = -213266.975022 nChanged 8 SP:Iteration 18Q (11779.383059 sec): 3 clusters Score: Raw -214739.536724 + Penalty 1470.395514 = -213269.141210 nChanged 7 SP:Iteration 19Q (11779.391483 sec): 3 clusters Score: Raw -214741.449845 + Penalty 1470.395514 = -213271.054331 nChanged 4 SP:Iteration 20F (11779.399901 sec): 3 clusters Score: Raw -214742.917507 + Penalty 1470.395514 = -213272.521993 nChanged 3 SP:Iteration 21Q (11779.408302 sec): 3 clusters Score: Raw -214743.969252 + Penalty 1470.395514 = -213273.573739 nChanged 4 SP:Iteration 22Q (11779.416697 sec): 3 clusters Score: Raw -214745.233363 + Penalty 1470.395514 = -213274.837849 nChanged 3 SP:Iteration 23Q (11779.425143 sec): 3 clusters Score: Raw -214745.821398 + Penalty 1470.395514 = -213275.425884 nChanged 2 SP:Iteration 24Q (11779.433547 sec): 3 clusters Score: Raw -214746.247489 + Penalty 1470.395514 = -213275.851975 nChanged 3 SP:Iteration 25Q (11779.441855 sec): 3 clusters Score: Raw -214746.880559 + Penalty 1470.395514 = -213276.485045 nChanged 4 SP:Iteration 26Q (11779.450280 sec): 3 clusters Score: Raw -214748.112022 + Penalty 1470.395514 = -213277.716508 nChanged 6 SP:Iteration 27Q (11779.458683 sec): 3 clusters Score: Raw -214749.683450 + Penalty 1470.395514 = -213279.287936 nChanged 4 SP:Iteration 28Q (11779.466984 sec): 3 clusters Score: Raw -214750.967568 + Penalty 1470.395514 = -213280.572054 nChanged 2 SP:Iteration 29Q (11779.475370 sec): 3 clusters Score: Raw -214751.740085 + Penalty 1470.395514 = -213281.344571 nChanged 4 SP:Iteration 30Q (11779.483787 sec): 3 clusters Score: Raw -214752.644245 + Penalty 1470.395514 = -213282.248731 nChanged 3 SP:Iteration 31Q (11779.492103 sec): 3 clusters Score: Raw -214753.644020 + Penalty 1470.395514 = -213283.248506 nChanged 3 SP:Iteration 32Q (11779.500411 sec): 3 clusters Score: Raw -214754.978213 + Penalty 1470.395514 = -213284.582699 nChanged 4 SP:Iteration 33Q (11779.508813 sec): 3 clusters Score: Raw -214756.842210 + Penalty 1470.395514 = -213286.446696 nChanged 8 SP:Iteration 34Q (11779.517240 sec): 3 clusters Score: Raw -214759.850757 + Penalty 1470.395514 = -213289.455243 nChanged 5 SP:Iteration 35Q (11779.525638 sec): 3 clusters Score: Raw -214761.842134 + Penalty 1470.395514 = -213291.446620 nChanged 6 SP:Iteration 36Q (11779.534022 sec): 3 clusters Score: Raw -214764.077577 + Penalty 1470.395514 = -213293.682063 nChanged 2 SP:Iteration 37Q (11779.542414 sec): 3 clusters Score: Raw -214765.023857 + Penalty 1470.395514 = -213294.628343 nChanged 3 SP:Iteration 38Q (11779.550837 sec): 3 clusters Score: Raw -214766.123639 + Penalty 1470.395514 = -213295.728125 nChanged 2 SP:Iteration 39Q (11779.559230 sec): 3 clusters Score: Raw -214766.976132 + Penalty 1470.395514 = -213296.580618 nChanged 0 SP:Iteration 40F (11779.567644 sec): 3 clusters Score: Raw -214766.976132 + Penalty 1470.395514 = -213296.580618 nChanged 0 Trying to split cluster 13 (33682 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11779.614676 sec): 2 clusters Score: Raw -3230869.274480 + Penalty 990.348291 = -3229878.926189 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11779.670122 sec): 3 clusters Score: Raw -3209343.664025 + Penalty 1980.696581 = -3207362.967443 nChanged 15900 SP:Iteration 1F (11779.721656 sec): 3 clusters Score: Raw -3218523.518075 + Penalty 1980.696581 = -3216542.821493 nChanged 1421 SP:Iteration 2Q (11779.774266 sec): 3 clusters Score: Raw -3219079.833339 + Penalty 1980.696581 = -3217099.136757 nChanged 1583 SP:Iteration 3Q (11779.826035 sec): 3 clusters Score: Raw -3219873.042312 + Penalty 1980.696581 = -3217892.345731 nChanged 1833 SP:Iteration 4F (11779.876934 sec): 3 clusters Score: Raw -3220982.704267 + Penalty 1980.696581 = -3219002.007686 nChanged 2025 SP:Iteration 5F (11779.928637 sec): 3 clusters Score: Raw -3222440.818521 + Penalty 1980.696581 = -3220460.121940 nChanged 2197 SP:Iteration 6F (11779.979974 sec): 3 clusters Score: Raw -3224259.797996 + Penalty 1980.696581 = -3222279.101414 nChanged 2297 SP:Iteration 7F (11780.031373 sec): 3 clusters Score: Raw -3226258.665501 + Penalty 1980.696581 = -3224277.968920 nChanged 1970 SP:Iteration 8F (11780.082714 sec): 3 clusters Score: Raw -3227958.961812 + Penalty 1980.696581 = -3225978.265231 nChanged 1529 SP:Iteration 9Q (11780.131405 sec): 3 clusters Score: Raw -3229240.987055 + Penalty 1980.696581 = -3227260.290473 nChanged 967 SP:Iteration 10Q (11780.177799 sec): 3 clusters Score: Raw -3230013.964222 + Penalty 1980.696581 = -3228033.267641 nChanged 588 SP:Iteration 11Q (11780.222838 sec): 3 clusters Score: Raw -3230473.175187 + Penalty 1980.696581 = -3228492.478605 nChanged 308 SP:Iteration 12Q (11780.295173 sec): 3 clusters Score: Raw -3230702.990627 + Penalty 1980.696581 = -3228722.294046 nChanged 202 SP:Iteration 13Q (11780.339049 sec): 3 clusters Score: Raw -3230844.387128 + Penalty 1980.696581 = -3228863.690547 nChanged 103 SP:Iteration 14Q (11780.414617 sec): 3 clusters Score: Raw -3230915.100159 + Penalty 1980.696581 = -3228934.403578 nChanged 77 SP:Iteration 15Q (11780.464408 sec): 3 clusters Score: Raw -3230969.508826 + Penalty 1980.696581 = -3228988.812244 nChanged 40 SP:Iteration 16Q (11780.506176 sec): 3 clusters Score: Raw -3230991.735043 + Penalty 1980.696581 = -3229011.038462 nChanged 31 SP:Iteration 17Q (11780.548873 sec): 3 clusters Score: Raw -3231007.811517 + Penalty 1980.696581 = -3229027.114935 nChanged 20 SP:Iteration 18Q (11780.591690 sec): 3 clusters Score: Raw -3231018.227248 + Penalty 1980.696581 = -3229037.530667 nChanged 14 SP:Iteration 19Q (11780.634076 sec): 3 clusters Score: Raw -3231026.467778 + Penalty 1980.696581 = -3229045.771197 nChanged 11 SP:Iteration 20F (11780.684213 sec): 3 clusters Score: Raw -3231032.790370 + Penalty 1980.696581 = -3229052.093789 nChanged 6 SP:Iteration 21Q (11780.727806 sec): 3 clusters Score: Raw -3231037.280132 + Penalty 1980.696581 = -3229056.583550 nChanged 9 SP:Iteration 22Q (11780.770004 sec): 3 clusters Score: Raw -3231043.162828 + Penalty 1980.696581 = -3229062.466246 nChanged 14 SP:Iteration 23Q (11780.812772 sec): 3 clusters Score: Raw -3231049.947981 + Penalty 1980.696581 = -3229069.251399 nChanged 7 SP:Iteration 24Q (11780.855174 sec): 3 clusters Score: Raw -3231054.306017 + Penalty 1980.696581 = -3229073.609435 nChanged 6 SP:Iteration 25Q (11780.897619 sec): 3 clusters Score: Raw -3231057.856315 + Penalty 1980.696581 = -3229077.159734 nChanged 6 SP:Iteration 26Q (11780.939925 sec): 3 clusters Score: Raw -3231060.115146 + Penalty 1980.696581 = -3229079.418565 nChanged 5 SP:Iteration 27Q (11780.982524 sec): 3 clusters Score: Raw -3231062.405904 + Penalty 1980.696581 = -3229081.709323 nChanged 2 SP:Iteration 28Q (11781.024701 sec): 3 clusters Score: Raw -3231063.252505 + Penalty 1980.696581 = -3229082.555923 nChanged 2 SP:Iteration 29Q (11781.067370 sec): 3 clusters Score: Raw -3231064.419451 + Penalty 1980.696581 = -3229083.722870 nChanged 1 SP:Iteration 30Q (11781.109800 sec): 3 clusters Score: Raw -3231065.359815 + Penalty 1980.696581 = -3229084.663233 nChanged 2 SP:Iteration 31Q (11781.152232 sec): 3 clusters Score: Raw -3231066.803516 + Penalty 1980.696581 = -3229086.106935 nChanged 1 SP:Iteration 32Q (11781.194798 sec): 3 clusters Score: Raw -3231067.113382 + Penalty 1980.696581 = -3229086.416800 nChanged 1 SP:Iteration 33Q (11781.237166 sec): 3 clusters Score: Raw -3231067.436944 + Penalty 1980.696581 = -3229086.740363 nChanged 0 SP:Iteration 34F (11781.287449 sec): 3 clusters Score: Raw -3231067.436944 + Penalty 1980.696581 = -3229086.740363 nChanged 0 Trying to split cluster 14 (64260 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11781.356215 sec): 2 clusters Score: Raw -5857048.346093 + Penalty 1051.715800 = -5855996.630293 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11781.448050 sec): 3 clusters Score: Raw -5815069.256270 + Penalty 2103.431600 = -5812965.824670 nChanged 30849 SP:Iteration 1F (11781.535250 sec): 3 clusters Score: Raw -5833432.643657 + Penalty 2103.431600 = -5831329.212056 nChanged 2749 SP:Iteration 2Q (11781.626984 sec): 3 clusters Score: Raw -5834292.468210 + Penalty 2103.431600 = -5832189.036610 nChanged 2857 SP:Iteration 3Q (11781.718684 sec): 3 clusters Score: Raw -5835408.849573 + Penalty 2103.431600 = -5833305.417973 nChanged 3211 SP:Iteration 4Q (11781.810160 sec): 3 clusters Score: Raw -5837077.634408 + Penalty 2103.431600 = -5834974.202808 nChanged 3746 SP:Iteration 5F (11781.897128 sec): 3 clusters Score: Raw -5839596.665380 + Penalty 2103.431600 = -5837493.233779 nChanged 4118 SP:Iteration 6F (11781.984453 sec): 3 clusters Score: Raw -5842769.531177 + Penalty 2103.431600 = -5840666.099577 nChanged 3997 SP:Iteration 7F (11782.071791 sec): 3 clusters Score: Raw -5846150.808790 + Penalty 2103.431600 = -5844047.377190 nChanged 3383 SP:Iteration 8F (11782.158668 sec): 3 clusters Score: Raw -5848958.986355 + Penalty 2103.431600 = -5846855.554755 nChanged 2644 SP:Iteration 9Q (11782.243523 sec): 3 clusters Score: Raw -5850949.389052 + Penalty 2103.431600 = -5848845.957452 nChanged 1982 SP:Iteration 10Q (11782.325448 sec): 3 clusters Score: Raw -5852357.784171 + Penalty 2103.431600 = -5850254.352570 nChanged 1597 SP:Iteration 11Q (11782.405703 sec): 3 clusters Score: Raw -5853475.212927 + Penalty 2103.431600 = -5851371.781327 nChanged 1314 SP:Iteration 12Q (11782.484164 sec): 3 clusters Score: Raw -5854409.990563 + Penalty 2103.431600 = -5852306.558962 nChanged 1110 SP:Iteration 13Q (11782.560923 sec): 3 clusters Score: Raw -5855226.915959 + Penalty 2103.431600 = -5853123.484359 nChanged 883 SP:Iteration 14Q (11782.636279 sec): 3 clusters Score: Raw -5855875.880682 + Penalty 2103.431600 = -5853772.449082 nChanged 659 SP:Iteration 15Q (11782.709839 sec): 3 clusters Score: Raw -5856344.401017 + Penalty 2103.431600 = -5854240.969417 nChanged 448 SP:Iteration 16Q (11782.782270 sec): 3 clusters Score: Raw -5856658.983613 + Penalty 2103.431600 = -5854555.552013 nChanged 280 SP:Iteration 17Q (11782.854141 sec): 3 clusters Score: Raw -5856849.156215 + Penalty 2103.431600 = -5854745.724615 nChanged 172 SP:Iteration 18Q (11782.925517 sec): 3 clusters Score: Raw -5856956.855600 + Penalty 2103.431600 = -5854853.424000 nChanged 97 SP:Iteration 19Q (11782.996700 sec): 3 clusters Score: Raw -5857018.209080 + Penalty 2103.431600 = -5854914.777479 nChanged 74 SP:Iteration 20F (11783.082830 sec): 3 clusters Score: Raw -5857067.093868 + Penalty 2103.431600 = -5854963.662268 nChanged 57 SP:Iteration 21Q (11783.153750 sec): 3 clusters Score: Raw -5857107.870383 + Penalty 2103.431600 = -5855004.438783 nChanged 44 SP:Iteration 22Q (11783.224598 sec): 3 clusters Score: Raw -5857139.711489 + Penalty 2103.431600 = -5855036.279889 nChanged 25 SP:Iteration 23Q (11783.295343 sec): 3 clusters Score: Raw -5857152.950539 + Penalty 2103.431600 = -5855049.518939 nChanged 14 SP:Iteration 24Q (11783.366014 sec): 3 clusters Score: Raw -5857160.882424 + Penalty 2103.431600 = -5855057.450823 nChanged 12 SP:Iteration 25Q (11783.436690 sec): 3 clusters Score: Raw -5857166.590789 + Penalty 2103.431600 = -5855063.159188 nChanged 7 SP:Iteration 26Q (11783.507416 sec): 3 clusters Score: Raw -5857169.764457 + Penalty 2103.431600 = -5855066.332857 nChanged 6 SP:Iteration 27Q (11783.578008 sec): 3 clusters Score: Raw -5857173.636519 + Penalty 2103.431600 = -5855070.204919 nChanged 6 SP:Iteration 28Q (11783.648633 sec): 3 clusters Score: Raw -5857177.214940 + Penalty 2103.431600 = -5855073.783339 nChanged 8 SP:Iteration 29Q (11783.719283 sec): 3 clusters Score: Raw -5857181.919057 + Penalty 2103.431600 = -5855078.487457 nChanged 5 SP:Iteration 30Q (11783.789992 sec): 3 clusters Score: Raw -5857185.222908 + Penalty 2103.431600 = -5855081.791308 nChanged 7 SP:Iteration 31Q (11783.860694 sec): 3 clusters Score: Raw -5857189.231635 + Penalty 2103.431600 = -5855085.800035 nChanged 6 SP:Iteration 32Q (11783.931399 sec): 3 clusters Score: Raw -5857192.584422 + Penalty 2103.431600 = -5855089.152822 nChanged 3 SP:Iteration 33Q (11784.002161 sec): 3 clusters Score: Raw -5857194.363631 + Penalty 2103.431600 = -5855090.932031 nChanged 3 SP:Iteration 34Q (11784.078970 sec): 3 clusters Score: Raw -5857199.131360 + Penalty 2103.431600 = -5855095.699760 nChanged 5 SP:Iteration 35Q (11784.149807 sec): 3 clusters Score: Raw -5857202.372239 + Penalty 2103.431600 = -5855098.940639 nChanged 3 SP:Iteration 36Q (11784.220535 sec): 3 clusters Score: Raw -5857204.680210 + Penalty 2103.431600 = -5855101.248610 nChanged 5 SP:Iteration 37Q (11784.291285 sec): 3 clusters Score: Raw -5857209.169187 + Penalty 2103.431600 = -5855105.737587 nChanged 3 SP:Iteration 38Q (11784.361989 sec): 3 clusters Score: Raw -5857210.531788 + Penalty 2103.431600 = -5855107.100188 nChanged 1 SP:Iteration 39Q (11784.432699 sec): 3 clusters Score: Raw -5857210.969194 + Penalty 2103.431600 = -5855107.537594 nChanged 0 SP:Iteration 40F (11784.518862 sec): 3 clusters Score: Raw -5857210.969194 + Penalty 2103.431600 = -5855107.537594 nChanged 0 Trying to split cluster 15 (5177 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11784.528398 sec): 2 clusters Score: Raw -477274.158086 + Penalty 812.438197 = -476461.719889 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11784.548064 sec): 3 clusters Score: Raw -474306.917880 + Penalty 1624.876393 = -472682.041487 nChanged 2227 SP:Iteration 1F (11784.566194 sec): 3 clusters Score: Raw -475605.723792 + Penalty 1624.876393 = -473980.847398 nChanged 356 SP:Iteration 2F (11784.584303 sec): 3 clusters Score: Raw -475790.560981 + Penalty 1624.876393 = -474165.684588 nChanged 280 SP:Iteration 3F (11784.602439 sec): 3 clusters Score: Raw -475919.403111 + Penalty 1624.876393 = -474294.526718 nChanged 225 SP:Iteration 4Q (11784.620576 sec): 3 clusters Score: Raw -476031.193282 + Penalty 1624.876393 = -474406.316889 nChanged 204 SP:Iteration 5Q (11784.638983 sec): 3 clusters Score: Raw -476115.357047 + Penalty 1624.876393 = -474490.480654 nChanged 167 SP:Iteration 6Q (11784.657296 sec): 3 clusters Score: Raw -476185.311781 + Penalty 1624.876393 = -474560.435388 nChanged 168 SP:Iteration 7Q (11784.675564 sec): 3 clusters Score: Raw -476261.491978 + Penalty 1624.876393 = -474636.615585 nChanged 170 SP:Iteration 8Q (11784.693930 sec): 3 clusters Score: Raw -476334.912476 + Penalty 1624.876393 = -474710.036083 nChanged 167 SP:Iteration 9Q (11784.712226 sec): 3 clusters Score: Raw -476398.411528 + Penalty 1624.876393 = -474773.535135 nChanged 150 SP:Iteration 10Q (11784.730527 sec): 3 clusters Score: Raw -476466.915149 + Penalty 1624.876393 = -474842.038756 nChanged 170 SP:Iteration 11Q (11784.748791 sec): 3 clusters Score: Raw -476560.911570 + Penalty 1624.876393 = -474936.035177 nChanged 173 SP:Iteration 12Q (11784.767031 sec): 3 clusters Score: Raw -476657.415510 + Penalty 1624.876393 = -475032.539116 nChanged 168 SP:Iteration 13Q (11784.785284 sec): 3 clusters Score: Raw -476750.262466 + Penalty 1624.876393 = -475125.386073 nChanged 155 SP:Iteration 14Q (11784.803269 sec): 3 clusters Score: Raw -476839.634260 + Penalty 1624.876393 = -475214.757867 nChanged 142 SP:Iteration 15Q (11784.821308 sec): 3 clusters Score: Raw -476924.064498 + Penalty 1624.876393 = -475299.188104 nChanged 125 SP:Iteration 16Q (11784.839453 sec): 3 clusters Score: Raw -476981.509790 + Penalty 1624.876393 = -475356.633397 nChanged 100 SP:Iteration 17Q (11784.857354 sec): 3 clusters Score: Raw -477017.821099 + Penalty 1624.876393 = -475392.944705 nChanged 73 SP:Iteration 18Q (11784.875258 sec): 3 clusters Score: Raw -477050.060091 + Penalty 1624.876393 = -475425.183698 nChanged 75 SP:Iteration 19Q (11784.893325 sec): 3 clusters Score: Raw -477079.537155 + Penalty 1624.876393 = -475454.660762 nChanged 57 SP:Iteration 20F (11784.911587 sec): 3 clusters Score: Raw -477101.158016 + Penalty 1624.876393 = -475476.281623 nChanged 63 SP:Iteration 21Q (11784.929600 sec): 3 clusters Score: Raw -477126.418011 + Penalty 1624.876393 = -475501.541618 nChanged 55 SP:Iteration 22Q (11784.947632 sec): 3 clusters Score: Raw -477143.459769 + Penalty 1624.876393 = -475518.583376 nChanged 56 SP:Iteration 23Q (11784.965442 sec): 3 clusters Score: Raw -477160.246492 + Penalty 1624.876393 = -475535.370098 nChanged 42 SP:Iteration 24Q (11784.983422 sec): 3 clusters Score: Raw -477170.452727 + Penalty 1624.876393 = -475545.576334 nChanged 38 SP:Iteration 25Q (11785.001353 sec): 3 clusters Score: Raw -477182.572465 + Penalty 1624.876393 = -475557.696072 nChanged 40 SP:Iteration 26Q (11785.019308 sec): 3 clusters Score: Raw -477197.878279 + Penalty 1624.876393 = -475573.001885 nChanged 40 SP:Iteration 27Q (11785.037245 sec): 3 clusters Score: Raw -477216.163630 + Penalty 1624.876393 = -475591.287237 nChanged 48 SP:Iteration 28Q (11785.055118 sec): 3 clusters Score: Raw -477243.824075 + Penalty 1624.876393 = -475618.947682 nChanged 57 SP:Iteration 29Q (11785.072966 sec): 3 clusters Score: Raw -477281.055739 + Penalty 1624.876393 = -475656.179346 nChanged 50 SP:Iteration 30Q (11785.090584 sec): 3 clusters Score: Raw -477312.438356 + Penalty 1624.876393 = -475687.561963 nChanged 58 SP:Iteration 31Q (11785.108363 sec): 3 clusters Score: Raw -477350.052044 + Penalty 1624.876393 = -475725.175651 nChanged 63 SP:Iteration 32Q (11785.126073 sec): 3 clusters Score: Raw -477387.641813 + Penalty 1624.876393 = -475762.765419 nChanged 64 SP:Iteration 33Q (11785.143775 sec): 3 clusters Score: Raw -477432.747735 + Penalty 1624.876393 = -475807.871342 nChanged 50 SP:Iteration 34Q (11785.161197 sec): 3 clusters Score: Raw -477466.534962 + Penalty 1624.876393 = -475841.658568 nChanged 60 SP:Iteration 35Q (11785.178610 sec): 3 clusters Score: Raw -477502.280180 + Penalty 1624.876393 = -475877.403787 nChanged 60 SP:Iteration 36Q (11785.196115 sec): 3 clusters Score: Raw -477528.712888 + Penalty 1624.876393 = -475903.836495 nChanged 47 SP:Iteration 37Q (11785.213495 sec): 3 clusters Score: Raw -477541.656542 + Penalty 1624.876393 = -475916.780149 nChanged 29 SP:Iteration 38Q (11785.230767 sec): 3 clusters Score: Raw -477548.108334 + Penalty 1624.876393 = -475923.231941 nChanged 22 SP:Iteration 39Q (11785.248221 sec): 3 clusters Score: Raw -477554.015427 + Penalty 1624.876393 = -475929.139034 nChanged 19 SP:Iteration 40F (11785.266260 sec): 3 clusters Score: Raw -477558.685201 + Penalty 1624.876393 = -475933.808808 nChanged 13 SP:Iteration 41Q (11785.283744 sec): 3 clusters Score: Raw -477561.739120 + Penalty 1624.876393 = -475936.862727 nChanged 15 SP:Iteration 42Q (11785.301267 sec): 3 clusters Score: Raw -477564.494371 + Penalty 1624.876393 = -475939.617977 nChanged 14 SP:Iteration 43Q (11785.318744 sec): 3 clusters Score: Raw -477567.377256 + Penalty 1624.876393 = -475942.500862 nChanged 11 SP:Iteration 44Q (11785.336061 sec): 3 clusters Score: Raw -477568.888782 + Penalty 1624.876393 = -475944.012389 nChanged 7 SP:Iteration 45Q (11785.353353 sec): 3 clusters Score: Raw -477569.508156 + Penalty 1624.876393 = -475944.631763 nChanged 1 SP:Iteration 46Q (11785.370850 sec): 3 clusters Score: Raw -477569.717736 + Penalty 1624.876393 = -475944.841342 nChanged 4 SP:Iteration 47Q (11785.388139 sec): 3 clusters Score: Raw -477570.673174 + Penalty 1624.876393 = -475945.796780 nChanged 6 SP:Iteration 48Q (11785.405658 sec): 3 clusters Score: Raw -477571.400479 + Penalty 1624.876393 = -475946.524085 nChanged 0 SP:Iteration 49F (11785.423668 sec): 3 clusters Score: Raw -477571.400479 + Penalty 1624.876393 = -475946.524085 nChanged 0 Trying to split cluster 16 (19733 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11785.454254 sec): 2 clusters Score: Raw -1902476.572773 + Penalty 939.554526 = -1901537.018247 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11785.491829 sec): 3 clusters Score: Raw -1890140.330725 + Penalty 1879.109052 = -1888261.221673 nChanged 9188 SP:Iteration 1F (11785.527010 sec): 3 clusters Score: Raw -1895329.088422 + Penalty 1879.109052 = -1893449.979371 nChanged 1148 SP:Iteration 2F (11785.562361 sec): 3 clusters Score: Raw -1895926.832219 + Penalty 1879.109052 = -1894047.723167 nChanged 1332 SP:Iteration 3F (11785.597877 sec): 3 clusters Score: Raw -1896744.136765 + Penalty 1879.109052 = -1894865.027713 nChanged 1445 SP:Iteration 4F (11785.633317 sec): 3 clusters Score: Raw -1897825.079498 + Penalty 1879.109052 = -1895945.970446 nChanged 1494 SP:Iteration 5F (11785.668718 sec): 3 clusters Score: Raw -1899083.364138 + Penalty 1879.109052 = -1897204.255086 nChanged 1347 SP:Iteration 6F (11785.703960 sec): 3 clusters Score: Raw -1900232.516392 + Penalty 1879.109052 = -1898353.407341 nChanged 1080 SP:Iteration 7F (11785.739330 sec): 3 clusters Score: Raw -1901003.381135 + Penalty 1879.109052 = -1899124.272083 nChanged 703 SP:Iteration 8Q (11785.773959 sec): 3 clusters Score: Raw -1901327.244742 + Penalty 1879.109052 = -1899448.135690 nChanged 425 SP:Iteration 9Q (11785.807984 sec): 3 clusters Score: Raw -1901458.484921 + Penalty 1879.109052 = -1899579.375869 nChanged 263 SP:Iteration 10Q (11785.841812 sec): 3 clusters Score: Raw -1901531.416758 + Penalty 1879.109052 = -1899652.307706 nChanged 235 SP:Iteration 11Q (11785.875602 sec): 3 clusters Score: Raw -1901596.654165 + Penalty 1879.109052 = -1899717.545113 nChanged 202 SP:Iteration 12Q (11785.909095 sec): 3 clusters Score: Raw -1901648.925917 + Penalty 1879.109052 = -1899769.816865 nChanged 190 SP:Iteration 13Q (11785.942569 sec): 3 clusters Score: Raw -1901701.919318 + Penalty 1879.109052 = -1899822.810267 nChanged 199 SP:Iteration 14Q (11785.976088 sec): 3 clusters Score: Raw -1901761.855172 + Penalty 1879.109052 = -1899882.746120 nChanged 211 SP:Iteration 15Q (11786.009483 sec): 3 clusters Score: Raw -1901841.615324 + Penalty 1879.109052 = -1899962.506272 nChanged 205 SP:Iteration 16Q (11786.042646 sec): 3 clusters Score: Raw -1901916.301889 + Penalty 1879.109052 = -1900037.192838 nChanged 190 SP:Iteration 17Q (11786.075631 sec): 3 clusters Score: Raw -1901982.537497 + Penalty 1879.109052 = -1900103.428446 nChanged 182 SP:Iteration 18Q (11786.108617 sec): 3 clusters Score: Raw -1902046.132400 + Penalty 1879.109052 = -1900167.023349 nChanged 201 SP:Iteration 19Q (11786.141405 sec): 3 clusters Score: Raw -1902117.565724 + Penalty 1879.109052 = -1900238.456673 nChanged 207 SP:Iteration 20F (11786.176902 sec): 3 clusters Score: Raw -1902213.814771 + Penalty 1879.109052 = -1900334.705719 nChanged 209 SP:Iteration 21Q (11786.209566 sec): 3 clusters Score: Raw -1902325.654073 + Penalty 1879.109052 = -1900446.545022 nChanged 199 SP:Iteration 22Q (11786.241965 sec): 3 clusters Score: Raw -1902426.914906 + Penalty 1879.109052 = -1900547.805855 nChanged 185 SP:Iteration 23Q (11786.274285 sec): 3 clusters Score: Raw -1902515.468809 + Penalty 1879.109052 = -1900636.359757 nChanged 169 SP:Iteration 24Q (11786.306451 sec): 3 clusters Score: Raw -1902591.308024 + Penalty 1879.109052 = -1900712.198973 nChanged 156 SP:Iteration 25Q (11786.338624 sec): 3 clusters Score: Raw -1902671.844821 + Penalty 1879.109052 = -1900792.735770 nChanged 141 SP:Iteration 26Q (11786.370444 sec): 3 clusters Score: Raw -1902727.895138 + Penalty 1879.109052 = -1900848.786087 nChanged 130 SP:Iteration 27Q (11786.402124 sec): 3 clusters Score: Raw -1902780.005054 + Penalty 1879.109052 = -1900900.896002 nChanged 95 SP:Iteration 28Q (11786.433695 sec): 3 clusters Score: Raw -1902811.236674 + Penalty 1879.109052 = -1900932.127622 nChanged 83 SP:Iteration 29Q (11786.465374 sec): 3 clusters Score: Raw -1902837.356726 + Penalty 1879.109052 = -1900958.247674 nChanged 73 SP:Iteration 30Q (11786.496853 sec): 3 clusters Score: Raw -1902854.842261 + Penalty 1879.109052 = -1900975.733210 nChanged 64 SP:Iteration 31Q (11786.528220 sec): 3 clusters Score: Raw -1902869.540759 + Penalty 1879.109052 = -1900990.431708 nChanged 48 SP:Iteration 32Q (11786.559514 sec): 3 clusters Score: Raw -1902877.517061 + Penalty 1879.109052 = -1900998.408010 nChanged 40 SP:Iteration 33Q (11786.590890 sec): 3 clusters Score: Raw -1902885.337740 + Penalty 1879.109052 = -1901006.228689 nChanged 32 SP:Iteration 34Q (11786.622127 sec): 3 clusters Score: Raw -1902891.657063 + Penalty 1879.109052 = -1901012.548011 nChanged 31 SP:Iteration 35Q (11786.653274 sec): 3 clusters Score: Raw -1902897.643533 + Penalty 1879.109052 = -1901018.534481 nChanged 24 SP:Iteration 36Q (11786.684459 sec): 3 clusters Score: Raw -1902901.569017 + Penalty 1879.109052 = -1901022.459966 nChanged 23 SP:Iteration 37Q (11786.715670 sec): 3 clusters Score: Raw -1902906.473609 + Penalty 1879.109052 = -1901027.364557 nChanged 29 SP:Iteration 38Q (11786.746950 sec): 3 clusters Score: Raw -1902914.225392 + Penalty 1879.109052 = -1901035.116340 nChanged 32 SP:Iteration 39Q (11786.778161 sec): 3 clusters Score: Raw -1902922.216475 + Penalty 1879.109052 = -1901043.107423 nChanged 22 SP:Iteration 40F (11786.813426 sec): 3 clusters Score: Raw -1902926.373330 + Penalty 1879.109052 = -1901047.264278 nChanged 19 SP:Iteration 41Q (11786.844924 sec): 3 clusters Score: Raw -1902930.223720 + Penalty 1879.109052 = -1901051.114668 nChanged 19 SP:Iteration 42Q (11786.876087 sec): 3 clusters Score: Raw -1902933.291387 + Penalty 1879.109052 = -1901054.182336 nChanged 20 SP:Iteration 43Q (11786.907133 sec): 3 clusters Score: Raw -1902935.889104 + Penalty 1879.109052 = -1901056.780053 nChanged 13 SP:Iteration 44Q (11786.938291 sec): 3 clusters Score: Raw -1902938.016551 + Penalty 1879.109052 = -1901058.907500 nChanged 19 SP:Iteration 45Q (11786.969462 sec): 3 clusters Score: Raw -1902941.778977 + Penalty 1879.109052 = -1901062.669925 nChanged 21 SP:Iteration 46Q (11787.000513 sec): 3 clusters Score: Raw -1902945.388890 + Penalty 1879.109052 = -1901066.279838 nChanged 12 SP:Iteration 47Q (11787.031497 sec): 3 clusters Score: Raw -1902946.962550 + Penalty 1879.109052 = -1901067.853498 nChanged 7 SP:Iteration 48Q (11787.093776 sec): 3 clusters Score: Raw -1902947.710820 + Penalty 1879.109052 = -1901068.601768 nChanged 6 SP:Iteration 49Q (11787.152347 sec): 3 clusters Score: Raw -1902948.486978 + Penalty 1879.109052 = -1901069.377926 nChanged 5 SP:Iteration 50Q (11787.216074 sec): 3 clusters Score: Raw -1902948.937577 + Penalty 1879.109052 = -1901069.828525 nChanged 5 SP:Iteration 51Q (11787.256279 sec): 3 clusters Score: Raw -1902949.399315 + Penalty 1879.109052 = -1901070.290264 nChanged 3 SP:Iteration 52Q (11787.287163 sec): 3 clusters Score: Raw -1902949.637012 + Penalty 1879.109052 = -1901070.527960 nChanged 3 SP:Iteration 53Q (11787.318101 sec): 3 clusters Score: Raw -1902949.929296 + Penalty 1879.109052 = -1901070.820244 nChanged 4 SP:Iteration 54Q (11787.348946 sec): 3 clusters Score: Raw -1902950.230824 + Penalty 1879.109052 = -1901071.121773 nChanged 5 SP:Iteration 55Q (11787.379974 sec): 3 clusters Score: Raw -1902950.737890 + Penalty 1879.109052 = -1901071.628838 nChanged 7 SP:Iteration 56Q (11787.410979 sec): 3 clusters Score: Raw -1902951.381922 + Penalty 1879.109052 = -1901072.272870 nChanged 8 SP:Iteration 57Q (11787.441894 sec): 3 clusters Score: Raw -1902952.436880 + Penalty 1879.109052 = -1901073.327828 nChanged 8 SP:Iteration 58Q (11787.472891 sec): 3 clusters Score: Raw -1902953.711513 + Penalty 1879.109052 = -1901074.602462 nChanged 10 SP:Iteration 59Q (11787.503702 sec): 3 clusters Score: Raw -1902955.279291 + Penalty 1879.109052 = -1901076.170240 nChanged 7 SP:Iteration 60F (11787.538990 sec): 3 clusters Score: Raw -1902956.002360 + Penalty 1879.109052 = -1901076.893308 nChanged 5 SP:Iteration 61Q (11787.570089 sec): 3 clusters Score: Raw -1902956.456100 + Penalty 1879.109052 = -1901077.347048 nChanged 3 SP:Iteration 62Q (11787.600990 sec): 3 clusters Score: Raw -1902956.625134 + Penalty 1879.109052 = -1901077.516082 nChanged 4 SP:Iteration 63Q (11787.631928 sec): 3 clusters Score: Raw -1902956.925182 + Penalty 1879.109052 = -1901077.816130 nChanged 7 SP:Iteration 64Q (11787.662890 sec): 3 clusters Score: Raw -1902957.621605 + Penalty 1879.109052 = -1901078.512553 nChanged 9 SP:Iteration 65Q (11787.693702 sec): 3 clusters Score: Raw -1902958.796484 + Penalty 1879.109052 = -1901079.687432 nChanged 9 SP:Iteration 66Q (11787.724527 sec): 3 clusters Score: Raw -1902960.512025 + Penalty 1879.109052 = -1901081.402973 nChanged 12 SP:Iteration 67Q (11787.755271 sec): 3 clusters Score: Raw -1902963.019459 + Penalty 1879.109052 = -1901083.910407 nChanged 12 SP:Iteration 68Q (11787.786142 sec): 3 clusters Score: Raw -1902964.146501 + Penalty 1879.109052 = -1901085.037450 nChanged 5 SP:Iteration 69Q (11787.816979 sec): 3 clusters Score: Raw -1902964.710022 + Penalty 1879.109052 = -1901085.600971 nChanged 2 SP:Iteration 70Q (11787.847784 sec): 3 clusters Score: Raw -1902964.861564 + Penalty 1879.109052 = -1901085.752512 nChanged 1 SP:Iteration 71Q (11787.878658 sec): 3 clusters Score: Raw -1902964.891884 + Penalty 1879.109052 = -1901085.782832 nChanged 0 SP:Iteration 72F (11787.914001 sec): 3 clusters Score: Raw -1902964.891884 + Penalty 1879.109052 = -1901085.782832 nChanged 0 Trying to split cluster 17 (1897 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11787.928679 sec): 2 clusters Score: Raw -172942.662607 + Penalty 717.062752 = -172225.599855 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11787.936529 sec): 3 clusters Score: Raw -172030.903188 + Penalty 1434.125504 = -170596.777684 nChanged 726 SP:Iteration 1F (11787.943622 sec): 3 clusters Score: Raw -172504.425739 + Penalty 1434.125504 = -171070.300234 nChanged 167 SP:Iteration 2F (11787.950627 sec): 3 clusters Score: Raw -172618.724468 + Penalty 1434.125504 = -171184.598964 nChanged 122 SP:Iteration 3F (11787.957625 sec): 3 clusters Score: Raw -172720.766435 + Penalty 1434.125504 = -171286.640931 nChanged 107 SP:Iteration 4F (11787.964705 sec): 3 clusters Score: Raw -172825.939537 + Penalty 1434.125504 = -171391.814033 nChanged 91 SP:Iteration 5Q (11787.971685 sec): 3 clusters Score: Raw -172914.661050 + Penalty 1434.125504 = -171480.535546 nChanged 81 SP:Iteration 6Q (11787.978709 sec): 3 clusters Score: Raw -172992.237832 + Penalty 1434.125504 = -171558.112327 nChanged 73 SP:Iteration 7Q (11787.985703 sec): 3 clusters Score: Raw -173065.895572 + Penalty 1434.125504 = -171631.770067 nChanged 71 SP:Iteration 8Q (11787.992668 sec): 3 clusters Score: Raw -173137.274808 + Penalty 1434.125504 = -171703.149304 nChanged 53 SP:Iteration 9Q (11787.999629 sec): 3 clusters Score: Raw -173197.846169 + Penalty 1434.125504 = -171763.720665 nChanged 53 SP:Iteration 10Q (11788.006472 sec): 3 clusters Score: Raw -173240.988589 + Penalty 1434.125504 = -171806.863085 nChanged 40 SP:Iteration 11Q (11788.013349 sec): 3 clusters Score: Raw -173271.561346 + Penalty 1434.125504 = -171837.435842 nChanged 34 SP:Iteration 12Q (11788.020140 sec): 3 clusters Score: Raw -173305.813079 + Penalty 1434.125504 = -171871.687574 nChanged 36 SP:Iteration 13Q (11788.026978 sec): 3 clusters Score: Raw -173336.605094 + Penalty 1434.125504 = -171902.479590 nChanged 29 SP:Iteration 14Q (11788.033775 sec): 3 clusters Score: Raw -173353.232913 + Penalty 1434.125504 = -171919.107409 nChanged 16 SP:Iteration 15Q (11788.040535 sec): 3 clusters Score: Raw -173363.240386 + Penalty 1434.125504 = -171929.114881 nChanged 18 SP:Iteration 16Q (11788.047372 sec): 3 clusters Score: Raw -173371.050183 + Penalty 1434.125504 = -171936.924679 nChanged 14 SP:Iteration 17Q (11788.054199 sec): 3 clusters Score: Raw -173378.031156 + Penalty 1434.125504 = -171943.905652 nChanged 18 SP:Iteration 18Q (11788.061059 sec): 3 clusters Score: Raw -173387.690959 + Penalty 1434.125504 = -171953.565455 nChanged 13 SP:Iteration 19Q (11788.067907 sec): 3 clusters Score: Raw -173391.881406 + Penalty 1434.125504 = -171957.755902 nChanged 8 SP:Iteration 20F (11788.074875 sec): 3 clusters Score: Raw -173394.317721 + Penalty 1434.125504 = -171960.192217 nChanged 8 SP:Iteration 21Q (11788.081724 sec): 3 clusters Score: Raw -173397.380977 + Penalty 1434.125504 = -171963.255473 nChanged 5 SP:Iteration 22Q (11788.088502 sec): 3 clusters Score: Raw -173399.001180 + Penalty 1434.125504 = -171964.875676 nChanged 3 SP:Iteration 23Q (11788.095365 sec): 3 clusters Score: Raw -173399.601246 + Penalty 1434.125504 = -171965.475742 nChanged 3 SP:Iteration 24Q (11788.102208 sec): 3 clusters Score: Raw -173400.332218 + Penalty 1434.125504 = -171966.206714 nChanged 2 SP:Iteration 25Q (11788.109048 sec): 3 clusters Score: Raw -173400.857948 + Penalty 1434.125504 = -171966.732444 nChanged 1 SP:Iteration 26Q (11788.115881 sec): 3 clusters Score: Raw -173401.109995 + Penalty 1434.125504 = -171966.984491 nChanged 1 SP:Iteration 27Q (11788.122717 sec): 3 clusters Score: Raw -173401.391379 + Penalty 1434.125504 = -171967.265874 nChanged 0 SP:Iteration 28F (11788.129791 sec): 3 clusters Score: Raw -173401.391379 + Penalty 1434.125504 = -171967.265874 nChanged 0 Trying to split cluster 18 (32780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11788.174023 sec): 2 clusters Score: Raw -3010634.290827 + Penalty 987.769516 = -3009646.521311 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11788.225401 sec): 3 clusters Score: Raw -2989668.033976 + Penalty 1975.539032 = -2987692.494944 nChanged 15408 SP:Iteration 1F (11788.272915 sec): 3 clusters Score: Raw -2998738.202279 + Penalty 1975.539032 = -2996762.663247 nChanged 1277 SP:Iteration 2Q (11788.322641 sec): 3 clusters Score: Raw -2999120.776246 + Penalty 1975.539032 = -2997145.237214 nChanged 1296 SP:Iteration 3Q (11788.371565 sec): 3 clusters Score: Raw -2999603.372249 + Penalty 1975.539032 = -2997627.833217 nChanged 1423 SP:Iteration 4Q (11788.420506 sec): 3 clusters Score: Raw -3000283.144081 + Penalty 1975.539032 = -2998307.605049 nChanged 1683 SP:Iteration 5F (11788.467231 sec): 3 clusters Score: Raw -3001265.573391 + Penalty 1975.539032 = -2999290.034359 nChanged 1907 SP:Iteration 6F (11788.514897 sec): 3 clusters Score: Raw -3002639.527569 + Penalty 1975.539032 = -3000663.988537 nChanged 2085 SP:Iteration 7F (11788.562520 sec): 3 clusters Score: Raw -3004367.586143 + Penalty 1975.539032 = -3002392.047111 nChanged 2065 SP:Iteration 8F (11788.610038 sec): 3 clusters Score: Raw -3006187.533764 + Penalty 1975.539032 = -3004211.994732 nChanged 1712 SP:Iteration 9F (11788.657417 sec): 3 clusters Score: Raw -3007573.094952 + Penalty 1975.539032 = -3005597.555920 nChanged 1311 SP:Iteration 10Q (11788.703727 sec): 3 clusters Score: Raw -3008497.472885 + Penalty 1975.539032 = -3006521.933853 nChanged 960 SP:Iteration 11Q (11788.748041 sec): 3 clusters Score: Raw -3009102.898713 + Penalty 1975.539032 = -3007127.359681 nChanged 726 SP:Iteration 12Q (11788.791246 sec): 3 clusters Score: Raw -3009532.283433 + Penalty 1975.539032 = -3007556.744401 nChanged 600 SP:Iteration 13Q (11788.834093 sec): 3 clusters Score: Raw -3009863.887769 + Penalty 1975.539032 = -3007888.348737 nChanged 428 SP:Iteration 14Q (11788.876255 sec): 3 clusters Score: Raw -3010083.809858 + Penalty 1975.539032 = -3008108.270826 nChanged 332 SP:Iteration 15Q (11788.917945 sec): 3 clusters Score: Raw -3010245.608292 + Penalty 1975.539032 = -3008270.069260 nChanged 280 SP:Iteration 16Q (11788.959565 sec): 3 clusters Score: Raw -3010374.305583 + Penalty 1975.539032 = -3008398.766551 nChanged 213 SP:Iteration 17Q (11789.012749 sec): 3 clusters Score: Raw -3010468.824926 + Penalty 1975.539032 = -3008493.285894 nChanged 182 SP:Iteration 18Q (11789.053980 sec): 3 clusters Score: Raw -3010546.506055 + Penalty 1975.539032 = -3008570.967023 nChanged 114 SP:Iteration 19Q (11789.094825 sec): 3 clusters Score: Raw -3010590.999376 + Penalty 1975.539032 = -3008615.460344 nChanged 83 SP:Iteration 20F (11789.141228 sec): 3 clusters Score: Raw -3010619.918065 + Penalty 1975.539032 = -3008644.379034 nChanged 65 SP:Iteration 21Q (11789.182745 sec): 3 clusters Score: Raw -3010643.559315 + Penalty 1975.539032 = -3008668.020283 nChanged 66 SP:Iteration 22Q (11789.223318 sec): 3 clusters Score: Raw -3010676.530593 + Penalty 1975.539032 = -3008700.991561 nChanged 70 SP:Iteration 23Q (11789.263126 sec): 3 clusters Score: Raw -3010705.942197 + Penalty 1975.539032 = -3008730.403165 nChanged 57 SP:Iteration 24Q (11789.303322 sec): 3 clusters Score: Raw -3010725.615953 + Penalty 1975.539032 = -3008750.076921 nChanged 37 SP:Iteration 25Q (11789.343159 sec): 3 clusters Score: Raw -3010741.414220 + Penalty 1975.539032 = -3008765.875189 nChanged 36 SP:Iteration 26Q (11789.383299 sec): 3 clusters Score: Raw -3010752.755289 + Penalty 1975.539032 = -3008777.216257 nChanged 31 SP:Iteration 27Q (11789.423004 sec): 3 clusters Score: Raw -3010763.487960 + Penalty 1975.539032 = -3008787.948928 nChanged 29 SP:Iteration 28Q (11789.463283 sec): 3 clusters Score: Raw -3010772.560219 + Penalty 1975.539032 = -3008797.021187 nChanged 34 SP:Iteration 29Q (11789.503038 sec): 3 clusters Score: Raw -3010783.412471 + Penalty 1975.539032 = -3008807.873439 nChanged 31 SP:Iteration 30Q (11789.542905 sec): 3 clusters Score: Raw -3010794.270612 + Penalty 1975.539032 = -3008818.731580 nChanged 29 SP:Iteration 31Q (11789.582628 sec): 3 clusters Score: Raw -3010802.452041 + Penalty 1975.539032 = -3008826.913009 nChanged 22 SP:Iteration 32Q (11789.622686 sec): 3 clusters Score: Raw -3010808.722608 + Penalty 1975.539032 = -3008833.183576 nChanged 21 SP:Iteration 33Q (11789.662325 sec): 3 clusters Score: Raw -3010814.694248 + Penalty 1975.539032 = -3008839.155216 nChanged 14 SP:Iteration 34Q (11789.702327 sec): 3 clusters Score: Raw -3010818.796722 + Penalty 1975.539032 = -3008843.257690 nChanged 18 SP:Iteration 35Q (11789.741984 sec): 3 clusters Score: Raw -3010828.843440 + Penalty 1975.539032 = -3008853.304408 nChanged 17 SP:Iteration 36Q (11789.781905 sec): 3 clusters Score: Raw -3010833.340681 + Penalty 1975.539032 = -3008857.801649 nChanged 15 SP:Iteration 37Q (11789.821604 sec): 3 clusters Score: Raw -3010838.466993 + Penalty 1975.539032 = -3008862.927961 nChanged 17 SP:Iteration 38Q (11789.861645 sec): 3 clusters Score: Raw -3010842.557881 + Penalty 1975.539032 = -3008867.018849 nChanged 12 SP:Iteration 39Q (11789.901293 sec): 3 clusters Score: Raw -3010846.292809 + Penalty 1975.539032 = -3008870.753777 nChanged 17 SP:Iteration 40F (11789.947648 sec): 3 clusters Score: Raw -3010851.675934 + Penalty 1975.539032 = -3008876.136902 nChanged 15 SP:Iteration 41Q (11789.988330 sec): 3 clusters Score: Raw -3010856.722967 + Penalty 1975.539032 = -3008881.183935 nChanged 17 SP:Iteration 42Q (11790.028132 sec): 3 clusters Score: Raw -3010862.116166 + Penalty 1975.539032 = -3008886.577135 nChanged 9 SP:Iteration 43Q (11790.067670 sec): 3 clusters Score: Raw -3010864.354623 + Penalty 1975.539032 = -3008888.815592 nChanged 5 SP:Iteration 44Q (11790.107626 sec): 3 clusters Score: Raw -3010866.576092 + Penalty 1975.539032 = -3008891.037060 nChanged 5 SP:Iteration 45Q (11790.146984 sec): 3 clusters Score: Raw -3010868.015781 + Penalty 1975.539032 = -3008892.476749 nChanged 11 SP:Iteration 46Q (11790.186976 sec): 3 clusters Score: Raw -3010871.200212 + Penalty 1975.539032 = -3008895.661180 nChanged 7 SP:Iteration 47Q (11790.226398 sec): 3 clusters Score: Raw -3010873.174324 + Penalty 1975.539032 = -3008897.635292 nChanged 7 SP:Iteration 48Q (11790.266286 sec): 3 clusters Score: Raw -3010875.348366 + Penalty 1975.539032 = -3008899.809334 nChanged 4 SP:Iteration 49Q (11790.305939 sec): 3 clusters Score: Raw -3010876.999666 + Penalty 1975.539032 = -3008901.460634 nChanged 7 SP:Iteration 50Q (11790.345817 sec): 3 clusters Score: Raw -3010878.561375 + Penalty 1975.539032 = -3008903.022343 nChanged 3 SP:Iteration 51Q (11790.385320 sec): 3 clusters Score: Raw -3010879.085844 + Penalty 1975.539032 = -3008903.546812 nChanged 0 SP:Iteration 52F (11790.431625 sec): 3 clusters Score: Raw -3010879.085844 + Penalty 1975.539032 = -3008903.546812 nChanged 0 Trying to split cluster 19 (909 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11790.443010 sec): 2 clusters Score: Raw -80797.996702 + Penalty 647.172784 = -80150.823918 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11790.447153 sec): 3 clusters Score: Raw -80426.603672 + Penalty 1294.345568 = -79132.258104 nChanged 304 SP:Iteration 1F (11790.450964 sec): 3 clusters Score: Raw -80635.884243 + Penalty 1294.345568 = -79341.538675 nChanged 68 SP:Iteration 2F (11790.454717 sec): 3 clusters Score: Raw -80725.795992 + Penalty 1294.345568 = -79431.450424 nChanged 58 SP:Iteration 3F (11790.458468 sec): 3 clusters Score: Raw -80793.703760 + Penalty 1294.345568 = -79499.358192 nChanged 44 SP:Iteration 4Q (11790.462305 sec): 3 clusters Score: Raw -80832.644808 + Penalty 1294.345568 = -79538.299240 nChanged 34 SP:Iteration 5Q (11790.466037 sec): 3 clusters Score: Raw -80859.355281 + Penalty 1294.345568 = -79565.009713 nChanged 23 SP:Iteration 6Q (11790.469793 sec): 3 clusters Score: Raw -80886.571011 + Penalty 1294.345568 = -79592.225444 nChanged 26 SP:Iteration 7Q (11790.473530 sec): 3 clusters Score: Raw -80912.897351 + Penalty 1294.345568 = -79618.551783 nChanged 16 SP:Iteration 8Q (11790.477248 sec): 3 clusters Score: Raw -80926.857346 + Penalty 1294.345568 = -79632.511778 nChanged 14 SP:Iteration 9Q (11790.480958 sec): 3 clusters Score: Raw -80938.723496 + Penalty 1294.345568 = -79644.377928 nChanged 11 SP:Iteration 10Q (11790.484660 sec): 3 clusters Score: Raw -80949.865214 + Penalty 1294.345568 = -79655.519646 nChanged 8 SP:Iteration 11Q (11790.488374 sec): 3 clusters Score: Raw -80955.530290 + Penalty 1294.345568 = -79661.184722 nChanged 9 SP:Iteration 12Q (11790.492095 sec): 3 clusters Score: Raw -80964.401986 + Penalty 1294.345568 = -79670.056418 nChanged 11 SP:Iteration 13Q (11790.495801 sec): 3 clusters Score: Raw -80971.859647 + Penalty 1294.345568 = -79677.514079 nChanged 6 SP:Iteration 14Q (11790.499517 sec): 3 clusters Score: Raw -80975.094978 + Penalty 1294.345568 = -79680.749410 nChanged 6 SP:Iteration 15Q (11790.503215 sec): 3 clusters Score: Raw -80979.495701 + Penalty 1294.345568 = -79685.150133 nChanged 6 SP:Iteration 16Q (11790.506898 sec): 3 clusters Score: Raw -80984.036891 + Penalty 1294.345568 = -79689.691323 nChanged 1 SP:Iteration 17Q (11790.510613 sec): 3 clusters Score: Raw -80984.763247 + Penalty 1294.345568 = -79690.417679 nChanged 0 SP:Iteration 18F (11790.514359 sec): 3 clusters Score: Raw -80984.763247 + Penalty 1294.345568 = -79690.417679 nChanged 0 Trying to split cluster 20 (12815 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11790.539398 sec): 2 clusters Score: Raw -1063547.063332 + Penalty 898.545306 = -1062648.518026 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11790.567307 sec): 3 clusters Score: Raw -1055816.522436 + Penalty 1797.090611 = -1054019.431824 nChanged 5811 SP:Iteration 1F (11790.594321 sec): 3 clusters Score: Raw -1059447.598956 + Penalty 1797.090611 = -1057650.508345 nChanged 938 SP:Iteration 2F (11790.620951 sec): 3 clusters Score: Raw -1060064.445001 + Penalty 1797.090611 = -1058267.354389 nChanged 937 SP:Iteration 3F (11790.647658 sec): 3 clusters Score: Raw -1060715.446906 + Penalty 1797.090611 = -1058918.356295 nChanged 905 SP:Iteration 4F (11790.674291 sec): 3 clusters Score: Raw -1061377.046145 + Penalty 1797.090611 = -1059579.955534 nChanged 838 SP:Iteration 5F (11790.700832 sec): 3 clusters Score: Raw -1062038.026886 + Penalty 1797.090611 = -1060240.936275 nChanged 709 SP:Iteration 6F (11790.727469 sec): 3 clusters Score: Raw -1062642.735664 + Penalty 1797.090611 = -1060845.645053 nChanged 620 SP:Iteration 7Q (11790.754297 sec): 3 clusters Score: Raw -1063254.768471 + Penalty 1797.090611 = -1061457.677859 nChanged 564 SP:Iteration 8Q (11790.780662 sec): 3 clusters Score: Raw -1063775.088573 + Penalty 1797.090611 = -1061977.997962 nChanged 457 SP:Iteration 9Q (11790.806579 sec): 3 clusters Score: Raw -1064119.779027 + Penalty 1797.090611 = -1062322.688416 nChanged 343 SP:Iteration 10Q (11790.832318 sec): 3 clusters Score: Raw -1064360.203679 + Penalty 1797.090611 = -1062563.113067 nChanged 249 SP:Iteration 11Q (11790.857868 sec): 3 clusters Score: Raw -1064488.812316 + Penalty 1797.090611 = -1062691.721704 nChanged 197 SP:Iteration 12Q (11790.883232 sec): 3 clusters Score: Raw -1064565.331856 + Penalty 1797.090611 = -1062768.241244 nChanged 131 SP:Iteration 13Q (11790.908304 sec): 3 clusters Score: Raw -1064608.642097 + Penalty 1797.090611 = -1062811.551485 nChanged 105 SP:Iteration 14Q (11790.933481 sec): 3 clusters Score: Raw -1064639.914124 + Penalty 1797.090611 = -1062842.823513 nChanged 67 SP:Iteration 15Q (11790.958619 sec): 3 clusters Score: Raw -1064659.036194 + Penalty 1797.090611 = -1062861.945582 nChanged 47 SP:Iteration 16Q (11790.983719 sec): 3 clusters Score: Raw -1064669.846337 + Penalty 1797.090611 = -1062872.755725 nChanged 32 SP:Iteration 17Q (11791.008926 sec): 3 clusters Score: Raw -1064676.608546 + Penalty 1797.090611 = -1062879.517935 nChanged 34 SP:Iteration 18Q (11791.033829 sec): 3 clusters Score: Raw -1064682.636260 + Penalty 1797.090611 = -1062885.545649 nChanged 29 SP:Iteration 19Q (11791.058661 sec): 3 clusters Score: Raw -1064687.657782 + Penalty 1797.090611 = -1062890.567170 nChanged 29 SP:Iteration 20F (11791.085237 sec): 3 clusters Score: Raw -1064696.908616 + Penalty 1797.090611 = -1062899.818004 nChanged 27 SP:Iteration 21Q (11791.110302 sec): 3 clusters Score: Raw -1064703.968139 + Penalty 1797.090611 = -1062906.877528 nChanged 27 SP:Iteration 22Q (11791.135313 sec): 3 clusters Score: Raw -1064707.765078 + Penalty 1797.090611 = -1062910.674467 nChanged 18 SP:Iteration 23Q (11791.160436 sec): 3 clusters Score: Raw -1064710.710875 + Penalty 1797.090611 = -1062913.620263 nChanged 23 SP:Iteration 24Q (11791.185294 sec): 3 clusters Score: Raw -1064713.162356 + Penalty 1797.090611 = -1062916.071745 nChanged 15 SP:Iteration 25Q (11791.210270 sec): 3 clusters Score: Raw -1064715.581464 + Penalty 1797.090611 = -1062918.490853 nChanged 13 SP:Iteration 26Q (11791.235160 sec): 3 clusters Score: Raw -1064717.701007 + Penalty 1797.090611 = -1062920.610396 nChanged 9 SP:Iteration 27Q (11791.260011 sec): 3 clusters Score: Raw -1064719.089468 + Penalty 1797.090611 = -1062921.998857 nChanged 7 SP:Iteration 28Q (11791.284898 sec): 3 clusters Score: Raw -1064719.678960 + Penalty 1797.090611 = -1062922.588348 nChanged 8 SP:Iteration 29Q (11791.309853 sec): 3 clusters Score: Raw -1064720.256670 + Penalty 1797.090611 = -1062923.166059 nChanged 3 SP:Iteration 30Q (11791.334855 sec): 3 clusters Score: Raw -1064720.390744 + Penalty 1797.090611 = -1062923.300133 nChanged 1 SP:Iteration 31Q (11791.359662 sec): 3 clusters Score: Raw -1064720.522570 + Penalty 1797.090611 = -1062923.431959 nChanged 0 SP:Iteration 32F (11791.386508 sec): 3 clusters Score: Raw -1064720.522570 + Penalty 1797.090611 = -1062923.431959 nChanged 0 Score: Raw -89553762.110906 + Penalty 51115.904099 = -89502646.206807 Splitting cluster 20 changes total score from -89502762.848810 to -89502646.206807 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11809.734458 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11809.741847 sec): 3 clusters Score: Raw -174602.293681 + Penalty 1425.100602 = -173177.193079 nChanged 697 SP:Iteration 1F (11809.748624 sec): 3 clusters Score: Raw -175045.083766 + Penalty 1425.100602 = -173619.983163 nChanged 179 SP:Iteration 2F (11809.755450 sec): 3 clusters Score: Raw -175156.759128 + Penalty 1425.100602 = -173731.658526 nChanged 98 SP:Iteration 3F (11809.762165 sec): 3 clusters Score: Raw -175207.391386 + Penalty 1425.100602 = -173782.290783 nChanged 62 SP:Iteration 4Q (11809.768950 sec): 3 clusters Score: Raw -175233.666979 + Penalty 1425.100602 = -173808.566377 nChanged 44 SP:Iteration 5Q (11809.775661 sec): 3 clusters Score: Raw -175257.641555 + Penalty 1425.100602 = -173832.540952 nChanged 31 SP:Iteration 6Q (11809.782437 sec): 3 clusters Score: Raw -175270.781183 + Penalty 1425.100602 = -173845.680580 nChanged 24 SP:Iteration 7Q (11809.789267 sec): 3 clusters Score: Raw -175281.920339 + Penalty 1425.100602 = -173856.819736 nChanged 21 SP:Iteration 8Q (11809.796044 sec): 3 clusters Score: Raw -175291.082641 + Penalty 1425.100602 = -173865.982039 nChanged 20 SP:Iteration 9Q (11809.802733 sec): 3 clusters Score: Raw -175298.188815 + Penalty 1425.100602 = -173873.088212 nChanged 16 SP:Iteration 10Q (11809.809481 sec): 3 clusters Score: Raw -175302.613397 + Penalty 1425.100602 = -173877.512794 nChanged 20 SP:Iteration 11Q (11809.816234 sec): 3 clusters Score: Raw -175309.196763 + Penalty 1425.100602 = -173884.096161 nChanged 13 SP:Iteration 12Q (11809.823041 sec): 3 clusters Score: Raw -175315.156865 + Penalty 1425.100602 = -173890.056262 nChanged 11 SP:Iteration 13Q (11809.829791 sec): 3 clusters Score: Raw -175318.033895 + Penalty 1425.100602 = -173892.933293 nChanged 9 SP:Iteration 14Q (11809.836551 sec): 3 clusters Score: Raw -175320.220211 + Penalty 1425.100602 = -173895.119609 nChanged 6 SP:Iteration 15Q (11809.843312 sec): 3 clusters Score: Raw -175323.001859 + Penalty 1425.100602 = -173897.901257 nChanged 11 SP:Iteration 16Q (11809.850090 sec): 3 clusters Score: Raw -175330.177997 + Penalty 1425.100602 = -173905.077395 nChanged 16 SP:Iteration 17Q (11809.856832 sec): 3 clusters Score: Raw -175337.107214 + Penalty 1425.100602 = -173912.006612 nChanged 17 SP:Iteration 18Q (11809.863510 sec): 3 clusters Score: Raw -175347.077766 + Penalty 1425.100602 = -173921.977164 nChanged 19 SP:Iteration 19Q (11809.870259 sec): 3 clusters Score: Raw -175361.582811 + Penalty 1425.100602 = -173936.482208 nChanged 19 SP:Iteration 20F (11809.876982 sec): 3 clusters Score: Raw -175379.963647 + Penalty 1425.100602 = -173954.863045 nChanged 27 SP:Iteration 21Q (11809.883736 sec): 3 clusters Score: Raw -175395.034119 + Penalty 1425.100602 = -173969.933517 nChanged 25 SP:Iteration 22Q (11809.890450 sec): 3 clusters Score: Raw -175409.470748 + Penalty 1425.100602 = -173984.370146 nChanged 29 SP:Iteration 23Q (11809.897145 sec): 3 clusters Score: Raw -175425.752638 + Penalty 1425.100602 = -174000.652036 nChanged 20 SP:Iteration 24Q (11809.903829 sec): 3 clusters Score: Raw -175438.519508 + Penalty 1425.100602 = -174013.418906 nChanged 22 SP:Iteration 25Q (11809.910519 sec): 3 clusters Score: Raw -175452.312870 + Penalty 1425.100602 = -174027.212268 nChanged 19 SP:Iteration 26Q (11809.917224 sec): 3 clusters Score: Raw -175460.912571 + Penalty 1425.100602 = -174035.811969 nChanged 12 SP:Iteration 27Q (11809.923833 sec): 3 clusters Score: Raw -175470.984564 + Penalty 1425.100602 = -174045.883961 nChanged 19 SP:Iteration 28Q (11809.930496 sec): 3 clusters Score: Raw -175482.821049 + Penalty 1425.100602 = -174057.720447 nChanged 16 SP:Iteration 29Q (11809.937144 sec): 3 clusters Score: Raw -175492.472085 + Penalty 1425.100602 = -174067.371483 nChanged 14 SP:Iteration 30Q (11809.943723 sec): 3 clusters Score: Raw -175500.890110 + Penalty 1425.100602 = -174075.789508 nChanged 14 SP:Iteration 31Q (11809.950406 sec): 3 clusters Score: Raw -175508.479933 + Penalty 1425.100602 = -174083.379331 nChanged 14 SP:Iteration 32Q (11809.956969 sec): 3 clusters Score: Raw -175517.630762 + Penalty 1425.100602 = -174092.530160 nChanged 11 SP:Iteration 33Q (11809.963595 sec): 3 clusters Score: Raw -175523.848662 + Penalty 1425.100602 = -174098.748060 nChanged 10 SP:Iteration 34Q (11809.970209 sec): 3 clusters Score: Raw -175534.808139 + Penalty 1425.100602 = -174109.707537 nChanged 12 SP:Iteration 35Q (11809.976797 sec): 3 clusters Score: Raw -175541.144917 + Penalty 1425.100602 = -174116.044315 nChanged 13 SP:Iteration 36Q (11809.983440 sec): 3 clusters Score: Raw -175547.545467 + Penalty 1425.100602 = -174122.444865 nChanged 5 SP:Iteration 37Q (11809.990025 sec): 3 clusters Score: Raw -175549.323520 + Penalty 1425.100602 = -174124.222918 nChanged 4 SP:Iteration 38Q (11809.996617 sec): 3 clusters Score: Raw -175551.988992 + Penalty 1425.100602 = -174126.888390 nChanged 11 SP:Iteration 39Q (11810.003185 sec): 3 clusters Score: Raw -175555.754445 + Penalty 1425.100602 = -174130.653843 nChanged 8 SP:Iteration 40F (11810.009921 sec): 3 clusters Score: Raw -175558.569797 + Penalty 1425.100602 = -174133.469195 nChanged 4 SP:Iteration 41Q (11810.016481 sec): 3 clusters Score: Raw -175560.410504 + Penalty 1425.100602 = -174135.309902 nChanged 6 SP:Iteration 42Q (11810.023035 sec): 3 clusters Score: Raw -175563.258734 + Penalty 1425.100602 = -174138.158132 nChanged 5 SP:Iteration 43Q (11810.029593 sec): 3 clusters Score: Raw -175566.582157 + Penalty 1425.100602 = -174141.481555 nChanged 6 SP:Iteration 44Q (11810.036074 sec): 3 clusters Score: Raw -175569.631205 + Penalty 1425.100602 = -174144.530603 nChanged 7 SP:Iteration 45Q (11810.042637 sec): 3 clusters Score: Raw -175574.697843 + Penalty 1425.100602 = -174149.597240 nChanged 8 SP:Iteration 46Q (11810.049182 sec): 3 clusters Score: Raw -175577.467867 + Penalty 1425.100602 = -174152.367265 nChanged 3 SP:Iteration 47Q (11810.055659 sec): 3 clusters Score: Raw -175578.410720 + Penalty 1425.100602 = -174153.310118 nChanged 1 SP:Iteration 48Q (11810.062185 sec): 3 clusters Score: Raw -175578.925270 + Penalty 1425.100602 = -174153.824668 nChanged 2 SP:Iteration 49Q (11810.068716 sec): 3 clusters Score: Raw -175580.127955 + Penalty 1425.100602 = -174155.027353 nChanged 2 SP:Iteration 50Q (11810.075211 sec): 3 clusters Score: Raw -175580.790772 + Penalty 1425.100602 = -174155.690169 nChanged 1 SP:Iteration 51Q (11810.081692 sec): 3 clusters Score: Raw -175581.173993 + Penalty 1425.100602 = -174156.073390 nChanged 0 SP:Iteration 52F (11810.088395 sec): 3 clusters Score: Raw -175581.173993 + Penalty 1425.100602 = -174156.073390 nChanged 0 Trying to split cluster 22 (6239 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11810.107674 sec): 2 clusters Score: Raw -596951.970414 + Penalty 830.164643 = -596121.805771 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11810.128326 sec): 3 clusters Score: Raw -593334.169362 + Penalty 1660.329287 = -591673.840075 nChanged 2729 SP:Iteration 1F (11810.148647 sec): 3 clusters Score: Raw -594827.807878 + Penalty 1660.329287 = -593167.478591 nChanged 441 SP:Iteration 2F (11810.168725 sec): 3 clusters Score: Raw -595106.352336 + Penalty 1660.329287 = -593446.023050 nChanged 434 SP:Iteration 3F (11810.188857 sec): 3 clusters Score: Raw -595391.093262 + Penalty 1660.329287 = -593730.763975 nChanged 424 SP:Iteration 4F (11810.208805 sec): 3 clusters Score: Raw -595683.590303 + Penalty 1660.329287 = -594023.261017 nChanged 405 SP:Iteration 5F (11810.228693 sec): 3 clusters Score: Raw -595953.607494 + Penalty 1660.329287 = -594293.278207 nChanged 349 SP:Iteration 6F (11810.248756 sec): 3 clusters Score: Raw -596165.892491 + Penalty 1660.329287 = -594505.563204 nChanged 306 SP:Iteration 7Q (11810.268805 sec): 3 clusters Score: Raw -596359.490048 + Penalty 1660.329287 = -594699.160762 nChanged 283 SP:Iteration 8Q (11810.288732 sec): 3 clusters Score: Raw -596519.360864 + Penalty 1660.329287 = -594859.031577 nChanged 234 SP:Iteration 9Q (11810.308591 sec): 3 clusters Score: Raw -596639.251758 + Penalty 1660.329287 = -594978.922472 nChanged 159 SP:Iteration 10Q (11810.328540 sec): 3 clusters Score: Raw -596705.407530 + Penalty 1660.329287 = -595045.078244 nChanged 103 SP:Iteration 11Q (11810.348111 sec): 3 clusters Score: Raw -596739.671206 + Penalty 1660.329287 = -595079.341920 nChanged 84 SP:Iteration 12Q (11810.368013 sec): 3 clusters Score: Raw -596770.027283 + Penalty 1660.329287 = -595109.697996 nChanged 86 SP:Iteration 13Q (11810.387685 sec): 3 clusters Score: Raw -596798.236624 + Penalty 1660.329287 = -595137.907337 nChanged 75 SP:Iteration 14Q (11810.407288 sec): 3 clusters Score: Raw -596822.189715 + Penalty 1660.329287 = -595161.860428 nChanged 60 SP:Iteration 15Q (11810.427187 sec): 3 clusters Score: Raw -596837.211985 + Penalty 1660.329287 = -595176.882698 nChanged 54 SP:Iteration 16Q (11810.446657 sec): 3 clusters Score: Raw -596852.991163 + Penalty 1660.329287 = -595192.661876 nChanged 58 SP:Iteration 17Q (11810.466528 sec): 3 clusters Score: Raw -596872.900236 + Penalty 1660.329287 = -595212.570949 nChanged 67 SP:Iteration 18Q (11810.486375 sec): 3 clusters Score: Raw -596893.687777 + Penalty 1660.329287 = -595233.358490 nChanged 68 SP:Iteration 19Q (11810.506201 sec): 3 clusters Score: Raw -596916.736058 + Penalty 1660.329287 = -595256.406772 nChanged 60 SP:Iteration 20F (11810.526043 sec): 3 clusters Score: Raw -596933.473693 + Penalty 1660.329287 = -595273.144407 nChanged 55 SP:Iteration 21Q (11810.545994 sec): 3 clusters Score: Raw -596951.428408 + Penalty 1660.329287 = -595291.099121 nChanged 66 SP:Iteration 22Q (11810.565788 sec): 3 clusters Score: Raw -596974.720108 + Penalty 1660.329287 = -595314.390822 nChanged 69 SP:Iteration 23Q (11810.585248 sec): 3 clusters Score: Raw -596998.167004 + Penalty 1660.329287 = -595337.837718 nChanged 71 SP:Iteration 24Q (11810.604846 sec): 3 clusters Score: Raw -597023.872403 + Penalty 1660.329287 = -595363.543116 nChanged 71 SP:Iteration 25Q (11810.624571 sec): 3 clusters Score: Raw -597048.575096 + Penalty 1660.329287 = -595388.245809 nChanged 76 SP:Iteration 26Q (11810.644279 sec): 3 clusters Score: Raw -597076.112062 + Penalty 1660.329287 = -595415.782776 nChanged 56 SP:Iteration 27Q (11810.663540 sec): 3 clusters Score: Raw -597093.164127 + Penalty 1660.329287 = -595432.834840 nChanged 50 SP:Iteration 28Q (11810.683036 sec): 3 clusters Score: Raw -597109.052849 + Penalty 1660.329287 = -595448.723562 nChanged 51 SP:Iteration 29Q (11810.702422 sec): 3 clusters Score: Raw -597124.845712 + Penalty 1660.329287 = -595464.516426 nChanged 43 SP:Iteration 30Q (11810.721988 sec): 3 clusters Score: Raw -597140.500232 + Penalty 1660.329287 = -595480.170946 nChanged 44 SP:Iteration 31Q (11810.741327 sec): 3 clusters Score: Raw -597158.287584 + Penalty 1660.329287 = -595497.958298 nChanged 41 SP:Iteration 32Q (11810.760781 sec): 3 clusters Score: Raw -597173.847506 + Penalty 1660.329287 = -595513.518220 nChanged 38 SP:Iteration 33Q (11810.780075 sec): 3 clusters Score: Raw -597183.948897 + Penalty 1660.329287 = -595523.619611 nChanged 23 SP:Iteration 34Q (11810.799500 sec): 3 clusters Score: Raw -597189.058265 + Penalty 1660.329287 = -595528.728979 nChanged 13 SP:Iteration 35Q (11810.818810 sec): 3 clusters Score: Raw -597191.724124 + Penalty 1660.329287 = -595531.394838 nChanged 16 SP:Iteration 36Q (11810.837969 sec): 3 clusters Score: Raw -597195.502336 + Penalty 1660.329287 = -595535.173050 nChanged 13 SP:Iteration 37Q (11810.857287 sec): 3 clusters Score: Raw -597199.321601 + Penalty 1660.329287 = -595538.992314 nChanged 15 SP:Iteration 38Q (11810.876554 sec): 3 clusters Score: Raw -597202.954030 + Penalty 1660.329287 = -595542.624744 nChanged 12 SP:Iteration 39Q (11810.896069 sec): 3 clusters Score: Raw -597205.547686 + Penalty 1660.329287 = -595545.218400 nChanged 16 SP:Iteration 40F (11810.916223 sec): 3 clusters Score: Raw -597208.926564 + Penalty 1660.329287 = -595548.597277 nChanged 15 SP:Iteration 41Q (11810.935364 sec): 3 clusters Score: Raw -597211.776295 + Penalty 1660.329287 = -595551.447008 nChanged 19 SP:Iteration 42Q (11810.954941 sec): 3 clusters Score: Raw -597216.812586 + Penalty 1660.329287 = -595556.483299 nChanged 21 SP:Iteration 43Q (11810.974498 sec): 3 clusters Score: Raw -597222.946536 + Penalty 1660.329287 = -595562.617249 nChanged 20 SP:Iteration 44Q (11810.993770 sec): 3 clusters Score: Raw -597228.445849 + Penalty 1660.329287 = -595568.116563 nChanged 18 SP:Iteration 45Q (11811.013121 sec): 3 clusters Score: Raw -597234.821360 + Penalty 1660.329287 = -595574.492074 nChanged 20 SP:Iteration 46Q (11811.032480 sec): 3 clusters Score: Raw -597243.001399 + Penalty 1660.329287 = -595582.672112 nChanged 18 SP:Iteration 47Q (11811.051774 sec): 3 clusters Score: Raw -597248.558788 + Penalty 1660.329287 = -595588.229501 nChanged 15 SP:Iteration 48Q (11811.070842 sec): 3 clusters Score: Raw -597252.399554 + Penalty 1660.329287 = -595592.070268 nChanged 17 SP:Iteration 49Q (11811.090136 sec): 3 clusters Score: Raw -597256.312934 + Penalty 1660.329287 = -595595.983648 nChanged 14 SP:Iteration 50Q (11811.109374 sec): 3 clusters Score: Raw -597259.098861 + Penalty 1660.329287 = -595598.769575 nChanged 12 SP:Iteration 51Q (11811.128560 sec): 3 clusters Score: Raw -597262.087930 + Penalty 1660.329287 = -595601.758644 nChanged 10 SP:Iteration 52Q (11811.147601 sec): 3 clusters Score: Raw -597264.904347 + Penalty 1660.329287 = -595604.575060 nChanged 15 SP:Iteration 53Q (11811.166585 sec): 3 clusters Score: Raw -597271.308060 + Penalty 1660.329287 = -595610.978773 nChanged 23 SP:Iteration 54Q (11811.185564 sec): 3 clusters Score: Raw -597280.123262 + Penalty 1660.329287 = -595619.793975 nChanged 20 SP:Iteration 55Q (11811.204716 sec): 3 clusters Score: Raw -597288.432468 + Penalty 1660.329287 = -595628.103182 nChanged 18 SP:Iteration 56Q (11811.223783 sec): 3 clusters Score: Raw -597293.474509 + Penalty 1660.329287 = -595633.145222 nChanged 18 SP:Iteration 57Q (11811.242908 sec): 3 clusters Score: Raw -597298.747448 + Penalty 1660.329287 = -595638.418162 nChanged 17 SP:Iteration 58Q (11811.261998 sec): 3 clusters Score: Raw -597302.046368 + Penalty 1660.329287 = -595641.717081 nChanged 10 SP:Iteration 59Q (11811.280731 sec): 3 clusters Score: Raw -597304.374179 + Penalty 1660.329287 = -595644.044892 nChanged 11 SP:Iteration 60F (11811.300837 sec): 3 clusters Score: Raw -597307.033943 + Penalty 1660.329287 = -595646.704656 nChanged 10 SP:Iteration 61Q (11811.319954 sec): 3 clusters Score: Raw -597309.612327 + Penalty 1660.329287 = -595649.283041 nChanged 8 SP:Iteration 62Q (11811.338717 sec): 3 clusters Score: Raw -597311.415013 + Penalty 1660.329287 = -595651.085726 nChanged 4 SP:Iteration 63Q (11811.357590 sec): 3 clusters Score: Raw -597312.408422 + Penalty 1660.329287 = -595652.079136 nChanged 5 SP:Iteration 64Q (11811.376686 sec): 3 clusters Score: Raw -597314.407956 + Penalty 1660.329287 = -595654.078669 nChanged 10 SP:Iteration 65Q (11811.395883 sec): 3 clusters Score: Raw -597318.720380 + Penalty 1660.329287 = -595658.391094 nChanged 12 SP:Iteration 66Q (11811.414701 sec): 3 clusters Score: Raw -597322.478810 + Penalty 1660.329287 = -595662.149523 nChanged 15 SP:Iteration 67Q (11811.433774 sec): 3 clusters Score: Raw -597327.282740 + Penalty 1660.329287 = -595666.953454 nChanged 10 SP:Iteration 68Q (11811.452758 sec): 3 clusters Score: Raw -597329.129078 + Penalty 1660.329287 = -595668.799792 nChanged 4 SP:Iteration 69Q (11811.471660 sec): 3 clusters Score: Raw -597329.929449 + Penalty 1660.329287 = -595669.600163 nChanged 4 SP:Iteration 70Q (11811.490273 sec): 3 clusters Score: Raw -597330.659587 + Penalty 1660.329287 = -595670.330301 nChanged 1 SP:Iteration 71Q (11811.509270 sec): 3 clusters Score: Raw -597330.707180 + Penalty 1660.329287 = -595670.377893 nChanged 1 SP:Iteration 72Q (11811.528319 sec): 3 clusters Score: Raw -597330.789932 + Penalty 1660.329287 = -595670.460646 nChanged 2 SP:Iteration 73Q (11811.547167 sec): 3 clusters Score: Raw -597331.029274 + Penalty 1660.329287 = -595670.699987 nChanged 1 SP:Iteration 74Q (11811.565997 sec): 3 clusters Score: Raw -597331.192156 + Penalty 1660.329287 = -595670.862869 nChanged 2 SP:Iteration 75Q (11811.585005 sec): 3 clusters Score: Raw -597331.689334 + Penalty 1660.329287 = -595671.360047 nChanged 4 SP:Iteration 76Q (11811.604017 sec): 3 clusters Score: Raw -597332.266058 + Penalty 1660.329287 = -595671.936771 nChanged 4 SP:Iteration 77Q (11811.622736 sec): 3 clusters Score: Raw -597332.895659 + Penalty 1660.329287 = -595672.566372 nChanged 5 SP:Iteration 78Q (11811.641581 sec): 3 clusters Score: Raw -597334.169207 + Penalty 1660.329287 = -595673.839921 nChanged 5 SP:Iteration 79Q (11811.660369 sec): 3 clusters Score: Raw -597335.224912 + Penalty 1660.329287 = -595674.895625 nChanged 6 SP:Iteration 80F (11811.680535 sec): 3 clusters Score: Raw -597336.275412 + Penalty 1660.329287 = -595675.946126 nChanged 5 SP:Iteration 81Q (11811.699538 sec): 3 clusters Score: Raw -597337.099809 + Penalty 1660.329287 = -595676.770523 nChanged 2 SP:Iteration 82Q (11811.718517 sec): 3 clusters Score: Raw -597337.403419 + Penalty 1660.329287 = -595677.074133 nChanged 4 SP:Iteration 83Q (11811.737526 sec): 3 clusters Score: Raw -597338.722830 + Penalty 1660.329287 = -595678.393543 nChanged 2 SP:Iteration 84Q (11811.756299 sec): 3 clusters Score: Raw -597339.120567 + Penalty 1660.329287 = -595678.791280 nChanged 2 SP:Iteration 85Q (11811.774925 sec): 3 clusters Score: Raw -597339.306995 + Penalty 1660.329287 = -595678.977709 nChanged 2 SP:Iteration 86Q (11811.793714 sec): 3 clusters Score: Raw -597339.456890 + Penalty 1660.329287 = -595679.127604 nChanged 1 SP:Iteration 87Q (11811.812461 sec): 3 clusters Score: Raw -597339.622702 + Penalty 1660.329287 = -595679.293416 nChanged 1 SP:Iteration 88Q (11811.831293 sec): 3 clusters Score: Raw -597339.960273 + Penalty 1660.329287 = -595679.630987 nChanged 1 SP:Iteration 89Q (11811.850456 sec): 3 clusters Score: Raw -597340.021317 + Penalty 1660.329287 = -595679.692031 nChanged 1 SP:Iteration 90Q (11811.869105 sec): 3 clusters Score: Raw -597340.138688 + Penalty 1660.329287 = -595679.809402 nChanged 3 SP:Iteration 91Q (11811.887957 sec): 3 clusters Score: Raw -597340.429415 + Penalty 1660.329287 = -595680.100129 nChanged 2 SP:Iteration 92Q (11811.906937 sec): 3 clusters Score: Raw -597340.572653 + Penalty 1660.329287 = -595680.243366 nChanged 0 SP:Iteration 93F (11811.927005 sec): 3 clusters Score: Raw -597340.572653 + Penalty 1660.329287 = -595680.243366 nChanged 0 Trying to split cluster 23 (184 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11811.940808 sec): 2 clusters Score: Raw -12846.669694 + Penalty 495.418897 = -12351.250797 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11811.942190 sec): 3 clusters Score: Raw -12965.590179 + Penalty 990.837794 = -11974.752385 nChanged 59 SP:Iteration 1F (11811.943398 sec): 3 clusters Score: Raw -13142.662804 + Penalty 990.837794 = -12151.825010 nChanged 12 SP:Iteration 2F (11811.944593 sec): 3 clusters Score: Raw -13187.368528 + Penalty 990.837794 = -12196.530735 nChanged 11 SP:Iteration 3F (11811.945767 sec): 3 clusters Score: Raw -13247.073151 + Penalty 990.837794 = -12256.235357 nChanged 6 SP:Iteration 4Q (11811.946904 sec): 3 clusters Score: Raw -13313.192289 + Penalty 990.837794 = -12322.354495 nChanged 2 SP:Iteration 5Q (11811.948033 sec): 3 clusters Score: Raw -13318.177473 + Penalty 990.837794 = -12327.339679 nChanged 0 SP:Iteration 6F (11811.949225 sec): 3 clusters Score: Raw -13319.368241 + Penalty 990.837794 = -12328.530447 nChanged 1 SP:Iteration 7Q (11811.950365 sec): 3 clusters Score: Raw -13338.888419 + Penalty 990.837794 = -12348.050625 nChanged 0 SP:Iteration 8F (11811.951550 sec): 3 clusters Score: Raw -13338.888419 + Penalty 990.837794 = -12348.050625 nChanged 0 Trying to split cluster 24 (1719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11811.967048 sec): 2 clusters Score: Raw -177155.234613 + Penalty 707.702311 = -176447.532302 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11811.974043 sec): 3 clusters Score: Raw -176313.008664 + Penalty 1415.404621 = -174897.604043 nChanged 635 SP:Iteration 1F (11811.980523 sec): 3 clusters Score: Raw -176710.719279 + Penalty 1415.404621 = -175295.314658 nChanged 140 SP:Iteration 2F (11811.986976 sec): 3 clusters Score: Raw -176800.690094 + Penalty 1415.404621 = -175385.285473 nChanged 82 SP:Iteration 3Q (11811.993471 sec): 3 clusters Score: Raw -176844.511858 + Penalty 1415.404621 = -175429.107237 nChanged 46 SP:Iteration 4Q (11811.999989 sec): 3 clusters Score: Raw -176865.685479 + Penalty 1415.404621 = -175450.280858 nChanged 33 SP:Iteration 5Q (11812.006468 sec): 3 clusters Score: Raw -176877.751113 + Penalty 1415.404621 = -175462.346492 nChanged 22 SP:Iteration 6Q (11812.012942 sec): 3 clusters Score: Raw -176886.835878 + Penalty 1415.404621 = -175471.431257 nChanged 16 SP:Iteration 7Q (11812.019413 sec): 3 clusters Score: Raw -176891.921583 + Penalty 1415.404621 = -175476.516962 nChanged 14 SP:Iteration 8Q (11812.025889 sec): 3 clusters Score: Raw -176895.865314 + Penalty 1415.404621 = -175480.460693 nChanged 11 SP:Iteration 9Q (11812.032403 sec): 3 clusters Score: Raw -176899.993372 + Penalty 1415.404621 = -175484.588751 nChanged 15 SP:Iteration 10Q (11812.038883 sec): 3 clusters Score: Raw -176904.940554 + Penalty 1415.404621 = -175489.535933 nChanged 9 SP:Iteration 11Q (11812.045359 sec): 3 clusters Score: Raw -176908.089673 + Penalty 1415.404621 = -175492.685052 nChanged 8 SP:Iteration 12Q (11812.051825 sec): 3 clusters Score: Raw -176911.736148 + Penalty 1415.404621 = -175496.331527 nChanged 16 SP:Iteration 13Q (11812.058303 sec): 3 clusters Score: Raw -176916.940449 + Penalty 1415.404621 = -175501.535828 nChanged 12 SP:Iteration 14Q (11812.064792 sec): 3 clusters Score: Raw -176920.487893 + Penalty 1415.404621 = -175505.083272 nChanged 10 SP:Iteration 15Q (11812.071265 sec): 3 clusters Score: Raw -176923.465011 + Penalty 1415.404621 = -175508.060390 nChanged 9 SP:Iteration 16Q (11812.077732 sec): 3 clusters Score: Raw -176926.210699 + Penalty 1415.404621 = -175510.806078 nChanged 5 SP:Iteration 17Q (11812.084187 sec): 3 clusters Score: Raw -176928.318744 + Penalty 1415.404621 = -175512.914123 nChanged 9 SP:Iteration 18Q (11812.090586 sec): 3 clusters Score: Raw -176932.212424 + Penalty 1415.404621 = -175516.807803 nChanged 12 SP:Iteration 19Q (11812.097075 sec): 3 clusters Score: Raw -176938.777516 + Penalty 1415.404621 = -175523.372895 nChanged 19 SP:Iteration 20F (11812.103514 sec): 3 clusters Score: Raw -176947.884876 + Penalty 1415.404621 = -175532.480255 nChanged 15 SP:Iteration 21Q (11812.109923 sec): 3 clusters Score: Raw -176956.020662 + Penalty 1415.404621 = -175540.616041 nChanged 18 SP:Iteration 22Q (11812.116320 sec): 3 clusters Score: Raw -176962.099773 + Penalty 1415.404621 = -175546.695152 nChanged 15 SP:Iteration 23Q (11812.122720 sec): 3 clusters Score: Raw -176969.116241 + Penalty 1415.404621 = -175553.711620 nChanged 21 SP:Iteration 24Q (11812.129210 sec): 3 clusters Score: Raw -176978.010122 + Penalty 1415.404621 = -175562.605501 nChanged 15 SP:Iteration 25Q (11812.135664 sec): 3 clusters Score: Raw -176982.792714 + Penalty 1415.404621 = -175567.388093 nChanged 8 SP:Iteration 26Q (11812.142107 sec): 3 clusters Score: Raw -176985.393655 + Penalty 1415.404621 = -175569.989034 nChanged 9 SP:Iteration 27Q (11812.148492 sec): 3 clusters Score: Raw -176987.853991 + Penalty 1415.404621 = -175572.449370 nChanged 10 SP:Iteration 28Q (11812.154970 sec): 3 clusters Score: Raw -176991.431340 + Penalty 1415.404621 = -175576.026719 nChanged 9 SP:Iteration 29Q (11812.161453 sec): 3 clusters Score: Raw -176993.807618 + Penalty 1415.404621 = -175578.402997 nChanged 4 SP:Iteration 30Q (11812.167907 sec): 3 clusters Score: Raw -176995.023071 + Penalty 1415.404621 = -175579.618450 nChanged 8 SP:Iteration 31Q (11812.174358 sec): 3 clusters Score: Raw -176997.236122 + Penalty 1415.404621 = -175581.831501 nChanged 7 SP:Iteration 32Q (11812.180806 sec): 3 clusters Score: Raw -176999.095173 + Penalty 1415.404621 = -175583.690552 nChanged 6 SP:Iteration 33Q (11812.187250 sec): 3 clusters Score: Raw -177001.385461 + Penalty 1415.404621 = -175585.980840 nChanged 10 SP:Iteration 34Q (11812.193657 sec): 3 clusters Score: Raw -177005.745696 + Penalty 1415.404621 = -175590.341075 nChanged 18 SP:Iteration 35Q (11812.200117 sec): 3 clusters Score: Raw -177015.985874 + Penalty 1415.404621 = -175600.581253 nChanged 22 SP:Iteration 36Q (11812.206572 sec): 3 clusters Score: Raw -177030.254496 + Penalty 1415.404621 = -175614.849875 nChanged 25 SP:Iteration 37Q (11812.213022 sec): 3 clusters Score: Raw -177041.433409 + Penalty 1415.404621 = -175626.028788 nChanged 16 SP:Iteration 38Q (11812.219472 sec): 3 clusters Score: Raw -177048.905880 + Penalty 1415.404621 = -175633.501259 nChanged 12 SP:Iteration 39Q (11812.225954 sec): 3 clusters Score: Raw -177055.068001 + Penalty 1415.404621 = -175639.663380 nChanged 15 SP:Iteration 40F (11812.232335 sec): 3 clusters Score: Raw -177062.747319 + Penalty 1415.404621 = -175647.342698 nChanged 17 SP:Iteration 41Q (11812.238769 sec): 3 clusters Score: Raw -177068.865385 + Penalty 1415.404621 = -175653.460764 nChanged 11 SP:Iteration 42Q (11812.245152 sec): 3 clusters Score: Raw -177074.608950 + Penalty 1415.404621 = -175659.204329 nChanged 11 SP:Iteration 43Q (11812.251583 sec): 3 clusters Score: Raw -177080.688706 + Penalty 1415.404621 = -175665.284085 nChanged 13 SP:Iteration 44Q (11812.258030 sec): 3 clusters Score: Raw -177085.358147 + Penalty 1415.404621 = -175669.953526 nChanged 7 SP:Iteration 45Q (11812.264387 sec): 3 clusters Score: Raw -177087.684676 + Penalty 1415.404621 = -175672.280055 nChanged 5 SP:Iteration 46Q (11812.270793 sec): 3 clusters Score: Raw -177089.531422 + Penalty 1415.404621 = -175674.126801 nChanged 1 SP:Iteration 47Q (11812.277193 sec): 3 clusters Score: Raw -177089.958323 + Penalty 1415.404621 = -175674.553702 nChanged 0 SP:Iteration 48F (11812.283612 sec): 3 clusters Score: Raw -177089.958323 + Penalty 1415.404621 = -175674.553702 nChanged 0 Trying to split cluster 25 (737 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11812.298125 sec): 2 clusters Score: Raw -64660.263378 + Penalty 627.245850 = -64033.017528 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11812.301609 sec): 3 clusters Score: Raw -64398.426224 + Penalty 1254.491700 = -63143.934525 nChanged 234 SP:Iteration 1F (11812.304736 sec): 3 clusters Score: Raw -64587.525096 + Penalty 1254.491700 = -63333.033397 nChanged 58 SP:Iteration 2F (11812.307859 sec): 3 clusters Score: Raw -64642.025207 + Penalty 1254.491700 = -63387.533507 nChanged 37 SP:Iteration 3F (11812.310947 sec): 3 clusters Score: Raw -64676.326789 + Penalty 1254.491700 = -63421.835089 nChanged 21 SP:Iteration 4Q (11812.314044 sec): 3 clusters Score: Raw -64687.109713 + Penalty 1254.491700 = -63432.618014 nChanged 16 SP:Iteration 5Q (11812.317193 sec): 3 clusters Score: Raw -64699.406141 + Penalty 1254.491700 = -63444.914442 nChanged 9 SP:Iteration 6Q (11812.320291 sec): 3 clusters Score: Raw -64705.498208 + Penalty 1254.491700 = -63451.006508 nChanged 6 SP:Iteration 7Q (11812.323370 sec): 3 clusters Score: Raw -64711.770038 + Penalty 1254.491700 = -63457.278338 nChanged 8 SP:Iteration 8Q (11812.326447 sec): 3 clusters Score: Raw -64716.146206 + Penalty 1254.491700 = -63461.654507 nChanged 5 SP:Iteration 9Q (11812.329527 sec): 3 clusters Score: Raw -64719.518511 + Penalty 1254.491700 = -63465.026812 nChanged 0 SP:Iteration 10F (11812.332612 sec): 3 clusters Score: Raw -64719.518511 + Penalty 1254.491700 = -63465.026812 nChanged 0 Trying to split cluster 26 (9747 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11812.355273 sec): 2 clusters Score: Raw -898261.108733 + Penalty 872.547908 = -897388.560825 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11812.380737 sec): 3 clusters Score: Raw -892429.069639 + Penalty 1745.095817 = -890683.973822 nChanged 4451 SP:Iteration 1F (11812.405130 sec): 3 clusters Score: Raw -894952.372201 + Penalty 1745.095817 = -893207.276385 nChanged 639 SP:Iteration 2F (11812.429669 sec): 3 clusters Score: Raw -895291.979983 + Penalty 1745.095817 = -893546.884166 nChanged 605 SP:Iteration 3F (11812.454086 sec): 3 clusters Score: Raw -895643.950542 + Penalty 1745.095817 = -893898.854726 nChanged 592 SP:Iteration 4F (11812.478368 sec): 3 clusters Score: Raw -896006.669230 + Penalty 1745.095817 = -894261.573413 nChanged 598 SP:Iteration 5F (11812.502848 sec): 3 clusters Score: Raw -896401.996096 + Penalty 1745.095817 = -894656.900279 nChanged 543 SP:Iteration 6F (11812.527302 sec): 3 clusters Score: Raw -896757.526494 + Penalty 1745.095817 = -895012.430677 nChanged 468 SP:Iteration 7Q (11812.551233 sec): 3 clusters Score: Raw -897042.851913 + Penalty 1745.095817 = -895297.756097 nChanged 407 SP:Iteration 8Q (11812.575402 sec): 3 clusters Score: Raw -897261.258195 + Penalty 1745.095817 = -895516.162379 nChanged 332 SP:Iteration 9Q (11812.599412 sec): 3 clusters Score: Raw -897425.633255 + Penalty 1745.095817 = -895680.537438 nChanged 256 SP:Iteration 10Q (11812.623377 sec): 3 clusters Score: Raw -897546.538060 + Penalty 1745.095817 = -895801.442243 nChanged 230 SP:Iteration 11Q (11812.647145 sec): 3 clusters Score: Raw -897655.141832 + Penalty 1745.095817 = -895910.046015 nChanged 191 SP:Iteration 12Q (11812.670850 sec): 3 clusters Score: Raw -897730.420963 + Penalty 1745.095817 = -895985.325147 nChanged 147 SP:Iteration 13Q (11812.694564 sec): 3 clusters Score: Raw -897781.522829 + Penalty 1745.095817 = -896036.427012 nChanged 151 SP:Iteration 14Q (11812.718282 sec): 3 clusters Score: Raw -897831.759219 + Penalty 1745.095817 = -896086.663403 nChanged 134 SP:Iteration 15Q (11812.742080 sec): 3 clusters Score: Raw -897881.186325 + Penalty 1745.095817 = -896136.090509 nChanged 111 SP:Iteration 16Q (11812.765702 sec): 3 clusters Score: Raw -897929.515370 + Penalty 1745.095817 = -896184.419553 nChanged 125 SP:Iteration 17Q (11812.789265 sec): 3 clusters Score: Raw -897987.548912 + Penalty 1745.095817 = -896242.453096 nChanged 139 SP:Iteration 18Q (11812.812581 sec): 3 clusters Score: Raw -898050.603102 + Penalty 1745.095817 = -896305.507285 nChanged 127 SP:Iteration 19Q (11812.836078 sec): 3 clusters Score: Raw -898101.423421 + Penalty 1745.095817 = -896356.327604 nChanged 110 SP:Iteration 20F (11812.860259 sec): 3 clusters Score: Raw -898142.053937 + Penalty 1745.095817 = -896396.958120 nChanged 90 SP:Iteration 21Q (11812.883446 sec): 3 clusters Score: Raw -898170.848340 + Penalty 1745.095817 = -896425.752523 nChanged 97 SP:Iteration 22Q (11812.906764 sec): 3 clusters Score: Raw -898203.489947 + Penalty 1745.095817 = -896458.394130 nChanged 91 SP:Iteration 23Q (11812.929978 sec): 3 clusters Score: Raw -898230.753265 + Penalty 1745.095817 = -896485.657448 nChanged 85 SP:Iteration 24Q (11812.953279 sec): 3 clusters Score: Raw -898252.629588 + Penalty 1745.095817 = -896507.533772 nChanged 81 SP:Iteration 25Q (11812.976523 sec): 3 clusters Score: Raw -898276.349537 + Penalty 1745.095817 = -896531.253721 nChanged 66 SP:Iteration 26Q (11812.999809 sec): 3 clusters Score: Raw -898295.022548 + Penalty 1745.095817 = -896549.926732 nChanged 59 SP:Iteration 27Q (11813.022847 sec): 3 clusters Score: Raw -898313.166016 + Penalty 1745.095817 = -896568.070200 nChanged 66 SP:Iteration 28Q (11813.045934 sec): 3 clusters Score: Raw -898331.122741 + Penalty 1745.095817 = -896586.026924 nChanged 62 SP:Iteration 29Q (11813.068958 sec): 3 clusters Score: Raw -898349.569215 + Penalty 1745.095817 = -896604.473398 nChanged 64 SP:Iteration 30Q (11813.091823 sec): 3 clusters Score: Raw -898368.100975 + Penalty 1745.095817 = -896623.005158 nChanged 69 SP:Iteration 31Q (11813.114703 sec): 3 clusters Score: Raw -898388.308383 + Penalty 1745.095817 = -896643.212567 nChanged 54 SP:Iteration 32Q (11813.137825 sec): 3 clusters Score: Raw -898400.775486 + Penalty 1745.095817 = -896655.679669 nChanged 44 SP:Iteration 33Q (11813.160590 sec): 3 clusters Score: Raw -898412.993915 + Penalty 1745.095817 = -896667.898099 nChanged 61 SP:Iteration 34Q (11813.183700 sec): 3 clusters Score: Raw -898429.204929 + Penalty 1745.095817 = -896684.109112 nChanged 58 SP:Iteration 35Q (11813.206574 sec): 3 clusters Score: Raw -898444.873690 + Penalty 1745.095817 = -896699.777874 nChanged 51 SP:Iteration 36Q (11813.229335 sec): 3 clusters Score: Raw -898455.580071 + Penalty 1745.095817 = -896710.484255 nChanged 48 SP:Iteration 37Q (11813.252273 sec): 3 clusters Score: Raw -898464.302962 + Penalty 1745.095817 = -896719.207146 nChanged 43 SP:Iteration 38Q (11813.275153 sec): 3 clusters Score: Raw -898472.621954 + Penalty 1745.095817 = -896727.526137 nChanged 50 SP:Iteration 39Q (11813.298059 sec): 3 clusters Score: Raw -898484.039506 + Penalty 1745.095817 = -896738.943689 nChanged 56 SP:Iteration 40F (11813.322342 sec): 3 clusters Score: Raw -898494.292898 + Penalty 1745.095817 = -896749.197081 nChanged 36 SP:Iteration 41Q (11813.344956 sec): 3 clusters Score: Raw -898501.265762 + Penalty 1745.095817 = -896756.169946 nChanged 30 SP:Iteration 42Q (11813.367569 sec): 3 clusters Score: Raw -898506.046130 + Penalty 1745.095817 = -896760.950313 nChanged 28 SP:Iteration 43Q (11813.390241 sec): 3 clusters Score: Raw -898510.151415 + Penalty 1745.095817 = -896765.055599 nChanged 27 SP:Iteration 44Q (11813.413073 sec): 3 clusters Score: Raw -898515.096601 + Penalty 1745.095817 = -896770.000785 nChanged 28 SP:Iteration 45Q (11813.435933 sec): 3 clusters Score: Raw -898519.336488 + Penalty 1745.095817 = -896774.240671 nChanged 21 SP:Iteration 46Q (11813.458671 sec): 3 clusters Score: Raw -898521.996352 + Penalty 1745.095817 = -896776.900535 nChanged 16 SP:Iteration 47Q (11813.481321 sec): 3 clusters Score: Raw -898524.127963 + Penalty 1745.095817 = -896779.032146 nChanged 11 SP:Iteration 48Q (11813.504067 sec): 3 clusters Score: Raw -898525.397286 + Penalty 1745.095817 = -896780.301469 nChanged 7 SP:Iteration 49Q (11813.526718 sec): 3 clusters Score: Raw -898526.125453 + Penalty 1745.095817 = -896781.029636 nChanged 13 SP:Iteration 50Q (11813.549429 sec): 3 clusters Score: Raw -898527.362379 + Penalty 1745.095817 = -896782.266563 nChanged 6 SP:Iteration 51Q (11813.572178 sec): 3 clusters Score: Raw -898528.476314 + Penalty 1745.095817 = -896783.380497 nChanged 5 SP:Iteration 52Q (11813.595102 sec): 3 clusters Score: Raw -898529.192996 + Penalty 1745.095817 = -896784.097179 nChanged 7 SP:Iteration 53Q (11813.617823 sec): 3 clusters Score: Raw -898530.326764 + Penalty 1745.095817 = -896785.230947 nChanged 5 SP:Iteration 54Q (11813.640452 sec): 3 clusters Score: Raw -898530.840949 + Penalty 1745.095817 = -896785.745132 nChanged 5 SP:Iteration 55Q (11813.699571 sec): 3 clusters Score: Raw -898531.372104 + Penalty 1745.095817 = -896786.276287 nChanged 4 SP:Iteration 56Q (11813.731441 sec): 3 clusters Score: Raw -898532.019218 + Penalty 1745.095817 = -896786.923401 nChanged 6 SP:Iteration 57Q (11813.754259 sec): 3 clusters Score: Raw -898532.944547 + Penalty 1745.095817 = -896787.848731 nChanged 4 SP:Iteration 58Q (11813.777105 sec): 3 clusters Score: Raw -898533.271733 + Penalty 1745.095817 = -896788.175916 nChanged 3 SP:Iteration 59Q (11813.799741 sec): 3 clusters Score: Raw -898534.019760 + Penalty 1745.095817 = -896788.923944 nChanged 5 SP:Iteration 60F (11813.823931 sec): 3 clusters Score: Raw -898535.371918 + Penalty 1745.095817 = -896790.276101 nChanged 7 SP:Iteration 61Q (11813.846674 sec): 3 clusters Score: Raw -898536.048506 + Penalty 1745.095817 = -896790.952689 nChanged 5 SP:Iteration 62Q (11813.869238 sec): 3 clusters Score: Raw -898536.733873 + Penalty 1745.095817 = -896791.638057 nChanged 3 SP:Iteration 63Q (11813.891860 sec): 3 clusters Score: Raw -898537.058124 + Penalty 1745.095817 = -896791.962307 nChanged 2 SP:Iteration 64Q (11813.914373 sec): 3 clusters Score: Raw -898537.158621 + Penalty 1745.095817 = -896792.062805 nChanged 2 SP:Iteration 65Q (11813.936953 sec): 3 clusters Score: Raw -898537.447701 + Penalty 1745.095817 = -896792.351884 nChanged 4 SP:Iteration 66Q (11813.959486 sec): 3 clusters Score: Raw -898537.906543 + Penalty 1745.095817 = -896792.810727 nChanged 2 SP:Iteration 67Q (11813.982191 sec): 3 clusters Score: Raw -898538.139199 + Penalty 1745.095817 = -896793.043383 nChanged 1 SP:Iteration 68Q (11814.004805 sec): 3 clusters Score: Raw -898538.174172 + Penalty 1745.095817 = -896793.078355 nChanged 1 SP:Iteration 69Q (11814.027490 sec): 3 clusters Score: Raw -898538.281880 + Penalty 1745.095817 = -896793.186064 nChanged 3 SP:Iteration 70Q (11814.050283 sec): 3 clusters Score: Raw -898538.609095 + Penalty 1745.095817 = -896793.513279 nChanged 4 SP:Iteration 71Q (11814.072994 sec): 3 clusters Score: Raw -898539.087303 + Penalty 1745.095817 = -896793.991487 nChanged 7 SP:Iteration 72Q (11814.095633 sec): 3 clusters Score: Raw -898540.314803 + Penalty 1745.095817 = -896795.218987 nChanged 11 SP:Iteration 73Q (11814.118300 sec): 3 clusters Score: Raw -898541.946234 + Penalty 1745.095817 = -896796.850417 nChanged 11 SP:Iteration 74Q (11814.141034 sec): 3 clusters Score: Raw -898544.085701 + Penalty 1745.095817 = -896798.989884 nChanged 10 SP:Iteration 75Q (11814.163569 sec): 3 clusters Score: Raw -898546.156168 + Penalty 1745.095817 = -896801.060351 nChanged 9 SP:Iteration 76Q (11814.186155 sec): 3 clusters Score: Raw -898547.847790 + Penalty 1745.095817 = -896802.751974 nChanged 10 SP:Iteration 77Q (11814.208674 sec): 3 clusters Score: Raw -898549.894065 + Penalty 1745.095817 = -896804.798249 nChanged 17 SP:Iteration 78Q (11814.231337 sec): 3 clusters Score: Raw -898554.001756 + Penalty 1745.095817 = -896808.905939 nChanged 14 SP:Iteration 79Q (11814.253843 sec): 3 clusters Score: Raw -898556.651229 + Penalty 1745.095817 = -896811.555412 nChanged 21 SP:Iteration 80F (11814.278405 sec): 3 clusters Score: Raw -898561.646380 + Penalty 1745.095817 = -896816.550563 nChanged 19 SP:Iteration 81Q (11814.300962 sec): 3 clusters Score: Raw -898565.668983 + Penalty 1745.095817 = -896820.573167 nChanged 18 SP:Iteration 82Q (11814.323487 sec): 3 clusters Score: Raw -898568.925828 + Penalty 1745.095817 = -896823.830012 nChanged 18 SP:Iteration 83Q (11814.346184 sec): 3 clusters Score: Raw -898572.408909 + Penalty 1745.095817 = -896827.313092 nChanged 22 SP:Iteration 84Q (11814.368830 sec): 3 clusters Score: Raw -898576.932506 + Penalty 1745.095817 = -896831.836690 nChanged 21 SP:Iteration 85Q (11814.391344 sec): 3 clusters Score: Raw -898579.956641 + Penalty 1745.095817 = -896834.860824 nChanged 17 SP:Iteration 86Q (11814.413876 sec): 3 clusters Score: Raw -898582.410172 + Penalty 1745.095817 = -896837.314355 nChanged 19 SP:Iteration 87Q (11814.436400 sec): 3 clusters Score: Raw -898585.132600 + Penalty 1745.095817 = -896840.036783 nChanged 9 SP:Iteration 88Q (11814.458811 sec): 3 clusters Score: Raw -898585.750059 + Penalty 1745.095817 = -896840.654242 nChanged 7 SP:Iteration 89Q (11814.481275 sec): 3 clusters Score: Raw -898586.562865 + Penalty 1745.095817 = -896841.467048 nChanged 9 SP:Iteration 90Q (11814.503691 sec): 3 clusters Score: Raw -898587.726010 + Penalty 1745.095817 = -896842.630193 nChanged 7 SP:Iteration 91Q (11814.526224 sec): 3 clusters Score: Raw -898588.424734 + Penalty 1745.095817 = -896843.328917 nChanged 6 SP:Iteration 92Q (11814.548810 sec): 3 clusters Score: Raw -898588.956089 + Penalty 1745.095817 = -896843.860272 nChanged 5 SP:Iteration 93Q (11814.571384 sec): 3 clusters Score: Raw -898589.581903 + Penalty 1745.095817 = -896844.486086 nChanged 4 SP:Iteration 94Q (11814.593804 sec): 3 clusters Score: Raw -898590.239276 + Penalty 1745.095817 = -896845.143459 nChanged 1 SP:Iteration 95Q (11814.616168 sec): 3 clusters Score: Raw -898590.372502 + Penalty 1745.095817 = -896845.276686 nChanged 1 SP:Iteration 96Q (11814.638726 sec): 3 clusters Score: Raw -898590.538295 + Penalty 1745.095817 = -896845.442478 nChanged 0 SP:Iteration 97F (11814.662735 sec): 3 clusters Score: Raw -898590.538295 + Penalty 1745.095817 = -896845.442478 nChanged 0 Trying to split cluster 27 (3801 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11814.679338 sec): 2 clusters Score: Raw -331810.252754 + Penalty 783.086850 = -331027.165904 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11814.694409 sec): 3 clusters Score: Raw -329774.802012 + Penalty 1566.173699 = -328208.628313 nChanged 1585 SP:Iteration 1F (11814.708154 sec): 3 clusters Score: Raw -330678.640319 + Penalty 1566.173699 = -329112.466620 nChanged 282 SP:Iteration 2F (11814.721923 sec): 3 clusters Score: Raw -330845.547968 + Penalty 1566.173699 = -329279.374269 nChanged 222 SP:Iteration 3F (11814.735619 sec): 3 clusters Score: Raw -330982.971149 + Penalty 1566.173699 = -329416.797450 nChanged 186 SP:Iteration 4Q (11814.749423 sec): 3 clusters Score: Raw -331090.529020 + Penalty 1566.173699 = -329524.355321 nChanged 180 SP:Iteration 5Q (11814.763211 sec): 3 clusters Score: Raw -331208.160813 + Penalty 1566.173699 = -329641.987114 nChanged 184 SP:Iteration 6Q (11814.777006 sec): 3 clusters Score: Raw -331344.329431 + Penalty 1566.173699 = -329778.155731 nChanged 200 SP:Iteration 7F (11814.790833 sec): 3 clusters Score: Raw -331491.771961 + Penalty 1566.173699 = -329925.598262 nChanged 194 SP:Iteration 8F (11814.804712 sec): 3 clusters Score: Raw -331616.750582 + Penalty 1566.173699 = -330050.576883 nChanged 156 SP:Iteration 9Q (11814.818356 sec): 3 clusters Score: Raw -331726.442421 + Penalty 1566.173699 = -330160.268722 nChanged 137 SP:Iteration 10Q (11814.832015 sec): 3 clusters Score: Raw -331817.390815 + Penalty 1566.173699 = -330251.217115 nChanged 124 SP:Iteration 11Q (11814.845713 sec): 3 clusters Score: Raw -331890.986336 + Penalty 1566.173699 = -330324.812637 nChanged 89 SP:Iteration 12Q (11814.859294 sec): 3 clusters Score: Raw -331937.297574 + Penalty 1566.173699 = -330371.123875 nChanged 77 SP:Iteration 13Q (11814.872856 sec): 3 clusters Score: Raw -331980.164461 + Penalty 1566.173699 = -330413.990762 nChanged 72 SP:Iteration 14Q (11814.886459 sec): 3 clusters Score: Raw -332036.411636 + Penalty 1566.173699 = -330470.237937 nChanged 67 SP:Iteration 15Q (11814.900010 sec): 3 clusters Score: Raw -332084.370766 + Penalty 1566.173699 = -330518.197067 nChanged 51 SP:Iteration 16Q (11814.913362 sec): 3 clusters Score: Raw -332125.360526 + Penalty 1566.173699 = -330559.186826 nChanged 52 SP:Iteration 17Q (11814.926736 sec): 3 clusters Score: Raw -332187.655328 + Penalty 1566.173699 = -330621.481629 nChanged 44 SP:Iteration 18Q (11814.940137 sec): 3 clusters Score: Raw -332231.509797 + Penalty 1566.173699 = -330665.336098 nChanged 41 SP:Iteration 19Q (11814.953454 sec): 3 clusters Score: Raw -332255.934386 + Penalty 1566.173699 = -330689.760687 nChanged 26 SP:Iteration 20F (11814.967300 sec): 3 clusters Score: Raw -332274.729072 + Penalty 1566.173699 = -330708.555373 nChanged 28 SP:Iteration 21Q (11814.980570 sec): 3 clusters Score: Raw -332294.605400 + Penalty 1566.173699 = -330728.431700 nChanged 22 SP:Iteration 22Q (11814.993846 sec): 3 clusters Score: Raw -332312.096929 + Penalty 1566.173699 = -330745.923229 nChanged 28 SP:Iteration 23Q (11815.006979 sec): 3 clusters Score: Raw -332325.164368 + Penalty 1566.173699 = -330758.990669 nChanged 22 SP:Iteration 24Q (11815.020179 sec): 3 clusters Score: Raw -332335.858992 + Penalty 1566.173699 = -330769.685293 nChanged 16 SP:Iteration 25Q (11815.033452 sec): 3 clusters Score: Raw -332340.141514 + Penalty 1566.173699 = -330773.967815 nChanged 10 SP:Iteration 26Q (11815.046708 sec): 3 clusters Score: Raw -332342.958666 + Penalty 1566.173699 = -330776.784967 nChanged 6 SP:Iteration 27Q (11815.059986 sec): 3 clusters Score: Raw -332345.214809 + Penalty 1566.173699 = -330779.041110 nChanged 7 SP:Iteration 28Q (11815.073253 sec): 3 clusters Score: Raw -332346.025395 + Penalty 1566.173699 = -330779.851695 nChanged 2 SP:Iteration 29Q (11815.086497 sec): 3 clusters Score: Raw -332346.334216 + Penalty 1566.173699 = -330780.160517 nChanged 1 SP:Iteration 30Q (11815.099598 sec): 3 clusters Score: Raw -332346.464658 + Penalty 1566.173699 = -330780.290959 nChanged 1 SP:Iteration 31Q (11815.112811 sec): 3 clusters Score: Raw -332346.574040 + Penalty 1566.173699 = -330780.400341 nChanged 1 SP:Iteration 32Q (11815.126024 sec): 3 clusters Score: Raw -332346.770542 + Penalty 1566.173699 = -330780.596843 nChanged 2 SP:Iteration 33Q (11815.139231 sec): 3 clusters Score: Raw -332347.107168 + Penalty 1566.173699 = -330780.933468 nChanged 0 SP:Iteration 34F (11815.153033 sec): 3 clusters Score: Raw -332347.107168 + Penalty 1566.173699 = -330780.933468 nChanged 0 Trying to split cluster 28 (17481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11815.181434 sec): 2 clusters Score: Raw -1677538.067813 + Penalty 928.042636 = -1676610.025177 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11815.215975 sec): 3 clusters Score: Raw -1666741.079514 + Penalty 1856.085273 = -1664884.994241 nChanged 7963 SP:Iteration 1F (11815.248908 sec): 3 clusters Score: Raw -1671232.849734 + Penalty 1856.085273 = -1669376.764462 nChanged 894 SP:Iteration 2F (11815.281932 sec): 3 clusters Score: Raw -1671582.813720 + Penalty 1856.085273 = -1669726.728448 nChanged 903 SP:Iteration 3F (11815.314893 sec): 3 clusters Score: Raw -1671995.361617 + Penalty 1856.085273 = -1670139.276344 nChanged 1086 SP:Iteration 4F (11815.347518 sec): 3 clusters Score: Raw -1672655.915721 + Penalty 1856.085273 = -1670799.830449 nChanged 1288 SP:Iteration 5F (11815.380178 sec): 3 clusters Score: Raw -1673633.125946 + Penalty 1856.085273 = -1671777.040673 nChanged 1349 SP:Iteration 6F (11815.413015 sec): 3 clusters Score: Raw -1674828.422675 + Penalty 1856.085273 = -1672972.337403 nChanged 1160 SP:Iteration 7F (11815.445820 sec): 3 clusters Score: Raw -1675963.336392 + Penalty 1856.085273 = -1674107.251119 nChanged 792 SP:Iteration 8Q (11815.477906 sec): 3 clusters Score: Raw -1676750.273506 + Penalty 1856.085273 = -1674894.188233 nChanged 448 SP:Iteration 9Q (11815.508387 sec): 3 clusters Score: Raw -1677196.346978 + Penalty 1856.085273 = -1675340.261706 nChanged 253 SP:Iteration 10Q (11815.537947 sec): 3 clusters Score: Raw -1677446.099628 + Penalty 1856.085273 = -1675590.014355 nChanged 142 SP:Iteration 11Q (11815.566524 sec): 3 clusters Score: Raw -1677580.288338 + Penalty 1856.085273 = -1675724.203065 nChanged 84 SP:Iteration 12Q (11815.594775 sec): 3 clusters Score: Raw -1677647.828101 + Penalty 1856.085273 = -1675791.742828 nChanged 54 SP:Iteration 13Q (11815.623110 sec): 3 clusters Score: Raw -1677692.661799 + Penalty 1856.085273 = -1675836.576527 nChanged 31 SP:Iteration 14Q (11815.651296 sec): 3 clusters Score: Raw -1677720.060218 + Penalty 1856.085273 = -1675863.974946 nChanged 24 SP:Iteration 15Q (11815.679352 sec): 3 clusters Score: Raw -1677741.557525 + Penalty 1856.085273 = -1675885.472252 nChanged 15 SP:Iteration 16Q (11815.707314 sec): 3 clusters Score: Raw -1677751.576021 + Penalty 1856.085273 = -1675895.490748 nChanged 6 SP:Iteration 17Q (11815.735345 sec): 3 clusters Score: Raw -1677754.322624 + Penalty 1856.085273 = -1675898.237351 nChanged 7 SP:Iteration 18Q (11815.763274 sec): 3 clusters Score: Raw -1677760.663788 + Penalty 1856.085273 = -1675904.578515 nChanged 7 SP:Iteration 19Q (11815.791190 sec): 3 clusters Score: Raw -1677767.309637 + Penalty 1856.085273 = -1675911.224364 nChanged 4 SP:Iteration 20F (11815.823750 sec): 3 clusters Score: Raw -1677769.808928 + Penalty 1856.085273 = -1675913.723656 nChanged 2 SP:Iteration 21Q (11815.851731 sec): 3 clusters Score: Raw -1677771.381407 + Penalty 1856.085273 = -1675915.296134 nChanged 1 SP:Iteration 22Q (11815.879845 sec): 3 clusters Score: Raw -1677772.840706 + Penalty 1856.085273 = -1675916.755434 nChanged 2 SP:Iteration 23Q (11815.907785 sec): 3 clusters Score: Raw -1677773.551272 + Penalty 1856.085273 = -1675917.466000 nChanged 1 SP:Iteration 24Q (11815.935631 sec): 3 clusters Score: Raw -1677774.095238 + Penalty 1856.085273 = -1675918.009965 nChanged 1 SP:Iteration 25Q (11815.963730 sec): 3 clusters Score: Raw -1677774.411894 + Penalty 1856.085273 = -1675918.326621 nChanged 1 SP:Iteration 26Q (11815.991627 sec): 3 clusters Score: Raw -1677774.954460 + Penalty 1856.085273 = -1675918.869187 nChanged 1 SP:Iteration 27Q (11816.034221 sec): 3 clusters Score: Raw -1677775.354482 + Penalty 1856.085273 = -1675919.269210 nChanged 1 SP:Iteration 28Q (11816.071287 sec): 3 clusters Score: Raw -1677775.790966 + Penalty 1856.085273 = -1675919.705693 nChanged 0 SP:Iteration 29F (11816.106816 sec): 3 clusters Score: Raw -1677775.790966 + Penalty 1856.085273 = -1675919.705693 nChanged 0 Trying to split cluster 29 (4836 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11816.125857 sec): 2 clusters Score: Raw -452574.120581 + Penalty 805.965105 = -451768.155476 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11816.144441 sec): 3 clusters Score: Raw -449820.787088 + Penalty 1611.930210 = -448208.856877 nChanged 2082 SP:Iteration 1F (11816.161619 sec): 3 clusters Score: Raw -451045.471525 + Penalty 1611.930210 = -449433.541315 nChanged 315 SP:Iteration 2F (11816.178730 sec): 3 clusters Score: Raw -451211.853491 + Penalty 1611.930210 = -449599.923281 nChanged 278 SP:Iteration 3F (11816.231164 sec): 3 clusters Score: Raw -451363.475475 + Penalty 1611.930210 = -449751.545265 nChanged 255 SP:Iteration 4F (11816.283363 sec): 3 clusters Score: Raw -451522.000559 + Penalty 1611.930210 = -449910.070349 nChanged 260 SP:Iteration 5F (11816.325828 sec): 3 clusters Score: Raw -451694.206349 + Penalty 1611.930210 = -450082.276139 nChanged 233 SP:Iteration 6Q (11816.378340 sec): 3 clusters Score: Raw -451858.903978 + Penalty 1611.930210 = -450246.973767 nChanged 215 SP:Iteration 7Q (11816.430173 sec): 3 clusters Score: Raw -452003.882420 + Penalty 1611.930210 = -450391.952210 nChanged 204 SP:Iteration 8Q (11816.482373 sec): 3 clusters Score: Raw -452130.897279 + Penalty 1611.930210 = -450518.967069 nChanged 157 SP:Iteration 9Q (11816.534587 sec): 3 clusters Score: Raw -452212.167879 + Penalty 1611.930210 = -450600.237669 nChanged 120 SP:Iteration 10Q (11816.585770 sec): 3 clusters Score: Raw -452258.282189 + Penalty 1611.930210 = -450646.351979 nChanged 89 SP:Iteration 11Q (11816.637968 sec): 3 clusters Score: Raw -452292.622240 + Penalty 1611.930210 = -450680.692029 nChanged 79 SP:Iteration 12Q (11816.690543 sec): 3 clusters Score: Raw -452318.588265 + Penalty 1611.930210 = -450706.658055 nChanged 63 SP:Iteration 13Q (11816.708471 sec): 3 clusters Score: Raw -452339.707257 + Penalty 1611.930210 = -450727.777047 nChanged 63 SP:Iteration 14Q (11816.725412 sec): 3 clusters Score: Raw -452359.172877 + Penalty 1611.930210 = -450747.242667 nChanged 48 SP:Iteration 15Q (11816.742196 sec): 3 clusters Score: Raw -452373.521082 + Penalty 1611.930210 = -450761.590872 nChanged 39 SP:Iteration 16Q (11816.759115 sec): 3 clusters Score: Raw -452384.634820 + Penalty 1611.930210 = -450772.704610 nChanged 36 SP:Iteration 17Q (11816.776025 sec): 3 clusters Score: Raw -452393.484740 + Penalty 1611.930210 = -450781.554530 nChanged 35 SP:Iteration 18Q (11816.792890 sec): 3 clusters Score: Raw -452404.290780 + Penalty 1611.930210 = -450792.360570 nChanged 38 SP:Iteration 19Q (11816.809618 sec): 3 clusters Score: Raw -452416.658663 + Penalty 1611.930210 = -450804.728452 nChanged 46 SP:Iteration 20F (11816.826569 sec): 3 clusters Score: Raw -452434.085184 + Penalty 1611.930210 = -450822.154974 nChanged 45 SP:Iteration 21Q (11816.843434 sec): 3 clusters Score: Raw -452450.161081 + Penalty 1611.930210 = -450838.230871 nChanged 43 SP:Iteration 22Q (11816.860108 sec): 3 clusters Score: Raw -452462.515778 + Penalty 1611.930210 = -450850.585567 nChanged 35 SP:Iteration 23Q (11816.876755 sec): 3 clusters Score: Raw -452471.483091 + Penalty 1611.930210 = -450859.552881 nChanged 35 SP:Iteration 24Q (11816.893537 sec): 3 clusters Score: Raw -452482.656480 + Penalty 1611.930210 = -450870.726270 nChanged 37 SP:Iteration 25Q (11816.910320 sec): 3 clusters Score: Raw -452493.794745 + Penalty 1611.930210 = -450881.864535 nChanged 38 SP:Iteration 26Q (11816.927049 sec): 3 clusters Score: Raw -452503.344645 + Penalty 1611.930210 = -450891.414435 nChanged 25 SP:Iteration 27Q (11816.943778 sec): 3 clusters Score: Raw -452510.079556 + Penalty 1611.930210 = -450898.149346 nChanged 33 SP:Iteration 28Q (11816.960274 sec): 3 clusters Score: Raw -452518.539201 + Penalty 1611.930210 = -450906.608991 nChanged 25 SP:Iteration 29Q (11816.976960 sec): 3 clusters Score: Raw -452523.762378 + Penalty 1611.930210 = -450911.832167 nChanged 24 SP:Iteration 30Q (11816.993643 sec): 3 clusters Score: Raw -452529.964925 + Penalty 1611.930210 = -450918.034715 nChanged 25 SP:Iteration 31Q (11817.010357 sec): 3 clusters Score: Raw -452535.711484 + Penalty 1611.930210 = -450923.781274 nChanged 18 SP:Iteration 32Q (11817.027037 sec): 3 clusters Score: Raw -452538.805223 + Penalty 1611.930210 = -450926.875013 nChanged 19 SP:Iteration 33Q (11817.043676 sec): 3 clusters Score: Raw -452542.254890 + Penalty 1611.930210 = -450930.324680 nChanged 18 SP:Iteration 34Q (11817.060362 sec): 3 clusters Score: Raw -452546.149995 + Penalty 1611.930210 = -450934.219784 nChanged 17 SP:Iteration 35Q (11817.076979 sec): 3 clusters Score: Raw -452549.538100 + Penalty 1611.930210 = -450937.607890 nChanged 16 SP:Iteration 36Q (11817.093449 sec): 3 clusters Score: Raw -452552.649251 + Penalty 1611.930210 = -450940.719041 nChanged 9 SP:Iteration 37Q (11817.110076 sec): 3 clusters Score: Raw -452554.199926 + Penalty 1611.930210 = -450942.269716 nChanged 8 SP:Iteration 38Q (11817.126718 sec): 3 clusters Score: Raw -452555.639268 + Penalty 1611.930210 = -450943.709057 nChanged 8 SP:Iteration 39Q (11817.143135 sec): 3 clusters Score: Raw -452556.861670 + Penalty 1611.930210 = -450944.931460 nChanged 5 SP:Iteration 40F (11817.160246 sec): 3 clusters Score: Raw -452557.472929 + Penalty 1611.930210 = -450945.542719 nChanged 4 SP:Iteration 41Q (11817.176894 sec): 3 clusters Score: Raw -452558.121908 + Penalty 1611.930210 = -450946.191698 nChanged 5 SP:Iteration 42Q (11817.193578 sec): 3 clusters Score: Raw -452558.919535 + Penalty 1611.930210 = -450946.989325 nChanged 5 SP:Iteration 43Q (11817.210055 sec): 3 clusters Score: Raw -452559.490308 + Penalty 1611.930210 = -450947.560098 nChanged 3 SP:Iteration 44Q (11817.226715 sec): 3 clusters Score: Raw -452559.902905 + Penalty 1611.930210 = -450947.972695 nChanged 1 SP:Iteration 45Q (11817.243351 sec): 3 clusters Score: Raw -452559.948031 + Penalty 1611.930210 = -450948.017820 nChanged 1 SP:Iteration 46Q (11817.260000 sec): 3 clusters Score: Raw -452560.016173 + Penalty 1611.930210 = -450948.085962 nChanged 0 SP:Iteration 47F (11817.277062 sec): 3 clusters Score: Raw -452560.016173 + Penalty 1611.930210 = -450948.085962 nChanged 0 Trying to split cluster 30 (3260 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11817.293350 sec): 2 clusters Score: Raw -295130.851123 + Penalty 768.500835 = -294362.350288 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11817.306117 sec): 3 clusters Score: Raw -293431.478999 + Penalty 1537.001670 = -291894.477329 nChanged 1303 SP:Iteration 1F (11817.317795 sec): 3 clusters Score: Raw -294327.650221 + Penalty 1537.001670 = -292790.648550 nChanged 273 SP:Iteration 2F (11817.329408 sec): 3 clusters Score: Raw -294551.694291 + Penalty 1537.001670 = -293014.692621 nChanged 236 SP:Iteration 3F (11817.341180 sec): 3 clusters Score: Raw -294751.655011 + Penalty 1537.001670 = -293214.653341 nChanged 214 SP:Iteration 4F (11817.352927 sec): 3 clusters Score: Raw -294923.819986 + Penalty 1537.001670 = -293386.818316 nChanged 167 SP:Iteration 5F (11817.364526 sec): 3 clusters Score: Raw -295057.347645 + Penalty 1537.001670 = -293520.345975 nChanged 131 SP:Iteration 6Q (11817.376076 sec): 3 clusters Score: Raw -295141.910342 + Penalty 1537.001670 = -293604.908672 nChanged 104 SP:Iteration 7Q (11817.387602 sec): 3 clusters Score: Raw -295203.669246 + Penalty 1537.001670 = -293666.667576 nChanged 77 SP:Iteration 8Q (11817.399097 sec): 3 clusters Score: Raw -295237.902233 + Penalty 1537.001670 = -293700.900563 nChanged 52 SP:Iteration 9Q (11817.410714 sec): 3 clusters Score: Raw -295261.429208 + Penalty 1537.001670 = -293724.427538 nChanged 39 SP:Iteration 10Q (11817.422120 sec): 3 clusters Score: Raw -295273.089645 + Penalty 1537.001670 = -293736.087975 nChanged 22 SP:Iteration 11Q (11817.433696 sec): 3 clusters Score: Raw -295278.947837 + Penalty 1537.001670 = -293741.946167 nChanged 15 SP:Iteration 12Q (11817.445283 sec): 3 clusters Score: Raw -295281.643719 + Penalty 1537.001670 = -293744.642049 nChanged 12 SP:Iteration 13Q (11817.456802 sec): 3 clusters Score: Raw -295284.094013 + Penalty 1537.001670 = -293747.092343 nChanged 13 SP:Iteration 14Q (11817.478507 sec): 3 clusters Score: Raw -295288.371028 + Penalty 1537.001670 = -293751.369358 nChanged 23 SP:Iteration 15Q (11817.490039 sec): 3 clusters Score: Raw -295293.951712 + Penalty 1537.001670 = -293756.950041 nChanged 14 SP:Iteration 16Q (11817.501549 sec): 3 clusters Score: Raw -295297.360229 + Penalty 1537.001670 = -293760.358559 nChanged 13 SP:Iteration 17Q (11817.513069 sec): 3 clusters Score: Raw -295300.785610 + Penalty 1537.001670 = -293763.783940 nChanged 13 SP:Iteration 18Q (11817.524588 sec): 3 clusters Score: Raw -295305.472343 + Penalty 1537.001670 = -293768.470673 nChanged 20 SP:Iteration 19Q (11817.536136 sec): 3 clusters Score: Raw -295312.886635 + Penalty 1537.001670 = -293775.884965 nChanged 19 SP:Iteration 20F (11817.547786 sec): 3 clusters Score: Raw -295320.681372 + Penalty 1537.001670 = -293783.679702 nChanged 19 SP:Iteration 21Q (11817.559307 sec): 3 clusters Score: Raw -295327.395667 + Penalty 1537.001670 = -293790.393997 nChanged 15 SP:Iteration 22Q (11817.570843 sec): 3 clusters Score: Raw -295331.395354 + Penalty 1537.001670 = -293794.393684 nChanged 10 SP:Iteration 23Q (11817.582342 sec): 3 clusters Score: Raw -295333.669294 + Penalty 1537.001670 = -293796.667624 nChanged 5 SP:Iteration 24Q (11817.593746 sec): 3 clusters Score: Raw -295334.718764 + Penalty 1537.001670 = -293797.717094 nChanged 2 SP:Iteration 25Q (11817.605196 sec): 3 clusters Score: Raw -295335.534298 + Penalty 1537.001670 = -293798.532628 nChanged 7 SP:Iteration 26Q (11817.616683 sec): 3 clusters Score: Raw -295337.074818 + Penalty 1537.001670 = -293800.073147 nChanged 6 SP:Iteration 27Q (11817.628168 sec): 3 clusters Score: Raw -295338.101626 + Penalty 1537.001670 = -293801.099956 nChanged 8 SP:Iteration 28Q (11817.639555 sec): 3 clusters Score: Raw -295339.385983 + Penalty 1537.001670 = -293802.384313 nChanged 8 SP:Iteration 29Q (11817.650997 sec): 3 clusters Score: Raw -295340.811049 + Penalty 1537.001670 = -293803.809378 nChanged 7 SP:Iteration 30Q (11817.662531 sec): 3 clusters Score: Raw -295342.389699 + Penalty 1537.001670 = -293805.388029 nChanged 5 SP:Iteration 31Q (11817.673901 sec): 3 clusters Score: Raw -295343.684137 + Penalty 1537.001670 = -293806.682467 nChanged 5 SP:Iteration 32Q (11817.685373 sec): 3 clusters Score: Raw -295344.445219 + Penalty 1537.001670 = -293807.443549 nChanged 4 SP:Iteration 33Q (11817.696866 sec): 3 clusters Score: Raw -295345.017562 + Penalty 1537.001670 = -293808.015892 nChanged 1 SP:Iteration 34Q (11817.708177 sec): 3 clusters Score: Raw -295345.286114 + Penalty 1537.001670 = -293808.284444 nChanged 2 SP:Iteration 35Q (11817.719657 sec): 3 clusters Score: Raw -295345.826797 + Penalty 1537.001670 = -293808.825127 nChanged 1 SP:Iteration 36Q (11817.731149 sec): 3 clusters Score: Raw -295346.182931 + Penalty 1537.001670 = -293809.181261 nChanged 2 SP:Iteration 37Q (11817.742633 sec): 3 clusters Score: Raw -295346.593373 + Penalty 1537.001670 = -293809.591703 nChanged 2 SP:Iteration 38Q (11817.754089 sec): 3 clusters Score: Raw -295347.700260 + Penalty 1537.001670 = -293810.698590 nChanged 6 SP:Iteration 39Q (11817.765437 sec): 3 clusters Score: Raw -295348.909025 + Penalty 1537.001670 = -293811.907355 nChanged 5 SP:Iteration 40F (11817.777145 sec): 3 clusters Score: Raw -295350.537035 + Penalty 1537.001670 = -293813.535365 nChanged 3 SP:Iteration 41Q (11817.788608 sec): 3 clusters Score: Raw -295351.345597 + Penalty 1537.001670 = -293814.343927 nChanged 4 SP:Iteration 42Q (11817.800081 sec): 3 clusters Score: Raw -295352.370113 + Penalty 1537.001670 = -293815.368443 nChanged 5 SP:Iteration 43Q (11817.811550 sec): 3 clusters Score: Raw -295354.345128 + Penalty 1537.001670 = -293817.343458 nChanged 7 SP:Iteration 44Q (11817.823025 sec): 3 clusters Score: Raw -295355.658881 + Penalty 1537.001670 = -293818.657211 nChanged 6 SP:Iteration 45Q (11817.834365 sec): 3 clusters Score: Raw -295357.045565 + Penalty 1537.001670 = -293820.043895 nChanged 8 SP:Iteration 46Q (11817.845819 sec): 3 clusters Score: Raw -295358.960077 + Penalty 1537.001670 = -293821.958407 nChanged 13 SP:Iteration 47Q (11817.857285 sec): 3 clusters Score: Raw -295361.824782 + Penalty 1537.001670 = -293824.823112 nChanged 10 SP:Iteration 48Q (11817.868634 sec): 3 clusters Score: Raw -295366.288958 + Penalty 1537.001670 = -293829.287288 nChanged 21 SP:Iteration 49Q (11817.880098 sec): 3 clusters Score: Raw -295372.486232 + Penalty 1537.001670 = -293835.484562 nChanged 22 SP:Iteration 50Q (11817.891502 sec): 3 clusters Score: Raw -295378.736978 + Penalty 1537.001670 = -293841.735308 nChanged 11 SP:Iteration 51Q (11817.902937 sec): 3 clusters Score: Raw -295382.312886 + Penalty 1537.001670 = -293845.311215 nChanged 12 SP:Iteration 52Q (11817.914354 sec): 3 clusters Score: Raw -295386.474878 + Penalty 1537.001670 = -293849.473208 nChanged 12 SP:Iteration 53Q (11817.925657 sec): 3 clusters Score: Raw -295389.938712 + Penalty 1537.001670 = -293852.937042 nChanged 17 SP:Iteration 54Q (11817.937088 sec): 3 clusters Score: Raw -295397.296508 + Penalty 1537.001670 = -293860.294838 nChanged 29 SP:Iteration 55Q (11817.948421 sec): 3 clusters Score: Raw -295412.044683 + Penalty 1537.001670 = -293875.043013 nChanged 26 SP:Iteration 56Q (11817.959829 sec): 3 clusters Score: Raw -295429.342796 + Penalty 1537.001670 = -293892.341126 nChanged 34 SP:Iteration 57Q (11817.971243 sec): 3 clusters Score: Raw -295450.216917 + Penalty 1537.001670 = -293913.215247 nChanged 38 SP:Iteration 58Q (11817.982578 sec): 3 clusters Score: Raw -295470.296645 + Penalty 1537.001670 = -293933.294975 nChanged 40 SP:Iteration 59Q (11817.993838 sec): 3 clusters Score: Raw -295488.582664 + Penalty 1537.001670 = -293951.580993 nChanged 25 SP:Iteration 60F (11818.005535 sec): 3 clusters Score: Raw -295499.751966 + Penalty 1537.001670 = -293962.750296 nChanged 34 SP:Iteration 61Q (11818.016930 sec): 3 clusters Score: Raw -295524.062578 + Penalty 1537.001670 = -293987.060908 nChanged 47 SP:Iteration 62Q (11818.028290 sec): 3 clusters Score: Raw -295558.232731 + Penalty 1537.001670 = -294021.231061 nChanged 52 SP:Iteration 63Q (11818.039611 sec): 3 clusters Score: Raw -295595.672647 + Penalty 1537.001670 = -294058.670977 nChanged 40 SP:Iteration 64Q (11818.050938 sec): 3 clusters Score: Raw -295633.986628 + Penalty 1537.001670 = -294096.984958 nChanged 42 SP:Iteration 65Q (11818.062225 sec): 3 clusters Score: Raw -295679.256227 + Penalty 1537.001670 = -294142.254557 nChanged 47 SP:Iteration 66Q (11818.073459 sec): 3 clusters Score: Raw -295713.770165 + Penalty 1537.001670 = -294176.768495 nChanged 30 SP:Iteration 67Q (11818.084656 sec): 3 clusters Score: Raw -295729.385089 + Penalty 1537.001670 = -294192.383419 nChanged 24 SP:Iteration 68Q (11818.095824 sec): 3 clusters Score: Raw -295743.631193 + Penalty 1537.001670 = -294206.629523 nChanged 19 SP:Iteration 69Q (11818.106884 sec): 3 clusters Score: Raw -295752.715422 + Penalty 1537.001670 = -294215.713751 nChanged 13 SP:Iteration 70Q (11818.118033 sec): 3 clusters Score: Raw -295757.669729 + Penalty 1537.001670 = -294220.668058 nChanged 15 SP:Iteration 71Q (11818.129185 sec): 3 clusters Score: Raw -295762.573002 + Penalty 1537.001670 = -294225.571332 nChanged 8 SP:Iteration 72Q (11818.140375 sec): 3 clusters Score: Raw -295764.653646 + Penalty 1537.001670 = -294227.651976 nChanged 7 SP:Iteration 73Q (11818.151391 sec): 3 clusters Score: Raw -295765.963475 + Penalty 1537.001670 = -294228.961805 nChanged 2 SP:Iteration 74Q (11818.162497 sec): 3 clusters Score: Raw -295766.450113 + Penalty 1537.001670 = -294229.448443 nChanged 2 SP:Iteration 75Q (11818.173643 sec): 3 clusters Score: Raw -295766.719885 + Penalty 1537.001670 = -294229.718215 nChanged 2 SP:Iteration 76Q (11818.184766 sec): 3 clusters Score: Raw -295766.937627 + Penalty 1537.001670 = -294229.935957 nChanged 0 SP:Iteration 77F (11818.196452 sec): 3 clusters Score: Raw -295766.937627 + Penalty 1537.001670 = -294229.935957 nChanged 0 Trying to split cluster 31 (10315 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11818.218896 sec): 2 clusters Score: Raw -994735.313478 + Penalty 877.928670 = -993857.384808 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11818.243981 sec): 3 clusters Score: Raw -988535.794658 + Penalty 1755.857341 = -986779.937317 nChanged 4595 SP:Iteration 1F (11818.268098 sec): 3 clusters Score: Raw -991106.459555 + Penalty 1755.857341 = -989350.602214 nChanged 521 SP:Iteration 2F (11818.292203 sec): 3 clusters Score: Raw -991304.361872 + Penalty 1755.857341 = -989548.504531 nChanged 482 SP:Iteration 3Q (11818.316587 sec): 3 clusters Score: Raw -991517.021446 + Penalty 1755.857341 = -989761.164105 nChanged 534 SP:Iteration 4F (11818.340840 sec): 3 clusters Score: Raw -991810.250959 + Penalty 1755.857341 = -990054.393618 nChanged 597 SP:Iteration 5F (11818.364991 sec): 3 clusters Score: Raw -992200.354179 + Penalty 1755.857341 = -990444.496838 nChanged 691 SP:Iteration 6F (11818.389119 sec): 3 clusters Score: Raw -992749.044099 + Penalty 1755.857341 = -990993.186758 nChanged 702 SP:Iteration 7F (11818.413119 sec): 3 clusters Score: Raw -993354.559095 + Penalty 1755.857341 = -991598.701754 nChanged 614 SP:Iteration 8F (11818.437162 sec): 3 clusters Score: Raw -993937.588880 + Penalty 1755.857341 = -992181.731539 nChanged 455 SP:Iteration 9Q (11818.460557 sec): 3 clusters Score: Raw -994364.502663 + Penalty 1755.857341 = -992608.645322 nChanged 264 SP:Iteration 10Q (11818.483554 sec): 3 clusters Score: Raw -994611.494400 + Penalty 1755.857341 = -992855.637059 nChanged 135 SP:Iteration 11Q (11818.505891 sec): 3 clusters Score: Raw -994742.059217 + Penalty 1755.857341 = -992986.201876 nChanged 67 SP:Iteration 12Q (11818.527741 sec): 3 clusters Score: Raw -994792.939961 + Penalty 1755.857341 = -993037.082620 nChanged 33 SP:Iteration 13Q (11818.549451 sec): 3 clusters Score: Raw -994823.370533 + Penalty 1755.857341 = -993067.513192 nChanged 24 SP:Iteration 14Q (11818.571251 sec): 3 clusters Score: Raw -994838.440638 + Penalty 1755.857341 = -993082.583297 nChanged 15 SP:Iteration 15Q (11818.592913 sec): 3 clusters Score: Raw -994851.924701 + Penalty 1755.857341 = -993096.067360 nChanged 7 SP:Iteration 16Q (11818.614435 sec): 3 clusters Score: Raw -994857.951266 + Penalty 1755.857341 = -993102.093925 nChanged 8 SP:Iteration 17Q (11818.635955 sec): 3 clusters Score: Raw -994864.440007 + Penalty 1755.857341 = -993108.582666 nChanged 6 SP:Iteration 18Q (11818.657576 sec): 3 clusters Score: Raw -994867.281080 + Penalty 1755.857341 = -993111.423740 nChanged 4 SP:Iteration 19Q (11818.679179 sec): 3 clusters Score: Raw -994870.668734 + Penalty 1755.857341 = -993114.811393 nChanged 3 SP:Iteration 20F (11818.703226 sec): 3 clusters Score: Raw -994872.972883 + Penalty 1755.857341 = -993117.115543 nChanged 2 SP:Iteration 21Q (11818.724847 sec): 3 clusters Score: Raw -994874.338395 + Penalty 1755.857341 = -993118.481055 nChanged 0 SP:Iteration 22F (11818.748877 sec): 3 clusters Score: Raw -994874.338395 + Penalty 1755.857341 = -993118.481055 nChanged 0 Trying to split cluster 32 (3392 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11818.765295 sec): 2 clusters Score: Raw -327006.841811 + Penalty 772.271625 = -326234.570187 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11818.778563 sec): 3 clusters Score: Raw -325175.454892 + Penalty 1544.543249 = -323630.911643 nChanged 1443 SP:Iteration 1F (11818.790772 sec): 3 clusters Score: Raw -325958.698205 + Penalty 1544.543249 = -324414.154956 nChanged 229 SP:Iteration 2F (11818.802942 sec): 3 clusters Score: Raw -326084.338612 + Penalty 1544.543249 = -324539.795363 nChanged 192 SP:Iteration 3F (11818.814940 sec): 3 clusters Score: Raw -326210.534376 + Penalty 1544.543249 = -324665.991126 nChanged 195 SP:Iteration 4F (11818.827074 sec): 3 clusters Score: Raw -326334.592567 + Penalty 1544.543249 = -324790.049318 nChanged 189 SP:Iteration 5F (11818.839250 sec): 3 clusters Score: Raw -326448.646785 + Penalty 1544.543249 = -324904.103536 nChanged 164 SP:Iteration 6Q (11818.851273 sec): 3 clusters Score: Raw -326553.599421 + Penalty 1544.543249 = -325009.056171 nChanged 143 SP:Iteration 7Q (11818.863382 sec): 3 clusters Score: Raw -326655.400604 + Penalty 1544.543249 = -325110.857355 nChanged 137 SP:Iteration 8Q (11818.875508 sec): 3 clusters Score: Raw -326769.400517 + Penalty 1544.543249 = -325224.857268 nChanged 124 SP:Iteration 9Q (11818.887446 sec): 3 clusters Score: Raw -326868.434776 + Penalty 1544.543249 = -325323.891527 nChanged 99 SP:Iteration 10Q (11818.899357 sec): 3 clusters Score: Raw -326930.118896 + Penalty 1544.543249 = -325385.575646 nChanged 75 SP:Iteration 11Q (11818.911280 sec): 3 clusters Score: Raw -326975.004438 + Penalty 1544.543249 = -325430.461189 nChanged 60 SP:Iteration 12Q (11818.923158 sec): 3 clusters Score: Raw -327011.298917 + Penalty 1544.543249 = -325466.755668 nChanged 57 SP:Iteration 13Q (11818.935028 sec): 3 clusters Score: Raw -327048.356011 + Penalty 1544.543249 = -325503.812761 nChanged 41 SP:Iteration 14Q (11818.946785 sec): 3 clusters Score: Raw -327071.497173 + Penalty 1544.543249 = -325526.953923 nChanged 30 SP:Iteration 15Q (11818.958489 sec): 3 clusters Score: Raw -327085.126143 + Penalty 1544.543249 = -325540.582893 nChanged 28 SP:Iteration 16Q (11818.970079 sec): 3 clusters Score: Raw -327097.629342 + Penalty 1544.543249 = -325553.086093 nChanged 19 SP:Iteration 17Q (11818.981616 sec): 3 clusters Score: Raw -327111.619619 + Penalty 1544.543249 = -325567.076370 nChanged 20 SP:Iteration 18Q (11818.993241 sec): 3 clusters Score: Raw -327122.525900 + Penalty 1544.543249 = -325577.982651 nChanged 15 SP:Iteration 19Q (11819.004882 sec): 3 clusters Score: Raw -327131.674799 + Penalty 1544.543249 = -325587.131550 nChanged 13 SP:Iteration 20F (11819.016948 sec): 3 clusters Score: Raw -327140.028009 + Penalty 1544.543249 = -325595.484759 nChanged 12 SP:Iteration 21Q (11819.028583 sec): 3 clusters Score: Raw -327148.428010 + Penalty 1544.543249 = -325603.884760 nChanged 16 SP:Iteration 22Q (11819.040171 sec): 3 clusters Score: Raw -327158.002169 + Penalty 1544.543249 = -325613.458919 nChanged 13 SP:Iteration 23Q (11819.051576 sec): 3 clusters Score: Raw -327167.062106 + Penalty 1544.543249 = -325622.518857 nChanged 14 SP:Iteration 24Q (11819.063165 sec): 3 clusters Score: Raw -327174.084614 + Penalty 1544.543249 = -325629.541365 nChanged 10 SP:Iteration 25Q (11819.074717 sec): 3 clusters Score: Raw -327177.981607 + Penalty 1544.543249 = -325633.438358 nChanged 10 SP:Iteration 26Q (11819.086256 sec): 3 clusters Score: Raw -327182.135767 + Penalty 1544.543249 = -325637.592518 nChanged 7 SP:Iteration 27Q (11819.097814 sec): 3 clusters Score: Raw -327185.069329 + Penalty 1544.543249 = -325640.526079 nChanged 9 SP:Iteration 28Q (11819.109216 sec): 3 clusters Score: Raw -327188.690672 + Penalty 1544.543249 = -325644.147422 nChanged 5 SP:Iteration 29Q (11819.120727 sec): 3 clusters Score: Raw -327190.828882 + Penalty 1544.543249 = -325646.285633 nChanged 1 SP:Iteration 30Q (11819.132237 sec): 3 clusters Score: Raw -327191.063415 + Penalty 1544.543249 = -325646.520165 nChanged 0 SP:Iteration 31F (11819.144301 sec): 3 clusters Score: Raw -327191.063415 + Penalty 1544.543249 = -325646.520165 nChanged 0 Trying to split cluster 33 (524 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11819.158637 sec): 2 clusters Score: Raw -41092.659558 + Penalty 594.841710 = -40497.817848 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11819.161332 sec): 3 clusters Score: Raw -40994.951085 + Penalty 1189.683420 = -39805.267665 nChanged 173 SP:Iteration 1F (11819.163758 sec): 3 clusters Score: Raw -41231.954323 + Penalty 1189.683420 = -40042.270903 nChanged 46 SP:Iteration 2F (11819.166143 sec): 3 clusters Score: Raw -41300.127485 + Penalty 1189.683420 = -40110.444065 nChanged 20 SP:Iteration 3Q (11819.168505 sec): 3 clusters Score: Raw -41321.796929 + Penalty 1189.683420 = -40132.113509 nChanged 9 SP:Iteration 4Q (11819.170853 sec): 3 clusters Score: Raw -41329.390504 + Penalty 1189.683420 = -40139.707084 nChanged 11 SP:Iteration 5Q (11819.173194 sec): 3 clusters Score: Raw -41340.298419 + Penalty 1189.683420 = -40150.614999 nChanged 8 SP:Iteration 6Q (11819.175542 sec): 3 clusters Score: Raw -41348.529799 + Penalty 1189.683420 = -40158.846379 nChanged 6 SP:Iteration 7Q (11819.177841 sec): 3 clusters Score: Raw -41352.373698 + Penalty 1189.683420 = -40162.690278 nChanged 2 SP:Iteration 8Q (11819.180163 sec): 3 clusters Score: Raw -41354.398021 + Penalty 1189.683420 = -40164.714601 nChanged 3 SP:Iteration 9Q (11819.182499 sec): 3 clusters Score: Raw -41357.499634 + Penalty 1189.683420 = -40167.816214 nChanged 2 SP:Iteration 10Q (11819.184897 sec): 3 clusters Score: Raw -41358.864245 + Penalty 1189.683420 = -40169.180825 nChanged 3 SP:Iteration 11Q (11819.187249 sec): 3 clusters Score: Raw -41361.811501 + Penalty 1189.683420 = -40172.128081 nChanged 5 SP:Iteration 12Q (11819.189537 sec): 3 clusters Score: Raw -41367.466165 + Penalty 1189.683420 = -40177.782745 nChanged 4 SP:Iteration 13Q (11819.191836 sec): 3 clusters Score: Raw -41374.361080 + Penalty 1189.683420 = -40184.677660 nChanged 4 SP:Iteration 14Q (11819.194117 sec): 3 clusters Score: Raw -41389.730977 + Penalty 1189.683420 = -40200.047557 nChanged 2 SP:Iteration 15Q (11819.196428 sec): 3 clusters Score: Raw -41391.452728 + Penalty 1189.683420 = -40201.769308 nChanged 0 SP:Iteration 16F (11819.198787 sec): 3 clusters Score: Raw -41391.452728 + Penalty 1189.683420 = -40201.769308 nChanged 0 Trying to split cluster 34 (12713 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11819.224778 sec): 2 clusters Score: Raw -1195239.414130 + Penalty 897.786135 = -1194341.627995 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11819.253572 sec): 3 clusters Score: Raw -1187500.647678 + Penalty 1795.572270 = -1185705.075407 nChanged 5769 SP:Iteration 1F (11819.280914 sec): 3 clusters Score: Raw -1190607.549389 + Penalty 1795.572270 = -1188811.977119 nChanged 659 SP:Iteration 2F (11819.308547 sec): 3 clusters Score: Raw -1190838.327409 + Penalty 1795.572270 = -1189042.755139 nChanged 577 SP:Iteration 3Q (11819.335940 sec): 3 clusters Score: Raw -1191038.326751 + Penalty 1795.572270 = -1189242.754480 nChanged 553 SP:Iteration 4Q (11819.363553 sec): 3 clusters Score: Raw -1191243.364070 + Penalty 1795.572270 = -1189447.791800 nChanged 556 SP:Iteration 5Q (11819.390847 sec): 3 clusters Score: Raw -1191459.988456 + Penalty 1795.572270 = -1189664.416185 nChanged 537 SP:Iteration 6Q (11819.418427 sec): 3 clusters Score: Raw -1191713.558557 + Penalty 1795.572270 = -1189917.986287 nChanged 584 SP:Iteration 7Q (11819.445590 sec): 3 clusters Score: Raw -1191996.401203 + Penalty 1795.572270 = -1190200.828932 nChanged 582 SP:Iteration 8Q (11819.473111 sec): 3 clusters Score: Raw -1192296.922428 + Penalty 1795.572270 = -1190501.350157 nChanged 579 SP:Iteration 9Q (11819.500540 sec): 3 clusters Score: Raw -1192648.082379 + Penalty 1795.572270 = -1190852.510109 nChanged 591 SP:Iteration 10Q (11819.527825 sec): 3 clusters Score: Raw -1193018.764498 + Penalty 1795.572270 = -1191223.192227 nChanged 576 SP:Iteration 11Q (11819.555353 sec): 3 clusters Score: Raw -1193348.026198 + Penalty 1795.572270 = -1191552.453927 nChanged 449 SP:Iteration 12Q (11819.582745 sec): 3 clusters Score: Raw -1193539.542855 + Penalty 1795.572270 = -1191743.970584 nChanged 348 SP:Iteration 13Q (11819.610058 sec): 3 clusters Score: Raw -1193674.639359 + Penalty 1795.572270 = -1191879.067088 nChanged 244 SP:Iteration 14Q (11819.637157 sec): 3 clusters Score: Raw -1193742.569833 + Penalty 1795.572270 = -1191946.997562 nChanged 178 SP:Iteration 15Q (11819.664271 sec): 3 clusters Score: Raw -1193781.211303 + Penalty 1795.572270 = -1191985.639033 nChanged 122 SP:Iteration 16Q (11819.691129 sec): 3 clusters Score: Raw -1193805.146266 + Penalty 1795.572270 = -1192009.573996 nChanged 108 SP:Iteration 17Q (11819.717979 sec): 3 clusters Score: Raw -1193828.692258 + Penalty 1795.572270 = -1192033.119988 nChanged 95 SP:Iteration 18Q (11819.744769 sec): 3 clusters Score: Raw -1193848.679750 + Penalty 1795.572270 = -1192053.107480 nChanged 102 SP:Iteration 19Q (11819.771620 sec): 3 clusters Score: Raw -1193867.917174 + Penalty 1795.572270 = -1192072.344904 nChanged 88 SP:Iteration 20F (11819.799123 sec): 3 clusters Score: Raw -1193883.899067 + Penalty 1795.572270 = -1192088.326797 nChanged 85 SP:Iteration 21Q (11819.825976 sec): 3 clusters Score: Raw -1193897.306410 + Penalty 1795.572270 = -1192101.734140 nChanged 75 SP:Iteration 22Q (11819.852647 sec): 3 clusters Score: Raw -1193906.915874 + Penalty 1795.572270 = -1192111.343604 nChanged 57 SP:Iteration 23Q (11819.879316 sec): 3 clusters Score: Raw -1193913.264066 + Penalty 1795.572270 = -1192117.691796 nChanged 60 SP:Iteration 24Q (11819.906062 sec): 3 clusters Score: Raw -1193920.828700 + Penalty 1795.572270 = -1192125.256430 nChanged 54 SP:Iteration 25Q (11819.932535 sec): 3 clusters Score: Raw -1193928.330124 + Penalty 1795.572270 = -1192132.757853 nChanged 61 SP:Iteration 26Q (11819.959538 sec): 3 clusters Score: Raw -1193935.075454 + Penalty 1795.572270 = -1192139.503183 nChanged 52 SP:Iteration 27Q (11819.986425 sec): 3 clusters Score: Raw -1193940.059024 + Penalty 1795.572270 = -1192144.486754 nChanged 42 SP:Iteration 28Q (11820.013182 sec): 3 clusters Score: Raw -1193945.431150 + Penalty 1795.572270 = -1192149.858879 nChanged 46 SP:Iteration 29Q (11820.039714 sec): 3 clusters Score: Raw -1193951.141196 + Penalty 1795.572270 = -1192155.568926 nChanged 46 SP:Iteration 30Q (11820.066267 sec): 3 clusters Score: Raw -1193957.386512 + Penalty 1795.572270 = -1192161.814242 nChanged 58 SP:Iteration 31Q (11820.092962 sec): 3 clusters Score: Raw -1193964.960439 + Penalty 1795.572270 = -1192169.388168 nChanged 45 SP:Iteration 32Q (11820.119688 sec): 3 clusters Score: Raw -1193971.077076 + Penalty 1795.572270 = -1192175.504805 nChanged 58 SP:Iteration 33Q (11820.146407 sec): 3 clusters Score: Raw -1193980.771340 + Penalty 1795.572270 = -1192185.199070 nChanged 71 SP:Iteration 34Q (11820.172865 sec): 3 clusters Score: Raw -1193994.139832 + Penalty 1795.572270 = -1192198.567561 nChanged 70 SP:Iteration 35Q (11820.199695 sec): 3 clusters Score: Raw -1194006.179038 + Penalty 1795.572270 = -1192210.606768 nChanged 62 SP:Iteration 36Q (11820.225993 sec): 3 clusters Score: Raw -1194015.412631 + Penalty 1795.572270 = -1192219.840360 nChanged 58 SP:Iteration 37Q (11820.252578 sec): 3 clusters Score: Raw -1194028.146735 + Penalty 1795.572270 = -1192232.574465 nChanged 81 SP:Iteration 38Q (11820.279244 sec): 3 clusters Score: Raw -1194046.663323 + Penalty 1795.572270 = -1192251.091052 nChanged 88 SP:Iteration 39Q (11820.305696 sec): 3 clusters Score: Raw -1194066.498218 + Penalty 1795.572270 = -1192270.925948 nChanged 95 SP:Iteration 40F (11820.333427 sec): 3 clusters Score: Raw -1194086.664348 + Penalty 1795.572270 = -1192291.092077 nChanged 93 SP:Iteration 41Q (11820.359887 sec): 3 clusters Score: Raw -1194105.594095 + Penalty 1795.572270 = -1192310.021825 nChanged 98 SP:Iteration 42Q (11820.386215 sec): 3 clusters Score: Raw -1194125.157438 + Penalty 1795.572270 = -1192329.585168 nChanged 83 SP:Iteration 43Q (11820.412627 sec): 3 clusters Score: Raw -1194141.501176 + Penalty 1795.572270 = -1192345.928906 nChanged 85 SP:Iteration 44Q (11820.439134 sec): 3 clusters Score: Raw -1194158.526448 + Penalty 1795.572270 = -1192362.954177 nChanged 91 SP:Iteration 45Q (11820.465657 sec): 3 clusters Score: Raw -1194176.502393 + Penalty 1795.572270 = -1192380.930123 nChanged 98 SP:Iteration 46Q (11820.492031 sec): 3 clusters Score: Raw -1194196.951976 + Penalty 1795.572270 = -1192401.379705 nChanged 102 SP:Iteration 47Q (11820.518400 sec): 3 clusters Score: Raw -1194220.511378 + Penalty 1795.572270 = -1192424.939107 nChanged 105 SP:Iteration 48Q (11820.544589 sec): 3 clusters Score: Raw -1194245.915178 + Penalty 1795.572270 = -1192450.342907 nChanged 111 SP:Iteration 49Q (11820.570747 sec): 3 clusters Score: Raw -1194272.661398 + Penalty 1795.572270 = -1192477.089127 nChanged 121 SP:Iteration 50Q (11820.596650 sec): 3 clusters Score: Raw -1194300.043684 + Penalty 1795.572270 = -1192504.471413 nChanged 120 SP:Iteration 51Q (11820.622825 sec): 3 clusters Score: Raw -1194328.693106 + Penalty 1795.572270 = -1192533.120835 nChanged 105 SP:Iteration 52Q (11820.648995 sec): 3 clusters Score: Raw -1194355.314463 + Penalty 1795.572270 = -1192559.742193 nChanged 95 SP:Iteration 53Q (11820.675009 sec): 3 clusters Score: Raw -1194381.138852 + Penalty 1795.572270 = -1192585.566581 nChanged 109 SP:Iteration 54Q (11820.700789 sec): 3 clusters Score: Raw -1194409.320782 + Penalty 1795.572270 = -1192613.748512 nChanged 108 SP:Iteration 55Q (11820.726599 sec): 3 clusters Score: Raw -1194443.305955 + Penalty 1795.572270 = -1192647.733685 nChanged 124 SP:Iteration 56Q (11820.752388 sec): 3 clusters Score: Raw -1194487.996599 + Penalty 1795.572270 = -1192692.424328 nChanged 140 SP:Iteration 57Q (11820.778173 sec): 3 clusters Score: Raw -1194540.320605 + Penalty 1795.572270 = -1192744.748334 nChanged 135 SP:Iteration 58Q (11820.804015 sec): 3 clusters Score: Raw -1194591.314967 + Penalty 1795.572270 = -1192795.742696 nChanged 111 SP:Iteration 59Q (11820.829580 sec): 3 clusters Score: Raw -1194628.026331 + Penalty 1795.572270 = -1192832.454060 nChanged 107 SP:Iteration 60F (11820.857267 sec): 3 clusters Score: Raw -1194664.518078 + Penalty 1795.572270 = -1192868.945808 nChanged 99 SP:Iteration 61Q (11820.882667 sec): 3 clusters Score: Raw -1194702.061350 + Penalty 1795.572270 = -1192906.489079 nChanged 104 SP:Iteration 62Q (11820.908215 sec): 3 clusters Score: Raw -1194736.085503 + Penalty 1795.572270 = -1192940.513233 nChanged 96 SP:Iteration 63Q (11820.933497 sec): 3 clusters Score: Raw -1194765.837545 + Penalty 1795.572270 = -1192970.265274 nChanged 96 SP:Iteration 64Q (11820.958729 sec): 3 clusters Score: Raw -1194801.625337 + Penalty 1795.572270 = -1193006.053066 nChanged 101 SP:Iteration 65Q (11820.983848 sec): 3 clusters Score: Raw -1194839.761185 + Penalty 1795.572270 = -1193044.188914 nChanged 99 SP:Iteration 66Q (11821.009168 sec): 3 clusters Score: Raw -1194878.100273 + Penalty 1795.572270 = -1193082.528002 nChanged 92 SP:Iteration 67Q (11821.034274 sec): 3 clusters Score: Raw -1194914.419177 + Penalty 1795.572270 = -1193118.846907 nChanged 97 SP:Iteration 68Q (11821.059477 sec): 3 clusters Score: Raw -1194955.813331 + Penalty 1795.572270 = -1193160.241060 nChanged 92 SP:Iteration 69Q (11821.084560 sec): 3 clusters Score: Raw -1194999.086920 + Penalty 1795.572270 = -1193203.514649 nChanged 74 SP:Iteration 70Q (11821.109433 sec): 3 clusters Score: Raw -1195028.176628 + Penalty 1795.572270 = -1193232.604357 nChanged 78 SP:Iteration 71Q (11821.134105 sec): 3 clusters Score: Raw -1195061.166420 + Penalty 1795.572270 = -1193265.594150 nChanged 75 SP:Iteration 72Q (11821.158971 sec): 3 clusters Score: Raw -1195092.349144 + Penalty 1795.572270 = -1193296.776873 nChanged 66 SP:Iteration 73Q (11821.183428 sec): 3 clusters Score: Raw -1195119.863111 + Penalty 1795.572270 = -1193324.290840 nChanged 61 SP:Iteration 74Q (11821.207929 sec): 3 clusters Score: Raw -1195146.004374 + Penalty 1795.572270 = -1193350.432104 nChanged 51 SP:Iteration 75Q (11821.232723 sec): 3 clusters Score: Raw -1195167.048270 + Penalty 1795.572270 = -1193371.476000 nChanged 51 SP:Iteration 76Q (11821.257142 sec): 3 clusters Score: Raw -1195191.715181 + Penalty 1795.572270 = -1193396.142911 nChanged 46 SP:Iteration 77Q (11821.281563 sec): 3 clusters Score: Raw -1195214.955681 + Penalty 1795.572270 = -1193419.383411 nChanged 34 SP:Iteration 78Q (11821.306065 sec): 3 clusters Score: Raw -1195232.737522 + Penalty 1795.572270 = -1193437.165252 nChanged 33 SP:Iteration 79Q (11821.330416 sec): 3 clusters Score: Raw -1195251.115555 + Penalty 1795.572270 = -1193455.543285 nChanged 31 SP:Iteration 80F (11821.357863 sec): 3 clusters Score: Raw -1195262.979002 + Penalty 1795.572270 = -1193467.406732 nChanged 26 SP:Iteration 81Q (11821.382156 sec): 3 clusters Score: Raw -1195273.180861 + Penalty 1795.572270 = -1193477.608590 nChanged 19 SP:Iteration 82Q (11821.406570 sec): 3 clusters Score: Raw -1195280.539637 + Penalty 1795.572270 = -1193484.967367 nChanged 18 SP:Iteration 83Q (11821.430709 sec): 3 clusters Score: Raw -1195288.134383 + Penalty 1795.572270 = -1193492.562112 nChanged 13 SP:Iteration 84Q (11821.454907 sec): 3 clusters Score: Raw -1195294.035758 + Penalty 1795.572270 = -1193498.463488 nChanged 12 SP:Iteration 85Q (11821.479109 sec): 3 clusters Score: Raw -1195300.789688 + Penalty 1795.572270 = -1193505.217418 nChanged 7 SP:Iteration 86Q (11821.503476 sec): 3 clusters Score: Raw -1195304.375412 + Penalty 1795.572270 = -1193508.803141 nChanged 4 SP:Iteration 87Q (11821.527753 sec): 3 clusters Score: Raw -1195305.779233 + Penalty 1795.572270 = -1193510.206963 nChanged 6 SP:Iteration 88Q (11821.552060 sec): 3 clusters Score: Raw -1195308.319295 + Penalty 1795.572270 = -1193512.747025 nChanged 8 SP:Iteration 89Q (11821.576284 sec): 3 clusters Score: Raw -1195312.947599 + Penalty 1795.572270 = -1193517.375329 nChanged 12 SP:Iteration 90Q (11821.600661 sec): 3 clusters Score: Raw -1195319.764601 + Penalty 1795.572270 = -1193524.192330 nChanged 17 SP:Iteration 91Q (11821.624878 sec): 3 clusters Score: Raw -1195328.080742 + Penalty 1795.572270 = -1193532.508471 nChanged 9 SP:Iteration 92Q (11821.648780 sec): 3 clusters Score: Raw -1195332.101835 + Penalty 1795.572270 = -1193536.529565 nChanged 8 SP:Iteration 93Q (11821.672949 sec): 3 clusters Score: Raw -1195336.035874 + Penalty 1795.572270 = -1193540.463604 nChanged 5 SP:Iteration 94Q (11821.696949 sec): 3 clusters Score: Raw -1195339.096325 + Penalty 1795.572270 = -1193543.524054 nChanged 5 SP:Iteration 95Q (11821.721100 sec): 3 clusters Score: Raw -1195342.613651 + Penalty 1795.572270 = -1193547.041380 nChanged 4 SP:Iteration 96Q (11821.745148 sec): 3 clusters Score: Raw -1195343.954009 + Penalty 1795.572270 = -1193548.381739 nChanged 1 SP:Iteration 97Q (11821.769290 sec): 3 clusters Score: Raw -1195344.068926 + Penalty 1795.572270 = -1193548.496655 nChanged 1 SP:Iteration 98Q (11821.793141 sec): 3 clusters Score: Raw -1195344.591263 + Penalty 1795.572270 = -1193549.018992 nChanged 3 SP:Iteration 99Q (11821.817122 sec): 3 clusters Score: Raw -1195345.759581 + Penalty 1795.572270 = -1193550.187311 nChanged 2 SP:Iteration 100F (11821.844713 sec): 3 clusters Score: Raw -1195347.374876 + Penalty 1795.572270 = -1193551.802606 nChanged 3 SP:Iteration 101Q (11821.869046 sec): 3 clusters Score: Raw -1195348.670793 + Penalty 1795.572270 = -1193553.098522 nChanged 4 SP:Iteration 102Q (11821.893260 sec): 3 clusters Score: Raw -1195349.579953 + Penalty 1795.572270 = -1193554.007682 nChanged 1 SP:Iteration 103Q (11821.917224 sec): 3 clusters Score: Raw -1195349.958885 + Penalty 1795.572270 = -1193554.386614 nChanged 1 SP:Iteration 104Q (11821.941228 sec): 3 clusters Score: Raw -1195350.654110 + Penalty 1795.572270 = -1193555.081839 nChanged 5 SP:Iteration 105Q (11821.965283 sec): 3 clusters Score: Raw -1195352.859542 + Penalty 1795.572270 = -1193557.287271 nChanged 3 SP:Iteration 106Q (11821.989356 sec): 3 clusters Score: Raw -1195355.393747 + Penalty 1795.572270 = -1193559.821477 nChanged 4 SP:Iteration 107Q (11822.013778 sec): 3 clusters Score: Raw -1195357.063969 + Penalty 1795.572270 = -1193561.491699 nChanged 2 SP:Iteration 108Q (11822.037792 sec): 3 clusters Score: Raw -1195357.689296 + Penalty 1795.572270 = -1193562.117025 nChanged 1 SP:Iteration 109Q (11822.061817 sec): 3 clusters Score: Raw -1195358.455208 + Penalty 1795.572270 = -1193562.882937 nChanged 3 SP:Iteration 110Q (11822.086024 sec): 3 clusters Score: Raw -1195359.307816 + Penalty 1795.572270 = -1193563.735545 nChanged 2 SP:Iteration 111Q (11822.109951 sec): 3 clusters Score: Raw -1195359.916738 + Penalty 1795.572270 = -1193564.344467 nChanged 0 SP:Iteration 112F (11822.137390 sec): 3 clusters Score: Raw -1195359.916738 + Penalty 1795.572270 = -1193564.344467 nChanged 0 Trying to split cluster 35 (7205 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11822.156778 sec): 2 clusters Score: Raw -691774.663448 + Penalty 843.840398 = -690930.823049 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11822.178526 sec): 3 clusters Score: Raw -687611.755691 + Penalty 1687.680797 = -685924.074894 nChanged 3108 SP:Iteration 1F (11822.199682 sec): 3 clusters Score: Raw -689248.212431 + Penalty 1687.680797 = -687560.531634 nChanged 456 SP:Iteration 2F (11822.220571 sec): 3 clusters Score: Raw -689464.969602 + Penalty 1687.680797 = -687777.288805 nChanged 459 SP:Iteration 3F (11822.241659 sec): 3 clusters Score: Raw -689681.905357 + Penalty 1687.680797 = -687994.224561 nChanged 391 SP:Iteration 4F (11822.262563 sec): 3 clusters Score: Raw -689880.795826 + Penalty 1687.680797 = -688193.115029 nChanged 380 SP:Iteration 5F (11822.283586 sec): 3 clusters Score: Raw -690085.998363 + Penalty 1687.680797 = -688398.317567 nChanged 369 SP:Iteration 6F (11822.304577 sec): 3 clusters Score: Raw -690315.714224 + Penalty 1687.680797 = -688628.033427 nChanged 362 SP:Iteration 7F (11822.325459 sec): 3 clusters Score: Raw -690576.347964 + Penalty 1687.680797 = -688888.667167 nChanged 349 SP:Iteration 8Q (11822.346310 sec): 3 clusters Score: Raw -690847.455989 + Penalty 1687.680797 = -689159.775192 nChanged 296 SP:Iteration 9Q (11822.367290 sec): 3 clusters Score: Raw -691096.701863 + Penalty 1687.680797 = -689409.021067 nChanged 247 SP:Iteration 10Q (11822.417735 sec): 3 clusters Score: Raw -691286.062541 + Penalty 1687.680797 = -689598.381744 nChanged 170 SP:Iteration 11Q (11822.438101 sec): 3 clusters Score: Raw -691377.685555 + Penalty 1687.680797 = -689690.004758 nChanged 121 SP:Iteration 12Q (11822.458445 sec): 3 clusters Score: Raw -691432.680323 + Penalty 1687.680797 = -689744.999526 nChanged 83 SP:Iteration 13Q (11822.478765 sec): 3 clusters Score: Raw -691464.450348 + Penalty 1687.680797 = -689776.769552 nChanged 64 SP:Iteration 14Q (11822.499010 sec): 3 clusters Score: Raw -691484.228134 + Penalty 1687.680797 = -689796.547337 nChanged 62 SP:Iteration 15Q (11822.519160 sec): 3 clusters Score: Raw -691506.247648 + Penalty 1687.680797 = -689818.566852 nChanged 56 SP:Iteration 16Q (11822.539184 sec): 3 clusters Score: Raw -691522.859937 + Penalty 1687.680797 = -689835.179140 nChanged 49 SP:Iteration 17Q (11822.559066 sec): 3 clusters Score: Raw -691539.490061 + Penalty 1687.680797 = -689851.809265 nChanged 53 SP:Iteration 18Q (11822.578866 sec): 3 clusters Score: Raw -691559.713741 + Penalty 1687.680797 = -689872.032945 nChanged 51 SP:Iteration 19Q (11822.598970 sec): 3 clusters Score: Raw -691579.006795 + Penalty 1687.680797 = -689891.325998 nChanged 53 SP:Iteration 20F (11822.620186 sec): 3 clusters Score: Raw -691599.162379 + Penalty 1687.680797 = -689911.481583 nChanged 53 SP:Iteration 21Q (11822.639938 sec): 3 clusters Score: Raw -691622.829531 + Penalty 1687.680797 = -689935.148734 nChanged 56 SP:Iteration 22Q (11822.660076 sec): 3 clusters Score: Raw -691643.898496 + Penalty 1687.680797 = -689956.217700 nChanged 51 SP:Iteration 23Q (11822.680073 sec): 3 clusters Score: Raw -691664.346778 + Penalty 1687.680797 = -689976.665981 nChanged 52 SP:Iteration 24Q (11822.700064 sec): 3 clusters Score: Raw -691687.939483 + Penalty 1687.680797 = -690000.258687 nChanged 60 SP:Iteration 25Q (11822.719689 sec): 3 clusters Score: Raw -691718.426681 + Penalty 1687.680797 = -690030.745885 nChanged 57 SP:Iteration 26Q (11822.739288 sec): 3 clusters Score: Raw -691752.923815 + Penalty 1687.680797 = -690065.243018 nChanged 51 SP:Iteration 27Q (11822.759094 sec): 3 clusters Score: Raw -691781.225082 + Penalty 1687.680797 = -690093.544285 nChanged 35 SP:Iteration 28Q (11822.778600 sec): 3 clusters Score: Raw -691798.519687 + Penalty 1687.680797 = -690110.838891 nChanged 27 SP:Iteration 29Q (11822.797948 sec): 3 clusters Score: Raw -691811.146486 + Penalty 1687.680797 = -690123.465690 nChanged 27 SP:Iteration 30Q (11822.817479 sec): 3 clusters Score: Raw -691822.642362 + Penalty 1687.680797 = -690134.961566 nChanged 21 SP:Iteration 31Q (11822.836824 sec): 3 clusters Score: Raw -691830.173612 + Penalty 1687.680797 = -690142.492816 nChanged 16 SP:Iteration 32Q (11822.856374 sec): 3 clusters Score: Raw -691838.031263 + Penalty 1687.680797 = -690150.350467 nChanged 21 SP:Iteration 33Q (11822.875729 sec): 3 clusters Score: Raw -691847.255393 + Penalty 1687.680797 = -690159.574596 nChanged 17 SP:Iteration 34Q (11822.895278 sec): 3 clusters Score: Raw -691854.419605 + Penalty 1687.680797 = -690166.738808 nChanged 15 SP:Iteration 35Q (11822.914666 sec): 3 clusters Score: Raw -691864.418226 + Penalty 1687.680797 = -690176.737429 nChanged 16 SP:Iteration 36Q (11822.934184 sec): 3 clusters Score: Raw -691870.564200 + Penalty 1687.680797 = -690182.883404 nChanged 9 SP:Iteration 37Q (11822.953666 sec): 3 clusters Score: Raw -691875.344839 + Penalty 1687.680797 = -690187.664042 nChanged 11 SP:Iteration 38Q (11822.973284 sec): 3 clusters Score: Raw -691879.889695 + Penalty 1687.680797 = -690192.208898 nChanged 9 SP:Iteration 39Q (11822.992742 sec): 3 clusters Score: Raw -691882.246886 + Penalty 1687.680797 = -690194.566089 nChanged 5 SP:Iteration 40F (11823.013867 sec): 3 clusters Score: Raw -691883.478199 + Penalty 1687.680797 = -690195.797402 nChanged 4 SP:Iteration 41Q (11823.033319 sec): 3 clusters Score: Raw -691884.998796 + Penalty 1687.680797 = -690197.317999 nChanged 6 SP:Iteration 42Q (11823.052635 sec): 3 clusters Score: Raw -691888.400417 + Penalty 1687.680797 = -690200.719621 nChanged 4 SP:Iteration 43Q (11823.072153 sec): 3 clusters Score: Raw -691889.843889 + Penalty 1687.680797 = -690202.163092 nChanged 0 SP:Iteration 44F (11823.093230 sec): 3 clusters Score: Raw -691889.843889 + Penalty 1687.680797 = -690202.163092 nChanged 0 Trying to split cluster 36 (3431 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11823.109735 sec): 2 clusters Score: Raw -303776.409485 + Penalty 773.357669 = -303003.051816 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11823.123166 sec): 3 clusters Score: Raw -301932.094957 + Penalty 1546.715338 = -300385.379619 nChanged 1396 SP:Iteration 1F (11823.145793 sec): 3 clusters Score: Raw -302724.719157 + Penalty 1546.715338 = -301178.003819 nChanged 267 SP:Iteration 2F (11823.158179 sec): 3 clusters Score: Raw -302897.355697 + Penalty 1546.715338 = -301350.640359 nChanged 205 SP:Iteration 3F (11823.170538 sec): 3 clusters Score: Raw -303039.492806 + Penalty 1546.715338 = -301492.777468 nChanged 195 SP:Iteration 4F (11823.182896 sec): 3 clusters Score: Raw -303167.913393 + Penalty 1546.715338 = -301621.198055 nChanged 187 SP:Iteration 5F (11823.195209 sec): 3 clusters Score: Raw -303285.523030 + Penalty 1546.715338 = -301738.807692 nChanged 152 SP:Iteration 6Q (11823.207457 sec): 3 clusters Score: Raw -303390.845067 + Penalty 1546.715338 = -301844.129729 nChanged 130 SP:Iteration 7Q (11823.219798 sec): 3 clusters Score: Raw -303464.976916 + Penalty 1546.715338 = -301918.261578 nChanged 102 SP:Iteration 8Q (11823.232115 sec): 3 clusters Score: Raw -303532.401093 + Penalty 1546.715338 = -301985.685754 nChanged 93 SP:Iteration 9Q (11823.244388 sec): 3 clusters Score: Raw -303597.805077 + Penalty 1546.715338 = -302051.089739 nChanged 76 SP:Iteration 10Q (11823.256609 sec): 3 clusters Score: Raw -303649.517927 + Penalty 1546.715338 = -302102.802588 nChanged 66 SP:Iteration 11Q (11823.268823 sec): 3 clusters Score: Raw -303698.371419 + Penalty 1546.715338 = -302151.656080 nChanged 65 SP:Iteration 12Q (11823.280972 sec): 3 clusters Score: Raw -303742.351454 + Penalty 1546.715338 = -302195.636115 nChanged 41 SP:Iteration 13Q (11823.292941 sec): 3 clusters Score: Raw -303763.508716 + Penalty 1546.715338 = -302216.793378 nChanged 34 SP:Iteration 14Q (11823.304991 sec): 3 clusters Score: Raw -303778.027983 + Penalty 1546.715338 = -302231.312645 nChanged 29 SP:Iteration 15Q (11823.317017 sec): 3 clusters Score: Raw -303789.170154 + Penalty 1546.715338 = -302242.454816 nChanged 27 SP:Iteration 16Q (11823.329123 sec): 3 clusters Score: Raw -303801.257208 + Penalty 1546.715338 = -302254.541870 nChanged 25 SP:Iteration 17Q (11823.341171 sec): 3 clusters Score: Raw -303810.353612 + Penalty 1546.715338 = -302263.638274 nChanged 19 SP:Iteration 18Q (11823.353179 sec): 3 clusters Score: Raw -303816.040706 + Penalty 1546.715338 = -302269.325368 nChanged 22 SP:Iteration 19Q (11823.365199 sec): 3 clusters Score: Raw -303821.884908 + Penalty 1546.715338 = -302275.169570 nChanged 22 SP:Iteration 20F (11823.377525 sec): 3 clusters Score: Raw -303828.690249 + Penalty 1546.715338 = -302281.974911 nChanged 21 SP:Iteration 21Q (11823.389579 sec): 3 clusters Score: Raw -303835.178164 + Penalty 1546.715338 = -302288.462825 nChanged 27 SP:Iteration 22Q (11823.401603 sec): 3 clusters Score: Raw -303843.338230 + Penalty 1546.715338 = -302296.622892 nChanged 22 SP:Iteration 23Q (11823.413602 sec): 3 clusters Score: Raw -303849.389763 + Penalty 1546.715338 = -302302.674425 nChanged 17 SP:Iteration 24Q (11823.425616 sec): 3 clusters Score: Raw -303855.923100 + Penalty 1546.715338 = -302309.207762 nChanged 22 SP:Iteration 25Q (11823.437606 sec): 3 clusters Score: Raw -303865.676750 + Penalty 1546.715338 = -302318.961412 nChanged 23 SP:Iteration 26Q (11823.449585 sec): 3 clusters Score: Raw -303878.152164 + Penalty 1546.715338 = -302331.436826 nChanged 36 SP:Iteration 27Q (11823.461544 sec): 3 clusters Score: Raw -303899.163020 + Penalty 1546.715338 = -302352.447682 nChanged 45 SP:Iteration 28Q (11823.473476 sec): 3 clusters Score: Raw -303921.312483 + Penalty 1546.715338 = -302374.597145 nChanged 39 SP:Iteration 29Q (11823.485452 sec): 3 clusters Score: Raw -303941.315633 + Penalty 1546.715338 = -302394.600295 nChanged 46 SP:Iteration 30Q (11823.497392 sec): 3 clusters Score: Raw -303967.009150 + Penalty 1546.715338 = -302420.293812 nChanged 36 SP:Iteration 31Q (11823.509267 sec): 3 clusters Score: Raw -303983.854726 + Penalty 1546.715338 = -302437.139388 nChanged 28 SP:Iteration 32Q (11823.521123 sec): 3 clusters Score: Raw -303999.000042 + Penalty 1546.715338 = -302452.284704 nChanged 14 SP:Iteration 33Q (11823.532966 sec): 3 clusters Score: Raw -304006.611991 + Penalty 1546.715338 = -302459.896653 nChanged 21 SP:Iteration 34Q (11823.544794 sec): 3 clusters Score: Raw -304015.309136 + Penalty 1546.715338 = -302468.593798 nChanged 17 SP:Iteration 35Q (11823.556503 sec): 3 clusters Score: Raw -304022.113041 + Penalty 1546.715338 = -302475.397703 nChanged 13 SP:Iteration 36Q (11823.568264 sec): 3 clusters Score: Raw -304028.713292 + Penalty 1546.715338 = -302481.997954 nChanged 11 SP:Iteration 37Q (11823.580015 sec): 3 clusters Score: Raw -304034.150877 + Penalty 1546.715338 = -302487.435538 nChanged 10 SP:Iteration 38Q (11823.591817 sec): 3 clusters Score: Raw -304038.350726 + Penalty 1546.715338 = -302491.635387 nChanged 5 SP:Iteration 39Q (11823.603552 sec): 3 clusters Score: Raw -304039.711758 + Penalty 1546.715338 = -302492.996420 nChanged 3 SP:Iteration 40F (11823.615841 sec): 3 clusters Score: Raw -304040.087750 + Penalty 1546.715338 = -302493.372412 nChanged 0 Trying to split cluster 37 (136054 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11823.751072 sec): 2 clusters Score: Raw -13033071.788149 + Penalty 1122.976679 = -13031948.811470 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11823.924748 sec): 3 clusters Score: Raw -12942218.805310 + Penalty 2245.953357 = -12939972.851953 nChanged 66172 SP:Iteration 1F (11824.096035 sec): 3 clusters Score: Raw -12983104.171084 + Penalty 2245.953357 = -12980858.217727 nChanged 5361 SP:Iteration 2Q (11824.278461 sec): 3 clusters Score: Raw -12985066.714534 + Penalty 2245.953357 = -12982820.761176 nChanged 6353 SP:Iteration 3Q (11824.461145 sec): 3 clusters Score: Raw -12988078.197001 + Penalty 2245.953357 = -12985832.243644 nChanged 7670 SP:Iteration 4F (11824.632103 sec): 3 clusters Score: Raw -12992825.424519 + Penalty 2245.953357 = -12990579.471161 nChanged 8864 SP:Iteration 5F (11824.803413 sec): 3 clusters Score: Raw -12999308.228259 + Penalty 2245.953357 = -12997062.274902 nChanged 9154 SP:Iteration 6F (11824.974397 sec): 3 clusters Score: Raw -13006043.488245 + Penalty 2245.953357 = -13003797.534887 nChanged 7876 SP:Iteration 7F (11825.149441 sec): 3 clusters Score: Raw -13010423.118124 + Penalty 2245.953357 = -13008177.164766 nChanged 5281 SP:Iteration 8Q (11825.327953 sec): 3 clusters Score: Raw -13012233.763120 + Penalty 2245.953357 = -13009987.809762 nChanged 3138 SP:Iteration 9Q (11825.506787 sec): 3 clusters Score: Raw -13012970.178716 + Penalty 2245.953357 = -13010724.225358 nChanged 2115 SP:Iteration 10Q (11825.683373 sec): 3 clusters Score: Raw -13013417.529496 + Penalty 2245.953357 = -13011171.576138 nChanged 1798 SP:Iteration 11Q (11825.859342 sec): 3 clusters Score: Raw -13013818.377795 + Penalty 2245.953357 = -13011572.424438 nChanged 1682 SP:Iteration 12Q (11826.035112 sec): 3 clusters Score: Raw -13014204.096352 + Penalty 2245.953357 = -13011958.142994 nChanged 1673 SP:Iteration 13Q (11826.210401 sec): 3 clusters Score: Raw -13014593.017975 + Penalty 2245.953357 = -13012347.064618 nChanged 1686 SP:Iteration 14Q (11826.385473 sec): 3 clusters Score: Raw -13014974.836915 + Penalty 2245.953357 = -13012728.883558 nChanged 1676 SP:Iteration 15Q (11826.566218 sec): 3 clusters Score: Raw -13015367.706823 + Penalty 2245.953357 = -13013121.753466 nChanged 1644 SP:Iteration 16Q (11826.737363 sec): 3 clusters Score: Raw -13015730.253710 + Penalty 2245.953357 = -13013484.300353 nChanged 1574 SP:Iteration 17Q (11826.911918 sec): 3 clusters Score: Raw -13016047.304120 + Penalty 2245.953357 = -13013801.350763 nChanged 1448 SP:Iteration 18Q (11827.085994 sec): 3 clusters Score: Raw -13016328.591757 + Penalty 2245.953357 = -13014082.638400 nChanged 1421 SP:Iteration 19Q (11827.260072 sec): 3 clusters Score: Raw -13016605.503816 + Penalty 2245.953357 = -13014359.550459 nChanged 1386 SP:Iteration 20F (11827.431350 sec): 3 clusters Score: Raw -13016879.005488 + Penalty 2245.953357 = -13014633.052131 nChanged 1401 SP:Iteration 21Q (11827.605946 sec): 3 clusters Score: Raw -13017147.346445 + Penalty 2245.953357 = -13014901.393088 nChanged 1358 SP:Iteration 22Q (11827.780424 sec): 3 clusters Score: Raw -13017397.061166 + Penalty 2245.953357 = -13015151.107809 nChanged 1302 SP:Iteration 23Q (11827.954665 sec): 3 clusters Score: Raw -13017634.359810 + Penalty 2245.953357 = -13015388.406453 nChanged 1244 SP:Iteration 24Q (11828.129489 sec): 3 clusters Score: Raw -13017856.152337 + Penalty 2245.953357 = -13015610.198979 nChanged 1259 SP:Iteration 25Q (11828.303426 sec): 3 clusters Score: Raw -13018082.990244 + Penalty 2245.953357 = -13015837.036886 nChanged 1258 SP:Iteration 26Q (11828.477351 sec): 3 clusters Score: Raw -13018308.417095 + Penalty 2245.953357 = -13016062.463738 nChanged 1264 SP:Iteration 27Q (11828.651648 sec): 3 clusters Score: Raw -13018538.666666 + Penalty 2245.953357 = -13016292.713309 nChanged 1245 SP:Iteration 28Q (11828.825675 sec): 3 clusters Score: Raw -13018768.540734 + Penalty 2245.953357 = -13016522.587377 nChanged 1259 SP:Iteration 29Q (11828.999044 sec): 3 clusters Score: Raw -13019002.186579 + Penalty 2245.953357 = -13016756.233222 nChanged 1336 SP:Iteration 30Q (11829.172309 sec): 3 clusters Score: Raw -13019264.642455 + Penalty 2245.953357 = -13017018.689097 nChanged 1369 SP:Iteration 31Q (11829.345142 sec): 3 clusters Score: Raw -13019531.980694 + Penalty 2245.953357 = -13017286.027336 nChanged 1399 SP:Iteration 32Q (11829.518238 sec): 3 clusters Score: Raw -13019808.148954 + Penalty 2245.953357 = -13017562.195596 nChanged 1383 SP:Iteration 33Q (11829.690808 sec): 3 clusters Score: Raw -13020078.206623 + Penalty 2245.953357 = -13017832.253265 nChanged 1425 SP:Iteration 34Q (11829.862794 sec): 3 clusters Score: Raw -13020367.653746 + Penalty 2245.953357 = -13018121.700389 nChanged 1502 SP:Iteration 35Q (11830.034405 sec): 3 clusters Score: Raw -13020687.961329 + Penalty 2245.953357 = -13018442.007972 nChanged 1530 SP:Iteration 36Q (11830.240415 sec): 3 clusters Score: Raw -13021023.024461 + Penalty 2245.953357 = -13018777.071103 nChanged 1511 SP:Iteration 37Q (11830.411414 sec): 3 clusters Score: Raw -13021372.117802 + Penalty 2245.953357 = -13019126.164444 nChanged 1590 SP:Iteration 38Q (11830.580958 sec): 3 clusters Score: Raw -13021776.294473 + Penalty 2245.953357 = -13019530.341116 nChanged 1635 SP:Iteration 39Q (11830.750362 sec): 3 clusters Score: Raw -13022203.120010 + Penalty 2245.953357 = -13019957.166652 nChanged 1695 SP:Iteration 40F (11830.922077 sec): 3 clusters Score: Raw -13022687.985316 + Penalty 2245.953357 = -13020442.031959 nChanged 1690 SP:Iteration 41Q (11831.093515 sec): 3 clusters Score: Raw -13023199.494940 + Penalty 2245.953357 = -13020953.541582 nChanged 1785 SP:Iteration 42Q (11831.263871 sec): 3 clusters Score: Raw -13023770.318413 + Penalty 2245.953357 = -13021524.365055 nChanged 1797 SP:Iteration 43Q (11831.432615 sec): 3 clusters Score: Raw -13024353.842724 + Penalty 2245.953357 = -13022107.889367 nChanged 1812 SP:Iteration 44Q (11831.600257 sec): 3 clusters Score: Raw -13024965.698916 + Penalty 2245.953357 = -13022719.745559 nChanged 1762 SP:Iteration 45Q (11831.766430 sec): 3 clusters Score: Raw -13025549.878536 + Penalty 2245.953357 = -13023303.925178 nChanged 1684 SP:Iteration 46Q (11831.931098 sec): 3 clusters Score: Raw -13026093.523755 + Penalty 2245.953357 = -13023847.570398 nChanged 1687 SP:Iteration 47Q (11832.094359 sec): 3 clusters Score: Raw -13026644.686802 + Penalty 2245.953357 = -13024398.733445 nChanged 1654 SP:Iteration 48Q (11832.256189 sec): 3 clusters Score: Raw -13027178.080934 + Penalty 2245.953357 = -13024932.127576 nChanged 1570 SP:Iteration 49Q (11832.439870 sec): 3 clusters Score: Raw -13027667.074154 + Penalty 2245.953357 = -13025421.120797 nChanged 1467 SP:Iteration 50Q (11832.599264 sec): 3 clusters Score: Raw -13028103.622192 + Penalty 2245.953357 = -13025857.668835 nChanged 1340 SP:Iteration 51Q (11832.757771 sec): 3 clusters Score: Raw -13028467.796780 + Penalty 2245.953357 = -13026221.843422 nChanged 1225 SP:Iteration 52Q (11832.915375 sec): 3 clusters Score: Raw -13028781.781820 + Penalty 2245.953357 = -13026535.828462 nChanged 1117 SP:Iteration 53Q (11833.072258 sec): 3 clusters Score: Raw -13029050.983728 + Penalty 2245.953357 = -13026805.030371 nChanged 1053 SP:Iteration 54Q (11833.228498 sec): 3 clusters Score: Raw -13029297.720381 + Penalty 2245.953357 = -13027051.767024 nChanged 981 SP:Iteration 55Q (11833.384126 sec): 3 clusters Score: Raw -13029509.261765 + Penalty 2245.953357 = -13027263.308407 nChanged 893 SP:Iteration 56Q (11833.539366 sec): 3 clusters Score: Raw -13029691.288497 + Penalty 2245.953357 = -13027445.335139 nChanged 837 SP:Iteration 57Q (11833.694229 sec): 3 clusters Score: Raw -13029860.389371 + Penalty 2245.953357 = -13027614.436013 nChanged 824 SP:Iteration 58Q (11833.848892 sec): 3 clusters Score: Raw -13030023.374882 + Penalty 2245.953357 = -13027777.421525 nChanged 790 SP:Iteration 59Q (11834.002509 sec): 3 clusters Score: Raw -13030174.620415 + Penalty 2245.953357 = -13027928.667057 nChanged 708 SP:Iteration 60F (11834.173434 sec): 3 clusters Score: Raw -13030301.924312 + Penalty 2245.953357 = -13028055.970955 nChanged 663 SP:Iteration 61Q (11834.329232 sec): 3 clusters Score: Raw -13030413.733565 + Penalty 2245.953357 = -13028167.780208 nChanged 600 SP:Iteration 62Q (11834.483907 sec): 3 clusters Score: Raw -13030508.420283 + Penalty 2245.953357 = -13028262.466925 nChanged 566 SP:Iteration 63Q (11834.638417 sec): 3 clusters Score: Raw -13030595.471958 + Penalty 2245.953357 = -13028349.518601 nChanged 561 SP:Iteration 64Q (11834.792448 sec): 3 clusters Score: Raw -13030686.925289 + Penalty 2245.953357 = -13028440.971932 nChanged 579 SP:Iteration 65Q (11834.946148 sec): 3 clusters Score: Raw -13030779.494093 + Penalty 2245.953357 = -13028533.540736 nChanged 521 SP:Iteration 66Q (11835.099386 sec): 3 clusters Score: Raw -13030859.874615 + Penalty 2245.953357 = -13028613.921257 nChanged 497 SP:Iteration 67Q (11835.252274 sec): 3 clusters Score: Raw -13030934.082870 + Penalty 2245.953357 = -13028688.129512 nChanged 471 SP:Iteration 68Q (11835.404812 sec): 3 clusters Score: Raw -13031001.053734 + Penalty 2245.953357 = -13028755.100377 nChanged 440 SP:Iteration 69Q (11835.557031 sec): 3 clusters Score: Raw -13031061.817325 + Penalty 2245.953357 = -13028815.863967 nChanged 409 SP:Iteration 70Q (11835.709133 sec): 3 clusters Score: Raw -13031122.363373 + Penalty 2245.953357 = -13028876.410016 nChanged 426 SP:Iteration 71Q (11835.860893 sec): 3 clusters Score: Raw -13031184.096376 + Penalty 2245.953357 = -13028938.143019 nChanged 408 SP:Iteration 72Q (11836.012141 sec): 3 clusters Score: Raw -13031239.532411 + Penalty 2245.953357 = -13028993.579054 nChanged 359 SP:Iteration 73Q (11836.163215 sec): 3 clusters Score: Raw -13031288.859906 + Penalty 2245.953357 = -13029042.906548 nChanged 370 SP:Iteration 74Q (11836.314188 sec): 3 clusters Score: Raw -13031338.608410 + Penalty 2245.953357 = -13029092.655053 nChanged 331 SP:Iteration 75Q (11836.464733 sec): 3 clusters Score: Raw -13031380.076439 + Penalty 2245.953357 = -13029134.123082 nChanged 324 SP:Iteration 76Q (11836.615053 sec): 3 clusters Score: Raw -13031421.584176 + Penalty 2245.953357 = -13029175.630818 nChanged 290 SP:Iteration 77Q (11836.765334 sec): 3 clusters Score: Raw -13031456.205676 + Penalty 2245.953357 = -13029210.252318 nChanged 272 SP:Iteration 78Q (11836.915172 sec): 3 clusters Score: Raw -13031488.199431 + Penalty 2245.953357 = -13029242.246073 nChanged 283 SP:Iteration 79Q (11837.064856 sec): 3 clusters Score: Raw -13031521.024407 + Penalty 2245.953357 = -13029275.071049 nChanged 238 SP:Iteration 80F (11837.237400 sec): 3 clusters Score: Raw -13031545.971347 + Penalty 2245.953357 = -13029300.017989 nChanged 240 SP:Iteration 81Q (11837.386836 sec): 3 clusters Score: Raw -13031571.436148 + Penalty 2245.953357 = -13029325.482791 nChanged 229 SP:Iteration 82Q (11837.535989 sec): 3 clusters Score: Raw -13031595.992741 + Penalty 2245.953357 = -13029350.039384 nChanged 232 SP:Iteration 83Q (11837.685120 sec): 3 clusters Score: Raw -13031619.890244 + Penalty 2245.953357 = -13029373.936886 nChanged 204 SP:Iteration 84Q (11837.834081 sec): 3 clusters Score: Raw -13031640.472248 + Penalty 2245.953357 = -13029394.518891 nChanged 200 SP:Iteration 85Q (11837.982729 sec): 3 clusters Score: Raw -13031660.967039 + Penalty 2245.953357 = -13029415.013682 nChanged 201 SP:Iteration 86Q (11838.131399 sec): 3 clusters Score: Raw -13031683.028850 + Penalty 2245.953357 = -13029437.075492 nChanged 230 SP:Iteration 87Q (11838.279795 sec): 3 clusters Score: Raw -13031710.611649 + Penalty 2245.953357 = -13029464.658291 nChanged 222 SP:Iteration 88Q (11838.428071 sec): 3 clusters Score: Raw -13031739.016376 + Penalty 2245.953357 = -13029493.063018 nChanged 231 SP:Iteration 89Q (11838.576261 sec): 3 clusters Score: Raw -13031768.157119 + Penalty 2245.953357 = -13029522.203761 nChanged 207 SP:Iteration 90Q (11838.724146 sec): 3 clusters Score: Raw -13031793.203389 + Penalty 2245.953357 = -13029547.250031 nChanged 222 SP:Iteration 91Q (11838.871733 sec): 3 clusters Score: Raw -13031819.038995 + Penalty 2245.953357 = -13029573.085637 nChanged 200 SP:Iteration 92Q (11839.019318 sec): 3 clusters Score: Raw -13031841.950549 + Penalty 2245.953357 = -13029595.997191 nChanged 199 SP:Iteration 93Q (11839.166433 sec): 3 clusters Score: Raw -13031864.559749 + Penalty 2245.953357 = -13029618.606392 nChanged 200 SP:Iteration 94Q (11839.313815 sec): 3 clusters Score: Raw -13031888.506533 + Penalty 2245.953357 = -13029642.553176 nChanged 183 SP:Iteration 95Q (11839.460844 sec): 3 clusters Score: Raw -13031910.720356 + Penalty 2245.953357 = -13029664.766999 nChanged 170 SP:Iteration 96Q (11839.607750 sec): 3 clusters Score: Raw -13031929.384501 + Penalty 2245.953357 = -13029683.431143 nChanged 173 SP:Iteration 97Q (11839.754661 sec): 3 clusters Score: Raw -13031946.983714 + Penalty 2245.953357 = -13029701.030356 nChanged 166 SP:Iteration 98Q (11839.901332 sec): 3 clusters Score: Raw -13031962.810111 + Penalty 2245.953357 = -13029716.856754 nChanged 158 SP:Iteration 99Q (11840.047778 sec): 3 clusters Score: Raw -13031976.170814 + Penalty 2245.953357 = -13029730.217457 nChanged 149 SP:Iteration 100F (11840.218510 sec): 3 clusters Score: Raw -13031988.910166 + Penalty 2245.953357 = -13029742.956808 nChanged 131 SP:Iteration 101Q (11840.364968 sec): 3 clusters Score: Raw -13032000.981929 + Penalty 2245.953357 = -13029755.028571 nChanged 123 SP:Iteration 102Q (11840.512574 sec): 3 clusters Score: Raw -13032012.384335 + Penalty 2245.953357 = -13029766.430978 nChanged 124 SP:Iteration 103Q (11840.693998 sec): 3 clusters Score: Raw -13032024.701788 + Penalty 2245.953357 = -13029778.748431 nChanged 141 SP:Iteration 104Q (11840.840045 sec): 3 clusters Score: Raw -13032039.547957 + Penalty 2245.953357 = -13029793.594599 nChanged 139 SP:Iteration 105Q (11840.986096 sec): 3 clusters Score: Raw -13032052.902184 + Penalty 2245.953357 = -13029806.948826 nChanged 130 SP:Iteration 106Q (11841.132073 sec): 3 clusters Score: Raw -13032065.396212 + Penalty 2245.953357 = -13029819.442855 nChanged 128 SP:Iteration 107Q (11841.277850 sec): 3 clusters Score: Raw -13032077.377099 + Penalty 2245.953357 = -13029831.423742 nChanged 118 SP:Iteration 108Q (11841.423641 sec): 3 clusters Score: Raw -13032088.629339 + Penalty 2245.953357 = -13029842.675982 nChanged 118 SP:Iteration 109Q (11841.569326 sec): 3 clusters Score: Raw -13032100.673044 + Penalty 2245.953357 = -13029854.719687 nChanged 128 SP:Iteration 110Q (11841.714930 sec): 3 clusters Score: Raw -13032114.929041 + Penalty 2245.953357 = -13029868.975683 nChanged 116 SP:Iteration 111Q (11841.860730 sec): 3 clusters Score: Raw -13032126.525700 + Penalty 2245.953357 = -13029880.572342 nChanged 107 SP:Iteration 112Q (11842.010759 sec): 3 clusters Score: Raw -13032137.485142 + Penalty 2245.953357 = -13029891.531784 nChanged 131 SP:Iteration 113Q (11842.156564 sec): 3 clusters Score: Raw -13032150.538260 + Penalty 2245.953357 = -13029904.584902 nChanged 125 SP:Iteration 114Q (11842.301869 sec): 3 clusters Score: Raw -13032163.883366 + Penalty 2245.953357 = -13029917.930008 nChanged 136 SP:Iteration 115Q (11842.447161 sec): 3 clusters Score: Raw -13032179.996880 + Penalty 2245.953357 = -13029934.043522 nChanged 121 SP:Iteration 116Q (11842.592410 sec): 3 clusters Score: Raw -13032195.006554 + Penalty 2245.953357 = -13029949.053196 nChanged 156 SP:Iteration 117Q (11842.743947 sec): 3 clusters Score: Raw -13032217.534065 + Penalty 2245.953357 = -13029971.580707 nChanged 156 SP:Iteration 118Q (11842.890918 sec): 3 clusters Score: Raw -13032240.851436 + Penalty 2245.953357 = -13029994.898078 nChanged 160 SP:Iteration 119Q (11843.037090 sec): 3 clusters Score: Raw -13032263.820454 + Penalty 2245.953357 = -13030017.867097 nChanged 168 SP:Iteration 120F (11843.209832 sec): 3 clusters Score: Raw -13032287.012870 + Penalty 2245.953357 = -13030041.059512 nChanged 158 SP:Iteration 121Q (11843.354610 sec): 3 clusters Score: Raw -13032309.201209 + Penalty 2245.953357 = -13030063.247852 nChanged 166 SP:Iteration 122Q (11843.499158 sec): 3 clusters Score: Raw -13032334.676527 + Penalty 2245.953357 = -13030088.723170 nChanged 177 SP:Iteration 123Q (11843.643686 sec): 3 clusters Score: Raw -13032360.499556 + Penalty 2245.953357 = -13030114.546198 nChanged 172 SP:Iteration 124Q (11843.800161 sec): 3 clusters Score: Raw -13032385.650957 + Penalty 2245.953357 = -13030139.697599 nChanged 166 SP:Iteration 125Q (11843.943351 sec): 3 clusters Score: Raw -13032410.115473 + Penalty 2245.953357 = -13030164.162116 nChanged 173 SP:Iteration 126Q (11844.087485 sec): 3 clusters Score: Raw -13032435.203732 + Penalty 2245.953357 = -13030189.250375 nChanged 177 SP:Iteration 127Q (11844.231346 sec): 3 clusters Score: Raw -13032464.032949 + Penalty 2245.953357 = -13030218.079591 nChanged 179 SP:Iteration 128Q (11844.375076 sec): 3 clusters Score: Raw -13032491.336476 + Penalty 2245.953357 = -13030245.383118 nChanged 167 SP:Iteration 129Q (11844.518632 sec): 3 clusters Score: Raw -13032516.615629 + Penalty 2245.953357 = -13030270.662271 nChanged 182 SP:Iteration 130Q (11844.662024 sec): 3 clusters Score: Raw -13032546.128469 + Penalty 2245.953357 = -13030300.175112 nChanged 172 SP:Iteration 131Q (11844.805335 sec): 3 clusters Score: Raw -13032573.733003 + Penalty 2245.953357 = -13030327.779646 nChanged 182 SP:Iteration 132Q (11844.948391 sec): 3 clusters Score: Raw -13032602.714060 + Penalty 2245.953357 = -13030356.760703 nChanged 172 SP:Iteration 133Q (11845.091530 sec): 3 clusters Score: Raw -13032627.572522 + Penalty 2245.953357 = -13030381.619164 nChanged 150 SP:Iteration 134Q (11845.234425 sec): 3 clusters Score: Raw -13032651.100931 + Penalty 2245.953357 = -13030405.147573 nChanged 171 SP:Iteration 135Q (11845.377256 sec): 3 clusters Score: Raw -13032678.691589 + Penalty 2245.953357 = -13030432.738231 nChanged 162 SP:Iteration 136Q (11845.520147 sec): 3 clusters Score: Raw -13032703.869691 + Penalty 2245.953357 = -13030457.916333 nChanged 160 SP:Iteration 137Q (11845.662821 sec): 3 clusters Score: Raw -13032730.374208 + Penalty 2245.953357 = -13030484.420851 nChanged 145 SP:Iteration 138Q (11845.805349 sec): 3 clusters Score: Raw -13032753.756191 + Penalty 2245.953357 = -13030507.802834 nChanged 149 SP:Iteration 139Q (11845.947923 sec): 3 clusters Score: Raw -13032777.166880 + Penalty 2245.953357 = -13030531.213522 nChanged 144 SP:Iteration 140F (11846.118536 sec): 3 clusters Score: Raw -13032799.611121 + Penalty 2245.953357 = -13030553.657764 nChanged 126 SP:Iteration 141Q (11846.260907 sec): 3 clusters Score: Raw -13032819.377718 + Penalty 2245.953357 = -13030573.424361 nChanged 116 SP:Iteration 142Q (11846.403111 sec): 3 clusters Score: Raw -13032837.009624 + Penalty 2245.953357 = -13030591.056267 nChanged 96 SP:Iteration 143Q (11846.543539 sec): 3 clusters Score: Raw -13032849.073917 + Penalty 2245.953357 = -13030603.120559 nChanged 86 SP:Iteration 144Q (11846.683811 sec): 3 clusters Score: Raw -13032860.128879 + Penalty 2245.953357 = -13030614.175522 nChanged 85 SP:Iteration 145Q (11846.824206 sec): 3 clusters Score: Raw -13032871.539958 + Penalty 2245.953357 = -13030625.586600 nChanged 90 SP:Iteration 146Q (11846.964360 sec): 3 clusters Score: Raw -13032885.027752 + Penalty 2245.953357 = -13030639.074395 nChanged 94 SP:Iteration 147Q (11847.104169 sec): 3 clusters Score: Raw -13032900.399032 + Penalty 2245.953357 = -13030654.445674 nChanged 98 SP:Iteration 148Q (11847.244519 sec): 3 clusters Score: Raw -13032915.728470 + Penalty 2245.953357 = -13030669.775113 nChanged 97 SP:Iteration 149Q (11847.384576 sec): 3 clusters Score: Raw -13032930.729133 + Penalty 2245.953357 = -13030684.775776 nChanged 94 SP:Iteration 150Q (11847.524691 sec): 3 clusters Score: Raw -13032942.817985 + Penalty 2245.953357 = -13030696.864627 nChanged 88 SP:Iteration 151Q (11847.664662 sec): 3 clusters Score: Raw -13032953.462790 + Penalty 2245.953357 = -13030707.509433 nChanged 68 SP:Iteration 152Q (11847.804557 sec): 3 clusters Score: Raw -13032962.238584 + Penalty 2245.953357 = -13030716.285227 nChanged 66 SP:Iteration 153Q (11847.944496 sec): 3 clusters Score: Raw -13032971.210801 + Penalty 2245.953357 = -13030725.257443 nChanged 66 SP:Iteration 154Q (11848.084513 sec): 3 clusters Score: Raw -13032978.563458 + Penalty 2245.953357 = -13030732.610100 nChanged 53 SP:Iteration 155Q (11848.224321 sec): 3 clusters Score: Raw -13032985.245700 + Penalty 2245.953357 = -13030739.292342 nChanged 62 SP:Iteration 156Q (11848.364156 sec): 3 clusters Score: Raw -13032996.192125 + Penalty 2245.953357 = -13030750.238767 nChanged 67 SP:Iteration 157Q (11848.503979 sec): 3 clusters Score: Raw -13033008.435921 + Penalty 2245.953357 = -13030762.482564 nChanged 76 SP:Iteration 158Q (11848.643780 sec): 3 clusters Score: Raw -13033024.023355 + Penalty 2245.953357 = -13030778.069998 nChanged 85 SP:Iteration 159Q (11848.783558 sec): 3 clusters Score: Raw -13033041.015560 + Penalty 2245.953357 = -13030795.062202 nChanged 88 SP:Iteration 160F (11848.952234 sec): 3 clusters Score: Raw -13033059.250849 + Penalty 2245.953357 = -13030813.297492 nChanged 83 SP:Iteration 161Q (11849.092138 sec): 3 clusters Score: Raw -13033077.333891 + Penalty 2245.953357 = -13030831.380534 nChanged 93 SP:Iteration 162Q (11849.231939 sec): 3 clusters Score: Raw -13033095.730988 + Penalty 2245.953357 = -13030849.777630 nChanged 104 SP:Iteration 163Q (11849.371539 sec): 3 clusters Score: Raw -13033118.030467 + Penalty 2245.953357 = -13030872.077110 nChanged 96 SP:Iteration 164Q (11849.511080 sec): 3 clusters Score: Raw -13033137.069489 + Penalty 2245.953357 = -13030891.116132 nChanged 85 SP:Iteration 165Q (11849.650683 sec): 3 clusters Score: Raw -13033152.367653 + Penalty 2245.953357 = -13030906.414296 nChanged 74 SP:Iteration 166Q (11849.790037 sec): 3 clusters Score: Raw -13033165.639348 + Penalty 2245.953357 = -13030919.685991 nChanged 65 SP:Iteration 167Q (11849.929469 sec): 3 clusters Score: Raw -13033176.888575 + Penalty 2245.953357 = -13030930.935218 nChanged 59 SP:Iteration 168Q (11850.068863 sec): 3 clusters Score: Raw -13033187.848928 + Penalty 2245.953357 = -13030941.895571 nChanged 54 SP:Iteration 169Q (11850.208208 sec): 3 clusters Score: Raw -13033198.377673 + Penalty 2245.953357 = -13030952.424315 nChanged 45 SP:Iteration 170Q (11850.347595 sec): 3 clusters Score: Raw -13033205.361780 + Penalty 2245.953357 = -13030959.408422 nChanged 39 SP:Iteration 171Q (11850.487684 sec): 3 clusters Score: Raw -13033213.239210 + Penalty 2245.953357 = -13030967.285852 nChanged 44 SP:Iteration 172Q (11850.646171 sec): 3 clusters Score: Raw -13033222.935137 + Penalty 2245.953357 = -13030976.981780 nChanged 46 SP:Iteration 173Q (11850.785472 sec): 3 clusters Score: Raw -13033231.515253 + Penalty 2245.953357 = -13030985.561896 nChanged 42 SP:Iteration 174Q (11850.925168 sec): 3 clusters Score: Raw -13033238.614463 + Penalty 2245.953357 = -13030992.661105 nChanged 30 SP:Iteration 175Q (11851.064498 sec): 3 clusters Score: Raw -13033243.896545 + Penalty 2245.953357 = -13030997.943187 nChanged 32 SP:Iteration 176Q (11851.203626 sec): 3 clusters Score: Raw -13033249.912679 + Penalty 2245.953357 = -13031003.959321 nChanged 32 SP:Iteration 177Q (11851.342918 sec): 3 clusters Score: Raw -13033254.363168 + Penalty 2245.953357 = -13031008.409811 nChanged 17 SP:Iteration 178Q (11851.482193 sec): 3 clusters Score: Raw -13033256.891522 + Penalty 2245.953357 = -13031010.938165 nChanged 19 SP:Iteration 179Q (11851.621437 sec): 3 clusters Score: Raw -13033259.124084 + Penalty 2245.953357 = -13031013.170727 nChanged 15 SP:Iteration 180F (11851.790779 sec): 3 clusters Score: Raw -13033262.395089 + Penalty 2245.953357 = -13031016.441731 nChanged 18 SP:Iteration 181Q (11851.929920 sec): 3 clusters Score: Raw -13033265.120068 + Penalty 2245.953357 = -13031019.166711 nChanged 13 SP:Iteration 182Q (11852.069117 sec): 3 clusters Score: Raw -13033266.892012 + Penalty 2245.953357 = -13031020.938654 nChanged 11 SP:Iteration 183Q (11852.208332 sec): 3 clusters Score: Raw -13033268.718235 + Penalty 2245.953357 = -13031022.764878 nChanged 16 SP:Iteration 184Q (11852.347542 sec): 3 clusters Score: Raw -13033270.391904 + Penalty 2245.953357 = -13031024.438547 nChanged 10 SP:Iteration 185Q (11852.486758 sec): 3 clusters Score: Raw -13033271.072810 + Penalty 2245.953357 = -13031025.119453 nChanged 6 SP:Iteration 186Q (11852.625954 sec): 3 clusters Score: Raw -13033271.681256 + Penalty 2245.953357 = -13031025.727899 nChanged 5 SP:Iteration 187Q (11852.765291 sec): 3 clusters Score: Raw -13033272.147540 + Penalty 2245.953357 = -13031026.194183 nChanged 2 SP:Iteration 188Q (11852.904421 sec): 3 clusters Score: Raw -13033272.405245 + Penalty 2245.953357 = -13031026.451887 nChanged 2 SP:Iteration 189Q (11853.043582 sec): 3 clusters Score: Raw -13033272.602939 + Penalty 2245.953357 = -13031026.649582 nChanged 2 SP:Iteration 190Q (11853.182794 sec): 3 clusters Score: Raw -13033272.841060 + Penalty 2245.953357 = -13031026.887703 nChanged 3 SP:Iteration 191Q (11853.321905 sec): 3 clusters Score: Raw -13033273.140853 + Penalty 2245.953357 = -13031027.187495 nChanged 6 SP:Iteration 192Q (11853.461028 sec): 3 clusters Score: Raw -13033273.817434 + Penalty 2245.953357 = -13031027.864077 nChanged 5 SP:Iteration 193Q (11853.600107 sec): 3 clusters Score: Raw -13033274.356575 + Penalty 2245.953357 = -13031028.403218 nChanged 4 SP:Iteration 194Q (11853.740296 sec): 3 clusters Score: Raw -13033274.685404 + Penalty 2245.953357 = -13031028.732046 nChanged 2 SP:Iteration 195Q (11853.879384 sec): 3 clusters Score: Raw -13033274.924357 + Penalty 2245.953357 = -13031028.971000 nChanged 3 SP:Iteration 196Q (11854.018476 sec): 3 clusters Score: Raw -13033275.317398 + Penalty 2245.953357 = -13031029.364041 nChanged 1 SP:Iteration 197Q (11854.158174 sec): 3 clusters Score: Raw -13033275.395937 + Penalty 2245.953357 = -13031029.442580 nChanged 2 SP:Iteration 198Q (11854.297417 sec): 3 clusters Score: Raw -13033275.550723 + Penalty 2245.953357 = -13031029.597365 nChanged 0 SP:Iteration 199F (11854.466761 sec): 3 clusters Score: Raw -13033275.550723 + Penalty 2245.953357 = -13031029.597365 nChanged 0 Trying to split cluster 38 (301603 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (11854.738540 sec): 2 clusters Score: Raw -28727059.236954 + Penalty 1198.602352 = -28725860.634602 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (11855.107792 sec): 3 clusters Score: Raw -28523445.613984 + Penalty 2397.204704 = -28521048.409280 nChanged 147886 SP:Iteration 1F (11855.471400 sec): 3 clusters Score: Raw -28614750.600640 + Penalty 2397.204704 = -28612353.395936 nChanged 12490 SP:Iteration 2Q (11855.858115 sec): 3 clusters Score: Raw -28619619.821414 + Penalty 2397.204704 = -28617222.616710 nChanged 16935 SP:Iteration 3F (11856.220962 sec): 3 clusters Score: Raw -28629083.996234 + Penalty 2397.204704 = -28626686.791530 nChanged 22473 SP:Iteration 4F (11856.583402 sec): 3 clusters Score: Raw -28645906.980850 + Penalty 2397.204704 = -28643509.776146 nChanged 25415 SP:Iteration 5F (11856.945540 sec): 3 clusters Score: Raw -28668438.246370 + Penalty 2397.204704 = -28666041.041666 nChanged 22375 SP:Iteration 6F (11857.308856 sec): 3 clusters Score: Raw -28689053.362928 + Penalty 2397.204704 = -28686656.158225 nChanged 15937 SP:Iteration 7F (11857.671978 sec): 3 clusters Score: Raw -28703119.225127 + Penalty 2397.204704 = -28700722.020424 nChanged 10479 SP:Iteration 8Q (11858.024557 sec): 3 clusters Score: Raw -28711940.719465 + Penalty 2397.204704 = -28709543.514761 nChanged 6828 SP:Iteration 9Q (11858.360142 sec): 3 clusters Score: Raw -28717433.478724 + Penalty 2397.204704 = -28715036.274021 nChanged 4664 SP:Iteration 10Q (11858.680776 sec): 3 clusters Score: Raw -28720982.380091 + Penalty 2397.204704 = -28718585.175388 nChanged 3177 SP:Iteration 11Q (11858.988382 sec): 3 clusters Score: Raw -28723306.431663 + Penalty 2397.204704 = -28720909.226959 nChanged 2123 SP:Iteration 12Q (11859.292654 sec): 3 clusters Score: Raw -28724755.035428 + Penalty 2397.204704 = -28722357.830724 nChanged 1419 SP:Iteration 13Q (11859.590578 sec): 3 clusters Score: Raw -28725677.862797 + Penalty 2397.204704 = -28723280.658093 nChanged 957 SP:Iteration 14Q (11859.884642 sec): 3 clusters Score: Raw -28726295.442590 + Penalty 2397.204704 = -28723898.237886 nChanged 607 SP:Iteration 15Q (11860.189133 sec): 3 clusters Score: Raw -28726668.667847 + Penalty 2397.204704 = -28724271.463143 nChanged 346 SP:Iteration 16Q (11860.481542 sec): 3 clusters Score: Raw -28726880.290894 + Penalty 2397.204704 = -28724483.086190 nChanged 208 SP:Iteration 17Q (11860.772315 sec): 3 clusters Score: Raw -28727021.133109 + Penalty 2397.204704 = -28724623.928405 nChanged 131 SP:Iteration 18Q (11861.063030 sec): 3 clusters Score: Raw -28727095.149317 + Penalty 2397.204704 = -28724697.944614 nChanged 85 SP:Iteration 19Q (11861.353521 sec): 3 clusters Score: Raw -28727145.127992 + Penalty 2397.204704 = -28724747.923288 nChanged 76 SP:Iteration 20F (11861.713339 sec): 3 clusters Score: Raw -28727191.713182 + Penalty 2397.204704 = -28724794.508478 nChanged 58 SP:Iteration 21Q (11862.003770 sec): 3 clusters Score: Raw -28727226.772006 + Penalty 2397.204704 = -28724829.567303 nChanged 44 SP:Iteration 22Q (11862.294348 sec): 3 clusters Score: Raw -28727255.082301 + Penalty 2397.204704 = -28724857.877597 nChanged 33 SP:Iteration 23Q (11862.584552 sec): 3 clusters Score: Raw -28727276.636092 + Penalty 2397.204704 = -28724879.431388 nChanged 25 SP:Iteration 24Q (11862.874181 sec): 3 clusters Score: Raw -28727289.658590 + Penalty 2397.204704 = -28724892.453886 nChanged 17 SP:Iteration 25Q (11863.164155 sec): 3 clusters Score: Raw -28727295.402476 + Penalty 2397.204704 = -28724898.197772 nChanged 11 SP:Iteration 26Q (11863.454733 sec): 3 clusters Score: Raw -28727300.030901 + Penalty 2397.204704 = -28724902.826197 nChanged 10 SP:Iteration 27Q (11863.744452 sec): 3 clusters Score: Raw -28727304.388177 + Penalty 2397.204704 = -28724907.183473 nChanged 5 SP:Iteration 28Q (11864.034427 sec): 3 clusters Score: Raw -28727305.608278 + Penalty 2397.204704 = -28724908.403575 nChanged 3 SP:Iteration 29Q (11864.324335 sec): 3 clusters Score: Raw -28727306.729752 + Penalty 2397.204704 = -28724909.525048 nChanged 3 SP:Iteration 30Q (11864.614611 sec): 3 clusters Score: Raw -28727308.021698 + Penalty 2397.204704 = -28724910.816994 nChanged 4 SP:Iteration 31Q (11864.905034 sec): 3 clusters Score: Raw -28727310.438877 + Penalty 2397.204704 = -28724913.234173 nChanged 4 SP:Iteration 32Q (11865.194907 sec): 3 clusters Score: Raw -28727312.225067 + Penalty 2397.204704 = -28724915.020363 nChanged 4 SP:Iteration 33Q (11865.485141 sec): 3 clusters Score: Raw -28727313.438713 + Penalty 2397.204704 = -28724916.234009 nChanged 2 SP:Iteration 34Q (11865.774915 sec): 3 clusters Score: Raw -28727314.675573 + Penalty 2397.204704 = -28724917.470869 nChanged 6 SP:Iteration 35Q (11866.064774 sec): 3 clusters Score: Raw -28727316.742325 + Penalty 2397.204704 = -28724919.537621 nChanged 1 SP:Iteration 36Q (11866.353832 sec): 3 clusters Score: Raw -28727316.978037 + Penalty 2397.204704 = -28724919.773333 nChanged 2 SP:Iteration 37Q (11866.644560 sec): 3 clusters Score: Raw -28727317.925410 + Penalty 2397.204704 = -28724920.720707 nChanged 3 SP:Iteration 38Q (11866.934365 sec): 3 clusters Score: Raw -28727319.287460 + Penalty 2397.204704 = -28724922.082756 nChanged 5 SP:Iteration 39Q (11867.224338 sec): 3 clusters Score: Raw -28727321.309842 + Penalty 2397.204704 = -28724924.105139 nChanged 8 SP:Iteration 40F (11867.582582 sec): 3 clusters Score: Raw -28727325.705996 + Penalty 2397.204704 = -28724928.501292 nChanged 9 SP:Iteration 41Q (11867.872460 sec): 3 clusters Score: Raw -28727330.879086 + Penalty 2397.204704 = -28724933.674382 nChanged 10 SP:Iteration 42Q (11868.162326 sec): 3 clusters Score: Raw -28727334.296301 + Penalty 2397.204704 = -28724937.091598 nChanged 5 SP:Iteration 43Q (11868.451977 sec): 3 clusters Score: Raw -28727336.822147 + Penalty 2397.204704 = -28724939.617443 nChanged 5 SP:Iteration 44Q (11868.742153 sec): 3 clusters Score: Raw -28727339.630867 + Penalty 2397.204704 = -28724942.426164 nChanged 7 SP:Iteration 45Q (11869.031641 sec): 3 clusters Score: Raw -28727341.402731 + Penalty 2397.204704 = -28724944.198027 nChanged 5 SP:Iteration 46Q (11869.321932 sec): 3 clusters Score: Raw -28727342.644300 + Penalty 2397.204704 = -28724945.439596 nChanged 2 SP:Iteration 47Q (11869.611165 sec): 3 clusters Score: Raw -28727343.458099 + Penalty 2397.204704 = -28724946.253395 nChanged 2 SP:Iteration 48Q (11869.900831 sec): 3 clusters Score: Raw -28727344.308178 + Penalty 2397.204704 = -28724947.103475 nChanged 4 SP:Iteration 49Q (11870.190471 sec): 3 clusters Score: Raw -28727346.906134 + Penalty 2397.204704 = -28724949.701430 nChanged 6 SP:Iteration 50Q (11870.480202 sec): 3 clusters Score: Raw -28727349.186507 + Penalty 2397.204704 = -28724951.981803 nChanged 3 SP:Iteration 51Q (11870.770198 sec): 3 clusters Score: Raw -28727350.293167 + Penalty 2397.204704 = -28724953.088463 nChanged 0 SP:Iteration 52F (11871.129156 sec): 3 clusters Score: Raw -28727350.293167 + Penalty 2397.204704 = -28724953.088463 nChanged 0 Iteration 139Q (11879.829280 sec): 39 clusters Score: Raw -89552602.863061 + Penalty 49805.239891 = -89502797.623170 nChanged 789 Iteration 140F (11897.658599 sec): 39 clusters Score: Raw -89552637.968127 + Penalty 49805.239891 = -89502832.728236 nChanged 769 Iteration 141Q (11906.379449 sec): 39 clusters Score: Raw -89552674.366013 + Penalty 49805.239891 = -89502869.126123 nChanged 793 Iteration 142Q (11915.133174 sec): 39 clusters Score: Raw -89552709.861499 + Penalty 49805.239891 = -89502904.621608 nChanged 795 Iteration 143Q (11923.851168 sec): 39 clusters Score: Raw -89552744.630206 + Penalty 49805.239891 = -89502939.390315 nChanged 790 Iteration 144Q (11932.640360 sec): 39 clusters Score: Raw -89552780.606381 + Penalty 49805.239891 = -89502975.366490 nChanged 784 Iteration 145Q (11941.366772 sec): 39 clusters Score: Raw -89552817.105391 + Penalty 49805.239891 = -89503011.865501 nChanged 833 Iteration 146Q (11950.080326 sec): 39 clusters Score: Raw -89552855.432671 + Penalty 49805.239891 = -89503050.192780 nChanged 774 Iteration 147Q (11958.798217 sec): 39 clusters Score: Raw -89552890.046295 + Penalty 49805.239891 = -89503084.806404 nChanged 787 Iteration 148Q (11967.552910 sec): 39 clusters Score: Raw -89552924.724957 + Penalty 49805.239891 = -89503119.485066 nChanged 815 Iteration 149Q (11976.271303 sec): 39 clusters Score: Raw -89552960.774197 + Penalty 49805.239891 = -89503155.534306 nChanged 769 Iteration 150Q (11984.983307 sec): 39 clusters Score: Raw -89552998.141343 + Penalty 49805.239891 = -89503192.901452 nChanged 794 Iteration 151Q (11993.703280 sec): 39 clusters Score: Raw -89553035.179254 + Penalty 49805.239891 = -89503229.939363 nChanged 783 Iteration 152Q (12002.413468 sec): 39 clusters Score: Raw -89553070.355499 + Penalty 49805.239891 = -89503265.115608 nChanged 774 Iteration 153Q (12011.143412 sec): 39 clusters Score: Raw -89553106.464893 + Penalty 49805.239891 = -89503301.225002 nChanged 796 Iteration 154Q (12019.858269 sec): 39 clusters Score: Raw -89553141.167068 + Penalty 49805.239891 = -89503335.927177 nChanged 735 Iteration 155Q (12028.571030 sec): 39 clusters Score: Raw -89553170.997391 + Penalty 49805.239891 = -89503365.757500 nChanged 697 Iteration 156Q (12037.283921 sec): 39 clusters Score: Raw -89553198.691498 + Penalty 49805.239891 = -89503393.451607 nChanged 706 Iteration 157Q (12045.995880 sec): 39 clusters Score: Raw -89553227.697591 + Penalty 49805.239891 = -89503422.457700 nChanged 696 Iteration 158Q (12054.714848 sec): 39 clusters Score: Raw -89553257.358803 + Penalty 49805.239891 = -89503452.118912 nChanged 690 Iteration 159Q (12063.419687 sec): 39 clusters Score: Raw -89553288.876129 + Penalty 49805.239891 = -89503483.636238 nChanged 686 Iteration 160F (12081.279216 sec): 39 clusters Score: Raw -89553319.397372 + Penalty 49805.239891 = -89503514.157481 nChanged 702 Iteration 161Q (12089.994731 sec): 39 clusters Score: Raw -89553348.487025 + Penalty 49805.239891 = -89503543.247134 nChanged 669 Iteration 162Q (12098.724070 sec): 39 clusters Score: Raw -89553374.692757 + Penalty 49805.239891 = -89503569.452866 nChanged 668 Iteration 163Q (12107.446503 sec): 39 clusters Score: Raw -89553399.124816 + Penalty 49805.239891 = -89503593.884925 nChanged 632 Iteration 164Q (12116.158864 sec): 39 clusters Score: Raw -89553420.875919 + Penalty 49805.239891 = -89503615.636028 nChanged 613 Iteration 165Q (12124.874483 sec): 39 clusters Score: Raw -89553442.052362 + Penalty 49805.239891 = -89503636.812471 nChanged 621 Iteration 166Q (12133.582964 sec): 39 clusters Score: Raw -89553461.948999 + Penalty 49805.239891 = -89503656.709108 nChanged 553 Iteration 167Q (12142.318047 sec): 39 clusters Score: Raw -89553478.455525 + Penalty 49805.239891 = -89503673.215634 nChanged 562 Iteration 168Q (12151.045280 sec): 39 clusters Score: Raw -89553495.497253 + Penalty 49805.239891 = -89503690.257362 nChanged 553 Iteration 169Q (12159.752073 sec): 39 clusters Score: Raw -89553512.724184 + Penalty 49805.239891 = -89503707.484293 nChanged 529 Iteration 170Q (12168.460312 sec): 39 clusters Score: Raw -89553529.219786 + Penalty 49805.239891 = -89503723.979895 nChanged 554 Iteration 171Q (12177.165491 sec): 39 clusters Score: Raw -89553546.283826 + Penalty 49805.239891 = -89503741.043935 nChanged 525 Iteration 172Q (12185.896770 sec): 39 clusters Score: Raw -89553562.145072 + Penalty 49805.239891 = -89503756.905181 nChanged 508 Iteration 173Q (12194.622657 sec): 39 clusters Score: Raw -89553577.298000 + Penalty 49805.239891 = -89503772.058109 nChanged 525 Iteration 174Q (12203.359431 sec): 39 clusters Score: Raw -89553593.655427 + Penalty 49805.239891 = -89503788.415536 nChanged 523 Iteration 175Q (12212.064596 sec): 39 clusters Score: Raw -89553609.356640 + Penalty 49805.239891 = -89503804.116749 nChanged 521 Iteration 176Q (12220.771105 sec): 39 clusters Score: Raw -89553626.214885 + Penalty 49805.239891 = -89503820.974994 nChanged 511 Iteration 177Q (12229.478400 sec): 39 clusters Score: Raw -89553641.476444 + Penalty 49805.239891 = -89503836.236553 nChanged 440 Iteration 178Q (12238.192984 sec): 39 clusters Score: Raw -89553652.336493 + Penalty 49805.239891 = -89503847.096602 nChanged 381 Writing temp clu file Because OldScore, -89503836.236553, is greater than current (better) Score,-89503847.096602 Compute initial score before splitting: Score: Raw -89553652.336493 + Penalty 49805.239891 = -89503847.096602 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12238.382402 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12238.386942 sec): 3 clusters Score: Raw -102442.906834 + Penalty 1314.552092 = -101128.354743 nChanged 339 SP:Iteration 1F (12238.391068 sec): 3 clusters Score: Raw -102676.233674 + Penalty 1314.552092 = -101361.681583 nChanged 65 SP:Iteration 2F (12238.395181 sec): 3 clusters Score: Raw -102728.223994 + Penalty 1314.552092 = -101413.671902 nChanged 45 SP:Iteration 3Q (12238.399332 sec): 3 clusters Score: Raw -102760.173176 + Penalty 1314.552092 = -101445.621084 nChanged 21 SP:Iteration 4Q (12238.403462 sec): 3 clusters Score: Raw -102773.451419 + Penalty 1314.552092 = -101458.899328 nChanged 18 SP:Iteration 5Q (12238.407536 sec): 3 clusters Score: Raw -102782.980639 + Penalty 1314.552092 = -101468.428547 nChanged 13 SP:Iteration 6Q (12238.411647 sec): 3 clusters Score: Raw -102791.635256 + Penalty 1314.552092 = -101477.083165 nChanged 14 SP:Iteration 7Q (12238.415664 sec): 3 clusters Score: Raw -102799.978391 + Penalty 1314.552092 = -101485.426299 nChanged 11 SP:Iteration 8Q (12238.420626 sec): 3 clusters Score: Raw -102806.413381 + Penalty 1314.552092 = -101491.861290 nChanged 11 SP:Iteration 9Q (12238.424698 sec): 3 clusters Score: Raw -102812.838989 + Penalty 1314.552092 = -101498.286898 nChanged 11 SP:Iteration 10Q (12238.428813 sec): 3 clusters Score: Raw -102821.875815 + Penalty 1314.552092 = -101507.323724 nChanged 12 SP:Iteration 11Q (12238.432886 sec): 3 clusters Score: Raw -102829.772656 + Penalty 1314.552092 = -101515.220564 nChanged 11 SP:Iteration 12Q (12238.436931 sec): 3 clusters Score: Raw -102834.676402 + Penalty 1314.552092 = -101520.124311 nChanged 8 SP:Iteration 13Q (12238.441000 sec): 3 clusters Score: Raw -102843.228286 + Penalty 1314.552092 = -101528.676195 nChanged 12 SP:Iteration 14Q (12238.445116 sec): 3 clusters Score: Raw -102851.830442 + Penalty 1314.552092 = -101537.278351 nChanged 6 SP:Iteration 15Q (12238.449188 sec): 3 clusters Score: Raw -102857.172493 + Penalty 1314.552092 = -101542.620401 nChanged 11 SP:Iteration 16Q (12238.453249 sec): 3 clusters Score: Raw -102865.758416 + Penalty 1314.552092 = -101551.206324 nChanged 13 SP:Iteration 17Q (12238.457344 sec): 3 clusters Score: Raw -102873.272190 + Penalty 1314.552092 = -101558.720098 nChanged 8 SP:Iteration 18Q (12238.461418 sec): 3 clusters Score: Raw -102876.946639 + Penalty 1314.552092 = -101562.394547 nChanged 6 SP:Iteration 19Q (12238.465480 sec): 3 clusters Score: Raw -102879.428876 + Penalty 1314.552092 = -101564.876784 nChanged 4 SP:Iteration 20F (12238.469551 sec): 3 clusters Score: Raw -102881.834833 + Penalty 1314.552092 = -101567.282741 nChanged 5 SP:Iteration 21Q (12238.473650 sec): 3 clusters Score: Raw -102884.039049 + Penalty 1314.552092 = -101569.486958 nChanged 1 SP:Iteration 22Q (12238.477795 sec): 3 clusters Score: Raw -102884.292152 + Penalty 1314.552092 = -101569.740061 nChanged 2 SP:Iteration 23Q (12238.481860 sec): 3 clusters Score: Raw -102885.843693 + Penalty 1314.552092 = -101571.291602 nChanged 4 SP:Iteration 24Q (12238.485939 sec): 3 clusters Score: Raw -102888.051568 + Penalty 1314.552092 = -101573.499477 nChanged 4 SP:Iteration 25Q (12238.490011 sec): 3 clusters Score: Raw -102890.273247 + Penalty 1314.552092 = -101575.721155 nChanged 3 SP:Iteration 26Q (12238.494084 sec): 3 clusters Score: Raw -102892.073158 + Penalty 1314.552092 = -101577.521067 nChanged 3 SP:Iteration 27Q (12238.498144 sec): 3 clusters Score: Raw -102893.533144 + Penalty 1314.552092 = -101578.981052 nChanged 2 SP:Iteration 28Q (12238.502224 sec): 3 clusters Score: Raw -102894.003289 + Penalty 1314.552092 = -101579.451198 nChanged 0 SP:Iteration 29F (12238.506305 sec): 3 clusters Score: Raw -102894.003289 + Penalty 1314.552092 = -101579.451198 nChanged 0 Trying to split cluster 2 (699 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12238.521126 sec): 2 clusters Score: Raw -71111.795238 + Penalty 622.216821 = -70489.578417 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12238.524482 sec): 3 clusters Score: Raw -70856.796643 + Penalty 1244.433641 = -69612.363002 nChanged 209 SP:Iteration 1F (12238.527519 sec): 3 clusters Score: Raw -71023.667826 + Penalty 1244.433641 = -69779.234185 nChanged 49 SP:Iteration 2F (12238.530523 sec): 3 clusters Score: Raw -71061.485229 + Penalty 1244.433641 = -69817.051588 nChanged 21 SP:Iteration 3Q (12238.533510 sec): 3 clusters Score: Raw -71086.095211 + Penalty 1244.433641 = -69841.661570 nChanged 18 SP:Iteration 4Q (12238.536489 sec): 3 clusters Score: Raw -71105.891516 + Penalty 1244.433641 = -69861.457875 nChanged 16 SP:Iteration 5Q (12238.539527 sec): 3 clusters Score: Raw -71122.911651 + Penalty 1244.433641 = -69878.478010 nChanged 15 SP:Iteration 6Q (12238.542507 sec): 3 clusters Score: Raw -71132.356807 + Penalty 1244.433641 = -69887.923166 nChanged 7 SP:Iteration 7Q (12238.545470 sec): 3 clusters Score: Raw -71141.636962 + Penalty 1244.433641 = -69897.203321 nChanged 6 SP:Iteration 8Q (12238.548422 sec): 3 clusters Score: Raw -71147.665476 + Penalty 1244.433641 = -69903.231835 nChanged 6 SP:Iteration 9Q (12238.551411 sec): 3 clusters Score: Raw -71151.343344 + Penalty 1244.433641 = -69906.909703 nChanged 3 SP:Iteration 10Q (12238.554351 sec): 3 clusters Score: Raw -71153.247275 + Penalty 1244.433641 = -69908.813634 nChanged 3 SP:Iteration 11Q (12238.557309 sec): 3 clusters Score: Raw -71155.348045 + Penalty 1244.433641 = -69910.914404 nChanged 2 SP:Iteration 12Q (12238.560273 sec): 3 clusters Score: Raw -71155.853804 + Penalty 1244.433641 = -69911.420163 nChanged 0 SP:Iteration 13F (12238.563243 sec): 3 clusters Score: Raw -71155.853804 + Penalty 1244.433641 = -69911.420163 nChanged 0 Trying to split cluster 3 (41516 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12238.616045 sec): 2 clusters Score: Raw -3666992.130479 + Penalty 1010.214247 = -3665981.916232 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12238.681899 sec): 3 clusters Score: Raw -3640361.183847 + Penalty 2020.428493 = -3638340.755354 nChanged 19678 SP:Iteration 1F (12238.741846 sec): 3 clusters Score: Raw -3651978.346139 + Penalty 2020.428493 = -3649957.917646 nChanged 2092 SP:Iteration 2F (12238.801735 sec): 3 clusters Score: Raw -3652847.448532 + Penalty 2020.428493 = -3650827.020039 nChanged 2241 SP:Iteration 3F (12238.861595 sec): 3 clusters Score: Raw -3654020.111406 + Penalty 2020.428493 = -3651999.682913 nChanged 2499 SP:Iteration 4F (12238.921523 sec): 3 clusters Score: Raw -3655588.387593 + Penalty 2020.428493 = -3653567.959100 nChanged 2650 SP:Iteration 5F (12238.981448 sec): 3 clusters Score: Raw -3657421.353395 + Penalty 2020.428493 = -3655400.924902 nChanged 2601 SP:Iteration 6F (12239.041496 sec): 3 clusters Score: Raw -3659143.539628 + Penalty 2020.428493 = -3657123.111135 nChanged 2173 SP:Iteration 7F (12239.101587 sec): 3 clusters Score: Raw -3660286.329562 + Penalty 2020.428493 = -3658265.901069 nChanged 1612 SP:Iteration 8Q (12239.162379 sec): 3 clusters Score: Raw -3660916.808936 + Penalty 2020.428493 = -3658896.380443 nChanged 1139 SP:Iteration 9Q (12239.221937 sec): 3 clusters Score: Raw -3661299.826162 + Penalty 2020.428493 = -3659279.397669 nChanged 916 SP:Iteration 10Q (12239.280860 sec): 3 clusters Score: Raw -3661590.078189 + Penalty 2020.428493 = -3659569.649696 nChanged 836 SP:Iteration 11Q (12239.339494 sec): 3 clusters Score: Raw -3661873.281542 + Penalty 2020.428493 = -3659852.853049 nChanged 834 SP:Iteration 12Q (12239.424720 sec): 3 clusters Score: Raw -3662174.153216 + Penalty 2020.428493 = -3660153.724722 nChanged 866 SP:Iteration 13Q (12239.482190 sec): 3 clusters Score: Raw -3662517.771485 + Penalty 2020.428493 = -3660497.342992 nChanged 884 SP:Iteration 14Q (12239.540455 sec): 3 clusters Score: Raw -3662907.715134 + Penalty 2020.428493 = -3660887.286641 nChanged 969 SP:Iteration 15Q (12239.598276 sec): 3 clusters Score: Raw -3663360.440266 + Penalty 2020.428493 = -3661340.011773 nChanged 971 SP:Iteration 16Q (12239.656082 sec): 3 clusters Score: Raw -3663869.865854 + Penalty 2020.428493 = -3661849.437361 nChanged 997 SP:Iteration 17Q (12239.713057 sec): 3 clusters Score: Raw -3664443.168790 + Penalty 2020.428493 = -3662422.740297 nChanged 987 SP:Iteration 18Q (12239.769962 sec): 3 clusters Score: Raw -3665057.363860 + Penalty 2020.428493 = -3663036.935367 nChanged 885 SP:Iteration 19Q (12239.826477 sec): 3 clusters Score: Raw -3665663.774598 + Penalty 2020.428493 = -3663643.346105 nChanged 823 SP:Iteration 20F (12239.885533 sec): 3 clusters Score: Raw -3666254.145314 + Penalty 2020.428493 = -3664233.716821 nChanged 753 SP:Iteration 21Q (12239.941928 sec): 3 clusters Score: Raw -3666834.780399 + Penalty 2020.428493 = -3664814.351906 nChanged 597 SP:Iteration 22Q (12239.996379 sec): 3 clusters Score: Raw -3667247.247468 + Penalty 2020.428493 = -3665226.818975 nChanged 470 SP:Iteration 23Q (12240.050069 sec): 3 clusters Score: Raw -3667502.956239 + Penalty 2020.428493 = -3665482.527746 nChanged 339 SP:Iteration 24Q (12240.103552 sec): 3 clusters Score: Raw -3667658.797934 + Penalty 2020.428493 = -3665638.369440 nChanged 279 SP:Iteration 25Q (12240.156525 sec): 3 clusters Score: Raw -3667756.240699 + Penalty 2020.428493 = -3665735.812205 nChanged 214 SP:Iteration 26Q (12240.208925 sec): 3 clusters Score: Raw -3667819.800659 + Penalty 2020.428493 = -3665799.372165 nChanged 175 SP:Iteration 27Q (12240.261616 sec): 3 clusters Score: Raw -3667866.412397 + Penalty 2020.428493 = -3665845.983904 nChanged 154 SP:Iteration 28Q (12240.313684 sec): 3 clusters Score: Raw -3667900.317753 + Penalty 2020.428493 = -3665879.889260 nChanged 126 SP:Iteration 29Q (12240.365793 sec): 3 clusters Score: Raw -3667923.955628 + Penalty 2020.428493 = -3665903.527135 nChanged 116 SP:Iteration 30Q (12240.417947 sec): 3 clusters Score: Raw -3667946.305648 + Penalty 2020.428493 = -3665925.877155 nChanged 98 SP:Iteration 31Q (12240.469782 sec): 3 clusters Score: Raw -3667963.477759 + Penalty 2020.428493 = -3665943.049266 nChanged 99 SP:Iteration 32Q (12240.521583 sec): 3 clusters Score: Raw -3667981.488900 + Penalty 2020.428493 = -3665961.060407 nChanged 94 SP:Iteration 33Q (12240.573706 sec): 3 clusters Score: Raw -3667997.848124 + Penalty 2020.428493 = -3665977.419631 nChanged 72 SP:Iteration 34Q (12240.625354 sec): 3 clusters Score: Raw -3668009.894428 + Penalty 2020.428493 = -3665989.465934 nChanged 83 SP:Iteration 35Q (12240.676878 sec): 3 clusters Score: Raw -3668021.192543 + Penalty 2020.428493 = -3666000.764050 nChanged 67 SP:Iteration 36Q (12240.728656 sec): 3 clusters Score: Raw -3668030.064487 + Penalty 2020.428493 = -3666009.635994 nChanged 67 SP:Iteration 37Q (12240.780235 sec): 3 clusters Score: Raw -3668039.871765 + Penalty 2020.428493 = -3666019.443272 nChanged 56 SP:Iteration 38Q (12240.831793 sec): 3 clusters Score: Raw -3668049.051495 + Penalty 2020.428493 = -3666028.623002 nChanged 53 SP:Iteration 39Q (12240.891494 sec): 3 clusters Score: Raw -3668055.833835 + Penalty 2020.428493 = -3666035.405341 nChanged 51 SP:Iteration 40F (12240.954725 sec): 3 clusters Score: Raw -3668061.414632 + Penalty 2020.428493 = -3666040.986139 nChanged 43 SP:Iteration 41Q (12241.005281 sec): 3 clusters Score: Raw -3668065.452139 + Penalty 2020.428493 = -3666045.023646 nChanged 32 SP:Iteration 42Q (12241.056564 sec): 3 clusters Score: Raw -3668068.576109 + Penalty 2020.428493 = -3666048.147616 nChanged 35 SP:Iteration 43Q (12241.107933 sec): 3 clusters Score: Raw -3668072.151046 + Penalty 2020.428493 = -3666051.722553 nChanged 31 SP:Iteration 44Q (12241.159384 sec): 3 clusters Score: Raw -3668074.963203 + Penalty 2020.428493 = -3666054.534710 nChanged 28 SP:Iteration 45Q (12241.210568 sec): 3 clusters Score: Raw -3668077.154201 + Penalty 2020.428493 = -3666056.725708 nChanged 20 SP:Iteration 46Q (12241.262284 sec): 3 clusters Score: Raw -3668078.775941 + Penalty 2020.428493 = -3666058.347448 nChanged 17 SP:Iteration 47Q (12241.313746 sec): 3 clusters Score: Raw -3668080.134579 + Penalty 2020.428493 = -3666059.706086 nChanged 18 SP:Iteration 48Q (12241.364745 sec): 3 clusters Score: Raw -3668081.141296 + Penalty 2020.428493 = -3666060.712803 nChanged 16 SP:Iteration 49Q (12241.415981 sec): 3 clusters Score: Raw -3668082.594344 + Penalty 2020.428493 = -3666062.165851 nChanged 15 SP:Iteration 50Q (12241.467562 sec): 3 clusters Score: Raw -3668083.596682 + Penalty 2020.428493 = -3666063.168189 nChanged 10 SP:Iteration 51Q (12241.518865 sec): 3 clusters Score: Raw -3668084.204255 + Penalty 2020.428493 = -3666063.775762 nChanged 8 SP:Iteration 52Q (12241.569883 sec): 3 clusters Score: Raw -3668084.755958 + Penalty 2020.428493 = -3666064.327464 nChanged 12 SP:Iteration 53Q (12241.621452 sec): 3 clusters Score: Raw -3668085.597647 + Penalty 2020.428493 = -3666065.169154 nChanged 10 SP:Iteration 54Q (12241.672715 sec): 3 clusters Score: Raw -3668086.253683 + Penalty 2020.428493 = -3666065.825190 nChanged 10 SP:Iteration 55Q (12241.723693 sec): 3 clusters Score: Raw -3668086.993802 + Penalty 2020.428493 = -3666066.565309 nChanged 12 SP:Iteration 56Q (12241.775248 sec): 3 clusters Score: Raw -3668087.791636 + Penalty 2020.428493 = -3666067.363143 nChanged 12 SP:Iteration 57Q (12241.826450 sec): 3 clusters Score: Raw -3668088.464713 + Penalty 2020.428493 = -3666068.036220 nChanged 9 SP:Iteration 58Q (12241.877748 sec): 3 clusters Score: Raw -3668088.986459 + Penalty 2020.428493 = -3666068.557966 nChanged 8 SP:Iteration 59Q (12241.928673 sec): 3 clusters Score: Raw -3668089.380497 + Penalty 2020.428493 = -3666068.952004 nChanged 6 SP:Iteration 60F (12241.987422 sec): 3 clusters Score: Raw -3668089.541927 + Penalty 2020.428493 = -3666069.113434 nChanged 6 SP:Iteration 61Q (12242.039662 sec): 3 clusters Score: Raw -3668089.809104 + Penalty 2020.428493 = -3666069.380611 nChanged 9 SP:Iteration 62Q (12242.091023 sec): 3 clusters Score: Raw -3668090.248394 + Penalty 2020.428493 = -3666069.819901 nChanged 9 SP:Iteration 63Q (12242.142168 sec): 3 clusters Score: Raw -3668090.738491 + Penalty 2020.428493 = -3666070.309998 nChanged 5 SP:Iteration 64Q (12242.193198 sec): 3 clusters Score: Raw -3668091.103934 + Penalty 2020.428493 = -3666070.675441 nChanged 10 SP:Iteration 65Q (12242.244300 sec): 3 clusters Score: Raw -3668092.012719 + Penalty 2020.428493 = -3666071.584226 nChanged 11 SP:Iteration 66Q (12242.295636 sec): 3 clusters Score: Raw -3668092.879555 + Penalty 2020.428493 = -3666072.451062 nChanged 12 SP:Iteration 67Q (12242.346744 sec): 3 clusters Score: Raw -3668093.788908 + Penalty 2020.428493 = -3666073.360415 nChanged 8 SP:Iteration 68Q (12242.397847 sec): 3 clusters Score: Raw -3668094.269581 + Penalty 2020.428493 = -3666073.841088 nChanged 8 SP:Iteration 69Q (12242.449152 sec): 3 clusters Score: Raw -3668094.714412 + Penalty 2020.428493 = -3666074.285919 nChanged 9 SP:Iteration 70Q (12242.500101 sec): 3 clusters Score: Raw -3668095.456253 + Penalty 2020.428493 = -3666075.027760 nChanged 13 SP:Iteration 71Q (12242.551002 sec): 3 clusters Score: Raw -3668096.901542 + Penalty 2020.428493 = -3666076.473049 nChanged 19 SP:Iteration 72Q (12242.602130 sec): 3 clusters Score: Raw -3668099.132911 + Penalty 2020.428493 = -3666078.704418 nChanged 25 SP:Iteration 73Q (12242.653458 sec): 3 clusters Score: Raw -3668101.826580 + Penalty 2020.428493 = -3666081.398087 nChanged 26 SP:Iteration 74Q (12242.704456 sec): 3 clusters Score: Raw -3668104.798237 + Penalty 2020.428493 = -3666084.369744 nChanged 30 SP:Iteration 75Q (12242.755638 sec): 3 clusters Score: Raw -3668108.511744 + Penalty 2020.428493 = -3666088.083251 nChanged 25 SP:Iteration 76Q (12242.806766 sec): 3 clusters Score: Raw -3668110.716082 + Penalty 2020.428493 = -3666090.287589 nChanged 19 SP:Iteration 77Q (12242.857807 sec): 3 clusters Score: Raw -3668112.436375 + Penalty 2020.428493 = -3666092.007882 nChanged 24 SP:Iteration 78Q (12242.908688 sec): 3 clusters Score: Raw -3668114.472194 + Penalty 2020.428493 = -3666094.043701 nChanged 17 SP:Iteration 79Q (12242.959638 sec): 3 clusters Score: Raw -3668116.027259 + Penalty 2020.428493 = -3666095.598766 nChanged 12 SP:Iteration 80F (12243.018326 sec): 3 clusters Score: Raw -3668117.008832 + Penalty 2020.428493 = -3666096.580339 nChanged 9 SP:Iteration 81Q (12243.070508 sec): 3 clusters Score: Raw -3668117.964278 + Penalty 2020.428493 = -3666097.535785 nChanged 12 SP:Iteration 82Q (12243.121326 sec): 3 clusters Score: Raw -3668118.997571 + Penalty 2020.428493 = -3666098.569078 nChanged 6 SP:Iteration 83Q (12243.172276 sec): 3 clusters Score: Raw -3668119.350845 + Penalty 2020.428493 = -3666098.922352 nChanged 7 SP:Iteration 84Q (12243.223041 sec): 3 clusters Score: Raw -3668119.776245 + Penalty 2020.428493 = -3666099.347752 nChanged 9 SP:Iteration 85Q (12243.274011 sec): 3 clusters Score: Raw -3668120.580140 + Penalty 2020.428493 = -3666100.151647 nChanged 12 SP:Iteration 86Q (12243.324928 sec): 3 clusters Score: Raw -3668122.067959 + Penalty 2020.428493 = -3666101.639465 nChanged 7 SP:Iteration 87Q (12243.375852 sec): 3 clusters Score: Raw -3668122.517416 + Penalty 2020.428493 = -3666102.088923 nChanged 7 SP:Iteration 88Q (12243.426664 sec): 3 clusters Score: Raw -3668122.889771 + Penalty 2020.428493 = -3666102.461278 nChanged 6 SP:Iteration 89Q (12243.477631 sec): 3 clusters Score: Raw -3668123.399981 + Penalty 2020.428493 = -3666102.971488 nChanged 9 SP:Iteration 90Q (12243.528402 sec): 3 clusters Score: Raw -3668123.955319 + Penalty 2020.428493 = -3666103.526826 nChanged 6 SP:Iteration 91Q (12243.579100 sec): 3 clusters Score: Raw -3668124.270147 + Penalty 2020.428493 = -3666103.841654 nChanged 6 SP:Iteration 92Q (12243.629893 sec): 3 clusters Score: Raw -3668124.712607 + Penalty 2020.428493 = -3666104.284114 nChanged 5 SP:Iteration 93Q (12243.680831 sec): 3 clusters Score: Raw -3668125.187725 + Penalty 2020.428493 = -3666104.759232 nChanged 8 SP:Iteration 94Q (12243.732294 sec): 3 clusters Score: Raw -3668125.853001 + Penalty 2020.428493 = -3666105.424507 nChanged 3 SP:Iteration 95Q (12243.783561 sec): 3 clusters Score: Raw -3668126.085695 + Penalty 2020.428493 = -3666105.657202 nChanged 0 SP:Iteration 96F (12243.841936 sec): 3 clusters Score: Raw -3668126.085695 + Penalty 2020.428493 = -3666105.657202 nChanged 0 Score: Raw -89554792.388781 + Penalty 51115.904099 = -89503676.484683 Splitting cluster 3 changes total score from -89503847.096602 to -89503676.484683 So it's not getting split. Trying to split cluster 4 (10311 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12261.864593 sec): 2 clusters Score: Raw -962815.104574 + Penalty 877.891824 = -961937.212751 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12261.889967 sec): 3 clusters Score: Raw -956588.311182 + Penalty 1755.783647 = -954832.527534 nChanged 4648 SP:Iteration 1F (12261.914070 sec): 3 clusters Score: Raw -959153.488749 + Penalty 1755.783647 = -957397.705101 nChanged 602 SP:Iteration 2F (12261.938347 sec): 3 clusters Score: Raw -959459.416631 + Penalty 1755.783647 = -957703.632984 nChanged 598 SP:Iteration 3F (12261.962427 sec): 3 clusters Score: Raw -959824.057303 + Penalty 1755.783647 = -958068.273655 nChanged 617 SP:Iteration 4F (12261.986718 sec): 3 clusters Score: Raw -960251.008891 + Penalty 1755.783647 = -958495.225244 nChanged 607 SP:Iteration 5F (12262.011131 sec): 3 clusters Score: Raw -960692.541895 + Penalty 1755.783647 = -958936.758247 nChanged 598 SP:Iteration 6F (12262.035460 sec): 3 clusters Score: Raw -961106.545319 + Penalty 1755.783647 = -959350.761671 nChanged 490 SP:Iteration 7Q (12262.059513 sec): 3 clusters Score: Raw -961384.440007 + Penalty 1755.783647 = -959628.656359 nChanged 349 SP:Iteration 8Q (12262.083438 sec): 3 clusters Score: Raw -961520.041333 + Penalty 1755.783647 = -959764.257686 nChanged 224 SP:Iteration 9Q (12262.107351 sec): 3 clusters Score: Raw -961586.565402 + Penalty 1755.783647 = -959830.781754 nChanged 167 SP:Iteration 10Q (12262.131310 sec): 3 clusters Score: Raw -961626.463247 + Penalty 1755.783647 = -959870.679599 nChanged 118 SP:Iteration 11Q (12262.155241 sec): 3 clusters Score: Raw -961649.244051 + Penalty 1755.783647 = -959893.460403 nChanged 80 SP:Iteration 12Q (12262.179085 sec): 3 clusters Score: Raw -961664.426040 + Penalty 1755.783647 = -959908.642392 nChanged 76 SP:Iteration 13Q (12262.203124 sec): 3 clusters Score: Raw -961678.597521 + Penalty 1755.783647 = -959922.813873 nChanged 70 SP:Iteration 14Q (12262.227131 sec): 3 clusters Score: Raw -961692.916386 + Penalty 1755.783647 = -959937.132738 nChanged 69 SP:Iteration 15Q (12262.250929 sec): 3 clusters Score: Raw -961707.858069 + Penalty 1755.783647 = -959952.074422 nChanged 68 SP:Iteration 16Q (12262.274889 sec): 3 clusters Score: Raw -961722.445731 + Penalty 1755.783647 = -959966.662084 nChanged 75 SP:Iteration 17Q (12262.298711 sec): 3 clusters Score: Raw -961739.949745 + Penalty 1755.783647 = -959984.166098 nChanged 97 SP:Iteration 18Q (12262.322377 sec): 3 clusters Score: Raw -961762.448837 + Penalty 1755.783647 = -960006.665190 nChanged 81 SP:Iteration 19Q (12262.346154 sec): 3 clusters Score: Raw -961778.755576 + Penalty 1755.783647 = -960022.971928 nChanged 69 SP:Iteration 20F (12262.370448 sec): 3 clusters Score: Raw -961792.081382 + Penalty 1755.783647 = -960036.297735 nChanged 59 SP:Iteration 21Q (12262.394091 sec): 3 clusters Score: Raw -961802.723358 + Penalty 1755.783647 = -960046.939710 nChanged 49 SP:Iteration 22Q (12262.417787 sec): 3 clusters Score: Raw -961811.767304 + Penalty 1755.783647 = -960055.983656 nChanged 50 SP:Iteration 23Q (12262.441499 sec): 3 clusters Score: Raw -961822.482535 + Penalty 1755.783647 = -960066.698888 nChanged 64 SP:Iteration 24Q (12262.465482 sec): 3 clusters Score: Raw -961833.762687 + Penalty 1755.783647 = -960077.979039 nChanged 53 SP:Iteration 25Q (12262.489303 sec): 3 clusters Score: Raw -961843.577350 + Penalty 1755.783647 = -960087.793702 nChanged 60 SP:Iteration 26Q (12262.513169 sec): 3 clusters Score: Raw -961856.344359 + Penalty 1755.783647 = -960100.560712 nChanged 65 SP:Iteration 27Q (12262.536836 sec): 3 clusters Score: Raw -961869.086569 + Penalty 1755.783647 = -960113.302921 nChanged 73 SP:Iteration 28Q (12262.560570 sec): 3 clusters Score: Raw -961884.769630 + Penalty 1755.783647 = -960128.985983 nChanged 78 SP:Iteration 29Q (12262.584294 sec): 3 clusters Score: Raw -961905.415161 + Penalty 1755.783647 = -960149.631514 nChanged 102 SP:Iteration 30Q (12262.608074 sec): 3 clusters Score: Raw -961933.828866 + Penalty 1755.783647 = -960178.045218 nChanged 108 SP:Iteration 31Q (12262.631714 sec): 3 clusters Score: Raw -961964.859934 + Penalty 1755.783647 = -960209.076287 nChanged 129 SP:Iteration 32Q (12262.655296 sec): 3 clusters Score: Raw -962007.193855 + Penalty 1755.783647 = -960251.410207 nChanged 132 SP:Iteration 33Q (12262.678743 sec): 3 clusters Score: Raw -962051.220736 + Penalty 1755.783647 = -960295.437088 nChanged 164 SP:Iteration 34Q (12262.702452 sec): 3 clusters Score: Raw -962099.856977 + Penalty 1755.783647 = -960344.073329 nChanged 147 SP:Iteration 35Q (12262.725950 sec): 3 clusters Score: Raw -962148.509076 + Penalty 1755.783647 = -960392.725428 nChanged 142 SP:Iteration 36Q (12262.749392 sec): 3 clusters Score: Raw -962190.836573 + Penalty 1755.783647 = -960435.052926 nChanged 124 SP:Iteration 37Q (12262.772830 sec): 3 clusters Score: Raw -962226.956837 + Penalty 1755.783647 = -960471.173190 nChanged 116 SP:Iteration 38Q (12262.796564 sec): 3 clusters Score: Raw -962261.039411 + Penalty 1755.783647 = -960505.255764 nChanged 108 SP:Iteration 39Q (12262.820102 sec): 3 clusters Score: Raw -962291.466906 + Penalty 1755.783647 = -960535.683259 nChanged 110 SP:Iteration 40F (12262.844492 sec): 3 clusters Score: Raw -962322.934303 + Penalty 1755.783647 = -960567.150656 nChanged 120 SP:Iteration 41Q (12262.867997 sec): 3 clusters Score: Raw -962357.325947 + Penalty 1755.783647 = -960601.542300 nChanged 100 SP:Iteration 42Q (12262.891462 sec): 3 clusters Score: Raw -962392.379428 + Penalty 1755.783647 = -960636.595781 nChanged 121 SP:Iteration 43Q (12262.915047 sec): 3 clusters Score: Raw -962432.344403 + Penalty 1755.783647 = -960676.560755 nChanged 105 SP:Iteration 44Q (12262.938674 sec): 3 clusters Score: Raw -962459.327103 + Penalty 1755.783647 = -960703.543455 nChanged 100 SP:Iteration 45Q (12262.962410 sec): 3 clusters Score: Raw -962487.747277 + Penalty 1755.783647 = -960731.963629 nChanged 101 SP:Iteration 46Q (12262.986125 sec): 3 clusters Score: Raw -962514.905551 + Penalty 1755.783647 = -960759.121904 nChanged 88 SP:Iteration 47Q (12263.009739 sec): 3 clusters Score: Raw -962538.536423 + Penalty 1755.783647 = -960782.752776 nChanged 94 SP:Iteration 48Q (12263.033319 sec): 3 clusters Score: Raw -962564.055459 + Penalty 1755.783647 = -960808.271812 nChanged 101 SP:Iteration 49Q (12263.056998 sec): 3 clusters Score: Raw -962589.772375 + Penalty 1755.783647 = -960833.988727 nChanged 90 SP:Iteration 50Q (12263.080608 sec): 3 clusters Score: Raw -962614.304464 + Penalty 1755.783647 = -960858.520816 nChanged 101 SP:Iteration 51Q (12263.104484 sec): 3 clusters Score: Raw -962638.499163 + Penalty 1755.783647 = -960882.715515 nChanged 87 SP:Iteration 52Q (12263.128003 sec): 3 clusters Score: Raw -962657.952547 + Penalty 1755.783647 = -960902.168900 nChanged 87 SP:Iteration 53Q (12263.151574 sec): 3 clusters Score: Raw -962677.999652 + Penalty 1755.783647 = -960922.216005 nChanged 68 SP:Iteration 54Q (12263.175294 sec): 3 clusters Score: Raw -962691.792511 + Penalty 1755.783647 = -960936.008864 nChanged 64 SP:Iteration 55Q (12263.198751 sec): 3 clusters Score: Raw -962705.636685 + Penalty 1755.783647 = -960949.853037 nChanged 64 SP:Iteration 56Q (12263.222576 sec): 3 clusters Score: Raw -962717.696746 + Penalty 1755.783647 = -960961.913098 nChanged 57 SP:Iteration 57Q (12263.246152 sec): 3 clusters Score: Raw -962729.977452 + Penalty 1755.783647 = -960974.193804 nChanged 60 SP:Iteration 58Q (12263.269799 sec): 3 clusters Score: Raw -962740.136429 + Penalty 1755.783647 = -960984.352782 nChanged 50 SP:Iteration 59Q (12263.293309 sec): 3 clusters Score: Raw -962748.857304 + Penalty 1755.783647 = -960993.073657 nChanged 48 SP:Iteration 60F (12263.317718 sec): 3 clusters Score: Raw -962757.378261 + Penalty 1755.783647 = -961001.594614 nChanged 44 SP:Iteration 61Q (12263.341392 sec): 3 clusters Score: Raw -962765.236099 + Penalty 1755.783647 = -961009.452451 nChanged 47 SP:Iteration 62Q (12263.365243 sec): 3 clusters Score: Raw -962775.021663 + Penalty 1755.783647 = -961019.238016 nChanged 47 SP:Iteration 63Q (12263.389164 sec): 3 clusters Score: Raw -962783.645693 + Penalty 1755.783647 = -961027.862045 nChanged 46 SP:Iteration 64Q (12263.412704 sec): 3 clusters Score: Raw -962791.043448 + Penalty 1755.783647 = -961035.259801 nChanged 29 SP:Iteration 65Q (12263.436181 sec): 3 clusters Score: Raw -962794.407951 + Penalty 1755.783647 = -961038.624304 nChanged 28 SP:Iteration 66Q (12263.459712 sec): 3 clusters Score: Raw -962798.066332 + Penalty 1755.783647 = -961042.282685 nChanged 24 SP:Iteration 67Q (12263.483349 sec): 3 clusters Score: Raw -962801.311561 + Penalty 1755.783647 = -961045.527913 nChanged 28 SP:Iteration 68Q (12263.507015 sec): 3 clusters Score: Raw -962805.204661 + Penalty 1755.783647 = -961049.421013 nChanged 22 SP:Iteration 69Q (12263.530582 sec): 3 clusters Score: Raw -962807.553236 + Penalty 1755.783647 = -961051.769588 nChanged 22 SP:Iteration 70Q (12263.554034 sec): 3 clusters Score: Raw -962809.721588 + Penalty 1755.783647 = -961053.937941 nChanged 14 SP:Iteration 71Q (12263.577752 sec): 3 clusters Score: Raw -962810.958928 + Penalty 1755.783647 = -961055.175280 nChanged 12 SP:Iteration 72Q (12263.601260 sec): 3 clusters Score: Raw -962812.583689 + Penalty 1755.783647 = -961056.800041 nChanged 17 SP:Iteration 73Q (12263.624704 sec): 3 clusters Score: Raw -962814.191442 + Penalty 1755.783647 = -961058.407794 nChanged 11 SP:Iteration 74Q (12263.648175 sec): 3 clusters Score: Raw -962815.128590 + Penalty 1755.783647 = -961059.344943 nChanged 16 SP:Iteration 75Q (12263.671535 sec): 3 clusters Score: Raw -962816.844959 + Penalty 1755.783647 = -961061.061311 nChanged 17 SP:Iteration 76Q (12263.694968 sec): 3 clusters Score: Raw -962818.332363 + Penalty 1755.783647 = -961062.548716 nChanged 19 SP:Iteration 77Q (12263.718343 sec): 3 clusters Score: Raw -962820.132552 + Penalty 1755.783647 = -961064.348905 nChanged 13 SP:Iteration 78Q (12263.741841 sec): 3 clusters Score: Raw -962821.301409 + Penalty 1755.783647 = -961065.517762 nChanged 7 SP:Iteration 79Q (12263.765362 sec): 3 clusters Score: Raw -962822.192361 + Penalty 1755.783647 = -961066.408713 nChanged 7 SP:Iteration 80F (12263.789767 sec): 3 clusters Score: Raw -962822.775378 + Penalty 1755.783647 = -961066.991730 nChanged 6 SP:Iteration 81Q (12263.813286 sec): 3 clusters Score: Raw -962823.259792 + Penalty 1755.783647 = -961067.476145 nChanged 2 SP:Iteration 82Q (12263.836893 sec): 3 clusters Score: Raw -962823.370385 + Penalty 1755.783647 = -961067.586738 nChanged 2 SP:Iteration 83Q (12263.860373 sec): 3 clusters Score: Raw -962823.474879 + Penalty 1755.783647 = -961067.691231 nChanged 4 SP:Iteration 84Q (12263.883964 sec): 3 clusters Score: Raw -962823.790454 + Penalty 1755.783647 = -961068.006806 nChanged 5 SP:Iteration 85Q (12263.907544 sec): 3 clusters Score: Raw -962824.160379 + Penalty 1755.783647 = -961068.376732 nChanged 5 SP:Iteration 86Q (12263.930895 sec): 3 clusters Score: Raw -962824.850819 + Penalty 1755.783647 = -961069.067172 nChanged 12 SP:Iteration 87Q (12263.954384 sec): 3 clusters Score: Raw -962826.423706 + Penalty 1755.783647 = -961070.640058 nChanged 11 SP:Iteration 88Q (12263.977879 sec): 3 clusters Score: Raw -962827.644482 + Penalty 1755.783647 = -961071.860835 nChanged 13 SP:Iteration 89Q (12264.001326 sec): 3 clusters Score: Raw -962828.646279 + Penalty 1755.783647 = -961072.862631 nChanged 16 SP:Iteration 90Q (12264.024700 sec): 3 clusters Score: Raw -962830.158122 + Penalty 1755.783647 = -961074.374475 nChanged 11 SP:Iteration 91Q (12264.048171 sec): 3 clusters Score: Raw -962831.466469 + Penalty 1755.783647 = -961075.682822 nChanged 18 SP:Iteration 92Q (12264.071592 sec): 3 clusters Score: Raw -962833.509810 + Penalty 1755.783647 = -961077.726163 nChanged 16 SP:Iteration 93Q (12264.094899 sec): 3 clusters Score: Raw -962835.048564 + Penalty 1755.783647 = -961079.264916 nChanged 11 SP:Iteration 94Q (12264.118247 sec): 3 clusters Score: Raw -962836.357741 + Penalty 1755.783647 = -961080.574094 nChanged 13 SP:Iteration 95Q (12264.141533 sec): 3 clusters Score: Raw -962837.780107 + Penalty 1755.783647 = -961081.996460 nChanged 12 SP:Iteration 96Q (12264.165050 sec): 3 clusters Score: Raw -962839.276719 + Penalty 1755.783647 = -961083.493072 nChanged 11 SP:Iteration 97Q (12264.188279 sec): 3 clusters Score: Raw -962840.795818 + Penalty 1755.783647 = -961085.012171 nChanged 14 SP:Iteration 98Q (12264.211552 sec): 3 clusters Score: Raw -962842.122396 + Penalty 1755.783647 = -961086.338749 nChanged 4 SP:Iteration 99Q (12264.234780 sec): 3 clusters Score: Raw -962842.380968 + Penalty 1755.783647 = -961086.597321 nChanged 2 SP:Iteration 100F (12264.259032 sec): 3 clusters Score: Raw -962842.675091 + Penalty 1755.783647 = -961086.891444 nChanged 3 SP:Iteration 101Q (12264.282362 sec): 3 clusters Score: Raw -962843.002795 + Penalty 1755.783647 = -961087.219147 nChanged 5 SP:Iteration 102Q (12264.318396 sec): 3 clusters Score: Raw -962843.380597 + Penalty 1755.783647 = -961087.596949 nChanged 3 SP:Iteration 103Q (12264.369769 sec): 3 clusters Score: Raw -962843.471172 + Penalty 1755.783647 = -961087.687524 nChanged 5 SP:Iteration 104Q (12264.395682 sec): 3 clusters Score: Raw -962843.821591 + Penalty 1755.783647 = -961088.037943 nChanged 4 SP:Iteration 105Q (12264.420712 sec): 3 clusters Score: Raw -962844.008071 + Penalty 1755.783647 = -961088.224424 nChanged 0 SP:Iteration 106F (12264.444957 sec): 3 clusters Score: Raw -962844.008071 + Penalty 1755.783647 = -961088.224424 nChanged 0 Trying to split cluster 5 (39126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12264.496725 sec): 2 clusters Score: Raw -3413334.519200 + Penalty 1004.581536 = -3412329.937664 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12264.559455 sec): 3 clusters Score: Raw -3388227.593460 + Penalty 2009.163072 = -3386218.430388 nChanged 18602 SP:Iteration 1F (12264.617191 sec): 3 clusters Score: Raw -3398998.682685 + Penalty 2009.163072 = -3396989.519612 nChanged 1904 SP:Iteration 2Q (12264.701150 sec): 3 clusters Score: Raw -3399737.997809 + Penalty 2009.163072 = -3397728.834736 nChanged 2179 SP:Iteration 3F (12264.757916 sec): 3 clusters Score: Raw -3400761.871639 + Penalty 2009.163072 = -3398752.708567 nChanged 2425 SP:Iteration 4F (12264.815672 sec): 3 clusters Score: Raw -3402043.108226 + Penalty 2009.163072 = -3400033.945153 nChanged 2535 SP:Iteration 5F (12264.873256 sec): 3 clusters Score: Raw -3403520.620868 + Penalty 2009.163072 = -3401511.457796 nChanged 2619 SP:Iteration 6F (12264.930831 sec): 3 clusters Score: Raw -3405076.622368 + Penalty 2009.163072 = -3403067.459296 nChanged 2330 SP:Iteration 7F (12264.988391 sec): 3 clusters Score: Raw -3406637.896970 + Penalty 2009.163072 = -3404628.733897 nChanged 2054 SP:Iteration 8F (12265.045842 sec): 3 clusters Score: Raw -3408117.406353 + Penalty 2009.163072 = -3406108.243281 nChanged 1624 SP:Iteration 9Q (12265.104677 sec): 3 clusters Score: Raw -3409124.665357 + Penalty 2009.163072 = -3407115.502284 nChanged 1198 SP:Iteration 10Q (12265.162135 sec): 3 clusters Score: Raw -3409791.948777 + Penalty 2009.163072 = -3407782.785705 nChanged 880 SP:Iteration 11Q (12265.218722 sec): 3 clusters Score: Raw -3410243.298785 + Penalty 2009.163072 = -3408234.135713 nChanged 754 SP:Iteration 12Q (12265.274643 sec): 3 clusters Score: Raw -3410614.041403 + Penalty 2009.163072 = -3408604.878330 nChanged 716 SP:Iteration 13Q (12265.329586 sec): 3 clusters Score: Raw -3410947.893215 + Penalty 2009.163072 = -3408938.730143 nChanged 693 SP:Iteration 14Q (12265.383578 sec): 3 clusters Score: Raw -3411270.461783 + Penalty 2009.163072 = -3409261.298711 nChanged 648 SP:Iteration 15Q (12265.436993 sec): 3 clusters Score: Raw -3411554.607825 + Penalty 2009.163072 = -3409545.444752 nChanged 615 SP:Iteration 16Q (12265.489960 sec): 3 clusters Score: Raw -3411832.188967 + Penalty 2009.163072 = -3409823.025895 nChanged 586 SP:Iteration 17Q (12265.554304 sec): 3 clusters Score: Raw -3412108.536896 + Penalty 2009.163072 = -3410099.373823 nChanged 534 SP:Iteration 18Q (12265.609362 sec): 3 clusters Score: Raw -3412361.798998 + Penalty 2009.163072 = -3410352.635926 nChanged 464 SP:Iteration 19Q (12265.660516 sec): 3 clusters Score: Raw -3412570.002498 + Penalty 2009.163072 = -3410560.839426 nChanged 382 SP:Iteration 20F (12265.716586 sec): 3 clusters Score: Raw -3412739.524142 + Penalty 2009.163072 = -3410730.361069 nChanged 352 SP:Iteration 21Q (12265.768716 sec): 3 clusters Score: Raw -3412901.306292 + Penalty 2009.163072 = -3410892.143219 nChanged 315 SP:Iteration 22Q (12265.818367 sec): 3 clusters Score: Raw -3413046.575230 + Penalty 2009.163072 = -3411037.412158 nChanged 277 SP:Iteration 23Q (12265.867699 sec): 3 clusters Score: Raw -3413184.639234 + Penalty 2009.163072 = -3411175.476161 nChanged 235 SP:Iteration 24Q (12265.916713 sec): 3 clusters Score: Raw -3413295.626720 + Penalty 2009.163072 = -3411286.463648 nChanged 199 SP:Iteration 25Q (12265.965289 sec): 3 clusters Score: Raw -3413388.475813 + Penalty 2009.163072 = -3411379.312741 nChanged 179 SP:Iteration 26Q (12266.013582 sec): 3 clusters Score: Raw -3413477.484056 + Penalty 2009.163072 = -3411468.320983 nChanged 146 SP:Iteration 27Q (12266.061802 sec): 3 clusters Score: Raw -3413547.013636 + Penalty 2009.163072 = -3411537.850564 nChanged 129 SP:Iteration 28Q (12266.110032 sec): 3 clusters Score: Raw -3413623.089757 + Penalty 2009.163072 = -3411613.926684 nChanged 128 SP:Iteration 29Q (12266.157811 sec): 3 clusters Score: Raw -3413705.937433 + Penalty 2009.163072 = -3411696.774360 nChanged 105 SP:Iteration 30Q (12266.205471 sec): 3 clusters Score: Raw -3413768.954061 + Penalty 2009.163072 = -3411759.790988 nChanged 80 SP:Iteration 31Q (12266.253059 sec): 3 clusters Score: Raw -3413815.286576 + Penalty 2009.163072 = -3411806.123504 nChanged 83 SP:Iteration 32Q (12266.300559 sec): 3 clusters Score: Raw -3413860.118243 + Penalty 2009.163072 = -3411850.955171 nChanged 70 SP:Iteration 33Q (12266.347886 sec): 3 clusters Score: Raw -3413897.292846 + Penalty 2009.163072 = -3411888.129774 nChanged 56 SP:Iteration 34Q (12266.395312 sec): 3 clusters Score: Raw -3413925.755088 + Penalty 2009.163072 = -3411916.592015 nChanged 43 SP:Iteration 35Q (12266.442507 sec): 3 clusters Score: Raw -3413945.322895 + Penalty 2009.163072 = -3411936.159822 nChanged 38 SP:Iteration 36Q (12266.490044 sec): 3 clusters Score: Raw -3413962.563149 + Penalty 2009.163072 = -3411953.400077 nChanged 31 SP:Iteration 37Q (12266.537408 sec): 3 clusters Score: Raw -3413972.989549 + Penalty 2009.163072 = -3411963.826477 nChanged 20 SP:Iteration 38Q (12266.584766 sec): 3 clusters Score: Raw -3413980.286004 + Penalty 2009.163072 = -3411971.122932 nChanged 20 SP:Iteration 39Q (12266.632250 sec): 3 clusters Score: Raw -3413984.891581 + Penalty 2009.163072 = -3411975.728509 nChanged 11 SP:Iteration 40F (12266.688070 sec): 3 clusters Score: Raw -3413988.006303 + Penalty 2009.163072 = -3411978.843230 nChanged 6 SP:Iteration 41Q (12266.737083 sec): 3 clusters Score: Raw -3413989.978079 + Penalty 2009.163072 = -3411980.815007 nChanged 7 SP:Iteration 42Q (12266.784436 sec): 3 clusters Score: Raw -3413991.497903 + Penalty 2009.163072 = -3411982.334830 nChanged 6 SP:Iteration 43Q (12266.831747 sec): 3 clusters Score: Raw -3413993.064392 + Penalty 2009.163072 = -3411983.901320 nChanged 5 SP:Iteration 44Q (12266.879186 sec): 3 clusters Score: Raw -3413993.711240 + Penalty 2009.163072 = -3411984.548167 nChanged 1 SP:Iteration 45Q (12266.926706 sec): 3 clusters Score: Raw -3413993.931792 + Penalty 2009.163072 = -3411984.768720 nChanged 1 SP:Iteration 46Q (12266.973950 sec): 3 clusters Score: Raw -3413994.058067 + Penalty 2009.163072 = -3411984.894994 nChanged 2 SP:Iteration 47Q (12267.021399 sec): 3 clusters Score: Raw -3413994.217557 + Penalty 2009.163072 = -3411985.054485 nChanged 1 SP:Iteration 48Q (12267.069098 sec): 3 clusters Score: Raw -3413994.482826 + Penalty 2009.163072 = -3411985.319754 nChanged 3 SP:Iteration 49Q (12267.116011 sec): 3 clusters Score: Raw -3413995.503821 + Penalty 2009.163072 = -3411986.340748 nChanged 5 SP:Iteration 50Q (12267.163388 sec): 3 clusters Score: Raw -3413996.247342 + Penalty 2009.163072 = -3411987.084269 nChanged 4 SP:Iteration 51Q (12267.210746 sec): 3 clusters Score: Raw -3413997.373239 + Penalty 2009.163072 = -3411988.210166 nChanged 2 SP:Iteration 52Q (12267.257880 sec): 3 clusters Score: Raw -3413997.619903 + Penalty 2009.163072 = -3411988.456831 nChanged 2 SP:Iteration 53Q (12267.305122 sec): 3 clusters Score: Raw -3413998.002300 + Penalty 2009.163072 = -3411988.839227 nChanged 3 SP:Iteration 54Q (12267.352541 sec): 3 clusters Score: Raw -3413998.381542 + Penalty 2009.163072 = -3411989.218469 nChanged 1 SP:Iteration 55Q (12267.400124 sec): 3 clusters Score: Raw -3413998.480320 + Penalty 2009.163072 = -3411989.317248 nChanged 1 SP:Iteration 56Q (12267.447549 sec): 3 clusters Score: Raw -3413998.669712 + Penalty 2009.163072 = -3411989.506640 nChanged 1 SP:Iteration 57Q (12267.494739 sec): 3 clusters Score: Raw -3413999.074830 + Penalty 2009.163072 = -3411989.911757 nChanged 1 SP:Iteration 58Q (12267.542133 sec): 3 clusters Score: Raw -3413999.662394 + Penalty 2009.163072 = -3411990.499321 nChanged 3 SP:Iteration 59Q (12267.589522 sec): 3 clusters Score: Raw -3414000.527154 + Penalty 2009.163072 = -3411991.364081 nChanged 1 SP:Iteration 60F (12267.645428 sec): 3 clusters Score: Raw -3414000.877035 + Penalty 2009.163072 = -3411991.713962 nChanged 2 SP:Iteration 61Q (12267.694244 sec): 3 clusters Score: Raw -3414001.797690 + Penalty 2009.163072 = -3411992.634617 nChanged 2 SP:Iteration 62Q (12267.741632 sec): 3 clusters Score: Raw -3414002.729600 + Penalty 2009.163072 = -3411993.566527 nChanged 4 SP:Iteration 63Q (12267.789108 sec): 3 clusters Score: Raw -3414003.486420 + Penalty 2009.163072 = -3411994.323348 nChanged 3 SP:Iteration 64Q (12267.836557 sec): 3 clusters Score: Raw -3414004.216670 + Penalty 2009.163072 = -3411995.053598 nChanged 3 SP:Iteration 65Q (12267.883795 sec): 3 clusters Score: Raw -3414005.646428 + Penalty 2009.163072 = -3411996.483356 nChanged 4 SP:Iteration 66Q (12267.930919 sec): 3 clusters Score: Raw -3414007.102150 + Penalty 2009.163072 = -3411997.939077 nChanged 2 SP:Iteration 67Q (12267.978240 sec): 3 clusters Score: Raw -3414007.242943 + Penalty 2009.163072 = -3411998.079871 nChanged 0 SP:Iteration 68F (12268.034004 sec): 3 clusters Score: Raw -3414007.242943 + Penalty 2009.163072 = -3411998.079871 nChanged 0 Trying to split cluster 6 (27374 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12268.065178 sec): 2 clusters Score: Raw -2586570.451013 + Penalty 970.648149 = -2585599.802864 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12268.112143 sec): 3 clusters Score: Raw -2569286.193221 + Penalty 1941.296298 = -2567344.896923 nChanged 12798 SP:Iteration 1F (12268.156055 sec): 3 clusters Score: Raw -2576619.149045 + Penalty 1941.296298 = -2574677.852747 nChanged 1210 SP:Iteration 2Q (12268.200705 sec): 3 clusters Score: Raw -2577053.512591 + Penalty 1941.296298 = -2575112.216293 nChanged 1228 SP:Iteration 3Q (12268.245051 sec): 3 clusters Score: Raw -2577582.681464 + Penalty 1941.296298 = -2575641.385166 nChanged 1388 SP:Iteration 4F (12268.288842 sec): 3 clusters Score: Raw -2578309.300802 + Penalty 1941.296298 = -2576368.004504 nChanged 1593 SP:Iteration 5F (12268.332804 sec): 3 clusters Score: Raw -2579342.572518 + Penalty 1941.296298 = -2577401.276220 nChanged 1686 SP:Iteration 6F (12268.376978 sec): 3 clusters Score: Raw -2580472.278401 + Penalty 1941.296298 = -2578530.982103 nChanged 1583 SP:Iteration 7F (12268.420902 sec): 3 clusters Score: Raw -2581447.919156 + Penalty 1941.296298 = -2579506.622858 nChanged 1336 SP:Iteration 8Q (12268.464868 sec): 3 clusters Score: Raw -2582117.537993 + Penalty 1941.296298 = -2580176.241695 nChanged 1009 SP:Iteration 9Q (12268.508752 sec): 3 clusters Score: Raw -2582472.873536 + Penalty 1941.296298 = -2580531.577238 nChanged 652 SP:Iteration 10Q (12268.552025 sec): 3 clusters Score: Raw -2582616.163687 + Penalty 1941.296298 = -2580674.867389 nChanged 389 SP:Iteration 11Q (12268.594911 sec): 3 clusters Score: Raw -2582684.465546 + Penalty 1941.296298 = -2580743.169248 nChanged 292 SP:Iteration 12Q (12268.638308 sec): 3 clusters Score: Raw -2582727.612668 + Penalty 1941.296298 = -2580786.316370 nChanged 239 SP:Iteration 13Q (12268.681385 sec): 3 clusters Score: Raw -2582763.074247 + Penalty 1941.296298 = -2580821.777949 nChanged 215 SP:Iteration 14Q (12268.743584 sec): 3 clusters Score: Raw -2582792.682788 + Penalty 1941.296298 = -2580851.386490 nChanged 175 SP:Iteration 15Q (12268.788762 sec): 3 clusters Score: Raw -2582814.821608 + Penalty 1941.296298 = -2580873.525310 nChanged 164 SP:Iteration 16Q (12268.833114 sec): 3 clusters Score: Raw -2582834.112094 + Penalty 1941.296298 = -2580892.815796 nChanged 149 SP:Iteration 17Q (12268.877485 sec): 3 clusters Score: Raw -2582852.639482 + Penalty 1941.296298 = -2580911.343184 nChanged 146 SP:Iteration 18Q (12268.920476 sec): 3 clusters Score: Raw -2582869.985306 + Penalty 1941.296298 = -2580928.689008 nChanged 137 SP:Iteration 19Q (12268.963448 sec): 3 clusters Score: Raw -2582886.811875 + Penalty 1941.296298 = -2580945.515577 nChanged 152 SP:Iteration 20F (12269.007194 sec): 3 clusters Score: Raw -2582904.748693 + Penalty 1941.296298 = -2580963.452395 nChanged 163 SP:Iteration 21Q (12269.050578 sec): 3 clusters Score: Raw -2582923.804912 + Penalty 1941.296298 = -2580982.508614 nChanged 149 SP:Iteration 22Q (12269.093745 sec): 3 clusters Score: Raw -2582941.121574 + Penalty 1941.296298 = -2580999.825276 nChanged 142 SP:Iteration 23Q (12269.136756 sec): 3 clusters Score: Raw -2582956.862554 + Penalty 1941.296298 = -2581015.566256 nChanged 156 SP:Iteration 24Q (12269.179597 sec): 3 clusters Score: Raw -2582976.368277 + Penalty 1941.296298 = -2581035.071979 nChanged 157 SP:Iteration 25Q (12269.222449 sec): 3 clusters Score: Raw -2582994.215999 + Penalty 1941.296298 = -2581052.919701 nChanged 160 SP:Iteration 26Q (12269.265272 sec): 3 clusters Score: Raw -2583016.242183 + Penalty 1941.296298 = -2581074.945885 nChanged 174 SP:Iteration 27Q (12269.308092 sec): 3 clusters Score: Raw -2583039.486865 + Penalty 1941.296298 = -2581098.190567 nChanged 177 SP:Iteration 28Q (12269.351166 sec): 3 clusters Score: Raw -2583063.038168 + Penalty 1941.296298 = -2581121.741870 nChanged 189 SP:Iteration 29Q (12269.394056 sec): 3 clusters Score: Raw -2583091.005097 + Penalty 1941.296298 = -2581149.708799 nChanged 231 SP:Iteration 30Q (12269.436949 sec): 3 clusters Score: Raw -2583126.480914 + Penalty 1941.296298 = -2581185.184616 nChanged 217 SP:Iteration 31Q (12269.479874 sec): 3 clusters Score: Raw -2583159.327987 + Penalty 1941.296298 = -2581218.031689 nChanged 219 SP:Iteration 32Q (12269.522775 sec): 3 clusters Score: Raw -2583192.005966 + Penalty 1941.296298 = -2581250.709668 nChanged 218 SP:Iteration 33Q (12269.565538 sec): 3 clusters Score: Raw -2583225.494845 + Penalty 1941.296298 = -2581284.198547 nChanged 232 SP:Iteration 34Q (12269.608534 sec): 3 clusters Score: Raw -2583261.935862 + Penalty 1941.296298 = -2581320.639564 nChanged 253 SP:Iteration 35Q (12269.651223 sec): 3 clusters Score: Raw -2583309.689329 + Penalty 1941.296298 = -2581368.393031 nChanged 297 SP:Iteration 36Q (12269.693922 sec): 3 clusters Score: Raw -2583374.447324 + Penalty 1941.296298 = -2581433.151026 nChanged 342 SP:Iteration 37Q (12269.736672 sec): 3 clusters Score: Raw -2583446.159253 + Penalty 1941.296298 = -2581504.862955 nChanged 332 SP:Iteration 38Q (12269.779156 sec): 3 clusters Score: Raw -2583518.066761 + Penalty 1941.296298 = -2581576.770463 nChanged 351 SP:Iteration 39Q (12269.821658 sec): 3 clusters Score: Raw -2583603.137058 + Penalty 1941.296298 = -2581661.840760 nChanged 367 SP:Iteration 40F (12269.865515 sec): 3 clusters Score: Raw -2583701.818780 + Penalty 1941.296298 = -2581760.522482 nChanged 398 SP:Iteration 41Q (12269.908563 sec): 3 clusters Score: Raw -2583823.779791 + Penalty 1941.296298 = -2581882.483493 nChanged 426 SP:Iteration 42Q (12269.951301 sec): 3 clusters Score: Raw -2583965.217539 + Penalty 1941.296298 = -2582023.921241 nChanged 436 SP:Iteration 43Q (12269.993833 sec): 3 clusters Score: Raw -2584106.399179 + Penalty 1941.296298 = -2582165.102881 nChanged 446 SP:Iteration 44Q (12270.036426 sec): 3 clusters Score: Raw -2584256.509824 + Penalty 1941.296298 = -2582315.213526 nChanged 460 SP:Iteration 45Q (12270.078503 sec): 3 clusters Score: Raw -2584414.402172 + Penalty 1941.296298 = -2582473.105874 nChanged 475 SP:Iteration 46Q (12270.120358 sec): 3 clusters Score: Raw -2584581.998490 + Penalty 1941.296298 = -2582640.702192 nChanged 443 SP:Iteration 47Q (12270.162250 sec): 3 clusters Score: Raw -2584738.998235 + Penalty 1941.296298 = -2582797.701937 nChanged 446 SP:Iteration 48Q (12270.203985 sec): 3 clusters Score: Raw -2584901.975899 + Penalty 1941.296298 = -2582960.679601 nChanged 409 SP:Iteration 49Q (12270.245362 sec): 3 clusters Score: Raw -2585043.813373 + Penalty 1941.296298 = -2583102.517075 nChanged 395 SP:Iteration 50Q (12270.286185 sec): 3 clusters Score: Raw -2585174.182913 + Penalty 1941.296298 = -2583232.886615 nChanged 373 SP:Iteration 51Q (12270.327171 sec): 3 clusters Score: Raw -2585288.446008 + Penalty 1941.296298 = -2583347.149710 nChanged 346 SP:Iteration 52Q (12270.367823 sec): 3 clusters Score: Raw -2585391.359247 + Penalty 1941.296298 = -2583450.062949 nChanged 326 SP:Iteration 53Q (12270.407941 sec): 3 clusters Score: Raw -2585489.430759 + Penalty 1941.296298 = -2583548.134461 nChanged 317 SP:Iteration 54Q (12270.447967 sec): 3 clusters Score: Raw -2585585.066809 + Penalty 1941.296298 = -2583643.770511 nChanged 309 SP:Iteration 55Q (12270.487721 sec): 3 clusters Score: Raw -2585682.129892 + Penalty 1941.296298 = -2583740.833594 nChanged 315 SP:Iteration 56Q (12270.527610 sec): 3 clusters Score: Raw -2585791.282410 + Penalty 1941.296298 = -2583849.986112 nChanged 310 SP:Iteration 57Q (12270.567231 sec): 3 clusters Score: Raw -2585902.601447 + Penalty 1941.296298 = -2583961.305149 nChanged 297 SP:Iteration 58Q (12270.606480 sec): 3 clusters Score: Raw -2586004.966784 + Penalty 1941.296298 = -2584063.670486 nChanged 253 SP:Iteration 59Q (12270.645558 sec): 3 clusters Score: Raw -2586085.652524 + Penalty 1941.296298 = -2584144.356226 nChanged 222 SP:Iteration 60F (12270.689270 sec): 3 clusters Score: Raw -2586162.051893 + Penalty 1941.296298 = -2584220.755595 nChanged 195 SP:Iteration 61Q (12270.728907 sec): 3 clusters Score: Raw -2586222.029655 + Penalty 1941.296298 = -2584280.733357 nChanged 175 SP:Iteration 62Q (12270.767825 sec): 3 clusters Score: Raw -2586277.303594 + Penalty 1941.296298 = -2584336.007296 nChanged 156 SP:Iteration 63Q (12270.806503 sec): 3 clusters Score: Raw -2586328.990710 + Penalty 1941.296298 = -2584387.694412 nChanged 151 SP:Iteration 64Q (12270.845311 sec): 3 clusters Score: Raw -2586378.391279 + Penalty 1941.296298 = -2584437.094981 nChanged 149 SP:Iteration 65Q (12270.883827 sec): 3 clusters Score: Raw -2586430.215068 + Penalty 1941.296298 = -2584488.918770 nChanged 149 SP:Iteration 66Q (12270.922189 sec): 3 clusters Score: Raw -2586482.147722 + Penalty 1941.296298 = -2584540.851424 nChanged 94 SP:Iteration 67Q (12270.960436 sec): 3 clusters Score: Raw -2586511.833416 + Penalty 1941.296298 = -2584570.537118 nChanged 99 SP:Iteration 68Q (12270.998506 sec): 3 clusters Score: Raw -2586544.996429 + Penalty 1941.296298 = -2584603.700131 nChanged 108 SP:Iteration 69Q (12271.036468 sec): 3 clusters Score: Raw -2586580.081166 + Penalty 1941.296298 = -2584638.784868 nChanged 100 SP:Iteration 70Q (12271.074510 sec): 3 clusters Score: Raw -2586613.695151 + Penalty 1941.296298 = -2584672.398853 nChanged 91 SP:Iteration 71Q (12271.112599 sec): 3 clusters Score: Raw -2586644.163850 + Penalty 1941.296298 = -2584702.867552 nChanged 76 SP:Iteration 72Q (12271.150350 sec): 3 clusters Score: Raw -2586669.659826 + Penalty 1941.296298 = -2584728.363528 nChanged 61 SP:Iteration 73Q (12271.188024 sec): 3 clusters Score: Raw -2586689.041058 + Penalty 1941.296298 = -2584747.744760 nChanged 45 SP:Iteration 74Q (12271.225654 sec): 3 clusters Score: Raw -2586699.684832 + Penalty 1941.296298 = -2584758.388534 nChanged 41 SP:Iteration 75Q (12271.263216 sec): 3 clusters Score: Raw -2586713.844729 + Penalty 1941.296298 = -2584772.548431 nChanged 40 SP:Iteration 76Q (12271.300978 sec): 3 clusters Score: Raw -2586726.294986 + Penalty 1941.296298 = -2584784.998688 nChanged 40 SP:Iteration 77Q (12271.338497 sec): 3 clusters Score: Raw -2586739.511402 + Penalty 1941.296298 = -2584798.215104 nChanged 44 SP:Iteration 78Q (12271.376136 sec): 3 clusters Score: Raw -2586757.565896 + Penalty 1941.296298 = -2584816.269598 nChanged 47 SP:Iteration 79Q (12271.413134 sec): 3 clusters Score: Raw -2586776.550966 + Penalty 1941.296298 = -2584835.254668 nChanged 35 SP:Iteration 80F (12271.456432 sec): 3 clusters Score: Raw -2586791.144555 + Penalty 1941.296298 = -2584849.848257 nChanged 27 SP:Iteration 81Q (12271.493900 sec): 3 clusters Score: Raw -2586799.136168 + Penalty 1941.296298 = -2584857.839870 nChanged 23 SP:Iteration 82Q (12271.531008 sec): 3 clusters Score: Raw -2586806.099203 + Penalty 1941.296298 = -2584864.802905 nChanged 21 SP:Iteration 83Q (12271.568067 sec): 3 clusters Score: Raw -2586812.489557 + Penalty 1941.296298 = -2584871.193259 nChanged 21 SP:Iteration 84Q (12271.605099 sec): 3 clusters Score: Raw -2586818.269176 + Penalty 1941.296298 = -2584876.972878 nChanged 17 SP:Iteration 85Q (12271.642004 sec): 3 clusters Score: Raw -2586823.190452 + Penalty 1941.296298 = -2584881.894154 nChanged 11 SP:Iteration 86Q (12271.678844 sec): 3 clusters Score: Raw -2586825.046724 + Penalty 1941.296298 = -2584883.750426 nChanged 10 SP:Iteration 87Q (12271.715796 sec): 3 clusters Score: Raw -2586827.107416 + Penalty 1941.296298 = -2584885.811118 nChanged 9 SP:Iteration 88Q (12271.752533 sec): 3 clusters Score: Raw -2586829.820441 + Penalty 1941.296298 = -2584888.524143 nChanged 8 SP:Iteration 89Q (12271.789471 sec): 3 clusters Score: Raw -2586831.887787 + Penalty 1941.296298 = -2584890.591489 nChanged 8 SP:Iteration 90Q (12271.826366 sec): 3 clusters Score: Raw -2586834.147839 + Penalty 1941.296298 = -2584892.851541 nChanged 4 SP:Iteration 91Q (12271.863258 sec): 3 clusters Score: Raw -2586835.283670 + Penalty 1941.296298 = -2584893.987372 nChanged 2 SP:Iteration 92Q (12271.900224 sec): 3 clusters Score: Raw -2586835.746957 + Penalty 1941.296298 = -2584894.450659 nChanged 0 SP:Iteration 93F (12271.943452 sec): 3 clusters Score: Raw -2586835.746957 + Penalty 1941.296298 = -2584894.450659 nChanged 0 Trying to split cluster 7 (81687 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12272.038762 sec): 2 clusters Score: Raw -7715119.109252 + Penalty 1074.511764 = -7714044.597488 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12272.148353 sec): 3 clusters Score: Raw -7661505.739085 + Penalty 2149.023528 = -7659356.715557 nChanged 39363 SP:Iteration 1F (12272.256313 sec): 3 clusters Score: Raw -7686136.083415 + Penalty 2149.023528 = -7683987.059887 nChanged 4327 SP:Iteration 2F (12272.364283 sec): 3 clusters Score: Raw -7688304.655020 + Penalty 2149.023528 = -7686155.631491 nChanged 4965 SP:Iteration 3F (12272.471957 sec): 3 clusters Score: Raw -7691418.397311 + Penalty 2149.023528 = -7689269.373783 nChanged 5491 SP:Iteration 4F (12272.579786 sec): 3 clusters Score: Raw -7695465.701977 + Penalty 2149.023528 = -7693316.678448 nChanged 5539 SP:Iteration 5F (12272.687553 sec): 3 clusters Score: Raw -7699817.752918 + Penalty 2149.023528 = -7697668.729389 nChanged 4845 SP:Iteration 6F (12272.806665 sec): 3 clusters Score: Raw -7703419.113280 + Penalty 2149.023528 = -7701270.089751 nChanged 3826 SP:Iteration 7Q (12272.916957 sec): 3 clusters Score: Raw -7705906.924667 + Penalty 2149.023528 = -7703757.901138 nChanged 2802 SP:Iteration 8Q (12273.025526 sec): 3 clusters Score: Raw -7707528.119701 + Penalty 2149.023528 = -7705379.096173 nChanged 2113 SP:Iteration 9Q (12273.130679 sec): 3 clusters Score: Raw -7708657.130938 + Penalty 2149.023528 = -7706508.107410 nChanged 1681 SP:Iteration 10Q (12273.233870 sec): 3 clusters Score: Raw -7709537.606937 + Penalty 2149.023528 = -7707388.583408 nChanged 1509 SP:Iteration 11Q (12273.335820 sec): 3 clusters Score: Raw -7710323.280686 + Penalty 2149.023528 = -7708174.257157 nChanged 1308 SP:Iteration 12Q (12273.436586 sec): 3 clusters Score: Raw -7711012.580265 + Penalty 2149.023528 = -7708863.556737 nChanged 1168 SP:Iteration 13Q (12273.535995 sec): 3 clusters Score: Raw -7711592.644373 + Penalty 2149.023528 = -7709443.620845 nChanged 1037 SP:Iteration 14Q (12273.634013 sec): 3 clusters Score: Raw -7712106.814826 + Penalty 2149.023528 = -7709957.791298 nChanged 899 SP:Iteration 15Q (12273.730506 sec): 3 clusters Score: Raw -7712554.985144 + Penalty 2149.023528 = -7710405.961616 nChanged 755 SP:Iteration 16Q (12273.825814 sec): 3 clusters Score: Raw -7712934.712871 + Penalty 2149.023528 = -7710785.689342 nChanged 684 SP:Iteration 17Q (12273.920392 sec): 3 clusters Score: Raw -7713313.339371 + Penalty 2149.023528 = -7711164.315843 nChanged 612 SP:Iteration 18Q (12274.014554 sec): 3 clusters Score: Raw -7713677.283063 + Penalty 2149.023528 = -7711528.259534 nChanged 531 SP:Iteration 19Q (12274.107775 sec): 3 clusters Score: Raw -7714008.205087 + Penalty 2149.023528 = -7711859.181558 nChanged 455 SP:Iteration 20F (12274.215352 sec): 3 clusters Score: Raw -7714300.960591 + Penalty 2149.023528 = -7712151.937063 nChanged 406 SP:Iteration 21Q (12274.307186 sec): 3 clusters Score: Raw -7714569.079599 + Penalty 2149.023528 = -7712420.056071 nChanged 307 SP:Iteration 22Q (12274.398663 sec): 3 clusters Score: Raw -7714753.825874 + Penalty 2149.023528 = -7712604.802346 nChanged 242 SP:Iteration 23Q (12274.489978 sec): 3 clusters Score: Raw -7714892.983574 + Penalty 2149.023528 = -7712743.960046 nChanged 224 SP:Iteration 24Q (12274.580834 sec): 3 clusters Score: Raw -7715011.106377 + Penalty 2149.023528 = -7712862.082849 nChanged 217 SP:Iteration 25Q (12274.671577 sec): 3 clusters Score: Raw -7715117.053848 + Penalty 2149.023528 = -7712968.030319 nChanged 177 SP:Iteration 26Q (12274.762204 sec): 3 clusters Score: Raw -7715194.394743 + Penalty 2149.023528 = -7713045.371215 nChanged 174 SP:Iteration 27Q (12274.857819 sec): 3 clusters Score: Raw -7715268.953556 + Penalty 2149.023528 = -7713119.930027 nChanged 164 SP:Iteration 28Q (12274.948091 sec): 3 clusters Score: Raw -7715328.452572 + Penalty 2149.023528 = -7713179.429044 nChanged 154 SP:Iteration 29Q (12275.038292 sec): 3 clusters Score: Raw -7715377.598258 + Penalty 2149.023528 = -7713228.574730 nChanged 129 SP:Iteration 30Q (12275.128431 sec): 3 clusters Score: Raw -7715413.834369 + Penalty 2149.023528 = -7713264.810840 nChanged 112 SP:Iteration 31Q (12275.218498 sec): 3 clusters Score: Raw -7715439.308157 + Penalty 2149.023528 = -7713290.284628 nChanged 91 SP:Iteration 32Q (12275.307779 sec): 3 clusters Score: Raw -7715457.824241 + Penalty 2149.023528 = -7713308.800712 nChanged 70 SP:Iteration 33Q (12275.397089 sec): 3 clusters Score: Raw -7715472.843527 + Penalty 2149.023528 = -7713323.819998 nChanged 63 SP:Iteration 34Q (12275.486292 sec): 3 clusters Score: Raw -7715484.112077 + Penalty 2149.023528 = -7713335.088548 nChanged 61 SP:Iteration 35Q (12275.575400 sec): 3 clusters Score: Raw -7715496.090543 + Penalty 2149.023528 = -7713347.067014 nChanged 60 SP:Iteration 36Q (12275.664577 sec): 3 clusters Score: Raw -7715507.829984 + Penalty 2149.023528 = -7713358.806455 nChanged 43 SP:Iteration 37Q (12275.753899 sec): 3 clusters Score: Raw -7715515.309440 + Penalty 2149.023528 = -7713366.285912 nChanged 38 SP:Iteration 38Q (12275.842958 sec): 3 clusters Score: Raw -7715521.475154 + Penalty 2149.023528 = -7713372.451626 nChanged 39 SP:Iteration 39Q (12275.932259 sec): 3 clusters Score: Raw -7715526.741124 + Penalty 2149.023528 = -7713377.717596 nChanged 34 SP:Iteration 40F (12276.038887 sec): 3 clusters Score: Raw -7715530.943984 + Penalty 2149.023528 = -7713381.920456 nChanged 27 SP:Iteration 41Q (12276.127943 sec): 3 clusters Score: Raw -7715534.200104 + Penalty 2149.023528 = -7713385.176576 nChanged 27 SP:Iteration 42Q (12276.217161 sec): 3 clusters Score: Raw -7715537.449747 + Penalty 2149.023528 = -7713388.426219 nChanged 16 SP:Iteration 43Q (12276.306022 sec): 3 clusters Score: Raw -7715538.746587 + Penalty 2149.023528 = -7713389.723059 nChanged 13 SP:Iteration 44Q (12276.395311 sec): 3 clusters Score: Raw -7715539.783977 + Penalty 2149.023528 = -7713390.760449 nChanged 13 SP:Iteration 45Q (12276.494529 sec): 3 clusters Score: Raw -7715541.197492 + Penalty 2149.023528 = -7713392.173964 nChanged 11 SP:Iteration 46Q (12276.584533 sec): 3 clusters Score: Raw -7715542.549815 + Penalty 2149.023528 = -7713393.526287 nChanged 12 SP:Iteration 47Q (12276.673864 sec): 3 clusters Score: Raw -7715544.326659 + Penalty 2149.023528 = -7713395.303131 nChanged 18 SP:Iteration 48Q (12276.763248 sec): 3 clusters Score: Raw -7715546.354306 + Penalty 2149.023528 = -7713397.330777 nChanged 15 SP:Iteration 49Q (12276.852590 sec): 3 clusters Score: Raw -7715548.097191 + Penalty 2149.023528 = -7713399.073662 nChanged 18 SP:Iteration 50Q (12276.941919 sec): 3 clusters Score: Raw -7715550.049407 + Penalty 2149.023528 = -7713401.025878 nChanged 19 SP:Iteration 51Q (12277.030923 sec): 3 clusters Score: Raw -7715552.211610 + Penalty 2149.023528 = -7713403.188082 nChanged 15 SP:Iteration 52Q (12277.119935 sec): 3 clusters Score: Raw -7715553.614645 + Penalty 2149.023528 = -7713404.591116 nChanged 10 SP:Iteration 53Q (12277.208992 sec): 3 clusters Score: Raw -7715554.489042 + Penalty 2149.023528 = -7713405.465513 nChanged 6 SP:Iteration 54Q (12277.300293 sec): 3 clusters Score: Raw -7715555.061356 + Penalty 2149.023528 = -7713406.037828 nChanged 11 SP:Iteration 55Q (12277.397153 sec): 3 clusters Score: Raw -7715556.455934 + Penalty 2149.023528 = -7713407.432406 nChanged 11 SP:Iteration 56Q (12277.486322 sec): 3 clusters Score: Raw -7715557.758146 + Penalty 2149.023528 = -7713408.734617 nChanged 13 SP:Iteration 57Q (12277.575341 sec): 3 clusters Score: Raw -7715558.711314 + Penalty 2149.023528 = -7713409.687785 nChanged 9 SP:Iteration 58Q (12277.664238 sec): 3 clusters Score: Raw -7715559.659385 + Penalty 2149.023528 = -7713410.635857 nChanged 11 SP:Iteration 59Q (12277.753243 sec): 3 clusters Score: Raw -7715561.594692 + Penalty 2149.023528 = -7713412.571164 nChanged 12 SP:Iteration 60F (12277.859973 sec): 3 clusters Score: Raw -7715562.673283 + Penalty 2149.023528 = -7713413.649754 nChanged 11 SP:Iteration 61Q (12277.964966 sec): 3 clusters Score: Raw -7715563.921260 + Penalty 2149.023528 = -7713414.897732 nChanged 14 SP:Iteration 62Q (12278.053848 sec): 3 clusters Score: Raw -7715565.108851 + Penalty 2149.023528 = -7713416.085323 nChanged 7 SP:Iteration 63Q (12278.142913 sec): 3 clusters Score: Raw -7715565.662643 + Penalty 2149.023528 = -7713416.639115 nChanged 5 SP:Iteration 64Q (12278.232027 sec): 3 clusters Score: Raw -7715565.942916 + Penalty 2149.023528 = -7713416.919388 nChanged 2 SP:Iteration 65Q (12278.321054 sec): 3 clusters Score: Raw -7715566.227081 + Penalty 2149.023528 = -7713417.203552 nChanged 3 SP:Iteration 66Q (12278.410199 sec): 3 clusters Score: Raw -7715566.473211 + Penalty 2149.023528 = -7713417.449683 nChanged 3 SP:Iteration 67Q (12278.499220 sec): 3 clusters Score: Raw -7715566.652673 + Penalty 2149.023528 = -7713417.629144 nChanged 2 SP:Iteration 68Q (12278.615849 sec): 3 clusters Score: Raw -7715566.749602 + Penalty 2149.023528 = -7713417.726074 nChanged 1 SP:Iteration 69Q (12278.729171 sec): 3 clusters Score: Raw -7715566.851515 + Penalty 2149.023528 = -7713417.827986 nChanged 1 SP:Iteration 70Q (12278.819911 sec): 3 clusters Score: Raw -7715566.964178 + Penalty 2149.023528 = -7713417.940650 nChanged 2 SP:Iteration 71Q (12278.909352 sec): 3 clusters Score: Raw -7715567.104205 + Penalty 2149.023528 = -7713418.080676 nChanged 1 SP:Iteration 72Q (12278.998846 sec): 3 clusters Score: Raw -7715567.146775 + Penalty 2149.023528 = -7713418.123246 nChanged 0 SP:Iteration 73F (12279.106008 sec): 3 clusters Score: Raw -7715567.146775 + Penalty 2149.023528 = -7713418.123246 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12279.120820 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12279.146382 sec): 3 clusters Score: Raw -997552.166912 + Penalty 1758.890681 = -995793.276231 nChanged 4702 SP:Iteration 1F (12279.171042 sec): 3 clusters Score: Raw -1000177.804724 + Penalty 1758.890681 = -998418.914043 nChanged 658 SP:Iteration 2F (12279.195433 sec): 3 clusters Score: Raw -1000524.161997 + Penalty 1758.890681 = -998765.271316 nChanged 631 SP:Iteration 3F (12279.219938 sec): 3 clusters Score: Raw -1000923.592378 + Penalty 1758.890681 = -999164.701697 nChanged 673 SP:Iteration 4F (12279.244871 sec): 3 clusters Score: Raw -1001354.046654 + Penalty 1758.890681 = -999595.155974 nChanged 679 SP:Iteration 5F (12279.269490 sec): 3 clusters Score: Raw -1001822.164970 + Penalty 1758.890681 = -1000063.274289 nChanged 611 SP:Iteration 6F (12279.294208 sec): 3 clusters Score: Raw -1002244.296999 + Penalty 1758.890681 = -1000485.406318 nChanged 526 SP:Iteration 7F (12279.318740 sec): 3 clusters Score: Raw -1002575.566826 + Penalty 1758.890681 = -1000816.676145 nChanged 420 SP:Iteration 8Q (12279.343133 sec): 3 clusters Score: Raw -1002817.028921 + Penalty 1758.890681 = -1001058.138240 nChanged 327 SP:Iteration 9Q (12279.367586 sec): 3 clusters Score: Raw -1002960.406665 + Penalty 1758.890681 = -1001201.515984 nChanged 244 SP:Iteration 10Q (12279.392009 sec): 3 clusters Score: Raw -1003058.494222 + Penalty 1758.890681 = -1001299.603541 nChanged 197 SP:Iteration 11Q (12279.416275 sec): 3 clusters Score: Raw -1003131.526155 + Penalty 1758.890681 = -1001372.635474 nChanged 168 SP:Iteration 12Q (12279.440610 sec): 3 clusters Score: Raw -1003182.611356 + Penalty 1758.890681 = -1001423.720675 nChanged 131 SP:Iteration 13Q (12279.464789 sec): 3 clusters Score: Raw -1003223.583890 + Penalty 1758.890681 = -1001464.693209 nChanged 147 SP:Iteration 14Q (12279.489081 sec): 3 clusters Score: Raw -1003272.247181 + Penalty 1758.890681 = -1001513.356500 nChanged 124 SP:Iteration 15Q (12279.513326 sec): 3 clusters Score: Raw -1003307.732450 + Penalty 1758.890681 = -1001548.841769 nChanged 100 SP:Iteration 16Q (12279.537612 sec): 3 clusters Score: Raw -1003331.401520 + Penalty 1758.890681 = -1001572.510839 nChanged 81 SP:Iteration 17Q (12279.561700 sec): 3 clusters Score: Raw -1003349.270894 + Penalty 1758.890681 = -1001590.380213 nChanged 74 SP:Iteration 18Q (12279.585625 sec): 3 clusters Score: Raw -1003361.990689 + Penalty 1758.890681 = -1001603.100008 nChanged 52 SP:Iteration 19Q (12279.609500 sec): 3 clusters Score: Raw -1003371.604929 + Penalty 1758.890681 = -1001612.714248 nChanged 47 SP:Iteration 20F (12279.633994 sec): 3 clusters Score: Raw -1003379.904137 + Penalty 1758.890681 = -1001621.013456 nChanged 62 SP:Iteration 21Q (12279.657865 sec): 3 clusters Score: Raw -1003392.122777 + Penalty 1758.890681 = -1001633.232096 nChanged 78 SP:Iteration 22Q (12279.681870 sec): 3 clusters Score: Raw -1003407.347601 + Penalty 1758.890681 = -1001648.456920 nChanged 73 SP:Iteration 23Q (12279.705952 sec): 3 clusters Score: Raw -1003419.679565 + Penalty 1758.890681 = -1001660.788884 nChanged 64 SP:Iteration 24Q (12279.729783 sec): 3 clusters Score: Raw -1003432.345148 + Penalty 1758.890681 = -1001673.454467 nChanged 64 SP:Iteration 25Q (12279.753607 sec): 3 clusters Score: Raw -1003445.938617 + Penalty 1758.890681 = -1001687.047937 nChanged 58 SP:Iteration 26Q (12279.777315 sec): 3 clusters Score: Raw -1003457.653375 + Penalty 1758.890681 = -1001698.762694 nChanged 61 SP:Iteration 27Q (12279.801012 sec): 3 clusters Score: Raw -1003468.193432 + Penalty 1758.890681 = -1001709.302752 nChanged 51 SP:Iteration 28Q (12279.824943 sec): 3 clusters Score: Raw -1003475.795898 + Penalty 1758.890681 = -1001716.905217 nChanged 52 SP:Iteration 29Q (12279.848577 sec): 3 clusters Score: Raw -1003484.466972 + Penalty 1758.890681 = -1001725.576291 nChanged 57 SP:Iteration 30Q (12279.872676 sec): 3 clusters Score: Raw -1003494.635168 + Penalty 1758.890681 = -1001735.744487 nChanged 54 SP:Iteration 31Q (12279.896577 sec): 3 clusters Score: Raw -1003503.347864 + Penalty 1758.890681 = -1001744.457183 nChanged 52 SP:Iteration 32Q (12279.920167 sec): 3 clusters Score: Raw -1003512.821775 + Penalty 1758.890681 = -1001753.931094 nChanged 53 SP:Iteration 33Q (12279.944032 sec): 3 clusters Score: Raw -1003521.627100 + Penalty 1758.890681 = -1001762.736419 nChanged 50 SP:Iteration 34Q (12279.967616 sec): 3 clusters Score: Raw -1003530.740334 + Penalty 1758.890681 = -1001771.849653 nChanged 59 SP:Iteration 35Q (12279.991315 sec): 3 clusters Score: Raw -1003543.886865 + Penalty 1758.890681 = -1001784.996184 nChanged 55 SP:Iteration 36Q (12280.014803 sec): 3 clusters Score: Raw -1003554.958780 + Penalty 1758.890681 = -1001796.068099 nChanged 66 SP:Iteration 37Q (12280.038654 sec): 3 clusters Score: Raw -1003565.876215 + Penalty 1758.890681 = -1001806.985534 nChanged 56 SP:Iteration 38Q (12280.062223 sec): 3 clusters Score: Raw -1003576.814085 + Penalty 1758.890681 = -1001817.923405 nChanged 64 SP:Iteration 39Q (12280.085886 sec): 3 clusters Score: Raw -1003590.708826 + Penalty 1758.890681 = -1001831.818146 nChanged 65 SP:Iteration 40F (12280.110316 sec): 3 clusters Score: Raw -1003603.528134 + Penalty 1758.890681 = -1001844.637453 nChanged 72 SP:Iteration 41Q (12280.133810 sec): 3 clusters Score: Raw -1003619.152814 + Penalty 1758.890681 = -1001860.262133 nChanged 64 SP:Iteration 42Q (12280.157354 sec): 3 clusters Score: Raw -1003632.834456 + Penalty 1758.890681 = -1001873.943775 nChanged 58 SP:Iteration 43Q (12280.180793 sec): 3 clusters Score: Raw -1003645.268325 + Penalty 1758.890681 = -1001886.377644 nChanged 50 SP:Iteration 44Q (12280.204254 sec): 3 clusters Score: Raw -1003656.755866 + Penalty 1758.890681 = -1001897.865185 nChanged 53 SP:Iteration 45Q (12280.227775 sec): 3 clusters Score: Raw -1003668.661126 + Penalty 1758.890681 = -1001909.770445 nChanged 56 SP:Iteration 46Q (12280.251125 sec): 3 clusters Score: Raw -1003679.734667 + Penalty 1758.890681 = -1001920.843986 nChanged 51 SP:Iteration 47Q (12280.274511 sec): 3 clusters Score: Raw -1003691.648947 + Penalty 1758.890681 = -1001932.758266 nChanged 54 SP:Iteration 48Q (12280.300399 sec): 3 clusters Score: Raw -1003702.343239 + Penalty 1758.890681 = -1001943.452558 nChanged 45 SP:Iteration 49Q (12280.323530 sec): 3 clusters Score: Raw -1003713.973495 + Penalty 1758.890681 = -1001955.082814 nChanged 56 SP:Iteration 50Q (12280.347197 sec): 3 clusters Score: Raw -1003730.634994 + Penalty 1758.890681 = -1001971.744313 nChanged 63 SP:Iteration 51Q (12280.370553 sec): 3 clusters Score: Raw -1003746.772281 + Penalty 1758.890681 = -1001987.881600 nChanged 53 SP:Iteration 52Q (12280.393597 sec): 3 clusters Score: Raw -1003761.791588 + Penalty 1758.890681 = -1002002.900907 nChanged 53 SP:Iteration 53Q (12280.416820 sec): 3 clusters Score: Raw -1003774.330639 + Penalty 1758.890681 = -1002015.439958 nChanged 46 SP:Iteration 54Q (12280.440036 sec): 3 clusters Score: Raw -1003782.009300 + Penalty 1758.890681 = -1002023.118619 nChanged 26 SP:Iteration 55Q (12280.463275 sec): 3 clusters Score: Raw -1003785.340255 + Penalty 1758.890681 = -1002026.449574 nChanged 23 SP:Iteration 56Q (12280.486289 sec): 3 clusters Score: Raw -1003788.451550 + Penalty 1758.890681 = -1002029.560869 nChanged 25 SP:Iteration 57Q (12280.509430 sec): 3 clusters Score: Raw -1003792.198583 + Penalty 1758.890681 = -1002033.307902 nChanged 25 SP:Iteration 58Q (12280.546066 sec): 3 clusters Score: Raw -1003796.035983 + Penalty 1758.890681 = -1002037.145302 nChanged 19 SP:Iteration 59Q (12280.568859 sec): 3 clusters Score: Raw -1003799.500313 + Penalty 1758.890681 = -1002040.609633 nChanged 15 SP:Iteration 60F (12280.593372 sec): 3 clusters Score: Raw -1003801.428250 + Penalty 1758.890681 = -1002042.537569 nChanged 18 SP:Iteration 61Q (12280.616438 sec): 3 clusters Score: Raw -1003803.424167 + Penalty 1758.890681 = -1002044.533486 nChanged 14 SP:Iteration 62Q (12280.639489 sec): 3 clusters Score: Raw -1003805.224959 + Penalty 1758.890681 = -1002046.334278 nChanged 17 SP:Iteration 63Q (12280.662572 sec): 3 clusters Score: Raw -1003807.744529 + Penalty 1758.890681 = -1002048.853849 nChanged 12 SP:Iteration 64Q (12280.685754 sec): 3 clusters Score: Raw -1003809.925979 + Penalty 1758.890681 = -1002051.035298 nChanged 14 SP:Iteration 65Q (12280.708811 sec): 3 clusters Score: Raw -1003812.161704 + Penalty 1758.890681 = -1002053.271023 nChanged 16 SP:Iteration 66Q (12280.731859 sec): 3 clusters Score: Raw -1003813.952258 + Penalty 1758.890681 = -1002055.061577 nChanged 15 SP:Iteration 67Q (12280.754795 sec): 3 clusters Score: Raw -1003816.661886 + Penalty 1758.890681 = -1002057.771205 nChanged 16 SP:Iteration 68Q (12280.777935 sec): 3 clusters Score: Raw -1003818.900084 + Penalty 1758.890681 = -1002060.009403 nChanged 11 SP:Iteration 69Q (12280.801030 sec): 3 clusters Score: Raw -1003820.537099 + Penalty 1758.890681 = -1002061.646418 nChanged 8 SP:Iteration 70Q (12280.824009 sec): 3 clusters Score: Raw -1003821.633353 + Penalty 1758.890681 = -1002062.742672 nChanged 9 SP:Iteration 71Q (12280.847113 sec): 3 clusters Score: Raw -1003822.631503 + Penalty 1758.890681 = -1002063.740822 nChanged 8 SP:Iteration 72Q (12280.870071 sec): 3 clusters Score: Raw -1003824.003731 + Penalty 1758.890681 = -1002065.113050 nChanged 7 SP:Iteration 73Q (12280.893099 sec): 3 clusters Score: Raw -1003824.800737 + Penalty 1758.890681 = -1002065.910056 nChanged 4 SP:Iteration 74Q (12280.915913 sec): 3 clusters Score: Raw -1003825.853661 + Penalty 1758.890681 = -1002066.962980 nChanged 7 SP:Iteration 75Q (12280.938926 sec): 3 clusters Score: Raw -1003826.645075 + Penalty 1758.890681 = -1002067.754394 nChanged 7 SP:Iteration 76Q (12280.961740 sec): 3 clusters Score: Raw -1003827.666603 + Penalty 1758.890681 = -1002068.775922 nChanged 8 SP:Iteration 77Q (12280.984553 sec): 3 clusters Score: Raw -1003829.253801 + Penalty 1758.890681 = -1002070.363120 nChanged 7 SP:Iteration 78Q (12281.007528 sec): 3 clusters Score: Raw -1003830.044791 + Penalty 1758.890681 = -1002071.154110 nChanged 9 SP:Iteration 79Q (12281.030437 sec): 3 clusters Score: Raw -1003830.707879 + Penalty 1758.890681 = -1002071.817199 nChanged 5 SP:Iteration 80F (12281.055062 sec): 3 clusters Score: Raw -1003831.006275 + Penalty 1758.890681 = -1002072.115594 nChanged 2 SP:Iteration 81Q (12281.078048 sec): 3 clusters Score: Raw -1003831.303119 + Penalty 1758.890681 = -1002072.412438 nChanged 3 SP:Iteration 82Q (12281.100900 sec): 3 clusters Score: Raw -1003831.771654 + Penalty 1758.890681 = -1002072.880973 nChanged 2 SP:Iteration 83Q (12281.123843 sec): 3 clusters Score: Raw -1003831.872167 + Penalty 1758.890681 = -1002072.981486 nChanged 3 SP:Iteration 84Q (12281.146704 sec): 3 clusters Score: Raw -1003832.155823 + Penalty 1758.890681 = -1002073.265142 nChanged 1 SP:Iteration 85Q (12281.169758 sec): 3 clusters Score: Raw -1003832.225229 + Penalty 1758.890681 = -1002073.334548 nChanged 0 SP:Iteration 86F (12281.194391 sec): 3 clusters Score: Raw -1003832.225229 + Penalty 1758.890681 = -1002073.334548 nChanged 0 Trying to split cluster 9 (13411 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12281.219959 sec): 2 clusters Score: Raw -1217871.859188 + Penalty 902.863902 = -1216968.995286 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12281.249428 sec): 3 clusters Score: Raw -1209805.691899 + Penalty 1805.727803 = -1207999.964095 nChanged 5988 SP:Iteration 1F (12281.277899 sec): 3 clusters Score: Raw -1213241.479737 + Penalty 1805.727803 = -1211435.751933 nChanged 890 SP:Iteration 2F (12281.306075 sec): 3 clusters Score: Raw -1213734.218137 + Penalty 1805.727803 = -1211928.490334 nChanged 891 SP:Iteration 3F (12281.334338 sec): 3 clusters Score: Raw -1214256.880243 + Penalty 1805.727803 = -1212451.152439 nChanged 864 SP:Iteration 4F (12281.362695 sec): 3 clusters Score: Raw -1214803.359862 + Penalty 1805.727803 = -1212997.632059 nChanged 843 SP:Iteration 5F (12281.390842 sec): 3 clusters Score: Raw -1215331.216012 + Penalty 1805.727803 = -1213525.488208 nChanged 711 SP:Iteration 6F (12281.419071 sec): 3 clusters Score: Raw -1215719.105560 + Penalty 1805.727803 = -1213913.377756 nChanged 601 SP:Iteration 7Q (12281.447338 sec): 3 clusters Score: Raw -1216021.177165 + Penalty 1805.727803 = -1214215.449361 nChanged 522 SP:Iteration 8Q (12281.475134 sec): 3 clusters Score: Raw -1216273.870955 + Penalty 1805.727803 = -1214468.143151 nChanged 454 SP:Iteration 9Q (12281.503326 sec): 3 clusters Score: Raw -1216472.233134 + Penalty 1805.727803 = -1214666.505331 nChanged 406 SP:Iteration 10Q (12281.531094 sec): 3 clusters Score: Raw -1216649.829660 + Penalty 1805.727803 = -1214844.101857 nChanged 373 SP:Iteration 11Q (12281.558750 sec): 3 clusters Score: Raw -1216802.956252 + Penalty 1805.727803 = -1214997.228448 nChanged 322 SP:Iteration 12Q (12281.586523 sec): 3 clusters Score: Raw -1216926.437160 + Penalty 1805.727803 = -1215120.709357 nChanged 303 SP:Iteration 13Q (12281.614082 sec): 3 clusters Score: Raw -1217032.817224 + Penalty 1805.727803 = -1215227.089421 nChanged 288 SP:Iteration 14Q (12281.641655 sec): 3 clusters Score: Raw -1217131.230594 + Penalty 1805.727803 = -1215325.502791 nChanged 266 SP:Iteration 15Q (12281.668758 sec): 3 clusters Score: Raw -1217212.428851 + Penalty 1805.727803 = -1215406.701048 nChanged 235 SP:Iteration 16Q (12281.695901 sec): 3 clusters Score: Raw -1217286.351250 + Penalty 1805.727803 = -1215480.623446 nChanged 223 SP:Iteration 17Q (12281.723090 sec): 3 clusters Score: Raw -1217351.433927 + Penalty 1805.727803 = -1215545.706124 nChanged 222 SP:Iteration 18Q (12281.750144 sec): 3 clusters Score: Raw -1217418.095731 + Penalty 1805.727803 = -1215612.367928 nChanged 209 SP:Iteration 19Q (12281.777026 sec): 3 clusters Score: Raw -1217482.855484 + Penalty 1805.727803 = -1215677.127681 nChanged 191 SP:Iteration 20F (12281.805536 sec): 3 clusters Score: Raw -1217536.841150 + Penalty 1805.727803 = -1215731.113346 nChanged 153 SP:Iteration 21Q (12281.832232 sec): 3 clusters Score: Raw -1217573.462166 + Penalty 1805.727803 = -1215767.734362 nChanged 152 SP:Iteration 22Q (12281.858961 sec): 3 clusters Score: Raw -1217613.679598 + Penalty 1805.727803 = -1215807.951795 nChanged 157 SP:Iteration 23Q (12281.885593 sec): 3 clusters Score: Raw -1217655.386889 + Penalty 1805.727803 = -1215849.659085 nChanged 145 SP:Iteration 24Q (12281.911954 sec): 3 clusters Score: Raw -1217699.370040 + Penalty 1805.727803 = -1215893.642237 nChanged 128 SP:Iteration 25Q (12281.938530 sec): 3 clusters Score: Raw -1217737.194868 + Penalty 1805.727803 = -1215931.467065 nChanged 124 SP:Iteration 26Q (12281.964691 sec): 3 clusters Score: Raw -1217772.205388 + Penalty 1805.727803 = -1215966.477585 nChanged 118 SP:Iteration 27Q (12281.991073 sec): 3 clusters Score: Raw -1217807.638223 + Penalty 1805.727803 = -1216001.910419 nChanged 115 SP:Iteration 28Q (12282.017404 sec): 3 clusters Score: Raw -1217842.695969 + Penalty 1805.727803 = -1216036.968166 nChanged 101 SP:Iteration 29Q (12282.043618 sec): 3 clusters Score: Raw -1217866.790573 + Penalty 1805.727803 = -1216061.062769 nChanged 78 SP:Iteration 30Q (12282.069649 sec): 3 clusters Score: Raw -1217884.466020 + Penalty 1805.727803 = -1216078.738217 nChanged 72 SP:Iteration 31Q (12282.095594 sec): 3 clusters Score: Raw -1217902.555275 + Penalty 1805.727803 = -1216096.827472 nChanged 77 SP:Iteration 32Q (12282.121594 sec): 3 clusters Score: Raw -1217922.606881 + Penalty 1805.727803 = -1216116.879077 nChanged 88 SP:Iteration 33Q (12282.147802 sec): 3 clusters Score: Raw -1217943.672648 + Penalty 1805.727803 = -1216137.944844 nChanged 74 SP:Iteration 34Q (12282.173966 sec): 3 clusters Score: Raw -1217960.726365 + Penalty 1805.727803 = -1216154.998562 nChanged 71 SP:Iteration 35Q (12282.199916 sec): 3 clusters Score: Raw -1217979.987903 + Penalty 1805.727803 = -1216174.260099 nChanged 67 SP:Iteration 36Q (12282.225832 sec): 3 clusters Score: Raw -1217999.194358 + Penalty 1805.727803 = -1216193.466555 nChanged 57 SP:Iteration 37Q (12282.251898 sec): 3 clusters Score: Raw -1218012.486198 + Penalty 1805.727803 = -1216206.758394 nChanged 43 SP:Iteration 38Q (12282.278116 sec): 3 clusters Score: Raw -1218024.918330 + Penalty 1805.727803 = -1216219.190527 nChanged 49 SP:Iteration 39Q (12282.304042 sec): 3 clusters Score: Raw -1218044.534351 + Penalty 1805.727803 = -1216238.806547 nChanged 48 SP:Iteration 40F (12282.332330 sec): 3 clusters Score: Raw -1218061.857782 + Penalty 1805.727803 = -1216256.129978 nChanged 49 SP:Iteration 41Q (12282.358309 sec): 3 clusters Score: Raw -1218080.283509 + Penalty 1805.727803 = -1216274.555705 nChanged 49 SP:Iteration 42Q (12282.384062 sec): 3 clusters Score: Raw -1218096.601714 + Penalty 1805.727803 = -1216290.873911 nChanged 44 SP:Iteration 43Q (12282.409712 sec): 3 clusters Score: Raw -1218111.213780 + Penalty 1805.727803 = -1216305.485977 nChanged 44 SP:Iteration 44Q (12282.435288 sec): 3 clusters Score: Raw -1218124.608962 + Penalty 1805.727803 = -1216318.881159 nChanged 46 SP:Iteration 45Q (12282.461020 sec): 3 clusters Score: Raw -1218137.083666 + Penalty 1805.727803 = -1216331.355863 nChanged 31 SP:Iteration 46Q (12282.486644 sec): 3 clusters Score: Raw -1218144.916073 + Penalty 1805.727803 = -1216339.188269 nChanged 33 SP:Iteration 47Q (12282.512214 sec): 3 clusters Score: Raw -1218155.928280 + Penalty 1805.727803 = -1216350.200477 nChanged 36 SP:Iteration 48Q (12282.537719 sec): 3 clusters Score: Raw -1218168.431158 + Penalty 1805.727803 = -1216362.703354 nChanged 36 SP:Iteration 49Q (12282.563194 sec): 3 clusters Score: Raw -1218179.708877 + Penalty 1805.727803 = -1216373.981074 nChanged 41 SP:Iteration 50Q (12282.588871 sec): 3 clusters Score: Raw -1218196.509824 + Penalty 1805.727803 = -1216390.782020 nChanged 40 SP:Iteration 51Q (12282.614292 sec): 3 clusters Score: Raw -1218209.368645 + Penalty 1805.727803 = -1216403.640842 nChanged 32 SP:Iteration 52Q (12282.639841 sec): 3 clusters Score: Raw -1218219.798317 + Penalty 1805.727803 = -1216414.070514 nChanged 36 SP:Iteration 53Q (12282.665411 sec): 3 clusters Score: Raw -1218232.615811 + Penalty 1805.727803 = -1216426.888008 nChanged 32 SP:Iteration 54Q (12282.690885 sec): 3 clusters Score: Raw -1218241.807872 + Penalty 1805.727803 = -1216436.080068 nChanged 19 SP:Iteration 55Q (12282.716205 sec): 3 clusters Score: Raw -1218249.712608 + Penalty 1805.727803 = -1216443.984805 nChanged 19 SP:Iteration 56Q (12282.741619 sec): 3 clusters Score: Raw -1218256.515243 + Penalty 1805.727803 = -1216450.787440 nChanged 25 SP:Iteration 57Q (12282.766940 sec): 3 clusters Score: Raw -1218264.924775 + Penalty 1805.727803 = -1216459.196971 nChanged 19 SP:Iteration 58Q (12282.792363 sec): 3 clusters Score: Raw -1218269.643780 + Penalty 1805.727803 = -1216463.915976 nChanged 14 SP:Iteration 59Q (12282.817783 sec): 3 clusters Score: Raw -1218273.436935 + Penalty 1805.727803 = -1216467.709132 nChanged 8 SP:Iteration 60F (12282.846098 sec): 3 clusters Score: Raw -1218274.399977 + Penalty 1805.727803 = -1216468.672174 nChanged 7 SP:Iteration 61Q (12282.871594 sec): 3 clusters Score: Raw -1218276.186176 + Penalty 1805.727803 = -1216470.458373 nChanged 3 SP:Iteration 62Q (12282.896893 sec): 3 clusters Score: Raw -1218276.627704 + Penalty 1805.727803 = -1216470.899901 nChanged 3 SP:Iteration 63Q (12282.922228 sec): 3 clusters Score: Raw -1218277.106718 + Penalty 1805.727803 = -1216471.378914 nChanged 2 SP:Iteration 64Q (12282.947762 sec): 3 clusters Score: Raw -1218277.606327 + Penalty 1805.727803 = -1216471.878524 nChanged 2 SP:Iteration 65Q (12282.973235 sec): 3 clusters Score: Raw -1218277.811439 + Penalty 1805.727803 = -1216472.083636 nChanged 2 SP:Iteration 66Q (12282.998577 sec): 3 clusters Score: Raw -1218278.621817 + Penalty 1805.727803 = -1216472.894013 nChanged 3 SP:Iteration 67Q (12283.023864 sec): 3 clusters Score: Raw -1218279.106494 + Penalty 1805.727803 = -1216473.378691 nChanged 3 SP:Iteration 68Q (12283.049339 sec): 3 clusters Score: Raw -1218279.613965 + Penalty 1805.727803 = -1216473.886161 nChanged 1 SP:Iteration 69Q (12283.074689 sec): 3 clusters Score: Raw -1218279.956821 + Penalty 1805.727803 = -1216474.229017 nChanged 1 SP:Iteration 70Q (12283.099999 sec): 3 clusters Score: Raw -1218280.090095 + Penalty 1805.727803 = -1216474.362292 nChanged 0 SP:Iteration 71F (12283.128234 sec): 3 clusters Score: Raw -1218280.090095 + Penalty 1805.727803 = -1216474.362292 nChanged 0 Trying to split cluster 10 (30872 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12283.168792 sec): 2 clusters Score: Raw -2971312.460785 + Penalty 982.072466 = -2970330.388319 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12283.220288 sec): 3 clusters Score: Raw -2951734.756439 + Penalty 1964.144932 = -2949770.611507 nChanged 14497 SP:Iteration 1F (12283.268441 sec): 3 clusters Score: Raw -2960353.715575 + Penalty 1964.144932 = -2958389.570643 nChanged 1839 SP:Iteration 2F (12283.316340 sec): 3 clusters Score: Raw -2961432.506900 + Penalty 1964.144932 = -2959468.361968 nChanged 2239 SP:Iteration 3F (12283.364557 sec): 3 clusters Score: Raw -2962996.891546 + Penalty 1964.144932 = -2961032.746615 nChanged 2424 SP:Iteration 4F (12283.412592 sec): 3 clusters Score: Raw -2964826.001002 + Penalty 1964.144932 = -2962861.856071 nChanged 2376 SP:Iteration 5F (12283.460550 sec): 3 clusters Score: Raw -2966650.543838 + Penalty 1964.144932 = -2964686.398907 nChanged 1892 SP:Iteration 6F (12283.508559 sec): 3 clusters Score: Raw -2967989.613175 + Penalty 1964.144932 = -2966025.468243 nChanged 1379 SP:Iteration 7Q (12283.556466 sec): 3 clusters Score: Raw -2968858.176282 + Penalty 1964.144932 = -2966894.031350 nChanged 1017 SP:Iteration 8Q (12283.603290 sec): 3 clusters Score: Raw -2969355.585054 + Penalty 1964.144932 = -2967391.440123 nChanged 715 SP:Iteration 9Q (12283.649862 sec): 3 clusters Score: Raw -2969655.817829 + Penalty 1964.144932 = -2967691.672897 nChanged 561 SP:Iteration 10Q (12283.707688 sec): 3 clusters Score: Raw -2969895.414712 + Penalty 1964.144932 = -2967931.269780 nChanged 505 SP:Iteration 11Q (12283.754063 sec): 3 clusters Score: Raw -2970136.437927 + Penalty 1964.144932 = -2968172.292995 nChanged 526 SP:Iteration 12Q (12283.799590 sec): 3 clusters Score: Raw -2970388.008073 + Penalty 1964.144932 = -2968423.863141 nChanged 498 SP:Iteration 13Q (12283.844949 sec): 3 clusters Score: Raw -2970628.919783 + Penalty 1964.144932 = -2968664.774851 nChanged 463 SP:Iteration 14Q (12283.889682 sec): 3 clusters Score: Raw -2970854.407168 + Penalty 1964.144932 = -2968890.262237 nChanged 354 SP:Iteration 15Q (12283.934759 sec): 3 clusters Score: Raw -2971015.335321 + Penalty 1964.144932 = -2969051.190389 nChanged 355 SP:Iteration 16Q (12283.979257 sec): 3 clusters Score: Raw -2971160.989665 + Penalty 1964.144932 = -2969196.844733 nChanged 322 SP:Iteration 17Q (12284.023820 sec): 3 clusters Score: Raw -2971276.380547 + Penalty 1964.144932 = -2969312.235615 nChanged 245 SP:Iteration 18Q (12284.068164 sec): 3 clusters Score: Raw -2971347.639146 + Penalty 1964.144932 = -2969383.494215 nChanged 213 SP:Iteration 19Q (12284.112210 sec): 3 clusters Score: Raw -2971398.514813 + Penalty 1964.144932 = -2969434.369881 nChanged 174 SP:Iteration 20F (12284.159781 sec): 3 clusters Score: Raw -2971433.741370 + Penalty 1964.144932 = -2969469.596438 nChanged 162 SP:Iteration 21Q (12284.204032 sec): 3 clusters Score: Raw -2971469.317872 + Penalty 1964.144932 = -2969505.172940 nChanged 139 SP:Iteration 22Q (12284.247706 sec): 3 clusters Score: Raw -2971495.851184 + Penalty 1964.144932 = -2969531.706252 nChanged 143 SP:Iteration 23Q (12284.291453 sec): 3 clusters Score: Raw -2971523.062991 + Penalty 1964.144932 = -2969558.918059 nChanged 135 SP:Iteration 24Q (12284.335389 sec): 3 clusters Score: Raw -2971546.985532 + Penalty 1964.144932 = -2969582.840600 nChanged 121 SP:Iteration 25Q (12284.378843 sec): 3 clusters Score: Raw -2971569.038598 + Penalty 1964.144932 = -2969604.893667 nChanged 108 SP:Iteration 26Q (12284.422060 sec): 3 clusters Score: Raw -2971586.806942 + Penalty 1964.144932 = -2969622.662010 nChanged 103 SP:Iteration 27Q (12284.465629 sec): 3 clusters Score: Raw -2971600.207420 + Penalty 1964.144932 = -2969636.062488 nChanged 87 SP:Iteration 28Q (12284.508749 sec): 3 clusters Score: Raw -2971611.554017 + Penalty 1964.144932 = -2969647.409086 nChanged 78 SP:Iteration 29Q (12284.551691 sec): 3 clusters Score: Raw -2971620.634702 + Penalty 1964.144932 = -2969656.489771 nChanged 75 SP:Iteration 30Q (12284.594694 sec): 3 clusters Score: Raw -2971629.095214 + Penalty 1964.144932 = -2969664.950282 nChanged 76 SP:Iteration 31Q (12284.637712 sec): 3 clusters Score: Raw -2971638.956420 + Penalty 1964.144932 = -2969674.811489 nChanged 80 SP:Iteration 32Q (12284.680660 sec): 3 clusters Score: Raw -2971650.286694 + Penalty 1964.144932 = -2969686.141762 nChanged 79 SP:Iteration 33Q (12284.723526 sec): 3 clusters Score: Raw -2971661.028945 + Penalty 1964.144932 = -2969696.884014 nChanged 70 SP:Iteration 34Q (12284.766272 sec): 3 clusters Score: Raw -2971670.223524 + Penalty 1964.144932 = -2969706.078592 nChanged 63 SP:Iteration 35Q (12284.809109 sec): 3 clusters Score: Raw -2971678.744068 + Penalty 1964.144932 = -2969714.599136 nChanged 66 SP:Iteration 36Q (12284.851745 sec): 3 clusters Score: Raw -2971686.165340 + Penalty 1964.144932 = -2969722.020409 nChanged 72 SP:Iteration 37Q (12284.894305 sec): 3 clusters Score: Raw -2971695.496485 + Penalty 1964.144932 = -2969731.351554 nChanged 70 SP:Iteration 38Q (12284.936763 sec): 3 clusters Score: Raw -2971703.580333 + Penalty 1964.144932 = -2969739.435401 nChanged 70 SP:Iteration 39Q (12284.979175 sec): 3 clusters Score: Raw -2971712.568896 + Penalty 1964.144932 = -2969748.423964 nChanged 57 SP:Iteration 40F (12285.027036 sec): 3 clusters Score: Raw -2971718.843919 + Penalty 1964.144932 = -2969754.698987 nChanged 55 SP:Iteration 41Q (12285.069853 sec): 3 clusters Score: Raw -2971724.743258 + Penalty 1964.144932 = -2969760.598327 nChanged 53 SP:Iteration 42Q (12285.112026 sec): 3 clusters Score: Raw -2971729.515650 + Penalty 1964.144932 = -2969765.370718 nChanged 37 SP:Iteration 43Q (12285.154591 sec): 3 clusters Score: Raw -2971732.228834 + Penalty 1964.144932 = -2969768.083902 nChanged 39 SP:Iteration 44Q (12285.196988 sec): 3 clusters Score: Raw -2971735.775930 + Penalty 1964.144932 = -2969771.630999 nChanged 36 SP:Iteration 45Q (12285.239570 sec): 3 clusters Score: Raw -2971738.889187 + Penalty 1964.144932 = -2969774.744255 nChanged 35 SP:Iteration 46Q (12285.281815 sec): 3 clusters Score: Raw -2971741.359766 + Penalty 1964.144932 = -2969777.214834 nChanged 22 SP:Iteration 47Q (12285.324313 sec): 3 clusters Score: Raw -2971742.727187 + Penalty 1964.144932 = -2969778.582255 nChanged 20 SP:Iteration 48Q (12285.366385 sec): 3 clusters Score: Raw -2971744.252464 + Penalty 1964.144932 = -2969780.107532 nChanged 15 SP:Iteration 49Q (12285.408685 sec): 3 clusters Score: Raw -2971745.966986 + Penalty 1964.144932 = -2969781.822055 nChanged 15 SP:Iteration 50Q (12285.451042 sec): 3 clusters Score: Raw -2971747.383736 + Penalty 1964.144932 = -2969783.238804 nChanged 20 SP:Iteration 51Q (12285.516428 sec): 3 clusters Score: Raw -2971748.976391 + Penalty 1964.144932 = -2969784.831459 nChanged 13 SP:Iteration 52Q (12285.558234 sec): 3 clusters Score: Raw -2971749.766155 + Penalty 1964.144932 = -2969785.621223 nChanged 8 SP:Iteration 53Q (12285.600579 sec): 3 clusters Score: Raw -2971750.068837 + Penalty 1964.144932 = -2969785.923906 nChanged 9 SP:Iteration 54Q (12285.642693 sec): 3 clusters Score: Raw -2971750.599827 + Penalty 1964.144932 = -2969786.454895 nChanged 11 SP:Iteration 55Q (12285.684768 sec): 3 clusters Score: Raw -2971751.233690 + Penalty 1964.144932 = -2969787.088758 nChanged 13 SP:Iteration 56Q (12285.727184 sec): 3 clusters Score: Raw -2971751.935570 + Penalty 1964.144932 = -2969787.790639 nChanged 10 SP:Iteration 57Q (12285.769182 sec): 3 clusters Score: Raw -2971752.398091 + Penalty 1964.144932 = -2969788.253160 nChanged 14 SP:Iteration 58Q (12285.811568 sec): 3 clusters Score: Raw -2971753.144651 + Penalty 1964.144932 = -2969788.999720 nChanged 9 SP:Iteration 59Q (12285.853437 sec): 3 clusters Score: Raw -2971753.740009 + Penalty 1964.144932 = -2969789.595078 nChanged 10 SP:Iteration 60F (12285.901274 sec): 3 clusters Score: Raw -2971754.169893 + Penalty 1964.144932 = -2969790.024961 nChanged 7 SP:Iteration 61Q (12285.943755 sec): 3 clusters Score: Raw -2971754.529653 + Penalty 1964.144932 = -2969790.384722 nChanged 7 SP:Iteration 62Q (12285.986159 sec): 3 clusters Score: Raw -2971755.143063 + Penalty 1964.144932 = -2969790.998132 nChanged 13 SP:Iteration 63Q (12286.028162 sec): 3 clusters Score: Raw -2971756.348894 + Penalty 1964.144932 = -2969792.203962 nChanged 19 SP:Iteration 64Q (12286.070428 sec): 3 clusters Score: Raw -2971758.176099 + Penalty 1964.144932 = -2969794.031167 nChanged 26 SP:Iteration 65Q (12286.112414 sec): 3 clusters Score: Raw -2971761.061194 + Penalty 1964.144932 = -2969796.916263 nChanged 31 SP:Iteration 66Q (12286.154590 sec): 3 clusters Score: Raw -2971763.447032 + Penalty 1964.144932 = -2969799.302100 nChanged 24 SP:Iteration 67Q (12286.196697 sec): 3 clusters Score: Raw -2971765.010222 + Penalty 1964.144932 = -2969800.865290 nChanged 20 SP:Iteration 68Q (12286.238810 sec): 3 clusters Score: Raw -2971766.605124 + Penalty 1964.144932 = -2969802.460193 nChanged 24 SP:Iteration 69Q (12286.280857 sec): 3 clusters Score: Raw -2971768.579937 + Penalty 1964.144932 = -2969804.435005 nChanged 23 SP:Iteration 70Q (12286.322798 sec): 3 clusters Score: Raw -2971770.722834 + Penalty 1964.144932 = -2969806.577903 nChanged 28 SP:Iteration 71Q (12286.364839 sec): 3 clusters Score: Raw -2971773.276127 + Penalty 1964.144932 = -2969809.131196 nChanged 31 SP:Iteration 72Q (12286.406741 sec): 3 clusters Score: Raw -2971775.984156 + Penalty 1964.144932 = -2969811.839224 nChanged 35 SP:Iteration 73Q (12286.448749 sec): 3 clusters Score: Raw -2971778.888337 + Penalty 1964.144932 = -2969814.743406 nChanged 29 SP:Iteration 74Q (12286.490456 sec): 3 clusters Score: Raw -2971780.904573 + Penalty 1964.144932 = -2969816.759641 nChanged 27 SP:Iteration 75Q (12286.532439 sec): 3 clusters Score: Raw -2971782.538743 + Penalty 1964.144932 = -2969818.393812 nChanged 17 SP:Iteration 76Q (12286.574048 sec): 3 clusters Score: Raw -2971783.815142 + Penalty 1964.144932 = -2969819.670210 nChanged 16 SP:Iteration 77Q (12286.615675 sec): 3 clusters Score: Raw -2971784.836321 + Penalty 1964.144932 = -2969820.691390 nChanged 10 SP:Iteration 78Q (12286.657579 sec): 3 clusters Score: Raw -2971785.347139 + Penalty 1964.144932 = -2969821.202207 nChanged 9 SP:Iteration 79Q (12286.699369 sec): 3 clusters Score: Raw -2971785.710798 + Penalty 1964.144932 = -2969821.565867 nChanged 9 SP:Iteration 80F (12286.747510 sec): 3 clusters Score: Raw -2971786.011558 + Penalty 1964.144932 = -2969821.866627 nChanged 7 SP:Iteration 81Q (12286.789443 sec): 3 clusters Score: Raw -2971786.502242 + Penalty 1964.144932 = -2969822.357310 nChanged 11 SP:Iteration 82Q (12286.831354 sec): 3 clusters Score: Raw -2971787.071191 + Penalty 1964.144932 = -2969822.926259 nChanged 8 SP:Iteration 83Q (12286.873325 sec): 3 clusters Score: Raw -2971787.449946 + Penalty 1964.144932 = -2969823.305014 nChanged 9 SP:Iteration 84Q (12286.915231 sec): 3 clusters Score: Raw -2971787.901107 + Penalty 1964.144932 = -2969823.756176 nChanged 7 SP:Iteration 85Q (12286.956970 sec): 3 clusters Score: Raw -2971788.299881 + Penalty 1964.144932 = -2969824.154949 nChanged 11 SP:Iteration 86Q (12286.999066 sec): 3 clusters Score: Raw -2971788.987011 + Penalty 1964.144932 = -2969824.842080 nChanged 14 SP:Iteration 87Q (12287.040753 sec): 3 clusters Score: Raw -2971790.127964 + Penalty 1964.144932 = -2969825.983033 nChanged 12 SP:Iteration 88Q (12287.082766 sec): 3 clusters Score: Raw -2971790.756162 + Penalty 1964.144932 = -2969826.611231 nChanged 11 SP:Iteration 89Q (12287.124368 sec): 3 clusters Score: Raw -2971791.269492 + Penalty 1964.144932 = -2969827.124561 nChanged 11 SP:Iteration 90Q (12287.166150 sec): 3 clusters Score: Raw -2971791.789261 + Penalty 1964.144932 = -2969827.644329 nChanged 7 SP:Iteration 91Q (12287.207934 sec): 3 clusters Score: Raw -2971792.161614 + Penalty 1964.144932 = -2969828.016682 nChanged 8 SP:Iteration 92Q (12287.249505 sec): 3 clusters Score: Raw -2971792.715250 + Penalty 1964.144932 = -2969828.570318 nChanged 10 SP:Iteration 93Q (12287.291394 sec): 3 clusters Score: Raw -2971793.213195 + Penalty 1964.144932 = -2969829.068264 nChanged 6 SP:Iteration 94Q (12287.332903 sec): 3 clusters Score: Raw -2971793.494447 + Penalty 1964.144932 = -2969829.349515 nChanged 5 SP:Iteration 95Q (12287.374926 sec): 3 clusters Score: Raw -2971793.614093 + Penalty 1964.144932 = -2969829.469161 nChanged 5 SP:Iteration 96Q (12287.416519 sec): 3 clusters Score: Raw -2971793.821853 + Penalty 1964.144932 = -2969829.676922 nChanged 4 SP:Iteration 97Q (12287.458396 sec): 3 clusters Score: Raw -2971794.024155 + Penalty 1964.144932 = -2969829.879224 nChanged 5 SP:Iteration 98Q (12287.499895 sec): 3 clusters Score: Raw -2971794.400031 + Penalty 1964.144932 = -2969830.255100 nChanged 5 SP:Iteration 99Q (12287.541544 sec): 3 clusters Score: Raw -2971794.653453 + Penalty 1964.144932 = -2969830.508521 nChanged 3 SP:Iteration 100F (12287.589768 sec): 3 clusters Score: Raw -2971794.748830 + Penalty 1964.144932 = -2969830.603898 nChanged 3 SP:Iteration 101Q (12287.631609 sec): 3 clusters Score: Raw -2971794.927349 + Penalty 1964.144932 = -2969830.782418 nChanged 6 SP:Iteration 102Q (12287.673392 sec): 3 clusters Score: Raw -2971795.222147 + Penalty 1964.144932 = -2969831.077216 nChanged 4 SP:Iteration 103Q (12287.714747 sec): 3 clusters Score: Raw -2971795.437446 + Penalty 1964.144932 = -2969831.292515 nChanged 3 SP:Iteration 104Q (12287.756729 sec): 3 clusters Score: Raw -2971795.618881 + Penalty 1964.144932 = -2969831.473949 nChanged 4 SP:Iteration 105Q (12287.798340 sec): 3 clusters Score: Raw -2971795.792799 + Penalty 1964.144932 = -2969831.647867 nChanged 6 SP:Iteration 106Q (12287.840070 sec): 3 clusters Score: Raw -2971796.203124 + Penalty 1964.144932 = -2969832.058193 nChanged 8 SP:Iteration 107Q (12287.881955 sec): 3 clusters Score: Raw -2971796.840260 + Penalty 1964.144932 = -2969832.695328 nChanged 9 SP:Iteration 108Q (12287.923722 sec): 3 clusters Score: Raw -2971797.425263 + Penalty 1964.144932 = -2969833.280331 nChanged 9 SP:Iteration 109Q (12287.965420 sec): 3 clusters Score: Raw -2971797.838282 + Penalty 1964.144932 = -2969833.693351 nChanged 9 SP:Iteration 110Q (12288.007242 sec): 3 clusters Score: Raw -2971798.340488 + Penalty 1964.144932 = -2969834.195556 nChanged 12 SP:Iteration 111Q (12288.048818 sec): 3 clusters Score: Raw -2971799.159072 + Penalty 1964.144932 = -2969835.014141 nChanged 14 SP:Iteration 112Q (12288.090387 sec): 3 clusters Score: Raw -2971800.787665 + Penalty 1964.144932 = -2969836.642733 nChanged 22 SP:Iteration 113Q (12288.132046 sec): 3 clusters Score: Raw -2971803.253330 + Penalty 1964.144932 = -2969839.108398 nChanged 24 SP:Iteration 114Q (12288.173537 sec): 3 clusters Score: Raw -2971806.806058 + Penalty 1964.144932 = -2969842.661127 nChanged 26 SP:Iteration 115Q (12288.215023 sec): 3 clusters Score: Raw -2971809.386003 + Penalty 1964.144932 = -2969845.241071 nChanged 23 SP:Iteration 116Q (12288.256456 sec): 3 clusters Score: Raw -2971811.237450 + Penalty 1964.144932 = -2969847.092518 nChanged 17 SP:Iteration 117Q (12288.298027 sec): 3 clusters Score: Raw -2971812.455402 + Penalty 1964.144932 = -2969848.310470 nChanged 18 SP:Iteration 118Q (12288.339429 sec): 3 clusters Score: Raw -2971814.128221 + Penalty 1964.144932 = -2969849.983290 nChanged 20 SP:Iteration 119Q (12288.380854 sec): 3 clusters Score: Raw -2971816.142060 + Penalty 1964.144932 = -2969851.997128 nChanged 26 SP:Iteration 120F (12288.428953 sec): 3 clusters Score: Raw -2971818.452917 + Penalty 1964.144932 = -2969854.307985 nChanged 21 SP:Iteration 121Q (12288.470523 sec): 3 clusters Score: Raw -2971820.214830 + Penalty 1964.144932 = -2969856.069898 nChanged 18 SP:Iteration 122Q (12288.511953 sec): 3 clusters Score: Raw -2971821.811988 + Penalty 1964.144932 = -2969857.667056 nChanged 17 SP:Iteration 123Q (12288.553245 sec): 3 clusters Score: Raw -2971823.694718 + Penalty 1964.144932 = -2969859.549787 nChanged 17 SP:Iteration 124Q (12288.594781 sec): 3 clusters Score: Raw -2971825.848650 + Penalty 1964.144932 = -2969861.703718 nChanged 15 SP:Iteration 125Q (12288.636111 sec): 3 clusters Score: Raw -2971827.386038 + Penalty 1964.144932 = -2969863.241107 nChanged 18 SP:Iteration 126Q (12288.677528 sec): 3 clusters Score: Raw -2971829.749554 + Penalty 1964.144932 = -2969865.604622 nChanged 24 SP:Iteration 127Q (12288.718888 sec): 3 clusters Score: Raw -2971834.260257 + Penalty 1964.144932 = -2969870.115326 nChanged 33 SP:Iteration 128Q (12288.760229 sec): 3 clusters Score: Raw -2971840.097255 + Penalty 1964.144932 = -2969875.952323 nChanged 31 SP:Iteration 129Q (12288.801695 sec): 3 clusters Score: Raw -2971844.677330 + Penalty 1964.144932 = -2969880.532399 nChanged 23 SP:Iteration 130Q (12288.842988 sec): 3 clusters Score: Raw -2971847.194810 + Penalty 1964.144932 = -2969883.049878 nChanged 18 SP:Iteration 131Q (12288.884214 sec): 3 clusters Score: Raw -2971849.403285 + Penalty 1964.144932 = -2969885.258354 nChanged 20 SP:Iteration 132Q (12288.925448 sec): 3 clusters Score: Raw -2971851.859225 + Penalty 1964.144932 = -2969887.714294 nChanged 19 SP:Iteration 133Q (12288.966745 sec): 3 clusters Score: Raw -2971853.948439 + Penalty 1964.144932 = -2969889.803508 nChanged 15 SP:Iteration 134Q (12289.008008 sec): 3 clusters Score: Raw -2971854.962336 + Penalty 1964.144932 = -2969890.817405 nChanged 10 SP:Iteration 135Q (12289.048963 sec): 3 clusters Score: Raw -2971856.048463 + Penalty 1964.144932 = -2969891.903532 nChanged 13 SP:Iteration 136Q (12289.089970 sec): 3 clusters Score: Raw -2971857.253709 + Penalty 1964.144932 = -2969893.108778 nChanged 13 SP:Iteration 137Q (12289.130991 sec): 3 clusters Score: Raw -2971858.636797 + Penalty 1964.144932 = -2969894.491866 nChanged 13 SP:Iteration 138Q (12289.172353 sec): 3 clusters Score: Raw -2971859.670138 + Penalty 1964.144932 = -2969895.525206 nChanged 10 SP:Iteration 139Q (12289.213422 sec): 3 clusters Score: Raw -2971860.336026 + Penalty 1964.144932 = -2969896.191095 nChanged 10 SP:Iteration 140F (12289.261497 sec): 3 clusters Score: Raw -2971861.254363 + Penalty 1964.144932 = -2969897.109431 nChanged 15 SP:Iteration 141Q (12289.302754 sec): 3 clusters Score: Raw -2971862.435162 + Penalty 1964.144932 = -2969898.290230 nChanged 15 SP:Iteration 142Q (12289.344031 sec): 3 clusters Score: Raw -2971863.673956 + Penalty 1964.144932 = -2969899.529025 nChanged 12 SP:Iteration 143Q (12289.385119 sec): 3 clusters Score: Raw -2971864.591831 + Penalty 1964.144932 = -2969900.446899 nChanged 11 SP:Iteration 144Q (12289.426300 sec): 3 clusters Score: Raw -2971865.702947 + Penalty 1964.144932 = -2969901.558015 nChanged 9 SP:Iteration 145Q (12289.467596 sec): 3 clusters Score: Raw -2971866.592981 + Penalty 1964.144932 = -2969902.448049 nChanged 5 SP:Iteration 146Q (12289.508740 sec): 3 clusters Score: Raw -2971867.023727 + Penalty 1964.144932 = -2969902.878796 nChanged 2 SP:Iteration 147Q (12289.549884 sec): 3 clusters Score: Raw -2971867.102995 + Penalty 1964.144932 = -2969902.958063 nChanged 2 SP:Iteration 148Q (12289.590761 sec): 3 clusters Score: Raw -2971867.235575 + Penalty 1964.144932 = -2969903.090644 nChanged 2 SP:Iteration 149Q (12289.655086 sec): 3 clusters Score: Raw -2971867.309219 + Penalty 1964.144932 = -2969903.164288 nChanged 1 SP:Iteration 150Q (12289.696064 sec): 3 clusters Score: Raw -2971867.347897 + Penalty 1964.144932 = -2969903.202966 nChanged 0 SP:Iteration 151F (12289.743938 sec): 3 clusters Score: Raw -2971867.347897 + Penalty 1964.144932 = -2969903.202966 nChanged 0 Trying to split cluster 11 (38118 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12289.790784 sec): 2 clusters Score: Raw -3529768.336732 + Penalty 1002.101980 = -3528766.234753 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12289.852884 sec): 3 clusters Score: Raw -3505457.773716 + Penalty 2004.203959 = -3503453.569757 nChanged 17923 SP:Iteration 1F (12289.909347 sec): 3 clusters Score: Raw -3516474.644022 + Penalty 2004.203959 = -3514470.440062 nChanged 2067 SP:Iteration 2F (12289.965929 sec): 3 clusters Score: Raw -3517300.109344 + Penalty 2004.203959 = -3515295.905385 nChanged 2001 SP:Iteration 3F (12290.022412 sec): 3 clusters Score: Raw -3518196.944111 + Penalty 2004.203959 = -3516192.740152 nChanged 2060 SP:Iteration 4F (12290.078904 sec): 3 clusters Score: Raw -3519272.591562 + Penalty 2004.203959 = -3517268.387603 nChanged 2119 SP:Iteration 5F (12290.135293 sec): 3 clusters Score: Raw -3520661.621232 + Penalty 2004.203959 = -3518657.417273 nChanged 2254 SP:Iteration 6F (12290.191670 sec): 3 clusters Score: Raw -3522256.439479 + Penalty 2004.203959 = -3520252.235520 nChanged 2027 SP:Iteration 7F (12290.248068 sec): 3 clusters Score: Raw -3523613.828743 + Penalty 2004.203959 = -3521609.624783 nChanged 1628 SP:Iteration 8Q (12290.304989 sec): 3 clusters Score: Raw -3524423.746454 + Penalty 2004.203959 = -3522419.542494 nChanged 1110 SP:Iteration 9Q (12290.360041 sec): 3 clusters Score: Raw -3524812.310404 + Penalty 2004.203959 = -3522808.106445 nChanged 782 SP:Iteration 10Q (12290.414838 sec): 3 clusters Score: Raw -3525057.414114 + Penalty 2004.203959 = -3523053.210155 nChanged 691 SP:Iteration 11Q (12290.469842 sec): 3 clusters Score: Raw -3525275.015532 + Penalty 2004.203959 = -3523270.811573 nChanged 706 SP:Iteration 12Q (12290.523807 sec): 3 clusters Score: Raw -3525520.345138 + Penalty 2004.203959 = -3523516.141179 nChanged 725 SP:Iteration 13Q (12290.577328 sec): 3 clusters Score: Raw -3525790.896361 + Penalty 2004.203959 = -3523786.692402 nChanged 770 SP:Iteration 14Q (12290.630531 sec): 3 clusters Score: Raw -3526084.044877 + Penalty 2004.203959 = -3524079.840918 nChanged 749 SP:Iteration 15Q (12290.683284 sec): 3 clusters Score: Raw -3526369.195592 + Penalty 2004.203959 = -3524364.991633 nChanged 729 SP:Iteration 16Q (12290.774538 sec): 3 clusters Score: Raw -3526663.890646 + Penalty 2004.203959 = -3524659.686687 nChanged 735 SP:Iteration 17Q (12290.826949 sec): 3 clusters Score: Raw -3526979.759341 + Penalty 2004.203959 = -3524975.555382 nChanged 694 SP:Iteration 18Q (12290.906699 sec): 3 clusters Score: Raw -3527285.716343 + Penalty 2004.203959 = -3525281.512384 nChanged 687 SP:Iteration 19Q (12290.960077 sec): 3 clusters Score: Raw -3527586.083557 + Penalty 2004.203959 = -3525581.879598 nChanged 634 SP:Iteration 20F (12291.017235 sec): 3 clusters Score: Raw -3527872.432206 + Penalty 2004.203959 = -3525868.228247 nChanged 568 SP:Iteration 21Q (12291.067912 sec): 3 clusters Score: Raw -3528141.616870 + Penalty 2004.203959 = -3526137.412910 nChanged 534 SP:Iteration 22Q (12291.117406 sec): 3 clusters Score: Raw -3528412.993053 + Penalty 2004.203959 = -3526408.789094 nChanged 504 SP:Iteration 23Q (12291.166814 sec): 3 clusters Score: Raw -3528687.177918 + Penalty 2004.203959 = -3526682.973959 nChanged 453 SP:Iteration 24Q (12291.215585 sec): 3 clusters Score: Raw -3528954.783434 + Penalty 2004.203959 = -3526950.579474 nChanged 392 SP:Iteration 25Q (12291.263996 sec): 3 clusters Score: Raw -3529179.600868 + Penalty 2004.203959 = -3527175.396909 nChanged 318 SP:Iteration 26Q (12291.311941 sec): 3 clusters Score: Raw -3529367.424392 + Penalty 2004.203959 = -3527363.220433 nChanged 267 SP:Iteration 27Q (12291.359687 sec): 3 clusters Score: Raw -3529536.846730 + Penalty 2004.203959 = -3527532.642770 nChanged 211 SP:Iteration 28Q (12291.406872 sec): 3 clusters Score: Raw -3529671.424515 + Penalty 2004.203959 = -3527667.220556 nChanged 174 SP:Iteration 29Q (12291.453676 sec): 3 clusters Score: Raw -3529788.790534 + Penalty 2004.203959 = -3527784.586575 nChanged 132 SP:Iteration 30Q (12291.500182 sec): 3 clusters Score: Raw -3529882.112406 + Penalty 2004.203959 = -3527877.908447 nChanged 106 SP:Iteration 31Q (12291.546631 sec): 3 clusters Score: Raw -3529958.281827 + Penalty 2004.203959 = -3527954.077868 nChanged 77 SP:Iteration 32Q (12291.593010 sec): 3 clusters Score: Raw -3530014.058228 + Penalty 2004.203959 = -3528009.854269 nChanged 63 SP:Iteration 33Q (12291.639496 sec): 3 clusters Score: Raw -3530054.735133 + Penalty 2004.203959 = -3528050.531173 nChanged 56 SP:Iteration 34Q (12291.685634 sec): 3 clusters Score: Raw -3530096.540257 + Penalty 2004.203959 = -3528092.336297 nChanged 45 SP:Iteration 35Q (12291.731808 sec): 3 clusters Score: Raw -3530125.681335 + Penalty 2004.203959 = -3528121.477376 nChanged 43 SP:Iteration 36Q (12291.777936 sec): 3 clusters Score: Raw -3530145.627344 + Penalty 2004.203959 = -3528141.423385 nChanged 29 SP:Iteration 37Q (12291.823979 sec): 3 clusters Score: Raw -3530162.895830 + Penalty 2004.203959 = -3528158.691870 nChanged 26 SP:Iteration 38Q (12291.870132 sec): 3 clusters Score: Raw -3530174.572233 + Penalty 2004.203959 = -3528170.368274 nChanged 14 SP:Iteration 39Q (12291.916202 sec): 3 clusters Score: Raw -3530179.756788 + Penalty 2004.203959 = -3528175.552829 nChanged 8 SP:Iteration 40F (12291.972339 sec): 3 clusters Score: Raw -3530186.400047 + Penalty 2004.203959 = -3528182.196088 nChanged 11 SP:Iteration 41Q (12292.018370 sec): 3 clusters Score: Raw -3530192.251499 + Penalty 2004.203959 = -3528188.047540 nChanged 11 SP:Iteration 42Q (12292.064509 sec): 3 clusters Score: Raw -3530197.590309 + Penalty 2004.203959 = -3528193.386350 nChanged 18 SP:Iteration 43Q (12292.110536 sec): 3 clusters Score: Raw -3530205.697027 + Penalty 2004.203959 = -3528201.493068 nChanged 18 SP:Iteration 44Q (12292.156604 sec): 3 clusters Score: Raw -3530213.473865 + Penalty 2004.203959 = -3528209.269906 nChanged 16 SP:Iteration 45Q (12292.202753 sec): 3 clusters Score: Raw -3530218.640604 + Penalty 2004.203959 = -3528214.436645 nChanged 16 SP:Iteration 46Q (12292.248868 sec): 3 clusters Score: Raw -3530227.210707 + Penalty 2004.203959 = -3528223.006748 nChanged 16 SP:Iteration 47Q (12292.294940 sec): 3 clusters Score: Raw -3530235.579045 + Penalty 2004.203959 = -3528231.375086 nChanged 16 SP:Iteration 48Q (12292.341068 sec): 3 clusters Score: Raw -3530244.287029 + Penalty 2004.203959 = -3528240.083070 nChanged 19 SP:Iteration 49Q (12292.386905 sec): 3 clusters Score: Raw -3530253.591995 + Penalty 2004.203959 = -3528249.388036 nChanged 13 SP:Iteration 50Q (12292.432986 sec): 3 clusters Score: Raw -3530260.719692 + Penalty 2004.203959 = -3528256.515733 nChanged 16 SP:Iteration 51Q (12292.479056 sec): 3 clusters Score: Raw -3530267.933532 + Penalty 2004.203959 = -3528263.729573 nChanged 10 SP:Iteration 52Q (12292.525168 sec): 3 clusters Score: Raw -3530271.782018 + Penalty 2004.203959 = -3528267.578058 nChanged 9 SP:Iteration 53Q (12292.571246 sec): 3 clusters Score: Raw -3530274.149951 + Penalty 2004.203959 = -3528269.945992 nChanged 4 SP:Iteration 54Q (12292.617343 sec): 3 clusters Score: Raw -3530275.638208 + Penalty 2004.203959 = -3528271.434249 nChanged 4 SP:Iteration 55Q (12292.663520 sec): 3 clusters Score: Raw -3530276.910842 + Penalty 2004.203959 = -3528272.706883 nChanged 3 SP:Iteration 56Q (12292.709652 sec): 3 clusters Score: Raw -3530278.739406 + Penalty 2004.203959 = -3528274.535447 nChanged 7 SP:Iteration 57Q (12292.755834 sec): 3 clusters Score: Raw -3530280.546354 + Penalty 2004.203959 = -3528276.342395 nChanged 3 SP:Iteration 58Q (12292.801826 sec): 3 clusters Score: Raw -3530281.583265 + Penalty 2004.203959 = -3528277.379306 nChanged 3 SP:Iteration 59Q (12292.847793 sec): 3 clusters Score: Raw -3530282.457865 + Penalty 2004.203959 = -3528278.253906 nChanged 4 SP:Iteration 60F (12292.904154 sec): 3 clusters Score: Raw -3530283.097449 + Penalty 2004.203959 = -3528278.893490 nChanged 3 SP:Iteration 61Q (12292.950194 sec): 3 clusters Score: Raw -3530284.113280 + Penalty 2004.203959 = -3528279.909321 nChanged 2 SP:Iteration 62Q (12292.996432 sec): 3 clusters Score: Raw -3530284.589942 + Penalty 2004.203959 = -3528280.385983 nChanged 2 SP:Iteration 63Q (12293.042574 sec): 3 clusters Score: Raw -3530285.500422 + Penalty 2004.203959 = -3528281.296463 nChanged 1 SP:Iteration 64Q (12293.088675 sec): 3 clusters Score: Raw -3530285.896284 + Penalty 2004.203959 = -3528281.692324 nChanged 0 SP:Iteration 65F (12293.144819 sec): 3 clusters Score: Raw -3530285.896284 + Penalty 2004.203959 = -3528281.692324 nChanged 0 Trying to split cluster 12 (2304 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12293.155982 sec): 2 clusters Score: Raw -215393.784001 + Penalty 735.528192 = -214658.255809 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12293.165283 sec): 3 clusters Score: Raw -214238.126393 + Penalty 1471.056384 = -212767.070009 nChanged 905 SP:Iteration 1F (12293.173700 sec): 3 clusters Score: Raw -214750.611437 + Penalty 1471.056384 = -213279.555053 nChanged 193 SP:Iteration 2F (12293.182163 sec): 3 clusters Score: Raw -214862.450962 + Penalty 1471.056384 = -213391.394578 nChanged 145 SP:Iteration 3F (12293.190669 sec): 3 clusters Score: Raw -214957.563921 + Penalty 1471.056384 = -213486.507537 nChanged 130 SP:Iteration 4F (12293.199120 sec): 3 clusters Score: Raw -215043.469699 + Penalty 1471.056384 = -213572.413315 nChanged 99 SP:Iteration 5Q (12293.207596 sec): 3 clusters Score: Raw -215111.438801 + Penalty 1471.056384 = -213640.382417 nChanged 81 SP:Iteration 6Q (12293.216062 sec): 3 clusters Score: Raw -215160.066466 + Penalty 1471.056384 = -213689.010082 nChanged 85 SP:Iteration 7Q (12293.224548 sec): 3 clusters Score: Raw -215224.276020 + Penalty 1471.056384 = -213753.219636 nChanged 89 SP:Iteration 8Q (12293.233030 sec): 3 clusters Score: Raw -215295.906623 + Penalty 1471.056384 = -213824.850239 nChanged 71 SP:Iteration 9Q (12293.241472 sec): 3 clusters Score: Raw -215347.033059 + Penalty 1471.056384 = -213875.976675 nChanged 58 SP:Iteration 10Q (12293.249819 sec): 3 clusters Score: Raw -215387.950533 + Penalty 1471.056384 = -213916.894149 nChanged 55 SP:Iteration 11Q (12293.258279 sec): 3 clusters Score: Raw -215438.262859 + Penalty 1471.056384 = -213967.206475 nChanged 54 SP:Iteration 12Q (12293.266693 sec): 3 clusters Score: Raw -215488.552234 + Penalty 1471.056384 = -214017.495850 nChanged 51 SP:Iteration 13Q (12293.275047 sec): 3 clusters Score: Raw -215529.262657 + Penalty 1471.056384 = -214058.206273 nChanged 38 SP:Iteration 14Q (12293.283383 sec): 3 clusters Score: Raw -215561.431396 + Penalty 1471.056384 = -214090.375012 nChanged 37 SP:Iteration 15Q (12293.291670 sec): 3 clusters Score: Raw -215591.833365 + Penalty 1471.056384 = -214120.776980 nChanged 15 SP:Iteration 16Q (12293.299908 sec): 3 clusters Score: Raw -215603.301199 + Penalty 1471.056384 = -214132.244815 nChanged 21 SP:Iteration 17Q (12293.308115 sec): 3 clusters Score: Raw -215617.764840 + Penalty 1471.056384 = -214146.708456 nChanged 10 SP:Iteration 18Q (12293.316331 sec): 3 clusters Score: Raw -215627.187557 + Penalty 1471.056384 = -214156.131173 nChanged 14 SP:Iteration 19Q (12293.324518 sec): 3 clusters Score: Raw -215634.170762 + Penalty 1471.056384 = -214163.114378 nChanged 7 SP:Iteration 20F (12293.332924 sec): 3 clusters Score: Raw -215640.308565 + Penalty 1471.056384 = -214169.252181 nChanged 11 SP:Iteration 21Q (12293.341109 sec): 3 clusters Score: Raw -215649.947494 + Penalty 1471.056384 = -214178.891110 nChanged 7 SP:Iteration 22Q (12293.349299 sec): 3 clusters Score: Raw -215653.984288 + Penalty 1471.056384 = -214182.927904 nChanged 6 SP:Iteration 23Q (12293.357449 sec): 3 clusters Score: Raw -215655.847676 + Penalty 1471.056384 = -214184.791292 nChanged 2 SP:Iteration 24Q (12293.365588 sec): 3 clusters Score: Raw -215656.913847 + Penalty 1471.056384 = -214185.857463 nChanged 1 SP:Iteration 25Q (12293.373729 sec): 3 clusters Score: Raw -215657.495080 + Penalty 1471.056384 = -214186.438696 nChanged 0 SP:Iteration 26F (12293.382161 sec): 3 clusters Score: Raw -215657.495080 + Penalty 1471.056384 = -214186.438696 nChanged 0 Trying to split cluster 13 (33702 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12293.429648 sec): 2 clusters Score: Raw -3232793.071647 + Penalty 990.404684 = -3231802.666964 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12293.484881 sec): 3 clusters Score: Raw -3211154.494331 + Penalty 1980.809368 = -3209173.684964 nChanged 15988 SP:Iteration 1F (12293.536303 sec): 3 clusters Score: Raw -3220757.114916 + Penalty 1980.809368 = -3218776.305548 nChanged 1841 SP:Iteration 2F (12293.587763 sec): 3 clusters Score: Raw -3221609.216021 + Penalty 1980.809368 = -3219628.406654 nChanged 2125 SP:Iteration 3F (12293.639118 sec): 3 clusters Score: Raw -3222813.662308 + Penalty 1980.809368 = -3220832.852940 nChanged 2468 SP:Iteration 4F (12293.690138 sec): 3 clusters Score: Raw -3224415.480857 + Penalty 1980.809368 = -3222434.671490 nChanged 2570 SP:Iteration 5F (12293.741739 sec): 3 clusters Score: Raw -3226244.306637 + Penalty 1980.809368 = -3224263.497269 nChanged 2338 SP:Iteration 6F (12293.793379 sec): 3 clusters Score: Raw -3227994.415769 + Penalty 1980.809368 = -3226013.606401 nChanged 1903 SP:Iteration 7F (12293.844572 sec): 3 clusters Score: Raw -3229495.284059 + Penalty 1980.809368 = -3227514.474692 nChanged 1452 SP:Iteration 8Q (12293.897048 sec): 3 clusters Score: Raw -3230634.458726 + Penalty 1980.809368 = -3228653.649359 nChanged 1053 SP:Iteration 9Q (12293.962894 sec): 3 clusters Score: Raw -3231511.599317 + Penalty 1980.809368 = -3229530.789949 nChanged 747 SP:Iteration 10Q (12294.014307 sec): 3 clusters Score: Raw -3232178.766917 + Penalty 1980.809368 = -3230197.957549 nChanged 453 SP:Iteration 11Q (12294.063703 sec): 3 clusters Score: Raw -3232559.339368 + Penalty 1980.809368 = -3230578.530000 nChanged 227 SP:Iteration 12Q (12294.110442 sec): 3 clusters Score: Raw -3232742.588436 + Penalty 1980.809368 = -3230761.779068 nChanged 98 SP:Iteration 13Q (12294.155705 sec): 3 clusters Score: Raw -3232822.716732 + Penalty 1980.809368 = -3230841.907364 nChanged 44 SP:Iteration 14Q (12294.199992 sec): 3 clusters Score: Raw -3232860.551708 + Penalty 1980.809368 = -3230879.742340 nChanged 38 SP:Iteration 15Q (12294.243690 sec): 3 clusters Score: Raw -3232889.183640 + Penalty 1980.809368 = -3230908.374272 nChanged 22 SP:Iteration 16Q (12294.287097 sec): 3 clusters Score: Raw -3232912.645295 + Penalty 1980.809368 = -3230931.835927 nChanged 17 SP:Iteration 17Q (12294.330153 sec): 3 clusters Score: Raw -3232928.335393 + Penalty 1980.809368 = -3230947.526025 nChanged 9 SP:Iteration 18Q (12294.372994 sec): 3 clusters Score: Raw -3232935.670411 + Penalty 1980.809368 = -3230954.861044 nChanged 12 SP:Iteration 19Q (12294.415743 sec): 3 clusters Score: Raw -3232947.194337 + Penalty 1980.809368 = -3230966.384970 nChanged 4 SP:Iteration 20F (12294.466798 sec): 3 clusters Score: Raw -3232950.626797 + Penalty 1980.809368 = -3230969.817429 nChanged 1 SP:Iteration 21Q (12294.509866 sec): 3 clusters Score: Raw -3232951.333332 + Penalty 1980.809368 = -3230970.523965 nChanged 2 SP:Iteration 22Q (12294.552428 sec): 3 clusters Score: Raw -3232954.883042 + Penalty 1980.809368 = -3230974.073674 nChanged 1 SP:Iteration 23Q (12294.595251 sec): 3 clusters Score: Raw -3232955.033592 + Penalty 1980.809368 = -3230974.224225 nChanged 0 SP:Iteration 24F (12294.646170 sec): 3 clusters Score: Raw -3232955.033592 + Penalty 1980.809368 = -3230974.224225 nChanged 0 Trying to split cluster 14 (63300 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12294.713945 sec): 2 clusters Score: Raw -5772588.104601 + Penalty 1050.285858 = -5771537.818743 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12294.804488 sec): 3 clusters Score: Raw -5731651.901123 + Penalty 2100.571716 = -5729551.329407 nChanged 30151 SP:Iteration 1F (12294.890606 sec): 3 clusters Score: Raw -5749441.275488 + Penalty 2100.571716 = -5747340.703773 nChanged 2768 SP:Iteration 2Q (12294.980885 sec): 3 clusters Score: Raw -5750452.989909 + Penalty 2100.571716 = -5748352.418194 nChanged 3062 SP:Iteration 3Q (12295.071184 sec): 3 clusters Score: Raw -5751924.808101 + Penalty 2100.571716 = -5749824.236385 nChanged 3459 SP:Iteration 4F (12295.156983 sec): 3 clusters Score: Raw -5754094.325136 + Penalty 2100.571716 = -5751993.753420 nChanged 3991 SP:Iteration 5F (12295.243054 sec): 3 clusters Score: Raw -5757051.789109 + Penalty 2100.571716 = -5754951.217394 nChanged 4220 SP:Iteration 6F (12295.328965 sec): 3 clusters Score: Raw -5760151.598406 + Penalty 2100.571716 = -5758051.026690 nChanged 3846 SP:Iteration 7F (12295.414895 sec): 3 clusters Score: Raw -5762478.952666 + Penalty 2100.571716 = -5760378.380950 nChanged 2979 SP:Iteration 8Q (12295.502708 sec): 3 clusters Score: Raw -5763803.730291 + Penalty 2100.571716 = -5761703.158576 nChanged 2089 SP:Iteration 9Q (12295.589739 sec): 3 clusters Score: Raw -5764524.621498 + Penalty 2100.571716 = -5762424.049782 nChanged 1472 SP:Iteration 10Q (12295.676443 sec): 3 clusters Score: Raw -5765001.375216 + Penalty 2100.571716 = -5762900.803501 nChanged 1253 SP:Iteration 11Q (12295.762722 sec): 3 clusters Score: Raw -5765460.947683 + Penalty 2100.571716 = -5763360.375967 nChanged 1234 SP:Iteration 12Q (12295.848961 sec): 3 clusters Score: Raw -5765959.331167 + Penalty 2100.571716 = -5763858.759452 nChanged 1229 SP:Iteration 13Q (12295.934952 sec): 3 clusters Score: Raw -5766491.065633 + Penalty 2100.571716 = -5764390.493917 nChanged 1260 SP:Iteration 14Q (12296.020778 sec): 3 clusters Score: Raw -5767071.667867 + Penalty 2100.571716 = -5764971.096152 nChanged 1244 SP:Iteration 15Q (12296.106634 sec): 3 clusters Score: Raw -5767638.868843 + Penalty 2100.571716 = -5765538.297127 nChanged 1200 SP:Iteration 16Q (12296.192321 sec): 3 clusters Score: Raw -5768167.981814 + Penalty 2100.571716 = -5766067.410098 nChanged 1106 SP:Iteration 17Q (12296.278039 sec): 3 clusters Score: Raw -5768616.760693 + Penalty 2100.571716 = -5766516.188977 nChanged 998 SP:Iteration 18Q (12296.363624 sec): 3 clusters Score: Raw -5768990.929804 + Penalty 2100.571716 = -5766890.358088 nChanged 875 SP:Iteration 19Q (12296.449178 sec): 3 clusters Score: Raw -5769253.704016 + Penalty 2100.571716 = -5767153.132300 nChanged 736 SP:Iteration 20F (12296.535229 sec): 3 clusters Score: Raw -5769459.733503 + Penalty 2100.571716 = -5767359.161788 nChanged 682 SP:Iteration 21Q (12296.621106 sec): 3 clusters Score: Raw -5769629.572984 + Penalty 2100.571716 = -5767529.001269 nChanged 609 SP:Iteration 22Q (12296.706308 sec): 3 clusters Score: Raw -5769759.707134 + Penalty 2100.571716 = -5767659.135418 nChanged 573 SP:Iteration 23Q (12296.791447 sec): 3 clusters Score: Raw -5769866.195039 + Penalty 2100.571716 = -5767765.623323 nChanged 553 SP:Iteration 24Q (12296.876246 sec): 3 clusters Score: Raw -5769960.175333 + Penalty 2100.571716 = -5767859.603618 nChanged 516 SP:Iteration 25Q (12296.960863 sec): 3 clusters Score: Raw -5770046.665968 + Penalty 2100.571716 = -5767946.094253 nChanged 518 SP:Iteration 26Q (12297.045041 sec): 3 clusters Score: Raw -5770126.587707 + Penalty 2100.571716 = -5768026.015992 nChanged 479 SP:Iteration 27Q (12297.128943 sec): 3 clusters Score: Raw -5770197.714229 + Penalty 2100.571716 = -5768097.142514 nChanged 447 SP:Iteration 28Q (12297.212489 sec): 3 clusters Score: Raw -5770260.316672 + Penalty 2100.571716 = -5768159.744957 nChanged 433 SP:Iteration 29Q (12297.295886 sec): 3 clusters Score: Raw -5770318.996035 + Penalty 2100.571716 = -5768218.424319 nChanged 398 SP:Iteration 30Q (12297.378533 sec): 3 clusters Score: Raw -5770375.525223 + Penalty 2100.571716 = -5768274.953508 nChanged 420 SP:Iteration 31Q (12297.461081 sec): 3 clusters Score: Raw -5770436.762751 + Penalty 2100.571716 = -5768336.191035 nChanged 407 SP:Iteration 32Q (12297.543127 sec): 3 clusters Score: Raw -5770495.442969 + Penalty 2100.571716 = -5768394.871254 nChanged 405 SP:Iteration 33Q (12297.625158 sec): 3 clusters Score: Raw -5770553.350037 + Penalty 2100.571716 = -5768452.778322 nChanged 393 SP:Iteration 34Q (12297.717518 sec): 3 clusters Score: Raw -5770610.362266 + Penalty 2100.571716 = -5768509.790550 nChanged 398 SP:Iteration 35Q (12297.800105 sec): 3 clusters Score: Raw -5770666.725658 + Penalty 2100.571716 = -5768566.153943 nChanged 374 SP:Iteration 36Q (12297.881872 sec): 3 clusters Score: Raw -5770720.174001 + Penalty 2100.571716 = -5768619.602285 nChanged 388 SP:Iteration 37Q (12297.962503 sec): 3 clusters Score: Raw -5770777.925732 + Penalty 2100.571716 = -5768677.354017 nChanged 372 SP:Iteration 38Q (12298.042833 sec): 3 clusters Score: Raw -5770828.110498 + Penalty 2100.571716 = -5768727.538782 nChanged 338 SP:Iteration 39Q (12298.122747 sec): 3 clusters Score: Raw -5770869.648341 + Penalty 2100.571716 = -5768769.076625 nChanged 308 SP:Iteration 40F (12298.208609 sec): 3 clusters Score: Raw -5770906.859334 + Penalty 2100.571716 = -5768806.287618 nChanged 282 SP:Iteration 41Q (12298.290409 sec): 3 clusters Score: Raw -5770941.216821 + Penalty 2100.571716 = -5768840.645105 nChanged 279 SP:Iteration 42Q (12298.372034 sec): 3 clusters Score: Raw -5770975.372377 + Penalty 2100.571716 = -5768874.800662 nChanged 271 SP:Iteration 43Q (12298.453411 sec): 3 clusters Score: Raw -5771008.902660 + Penalty 2100.571716 = -5768908.330945 nChanged 269 SP:Iteration 44Q (12298.534609 sec): 3 clusters Score: Raw -5771040.411095 + Penalty 2100.571716 = -5768939.839379 nChanged 261 SP:Iteration 45Q (12298.615566 sec): 3 clusters Score: Raw -5771071.530433 + Penalty 2100.571716 = -5768970.958718 nChanged 249 SP:Iteration 46Q (12298.696599 sec): 3 clusters Score: Raw -5771099.122649 + Penalty 2100.571716 = -5768998.550933 nChanged 219 SP:Iteration 47Q (12298.777258 sec): 3 clusters Score: Raw -5771120.993989 + Penalty 2100.571716 = -5769020.422274 nChanged 216 SP:Iteration 48Q (12298.857771 sec): 3 clusters Score: Raw -5771142.854620 + Penalty 2100.571716 = -5769042.282904 nChanged 224 SP:Iteration 49Q (12298.938093 sec): 3 clusters Score: Raw -5771166.296399 + Penalty 2100.571716 = -5769065.724684 nChanged 215 SP:Iteration 50Q (12299.018109 sec): 3 clusters Score: Raw -5771188.806394 + Penalty 2100.571716 = -5769088.234679 nChanged 201 SP:Iteration 51Q (12299.098366 sec): 3 clusters Score: Raw -5771209.860613 + Penalty 2100.571716 = -5769109.288898 nChanged 215 SP:Iteration 52Q (12299.178388 sec): 3 clusters Score: Raw -5771230.554755 + Penalty 2100.571716 = -5769129.983040 nChanged 205 SP:Iteration 53Q (12299.258191 sec): 3 clusters Score: Raw -5771249.745922 + Penalty 2100.571716 = -5769149.174206 nChanged 193 SP:Iteration 54Q (12299.338017 sec): 3 clusters Score: Raw -5771267.320323 + Penalty 2100.571716 = -5769166.748608 nChanged 189 SP:Iteration 55Q (12299.417671 sec): 3 clusters Score: Raw -5771284.521596 + Penalty 2100.571716 = -5769183.949881 nChanged 193 SP:Iteration 56Q (12299.497213 sec): 3 clusters Score: Raw -5771303.023239 + Penalty 2100.571716 = -5769202.451524 nChanged 209 SP:Iteration 57Q (12299.576652 sec): 3 clusters Score: Raw -5771324.498957 + Penalty 2100.571716 = -5769223.927242 nChanged 197 SP:Iteration 58Q (12299.655963 sec): 3 clusters Score: Raw -5771344.406562 + Penalty 2100.571716 = -5769243.834847 nChanged 190 SP:Iteration 59Q (12299.735112 sec): 3 clusters Score: Raw -5771360.950713 + Penalty 2100.571716 = -5769260.378997 nChanged 166 SP:Iteration 60F (12299.821312 sec): 3 clusters Score: Raw -5771374.287690 + Penalty 2100.571716 = -5769273.715974 nChanged 158 SP:Iteration 61Q (12299.901178 sec): 3 clusters Score: Raw -5771386.632448 + Penalty 2100.571716 = -5769286.060733 nChanged 145 SP:Iteration 62Q (12299.981085 sec): 3 clusters Score: Raw -5771398.819857 + Penalty 2100.571716 = -5769298.248141 nChanged 148 SP:Iteration 63Q (12300.060908 sec): 3 clusters Score: Raw -5771411.093822 + Penalty 2100.571716 = -5769310.522107 nChanged 145 SP:Iteration 64Q (12300.140552 sec): 3 clusters Score: Raw -5771423.685267 + Penalty 2100.571716 = -5769323.113551 nChanged 147 SP:Iteration 65Q (12300.220181 sec): 3 clusters Score: Raw -5771435.675459 + Penalty 2100.571716 = -5769335.103744 nChanged 134 SP:Iteration 66Q (12300.301068 sec): 3 clusters Score: Raw -5771446.317142 + Penalty 2100.571716 = -5769345.745427 nChanged 136 SP:Iteration 67Q (12300.382119 sec): 3 clusters Score: Raw -5771456.489861 + Penalty 2100.571716 = -5769355.918145 nChanged 128 SP:Iteration 68Q (12300.462060 sec): 3 clusters Score: Raw -5771465.460940 + Penalty 2100.571716 = -5769364.889224 nChanged 112 SP:Iteration 69Q (12300.542080 sec): 3 clusters Score: Raw -5771473.466464 + Penalty 2100.571716 = -5769372.894748 nChanged 128 SP:Iteration 70Q (12300.622203 sec): 3 clusters Score: Raw -5771482.967635 + Penalty 2100.571716 = -5769382.395919 nChanged 122 SP:Iteration 71Q (12300.701729 sec): 3 clusters Score: Raw -5771492.351350 + Penalty 2100.571716 = -5769391.779634 nChanged 120 SP:Iteration 72Q (12300.780792 sec): 3 clusters Score: Raw -5771501.480827 + Penalty 2100.571716 = -5769400.909111 nChanged 129 SP:Iteration 73Q (12300.859988 sec): 3 clusters Score: Raw -5771511.652754 + Penalty 2100.571716 = -5769411.081038 nChanged 131 SP:Iteration 74Q (12300.938856 sec): 3 clusters Score: Raw -5771523.613724 + Penalty 2100.571716 = -5769423.042008 nChanged 149 SP:Iteration 75Q (12301.017715 sec): 3 clusters Score: Raw -5771537.304371 + Penalty 2100.571716 = -5769436.732655 nChanged 137 SP:Iteration 76Q (12301.096514 sec): 3 clusters Score: Raw -5771548.999884 + Penalty 2100.571716 = -5769448.428169 nChanged 133 SP:Iteration 77Q (12301.175413 sec): 3 clusters Score: Raw -5771561.211856 + Penalty 2100.571716 = -5769460.640140 nChanged 144 SP:Iteration 78Q (12301.254095 sec): 3 clusters Score: Raw -5771576.229912 + Penalty 2100.571716 = -5769475.658197 nChanged 168 SP:Iteration 79Q (12301.332684 sec): 3 clusters Score: Raw -5771594.562716 + Penalty 2100.571716 = -5769493.991001 nChanged 187 SP:Iteration 80F (12301.418283 sec): 3 clusters Score: Raw -5771617.378734 + Penalty 2100.571716 = -5769516.807018 nChanged 208 SP:Iteration 81Q (12301.496812 sec): 3 clusters Score: Raw -5771645.673201 + Penalty 2100.571716 = -5769545.101485 nChanged 198 SP:Iteration 82Q (12301.575884 sec): 3 clusters Score: Raw -5771670.330461 + Penalty 2100.571716 = -5769569.758745 nChanged 196 SP:Iteration 83Q (12301.654421 sec): 3 clusters Score: Raw -5771693.637419 + Penalty 2100.571716 = -5769593.065704 nChanged 195 SP:Iteration 84Q (12301.732509 sec): 3 clusters Score: Raw -5771718.481078 + Penalty 2100.571716 = -5769617.909363 nChanged 202 SP:Iteration 85Q (12301.810452 sec): 3 clusters Score: Raw -5771744.888692 + Penalty 2100.571716 = -5769644.316977 nChanged 211 SP:Iteration 86Q (12301.888584 sec): 3 clusters Score: Raw -5771771.431312 + Penalty 2100.571716 = -5769670.859597 nChanged 181 SP:Iteration 87Q (12301.966255 sec): 3 clusters Score: Raw -5771792.849584 + Penalty 2100.571716 = -5769692.277868 nChanged 171 SP:Iteration 88Q (12302.043883 sec): 3 clusters Score: Raw -5771812.197866 + Penalty 2100.571716 = -5769711.626150 nChanged 184 SP:Iteration 89Q (12302.121279 sec): 3 clusters Score: Raw -5771837.665016 + Penalty 2100.571716 = -5769737.093300 nChanged 195 SP:Iteration 90Q (12302.198713 sec): 3 clusters Score: Raw -5771863.856950 + Penalty 2100.571716 = -5769763.285234 nChanged 171 SP:Iteration 91Q (12302.275888 sec): 3 clusters Score: Raw -5771887.300273 + Penalty 2100.571716 = -5769786.728557 nChanged 173 SP:Iteration 92Q (12302.352926 sec): 3 clusters Score: Raw -5771908.880022 + Penalty 2100.571716 = -5769808.308307 nChanged 175 SP:Iteration 93Q (12302.444409 sec): 3 clusters Score: Raw -5771930.542557 + Penalty 2100.571716 = -5769829.970841 nChanged 159 SP:Iteration 94Q (12302.521182 sec): 3 clusters Score: Raw -5771947.650914 + Penalty 2100.571716 = -5769847.079198 nChanged 141 SP:Iteration 95Q (12302.600460 sec): 3 clusters Score: Raw -5771963.272009 + Penalty 2100.571716 = -5769862.700293 nChanged 123 SP:Iteration 96Q (12302.677222 sec): 3 clusters Score: Raw -5771976.932996 + Penalty 2100.571716 = -5769876.361280 nChanged 113 SP:Iteration 97Q (12302.753653 sec): 3 clusters Score: Raw -5771988.501115 + Penalty 2100.571716 = -5769887.929400 nChanged 123 SP:Iteration 98Q (12302.830251 sec): 3 clusters Score: Raw -5772001.995731 + Penalty 2100.571716 = -5769901.424016 nChanged 113 SP:Iteration 99Q (12302.906669 sec): 3 clusters Score: Raw -5772015.357473 + Penalty 2100.571716 = -5769914.785757 nChanged 121 SP:Iteration 100F (12302.992805 sec): 3 clusters Score: Raw -5772029.822464 + Penalty 2100.571716 = -5769929.250749 nChanged 120 SP:Iteration 101Q (12303.069011 sec): 3 clusters Score: Raw -5772041.547254 + Penalty 2100.571716 = -5769940.975539 nChanged 104 SP:Iteration 102Q (12303.145253 sec): 3 clusters Score: Raw -5772052.554695 + Penalty 2100.571716 = -5769951.982980 nChanged 112 SP:Iteration 103Q (12303.221353 sec): 3 clusters Score: Raw -5772063.404243 + Penalty 2100.571716 = -5769962.832527 nChanged 89 SP:Iteration 104Q (12303.297299 sec): 3 clusters Score: Raw -5772070.564189 + Penalty 2100.571716 = -5769969.992473 nChanged 82 SP:Iteration 105Q (12303.373236 sec): 3 clusters Score: Raw -5772078.372033 + Penalty 2100.571716 = -5769977.800318 nChanged 86 SP:Iteration 106Q (12303.449109 sec): 3 clusters Score: Raw -5772085.678863 + Penalty 2100.571716 = -5769985.107148 nChanged 78 SP:Iteration 107Q (12303.525072 sec): 3 clusters Score: Raw -5772092.192832 + Penalty 2100.571716 = -5769991.621117 nChanged 74 SP:Iteration 108Q (12303.600826 sec): 3 clusters Score: Raw -5772097.496281 + Penalty 2100.571716 = -5769996.924566 nChanged 69 SP:Iteration 109Q (12303.676531 sec): 3 clusters Score: Raw -5772102.149460 + Penalty 2100.571716 = -5770001.577745 nChanged 67 SP:Iteration 110Q (12303.752119 sec): 3 clusters Score: Raw -5772107.262908 + Penalty 2100.571716 = -5770006.691192 nChanged 76 SP:Iteration 111Q (12303.827789 sec): 3 clusters Score: Raw -5772112.957555 + Penalty 2100.571716 = -5770012.385839 nChanged 64 SP:Iteration 112Q (12303.903444 sec): 3 clusters Score: Raw -5772117.313411 + Penalty 2100.571716 = -5770016.741696 nChanged 61 SP:Iteration 113Q (12303.979073 sec): 3 clusters Score: Raw -5772121.940165 + Penalty 2100.571716 = -5770021.368449 nChanged 66 SP:Iteration 114Q (12304.054530 sec): 3 clusters Score: Raw -5772126.679470 + Penalty 2100.571716 = -5770026.107755 nChanged 53 SP:Iteration 115Q (12304.129829 sec): 3 clusters Score: Raw -5772130.343274 + Penalty 2100.571716 = -5770029.771559 nChanged 63 SP:Iteration 116Q (12304.205221 sec): 3 clusters Score: Raw -5772135.292394 + Penalty 2100.571716 = -5770034.720679 nChanged 50 SP:Iteration 117Q (12304.280640 sec): 3 clusters Score: Raw -5772139.185329 + Penalty 2100.571716 = -5770038.613614 nChanged 42 SP:Iteration 118Q (12304.355996 sec): 3 clusters Score: Raw -5772141.415071 + Penalty 2100.571716 = -5770040.843355 nChanged 32 SP:Iteration 119Q (12304.431219 sec): 3 clusters Score: Raw -5772143.368931 + Penalty 2100.571716 = -5770042.797216 nChanged 31 SP:Iteration 120F (12304.517328 sec): 3 clusters Score: Raw -5772145.181432 + Penalty 2100.571716 = -5770044.609717 nChanged 40 SP:Iteration 121Q (12304.592593 sec): 3 clusters Score: Raw -5772147.763282 + Penalty 2100.571716 = -5770047.191566 nChanged 44 SP:Iteration 122Q (12304.667947 sec): 3 clusters Score: Raw -5772151.636763 + Penalty 2100.571716 = -5770051.065048 nChanged 53 SP:Iteration 123Q (12304.743135 sec): 3 clusters Score: Raw -5772156.349519 + Penalty 2100.571716 = -5770055.777803 nChanged 64 SP:Iteration 124Q (12304.818223 sec): 3 clusters Score: Raw -5772161.850846 + Penalty 2100.571716 = -5770061.279131 nChanged 60 SP:Iteration 125Q (12304.893171 sec): 3 clusters Score: Raw -5772166.290976 + Penalty 2100.571716 = -5770065.719260 nChanged 59 SP:Iteration 126Q (12304.968354 sec): 3 clusters Score: Raw -5772171.209809 + Penalty 2100.571716 = -5770070.638093 nChanged 66 SP:Iteration 127Q (12305.043369 sec): 3 clusters Score: Raw -5772176.231413 + Penalty 2100.571716 = -5770075.659697 nChanged 64 SP:Iteration 128Q (12305.118241 sec): 3 clusters Score: Raw -5772180.518522 + Penalty 2100.571716 = -5770079.946807 nChanged 47 SP:Iteration 129Q (12305.193168 sec): 3 clusters Score: Raw -5772183.527593 + Penalty 2100.571716 = -5770082.955878 nChanged 37 SP:Iteration 130Q (12305.269101 sec): 3 clusters Score: Raw -5772185.986292 + Penalty 2100.571716 = -5770085.414576 nChanged 33 SP:Iteration 131Q (12305.344271 sec): 3 clusters Score: Raw -5772187.637499 + Penalty 2100.571716 = -5770087.065784 nChanged 27 SP:Iteration 132Q (12305.419334 sec): 3 clusters Score: Raw -5772189.126593 + Penalty 2100.571716 = -5770088.554878 nChanged 29 SP:Iteration 133Q (12305.494292 sec): 3 clusters Score: Raw -5772190.921572 + Penalty 2100.571716 = -5770090.349856 nChanged 36 SP:Iteration 134Q (12305.569063 sec): 3 clusters Score: Raw -5772193.481828 + Penalty 2100.571716 = -5770092.910112 nChanged 36 SP:Iteration 135Q (12305.643730 sec): 3 clusters Score: Raw -5772195.871469 + Penalty 2100.571716 = -5770095.299753 nChanged 31 SP:Iteration 136Q (12305.718448 sec): 3 clusters Score: Raw -5772197.482252 + Penalty 2100.571716 = -5770096.910536 nChanged 34 SP:Iteration 137Q (12305.793166 sec): 3 clusters Score: Raw -5772199.504002 + Penalty 2100.571716 = -5770098.932287 nChanged 42 SP:Iteration 138Q (12305.867794 sec): 3 clusters Score: Raw -5772202.425706 + Penalty 2100.571716 = -5770101.853990 nChanged 52 SP:Iteration 139Q (12305.942530 sec): 3 clusters Score: Raw -5772207.936375 + Penalty 2100.571716 = -5770107.364659 nChanged 56 SP:Iteration 140F (12306.028363 sec): 3 clusters Score: Raw -5772213.965850 + Penalty 2100.571716 = -5770113.394135 nChanged 60 SP:Iteration 141Q (12306.102919 sec): 3 clusters Score: Raw -5772221.279014 + Penalty 2100.571716 = -5770120.707299 nChanged 60 SP:Iteration 142Q (12306.177371 sec): 3 clusters Score: Raw -5772228.963866 + Penalty 2100.571716 = -5770128.392150 nChanged 65 SP:Iteration 143Q (12306.251682 sec): 3 clusters Score: Raw -5772236.508956 + Penalty 2100.571716 = -5770135.937241 nChanged 73 SP:Iteration 144Q (12306.326029 sec): 3 clusters Score: Raw -5772245.348181 + Penalty 2100.571716 = -5770144.776466 nChanged 81 SP:Iteration 145Q (12306.400308 sec): 3 clusters Score: Raw -5772255.596626 + Penalty 2100.571716 = -5770155.024910 nChanged 74 SP:Iteration 146Q (12306.474415 sec): 3 clusters Score: Raw -5772264.867583 + Penalty 2100.571716 = -5770164.295867 nChanged 70 SP:Iteration 147Q (12306.548503 sec): 3 clusters Score: Raw -5772273.552696 + Penalty 2100.571716 = -5770172.980980 nChanged 77 SP:Iteration 148Q (12306.622629 sec): 3 clusters Score: Raw -5772283.279020 + Penalty 2100.571716 = -5770182.707304 nChanged 69 SP:Iteration 149Q (12306.696658 sec): 3 clusters Score: Raw -5772292.199866 + Penalty 2100.571716 = -5770191.628150 nChanged 71 SP:Iteration 150Q (12306.770814 sec): 3 clusters Score: Raw -5772301.012502 + Penalty 2100.571716 = -5770200.440787 nChanged 72 SP:Iteration 151Q (12306.844804 sec): 3 clusters Score: Raw -5772311.226301 + Penalty 2100.571716 = -5770210.654586 nChanged 77 SP:Iteration 152Q (12306.918797 sec): 3 clusters Score: Raw -5772323.499556 + Penalty 2100.571716 = -5770222.927840 nChanged 90 SP:Iteration 153Q (12306.992620 sec): 3 clusters Score: Raw -5772338.246504 + Penalty 2100.571716 = -5770237.674789 nChanged 78 SP:Iteration 154Q (12307.066232 sec): 3 clusters Score: Raw -5772350.773950 + Penalty 2100.571716 = -5770250.202234 nChanged 77 SP:Iteration 155Q (12307.139830 sec): 3 clusters Score: Raw -5772360.350656 + Penalty 2100.571716 = -5770259.778940 nChanged 77 SP:Iteration 156Q (12307.213525 sec): 3 clusters Score: Raw -5772372.862268 + Penalty 2100.571716 = -5770272.290552 nChanged 89 SP:Iteration 157Q (12307.287128 sec): 3 clusters Score: Raw -5772386.823195 + Penalty 2100.571716 = -5770286.251479 nChanged 95 SP:Iteration 158Q (12307.360423 sec): 3 clusters Score: Raw -5772404.805694 + Penalty 2100.571716 = -5770304.233978 nChanged 87 SP:Iteration 159Q (12307.433929 sec): 3 clusters Score: Raw -5772421.494791 + Penalty 2100.571716 = -5770320.923075 nChanged 86 SP:Iteration 160F (12307.519830 sec): 3 clusters Score: Raw -5772437.899640 + Penalty 2100.571716 = -5770337.327925 nChanged 92 SP:Iteration 161Q (12307.593022 sec): 3 clusters Score: Raw -5772456.523450 + Penalty 2100.571716 = -5770355.951735 nChanged 92 SP:Iteration 162Q (12307.666220 sec): 3 clusters Score: Raw -5772473.893245 + Penalty 2100.571716 = -5770373.321529 nChanged 91 SP:Iteration 163Q (12307.739189 sec): 3 clusters Score: Raw -5772492.416791 + Penalty 2100.571716 = -5770391.845075 nChanged 87 SP:Iteration 164Q (12307.812305 sec): 3 clusters Score: Raw -5772511.326788 + Penalty 2100.571716 = -5770410.755073 nChanged 94 SP:Iteration 165Q (12307.885240 sec): 3 clusters Score: Raw -5772531.077026 + Penalty 2100.571716 = -5770430.505310 nChanged 90 SP:Iteration 166Q (12307.958008 sec): 3 clusters Score: Raw -5772549.525655 + Penalty 2100.571716 = -5770448.953940 nChanged 95 SP:Iteration 167Q (12308.030779 sec): 3 clusters Score: Raw -5772567.005520 + Penalty 2100.571716 = -5770466.433805 nChanged 69 SP:Iteration 168Q (12308.103587 sec): 3 clusters Score: Raw -5772579.375190 + Penalty 2100.571716 = -5770478.803474 nChanged 69 SP:Iteration 169Q (12308.176145 sec): 3 clusters Score: Raw -5772594.654228 + Penalty 2100.571716 = -5770494.082512 nChanged 71 SP:Iteration 170Q (12308.248745 sec): 3 clusters Score: Raw -5772607.744737 + Penalty 2100.571716 = -5770507.173022 nChanged 78 SP:Iteration 171Q (12308.321213 sec): 3 clusters Score: Raw -5772622.965719 + Penalty 2100.571716 = -5770522.394003 nChanged 75 SP:Iteration 172Q (12308.393600 sec): 3 clusters Score: Raw -5772637.120486 + Penalty 2100.571716 = -5770536.548771 nChanged 70 SP:Iteration 173Q (12308.465986 sec): 3 clusters Score: Raw -5772650.350357 + Penalty 2100.571716 = -5770549.778642 nChanged 64 SP:Iteration 174Q (12308.538358 sec): 3 clusters Score: Raw -5772662.107306 + Penalty 2100.571716 = -5770561.535590 nChanged 69 SP:Iteration 175Q (12308.610452 sec): 3 clusters Score: Raw -5772673.435514 + Penalty 2100.571716 = -5770572.863798 nChanged 67 SP:Iteration 176Q (12308.682654 sec): 3 clusters Score: Raw -5772682.761276 + Penalty 2100.571716 = -5770582.189561 nChanged 51 SP:Iteration 177Q (12308.754761 sec): 3 clusters Score: Raw -5772690.626844 + Penalty 2100.571716 = -5770590.055128 nChanged 58 SP:Iteration 178Q (12308.849510 sec): 3 clusters Score: Raw -5772699.552042 + Penalty 2100.571716 = -5770598.980327 nChanged 63 SP:Iteration 179Q (12308.921804 sec): 3 clusters Score: Raw -5772710.310249 + Penalty 2100.571716 = -5770609.738534 nChanged 60 SP:Iteration 180F (12309.007286 sec): 3 clusters Score: Raw -5772719.484839 + Penalty 2100.571716 = -5770618.913124 nChanged 52 SP:Iteration 181Q (12309.079135 sec): 3 clusters Score: Raw -5772727.999439 + Penalty 2100.571716 = -5770627.427723 nChanged 56 SP:Iteration 182Q (12309.151022 sec): 3 clusters Score: Raw -5772736.962516 + Penalty 2100.571716 = -5770636.390801 nChanged 56 SP:Iteration 183Q (12309.222830 sec): 3 clusters Score: Raw -5772746.270883 + Penalty 2100.571716 = -5770645.699167 nChanged 56 SP:Iteration 184Q (12309.294551 sec): 3 clusters Score: Raw -5772755.868453 + Penalty 2100.571716 = -5770655.296737 nChanged 43 SP:Iteration 185Q (12309.366276 sec): 3 clusters Score: Raw -5772764.700785 + Penalty 2100.571716 = -5770664.129069 nChanged 46 SP:Iteration 186Q (12309.438166 sec): 3 clusters Score: Raw -5772773.313640 + Penalty 2100.571716 = -5770672.741924 nChanged 46 SP:Iteration 187Q (12309.509712 sec): 3 clusters Score: Raw -5772783.761763 + Penalty 2100.571716 = -5770683.190047 nChanged 54 SP:Iteration 188Q (12309.581316 sec): 3 clusters Score: Raw -5772795.775747 + Penalty 2100.571716 = -5770695.204032 nChanged 56 SP:Iteration 189Q (12309.652829 sec): 3 clusters Score: Raw -5772809.115655 + Penalty 2100.571716 = -5770708.543939 nChanged 49 SP:Iteration 190Q (12309.724390 sec): 3 clusters Score: Raw -5772819.799060 + Penalty 2100.571716 = -5770719.227344 nChanged 49 SP:Iteration 191Q (12309.795834 sec): 3 clusters Score: Raw -5772830.184919 + Penalty 2100.571716 = -5770729.613203 nChanged 45 SP:Iteration 192Q (12309.866612 sec): 3 clusters Score: Raw -5772839.882678 + Penalty 2100.571716 = -5770739.310962 nChanged 38 SP:Iteration 193Q (12309.937349 sec): 3 clusters Score: Raw -5772848.269258 + Penalty 2100.571716 = -5770747.697543 nChanged 34 SP:Iteration 194Q (12310.008090 sec): 3 clusters Score: Raw -5772854.226463 + Penalty 2100.571716 = -5770753.654747 nChanged 38 SP:Iteration 195Q (12310.078797 sec): 3 clusters Score: Raw -5772859.877157 + Penalty 2100.571716 = -5770759.305442 nChanged 36 SP:Iteration 196Q (12310.149462 sec): 3 clusters Score: Raw -5772866.168613 + Penalty 2100.571716 = -5770765.596897 nChanged 28 SP:Iteration 197Q (12310.220183 sec): 3 clusters Score: Raw -5772871.088888 + Penalty 2100.571716 = -5770770.517173 nChanged 23 SP:Iteration 198Q (12310.290781 sec): 3 clusters Score: Raw -5772875.666549 + Penalty 2100.571716 = -5770775.094834 nChanged 16 SP:Iteration 199Q (12310.361411 sec): 3 clusters Score: Raw -5772878.119271 + Penalty 2100.571716 = -5770777.547556 nChanged 10 SP:Iteration 200F (12310.446424 sec): 3 clusters Score: Raw -5772879.276495 + Penalty 2100.571716 = -5770778.704780 nChanged 8 SP:Iteration 201Q (12310.517054 sec): 3 clusters Score: Raw -5772880.391094 + Penalty 2100.571716 = -5770779.819378 nChanged 8 SP:Iteration 202Q (12310.587637 sec): 3 clusters Score: Raw -5772881.207009 + Penalty 2100.571716 = -5770780.635293 nChanged 5 SP:Iteration 203Q (12310.658186 sec): 3 clusters Score: Raw -5772881.734140 + Penalty 2100.571716 = -5770781.162425 nChanged 3 SP:Iteration 204Q (12310.728762 sec): 3 clusters Score: Raw -5772881.999772 + Penalty 2100.571716 = -5770781.428056 nChanged 2 SP:Iteration 205Q (12310.799296 sec): 3 clusters Score: Raw -5772882.064349 + Penalty 2100.571716 = -5770781.492634 nChanged 1 SP:Iteration 206Q (12310.869889 sec): 3 clusters Score: Raw -5772882.170458 + Penalty 2100.571716 = -5770781.598742 nChanged 0 SP:Iteration 207F (12310.954914 sec): 3 clusters Score: Raw -5772882.170458 + Penalty 2100.571716 = -5770781.598742 nChanged 0 Trying to split cluster 15 (4923 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12310.964055 sec): 2 clusters Score: Raw -453866.540102 + Penalty 807.658971 = -453058.881131 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12310.982878 sec): 3 clusters Score: Raw -451122.245156 + Penalty 1615.317942 = -449506.927214 nChanged 2077 SP:Iteration 1F (12311.000321 sec): 3 clusters Score: Raw -452310.657720 + Penalty 1615.317942 = -450695.339778 nChanged 339 SP:Iteration 2F (12311.017584 sec): 3 clusters Score: Raw -452482.778078 + Penalty 1615.317942 = -450867.460136 nChanged 262 SP:Iteration 3F (12311.035001 sec): 3 clusters Score: Raw -452612.131634 + Penalty 1615.317942 = -450996.813692 nChanged 231 SP:Iteration 4Q (12311.052416 sec): 3 clusters Score: Raw -452721.097334 + Penalty 1615.317942 = -451105.779392 nChanged 222 SP:Iteration 5Q (12311.069854 sec): 3 clusters Score: Raw -452836.806001 + Penalty 1615.317942 = -451221.488059 nChanged 186 SP:Iteration 6Q (12311.087221 sec): 3 clusters Score: Raw -452945.198012 + Penalty 1615.317942 = -451329.880070 nChanged 195 SP:Iteration 7Q (12311.104556 sec): 3 clusters Score: Raw -453068.748016 + Penalty 1615.317942 = -451453.430074 nChanged 208 SP:Iteration 8Q (12311.121864 sec): 3 clusters Score: Raw -453208.981621 + Penalty 1615.317942 = -451593.663679 nChanged 194 SP:Iteration 9Q (12311.138956 sec): 3 clusters Score: Raw -453331.656344 + Penalty 1615.317942 = -451716.338402 nChanged 163 SP:Iteration 10Q (12311.156166 sec): 3 clusters Score: Raw -453431.181274 + Penalty 1615.317942 = -451815.863332 nChanged 162 SP:Iteration 11Q (12311.173173 sec): 3 clusters Score: Raw -453537.166455 + Penalty 1615.317942 = -451921.848513 nChanged 125 SP:Iteration 12Q (12311.190205 sec): 3 clusters Score: Raw -453620.316097 + Penalty 1615.317942 = -452004.998155 nChanged 135 SP:Iteration 13Q (12311.207223 sec): 3 clusters Score: Raw -453704.619194 + Penalty 1615.317942 = -452089.301252 nChanged 116 SP:Iteration 14Q (12311.224144 sec): 3 clusters Score: Raw -453779.180060 + Penalty 1615.317942 = -452163.862118 nChanged 99 SP:Iteration 15Q (12311.241048 sec): 3 clusters Score: Raw -453851.423898 + Penalty 1615.317942 = -452236.105956 nChanged 94 SP:Iteration 16Q (12311.257663 sec): 3 clusters Score: Raw -453918.379991 + Penalty 1615.317942 = -452303.062049 nChanged 75 SP:Iteration 17Q (12311.274445 sec): 3 clusters Score: Raw -453967.307756 + Penalty 1615.317942 = -452351.989814 nChanged 68 SP:Iteration 18Q (12311.291118 sec): 3 clusters Score: Raw -453996.726134 + Penalty 1615.317942 = -452381.408192 nChanged 53 SP:Iteration 19Q (12311.307579 sec): 3 clusters Score: Raw -454018.545641 + Penalty 1615.317942 = -452403.227699 nChanged 33 SP:Iteration 20F (12311.324936 sec): 3 clusters Score: Raw -454031.666334 + Penalty 1615.317942 = -452416.348392 nChanged 32 SP:Iteration 21Q (12311.341531 sec): 3 clusters Score: Raw -454040.584668 + Penalty 1615.317942 = -452425.266726 nChanged 19 SP:Iteration 22Q (12311.357923 sec): 3 clusters Score: Raw -454045.236706 + Penalty 1615.317942 = -452429.918764 nChanged 20 SP:Iteration 23Q (12311.374448 sec): 3 clusters Score: Raw -454050.571314 + Penalty 1615.317942 = -452435.253372 nChanged 20 SP:Iteration 24Q (12311.390797 sec): 3 clusters Score: Raw -454057.244469 + Penalty 1615.317942 = -452441.926527 nChanged 22 SP:Iteration 25Q (12311.407136 sec): 3 clusters Score: Raw -454066.852097 + Penalty 1615.317942 = -452451.534155 nChanged 18 SP:Iteration 26Q (12311.423476 sec): 3 clusters Score: Raw -454075.749156 + Penalty 1615.317942 = -452460.431214 nChanged 25 SP:Iteration 27Q (12311.439957 sec): 3 clusters Score: Raw -454085.164115 + Penalty 1615.317942 = -452469.846173 nChanged 22 SP:Iteration 28Q (12311.456450 sec): 3 clusters Score: Raw -454093.125131 + Penalty 1615.317942 = -452477.807189 nChanged 17 SP:Iteration 29Q (12311.472887 sec): 3 clusters Score: Raw -454099.138734 + Penalty 1615.317942 = -452483.820792 nChanged 13 SP:Iteration 30Q (12311.489379 sec): 3 clusters Score: Raw -454103.246927 + Penalty 1615.317942 = -452487.928985 nChanged 7 SP:Iteration 31Q (12311.505619 sec): 3 clusters Score: Raw -454105.647738 + Penalty 1615.317942 = -452490.329796 nChanged 7 SP:Iteration 32Q (12311.522090 sec): 3 clusters Score: Raw -454107.855761 + Penalty 1615.317942 = -452492.537819 nChanged 6 SP:Iteration 33Q (12311.538364 sec): 3 clusters Score: Raw -454109.644427 + Penalty 1615.317942 = -452494.326485 nChanged 5 SP:Iteration 34Q (12311.554837 sec): 3 clusters Score: Raw -454110.682060 + Penalty 1615.317942 = -452495.364118 nChanged 3 SP:Iteration 35Q (12311.571270 sec): 3 clusters Score: Raw -454111.639007 + Penalty 1615.317942 = -452496.321065 nChanged 2 SP:Iteration 36Q (12311.587755 sec): 3 clusters Score: Raw -454111.967669 + Penalty 1615.317942 = -452496.649727 nChanged 1 SP:Iteration 37Q (12311.604003 sec): 3 clusters Score: Raw -454112.337154 + Penalty 1615.317942 = -452497.019212 nChanged 1 SP:Iteration 38Q (12311.620271 sec): 3 clusters Score: Raw -454112.954074 + Penalty 1615.317942 = -452497.636132 nChanged 4 SP:Iteration 39Q (12311.636692 sec): 3 clusters Score: Raw -454114.314274 + Penalty 1615.317942 = -452498.996332 nChanged 4 SP:Iteration 40F (12311.653997 sec): 3 clusters Score: Raw -454115.080571 + Penalty 1615.317942 = -452499.762629 nChanged 5 SP:Iteration 41Q (12311.670436 sec): 3 clusters Score: Raw -454116.231498 + Penalty 1615.317942 = -452500.913556 nChanged 2 SP:Iteration 42Q (12311.686892 sec): 3 clusters Score: Raw -454116.729150 + Penalty 1615.317942 = -452501.411208 nChanged 2 SP:Iteration 43Q (12311.703310 sec): 3 clusters Score: Raw -454117.353051 + Penalty 1615.317942 = -452502.035109 nChanged 0 SP:Iteration 44F (12311.720603 sec): 3 clusters Score: Raw -454117.353051 + Penalty 1615.317942 = -452502.035109 nChanged 0 Trying to split cluster 16 (19724 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12311.751198 sec): 2 clusters Score: Raw -1901531.470885 + Penalty 939.511187 = -1900591.959697 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12311.788825 sec): 3 clusters Score: Raw -1889382.353996 + Penalty 1879.022375 = -1887503.331621 nChanged 9091 SP:Iteration 1F (12311.824000 sec): 3 clusters Score: Raw -1894285.059074 + Penalty 1879.022375 = -1892406.036699 nChanged 819 SP:Iteration 2Q (12311.859560 sec): 3 clusters Score: Raw -1894508.977867 + Penalty 1879.022375 = -1892629.955492 nChanged 739 SP:Iteration 3Q (12311.895004 sec): 3 clusters Score: Raw -1894723.502169 + Penalty 1879.022375 = -1892844.479794 nChanged 697 SP:Iteration 4Q (12311.930294 sec): 3 clusters Score: Raw -1894950.254227 + Penalty 1879.022375 = -1893071.231852 nChanged 759 SP:Iteration 5Q (12311.965664 sec): 3 clusters Score: Raw -1895251.299218 + Penalty 1879.022375 = -1893372.276843 nChanged 860 SP:Iteration 6Q (12312.001139 sec): 3 clusters Score: Raw -1895640.130656 + Penalty 1879.022375 = -1893761.108281 nChanged 950 SP:Iteration 7Q (12312.036372 sec): 3 clusters Score: Raw -1896127.096532 + Penalty 1879.022375 = -1894248.074157 nChanged 1066 SP:Iteration 8F (12312.071870 sec): 3 clusters Score: Raw -1896734.614931 + Penalty 1879.022375 = -1894855.592556 nChanged 1080 SP:Iteration 9F (12312.107000 sec): 3 clusters Score: Raw -1897431.263647 + Penalty 1879.022375 = -1895552.241272 nChanged 1050 SP:Iteration 10F (12312.142332 sec): 3 clusters Score: Raw -1898117.612100 + Penalty 1879.022375 = -1896238.589725 nChanged 964 SP:Iteration 11Q (12312.177298 sec): 3 clusters Score: Raw -1898708.243487 + Penalty 1879.022375 = -1896829.221112 nChanged 764 SP:Iteration 12Q (12312.211917 sec): 3 clusters Score: Raw -1899149.591731 + Penalty 1879.022375 = -1897270.569356 nChanged 671 SP:Iteration 13Q (12312.246428 sec): 3 clusters Score: Raw -1899483.316136 + Penalty 1879.022375 = -1897604.293761 nChanged 536 SP:Iteration 14Q (12312.280361 sec): 3 clusters Score: Raw -1899712.597507 + Penalty 1879.022375 = -1897833.575132 nChanged 434 SP:Iteration 15Q (12312.314151 sec): 3 clusters Score: Raw -1899910.350706 + Penalty 1879.022375 = -1898031.328331 nChanged 405 SP:Iteration 16Q (12312.347759 sec): 3 clusters Score: Raw -1900088.134713 + Penalty 1879.022375 = -1898209.112338 nChanged 387 SP:Iteration 17Q (12312.381083 sec): 3 clusters Score: Raw -1900266.124771 + Penalty 1879.022375 = -1898387.102396 nChanged 372 SP:Iteration 18Q (12312.414237 sec): 3 clusters Score: Raw -1900432.472677 + Penalty 1879.022375 = -1898553.450302 nChanged 353 SP:Iteration 19Q (12312.447465 sec): 3 clusters Score: Raw -1900606.309045 + Penalty 1879.022375 = -1898727.286670 nChanged 334 SP:Iteration 20F (12312.482778 sec): 3 clusters Score: Raw -1900773.893521 + Penalty 1879.022375 = -1898894.871146 nChanged 312 SP:Iteration 21Q (12312.515781 sec): 3 clusters Score: Raw -1900940.680811 + Penalty 1879.022375 = -1899061.658436 nChanged 302 SP:Iteration 22Q (12312.548551 sec): 3 clusters Score: Raw -1901112.469418 + Penalty 1879.022375 = -1899233.447043 nChanged 285 SP:Iteration 23Q (12312.580937 sec): 3 clusters Score: Raw -1901277.762413 + Penalty 1879.022375 = -1899398.740038 nChanged 270 SP:Iteration 24Q (12312.613319 sec): 3 clusters Score: Raw -1901451.052580 + Penalty 1879.022375 = -1899572.030205 nChanged 238 SP:Iteration 25Q (12312.645701 sec): 3 clusters Score: Raw -1901616.179446 + Penalty 1879.022375 = -1899737.157071 nChanged 199 SP:Iteration 26Q (12312.677639 sec): 3 clusters Score: Raw -1901739.604178 + Penalty 1879.022375 = -1899860.581803 nChanged 172 SP:Iteration 27Q (12312.709466 sec): 3 clusters Score: Raw -1901831.963184 + Penalty 1879.022375 = -1899952.940809 nChanged 141 SP:Iteration 28Q (12312.741063 sec): 3 clusters Score: Raw -1901892.434352 + Penalty 1879.022375 = -1900013.411977 nChanged 120 SP:Iteration 29Q (12312.772517 sec): 3 clusters Score: Raw -1901932.776659 + Penalty 1879.022375 = -1900053.754284 nChanged 78 SP:Iteration 30Q (12312.804168 sec): 3 clusters Score: Raw -1901956.922038 + Penalty 1879.022375 = -1900077.899663 nChanged 64 SP:Iteration 31Q (12312.835675 sec): 3 clusters Score: Raw -1901971.385310 + Penalty 1879.022375 = -1900092.362935 nChanged 46 SP:Iteration 32Q (12312.866906 sec): 3 clusters Score: Raw -1901981.613171 + Penalty 1879.022375 = -1900102.590796 nChanged 34 SP:Iteration 33Q (12312.898305 sec): 3 clusters Score: Raw -1901987.583966 + Penalty 1879.022375 = -1900108.561591 nChanged 33 SP:Iteration 34Q (12312.929469 sec): 3 clusters Score: Raw -1901993.387444 + Penalty 1879.022375 = -1900114.365069 nChanged 26 SP:Iteration 35Q (12312.960722 sec): 3 clusters Score: Raw -1901998.124135 + Penalty 1879.022375 = -1900119.101760 nChanged 27 SP:Iteration 36Q (12312.991913 sec): 3 clusters Score: Raw -1902003.251812 + Penalty 1879.022375 = -1900124.229437 nChanged 19 SP:Iteration 37Q (12313.023205 sec): 3 clusters Score: Raw -1902006.072178 + Penalty 1879.022375 = -1900127.049803 nChanged 16 SP:Iteration 38Q (12313.054392 sec): 3 clusters Score: Raw -1902008.336533 + Penalty 1879.022375 = -1900129.314158 nChanged 15 SP:Iteration 39Q (12313.085518 sec): 3 clusters Score: Raw -1902010.159887 + Penalty 1879.022375 = -1900131.137512 nChanged 11 SP:Iteration 40F (12313.120858 sec): 3 clusters Score: Raw -1902011.201758 + Penalty 1879.022375 = -1900132.179383 nChanged 7 SP:Iteration 41Q (12313.164830 sec): 3 clusters Score: Raw -1902011.696340 + Penalty 1879.022375 = -1900132.673965 nChanged 4 SP:Iteration 42Q (12313.195861 sec): 3 clusters Score: Raw -1902012.003539 + Penalty 1879.022375 = -1900132.981164 nChanged 3 SP:Iteration 43Q (12313.249443 sec): 3 clusters Score: Raw -1902012.177484 + Penalty 1879.022375 = -1900133.155109 nChanged 2 SP:Iteration 44Q (12313.280562 sec): 3 clusters Score: Raw -1902012.230893 + Penalty 1879.022375 = -1900133.208518 nChanged 2 SP:Iteration 45Q (12313.311721 sec): 3 clusters Score: Raw -1902012.351740 + Penalty 1879.022375 = -1900133.329365 nChanged 1 SP:Iteration 46Q (12313.343061 sec): 3 clusters Score: Raw -1902012.631520 + Penalty 1879.022375 = -1900133.609145 nChanged 3 SP:Iteration 47Q (12313.374319 sec): 3 clusters Score: Raw -1902012.978219 + Penalty 1879.022375 = -1900133.955844 nChanged 5 SP:Iteration 48Q (12313.405578 sec): 3 clusters Score: Raw -1902013.444131 + Penalty 1879.022375 = -1900134.421756 nChanged 4 SP:Iteration 49Q (12313.436888 sec): 3 clusters Score: Raw -1902013.915990 + Penalty 1879.022375 = -1900134.893615 nChanged 6 SP:Iteration 50Q (12313.468186 sec): 3 clusters Score: Raw -1902014.671501 + Penalty 1879.022375 = -1900135.649126 nChanged 7 SP:Iteration 51Q (12313.499605 sec): 3 clusters Score: Raw -1902015.266271 + Penalty 1879.022375 = -1900136.243896 nChanged 5 SP:Iteration 52Q (12313.530899 sec): 3 clusters Score: Raw -1902015.837964 + Penalty 1879.022375 = -1900136.815589 nChanged 4 SP:Iteration 53Q (12313.562112 sec): 3 clusters Score: Raw -1902016.041223 + Penalty 1879.022375 = -1900137.018848 nChanged 3 SP:Iteration 54Q (12313.593401 sec): 3 clusters Score: Raw -1902016.280267 + Penalty 1879.022375 = -1900137.257892 nChanged 3 SP:Iteration 55Q (12313.624651 sec): 3 clusters Score: Raw -1902016.607291 + Penalty 1879.022375 = -1900137.584916 nChanged 3 SP:Iteration 56Q (12313.655954 sec): 3 clusters Score: Raw -1902017.044213 + Penalty 1879.022375 = -1900138.021838 nChanged 5 SP:Iteration 57Q (12313.687204 sec): 3 clusters Score: Raw -1902018.093970 + Penalty 1879.022375 = -1900139.071595 nChanged 8 SP:Iteration 58Q (12313.718322 sec): 3 clusters Score: Raw -1902019.416455 + Penalty 1879.022375 = -1900140.394080 nChanged 9 SP:Iteration 59Q (12313.749577 sec): 3 clusters Score: Raw -1902020.941627 + Penalty 1879.022375 = -1900141.919252 nChanged 9 SP:Iteration 60F (12313.784641 sec): 3 clusters Score: Raw -1902022.129316 + Penalty 1879.022375 = -1900143.106941 nChanged 7 SP:Iteration 61Q (12313.816049 sec): 3 clusters Score: Raw -1902022.845780 + Penalty 1879.022375 = -1900143.823405 nChanged 7 SP:Iteration 62Q (12313.847408 sec): 3 clusters Score: Raw -1902023.855196 + Penalty 1879.022375 = -1900144.832821 nChanged 7 SP:Iteration 63Q (12313.878787 sec): 3 clusters Score: Raw -1902024.482661 + Penalty 1879.022375 = -1900145.460286 nChanged 2 SP:Iteration 64Q (12313.910120 sec): 3 clusters Score: Raw -1902024.623974 + Penalty 1879.022375 = -1900145.601599 nChanged 2 SP:Iteration 65Q (12313.941284 sec): 3 clusters Score: Raw -1902024.719216 + Penalty 1879.022375 = -1900145.696841 nChanged 2 SP:Iteration 66Q (12313.972472 sec): 3 clusters Score: Raw -1902024.843178 + Penalty 1879.022375 = -1900145.820803 nChanged 3 SP:Iteration 67Q (12314.003794 sec): 3 clusters Score: Raw -1902025.037404 + Penalty 1879.022375 = -1900146.015029 nChanged 1 SP:Iteration 68Q (12314.034993 sec): 3 clusters Score: Raw -1902025.114372 + Penalty 1879.022375 = -1900146.091997 nChanged 1 SP:Iteration 69Q (12314.066227 sec): 3 clusters Score: Raw -1902025.210149 + Penalty 1879.022375 = -1900146.187774 nChanged 3 SP:Iteration 70Q (12314.097431 sec): 3 clusters Score: Raw -1902025.452041 + Penalty 1879.022375 = -1900146.429666 nChanged 4 SP:Iteration 71Q (12314.128636 sec): 3 clusters Score: Raw -1902026.572286 + Penalty 1879.022375 = -1900147.549911 nChanged 6 SP:Iteration 72Q (12314.160006 sec): 3 clusters Score: Raw -1902028.525213 + Penalty 1879.022375 = -1900149.502838 nChanged 8 SP:Iteration 73Q (12314.191071 sec): 3 clusters Score: Raw -1902030.227577 + Penalty 1879.022375 = -1900151.205202 nChanged 5 SP:Iteration 74Q (12314.222373 sec): 3 clusters Score: Raw -1902031.477709 + Penalty 1879.022375 = -1900152.455334 nChanged 12 SP:Iteration 75Q (12314.253543 sec): 3 clusters Score: Raw -1902033.190434 + Penalty 1879.022375 = -1900154.168059 nChanged 10 SP:Iteration 76Q (12314.284642 sec): 3 clusters Score: Raw -1902033.818836 + Penalty 1879.022375 = -1900154.796461 nChanged 4 SP:Iteration 77Q (12314.315865 sec): 3 clusters Score: Raw -1902034.147083 + Penalty 1879.022375 = -1900155.124708 nChanged 2 SP:Iteration 78Q (12314.347001 sec): 3 clusters Score: Raw -1902034.232031 + Penalty 1879.022375 = -1900155.209656 nChanged 1 SP:Iteration 79Q (12314.378171 sec): 3 clusters Score: Raw -1902034.264167 + Penalty 1879.022375 = -1900155.241792 nChanged 2 SP:Iteration 80F (12314.413597 sec): 3 clusters Score: Raw -1902034.411004 + Penalty 1879.022375 = -1900155.388629 nChanged 3 SP:Iteration 81Q (12314.479050 sec): 3 clusters Score: Raw -1902034.678789 + Penalty 1879.022375 = -1900155.656414 nChanged 0 SP:Iteration 82F (12314.513855 sec): 3 clusters Score: Raw -1902034.678789 + Penalty 1879.022375 = -1900155.656414 nChanged 0 Trying to split cluster 17 (1882 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12314.528278 sec): 2 clusters Score: Raw -171595.183988 + Penalty 716.308580 = -170878.875407 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12314.535904 sec): 3 clusters Score: Raw -170670.707667 + Penalty 1432.617161 = -169238.090506 nChanged 697 SP:Iteration 1F (12314.542992 sec): 3 clusters Score: Raw -171116.994810 + Penalty 1432.617161 = -169684.377649 nChanged 165 SP:Iteration 2F (12314.550001 sec): 3 clusters Score: Raw -171239.934233 + Penalty 1432.617161 = -169807.317073 nChanged 111 SP:Iteration 3F (12314.556918 sec): 3 clusters Score: Raw -171326.458894 + Penalty 1432.617161 = -169893.841733 nChanged 97 SP:Iteration 4F (12314.563917 sec): 3 clusters Score: Raw -171403.111942 + Penalty 1432.617161 = -169970.494781 nChanged 81 SP:Iteration 5Q (12314.570888 sec): 3 clusters Score: Raw -171447.785065 + Penalty 1432.617161 = -170015.167904 nChanged 51 SP:Iteration 6Q (12314.577806 sec): 3 clusters Score: Raw -171478.521795 + Penalty 1432.617161 = -170045.904635 nChanged 41 SP:Iteration 7Q (12314.584677 sec): 3 clusters Score: Raw -171504.036972 + Penalty 1432.617161 = -170071.419811 nChanged 39 SP:Iteration 8Q (12314.591601 sec): 3 clusters Score: Raw -171531.332103 + Penalty 1432.617161 = -170098.714942 nChanged 34 SP:Iteration 9Q (12314.598521 sec): 3 clusters Score: Raw -171550.263292 + Penalty 1432.617161 = -170117.646131 nChanged 32 SP:Iteration 10Q (12314.605474 sec): 3 clusters Score: Raw -171569.001330 + Penalty 1432.617161 = -170136.384169 nChanged 42 SP:Iteration 11Q (12314.612374 sec): 3 clusters Score: Raw -171593.234051 + Penalty 1432.617161 = -170160.616890 nChanged 34 SP:Iteration 12Q (12314.619250 sec): 3 clusters Score: Raw -171612.787203 + Penalty 1432.617161 = -170180.170042 nChanged 30 SP:Iteration 13Q (12314.626112 sec): 3 clusters Score: Raw -171628.612576 + Penalty 1432.617161 = -170195.995415 nChanged 30 SP:Iteration 14Q (12314.679433 sec): 3 clusters Score: Raw -171645.047775 + Penalty 1432.617161 = -170212.430614 nChanged 19 SP:Iteration 15Q (12314.690155 sec): 3 clusters Score: Raw -171655.226287 + Penalty 1432.617161 = -170222.609127 nChanged 23 SP:Iteration 16Q (12314.696991 sec): 3 clusters Score: Raw -171668.424906 + Penalty 1432.617161 = -170235.807745 nChanged 25 SP:Iteration 17Q (12314.703745 sec): 3 clusters Score: Raw -171683.262151 + Penalty 1432.617161 = -170250.644990 nChanged 17 SP:Iteration 18Q (12314.710472 sec): 3 clusters Score: Raw -171692.294372 + Penalty 1432.617161 = -170259.677211 nChanged 12 SP:Iteration 19Q (12314.717242 sec): 3 clusters Score: Raw -171698.427794 + Penalty 1432.617161 = -170265.810633 nChanged 17 SP:Iteration 20F (12314.724204 sec): 3 clusters Score: Raw -171710.855769 + Penalty 1432.617161 = -170278.238608 nChanged 14 SP:Iteration 21Q (12314.730927 sec): 3 clusters Score: Raw -171716.767996 + Penalty 1432.617161 = -170284.150835 nChanged 15 SP:Iteration 22Q (12314.737635 sec): 3 clusters Score: Raw -171724.912979 + Penalty 1432.617161 = -170292.295818 nChanged 12 SP:Iteration 23Q (12314.744328 sec): 3 clusters Score: Raw -171731.565832 + Penalty 1432.617161 = -170298.948671 nChanged 7 SP:Iteration 24Q (12314.785521 sec): 3 clusters Score: Raw -171737.077837 + Penalty 1432.617161 = -170304.460676 nChanged 12 SP:Iteration 25Q (12314.792319 sec): 3 clusters Score: Raw -171752.297554 + Penalty 1432.617161 = -170319.680393 nChanged 12 SP:Iteration 26Q (12314.799015 sec): 3 clusters Score: Raw -171766.865646 + Penalty 1432.617161 = -170334.248485 nChanged 9 SP:Iteration 27Q (12314.805758 sec): 3 clusters Score: Raw -171776.828884 + Penalty 1432.617161 = -170344.211723 nChanged 7 SP:Iteration 28Q (12314.812456 sec): 3 clusters Score: Raw -171781.985868 + Penalty 1432.617161 = -170349.368708 nChanged 4 SP:Iteration 29Q (12314.819092 sec): 3 clusters Score: Raw -171784.945361 + Penalty 1432.617161 = -170352.328200 nChanged 3 SP:Iteration 30Q (12314.825790 sec): 3 clusters Score: Raw -171787.653046 + Penalty 1432.617161 = -170355.035885 nChanged 1 SP:Iteration 31Q (12314.832483 sec): 3 clusters Score: Raw -171788.751265 + Penalty 1432.617161 = -170356.134105 nChanged 1 SP:Iteration 32Q (12314.839174 sec): 3 clusters Score: Raw -171793.537525 + Penalty 1432.617161 = -170360.920364 nChanged 1 SP:Iteration 33Q (12314.845893 sec): 3 clusters Score: Raw -171793.995155 + Penalty 1432.617161 = -170361.377994 nChanged 1 SP:Iteration 34Q (12314.852614 sec): 3 clusters Score: Raw -171794.904152 + Penalty 1432.617161 = -170362.286992 nChanged 2 SP:Iteration 35Q (12314.859306 sec): 3 clusters Score: Raw -171796.335574 + Penalty 1432.617161 = -170363.718413 nChanged 4 SP:Iteration 36Q (12314.865969 sec): 3 clusters Score: Raw -171802.333682 + Penalty 1432.617161 = -170369.716521 nChanged 3 SP:Iteration 37Q (12314.872649 sec): 3 clusters Score: Raw -171807.425239 + Penalty 1432.617161 = -170374.808078 nChanged 5 SP:Iteration 38Q (12314.879299 sec): 3 clusters Score: Raw -171811.548967 + Penalty 1432.617161 = -170378.931807 nChanged 3 SP:Iteration 39Q (12314.885970 sec): 3 clusters Score: Raw -171814.234544 + Penalty 1432.617161 = -170381.617383 nChanged 3 SP:Iteration 40F (12314.892902 sec): 3 clusters Score: Raw -171821.761766 + Penalty 1432.617161 = -170389.144605 nChanged 8 SP:Iteration 41Q (12314.899559 sec): 3 clusters Score: Raw -171839.564720 + Penalty 1432.617161 = -170406.947559 nChanged 9 SP:Iteration 42Q (12314.906163 sec): 3 clusters Score: Raw -171845.485994 + Penalty 1432.617161 = -170412.868833 nChanged 6 SP:Iteration 43Q (12314.912710 sec): 3 clusters Score: Raw -171851.025454 + Penalty 1432.617161 = -170418.408294 nChanged 2 SP:Iteration 44Q (12314.919304 sec): 3 clusters Score: Raw -171854.844528 + Penalty 1432.617161 = -170422.227368 nChanged 6 SP:Iteration 45Q (12314.925819 sec): 3 clusters Score: Raw -171863.967479 + Penalty 1432.617161 = -170431.350318 nChanged 3 SP:Iteration 46Q (12314.932322 sec): 3 clusters Score: Raw -171867.747843 + Penalty 1432.617161 = -170435.130683 nChanged 2 SP:Iteration 47Q (12314.938834 sec): 3 clusters Score: Raw -171871.781899 + Penalty 1432.617161 = -170439.164738 nChanged 1 SP:Iteration 48Q (12314.945409 sec): 3 clusters Score: Raw -171872.350870 + Penalty 1432.617161 = -170439.733709 nChanged 1 SP:Iteration 49Q (12314.951904 sec): 3 clusters Score: Raw -171872.847268 + Penalty 1432.617161 = -170440.230108 nChanged 0 SP:Iteration 50F (12314.958825 sec): 3 clusters Score: Raw -171872.847268 + Penalty 1432.617161 = -170440.230108 nChanged 0 Trying to split cluster 18 (24180 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12314.994355 sec): 2 clusters Score: Raw -2223370.598804 + Penalty 958.861707 = -2222411.737098 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12315.035565 sec): 3 clusters Score: Raw -2208165.813802 + Penalty 1917.723414 = -2206248.090388 nChanged 11240 SP:Iteration 1F (12315.073747 sec): 3 clusters Score: Raw -2214501.838230 + Penalty 1917.723414 = -2212584.114817 nChanged 1124 SP:Iteration 2Q (12315.113403 sec): 3 clusters Score: Raw -2214846.636454 + Penalty 1917.723414 = -2212928.913040 nChanged 1012 SP:Iteration 3Q (12315.152606 sec): 3 clusters Score: Raw -2215180.027484 + Penalty 1917.723414 = -2213262.304071 nChanged 991 SP:Iteration 4Q (12315.191953 sec): 3 clusters Score: Raw -2215510.697229 + Penalty 1917.723414 = -2213592.973816 nChanged 964 SP:Iteration 5Q (12315.231193 sec): 3 clusters Score: Raw -2215855.755361 + Penalty 1917.723414 = -2213938.031948 nChanged 980 SP:Iteration 6Q (12315.270565 sec): 3 clusters Score: Raw -2216272.630511 + Penalty 1917.723414 = -2214354.907098 nChanged 1057 SP:Iteration 7Q (12315.309733 sec): 3 clusters Score: Raw -2216756.197864 + Penalty 1917.723414 = -2214838.474451 nChanged 1109 SP:Iteration 8Q (12315.349044 sec): 3 clusters Score: Raw -2217294.355274 + Penalty 1917.723414 = -2215376.631860 nChanged 1089 SP:Iteration 9Q (12315.388163 sec): 3 clusters Score: Raw -2217921.394536 + Penalty 1917.723414 = -2216003.671122 nChanged 1157 SP:Iteration 10Q (12315.427274 sec): 3 clusters Score: Raw -2218662.466785 + Penalty 1917.723414 = -2216744.743371 nChanged 1081 SP:Iteration 11Q (12315.466253 sec): 3 clusters Score: Raw -2219421.049903 + Penalty 1917.723414 = -2217503.326489 nChanged 974 SP:Iteration 12Q (12315.504929 sec): 3 clusters Score: Raw -2219938.942123 + Penalty 1917.723414 = -2218021.218710 nChanged 699 SP:Iteration 13Q (12315.543288 sec): 3 clusters Score: Raw -2220166.218797 + Penalty 1917.723414 = -2218248.495383 nChanged 454 SP:Iteration 14Q (12315.581435 sec): 3 clusters Score: Raw -2220268.938271 + Penalty 1917.723414 = -2218351.214858 nChanged 312 SP:Iteration 15Q (12315.619440 sec): 3 clusters Score: Raw -2220341.402101 + Penalty 1917.723414 = -2218423.678687 nChanged 291 SP:Iteration 16Q (12315.657346 sec): 3 clusters Score: Raw -2220404.796135 + Penalty 1917.723414 = -2218487.072721 nChanged 262 SP:Iteration 17Q (12315.695190 sec): 3 clusters Score: Raw -2220471.892890 + Penalty 1917.723414 = -2218554.169476 nChanged 245 SP:Iteration 18Q (12315.733058 sec): 3 clusters Score: Raw -2220529.967448 + Penalty 1917.723414 = -2218612.244034 nChanged 248 SP:Iteration 19Q (12315.770809 sec): 3 clusters Score: Raw -2220596.240084 + Penalty 1917.723414 = -2218678.516671 nChanged 244 SP:Iteration 20F (12315.809224 sec): 3 clusters Score: Raw -2220656.935142 + Penalty 1917.723414 = -2218739.211729 nChanged 261 SP:Iteration 21Q (12315.846985 sec): 3 clusters Score: Raw -2220723.938533 + Penalty 1917.723414 = -2218806.215120 nChanged 272 SP:Iteration 22Q (12315.884649 sec): 3 clusters Score: Raw -2220799.366355 + Penalty 1917.723414 = -2218881.642942 nChanged 324 SP:Iteration 23Q (12315.922083 sec): 3 clusters Score: Raw -2220894.893692 + Penalty 1917.723414 = -2218977.170279 nChanged 330 SP:Iteration 24Q (12315.959510 sec): 3 clusters Score: Raw -2220996.484713 + Penalty 1917.723414 = -2219078.761300 nChanged 359 SP:Iteration 25Q (12315.996781 sec): 3 clusters Score: Raw -2221103.337881 + Penalty 1917.723414 = -2219185.614467 nChanged 371 SP:Iteration 26Q (12316.034010 sec): 3 clusters Score: Raw -2221224.703449 + Penalty 1917.723414 = -2219306.980035 nChanged 379 SP:Iteration 27Q (12316.070958 sec): 3 clusters Score: Raw -2221361.658143 + Penalty 1917.723414 = -2219443.934730 nChanged 387 SP:Iteration 28Q (12316.107734 sec): 3 clusters Score: Raw -2221507.312853 + Penalty 1917.723414 = -2219589.589439 nChanged 404 SP:Iteration 29Q (12316.144282 sec): 3 clusters Score: Raw -2221660.484488 + Penalty 1917.723414 = -2219742.761075 nChanged 392 SP:Iteration 30Q (12316.180745 sec): 3 clusters Score: Raw -2221821.756725 + Penalty 1917.723414 = -2219904.033312 nChanged 379 SP:Iteration 31Q (12316.216972 sec): 3 clusters Score: Raw -2221980.157969 + Penalty 1917.723414 = -2220062.434556 nChanged 379 SP:Iteration 32Q (12316.253006 sec): 3 clusters Score: Raw -2222137.388772 + Penalty 1917.723414 = -2220219.665359 nChanged 386 SP:Iteration 33Q (12316.288797 sec): 3 clusters Score: Raw -2222300.966561 + Penalty 1917.723414 = -2220383.243148 nChanged 352 SP:Iteration 34Q (12316.324452 sec): 3 clusters Score: Raw -2222447.482690 + Penalty 1917.723414 = -2220529.759276 nChanged 361 SP:Iteration 35Q (12316.359828 sec): 3 clusters Score: Raw -2222604.911239 + Penalty 1917.723414 = -2220687.187825 nChanged 340 SP:Iteration 36Q (12316.394976 sec): 3 clusters Score: Raw -2222737.462307 + Penalty 1917.723414 = -2220819.738894 nChanged 272 SP:Iteration 37Q (12316.429779 sec): 3 clusters Score: Raw -2222832.178926 + Penalty 1917.723414 = -2220914.455512 nChanged 246 SP:Iteration 38Q (12316.464525 sec): 3 clusters Score: Raw -2222916.239958 + Penalty 1917.723414 = -2220998.516544 nChanged 251 SP:Iteration 39Q (12316.499089 sec): 3 clusters Score: Raw -2223003.410409 + Penalty 1917.723414 = -2221085.686996 nChanged 204 SP:Iteration 40F (12316.537542 sec): 3 clusters Score: Raw -2223076.854531 + Penalty 1917.723414 = -2221159.131117 nChanged 194 SP:Iteration 41Q (12316.571900 sec): 3 clusters Score: Raw -2223142.649561 + Penalty 1917.723414 = -2221224.926147 nChanged 175 SP:Iteration 42Q (12316.605863 sec): 3 clusters Score: Raw -2223199.543733 + Penalty 1917.723414 = -2221281.820319 nChanged 164 SP:Iteration 43Q (12316.639740 sec): 3 clusters Score: Raw -2223255.046360 + Penalty 1917.723414 = -2221337.322946 nChanged 147 SP:Iteration 44Q (12316.673340 sec): 3 clusters Score: Raw -2223306.844569 + Penalty 1917.723414 = -2221389.121155 nChanged 117 SP:Iteration 45Q (12316.707093 sec): 3 clusters Score: Raw -2223349.218558 + Penalty 1917.723414 = -2221431.495144 nChanged 109 SP:Iteration 46Q (12316.740544 sec): 3 clusters Score: Raw -2223392.568331 + Penalty 1917.723414 = -2221474.844918 nChanged 98 SP:Iteration 47Q (12316.773814 sec): 3 clusters Score: Raw -2223426.633978 + Penalty 1917.723414 = -2221508.910564 nChanged 76 SP:Iteration 48Q (12316.807066 sec): 3 clusters Score: Raw -2223450.614670 + Penalty 1917.723414 = -2221532.891257 nChanged 60 SP:Iteration 49Q (12316.840306 sec): 3 clusters Score: Raw -2223466.687638 + Penalty 1917.723414 = -2221548.964224 nChanged 50 SP:Iteration 50Q (12316.873502 sec): 3 clusters Score: Raw -2223480.314444 + Penalty 1917.723414 = -2221562.591031 nChanged 37 SP:Iteration 51Q (12316.906563 sec): 3 clusters Score: Raw -2223488.552090 + Penalty 1917.723414 = -2221570.828676 nChanged 31 SP:Iteration 52Q (12316.939666 sec): 3 clusters Score: Raw -2223496.985363 + Penalty 1917.723414 = -2221579.261949 nChanged 31 SP:Iteration 53Q (12316.972623 sec): 3 clusters Score: Raw -2223505.377177 + Penalty 1917.723414 = -2221587.653763 nChanged 36 SP:Iteration 54Q (12317.005694 sec): 3 clusters Score: Raw -2223513.865472 + Penalty 1917.723414 = -2221596.142059 nChanged 23 SP:Iteration 55Q (12317.038823 sec): 3 clusters Score: Raw -2223518.727388 + Penalty 1917.723414 = -2221601.003975 nChanged 20 SP:Iteration 56Q (12317.071723 sec): 3 clusters Score: Raw -2223522.238939 + Penalty 1917.723414 = -2221604.515526 nChanged 16 SP:Iteration 57Q (12317.104669 sec): 3 clusters Score: Raw -2223525.896439 + Penalty 1917.723414 = -2221608.173026 nChanged 14 SP:Iteration 58Q (12317.137613 sec): 3 clusters Score: Raw -2223530.042699 + Penalty 1917.723414 = -2221612.319286 nChanged 19 SP:Iteration 59Q (12317.170660 sec): 3 clusters Score: Raw -2223535.957729 + Penalty 1917.723414 = -2221618.234315 nChanged 21 SP:Iteration 60F (12317.208883 sec): 3 clusters Score: Raw -2223541.903144 + Penalty 1917.723414 = -2221624.179730 nChanged 16 SP:Iteration 61Q (12317.241912 sec): 3 clusters Score: Raw -2223546.305888 + Penalty 1917.723414 = -2221628.582475 nChanged 22 SP:Iteration 62Q (12317.274864 sec): 3 clusters Score: Raw -2223553.349364 + Penalty 1917.723414 = -2221635.625950 nChanged 15 SP:Iteration 63Q (12317.307805 sec): 3 clusters Score: Raw -2223557.867069 + Penalty 1917.723414 = -2221640.143656 nChanged 17 SP:Iteration 64Q (12317.340791 sec): 3 clusters Score: Raw -2223562.680746 + Penalty 1917.723414 = -2221644.957332 nChanged 16 SP:Iteration 65Q (12317.373722 sec): 3 clusters Score: Raw -2223569.865783 + Penalty 1917.723414 = -2221652.142369 nChanged 22 SP:Iteration 66Q (12317.406520 sec): 3 clusters Score: Raw -2223577.060345 + Penalty 1917.723414 = -2221659.336931 nChanged 24 SP:Iteration 67Q (12317.439356 sec): 3 clusters Score: Raw -2223583.580114 + Penalty 1917.723414 = -2221665.856701 nChanged 16 SP:Iteration 68Q (12317.472140 sec): 3 clusters Score: Raw -2223588.341555 + Penalty 1917.723414 = -2221670.618141 nChanged 11 SP:Iteration 69Q (12317.504672 sec): 3 clusters Score: Raw -2223591.768646 + Penalty 1917.723414 = -2221674.045232 nChanged 9 SP:Iteration 70Q (12317.537214 sec): 3 clusters Score: Raw -2223593.827927 + Penalty 1917.723414 = -2221676.104514 nChanged 6 SP:Iteration 71Q (12317.569684 sec): 3 clusters Score: Raw -2223596.135751 + Penalty 1917.723414 = -2221678.412337 nChanged 7 SP:Iteration 72Q (12317.602184 sec): 3 clusters Score: Raw -2223598.899475 + Penalty 1917.723414 = -2221681.176061 nChanged 7 SP:Iteration 73Q (12317.634647 sec): 3 clusters Score: Raw -2223601.177985 + Penalty 1917.723414 = -2221683.454572 nChanged 7 SP:Iteration 74Q (12317.667013 sec): 3 clusters Score: Raw -2223602.747213 + Penalty 1917.723414 = -2221685.023799 nChanged 5 SP:Iteration 75Q (12317.699465 sec): 3 clusters Score: Raw -2223604.153334 + Penalty 1917.723414 = -2221686.429920 nChanged 4 SP:Iteration 76Q (12317.731912 sec): 3 clusters Score: Raw -2223605.177947 + Penalty 1917.723414 = -2221687.454533 nChanged 3 SP:Iteration 77Q (12317.764373 sec): 3 clusters Score: Raw -2223605.773734 + Penalty 1917.723414 = -2221688.050320 nChanged 1 SP:Iteration 78Q (12317.796807 sec): 3 clusters Score: Raw -2223605.881976 + Penalty 1917.723414 = -2221688.158563 nChanged 0 SP:Iteration 79F (12317.834871 sec): 3 clusters Score: Raw -2223605.881976 + Penalty 1917.723414 = -2221688.158563 nChanged 0 Trying to split cluster 19 (910 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12317.848150 sec): 2 clusters Score: Raw -80888.774713 + Penalty 647.277237 = -80241.497476 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12317.852402 sec): 3 clusters Score: Raw -80526.955905 + Penalty 1294.554474 = -79232.401431 nChanged 317 SP:Iteration 1F (12317.856165 sec): 3 clusters Score: Raw -80753.885278 + Penalty 1294.554474 = -79459.330804 nChanged 89 SP:Iteration 2F (12317.859939 sec): 3 clusters Score: Raw -80839.525159 + Penalty 1294.554474 = -79544.970685 nChanged 62 SP:Iteration 3F (12317.863725 sec): 3 clusters Score: Raw -80913.012030 + Penalty 1294.554474 = -79618.457556 nChanged 41 SP:Iteration 4Q (12317.867441 sec): 3 clusters Score: Raw -80949.977393 + Penalty 1294.554474 = -79655.422919 nChanged 22 SP:Iteration 5Q (12317.871213 sec): 3 clusters Score: Raw -80972.046648 + Penalty 1294.554474 = -79677.492174 nChanged 19 SP:Iteration 6Q (12317.874952 sec): 3 clusters Score: Raw -80984.080549 + Penalty 1294.554474 = -79689.526075 nChanged 16 SP:Iteration 7Q (12317.878647 sec): 3 clusters Score: Raw -80997.870900 + Penalty 1294.554474 = -79703.316426 nChanged 7 SP:Iteration 8Q (12317.882395 sec): 3 clusters Score: Raw -81004.289466 + Penalty 1294.554474 = -79709.734992 nChanged 14 SP:Iteration 9Q (12317.886146 sec): 3 clusters Score: Raw -81012.648226 + Penalty 1294.554474 = -79718.093752 nChanged 15 SP:Iteration 10Q (12317.889869 sec): 3 clusters Score: Raw -81025.658769 + Penalty 1294.554474 = -79731.104295 nChanged 12 SP:Iteration 11Q (12317.893589 sec): 3 clusters Score: Raw -81039.033692 + Penalty 1294.554474 = -79744.479218 nChanged 7 SP:Iteration 12Q (12317.897297 sec): 3 clusters Score: Raw -81047.369189 + Penalty 1294.554474 = -79752.814715 nChanged 8 SP:Iteration 13Q (12317.901015 sec): 3 clusters Score: Raw -81055.325845 + Penalty 1294.554474 = -79760.771371 nChanged 4 SP:Iteration 14Q (12317.904740 sec): 3 clusters Score: Raw -81058.264106 + Penalty 1294.554474 = -79763.709632 nChanged 3 SP:Iteration 15Q (12317.908450 sec): 3 clusters Score: Raw -81059.785658 + Penalty 1294.554474 = -79765.231184 nChanged 2 SP:Iteration 16Q (12317.912140 sec): 3 clusters Score: Raw -81060.624030 + Penalty 1294.554474 = -79766.069556 nChanged 2 SP:Iteration 17Q (12317.915855 sec): 3 clusters Score: Raw -81062.623326 + Penalty 1294.554474 = -79768.068852 nChanged 3 SP:Iteration 18Q (12317.919514 sec): 3 clusters Score: Raw -81064.112899 + Penalty 1294.554474 = -79769.558425 nChanged 1 SP:Iteration 19Q (12317.923185 sec): 3 clusters Score: Raw -81065.157044 + Penalty 1294.554474 = -79770.602571 nChanged 2 SP:Iteration 20F (12317.926859 sec): 3 clusters Score: Raw -81066.066424 + Penalty 1294.554474 = -79771.511950 nChanged 0 Trying to split cluster 20 (13570 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12317.952354 sec): 2 clusters Score: Raw -1126539.498840 + Penalty 903.983592 = -1125635.515249 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12317.981923 sec): 3 clusters Score: Raw -1118380.227837 + Penalty 1807.967183 = -1116572.260654 nChanged 6249 SP:Iteration 1F (12318.010104 sec): 3 clusters Score: Raw -1123248.030142 + Penalty 1807.967183 = -1121440.062959 nChanged 1493 SP:Iteration 2F (12318.038533 sec): 3 clusters Score: Raw -1124762.258820 + Penalty 1807.967183 = -1122954.291637 nChanged 1325 SP:Iteration 3F (12318.066828 sec): 3 clusters Score: Raw -1125845.972095 + Penalty 1807.967183 = -1124038.004912 nChanged 884 SP:Iteration 4F (12318.095205 sec): 3 clusters Score: Raw -1126391.031053 + Penalty 1807.967183 = -1124583.063870 nChanged 549 SP:Iteration 5Q (12318.134386 sec): 3 clusters Score: Raw -1126660.386680 + Penalty 1807.967183 = -1124852.419497 nChanged 325 SP:Iteration 6Q (12318.162306 sec): 3 clusters Score: Raw -1126797.677482 + Penalty 1807.967183 = -1124989.710299 nChanged 229 SP:Iteration 7Q (12318.192993 sec): 3 clusters Score: Raw -1126882.840025 + Penalty 1807.967183 = -1125074.872842 nChanged 194 SP:Iteration 8Q (12318.221513 sec): 3 clusters Score: Raw -1126954.672676 + Penalty 1807.967183 = -1125146.705493 nChanged 204 SP:Iteration 9Q (12318.249834 sec): 3 clusters Score: Raw -1127032.464271 + Penalty 1807.967183 = -1125224.497088 nChanged 190 SP:Iteration 10Q (12318.278281 sec): 3 clusters Score: Raw -1127111.195444 + Penalty 1807.967183 = -1125303.228261 nChanged 180 SP:Iteration 11Q (12318.306904 sec): 3 clusters Score: Raw -1127182.318619 + Penalty 1807.967183 = -1125374.351436 nChanged 182 SP:Iteration 12Q (12318.335277 sec): 3 clusters Score: Raw -1127251.910450 + Penalty 1807.967183 = -1125443.943267 nChanged 151 SP:Iteration 13Q (12318.363656 sec): 3 clusters Score: Raw -1127310.400133 + Penalty 1807.967183 = -1125502.432950 nChanged 132 SP:Iteration 14Q (12318.391864 sec): 3 clusters Score: Raw -1127357.066336 + Penalty 1807.967183 = -1125549.099153 nChanged 120 SP:Iteration 15Q (12318.420001 sec): 3 clusters Score: Raw -1127397.571904 + Penalty 1807.967183 = -1125589.604720 nChanged 96 SP:Iteration 16Q (12318.448244 sec): 3 clusters Score: Raw -1127431.851468 + Penalty 1807.967183 = -1125623.884285 nChanged 79 SP:Iteration 17Q (12318.476225 sec): 3 clusters Score: Raw -1127461.887278 + Penalty 1807.967183 = -1125653.920095 nChanged 76 SP:Iteration 18Q (12318.504197 sec): 3 clusters Score: Raw -1127489.569652 + Penalty 1807.967183 = -1125681.602469 nChanged 67 SP:Iteration 19Q (12318.531955 sec): 3 clusters Score: Raw -1127504.863282 + Penalty 1807.967183 = -1125696.896099 nChanged 51 SP:Iteration 20F (12318.560481 sec): 3 clusters Score: Raw -1127515.957308 + Penalty 1807.967183 = -1125707.990125 nChanged 46 SP:Iteration 21Q (12318.588259 sec): 3 clusters Score: Raw -1127530.299738 + Penalty 1807.967183 = -1125722.332555 nChanged 47 SP:Iteration 22Q (12318.615864 sec): 3 clusters Score: Raw -1127544.096658 + Penalty 1807.967183 = -1125736.129475 nChanged 48 SP:Iteration 23Q (12318.643473 sec): 3 clusters Score: Raw -1127557.746702 + Penalty 1807.967183 = -1125749.779519 nChanged 31 SP:Iteration 24Q (12318.670981 sec): 3 clusters Score: Raw -1127567.310057 + Penalty 1807.967183 = -1125759.342874 nChanged 35 SP:Iteration 25Q (12318.698429 sec): 3 clusters Score: Raw -1127575.078807 + Penalty 1807.967183 = -1125767.111624 nChanged 28 SP:Iteration 26Q (12318.725721 sec): 3 clusters Score: Raw -1127582.207649 + Penalty 1807.967183 = -1125774.240466 nChanged 24 SP:Iteration 27Q (12318.752904 sec): 3 clusters Score: Raw -1127592.590900 + Penalty 1807.967183 = -1125784.623717 nChanged 23 SP:Iteration 28Q (12318.780184 sec): 3 clusters Score: Raw -1127603.258683 + Penalty 1807.967183 = -1125795.291500 nChanged 25 SP:Iteration 29Q (12318.807292 sec): 3 clusters Score: Raw -1127608.406353 + Penalty 1807.967183 = -1125800.439170 nChanged 16 SP:Iteration 30Q (12318.834423 sec): 3 clusters Score: Raw -1127615.420895 + Penalty 1807.967183 = -1125807.453712 nChanged 21 SP:Iteration 31Q (12318.861299 sec): 3 clusters Score: Raw -1127621.981711 + Penalty 1807.967183 = -1125814.014528 nChanged 28 SP:Iteration 32Q (12318.888154 sec): 3 clusters Score: Raw -1127627.547606 + Penalty 1807.967183 = -1125819.580423 nChanged 13 SP:Iteration 33Q (12318.915071 sec): 3 clusters Score: Raw -1127630.580518 + Penalty 1807.967183 = -1125822.613335 nChanged 7 SP:Iteration 34Q (12318.941978 sec): 3 clusters Score: Raw -1127632.256593 + Penalty 1807.967183 = -1125824.289410 nChanged 11 SP:Iteration 35Q (12318.968889 sec): 3 clusters Score: Raw -1127635.740459 + Penalty 1807.967183 = -1125827.773276 nChanged 11 SP:Iteration 36Q (12318.995628 sec): 3 clusters Score: Raw -1127639.690092 + Penalty 1807.967183 = -1125831.722909 nChanged 11 SP:Iteration 37Q (12319.022346 sec): 3 clusters Score: Raw -1127642.412898 + Penalty 1807.967183 = -1125834.445715 nChanged 16 SP:Iteration 38Q (12319.049015 sec): 3 clusters Score: Raw -1127646.800191 + Penalty 1807.967183 = -1125838.833008 nChanged 15 SP:Iteration 39Q (12319.075736 sec): 3 clusters Score: Raw -1127650.283868 + Penalty 1807.967183 = -1125842.316685 nChanged 14 SP:Iteration 40F (12319.104421 sec): 3 clusters Score: Raw -1127653.818635 + Penalty 1807.967183 = -1125845.851451 nChanged 8 SP:Iteration 41Q (12319.131071 sec): 3 clusters Score: Raw -1127654.501090 + Penalty 1807.967183 = -1125846.533907 nChanged 2 SP:Iteration 42Q (12319.157695 sec): 3 clusters Score: Raw -1127654.680891 + Penalty 1807.967183 = -1125846.713708 nChanged 3 SP:Iteration 43Q (12319.184302 sec): 3 clusters Score: Raw -1127654.909878 + Penalty 1807.967183 = -1125846.942695 nChanged 1 SP:Iteration 44Q (12319.211066 sec): 3 clusters Score: Raw -1127655.488760 + Penalty 1807.967183 = -1125847.521577 nChanged 7 SP:Iteration 45Q (12319.237742 sec): 3 clusters Score: Raw -1127656.056255 + Penalty 1807.967183 = -1125848.089072 nChanged 2 SP:Iteration 46Q (12319.264533 sec): 3 clusters Score: Raw -1127656.465752 + Penalty 1807.967183 = -1125848.498569 nChanged 0 SP:Iteration 47F (12319.293083 sec): 3 clusters Score: Raw -1127656.465752 + Penalty 1807.967183 = -1125848.498569 nChanged 0 Score: Raw -89554775.400477 + Penalty 51115.904099 = -89503659.496379 Splitting cluster 20 changes total score from -89503847.096602 to -89503659.496379 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12337.603188 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12337.610653 sec): 3 clusters Score: Raw -174605.577822 + Penalty 1425.100602 = -173180.477220 nChanged 699 SP:Iteration 1F (12337.617457 sec): 3 clusters Score: Raw -175023.210976 + Penalty 1425.100602 = -173598.110373 nChanged 162 SP:Iteration 2F (12337.624215 sec): 3 clusters Score: Raw -175133.833222 + Penalty 1425.100602 = -173708.732620 nChanged 95 SP:Iteration 3F (12337.630984 sec): 3 clusters Score: Raw -175196.662129 + Penalty 1425.100602 = -173771.561526 nChanged 77 SP:Iteration 4Q (12337.637763 sec): 3 clusters Score: Raw -175242.403625 + Penalty 1425.100602 = -173817.303023 nChanged 59 SP:Iteration 5Q (12337.644569 sec): 3 clusters Score: Raw -175271.690447 + Penalty 1425.100602 = -173846.589845 nChanged 45 SP:Iteration 6Q (12337.651331 sec): 3 clusters Score: Raw -175291.674712 + Penalty 1425.100602 = -173866.574109 nChanged 33 SP:Iteration 7Q (12337.658014 sec): 3 clusters Score: Raw -175309.016934 + Penalty 1425.100602 = -173883.916332 nChanged 31 SP:Iteration 8Q (12337.664697 sec): 3 clusters Score: Raw -175326.328991 + Penalty 1425.100602 = -173901.228389 nChanged 24 SP:Iteration 9Q (12337.671430 sec): 3 clusters Score: Raw -175337.543754 + Penalty 1425.100602 = -173912.443151 nChanged 25 SP:Iteration 10Q (12337.678194 sec): 3 clusters Score: Raw -175350.024036 + Penalty 1425.100602 = -173924.923434 nChanged 30 SP:Iteration 11Q (12337.684917 sec): 3 clusters Score: Raw -175367.469796 + Penalty 1425.100602 = -173942.369194 nChanged 25 SP:Iteration 12Q (12337.691644 sec): 3 clusters Score: Raw -175382.802798 + Penalty 1425.100602 = -173957.702196 nChanged 24 SP:Iteration 13Q (12337.698286 sec): 3 clusters Score: Raw -175392.824123 + Penalty 1425.100602 = -173967.723521 nChanged 16 SP:Iteration 14Q (12337.704994 sec): 3 clusters Score: Raw -175398.010331 + Penalty 1425.100602 = -173972.909728 nChanged 12 SP:Iteration 15Q (12337.711681 sec): 3 clusters Score: Raw -175402.186490 + Penalty 1425.100602 = -173977.085888 nChanged 8 SP:Iteration 16Q (12337.718315 sec): 3 clusters Score: Raw -175405.024330 + Penalty 1425.100602 = -173979.923728 nChanged 6 SP:Iteration 17Q (12337.725029 sec): 3 clusters Score: Raw -175406.418363 + Penalty 1425.100602 = -173981.317761 nChanged 6 SP:Iteration 18Q (12337.731728 sec): 3 clusters Score: Raw -175408.480486 + Penalty 1425.100602 = -173983.379884 nChanged 9 SP:Iteration 19Q (12337.738450 sec): 3 clusters Score: Raw -175412.693361 + Penalty 1425.100602 = -173987.592759 nChanged 10 SP:Iteration 20F (12337.745183 sec): 3 clusters Score: Raw -175416.358723 + Penalty 1425.100602 = -173991.258121 nChanged 7 SP:Iteration 21Q (12337.751906 sec): 3 clusters Score: Raw -175419.183066 + Penalty 1425.100602 = -173994.082463 nChanged 9 SP:Iteration 22Q (12337.758612 sec): 3 clusters Score: Raw -175422.164695 + Penalty 1425.100602 = -173997.064093 nChanged 9 SP:Iteration 23Q (12337.765251 sec): 3 clusters Score: Raw -175424.943016 + Penalty 1425.100602 = -173999.842414 nChanged 9 SP:Iteration 24Q (12337.771902 sec): 3 clusters Score: Raw -175428.563753 + Penalty 1425.100602 = -174003.463150 nChanged 6 SP:Iteration 25Q (12337.778593 sec): 3 clusters Score: Raw -175430.725535 + Penalty 1425.100602 = -174005.624933 nChanged 9 SP:Iteration 26Q (12337.785276 sec): 3 clusters Score: Raw -175433.952692 + Penalty 1425.100602 = -174008.852090 nChanged 5 SP:Iteration 27Q (12337.791959 sec): 3 clusters Score: Raw -175435.780655 + Penalty 1425.100602 = -174010.680053 nChanged 3 SP:Iteration 28Q (12337.798636 sec): 3 clusters Score: Raw -175436.434879 + Penalty 1425.100602 = -174011.334277 nChanged 1 SP:Iteration 29Q (12337.805341 sec): 3 clusters Score: Raw -175436.770435 + Penalty 1425.100602 = -174011.669833 nChanged 1 SP:Iteration 30Q (12337.812026 sec): 3 clusters Score: Raw -175437.291217 + Penalty 1425.100602 = -174012.190615 nChanged 3 SP:Iteration 31Q (12337.818712 sec): 3 clusters Score: Raw -175438.332948 + Penalty 1425.100602 = -174013.232346 nChanged 2 SP:Iteration 32Q (12337.825395 sec): 3 clusters Score: Raw -175438.870752 + Penalty 1425.100602 = -174013.770150 nChanged 3 SP:Iteration 33Q (12337.832072 sec): 3 clusters Score: Raw -175439.596920 + Penalty 1425.100602 = -174014.496318 nChanged 2 SP:Iteration 34Q (12337.838732 sec): 3 clusters Score: Raw -175440.439700 + Penalty 1425.100602 = -174015.339098 nChanged 7 SP:Iteration 35Q (12337.845438 sec): 3 clusters Score: Raw -175444.148728 + Penalty 1425.100602 = -174019.048125 nChanged 11 SP:Iteration 36Q (12337.852113 sec): 3 clusters Score: Raw -175448.478783 + Penalty 1425.100602 = -174023.378181 nChanged 9 SP:Iteration 37Q (12337.858789 sec): 3 clusters Score: Raw -175453.153496 + Penalty 1425.100602 = -174028.052894 nChanged 14 SP:Iteration 38Q (12337.865450 sec): 3 clusters Score: Raw -175459.664387 + Penalty 1425.100602 = -174034.563785 nChanged 13 SP:Iteration 39Q (12337.872064 sec): 3 clusters Score: Raw -175466.882332 + Penalty 1425.100602 = -174041.781730 nChanged 16 SP:Iteration 40F (12337.878747 sec): 3 clusters Score: Raw -175475.365231 + Penalty 1425.100602 = -174050.264629 nChanged 10 SP:Iteration 41Q (12337.885386 sec): 3 clusters Score: Raw -175479.095427 + Penalty 1425.100602 = -174053.994825 nChanged 10 SP:Iteration 42Q (12337.891962 sec): 3 clusters Score: Raw -175484.027951 + Penalty 1425.100602 = -174058.927348 nChanged 8 SP:Iteration 43Q (12337.898626 sec): 3 clusters Score: Raw -175487.370923 + Penalty 1425.100602 = -174062.270321 nChanged 6 SP:Iteration 44Q (12337.905294 sec): 3 clusters Score: Raw -175488.735023 + Penalty 1425.100602 = -174063.634421 nChanged 5 SP:Iteration 45Q (12337.911924 sec): 3 clusters Score: Raw -175490.562052 + Penalty 1425.100602 = -174065.461450 nChanged 5 SP:Iteration 46Q (12337.918547 sec): 3 clusters Score: Raw -175492.413392 + Penalty 1425.100602 = -174067.312790 nChanged 6 SP:Iteration 47Q (12337.925176 sec): 3 clusters Score: Raw -175495.362735 + Penalty 1425.100602 = -174070.262133 nChanged 6 SP:Iteration 48Q (12337.931788 sec): 3 clusters Score: Raw -175497.532704 + Penalty 1425.100602 = -174072.432102 nChanged 9 SP:Iteration 49Q (12337.938416 sec): 3 clusters Score: Raw -175502.321916 + Penalty 1425.100602 = -174077.221314 nChanged 11 SP:Iteration 50Q (12337.945051 sec): 3 clusters Score: Raw -175506.468539 + Penalty 1425.100602 = -174081.367937 nChanged 6 SP:Iteration 51Q (12337.951676 sec): 3 clusters Score: Raw -175508.286648 + Penalty 1425.100602 = -174083.186046 nChanged 6 SP:Iteration 52Q (12337.958224 sec): 3 clusters Score: Raw -175511.912448 + Penalty 1425.100602 = -174086.811846 nChanged 10 SP:Iteration 53Q (12337.964874 sec): 3 clusters Score: Raw -175517.722692 + Penalty 1425.100602 = -174092.622090 nChanged 9 SP:Iteration 54Q (12337.971479 sec): 3 clusters Score: Raw -175521.992345 + Penalty 1425.100602 = -174096.891742 nChanged 6 SP:Iteration 55Q (12337.978085 sec): 3 clusters Score: Raw -175525.081648 + Penalty 1425.100602 = -174099.981046 nChanged 4 SP:Iteration 56Q (12337.984702 sec): 3 clusters Score: Raw -175527.473883 + Penalty 1425.100602 = -174102.373281 nChanged 8 SP:Iteration 57Q (12337.991249 sec): 3 clusters Score: Raw -175530.710986 + Penalty 1425.100602 = -174105.610383 nChanged 4 SP:Iteration 58Q (12337.997885 sec): 3 clusters Score: Raw -175532.466520 + Penalty 1425.100602 = -174107.365918 nChanged 1 SP:Iteration 59Q (12338.004490 sec): 3 clusters Score: Raw -175532.887051 + Penalty 1425.100602 = -174107.786449 nChanged 1 SP:Iteration 60F (12338.011201 sec): 3 clusters Score: Raw -175533.069304 + Penalty 1425.100602 = -174107.968701 nChanged 1 SP:Iteration 61Q (12338.017814 sec): 3 clusters Score: Raw -175533.719906 + Penalty 1425.100602 = -174108.619303 nChanged 3 SP:Iteration 62Q (12338.024347 sec): 3 clusters Score: Raw -175535.331467 + Penalty 1425.100602 = -174110.230865 nChanged 4 SP:Iteration 63Q (12338.030980 sec): 3 clusters Score: Raw -175536.753183 + Penalty 1425.100602 = -174111.652581 nChanged 2 SP:Iteration 64Q (12338.037580 sec): 3 clusters Score: Raw -175537.980095 + Penalty 1425.100602 = -174112.879493 nChanged 5 SP:Iteration 65Q (12338.044181 sec): 3 clusters Score: Raw -175541.567185 + Penalty 1425.100602 = -174116.466583 nChanged 6 SP:Iteration 66Q (12338.050706 sec): 3 clusters Score: Raw -175544.010156 + Penalty 1425.100602 = -174118.909554 nChanged 1 SP:Iteration 67Q (12338.057314 sec): 3 clusters Score: Raw -175544.186390 + Penalty 1425.100602 = -174119.085788 nChanged 0 SP:Iteration 68F (12338.064021 sec): 3 clusters Score: Raw -175544.186390 + Penalty 1425.100602 = -174119.085788 nChanged 0 Trying to split cluster 22 (6298 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12338.083361 sec): 2 clusters Score: Raw -602532.498626 + Penalty 831.058803 = -601701.439823 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12338.104133 sec): 3 clusters Score: Raw -598898.308626 + Penalty 1662.117606 = -597236.191019 nChanged 2772 SP:Iteration 1F (12338.124379 sec): 3 clusters Score: Raw -600517.662143 + Penalty 1662.117606 = -598855.544537 nChanged 422 SP:Iteration 2F (12338.144595 sec): 3 clusters Score: Raw -600763.970686 + Penalty 1662.117606 = -599101.853079 nChanged 395 SP:Iteration 3F (12338.164596 sec): 3 clusters Score: Raw -600993.017764 + Penalty 1662.117606 = -599330.900158 nChanged 352 SP:Iteration 4F (12338.184626 sec): 3 clusters Score: Raw -601183.980929 + Penalty 1662.117606 = -599521.863323 nChanged 303 SP:Iteration 5Q (12338.204759 sec): 3 clusters Score: Raw -601349.508018 + Penalty 1662.117606 = -599687.390412 nChanged 294 SP:Iteration 6Q (12338.224987 sec): 3 clusters Score: Raw -601526.288873 + Penalty 1662.117606 = -599864.171267 nChanged 271 SP:Iteration 7Q (12338.245262 sec): 3 clusters Score: Raw -601724.894974 + Penalty 1662.117606 = -600062.777368 nChanged 267 SP:Iteration 8Q (12338.265331 sec): 3 clusters Score: Raw -601891.081480 + Penalty 1662.117606 = -600228.963874 nChanged 230 SP:Iteration 9Q (12338.285483 sec): 3 clusters Score: Raw -602023.960465 + Penalty 1662.117606 = -600361.842858 nChanged 182 SP:Iteration 10Q (12338.305373 sec): 3 clusters Score: Raw -602111.693939 + Penalty 1662.117606 = -600449.576333 nChanged 150 SP:Iteration 11Q (12338.325210 sec): 3 clusters Score: Raw -602160.481077 + Penalty 1662.117606 = -600498.363471 nChanged 118 SP:Iteration 12Q (12338.345099 sec): 3 clusters Score: Raw -602192.823910 + Penalty 1662.117606 = -600530.706303 nChanged 87 SP:Iteration 13Q (12338.364973 sec): 3 clusters Score: Raw -602212.910499 + Penalty 1662.117606 = -600550.792893 nChanged 52 SP:Iteration 14Q (12338.384575 sec): 3 clusters Score: Raw -602223.718273 + Penalty 1662.117606 = -600561.600667 nChanged 49 SP:Iteration 15Q (12338.404447 sec): 3 clusters Score: Raw -602234.117067 + Penalty 1662.117606 = -600571.999461 nChanged 48 SP:Iteration 16Q (12338.424053 sec): 3 clusters Score: Raw -602243.051028 + Penalty 1662.117606 = -600580.933422 nChanged 40 SP:Iteration 17Q (12338.443861 sec): 3 clusters Score: Raw -602249.424435 + Penalty 1662.117606 = -600587.306829 nChanged 36 SP:Iteration 18Q (12338.463770 sec): 3 clusters Score: Raw -602254.981991 + Penalty 1662.117606 = -600592.864384 nChanged 33 SP:Iteration 19Q (12338.483522 sec): 3 clusters Score: Raw -602261.122511 + Penalty 1662.117606 = -600599.004905 nChanged 35 SP:Iteration 20F (12338.503729 sec): 3 clusters Score: Raw -602265.761895 + Penalty 1662.117606 = -600603.644288 nChanged 23 SP:Iteration 21Q (12338.523619 sec): 3 clusters Score: Raw -602268.894907 + Penalty 1662.117606 = -600606.777301 nChanged 16 SP:Iteration 22Q (12338.543481 sec): 3 clusters Score: Raw -602270.734427 + Penalty 1662.117606 = -600608.616821 nChanged 12 SP:Iteration 23Q (12338.563197 sec): 3 clusters Score: Raw -602272.319286 + Penalty 1662.117606 = -600610.201680 nChanged 14 SP:Iteration 24Q (12338.583189 sec): 3 clusters Score: Raw -602273.942366 + Penalty 1662.117606 = -600611.824760 nChanged 13 SP:Iteration 25Q (12338.603131 sec): 3 clusters Score: Raw -602275.744757 + Penalty 1662.117606 = -600613.627151 nChanged 18 SP:Iteration 26Q (12338.622764 sec): 3 clusters Score: Raw -602277.788438 + Penalty 1662.117606 = -600615.670832 nChanged 11 SP:Iteration 27Q (12338.642651 sec): 3 clusters Score: Raw -602278.764813 + Penalty 1662.117606 = -600616.647207 nChanged 12 SP:Iteration 28Q (12338.662452 sec): 3 clusters Score: Raw -602280.025058 + Penalty 1662.117606 = -600617.907452 nChanged 11 SP:Iteration 29Q (12338.682247 sec): 3 clusters Score: Raw -602281.406006 + Penalty 1662.117606 = -600619.288400 nChanged 7 SP:Iteration 30Q (12338.701915 sec): 3 clusters Score: Raw -602281.972112 + Penalty 1662.117606 = -600619.854505 nChanged 6 SP:Iteration 31Q (12338.721850 sec): 3 clusters Score: Raw -602282.438386 + Penalty 1662.117606 = -600620.320780 nChanged 5 SP:Iteration 32Q (12338.741537 sec): 3 clusters Score: Raw -602282.699384 + Penalty 1662.117606 = -600620.581777 nChanged 4 SP:Iteration 33Q (12338.761322 sec): 3 clusters Score: Raw -602282.909087 + Penalty 1662.117606 = -600620.791481 nChanged 3 SP:Iteration 34Q (12338.781058 sec): 3 clusters Score: Raw -602283.104174 + Penalty 1662.117606 = -600620.986568 nChanged 1 SP:Iteration 35Q (12338.800777 sec): 3 clusters Score: Raw -602283.155160 + Penalty 1662.117606 = -600621.037553 nChanged 0 SP:Iteration 36F (12338.820898 sec): 3 clusters Score: Raw -602283.155160 + Penalty 1662.117606 = -600621.037553 nChanged 0 Trying to split cluster 23 (184 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12338.834585 sec): 2 clusters Score: Raw -12846.669694 + Penalty 495.418897 = -12351.250797 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12338.835960 sec): 3 clusters Score: Raw -13019.655467 + Penalty 990.837794 = -12028.817673 nChanged 55 SP:Iteration 1F (12338.837172 sec): 3 clusters Score: Raw -13149.311117 + Penalty 990.837794 = -12158.473323 nChanged 9 SP:Iteration 2Q (12338.838356 sec): 3 clusters Score: Raw -13159.568247 + Penalty 990.837794 = -12168.730453 nChanged 1 SP:Iteration 3Q (12338.839526 sec): 3 clusters Score: Raw -13160.301560 + Penalty 990.837794 = -12169.463766 nChanged 0 SP:Iteration 4F (12338.840705 sec): 3 clusters Score: Raw -13160.301560 + Penalty 990.837794 = -12169.463766 nChanged 0 Trying to split cluster 24 (1501 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12338.856111 sec): 2 clusters Score: Raw -155063.929760 + Penalty 694.819249 = -154369.110511 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12338.862460 sec): 3 clusters Score: Raw -154368.515964 + Penalty 1389.638498 = -152978.877466 nChanged 550 SP:Iteration 1F (12338.868275 sec): 3 clusters Score: Raw -154677.367670 + Penalty 1389.638498 = -153287.729172 nChanged 106 SP:Iteration 2F (12338.874014 sec): 3 clusters Score: Raw -154735.474993 + Penalty 1389.638498 = -153345.836495 nChanged 73 SP:Iteration 3Q (12338.879803 sec): 3 clusters Score: Raw -154782.014324 + Penalty 1389.638498 = -153392.375826 nChanged 53 SP:Iteration 4Q (12338.885540 sec): 3 clusters Score: Raw -154814.035648 + Penalty 1389.638498 = -153424.397150 nChanged 47 SP:Iteration 5Q (12338.891337 sec): 3 clusters Score: Raw -154846.788169 + Penalty 1389.638498 = -153457.149671 nChanged 43 SP:Iteration 6Q (12338.897061 sec): 3 clusters Score: Raw -154872.855336 + Penalty 1389.638498 = -153483.216838 nChanged 36 SP:Iteration 7Q (12338.902864 sec): 3 clusters Score: Raw -154889.581805 + Penalty 1389.638498 = -153499.943307 nChanged 27 SP:Iteration 8Q (12338.908627 sec): 3 clusters Score: Raw -154901.732291 + Penalty 1389.638498 = -153512.093793 nChanged 22 SP:Iteration 9Q (12338.914419 sec): 3 clusters Score: Raw -154914.451492 + Penalty 1389.638498 = -153524.812994 nChanged 25 SP:Iteration 10Q (12338.920183 sec): 3 clusters Score: Raw -154925.256440 + Penalty 1389.638498 = -153535.617942 nChanged 21 SP:Iteration 11Q (12338.925880 sec): 3 clusters Score: Raw -154936.105038 + Penalty 1389.638498 = -153546.466540 nChanged 16 SP:Iteration 12Q (12338.931622 sec): 3 clusters Score: Raw -154942.901908 + Penalty 1389.638498 = -153553.263410 nChanged 9 SP:Iteration 13Q (12338.937386 sec): 3 clusters Score: Raw -154946.005688 + Penalty 1389.638498 = -153556.367190 nChanged 6 SP:Iteration 14Q (12338.943117 sec): 3 clusters Score: Raw -154948.689223 + Penalty 1389.638498 = -153559.050725 nChanged 7 SP:Iteration 15Q (12338.948860 sec): 3 clusters Score: Raw -154951.866566 + Penalty 1389.638498 = -153562.228068 nChanged 6 SP:Iteration 16Q (12338.954547 sec): 3 clusters Score: Raw -154954.020373 + Penalty 1389.638498 = -153564.381875 nChanged 2 SP:Iteration 17Q (12338.960277 sec): 3 clusters Score: Raw -154954.394632 + Penalty 1389.638498 = -153564.756134 nChanged 0 SP:Iteration 18F (12338.966008 sec): 3 clusters Score: Raw -154954.394632 + Penalty 1389.638498 = -153564.756134 nChanged 0 Trying to split cluster 25 (737 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12338.980559 sec): 2 clusters Score: Raw -64654.518335 + Penalty 627.245850 = -64027.272485 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12338.983999 sec): 3 clusters Score: Raw -64386.438108 + Penalty 1254.491700 = -63131.946408 nChanged 237 SP:Iteration 1F (12338.987219 sec): 3 clusters Score: Raw -64570.961151 + Penalty 1254.491700 = -63316.469451 nChanged 61 SP:Iteration 2F (12338.990350 sec): 3 clusters Score: Raw -64626.333264 + Penalty 1254.491700 = -63371.841564 nChanged 39 SP:Iteration 3F (12338.993461 sec): 3 clusters Score: Raw -64666.040587 + Penalty 1254.491700 = -63411.548887 nChanged 22 SP:Iteration 4Q (12338.996548 sec): 3 clusters Score: Raw -64689.196152 + Penalty 1254.491700 = -63434.704453 nChanged 13 SP:Iteration 5Q (12338.999659 sec): 3 clusters Score: Raw -64697.888699 + Penalty 1254.491700 = -63443.397000 nChanged 7 SP:Iteration 6Q (12339.002727 sec): 3 clusters Score: Raw -64700.763202 + Penalty 1254.491700 = -63446.271503 nChanged 6 SP:Iteration 7Q (12339.005861 sec): 3 clusters Score: Raw -64703.284077 + Penalty 1254.491700 = -63448.792378 nChanged 3 SP:Iteration 8Q (12339.008977 sec): 3 clusters Score: Raw -64707.942162 + Penalty 1254.491700 = -63453.450463 nChanged 5 SP:Iteration 9Q (12339.012075 sec): 3 clusters Score: Raw -64714.947630 + Penalty 1254.491700 = -63460.455931 nChanged 5 SP:Iteration 10Q (12339.015173 sec): 3 clusters Score: Raw -64718.069842 + Penalty 1254.491700 = -63463.578143 nChanged 7 SP:Iteration 11Q (12339.018291 sec): 3 clusters Score: Raw -64725.941939 + Penalty 1254.491700 = -63471.450240 nChanged 6 SP:Iteration 12Q (12339.021382 sec): 3 clusters Score: Raw -64731.312629 + Penalty 1254.491700 = -63476.820930 nChanged 5 SP:Iteration 13Q (12339.024463 sec): 3 clusters Score: Raw -64735.840678 + Penalty 1254.491700 = -63481.348979 nChanged 6 SP:Iteration 14Q (12339.027576 sec): 3 clusters Score: Raw -64741.879797 + Penalty 1254.491700 = -63487.388097 nChanged 6 SP:Iteration 15Q (12339.030637 sec): 3 clusters Score: Raw -64749.493668 + Penalty 1254.491700 = -63495.001969 nChanged 3 SP:Iteration 16Q (12339.033691 sec): 3 clusters Score: Raw -64753.632055 + Penalty 1254.491700 = -63499.140355 nChanged 2 SP:Iteration 17Q (12339.036825 sec): 3 clusters Score: Raw -64754.572450 + Penalty 1254.491700 = -63500.080751 nChanged 3 SP:Iteration 18Q (12339.039920 sec): 3 clusters Score: Raw -64758.479148 + Penalty 1254.491700 = -63503.987449 nChanged 1 SP:Iteration 19Q (12339.042984 sec): 3 clusters Score: Raw -64758.806233 + Penalty 1254.491700 = -63504.314533 nChanged 1 SP:Iteration 20F (12339.046093 sec): 3 clusters Score: Raw -64759.237513 + Penalty 1254.491700 = -63504.745813 nChanged 0 Trying to split cluster 26 (9755 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12339.068751 sec): 2 clusters Score: Raw -898888.259747 + Penalty 872.625849 = -898015.633897 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12339.093989 sec): 3 clusters Score: Raw -893081.001369 + Penalty 1745.251698 = -891335.749670 nChanged 4377 SP:Iteration 1F (12339.118345 sec): 3 clusters Score: Raw -895608.804065 + Penalty 1745.251698 = -893863.552367 nChanged 599 SP:Iteration 2F (12339.142474 sec): 3 clusters Score: Raw -895924.878424 + Penalty 1745.251698 = -894179.626726 nChanged 582 SP:Iteration 3F (12339.166781 sec): 3 clusters Score: Raw -896300.875351 + Penalty 1745.251698 = -894555.623653 nChanged 618 SP:Iteration 4F (12339.191156 sec): 3 clusters Score: Raw -896791.021536 + Penalty 1745.251698 = -895045.769838 nChanged 610 SP:Iteration 5F (12339.215512 sec): 3 clusters Score: Raw -897323.302578 + Penalty 1745.251698 = -895578.050880 nChanged 540 SP:Iteration 6F (12339.239516 sec): 3 clusters Score: Raw -897786.628897 + Penalty 1745.251698 = -896041.377198 nChanged 436 SP:Iteration 7Q (12339.263196 sec): 3 clusters Score: Raw -898155.878916 + Penalty 1745.251698 = -896410.627218 nChanged 331 SP:Iteration 8Q (12339.286655 sec): 3 clusters Score: Raw -898451.409011 + Penalty 1745.251698 = -896706.157313 nChanged 246 SP:Iteration 9Q (12339.309774 sec): 3 clusters Score: Raw -898658.382932 + Penalty 1745.251698 = -896913.131234 nChanged 159 SP:Iteration 10Q (12339.332665 sec): 3 clusters Score: Raw -898788.543528 + Penalty 1745.251698 = -897043.291830 nChanged 108 SP:Iteration 11Q (12339.355114 sec): 3 clusters Score: Raw -898869.342748 + Penalty 1745.251698 = -897124.091049 nChanged 79 SP:Iteration 12Q (12339.377233 sec): 3 clusters Score: Raw -898925.403137 + Penalty 1745.251698 = -897180.151439 nChanged 52 SP:Iteration 13Q (12339.399248 sec): 3 clusters Score: Raw -898963.625241 + Penalty 1745.251698 = -897218.373543 nChanged 48 SP:Iteration 14Q (12339.421283 sec): 3 clusters Score: Raw -898999.758305 + Penalty 1745.251698 = -897254.506606 nChanged 32 SP:Iteration 15Q (12339.443407 sec): 3 clusters Score: Raw -899023.916307 + Penalty 1745.251698 = -897278.664609 nChanged 26 SP:Iteration 16Q (12339.465356 sec): 3 clusters Score: Raw -899044.192889 + Penalty 1745.251698 = -897298.941191 nChanged 24 SP:Iteration 17Q (12339.487101 sec): 3 clusters Score: Raw -899060.736090 + Penalty 1745.251698 = -897315.484392 nChanged 15 SP:Iteration 18Q (12339.508901 sec): 3 clusters Score: Raw -899069.871313 + Penalty 1745.251698 = -897324.619615 nChanged 12 SP:Iteration 19Q (12339.530648 sec): 3 clusters Score: Raw -899075.961861 + Penalty 1745.251698 = -897330.710163 nChanged 4 SP:Iteration 20F (12339.554813 sec): 3 clusters Score: Raw -899078.384501 + Penalty 1745.251698 = -897333.132803 nChanged 4 SP:Iteration 21Q (12339.576470 sec): 3 clusters Score: Raw -899079.681535 + Penalty 1745.251698 = -897334.429837 nChanged 5 SP:Iteration 22Q (12339.598094 sec): 3 clusters Score: Raw -899081.664180 + Penalty 1745.251698 = -897336.412482 nChanged 3 SP:Iteration 23Q (12339.649133 sec): 3 clusters Score: Raw -899082.769435 + Penalty 1745.251698 = -897337.517737 nChanged 3 SP:Iteration 24Q (12339.696715 sec): 3 clusters Score: Raw -899084.677049 + Penalty 1745.251698 = -897339.425350 nChanged 5 SP:Iteration 25Q (12339.720516 sec): 3 clusters Score: Raw -899088.139001 + Penalty 1745.251698 = -897342.887303 nChanged 5 SP:Iteration 26Q (12339.744131 sec): 3 clusters Score: Raw -899091.804783 + Penalty 1745.251698 = -897346.553085 nChanged 5 SP:Iteration 27Q (12339.765804 sec): 3 clusters Score: Raw -899096.424773 + Penalty 1745.251698 = -897351.173075 nChanged 3 SP:Iteration 28Q (12339.787763 sec): 3 clusters Score: Raw -899098.171084 + Penalty 1745.251698 = -897352.919386 nChanged 2 SP:Iteration 29Q (12339.809516 sec): 3 clusters Score: Raw -899099.194424 + Penalty 1745.251698 = -897353.942726 nChanged 4 SP:Iteration 30Q (12339.831393 sec): 3 clusters Score: Raw -899100.661097 + Penalty 1745.251698 = -897355.409399 nChanged 3 SP:Iteration 31Q (12339.853023 sec): 3 clusters Score: Raw -899101.699958 + Penalty 1745.251698 = -897356.448260 nChanged 3 SP:Iteration 32Q (12339.874660 sec): 3 clusters Score: Raw -899102.526941 + Penalty 1745.251698 = -897357.275243 nChanged 1 SP:Iteration 33Q (12339.896530 sec): 3 clusters Score: Raw -899102.902880 + Penalty 1745.251698 = -897357.651182 nChanged 3 SP:Iteration 34Q (12339.918215 sec): 3 clusters Score: Raw -899104.424646 + Penalty 1745.251698 = -897359.172948 nChanged 1 SP:Iteration 35Q (12339.939984 sec): 3 clusters Score: Raw -899104.666824 + Penalty 1745.251698 = -897359.415126 nChanged 2 SP:Iteration 36Q (12339.961576 sec): 3 clusters Score: Raw -899106.136253 + Penalty 1745.251698 = -897360.884555 nChanged 1 SP:Iteration 37Q (12339.983179 sec): 3 clusters Score: Raw -899106.457810 + Penalty 1745.251698 = -897361.206112 nChanged 2 SP:Iteration 38Q (12340.004847 sec): 3 clusters Score: Raw -899107.563690 + Penalty 1745.251698 = -897362.311992 nChanged 0 SP:Iteration 39F (12340.029144 sec): 3 clusters Score: Raw -899107.563690 + Penalty 1745.251698 = -897362.311992 nChanged 0 Trying to split cluster 27 (3774 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12340.045867 sec): 2 clusters Score: Raw -329469.765443 + Penalty 782.409619 = -328687.355824 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12340.060811 sec): 3 clusters Score: Raw -327453.910574 + Penalty 1564.819238 = -325889.091336 nChanged 1580 SP:Iteration 1F (12340.074670 sec): 3 clusters Score: Raw -328306.247233 + Penalty 1564.819238 = -326741.427995 nChanged 289 SP:Iteration 2F (12340.088377 sec): 3 clusters Score: Raw -328451.270891 + Penalty 1564.819238 = -326886.451653 nChanged 207 SP:Iteration 3F (12340.102226 sec): 3 clusters Score: Raw -328560.245439 + Penalty 1564.819238 = -326995.426201 nChanged 186 SP:Iteration 4Q (12340.115876 sec): 3 clusters Score: Raw -328690.485313 + Penalty 1564.819238 = -327125.666075 nChanged 192 SP:Iteration 5F (12340.129705 sec): 3 clusters Score: Raw -328818.790532 + Penalty 1564.819238 = -327253.971294 nChanged 171 SP:Iteration 6Q (12340.143222 sec): 3 clusters Score: Raw -328954.153180 + Penalty 1564.819238 = -327389.333942 nChanged 171 SP:Iteration 7Q (12340.156921 sec): 3 clusters Score: Raw -329066.100070 + Penalty 1564.819238 = -327501.280832 nChanged 168 SP:Iteration 8Q (12340.170468 sec): 3 clusters Score: Raw -329150.897101 + Penalty 1564.819238 = -327586.077864 nChanged 141 SP:Iteration 9Q (12340.184018 sec): 3 clusters Score: Raw -329225.636068 + Penalty 1564.819238 = -327660.816830 nChanged 130 SP:Iteration 10Q (12340.197708 sec): 3 clusters Score: Raw -329301.304515 + Penalty 1564.819238 = -327736.485277 nChanged 134 SP:Iteration 11Q (12340.211276 sec): 3 clusters Score: Raw -329389.767113 + Penalty 1564.819238 = -327824.947875 nChanged 122 SP:Iteration 12Q (12340.224896 sec): 3 clusters Score: Raw -329455.581926 + Penalty 1564.819238 = -327890.762689 nChanged 112 SP:Iteration 13Q (12340.238480 sec): 3 clusters Score: Raw -329521.080338 + Penalty 1564.819238 = -327956.261100 nChanged 104 SP:Iteration 14Q (12340.251941 sec): 3 clusters Score: Raw -329566.495144 + Penalty 1564.819238 = -328001.675906 nChanged 74 SP:Iteration 15Q (12340.265466 sec): 3 clusters Score: Raw -329612.357473 + Penalty 1564.819238 = -328047.538235 nChanged 79 SP:Iteration 16Q (12340.278916 sec): 3 clusters Score: Raw -329649.651672 + Penalty 1564.819238 = -328084.832434 nChanged 74 SP:Iteration 17Q (12340.292501 sec): 3 clusters Score: Raw -329682.950692 + Penalty 1564.819238 = -328118.131454 nChanged 63 SP:Iteration 18Q (12340.305914 sec): 3 clusters Score: Raw -329712.870600 + Penalty 1564.819238 = -328148.051362 nChanged 59 SP:Iteration 19Q (12340.319403 sec): 3 clusters Score: Raw -329740.364787 + Penalty 1564.819238 = -328175.545549 nChanged 41 SP:Iteration 20F (12340.333154 sec): 3 clusters Score: Raw -329755.085867 + Penalty 1564.819238 = -328190.266629 nChanged 31 SP:Iteration 21Q (12340.346606 sec): 3 clusters Score: Raw -329768.348955 + Penalty 1564.819238 = -328203.529717 nChanged 40 SP:Iteration 22Q (12340.360014 sec): 3 clusters Score: Raw -329785.595135 + Penalty 1564.819238 = -328220.775897 nChanged 46 SP:Iteration 23Q (12340.373430 sec): 3 clusters Score: Raw -329805.773568 + Penalty 1564.819238 = -328240.954330 nChanged 39 SP:Iteration 24Q (12340.386882 sec): 3 clusters Score: Raw -329823.470028 + Penalty 1564.819238 = -328258.650790 nChanged 41 SP:Iteration 25Q (12340.400222 sec): 3 clusters Score: Raw -329844.292931 + Penalty 1564.819238 = -328279.473693 nChanged 42 SP:Iteration 26Q (12340.413508 sec): 3 clusters Score: Raw -329862.117218 + Penalty 1564.819238 = -328297.297980 nChanged 29 SP:Iteration 27Q (12340.426879 sec): 3 clusters Score: Raw -329874.390470 + Penalty 1564.819238 = -328309.571232 nChanged 24 SP:Iteration 28Q (12340.440008 sec): 3 clusters Score: Raw -329882.913337 + Penalty 1564.819238 = -328318.094099 nChanged 24 SP:Iteration 29Q (12340.453286 sec): 3 clusters Score: Raw -329892.296980 + Penalty 1564.819238 = -328327.477742 nChanged 20 SP:Iteration 30Q (12340.466507 sec): 3 clusters Score: Raw -329899.032619 + Penalty 1564.819238 = -328334.213381 nChanged 17 SP:Iteration 31Q (12340.479708 sec): 3 clusters Score: Raw -329905.087606 + Penalty 1564.819238 = -328340.268369 nChanged 21 SP:Iteration 32Q (12340.492928 sec): 3 clusters Score: Raw -329912.446461 + Penalty 1564.819238 = -328347.627223 nChanged 14 SP:Iteration 33Q (12340.506137 sec): 3 clusters Score: Raw -329918.242340 + Penalty 1564.819238 = -328353.423102 nChanged 14 SP:Iteration 34Q (12340.519389 sec): 3 clusters Score: Raw -329924.162601 + Penalty 1564.819238 = -328359.343363 nChanged 12 SP:Iteration 35Q (12340.532579 sec): 3 clusters Score: Raw -329928.597096 + Penalty 1564.819238 = -328363.777858 nChanged 10 SP:Iteration 36Q (12340.545821 sec): 3 clusters Score: Raw -329932.215291 + Penalty 1564.819238 = -328367.396053 nChanged 9 SP:Iteration 37Q (12340.559017 sec): 3 clusters Score: Raw -329937.206318 + Penalty 1564.819238 = -328372.387080 nChanged 8 SP:Iteration 38Q (12340.572167 sec): 3 clusters Score: Raw -329940.578771 + Penalty 1564.819238 = -328375.759533 nChanged 9 SP:Iteration 39Q (12340.585341 sec): 3 clusters Score: Raw -329943.833565 + Penalty 1564.819238 = -328379.014327 nChanged 8 SP:Iteration 40F (12340.599006 sec): 3 clusters Score: Raw -329946.575420 + Penalty 1564.819238 = -328381.756182 nChanged 8 SP:Iteration 41Q (12340.612033 sec): 3 clusters Score: Raw -329949.643728 + Penalty 1564.819238 = -328384.824490 nChanged 5 SP:Iteration 42Q (12340.625171 sec): 3 clusters Score: Raw -329951.317641 + Penalty 1564.819238 = -328386.498403 nChanged 1 SP:Iteration 43Q (12340.638200 sec): 3 clusters Score: Raw -329951.868108 + Penalty 1564.819238 = -328387.048870 nChanged 3 SP:Iteration 44Q (12340.651214 sec): 3 clusters Score: Raw -329953.450520 + Penalty 1564.819238 = -328388.631282 nChanged 0 SP:Iteration 45F (12340.664877 sec): 3 clusters Score: Raw -329953.450520 + Penalty 1564.819238 = -328388.631282 nChanged 0 Trying to split cluster 28 (17445 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12340.693119 sec): 2 clusters Score: Raw -1674187.947793 + Penalty 927.846794 = -1673260.101000 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12340.727753 sec): 3 clusters Score: Raw -1663426.599308 + Penalty 1855.693587 = -1661570.905721 nChanged 7992 SP:Iteration 1F (12340.760655 sec): 3 clusters Score: Raw -1667827.324271 + Penalty 1855.693587 = -1665971.630684 nChanged 733 SP:Iteration 2Q (12340.793548 sec): 3 clusters Score: Raw -1668075.707782 + Penalty 1855.693587 = -1666220.014195 nChanged 702 SP:Iteration 3Q (12340.826284 sec): 3 clusters Score: Raw -1668354.392387 + Penalty 1855.693587 = -1666498.698800 nChanged 768 SP:Iteration 4Q (12340.858932 sec): 3 clusters Score: Raw -1668693.290324 + Penalty 1855.693587 = -1666837.596737 nChanged 863 SP:Iteration 5Q (12340.891618 sec): 3 clusters Score: Raw -1669133.233444 + Penalty 1855.693587 = -1667277.539856 nChanged 949 SP:Iteration 6F (12340.924239 sec): 3 clusters Score: Raw -1669740.776175 + Penalty 1855.693587 = -1667885.082588 nChanged 1052 SP:Iteration 7F (12340.957128 sec): 3 clusters Score: Raw -1670521.056494 + Penalty 1855.693587 = -1668665.362907 nChanged 1097 SP:Iteration 8F (12340.989904 sec): 3 clusters Score: Raw -1671414.104010 + Penalty 1855.693587 = -1669558.410423 nChanged 984 SP:Iteration 9F (12341.022768 sec): 3 clusters Score: Raw -1672280.946799 + Penalty 1855.693587 = -1670425.253211 nChanged 807 SP:Iteration 10Q (12341.054161 sec): 3 clusters Score: Raw -1672999.689285 + Penalty 1855.693587 = -1671143.995698 nChanged 586 SP:Iteration 11Q (12341.084554 sec): 3 clusters Score: Raw -1673452.665298 + Penalty 1855.693587 = -1671596.971711 nChanged 401 SP:Iteration 12Q (12341.114178 sec): 3 clusters Score: Raw -1673720.976153 + Penalty 1855.693587 = -1671865.282566 nChanged 269 SP:Iteration 13Q (12341.143494 sec): 3 clusters Score: Raw -1673901.984224 + Penalty 1855.693587 = -1672046.290637 nChanged 179 SP:Iteration 14Q (12341.172269 sec): 3 clusters Score: Raw -1674014.795419 + Penalty 1855.693587 = -1672159.101832 nChanged 123 SP:Iteration 15Q (12341.200999 sec): 3 clusters Score: Raw -1674087.972315 + Penalty 1855.693587 = -1672232.278728 nChanged 76 SP:Iteration 16Q (12341.229314 sec): 3 clusters Score: Raw -1674137.189336 + Penalty 1855.693587 = -1672281.495749 nChanged 67 SP:Iteration 17Q (12341.257523 sec): 3 clusters Score: Raw -1674184.415797 + Penalty 1855.693587 = -1672328.722210 nChanged 58 SP:Iteration 18Q (12341.285595 sec): 3 clusters Score: Raw -1674223.784183 + Penalty 1855.693587 = -1672368.090596 nChanged 43 SP:Iteration 19Q (12341.313918 sec): 3 clusters Score: Raw -1674254.407918 + Penalty 1855.693587 = -1672398.714331 nChanged 45 SP:Iteration 20F (12341.346404 sec): 3 clusters Score: Raw -1674286.343026 + Penalty 1855.693587 = -1672430.649438 nChanged 37 SP:Iteration 21Q (12341.374626 sec): 3 clusters Score: Raw -1674312.626748 + Penalty 1855.693587 = -1672456.933161 nChanged 24 SP:Iteration 22Q (12341.402743 sec): 3 clusters Score: Raw -1674329.592650 + Penalty 1855.693587 = -1672473.899063 nChanged 9 SP:Iteration 23Q (12341.430597 sec): 3 clusters Score: Raw -1674335.845455 + Penalty 1855.693587 = -1672480.151868 nChanged 7 SP:Iteration 24Q (12341.458732 sec): 3 clusters Score: Raw -1674341.944088 + Penalty 1855.693587 = -1672486.250501 nChanged 6 SP:Iteration 25Q (12341.486730 sec): 3 clusters Score: Raw -1674344.364035 + Penalty 1855.693587 = -1672488.670447 nChanged 3 SP:Iteration 26Q (12341.514629 sec): 3 clusters Score: Raw -1674346.520057 + Penalty 1855.693587 = -1672490.826470 nChanged 2 SP:Iteration 27Q (12341.553812 sec): 3 clusters Score: Raw -1674347.027077 + Penalty 1855.693587 = -1672491.333490 nChanged 0 SP:Iteration 28F (12341.586608 sec): 3 clusters Score: Raw -1674347.027077 + Penalty 1855.693587 = -1672491.333490 nChanged 0 Trying to split cluster 29 (4811 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12341.603935 sec): 2 clusters Score: Raw -450259.016119 + Penalty 805.472723 = -449453.543396 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12341.635264 sec): 3 clusters Score: Raw -447607.807125 + Penalty 1610.945446 = -445996.861679 nChanged 2030 SP:Iteration 1F (12341.652499 sec): 3 clusters Score: Raw -448723.283922 + Penalty 1610.945446 = -447112.338476 nChanged 337 SP:Iteration 2F (12341.669471 sec): 3 clusters Score: Raw -448908.396364 + Penalty 1610.945446 = -447297.450918 nChanged 306 SP:Iteration 3F (12341.686532 sec): 3 clusters Score: Raw -449079.669215 + Penalty 1610.945446 = -447468.723769 nChanged 268 SP:Iteration 4F (12341.703590 sec): 3 clusters Score: Raw -449236.812947 + Penalty 1610.945446 = -447625.867501 nChanged 231 SP:Iteration 5Q (12341.721966 sec): 3 clusters Score: Raw -449375.290928 + Penalty 1610.945446 = -447764.345482 nChanged 201 SP:Iteration 6Q (12341.739068 sec): 3 clusters Score: Raw -449501.383486 + Penalty 1610.945446 = -447890.438040 nChanged 195 SP:Iteration 7Q (12341.755927 sec): 3 clusters Score: Raw -449609.865684 + Penalty 1610.945446 = -447998.920238 nChanged 154 SP:Iteration 8Q (12341.772730 sec): 3 clusters Score: Raw -449690.680454 + Penalty 1610.945446 = -448079.735008 nChanged 132 SP:Iteration 9Q (12341.789583 sec): 3 clusters Score: Raw -449756.147285 + Penalty 1610.945446 = -448145.201839 nChanged 102 SP:Iteration 10Q (12341.806524 sec): 3 clusters Score: Raw -449799.018514 + Penalty 1610.945446 = -448188.073068 nChanged 99 SP:Iteration 11Q (12341.823466 sec): 3 clusters Score: Raw -449841.066385 + Penalty 1610.945446 = -448230.120939 nChanged 83 SP:Iteration 12Q (12341.840328 sec): 3 clusters Score: Raw -449870.331866 + Penalty 1610.945446 = -448259.386420 nChanged 60 SP:Iteration 13Q (12341.857168 sec): 3 clusters Score: Raw -449893.488405 + Penalty 1610.945446 = -448282.542959 nChanged 57 SP:Iteration 14Q (12341.873931 sec): 3 clusters Score: Raw -449914.030186 + Penalty 1610.945446 = -448303.084740 nChanged 52 SP:Iteration 15Q (12341.890771 sec): 3 clusters Score: Raw -449934.426349 + Penalty 1610.945446 = -448323.480903 nChanged 54 SP:Iteration 16Q (12341.907534 sec): 3 clusters Score: Raw -449952.271651 + Penalty 1610.945446 = -448341.326205 nChanged 48 SP:Iteration 17Q (12341.924346 sec): 3 clusters Score: Raw -449967.932109 + Penalty 1610.945446 = -448356.986663 nChanged 34 SP:Iteration 18Q (12341.941086 sec): 3 clusters Score: Raw -449977.928564 + Penalty 1610.945446 = -448366.983118 nChanged 32 SP:Iteration 19Q (12341.957825 sec): 3 clusters Score: Raw -449987.568707 + Penalty 1610.945446 = -448376.623261 nChanged 28 SP:Iteration 20F (12341.974624 sec): 3 clusters Score: Raw -449996.067375 + Penalty 1610.945446 = -448385.121929 nChanged 24 SP:Iteration 21Q (12341.991342 sec): 3 clusters Score: Raw -450002.388132 + Penalty 1610.945446 = -448391.442686 nChanged 19 SP:Iteration 22Q (12342.007860 sec): 3 clusters Score: Raw -450007.186559 + Penalty 1610.945446 = -448396.241113 nChanged 20 SP:Iteration 23Q (12342.024410 sec): 3 clusters Score: Raw -450012.360786 + Penalty 1610.945446 = -448401.415340 nChanged 23 SP:Iteration 24Q (12342.041130 sec): 3 clusters Score: Raw -450019.505935 + Penalty 1610.945446 = -448408.560490 nChanged 31 SP:Iteration 25Q (12342.057779 sec): 3 clusters Score: Raw -450034.652946 + Penalty 1610.945446 = -448423.707500 nChanged 31 SP:Iteration 26Q (12342.074281 sec): 3 clusters Score: Raw -450051.977263 + Penalty 1610.945446 = -448441.031817 nChanged 43 SP:Iteration 27Q (12342.090876 sec): 3 clusters Score: Raw -450072.413201 + Penalty 1610.945446 = -448461.467755 nChanged 50 SP:Iteration 28Q (12342.107453 sec): 3 clusters Score: Raw -450101.844542 + Penalty 1610.945446 = -448490.899096 nChanged 40 SP:Iteration 29Q (12342.123800 sec): 3 clusters Score: Raw -450125.384646 + Penalty 1610.945446 = -448514.439200 nChanged 37 SP:Iteration 30Q (12342.140304 sec): 3 clusters Score: Raw -450142.301383 + Penalty 1610.945446 = -448531.355937 nChanged 31 SP:Iteration 31Q (12342.156552 sec): 3 clusters Score: Raw -450153.588560 + Penalty 1610.945446 = -448542.643115 nChanged 31 SP:Iteration 32Q (12342.172986 sec): 3 clusters Score: Raw -450167.916445 + Penalty 1610.945446 = -448556.970999 nChanged 37 SP:Iteration 33Q (12342.189335 sec): 3 clusters Score: Raw -450190.293102 + Penalty 1610.945446 = -448579.347656 nChanged 39 SP:Iteration 34Q (12342.205761 sec): 3 clusters Score: Raw -450218.953664 + Penalty 1610.945446 = -448608.008218 nChanged 39 SP:Iteration 35Q (12342.222047 sec): 3 clusters Score: Raw -450243.155892 + Penalty 1610.945446 = -448632.210447 nChanged 30 SP:Iteration 36Q (12342.238313 sec): 3 clusters Score: Raw -450258.482066 + Penalty 1610.945446 = -448647.536620 nChanged 24 SP:Iteration 37Q (12342.254514 sec): 3 clusters Score: Raw -450269.328346 + Penalty 1610.945446 = -448658.382900 nChanged 24 SP:Iteration 38Q (12342.270586 sec): 3 clusters Score: Raw -450279.951153 + Penalty 1610.945446 = -448669.005707 nChanged 28 SP:Iteration 39Q (12342.286779 sec): 3 clusters Score: Raw -450291.772127 + Penalty 1610.945446 = -448680.826681 nChanged 25 SP:Iteration 40F (12342.303704 sec): 3 clusters Score: Raw -450301.871335 + Penalty 1610.945446 = -448690.925889 nChanged 21 SP:Iteration 41Q (12342.319876 sec): 3 clusters Score: Raw -450310.660292 + Penalty 1610.945446 = -448699.714846 nChanged 21 SP:Iteration 42Q (12342.336045 sec): 3 clusters Score: Raw -450319.406035 + Penalty 1610.945446 = -448708.460589 nChanged 16 SP:Iteration 43Q (12342.352125 sec): 3 clusters Score: Raw -450325.573606 + Penalty 1610.945446 = -448714.628160 nChanged 14 SP:Iteration 44Q (12342.368277 sec): 3 clusters Score: Raw -450331.185496 + Penalty 1610.945446 = -448720.240050 nChanged 15 SP:Iteration 45Q (12342.384333 sec): 3 clusters Score: Raw -450337.008941 + Penalty 1610.945446 = -448726.063495 nChanged 12 SP:Iteration 46Q (12342.400403 sec): 3 clusters Score: Raw -450340.253091 + Penalty 1610.945446 = -448729.307645 nChanged 8 SP:Iteration 47Q (12342.416263 sec): 3 clusters Score: Raw -450342.925965 + Penalty 1610.945446 = -448731.980519 nChanged 9 SP:Iteration 48Q (12342.432317 sec): 3 clusters Score: Raw -450345.702669 + Penalty 1610.945446 = -448734.757223 nChanged 9 SP:Iteration 49Q (12342.448319 sec): 3 clusters Score: Raw -450347.611299 + Penalty 1610.945446 = -448736.665853 nChanged 6 SP:Iteration 50Q (12342.464196 sec): 3 clusters Score: Raw -450349.359133 + Penalty 1610.945446 = -448738.413687 nChanged 8 SP:Iteration 51Q (12342.480035 sec): 3 clusters Score: Raw -450351.945664 + Penalty 1610.945446 = -448741.000218 nChanged 7 SP:Iteration 52Q (12342.495862 sec): 3 clusters Score: Raw -450354.234410 + Penalty 1610.945446 = -448743.288964 nChanged 8 SP:Iteration 53Q (12342.511661 sec): 3 clusters Score: Raw -450356.157604 + Penalty 1610.945446 = -448745.212158 nChanged 5 SP:Iteration 54Q (12342.527644 sec): 3 clusters Score: Raw -450357.416108 + Penalty 1610.945446 = -448746.470663 nChanged 3 SP:Iteration 55Q (12342.543420 sec): 3 clusters Score: Raw -450357.982091 + Penalty 1610.945446 = -448747.036645 nChanged 2 SP:Iteration 56Q (12342.559250 sec): 3 clusters Score: Raw -450358.193670 + Penalty 1610.945446 = -448747.248224 nChanged 0 SP:Iteration 57F (12342.575990 sec): 3 clusters Score: Raw -450358.193670 + Penalty 1610.945446 = -448747.248224 nChanged 0 Trying to split cluster 30 (3262 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12342.592396 sec): 2 clusters Score: Raw -295300.954237 + Penalty 768.559099 = -294532.395137 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12342.605017 sec): 3 clusters Score: Raw -293577.663671 + Penalty 1537.118199 = -292040.545473 nChanged 1327 SP:Iteration 1F (12342.616844 sec): 3 clusters Score: Raw -294317.848026 + Penalty 1537.118199 = -292780.729827 nChanged 259 SP:Iteration 2F (12342.628614 sec): 3 clusters Score: Raw -294463.893103 + Penalty 1537.118199 = -292926.774905 nChanged 182 SP:Iteration 3F (12342.640401 sec): 3 clusters Score: Raw -294572.697829 + Penalty 1537.118199 = -293035.579630 nChanged 172 SP:Iteration 4F (12342.652118 sec): 3 clusters Score: Raw -294667.498088 + Penalty 1537.118199 = -293130.379889 nChanged 128 SP:Iteration 5Q (12342.663880 sec): 3 clusters Score: Raw -294752.260785 + Penalty 1537.118199 = -293215.142586 nChanged 137 SP:Iteration 6Q (12342.675651 sec): 3 clusters Score: Raw -294825.608782 + Penalty 1537.118199 = -293288.490583 nChanged 103 SP:Iteration 7Q (12342.687366 sec): 3 clusters Score: Raw -294879.544446 + Penalty 1537.118199 = -293342.426248 nChanged 99 SP:Iteration 8Q (12342.699093 sec): 3 clusters Score: Raw -294932.444303 + Penalty 1537.118199 = -293395.326104 nChanged 86 SP:Iteration 9Q (12342.710800 sec): 3 clusters Score: Raw -294979.464170 + Penalty 1537.118199 = -293442.345971 nChanged 88 SP:Iteration 10Q (12342.722436 sec): 3 clusters Score: Raw -295025.683620 + Penalty 1537.118199 = -293488.565421 nChanged 80 SP:Iteration 11Q (12342.733949 sec): 3 clusters Score: Raw -295069.737550 + Penalty 1537.118199 = -293532.619351 nChanged 72 SP:Iteration 12Q (12342.745481 sec): 3 clusters Score: Raw -295101.414303 + Penalty 1537.118199 = -293564.296104 nChanged 55 SP:Iteration 13Q (12342.756967 sec): 3 clusters Score: Raw -295126.384214 + Penalty 1537.118199 = -293589.266015 nChanged 48 SP:Iteration 14Q (12342.768579 sec): 3 clusters Score: Raw -295152.986935 + Penalty 1537.118199 = -293615.868736 nChanged 44 SP:Iteration 15Q (12342.780144 sec): 3 clusters Score: Raw -295176.339361 + Penalty 1537.118199 = -293639.221163 nChanged 43 SP:Iteration 16Q (12342.791703 sec): 3 clusters Score: Raw -295202.661879 + Penalty 1537.118199 = -293665.543681 nChanged 46 SP:Iteration 17Q (12342.803268 sec): 3 clusters Score: Raw -295229.339051 + Penalty 1537.118199 = -293692.220852 nChanged 44 SP:Iteration 18Q (12342.814800 sec): 3 clusters Score: Raw -295264.701026 + Penalty 1537.118199 = -293727.582827 nChanged 46 SP:Iteration 19Q (12342.826153 sec): 3 clusters Score: Raw -295296.097072 + Penalty 1537.118199 = -293758.978873 nChanged 44 SP:Iteration 20F (12342.837860 sec): 3 clusters Score: Raw -295330.064909 + Penalty 1537.118199 = -293792.946710 nChanged 49 SP:Iteration 21Q (12342.849155 sec): 3 clusters Score: Raw -295362.020836 + Penalty 1537.118199 = -293824.902637 nChanged 43 SP:Iteration 22Q (12342.860498 sec): 3 clusters Score: Raw -295384.627151 + Penalty 1537.118199 = -293847.508952 nChanged 38 SP:Iteration 23Q (12342.871856 sec): 3 clusters Score: Raw -295411.439837 + Penalty 1537.118199 = -293874.321638 nChanged 37 SP:Iteration 24Q (12342.883191 sec): 3 clusters Score: Raw -295431.617320 + Penalty 1537.118199 = -293894.499122 nChanged 27 SP:Iteration 25Q (12342.894511 sec): 3 clusters Score: Raw -295444.980749 + Penalty 1537.118199 = -293907.862550 nChanged 20 SP:Iteration 26Q (12342.905800 sec): 3 clusters Score: Raw -295453.467398 + Penalty 1537.118199 = -293916.349199 nChanged 13 SP:Iteration 27Q (12342.916960 sec): 3 clusters Score: Raw -295458.446904 + Penalty 1537.118199 = -293921.328705 nChanged 12 SP:Iteration 28Q (12342.928247 sec): 3 clusters Score: Raw -295459.995592 + Penalty 1537.118199 = -293922.877393 nChanged 5 SP:Iteration 29Q (12342.939414 sec): 3 clusters Score: Raw -295461.084156 + Penalty 1537.118199 = -293923.965957 nChanged 4 SP:Iteration 30Q (12342.950486 sec): 3 clusters Score: Raw -295461.837229 + Penalty 1537.118199 = -293924.719030 nChanged 4 SP:Iteration 31Q (12342.961798 sec): 3 clusters Score: Raw -295462.565707 + Penalty 1537.118199 = -293925.447508 nChanged 1 SP:Iteration 32Q (12342.973059 sec): 3 clusters Score: Raw -295462.984796 + Penalty 1537.118199 = -293925.866597 nChanged 2 SP:Iteration 33Q (12342.984318 sec): 3 clusters Score: Raw -295463.398321 + Penalty 1537.118199 = -293926.280122 nChanged 3 SP:Iteration 34Q (12342.995600 sec): 3 clusters Score: Raw -295464.422599 + Penalty 1537.118199 = -293927.304401 nChanged 1 SP:Iteration 35Q (12343.006826 sec): 3 clusters Score: Raw -295464.651042 + Penalty 1537.118199 = -293927.532844 nChanged 4 SP:Iteration 36Q (12343.017968 sec): 3 clusters Score: Raw -295466.063540 + Penalty 1537.118199 = -293928.945342 nChanged 2 SP:Iteration 37Q (12343.029271 sec): 3 clusters Score: Raw -295467.347260 + Penalty 1537.118199 = -293930.229061 nChanged 5 SP:Iteration 38Q (12343.040531 sec): 3 clusters Score: Raw -295468.471152 + Penalty 1537.118199 = -293931.352954 nChanged 1 SP:Iteration 39Q (12343.051780 sec): 3 clusters Score: Raw -295468.535003 + Penalty 1537.118199 = -293931.416804 nChanged 0 SP:Iteration 40F (12343.063458 sec): 3 clusters Score: Raw -295468.535003 + Penalty 1537.118199 = -293931.416804 nChanged 0 Trying to split cluster 31 (10308 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12343.086065 sec): 2 clusters Score: Raw -994078.394693 + Penalty 877.864179 = -993200.530514 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12343.111365 sec): 3 clusters Score: Raw -987940.467270 + Penalty 1755.728359 = -986184.738911 nChanged 4657 SP:Iteration 1F (12343.135539 sec): 3 clusters Score: Raw -990691.256670 + Penalty 1755.728359 = -988935.528312 nChanged 782 SP:Iteration 2F (12343.159860 sec): 3 clusters Score: Raw -991193.703337 + Penalty 1755.728359 = -989437.974978 nChanged 761 SP:Iteration 3F (12343.184106 sec): 3 clusters Score: Raw -991659.296760 + Penalty 1755.728359 = -989903.568401 nChanged 635 SP:Iteration 4F (12343.208534 sec): 3 clusters Score: Raw -992026.524751 + Penalty 1755.728359 = -990270.796392 nChanged 566 SP:Iteration 5F (12343.232982 sec): 3 clusters Score: Raw -992335.175057 + Penalty 1755.728359 = -990579.446698 nChanged 443 SP:Iteration 6Q (12343.257341 sec): 3 clusters Score: Raw -992552.183840 + Penalty 1755.728359 = -990796.455481 nChanged 382 SP:Iteration 7Q (12343.281754 sec): 3 clusters Score: Raw -992705.233796 + Penalty 1755.728359 = -990949.505438 nChanged 307 SP:Iteration 8Q (12343.306290 sec): 3 clusters Score: Raw -992838.502326 + Penalty 1755.728359 = -991082.773968 nChanged 282 SP:Iteration 9Q (12343.330730 sec): 3 clusters Score: Raw -992951.866296 + Penalty 1755.728359 = -991196.137937 nChanged 268 SP:Iteration 10Q (12343.355258 sec): 3 clusters Score: Raw -993055.893979 + Penalty 1755.728359 = -991300.165621 nChanged 223 SP:Iteration 11Q (12343.379667 sec): 3 clusters Score: Raw -993142.474783 + Penalty 1755.728359 = -991386.746424 nChanged 204 SP:Iteration 12Q (12343.403967 sec): 3 clusters Score: Raw -993224.635920 + Penalty 1755.728359 = -991468.907561 nChanged 203 SP:Iteration 13Q (12343.428012 sec): 3 clusters Score: Raw -993305.929623 + Penalty 1755.728359 = -991550.201265 nChanged 171 SP:Iteration 14Q (12343.452090 sec): 3 clusters Score: Raw -993365.682431 + Penalty 1755.728359 = -991609.954072 nChanged 155 SP:Iteration 15Q (12343.476000 sec): 3 clusters Score: Raw -993410.026251 + Penalty 1755.728359 = -991654.297892 nChanged 122 SP:Iteration 16Q (12343.499785 sec): 3 clusters Score: Raw -993434.294379 + Penalty 1755.728359 = -991678.566021 nChanged 82 SP:Iteration 17Q (12343.523733 sec): 3 clusters Score: Raw -993447.793859 + Penalty 1755.728359 = -991692.065500 nChanged 59 SP:Iteration 18Q (12343.547683 sec): 3 clusters Score: Raw -993456.289905 + Penalty 1755.728359 = -991700.561546 nChanged 48 SP:Iteration 19Q (12343.571447 sec): 3 clusters Score: Raw -993462.621194 + Penalty 1755.728359 = -991706.892835 nChanged 39 SP:Iteration 20F (12343.595878 sec): 3 clusters Score: Raw -993468.192754 + Penalty 1755.728359 = -991712.464396 nChanged 33 SP:Iteration 21Q (12343.619536 sec): 3 clusters Score: Raw -993472.659389 + Penalty 1755.728359 = -991716.931030 nChanged 32 SP:Iteration 22Q (12343.643142 sec): 3 clusters Score: Raw -993476.596928 + Penalty 1755.728359 = -991720.868569 nChanged 30 SP:Iteration 23Q (12343.666867 sec): 3 clusters Score: Raw -993479.782566 + Penalty 1755.728359 = -991724.054207 nChanged 28 SP:Iteration 24Q (12343.690691 sec): 3 clusters Score: Raw -993482.448303 + Penalty 1755.728359 = -991726.719945 nChanged 25 SP:Iteration 25Q (12343.714445 sec): 3 clusters Score: Raw -993485.553259 + Penalty 1755.728359 = -991729.824900 nChanged 26 SP:Iteration 26Q (12343.738201 sec): 3 clusters Score: Raw -993488.394939 + Penalty 1755.728359 = -991732.666580 nChanged 25 SP:Iteration 27Q (12343.761867 sec): 3 clusters Score: Raw -993490.788859 + Penalty 1755.728359 = -991735.060500 nChanged 23 SP:Iteration 28Q (12343.785649 sec): 3 clusters Score: Raw -993492.916894 + Penalty 1755.728359 = -991737.188535 nChanged 16 SP:Iteration 29Q (12343.809546 sec): 3 clusters Score: Raw -993494.315196 + Penalty 1755.728359 = -991738.586838 nChanged 20 SP:Iteration 30Q (12343.833289 sec): 3 clusters Score: Raw -993495.866922 + Penalty 1755.728359 = -991740.138563 nChanged 18 SP:Iteration 31Q (12343.856924 sec): 3 clusters Score: Raw -993497.341192 + Penalty 1755.728359 = -991741.612833 nChanged 15 SP:Iteration 32Q (12343.880554 sec): 3 clusters Score: Raw -993498.756089 + Penalty 1755.728359 = -991743.027731 nChanged 19 SP:Iteration 33Q (12343.904249 sec): 3 clusters Score: Raw -993500.476893 + Penalty 1755.728359 = -991744.748535 nChanged 19 SP:Iteration 34Q (12343.927861 sec): 3 clusters Score: Raw -993501.728941 + Penalty 1755.728359 = -991746.000583 nChanged 12 SP:Iteration 35Q (12343.951512 sec): 3 clusters Score: Raw -993502.912854 + Penalty 1755.728359 = -991747.184496 nChanged 16 SP:Iteration 36Q (12343.975289 sec): 3 clusters Score: Raw -993504.217366 + Penalty 1755.728359 = -991748.489007 nChanged 17 SP:Iteration 37Q (12343.998937 sec): 3 clusters Score: Raw -993505.403811 + Penalty 1755.728359 = -991749.675452 nChanged 17 SP:Iteration 38Q (12344.022668 sec): 3 clusters Score: Raw -993507.097995 + Penalty 1755.728359 = -991751.369636 nChanged 18 SP:Iteration 39Q (12344.046618 sec): 3 clusters Score: Raw -993508.660773 + Penalty 1755.728359 = -991752.932414 nChanged 15 SP:Iteration 40F (12344.071006 sec): 3 clusters Score: Raw -993509.804653 + Penalty 1755.728359 = -991754.076294 nChanged 9 SP:Iteration 41Q (12344.094668 sec): 3 clusters Score: Raw -993510.404465 + Penalty 1755.728359 = -991754.676107 nChanged 10 SP:Iteration 42Q (12344.118429 sec): 3 clusters Score: Raw -993510.841115 + Penalty 1755.728359 = -991755.112756 nChanged 2 SP:Iteration 43Q (12344.142160 sec): 3 clusters Score: Raw -993510.902299 + Penalty 1755.728359 = -991755.173940 nChanged 2 SP:Iteration 44Q (12344.165970 sec): 3 clusters Score: Raw -993511.024006 + Penalty 1755.728359 = -991755.295647 nChanged 0 SP:Iteration 45F (12344.190425 sec): 3 clusters Score: Raw -993511.024006 + Penalty 1755.728359 = -991755.295647 nChanged 0 Trying to split cluster 32 (3697 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12344.206876 sec): 2 clusters Score: Raw -356265.539543 + Penalty 780.451311 = -355485.088232 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12344.221277 sec): 3 clusters Score: Raw -354263.928972 + Penalty 1560.902622 = -352703.026350 nChanged 1540 SP:Iteration 1F (12344.234641 sec): 3 clusters Score: Raw -355033.874702 + Penalty 1560.902622 = -353472.972080 nChanged 234 SP:Iteration 2F (12344.247847 sec): 3 clusters Score: Raw -355148.384765 + Penalty 1560.902622 = -353587.482143 nChanged 202 SP:Iteration 3F (12344.261086 sec): 3 clusters Score: Raw -355262.847294 + Penalty 1560.902622 = -353701.944672 nChanged 199 SP:Iteration 4F (12344.274279 sec): 3 clusters Score: Raw -355373.456716 + Penalty 1560.902622 = -353812.554094 nChanged 197 SP:Iteration 5F (12344.287501 sec): 3 clusters Score: Raw -355484.028926 + Penalty 1560.902622 = -353923.126303 nChanged 189 SP:Iteration 6F (12344.300538 sec): 3 clusters Score: Raw -355598.853146 + Penalty 1560.902622 = -354037.950524 nChanged 194 SP:Iteration 7F (12344.313664 sec): 3 clusters Score: Raw -355743.201006 + Penalty 1560.902622 = -354182.298383 nChanged 185 SP:Iteration 8F (12344.326711 sec): 3 clusters Score: Raw -355878.241578 + Penalty 1560.902622 = -354317.338956 nChanged 145 SP:Iteration 9Q (12344.339811 sec): 3 clusters Score: Raw -355988.057775 + Penalty 1560.902622 = -354427.155153 nChanged 123 SP:Iteration 10Q (12344.352885 sec): 3 clusters Score: Raw -356083.777194 + Penalty 1560.902622 = -354522.874571 nChanged 105 SP:Iteration 11Q (12344.365735 sec): 3 clusters Score: Raw -356167.833611 + Penalty 1560.902622 = -354606.930989 nChanged 88 SP:Iteration 12Q (12344.378595 sec): 3 clusters Score: Raw -356234.248115 + Penalty 1560.902622 = -354673.345492 nChanged 71 SP:Iteration 13Q (12344.391404 sec): 3 clusters Score: Raw -356287.351571 + Penalty 1560.902622 = -354726.448948 nChanged 53 SP:Iteration 14Q (12344.404132 sec): 3 clusters Score: Raw -356330.895311 + Penalty 1560.902622 = -354769.992688 nChanged 37 SP:Iteration 15Q (12344.416883 sec): 3 clusters Score: Raw -356348.916203 + Penalty 1560.902622 = -354788.013581 nChanged 25 SP:Iteration 16Q (12344.429508 sec): 3 clusters Score: Raw -356358.907226 + Penalty 1560.902622 = -354798.004604 nChanged 12 SP:Iteration 17Q (12344.442151 sec): 3 clusters Score: Raw -356362.772078 + Penalty 1560.902622 = -354801.869456 nChanged 12 SP:Iteration 18Q (12344.454803 sec): 3 clusters Score: Raw -356367.414189 + Penalty 1560.902622 = -354806.511566 nChanged 10 SP:Iteration 19Q (12344.467433 sec): 3 clusters Score: Raw -356370.995650 + Penalty 1560.902622 = -354810.093028 nChanged 8 SP:Iteration 20F (12344.480408 sec): 3 clusters Score: Raw -356373.769813 + Penalty 1560.902622 = -354812.867191 nChanged 8 SP:Iteration 21Q (12344.493042 sec): 3 clusters Score: Raw -356377.825881 + Penalty 1560.902622 = -354816.923259 nChanged 8 SP:Iteration 22Q (12344.505537 sec): 3 clusters Score: Raw -356381.240863 + Penalty 1560.902622 = -354820.338241 nChanged 8 SP:Iteration 23Q (12344.518184 sec): 3 clusters Score: Raw -356385.260495 + Penalty 1560.902622 = -354824.357873 nChanged 5 SP:Iteration 24Q (12344.530663 sec): 3 clusters Score: Raw -356386.646695 + Penalty 1560.902622 = -354825.744073 nChanged 1 SP:Iteration 25Q (12344.543283 sec): 3 clusters Score: Raw -356386.925502 + Penalty 1560.902622 = -354826.022880 nChanged 1 SP:Iteration 26Q (12344.555855 sec): 3 clusters Score: Raw -356387.691961 + Penalty 1560.902622 = -354826.789339 nChanged 2 SP:Iteration 27Q (12344.568443 sec): 3 clusters Score: Raw -356388.666547 + Penalty 1560.902622 = -354827.763924 nChanged 5 SP:Iteration 28Q (12344.580928 sec): 3 clusters Score: Raw -356390.960693 + Penalty 1560.902622 = -354830.058071 nChanged 5 SP:Iteration 29Q (12344.593533 sec): 3 clusters Score: Raw -356392.117016 + Penalty 1560.902622 = -354831.214394 nChanged 3 SP:Iteration 30Q (12344.606139 sec): 3 clusters Score: Raw -356392.623022 + Penalty 1560.902622 = -354831.720400 nChanged 0 SP:Iteration 31F (12344.619238 sec): 3 clusters Score: Raw -356392.623022 + Penalty 1560.902622 = -354831.720400 nChanged 0 Trying to split cluster 33 (535 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12344.633610 sec): 2 clusters Score: Raw -41949.931580 + Penalty 596.815341 = -41353.116239 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12344.636403 sec): 3 clusters Score: Raw -41807.347793 + Penalty 1193.630682 = -40613.717111 nChanged 166 SP:Iteration 1F (12344.638841 sec): 3 clusters Score: Raw -42008.423664 + Penalty 1193.630682 = -40814.792983 nChanged 46 SP:Iteration 2F (12344.641285 sec): 3 clusters Score: Raw -42069.640454 + Penalty 1193.630682 = -40876.009772 nChanged 27 SP:Iteration 3F (12344.643694 sec): 3 clusters Score: Raw -42117.449322 + Penalty 1193.630682 = -40923.818640 nChanged 25 SP:Iteration 4Q (12344.646094 sec): 3 clusters Score: Raw -42156.674031 + Penalty 1193.630682 = -40963.043349 nChanged 17 SP:Iteration 5Q (12344.648464 sec): 3 clusters Score: Raw -42189.069443 + Penalty 1193.630682 = -40995.438761 nChanged 14 SP:Iteration 6Q (12344.650863 sec): 3 clusters Score: Raw -42233.966805 + Penalty 1193.630682 = -41040.336123 nChanged 22 SP:Iteration 7Q (12344.653238 sec): 3 clusters Score: Raw -42283.857363 + Penalty 1193.630682 = -41090.226681 nChanged 19 SP:Iteration 8Q (12344.655597 sec): 3 clusters Score: Raw -42341.812941 + Penalty 1193.630682 = -41148.182259 nChanged 20 SP:Iteration 9Q (12344.657961 sec): 3 clusters Score: Raw -42438.027068 + Penalty 1193.630682 = -41244.396386 nChanged 19 SP:Iteration 10Q (12344.660280 sec): 3 clusters Score: Raw -42525.037084 + Penalty 1193.630682 = -41331.406402 nChanged 14 SP:Iteration 11Q (12344.662786 sec): 3 clusters Score: Raw -42552.227222 + Penalty 1193.630682 = -41358.596540 nChanged 8 SP:Iteration 12Q (12344.665092 sec): 3 clusters Score: Raw -42561.412889 + Penalty 1193.630682 = -41367.782207 nChanged 6 SP:Iteration 13Q (12344.667437 sec): 3 clusters Score: Raw -42568.981360 + Penalty 1193.630682 = -41375.350678 nChanged 4 SP:Iteration 14Q (12344.669765 sec): 3 clusters Score: Raw -42574.118765 + Penalty 1193.630682 = -41380.488083 nChanged 3 SP:Iteration 15Q (12344.672082 sec): 3 clusters Score: Raw -42577.319528 + Penalty 1193.630682 = -41383.688846 nChanged 2 SP:Iteration 16Q (12344.674386 sec): 3 clusters Score: Raw -42582.488834 + Penalty 1193.630682 = -41388.858152 nChanged 1 SP:Iteration 17Q (12344.676692 sec): 3 clusters Score: Raw -42584.025891 + Penalty 1193.630682 = -41390.395210 nChanged 1 SP:Iteration 18Q (12344.678991 sec): 3 clusters Score: Raw -42584.853298 + Penalty 1193.630682 = -41391.222616 nChanged 1 SP:Iteration 19Q (12344.681309 sec): 3 clusters Score: Raw -42585.486396 + Penalty 1193.630682 = -41391.855714 nChanged 0 SP:Iteration 20F (12344.683716 sec): 3 clusters Score: Raw -42585.486396 + Penalty 1193.630682 = -41391.855714 nChanged 0 Score: Raw -89554293.988381 + Penalty 51115.904099 = -89503178.084282 Splitting cluster 33 changes total score from -89503847.096602 to -89503178.084282 So it's not getting split. Trying to split cluster 34 (12719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12362.767892 sec): 2 clusters Score: Raw -1195788.439864 + Penalty 897.830961 = -1194890.608904 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12362.796979 sec): 3 clusters Score: Raw -1188110.234708 + Penalty 1795.661921 = -1186314.572787 nChanged 5716 SP:Iteration 1F (12362.824457 sec): 3 clusters Score: Raw -1191235.006958 + Penalty 1795.661921 = -1189439.345036 nChanged 746 SP:Iteration 2F (12362.852034 sec): 3 clusters Score: Raw -1191586.185109 + Penalty 1795.661921 = -1189790.523188 nChanged 764 SP:Iteration 3F (12362.879537 sec): 3 clusters Score: Raw -1191976.949768 + Penalty 1795.661921 = -1190181.287847 nChanged 786 SP:Iteration 4F (12362.906952 sec): 3 clusters Score: Raw -1192445.174214 + Penalty 1795.661921 = -1190649.512293 nChanged 876 SP:Iteration 5F (12362.934343 sec): 3 clusters Score: Raw -1193018.313775 + Penalty 1795.661921 = -1191222.651854 nChanged 852 SP:Iteration 6F (12362.961719 sec): 3 clusters Score: Raw -1193649.746223 + Penalty 1795.661921 = -1191854.084301 nChanged 785 SP:Iteration 7F (12362.989235 sec): 3 clusters Score: Raw -1194310.406101 + Penalty 1795.661921 = -1192514.744180 nChanged 659 SP:Iteration 8F (12363.016922 sec): 3 clusters Score: Raw -1194907.664085 + Penalty 1795.661921 = -1193112.002164 nChanged 467 SP:Iteration 9Q (12363.043945 sec): 3 clusters Score: Raw -1195348.105626 + Penalty 1795.661921 = -1193552.443705 nChanged 293 SP:Iteration 10Q (12363.070336 sec): 3 clusters Score: Raw -1195632.736443 + Penalty 1795.661921 = -1193837.074522 nChanged 143 SP:Iteration 11Q (12363.095757 sec): 3 clusters Score: Raw -1195790.925432 + Penalty 1795.661921 = -1193995.263511 nChanged 72 SP:Iteration 12Q (12363.120570 sec): 3 clusters Score: Raw -1195876.162159 + Penalty 1795.661921 = -1194080.500237 nChanged 35 SP:Iteration 13Q (12363.144996 sec): 3 clusters Score: Raw -1195918.239565 + Penalty 1795.661921 = -1194122.577644 nChanged 22 SP:Iteration 14Q (12363.169445 sec): 3 clusters Score: Raw -1195939.728536 + Penalty 1795.661921 = -1194144.066615 nChanged 13 SP:Iteration 15Q (12363.193712 sec): 3 clusters Score: Raw -1195950.810904 + Penalty 1795.661921 = -1194155.148983 nChanged 8 SP:Iteration 16Q (12363.217922 sec): 3 clusters Score: Raw -1195964.503592 + Penalty 1795.661921 = -1194168.841671 nChanged 3 SP:Iteration 17Q (12363.242102 sec): 3 clusters Score: Raw -1195965.660424 + Penalty 1795.661921 = -1194169.998503 nChanged 0 SP:Iteration 18F (12363.269320 sec): 3 clusters Score: Raw -1195965.660424 + Penalty 1795.661921 = -1194169.998503 nChanged 0 Trying to split cluster 35 (7197 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12363.288637 sec): 2 clusters Score: Raw -691006.117683 + Penalty 843.734857 = -690162.382825 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12363.310376 sec): 3 clusters Score: Raw -686928.180630 + Penalty 1687.469715 = -685240.710915 nChanged 3128 SP:Iteration 1F (12363.331213 sec): 3 clusters Score: Raw -688645.461119 + Penalty 1687.469715 = -686957.991404 nChanged 399 SP:Iteration 2F (12363.351955 sec): 3 clusters Score: Raw -688822.747030 + Penalty 1687.469715 = -687135.277315 nChanged 387 SP:Iteration 3F (12363.372928 sec): 3 clusters Score: Raw -689022.952628 + Penalty 1687.469715 = -687335.482913 nChanged 402 SP:Iteration 4F (12363.393798 sec): 3 clusters Score: Raw -689259.759626 + Penalty 1687.469715 = -687572.289911 nChanged 447 SP:Iteration 5F (12363.414863 sec): 3 clusters Score: Raw -689581.692000 + Penalty 1687.469715 = -687894.222286 nChanged 433 SP:Iteration 6F (12363.435771 sec): 3 clusters Score: Raw -689899.804267 + Penalty 1687.469715 = -688212.334552 nChanged 370 SP:Iteration 7F (12363.456799 sec): 3 clusters Score: Raw -690189.543432 + Penalty 1687.469715 = -688502.073718 nChanged 317 SP:Iteration 8Q (12363.477613 sec): 3 clusters Score: Raw -690449.144570 + Penalty 1687.469715 = -688761.674855 nChanged 254 SP:Iteration 9Q (12363.498490 sec): 3 clusters Score: Raw -690662.578036 + Penalty 1687.469715 = -688975.108321 nChanged 185 SP:Iteration 10Q (12363.518963 sec): 3 clusters Score: Raw -690811.538975 + Penalty 1687.469715 = -689124.069260 nChanged 162 SP:Iteration 11Q (12363.539199 sec): 3 clusters Score: Raw -690923.993524 + Penalty 1687.469715 = -689236.523810 nChanged 99 SP:Iteration 12Q (12363.559288 sec): 3 clusters Score: Raw -690984.581802 + Penalty 1687.469715 = -689297.112087 nChanged 89 SP:Iteration 13Q (12363.579489 sec): 3 clusters Score: Raw -691034.855967 + Penalty 1687.469715 = -689347.386253 nChanged 69 SP:Iteration 14Q (12363.599425 sec): 3 clusters Score: Raw -691069.667210 + Penalty 1687.469715 = -689382.197495 nChanged 47 SP:Iteration 15Q (12363.619385 sec): 3 clusters Score: Raw -691086.621957 + Penalty 1687.469715 = -689399.152242 nChanged 40 SP:Iteration 16Q (12363.639487 sec): 3 clusters Score: Raw -691102.837349 + Penalty 1687.469715 = -689415.367634 nChanged 37 SP:Iteration 17Q (12363.659415 sec): 3 clusters Score: Raw -691117.103869 + Penalty 1687.469715 = -689429.634154 nChanged 32 SP:Iteration 18Q (12363.679276 sec): 3 clusters Score: Raw -691128.576150 + Penalty 1687.469715 = -689441.106435 nChanged 24 SP:Iteration 19Q (12363.699117 sec): 3 clusters Score: Raw -691135.968078 + Penalty 1687.469715 = -689448.498364 nChanged 22 SP:Iteration 20F (12363.720301 sec): 3 clusters Score: Raw -691141.458058 + Penalty 1687.469715 = -689453.988343 nChanged 13 SP:Iteration 21Q (12363.739918 sec): 3 clusters Score: Raw -691145.551191 + Penalty 1687.469715 = -689458.081476 nChanged 20 SP:Iteration 22Q (12363.759650 sec): 3 clusters Score: Raw -691150.071332 + Penalty 1687.469715 = -689462.601617 nChanged 17 SP:Iteration 23Q (12363.779402 sec): 3 clusters Score: Raw -691154.152654 + Penalty 1687.469715 = -689466.682939 nChanged 14 SP:Iteration 24Q (12363.799096 sec): 3 clusters Score: Raw -691158.934784 + Penalty 1687.469715 = -689471.465069 nChanged 14 SP:Iteration 25Q (12363.818652 sec): 3 clusters Score: Raw -691164.027943 + Penalty 1687.469715 = -689476.558228 nChanged 15 SP:Iteration 26Q (12363.838450 sec): 3 clusters Score: Raw -691167.768703 + Penalty 1687.469715 = -689480.298988 nChanged 11 SP:Iteration 27Q (12363.858211 sec): 3 clusters Score: Raw -691170.227539 + Penalty 1687.469715 = -689482.757824 nChanged 11 SP:Iteration 28Q (12363.877730 sec): 3 clusters Score: Raw -691173.020282 + Penalty 1687.469715 = -689485.550568 nChanged 7 SP:Iteration 29Q (12363.897351 sec): 3 clusters Score: Raw -691174.961514 + Penalty 1687.469715 = -689487.491799 nChanged 9 SP:Iteration 30Q (12363.916810 sec): 3 clusters Score: Raw -691177.671223 + Penalty 1687.469715 = -689490.201508 nChanged 13 SP:Iteration 31Q (12363.936433 sec): 3 clusters Score: Raw -691180.514775 + Penalty 1687.469715 = -689493.045060 nChanged 12 SP:Iteration 32Q (12363.956185 sec): 3 clusters Score: Raw -691183.773966 + Penalty 1687.469715 = -689496.304251 nChanged 16 SP:Iteration 33Q (12363.975935 sec): 3 clusters Score: Raw -691188.007989 + Penalty 1687.469715 = -689500.538274 nChanged 12 SP:Iteration 34Q (12363.995350 sec): 3 clusters Score: Raw -691191.390530 + Penalty 1687.469715 = -689503.920816 nChanged 10 SP:Iteration 35Q (12364.014895 sec): 3 clusters Score: Raw -691195.276283 + Penalty 1687.469715 = -689507.806568 nChanged 8 SP:Iteration 36Q (12364.034472 sec): 3 clusters Score: Raw -691198.099038 + Penalty 1687.469715 = -689510.629323 nChanged 7 SP:Iteration 37Q (12364.054075 sec): 3 clusters Score: Raw -691200.506446 + Penalty 1687.469715 = -689513.036732 nChanged 7 SP:Iteration 38Q (12364.073506 sec): 3 clusters Score: Raw -691202.973028 + Penalty 1687.469715 = -689515.503313 nChanged 6 SP:Iteration 39Q (12364.093116 sec): 3 clusters Score: Raw -691204.258592 + Penalty 1687.469715 = -689516.788877 nChanged 3 SP:Iteration 40F (12364.113952 sec): 3 clusters Score: Raw -691205.799467 + Penalty 1687.469715 = -689518.329752 nChanged 5 SP:Iteration 41Q (12364.133687 sec): 3 clusters Score: Raw -691207.089566 + Penalty 1687.469715 = -689519.619851 nChanged 5 SP:Iteration 42Q (12364.153271 sec): 3 clusters Score: Raw -691207.847845 + Penalty 1687.469715 = -689520.378130 nChanged 2 SP:Iteration 43Q (12364.172703 sec): 3 clusters Score: Raw -691208.272966 + Penalty 1687.469715 = -689520.803251 nChanged 2 SP:Iteration 44Q (12364.192244 sec): 3 clusters Score: Raw -691208.498847 + Penalty 1687.469715 = -689521.029132 nChanged 2 SP:Iteration 45Q (12364.211551 sec): 3 clusters Score: Raw -691208.639194 + Penalty 1687.469715 = -689521.169480 nChanged 1 SP:Iteration 46Q (12364.231079 sec): 3 clusters Score: Raw -691208.854077 + Penalty 1687.469715 = -689521.384362 nChanged 0 SP:Iteration 47F (12364.251984 sec): 3 clusters Score: Raw -691208.854077 + Penalty 1687.469715 = -689521.384362 nChanged 0 Trying to split cluster 36 (3631 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12364.268623 sec): 2 clusters Score: Raw -321375.447085 + Penalty 778.740020 = -320596.707065 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12364.282911 sec): 3 clusters Score: Raw -319430.773766 + Penalty 1557.480041 = -317873.293725 nChanged 1483 SP:Iteration 1F (12364.296150 sec): 3 clusters Score: Raw -320348.962489 + Penalty 1557.480041 = -318791.482448 nChanged 293 SP:Iteration 2F (12364.309238 sec): 3 clusters Score: Raw -320543.723726 + Penalty 1557.480041 = -318986.243685 nChanged 248 SP:Iteration 3F (12364.322482 sec): 3 clusters Score: Raw -320676.441483 + Penalty 1557.480041 = -319118.961443 nChanged 172 SP:Iteration 4Q (12364.335652 sec): 3 clusters Score: Raw -320770.078587 + Penalty 1557.480041 = -319212.598547 nChanged 151 SP:Iteration 5Q (12364.348701 sec): 3 clusters Score: Raw -320850.433916 + Penalty 1557.480041 = -319292.953876 nChanged 109 SP:Iteration 6Q (12364.361685 sec): 3 clusters Score: Raw -320911.001366 + Penalty 1557.480041 = -319353.521325 nChanged 96 SP:Iteration 7Q (12364.374614 sec): 3 clusters Score: Raw -320964.988888 + Penalty 1557.480041 = -319407.508847 nChanged 92 SP:Iteration 8Q (12364.387693 sec): 3 clusters Score: Raw -321023.764611 + Penalty 1557.480041 = -319466.284571 nChanged 105 SP:Iteration 9Q (12364.400754 sec): 3 clusters Score: Raw -321081.310276 + Penalty 1557.480041 = -319523.830236 nChanged 79 SP:Iteration 10Q (12364.413596 sec): 3 clusters Score: Raw -321115.632474 + Penalty 1557.480041 = -319558.152433 nChanged 66 SP:Iteration 11Q (12364.426559 sec): 3 clusters Score: Raw -321139.261906 + Penalty 1557.480041 = -319581.781865 nChanged 62 SP:Iteration 12Q (12364.439317 sec): 3 clusters Score: Raw -321169.497826 + Penalty 1557.480041 = -319612.017785 nChanged 61 SP:Iteration 13Q (12364.452123 sec): 3 clusters Score: Raw -321200.931276 + Penalty 1557.480041 = -319643.451235 nChanged 62 SP:Iteration 14Q (12364.465046 sec): 3 clusters Score: Raw -321228.898100 + Penalty 1557.480041 = -319671.418059 nChanged 54 SP:Iteration 15Q (12364.477883 sec): 3 clusters Score: Raw -321259.878082 + Penalty 1557.480041 = -319702.398041 nChanged 60 SP:Iteration 16Q (12364.490691 sec): 3 clusters Score: Raw -321289.462233 + Penalty 1557.480041 = -319731.982193 nChanged 57 SP:Iteration 17Q (12364.503534 sec): 3 clusters Score: Raw -321320.553404 + Penalty 1557.480041 = -319763.073364 nChanged 49 SP:Iteration 18Q (12364.516200 sec): 3 clusters Score: Raw -321343.649412 + Penalty 1557.480041 = -319786.169372 nChanged 46 SP:Iteration 19Q (12364.528964 sec): 3 clusters Score: Raw -321370.599371 + Penalty 1557.480041 = -319813.119330 nChanged 52 SP:Iteration 20F (12364.542086 sec): 3 clusters Score: Raw -321398.628234 + Penalty 1557.480041 = -319841.148194 nChanged 42 SP:Iteration 21Q (12364.554767 sec): 3 clusters Score: Raw -321418.036569 + Penalty 1557.480041 = -319860.556529 nChanged 37 SP:Iteration 22Q (12364.567445 sec): 3 clusters Score: Raw -321433.973753 + Penalty 1557.480041 = -319876.493713 nChanged 34 SP:Iteration 23Q (12364.580080 sec): 3 clusters Score: Raw -321448.860011 + Penalty 1557.480041 = -319891.379971 nChanged 27 SP:Iteration 24Q (12364.592768 sec): 3 clusters Score: Raw -321459.024875 + Penalty 1557.480041 = -319901.544834 nChanged 23 SP:Iteration 25Q (12364.605589 sec): 3 clusters Score: Raw -321467.055236 + Penalty 1557.480041 = -319909.575195 nChanged 19 SP:Iteration 26Q (12364.618200 sec): 3 clusters Score: Raw -321473.760166 + Penalty 1557.480041 = -319916.280125 nChanged 17 SP:Iteration 27Q (12364.630710 sec): 3 clusters Score: Raw -321480.450917 + Penalty 1557.480041 = -319922.970876 nChanged 22 SP:Iteration 28Q (12364.643207 sec): 3 clusters Score: Raw -321490.445563 + Penalty 1557.480041 = -319932.965523 nChanged 26 SP:Iteration 29Q (12364.655962 sec): 3 clusters Score: Raw -321501.309710 + Penalty 1557.480041 = -319943.829670 nChanged 17 SP:Iteration 30Q (12364.668536 sec): 3 clusters Score: Raw -321506.635606 + Penalty 1557.480041 = -319949.155566 nChanged 15 SP:Iteration 31Q (12364.681078 sec): 3 clusters Score: Raw -321514.475513 + Penalty 1557.480041 = -319956.995473 nChanged 21 SP:Iteration 32Q (12364.693620 sec): 3 clusters Score: Raw -321522.770350 + Penalty 1557.480041 = -319965.290309 nChanged 17 SP:Iteration 33Q (12364.706196 sec): 3 clusters Score: Raw -321528.893943 + Penalty 1557.480041 = -319971.413902 nChanged 12 SP:Iteration 34Q (12364.718713 sec): 3 clusters Score: Raw -321532.918431 + Penalty 1557.480041 = -319975.438391 nChanged 9 SP:Iteration 35Q (12364.731123 sec): 3 clusters Score: Raw -321535.508872 + Penalty 1557.480041 = -319978.028831 nChanged 5 SP:Iteration 36Q (12364.743630 sec): 3 clusters Score: Raw -321536.822634 + Penalty 1557.480041 = -319979.342593 nChanged 3 SP:Iteration 37Q (12364.756157 sec): 3 clusters Score: Raw -321537.234818 + Penalty 1557.480041 = -319979.754777 nChanged 2 SP:Iteration 38Q (12364.768594 sec): 3 clusters Score: Raw -321537.705729 + Penalty 1557.480041 = -319980.225689 nChanged 2 SP:Iteration 39Q (12364.781104 sec): 3 clusters Score: Raw -321538.306517 + Penalty 1557.480041 = -319980.826477 nChanged 2 SP:Iteration 40F (12364.794247 sec): 3 clusters Score: Raw -321539.027233 + Penalty 1557.480041 = -319981.547192 nChanged 2 SP:Iteration 41Q (12364.806702 sec): 3 clusters Score: Raw -321539.573489 + Penalty 1557.480041 = -319982.093448 nChanged 5 SP:Iteration 42Q (12364.819077 sec): 3 clusters Score: Raw -321540.841556 + Penalty 1557.480041 = -319983.361515 nChanged 6 SP:Iteration 43Q (12364.831441 sec): 3 clusters Score: Raw -321543.340388 + Penalty 1557.480041 = -319985.860348 nChanged 9 SP:Iteration 44Q (12364.843911 sec): 3 clusters Score: Raw -321550.967728 + Penalty 1557.480041 = -319993.487688 nChanged 11 SP:Iteration 45Q (12364.856405 sec): 3 clusters Score: Raw -321558.683321 + Penalty 1557.480041 = -320001.203280 nChanged 11 SP:Iteration 46Q (12364.868846 sec): 3 clusters Score: Raw -321568.725632 + Penalty 1557.480041 = -320011.245591 nChanged 17 SP:Iteration 47Q (12364.881354 sec): 3 clusters Score: Raw -321580.661924 + Penalty 1557.480041 = -320023.181883 nChanged 13 SP:Iteration 48Q (12364.893791 sec): 3 clusters Score: Raw -321586.705058 + Penalty 1557.480041 = -320029.225017 nChanged 11 SP:Iteration 49Q (12364.906015 sec): 3 clusters Score: Raw -321592.186713 + Penalty 1557.480041 = -320034.706673 nChanged 18 SP:Iteration 50Q (12364.918462 sec): 3 clusters Score: Raw -321601.628803 + Penalty 1557.480041 = -320044.148763 nChanged 16 SP:Iteration 51Q (12364.930731 sec): 3 clusters Score: Raw -321613.762905 + Penalty 1557.480041 = -320056.282865 nChanged 19 SP:Iteration 52Q (12364.943126 sec): 3 clusters Score: Raw -321624.562161 + Penalty 1557.480041 = -320067.082120 nChanged 13 SP:Iteration 53Q (12364.955351 sec): 3 clusters Score: Raw -321634.347788 + Penalty 1557.480041 = -320076.867748 nChanged 14 SP:Iteration 54Q (12364.967574 sec): 3 clusters Score: Raw -321642.358320 + Penalty 1557.480041 = -320084.878279 nChanged 15 SP:Iteration 55Q (12364.979826 sec): 3 clusters Score: Raw -321647.431935 + Penalty 1557.480041 = -320089.951895 nChanged 8 SP:Iteration 56Q (12364.992148 sec): 3 clusters Score: Raw -321652.442844 + Penalty 1557.480041 = -320094.962804 nChanged 11 SP:Iteration 57Q (12365.004355 sec): 3 clusters Score: Raw -321656.998197 + Penalty 1557.480041 = -320099.518156 nChanged 8 SP:Iteration 58Q (12365.016724 sec): 3 clusters Score: Raw -321661.395525 + Penalty 1557.480041 = -320103.915484 nChanged 7 SP:Iteration 59Q (12365.028953 sec): 3 clusters Score: Raw -321666.942196 + Penalty 1557.480041 = -320109.462155 nChanged 15 SP:Iteration 60F (12365.041986 sec): 3 clusters Score: Raw -321673.107261 + Penalty 1557.480041 = -320115.627221 nChanged 10 SP:Iteration 61Q (12365.054190 sec): 3 clusters Score: Raw -321681.301207 + Penalty 1557.480041 = -320123.821167 nChanged 9 SP:Iteration 62Q (12365.066421 sec): 3 clusters Score: Raw -321689.755927 + Penalty 1557.480041 = -320132.275887 nChanged 11 SP:Iteration 63Q (12365.078528 sec): 3 clusters Score: Raw -321696.921051 + Penalty 1557.480041 = -320139.441010 nChanged 14 SP:Iteration 64Q (12365.090734 sec): 3 clusters Score: Raw -321704.845766 + Penalty 1557.480041 = -320147.365726 nChanged 4 SP:Iteration 65Q (12365.103103 sec): 3 clusters Score: Raw -321706.315324 + Penalty 1557.480041 = -320148.835284 nChanged 7 SP:Iteration 66Q (12365.115404 sec): 3 clusters Score: Raw -321711.671880 + Penalty 1557.480041 = -320154.191840 nChanged 10 SP:Iteration 67Q (12365.127728 sec): 3 clusters Score: Raw -321715.760546 + Penalty 1557.480041 = -320158.280505 nChanged 6 SP:Iteration 68Q (12365.140068 sec): 3 clusters Score: Raw -321718.780408 + Penalty 1557.480041 = -320161.300368 nChanged 4 SP:Iteration 69Q (12365.152404 sec): 3 clusters Score: Raw -321720.098558 + Penalty 1557.480041 = -320162.618518 nChanged 3 SP:Iteration 70Q (12365.164759 sec): 3 clusters Score: Raw -321721.152719 + Penalty 1557.480041 = -320163.672678 nChanged 0 SP:Iteration 71F (12365.177723 sec): 3 clusters Score: Raw -321721.152719 + Penalty 1557.480041 = -320163.672678 nChanged 0 Trying to split cluster 37 (135733 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12365.312648 sec): 2 clusters Score: Raw -13003189.951847 + Penalty 1122.752275 = -13002067.199572 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12365.477428 sec): 3 clusters Score: Raw -12912790.243764 + Penalty 2245.504550 = -12910544.739214 nChanged 66005 SP:Iteration 1F (12365.637820 sec): 3 clusters Score: Raw -12953100.596986 + Penalty 2245.504550 = -12950855.092436 nChanged 6502 SP:Iteration 2Q (12365.812044 sec): 3 clusters Score: Raw -12955545.711542 + Penalty 2245.504550 = -12953300.206992 nChanged 7469 SP:Iteration 3F (12365.971741 sec): 3 clusters Score: Raw -12958885.295880 + Penalty 2245.504550 = -12956639.791330 nChanged 8152 SP:Iteration 4F (12366.131577 sec): 3 clusters Score: Raw -12963016.792356 + Penalty 2245.504550 = -12960771.287806 nChanged 8496 SP:Iteration 5F (12366.291475 sec): 3 clusters Score: Raw -12967799.289870 + Penalty 2245.504550 = -12965553.785321 nChanged 8161 SP:Iteration 6F (12366.450915 sec): 3 clusters Score: Raw -12972937.657598 + Penalty 2245.504550 = -12970692.153048 nChanged 7413 SP:Iteration 7F (12366.612375 sec): 3 clusters Score: Raw -12978263.509844 + Penalty 2245.504550 = -12976018.005294 nChanged 6553 SP:Iteration 8Q (12366.785887 sec): 3 clusters Score: Raw -12982994.109126 + Penalty 2245.504550 = -12980748.604576 nChanged 5554 SP:Iteration 9Q (12366.956319 sec): 3 clusters Score: Raw -12986392.799474 + Penalty 2245.504550 = -12984147.294924 nChanged 4233 SP:Iteration 10Q (12367.122939 sec): 3 clusters Score: Raw -12988413.429382 + Penalty 2245.504550 = -12986167.924832 nChanged 3042 SP:Iteration 11Q (12367.286419 sec): 3 clusters Score: Raw -12989663.937976 + Penalty 2245.504550 = -12987418.433426 nChanged 2342 SP:Iteration 12Q (12367.447618 sec): 3 clusters Score: Raw -12990596.238091 + Penalty 2245.504550 = -12988350.733541 nChanged 2128 SP:Iteration 13Q (12367.607079 sec): 3 clusters Score: Raw -12991450.854629 + Penalty 2245.504550 = -12989205.350079 nChanged 2058 SP:Iteration 14Q (12367.765094 sec): 3 clusters Score: Raw -12992322.063450 + Penalty 2245.504550 = -12990076.558900 nChanged 2010 SP:Iteration 15Q (12367.922114 sec): 3 clusters Score: Raw -12993216.828534 + Penalty 2245.504550 = -12990971.323984 nChanged 1914 SP:Iteration 16Q (12368.077943 sec): 3 clusters Score: Raw -12994074.456087 + Penalty 2245.504550 = -12991828.951537 nChanged 1766 SP:Iteration 17Q (12368.232523 sec): 3 clusters Score: Raw -12994867.657096 + Penalty 2245.504550 = -12992622.152546 nChanged 1614 SP:Iteration 18Q (12368.386577 sec): 3 clusters Score: Raw -12995606.740663 + Penalty 2245.504550 = -12993361.236113 nChanged 1495 SP:Iteration 19Q (12368.539511 sec): 3 clusters Score: Raw -12996337.118293 + Penalty 2245.504550 = -12994091.613743 nChanged 1393 SP:Iteration 20F (12368.699463 sec): 3 clusters Score: Raw -12997055.030766 + Penalty 2245.504550 = -12994809.526216 nChanged 1317 SP:Iteration 21Q (12368.850403 sec): 3 clusters Score: Raw -12997726.012320 + Penalty 2245.504550 = -12995480.507770 nChanged 1173 SP:Iteration 22Q (12369.000371 sec): 3 clusters Score: Raw -12998335.000386 + Penalty 2245.504550 = -12996089.495836 nChanged 1066 SP:Iteration 23Q (12369.149209 sec): 3 clusters Score: Raw -12998896.672700 + Penalty 2245.504550 = -12996651.168150 nChanged 990 SP:Iteration 24Q (12369.297206 sec): 3 clusters Score: Raw -12999374.824794 + Penalty 2245.504550 = -12997129.320244 nChanged 913 SP:Iteration 25Q (12369.444425 sec): 3 clusters Score: Raw -12999803.821143 + Penalty 2245.504550 = -12997558.316593 nChanged 833 SP:Iteration 26Q (12369.591036 sec): 3 clusters Score: Raw -13000169.421367 + Penalty 2245.504550 = -12997923.916817 nChanged 732 SP:Iteration 27Q (12369.737183 sec): 3 clusters Score: Raw -13000459.838691 + Penalty 2245.504550 = -12998214.334141 nChanged 673 SP:Iteration 28Q (12369.882960 sec): 3 clusters Score: Raw -13000716.053476 + Penalty 2245.504550 = -12998470.548926 nChanged 620 SP:Iteration 29Q (12370.030375 sec): 3 clusters Score: Raw -13000946.886611 + Penalty 2245.504550 = -12998701.382061 nChanged 554 SP:Iteration 30Q (12370.175921 sec): 3 clusters Score: Raw -13001122.592472 + Penalty 2245.504550 = -12998877.087922 nChanged 506 SP:Iteration 31Q (12370.321184 sec): 3 clusters Score: Raw -13001288.276652 + Penalty 2245.504550 = -12999042.772102 nChanged 514 SP:Iteration 32Q (12370.465656 sec): 3 clusters Score: Raw -13001438.900351 + Penalty 2245.504550 = -12999193.395801 nChanged 463 SP:Iteration 33Q (12370.609793 sec): 3 clusters Score: Raw -13001555.230836 + Penalty 2245.504550 = -12999309.726286 nChanged 371 SP:Iteration 34Q (12370.753903 sec): 3 clusters Score: Raw -13001627.668344 + Penalty 2245.504550 = -12999382.163794 nChanged 302 SP:Iteration 35Q (12370.897788 sec): 3 clusters Score: Raw -13001685.481595 + Penalty 2245.504550 = -12999439.977045 nChanged 287 SP:Iteration 36Q (12371.042227 sec): 3 clusters Score: Raw -13001748.551948 + Penalty 2245.504550 = -12999503.047398 nChanged 273 SP:Iteration 37Q (12371.185743 sec): 3 clusters Score: Raw -13001796.593707 + Penalty 2245.504550 = -12999551.089157 nChanged 219 SP:Iteration 38Q (12371.329070 sec): 3 clusters Score: Raw -13001828.807893 + Penalty 2245.504550 = -12999583.303343 nChanged 201 SP:Iteration 39Q (12371.472364 sec): 3 clusters Score: Raw -13001859.892007 + Penalty 2245.504550 = -12999614.387457 nChanged 186 SP:Iteration 40F (12371.631714 sec): 3 clusters Score: Raw -13001894.206162 + Penalty 2245.504550 = -12999648.701612 nChanged 192 SP:Iteration 41Q (12371.774843 sec): 3 clusters Score: Raw -13001921.597708 + Penalty 2245.504550 = -12999676.093159 nChanged 176 SP:Iteration 42Q (12371.917858 sec): 3 clusters Score: Raw -13001947.774476 + Penalty 2245.504550 = -12999702.269927 nChanged 178 SP:Iteration 43Q (12372.060764 sec): 3 clusters Score: Raw -13001975.208800 + Penalty 2245.504550 = -12999729.704250 nChanged 181 SP:Iteration 44Q (12372.203696 sec): 3 clusters Score: Raw -13002004.861717 + Penalty 2245.504550 = -12999759.357167 nChanged 189 SP:Iteration 45Q (12372.346502 sec): 3 clusters Score: Raw -13002034.313653 + Penalty 2245.504550 = -12999788.809104 nChanged 184 SP:Iteration 46Q (12372.489187 sec): 3 clusters Score: Raw -13002058.944205 + Penalty 2245.504550 = -12999813.439655 nChanged 167 SP:Iteration 47Q (12372.631852 sec): 3 clusters Score: Raw -13002079.121292 + Penalty 2245.504550 = -12999833.616742 nChanged 159 SP:Iteration 48Q (12372.774480 sec): 3 clusters Score: Raw -13002099.272060 + Penalty 2245.504550 = -12999853.767510 nChanged 140 SP:Iteration 49Q (12372.916823 sec): 3 clusters Score: Raw -13002115.401002 + Penalty 2245.504550 = -12999869.896452 nChanged 124 SP:Iteration 50Q (12373.059095 sec): 3 clusters Score: Raw -13002129.479842 + Penalty 2245.504550 = -12999883.975293 nChanged 130 SP:Iteration 51Q (12373.201372 sec): 3 clusters Score: Raw -13002142.877774 + Penalty 2245.504550 = -12999897.373224 nChanged 135 SP:Iteration 52Q (12373.346223 sec): 3 clusters Score: Raw -13002158.677562 + Penalty 2245.504550 = -12999913.173012 nChanged 135 SP:Iteration 53Q (12373.488396 sec): 3 clusters Score: Raw -13002174.289993 + Penalty 2245.504550 = -12999928.785443 nChanged 133 SP:Iteration 54Q (12373.630252 sec): 3 clusters Score: Raw -13002189.238355 + Penalty 2245.504550 = -12999943.733805 nChanged 127 SP:Iteration 55Q (12373.772171 sec): 3 clusters Score: Raw -13002203.686014 + Penalty 2245.504550 = -12999958.181464 nChanged 120 SP:Iteration 56Q (12373.914191 sec): 3 clusters Score: Raw -13002218.013590 + Penalty 2245.504550 = -12999972.509040 nChanged 120 SP:Iteration 57Q (12374.056124 sec): 3 clusters Score: Raw -13002231.138567 + Penalty 2245.504550 = -12999985.634017 nChanged 122 SP:Iteration 58Q (12374.197920 sec): 3 clusters Score: Raw -13002245.201890 + Penalty 2245.504550 = -12999999.697340 nChanged 111 SP:Iteration 59Q (12374.339744 sec): 3 clusters Score: Raw -13002259.039923 + Penalty 2245.504550 = -13000013.535374 nChanged 124 SP:Iteration 60F (12374.499313 sec): 3 clusters Score: Raw -13002275.517906 + Penalty 2245.504550 = -13000030.013356 nChanged 130 SP:Iteration 61Q (12374.641161 sec): 3 clusters Score: Raw -13002291.483999 + Penalty 2245.504550 = -13000045.979449 nChanged 123 SP:Iteration 62Q (12374.782709 sec): 3 clusters Score: Raw -13002306.385648 + Penalty 2245.504550 = -13000060.881098 nChanged 112 SP:Iteration 63Q (12374.924133 sec): 3 clusters Score: Raw -13002319.967173 + Penalty 2245.504550 = -13000074.462623 nChanged 135 SP:Iteration 64Q (12375.065550 sec): 3 clusters Score: Raw -13002338.642769 + Penalty 2245.504550 = -13000093.138220 nChanged 149 SP:Iteration 65Q (12375.207004 sec): 3 clusters Score: Raw -13002361.525197 + Penalty 2245.504550 = -13000116.020647 nChanged 169 SP:Iteration 66Q (12375.348357 sec): 3 clusters Score: Raw -13002389.329812 + Penalty 2245.504550 = -13000143.825262 nChanged 180 SP:Iteration 67Q (12375.489438 sec): 3 clusters Score: Raw -13002420.599512 + Penalty 2245.504550 = -13000175.094963 nChanged 186 SP:Iteration 68Q (12375.630516 sec): 3 clusters Score: Raw -13002451.757815 + Penalty 2245.504550 = -13000206.253265 nChanged 173 SP:Iteration 69Q (12375.771507 sec): 3 clusters Score: Raw -13002480.102474 + Penalty 2245.504550 = -13000234.597924 nChanged 198 SP:Iteration 70Q (12375.912486 sec): 3 clusters Score: Raw -13002512.788013 + Penalty 2245.504550 = -13000267.283463 nChanged 196 SP:Iteration 71Q (12376.053500 sec): 3 clusters Score: Raw -13002546.838110 + Penalty 2245.504550 = -13000301.333560 nChanged 188 SP:Iteration 72Q (12376.194163 sec): 3 clusters Score: Raw -13002580.631349 + Penalty 2245.504550 = -13000335.126799 nChanged 193 SP:Iteration 73Q (12376.334750 sec): 3 clusters Score: Raw -13002614.073962 + Penalty 2245.504550 = -13000368.569412 nChanged 185 SP:Iteration 74Q (12376.475470 sec): 3 clusters Score: Raw -13002645.403684 + Penalty 2245.504550 = -13000399.899135 nChanged 173 SP:Iteration 75Q (12376.617900 sec): 3 clusters Score: Raw -13002673.031007 + Penalty 2245.504550 = -13000427.526457 nChanged 168 SP:Iteration 76Q (12376.758343 sec): 3 clusters Score: Raw -13002699.883021 + Penalty 2245.504550 = -13000454.378471 nChanged 157 SP:Iteration 77Q (12376.898813 sec): 3 clusters Score: Raw -13002723.942430 + Penalty 2245.504550 = -13000478.437880 nChanged 153 SP:Iteration 78Q (12377.039041 sec): 3 clusters Score: Raw -13002748.566161 + Penalty 2245.504550 = -13000503.061611 nChanged 152 SP:Iteration 79Q (12377.179192 sec): 3 clusters Score: Raw -13002772.289210 + Penalty 2245.504550 = -13000526.784660 nChanged 149 SP:Iteration 80F (12377.338313 sec): 3 clusters Score: Raw -13002795.627461 + Penalty 2245.504550 = -13000550.122911 nChanged 158 SP:Iteration 81Q (12377.478429 sec): 3 clusters Score: Raw -13002821.302493 + Penalty 2245.504550 = -13000575.797943 nChanged 137 SP:Iteration 82Q (12377.618409 sec): 3 clusters Score: Raw -13002842.259506 + Penalty 2245.504550 = -13000596.754956 nChanged 124 SP:Iteration 83Q (12377.758559 sec): 3 clusters Score: Raw -13002860.676869 + Penalty 2245.504550 = -13000615.172319 nChanged 129 SP:Iteration 84Q (12377.898926 sec): 3 clusters Score: Raw -13002879.369073 + Penalty 2245.504550 = -13000633.864523 nChanged 127 SP:Iteration 85Q (12378.038853 sec): 3 clusters Score: Raw -13002900.360184 + Penalty 2245.504550 = -13000654.855634 nChanged 140 SP:Iteration 86Q (12378.178769 sec): 3 clusters Score: Raw -13002922.193750 + Penalty 2245.504550 = -13000676.689200 nChanged 133 SP:Iteration 87Q (12378.316849 sec): 3 clusters Score: Raw -13002943.243452 + Penalty 2245.504550 = -13000697.738902 nChanged 111 SP:Iteration 88Q (12378.454786 sec): 3 clusters Score: Raw -13002960.495559 + Penalty 2245.504550 = -13000714.991009 nChanged 117 SP:Iteration 89Q (12378.593192 sec): 3 clusters Score: Raw -13002979.387483 + Penalty 2245.504550 = -13000733.882933 nChanged 113 SP:Iteration 90Q (12378.732500 sec): 3 clusters Score: Raw -13002995.401504 + Penalty 2245.504550 = -13000749.896954 nChanged 107 SP:Iteration 91Q (12378.872102 sec): 3 clusters Score: Raw -13003010.888778 + Penalty 2245.504550 = -13000765.384228 nChanged 99 SP:Iteration 92Q (12379.010000 sec): 3 clusters Score: Raw -13003026.080898 + Penalty 2245.504550 = -13000780.576348 nChanged 97 SP:Iteration 93Q (12379.147770 sec): 3 clusters Score: Raw -13003041.352748 + Penalty 2245.504550 = -13000795.848198 nChanged 92 SP:Iteration 94Q (12379.285412 sec): 3 clusters Score: Raw -13003056.310721 + Penalty 2245.504550 = -13000810.806171 nChanged 96 SP:Iteration 95Q (12379.423023 sec): 3 clusters Score: Raw -13003074.305171 + Penalty 2245.504550 = -13000828.800621 nChanged 106 SP:Iteration 96Q (12379.560724 sec): 3 clusters Score: Raw -13003093.697952 + Penalty 2245.504550 = -13000848.193402 nChanged 106 SP:Iteration 97Q (12379.698146 sec): 3 clusters Score: Raw -13003113.362153 + Penalty 2245.504550 = -13000867.857603 nChanged 97 SP:Iteration 98Q (12379.837822 sec): 3 clusters Score: Raw -13003134.918319 + Penalty 2245.504550 = -13000889.413769 nChanged 104 SP:Iteration 99Q (12379.975842 sec): 3 clusters Score: Raw -13003157.130534 + Penalty 2245.504550 = -13000911.625984 nChanged 103 SP:Iteration 100F (12380.134005 sec): 3 clusters Score: Raw -13003176.668477 + Penalty 2245.504550 = -13000931.163927 nChanged 81 SP:Iteration 101Q (12380.271537 sec): 3 clusters Score: Raw -13003189.765091 + Penalty 2245.504550 = -13000944.260541 nChanged 68 SP:Iteration 102Q (12380.408923 sec): 3 clusters Score: Raw -13003200.919466 + Penalty 2245.504550 = -13000955.414916 nChanged 67 SP:Iteration 103Q (12380.546344 sec): 3 clusters Score: Raw -13003211.434371 + Penalty 2245.504550 = -13000965.929821 nChanged 64 SP:Iteration 104Q (12380.683350 sec): 3 clusters Score: Raw -13003222.461430 + Penalty 2245.504550 = -13000976.956880 nChanged 61 SP:Iteration 105Q (12380.823394 sec): 3 clusters Score: Raw -13003232.993267 + Penalty 2245.504550 = -13000987.488717 nChanged 61 SP:Iteration 106Q (12380.960821 sec): 3 clusters Score: Raw -13003243.716753 + Penalty 2245.504550 = -13000998.212204 nChanged 58 SP:Iteration 107Q (12381.098178 sec): 3 clusters Score: Raw -13003253.515713 + Penalty 2245.504550 = -13001008.011163 nChanged 54 SP:Iteration 108Q (12381.235480 sec): 3 clusters Score: Raw -13003262.162195 + Penalty 2245.504550 = -13001016.657645 nChanged 51 SP:Iteration 109Q (12381.372684 sec): 3 clusters Score: Raw -13003271.221611 + Penalty 2245.504550 = -13001025.717061 nChanged 46 SP:Iteration 110Q (12381.509976 sec): 3 clusters Score: Raw -13003279.458320 + Penalty 2245.504550 = -13001033.953770 nChanged 48 SP:Iteration 111Q (12381.647116 sec): 3 clusters Score: Raw -13003286.264248 + Penalty 2245.504550 = -13001040.759698 nChanged 44 SP:Iteration 112Q (12381.787838 sec): 3 clusters Score: Raw -13003291.919806 + Penalty 2245.504550 = -13001046.415256 nChanged 37 SP:Iteration 113Q (12381.925361 sec): 3 clusters Score: Raw -13003296.976833 + Penalty 2245.504550 = -13001051.472283 nChanged 33 SP:Iteration 114Q (12382.062561 sec): 3 clusters Score: Raw -13003301.785828 + Penalty 2245.504550 = -13001056.281278 nChanged 29 SP:Iteration 115Q (12382.199693 sec): 3 clusters Score: Raw -13003306.171339 + Penalty 2245.504550 = -13001060.666789 nChanged 24 SP:Iteration 116Q (12382.336857 sec): 3 clusters Score: Raw -13003309.077598 + Penalty 2245.504550 = -13001063.573048 nChanged 25 SP:Iteration 117Q (12382.474105 sec): 3 clusters Score: Raw -13003312.989786 + Penalty 2245.504550 = -13001067.485236 nChanged 27 SP:Iteration 118Q (12382.611196 sec): 3 clusters Score: Raw -13003316.795566 + Penalty 2245.504550 = -13001071.291016 nChanged 30 SP:Iteration 119Q (12382.748295 sec): 3 clusters Score: Raw -13003321.862542 + Penalty 2245.504550 = -13001076.357992 nChanged 29 SP:Iteration 120F (12382.906053 sec): 3 clusters Score: Raw -13003326.583659 + Penalty 2245.504550 = -13001081.079109 nChanged 25 SP:Iteration 121Q (12383.044963 sec): 3 clusters Score: Raw -13003330.605622 + Penalty 2245.504550 = -13001085.101072 nChanged 20 SP:Iteration 122Q (12383.182107 sec): 3 clusters Score: Raw -13003333.396774 + Penalty 2245.504550 = -13001087.892224 nChanged 24 SP:Iteration 123Q (12383.319108 sec): 3 clusters Score: Raw -13003336.637150 + Penalty 2245.504550 = -13001091.132600 nChanged 21 SP:Iteration 124Q (12383.456139 sec): 3 clusters Score: Raw -13003341.078901 + Penalty 2245.504550 = -13001095.574351 nChanged 19 SP:Iteration 125Q (12383.593352 sec): 3 clusters Score: Raw -13003344.518676 + Penalty 2245.504550 = -13001099.014126 nChanged 23 SP:Iteration 126Q (12383.730430 sec): 3 clusters Score: Raw -13003348.513938 + Penalty 2245.504550 = -13001103.009388 nChanged 23 SP:Iteration 127Q (12383.867494 sec): 3 clusters Score: Raw -13003351.489591 + Penalty 2245.504550 = -13001105.985041 nChanged 13 SP:Iteration 128Q (12384.004595 sec): 3 clusters Score: Raw -13003353.783516 + Penalty 2245.504550 = -13001108.278966 nChanged 15 SP:Iteration 129Q (12384.142413 sec): 3 clusters Score: Raw -13003355.816102 + Penalty 2245.504550 = -13001110.311552 nChanged 14 SP:Iteration 130Q (12384.279489 sec): 3 clusters Score: Raw -13003357.532496 + Penalty 2245.504550 = -13001112.027946 nChanged 13 SP:Iteration 131Q (12384.416478 sec): 3 clusters Score: Raw -13003358.845669 + Penalty 2245.504550 = -13001113.341119 nChanged 9 SP:Iteration 132Q (12384.553319 sec): 3 clusters Score: Raw -13003359.980298 + Penalty 2245.504550 = -13001114.475748 nChanged 12 SP:Iteration 133Q (12384.690294 sec): 3 clusters Score: Raw -13003361.340406 + Penalty 2245.504550 = -13001115.835856 nChanged 9 SP:Iteration 134Q (12384.827370 sec): 3 clusters Score: Raw -13003362.333984 + Penalty 2245.504550 = -13001116.829434 nChanged 15 SP:Iteration 135Q (12384.964157 sec): 3 clusters Score: Raw -13003364.333226 + Penalty 2245.504550 = -13001118.828676 nChanged 12 SP:Iteration 136Q (12385.101098 sec): 3 clusters Score: Raw -13003366.068507 + Penalty 2245.504550 = -13001120.563957 nChanged 15 SP:Iteration 137Q (12385.238132 sec): 3 clusters Score: Raw -13003368.376728 + Penalty 2245.504550 = -13001122.872178 nChanged 18 SP:Iteration 138Q (12385.374950 sec): 3 clusters Score: Raw -13003370.708787 + Penalty 2245.504550 = -13001125.204237 nChanged 13 SP:Iteration 139Q (12385.511911 sec): 3 clusters Score: Raw -13003372.591046 + Penalty 2245.504550 = -13001127.086496 nChanged 10 SP:Iteration 140F (12385.669616 sec): 3 clusters Score: Raw -13003374.377249 + Penalty 2245.504550 = -13001128.872699 nChanged 13 SP:Iteration 141Q (12385.806459 sec): 3 clusters Score: Raw -13003376.186256 + Penalty 2245.504550 = -13001130.681706 nChanged 8 SP:Iteration 142Q (12385.943304 sec): 3 clusters Score: Raw -13003377.566308 + Penalty 2245.504550 = -13001132.061758 nChanged 14 SP:Iteration 143Q (12386.080202 sec): 3 clusters Score: Raw -13003379.433201 + Penalty 2245.504550 = -13001133.928651 nChanged 9 SP:Iteration 144Q (12386.226711 sec): 3 clusters Score: Raw -13003380.474885 + Penalty 2245.504550 = -13001134.970335 nChanged 6 SP:Iteration 145Q (12386.363859 sec): 3 clusters Score: Raw -13003381.134067 + Penalty 2245.504550 = -13001135.629517 nChanged 3 SP:Iteration 146Q (12386.500654 sec): 3 clusters Score: Raw -13003381.602174 + Penalty 2245.504550 = -13001136.097624 nChanged 2 SP:Iteration 147Q (12386.637505 sec): 3 clusters Score: Raw -13003381.980854 + Penalty 2245.504550 = -13001136.476304 nChanged 1 SP:Iteration 148Q (12386.774341 sec): 3 clusters Score: Raw -13003382.027334 + Penalty 2245.504550 = -13001136.522784 nChanged 1 SP:Iteration 149Q (12386.911163 sec): 3 clusters Score: Raw -13003382.144313 + Penalty 2245.504550 = -13001136.639763 nChanged 1 SP:Iteration 150Q (12387.048107 sec): 3 clusters Score: Raw -13003382.176571 + Penalty 2245.504550 = -13001136.672021 nChanged 0 SP:Iteration 151F (12387.205962 sec): 3 clusters Score: Raw -13003382.176571 + Penalty 2245.504550 = -13001136.672021 nChanged 0 Trying to split cluster 38 (298515 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12387.514109 sec): 2 clusters Score: Raw -28441843.527696 + Penalty 1197.624669 = -28440645.903027 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12387.890994 sec): 3 clusters Score: Raw -28240460.669488 + Penalty 2395.249338 = -28238065.420150 nChanged 146674 SP:Iteration 1F (12388.261874 sec): 3 clusters Score: Raw -28330239.680597 + Penalty 2395.249338 = -28327844.431259 nChanged 10472 SP:Iteration 2Q (12388.663550 sec): 3 clusters Score: Raw -28333368.261597 + Penalty 2395.249338 = -28330973.012259 nChanged 11903 SP:Iteration 3Q (12389.065547 sec): 3 clusters Score: Raw -28338022.422555 + Penalty 2395.249338 = -28335627.173217 nChanged 14206 SP:Iteration 4Q (12389.467358 sec): 3 clusters Score: Raw -28345308.596676 + Penalty 2395.249338 = -28342913.347338 nChanged 16803 SP:Iteration 5F (12389.839621 sec): 3 clusters Score: Raw -28356175.929532 + Penalty 2395.249338 = -28353780.680195 nChanged 19039 SP:Iteration 6F (12390.211672 sec): 3 clusters Score: Raw -28370153.669278 + Penalty 2395.249338 = -28367758.419940 nChanged 19047 SP:Iteration 7F (12390.594138 sec): 3 clusters Score: Raw -28383181.737613 + Penalty 2395.249338 = -28380786.488275 nChanged 15988 SP:Iteration 8F (12390.958053 sec): 3 clusters Score: Raw -28391281.642646 + Penalty 2395.249338 = -28388886.393308 nChanged 10976 SP:Iteration 9Q (12391.348008 sec): 3 clusters Score: Raw -28394725.968410 + Penalty 2395.249338 = -28392330.719072 nChanged 6732 SP:Iteration 10Q (12391.734590 sec): 3 clusters Score: Raw -28396121.100586 + Penalty 2395.249338 = -28393725.851248 nChanged 4345 SP:Iteration 11Q (12392.118886 sec): 3 clusters Score: Raw -28396899.576111 + Penalty 2395.249338 = -28394504.326774 nChanged 3640 SP:Iteration 12Q (12392.503996 sec): 3 clusters Score: Raw -28397583.460564 + Penalty 2395.249338 = -28395188.211226 nChanged 3668 SP:Iteration 13Q (12392.886196 sec): 3 clusters Score: Raw -28398335.342635 + Penalty 2395.249338 = -28395940.093297 nChanged 4055 SP:Iteration 14Q (12393.267438 sec): 3 clusters Score: Raw -28399217.865225 + Penalty 2395.249338 = -28396822.615888 nChanged 4248 SP:Iteration 15Q (12393.645281 sec): 3 clusters Score: Raw -28400199.035326 + Penalty 2395.249338 = -28397803.785988 nChanged 4606 SP:Iteration 16Q (12394.021834 sec): 3 clusters Score: Raw -28401354.937589 + Penalty 2395.249338 = -28398959.688252 nChanged 4938 SP:Iteration 17Q (12394.396716 sec): 3 clusters Score: Raw -28402679.614981 + Penalty 2395.249338 = -28400284.365644 nChanged 5286 SP:Iteration 18Q (12394.769302 sec): 3 clusters Score: Raw -28404211.259823 + Penalty 2395.249338 = -28401816.010486 nChanged 5718 SP:Iteration 19Q (12395.140251 sec): 3 clusters Score: Raw -28406030.744776 + Penalty 2395.249338 = -28403635.495439 nChanged 5992 SP:Iteration 20F (12395.511453 sec): 3 clusters Score: Raw -28408110.954545 + Penalty 2395.249338 = -28405715.705207 nChanged 6400 SP:Iteration 21Q (12395.880142 sec): 3 clusters Score: Raw -28410563.377478 + Penalty 2395.249338 = -28408168.128141 nChanged 6617 SP:Iteration 22Q (12396.242937 sec): 3 clusters Score: Raw -28413325.265285 + Penalty 2395.249338 = -28410930.015947 nChanged 6730 SP:Iteration 23Q (12396.601865 sec): 3 clusters Score: Raw -28416406.597735 + Penalty 2395.249338 = -28414011.348397 nChanged 6816 SP:Iteration 24Q (12396.958220 sec): 3 clusters Score: Raw -28419803.205961 + Penalty 2395.249338 = -28417407.956623 nChanged 6681 SP:Iteration 25Q (12397.308932 sec): 3 clusters Score: Raw -28423408.543590 + Penalty 2395.249338 = -28421013.294253 nChanged 6298 SP:Iteration 26Q (12397.653539 sec): 3 clusters Score: Raw -28427053.412007 + Penalty 2395.249338 = -28424658.162669 nChanged 5864 SP:Iteration 27Q (12397.993069 sec): 3 clusters Score: Raw -28430736.920057 + Penalty 2395.249338 = -28428341.670720 nChanged 5078 SP:Iteration 28Q (12398.327372 sec): 3 clusters Score: Raw -28434076.420188 + Penalty 2395.249338 = -28431681.170850 nChanged 4092 SP:Iteration 29Q (12398.655771 sec): 3 clusters Score: Raw -28436796.109309 + Penalty 2395.249338 = -28434400.859971 nChanged 3061 SP:Iteration 30Q (12398.976490 sec): 3 clusters Score: Raw -28438776.482267 + Penalty 2395.249338 = -28436381.232930 nChanged 2168 SP:Iteration 31Q (12399.292247 sec): 3 clusters Score: Raw -28440087.830352 + Penalty 2395.249338 = -28437692.581015 nChanged 1449 SP:Iteration 32Q (12399.604667 sec): 3 clusters Score: Raw -28440916.971196 + Penalty 2395.249338 = -28438521.721858 nChanged 979 SP:Iteration 33Q (12399.915119 sec): 3 clusters Score: Raw -28441442.955550 + Penalty 2395.249338 = -28439047.706213 nChanged 677 SP:Iteration 34Q (12400.225589 sec): 3 clusters Score: Raw -28441776.236602 + Penalty 2395.249338 = -28439380.987264 nChanged 462 SP:Iteration 35Q (12400.533739 sec): 3 clusters Score: Raw -28441992.172028 + Penalty 2395.249338 = -28439596.922690 nChanged 360 SP:Iteration 36Q (12400.841274 sec): 3 clusters Score: Raw -28442143.320082 + Penalty 2395.249338 = -28439748.070744 nChanged 280 SP:Iteration 37Q (12401.148888 sec): 3 clusters Score: Raw -28442247.421282 + Penalty 2395.249338 = -28439852.171944 nChanged 176 SP:Iteration 38Q (12401.455933 sec): 3 clusters Score: Raw -28442301.841569 + Penalty 2395.249338 = -28439906.592231 nChanged 129 SP:Iteration 39Q (12401.762665 sec): 3 clusters Score: Raw -28442337.228698 + Penalty 2395.249338 = -28439941.979361 nChanged 98 SP:Iteration 40F (12402.130315 sec): 3 clusters Score: Raw -28442363.655169 + Penalty 2395.249338 = -28439968.405831 nChanged 81 SP:Iteration 41Q (12402.436402 sec): 3 clusters Score: Raw -28442383.192175 + Penalty 2395.249338 = -28439987.942837 nChanged 62 SP:Iteration 42Q (12402.742678 sec): 3 clusters Score: Raw -28442397.988849 + Penalty 2395.249338 = -28440002.739511 nChanged 57 SP:Iteration 43Q (12403.048977 sec): 3 clusters Score: Raw -28442411.384299 + Penalty 2395.249338 = -28440016.134961 nChanged 50 SP:Iteration 44Q (12403.355827 sec): 3 clusters Score: Raw -28442421.628003 + Penalty 2395.249338 = -28440026.378665 nChanged 40 SP:Iteration 45Q (12403.661662 sec): 3 clusters Score: Raw -28442429.868097 + Penalty 2395.249338 = -28440034.618759 nChanged 30 SP:Iteration 46Q (12403.967645 sec): 3 clusters Score: Raw -28442434.668264 + Penalty 2395.249338 = -28440039.418927 nChanged 27 SP:Iteration 47Q (12404.273711 sec): 3 clusters Score: Raw -28442438.315363 + Penalty 2395.249338 = -28440043.066025 nChanged 19 SP:Iteration 48Q (12404.579526 sec): 3 clusters Score: Raw -28442440.559775 + Penalty 2395.249338 = -28440045.310437 nChanged 10 SP:Iteration 49Q (12404.885514 sec): 3 clusters Score: Raw -28442442.275813 + Penalty 2395.249338 = -28440047.026475 nChanged 10 SP:Iteration 50Q (12405.191409 sec): 3 clusters Score: Raw -28442443.798714 + Penalty 2395.249338 = -28440048.549376 nChanged 10 SP:Iteration 51Q (12405.497175 sec): 3 clusters Score: Raw -28442445.405933 + Penalty 2395.249338 = -28440050.156596 nChanged 18 SP:Iteration 52Q (12405.803328 sec): 3 clusters Score: Raw -28442447.941241 + Penalty 2395.249338 = -28440052.691903 nChanged 13 SP:Iteration 53Q (12406.108982 sec): 3 clusters Score: Raw -28442449.604318 + Penalty 2395.249338 = -28440054.354980 nChanged 10 SP:Iteration 54Q (12406.414666 sec): 3 clusters Score: Raw -28442450.784976 + Penalty 2395.249338 = -28440055.535638 nChanged 9 SP:Iteration 55Q (12406.721449 sec): 3 clusters Score: Raw -28442451.643751 + Penalty 2395.249338 = -28440056.394413 nChanged 6 SP:Iteration 56Q (12407.026982 sec): 3 clusters Score: Raw -28442452.595572 + Penalty 2395.249338 = -28440057.346234 nChanged 9 SP:Iteration 57Q (12407.333073 sec): 3 clusters Score: Raw -28442453.432306 + Penalty 2395.249338 = -28440058.182969 nChanged 4 SP:Iteration 58Q (12407.638896 sec): 3 clusters Score: Raw -28442453.621016 + Penalty 2395.249338 = -28440058.371678 nChanged 1 SP:Iteration 59Q (12407.944771 sec): 3 clusters Score: Raw -28442453.692979 + Penalty 2395.249338 = -28440058.443641 nChanged 1 SP:Iteration 60F (12408.311780 sec): 3 clusters Score: Raw -28442453.814131 + Penalty 2395.249338 = -28440058.564794 nChanged 1 SP:Iteration 61Q (12408.617654 sec): 3 clusters Score: Raw -28442453.921928 + Penalty 2395.249338 = -28440058.672590 nChanged 1 SP:Iteration 62Q (12408.923156 sec): 3 clusters Score: Raw -28442453.965531 + Penalty 2395.249338 = -28440058.716193 nChanged 1 SP:Iteration 63Q (12409.229151 sec): 3 clusters Score: Raw -28442454.012999 + Penalty 2395.249338 = -28440058.763661 nChanged 1 SP:Iteration 64Q (12409.535339 sec): 3 clusters Score: Raw -28442454.050601 + Penalty 2395.249338 = -28440058.801263 nChanged 0 SP:Iteration 65F (12409.903094 sec): 3 clusters Score: Raw -28442454.050601 + Penalty 2395.249338 = -28440058.801263 nChanged 0 Iteration 179Q (12418.639386 sec): 39 clusters Score: Raw -89553661.065434 + Penalty 49805.239891 = -89503855.825543 nChanged 327 Iteration 180F (12436.474594 sec): 39 clusters Score: Raw -89553668.685246 + Penalty 49805.239891 = -89503863.445355 nChanged 316 Iteration 181Q (12445.214481 sec): 39 clusters Score: Raw -89553676.137388 + Penalty 49805.239891 = -89503870.897497 nChanged 289 Iteration 182Q (12453.955995 sec): 39 clusters Score: Raw -89553682.543286 + Penalty 49805.239891 = -89503877.303395 nChanged 295 Iteration 183Q (12462.690647 sec): 39 clusters Score: Raw -89553689.337521 + Penalty 49805.239891 = -89503884.097630 nChanged 294 Iteration 184Q (12471.451043 sec): 39 clusters Score: Raw -89553696.307597 + Penalty 49805.239891 = -89503891.067706 nChanged 286 Iteration 185Q (12480.189060 sec): 39 clusters Score: Raw -89553703.592723 + Penalty 49805.239891 = -89503898.352832 nChanged 311 Iteration 186Q (12488.933635 sec): 39 clusters Score: Raw -89553711.292304 + Penalty 49805.239891 = -89503906.052413 nChanged 267 Iteration 187Q (12497.667539 sec): 39 clusters Score: Raw -89553717.299950 + Penalty 49805.239891 = -89503912.060059 nChanged 255 Iteration 188Q (12506.424310 sec): 39 clusters Score: Raw -89553723.112287 + Penalty 49805.239891 = -89503917.872396 nChanged 238 Iteration 189Q (12515.164287 sec): 39 clusters Score: Raw -89553727.766988 + Penalty 49805.239891 = -89503922.527097 nChanged 233 Iteration 190Q (12523.897251 sec): 39 clusters Score: Raw -89553732.205130 + Penalty 49805.239891 = -89503926.965239 nChanged 245 Iteration 191Q (12532.627678 sec): 39 clusters Score: Raw -89553737.212455 + Penalty 49805.239891 = -89503931.972564 nChanged 246 Iteration 192Q (12541.367862 sec): 39 clusters Score: Raw -89553742.477908 + Penalty 49805.239891 = -89503937.238017 nChanged 242 Iteration 193Q (12550.117931 sec): 39 clusters Score: Raw -89553748.125161 + Penalty 49805.239891 = -89503942.885270 nChanged 236 Iteration 194Q (12558.859927 sec): 39 clusters Score: Raw -89553754.225946 + Penalty 49805.239891 = -89503948.986055 nChanged 256 Iteration 195Q (12567.586994 sec): 39 clusters Score: Raw -89553761.496027 + Penalty 49805.239891 = -89503956.256136 nChanged 279 Iteration 196Q (12576.315421 sec): 39 clusters Score: Raw -89553769.475693 + Penalty 49805.239891 = -89503964.235802 nChanged 284 Iteration 197Q (12585.037488 sec): 39 clusters Score: Raw -89553777.182455 + Penalty 49805.239891 = -89503971.942564 nChanged 288 Iteration 198Q (12593.770827 sec): 39 clusters Score: Raw -89553784.833024 + Penalty 49805.239891 = -89503979.593133 nChanged 292 Iteration 199Q (12602.531014 sec): 39 clusters Score: Raw -89553791.733388 + Penalty 49805.239891 = -89503986.493497 nChanged 297 Iteration 200F (12620.356485 sec): 39 clusters Score: Raw -89553798.986218 + Penalty 49805.239891 = -89503993.746327 nChanged 281 Iteration 201Q (12629.116418 sec): 39 clusters Score: Raw -89553805.815076 + Penalty 49805.239891 = -89504000.575185 nChanged 296 Iteration 202Q (12637.867285 sec): 39 clusters Score: Raw -89553814.709505 + Penalty 49805.239891 = -89504009.469614 nChanged 313 Iteration 203Q (12646.625362 sec): 39 clusters Score: Raw -89553821.900038 + Penalty 49805.239891 = -89504016.660148 nChanged 309 Iteration 204Q (12655.359377 sec): 39 clusters Score: Raw -89553828.923626 + Penalty 49805.239891 = -89504023.683735 nChanged 297 Iteration 205Q (12664.094567 sec): 39 clusters Score: Raw -89553835.210679 + Penalty 49805.239891 = -89504029.970788 nChanged 246 Iteration 206Q (12672.827527 sec): 39 clusters Score: Raw -89553840.727630 + Penalty 49805.239891 = -89504035.487739 nChanged 255 Iteration 207Q (12681.579222 sec): 39 clusters Score: Raw -89553846.859239 + Penalty 49805.239891 = -89504041.619348 nChanged 253 Iteration 208Q (12690.379789 sec): 39 clusters Score: Raw -89553852.774128 + Penalty 49805.239891 = -89504047.534237 nChanged 288 Iteration 209Q (12699.132616 sec): 39 clusters Score: Raw -89553859.895794 + Penalty 49805.239891 = -89504054.655903 nChanged 327 Iteration 210Q (12707.880740 sec): 39 clusters Score: Raw -89553868.186033 + Penalty 49805.239891 = -89504062.946142 nChanged 319 Iteration 211Q (12716.637709 sec): 39 clusters Score: Raw -89553876.889451 + Penalty 49805.239891 = -89504071.649560 nChanged 340 Iteration 212Q (12725.389611 sec): 39 clusters Score: Raw -89553886.132625 + Penalty 49805.239891 = -89504080.892734 nChanged 358 Iteration 213Q (12734.121374 sec): 39 clusters Score: Raw -89553895.719279 + Penalty 49805.239891 = -89504090.479388 nChanged 356 Iteration 214Q (12742.844764 sec): 39 clusters Score: Raw -89553905.108130 + Penalty 49805.239891 = -89504099.868239 nChanged 374 Iteration 215Q (12751.595262 sec): 39 clusters Score: Raw -89553914.912531 + Penalty 49805.239891 = -89504109.672640 nChanged 351 Iteration 216Q (12760.343747 sec): 39 clusters Score: Raw -89553923.713218 + Penalty 49805.239891 = -89504118.473327 nChanged 363 Iteration 217Q (12769.075943 sec): 39 clusters Score: Raw -89553932.957997 + Penalty 49805.239891 = -89504127.718106 nChanged 328 Iteration 218Q (12777.785665 sec): 39 clusters Score: Raw -89553940.900499 + Penalty 49805.239891 = -89504135.660608 nChanged 335 Writing temp clu file Because OldScore, -89504127.718106, is greater than current (better) Score,-89504135.660608 Compute initial score before splitting: Score: Raw -89553940.900499 + Penalty 49805.239891 = -89504135.660608 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12777.974823 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12777.979326 sec): 3 clusters Score: Raw -102438.868443 + Penalty 1314.552092 = -101124.316351 nChanged 354 SP:Iteration 1F (12777.983515 sec): 3 clusters Score: Raw -102679.695373 + Penalty 1314.552092 = -101365.143282 nChanged 84 SP:Iteration 2F (12777.987558 sec): 3 clusters Score: Raw -102741.975839 + Penalty 1314.552092 = -101427.423748 nChanged 42 SP:Iteration 3Q (12777.991641 sec): 3 clusters Score: Raw -102770.924234 + Penalty 1314.552092 = -101456.372143 nChanged 25 SP:Iteration 4Q (12777.995709 sec): 3 clusters Score: Raw -102793.475506 + Penalty 1314.552092 = -101478.923414 nChanged 26 SP:Iteration 5Q (12777.999777 sec): 3 clusters Score: Raw -102812.793039 + Penalty 1314.552092 = -101498.240948 nChanged 28 SP:Iteration 6Q (12778.003835 sec): 3 clusters Score: Raw -102832.086797 + Penalty 1314.552092 = -101517.534705 nChanged 22 SP:Iteration 7Q (12778.007901 sec): 3 clusters Score: Raw -102847.863380 + Penalty 1314.552092 = -101533.311289 nChanged 21 SP:Iteration 8Q (12778.011956 sec): 3 clusters Score: Raw -102865.704928 + Penalty 1314.552092 = -101551.152836 nChanged 22 SP:Iteration 9Q (12778.015982 sec): 3 clusters Score: Raw -102886.084955 + Penalty 1314.552092 = -101571.532863 nChanged 19 SP:Iteration 10Q (12778.020025 sec): 3 clusters Score: Raw -102900.714723 + Penalty 1314.552092 = -101586.162631 nChanged 15 SP:Iteration 11Q (12778.024052 sec): 3 clusters Score: Raw -102911.852510 + Penalty 1314.552092 = -101597.300419 nChanged 10 SP:Iteration 12Q (12778.028060 sec): 3 clusters Score: Raw -102917.446673 + Penalty 1314.552092 = -101602.894581 nChanged 7 SP:Iteration 13Q (12778.032089 sec): 3 clusters Score: Raw -102921.694853 + Penalty 1314.552092 = -101607.142762 nChanged 4 SP:Iteration 14Q (12778.036100 sec): 3 clusters Score: Raw -102924.055780 + Penalty 1314.552092 = -101609.503688 nChanged 3 SP:Iteration 15Q (12778.040091 sec): 3 clusters Score: Raw -102925.200106 + Penalty 1314.552092 = -101610.648014 nChanged 1 SP:Iteration 16Q (12778.044079 sec): 3 clusters Score: Raw -102926.709608 + Penalty 1314.552092 = -101612.157516 nChanged 4 SP:Iteration 17Q (12778.048123 sec): 3 clusters Score: Raw -102929.533266 + Penalty 1314.552092 = -101614.981174 nChanged 7 SP:Iteration 18Q (12778.052146 sec): 3 clusters Score: Raw -102933.318364 + Penalty 1314.552092 = -101618.766272 nChanged 7 SP:Iteration 19Q (12778.056139 sec): 3 clusters Score: Raw -102937.988354 + Penalty 1314.552092 = -101623.436263 nChanged 5 SP:Iteration 20F (12778.060165 sec): 3 clusters Score: Raw -102941.577621 + Penalty 1314.552092 = -101627.025529 nChanged 8 SP:Iteration 21Q (12778.064172 sec): 3 clusters Score: Raw -102948.028341 + Penalty 1314.552092 = -101633.476249 nChanged 6 SP:Iteration 22Q (12778.068166 sec): 3 clusters Score: Raw -102951.085010 + Penalty 1314.552092 = -101636.532918 nChanged 5 SP:Iteration 23Q (12778.072142 sec): 3 clusters Score: Raw -102953.948600 + Penalty 1314.552092 = -101639.396508 nChanged 2 SP:Iteration 24Q (12778.076137 sec): 3 clusters Score: Raw -102954.825246 + Penalty 1314.552092 = -101640.273154 nChanged 2 SP:Iteration 25Q (12778.080149 sec): 3 clusters Score: Raw -102956.233812 + Penalty 1314.552092 = -101641.681721 nChanged 3 SP:Iteration 26Q (12778.084087 sec): 3 clusters Score: Raw -102959.140734 + Penalty 1314.552092 = -101644.588642 nChanged 2 SP:Iteration 27Q (12778.088044 sec): 3 clusters Score: Raw -102960.107011 + Penalty 1314.552092 = -101645.554919 nChanged 0 SP:Iteration 28F (12778.092079 sec): 3 clusters Score: Raw -102960.107011 + Penalty 1314.552092 = -101645.554919 nChanged 0 Trying to split cluster 2 (701 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12778.106812 sec): 2 clusters Score: Raw -71310.909787 + Penalty 622.488249 = -70688.421538 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12778.110199 sec): 3 clusters Score: Raw -71059.742871 + Penalty 1244.976499 = -69814.766373 nChanged 226 SP:Iteration 1F (12778.113240 sec): 3 clusters Score: Raw -71224.183378 + Penalty 1244.976499 = -69979.206879 nChanged 58 SP:Iteration 2F (12778.116256 sec): 3 clusters Score: Raw -71272.452659 + Penalty 1244.976499 = -70027.476161 nChanged 33 SP:Iteration 3Q (12778.119273 sec): 3 clusters Score: Raw -71301.299563 + Penalty 1244.976499 = -70056.323064 nChanged 16 SP:Iteration 4Q (12778.122282 sec): 3 clusters Score: Raw -71317.414240 + Penalty 1244.976499 = -70072.437741 nChanged 14 SP:Iteration 5Q (12778.125265 sec): 3 clusters Score: Raw -71329.504580 + Penalty 1244.976499 = -70084.528082 nChanged 13 SP:Iteration 6Q (12778.128268 sec): 3 clusters Score: Raw -71341.473540 + Penalty 1244.976499 = -70096.497042 nChanged 5 SP:Iteration 7Q (12778.131245 sec): 3 clusters Score: Raw -71347.608733 + Penalty 1244.976499 = -70102.632235 nChanged 5 SP:Iteration 8Q (12778.134225 sec): 3 clusters Score: Raw -71349.745472 + Penalty 1244.976499 = -70104.768973 nChanged 1 SP:Iteration 9Q (12778.137208 sec): 3 clusters Score: Raw -71350.067404 + Penalty 1244.976499 = -70105.090906 nChanged 2 SP:Iteration 10Q (12778.140197 sec): 3 clusters Score: Raw -71351.317464 + Penalty 1244.976499 = -70106.340966 nChanged 1 SP:Iteration 11Q (12778.143223 sec): 3 clusters Score: Raw -71352.058615 + Penalty 1244.976499 = -70107.082116 nChanged 2 SP:Iteration 12Q (12778.146204 sec): 3 clusters Score: Raw -71353.081158 + Penalty 1244.976499 = -70108.104659 nChanged 0 SP:Iteration 13F (12778.149165 sec): 3 clusters Score: Raw -71353.081158 + Penalty 1244.976499 = -70108.104659 nChanged 0 Trying to split cluster 3 (40766 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12778.200325 sec): 2 clusters Score: Raw -3600173.548060 + Penalty 1008.482350 = -3599165.065710 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12778.272812 sec): 3 clusters Score: Raw -3574216.903536 + Penalty 2016.964699 = -3572199.938837 nChanged 19242 SP:Iteration 1F (12778.332609 sec): 3 clusters Score: Raw -3585273.595355 + Penalty 2016.964699 = -3583256.630655 nChanged 1818 SP:Iteration 2Q (12778.393781 sec): 3 clusters Score: Raw -3585841.910504 + Penalty 2016.964699 = -3583824.945805 nChanged 1755 SP:Iteration 3Q (12778.455499 sec): 3 clusters Score: Raw -3586491.864707 + Penalty 2016.964699 = -3584474.900008 nChanged 1950 SP:Iteration 4Q (12778.517059 sec): 3 clusters Score: Raw -3587388.631846 + Penalty 2016.964699 = -3585371.667147 nChanged 2220 SP:Iteration 5F (12778.580374 sec): 3 clusters Score: Raw -3588652.151827 + Penalty 2016.964699 = -3586635.187128 nChanged 2497 SP:Iteration 6F (12778.639227 sec): 3 clusters Score: Raw -3590279.883920 + Penalty 2016.964699 = -3588262.919221 nChanged 2577 SP:Iteration 7F (12778.726499 sec): 3 clusters Score: Raw -3592228.077633 + Penalty 2016.964699 = -3590211.112934 nChanged 2410 SP:Iteration 8F (12778.784405 sec): 3 clusters Score: Raw -3594175.379207 + Penalty 2016.964699 = -3592158.414508 nChanged 1943 SP:Iteration 9Q (12778.843250 sec): 3 clusters Score: Raw -3595782.878504 + Penalty 2016.964699 = -3593765.913804 nChanged 1520 SP:Iteration 10Q (12778.899373 sec): 3 clusters Score: Raw -3596964.728993 + Penalty 2016.964699 = -3594947.764294 nChanged 1164 SP:Iteration 11Q (12778.954930 sec): 3 clusters Score: Raw -3597879.622855 + Penalty 2016.964699 = -3595862.658156 nChanged 899 SP:Iteration 12Q (12779.007816 sec): 3 clusters Score: Raw -3598559.672423 + Penalty 2016.964699 = -3596542.707724 nChanged 701 SP:Iteration 13Q (12779.059958 sec): 3 clusters Score: Raw -3599136.175163 + Penalty 2016.964699 = -3597119.210463 nChanged 565 SP:Iteration 14Q (12779.111484 sec): 3 clusters Score: Raw -3599636.813859 + Penalty 2016.964699 = -3597619.849160 nChanged 444 SP:Iteration 15Q (12779.162193 sec): 3 clusters Score: Raw -3600057.999239 + Penalty 2016.964699 = -3598041.034540 nChanged 374 SP:Iteration 16Q (12779.212123 sec): 3 clusters Score: Raw -3600418.835091 + Penalty 2016.964699 = -3598401.870392 nChanged 288 SP:Iteration 17Q (12779.262367 sec): 3 clusters Score: Raw -3600656.025727 + Penalty 2016.964699 = -3598639.061028 nChanged 223 SP:Iteration 18Q (12779.311983 sec): 3 clusters Score: Raw -3600797.359129 + Penalty 2016.964699 = -3598780.394430 nChanged 152 SP:Iteration 19Q (12779.361605 sec): 3 clusters Score: Raw -3600872.124099 + Penalty 2016.964699 = -3598855.159399 nChanged 124 SP:Iteration 20F (12779.419656 sec): 3 clusters Score: Raw -3600981.321672 + Penalty 2016.964699 = -3598964.356973 nChanged 138 SP:Iteration 21Q (12779.470899 sec): 3 clusters Score: Raw -3601054.447269 + Penalty 2016.964699 = -3599037.482569 nChanged 117 SP:Iteration 22Q (12779.520704 sec): 3 clusters Score: Raw -3601113.621945 + Penalty 2016.964699 = -3599096.657246 nChanged 123 SP:Iteration 23Q (12779.570166 sec): 3 clusters Score: Raw -3601175.386463 + Penalty 2016.964699 = -3599158.421764 nChanged 100 SP:Iteration 24Q (12779.619534 sec): 3 clusters Score: Raw -3601213.545624 + Penalty 2016.964699 = -3599196.580925 nChanged 91 SP:Iteration 25Q (12779.669204 sec): 3 clusters Score: Raw -3601244.391657 + Penalty 2016.964699 = -3599227.426958 nChanged 62 SP:Iteration 26Q (12779.719042 sec): 3 clusters Score: Raw -3601262.480622 + Penalty 2016.964699 = -3599245.515923 nChanged 65 SP:Iteration 27Q (12779.778802 sec): 3 clusters Score: Raw -3601275.493992 + Penalty 2016.964699 = -3599258.529293 nChanged 35 SP:Iteration 28Q (12779.826612 sec): 3 clusters Score: Raw -3601282.204570 + Penalty 2016.964699 = -3599265.239871 nChanged 26 SP:Iteration 29Q (12779.876081 sec): 3 clusters Score: Raw -3601285.636042 + Penalty 2016.964699 = -3599268.671342 nChanged 15 SP:Iteration 30Q (12779.925630 sec): 3 clusters Score: Raw -3601288.025802 + Penalty 2016.964699 = -3599271.061103 nChanged 14 SP:Iteration 31Q (12779.975570 sec): 3 clusters Score: Raw -3601289.867021 + Penalty 2016.964699 = -3599272.902322 nChanged 11 SP:Iteration 32Q (12780.028346 sec): 3 clusters Score: Raw -3601290.734472 + Penalty 2016.964699 = -3599273.769773 nChanged 8 SP:Iteration 33Q (12780.076547 sec): 3 clusters Score: Raw -3601291.234820 + Penalty 2016.964699 = -3599274.270120 nChanged 5 SP:Iteration 34Q (12780.129070 sec): 3 clusters Score: Raw -3601291.516782 + Penalty 2016.964699 = -3599274.552083 nChanged 6 SP:Iteration 35Q (12780.178986 sec): 3 clusters Score: Raw -3601291.883401 + Penalty 2016.964699 = -3599274.918702 nChanged 3 SP:Iteration 36Q (12780.228464 sec): 3 clusters Score: Raw -3601292.039101 + Penalty 2016.964699 = -3599275.074402 nChanged 1 SP:Iteration 37Q (12780.278158 sec): 3 clusters Score: Raw -3601292.073247 + Penalty 2016.964699 = -3599275.108547 nChanged 0 SP:Iteration 38F (12780.336364 sec): 3 clusters Score: Raw -3601298.292289 + Penalty 2016.964699 = -3599281.327590 nChanged 9 SP:Iteration 39Q (12780.388094 sec): 3 clusters Score: Raw -3601301.789493 + Penalty 2016.964699 = -3599284.824794 nChanged 16 SP:Iteration 40F (12780.446187 sec): 3 clusters Score: Raw -3601304.903004 + Penalty 2016.964699 = -3599287.938305 nChanged 18 SP:Iteration 41Q (12780.497341 sec): 3 clusters Score: Raw -3601306.855629 + Penalty 2016.964699 = -3599289.890930 nChanged 11 SP:Iteration 42Q (12780.546927 sec): 3 clusters Score: Raw -3601308.070442 + Penalty 2016.964699 = -3599291.105743 nChanged 17 SP:Iteration 43Q (12780.596512 sec): 3 clusters Score: Raw -3601310.429887 + Penalty 2016.964699 = -3599293.465188 nChanged 16 SP:Iteration 44Q (12780.646605 sec): 3 clusters Score: Raw -3601311.612324 + Penalty 2016.964699 = -3599294.647625 nChanged 4 SP:Iteration 45Q (12780.696514 sec): 3 clusters Score: Raw -3601311.865009 + Penalty 2016.964699 = -3599294.900310 nChanged 4 SP:Iteration 46Q (12780.746242 sec): 3 clusters Score: Raw -3601312.115199 + Penalty 2016.964699 = -3599295.150500 nChanged 5 SP:Iteration 47Q (12780.795943 sec): 3 clusters Score: Raw -3601312.440058 + Penalty 2016.964699 = -3599295.475359 nChanged 4 SP:Iteration 48Q (12780.845627 sec): 3 clusters Score: Raw -3601312.708853 + Penalty 2016.964699 = -3599295.744154 nChanged 1 SP:Iteration 49Q (12780.895292 sec): 3 clusters Score: Raw -3601312.776266 + Penalty 2016.964699 = -3599295.811567 nChanged 0 SP:Iteration 50F (12780.953487 sec): 3 clusters Score: Raw -3601312.776266 + Penalty 2016.964699 = -3599295.811567 nChanged 0 Score: Raw -89555085.420511 + Penalty 51115.904099 = -89503969.516412 Splitting cluster 3 changes total score from -89504135.660608 to -89503969.516412 So it's not getting split. Trying to split cluster 4 (10340 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12799.159179 sec): 2 clusters Score: Raw -965644.499361 + Penalty 878.158639 = -964766.340721 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12799.184503 sec): 3 clusters Score: Raw -959489.681276 + Penalty 1756.317278 = -957733.363998 nChanged 4713 SP:Iteration 1F (12799.209063 sec): 3 clusters Score: Raw -962009.979774 + Penalty 1756.317278 = -960253.662496 nChanged 628 SP:Iteration 2F (12799.233567 sec): 3 clusters Score: Raw -962299.795952 + Penalty 1756.317278 = -960543.478674 nChanged 668 SP:Iteration 3F (12799.257848 sec): 3 clusters Score: Raw -962669.057001 + Penalty 1756.317278 = -960912.739723 nChanged 680 SP:Iteration 4F (12799.282387 sec): 3 clusters Score: Raw -963066.162651 + Penalty 1756.317278 = -961309.845373 nChanged 672 SP:Iteration 5F (12799.306760 sec): 3 clusters Score: Raw -963487.923214 + Penalty 1756.317278 = -961731.605936 nChanged 606 SP:Iteration 6F (12799.331268 sec): 3 clusters Score: Raw -963894.902134 + Penalty 1756.317278 = -962138.584856 nChanged 556 SP:Iteration 7F (12799.355706 sec): 3 clusters Score: Raw -964245.284096 + Penalty 1756.317278 = -962488.966818 nChanged 452 SP:Iteration 8Q (12799.380025 sec): 3 clusters Score: Raw -964537.760116 + Penalty 1756.317278 = -962781.442838 nChanged 356 SP:Iteration 9Q (12799.404261 sec): 3 clusters Score: Raw -964776.348156 + Penalty 1756.317278 = -963020.030877 nChanged 309 SP:Iteration 10Q (12799.428494 sec): 3 clusters Score: Raw -964983.403887 + Penalty 1756.317278 = -963227.086609 nChanged 261 SP:Iteration 11Q (12799.452529 sec): 3 clusters Score: Raw -965153.575845 + Penalty 1756.317278 = -963397.258567 nChanged 175 SP:Iteration 12Q (12799.476480 sec): 3 clusters Score: Raw -965278.342699 + Penalty 1756.317278 = -963522.025421 nChanged 165 SP:Iteration 13Q (12799.500098 sec): 3 clusters Score: Raw -965396.248192 + Penalty 1756.317278 = -963639.930913 nChanged 144 SP:Iteration 14Q (12799.523518 sec): 3 clusters Score: Raw -965489.322423 + Penalty 1756.317278 = -963733.005145 nChanged 132 SP:Iteration 15Q (12799.546952 sec): 3 clusters Score: Raw -965545.208617 + Penalty 1756.317278 = -963788.891339 nChanged 102 SP:Iteration 16Q (12799.570616 sec): 3 clusters Score: Raw -965583.354082 + Penalty 1756.317278 = -963827.036804 nChanged 79 SP:Iteration 17Q (12799.594039 sec): 3 clusters Score: Raw -965608.556360 + Penalty 1756.317278 = -963852.239082 nChanged 67 SP:Iteration 18Q (12799.617301 sec): 3 clusters Score: Raw -965624.238906 + Penalty 1756.317278 = -963867.921628 nChanged 48 SP:Iteration 19Q (12799.640449 sec): 3 clusters Score: Raw -965634.931261 + Penalty 1756.317278 = -963878.613982 nChanged 34 SP:Iteration 20F (12799.664994 sec): 3 clusters Score: Raw -965641.669692 + Penalty 1756.317278 = -963885.352414 nChanged 24 SP:Iteration 21Q (12799.688269 sec): 3 clusters Score: Raw -965646.717734 + Penalty 1756.317278 = -963890.400456 nChanged 22 SP:Iteration 22Q (12799.711584 sec): 3 clusters Score: Raw -965650.238271 + Penalty 1756.317278 = -963893.920993 nChanged 15 SP:Iteration 23Q (12799.734859 sec): 3 clusters Score: Raw -965652.220914 + Penalty 1756.317278 = -963895.903636 nChanged 15 SP:Iteration 24Q (12799.757975 sec): 3 clusters Score: Raw -965653.984819 + Penalty 1756.317278 = -963897.667541 nChanged 11 SP:Iteration 25Q (12799.780992 sec): 3 clusters Score: Raw -965655.038622 + Penalty 1756.317278 = -963898.721344 nChanged 6 SP:Iteration 26Q (12799.804223 sec): 3 clusters Score: Raw -965655.638579 + Penalty 1756.317278 = -963899.321301 nChanged 5 SP:Iteration 27Q (12799.827373 sec): 3 clusters Score: Raw -965656.169841 + Penalty 1756.317278 = -963899.852563 nChanged 6 SP:Iteration 28Q (12799.850557 sec): 3 clusters Score: Raw -965656.579635 + Penalty 1756.317278 = -963900.262356 nChanged 3 SP:Iteration 29Q (12799.873544 sec): 3 clusters Score: Raw -965656.747378 + Penalty 1756.317278 = -963900.430100 nChanged 0 SP:Iteration 30F (12799.897964 sec): 3 clusters Score: Raw -965656.747378 + Penalty 1756.317278 = -963900.430100 nChanged 0 Trying to split cluster 5 (39748 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12799.949244 sec): 2 clusters Score: Raw -3470705.287862 + Penalty 1006.079906 = -3469699.207955 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12800.012972 sec): 3 clusters Score: Raw -3445206.219296 + Penalty 2012.159813 = -3443194.059483 nChanged 18928 SP:Iteration 1F (12800.070676 sec): 3 clusters Score: Raw -3456672.620955 + Penalty 2012.159813 = -3454660.461142 nChanged 2196 SP:Iteration 2F (12800.128648 sec): 3 clusters Score: Raw -3457604.818837 + Penalty 2012.159813 = -3455592.659024 nChanged 2498 SP:Iteration 3F (12800.186488 sec): 3 clusters Score: Raw -3458991.388797 + Penalty 2012.159813 = -3456979.228984 nChanged 2971 SP:Iteration 4F (12800.244185 sec): 3 clusters Score: Raw -3461045.357437 + Penalty 2012.159813 = -3459033.197624 nChanged 3145 SP:Iteration 5F (12800.302142 sec): 3 clusters Score: Raw -3463638.839538 + Penalty 2012.159813 = -3461626.679725 nChanged 3007 SP:Iteration 6F (12800.359676 sec): 3 clusters Score: Raw -3466371.193108 + Penalty 2012.159813 = -3464359.033295 nChanged 2355 SP:Iteration 7F (12800.417609 sec): 3 clusters Score: Raw -3468552.565616 + Penalty 2012.159813 = -3466540.405803 nChanged 1491 SP:Iteration 8Q (12800.475693 sec): 3 clusters Score: Raw -3469909.152593 + Penalty 2012.159813 = -3467896.992780 nChanged 817 SP:Iteration 9Q (12800.530561 sec): 3 clusters Score: Raw -3470615.467212 + Penalty 2012.159813 = -3468603.307400 nChanged 399 SP:Iteration 10Q (12800.581967 sec): 3 clusters Score: Raw -3470935.937376 + Penalty 2012.159813 = -3468923.777563 nChanged 218 SP:Iteration 11Q (12800.631132 sec): 3 clusters Score: Raw -3471099.574430 + Penalty 2012.159813 = -3469087.414617 nChanged 121 SP:Iteration 12Q (12800.679411 sec): 3 clusters Score: Raw -3471164.841162 + Penalty 2012.159813 = -3469152.681349 nChanged 81 SP:Iteration 13Q (12800.727566 sec): 3 clusters Score: Raw -3471204.488693 + Penalty 2012.159813 = -3469192.328881 nChanged 43 SP:Iteration 14Q (12800.775801 sec): 3 clusters Score: Raw -3471220.603461 + Penalty 2012.159813 = -3469208.443648 nChanged 25 SP:Iteration 15Q (12800.823328 sec): 3 clusters Score: Raw -3471230.332518 + Penalty 2012.159813 = -3469218.172705 nChanged 23 SP:Iteration 16Q (12800.870825 sec): 3 clusters Score: Raw -3471239.279417 + Penalty 2012.159813 = -3469227.119604 nChanged 22 SP:Iteration 17Q (12800.918371 sec): 3 clusters Score: Raw -3471247.285891 + Penalty 2012.159813 = -3469235.126078 nChanged 23 SP:Iteration 18Q (12800.965971 sec): 3 clusters Score: Raw -3471254.957190 + Penalty 2012.159813 = -3469242.797377 nChanged 26 SP:Iteration 19Q (12801.013298 sec): 3 clusters Score: Raw -3471262.505060 + Penalty 2012.159813 = -3469250.345247 nChanged 14 SP:Iteration 20F (12801.070558 sec): 3 clusters Score: Raw -3471266.325695 + Penalty 2012.159813 = -3469254.165882 nChanged 8 SP:Iteration 21Q (12801.117604 sec): 3 clusters Score: Raw -3471269.185421 + Penalty 2012.159813 = -3469257.025608 nChanged 8 SP:Iteration 22Q (12801.164815 sec): 3 clusters Score: Raw -3471272.405229 + Penalty 2012.159813 = -3469260.245416 nChanged 7 SP:Iteration 23Q (12801.212085 sec): 3 clusters Score: Raw -3471273.930214 + Penalty 2012.159813 = -3469261.770401 nChanged 5 SP:Iteration 24Q (12801.259524 sec): 3 clusters Score: Raw -3471275.487174 + Penalty 2012.159813 = -3469263.327361 nChanged 4 SP:Iteration 25Q (12801.306801 sec): 3 clusters Score: Raw -3471276.292319 + Penalty 2012.159813 = -3469264.132506 nChanged 2 SP:Iteration 26Q (12801.354201 sec): 3 clusters Score: Raw -3471276.567363 + Penalty 2012.159813 = -3469264.407550 nChanged 3 SP:Iteration 27Q (12801.401469 sec): 3 clusters Score: Raw -3471277.605696 + Penalty 2012.159813 = -3469265.445883 nChanged 5 SP:Iteration 28Q (12801.448889 sec): 3 clusters Score: Raw -3471278.685469 + Penalty 2012.159813 = -3469266.525656 nChanged 3 SP:Iteration 29Q (12801.496877 sec): 3 clusters Score: Raw -3471278.889575 + Penalty 2012.159813 = -3469266.729762 nChanged 0 SP:Iteration 30F (12801.554788 sec): 3 clusters Score: Raw -3471278.889575 + Penalty 2012.159813 = -3469266.729762 nChanged 0 Trying to split cluster 6 (27374 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12801.586154 sec): 2 clusters Score: Raw -2586570.451013 + Penalty 970.648149 = -2585599.802864 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12801.633441 sec): 3 clusters Score: Raw -2569165.425414 + Penalty 1941.296298 = -2567224.129116 nChanged 12892 SP:Iteration 1F (12801.677079 sec): 3 clusters Score: Raw -2576694.877181 + Penalty 1941.296298 = -2574753.580883 nChanged 1494 SP:Iteration 2F (12801.721020 sec): 3 clusters Score: Raw -2577403.392835 + Penalty 1941.296298 = -2575462.096537 nChanged 1685 SP:Iteration 3F (12801.764945 sec): 3 clusters Score: Raw -2578333.020480 + Penalty 1941.296298 = -2576391.724182 nChanged 1775 SP:Iteration 4F (12801.809669 sec): 3 clusters Score: Raw -2579512.482751 + Penalty 1941.296298 = -2577571.186453 nChanged 1795 SP:Iteration 5F (12801.853416 sec): 3 clusters Score: Raw -2580959.750792 + Penalty 1941.296298 = -2579018.454494 nChanged 1813 SP:Iteration 6F (12801.897295 sec): 3 clusters Score: Raw -2582383.491213 + Penalty 1941.296298 = -2580442.194915 nChanged 1497 SP:Iteration 7F (12801.941419 sec): 3 clusters Score: Raw -2583393.262313 + Penalty 1941.296298 = -2581451.966015 nChanged 1153 SP:Iteration 8Q (12801.984913 sec): 3 clusters Score: Raw -2584009.471934 + Penalty 1941.296298 = -2582068.175636 nChanged 823 SP:Iteration 9Q (12802.027033 sec): 3 clusters Score: Raw -2584344.099775 + Penalty 1941.296298 = -2582402.803477 nChanged 598 SP:Iteration 10Q (12802.068645 sec): 3 clusters Score: Raw -2584535.019375 + Penalty 1941.296298 = -2582593.723077 nChanged 422 SP:Iteration 11Q (12802.110038 sec): 3 clusters Score: Raw -2584651.703727 + Penalty 1941.296298 = -2582710.407429 nChanged 341 SP:Iteration 12Q (12802.151620 sec): 3 clusters Score: Raw -2584750.163226 + Penalty 1941.296298 = -2582808.866928 nChanged 316 SP:Iteration 13Q (12802.193817 sec): 3 clusters Score: Raw -2584843.827041 + Penalty 1941.296298 = -2582902.530743 nChanged 346 SP:Iteration 14Q (12802.238319 sec): 3 clusters Score: Raw -2584949.761522 + Penalty 1941.296298 = -2583008.465224 nChanged 351 SP:Iteration 15Q (12802.281120 sec): 3 clusters Score: Raw -2585064.157790 + Penalty 1941.296298 = -2583122.861492 nChanged 345 SP:Iteration 16Q (12802.346305 sec): 3 clusters Score: Raw -2585168.713648 + Penalty 1941.296298 = -2583227.417350 nChanged 327 SP:Iteration 17Q (12802.414525 sec): 3 clusters Score: Raw -2585263.641543 + Penalty 1941.296298 = -2583322.345245 nChanged 327 SP:Iteration 18Q (12802.476338 sec): 3 clusters Score: Raw -2585366.649801 + Penalty 1941.296298 = -2583425.353503 nChanged 350 SP:Iteration 19Q (12802.513991 sec): 3 clusters Score: Raw -2585481.458954 + Penalty 1941.296298 = -2583540.162656 nChanged 358 SP:Iteration 20F (12802.557822 sec): 3 clusters Score: Raw -2585617.946640 + Penalty 1941.296298 = -2583676.650342 nChanged 380 SP:Iteration 21Q (12802.597911 sec): 3 clusters Score: Raw -2585765.552626 + Penalty 1941.296298 = -2583824.256328 nChanged 329 SP:Iteration 22Q (12802.637238 sec): 3 clusters Score: Raw -2585893.320447 + Penalty 1941.296298 = -2583952.024149 nChanged 309 SP:Iteration 23Q (12802.676308 sec): 3 clusters Score: Raw -2586015.344524 + Penalty 1941.296298 = -2584074.048226 nChanged 281 SP:Iteration 24Q (12802.738227 sec): 3 clusters Score: Raw -2586125.403769 + Penalty 1941.296298 = -2584184.107471 nChanged 244 SP:Iteration 25Q (12802.776622 sec): 3 clusters Score: Raw -2586219.856583 + Penalty 1941.296298 = -2584278.560285 nChanged 232 SP:Iteration 26Q (12802.814763 sec): 3 clusters Score: Raw -2586314.376984 + Penalty 1941.296298 = -2584373.080686 nChanged 191 SP:Iteration 27Q (12802.853242 sec): 3 clusters Score: Raw -2586387.340446 + Penalty 1941.296298 = -2584446.044148 nChanged 175 SP:Iteration 28Q (12802.891080 sec): 3 clusters Score: Raw -2586449.491320 + Penalty 1941.296298 = -2584508.195022 nChanged 140 SP:Iteration 29Q (12802.928952 sec): 3 clusters Score: Raw -2586498.235277 + Penalty 1941.296298 = -2584556.938979 nChanged 124 SP:Iteration 30Q (12802.966594 sec): 3 clusters Score: Raw -2586543.148220 + Penalty 1941.296298 = -2584601.851922 nChanged 104 SP:Iteration 31Q (12803.004001 sec): 3 clusters Score: Raw -2586585.339242 + Penalty 1941.296298 = -2584644.042944 nChanged 109 SP:Iteration 32Q (12803.041473 sec): 3 clusters Score: Raw -2586630.664159 + Penalty 1941.296298 = -2584689.367861 nChanged 87 SP:Iteration 33Q (12803.078813 sec): 3 clusters Score: Raw -2586667.417028 + Penalty 1941.296298 = -2584726.120730 nChanged 83 SP:Iteration 34Q (12803.116208 sec): 3 clusters Score: Raw -2586695.472510 + Penalty 1941.296298 = -2584754.176212 nChanged 65 SP:Iteration 35Q (12803.153238 sec): 3 clusters Score: Raw -2586720.791662 + Penalty 1941.296298 = -2584779.495364 nChanged 59 SP:Iteration 36Q (12803.190133 sec): 3 clusters Score: Raw -2586741.008842 + Penalty 1941.296298 = -2584799.712544 nChanged 43 SP:Iteration 37Q (12803.227176 sec): 3 clusters Score: Raw -2586752.896410 + Penalty 1941.296298 = -2584811.600112 nChanged 29 SP:Iteration 38Q (12803.264065 sec): 3 clusters Score: Raw -2586760.105136 + Penalty 1941.296298 = -2584818.808838 nChanged 27 SP:Iteration 39Q (12803.300838 sec): 3 clusters Score: Raw -2586766.012678 + Penalty 1941.296298 = -2584824.716380 nChanged 19 SP:Iteration 40F (12803.344248 sec): 3 clusters Score: Raw -2586770.356954 + Penalty 1941.296298 = -2584829.060656 nChanged 10 SP:Iteration 41Q (12803.381693 sec): 3 clusters Score: Raw -2586771.841130 + Penalty 1941.296298 = -2584830.544833 nChanged 2 SP:Iteration 42Q (12803.418518 sec): 3 clusters Score: Raw -2586772.413084 + Penalty 1941.296298 = -2584831.116786 nChanged 5 SP:Iteration 43Q (12803.455391 sec): 3 clusters Score: Raw -2586773.701328 + Penalty 1941.296298 = -2584832.405030 nChanged 4 SP:Iteration 44Q (12803.492211 sec): 3 clusters Score: Raw -2586774.363454 + Penalty 1941.296298 = -2584833.067156 nChanged 2 SP:Iteration 45Q (12803.528939 sec): 3 clusters Score: Raw -2586774.562128 + Penalty 1941.296298 = -2584833.265830 nChanged 4 SP:Iteration 46Q (12803.565476 sec): 3 clusters Score: Raw -2586775.700019 + Penalty 1941.296298 = -2584834.403721 nChanged 3 SP:Iteration 47Q (12803.602328 sec): 3 clusters Score: Raw -2586776.743510 + Penalty 1941.296298 = -2584835.447212 nChanged 5 SP:Iteration 48Q (12803.639380 sec): 3 clusters Score: Raw -2586778.367862 + Penalty 1941.296298 = -2584837.071564 nChanged 8 SP:Iteration 49Q (12803.676149 sec): 3 clusters Score: Raw -2586779.925469 + Penalty 1941.296298 = -2584838.629171 nChanged 4 SP:Iteration 50Q (12803.712783 sec): 3 clusters Score: Raw -2586781.639073 + Penalty 1941.296298 = -2584840.342775 nChanged 10 SP:Iteration 51Q (12803.749432 sec): 3 clusters Score: Raw -2586784.504612 + Penalty 1941.296298 = -2584843.208314 nChanged 9 SP:Iteration 52Q (12803.786167 sec): 3 clusters Score: Raw -2586787.121770 + Penalty 1941.296298 = -2584845.825472 nChanged 11 SP:Iteration 53Q (12803.822883 sec): 3 clusters Score: Raw -2586790.822818 + Penalty 1941.296298 = -2584849.526520 nChanged 11 SP:Iteration 54Q (12803.859577 sec): 3 clusters Score: Raw -2586793.668773 + Penalty 1941.296298 = -2584852.372476 nChanged 9 SP:Iteration 55Q (12803.896319 sec): 3 clusters Score: Raw -2586796.841304 + Penalty 1941.296298 = -2584855.545006 nChanged 8 SP:Iteration 56Q (12803.933232 sec): 3 clusters Score: Raw -2586798.681480 + Penalty 1941.296298 = -2584857.385182 nChanged 8 SP:Iteration 57Q (12803.969965 sec): 3 clusters Score: Raw -2586800.251369 + Penalty 1941.296298 = -2584858.955071 nChanged 4 SP:Iteration 58Q (12804.006853 sec): 3 clusters Score: Raw -2586801.806775 + Penalty 1941.296298 = -2584860.510477 nChanged 7 SP:Iteration 59Q (12804.043538 sec): 3 clusters Score: Raw -2586803.591090 + Penalty 1941.296298 = -2584862.294792 nChanged 6 SP:Iteration 60F (12804.086630 sec): 3 clusters Score: Raw -2586805.044146 + Penalty 1941.296298 = -2584863.747848 nChanged 7 SP:Iteration 61Q (12804.123704 sec): 3 clusters Score: Raw -2586806.996649 + Penalty 1941.296298 = -2584865.700351 nChanged 9 SP:Iteration 62Q (12804.160424 sec): 3 clusters Score: Raw -2586810.140398 + Penalty 1941.296298 = -2584868.844100 nChanged 7 SP:Iteration 63Q (12804.197069 sec): 3 clusters Score: Raw -2586812.197952 + Penalty 1941.296298 = -2584870.901654 nChanged 5 SP:Iteration 64Q (12804.233631 sec): 3 clusters Score: Raw -2586813.791562 + Penalty 1941.296298 = -2584872.495264 nChanged 7 SP:Iteration 65Q (12804.270358 sec): 3 clusters Score: Raw -2586815.201690 + Penalty 1941.296298 = -2584873.905392 nChanged 7 SP:Iteration 66Q (12804.307044 sec): 3 clusters Score: Raw -2586817.724481 + Penalty 1941.296298 = -2584876.428183 nChanged 3 SP:Iteration 67Q (12804.343547 sec): 3 clusters Score: Raw -2586818.549958 + Penalty 1941.296298 = -2584877.253660 nChanged 4 SP:Iteration 68Q (12804.380316 sec): 3 clusters Score: Raw -2586819.520564 + Penalty 1941.296298 = -2584878.224266 nChanged 2 SP:Iteration 69Q (12804.417118 sec): 3 clusters Score: Raw -2586819.723563 + Penalty 1941.296298 = -2584878.427265 nChanged 2 SP:Iteration 70Q (12804.453844 sec): 3 clusters Score: Raw -2586819.896469 + Penalty 1941.296298 = -2584878.600171 nChanged 1 SP:Iteration 71Q (12804.490583 sec): 3 clusters Score: Raw -2586820.023116 + Penalty 1941.296298 = -2584878.726818 nChanged 2 SP:Iteration 72Q (12804.527208 sec): 3 clusters Score: Raw -2586820.304607 + Penalty 1941.296298 = -2584879.008309 nChanged 2 SP:Iteration 73Q (12804.564006 sec): 3 clusters Score: Raw -2586820.550261 + Penalty 1941.296298 = -2584879.253963 nChanged 0 SP:Iteration 74F (12804.607328 sec): 3 clusters Score: Raw -2586820.550261 + Penalty 1941.296298 = -2584879.253963 nChanged 0 Trying to split cluster 7 (82853 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12804.696849 sec): 2 clusters Score: Raw -7823480.143874 + Penalty 1075.858207 = -7822404.285667 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12804.807834 sec): 3 clusters Score: Raw -7768933.446132 + Penalty 2151.716414 = -7766781.729718 nChanged 39886 SP:Iteration 1F (12804.925618 sec): 3 clusters Score: Raw -7792536.223111 + Penalty 2151.716414 = -7790384.506697 nChanged 3296 SP:Iteration 2Q (12805.041477 sec): 3 clusters Score: Raw -7793489.927132 + Penalty 2151.716414 = -7791338.210718 nChanged 3480 SP:Iteration 3Q (12805.156873 sec): 3 clusters Score: Raw -7794776.496479 + Penalty 2151.716414 = -7792624.780065 nChanged 4015 SP:Iteration 4Q (12805.272488 sec): 3 clusters Score: Raw -7796679.737993 + Penalty 2151.716414 = -7794528.021579 nChanged 4590 SP:Iteration 5F (12805.381819 sec): 3 clusters Score: Raw -7799448.005719 + Penalty 2151.716414 = -7797296.289304 nChanged 5122 SP:Iteration 6F (12805.491347 sec): 3 clusters Score: Raw -7803220.781501 + Penalty 2151.716414 = -7801069.065087 nChanged 5182 SP:Iteration 7F (12805.600547 sec): 3 clusters Score: Raw -7807552.877866 + Penalty 2151.716414 = -7805401.161451 nChanged 4736 SP:Iteration 8F (12805.709439 sec): 3 clusters Score: Raw -7811178.095247 + Penalty 2151.716414 = -7809026.378833 nChanged 3606 SP:Iteration 9Q (12805.821056 sec): 3 clusters Score: Raw -7813198.463287 + Penalty 2151.716414 = -7811046.746873 nChanged 2461 SP:Iteration 10Q (12805.930226 sec): 3 clusters Score: Raw -7814182.192981 + Penalty 2151.716414 = -7812030.476567 nChanged 1685 SP:Iteration 11Q (12806.037804 sec): 3 clusters Score: Raw -7814789.888295 + Penalty 2151.716414 = -7812638.171881 nChanged 1500 SP:Iteration 12Q (12806.144511 sec): 3 clusters Score: Raw -7815345.883710 + Penalty 2151.716414 = -7813194.167296 nChanged 1466 SP:Iteration 13Q (12806.250201 sec): 3 clusters Score: Raw -7815894.854095 + Penalty 2151.716414 = -7813743.137681 nChanged 1388 SP:Iteration 14Q (12806.355156 sec): 3 clusters Score: Raw -7816438.744966 + Penalty 2151.716414 = -7814287.028552 nChanged 1422 SP:Iteration 15Q (12806.459300 sec): 3 clusters Score: Raw -7817021.836069 + Penalty 2151.716414 = -7814870.119655 nChanged 1420 SP:Iteration 16Q (12806.562699 sec): 3 clusters Score: Raw -7817645.894450 + Penalty 2151.716414 = -7815494.178036 nChanged 1447 SP:Iteration 17Q (12806.665341 sec): 3 clusters Score: Raw -7818316.887310 + Penalty 2151.716414 = -7816165.170896 nChanged 1387 SP:Iteration 18Q (12806.767130 sec): 3 clusters Score: Raw -7818973.152895 + Penalty 2151.716414 = -7816821.436481 nChanged 1350 SP:Iteration 19Q (12806.868247 sec): 3 clusters Score: Raw -7819642.427477 + Penalty 2151.716414 = -7817490.711063 nChanged 1284 SP:Iteration 20F (12806.977351 sec): 3 clusters Score: Raw -7820315.031012 + Penalty 2151.716414 = -7818163.314598 nChanged 1193 SP:Iteration 21Q (12807.076667 sec): 3 clusters Score: Raw -7820929.682439 + Penalty 2151.716414 = -7818777.966024 nChanged 1110 SP:Iteration 22Q (12807.174951 sec): 3 clusters Score: Raw -7821521.176267 + Penalty 2151.716414 = -7819369.459853 nChanged 990 SP:Iteration 23Q (12807.272247 sec): 3 clusters Score: Raw -7822053.502579 + Penalty 2151.716414 = -7819901.786164 nChanged 803 SP:Iteration 24Q (12807.368831 sec): 3 clusters Score: Raw -7822453.407570 + Penalty 2151.716414 = -7820301.691156 nChanged 648 SP:Iteration 25Q (12807.464668 sec): 3 clusters Score: Raw -7822779.567949 + Penalty 2151.716414 = -7820627.851535 nChanged 546 SP:Iteration 26Q (12807.559441 sec): 3 clusters Score: Raw -7823032.285819 + Penalty 2151.716414 = -7820880.569405 nChanged 441 SP:Iteration 27Q (12807.653544 sec): 3 clusters Score: Raw -7823236.119864 + Penalty 2151.716414 = -7821084.403450 nChanged 353 SP:Iteration 28Q (12807.746018 sec): 3 clusters Score: Raw -7823393.940560 + Penalty 2151.716414 = -7821242.224145 nChanged 324 SP:Iteration 29Q (12807.837994 sec): 3 clusters Score: Raw -7823535.410821 + Penalty 2151.716414 = -7821383.694407 nChanged 227 SP:Iteration 30Q (12807.929389 sec): 3 clusters Score: Raw -7823610.414059 + Penalty 2151.716414 = -7821458.697645 nChanged 160 SP:Iteration 31Q (12808.020592 sec): 3 clusters Score: Raw -7823666.385339 + Penalty 2151.716414 = -7821514.668925 nChanged 155 SP:Iteration 32Q (12808.111449 sec): 3 clusters Score: Raw -7823714.396086 + Penalty 2151.716414 = -7821562.679672 nChanged 122 SP:Iteration 33Q (12808.202207 sec): 3 clusters Score: Raw -7823754.999851 + Penalty 2151.716414 = -7821603.283437 nChanged 96 SP:Iteration 34Q (12808.292847 sec): 3 clusters Score: Raw -7823783.873874 + Penalty 2151.716414 = -7821632.157459 nChanged 80 SP:Iteration 35Q (12808.383178 sec): 3 clusters Score: Raw -7823810.250764 + Penalty 2151.716414 = -7821658.534350 nChanged 61 SP:Iteration 36Q (12808.473387 sec): 3 clusters Score: Raw -7823828.894458 + Penalty 2151.716414 = -7821677.178044 nChanged 50 SP:Iteration 37Q (12808.581198 sec): 3 clusters Score: Raw -7823844.553662 + Penalty 2151.716414 = -7821692.837247 nChanged 58 SP:Iteration 38Q (12808.671700 sec): 3 clusters Score: Raw -7823860.591073 + Penalty 2151.716414 = -7821708.874659 nChanged 40 SP:Iteration 39Q (12808.762097 sec): 3 clusters Score: Raw -7823871.420318 + Penalty 2151.716414 = -7821719.703903 nChanged 41 SP:Iteration 40F (12808.870118 sec): 3 clusters Score: Raw -7823881.027409 + Penalty 2151.716414 = -7821729.310995 nChanged 28 SP:Iteration 41Q (12808.959785 sec): 3 clusters Score: Raw -7823889.387255 + Penalty 2151.716414 = -7821737.670841 nChanged 23 SP:Iteration 42Q (12809.049632 sec): 3 clusters Score: Raw -7823893.873668 + Penalty 2151.716414 = -7821742.157254 nChanged 19 SP:Iteration 43Q (12809.139268 sec): 3 clusters Score: Raw -7823897.949781 + Penalty 2151.716414 = -7821746.233367 nChanged 17 SP:Iteration 44Q (12809.229051 sec): 3 clusters Score: Raw -7823900.982857 + Penalty 2151.716414 = -7821749.266443 nChanged 16 SP:Iteration 45Q (12809.318746 sec): 3 clusters Score: Raw -7823905.149043 + Penalty 2151.716414 = -7821753.432629 nChanged 14 SP:Iteration 46Q (12809.408545 sec): 3 clusters Score: Raw -7823907.880220 + Penalty 2151.716414 = -7821756.163806 nChanged 12 SP:Iteration 47Q (12809.498065 sec): 3 clusters Score: Raw -7823911.179787 + Penalty 2151.716414 = -7821759.463373 nChanged 13 SP:Iteration 48Q (12809.587537 sec): 3 clusters Score: Raw -7823913.708857 + Penalty 2151.716414 = -7821761.992443 nChanged 9 SP:Iteration 49Q (12809.677007 sec): 3 clusters Score: Raw -7823915.402328 + Penalty 2151.716414 = -7821763.685914 nChanged 11 SP:Iteration 50Q (12809.766368 sec): 3 clusters Score: Raw -7823916.994566 + Penalty 2151.716414 = -7821765.278151 nChanged 7 SP:Iteration 51Q (12809.855860 sec): 3 clusters Score: Raw -7823917.851367 + Penalty 2151.716414 = -7821766.134953 nChanged 1 SP:Iteration 52Q (12809.945333 sec): 3 clusters Score: Raw -7823917.961088 + Penalty 2151.716414 = -7821766.244674 nChanged 2 SP:Iteration 53Q (12810.034855 sec): 3 clusters Score: Raw -7823918.124038 + Penalty 2151.716414 = -7821766.407624 nChanged 2 SP:Iteration 54Q (12810.124382 sec): 3 clusters Score: Raw -7823918.533521 + Penalty 2151.716414 = -7821766.817107 nChanged 2 SP:Iteration 55Q (12810.213776 sec): 3 clusters Score: Raw -7823918.735346 + Penalty 2151.716414 = -7821767.018931 nChanged 1 SP:Iteration 56Q (12810.303200 sec): 3 clusters Score: Raw -7823918.910176 + Penalty 2151.716414 = -7821767.193761 nChanged 1 SP:Iteration 57Q (12810.392559 sec): 3 clusters Score: Raw -7823919.003792 + Penalty 2151.716414 = -7821767.287378 nChanged 0 SP:Iteration 58F (12810.499968 sec): 3 clusters Score: Raw -7823919.003792 + Penalty 2151.716414 = -7821767.287378 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12810.514903 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12810.540395 sec): 3 clusters Score: Raw -997478.667879 + Penalty 1758.890681 = -995719.777198 nChanged 4744 SP:Iteration 1F (12810.564958 sec): 3 clusters Score: Raw -1000213.901728 + Penalty 1758.890681 = -998455.011047 nChanged 699 SP:Iteration 2F (12810.589340 sec): 3 clusters Score: Raw -1000626.849738 + Penalty 1758.890681 = -998867.959057 nChanged 702 SP:Iteration 3F (12810.613746 sec): 3 clusters Score: Raw -1001064.834213 + Penalty 1758.890681 = -999305.943532 nChanged 705 SP:Iteration 4F (12810.638778 sec): 3 clusters Score: Raw -1001537.824645 + Penalty 1758.890681 = -999778.933964 nChanged 663 SP:Iteration 5F (12810.663253 sec): 3 clusters Score: Raw -1002013.076005 + Penalty 1758.890681 = -1000254.185325 nChanged 622 SP:Iteration 6F (12810.687984 sec): 3 clusters Score: Raw -1002451.523253 + Penalty 1758.890681 = -1000692.632573 nChanged 545 SP:Iteration 7F (12810.712675 sec): 3 clusters Score: Raw -1002808.663633 + Penalty 1758.890681 = -1001049.772952 nChanged 421 SP:Iteration 8Q (12810.737094 sec): 3 clusters Score: Raw -1003044.708428 + Penalty 1758.890681 = -1001285.817747 nChanged 297 SP:Iteration 9Q (12810.761531 sec): 3 clusters Score: Raw -1003185.912376 + Penalty 1758.890681 = -1001427.021695 nChanged 217 SP:Iteration 10Q (12810.785623 sec): 3 clusters Score: Raw -1003270.514449 + Penalty 1758.890681 = -1001511.623768 nChanged 167 SP:Iteration 11Q (12810.809646 sec): 3 clusters Score: Raw -1003329.209716 + Penalty 1758.890681 = -1001570.319035 nChanged 126 SP:Iteration 12Q (12810.833803 sec): 3 clusters Score: Raw -1003366.129516 + Penalty 1758.890681 = -1001607.238835 nChanged 109 SP:Iteration 13Q (12810.857771 sec): 3 clusters Score: Raw -1003394.641751 + Penalty 1758.890681 = -1001635.751070 nChanged 97 SP:Iteration 14Q (12810.881657 sec): 3 clusters Score: Raw -1003417.980211 + Penalty 1758.890681 = -1001659.089530 nChanged 93 SP:Iteration 15Q (12810.905478 sec): 3 clusters Score: Raw -1003440.555537 + Penalty 1758.890681 = -1001681.664856 nChanged 75 SP:Iteration 16Q (12810.929471 sec): 3 clusters Score: Raw -1003456.974002 + Penalty 1758.890681 = -1001698.083321 nChanged 62 SP:Iteration 17Q (12810.953289 sec): 3 clusters Score: Raw -1003467.220415 + Penalty 1758.890681 = -1001708.329734 nChanged 57 SP:Iteration 18Q (12810.977056 sec): 3 clusters Score: Raw -1003478.446409 + Penalty 1758.890681 = -1001719.555728 nChanged 51 SP:Iteration 19Q (12811.000906 sec): 3 clusters Score: Raw -1003487.377581 + Penalty 1758.890681 = -1001728.486901 nChanged 50 SP:Iteration 20F (12811.025304 sec): 3 clusters Score: Raw -1003496.224118 + Penalty 1758.890681 = -1001737.333437 nChanged 50 SP:Iteration 21Q (12811.049038 sec): 3 clusters Score: Raw -1003506.451590 + Penalty 1758.890681 = -1001747.560909 nChanged 46 SP:Iteration 22Q (12811.072824 sec): 3 clusters Score: Raw -1003515.915327 + Penalty 1758.890681 = -1001757.024646 nChanged 50 SP:Iteration 23Q (12811.096363 sec): 3 clusters Score: Raw -1003526.350496 + Penalty 1758.890681 = -1001767.459815 nChanged 57 SP:Iteration 24Q (12811.119999 sec): 3 clusters Score: Raw -1003538.289151 + Penalty 1758.890681 = -1001779.398470 nChanged 56 SP:Iteration 25Q (12811.143748 sec): 3 clusters Score: Raw -1003555.572265 + Penalty 1758.890681 = -1001796.681584 nChanged 77 SP:Iteration 26Q (12811.167298 sec): 3 clusters Score: Raw -1003578.083343 + Penalty 1758.890681 = -1001819.192662 nChanged 79 SP:Iteration 27Q (12811.190984 sec): 3 clusters Score: Raw -1003601.314707 + Penalty 1758.890681 = -1001842.424027 nChanged 76 SP:Iteration 28Q (12811.214352 sec): 3 clusters Score: Raw -1003618.475007 + Penalty 1758.890681 = -1001859.584326 nChanged 52 SP:Iteration 29Q (12811.238046 sec): 3 clusters Score: Raw -1003631.297552 + Penalty 1758.890681 = -1001872.406871 nChanged 48 SP:Iteration 30Q (12811.261607 sec): 3 clusters Score: Raw -1003641.391402 + Penalty 1758.890681 = -1001882.500721 nChanged 56 SP:Iteration 31Q (12811.284891 sec): 3 clusters Score: Raw -1003652.366467 + Penalty 1758.890681 = -1001893.475786 nChanged 53 SP:Iteration 32Q (12811.308453 sec): 3 clusters Score: Raw -1003663.219476 + Penalty 1758.890681 = -1001904.328795 nChanged 48 SP:Iteration 33Q (12811.332007 sec): 3 clusters Score: Raw -1003673.296385 + Penalty 1758.890681 = -1001914.405704 nChanged 44 SP:Iteration 34Q (12811.355383 sec): 3 clusters Score: Raw -1003680.705608 + Penalty 1758.890681 = -1001921.814927 nChanged 46 SP:Iteration 35Q (12811.378911 sec): 3 clusters Score: Raw -1003690.967748 + Penalty 1758.890681 = -1001932.077067 nChanged 44 SP:Iteration 36Q (12811.402235 sec): 3 clusters Score: Raw -1003701.393346 + Penalty 1758.890681 = -1001942.502665 nChanged 47 SP:Iteration 37Q (12811.425704 sec): 3 clusters Score: Raw -1003712.894529 + Penalty 1758.890681 = -1001954.003848 nChanged 39 SP:Iteration 38Q (12811.448990 sec): 3 clusters Score: Raw -1003721.139696 + Penalty 1758.890681 = -1001962.249015 nChanged 32 SP:Iteration 39Q (12811.472130 sec): 3 clusters Score: Raw -1003727.201130 + Penalty 1758.890681 = -1001968.310449 nChanged 38 SP:Iteration 40F (12811.496650 sec): 3 clusters Score: Raw -1003734.349391 + Penalty 1758.890681 = -1001975.458710 nChanged 33 SP:Iteration 41Q (12811.520121 sec): 3 clusters Score: Raw -1003739.734306 + Penalty 1758.890681 = -1001980.843625 nChanged 33 SP:Iteration 42Q (12811.543419 sec): 3 clusters Score: Raw -1003745.638259 + Penalty 1758.890681 = -1001986.747578 nChanged 41 SP:Iteration 43Q (12811.566643 sec): 3 clusters Score: Raw -1003754.617646 + Penalty 1758.890681 = -1001995.726965 nChanged 46 SP:Iteration 44Q (12811.589964 sec): 3 clusters Score: Raw -1003764.780285 + Penalty 1758.890681 = -1002005.889604 nChanged 33 SP:Iteration 45Q (12811.613411 sec): 3 clusters Score: Raw -1003771.264342 + Penalty 1758.890681 = -1002012.373661 nChanged 30 SP:Iteration 46Q (12811.636547 sec): 3 clusters Score: Raw -1003777.521077 + Penalty 1758.890681 = -1002018.630396 nChanged 32 SP:Iteration 47Q (12811.659975 sec): 3 clusters Score: Raw -1003783.568922 + Penalty 1758.890681 = -1002024.678241 nChanged 28 SP:Iteration 48Q (12811.683183 sec): 3 clusters Score: Raw -1003789.329839 + Penalty 1758.890681 = -1002030.439158 nChanged 32 SP:Iteration 49Q (12811.706516 sec): 3 clusters Score: Raw -1003796.440809 + Penalty 1758.890681 = -1002037.550128 nChanged 44 SP:Iteration 50Q (12811.729871 sec): 3 clusters Score: Raw -1003807.929951 + Penalty 1758.890681 = -1002049.039270 nChanged 33 SP:Iteration 51Q (12811.753001 sec): 3 clusters Score: Raw -1003816.118569 + Penalty 1758.890681 = -1002057.227888 nChanged 27 SP:Iteration 52Q (12811.776219 sec): 3 clusters Score: Raw -1003821.727545 + Penalty 1758.890681 = -1002062.836864 nChanged 22 SP:Iteration 53Q (12811.799629 sec): 3 clusters Score: Raw -1003826.031088 + Penalty 1758.890681 = -1002067.140407 nChanged 28 SP:Iteration 54Q (12811.822956 sec): 3 clusters Score: Raw -1003831.560305 + Penalty 1758.890681 = -1002072.669624 nChanged 25 SP:Iteration 55Q (12811.846066 sec): 3 clusters Score: Raw -1003835.908849 + Penalty 1758.890681 = -1002077.018168 nChanged 21 SP:Iteration 56Q (12811.868944 sec): 3 clusters Score: Raw -1003839.172564 + Penalty 1758.890681 = -1002080.281883 nChanged 13 SP:Iteration 57Q (12811.892124 sec): 3 clusters Score: Raw -1003841.098131 + Penalty 1758.890681 = -1002082.207450 nChanged 15 SP:Iteration 58Q (12811.915224 sec): 3 clusters Score: Raw -1003843.450518 + Penalty 1758.890681 = -1002084.559837 nChanged 11 SP:Iteration 59Q (12811.938266 sec): 3 clusters Score: Raw -1003844.783208 + Penalty 1758.890681 = -1002085.892527 nChanged 9 SP:Iteration 60F (12811.962586 sec): 3 clusters Score: Raw -1003845.776638 + Penalty 1758.890681 = -1002086.885957 nChanged 8 SP:Iteration 61Q (12811.985725 sec): 3 clusters Score: Raw -1003847.039473 + Penalty 1758.890681 = -1002088.148792 nChanged 8 SP:Iteration 62Q (12812.008759 sec): 3 clusters Score: Raw -1003847.864183 + Penalty 1758.890681 = -1002088.973502 nChanged 4 SP:Iteration 63Q (12812.031749 sec): 3 clusters Score: Raw -1003848.283375 + Penalty 1758.890681 = -1002089.392694 nChanged 5 SP:Iteration 64Q (12812.054746 sec): 3 clusters Score: Raw -1003848.792382 + Penalty 1758.890681 = -1002089.901701 nChanged 5 SP:Iteration 65Q (12812.077782 sec): 3 clusters Score: Raw -1003849.495722 + Penalty 1758.890681 = -1002090.605041 nChanged 8 SP:Iteration 66Q (12812.100968 sec): 3 clusters Score: Raw -1003850.399681 + Penalty 1758.890681 = -1002091.509000 nChanged 2 SP:Iteration 67Q (12812.123998 sec): 3 clusters Score: Raw -1003850.603042 + Penalty 1758.890681 = -1002091.712361 nChanged 2 SP:Iteration 68Q (12812.146979 sec): 3 clusters Score: Raw -1003850.973584 + Penalty 1758.890681 = -1002092.082903 nChanged 2 SP:Iteration 69Q (12812.170128 sec): 3 clusters Score: Raw -1003851.242490 + Penalty 1758.890681 = -1002092.351809 nChanged 0 SP:Iteration 70F (12812.194950 sec): 3 clusters Score: Raw -1003851.242490 + Penalty 1758.890681 = -1002092.351809 nChanged 0 Trying to split cluster 9 (13837 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12812.220753 sec): 2 clusters Score: Raw -1256285.854577 + Penalty 905.834637 = -1255380.019940 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12812.250745 sec): 3 clusters Score: Raw -1247897.362731 + Penalty 1811.669274 = -1246085.693457 nChanged 6325 SP:Iteration 1F (12812.279364 sec): 3 clusters Score: Raw -1251551.200084 + Penalty 1811.669274 = -1249739.530809 nChanged 764 SP:Iteration 2F (12812.307898 sec): 3 clusters Score: Raw -1251911.067070 + Penalty 1811.669274 = -1250099.397796 nChanged 763 SP:Iteration 3F (12812.336485 sec): 3 clusters Score: Raw -1252317.957498 + Penalty 1811.669274 = -1250506.288224 nChanged 783 SP:Iteration 4F (12812.365413 sec): 3 clusters Score: Raw -1252751.838709 + Penalty 1811.669274 = -1250940.169435 nChanged 820 SP:Iteration 5F (12812.394011 sec): 3 clusters Score: Raw -1253211.642291 + Penalty 1811.669274 = -1251399.973017 nChanged 837 SP:Iteration 6F (12812.422559 sec): 3 clusters Score: Raw -1253661.222806 + Penalty 1811.669274 = -1251849.553532 nChanged 739 SP:Iteration 7F (12812.451065 sec): 3 clusters Score: Raw -1254008.744675 + Penalty 1811.669274 = -1252197.075401 nChanged 584 SP:Iteration 8Q (12812.479614 sec): 3 clusters Score: Raw -1254276.631101 + Penalty 1811.669274 = -1252464.961827 nChanged 510 SP:Iteration 9Q (12812.508222 sec): 3 clusters Score: Raw -1254518.770584 + Penalty 1811.669274 = -1252707.101310 nChanged 458 SP:Iteration 10Q (12812.536922 sec): 3 clusters Score: Raw -1254732.477852 + Penalty 1811.669274 = -1252920.808578 nChanged 397 SP:Iteration 11Q (12812.565338 sec): 3 clusters Score: Raw -1254936.886303 + Penalty 1811.669274 = -1253125.217029 nChanged 361 SP:Iteration 12Q (12812.593925 sec): 3 clusters Score: Raw -1255125.042524 + Penalty 1811.669274 = -1253313.373250 nChanged 310 SP:Iteration 13Q (12812.622366 sec): 3 clusters Score: Raw -1255283.498712 + Penalty 1811.669274 = -1253471.829438 nChanged 273 SP:Iteration 14Q (12812.650727 sec): 3 clusters Score: Raw -1255417.253042 + Penalty 1811.669274 = -1253605.583768 nChanged 275 SP:Iteration 15Q (12812.679011 sec): 3 clusters Score: Raw -1255552.349954 + Penalty 1811.669274 = -1253740.680680 nChanged 251 SP:Iteration 16Q (12812.707147 sec): 3 clusters Score: Raw -1255660.291556 + Penalty 1811.669274 = -1253848.622282 nChanged 230 SP:Iteration 17Q (12812.735112 sec): 3 clusters Score: Raw -1255759.756482 + Penalty 1811.669274 = -1253948.087208 nChanged 223 SP:Iteration 18Q (12812.762949 sec): 3 clusters Score: Raw -1255855.365819 + Penalty 1811.669274 = -1254043.696545 nChanged 217 SP:Iteration 19Q (12812.790637 sec): 3 clusters Score: Raw -1255939.306811 + Penalty 1811.669274 = -1254127.637537 nChanged 180 SP:Iteration 20F (12812.819175 sec): 3 clusters Score: Raw -1255998.916430 + Penalty 1811.669274 = -1254187.247156 nChanged 159 SP:Iteration 21Q (12812.846572 sec): 3 clusters Score: Raw -1256051.241922 + Penalty 1811.669274 = -1254239.572648 nChanged 145 SP:Iteration 22Q (12812.873897 sec): 3 clusters Score: Raw -1256102.754776 + Penalty 1811.669274 = -1254291.085502 nChanged 147 SP:Iteration 23Q (12812.901162 sec): 3 clusters Score: Raw -1256154.213912 + Penalty 1811.669274 = -1254342.544638 nChanged 131 SP:Iteration 24Q (12812.928168 sec): 3 clusters Score: Raw -1256201.982142 + Penalty 1811.669274 = -1254390.312868 nChanged 134 SP:Iteration 25Q (12812.969629 sec): 3 clusters Score: Raw -1256256.292580 + Penalty 1811.669274 = -1254444.623306 nChanged 128 SP:Iteration 26Q (12812.995844 sec): 3 clusters Score: Raw -1256305.988526 + Penalty 1811.669274 = -1254494.319252 nChanged 114 SP:Iteration 27Q (12813.022586 sec): 3 clusters Score: Raw -1256344.115811 + Penalty 1811.669274 = -1254532.446536 nChanged 111 SP:Iteration 28Q (12813.048904 sec): 3 clusters Score: Raw -1256372.861784 + Penalty 1811.669274 = -1254561.192510 nChanged 73 SP:Iteration 29Q (12813.075402 sec): 3 clusters Score: Raw -1256392.251095 + Penalty 1811.669274 = -1254580.581821 nChanged 71 SP:Iteration 30Q (12813.101783 sec): 3 clusters Score: Raw -1256414.208140 + Penalty 1811.669274 = -1254602.538866 nChanged 64 SP:Iteration 31Q (12813.128102 sec): 3 clusters Score: Raw -1256432.103252 + Penalty 1811.669274 = -1254620.433978 nChanged 68 SP:Iteration 32Q (12813.154230 sec): 3 clusters Score: Raw -1256452.895779 + Penalty 1811.669274 = -1254641.226505 nChanged 67 SP:Iteration 33Q (12813.180315 sec): 3 clusters Score: Raw -1256474.150153 + Penalty 1811.669274 = -1254662.480879 nChanged 73 SP:Iteration 34Q (12813.206508 sec): 3 clusters Score: Raw -1256495.192154 + Penalty 1811.669274 = -1254683.522880 nChanged 62 SP:Iteration 35Q (12813.232704 sec): 3 clusters Score: Raw -1256513.859183 + Penalty 1811.669274 = -1254702.189909 nChanged 66 SP:Iteration 36Q (12813.258676 sec): 3 clusters Score: Raw -1256534.675378 + Penalty 1811.669274 = -1254723.006104 nChanged 56 SP:Iteration 37Q (12813.284634 sec): 3 clusters Score: Raw -1256550.460262 + Penalty 1811.669274 = -1254738.790988 nChanged 59 SP:Iteration 38Q (12813.310496 sec): 3 clusters Score: Raw -1256568.410290 + Penalty 1811.669274 = -1254756.741016 nChanged 56 SP:Iteration 39Q (12813.336420 sec): 3 clusters Score: Raw -1256584.739715 + Penalty 1811.669274 = -1254773.070441 nChanged 53 SP:Iteration 40F (12813.364879 sec): 3 clusters Score: Raw -1256598.163382 + Penalty 1811.669274 = -1254786.494108 nChanged 43 SP:Iteration 41Q (12813.390781 sec): 3 clusters Score: Raw -1256608.831742 + Penalty 1811.669274 = -1254797.162468 nChanged 43 SP:Iteration 42Q (12813.416676 sec): 3 clusters Score: Raw -1256619.489052 + Penalty 1811.669274 = -1254807.819778 nChanged 32 SP:Iteration 43Q (12813.442381 sec): 3 clusters Score: Raw -1256629.659711 + Penalty 1811.669274 = -1254817.990437 nChanged 40 SP:Iteration 44Q (12813.468338 sec): 3 clusters Score: Raw -1256641.536048 + Penalty 1811.669274 = -1254829.866773 nChanged 41 SP:Iteration 45Q (12813.494197 sec): 3 clusters Score: Raw -1256655.191654 + Penalty 1811.669274 = -1254843.522380 nChanged 34 SP:Iteration 46Q (12813.519843 sec): 3 clusters Score: Raw -1256665.063109 + Penalty 1811.669274 = -1254853.393835 nChanged 38 SP:Iteration 47Q (12813.545437 sec): 3 clusters Score: Raw -1256678.162659 + Penalty 1811.669274 = -1254866.493385 nChanged 42 SP:Iteration 48Q (12813.570905 sec): 3 clusters Score: Raw -1256693.689483 + Penalty 1811.669274 = -1254882.020209 nChanged 39 SP:Iteration 49Q (12813.596438 sec): 3 clusters Score: Raw -1256708.518819 + Penalty 1811.669274 = -1254896.849545 nChanged 43 SP:Iteration 50Q (12813.621956 sec): 3 clusters Score: Raw -1256729.211317 + Penalty 1811.669274 = -1254917.542043 nChanged 48 SP:Iteration 51Q (12813.647655 sec): 3 clusters Score: Raw -1256750.902182 + Penalty 1811.669274 = -1254939.232908 nChanged 46 SP:Iteration 52Q (12813.673190 sec): 3 clusters Score: Raw -1256772.484769 + Penalty 1811.669274 = -1254960.815495 nChanged 37 SP:Iteration 53Q (12813.698622 sec): 3 clusters Score: Raw -1256784.683938 + Penalty 1811.669274 = -1254973.014664 nChanged 20 SP:Iteration 54Q (12813.723917 sec): 3 clusters Score: Raw -1256790.278577 + Penalty 1811.669274 = -1254978.609303 nChanged 20 SP:Iteration 55Q (12813.749538 sec): 3 clusters Score: Raw -1256795.711206 + Penalty 1811.669274 = -1254984.041932 nChanged 13 SP:Iteration 56Q (12813.775052 sec): 3 clusters Score: Raw -1256799.301121 + Penalty 1811.669274 = -1254987.631847 nChanged 19 SP:Iteration 57Q (12813.800429 sec): 3 clusters Score: Raw -1256804.558557 + Penalty 1811.669274 = -1254992.889282 nChanged 14 SP:Iteration 58Q (12813.825800 sec): 3 clusters Score: Raw -1256810.230799 + Penalty 1811.669274 = -1254998.561525 nChanged 19 SP:Iteration 59Q (12813.851052 sec): 3 clusters Score: Raw -1256820.604854 + Penalty 1811.669274 = -1255008.935580 nChanged 23 SP:Iteration 60F (12813.879637 sec): 3 clusters Score: Raw -1256829.487268 + Penalty 1811.669274 = -1255017.817994 nChanged 18 SP:Iteration 61Q (12813.904958 sec): 3 clusters Score: Raw -1256833.919884 + Penalty 1811.669274 = -1255022.250610 nChanged 13 SP:Iteration 62Q (12813.930193 sec): 3 clusters Score: Raw -1256837.103056 + Penalty 1811.669274 = -1255025.433782 nChanged 8 SP:Iteration 63Q (12813.955574 sec): 3 clusters Score: Raw -1256839.399441 + Penalty 1811.669274 = -1255027.730167 nChanged 10 SP:Iteration 64Q (12813.980966 sec): 3 clusters Score: Raw -1256843.368032 + Penalty 1811.669274 = -1255031.698757 nChanged 9 SP:Iteration 65Q (12814.006338 sec): 3 clusters Score: Raw -1256845.542758 + Penalty 1811.669274 = -1255033.873483 nChanged 12 SP:Iteration 66Q (12814.031485 sec): 3 clusters Score: Raw -1256850.060566 + Penalty 1811.669274 = -1255038.391292 nChanged 15 SP:Iteration 67Q (12814.056621 sec): 3 clusters Score: Raw -1256855.677085 + Penalty 1811.669274 = -1255044.007811 nChanged 18 SP:Iteration 68Q (12814.081965 sec): 3 clusters Score: Raw -1256863.939740 + Penalty 1811.669274 = -1255052.270466 nChanged 18 SP:Iteration 69Q (12814.107218 sec): 3 clusters Score: Raw -1256873.492776 + Penalty 1811.669274 = -1255061.823502 nChanged 12 SP:Iteration 70Q (12814.132413 sec): 3 clusters Score: Raw -1256875.800223 + Penalty 1811.669274 = -1255064.130949 nChanged 3 SP:Iteration 71Q (12814.157680 sec): 3 clusters Score: Raw -1256876.227942 + Penalty 1811.669274 = -1255064.558668 nChanged 1 SP:Iteration 72Q (12814.182877 sec): 3 clusters Score: Raw -1256876.654494 + Penalty 1811.669274 = -1255064.985220 nChanged 0 SP:Iteration 73F (12814.211314 sec): 3 clusters Score: Raw -1256876.654494 + Penalty 1811.669274 = -1255064.985220 nChanged 0 Trying to split cluster 10 (30849 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12814.251790 sec): 2 clusters Score: Raw -2969025.098130 + Penalty 982.001663 = -2968043.096467 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12814.303322 sec): 3 clusters Score: Raw -2949295.487895 + Penalty 1964.003327 = -2947331.484569 nChanged 14593 SP:Iteration 1F (12814.351146 sec): 3 clusters Score: Raw -2958065.878699 + Penalty 1964.003327 = -2956101.875372 nChanged 1757 SP:Iteration 2F (12814.399199 sec): 3 clusters Score: Raw -2958990.284534 + Penalty 1964.003327 = -2957026.281208 nChanged 1944 SP:Iteration 3F (12814.447198 sec): 3 clusters Score: Raw -2960108.448317 + Penalty 1964.003327 = -2958144.444990 nChanged 2052 SP:Iteration 4F (12814.494916 sec): 3 clusters Score: Raw -2961328.288239 + Penalty 1964.003327 = -2959364.284912 nChanged 2001 SP:Iteration 5F (12814.542922 sec): 3 clusters Score: Raw -2962572.146732 + Penalty 1964.003327 = -2960608.143405 nChanged 1855 SP:Iteration 6F (12814.591045 sec): 3 clusters Score: Raw -2963856.043940 + Penalty 1964.003327 = -2961892.040613 nChanged 1640 SP:Iteration 7F (12814.638987 sec): 3 clusters Score: Raw -2965192.748313 + Penalty 1964.003327 = -2963228.744986 nChanged 1390 SP:Iteration 8Q (12814.686425 sec): 3 clusters Score: Raw -2966523.840300 + Penalty 1964.003327 = -2964559.836974 nChanged 956 SP:Iteration 9Q (12814.731746 sec): 3 clusters Score: Raw -2967469.411288 + Penalty 1964.003327 = -2965505.407961 nChanged 627 SP:Iteration 10Q (12814.813916 sec): 3 clusters Score: Raw -2967974.119734 + Penalty 1964.003327 = -2966010.116408 nChanged 453 SP:Iteration 11Q (12814.855472 sec): 3 clusters Score: Raw -2968292.658454 + Penalty 1964.003327 = -2966328.655128 nChanged 344 SP:Iteration 12Q (12814.897491 sec): 3 clusters Score: Raw -2968530.112790 + Penalty 1964.003327 = -2966566.109463 nChanged 261 SP:Iteration 13Q (12814.938887 sec): 3 clusters Score: Raw -2968682.712230 + Penalty 1964.003327 = -2966718.708904 nChanged 222 SP:Iteration 14Q (12814.979763 sec): 3 clusters Score: Raw -2968806.410445 + Penalty 1964.003327 = -2966842.407118 nChanged 182 SP:Iteration 15Q (12815.020485 sec): 3 clusters Score: Raw -2968894.714435 + Penalty 1964.003327 = -2966930.711108 nChanged 150 SP:Iteration 16Q (12815.060812 sec): 3 clusters Score: Raw -2968960.723196 + Penalty 1964.003327 = -2966996.719869 nChanged 122 SP:Iteration 17Q (12815.101191 sec): 3 clusters Score: Raw -2969000.761988 + Penalty 1964.003327 = -2967036.758661 nChanged 78 SP:Iteration 18Q (12815.141649 sec): 3 clusters Score: Raw -2969025.735647 + Penalty 1964.003327 = -2967061.732320 nChanged 66 SP:Iteration 19Q (12815.181287 sec): 3 clusters Score: Raw -2969049.773541 + Penalty 1964.003327 = -2967085.770215 nChanged 56 SP:Iteration 20F (12815.244672 sec): 3 clusters Score: Raw -2969068.693118 + Penalty 1964.003327 = -2967104.689791 nChanged 54 SP:Iteration 21Q (12815.285099 sec): 3 clusters Score: Raw -2969090.130013 + Penalty 1964.003327 = -2967126.126686 nChanged 49 SP:Iteration 22Q (12815.348105 sec): 3 clusters Score: Raw -2969107.375520 + Penalty 1964.003327 = -2967143.372193 nChanged 41 SP:Iteration 23Q (12815.387990 sec): 3 clusters Score: Raw -2969119.210960 + Penalty 1964.003327 = -2967155.207634 nChanged 29 SP:Iteration 24Q (12815.427680 sec): 3 clusters Score: Raw -2969127.054597 + Penalty 1964.003327 = -2967163.051270 nChanged 27 SP:Iteration 25Q (12815.467532 sec): 3 clusters Score: Raw -2969133.294241 + Penalty 1964.003327 = -2967169.290914 nChanged 26 SP:Iteration 26Q (12815.507251 sec): 3 clusters Score: Raw -2969140.715737 + Penalty 1964.003327 = -2967176.712410 nChanged 24 SP:Iteration 27Q (12815.547136 sec): 3 clusters Score: Raw -2969146.822172 + Penalty 1964.003327 = -2967182.818845 nChanged 23 SP:Iteration 28Q (12815.586876 sec): 3 clusters Score: Raw -2969155.114065 + Penalty 1964.003327 = -2967191.110738 nChanged 27 SP:Iteration 29Q (12815.626445 sec): 3 clusters Score: Raw -2969163.691027 + Penalty 1964.003327 = -2967199.687700 nChanged 18 SP:Iteration 30Q (12815.666615 sec): 3 clusters Score: Raw -2969167.756598 + Penalty 1964.003327 = -2967203.753271 nChanged 13 SP:Iteration 31Q (12815.706282 sec): 3 clusters Score: Raw -2969170.496131 + Penalty 1964.003327 = -2967206.492804 nChanged 14 SP:Iteration 32Q (12815.746130 sec): 3 clusters Score: Raw -2969174.764351 + Penalty 1964.003327 = -2967210.761025 nChanged 16 SP:Iteration 33Q (12815.785959 sec): 3 clusters Score: Raw -2969178.177647 + Penalty 1964.003327 = -2967214.174321 nChanged 10 SP:Iteration 34Q (12815.825713 sec): 3 clusters Score: Raw -2969181.601980 + Penalty 1964.003327 = -2967217.598653 nChanged 15 SP:Iteration 35Q (12815.865648 sec): 3 clusters Score: Raw -2969186.172232 + Penalty 1964.003327 = -2967222.168905 nChanged 9 SP:Iteration 36Q (12815.905326 sec): 3 clusters Score: Raw -2969188.714469 + Penalty 1964.003327 = -2967224.711143 nChanged 9 SP:Iteration 37Q (12815.944963 sec): 3 clusters Score: Raw -2969192.164964 + Penalty 1964.003327 = -2967228.161638 nChanged 11 SP:Iteration 38Q (12815.985068 sec): 3 clusters Score: Raw -2969195.832215 + Penalty 1964.003327 = -2967231.828888 nChanged 10 SP:Iteration 39Q (12816.055323 sec): 3 clusters Score: Raw -2969198.282142 + Penalty 1964.003327 = -2967234.278815 nChanged 8 SP:Iteration 40F (12816.103434 sec): 3 clusters Score: Raw -2969201.058484 + Penalty 1964.003327 = -2967237.055158 nChanged 11 SP:Iteration 41Q (12816.143587 sec): 3 clusters Score: Raw -2969204.157702 + Penalty 1964.003327 = -2967240.154376 nChanged 5 SP:Iteration 42Q (12816.183412 sec): 3 clusters Score: Raw -2969205.282574 + Penalty 1964.003327 = -2967241.279248 nChanged 5 SP:Iteration 43Q (12816.223347 sec): 3 clusters Score: Raw -2969206.786587 + Penalty 1964.003327 = -2967242.783260 nChanged 4 SP:Iteration 44Q (12816.263210 sec): 3 clusters Score: Raw -2969208.221707 + Penalty 1964.003327 = -2967244.218380 nChanged 5 SP:Iteration 45Q (12816.302748 sec): 3 clusters Score: Raw -2969209.559488 + Penalty 1964.003327 = -2967245.556162 nChanged 3 SP:Iteration 46Q (12816.342795 sec): 3 clusters Score: Raw -2969210.011619 + Penalty 1964.003327 = -2967246.008293 nChanged 2 SP:Iteration 47Q (12816.382591 sec): 3 clusters Score: Raw -2969210.582475 + Penalty 1964.003327 = -2967246.579148 nChanged 4 SP:Iteration 48Q (12816.422590 sec): 3 clusters Score: Raw -2969211.409319 + Penalty 1964.003327 = -2967247.405992 nChanged 3 SP:Iteration 49Q (12816.463413 sec): 3 clusters Score: Raw -2969211.927072 + Penalty 1964.003327 = -2967247.923745 nChanged 1 SP:Iteration 50Q (12816.503435 sec): 3 clusters Score: Raw -2969212.170810 + Penalty 1964.003327 = -2967248.167484 nChanged 2 SP:Iteration 51Q (12816.543109 sec): 3 clusters Score: Raw -2969212.413519 + Penalty 1964.003327 = -2967248.410192 nChanged 1 SP:Iteration 52Q (12816.583232 sec): 3 clusters Score: Raw -2969212.550545 + Penalty 1964.003327 = -2967248.547219 nChanged 2 SP:Iteration 53Q (12816.623238 sec): 3 clusters Score: Raw -2969212.780156 + Penalty 1964.003327 = -2967248.776829 nChanged 4 SP:Iteration 54Q (12816.662890 sec): 3 clusters Score: Raw -2969213.309803 + Penalty 1964.003327 = -2967249.306477 nChanged 1 SP:Iteration 55Q (12816.703048 sec): 3 clusters Score: Raw -2969213.381301 + Penalty 1964.003327 = -2967249.377974 nChanged 0 SP:Iteration 56F (12816.749733 sec): 3 clusters Score: Raw -2969213.381301 + Penalty 1964.003327 = -2967249.377974 nChanged 0 Trying to split cluster 11 (39671 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12816.795128 sec): 2 clusters Score: Raw -3669246.206983 + Penalty 1005.895694 = -3668240.311290 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12816.859783 sec): 3 clusters Score: Raw -3643799.950475 + Penalty 2011.791387 = -3641788.159088 nChanged 18677 SP:Iteration 1F (12816.919049 sec): 3 clusters Score: Raw -3654913.420878 + Penalty 2011.791387 = -3652901.629491 nChanged 1841 SP:Iteration 2Q (12816.980057 sec): 3 clusters Score: Raw -3655586.838763 + Penalty 2011.791387 = -3653575.047376 nChanged 1918 SP:Iteration 3Q (12817.039612 sec): 3 clusters Score: Raw -3656497.044227 + Penalty 2011.791387 = -3654485.252840 nChanged 2159 SP:Iteration 4F (12817.097599 sec): 3 clusters Score: Raw -3657842.911171 + Penalty 2011.791387 = -3655831.119784 nChanged 2545 SP:Iteration 5F (12817.156052 sec): 3 clusters Score: Raw -3659913.810528 + Penalty 2011.791387 = -3657902.019141 nChanged 2762 SP:Iteration 6F (12817.214610 sec): 3 clusters Score: Raw -3662229.591939 + Penalty 2011.791387 = -3660217.800552 nChanged 2422 SP:Iteration 7F (12817.273271 sec): 3 clusters Score: Raw -3663761.540615 + Penalty 2011.791387 = -3661749.749228 nChanged 1627 SP:Iteration 8Q (12817.332148 sec): 3 clusters Score: Raw -3664363.733629 + Penalty 2011.791387 = -3662351.942242 nChanged 923 SP:Iteration 9Q (12817.389341 sec): 3 clusters Score: Raw -3664598.734191 + Penalty 2011.791387 = -3662586.942804 nChanged 591 SP:Iteration 10Q (12817.476697 sec): 3 clusters Score: Raw -3664739.180764 + Penalty 2011.791387 = -3662727.389377 nChanged 485 SP:Iteration 11Q (12817.557187 sec): 3 clusters Score: Raw -3664852.467588 + Penalty 2011.791387 = -3662840.676201 nChanged 459 SP:Iteration 12Q (12817.614235 sec): 3 clusters Score: Raw -3664962.790500 + Penalty 2011.791387 = -3662950.999113 nChanged 437 SP:Iteration 13Q (12817.670839 sec): 3 clusters Score: Raw -3665062.082752 + Penalty 2011.791387 = -3663050.291365 nChanged 397 SP:Iteration 14Q (12817.727345 sec): 3 clusters Score: Raw -3665143.762508 + Penalty 2011.791387 = -3663131.971121 nChanged 401 SP:Iteration 15Q (12817.783999 sec): 3 clusters Score: Raw -3665212.361324 + Penalty 2011.791387 = -3663200.569937 nChanged 314 SP:Iteration 16Q (12817.840339 sec): 3 clusters Score: Raw -3665263.229962 + Penalty 2011.791387 = -3663251.438574 nChanged 291 SP:Iteration 17Q (12817.896685 sec): 3 clusters Score: Raw -3665311.785458 + Penalty 2011.791387 = -3663299.994071 nChanged 280 SP:Iteration 18Q (12817.953144 sec): 3 clusters Score: Raw -3665355.599620 + Penalty 2011.791387 = -3663343.808233 nChanged 254 SP:Iteration 19Q (12818.009225 sec): 3 clusters Score: Raw -3665392.739276 + Penalty 2011.791387 = -3663380.947888 nChanged 239 SP:Iteration 20F (12818.066698 sec): 3 clusters Score: Raw -3665425.745820 + Penalty 2011.791387 = -3663413.954433 nChanged 250 SP:Iteration 21Q (12818.124190 sec): 3 clusters Score: Raw -3665458.214943 + Penalty 2011.791387 = -3663446.423556 nChanged 238 SP:Iteration 22Q (12818.180836 sec): 3 clusters Score: Raw -3665491.111294 + Penalty 2011.791387 = -3663479.319907 nChanged 218 SP:Iteration 23Q (12818.237512 sec): 3 clusters Score: Raw -3665518.022156 + Penalty 2011.791387 = -3663506.230769 nChanged 199 SP:Iteration 24Q (12818.293633 sec): 3 clusters Score: Raw -3665542.641528 + Penalty 2011.791387 = -3663530.850141 nChanged 201 SP:Iteration 25Q (12818.350162 sec): 3 clusters Score: Raw -3665567.148710 + Penalty 2011.791387 = -3663555.357323 nChanged 196 SP:Iteration 26Q (12818.406487 sec): 3 clusters Score: Raw -3665590.413397 + Penalty 2011.791387 = -3663578.622010 nChanged 197 SP:Iteration 27Q (12818.462783 sec): 3 clusters Score: Raw -3665614.220480 + Penalty 2011.791387 = -3663602.429093 nChanged 170 SP:Iteration 28Q (12818.519080 sec): 3 clusters Score: Raw -3665633.146973 + Penalty 2011.791387 = -3663621.355586 nChanged 167 SP:Iteration 29Q (12818.575252 sec): 3 clusters Score: Raw -3665653.193104 + Penalty 2011.791387 = -3663641.401717 nChanged 167 SP:Iteration 30Q (12818.631142 sec): 3 clusters Score: Raw -3665674.241450 + Penalty 2011.791387 = -3663662.450063 nChanged 186 SP:Iteration 31Q (12818.687267 sec): 3 clusters Score: Raw -3665694.917506 + Penalty 2011.791387 = -3663683.126119 nChanged 180 SP:Iteration 32Q (12818.742983 sec): 3 clusters Score: Raw -3665714.137960 + Penalty 2011.791387 = -3663702.346573 nChanged 155 SP:Iteration 33Q (12818.798938 sec): 3 clusters Score: Raw -3665730.449549 + Penalty 2011.791387 = -3663718.658162 nChanged 164 SP:Iteration 34Q (12818.854800 sec): 3 clusters Score: Raw -3665748.767905 + Penalty 2011.791387 = -3663736.976518 nChanged 164 SP:Iteration 35Q (12818.910297 sec): 3 clusters Score: Raw -3665766.425667 + Penalty 2011.791387 = -3663754.634280 nChanged 166 SP:Iteration 36Q (12818.966328 sec): 3 clusters Score: Raw -3665782.447438 + Penalty 2011.791387 = -3663770.656051 nChanged 134 SP:Iteration 37Q (12819.021991 sec): 3 clusters Score: Raw -3665794.707637 + Penalty 2011.791387 = -3663782.916250 nChanged 117 SP:Iteration 38Q (12819.077671 sec): 3 clusters Score: Raw -3665806.104853 + Penalty 2011.791387 = -3663794.313466 nChanged 126 SP:Iteration 39Q (12819.132979 sec): 3 clusters Score: Raw -3665818.523791 + Penalty 2011.791387 = -3663806.732404 nChanged 147 SP:Iteration 40F (12819.190120 sec): 3 clusters Score: Raw -3665832.288877 + Penalty 2011.791387 = -3663820.497490 nChanged 142 SP:Iteration 41Q (12819.247270 sec): 3 clusters Score: Raw -3665845.909805 + Penalty 2011.791387 = -3663834.118418 nChanged 137 SP:Iteration 42Q (12819.303533 sec): 3 clusters Score: Raw -3665861.632651 + Penalty 2011.791387 = -3663849.841264 nChanged 152 SP:Iteration 43Q (12819.359362 sec): 3 clusters Score: Raw -3665877.011842 + Penalty 2011.791387 = -3663865.220455 nChanged 130 SP:Iteration 44Q (12819.415176 sec): 3 clusters Score: Raw -3665889.078743 + Penalty 2011.791387 = -3663877.287356 nChanged 123 SP:Iteration 45Q (12819.471616 sec): 3 clusters Score: Raw -3665899.778675 + Penalty 2011.791387 = -3663887.987288 nChanged 135 SP:Iteration 46Q (12819.527368 sec): 3 clusters Score: Raw -3665911.986131 + Penalty 2011.791387 = -3663900.194744 nChanged 157 SP:Iteration 47Q (12819.583049 sec): 3 clusters Score: Raw -3665931.703344 + Penalty 2011.791387 = -3663919.911957 nChanged 185 SP:Iteration 48Q (12819.638316 sec): 3 clusters Score: Raw -3665954.244581 + Penalty 2011.791387 = -3663942.453194 nChanged 181 SP:Iteration 49Q (12819.693904 sec): 3 clusters Score: Raw -3665977.071309 + Penalty 2011.791387 = -3663965.279922 nChanged 191 SP:Iteration 50Q (12819.749220 sec): 3 clusters Score: Raw -3665999.023306 + Penalty 2011.791387 = -3663987.231919 nChanged 169 SP:Iteration 51Q (12819.804616 sec): 3 clusters Score: Raw -3666015.847664 + Penalty 2011.791387 = -3664004.056277 nChanged 160 SP:Iteration 52Q (12819.859995 sec): 3 clusters Score: Raw -3666031.238032 + Penalty 2011.791387 = -3664019.446645 nChanged 163 SP:Iteration 53Q (12819.915027 sec): 3 clusters Score: Raw -3666047.035764 + Penalty 2011.791387 = -3664035.244377 nChanged 155 SP:Iteration 54Q (12819.969999 sec): 3 clusters Score: Raw -3666065.874050 + Penalty 2011.791387 = -3664054.082663 nChanged 190 SP:Iteration 55Q (12820.025040 sec): 3 clusters Score: Raw -3666088.510860 + Penalty 2011.791387 = -3664076.719473 nChanged 196 SP:Iteration 56Q (12820.079623 sec): 3 clusters Score: Raw -3666114.493215 + Penalty 2011.791387 = -3664102.701828 nChanged 216 SP:Iteration 57Q (12820.134456 sec): 3 clusters Score: Raw -3666142.383119 + Penalty 2011.791387 = -3664130.591732 nChanged 217 SP:Iteration 58Q (12820.189402 sec): 3 clusters Score: Raw -3666171.303912 + Penalty 2011.791387 = -3664159.512525 nChanged 207 SP:Iteration 59Q (12820.243855 sec): 3 clusters Score: Raw -3666198.952318 + Penalty 2011.791387 = -3664187.160931 nChanged 194 SP:Iteration 60F (12820.300805 sec): 3 clusters Score: Raw -3666224.524420 + Penalty 2011.791387 = -3664212.733033 nChanged 189 SP:Iteration 61Q (12820.356564 sec): 3 clusters Score: Raw -3666248.158239 + Penalty 2011.791387 = -3664236.366852 nChanged 189 SP:Iteration 62Q (12820.410751 sec): 3 clusters Score: Raw -3666272.586340 + Penalty 2011.791387 = -3664260.794953 nChanged 196 SP:Iteration 63Q (12820.465253 sec): 3 clusters Score: Raw -3666296.025784 + Penalty 2011.791387 = -3664284.234397 nChanged 183 SP:Iteration 64Q (12820.519474 sec): 3 clusters Score: Raw -3666317.451411 + Penalty 2011.791387 = -3664305.660024 nChanged 178 SP:Iteration 65Q (12820.573465 sec): 3 clusters Score: Raw -3666338.477247 + Penalty 2011.791387 = -3664326.685860 nChanged 176 SP:Iteration 66Q (12820.627317 sec): 3 clusters Score: Raw -3666358.633012 + Penalty 2011.791387 = -3664346.841625 nChanged 165 SP:Iteration 67Q (12820.681669 sec): 3 clusters Score: Raw -3666378.564994 + Penalty 2011.791387 = -3664366.773607 nChanged 165 SP:Iteration 68Q (12820.735333 sec): 3 clusters Score: Raw -3666398.296143 + Penalty 2011.791387 = -3664386.504756 nChanged 154 SP:Iteration 69Q (12820.788994 sec): 3 clusters Score: Raw -3666415.845685 + Penalty 2011.791387 = -3664404.054298 nChanged 156 SP:Iteration 70Q (12820.842422 sec): 3 clusters Score: Raw -3666434.751809 + Penalty 2011.791387 = -3664422.960422 nChanged 158 SP:Iteration 71Q (12820.896323 sec): 3 clusters Score: Raw -3666456.997841 + Penalty 2011.791387 = -3664445.206454 nChanged 163 SP:Iteration 72Q (12820.949776 sec): 3 clusters Score: Raw -3666481.111641 + Penalty 2011.791387 = -3664469.320254 nChanged 176 SP:Iteration 73Q (12821.003006 sec): 3 clusters Score: Raw -3666509.277942 + Penalty 2011.791387 = -3664497.486555 nChanged 183 SP:Iteration 74Q (12821.056512 sec): 3 clusters Score: Raw -3666536.492696 + Penalty 2011.791387 = -3664524.701309 nChanged 188 SP:Iteration 75Q (12821.109635 sec): 3 clusters Score: Raw -3666564.767467 + Penalty 2011.791387 = -3664552.976080 nChanged 196 SP:Iteration 76Q (12821.162678 sec): 3 clusters Score: Raw -3666594.225107 + Penalty 2011.791387 = -3664582.433720 nChanged 208 SP:Iteration 77Q (12821.215796 sec): 3 clusters Score: Raw -3666632.343008 + Penalty 2011.791387 = -3664620.551621 nChanged 221 SP:Iteration 78Q (12821.268943 sec): 3 clusters Score: Raw -3666672.923941 + Penalty 2011.791387 = -3664661.132554 nChanged 212 SP:Iteration 79Q (12821.321696 sec): 3 clusters Score: Raw -3666710.988200 + Penalty 2011.791387 = -3664699.196813 nChanged 221 SP:Iteration 80F (12821.378582 sec): 3 clusters Score: Raw -3666752.803624 + Penalty 2011.791387 = -3664741.012237 nChanged 208 SP:Iteration 81Q (12821.432757 sec): 3 clusters Score: Raw -3666786.499726 + Penalty 2011.791387 = -3664774.708339 nChanged 183 SP:Iteration 82Q (12821.485408 sec): 3 clusters Score: Raw -3666815.911701 + Penalty 2011.791387 = -3664804.120314 nChanged 194 SP:Iteration 83Q (12821.537607 sec): 3 clusters Score: Raw -3666846.574923 + Penalty 2011.791387 = -3664834.783536 nChanged 200 SP:Iteration 84Q (12821.614216 sec): 3 clusters Score: Raw -3666879.457925 + Penalty 2011.791387 = -3664867.666538 nChanged 194 SP:Iteration 85Q (12821.666745 sec): 3 clusters Score: Raw -3666912.701955 + Penalty 2011.791387 = -3664900.910567 nChanged 210 SP:Iteration 86Q (12821.718676 sec): 3 clusters Score: Raw -3666951.409229 + Penalty 2011.791387 = -3664939.617842 nChanged 214 SP:Iteration 87Q (12821.770720 sec): 3 clusters Score: Raw -3666995.017199 + Penalty 2011.791387 = -3664983.225812 nChanged 272 SP:Iteration 88Q (12821.822861 sec): 3 clusters Score: Raw -3667061.901465 + Penalty 2011.791387 = -3665050.110078 nChanged 324 SP:Iteration 89Q (12821.874451 sec): 3 clusters Score: Raw -3667144.847030 + Penalty 2011.791387 = -3665133.055643 nChanged 312 SP:Iteration 90Q (12821.925816 sec): 3 clusters Score: Raw -3667229.200725 + Penalty 2011.791387 = -3665217.409338 nChanged 337 SP:Iteration 91Q (12821.977073 sec): 3 clusters Score: Raw -3667323.286741 + Penalty 2011.791387 = -3665311.495354 nChanged 359 SP:Iteration 92Q (12822.028363 sec): 3 clusters Score: Raw -3667439.990601 + Penalty 2011.791387 = -3665428.199214 nChanged 381 SP:Iteration 93Q (12822.079376 sec): 3 clusters Score: Raw -3667567.730048 + Penalty 2011.791387 = -3665555.938661 nChanged 390 SP:Iteration 94Q (12822.130111 sec): 3 clusters Score: Raw -3667711.390133 + Penalty 2011.791387 = -3665699.598746 nChanged 426 SP:Iteration 95Q (12822.180577 sec): 3 clusters Score: Raw -3667878.532599 + Penalty 2011.791387 = -3665866.741212 nChanged 424 SP:Iteration 96Q (12822.230965 sec): 3 clusters Score: Raw -3668057.769532 + Penalty 2011.791387 = -3666045.978145 nChanged 414 SP:Iteration 97Q (12822.281074 sec): 3 clusters Score: Raw -3668249.989245 + Penalty 2011.791387 = -3666238.197858 nChanged 369 SP:Iteration 98Q (12822.331132 sec): 3 clusters Score: Raw -3668421.593791 + Penalty 2011.791387 = -3666409.802404 nChanged 345 SP:Iteration 99Q (12822.380738 sec): 3 clusters Score: Raw -3668580.820465 + Penalty 2011.791387 = -3666569.029078 nChanged 302 SP:Iteration 100F (12822.437606 sec): 3 clusters Score: Raw -3668714.930400 + Penalty 2011.791387 = -3666703.139013 nChanged 278 SP:Iteration 101Q (12822.488414 sec): 3 clusters Score: Raw -3668838.258298 + Penalty 2011.791387 = -3666826.466911 nChanged 238 SP:Iteration 102Q (12822.537498 sec): 3 clusters Score: Raw -3668946.451031 + Penalty 2011.791387 = -3666934.659644 nChanged 195 SP:Iteration 103Q (12822.586802 sec): 3 clusters Score: Raw -3669030.856155 + Penalty 2011.791387 = -3667019.064768 nChanged 174 SP:Iteration 104Q (12822.635650 sec): 3 clusters Score: Raw -3669108.814337 + Penalty 2011.791387 = -3667097.022950 nChanged 154 SP:Iteration 105Q (12822.683840 sec): 3 clusters Score: Raw -3669171.110671 + Penalty 2011.791387 = -3667159.319284 nChanged 111 SP:Iteration 106Q (12822.731998 sec): 3 clusters Score: Raw -3669210.297927 + Penalty 2011.791387 = -3667198.506540 nChanged 88 SP:Iteration 107Q (12822.780040 sec): 3 clusters Score: Raw -3669245.136802 + Penalty 2011.791387 = -3667233.345415 nChanged 80 SP:Iteration 108Q (12822.827935 sec): 3 clusters Score: Raw -3669277.854978 + Penalty 2011.791387 = -3667266.063591 nChanged 61 SP:Iteration 109Q (12822.875971 sec): 3 clusters Score: Raw -3669299.227820 + Penalty 2011.791387 = -3667287.436433 nChanged 53 SP:Iteration 110Q (12822.923965 sec): 3 clusters Score: Raw -3669322.782767 + Penalty 2011.791387 = -3667310.991380 nChanged 48 SP:Iteration 111Q (12822.971804 sec): 3 clusters Score: Raw -3669340.695878 + Penalty 2011.791387 = -3667328.904491 nChanged 37 SP:Iteration 112Q (12823.019821 sec): 3 clusters Score: Raw -3669352.843213 + Penalty 2011.791387 = -3667341.051826 nChanged 21 SP:Iteration 113Q (12823.067943 sec): 3 clusters Score: Raw -3669359.722304 + Penalty 2011.791387 = -3667347.930917 nChanged 23 SP:Iteration 114Q (12823.115780 sec): 3 clusters Score: Raw -3669369.238114 + Penalty 2011.791387 = -3667357.446727 nChanged 29 SP:Iteration 115Q (12823.163417 sec): 3 clusters Score: Raw -3669383.013867 + Penalty 2011.791387 = -3667371.222480 nChanged 26 SP:Iteration 116Q (12823.211131 sec): 3 clusters Score: Raw -3669392.028041 + Penalty 2011.791387 = -3667380.236654 nChanged 13 SP:Iteration 117Q (12823.258924 sec): 3 clusters Score: Raw -3669395.242984 + Penalty 2011.791387 = -3667383.451597 nChanged 13 SP:Iteration 118Q (12823.306536 sec): 3 clusters Score: Raw -3669399.935986 + Penalty 2011.791387 = -3667388.144599 nChanged 16 SP:Iteration 119Q (12823.354198 sec): 3 clusters Score: Raw -3669406.640570 + Penalty 2011.791387 = -3667394.849183 nChanged 14 SP:Iteration 120F (12823.410900 sec): 3 clusters Score: Raw -3669412.772848 + Penalty 2011.791387 = -3667400.981461 nChanged 12 SP:Iteration 121Q (12823.460239 sec): 3 clusters Score: Raw -3669417.375702 + Penalty 2011.791387 = -3667405.584314 nChanged 13 SP:Iteration 122Q (12823.507836 sec): 3 clusters Score: Raw -3669421.553712 + Penalty 2011.791387 = -3667409.762325 nChanged 13 SP:Iteration 123Q (12823.555533 sec): 3 clusters Score: Raw -3669426.019224 + Penalty 2011.791387 = -3667414.227837 nChanged 8 SP:Iteration 124Q (12823.603123 sec): 3 clusters Score: Raw -3669427.875079 + Penalty 2011.791387 = -3667416.083692 nChanged 5 SP:Iteration 125Q (12823.650721 sec): 3 clusters Score: Raw -3669429.011049 + Penalty 2011.791387 = -3667417.219662 nChanged 4 SP:Iteration 126Q (12823.698376 sec): 3 clusters Score: Raw -3669430.150573 + Penalty 2011.791387 = -3667418.359186 nChanged 6 SP:Iteration 127Q (12823.745974 sec): 3 clusters Score: Raw -3669431.818397 + Penalty 2011.791387 = -3667420.027010 nChanged 2 SP:Iteration 128Q (12823.793816 sec): 3 clusters Score: Raw -3669432.551895 + Penalty 2011.791387 = -3667420.760508 nChanged 1 SP:Iteration 129Q (12823.841564 sec): 3 clusters Score: Raw -3669432.843574 + Penalty 2011.791387 = -3667421.052187 nChanged 0 SP:Iteration 130F (12823.897864 sec): 3 clusters Score: Raw -3669432.843574 + Penalty 2011.791387 = -3667421.052187 nChanged 0 Trying to split cluster 12 (2314 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12823.908347 sec): 2 clusters Score: Raw -216392.722068 + Penalty 735.939626 = -215656.782442 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12823.917543 sec): 3 clusters Score: Raw -215189.109453 + Penalty 1471.879252 = -213717.230200 nChanged 893 SP:Iteration 1F (12823.928416 sec): 3 clusters Score: Raw -215764.546477 + Penalty 1471.879252 = -214292.667225 nChanged 192 SP:Iteration 2F (12823.936921 sec): 3 clusters Score: Raw -215878.286599 + Penalty 1471.879252 = -214406.407346 nChanged 126 SP:Iteration 3F (12823.945474 sec): 3 clusters Score: Raw -215958.214266 + Penalty 1471.879252 = -214486.335013 nChanged 102 SP:Iteration 4Q (12823.954010 sec): 3 clusters Score: Raw -216025.504423 + Penalty 1471.879252 = -214553.625171 nChanged 96 SP:Iteration 5Q (12823.962638 sec): 3 clusters Score: Raw -216082.766578 + Penalty 1471.879252 = -214610.887325 nChanged 85 SP:Iteration 6Q (12823.971082 sec): 3 clusters Score: Raw -216145.607081 + Penalty 1471.879252 = -214673.727829 nChanged 78 SP:Iteration 7Q (12823.979583 sec): 3 clusters Score: Raw -216209.677214 + Penalty 1471.879252 = -214737.797962 nChanged 81 SP:Iteration 8Q (12823.988129 sec): 3 clusters Score: Raw -216264.698708 + Penalty 1471.879252 = -214792.819456 nChanged 77 SP:Iteration 9Q (12823.996623 sec): 3 clusters Score: Raw -216313.183350 + Penalty 1471.879252 = -214841.304097 nChanged 72 SP:Iteration 10Q (12824.005085 sec): 3 clusters Score: Raw -216358.382242 + Penalty 1471.879252 = -214886.502989 nChanged 70 SP:Iteration 11Q (12824.013534 sec): 3 clusters Score: Raw -216407.002945 + Penalty 1471.879252 = -214935.123692 nChanged 60 SP:Iteration 12Q (12824.021997 sec): 3 clusters Score: Raw -216463.122009 + Penalty 1471.879252 = -214991.242757 nChanged 61 SP:Iteration 13Q (12824.030418 sec): 3 clusters Score: Raw -216507.693093 + Penalty 1471.879252 = -215035.813841 nChanged 37 SP:Iteration 14Q (12824.038783 sec): 3 clusters Score: Raw -216528.747544 + Penalty 1471.879252 = -215056.868292 nChanged 29 SP:Iteration 15Q (12824.047125 sec): 3 clusters Score: Raw -216540.353923 + Penalty 1471.879252 = -215068.474671 nChanged 24 SP:Iteration 16Q (12824.055507 sec): 3 clusters Score: Raw -216550.195174 + Penalty 1471.879252 = -215078.315922 nChanged 20 SP:Iteration 17Q (12824.063821 sec): 3 clusters Score: Raw -216555.801911 + Penalty 1471.879252 = -215083.922658 nChanged 8 SP:Iteration 18Q (12824.072031 sec): 3 clusters Score: Raw -216560.507284 + Penalty 1471.879252 = -215088.628032 nChanged 13 SP:Iteration 19Q (12824.080315 sec): 3 clusters Score: Raw -216566.028291 + Penalty 1471.879252 = -215094.149038 nChanged 12 SP:Iteration 20F (12824.088835 sec): 3 clusters Score: Raw -216570.988740 + Penalty 1471.879252 = -215099.109488 nChanged 13 SP:Iteration 21Q (12824.097050 sec): 3 clusters Score: Raw -216579.250823 + Penalty 1471.879252 = -215107.371571 nChanged 13 SP:Iteration 22Q (12824.105323 sec): 3 clusters Score: Raw -216587.827178 + Penalty 1471.879252 = -215115.947926 nChanged 11 SP:Iteration 23Q (12824.113510 sec): 3 clusters Score: Raw -216592.365967 + Penalty 1471.879252 = -215120.486714 nChanged 10 SP:Iteration 24Q (12824.121853 sec): 3 clusters Score: Raw -216595.251139 + Penalty 1471.879252 = -215123.371887 nChanged 7 SP:Iteration 25Q (12824.130029 sec): 3 clusters Score: Raw -216597.306478 + Penalty 1471.879252 = -215125.427226 nChanged 4 SP:Iteration 26Q (12824.138273 sec): 3 clusters Score: Raw -216598.767631 + Penalty 1471.879252 = -215126.888379 nChanged 3 SP:Iteration 27Q (12824.146511 sec): 3 clusters Score: Raw -216599.536109 + Penalty 1471.879252 = -215127.656856 nChanged 2 SP:Iteration 28Q (12824.154759 sec): 3 clusters Score: Raw -216600.692545 + Penalty 1471.879252 = -215128.813292 nChanged 2 SP:Iteration 29Q (12824.162911 sec): 3 clusters Score: Raw -216601.858161 + Penalty 1471.879252 = -215129.978908 nChanged 5 SP:Iteration 30Q (12824.171078 sec): 3 clusters Score: Raw -216603.546016 + Penalty 1471.879252 = -215131.666764 nChanged 6 SP:Iteration 31Q (12824.179331 sec): 3 clusters Score: Raw -216605.634174 + Penalty 1471.879252 = -215133.754922 nChanged 6 SP:Iteration 32Q (12824.187572 sec): 3 clusters Score: Raw -216607.561808 + Penalty 1471.879252 = -215135.682555 nChanged 4 SP:Iteration 33Q (12824.195722 sec): 3 clusters Score: Raw -216608.791397 + Penalty 1471.879252 = -215136.912145 nChanged 3 SP:Iteration 34Q (12824.203876 sec): 3 clusters Score: Raw -216609.714441 + Penalty 1471.879252 = -215137.835189 nChanged 3 SP:Iteration 35Q (12824.212128 sec): 3 clusters Score: Raw -216610.260960 + Penalty 1471.879252 = -215138.381708 nChanged 3 SP:Iteration 36Q (12824.220293 sec): 3 clusters Score: Raw -216610.750387 + Penalty 1471.879252 = -215138.871135 nChanged 1 SP:Iteration 37Q (12824.228522 sec): 3 clusters Score: Raw -216610.882984 + Penalty 1471.879252 = -215139.003732 nChanged 2 SP:Iteration 38Q (12824.236747 sec): 3 clusters Score: Raw -216611.134214 + Penalty 1471.879252 = -215139.254962 nChanged 0 SP:Iteration 39F (12824.245220 sec): 3 clusters Score: Raw -216611.134214 + Penalty 1471.879252 = -215139.254962 nChanged 0 Trying to split cluster 13 (33726 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12824.290875 sec): 2 clusters Score: Raw -3235071.470513 + Penalty 990.472312 = -3234080.998201 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12824.345898 sec): 3 clusters Score: Raw -3213379.869552 + Penalty 1980.944623 = -3211398.924929 nChanged 15966 SP:Iteration 1F (12824.394568 sec): 3 clusters Score: Raw -3222705.148008 + Penalty 1980.944623 = -3220724.203385 nChanged 1600 SP:Iteration 2Q (12824.445617 sec): 3 clusters Score: Raw -3223304.586589 + Penalty 1980.944623 = -3221323.641965 nChanged 1770 SP:Iteration 3F (12824.493518 sec): 3 clusters Score: Raw -3224065.124930 + Penalty 1980.944623 = -3222084.180307 nChanged 2010 SP:Iteration 4F (12824.542278 sec): 3 clusters Score: Raw -3225165.181255 + Penalty 1980.944623 = -3223184.236632 nChanged 2283 SP:Iteration 5F (12824.591060 sec): 3 clusters Score: Raw -3226565.433409 + Penalty 1980.944623 = -3224584.488786 nChanged 2264 SP:Iteration 6F (12824.639696 sec): 3 clusters Score: Raw -3228035.081838 + Penalty 1980.944623 = -3226054.137215 nChanged 2043 SP:Iteration 7F (12824.688250 sec): 3 clusters Score: Raw -3229442.298360 + Penalty 1980.944623 = -3227461.353736 nChanged 1670 SP:Iteration 8Q (12824.738964 sec): 3 clusters Score: Raw -3230609.781870 + Penalty 1980.944623 = -3228628.837246 nChanged 1358 SP:Iteration 9Q (12824.788555 sec): 3 clusters Score: Raw -3231529.733854 + Penalty 1980.944623 = -3229548.789230 nChanged 1022 SP:Iteration 10Q (12824.837807 sec): 3 clusters Score: Raw -3232135.247124 + Penalty 1980.944623 = -3230154.302501 nChanged 760 SP:Iteration 11Q (12824.886163 sec): 3 clusters Score: Raw -3232507.248301 + Penalty 1980.944623 = -3230526.303678 nChanged 560 SP:Iteration 12Q (12824.933978 sec): 3 clusters Score: Raw -3232713.424745 + Penalty 1980.944623 = -3230732.480122 nChanged 448 SP:Iteration 13Q (12824.981152 sec): 3 clusters Score: Raw -3232864.666547 + Penalty 1980.944623 = -3230883.721924 nChanged 408 SP:Iteration 14Q (12825.027779 sec): 3 clusters Score: Raw -3232996.144205 + Penalty 1980.944623 = -3231015.199581 nChanged 410 SP:Iteration 15Q (12825.074042 sec): 3 clusters Score: Raw -3233115.096272 + Penalty 1980.944623 = -3231134.151649 nChanged 387 SP:Iteration 16Q (12825.120209 sec): 3 clusters Score: Raw -3233220.217769 + Penalty 1980.944623 = -3231239.273146 nChanged 359 SP:Iteration 17Q (12825.166219 sec): 3 clusters Score: Raw -3233309.682639 + Penalty 1980.944623 = -3231328.738015 nChanged 328 SP:Iteration 18Q (12825.211826 sec): 3 clusters Score: Raw -3233387.875387 + Penalty 1980.944623 = -3231406.930764 nChanged 312 SP:Iteration 19Q (12825.257150 sec): 3 clusters Score: Raw -3233457.819435 + Penalty 1980.944623 = -3231476.874812 nChanged 272 SP:Iteration 20F (12825.305889 sec): 3 clusters Score: Raw -3233517.614424 + Penalty 1980.944623 = -3231536.669801 nChanged 289 SP:Iteration 21Q (12825.352255 sec): 3 clusters Score: Raw -3233593.824243 + Penalty 1980.944623 = -3231612.879620 nChanged 316 SP:Iteration 22Q (12825.397309 sec): 3 clusters Score: Raw -3233687.882368 + Penalty 1980.944623 = -3231706.937745 nChanged 311 SP:Iteration 23Q (12825.442054 sec): 3 clusters Score: Raw -3233782.585510 + Penalty 1980.944623 = -3231801.640887 nChanged 319 SP:Iteration 24Q (12825.486258 sec): 3 clusters Score: Raw -3233882.091899 + Penalty 1980.944623 = -3231901.147275 nChanged 291 SP:Iteration 25Q (12825.530734 sec): 3 clusters Score: Raw -3233968.844250 + Penalty 1980.944623 = -3231987.899627 nChanged 275 SP:Iteration 26Q (12825.575050 sec): 3 clusters Score: Raw -3234049.304190 + Penalty 1980.944623 = -3232068.359567 nChanged 281 SP:Iteration 27Q (12825.618819 sec): 3 clusters Score: Raw -3234130.153416 + Penalty 1980.944623 = -3232149.208793 nChanged 253 SP:Iteration 28Q (12825.662599 sec): 3 clusters Score: Raw -3234202.887998 + Penalty 1980.944623 = -3232221.943375 nChanged 245 SP:Iteration 29Q (12825.706069 sec): 3 clusters Score: Raw -3234270.651369 + Penalty 1980.944623 = -3232289.706746 nChanged 225 SP:Iteration 30Q (12825.767347 sec): 3 clusters Score: Raw -3234337.788230 + Penalty 1980.944623 = -3232356.843607 nChanged 221 SP:Iteration 31Q (12825.839966 sec): 3 clusters Score: Raw -3234399.507132 + Penalty 1980.944623 = -3232418.562509 nChanged 189 SP:Iteration 32Q (12825.894400 sec): 3 clusters Score: Raw -3234450.452137 + Penalty 1980.944623 = -3232469.507514 nChanged 184 SP:Iteration 33Q (12825.937025 sec): 3 clusters Score: Raw -3234497.173525 + Penalty 1980.944623 = -3232516.228902 nChanged 169 SP:Iteration 34Q (12825.979836 sec): 3 clusters Score: Raw -3234542.071177 + Penalty 1980.944623 = -3232561.126554 nChanged 163 SP:Iteration 35Q (12826.022524 sec): 3 clusters Score: Raw -3234586.164655 + Penalty 1980.944623 = -3232605.220031 nChanged 175 SP:Iteration 36Q (12826.064605 sec): 3 clusters Score: Raw -3234631.642870 + Penalty 1980.944623 = -3232650.698247 nChanged 146 SP:Iteration 37Q (12826.106989 sec): 3 clusters Score: Raw -3234671.365219 + Penalty 1980.944623 = -3232690.420596 nChanged 131 SP:Iteration 38Q (12826.149184 sec): 3 clusters Score: Raw -3234708.440247 + Penalty 1980.944623 = -3232727.495624 nChanged 136 SP:Iteration 39Q (12826.191075 sec): 3 clusters Score: Raw -3234751.484091 + Penalty 1980.944623 = -3232770.539468 nChanged 141 SP:Iteration 40F (12826.238706 sec): 3 clusters Score: Raw -3234796.682869 + Penalty 1980.944623 = -3232815.738246 nChanged 135 SP:Iteration 41Q (12826.281669 sec): 3 clusters Score: Raw -3234841.461585 + Penalty 1980.944623 = -3232860.516962 nChanged 134 SP:Iteration 42Q (12826.323148 sec): 3 clusters Score: Raw -3234886.706065 + Penalty 1980.944623 = -3232905.761442 nChanged 128 SP:Iteration 43Q (12826.364891 sec): 3 clusters Score: Raw -3234934.942318 + Penalty 1980.944623 = -3232953.997695 nChanged 121 SP:Iteration 44Q (12826.406453 sec): 3 clusters Score: Raw -3234987.546934 + Penalty 1980.944623 = -3233006.602311 nChanged 118 SP:Iteration 45Q (12826.447907 sec): 3 clusters Score: Raw -3235042.878130 + Penalty 1980.944623 = -3233061.933507 nChanged 130 SP:Iteration 46Q (12826.527476 sec): 3 clusters Score: Raw -3235099.546429 + Penalty 1980.944623 = -3233118.601806 nChanged 106 SP:Iteration 47Q (12826.576234 sec): 3 clusters Score: Raw -3235150.625924 + Penalty 1980.944623 = -3233169.681301 nChanged 96 SP:Iteration 48Q (12826.616953 sec): 3 clusters Score: Raw -3235186.644160 + Penalty 1980.944623 = -3233205.699537 nChanged 61 SP:Iteration 49Q (12826.658264 sec): 3 clusters Score: Raw -3235208.282833 + Penalty 1980.944623 = -3233227.338210 nChanged 40 SP:Iteration 50Q (12826.699192 sec): 3 clusters Score: Raw -3235218.711344 + Penalty 1980.944623 = -3233237.766721 nChanged 37 SP:Iteration 51Q (12826.740259 sec): 3 clusters Score: Raw -3235229.312869 + Penalty 1980.944623 = -3233248.368246 nChanged 37 SP:Iteration 52Q (12826.781384 sec): 3 clusters Score: Raw -3235239.900032 + Penalty 1980.944623 = -3233258.955409 nChanged 31 SP:Iteration 53Q (12826.822344 sec): 3 clusters Score: Raw -3235248.660823 + Penalty 1980.944623 = -3233267.716199 nChanged 28 SP:Iteration 54Q (12826.863110 sec): 3 clusters Score: Raw -3235256.715141 + Penalty 1980.944623 = -3233275.770518 nChanged 29 SP:Iteration 55Q (12826.903593 sec): 3 clusters Score: Raw -3235264.066793 + Penalty 1980.944623 = -3233283.122170 nChanged 22 SP:Iteration 56Q (12826.944292 sec): 3 clusters Score: Raw -3235269.671187 + Penalty 1980.944623 = -3233288.726564 nChanged 23 SP:Iteration 57Q (12826.985081 sec): 3 clusters Score: Raw -3235274.713843 + Penalty 1980.944623 = -3233293.769220 nChanged 22 SP:Iteration 58Q (12827.025660 sec): 3 clusters Score: Raw -3235281.359809 + Penalty 1980.944623 = -3233300.415186 nChanged 17 SP:Iteration 59Q (12827.066352 sec): 3 clusters Score: Raw -3235285.814690 + Penalty 1980.944623 = -3233304.870067 nChanged 14 SP:Iteration 60F (12827.113416 sec): 3 clusters Score: Raw -3235289.626083 + Penalty 1980.944623 = -3233308.681460 nChanged 15 SP:Iteration 61Q (12827.155197 sec): 3 clusters Score: Raw -3235292.697304 + Penalty 1980.944623 = -3233311.752681 nChanged 14 SP:Iteration 62Q (12827.195885 sec): 3 clusters Score: Raw -3235295.453635 + Penalty 1980.944623 = -3233314.509012 nChanged 11 SP:Iteration 63Q (12827.236215 sec): 3 clusters Score: Raw -3235297.439772 + Penalty 1980.944623 = -3233316.495149 nChanged 12 SP:Iteration 64Q (12827.277007 sec): 3 clusters Score: Raw -3235300.189845 + Penalty 1980.944623 = -3233319.245222 nChanged 7 SP:Iteration 65Q (12827.317486 sec): 3 clusters Score: Raw -3235301.508237 + Penalty 1980.944623 = -3233320.563614 nChanged 10 SP:Iteration 66Q (12827.358181 sec): 3 clusters Score: Raw -3235303.981707 + Penalty 1980.944623 = -3233323.037084 nChanged 9 SP:Iteration 67Q (12827.398834 sec): 3 clusters Score: Raw -3235305.839462 + Penalty 1980.944623 = -3233324.894839 nChanged 8 SP:Iteration 68Q (12827.439376 sec): 3 clusters Score: Raw -3235308.185360 + Penalty 1980.944623 = -3233327.240737 nChanged 11 SP:Iteration 69Q (12827.480234 sec): 3 clusters Score: Raw -3235311.576780 + Penalty 1980.944623 = -3233330.632157 nChanged 9 SP:Iteration 70Q (12827.520618 sec): 3 clusters Score: Raw -3235313.080843 + Penalty 1980.944623 = -3233332.136220 nChanged 8 SP:Iteration 71Q (12827.561386 sec): 3 clusters Score: Raw -3235315.934129 + Penalty 1980.944623 = -3233334.989506 nChanged 16 SP:Iteration 72Q (12827.601887 sec): 3 clusters Score: Raw -3235319.677779 + Penalty 1980.944623 = -3233338.733156 nChanged 15 SP:Iteration 73Q (12827.642548 sec): 3 clusters Score: Raw -3235324.115738 + Penalty 1980.944623 = -3233343.171115 nChanged 14 SP:Iteration 74Q (12827.683288 sec): 3 clusters Score: Raw -3235331.321265 + Penalty 1980.944623 = -3233350.376642 nChanged 19 SP:Iteration 75Q (12827.723680 sec): 3 clusters Score: Raw -3235336.145610 + Penalty 1980.944623 = -3233355.200987 nChanged 10 SP:Iteration 76Q (12827.764424 sec): 3 clusters Score: Raw -3235338.280152 + Penalty 1980.944623 = -3233357.335529 nChanged 7 SP:Iteration 77Q (12827.804807 sec): 3 clusters Score: Raw -3235340.944651 + Penalty 1980.944623 = -3233360.000028 nChanged 8 SP:Iteration 78Q (12827.845404 sec): 3 clusters Score: Raw -3235342.282898 + Penalty 1980.944623 = -3233361.338275 nChanged 6 SP:Iteration 79Q (12827.886073 sec): 3 clusters Score: Raw -3235343.534974 + Penalty 1980.944623 = -3233362.590351 nChanged 6 SP:Iteration 80F (12827.933114 sec): 3 clusters Score: Raw -3235344.770002 + Penalty 1980.944623 = -3233363.825378 nChanged 4 SP:Iteration 81Q (12827.974673 sec): 3 clusters Score: Raw -3235345.711691 + Penalty 1980.944623 = -3233364.767067 nChanged 6 SP:Iteration 82Q (12828.015453 sec): 3 clusters Score: Raw -3235346.747758 + Penalty 1980.944623 = -3233365.803135 nChanged 3 SP:Iteration 83Q (12828.055886 sec): 3 clusters Score: Raw -3235347.665707 + Penalty 1980.944623 = -3233366.721084 nChanged 3 SP:Iteration 84Q (12828.096530 sec): 3 clusters Score: Raw -3235348.343156 + Penalty 1980.944623 = -3233367.398533 nChanged 2 SP:Iteration 85Q (12828.136975 sec): 3 clusters Score: Raw -3235349.424467 + Penalty 1980.944623 = -3233368.479844 nChanged 5 SP:Iteration 86Q (12828.177616 sec): 3 clusters Score: Raw -3235350.695361 + Penalty 1980.944623 = -3233369.750738 nChanged 7 SP:Iteration 87Q (12828.218266 sec): 3 clusters Score: Raw -3235352.117102 + Penalty 1980.944623 = -3233371.172479 nChanged 3 SP:Iteration 88Q (12828.258648 sec): 3 clusters Score: Raw -3235353.124494 + Penalty 1980.944623 = -3233372.179870 nChanged 6 SP:Iteration 89Q (12828.299356 sec): 3 clusters Score: Raw -3235354.312935 + Penalty 1980.944623 = -3233373.368311 nChanged 1 SP:Iteration 90Q (12828.339731 sec): 3 clusters Score: Raw -3235354.452819 + Penalty 1980.944623 = -3233373.508196 nChanged 1 SP:Iteration 91Q (12828.380490 sec): 3 clusters Score: Raw -3235354.607957 + Penalty 1980.944623 = -3233373.663334 nChanged 3 SP:Iteration 92Q (12828.420740 sec): 3 clusters Score: Raw -3235355.049798 + Penalty 1980.944623 = -3233374.105175 nChanged 2 SP:Iteration 93Q (12828.461419 sec): 3 clusters Score: Raw -3235355.612527 + Penalty 1980.944623 = -3233374.667904 nChanged 2 SP:Iteration 94Q (12828.501993 sec): 3 clusters Score: Raw -3235356.250936 + Penalty 1980.944623 = -3233375.306313 nChanged 2 SP:Iteration 95Q (12828.542317 sec): 3 clusters Score: Raw -3235356.551474 + Penalty 1980.944623 = -3233375.606851 nChanged 1 SP:Iteration 96Q (12828.583137 sec): 3 clusters Score: Raw -3235356.697938 + Penalty 1980.944623 = -3233375.753315 nChanged 1 SP:Iteration 97Q (12828.623423 sec): 3 clusters Score: Raw -3235356.916465 + Penalty 1980.944623 = -3233375.971842 nChanged 0 SP:Iteration 98F (12828.670678 sec): 3 clusters Score: Raw -3235356.916465 + Penalty 1980.944623 = -3233375.971842 nChanged 0 Trying to split cluster 14 (64377 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12828.739620 sec): 2 clusters Score: Raw -5873671.567054 + Penalty 1051.888612 = -5872619.678442 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12828.831424 sec): 3 clusters Score: Raw -5831577.369923 + Penalty 2103.777224 = -5829473.592699 nChanged 30836 SP:Iteration 1F (12828.919186 sec): 3 clusters Score: Raw -5850013.793224 + Penalty 2103.777224 = -5847910.016000 nChanged 3180 SP:Iteration 2Q (12829.011010 sec): 3 clusters Score: Raw -5851295.576538 + Penalty 2103.777224 = -5849191.799314 nChanged 3731 SP:Iteration 3F (12829.098192 sec): 3 clusters Score: Raw -5853277.537540 + Penalty 2103.777224 = -5851173.760316 nChanged 4554 SP:Iteration 4F (12829.185312 sec): 3 clusters Score: Raw -5856412.886747 + Penalty 2103.777224 = -5854309.109523 nChanged 5389 SP:Iteration 5F (12829.272581 sec): 3 clusters Score: Raw -5861079.301421 + Penalty 2103.777224 = -5858975.524197 nChanged 5325 SP:Iteration 6F (12829.359777 sec): 3 clusters Score: Raw -5866298.862937 + Penalty 2103.777224 = -5864195.085713 nChanged 4035 SP:Iteration 7F (12829.446809 sec): 3 clusters Score: Raw -5870436.927228 + Penalty 2103.777224 = -5868333.150004 nChanged 2195 SP:Iteration 8Q (12829.531176 sec): 3 clusters Score: Raw -5872637.179504 + Penalty 2103.777224 = -5870533.402280 nChanged 821 SP:Iteration 9Q (12829.609326 sec): 3 clusters Score: Raw -5873435.598151 + Penalty 2103.777224 = -5871331.820927 nChanged 228 SP:Iteration 10Q (12829.682934 sec): 3 clusters Score: Raw -5873677.501504 + Penalty 2103.777224 = -5871573.724280 nChanged 72 SP:Iteration 11Q (12829.754803 sec): 3 clusters Score: Raw -5873763.714079 + Penalty 2103.777224 = -5871659.936855 nChanged 34 SP:Iteration 12Q (12829.826068 sec): 3 clusters Score: Raw -5873796.446850 + Penalty 2103.777224 = -5871692.669626 nChanged 10 SP:Iteration 13Q (12829.897330 sec): 3 clusters Score: Raw -5873807.830138 + Penalty 2103.777224 = -5871704.052913 nChanged 6 SP:Iteration 14Q (12829.968379 sec): 3 clusters Score: Raw -5873817.719619 + Penalty 2103.777224 = -5871713.942394 nChanged 7 SP:Iteration 15Q (12830.039765 sec): 3 clusters Score: Raw -5873826.784960 + Penalty 2103.777224 = -5871723.007736 nChanged 3 SP:Iteration 16Q (12830.110887 sec): 3 clusters Score: Raw -5873830.057990 + Penalty 2103.777224 = -5871726.280766 nChanged 0 SP:Iteration 17F (12830.197101 sec): 3 clusters Score: Raw -5873830.057990 + Penalty 2103.777224 = -5871726.280766 nChanged 0 Trying to split cluster 15 (4524 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12830.206032 sec): 2 clusters Score: Raw -417149.993323 + Penalty 799.629425 = -416350.363898 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12830.223298 sec): 3 clusters Score: Raw -414680.720872 + Penalty 1599.258849 = -413081.462023 nChanged 1890 SP:Iteration 1F (12830.239145 sec): 3 clusters Score: Raw -415636.388960 + Penalty 1599.258849 = -414037.130111 nChanged 296 SP:Iteration 2F (12830.255229 sec): 3 clusters Score: Raw -415771.407507 + Penalty 1599.258849 = -414172.148658 nChanged 238 SP:Iteration 3F (12830.271303 sec): 3 clusters Score: Raw -415894.356973 + Penalty 1599.258849 = -414295.098124 nChanged 217 SP:Iteration 4Q (12830.287181 sec): 3 clusters Score: Raw -415998.766577 + Penalty 1599.258849 = -414399.507728 nChanged 209 SP:Iteration 5Q (12830.303259 sec): 3 clusters Score: Raw -416117.067078 + Penalty 1599.258849 = -414517.808229 nChanged 218 SP:Iteration 6Q (12830.319302 sec): 3 clusters Score: Raw -416254.454500 + Penalty 1599.258849 = -414655.195651 nChanged 218 SP:Iteration 7Q (12830.335326 sec): 3 clusters Score: Raw -416394.287532 + Penalty 1599.258849 = -414795.028683 nChanged 193 SP:Iteration 8Q (12830.351329 sec): 3 clusters Score: Raw -416530.778331 + Penalty 1599.258849 = -414931.519482 nChanged 172 SP:Iteration 9Q (12830.367168 sec): 3 clusters Score: Raw -416648.508428 + Penalty 1599.258849 = -415049.249579 nChanged 145 SP:Iteration 10Q (12830.383109 sec): 3 clusters Score: Raw -416742.687064 + Penalty 1599.258849 = -415143.428214 nChanged 139 SP:Iteration 11Q (12830.399029 sec): 3 clusters Score: Raw -416839.168330 + Penalty 1599.258849 = -415239.909481 nChanged 114 SP:Iteration 12Q (12830.414869 sec): 3 clusters Score: Raw -416924.243006 + Penalty 1599.258849 = -415324.984157 nChanged 104 SP:Iteration 13Q (12830.430580 sec): 3 clusters Score: Raw -417009.105520 + Penalty 1599.258849 = -415409.846671 nChanged 80 SP:Iteration 14Q (12830.446127 sec): 3 clusters Score: Raw -417075.163765 + Penalty 1599.258849 = -415475.904916 nChanged 61 SP:Iteration 15Q (12830.461600 sec): 3 clusters Score: Raw -417124.304132 + Penalty 1599.258849 = -415525.045283 nChanged 57 SP:Iteration 16Q (12830.476945 sec): 3 clusters Score: Raw -417171.692129 + Penalty 1599.258849 = -415572.433279 nChanged 54 SP:Iteration 17Q (12830.492288 sec): 3 clusters Score: Raw -417209.628472 + Penalty 1599.258849 = -415610.369623 nChanged 41 SP:Iteration 18Q (12830.507515 sec): 3 clusters Score: Raw -417241.576117 + Penalty 1599.258849 = -415642.317268 nChanged 31 SP:Iteration 19Q (12830.522716 sec): 3 clusters Score: Raw -417264.759018 + Penalty 1599.258849 = -415665.500169 nChanged 31 SP:Iteration 20F (12830.538630 sec): 3 clusters Score: Raw -417288.332386 + Penalty 1599.258849 = -415689.073537 nChanged 16 SP:Iteration 21Q (12830.553707 sec): 3 clusters Score: Raw -417299.182512 + Penalty 1599.258849 = -415699.923663 nChanged 16 SP:Iteration 22Q (12830.568572 sec): 3 clusters Score: Raw -417308.657368 + Penalty 1599.258849 = -415709.398519 nChanged 17 SP:Iteration 23Q (12830.583618 sec): 3 clusters Score: Raw -417317.466898 + Penalty 1599.258849 = -415718.208049 nChanged 14 SP:Iteration 24Q (12830.598451 sec): 3 clusters Score: Raw -417326.777527 + Penalty 1599.258849 = -415727.518678 nChanged 13 SP:Iteration 25Q (12830.613451 sec): 3 clusters Score: Raw -417333.364854 + Penalty 1599.258849 = -415734.106005 nChanged 8 SP:Iteration 26Q (12830.628250 sec): 3 clusters Score: Raw -417336.391841 + Penalty 1599.258849 = -415737.132992 nChanged 7 SP:Iteration 27Q (12830.643229 sec): 3 clusters Score: Raw -417339.273625 + Penalty 1599.258849 = -415740.014776 nChanged 6 SP:Iteration 28Q (12830.658181 sec): 3 clusters Score: Raw -417341.869195 + Penalty 1599.258849 = -415742.610345 nChanged 1 SP:Iteration 29Q (12830.673112 sec): 3 clusters Score: Raw -417342.141127 + Penalty 1599.258849 = -415742.882278 nChanged 0 SP:Iteration 30F (12830.689051 sec): 3 clusters Score: Raw -417342.141127 + Penalty 1599.258849 = -415742.882278 nChanged 0 Trying to split cluster 16 (19724 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12830.721407 sec): 2 clusters Score: Raw -1901531.470885 + Penalty 939.511187 = -1900591.959697 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12830.759002 sec): 3 clusters Score: Raw -1889185.565828 + Penalty 1879.022375 = -1887306.543453 nChanged 9274 SP:Iteration 1F (12830.794198 sec): 3 clusters Score: Raw -1894465.165620 + Penalty 1879.022375 = -1892586.143245 nChanged 1041 SP:Iteration 2F (12830.829629 sec): 3 clusters Score: Raw -1894938.995441 + Penalty 1879.022375 = -1893059.973066 nChanged 1123 SP:Iteration 3F (12830.865340 sec): 3 clusters Score: Raw -1895567.213073 + Penalty 1879.022375 = -1893688.190698 nChanged 1225 SP:Iteration 4F (12830.900756 sec): 3 clusters Score: Raw -1896343.619797 + Penalty 1879.022375 = -1894464.597422 nChanged 1228 SP:Iteration 5F (12830.936168 sec): 3 clusters Score: Raw -1897109.762223 + Penalty 1879.022375 = -1895230.739848 nChanged 1192 SP:Iteration 6F (12830.971878 sec): 3 clusters Score: Raw -1897851.988851 + Penalty 1879.022375 = -1895972.966476 nChanged 1114 SP:Iteration 7F (12831.007281 sec): 3 clusters Score: Raw -1898527.215797 + Penalty 1879.022375 = -1896648.193422 nChanged 978 SP:Iteration 8Q (12831.042568 sec): 3 clusters Score: Raw -1899054.247031 + Penalty 1879.022375 = -1897175.224656 nChanged 836 SP:Iteration 9Q (12831.077383 sec): 3 clusters Score: Raw -1899444.557886 + Penalty 1879.022375 = -1897565.535511 nChanged 648 SP:Iteration 10Q (12831.112313 sec): 3 clusters Score: Raw -1899718.102685 + Penalty 1879.022375 = -1897839.080310 nChanged 508 SP:Iteration 11Q (12831.146958 sec): 3 clusters Score: Raw -1899876.473673 + Penalty 1879.022375 = -1897997.451298 nChanged 362 SP:Iteration 12Q (12831.181458 sec): 3 clusters Score: Raw -1899964.754256 + Penalty 1879.022375 = -1898085.731881 nChanged 258 SP:Iteration 13Q (12831.216150 sec): 3 clusters Score: Raw -1900013.060854 + Penalty 1879.022375 = -1898134.038479 nChanged 197 SP:Iteration 14Q (12831.250422 sec): 3 clusters Score: Raw -1900052.199150 + Penalty 1879.022375 = -1898173.176775 nChanged 180 SP:Iteration 15Q (12831.284628 sec): 3 clusters Score: Raw -1900083.256971 + Penalty 1879.022375 = -1898204.234596 nChanged 158 SP:Iteration 16Q (12831.318961 sec): 3 clusters Score: Raw -1900109.878001 + Penalty 1879.022375 = -1898230.855626 nChanged 150 SP:Iteration 17Q (12831.353416 sec): 3 clusters Score: Raw -1900133.879245 + Penalty 1879.022375 = -1898254.856870 nChanged 130 SP:Iteration 18Q (12831.387749 sec): 3 clusters Score: Raw -1900153.488767 + Penalty 1879.022375 = -1898274.466392 nChanged 139 SP:Iteration 19Q (12831.457669 sec): 3 clusters Score: Raw -1900174.378174 + Penalty 1879.022375 = -1898295.355799 nChanged 140 SP:Iteration 20F (12831.487756 sec): 3 clusters Score: Raw -1900196.566952 + Penalty 1879.022375 = -1898317.544577 nChanged 136 SP:Iteration 21Q (12831.522626 sec): 3 clusters Score: Raw -1900222.368847 + Penalty 1879.022375 = -1898343.346472 nChanged 162 SP:Iteration 22Q (12831.556960 sec): 3 clusters Score: Raw -1900258.546914 + Penalty 1879.022375 = -1898379.524539 nChanged 166 SP:Iteration 23Q (12831.591261 sec): 3 clusters Score: Raw -1900290.076458 + Penalty 1879.022375 = -1898411.054083 nChanged 145 SP:Iteration 24Q (12831.625657 sec): 3 clusters Score: Raw -1900316.440673 + Penalty 1879.022375 = -1898437.418298 nChanged 152 SP:Iteration 25Q (12831.659824 sec): 3 clusters Score: Raw -1900346.212266 + Penalty 1879.022375 = -1898467.189891 nChanged 165 SP:Iteration 26Q (12831.694338 sec): 3 clusters Score: Raw -1900377.496645 + Penalty 1879.022375 = -1898498.474270 nChanged 152 SP:Iteration 27Q (12831.728779 sec): 3 clusters Score: Raw -1900404.695829 + Penalty 1879.022375 = -1898525.673454 nChanged 146 SP:Iteration 28Q (12831.763215 sec): 3 clusters Score: Raw -1900431.275829 + Penalty 1879.022375 = -1898552.253454 nChanged 159 SP:Iteration 29Q (12831.797844 sec): 3 clusters Score: Raw -1900461.863802 + Penalty 1879.022375 = -1898582.841427 nChanged 167 SP:Iteration 30Q (12831.831892 sec): 3 clusters Score: Raw -1900493.303558 + Penalty 1879.022375 = -1898614.281183 nChanged 168 SP:Iteration 31Q (12831.866755 sec): 3 clusters Score: Raw -1900529.931978 + Penalty 1879.022375 = -1898650.909603 nChanged 178 SP:Iteration 32Q (12831.909908 sec): 3 clusters Score: Raw -1900565.128739 + Penalty 1879.022375 = -1898686.106364 nChanged 162 SP:Iteration 33Q (12831.951333 sec): 3 clusters Score: Raw -1900601.212418 + Penalty 1879.022375 = -1898722.190043 nChanged 150 SP:Iteration 34Q (12831.993769 sec): 3 clusters Score: Raw -1900631.051880 + Penalty 1879.022375 = -1898752.029505 nChanged 151 SP:Iteration 35Q (12832.027802 sec): 3 clusters Score: Raw -1900659.250175 + Penalty 1879.022375 = -1898780.227800 nChanged 158 SP:Iteration 36Q (12832.062043 sec): 3 clusters Score: Raw -1900688.036178 + Penalty 1879.022375 = -1898809.013803 nChanged 145 SP:Iteration 37Q (12832.096495 sec): 3 clusters Score: Raw -1900718.059111 + Penalty 1879.022375 = -1898839.036736 nChanged 151 SP:Iteration 38Q (12832.130783 sec): 3 clusters Score: Raw -1900751.887778 + Penalty 1879.022375 = -1898872.865403 nChanged 170 SP:Iteration 39Q (12832.165082 sec): 3 clusters Score: Raw -1900797.604892 + Penalty 1879.022375 = -1898918.582517 nChanged 163 SP:Iteration 40F (12832.200413 sec): 3 clusters Score: Raw -1900851.422412 + Penalty 1879.022375 = -1898972.400037 nChanged 189 SP:Iteration 41Q (12832.234956 sec): 3 clusters Score: Raw -1900917.889660 + Penalty 1879.022375 = -1899038.867285 nChanged 213 SP:Iteration 42Q (12832.269410 sec): 3 clusters Score: Raw -1900994.632637 + Penalty 1879.022375 = -1899115.610262 nChanged 203 SP:Iteration 43Q (12832.303910 sec): 3 clusters Score: Raw -1901064.949353 + Penalty 1879.022375 = -1899185.926978 nChanged 207 SP:Iteration 44Q (12832.338335 sec): 3 clusters Score: Raw -1901131.964652 + Penalty 1879.022375 = -1899252.942277 nChanged 176 SP:Iteration 45Q (12832.373006 sec): 3 clusters Score: Raw -1901180.673151 + Penalty 1879.022375 = -1899301.650776 nChanged 149 SP:Iteration 46Q (12832.407306 sec): 3 clusters Score: Raw -1901213.289172 + Penalty 1879.022375 = -1899334.266797 nChanged 114 SP:Iteration 47Q (12832.441904 sec): 3 clusters Score: Raw -1901235.622215 + Penalty 1879.022375 = -1899356.599840 nChanged 110 SP:Iteration 48Q (12832.476268 sec): 3 clusters Score: Raw -1901250.844039 + Penalty 1879.022375 = -1899371.821664 nChanged 94 SP:Iteration 49Q (12832.510613 sec): 3 clusters Score: Raw -1901262.164461 + Penalty 1879.022375 = -1899383.142086 nChanged 92 SP:Iteration 50Q (12832.545069 sec): 3 clusters Score: Raw -1901274.351295 + Penalty 1879.022375 = -1899395.328920 nChanged 88 SP:Iteration 51Q (12832.579528 sec): 3 clusters Score: Raw -1901286.590212 + Penalty 1879.022375 = -1899407.567837 nChanged 82 SP:Iteration 52Q (12832.613943 sec): 3 clusters Score: Raw -1901297.016944 + Penalty 1879.022375 = -1899417.994569 nChanged 76 SP:Iteration 53Q (12832.648383 sec): 3 clusters Score: Raw -1901305.320449 + Penalty 1879.022375 = -1899426.298074 nChanged 62 SP:Iteration 54Q (12832.682761 sec): 3 clusters Score: Raw -1901311.330673 + Penalty 1879.022375 = -1899432.308298 nChanged 62 SP:Iteration 55Q (12832.717381 sec): 3 clusters Score: Raw -1901317.354629 + Penalty 1879.022375 = -1899438.332254 nChanged 46 SP:Iteration 56Q (12832.751838 sec): 3 clusters Score: Raw -1901321.345346 + Penalty 1879.022375 = -1899442.322971 nChanged 49 SP:Iteration 57Q (12832.786351 sec): 3 clusters Score: Raw -1901324.967241 + Penalty 1879.022375 = -1899445.944866 nChanged 50 SP:Iteration 58Q (12832.820740 sec): 3 clusters Score: Raw -1901329.141587 + Penalty 1879.022375 = -1899450.119212 nChanged 57 SP:Iteration 59Q (12832.855124 sec): 3 clusters Score: Raw -1901334.016434 + Penalty 1879.022375 = -1899454.994059 nChanged 53 SP:Iteration 60F (12832.890448 sec): 3 clusters Score: Raw -1901339.528118 + Penalty 1879.022375 = -1899460.505743 nChanged 64 SP:Iteration 61Q (12832.925237 sec): 3 clusters Score: Raw -1901346.855194 + Penalty 1879.022375 = -1899467.832819 nChanged 65 SP:Iteration 62Q (12832.959833 sec): 3 clusters Score: Raw -1901353.785476 + Penalty 1879.022375 = -1899474.763101 nChanged 54 SP:Iteration 63Q (12832.994499 sec): 3 clusters Score: Raw -1901358.069353 + Penalty 1879.022375 = -1899479.046978 nChanged 45 SP:Iteration 64Q (12833.029076 sec): 3 clusters Score: Raw -1901361.328522 + Penalty 1879.022375 = -1899482.306147 nChanged 46 SP:Iteration 65Q (12833.063688 sec): 3 clusters Score: Raw -1901365.425685 + Penalty 1879.022375 = -1899486.403310 nChanged 54 SP:Iteration 66Q (12833.098195 sec): 3 clusters Score: Raw -1901370.220889 + Penalty 1879.022375 = -1899491.198514 nChanged 61 SP:Iteration 67Q (12833.133002 sec): 3 clusters Score: Raw -1901376.595548 + Penalty 1879.022375 = -1899497.573173 nChanged 59 SP:Iteration 68Q (12833.167454 sec): 3 clusters Score: Raw -1901383.038527 + Penalty 1879.022375 = -1899504.016152 nChanged 57 SP:Iteration 69Q (12833.202218 sec): 3 clusters Score: Raw -1901389.531584 + Penalty 1879.022375 = -1899510.509209 nChanged 51 SP:Iteration 70Q (12833.236767 sec): 3 clusters Score: Raw -1901395.561670 + Penalty 1879.022375 = -1899516.539295 nChanged 58 SP:Iteration 71Q (12833.271341 sec): 3 clusters Score: Raw -1901402.894538 + Penalty 1879.022375 = -1899523.872163 nChanged 63 SP:Iteration 72Q (12833.305964 sec): 3 clusters Score: Raw -1901410.118353 + Penalty 1879.022375 = -1899531.095978 nChanged 50 SP:Iteration 73Q (12833.340374 sec): 3 clusters Score: Raw -1901417.056424 + Penalty 1879.022375 = -1899538.034049 nChanged 56 SP:Iteration 74Q (12833.374757 sec): 3 clusters Score: Raw -1901424.369252 + Penalty 1879.022375 = -1899545.346877 nChanged 66 SP:Iteration 75Q (12833.409352 sec): 3 clusters Score: Raw -1901432.944238 + Penalty 1879.022375 = -1899553.921863 nChanged 52 SP:Iteration 76Q (12833.443549 sec): 3 clusters Score: Raw -1901438.744889 + Penalty 1879.022375 = -1899559.722514 nChanged 54 SP:Iteration 77Q (12833.477975 sec): 3 clusters Score: Raw -1901443.727111 + Penalty 1879.022375 = -1899564.704736 nChanged 59 SP:Iteration 78Q (12833.512276 sec): 3 clusters Score: Raw -1901449.753867 + Penalty 1879.022375 = -1899570.731492 nChanged 54 SP:Iteration 79Q (12833.546461 sec): 3 clusters Score: Raw -1901456.053890 + Penalty 1879.022375 = -1899577.031515 nChanged 56 SP:Iteration 80F (12833.581802 sec): 3 clusters Score: Raw -1901463.770721 + Penalty 1879.022375 = -1899584.748346 nChanged 72 SP:Iteration 81Q (12833.616254 sec): 3 clusters Score: Raw -1901474.710052 + Penalty 1879.022375 = -1899595.687677 nChanged 55 SP:Iteration 82Q (12833.650571 sec): 3 clusters Score: Raw -1901483.077673 + Penalty 1879.022375 = -1899604.055298 nChanged 46 SP:Iteration 83Q (12833.684810 sec): 3 clusters Score: Raw -1901488.083211 + Penalty 1879.022375 = -1899609.060836 nChanged 39 SP:Iteration 84Q (12833.718912 sec): 3 clusters Score: Raw -1901493.617540 + Penalty 1879.022375 = -1899614.595165 nChanged 48 SP:Iteration 85Q (12833.753419 sec): 3 clusters Score: Raw -1901498.783257 + Penalty 1879.022375 = -1899619.760882 nChanged 55 SP:Iteration 86Q (12833.787557 sec): 3 clusters Score: Raw -1901504.601858 + Penalty 1879.022375 = -1899625.579483 nChanged 46 SP:Iteration 87Q (12833.821596 sec): 3 clusters Score: Raw -1901508.675949 + Penalty 1879.022375 = -1899629.653574 nChanged 46 SP:Iteration 88Q (12833.855739 sec): 3 clusters Score: Raw -1901512.954541 + Penalty 1879.022375 = -1899633.932166 nChanged 53 SP:Iteration 89Q (12833.889674 sec): 3 clusters Score: Raw -1901520.252566 + Penalty 1879.022375 = -1899641.230191 nChanged 71 SP:Iteration 90Q (12833.923501 sec): 3 clusters Score: Raw -1901531.758643 + Penalty 1879.022375 = -1899652.736268 nChanged 78 SP:Iteration 91Q (12833.957398 sec): 3 clusters Score: Raw -1901543.478051 + Penalty 1879.022375 = -1899664.455676 nChanged 69 SP:Iteration 92Q (12833.991386 sec): 3 clusters Score: Raw -1901553.414723 + Penalty 1879.022375 = -1899674.392348 nChanged 67 SP:Iteration 93Q (12834.025024 sec): 3 clusters Score: Raw -1901562.002967 + Penalty 1879.022375 = -1899682.980592 nChanged 56 SP:Iteration 94Q (12834.058883 sec): 3 clusters Score: Raw -1901569.234314 + Penalty 1879.022375 = -1899690.211939 nChanged 64 SP:Iteration 95Q (12834.092417 sec): 3 clusters Score: Raw -1901577.864106 + Penalty 1879.022375 = -1899698.841731 nChanged 64 SP:Iteration 96Q (12834.126023 sec): 3 clusters Score: Raw -1901585.965092 + Penalty 1879.022375 = -1899706.942717 nChanged 69 SP:Iteration 97Q (12834.159513 sec): 3 clusters Score: Raw -1901595.894996 + Penalty 1879.022375 = -1899716.872621 nChanged 75 SP:Iteration 98Q (12834.192962 sec): 3 clusters Score: Raw -1901606.288206 + Penalty 1879.022375 = -1899727.265831 nChanged 76 SP:Iteration 99Q (12834.226361 sec): 3 clusters Score: Raw -1901614.822373 + Penalty 1879.022375 = -1899735.799998 nChanged 66 SP:Iteration 100F (12834.261739 sec): 3 clusters Score: Raw -1901623.438919 + Penalty 1879.022375 = -1899744.416544 nChanged 71 SP:Iteration 101Q (12834.295109 sec): 3 clusters Score: Raw -1901632.602674 + Penalty 1879.022375 = -1899753.580299 nChanged 66 SP:Iteration 102Q (12834.328216 sec): 3 clusters Score: Raw -1901640.464922 + Penalty 1879.022375 = -1899761.442547 nChanged 52 SP:Iteration 103Q (12834.361413 sec): 3 clusters Score: Raw -1901646.946531 + Penalty 1879.022375 = -1899767.924156 nChanged 55 SP:Iteration 104Q (12834.394636 sec): 3 clusters Score: Raw -1901654.719564 + Penalty 1879.022375 = -1899775.697189 nChanged 60 SP:Iteration 105Q (12834.427763 sec): 3 clusters Score: Raw -1901662.125337 + Penalty 1879.022375 = -1899783.102962 nChanged 64 SP:Iteration 106Q (12834.460806 sec): 3 clusters Score: Raw -1901671.004771 + Penalty 1879.022375 = -1899791.982396 nChanged 67 SP:Iteration 107Q (12834.493792 sec): 3 clusters Score: Raw -1901679.806567 + Penalty 1879.022375 = -1899800.784192 nChanged 66 SP:Iteration 108Q (12834.526596 sec): 3 clusters Score: Raw -1901688.649778 + Penalty 1879.022375 = -1899809.627403 nChanged 60 SP:Iteration 109Q (12834.595410 sec): 3 clusters Score: Raw -1901696.300790 + Penalty 1879.022375 = -1899817.278415 nChanged 60 SP:Iteration 110Q (12834.627821 sec): 3 clusters Score: Raw -1901703.642150 + Penalty 1879.022375 = -1899824.619775 nChanged 61 SP:Iteration 111Q (12834.685201 sec): 3 clusters Score: Raw -1901711.285180 + Penalty 1879.022375 = -1899832.262805 nChanged 64 SP:Iteration 112Q (12834.717629 sec): 3 clusters Score: Raw -1901719.503352 + Penalty 1879.022375 = -1899840.480977 nChanged 67 SP:Iteration 113Q (12834.750144 sec): 3 clusters Score: Raw -1901727.529826 + Penalty 1879.022375 = -1899848.507451 nChanged 45 SP:Iteration 114Q (12834.782676 sec): 3 clusters Score: Raw -1901732.806054 + Penalty 1879.022375 = -1899853.783679 nChanged 52 SP:Iteration 115Q (12834.814996 sec): 3 clusters Score: Raw -1901739.205908 + Penalty 1879.022375 = -1899860.183533 nChanged 45 SP:Iteration 116Q (12834.847314 sec): 3 clusters Score: Raw -1901744.289810 + Penalty 1879.022375 = -1899865.267435 nChanged 52 SP:Iteration 117Q (12834.879756 sec): 3 clusters Score: Raw -1901750.823353 + Penalty 1879.022375 = -1899871.800978 nChanged 59 SP:Iteration 118Q (12834.912205 sec): 3 clusters Score: Raw -1901759.131891 + Penalty 1879.022375 = -1899880.109516 nChanged 44 SP:Iteration 119Q (12834.944639 sec): 3 clusters Score: Raw -1901765.398089 + Penalty 1879.022375 = -1899886.375714 nChanged 55 SP:Iteration 120F (12834.979981 sec): 3 clusters Score: Raw -1901773.122952 + Penalty 1879.022375 = -1899894.100577 nChanged 52 SP:Iteration 121Q (12835.012510 sec): 3 clusters Score: Raw -1901779.687460 + Penalty 1879.022375 = -1899900.665085 nChanged 54 SP:Iteration 122Q (12835.044772 sec): 3 clusters Score: Raw -1901787.830054 + Penalty 1879.022375 = -1899908.807679 nChanged 52 SP:Iteration 123Q (12835.077056 sec): 3 clusters Score: Raw -1901795.523558 + Penalty 1879.022375 = -1899916.501183 nChanged 44 SP:Iteration 124Q (12835.109262 sec): 3 clusters Score: Raw -1901802.921984 + Penalty 1879.022375 = -1899923.899609 nChanged 60 SP:Iteration 125Q (12835.141547 sec): 3 clusters Score: Raw -1901813.243490 + Penalty 1879.022375 = -1899934.221115 nChanged 56 SP:Iteration 126Q (12835.173868 sec): 3 clusters Score: Raw -1901821.464907 + Penalty 1879.022375 = -1899942.442532 nChanged 41 SP:Iteration 127Q (12835.206130 sec): 3 clusters Score: Raw -1901827.487746 + Penalty 1879.022375 = -1899948.465371 nChanged 49 SP:Iteration 128Q (12835.238301 sec): 3 clusters Score: Raw -1901834.565779 + Penalty 1879.022375 = -1899955.543404 nChanged 48 SP:Iteration 129Q (12835.270335 sec): 3 clusters Score: Raw -1901843.209311 + Penalty 1879.022375 = -1899964.186936 nChanged 49 SP:Iteration 130Q (12835.302567 sec): 3 clusters Score: Raw -1901850.851626 + Penalty 1879.022375 = -1899971.829251 nChanged 45 SP:Iteration 131Q (12835.334517 sec): 3 clusters Score: Raw -1901857.290083 + Penalty 1879.022375 = -1899978.267708 nChanged 40 SP:Iteration 132Q (12835.366544 sec): 3 clusters Score: Raw -1901863.496376 + Penalty 1879.022375 = -1899984.474001 nChanged 42 SP:Iteration 133Q (12835.398693 sec): 3 clusters Score: Raw -1901871.734138 + Penalty 1879.022375 = -1899992.711763 nChanged 41 SP:Iteration 134Q (12835.430631 sec): 3 clusters Score: Raw -1901879.047702 + Penalty 1879.022375 = -1900000.025327 nChanged 39 SP:Iteration 135Q (12835.462433 sec): 3 clusters Score: Raw -1901885.179049 + Penalty 1879.022375 = -1900006.156674 nChanged 47 SP:Iteration 136Q (12835.494222 sec): 3 clusters Score: Raw -1901893.389414 + Penalty 1879.022375 = -1900014.367039 nChanged 50 SP:Iteration 137Q (12835.526020 sec): 3 clusters Score: Raw -1901902.667361 + Penalty 1879.022375 = -1900023.644986 nChanged 40 SP:Iteration 138Q (12835.557780 sec): 3 clusters Score: Raw -1901910.201601 + Penalty 1879.022375 = -1900031.179226 nChanged 44 SP:Iteration 139Q (12835.589422 sec): 3 clusters Score: Raw -1901916.834285 + Penalty 1879.022375 = -1900037.811910 nChanged 34 SP:Iteration 140F (12835.624751 sec): 3 clusters Score: Raw -1901921.646898 + Penalty 1879.022375 = -1900042.624523 nChanged 36 SP:Iteration 141Q (12835.656654 sec): 3 clusters Score: Raw -1901926.106409 + Penalty 1879.022375 = -1900047.084034 nChanged 25 SP:Iteration 142Q (12835.688186 sec): 3 clusters Score: Raw -1901930.847878 + Penalty 1879.022375 = -1900051.825503 nChanged 26 SP:Iteration 143Q (12835.719816 sec): 3 clusters Score: Raw -1901934.302365 + Penalty 1879.022375 = -1900055.279990 nChanged 31 SP:Iteration 144Q (12835.751357 sec): 3 clusters Score: Raw -1901938.911677 + Penalty 1879.022375 = -1900059.889302 nChanged 29 SP:Iteration 145Q (12835.782811 sec): 3 clusters Score: Raw -1901943.840719 + Penalty 1879.022375 = -1900064.818344 nChanged 31 SP:Iteration 146Q (12835.814508 sec): 3 clusters Score: Raw -1901948.462319 + Penalty 1879.022375 = -1900069.439944 nChanged 22 SP:Iteration 147Q (12835.845874 sec): 3 clusters Score: Raw -1901951.751412 + Penalty 1879.022375 = -1900072.729037 nChanged 17 SP:Iteration 148Q (12835.877370 sec): 3 clusters Score: Raw -1901954.785935 + Penalty 1879.022375 = -1900075.763560 nChanged 23 SP:Iteration 149Q (12835.909024 sec): 3 clusters Score: Raw -1901958.672486 + Penalty 1879.022375 = -1900079.650111 nChanged 24 SP:Iteration 150Q (12835.940300 sec): 3 clusters Score: Raw -1901962.634945 + Penalty 1879.022375 = -1900083.612570 nChanged 21 SP:Iteration 151Q (12835.971866 sec): 3 clusters Score: Raw -1901964.689033 + Penalty 1879.022375 = -1900085.666658 nChanged 19 SP:Iteration 152Q (12836.003175 sec): 3 clusters Score: Raw -1901966.694625 + Penalty 1879.022375 = -1900087.672250 nChanged 12 SP:Iteration 153Q (12836.034412 sec): 3 clusters Score: Raw -1901968.000755 + Penalty 1879.022375 = -1900088.978380 nChanged 9 SP:Iteration 154Q (12836.065726 sec): 3 clusters Score: Raw -1901968.851417 + Penalty 1879.022375 = -1900089.829042 nChanged 10 SP:Iteration 155Q (12836.096901 sec): 3 clusters Score: Raw -1901970.078977 + Penalty 1879.022375 = -1900091.056602 nChanged 10 SP:Iteration 156Q (12836.128229 sec): 3 clusters Score: Raw -1901971.184253 + Penalty 1879.022375 = -1900092.161878 nChanged 8 SP:Iteration 157Q (12836.159568 sec): 3 clusters Score: Raw -1901971.778460 + Penalty 1879.022375 = -1900092.756085 nChanged 3 SP:Iteration 158Q (12836.190920 sec): 3 clusters Score: Raw -1901971.969080 + Penalty 1879.022375 = -1900092.946705 nChanged 3 SP:Iteration 159Q (12836.222282 sec): 3 clusters Score: Raw -1901972.123898 + Penalty 1879.022375 = -1900093.101523 nChanged 4 SP:Iteration 160F (12836.257533 sec): 3 clusters Score: Raw -1901972.446442 + Penalty 1879.022375 = -1900093.424067 nChanged 4 SP:Iteration 161Q (12836.288837 sec): 3 clusters Score: Raw -1901972.870711 + Penalty 1879.022375 = -1900093.848336 nChanged 2 SP:Iteration 162Q (12836.320332 sec): 3 clusters Score: Raw -1901973.289384 + Penalty 1879.022375 = -1900094.267009 nChanged 2 SP:Iteration 163Q (12836.351506 sec): 3 clusters Score: Raw -1901973.401836 + Penalty 1879.022375 = -1900094.379461 nChanged 0 SP:Iteration 164F (12836.387265 sec): 3 clusters Score: Raw -1901973.401836 + Penalty 1879.022375 = -1900094.379461 nChanged 0 Trying to split cluster 17 (1880 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12836.401847 sec): 2 clusters Score: Raw -171422.580918 + Penalty 716.207570 = -170706.373347 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12836.409492 sec): 3 clusters Score: Raw -170482.343914 + Penalty 1432.415141 = -169049.928773 nChanged 729 SP:Iteration 1F (12836.416517 sec): 3 clusters Score: Raw -170965.285350 + Penalty 1432.415141 = -169532.870210 nChanged 182 SP:Iteration 2F (12836.423525 sec): 3 clusters Score: Raw -171111.924109 + Penalty 1432.415141 = -169679.508969 nChanged 119 SP:Iteration 3F (12836.430543 sec): 3 clusters Score: Raw -171198.989812 + Penalty 1432.415141 = -169766.574672 nChanged 91 SP:Iteration 4Q (12836.437564 sec): 3 clusters Score: Raw -171269.385050 + Penalty 1432.415141 = -169836.969909 nChanged 87 SP:Iteration 5Q (12836.444490 sec): 3 clusters Score: Raw -171336.409925 + Penalty 1432.415141 = -169903.994785 nChanged 74 SP:Iteration 6Q (12836.451461 sec): 3 clusters Score: Raw -171388.590932 + Penalty 1432.415141 = -169956.175791 nChanged 61 SP:Iteration 7Q (12836.458454 sec): 3 clusters Score: Raw -171425.974919 + Penalty 1432.415141 = -169993.559778 nChanged 47 SP:Iteration 8Q (12836.465445 sec): 3 clusters Score: Raw -171456.348856 + Penalty 1432.415141 = -170023.933715 nChanged 55 SP:Iteration 9Q (12836.472351 sec): 3 clusters Score: Raw -171497.066425 + Penalty 1432.415141 = -170064.651284 nChanged 54 SP:Iteration 10Q (12836.479295 sec): 3 clusters Score: Raw -171526.803810 + Penalty 1432.415141 = -170094.388669 nChanged 46 SP:Iteration 11Q (12836.486250 sec): 3 clusters Score: Raw -171556.392532 + Penalty 1432.415141 = -170123.977391 nChanged 49 SP:Iteration 12Q (12836.493215 sec): 3 clusters Score: Raw -171595.787037 + Penalty 1432.415141 = -170163.371896 nChanged 49 SP:Iteration 13Q (12836.500173 sec): 3 clusters Score: Raw -171632.337053 + Penalty 1432.415141 = -170199.921913 nChanged 39 SP:Iteration 14Q (12836.507049 sec): 3 clusters Score: Raw -171660.642536 + Penalty 1432.415141 = -170228.227395 nChanged 38 SP:Iteration 15Q (12836.513971 sec): 3 clusters Score: Raw -171687.147169 + Penalty 1432.415141 = -170254.732028 nChanged 29 SP:Iteration 16Q (12836.520906 sec): 3 clusters Score: Raw -171705.275925 + Penalty 1432.415141 = -170272.860784 nChanged 27 SP:Iteration 17Q (12836.527846 sec): 3 clusters Score: Raw -171725.461735 + Penalty 1432.415141 = -170293.046594 nChanged 32 SP:Iteration 18Q (12836.534771 sec): 3 clusters Score: Raw -171747.823724 + Penalty 1432.415141 = -170315.408583 nChanged 29 SP:Iteration 19Q (12836.541675 sec): 3 clusters Score: Raw -171767.940758 + Penalty 1432.415141 = -170335.525617 nChanged 28 SP:Iteration 20F (12836.548667 sec): 3 clusters Score: Raw -171786.342727 + Penalty 1432.415141 = -170353.927587 nChanged 26 SP:Iteration 21Q (12836.555601 sec): 3 clusters Score: Raw -171805.040723 + Penalty 1432.415141 = -170372.625583 nChanged 30 SP:Iteration 22Q (12836.562538 sec): 3 clusters Score: Raw -171824.072737 + Penalty 1432.415141 = -170391.657596 nChanged 20 SP:Iteration 23Q (12836.569434 sec): 3 clusters Score: Raw -171834.225490 + Penalty 1432.415141 = -170401.810349 nChanged 13 SP:Iteration 24Q (12836.576316 sec): 3 clusters Score: Raw -171839.457334 + Penalty 1432.415141 = -170407.042194 nChanged 6 SP:Iteration 25Q (12836.583199 sec): 3 clusters Score: Raw -171841.090581 + Penalty 1432.415141 = -170408.675440 nChanged 4 SP:Iteration 26Q (12836.590035 sec): 3 clusters Score: Raw -171842.581597 + Penalty 1432.415141 = -170410.166456 nChanged 4 SP:Iteration 27Q (12836.596850 sec): 3 clusters Score: Raw -171844.124515 + Penalty 1432.415141 = -170411.709375 nChanged 2 SP:Iteration 28Q (12836.603648 sec): 3 clusters Score: Raw -171844.575187 + Penalty 1432.415141 = -170412.160046 nChanged 1 SP:Iteration 29Q (12836.610526 sec): 3 clusters Score: Raw -171845.120829 + Penalty 1432.415141 = -170412.705689 nChanged 3 SP:Iteration 30Q (12836.617403 sec): 3 clusters Score: Raw -171846.245186 + Penalty 1432.415141 = -170413.830045 nChanged 1 SP:Iteration 31Q (12836.624333 sec): 3 clusters Score: Raw -171846.753025 + Penalty 1432.415141 = -170414.337884 nChanged 1 SP:Iteration 32Q (12836.631212 sec): 3 clusters Score: Raw -171847.126739 + Penalty 1432.415141 = -170414.711598 nChanged 1 SP:Iteration 33Q (12836.638072 sec): 3 clusters Score: Raw -171847.395676 + Penalty 1432.415141 = -170414.980535 nChanged 0 SP:Iteration 34F (12836.645044 sec): 3 clusters Score: Raw -171847.395676 + Penalty 1432.415141 = -170414.980535 nChanged 0 Trying to split cluster 18 (21196 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12836.679235 sec): 2 clusters Score: Raw -1950988.736287 + Penalty 946.348938 = -1950042.387349 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12836.718447 sec): 3 clusters Score: Raw -1937766.914341 + Penalty 1892.697875 = -1935874.216465 nChanged 9898 SP:Iteration 1F (12836.755419 sec): 3 clusters Score: Raw -1943548.467156 + Penalty 1892.697875 = -1941655.769281 nChanged 1227 SP:Iteration 2F (12836.792530 sec): 3 clusters Score: Raw -1944091.359130 + Penalty 1892.697875 = -1942198.661255 nChanged 1265 SP:Iteration 3F (12836.829682 sec): 3 clusters Score: Raw -1944716.531653 + Penalty 1892.697875 = -1942823.833778 nChanged 1288 SP:Iteration 4F (12836.866728 sec): 3 clusters Score: Raw -1945428.521767 + Penalty 1892.697875 = -1943535.823892 nChanged 1329 SP:Iteration 5F (12836.903830 sec): 3 clusters Score: Raw -1946269.511554 + Penalty 1892.697875 = -1944376.813679 nChanged 1247 SP:Iteration 6F (12836.940748 sec): 3 clusters Score: Raw -1947118.671580 + Penalty 1892.697875 = -1945225.973705 nChanged 1089 SP:Iteration 7F (12836.977900 sec): 3 clusters Score: Raw -1947904.094162 + Penalty 1892.697875 = -1946011.396287 nChanged 906 SP:Iteration 8Q (12837.014925 sec): 3 clusters Score: Raw -1948497.409250 + Penalty 1892.697875 = -1946604.711375 nChanged 697 SP:Iteration 9Q (12837.051320 sec): 3 clusters Score: Raw -1948815.347732 + Penalty 1892.697875 = -1946922.649857 nChanged 487 SP:Iteration 10Q (12837.087435 sec): 3 clusters Score: Raw -1948982.471022 + Penalty 1892.697875 = -1947089.773147 nChanged 330 SP:Iteration 11Q (12837.123042 sec): 3 clusters Score: Raw -1949075.680979 + Penalty 1892.697875 = -1947182.983103 nChanged 252 SP:Iteration 12Q (12837.158582 sec): 3 clusters Score: Raw -1949141.032571 + Penalty 1892.697875 = -1947248.334696 nChanged 218 SP:Iteration 13Q (12837.193890 sec): 3 clusters Score: Raw -1949198.225016 + Penalty 1892.697875 = -1947305.527141 nChanged 199 SP:Iteration 14Q (12837.229396 sec): 3 clusters Score: Raw -1949247.358674 + Penalty 1892.697875 = -1947354.660799 nChanged 188 SP:Iteration 15Q (12837.264701 sec): 3 clusters Score: Raw -1949297.803473 + Penalty 1892.697875 = -1947405.105598 nChanged 184 SP:Iteration 16Q (12837.299741 sec): 3 clusters Score: Raw -1949342.649299 + Penalty 1892.697875 = -1947449.951424 nChanged 164 SP:Iteration 17Q (12837.334973 sec): 3 clusters Score: Raw -1949380.417009 + Penalty 1892.697875 = -1947487.719134 nChanged 161 SP:Iteration 18Q (12837.369832 sec): 3 clusters Score: Raw -1949415.564967 + Penalty 1892.697875 = -1947522.867092 nChanged 160 SP:Iteration 19Q (12837.404671 sec): 3 clusters Score: Raw -1949449.306193 + Penalty 1892.697875 = -1947556.608318 nChanged 158 SP:Iteration 20F (12837.441669 sec): 3 clusters Score: Raw -1949481.980754 + Penalty 1892.697875 = -1947589.282879 nChanged 158 SP:Iteration 21Q (12837.476395 sec): 3 clusters Score: Raw -1949514.698900 + Penalty 1892.697875 = -1947622.001025 nChanged 169 SP:Iteration 22Q (12837.511000 sec): 3 clusters Score: Raw -1949551.304691 + Penalty 1892.697875 = -1947658.606816 nChanged 153 SP:Iteration 23Q (12837.545603 sec): 3 clusters Score: Raw -1949588.447524 + Penalty 1892.697875 = -1947695.749649 nChanged 162 SP:Iteration 24Q (12837.580138 sec): 3 clusters Score: Raw -1949623.009895 + Penalty 1892.697875 = -1947730.312020 nChanged 144 SP:Iteration 25Q (12837.614493 sec): 3 clusters Score: Raw -1949654.004101 + Penalty 1892.697875 = -1947761.306226 nChanged 159 SP:Iteration 26Q (12837.648811 sec): 3 clusters Score: Raw -1949689.493017 + Penalty 1892.697875 = -1947796.795142 nChanged 157 SP:Iteration 27Q (12837.683149 sec): 3 clusters Score: Raw -1949724.681912 + Penalty 1892.697875 = -1947831.984037 nChanged 148 SP:Iteration 28Q (12837.717581 sec): 3 clusters Score: Raw -1949758.642593 + Penalty 1892.697875 = -1947865.944718 nChanged 154 SP:Iteration 29Q (12837.751588 sec): 3 clusters Score: Raw -1949794.980814 + Penalty 1892.697875 = -1947902.282939 nChanged 168 SP:Iteration 30Q (12837.785599 sec): 3 clusters Score: Raw -1949834.968980 + Penalty 1892.697875 = -1947942.271105 nChanged 172 SP:Iteration 31Q (12837.819425 sec): 3 clusters Score: Raw -1949873.193218 + Penalty 1892.697875 = -1947980.495343 nChanged 148 SP:Iteration 32Q (12837.857657 sec): 3 clusters Score: Raw -1949904.686685 + Penalty 1892.697875 = -1948011.988810 nChanged 156 SP:Iteration 33Q (12837.890433 sec): 3 clusters Score: Raw -1949941.581642 + Penalty 1892.697875 = -1948048.883767 nChanged 154 SP:Iteration 34Q (12837.924375 sec): 3 clusters Score: Raw -1949982.415925 + Penalty 1892.697875 = -1948089.718050 nChanged 163 SP:Iteration 35Q (12837.958400 sec): 3 clusters Score: Raw -1950030.869835 + Penalty 1892.697875 = -1948138.171960 nChanged 170 SP:Iteration 36Q (12837.992254 sec): 3 clusters Score: Raw -1950083.334273 + Penalty 1892.697875 = -1948190.636398 nChanged 169 SP:Iteration 37Q (12838.025066 sec): 3 clusters Score: Raw -1950134.096625 + Penalty 1892.697875 = -1948241.398750 nChanged 163 SP:Iteration 38Q (12838.058452 sec): 3 clusters Score: Raw -1950186.069905 + Penalty 1892.697875 = -1948293.372030 nChanged 164 SP:Iteration 39Q (12838.092103 sec): 3 clusters Score: Raw -1950240.770996 + Penalty 1892.697875 = -1948348.073120 nChanged 179 SP:Iteration 40F (12838.129110 sec): 3 clusters Score: Raw -1950307.062044 + Penalty 1892.697875 = -1948414.364169 nChanged 172 SP:Iteration 41Q (12838.162853 sec): 3 clusters Score: Raw -1950378.498682 + Penalty 1892.697875 = -1948485.800807 nChanged 177 SP:Iteration 42Q (12838.195504 sec): 3 clusters Score: Raw -1950450.959876 + Penalty 1892.697875 = -1948558.262001 nChanged 189 SP:Iteration 43Q (12838.228041 sec): 3 clusters Score: Raw -1950534.802669 + Penalty 1892.697875 = -1948642.104794 nChanged 169 SP:Iteration 44Q (12838.285318 sec): 3 clusters Score: Raw -1950618.682756 + Penalty 1892.697875 = -1948725.984881 nChanged 141 SP:Iteration 45Q (12838.317145 sec): 3 clusters Score: Raw -1950684.398876 + Penalty 1892.697875 = -1948791.701001 nChanged 130 SP:Iteration 46Q (12838.349193 sec): 3 clusters Score: Raw -1950750.199678 + Penalty 1892.697875 = -1948857.501803 nChanged 123 SP:Iteration 47Q (12838.381271 sec): 3 clusters Score: Raw -1950812.390013 + Penalty 1892.697875 = -1948919.692138 nChanged 103 SP:Iteration 48Q (12838.413077 sec): 3 clusters Score: Raw -1950855.612615 + Penalty 1892.697875 = -1948962.914740 nChanged 84 SP:Iteration 49Q (12838.444847 sec): 3 clusters Score: Raw -1950893.001710 + Penalty 1892.697875 = -1949000.303835 nChanged 86 SP:Iteration 50Q (12838.476535 sec): 3 clusters Score: Raw -1950931.036079 + Penalty 1892.697875 = -1949038.338204 nChanged 88 SP:Iteration 51Q (12838.508155 sec): 3 clusters Score: Raw -1950974.511291 + Penalty 1892.697875 = -1949081.813416 nChanged 70 SP:Iteration 52Q (12838.539666 sec): 3 clusters Score: Raw -1951006.854752 + Penalty 1892.697875 = -1949114.156877 nChanged 55 SP:Iteration 53Q (12838.571429 sec): 3 clusters Score: Raw -1951028.765960 + Penalty 1892.697875 = -1949136.068085 nChanged 57 SP:Iteration 54Q (12838.602833 sec): 3 clusters Score: Raw -1951053.693901 + Penalty 1892.697875 = -1949160.996026 nChanged 53 SP:Iteration 55Q (12838.634408 sec): 3 clusters Score: Raw -1951083.133622 + Penalty 1892.697875 = -1949190.435747 nChanged 51 SP:Iteration 56Q (12838.666042 sec): 3 clusters Score: Raw -1951116.242448 + Penalty 1892.697875 = -1949223.544573 nChanged 49 SP:Iteration 57Q (12838.697564 sec): 3 clusters Score: Raw -1951149.761038 + Penalty 1892.697875 = -1949257.063163 nChanged 50 SP:Iteration 58Q (12838.728903 sec): 3 clusters Score: Raw -1951178.756803 + Penalty 1892.697875 = -1949286.058927 nChanged 35 SP:Iteration 59Q (12838.760266 sec): 3 clusters Score: Raw -1951198.137128 + Penalty 1892.697875 = -1949305.439253 nChanged 23 SP:Iteration 60F (12838.797064 sec): 3 clusters Score: Raw -1951211.380133 + Penalty 1892.697875 = -1949318.682258 nChanged 19 SP:Iteration 61Q (12838.828544 sec): 3 clusters Score: Raw -1951219.194406 + Penalty 1892.697875 = -1949326.496531 nChanged 15 SP:Iteration 62Q (12838.859956 sec): 3 clusters Score: Raw -1951227.242942 + Penalty 1892.697875 = -1949334.545067 nChanged 10 SP:Iteration 63Q (12838.891288 sec): 3 clusters Score: Raw -1951232.617260 + Penalty 1892.697875 = -1949339.919385 nChanged 11 SP:Iteration 64Q (12838.922433 sec): 3 clusters Score: Raw -1951238.221087 + Penalty 1892.697875 = -1949345.523211 nChanged 17 SP:Iteration 65Q (12838.953821 sec): 3 clusters Score: Raw -1951245.777177 + Penalty 1892.697875 = -1949353.079302 nChanged 13 SP:Iteration 66Q (12838.985268 sec): 3 clusters Score: Raw -1951252.838699 + Penalty 1892.697875 = -1949360.140824 nChanged 12 SP:Iteration 67Q (12839.016356 sec): 3 clusters Score: Raw -1951257.927836 + Penalty 1892.697875 = -1949365.229961 nChanged 15 SP:Iteration 68Q (12839.047606 sec): 3 clusters Score: Raw -1951264.434848 + Penalty 1892.697875 = -1949371.736973 nChanged 13 SP:Iteration 69Q (12839.078822 sec): 3 clusters Score: Raw -1951270.030308 + Penalty 1892.697875 = -1949377.332433 nChanged 8 SP:Iteration 70Q (12839.110256 sec): 3 clusters Score: Raw -1951272.617982 + Penalty 1892.697875 = -1949379.920107 nChanged 9 SP:Iteration 71Q (12839.141460 sec): 3 clusters Score: Raw -1951276.178505 + Penalty 1892.697875 = -1949383.480630 nChanged 5 SP:Iteration 72Q (12839.172763 sec): 3 clusters Score: Raw -1951277.895217 + Penalty 1892.697875 = -1949385.197341 nChanged 4 SP:Iteration 73Q (12839.203956 sec): 3 clusters Score: Raw -1951279.265754 + Penalty 1892.697875 = -1949386.567879 nChanged 5 SP:Iteration 74Q (12839.235245 sec): 3 clusters Score: Raw -1951280.555822 + Penalty 1892.697875 = -1949387.857947 nChanged 3 SP:Iteration 75Q (12839.266496 sec): 3 clusters Score: Raw -1951281.251859 + Penalty 1892.697875 = -1949388.553983 nChanged 3 SP:Iteration 76Q (12839.297547 sec): 3 clusters Score: Raw -1951282.514880 + Penalty 1892.697875 = -1949389.817005 nChanged 4 SP:Iteration 77Q (12839.328857 sec): 3 clusters Score: Raw -1951283.937184 + Penalty 1892.697875 = -1949391.239309 nChanged 1 SP:Iteration 78Q (12839.360155 sec): 3 clusters Score: Raw -1951284.605747 + Penalty 1892.697875 = -1949391.907872 nChanged 3 SP:Iteration 79Q (12839.391265 sec): 3 clusters Score: Raw -1951285.139279 + Penalty 1892.697875 = -1949392.441404 nChanged 0 SP:Iteration 80F (12839.427982 sec): 3 clusters Score: Raw -1951285.139279 + Penalty 1892.697875 = -1949392.441404 nChanged 0 Trying to split cluster 19 (908 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12839.441837 sec): 2 clusters Score: Raw -80715.251633 + Penalty 647.068216 = -80068.183417 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12839.446001 sec): 3 clusters Score: Raw -80354.477354 + Penalty 1294.136432 = -79060.340922 nChanged 320 SP:Iteration 1F (12839.449749 sec): 3 clusters Score: Raw -80621.979790 + Penalty 1294.136432 = -79327.843358 nChanged 87 SP:Iteration 2F (12839.453507 sec): 3 clusters Score: Raw -80720.734644 + Penalty 1294.136432 = -79426.598212 nChanged 55 SP:Iteration 3F (12839.457264 sec): 3 clusters Score: Raw -80771.034616 + Penalty 1294.136432 = -79476.898184 nChanged 34 SP:Iteration 4Q (12839.461074 sec): 3 clusters Score: Raw -80806.459269 + Penalty 1294.136432 = -79512.322837 nChanged 30 SP:Iteration 5Q (12839.464790 sec): 3 clusters Score: Raw -80845.081182 + Penalty 1294.136432 = -79550.944750 nChanged 26 SP:Iteration 6Q (12839.468503 sec): 3 clusters Score: Raw -80866.080213 + Penalty 1294.136432 = -79571.943781 nChanged 18 SP:Iteration 7Q (12839.472207 sec): 3 clusters Score: Raw -80881.075354 + Penalty 1294.136432 = -79586.938922 nChanged 15 SP:Iteration 8Q (12839.475885 sec): 3 clusters Score: Raw -80891.189895 + Penalty 1294.136432 = -79597.053463 nChanged 10 SP:Iteration 9Q (12839.479583 sec): 3 clusters Score: Raw -80897.332032 + Penalty 1294.136432 = -79603.195600 nChanged 11 SP:Iteration 10Q (12839.483263 sec): 3 clusters Score: Raw -80905.061318 + Penalty 1294.136432 = -79610.924886 nChanged 9 SP:Iteration 11Q (12839.486968 sec): 3 clusters Score: Raw -80913.189110 + Penalty 1294.136432 = -79619.052678 nChanged 7 SP:Iteration 12Q (12839.490685 sec): 3 clusters Score: Raw -80918.070348 + Penalty 1294.136432 = -79623.933916 nChanged 5 SP:Iteration 13Q (12839.494357 sec): 3 clusters Score: Raw -80925.005860 + Penalty 1294.136432 = -79630.869428 nChanged 5 SP:Iteration 14Q (12839.498051 sec): 3 clusters Score: Raw -80928.782323 + Penalty 1294.136432 = -79634.645891 nChanged 5 SP:Iteration 15Q (12839.501766 sec): 3 clusters Score: Raw -80931.851573 + Penalty 1294.136432 = -79637.715141 nChanged 4 SP:Iteration 16Q (12839.505464 sec): 3 clusters Score: Raw -80934.278221 + Penalty 1294.136432 = -79640.141789 nChanged 3 SP:Iteration 17Q (12839.509190 sec): 3 clusters Score: Raw -80936.469174 + Penalty 1294.136432 = -79642.332742 nChanged 3 SP:Iteration 18Q (12839.512890 sec): 3 clusters Score: Raw -80938.005458 + Penalty 1294.136432 = -79643.869026 nChanged 1 SP:Iteration 19Q (12839.516558 sec): 3 clusters Score: Raw -80940.374268 + Penalty 1294.136432 = -79646.237836 nChanged 4 SP:Iteration 20F (12839.531645 sec): 3 clusters Score: Raw -80944.641291 + Penalty 1294.136432 = -79650.504859 nChanged 0 Trying to split cluster 20 (13902 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12839.558741 sec): 2 clusters Score: Raw -1154249.475843 + Penalty 906.279859 = -1153343.195984 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12839.589051 sec): 3 clusters Score: Raw -1145716.546030 + Penalty 1812.559719 = -1143903.986311 nChanged 6370 SP:Iteration 1F (12839.617964 sec): 3 clusters Score: Raw -1149600.784907 + Penalty 1812.559719 = -1147788.225188 nChanged 1026 SP:Iteration 2F (12839.646832 sec): 3 clusters Score: Raw -1150387.146452 + Penalty 1812.559719 = -1148574.586733 nChanged 1239 SP:Iteration 3F (12839.675608 sec): 3 clusters Score: Raw -1151537.645135 + Penalty 1812.559719 = -1149725.085417 nChanged 1338 SP:Iteration 4F (12839.704309 sec): 3 clusters Score: Raw -1152719.330460 + Penalty 1812.559719 = -1150906.770741 nChanged 1162 SP:Iteration 5F (12839.733171 sec): 3 clusters Score: Raw -1153676.903511 + Penalty 1812.559719 = -1151864.343792 nChanged 822 SP:Iteration 6F (12839.762073 sec): 3 clusters Score: Raw -1154254.136931 + Penalty 1812.559719 = -1152441.577213 nChanged 532 SP:Iteration 7Q (12839.790652 sec): 3 clusters Score: Raw -1154593.599532 + Penalty 1812.559719 = -1152781.039813 nChanged 378 SP:Iteration 8Q (12839.819302 sec): 3 clusters Score: Raw -1154815.497954 + Penalty 1812.559719 = -1153002.938235 nChanged 272 SP:Iteration 9Q (12839.848066 sec): 3 clusters Score: Raw -1154948.348138 + Penalty 1812.559719 = -1153135.788420 nChanged 181 SP:Iteration 10Q (12839.876805 sec): 3 clusters Score: Raw -1155029.631100 + Penalty 1812.559719 = -1153217.071381 nChanged 152 SP:Iteration 11Q (12839.905397 sec): 3 clusters Score: Raw -1155092.171421 + Penalty 1812.559719 = -1153279.611702 nChanged 116 SP:Iteration 12Q (12839.934021 sec): 3 clusters Score: Raw -1155134.199337 + Penalty 1812.559719 = -1153321.639619 nChanged 75 SP:Iteration 13Q (12839.962654 sec): 3 clusters Score: Raw -1155158.484015 + Penalty 1812.559719 = -1153345.924296 nChanged 63 SP:Iteration 14Q (12839.991286 sec): 3 clusters Score: Raw -1155179.973907 + Penalty 1812.559719 = -1153367.414188 nChanged 57 SP:Iteration 15Q (12840.019717 sec): 3 clusters Score: Raw -1155195.947020 + Penalty 1812.559719 = -1153383.387301 nChanged 43 SP:Iteration 16Q (12840.048392 sec): 3 clusters Score: Raw -1155206.874558 + Penalty 1812.559719 = -1153394.314839 nChanged 25 SP:Iteration 17Q (12840.076764 sec): 3 clusters Score: Raw -1155213.554361 + Penalty 1812.559719 = -1153400.994642 nChanged 30 SP:Iteration 18Q (12840.105223 sec): 3 clusters Score: Raw -1155222.677485 + Penalty 1812.559719 = -1153410.117766 nChanged 19 SP:Iteration 19Q (12840.133477 sec): 3 clusters Score: Raw -1155228.308595 + Penalty 1812.559719 = -1153415.748876 nChanged 18 SP:Iteration 20F (12840.162588 sec): 3 clusters Score: Raw -1155235.305798 + Penalty 1812.559719 = -1153422.746079 nChanged 15 SP:Iteration 21Q (12840.191041 sec): 3 clusters Score: Raw -1155240.755369 + Penalty 1812.559719 = -1153428.195650 nChanged 14 SP:Iteration 22Q (12840.219529 sec): 3 clusters Score: Raw -1155248.497294 + Penalty 1812.559719 = -1153435.937575 nChanged 14 SP:Iteration 23Q (12840.247767 sec): 3 clusters Score: Raw -1155252.349936 + Penalty 1812.559719 = -1153439.790217 nChanged 16 SP:Iteration 24Q (12840.276323 sec): 3 clusters Score: Raw -1155257.756319 + Penalty 1812.559719 = -1153445.196600 nChanged 16 SP:Iteration 25Q (12840.304374 sec): 3 clusters Score: Raw -1155265.126175 + Penalty 1812.559719 = -1153452.566457 nChanged 15 SP:Iteration 26Q (12840.332205 sec): 3 clusters Score: Raw -1155271.837223 + Penalty 1812.559719 = -1153459.277504 nChanged 10 SP:Iteration 27Q (12840.360161 sec): 3 clusters Score: Raw -1155276.302326 + Penalty 1812.559719 = -1153463.742607 nChanged 10 SP:Iteration 28Q (12840.387840 sec): 3 clusters Score: Raw -1155280.208023 + Penalty 1812.559719 = -1153467.648304 nChanged 12 SP:Iteration 29Q (12840.415538 sec): 3 clusters Score: Raw -1155286.726376 + Penalty 1812.559719 = -1153474.166657 nChanged 12 SP:Iteration 30Q (12840.443131 sec): 3 clusters Score: Raw -1155291.975090 + Penalty 1812.559719 = -1153479.415372 nChanged 10 SP:Iteration 31Q (12840.470544 sec): 3 clusters Score: Raw -1155295.723766 + Penalty 1812.559719 = -1153483.164047 nChanged 9 SP:Iteration 32Q (12840.498094 sec): 3 clusters Score: Raw -1155300.432560 + Penalty 1812.559719 = -1153487.872841 nChanged 7 SP:Iteration 33Q (12840.525157 sec): 3 clusters Score: Raw -1155306.798855 + Penalty 1812.559719 = -1153494.239136 nChanged 12 SP:Iteration 34Q (12840.552170 sec): 3 clusters Score: Raw -1155315.872368 + Penalty 1812.559719 = -1153503.312649 nChanged 16 SP:Iteration 35Q (12840.578989 sec): 3 clusters Score: Raw -1155327.872041 + Penalty 1812.559719 = -1153515.312322 nChanged 14 SP:Iteration 36Q (12840.605747 sec): 3 clusters Score: Raw -1155336.635935 + Penalty 1812.559719 = -1153524.076217 nChanged 12 SP:Iteration 37Q (12840.632359 sec): 3 clusters Score: Raw -1155344.124373 + Penalty 1812.559719 = -1153531.564654 nChanged 12 SP:Iteration 38Q (12840.658757 sec): 3 clusters Score: Raw -1155350.955859 + Penalty 1812.559719 = -1153538.396140 nChanged 15 SP:Iteration 39Q (12840.684930 sec): 3 clusters Score: Raw -1155356.717691 + Penalty 1812.559719 = -1153544.157972 nChanged 8 SP:Iteration 40F (12840.713799 sec): 3 clusters Score: Raw -1155359.628735 + Penalty 1812.559719 = -1153547.069016 nChanged 6 SP:Iteration 41Q (12840.740239 sec): 3 clusters Score: Raw -1155361.159820 + Penalty 1812.559719 = -1153548.600101 nChanged 4 SP:Iteration 42Q (12840.766349 sec): 3 clusters Score: Raw -1155362.911175 + Penalty 1812.559719 = -1153550.351456 nChanged 5 SP:Iteration 43Q (12840.792415 sec): 3 clusters Score: Raw -1155364.113664 + Penalty 1812.559719 = -1153551.553945 nChanged 6 SP:Iteration 44Q (12840.818569 sec): 3 clusters Score: Raw -1155365.603804 + Penalty 1812.559719 = -1153553.044085 nChanged 6 SP:Iteration 45Q (12840.844605 sec): 3 clusters Score: Raw -1155366.755793 + Penalty 1812.559719 = -1153554.196074 nChanged 3 SP:Iteration 46Q (12840.870752 sec): 3 clusters Score: Raw -1155368.789289 + Penalty 1812.559719 = -1153556.229571 nChanged 6 SP:Iteration 47Q (12840.896777 sec): 3 clusters Score: Raw -1155370.796921 + Penalty 1812.559719 = -1153558.237202 nChanged 6 SP:Iteration 48Q (12840.922709 sec): 3 clusters Score: Raw -1155373.199262 + Penalty 1812.559719 = -1153560.639543 nChanged 6 SP:Iteration 49Q (12840.948621 sec): 3 clusters Score: Raw -1155375.852883 + Penalty 1812.559719 = -1153563.293164 nChanged 10 SP:Iteration 50Q (12840.974411 sec): 3 clusters Score: Raw -1155377.738584 + Penalty 1812.559719 = -1153565.178865 nChanged 4 SP:Iteration 51Q (12841.000323 sec): 3 clusters Score: Raw -1155378.198529 + Penalty 1812.559719 = -1153565.638810 nChanged 0 SP:Iteration 52F (12841.029357 sec): 3 clusters Score: Raw -1155378.198529 + Penalty 1812.559719 = -1153565.638810 nChanged 0 Score: Raw -89555074.914991 + Penalty 51115.904099 = -89503959.010892 Splitting cluster 20 changes total score from -89504135.660608 to -89503959.010892 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12859.266108 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12859.273565 sec): 3 clusters Score: Raw -174622.070128 + Penalty 1425.100602 = -173196.969526 nChanged 670 SP:Iteration 1F (12859.280365 sec): 3 clusters Score: Raw -174983.509704 + Penalty 1425.100602 = -173558.409102 nChanged 137 SP:Iteration 2F (12859.287131 sec): 3 clusters Score: Raw -175060.985740 + Penalty 1425.100602 = -173635.885138 nChanged 86 SP:Iteration 3Q (12859.293926 sec): 3 clusters Score: Raw -175113.648023 + Penalty 1425.100602 = -173688.547421 nChanged 69 SP:Iteration 4Q (12859.300647 sec): 3 clusters Score: Raw -175155.155797 + Penalty 1425.100602 = -173730.055195 nChanged 49 SP:Iteration 5Q (12859.307433 sec): 3 clusters Score: Raw -175179.299142 + Penalty 1425.100602 = -173754.198539 nChanged 40 SP:Iteration 6Q (12859.314155 sec): 3 clusters Score: Raw -175196.323397 + Penalty 1425.100602 = -173771.222795 nChanged 38 SP:Iteration 7Q (12859.320887 sec): 3 clusters Score: Raw -175213.661562 + Penalty 1425.100602 = -173788.560960 nChanged 26 SP:Iteration 8Q (12859.327708 sec): 3 clusters Score: Raw -175223.770034 + Penalty 1425.100602 = -173798.669432 nChanged 21 SP:Iteration 9Q (12859.334442 sec): 3 clusters Score: Raw -175234.496556 + Penalty 1425.100602 = -173809.395953 nChanged 23 SP:Iteration 10Q (12859.341182 sec): 3 clusters Score: Raw -175245.718241 + Penalty 1425.100602 = -173820.617639 nChanged 29 SP:Iteration 11Q (12859.347946 sec): 3 clusters Score: Raw -175261.084839 + Penalty 1425.100602 = -173835.984236 nChanged 36 SP:Iteration 12Q (12859.354731 sec): 3 clusters Score: Raw -175275.700698 + Penalty 1425.100602 = -173850.600096 nChanged 22 SP:Iteration 13Q (12859.361536 sec): 3 clusters Score: Raw -175287.803990 + Penalty 1425.100602 = -173862.703388 nChanged 27 SP:Iteration 14Q (12859.368316 sec): 3 clusters Score: Raw -175299.027444 + Penalty 1425.100602 = -173873.926842 nChanged 18 SP:Iteration 15Q (12859.375078 sec): 3 clusters Score: Raw -175306.115447 + Penalty 1425.100602 = -173881.014844 nChanged 17 SP:Iteration 16Q (12859.381835 sec): 3 clusters Score: Raw -175313.109222 + Penalty 1425.100602 = -173888.008620 nChanged 8 SP:Iteration 17Q (12859.388584 sec): 3 clusters Score: Raw -175315.560057 + Penalty 1425.100602 = -173890.459454 nChanged 3 SP:Iteration 18Q (12859.395438 sec): 3 clusters Score: Raw -175316.296506 + Penalty 1425.100602 = -173891.195904 nChanged 1 SP:Iteration 19Q (12859.402196 sec): 3 clusters Score: Raw -175316.706260 + Penalty 1425.100602 = -173891.605657 nChanged 3 SP:Iteration 20F (12859.408953 sec): 3 clusters Score: Raw -175317.909662 + Penalty 1425.100602 = -173892.809060 nChanged 4 SP:Iteration 21Q (12859.415708 sec): 3 clusters Score: Raw -175320.146667 + Penalty 1425.100602 = -173895.046064 nChanged 3 SP:Iteration 22Q (12859.422405 sec): 3 clusters Score: Raw -175320.864922 + Penalty 1425.100602 = -173895.764320 nChanged 2 SP:Iteration 23Q (12859.429206 sec): 3 clusters Score: Raw -175321.405876 + Penalty 1425.100602 = -173896.305273 nChanged 0 SP:Iteration 24F (12859.435879 sec): 3 clusters Score: Raw -175321.405876 + Penalty 1425.100602 = -173896.305273 nChanged 0 Trying to split cluster 22 (6323 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12859.455158 sec): 2 clusters Score: Raw -604889.661255 + Penalty 831.435161 = -604058.226094 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12859.475783 sec): 3 clusters Score: Raw -601263.272486 + Penalty 1662.870321 = -599600.402165 nChanged 2788 SP:Iteration 1F (12859.495907 sec): 3 clusters Score: Raw -602816.365655 + Penalty 1662.870321 = -601153.495334 nChanged 412 SP:Iteration 2F (12859.516013 sec): 3 clusters Score: Raw -603056.725409 + Penalty 1662.870321 = -601393.855088 nChanged 404 SP:Iteration 3F (12859.536252 sec): 3 clusters Score: Raw -603346.401042 + Penalty 1662.870321 = -601683.530721 nChanged 390 SP:Iteration 4F (12859.556302 sec): 3 clusters Score: Raw -603626.644766 + Penalty 1662.870321 = -601963.774445 nChanged 400 SP:Iteration 5F (12859.576462 sec): 3 clusters Score: Raw -603936.716023 + Penalty 1662.870321 = -602273.845702 nChanged 359 SP:Iteration 6F (12859.596512 sec): 3 clusters Score: Raw -604222.352739 + Penalty 1662.870321 = -602559.482418 nChanged 318 SP:Iteration 7F (12859.616417 sec): 3 clusters Score: Raw -604426.751815 + Penalty 1662.870321 = -602763.881494 nChanged 248 SP:Iteration 8Q (12859.636287 sec): 3 clusters Score: Raw -604549.683260 + Penalty 1662.870321 = -602886.812939 nChanged 165 SP:Iteration 9Q (12859.656276 sec): 3 clusters Score: Raw -604621.234445 + Penalty 1662.870321 = -602958.364124 nChanged 107 SP:Iteration 10Q (12859.676356 sec): 3 clusters Score: Raw -604656.110993 + Penalty 1662.870321 = -602993.240672 nChanged 93 SP:Iteration 11Q (12859.696320 sec): 3 clusters Score: Raw -604691.271867 + Penalty 1662.870321 = -603028.401546 nChanged 92 SP:Iteration 12Q (12859.716308 sec): 3 clusters Score: Raw -604724.680268 + Penalty 1662.870321 = -603061.809947 nChanged 82 SP:Iteration 13Q (12859.736184 sec): 3 clusters Score: Raw -604746.077130 + Penalty 1662.870321 = -603083.206809 nChanged 63 SP:Iteration 14Q (12859.756098 sec): 3 clusters Score: Raw -604760.535024 + Penalty 1662.870321 = -603097.664703 nChanged 46 SP:Iteration 15Q (12859.775832 sec): 3 clusters Score: Raw -604772.776946 + Penalty 1662.870321 = -603109.906625 nChanged 50 SP:Iteration 16Q (12859.795446 sec): 3 clusters Score: Raw -604785.307808 + Penalty 1662.870321 = -603122.437487 nChanged 44 SP:Iteration 17Q (12859.815191 sec): 3 clusters Score: Raw -604797.228708 + Penalty 1662.870321 = -603134.358387 nChanged 50 SP:Iteration 18Q (12859.834943 sec): 3 clusters Score: Raw -604812.227615 + Penalty 1662.870321 = -603149.357294 nChanged 56 SP:Iteration 19Q (12859.854496 sec): 3 clusters Score: Raw -604826.199729 + Penalty 1662.870321 = -603163.329408 nChanged 46 SP:Iteration 20F (12859.874471 sec): 3 clusters Score: Raw -604836.682976 + Penalty 1662.870321 = -603173.812655 nChanged 42 SP:Iteration 21Q (12859.893853 sec): 3 clusters Score: Raw -604847.647437 + Penalty 1662.870321 = -603184.777116 nChanged 41 SP:Iteration 22Q (12859.913657 sec): 3 clusters Score: Raw -604857.777242 + Penalty 1662.870321 = -603194.906921 nChanged 41 SP:Iteration 23Q (12859.933228 sec): 3 clusters Score: Raw -604867.060341 + Penalty 1662.870321 = -603204.190020 nChanged 45 SP:Iteration 24Q (12859.952923 sec): 3 clusters Score: Raw -604878.912651 + Penalty 1662.870321 = -603216.042330 nChanged 46 SP:Iteration 25Q (12859.972412 sec): 3 clusters Score: Raw -604891.494857 + Penalty 1662.870321 = -603228.624536 nChanged 51 SP:Iteration 26Q (12859.992054 sec): 3 clusters Score: Raw -604908.939123 + Penalty 1662.870321 = -603246.068802 nChanged 47 SP:Iteration 27Q (12860.011616 sec): 3 clusters Score: Raw -604924.073492 + Penalty 1662.870321 = -603261.203171 nChanged 37 SP:Iteration 28Q (12860.031222 sec): 3 clusters Score: Raw -604934.004479 + Penalty 1662.870321 = -603271.134157 nChanged 39 SP:Iteration 29Q (12860.050880 sec): 3 clusters Score: Raw -604945.697957 + Penalty 1662.870321 = -603282.827636 nChanged 34 SP:Iteration 30Q (12860.070441 sec): 3 clusters Score: Raw -604957.489744 + Penalty 1662.870321 = -603294.619423 nChanged 45 SP:Iteration 31Q (12860.090012 sec): 3 clusters Score: Raw -604971.026017 + Penalty 1662.870321 = -603308.155696 nChanged 46 SP:Iteration 32Q (12860.109605 sec): 3 clusters Score: Raw -604987.082099 + Penalty 1662.870321 = -603324.211778 nChanged 39 SP:Iteration 33Q (12860.129162 sec): 3 clusters Score: Raw -604999.003480 + Penalty 1662.870321 = -603336.133159 nChanged 40 SP:Iteration 34Q (12860.148486 sec): 3 clusters Score: Raw -605012.251406 + Penalty 1662.870321 = -603349.381085 nChanged 37 SP:Iteration 35Q (12860.168163 sec): 3 clusters Score: Raw -605023.323240 + Penalty 1662.870321 = -603360.452919 nChanged 31 SP:Iteration 36Q (12860.187428 sec): 3 clusters Score: Raw -605033.995510 + Penalty 1662.870321 = -603371.125189 nChanged 46 SP:Iteration 37Q (12860.206631 sec): 3 clusters Score: Raw -605052.235663 + Penalty 1662.870321 = -603389.365342 nChanged 46 SP:Iteration 38Q (12860.225857 sec): 3 clusters Score: Raw -605068.383672 + Penalty 1662.870321 = -603405.513351 nChanged 43 SP:Iteration 39Q (12860.245239 sec): 3 clusters Score: Raw -605084.716822 + Penalty 1662.870321 = -603421.846501 nChanged 41 SP:Iteration 40F (12860.265561 sec): 3 clusters Score: Raw -605100.234832 + Penalty 1662.870321 = -603437.364511 nChanged 35 SP:Iteration 41Q (12860.284778 sec): 3 clusters Score: Raw -605115.771084 + Penalty 1662.870321 = -603452.900763 nChanged 38 SP:Iteration 42Q (12860.304295 sec): 3 clusters Score: Raw -605133.374100 + Penalty 1662.870321 = -603470.503779 nChanged 36 SP:Iteration 43Q (12860.323286 sec): 3 clusters Score: Raw -605148.009918 + Penalty 1662.870321 = -603485.139597 nChanged 26 SP:Iteration 44Q (12860.342433 sec): 3 clusters Score: Raw -605158.978414 + Penalty 1662.870321 = -603496.108093 nChanged 28 SP:Iteration 45Q (12860.361391 sec): 3 clusters Score: Raw -605169.961944 + Penalty 1662.870321 = -603507.091623 nChanged 28 SP:Iteration 46Q (12860.380315 sec): 3 clusters Score: Raw -605183.836757 + Penalty 1662.870321 = -603520.966436 nChanged 33 SP:Iteration 47Q (12860.399363 sec): 3 clusters Score: Raw -605201.988674 + Penalty 1662.870321 = -603539.118353 nChanged 27 SP:Iteration 48Q (12860.418550 sec): 3 clusters Score: Raw -605219.463092 + Penalty 1662.870321 = -603556.592771 nChanged 32 SP:Iteration 49Q (12860.437831 sec): 3 clusters Score: Raw -605234.899438 + Penalty 1662.870321 = -603572.029117 nChanged 26 SP:Iteration 50Q (12860.456943 sec): 3 clusters Score: Raw -605242.912527 + Penalty 1662.870321 = -603580.042206 nChanged 18 SP:Iteration 51Q (12860.476028 sec): 3 clusters Score: Raw -605248.600840 + Penalty 1662.870321 = -603585.730519 nChanged 16 SP:Iteration 52Q (12860.494986 sec): 3 clusters Score: Raw -605254.897498 + Penalty 1662.870321 = -603592.027176 nChanged 17 SP:Iteration 53Q (12860.514043 sec): 3 clusters Score: Raw -605262.328745 + Penalty 1662.870321 = -603599.458423 nChanged 14 SP:Iteration 54Q (12860.533200 sec): 3 clusters Score: Raw -605266.987536 + Penalty 1662.870321 = -603604.117215 nChanged 12 SP:Iteration 55Q (12860.552103 sec): 3 clusters Score: Raw -605270.430114 + Penalty 1662.870321 = -603607.559793 nChanged 10 SP:Iteration 56Q (12860.571127 sec): 3 clusters Score: Raw -605274.396649 + Penalty 1662.870321 = -603611.526328 nChanged 7 SP:Iteration 57Q (12860.590114 sec): 3 clusters Score: Raw -605276.556107 + Penalty 1662.870321 = -603613.685786 nChanged 3 SP:Iteration 58Q (12860.609028 sec): 3 clusters Score: Raw -605277.184411 + Penalty 1662.870321 = -603614.314090 nChanged 2 SP:Iteration 59Q (12860.627829 sec): 3 clusters Score: Raw -605277.958029 + Penalty 1662.870321 = -603615.087708 nChanged 3 SP:Iteration 60F (12860.648064 sec): 3 clusters Score: Raw -605278.851468 + Penalty 1662.870321 = -603615.981147 nChanged 4 SP:Iteration 61Q (12860.667037 sec): 3 clusters Score: Raw -605279.792640 + Penalty 1662.870321 = -603616.922319 nChanged 3 SP:Iteration 62Q (12860.686065 sec): 3 clusters Score: Raw -605280.493603 + Penalty 1662.870321 = -603617.623282 nChanged 3 SP:Iteration 63Q (12860.704835 sec): 3 clusters Score: Raw -605281.843952 + Penalty 1662.870321 = -603618.973631 nChanged 4 SP:Iteration 64Q (12860.723758 sec): 3 clusters Score: Raw -605282.655463 + Penalty 1662.870321 = -603619.785142 nChanged 1 SP:Iteration 65Q (12860.742837 sec): 3 clusters Score: Raw -605282.786832 + Penalty 1662.870321 = -603619.916511 nChanged 0 SP:Iteration 66F (12860.762960 sec): 3 clusters Score: Raw -605282.786832 + Penalty 1662.870321 = -603619.916511 nChanged 0 Trying to split cluster 23 (184 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12860.776744 sec): 2 clusters Score: Raw -12846.669694 + Penalty 495.418897 = -12351.250797 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12860.778138 sec): 3 clusters Score: Raw -12958.302787 + Penalty 990.837794 = -11967.464993 nChanged 58 SP:Iteration 1F (12860.779357 sec): 3 clusters Score: Raw -13221.587430 + Penalty 990.837794 = -12230.749636 nChanged 14 SP:Iteration 2F (12860.780549 sec): 3 clusters Score: Raw -13322.769352 + Penalty 990.837794 = -12331.931559 nChanged 5 SP:Iteration 3Q (12860.781703 sec): 3 clusters Score: Raw -13335.778788 + Penalty 990.837794 = -12344.940994 nChanged 1 SP:Iteration 4Q (12860.782840 sec): 3 clusters Score: Raw -13338.177178 + Penalty 990.837794 = -12347.339384 nChanged 0 SP:Iteration 5F (12860.784018 sec): 3 clusters Score: Raw -13338.177178 + Penalty 990.837794 = -12347.339384 nChanged 0 Trying to split cluster 24 (1499 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12860.799591 sec): 2 clusters Score: Raw -154840.331747 + Penalty 694.692582 = -154145.639165 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12860.805992 sec): 3 clusters Score: Raw -154131.495009 + Penalty 1389.385165 = -152742.109844 nChanged 543 SP:Iteration 1F (12860.811760 sec): 3 clusters Score: Raw -154450.965537 + Penalty 1389.385165 = -153061.580372 nChanged 118 SP:Iteration 2F (12860.817584 sec): 3 clusters Score: Raw -154537.642200 + Penalty 1389.385165 = -153148.257035 nChanged 80 SP:Iteration 3F (12860.823291 sec): 3 clusters Score: Raw -154582.289499 + Penalty 1389.385165 = -153192.904335 nChanged 53 SP:Iteration 4Q (12860.829077 sec): 3 clusters Score: Raw -154610.540234 + Penalty 1389.385165 = -153221.155069 nChanged 36 SP:Iteration 5Q (12860.834883 sec): 3 clusters Score: Raw -154634.893180 + Penalty 1389.385165 = -153245.508015 nChanged 38 SP:Iteration 6Q (12860.840713 sec): 3 clusters Score: Raw -154658.743526 + Penalty 1389.385165 = -153269.358361 nChanged 41 SP:Iteration 7Q (12860.846421 sec): 3 clusters Score: Raw -154681.511865 + Penalty 1389.385165 = -153292.126701 nChanged 27 SP:Iteration 8Q (12860.852164 sec): 3 clusters Score: Raw -154699.853681 + Penalty 1389.385165 = -153310.468516 nChanged 26 SP:Iteration 9Q (12860.857854 sec): 3 clusters Score: Raw -154718.503453 + Penalty 1389.385165 = -153329.118288 nChanged 25 SP:Iteration 10Q (12860.863561 sec): 3 clusters Score: Raw -154739.830607 + Penalty 1389.385165 = -153350.445443 nChanged 28 SP:Iteration 11Q (12860.869375 sec): 3 clusters Score: Raw -154765.271348 + Penalty 1389.385165 = -153375.886183 nChanged 26 SP:Iteration 12Q (12860.875103 sec): 3 clusters Score: Raw -154791.887418 + Penalty 1389.385165 = -153402.502254 nChanged 31 SP:Iteration 13Q (12860.880721 sec): 3 clusters Score: Raw -154816.501825 + Penalty 1389.385165 = -153427.116660 nChanged 21 SP:Iteration 14Q (12860.886397 sec): 3 clusters Score: Raw -154835.298746 + Penalty 1389.385165 = -153445.913582 nChanged 18 SP:Iteration 15Q (12860.892171 sec): 3 clusters Score: Raw -154850.533422 + Penalty 1389.385165 = -153461.148258 nChanged 11 SP:Iteration 16Q (12860.897793 sec): 3 clusters Score: Raw -154859.559744 + Penalty 1389.385165 = -153470.174580 nChanged 8 SP:Iteration 17Q (12860.903349 sec): 3 clusters Score: Raw -154867.146033 + Penalty 1389.385165 = -153477.760868 nChanged 11 SP:Iteration 18Q (12860.908879 sec): 3 clusters Score: Raw -154880.512100 + Penalty 1389.385165 = -153491.126936 nChanged 9 SP:Iteration 19Q (12860.914384 sec): 3 clusters Score: Raw -154891.773225 + Penalty 1389.385165 = -153502.388060 nChanged 6 SP:Iteration 20F (12860.920143 sec): 3 clusters Score: Raw -154898.586029 + Penalty 1389.385165 = -153509.200865 nChanged 7 SP:Iteration 21Q (12860.925680 sec): 3 clusters Score: Raw -154905.400325 + Penalty 1389.385165 = -153516.015160 nChanged 5 SP:Iteration 22Q (12860.931147 sec): 3 clusters Score: Raw -154910.134132 + Penalty 1389.385165 = -153520.748968 nChanged 5 SP:Iteration 23Q (12860.936703 sec): 3 clusters Score: Raw -154914.646416 + Penalty 1389.385165 = -153525.261251 nChanged 2 SP:Iteration 24Q (12860.942168 sec): 3 clusters Score: Raw -154915.714340 + Penalty 1389.385165 = -153526.329175 nChanged 0 SP:Iteration 25F (12860.947906 sec): 3 clusters Score: Raw -154915.714340 + Penalty 1389.385165 = -153526.329175 nChanged 0 Trying to split cluster 25 (740 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12860.962530 sec): 2 clusters Score: Raw -64902.141234 + Penalty 627.631768 = -64274.509466 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12860.966080 sec): 3 clusters Score: Raw -64653.641629 + Penalty 1255.263535 = -63398.378094 nChanged 234 SP:Iteration 1F (12860.969253 sec): 3 clusters Score: Raw -64829.640698 + Penalty 1255.263535 = -63574.377163 nChanged 57 SP:Iteration 2F (12860.972436 sec): 3 clusters Score: Raw -64882.817203 + Penalty 1255.263535 = -63627.553667 nChanged 27 SP:Iteration 3Q (12860.975625 sec): 3 clusters Score: Raw -64906.838671 + Penalty 1255.263535 = -63651.575135 nChanged 21 SP:Iteration 4Q (12860.978819 sec): 3 clusters Score: Raw -64924.296355 + Penalty 1255.263535 = -63669.032820 nChanged 15 SP:Iteration 5Q (12860.981970 sec): 3 clusters Score: Raw -64938.226446 + Penalty 1255.263535 = -63682.962910 nChanged 22 SP:Iteration 6Q (12860.985105 sec): 3 clusters Score: Raw -64950.742611 + Penalty 1255.263535 = -63695.479076 nChanged 14 SP:Iteration 7Q (12861.011700 sec): 3 clusters Score: Raw -64958.891007 + Penalty 1255.263535 = -63703.627472 nChanged 11 SP:Iteration 8Q (12861.019880 sec): 3 clusters Score: Raw -64963.705093 + Penalty 1255.263535 = -63708.441557 nChanged 8 SP:Iteration 9Q (12861.023097 sec): 3 clusters Score: Raw -64968.557542 + Penalty 1255.263535 = -63713.294006 nChanged 7 SP:Iteration 10Q (12861.026285 sec): 3 clusters Score: Raw -64973.390970 + Penalty 1255.263535 = -63718.127434 nChanged 3 SP:Iteration 11Q (12861.029416 sec): 3 clusters Score: Raw -64975.906145 + Penalty 1255.263535 = -63720.642609 nChanged 4 SP:Iteration 12Q (12861.032511 sec): 3 clusters Score: Raw -64977.412422 + Penalty 1255.263535 = -63722.148887 nChanged 4 SP:Iteration 13Q (12861.035621 sec): 3 clusters Score: Raw -64979.438030 + Penalty 1255.263535 = -63724.174494 nChanged 4 SP:Iteration 14Q (12861.038703 sec): 3 clusters Score: Raw -64982.357747 + Penalty 1255.263535 = -63727.094212 nChanged 4 SP:Iteration 15Q (12861.041796 sec): 3 clusters Score: Raw -64986.515884 + Penalty 1255.263535 = -63731.252349 nChanged 5 SP:Iteration 16Q (12861.044894 sec): 3 clusters Score: Raw -64992.504830 + Penalty 1255.263535 = -63737.241295 nChanged 7 SP:Iteration 17Q (12861.048055 sec): 3 clusters Score: Raw -64998.420150 + Penalty 1255.263535 = -63743.156614 nChanged 4 SP:Iteration 18Q (12861.051197 sec): 3 clusters Score: Raw -65002.349415 + Penalty 1255.263535 = -63747.085880 nChanged 2 SP:Iteration 19Q (12861.054319 sec): 3 clusters Score: Raw -65004.534118 + Penalty 1255.263535 = -63749.270582 nChanged 4 SP:Iteration 20F (12861.057458 sec): 3 clusters Score: Raw -65007.803740 + Penalty 1255.263535 = -63752.540204 nChanged 4 SP:Iteration 21Q (12861.060599 sec): 3 clusters Score: Raw -65011.438001 + Penalty 1255.263535 = -63756.174466 nChanged 9 SP:Iteration 22Q (12861.063705 sec): 3 clusters Score: Raw -65021.239278 + Penalty 1255.263535 = -63765.975742 nChanged 6 SP:Iteration 23Q (12861.066834 sec): 3 clusters Score: Raw -65028.431772 + Penalty 1255.263535 = -63773.168237 nChanged 7 SP:Iteration 24Q (12861.069944 sec): 3 clusters Score: Raw -65032.668416 + Penalty 1255.263535 = -63777.404881 nChanged 3 SP:Iteration 25Q (12861.073043 sec): 3 clusters Score: Raw -65033.421703 + Penalty 1255.263535 = -63778.158167 nChanged 1 SP:Iteration 26Q (12861.076164 sec): 3 clusters Score: Raw -65034.822428 + Penalty 1255.263535 = -63779.558893 nChanged 3 SP:Iteration 27Q (12861.079296 sec): 3 clusters Score: Raw -65036.421035 + Penalty 1255.263535 = -63781.157500 nChanged 2 SP:Iteration 28Q (12861.082432 sec): 3 clusters Score: Raw -65039.288772 + Penalty 1255.263535 = -63784.025237 nChanged 3 SP:Iteration 29Q (12861.085549 sec): 3 clusters Score: Raw -65041.275670 + Penalty 1255.263535 = -63786.012135 nChanged 2 SP:Iteration 30Q (12861.088680 sec): 3 clusters Score: Raw -65042.735878 + Penalty 1255.263535 = -63787.472343 nChanged 0 SP:Iteration 31F (12861.091807 sec): 3 clusters Score: Raw -65042.735878 + Penalty 1255.263535 = -63787.472343 nChanged 0 Trying to split cluster 26 (9755 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12861.114251 sec): 2 clusters Score: Raw -898888.259747 + Penalty 872.625849 = -898015.633897 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12861.139750 sec): 3 clusters Score: Raw -893038.561178 + Penalty 1745.251698 = -891293.309480 nChanged 4424 SP:Iteration 1F (12861.164151 sec): 3 clusters Score: Raw -895543.161093 + Penalty 1745.251698 = -893797.909395 nChanged 587 SP:Iteration 2F (12861.188502 sec): 3 clusters Score: Raw -895817.027709 + Penalty 1745.251698 = -894071.776011 nChanged 552 SP:Iteration 3F (12861.212832 sec): 3 clusters Score: Raw -896110.189999 + Penalty 1745.251698 = -894364.938301 nChanged 509 SP:Iteration 4F (12861.237206 sec): 3 clusters Score: Raw -896408.497843 + Penalty 1745.251698 = -894663.246145 nChanged 515 SP:Iteration 5F (12861.261617 sec): 3 clusters Score: Raw -896725.045692 + Penalty 1745.251698 = -894979.793994 nChanged 533 SP:Iteration 6F (12861.286222 sec): 3 clusters Score: Raw -897068.585783 + Penalty 1745.251698 = -895323.334085 nChanged 501 SP:Iteration 7F (12861.310687 sec): 3 clusters Score: Raw -897413.617405 + Penalty 1745.251698 = -895668.365707 nChanged 467 SP:Iteration 8Q (12861.334948 sec): 3 clusters Score: Raw -897692.017888 + Penalty 1745.251698 = -895946.766190 nChanged 371 SP:Iteration 9Q (12861.358868 sec): 3 clusters Score: Raw -897832.686059 + Penalty 1745.251698 = -896087.434361 nChanged 212 SP:Iteration 10Q (12861.383007 sec): 3 clusters Score: Raw -897878.251914 + Penalty 1745.251698 = -896133.000216 nChanged 116 SP:Iteration 11Q (12861.406973 sec): 3 clusters Score: Raw -897900.933990 + Penalty 1745.251698 = -896155.682292 nChanged 93 SP:Iteration 12Q (12861.430900 sec): 3 clusters Score: Raw -897916.917383 + Penalty 1745.251698 = -896171.665685 nChanged 79 SP:Iteration 13Q (12861.454950 sec): 3 clusters Score: Raw -897929.934582 + Penalty 1745.251698 = -896184.682884 nChanged 58 SP:Iteration 14Q (12861.478642 sec): 3 clusters Score: Raw -897938.550322 + Penalty 1745.251698 = -896193.298623 nChanged 50 SP:Iteration 15Q (12861.502686 sec): 3 clusters Score: Raw -897945.050135 + Penalty 1745.251698 = -896199.798436 nChanged 40 SP:Iteration 16Q (12861.526544 sec): 3 clusters Score: Raw -897950.112353 + Penalty 1745.251698 = -896204.860655 nChanged 37 SP:Iteration 17Q (12861.550415 sec): 3 clusters Score: Raw -897954.907772 + Penalty 1745.251698 = -896209.656074 nChanged 33 SP:Iteration 18Q (12861.574250 sec): 3 clusters Score: Raw -897959.040193 + Penalty 1745.251698 = -896213.788495 nChanged 31 SP:Iteration 19Q (12861.598083 sec): 3 clusters Score: Raw -897962.360185 + Penalty 1745.251698 = -896217.108487 nChanged 29 SP:Iteration 20F (12861.622502 sec): 3 clusters Score: Raw -897965.248223 + Penalty 1745.251698 = -896219.996525 nChanged 27 SP:Iteration 21Q (12861.646196 sec): 3 clusters Score: Raw -897967.068441 + Penalty 1745.251698 = -896221.816743 nChanged 13 SP:Iteration 22Q (12861.670013 sec): 3 clusters Score: Raw -897967.844492 + Penalty 1745.251698 = -896222.592793 nChanged 13 SP:Iteration 23Q (12861.693802 sec): 3 clusters Score: Raw -897968.791862 + Penalty 1745.251698 = -896223.540164 nChanged 16 SP:Iteration 24Q (12861.717711 sec): 3 clusters Score: Raw -897969.962140 + Penalty 1745.251698 = -896224.710442 nChanged 18 SP:Iteration 25Q (12861.741386 sec): 3 clusters Score: Raw -897971.546636 + Penalty 1745.251698 = -896226.294938 nChanged 16 SP:Iteration 26Q (12861.765422 sec): 3 clusters Score: Raw -897972.783516 + Penalty 1745.251698 = -896227.531818 nChanged 12 SP:Iteration 27Q (12861.789376 sec): 3 clusters Score: Raw -897973.775056 + Penalty 1745.251698 = -896228.523358 nChanged 9 SP:Iteration 28Q (12861.813275 sec): 3 clusters Score: Raw -897974.688942 + Penalty 1745.251698 = -896229.437243 nChanged 7 SP:Iteration 29Q (12861.837108 sec): 3 clusters Score: Raw -897975.133683 + Penalty 1745.251698 = -896229.881985 nChanged 8 SP:Iteration 30Q (12861.861215 sec): 3 clusters Score: Raw -897975.641688 + Penalty 1745.251698 = -896230.389990 nChanged 10 SP:Iteration 31Q (12861.885373 sec): 3 clusters Score: Raw -897976.271220 + Penalty 1745.251698 = -896231.019522 nChanged 6 SP:Iteration 32Q (12861.909470 sec): 3 clusters Score: Raw -897976.467128 + Penalty 1745.251698 = -896231.215429 nChanged 5 SP:Iteration 33Q (12861.933296 sec): 3 clusters Score: Raw -897976.718323 + Penalty 1745.251698 = -896231.466624 nChanged 7 SP:Iteration 34Q (12861.957030 sec): 3 clusters Score: Raw -897977.191660 + Penalty 1745.251698 = -896231.939962 nChanged 6 SP:Iteration 35Q (12861.980747 sec): 3 clusters Score: Raw -897977.799900 + Penalty 1745.251698 = -896232.548202 nChanged 12 SP:Iteration 36Q (12862.004536 sec): 3 clusters Score: Raw -897978.608608 + Penalty 1745.251698 = -896233.356910 nChanged 8 SP:Iteration 37Q (12862.028274 sec): 3 clusters Score: Raw -897978.981955 + Penalty 1745.251698 = -896233.730257 nChanged 7 SP:Iteration 38Q (12862.052149 sec): 3 clusters Score: Raw -897979.316714 + Penalty 1745.251698 = -896234.065016 nChanged 11 SP:Iteration 39Q (12862.076081 sec): 3 clusters Score: Raw -897979.797265 + Penalty 1745.251698 = -896234.545567 nChanged 7 SP:Iteration 40F (12862.100361 sec): 3 clusters Score: Raw -897980.118749 + Penalty 1745.251698 = -896234.867051 nChanged 4 SP:Iteration 41Q (12862.124350 sec): 3 clusters Score: Raw -897980.463870 + Penalty 1745.251698 = -896235.212172 nChanged 4 SP:Iteration 42Q (12862.148168 sec): 3 clusters Score: Raw -897980.839496 + Penalty 1745.251698 = -896235.587798 nChanged 9 SP:Iteration 43Q (12862.172246 sec): 3 clusters Score: Raw -897981.391559 + Penalty 1745.251698 = -896236.139861 nChanged 7 SP:Iteration 44Q (12862.196237 sec): 3 clusters Score: Raw -897981.802529 + Penalty 1745.251698 = -896236.550831 nChanged 5 SP:Iteration 45Q (12862.220023 sec): 3 clusters Score: Raw -897982.062714 + Penalty 1745.251698 = -896236.811016 nChanged 2 SP:Iteration 46Q (12862.243830 sec): 3 clusters Score: Raw -897982.159021 + Penalty 1745.251698 = -896236.907323 nChanged 1 SP:Iteration 47Q (12862.267861 sec): 3 clusters Score: Raw -897982.232089 + Penalty 1745.251698 = -896236.980391 nChanged 1 SP:Iteration 48Q (12862.291822 sec): 3 clusters Score: Raw -897982.268520 + Penalty 1745.251698 = -896237.016822 nChanged 1 SP:Iteration 49Q (12862.315618 sec): 3 clusters Score: Raw -897982.405633 + Penalty 1745.251698 = -896237.153935 nChanged 3 SP:Iteration 50Q (12862.339510 sec): 3 clusters Score: Raw -897982.637552 + Penalty 1745.251698 = -896237.385854 nChanged 5 SP:Iteration 51Q (12862.363435 sec): 3 clusters Score: Raw -897982.965361 + Penalty 1745.251698 = -896237.713663 nChanged 6 SP:Iteration 52Q (12862.387587 sec): 3 clusters Score: Raw -897983.320498 + Penalty 1745.251698 = -896238.068800 nChanged 6 SP:Iteration 53Q (12862.411660 sec): 3 clusters Score: Raw -897983.607132 + Penalty 1745.251698 = -896238.355434 nChanged 5 SP:Iteration 54Q (12862.435501 sec): 3 clusters Score: Raw -897983.797114 + Penalty 1745.251698 = -896238.545416 nChanged 1 SP:Iteration 55Q (12862.459427 sec): 3 clusters Score: Raw -897983.917668 + Penalty 1745.251698 = -896238.665970 nChanged 5 SP:Iteration 56Q (12862.483505 sec): 3 clusters Score: Raw -897984.265776 + Penalty 1745.251698 = -896239.014078 nChanged 6 SP:Iteration 57Q (12862.507300 sec): 3 clusters Score: Raw -897984.837051 + Penalty 1745.251698 = -896239.585353 nChanged 7 SP:Iteration 58Q (12862.530987 sec): 3 clusters Score: Raw -897985.477027 + Penalty 1745.251698 = -896240.225329 nChanged 8 SP:Iteration 59Q (12862.554693 sec): 3 clusters Score: Raw -897986.083076 + Penalty 1745.251698 = -896240.831378 nChanged 4 SP:Iteration 60F (12862.579121 sec): 3 clusters Score: Raw -897986.192980 + Penalty 1745.251698 = -896240.941282 nChanged 2 SP:Iteration 61Q (12862.602980 sec): 3 clusters Score: Raw -897986.218017 + Penalty 1745.251698 = -896240.966319 nChanged 2 SP:Iteration 62Q (12862.626855 sec): 3 clusters Score: Raw -897986.247261 + Penalty 1745.251698 = -896240.995562 nChanged 0 SP:Iteration 63F (12862.651336 sec): 3 clusters Score: Raw -897986.247261 + Penalty 1745.251698 = -896240.995562 nChanged 0 Trying to split cluster 27 (3773 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12862.667821 sec): 2 clusters Score: Raw -329385.749978 + Penalty 782.384443 = -328603.365535 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12862.682457 sec): 3 clusters Score: Raw -327332.866540 + Penalty 1564.768887 = -325768.097653 nChanged 1595 SP:Iteration 1F (12862.695944 sec): 3 clusters Score: Raw -328245.305258 + Penalty 1564.768887 = -326680.536371 nChanged 286 SP:Iteration 2F (12862.709456 sec): 3 clusters Score: Raw -328396.181680 + Penalty 1564.768887 = -326831.412793 nChanged 223 SP:Iteration 3F (12862.722799 sec): 3 clusters Score: Raw -328507.984772 + Penalty 1564.768887 = -326943.215886 nChanged 158 SP:Iteration 4Q (12862.736184 sec): 3 clusters Score: Raw -328587.549200 + Penalty 1564.768887 = -327022.780313 nChanged 163 SP:Iteration 5Q (12862.749537 sec): 3 clusters Score: Raw -328679.372496 + Penalty 1564.768887 = -327114.603609 nChanged 155 SP:Iteration 6Q (12862.763025 sec): 3 clusters Score: Raw -328762.692702 + Penalty 1564.768887 = -327197.923815 nChanged 126 SP:Iteration 7Q (12862.776503 sec): 3 clusters Score: Raw -328838.441593 + Penalty 1564.768887 = -327273.672706 nChanged 121 SP:Iteration 8Q (12862.789957 sec): 3 clusters Score: Raw -328913.134096 + Penalty 1564.768887 = -327348.365210 nChanged 139 SP:Iteration 9Q (12862.803491 sec): 3 clusters Score: Raw -328988.007780 + Penalty 1564.768887 = -327423.238893 nChanged 141 SP:Iteration 10Q (12862.816951 sec): 3 clusters Score: Raw -329063.360373 + Penalty 1564.768887 = -327498.591486 nChanged 130 SP:Iteration 11Q (12862.830384 sec): 3 clusters Score: Raw -329128.333825 + Penalty 1564.768887 = -327563.564939 nChanged 127 SP:Iteration 12Q (12862.843782 sec): 3 clusters Score: Raw -329195.541457 + Penalty 1564.768887 = -327630.772570 nChanged 123 SP:Iteration 13Q (12862.857169 sec): 3 clusters Score: Raw -329268.805580 + Penalty 1564.768887 = -327704.036693 nChanged 133 SP:Iteration 14Q (12862.870607 sec): 3 clusters Score: Raw -329341.363210 + Penalty 1564.768887 = -327776.594323 nChanged 107 SP:Iteration 15Q (12862.884020 sec): 3 clusters Score: Raw -329387.725686 + Penalty 1564.768887 = -327822.956799 nChanged 91 SP:Iteration 16Q (12862.897245 sec): 3 clusters Score: Raw -329429.810312 + Penalty 1564.768887 = -327865.041425 nChanged 74 SP:Iteration 17Q (12862.910450 sec): 3 clusters Score: Raw -329462.101067 + Penalty 1564.768887 = -327897.332180 nChanged 66 SP:Iteration 18Q (12862.923800 sec): 3 clusters Score: Raw -329486.033791 + Penalty 1564.768887 = -327921.264905 nChanged 56 SP:Iteration 19Q (12862.937058 sec): 3 clusters Score: Raw -329511.381222 + Penalty 1564.768887 = -327946.612335 nChanged 66 SP:Iteration 20F (12862.950353 sec): 3 clusters Score: Raw -329543.103932 + Penalty 1564.768887 = -327978.335046 nChanged 51 SP:Iteration 21Q (12862.963748 sec): 3 clusters Score: Raw -329563.777659 + Penalty 1564.768887 = -327999.008773 nChanged 48 SP:Iteration 22Q (12862.977620 sec): 3 clusters Score: Raw -329589.151411 + Penalty 1564.768887 = -328024.382524 nChanged 41 SP:Iteration 23Q (12862.990996 sec): 3 clusters Score: Raw -329610.242635 + Penalty 1564.768887 = -328045.473748 nChanged 40 SP:Iteration 24Q (12863.004306 sec): 3 clusters Score: Raw -329623.214700 + Penalty 1564.768887 = -328058.445814 nChanged 32 SP:Iteration 25Q (12863.017598 sec): 3 clusters Score: Raw -329630.644413 + Penalty 1564.768887 = -328065.875526 nChanged 23 SP:Iteration 26Q (12863.030834 sec): 3 clusters Score: Raw -329638.319257 + Penalty 1564.768887 = -328073.550370 nChanged 18 SP:Iteration 27Q (12863.044000 sec): 3 clusters Score: Raw -329643.286966 + Penalty 1564.768887 = -328078.518080 nChanged 21 SP:Iteration 28Q (12863.057329 sec): 3 clusters Score: Raw -329650.613741 + Penalty 1564.768887 = -328085.844854 nChanged 18 SP:Iteration 29Q (12863.070661 sec): 3 clusters Score: Raw -329657.418943 + Penalty 1564.768887 = -328092.650056 nChanged 22 SP:Iteration 30Q (12863.083804 sec): 3 clusters Score: Raw -329663.553635 + Penalty 1564.768887 = -328098.784748 nChanged 17 SP:Iteration 31Q (12863.097086 sec): 3 clusters Score: Raw -329668.081271 + Penalty 1564.768887 = -328103.312385 nChanged 11 SP:Iteration 32Q (12863.110348 sec): 3 clusters Score: Raw -329670.327316 + Penalty 1564.768887 = -328105.558429 nChanged 12 SP:Iteration 33Q (12863.123615 sec): 3 clusters Score: Raw -329673.313613 + Penalty 1564.768887 = -328108.544727 nChanged 13 SP:Iteration 34Q (12863.136735 sec): 3 clusters Score: Raw -329678.152902 + Penalty 1564.768887 = -328113.384015 nChanged 13 SP:Iteration 35Q (12863.150017 sec): 3 clusters Score: Raw -329681.329103 + Penalty 1564.768887 = -328116.560217 nChanged 14 SP:Iteration 36Q (12863.163278 sec): 3 clusters Score: Raw -329684.470585 + Penalty 1564.768887 = -328119.701699 nChanged 6 SP:Iteration 37Q (12863.176536 sec): 3 clusters Score: Raw -329685.471975 + Penalty 1564.768887 = -328120.703088 nChanged 6 SP:Iteration 38Q (12863.189685 sec): 3 clusters Score: Raw -329686.233793 + Penalty 1564.768887 = -328121.464906 nChanged 4 SP:Iteration 39Q (12863.202864 sec): 3 clusters Score: Raw -329687.554598 + Penalty 1564.768887 = -328122.785712 nChanged 7 SP:Iteration 40F (12863.216153 sec): 3 clusters Score: Raw -329688.776111 + Penalty 1564.768887 = -328124.007224 nChanged 8 SP:Iteration 41Q (12863.229289 sec): 3 clusters Score: Raw -329690.289251 + Penalty 1564.768887 = -328125.520364 nChanged 7 SP:Iteration 42Q (12863.242384 sec): 3 clusters Score: Raw -329691.502202 + Penalty 1564.768887 = -328126.733315 nChanged 5 SP:Iteration 43Q (12863.255645 sec): 3 clusters Score: Raw -329692.133095 + Penalty 1564.768887 = -328127.364208 nChanged 3 SP:Iteration 44Q (12863.268766 sec): 3 clusters Score: Raw -329692.499336 + Penalty 1564.768887 = -328127.730450 nChanged 3 SP:Iteration 45Q (12863.282028 sec): 3 clusters Score: Raw -329692.753658 + Penalty 1564.768887 = -328127.984771 nChanged 0 SP:Iteration 46F (12863.295482 sec): 3 clusters Score: Raw -329692.753658 + Penalty 1564.768887 = -328127.984771 nChanged 0 Trying to split cluster 28 (17385 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12863.323773 sec): 2 clusters Score: Raw -1668535.716486 + Penalty 927.519489 = -1667608.196997 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12863.357125 sec): 3 clusters Score: Raw -1657756.314127 + Penalty 1855.038978 = -1655901.275149 nChanged 8037 SP:Iteration 1F (12863.388359 sec): 3 clusters Score: Raw -1662515.673751 + Penalty 1855.038978 = -1660660.634773 nChanged 1016 SP:Iteration 2F (12863.419904 sec): 3 clusters Score: Raw -1663005.531132 + Penalty 1855.038978 = -1661150.492154 nChanged 1051 SP:Iteration 3F (12863.451505 sec): 3 clusters Score: Raw -1663589.500019 + Penalty 1855.038978 = -1661734.461041 nChanged 1048 SP:Iteration 4F (12863.482935 sec): 3 clusters Score: Raw -1664256.271863 + Penalty 1855.038978 = -1662401.232885 nChanged 1041 SP:Iteration 5F (12863.514352 sec): 3 clusters Score: Raw -1665021.680005 + Penalty 1855.038978 = -1663166.641026 nChanged 992 SP:Iteration 6F (12863.545827 sec): 3 clusters Score: Raw -1665805.074311 + Penalty 1855.038978 = -1663950.035333 nChanged 892 SP:Iteration 7F (12863.577393 sec): 3 clusters Score: Raw -1666381.606080 + Penalty 1855.038978 = -1664526.567101 nChanged 630 SP:Iteration 8Q (12863.608480 sec): 3 clusters Score: Raw -1666667.637803 + Penalty 1855.038978 = -1664812.598825 nChanged 410 SP:Iteration 9Q (12863.639234 sec): 3 clusters Score: Raw -1666798.806174 + Penalty 1855.038978 = -1664943.767195 nChanged 248 SP:Iteration 10Q (12863.669779 sec): 3 clusters Score: Raw -1666867.493851 + Penalty 1855.038978 = -1665012.454873 nChanged 206 SP:Iteration 11Q (12863.700344 sec): 3 clusters Score: Raw -1666924.757458 + Penalty 1855.038978 = -1665069.718479 nChanged 179 SP:Iteration 12Q (12863.730575 sec): 3 clusters Score: Raw -1666974.787952 + Penalty 1855.038978 = -1665119.748973 nChanged 173 SP:Iteration 13Q (12863.760981 sec): 3 clusters Score: Raw -1667022.951836 + Penalty 1855.038978 = -1665167.912857 nChanged 175 SP:Iteration 14Q (12863.790968 sec): 3 clusters Score: Raw -1667066.599843 + Penalty 1855.038978 = -1665211.560864 nChanged 167 SP:Iteration 15Q (12863.821187 sec): 3 clusters Score: Raw -1667108.451896 + Penalty 1855.038978 = -1665253.412917 nChanged 162 SP:Iteration 16Q (12863.851047 sec): 3 clusters Score: Raw -1667148.332654 + Penalty 1855.038978 = -1665293.293675 nChanged 151 SP:Iteration 17Q (12863.881038 sec): 3 clusters Score: Raw -1667177.738900 + Penalty 1855.038978 = -1665322.699921 nChanged 128 SP:Iteration 18Q (12863.910920 sec): 3 clusters Score: Raw -1667204.287218 + Penalty 1855.038978 = -1665349.248240 nChanged 119 SP:Iteration 19Q (12863.940765 sec): 3 clusters Score: Raw -1667229.517570 + Penalty 1855.038978 = -1665374.478592 nChanged 110 SP:Iteration 20F (12863.972133 sec): 3 clusters Score: Raw -1667249.331206 + Penalty 1855.038978 = -1665394.292228 nChanged 114 SP:Iteration 21Q (12864.002023 sec): 3 clusters Score: Raw -1667272.000107 + Penalty 1855.038978 = -1665416.961129 nChanged 117 SP:Iteration 22Q (12864.031805 sec): 3 clusters Score: Raw -1667297.741484 + Penalty 1855.038978 = -1665442.702506 nChanged 98 SP:Iteration 23Q (12864.061410 sec): 3 clusters Score: Raw -1667316.388434 + Penalty 1855.038978 = -1665461.349455 nChanged 94 SP:Iteration 24Q (12864.091102 sec): 3 clusters Score: Raw -1667336.653690 + Penalty 1855.038978 = -1665481.614711 nChanged 102 SP:Iteration 25Q (12864.120627 sec): 3 clusters Score: Raw -1667357.044883 + Penalty 1855.038978 = -1665502.005904 nChanged 99 SP:Iteration 26Q (12864.150279 sec): 3 clusters Score: Raw -1667377.645256 + Penalty 1855.038978 = -1665522.606277 nChanged 112 SP:Iteration 27Q (12864.179766 sec): 3 clusters Score: Raw -1667402.541506 + Penalty 1855.038978 = -1665547.502527 nChanged 111 SP:Iteration 28Q (12864.209279 sec): 3 clusters Score: Raw -1667429.332340 + Penalty 1855.038978 = -1665574.293362 nChanged 121 SP:Iteration 29Q (12864.238562 sec): 3 clusters Score: Raw -1667461.267531 + Penalty 1855.038978 = -1665606.228553 nChanged 129 SP:Iteration 30Q (12864.267949 sec): 3 clusters Score: Raw -1667491.964928 + Penalty 1855.038978 = -1665636.925950 nChanged 129 SP:Iteration 31Q (12864.297087 sec): 3 clusters Score: Raw -1667521.356494 + Penalty 1855.038978 = -1665666.317516 nChanged 116 SP:Iteration 32Q (12864.326348 sec): 3 clusters Score: Raw -1667550.854039 + Penalty 1855.038978 = -1665695.815060 nChanged 117 SP:Iteration 33Q (12864.355379 sec): 3 clusters Score: Raw -1667575.746678 + Penalty 1855.038978 = -1665720.707699 nChanged 109 SP:Iteration 34Q (12864.384457 sec): 3 clusters Score: Raw -1667600.286184 + Penalty 1855.038978 = -1665745.247206 nChanged 121 SP:Iteration 35Q (12864.413348 sec): 3 clusters Score: Raw -1667631.793791 + Penalty 1855.038978 = -1665776.754813 nChanged 126 SP:Iteration 36Q (12864.442160 sec): 3 clusters Score: Raw -1667665.784807 + Penalty 1855.038978 = -1665810.745828 nChanged 125 SP:Iteration 37Q (12864.471117 sec): 3 clusters Score: Raw -1667700.453145 + Penalty 1855.038978 = -1665845.414166 nChanged 125 SP:Iteration 38Q (12864.500119 sec): 3 clusters Score: Raw -1667736.868537 + Penalty 1855.038978 = -1665881.829558 nChanged 133 SP:Iteration 39Q (12864.528585 sec): 3 clusters Score: Raw -1667777.333819 + Penalty 1855.038978 = -1665922.294840 nChanged 151 SP:Iteration 40F (12864.559974 sec): 3 clusters Score: Raw -1667830.544724 + Penalty 1855.038978 = -1665975.505745 nChanged 163 SP:Iteration 41Q (12864.588621 sec): 3 clusters Score: Raw -1667886.003367 + Penalty 1855.038978 = -1666030.964388 nChanged 154 SP:Iteration 42Q (12864.616867 sec): 3 clusters Score: Raw -1667943.256077 + Penalty 1855.038978 = -1666088.217098 nChanged 139 SP:Iteration 43Q (12864.645438 sec): 3 clusters Score: Raw -1667994.115405 + Penalty 1855.038978 = -1666139.076426 nChanged 149 SP:Iteration 44Q (12864.673513 sec): 3 clusters Score: Raw -1668056.992490 + Penalty 1855.038978 = -1666201.953511 nChanged 142 SP:Iteration 45Q (12864.701499 sec): 3 clusters Score: Raw -1668121.836229 + Penalty 1855.038978 = -1666266.797250 nChanged 138 SP:Iteration 46Q (12864.729570 sec): 3 clusters Score: Raw -1668189.270632 + Penalty 1855.038978 = -1666334.231654 nChanged 134 SP:Iteration 47Q (12864.757240 sec): 3 clusters Score: Raw -1668258.805590 + Penalty 1855.038978 = -1666403.766612 nChanged 121 SP:Iteration 48Q (12864.784914 sec): 3 clusters Score: Raw -1668316.421134 + Penalty 1855.038978 = -1666461.382155 nChanged 101 SP:Iteration 49Q (12864.812503 sec): 3 clusters Score: Raw -1668368.356322 + Penalty 1855.038978 = -1666513.317343 nChanged 100 SP:Iteration 50Q (12864.840077 sec): 3 clusters Score: Raw -1668423.662420 + Penalty 1855.038978 = -1666568.623441 nChanged 78 SP:Iteration 51Q (12864.867470 sec): 3 clusters Score: Raw -1668466.805088 + Penalty 1855.038978 = -1666611.766110 nChanged 59 SP:Iteration 52Q (12864.894727 sec): 3 clusters Score: Raw -1668499.906598 + Penalty 1855.038978 = -1666644.867620 nChanged 54 SP:Iteration 53Q (12864.922020 sec): 3 clusters Score: Raw -1668531.653332 + Penalty 1855.038978 = -1666676.614353 nChanged 37 SP:Iteration 54Q (12864.949089 sec): 3 clusters Score: Raw -1668553.428498 + Penalty 1855.038978 = -1666698.389520 nChanged 32 SP:Iteration 55Q (12864.976449 sec): 3 clusters Score: Raw -1668568.326093 + Penalty 1855.038978 = -1666713.287114 nChanged 27 SP:Iteration 56Q (12865.003495 sec): 3 clusters Score: Raw -1668581.817628 + Penalty 1855.038978 = -1666726.778649 nChanged 21 SP:Iteration 57Q (12865.030574 sec): 3 clusters Score: Raw -1668596.208346 + Penalty 1855.038978 = -1666741.169368 nChanged 21 SP:Iteration 58Q (12865.057851 sec): 3 clusters Score: Raw -1668609.654901 + Penalty 1855.038978 = -1666754.615923 nChanged 21 SP:Iteration 59Q (12865.084960 sec): 3 clusters Score: Raw -1668620.527617 + Penalty 1855.038978 = -1666765.488638 nChanged 9 SP:Iteration 60F (12865.116152 sec): 3 clusters Score: Raw -1668626.530898 + Penalty 1855.038978 = -1666771.491920 nChanged 8 SP:Iteration 61Q (12865.143265 sec): 3 clusters Score: Raw -1668634.936228 + Penalty 1855.038978 = -1666779.897249 nChanged 15 SP:Iteration 62Q (12865.170284 sec): 3 clusters Score: Raw -1668644.888978 + Penalty 1855.038978 = -1666789.850000 nChanged 7 SP:Iteration 63Q (12865.197373 sec): 3 clusters Score: Raw -1668649.370905 + Penalty 1855.038978 = -1666794.331927 nChanged 6 SP:Iteration 64Q (12865.224464 sec): 3 clusters Score: Raw -1668652.629683 + Penalty 1855.038978 = -1666797.590704 nChanged 9 SP:Iteration 65Q (12865.251725 sec): 3 clusters Score: Raw -1668658.728891 + Penalty 1855.038978 = -1666803.689913 nChanged 6 SP:Iteration 66Q (12865.278676 sec): 3 clusters Score: Raw -1668662.134510 + Penalty 1855.038978 = -1666807.095532 nChanged 6 SP:Iteration 67Q (12865.305687 sec): 3 clusters Score: Raw -1668665.167408 + Penalty 1855.038978 = -1666810.128429 nChanged 4 SP:Iteration 68Q (12865.332866 sec): 3 clusters Score: Raw -1668666.220016 + Penalty 1855.038978 = -1666811.181038 nChanged 2 SP:Iteration 69Q (12865.360055 sec): 3 clusters Score: Raw -1668667.123400 + Penalty 1855.038978 = -1666812.084422 nChanged 2 SP:Iteration 70Q (12865.387325 sec): 3 clusters Score: Raw -1668667.938498 + Penalty 1855.038978 = -1666812.899519 nChanged 1 SP:Iteration 71Q (12865.414360 sec): 3 clusters Score: Raw -1668668.292103 + Penalty 1855.038978 = -1666813.253125 nChanged 1 SP:Iteration 72Q (12865.441412 sec): 3 clusters Score: Raw -1668668.671009 + Penalty 1855.038978 = -1666813.632030 nChanged 1 SP:Iteration 73Q (12865.468473 sec): 3 clusters Score: Raw -1668669.137524 + Penalty 1855.038978 = -1666814.098545 nChanged 0 SP:Iteration 74F (12865.499768 sec): 3 clusters Score: Raw -1668669.137524 + Penalty 1855.038978 = -1666814.098545 nChanged 0 Trying to split cluster 29 (4811 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12865.517165 sec): 2 clusters Score: Raw -450259.016119 + Penalty 805.472723 = -449453.543396 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12865.535890 sec): 3 clusters Score: Raw -447561.645303 + Penalty 1610.945446 = -445950.699857 nChanged 2047 SP:Iteration 1F (12865.552964 sec): 3 clusters Score: Raw -448665.207919 + Penalty 1610.945446 = -447054.262473 nChanged 319 SP:Iteration 2F (12865.570178 sec): 3 clusters Score: Raw -448836.574273 + Penalty 1610.945446 = -447225.628827 nChanged 264 SP:Iteration 3F (12865.587268 sec): 3 clusters Score: Raw -448966.732411 + Penalty 1610.945446 = -447355.786965 nChanged 232 SP:Iteration 4Q (12865.604348 sec): 3 clusters Score: Raw -449091.675600 + Penalty 1610.945446 = -447480.730154 nChanged 213 SP:Iteration 5Q (12865.621248 sec): 3 clusters Score: Raw -449217.474396 + Penalty 1610.945446 = -447606.528950 nChanged 204 SP:Iteration 6Q (12865.638326 sec): 3 clusters Score: Raw -449340.355660 + Penalty 1610.945446 = -447729.410214 nChanged 192 SP:Iteration 7Q (12865.655225 sec): 3 clusters Score: Raw -449452.505871 + Penalty 1610.945446 = -447841.560425 nChanged 200 SP:Iteration 8Q (12865.672267 sec): 3 clusters Score: Raw -449572.989359 + Penalty 1610.945446 = -447962.043913 nChanged 175 SP:Iteration 9Q (12865.689316 sec): 3 clusters Score: Raw -449673.223429 + Penalty 1610.945446 = -448062.277983 nChanged 152 SP:Iteration 10Q (12865.706296 sec): 3 clusters Score: Raw -449745.058080 + Penalty 1610.945446 = -448134.112634 nChanged 133 SP:Iteration 11Q (12865.723959 sec): 3 clusters Score: Raw -449817.976763 + Penalty 1610.945446 = -448207.031317 nChanged 133 SP:Iteration 12Q (12865.740878 sec): 3 clusters Score: Raw -449873.736292 + Penalty 1610.945446 = -448262.790846 nChanged 102 SP:Iteration 13Q (12865.757788 sec): 3 clusters Score: Raw -449913.877740 + Penalty 1610.945446 = -448302.932294 nChanged 93 SP:Iteration 14Q (12865.774665 sec): 3 clusters Score: Raw -449950.662078 + Penalty 1610.945446 = -448339.716632 nChanged 86 SP:Iteration 15Q (12865.791528 sec): 3 clusters Score: Raw -449976.101063 + Penalty 1610.945446 = -448365.155617 nChanged 72 SP:Iteration 16Q (12865.808469 sec): 3 clusters Score: Raw -449996.914959 + Penalty 1610.945446 = -448385.969513 nChanged 57 SP:Iteration 17Q (12865.825245 sec): 3 clusters Score: Raw -450019.139537 + Penalty 1610.945446 = -448408.194091 nChanged 64 SP:Iteration 18Q (12865.842005 sec): 3 clusters Score: Raw -450039.352876 + Penalty 1610.945446 = -448428.407430 nChanged 49 SP:Iteration 19Q (12865.858728 sec): 3 clusters Score: Raw -450053.015631 + Penalty 1610.945446 = -448442.070185 nChanged 47 SP:Iteration 20F (12865.875706 sec): 3 clusters Score: Raw -450066.494671 + Penalty 1610.945446 = -448455.549225 nChanged 43 SP:Iteration 21Q (12865.892243 sec): 3 clusters Score: Raw -450078.029576 + Penalty 1610.945446 = -448467.084130 nChanged 43 SP:Iteration 22Q (12865.908937 sec): 3 clusters Score: Raw -450092.395554 + Penalty 1610.945446 = -448481.450108 nChanged 59 SP:Iteration 23Q (12865.925410 sec): 3 clusters Score: Raw -450110.532933 + Penalty 1610.945446 = -448499.587487 nChanged 44 SP:Iteration 24Q (12865.941853 sec): 3 clusters Score: Raw -450122.140659 + Penalty 1610.945446 = -448511.195213 nChanged 32 SP:Iteration 25Q (12865.958281 sec): 3 clusters Score: Raw -450129.991588 + Penalty 1610.945446 = -448519.046142 nChanged 31 SP:Iteration 26Q (12865.974903 sec): 3 clusters Score: Raw -450137.108543 + Penalty 1610.945446 = -448526.163098 nChanged 33 SP:Iteration 27Q (12865.991485 sec): 3 clusters Score: Raw -450148.728966 + Penalty 1610.945446 = -448537.783521 nChanged 39 SP:Iteration 28Q (12866.008100 sec): 3 clusters Score: Raw -450162.072119 + Penalty 1610.945446 = -448551.126673 nChanged 41 SP:Iteration 29Q (12866.024660 sec): 3 clusters Score: Raw -450174.371746 + Penalty 1610.945446 = -448563.426300 nChanged 33 SP:Iteration 30Q (12866.041209 sec): 3 clusters Score: Raw -450185.174759 + Penalty 1610.945446 = -448574.229313 nChanged 39 SP:Iteration 31Q (12866.057698 sec): 3 clusters Score: Raw -450196.824906 + Penalty 1610.945446 = -448585.879460 nChanged 33 SP:Iteration 32Q (12866.074202 sec): 3 clusters Score: Raw -450206.640621 + Penalty 1610.945446 = -448595.695175 nChanged 31 SP:Iteration 33Q (12866.090730 sec): 3 clusters Score: Raw -450215.489998 + Penalty 1610.945446 = -448604.544552 nChanged 33 SP:Iteration 34Q (12866.107244 sec): 3 clusters Score: Raw -450225.290695 + Penalty 1610.945446 = -448614.345249 nChanged 31 SP:Iteration 35Q (12866.123700 sec): 3 clusters Score: Raw -450233.057410 + Penalty 1610.945446 = -448622.111964 nChanged 31 SP:Iteration 36Q (12866.139990 sec): 3 clusters Score: Raw -450239.506584 + Penalty 1610.945446 = -448628.561138 nChanged 21 SP:Iteration 37Q (12866.156225 sec): 3 clusters Score: Raw -450244.717322 + Penalty 1610.945446 = -448633.771876 nChanged 21 SP:Iteration 38Q (12866.172475 sec): 3 clusters Score: Raw -450250.938313 + Penalty 1610.945446 = -448639.992867 nChanged 19 SP:Iteration 39Q (12866.188840 sec): 3 clusters Score: Raw -450256.563174 + Penalty 1610.945446 = -448645.617728 nChanged 24 SP:Iteration 40F (12866.205835 sec): 3 clusters Score: Raw -450263.331473 + Penalty 1610.945446 = -448652.386027 nChanged 19 SP:Iteration 41Q (12866.222122 sec): 3 clusters Score: Raw -450268.954299 + Penalty 1610.945446 = -448658.008853 nChanged 13 SP:Iteration 42Q (12866.238529 sec): 3 clusters Score: Raw -450273.364966 + Penalty 1610.945446 = -448662.419520 nChanged 14 SP:Iteration 43Q (12866.254898 sec): 3 clusters Score: Raw -450277.883771 + Penalty 1610.945446 = -448666.938325 nChanged 16 SP:Iteration 44Q (12866.271290 sec): 3 clusters Score: Raw -450282.372724 + Penalty 1610.945446 = -448671.427278 nChanged 15 SP:Iteration 45Q (12866.287641 sec): 3 clusters Score: Raw -450288.109344 + Penalty 1610.945446 = -448677.163899 nChanged 14 SP:Iteration 46Q (12866.303835 sec): 3 clusters Score: Raw -450292.997319 + Penalty 1610.945446 = -448682.051873 nChanged 26 SP:Iteration 47Q (12866.320155 sec): 3 clusters Score: Raw -450302.560118 + Penalty 1610.945446 = -448691.614672 nChanged 23 SP:Iteration 48Q (12866.336329 sec): 3 clusters Score: Raw -450310.057256 + Penalty 1610.945446 = -448699.111811 nChanged 19 SP:Iteration 49Q (12866.352606 sec): 3 clusters Score: Raw -450316.072878 + Penalty 1610.945446 = -448705.127433 nChanged 21 SP:Iteration 50Q (12866.368941 sec): 3 clusters Score: Raw -450321.480456 + Penalty 1610.945446 = -448710.535010 nChanged 19 SP:Iteration 51Q (12866.385561 sec): 3 clusters Score: Raw -450328.107007 + Penalty 1610.945446 = -448717.161561 nChanged 17 SP:Iteration 52Q (12866.401819 sec): 3 clusters Score: Raw -450332.551610 + Penalty 1610.945446 = -448721.606164 nChanged 9 SP:Iteration 53Q (12866.418059 sec): 3 clusters Score: Raw -450335.748672 + Penalty 1610.945446 = -448724.803226 nChanged 10 SP:Iteration 54Q (12866.434218 sec): 3 clusters Score: Raw -450337.958549 + Penalty 1610.945446 = -448727.013103 nChanged 11 SP:Iteration 55Q (12866.450446 sec): 3 clusters Score: Raw -450339.583971 + Penalty 1610.945446 = -448728.638525 nChanged 8 SP:Iteration 56Q (12866.466645 sec): 3 clusters Score: Raw -450341.195279 + Penalty 1610.945446 = -448730.249833 nChanged 4 SP:Iteration 57Q (12866.482707 sec): 3 clusters Score: Raw -450341.704201 + Penalty 1610.945446 = -448730.758755 nChanged 3 SP:Iteration 58Q (12866.498951 sec): 3 clusters Score: Raw -450341.890930 + Penalty 1610.945446 = -448730.945484 nChanged 0 SP:Iteration 59F (12866.515863 sec): 3 clusters Score: Raw -450341.890930 + Penalty 1610.945446 = -448730.945484 nChanged 0 Trying to split cluster 30 (3262 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12866.532202 sec): 2 clusters Score: Raw -295300.954237 + Penalty 768.559099 = -294532.395137 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12866.545135 sec): 3 clusters Score: Raw -293583.537376 + Penalty 1537.118199 = -292046.419177 nChanged 1310 SP:Iteration 1F (12866.557070 sec): 3 clusters Score: Raw -294307.716518 + Penalty 1537.118199 = -292770.598320 nChanged 241 SP:Iteration 2F (12866.569078 sec): 3 clusters Score: Raw -294463.078593 + Penalty 1537.118199 = -292925.960394 nChanged 202 SP:Iteration 3F (12866.580886 sec): 3 clusters Score: Raw -294595.369029 + Penalty 1537.118199 = -293058.250830 nChanged 177 SP:Iteration 4F (12866.592861 sec): 3 clusters Score: Raw -294706.955461 + Penalty 1537.118199 = -293169.837262 nChanged 166 SP:Iteration 5F (12866.604856 sec): 3 clusters Score: Raw -294810.045523 + Penalty 1537.118199 = -293272.927324 nChanged 134 SP:Iteration 6Q (12866.616857 sec): 3 clusters Score: Raw -294890.516336 + Penalty 1537.118199 = -293353.398137 nChanged 112 SP:Iteration 7Q (12866.628782 sec): 3 clusters Score: Raw -294973.578531 + Penalty 1537.118199 = -293436.460332 nChanged 99 SP:Iteration 8Q (12866.640732 sec): 3 clusters Score: Raw -295030.894633 + Penalty 1537.118199 = -293493.776434 nChanged 73 SP:Iteration 9Q (12866.652617 sec): 3 clusters Score: Raw -295073.617607 + Penalty 1537.118199 = -293536.499408 nChanged 61 SP:Iteration 10Q (12866.664475 sec): 3 clusters Score: Raw -295104.612757 + Penalty 1537.118199 = -293567.494558 nChanged 47 SP:Iteration 11Q (12866.676316 sec): 3 clusters Score: Raw -295132.451405 + Penalty 1537.118199 = -293595.333207 nChanged 59 SP:Iteration 12Q (12866.688110 sec): 3 clusters Score: Raw -295169.373817 + Penalty 1537.118199 = -293632.255618 nChanged 51 SP:Iteration 13Q (12866.699880 sec): 3 clusters Score: Raw -295196.296965 + Penalty 1537.118199 = -293659.178766 nChanged 41 SP:Iteration 14Q (12866.711400 sec): 3 clusters Score: Raw -295220.504443 + Penalty 1537.118199 = -293683.386244 nChanged 45 SP:Iteration 15Q (12866.723042 sec): 3 clusters Score: Raw -295248.596736 + Penalty 1537.118199 = -293711.478537 nChanged 37 SP:Iteration 16Q (12866.734488 sec): 3 clusters Score: Raw -295272.953069 + Penalty 1537.118199 = -293735.834870 nChanged 33 SP:Iteration 17Q (12866.745844 sec): 3 clusters Score: Raw -295296.171683 + Penalty 1537.118199 = -293759.053484 nChanged 31 SP:Iteration 18Q (12866.757226 sec): 3 clusters Score: Raw -295318.273395 + Penalty 1537.118199 = -293781.155196 nChanged 22 SP:Iteration 19Q (12866.768670 sec): 3 clusters Score: Raw -295333.277272 + Penalty 1537.118199 = -293796.159073 nChanged 20 SP:Iteration 20F (12866.780613 sec): 3 clusters Score: Raw -295352.910713 + Penalty 1537.118199 = -293815.792514 nChanged 24 SP:Iteration 21Q (12866.791975 sec): 3 clusters Score: Raw -295371.118000 + Penalty 1537.118199 = -293833.999801 nChanged 15 SP:Iteration 22Q (12866.803333 sec): 3 clusters Score: Raw -295383.055119 + Penalty 1537.118199 = -293845.936921 nChanged 19 SP:Iteration 23Q (12866.814516 sec): 3 clusters Score: Raw -295397.284390 + Penalty 1537.118199 = -293860.166191 nChanged 14 SP:Iteration 24Q (12866.825735 sec): 3 clusters Score: Raw -295406.622601 + Penalty 1537.118199 = -293869.504402 nChanged 8 SP:Iteration 25Q (12866.836986 sec): 3 clusters Score: Raw -295414.340424 + Penalty 1537.118199 = -293877.222225 nChanged 7 SP:Iteration 26Q (12866.848210 sec): 3 clusters Score: Raw -295423.291603 + Penalty 1537.118199 = -293886.173404 nChanged 13 SP:Iteration 27Q (12866.859385 sec): 3 clusters Score: Raw -295431.328999 + Penalty 1537.118199 = -293894.210800 nChanged 8 SP:Iteration 28Q (12866.870597 sec): 3 clusters Score: Raw -295438.134792 + Penalty 1537.118199 = -293901.016594 nChanged 8 SP:Iteration 29Q (12866.881658 sec): 3 clusters Score: Raw -295443.277584 + Penalty 1537.118199 = -293906.159386 nChanged 7 SP:Iteration 30Q (12866.892741 sec): 3 clusters Score: Raw -295448.270722 + Penalty 1537.118199 = -293911.152523 nChanged 7 SP:Iteration 31Q (12866.903894 sec): 3 clusters Score: Raw -295451.263783 + Penalty 1537.118199 = -293914.145584 nChanged 4 SP:Iteration 32Q (12866.915049 sec): 3 clusters Score: Raw -295452.585711 + Penalty 1537.118199 = -293915.467512 nChanged 1 SP:Iteration 33Q (12866.926161 sec): 3 clusters Score: Raw -295453.177556 + Penalty 1537.118199 = -293916.059357 nChanged 3 SP:Iteration 34Q (12866.937322 sec): 3 clusters Score: Raw -295454.578832 + Penalty 1537.118199 = -293917.460633 nChanged 3 SP:Iteration 35Q (12866.948349 sec): 3 clusters Score: Raw -295457.746710 + Penalty 1537.118199 = -293920.628511 nChanged 5 SP:Iteration 36Q (12866.959434 sec): 3 clusters Score: Raw -295460.596895 + Penalty 1537.118199 = -293923.478696 nChanged 1 SP:Iteration 37Q (12866.970573 sec): 3 clusters Score: Raw -295461.017669 + Penalty 1537.118199 = -293923.899471 nChanged 1 SP:Iteration 38Q (12866.981693 sec): 3 clusters Score: Raw -295461.295492 + Penalty 1537.118199 = -293924.177293 nChanged 2 SP:Iteration 39Q (12866.992827 sec): 3 clusters Score: Raw -295461.928460 + Penalty 1537.118199 = -293924.810261 nChanged 0 SP:Iteration 40F (12867.004683 sec): 3 clusters Score: Raw -295461.928460 + Penalty 1537.118199 = -293924.810261 nChanged 0 Trying to split cluster 31 (10308 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12867.027316 sec): 2 clusters Score: Raw -994078.394693 + Penalty 877.864179 = -993200.530514 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12867.052490 sec): 3 clusters Score: Raw -987967.821378 + Penalty 1755.728359 = -986212.093020 nChanged 4618 SP:Iteration 1F (12867.076734 sec): 3 clusters Score: Raw -990636.420928 + Penalty 1755.728359 = -988880.692570 nChanged 585 SP:Iteration 2F (12867.129276 sec): 3 clusters Score: Raw -990885.821627 + Penalty 1755.728359 = -989130.093268 nChanged 520 SP:Iteration 3F (12867.153367 sec): 3 clusters Score: Raw -991078.466412 + Penalty 1755.728359 = -989322.738054 nChanged 417 SP:Iteration 4Q (12867.177797 sec): 3 clusters Score: Raw -991211.662725 + Penalty 1755.728359 = -989455.934367 nChanged 355 SP:Iteration 5Q (12867.202264 sec): 3 clusters Score: Raw -991342.248427 + Penalty 1755.728359 = -989586.520068 nChanged 352 SP:Iteration 6Q (12867.226677 sec): 3 clusters Score: Raw -991463.572192 + Penalty 1755.728359 = -989707.843833 nChanged 331 SP:Iteration 7Q (12867.251162 sec): 3 clusters Score: Raw -991580.129825 + Penalty 1755.728359 = -989824.401467 nChanged 314 SP:Iteration 8Q (12867.275817 sec): 3 clusters Score: Raw -991698.991083 + Penalty 1755.728359 = -989943.262724 nChanged 339 SP:Iteration 9Q (12867.300097 sec): 3 clusters Score: Raw -991841.150420 + Penalty 1755.728359 = -990085.422062 nChanged 344 SP:Iteration 10Q (12867.324455 sec): 3 clusters Score: Raw -992020.606385 + Penalty 1755.728359 = -990264.878027 nChanged 373 SP:Iteration 11Q (12867.348921 sec): 3 clusters Score: Raw -992231.955695 + Penalty 1755.728359 = -990476.227337 nChanged 342 SP:Iteration 12Q (12867.373256 sec): 3 clusters Score: Raw -992432.686336 + Penalty 1755.728359 = -990676.957977 nChanged 337 SP:Iteration 13Q (12867.397391 sec): 3 clusters Score: Raw -992619.534474 + Penalty 1755.728359 = -990863.806116 nChanged 274 SP:Iteration 14Q (12867.421434 sec): 3 clusters Score: Raw -992765.637774 + Penalty 1755.728359 = -991009.909415 nChanged 239 SP:Iteration 15Q (12867.445346 sec): 3 clusters Score: Raw -992872.154584 + Penalty 1755.728359 = -991116.426226 nChanged 223 SP:Iteration 16Q (12867.469121 sec): 3 clusters Score: Raw -992956.349688 + Penalty 1755.728359 = -991200.621330 nChanged 184 SP:Iteration 17Q (12867.492600 sec): 3 clusters Score: Raw -993025.331727 + Penalty 1755.728359 = -991269.603368 nChanged 172 SP:Iteration 18Q (12867.515982 sec): 3 clusters Score: Raw -993096.881568 + Penalty 1755.728359 = -991341.153209 nChanged 186 SP:Iteration 19Q (12867.539739 sec): 3 clusters Score: Raw -993180.866584 + Penalty 1755.728359 = -991425.138226 nChanged 165 SP:Iteration 20F (12867.564207 sec): 3 clusters Score: Raw -993259.295044 + Penalty 1755.728359 = -991503.566685 nChanged 182 SP:Iteration 21Q (12867.587268 sec): 3 clusters Score: Raw -993357.456470 + Penalty 1755.728359 = -991601.728111 nChanged 186 SP:Iteration 22Q (12867.610378 sec): 3 clusters Score: Raw -993453.094021 + Penalty 1755.728359 = -991697.365662 nChanged 175 SP:Iteration 23Q (12867.633202 sec): 3 clusters Score: Raw -993542.220129 + Penalty 1755.728359 = -991786.491771 nChanged 149 SP:Iteration 24Q (12867.656075 sec): 3 clusters Score: Raw -993627.937825 + Penalty 1755.728359 = -991872.209467 nChanged 141 SP:Iteration 25Q (12867.678698 sec): 3 clusters Score: Raw -993707.720337 + Penalty 1755.728359 = -991951.991979 nChanged 133 SP:Iteration 26Q (12867.701203 sec): 3 clusters Score: Raw -993783.921223 + Penalty 1755.728359 = -992028.192865 nChanged 114 SP:Iteration 27Q (12867.723577 sec): 3 clusters Score: Raw -993853.950095 + Penalty 1755.728359 = -992098.221736 nChanged 118 SP:Iteration 28Q (12867.745792 sec): 3 clusters Score: Raw -993932.404541 + Penalty 1755.728359 = -992176.676182 nChanged 108 SP:Iteration 29Q (12867.767935 sec): 3 clusters Score: Raw -994004.130453 + Penalty 1755.728359 = -992248.402094 nChanged 87 SP:Iteration 30Q (12867.790119 sec): 3 clusters Score: Raw -994057.673371 + Penalty 1755.728359 = -992301.945012 nChanged 62 SP:Iteration 31Q (12867.812174 sec): 3 clusters Score: Raw -994094.662858 + Penalty 1755.728359 = -992338.934499 nChanged 39 SP:Iteration 32Q (12867.833991 sec): 3 clusters Score: Raw -994119.831983 + Penalty 1755.728359 = -992364.103624 nChanged 31 SP:Iteration 33Q (12867.855994 sec): 3 clusters Score: Raw -994141.561296 + Penalty 1755.728359 = -992385.832938 nChanged 29 SP:Iteration 34Q (12867.877836 sec): 3 clusters Score: Raw -994160.578550 + Penalty 1755.728359 = -992404.850191 nChanged 17 SP:Iteration 35Q (12867.899625 sec): 3 clusters Score: Raw -994169.319404 + Penalty 1755.728359 = -992413.591046 nChanged 7 SP:Iteration 36Q (12867.921523 sec): 3 clusters Score: Raw -994172.282088 + Penalty 1755.728359 = -992416.553730 nChanged 7 SP:Iteration 37Q (12867.943311 sec): 3 clusters Score: Raw -994176.081175 + Penalty 1755.728359 = -992420.352816 nChanged 6 SP:Iteration 38Q (12867.965164 sec): 3 clusters Score: Raw -994178.099848 + Penalty 1755.728359 = -992422.371489 nChanged 6 SP:Iteration 39Q (12867.986909 sec): 3 clusters Score: Raw -994180.359865 + Penalty 1755.728359 = -992424.631506 nChanged 3 SP:Iteration 40F (12868.011260 sec): 3 clusters Score: Raw -994181.276154 + Penalty 1755.728359 = -992425.547795 nChanged 3 SP:Iteration 41Q (12868.033390 sec): 3 clusters Score: Raw -994182.393877 + Penalty 1755.728359 = -992426.665518 nChanged 1 SP:Iteration 42Q (12868.055250 sec): 3 clusters Score: Raw -994183.234634 + Penalty 1755.728359 = -992427.506275 nChanged 2 SP:Iteration 43Q (12868.077178 sec): 3 clusters Score: Raw -994184.653014 + Penalty 1755.728359 = -992428.924656 nChanged 5 SP:Iteration 44Q (12868.099052 sec): 3 clusters Score: Raw -994186.823979 + Penalty 1755.728359 = -992431.095620 nChanged 3 SP:Iteration 45Q (12868.120741 sec): 3 clusters Score: Raw -994188.325710 + Penalty 1755.728359 = -992432.597352 nChanged 4 SP:Iteration 46Q (12868.142483 sec): 3 clusters Score: Raw -994190.937153 + Penalty 1755.728359 = -992435.208794 nChanged 0 SP:Iteration 47F (12868.166773 sec): 3 clusters Score: Raw -994190.937153 + Penalty 1755.728359 = -992435.208794 nChanged 0 Trying to split cluster 32 (3951 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12868.183545 sec): 2 clusters Score: Raw -380491.899103 + Penalty 786.763779 = -379705.135324 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12868.198855 sec): 3 clusters Score: Raw -378344.627213 + Penalty 1573.527558 = -376771.099654 nChanged 1661 SP:Iteration 1F (12868.212929 sec): 3 clusters Score: Raw -379268.796617 + Penalty 1573.527558 = -377695.269059 nChanged 304 SP:Iteration 2F (12868.226961 sec): 3 clusters Score: Raw -379448.335792 + Penalty 1573.527558 = -377874.808234 nChanged 235 SP:Iteration 3F (12868.241066 sec): 3 clusters Score: Raw -379577.449381 + Penalty 1573.527558 = -378003.921823 nChanged 185 SP:Iteration 4Q (12868.255277 sec): 3 clusters Score: Raw -379693.708824 + Penalty 1573.527558 = -378120.181266 nChanged 170 SP:Iteration 5Q (12868.269192 sec): 3 clusters Score: Raw -379794.291680 + Penalty 1573.527558 = -378220.764122 nChanged 166 SP:Iteration 6Q (12868.283096 sec): 3 clusters Score: Raw -379896.025499 + Penalty 1573.527558 = -378322.497941 nChanged 162 SP:Iteration 7Q (12868.296992 sec): 3 clusters Score: Raw -380001.836356 + Penalty 1573.527558 = -378428.308798 nChanged 142 SP:Iteration 8Q (12868.310982 sec): 3 clusters Score: Raw -380086.517514 + Penalty 1573.527558 = -378512.989956 nChanged 136 SP:Iteration 9Q (12868.324998 sec): 3 clusters Score: Raw -380159.195900 + Penalty 1573.527558 = -378585.668342 nChanged 106 SP:Iteration 10Q (12868.339061 sec): 3 clusters Score: Raw -380217.854489 + Penalty 1573.527558 = -378644.326930 nChanged 91 SP:Iteration 11Q (12868.353043 sec): 3 clusters Score: Raw -380260.329847 + Penalty 1573.527558 = -378686.802288 nChanged 73 SP:Iteration 12Q (12868.366962 sec): 3 clusters Score: Raw -380293.319820 + Penalty 1573.527558 = -378719.792262 nChanged 61 SP:Iteration 13Q (12868.380721 sec): 3 clusters Score: Raw -380319.914946 + Penalty 1573.527558 = -378746.387387 nChanged 58 SP:Iteration 14Q (12868.394515 sec): 3 clusters Score: Raw -380343.254731 + Penalty 1573.527558 = -378769.727173 nChanged 52 SP:Iteration 15Q (12868.408405 sec): 3 clusters Score: Raw -380362.706444 + Penalty 1573.527558 = -378789.178885 nChanged 56 SP:Iteration 16Q (12868.422334 sec): 3 clusters Score: Raw -380381.405908 + Penalty 1573.527558 = -378807.878350 nChanged 35 SP:Iteration 17Q (12868.436201 sec): 3 clusters Score: Raw -380389.939514 + Penalty 1573.527558 = -378816.411956 nChanged 25 SP:Iteration 18Q (12868.450073 sec): 3 clusters Score: Raw -380394.784623 + Penalty 1573.527558 = -378821.257065 nChanged 14 SP:Iteration 19Q (12868.463741 sec): 3 clusters Score: Raw -380397.010110 + Penalty 1573.527558 = -378823.482551 nChanged 14 SP:Iteration 20F (12868.477763 sec): 3 clusters Score: Raw -380398.443638 + Penalty 1573.527558 = -378824.916079 nChanged 10 SP:Iteration 21Q (12868.491737 sec): 3 clusters Score: Raw -380400.347692 + Penalty 1573.527558 = -378826.820134 nChanged 7 SP:Iteration 22Q (12868.505484 sec): 3 clusters Score: Raw -380401.362900 + Penalty 1573.527558 = -378827.835342 nChanged 4 SP:Iteration 23Q (12868.519415 sec): 3 clusters Score: Raw -380401.775161 + Penalty 1573.527558 = -378828.247603 nChanged 4 SP:Iteration 24Q (12868.533284 sec): 3 clusters Score: Raw -380402.150244 + Penalty 1573.527558 = -378828.622685 nChanged 4 SP:Iteration 25Q (12868.547144 sec): 3 clusters Score: Raw -380402.578927 + Penalty 1573.527558 = -378829.051369 nChanged 1 SP:Iteration 26Q (12868.561001 sec): 3 clusters Score: Raw -380402.853950 + Penalty 1573.527558 = -378829.326392 nChanged 2 SP:Iteration 27Q (12868.574898 sec): 3 clusters Score: Raw -380403.401036 + Penalty 1573.527558 = -378829.873477 nChanged 2 SP:Iteration 28Q (12868.588637 sec): 3 clusters Score: Raw -380404.132173 + Penalty 1573.527558 = -378830.604615 nChanged 4 SP:Iteration 29Q (12868.602481 sec): 3 clusters Score: Raw -380404.609282 + Penalty 1573.527558 = -378831.081724 nChanged 4 SP:Iteration 30Q (12868.616336 sec): 3 clusters Score: Raw -380405.369484 + Penalty 1573.527558 = -378831.841926 nChanged 5 SP:Iteration 31Q (12868.630231 sec): 3 clusters Score: Raw -380407.257343 + Penalty 1573.527558 = -378833.729785 nChanged 7 SP:Iteration 32Q (12868.644112 sec): 3 clusters Score: Raw -380408.674828 + Penalty 1573.527558 = -378835.147270 nChanged 13 SP:Iteration 33Q (12868.657956 sec): 3 clusters Score: Raw -380410.676239 + Penalty 1573.527558 = -378837.148681 nChanged 9 SP:Iteration 34Q (12868.671808 sec): 3 clusters Score: Raw -380412.037746 + Penalty 1573.527558 = -378838.510188 nChanged 9 SP:Iteration 35Q (12868.685657 sec): 3 clusters Score: Raw -380413.640081 + Penalty 1573.527558 = -378840.112523 nChanged 9 SP:Iteration 36Q (12868.699500 sec): 3 clusters Score: Raw -380415.024879 + Penalty 1573.527558 = -378841.497321 nChanged 4 SP:Iteration 37Q (12868.713369 sec): 3 clusters Score: Raw -380415.432142 + Penalty 1573.527558 = -378841.904584 nChanged 2 SP:Iteration 38Q (12868.727064 sec): 3 clusters Score: Raw -380415.624528 + Penalty 1573.527558 = -378842.096969 nChanged 0 SP:Iteration 39F (12868.741123 sec): 3 clusters Score: Raw -380415.624528 + Penalty 1573.527558 = -378842.096969 nChanged 0 Trying to split cluster 33 (536 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12868.755272 sec): 2 clusters Score: Raw -42027.254918 + Penalty 596.992745 = -41430.262173 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12868.758066 sec): 3 clusters Score: Raw -41892.335499 + Penalty 1193.985491 = -40698.350008 nChanged 164 SP:Iteration 1F (12868.760548 sec): 3 clusters Score: Raw -42093.606472 + Penalty 1193.985491 = -40899.620981 nChanged 44 SP:Iteration 2F (12868.762991 sec): 3 clusters Score: Raw -42164.307287 + Penalty 1193.985491 = -40970.321796 nChanged 20 SP:Iteration 3Q (12868.765411 sec): 3 clusters Score: Raw -42202.589749 + Penalty 1193.985491 = -41008.604258 nChanged 15 SP:Iteration 4Q (12868.767924 sec): 3 clusters Score: Raw -42286.446765 + Penalty 1193.985491 = -41092.461274 nChanged 23 SP:Iteration 5Q (12868.770313 sec): 3 clusters Score: Raw -42345.234026 + Penalty 1193.985491 = -41151.248535 nChanged 14 SP:Iteration 6Q (12868.772672 sec): 3 clusters Score: Raw -42362.972817 + Penalty 1193.985491 = -41168.987326 nChanged 11 SP:Iteration 7Q (12868.775086 sec): 3 clusters Score: Raw -42381.458380 + Penalty 1193.985491 = -41187.472889 nChanged 11 SP:Iteration 8Q (12868.777452 sec): 3 clusters Score: Raw -42403.276131 + Penalty 1193.985491 = -41209.290640 nChanged 12 SP:Iteration 9Q (12868.779847 sec): 3 clusters Score: Raw -42420.064392 + Penalty 1193.985491 = -41226.078901 nChanged 10 SP:Iteration 10Q (12868.782249 sec): 3 clusters Score: Raw -42432.011125 + Penalty 1193.985491 = -41238.025634 nChanged 11 SP:Iteration 11Q (12868.784617 sec): 3 clusters Score: Raw -42443.567167 + Penalty 1193.985491 = -41249.581677 nChanged 11 SP:Iteration 12Q (12868.786956 sec): 3 clusters Score: Raw -42454.695507 + Penalty 1193.985491 = -41260.710017 nChanged 10 SP:Iteration 13Q (12868.789345 sec): 3 clusters Score: Raw -42462.337079 + Penalty 1193.985491 = -41268.351588 nChanged 10 SP:Iteration 14Q (12868.791715 sec): 3 clusters Score: Raw -42469.967513 + Penalty 1193.985491 = -41275.982023 nChanged 5 SP:Iteration 15Q (12868.794042 sec): 3 clusters Score: Raw -42474.756659 + Penalty 1193.985491 = -41280.771169 nChanged 4 SP:Iteration 16Q (12868.796367 sec): 3 clusters Score: Raw -42478.480697 + Penalty 1193.985491 = -41284.495206 nChanged 2 SP:Iteration 17Q (12868.798765 sec): 3 clusters Score: Raw -42479.308488 + Penalty 1193.985491 = -41285.322997 nChanged 0 SP:Iteration 18F (12868.801239 sec): 3 clusters Score: Raw -42479.308488 + Penalty 1193.985491 = -41285.322997 nChanged 0 Trying to split cluster 34 (12719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12868.827262 sec): 2 clusters Score: Raw -1195788.439864 + Penalty 897.830961 = -1194890.608904 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12868.856229 sec): 3 clusters Score: Raw -1188142.541301 + Penalty 1795.661921 = -1186346.879379 nChanged 5706 SP:Iteration 1F (12868.883831 sec): 3 clusters Score: Raw -1191356.024387 + Penalty 1795.661921 = -1189560.362466 nChanged 647 SP:Iteration 2F (12868.911346 sec): 3 clusters Score: Raw -1191599.160693 + Penalty 1795.661921 = -1189803.498771 nChanged 610 SP:Iteration 3Q (12868.938734 sec): 3 clusters Score: Raw -1191845.086075 + Penalty 1795.661921 = -1190049.424153 nChanged 604 SP:Iteration 4Q (12868.966357 sec): 3 clusters Score: Raw -1192107.737504 + Penalty 1795.661921 = -1190312.075582 nChanged 630 SP:Iteration 5Q (12868.993976 sec): 3 clusters Score: Raw -1192423.185939 + Penalty 1795.661921 = -1190627.524018 nChanged 625 SP:Iteration 6Q (12869.021139 sec): 3 clusters Score: Raw -1192784.077276 + Penalty 1795.661921 = -1190988.415355 nChanged 677 SP:Iteration 7F (12869.049007 sec): 3 clusters Score: Raw -1193244.802819 + Penalty 1795.661921 = -1191449.140898 nChanged 686 SP:Iteration 8F (12869.076527 sec): 3 clusters Score: Raw -1193725.534486 + Penalty 1795.661921 = -1191929.872564 nChanged 637 SP:Iteration 9F (12869.104153 sec): 3 clusters Score: Raw -1194106.976869 + Penalty 1795.661921 = -1192311.314948 nChanged 494 SP:Iteration 10Q (12869.131200 sec): 3 clusters Score: Raw -1194362.970547 + Penalty 1795.661921 = -1192567.308626 nChanged 377 SP:Iteration 11Q (12869.158155 sec): 3 clusters Score: Raw -1194525.053867 + Penalty 1795.661921 = -1192729.391946 nChanged 287 SP:Iteration 12Q (12869.184791 sec): 3 clusters Score: Raw -1194637.328298 + Penalty 1795.661921 = -1192841.666376 nChanged 240 SP:Iteration 13Q (12869.211525 sec): 3 clusters Score: Raw -1194729.995146 + Penalty 1795.661921 = -1192934.333224 nChanged 223 SP:Iteration 14Q (12869.237850 sec): 3 clusters Score: Raw -1194809.421177 + Penalty 1795.661921 = -1193013.759256 nChanged 191 SP:Iteration 15Q (12869.264290 sec): 3 clusters Score: Raw -1194876.508930 + Penalty 1795.661921 = -1193080.847008 nChanged 169 SP:Iteration 16Q (12869.290632 sec): 3 clusters Score: Raw -1194940.678686 + Penalty 1795.661921 = -1193145.016765 nChanged 182 SP:Iteration 17Q (12869.316861 sec): 3 clusters Score: Raw -1195011.569436 + Penalty 1795.661921 = -1193215.907515 nChanged 169 SP:Iteration 18Q (12869.342938 sec): 3 clusters Score: Raw -1195075.178970 + Penalty 1795.661921 = -1193279.517049 nChanged 171 SP:Iteration 19Q (12869.368907 sec): 3 clusters Score: Raw -1195135.407579 + Penalty 1795.661921 = -1193339.745657 nChanged 158 SP:Iteration 20F (12869.396509 sec): 3 clusters Score: Raw -1195193.481243 + Penalty 1795.661921 = -1193397.819322 nChanged 155 SP:Iteration 21Q (12869.422333 sec): 3 clusters Score: Raw -1195259.685821 + Penalty 1795.661921 = -1193464.023900 nChanged 159 SP:Iteration 22Q (12869.448126 sec): 3 clusters Score: Raw -1195338.969684 + Penalty 1795.661921 = -1193543.307763 nChanged 148 SP:Iteration 23Q (12869.473767 sec): 3 clusters Score: Raw -1195408.357115 + Penalty 1795.661921 = -1193612.695193 nChanged 130 SP:Iteration 24Q (12869.499215 sec): 3 clusters Score: Raw -1195461.054534 + Penalty 1795.661921 = -1193665.392613 nChanged 120 SP:Iteration 25Q (12869.524664 sec): 3 clusters Score: Raw -1195508.909223 + Penalty 1795.661921 = -1193713.247302 nChanged 99 SP:Iteration 26Q (12869.549919 sec): 3 clusters Score: Raw -1195547.206639 + Penalty 1795.661921 = -1193751.544718 nChanged 85 SP:Iteration 27Q (12869.575019 sec): 3 clusters Score: Raw -1195581.136858 + Penalty 1795.661921 = -1193785.474937 nChanged 88 SP:Iteration 28Q (12869.636242 sec): 3 clusters Score: Raw -1195623.172913 + Penalty 1795.661921 = -1193827.510992 nChanged 84 SP:Iteration 29Q (12869.660575 sec): 3 clusters Score: Raw -1195662.240704 + Penalty 1795.661921 = -1193866.578782 nChanged 65 SP:Iteration 30Q (12869.685880 sec): 3 clusters Score: Raw -1195689.121432 + Penalty 1795.661921 = -1193893.459511 nChanged 52 SP:Iteration 31Q (12869.711095 sec): 3 clusters Score: Raw -1195706.347316 + Penalty 1795.661921 = -1193910.685395 nChanged 48 SP:Iteration 32Q (12869.736091 sec): 3 clusters Score: Raw -1195722.325713 + Penalty 1795.661921 = -1193926.663792 nChanged 48 SP:Iteration 33Q (12869.761238 sec): 3 clusters Score: Raw -1195740.458681 + Penalty 1795.661921 = -1193944.796759 nChanged 47 SP:Iteration 34Q (12869.786221 sec): 3 clusters Score: Raw -1195757.876877 + Penalty 1795.661921 = -1193962.214955 nChanged 58 SP:Iteration 35Q (12869.811223 sec): 3 clusters Score: Raw -1195784.852733 + Penalty 1795.661921 = -1193989.190812 nChanged 53 SP:Iteration 36Q (12869.836154 sec): 3 clusters Score: Raw -1195804.389658 + Penalty 1795.661921 = -1194008.727736 nChanged 50 SP:Iteration 37Q (12869.861030 sec): 3 clusters Score: Raw -1195827.732382 + Penalty 1795.661921 = -1194032.070461 nChanged 48 SP:Iteration 38Q (12869.885651 sec): 3 clusters Score: Raw -1195851.546918 + Penalty 1795.661921 = -1194055.884997 nChanged 50 SP:Iteration 39Q (12869.910279 sec): 3 clusters Score: Raw -1195876.000161 + Penalty 1795.661921 = -1194080.338239 nChanged 39 SP:Iteration 40F (12869.937650 sec): 3 clusters Score: Raw -1195893.412725 + Penalty 1795.661921 = -1194097.750803 nChanged 36 SP:Iteration 41Q (12869.962382 sec): 3 clusters Score: Raw -1195911.031197 + Penalty 1795.661921 = -1194115.369275 nChanged 38 SP:Iteration 42Q (12869.987006 sec): 3 clusters Score: Raw -1195929.581154 + Penalty 1795.661921 = -1194133.919233 nChanged 26 SP:Iteration 43Q (12870.011590 sec): 3 clusters Score: Raw -1195939.299657 + Penalty 1795.661921 = -1194143.637736 nChanged 16 SP:Iteration 44Q (12870.036233 sec): 3 clusters Score: Raw -1195944.479019 + Penalty 1795.661921 = -1194148.817098 nChanged 16 SP:Iteration 45Q (12870.060836 sec): 3 clusters Score: Raw -1195950.048512 + Penalty 1795.661921 = -1194154.386591 nChanged 13 SP:Iteration 46Q (12870.085390 sec): 3 clusters Score: Raw -1195956.781756 + Penalty 1795.661921 = -1194161.119834 nChanged 12 SP:Iteration 47Q (12870.109974 sec): 3 clusters Score: Raw -1195962.629661 + Penalty 1795.661921 = -1194166.967740 nChanged 15 SP:Iteration 48Q (12870.134473 sec): 3 clusters Score: Raw -1195967.794741 + Penalty 1795.661921 = -1194172.132820 nChanged 12 SP:Iteration 49Q (12870.158884 sec): 3 clusters Score: Raw -1195971.535797 + Penalty 1795.661921 = -1194175.873876 nChanged 9 SP:Iteration 50Q (12870.183296 sec): 3 clusters Score: Raw -1195974.521358 + Penalty 1795.661921 = -1194178.859437 nChanged 7 SP:Iteration 51Q (12870.207928 sec): 3 clusters Score: Raw -1195977.115937 + Penalty 1795.661921 = -1194181.454016 nChanged 3 SP:Iteration 52Q (12870.232510 sec): 3 clusters Score: Raw -1195977.702990 + Penalty 1795.661921 = -1194182.041068 nChanged 2 SP:Iteration 53Q (12870.257037 sec): 3 clusters Score: Raw -1195978.235847 + Penalty 1795.661921 = -1194182.573926 nChanged 2 SP:Iteration 54Q (12870.281536 sec): 3 clusters Score: Raw -1195978.904348 + Penalty 1795.661921 = -1194183.242427 nChanged 4 SP:Iteration 55Q (12870.306022 sec): 3 clusters Score: Raw -1195980.163911 + Penalty 1795.661921 = -1194184.501989 nChanged 3 SP:Iteration 56Q (12870.330502 sec): 3 clusters Score: Raw -1195981.119041 + Penalty 1795.661921 = -1194185.457120 nChanged 3 SP:Iteration 57Q (12870.355210 sec): 3 clusters Score: Raw -1195982.244866 + Penalty 1795.661921 = -1194186.582944 nChanged 4 SP:Iteration 58Q (12870.379717 sec): 3 clusters Score: Raw -1195984.184219 + Penalty 1795.661921 = -1194188.522298 nChanged 1 SP:Iteration 59Q (12870.404222 sec): 3 clusters Score: Raw -1195984.749240 + Penalty 1795.661921 = -1194189.087319 nChanged 3 SP:Iteration 60F (12870.431721 sec): 3 clusters Score: Raw -1195986.038751 + Penalty 1795.661921 = -1194190.376829 nChanged 4 SP:Iteration 61Q (12870.456373 sec): 3 clusters Score: Raw -1195987.463801 + Penalty 1795.661921 = -1194191.801880 nChanged 7 SP:Iteration 62Q (12870.480923 sec): 3 clusters Score: Raw -1195989.168174 + Penalty 1795.661921 = -1194193.506253 nChanged 2 SP:Iteration 63Q (12870.505412 sec): 3 clusters Score: Raw -1195989.846343 + Penalty 1795.661921 = -1194194.184422 nChanged 1 SP:Iteration 64Q (12870.529752 sec): 3 clusters Score: Raw -1195989.980708 + Penalty 1795.661921 = -1194194.318787 nChanged 0 SP:Iteration 65F (12870.557471 sec): 3 clusters Score: Raw -1195989.980708 + Penalty 1795.661921 = -1194194.318787 nChanged 0 Trying to split cluster 35 (7230 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12870.576810 sec): 2 clusters Score: Raw -694086.962064 + Penalty 844.169460 = -693242.792604 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12870.598505 sec): 3 clusters Score: Raw -689817.685369 + Penalty 1688.338920 = -688129.346450 nChanged 3258 SP:Iteration 1F (12870.619573 sec): 3 clusters Score: Raw -691524.608821 + Penalty 1688.338920 = -689836.269901 nChanged 414 SP:Iteration 2F (12870.640568 sec): 3 clusters Score: Raw -691683.944275 + Penalty 1688.338920 = -689995.605355 nChanged 368 SP:Iteration 3F (12870.661700 sec): 3 clusters Score: Raw -691845.312652 + Penalty 1688.338920 = -690156.973732 nChanged 369 SP:Iteration 4F (12870.682505 sec): 3 clusters Score: Raw -692052.040310 + Penalty 1688.338920 = -690363.701390 nChanged 421 SP:Iteration 5F (12870.703749 sec): 3 clusters Score: Raw -692314.593844 + Penalty 1688.338920 = -690626.254925 nChanged 441 SP:Iteration 6F (12870.724959 sec): 3 clusters Score: Raw -692594.466044 + Penalty 1688.338920 = -690906.127124 nChanged 417 SP:Iteration 7F (12870.745905 sec): 3 clusters Score: Raw -692851.411536 + Penalty 1688.338920 = -691163.072616 nChanged 381 SP:Iteration 8F (12870.766783 sec): 3 clusters Score: Raw -693086.929626 + Penalty 1688.338920 = -691398.590706 nChanged 321 SP:Iteration 9Q (12870.787805 sec): 3 clusters Score: Raw -693257.362334 + Penalty 1688.338920 = -691569.023414 nChanged 241 SP:Iteration 10Q (12870.808950 sec): 3 clusters Score: Raw -693390.602313 + Penalty 1688.338920 = -691702.263394 nChanged 210 SP:Iteration 11Q (12870.830073 sec): 3 clusters Score: Raw -693491.554589 + Penalty 1688.338920 = -691803.215669 nChanged 163 SP:Iteration 12Q (12870.850889 sec): 3 clusters Score: Raw -693565.329072 + Penalty 1688.338920 = -691876.990152 nChanged 147 SP:Iteration 13Q (12870.871947 sec): 3 clusters Score: Raw -693628.312252 + Penalty 1688.338920 = -691939.973332 nChanged 116 SP:Iteration 14Q (12870.892690 sec): 3 clusters Score: Raw -693667.598130 + Penalty 1688.338920 = -691979.259210 nChanged 99 SP:Iteration 15Q (12870.913689 sec): 3 clusters Score: Raw -693704.695877 + Penalty 1688.338920 = -692016.356957 nChanged 101 SP:Iteration 16Q (12870.934550 sec): 3 clusters Score: Raw -693738.135983 + Penalty 1688.338920 = -692049.797063 nChanged 91 SP:Iteration 17Q (12870.955510 sec): 3 clusters Score: Raw -693768.427409 + Penalty 1688.338920 = -692080.088489 nChanged 79 SP:Iteration 18Q (12870.976122 sec): 3 clusters Score: Raw -693794.577933 + Penalty 1688.338920 = -692106.239013 nChanged 76 SP:Iteration 19Q (12870.996797 sec): 3 clusters Score: Raw -693820.175313 + Penalty 1688.338920 = -692131.836394 nChanged 76 SP:Iteration 20F (12871.017805 sec): 3 clusters Score: Raw -693841.421343 + Penalty 1688.338920 = -692153.082423 nChanged 69 SP:Iteration 21Q (12871.038357 sec): 3 clusters Score: Raw -693858.584075 + Penalty 1688.338920 = -692170.245155 nChanged 57 SP:Iteration 22Q (12871.059182 sec): 3 clusters Score: Raw -693870.558751 + Penalty 1688.338920 = -692182.219831 nChanged 53 SP:Iteration 23Q (12871.079751 sec): 3 clusters Score: Raw -693882.721496 + Penalty 1688.338920 = -692194.382576 nChanged 49 SP:Iteration 24Q (12871.100428 sec): 3 clusters Score: Raw -693894.515496 + Penalty 1688.338920 = -692206.176576 nChanged 61 SP:Iteration 25Q (12871.120848 sec): 3 clusters Score: Raw -693910.813550 + Penalty 1688.338920 = -692222.474630 nChanged 50 SP:Iteration 26Q (12871.144007 sec): 3 clusters Score: Raw -693922.056087 + Penalty 1688.338920 = -692233.717167 nChanged 46 SP:Iteration 27Q (12871.164365 sec): 3 clusters Score: Raw -693933.643897 + Penalty 1688.338920 = -692245.304977 nChanged 44 SP:Iteration 28Q (12871.184782 sec): 3 clusters Score: Raw -693944.895723 + Penalty 1688.338920 = -692256.556804 nChanged 41 SP:Iteration 29Q (12871.205067 sec): 3 clusters Score: Raw -693952.191675 + Penalty 1688.338920 = -692263.852755 nChanged 37 SP:Iteration 30Q (12871.226789 sec): 3 clusters Score: Raw -693959.335462 + Penalty 1688.338920 = -692270.996542 nChanged 32 SP:Iteration 31Q (12871.247186 sec): 3 clusters Score: Raw -693964.575355 + Penalty 1688.338920 = -692276.236435 nChanged 25 SP:Iteration 32Q (12871.267827 sec): 3 clusters Score: Raw -693969.061790 + Penalty 1688.338920 = -692280.722870 nChanged 32 SP:Iteration 33Q (12871.288057 sec): 3 clusters Score: Raw -693975.008464 + Penalty 1688.338920 = -692286.669544 nChanged 24 SP:Iteration 34Q (12871.308542 sec): 3 clusters Score: Raw -693979.285983 + Penalty 1688.338920 = -692290.947063 nChanged 20 SP:Iteration 35Q (12871.349252 sec): 3 clusters Score: Raw -693981.940657 + Penalty 1688.338920 = -692293.601737 nChanged 22 SP:Iteration 36Q (12871.369672 sec): 3 clusters Score: Raw -693985.448237 + Penalty 1688.338920 = -692297.109318 nChanged 20 SP:Iteration 37Q (12871.389908 sec): 3 clusters Score: Raw -693989.505920 + Penalty 1688.338920 = -692301.167000 nChanged 20 SP:Iteration 38Q (12871.410175 sec): 3 clusters Score: Raw -693993.720848 + Penalty 1688.338920 = -692305.381928 nChanged 19 SP:Iteration 39Q (12871.430175 sec): 3 clusters Score: Raw -693998.814708 + Penalty 1688.338920 = -692310.475788 nChanged 16 SP:Iteration 40F (12871.451249 sec): 3 clusters Score: Raw -694002.777634 + Penalty 1688.338920 = -692314.438714 nChanged 14 SP:Iteration 41Q (12871.471486 sec): 3 clusters Score: Raw -694006.187420 + Penalty 1688.338920 = -692317.848500 nChanged 11 SP:Iteration 42Q (12871.491799 sec): 3 clusters Score: Raw -694008.311953 + Penalty 1688.338920 = -692319.973033 nChanged 14 SP:Iteration 43Q (12871.512028 sec): 3 clusters Score: Raw -694011.469702 + Penalty 1688.338920 = -692323.130782 nChanged 20 SP:Iteration 44Q (12871.532026 sec): 3 clusters Score: Raw -694016.530674 + Penalty 1688.338920 = -692328.191755 nChanged 24 SP:Iteration 45Q (12871.552316 sec): 3 clusters Score: Raw -694022.365465 + Penalty 1688.338920 = -692334.026545 nChanged 16 SP:Iteration 46Q (12871.572668 sec): 3 clusters Score: Raw -694024.601172 + Penalty 1688.338920 = -692336.262252 nChanged 15 SP:Iteration 47Q (12871.619627 sec): 3 clusters Score: Raw -694026.928953 + Penalty 1688.338920 = -692338.590033 nChanged 11 SP:Iteration 48Q (12871.647428 sec): 3 clusters Score: Raw -694028.966999 + Penalty 1688.338920 = -692340.628079 nChanged 14 SP:Iteration 49Q (12871.667850 sec): 3 clusters Score: Raw -694032.473435 + Penalty 1688.338920 = -692344.134515 nChanged 14 SP:Iteration 50Q (12871.688146 sec): 3 clusters Score: Raw -694035.112455 + Penalty 1688.338920 = -692346.773535 nChanged 21 SP:Iteration 51Q (12871.708093 sec): 3 clusters Score: Raw -694038.064791 + Penalty 1688.338920 = -692349.725871 nChanged 21 SP:Iteration 52Q (12871.728134 sec): 3 clusters Score: Raw -694042.294638 + Penalty 1688.338920 = -692353.955718 nChanged 26 SP:Iteration 53Q (12871.748167 sec): 3 clusters Score: Raw -694049.208077 + Penalty 1688.338920 = -692360.869157 nChanged 30 SP:Iteration 54Q (12871.768361 sec): 3 clusters Score: Raw -694058.605399 + Penalty 1688.338920 = -692370.266479 nChanged 35 SP:Iteration 55Q (12871.788766 sec): 3 clusters Score: Raw -694067.892897 + Penalty 1688.338920 = -692379.553977 nChanged 32 SP:Iteration 56Q (12871.808787 sec): 3 clusters Score: Raw -694073.914006 + Penalty 1688.338920 = -692385.575086 nChanged 24 SP:Iteration 57Q (12871.829059 sec): 3 clusters Score: Raw -694078.600327 + Penalty 1688.338920 = -692390.261407 nChanged 18 SP:Iteration 58Q (12871.849356 sec): 3 clusters Score: Raw -694081.996999 + Penalty 1688.338920 = -692393.658079 nChanged 18 SP:Iteration 59Q (12871.869536 sec): 3 clusters Score: Raw -694086.057362 + Penalty 1688.338920 = -692397.718442 nChanged 21 SP:Iteration 60F (12871.890707 sec): 3 clusters Score: Raw -694091.748029 + Penalty 1688.338920 = -692403.409110 nChanged 25 SP:Iteration 61Q (12871.910655 sec): 3 clusters Score: Raw -694100.330885 + Penalty 1688.338920 = -692411.991965 nChanged 23 SP:Iteration 62Q (12871.930965 sec): 3 clusters Score: Raw -694107.731911 + Penalty 1688.338920 = -692419.392991 nChanged 22 SP:Iteration 63Q (12871.950971 sec): 3 clusters Score: Raw -694114.882973 + Penalty 1688.338920 = -692426.544053 nChanged 25 SP:Iteration 64Q (12871.970841 sec): 3 clusters Score: Raw -694121.018673 + Penalty 1688.338920 = -692432.679753 nChanged 20 SP:Iteration 65Q (12871.990871 sec): 3 clusters Score: Raw -694125.538944 + Penalty 1688.338920 = -692437.200024 nChanged 18 SP:Iteration 66Q (12872.010876 sec): 3 clusters Score: Raw -694129.214889 + Penalty 1688.338920 = -692440.875969 nChanged 18 SP:Iteration 67Q (12872.030712 sec): 3 clusters Score: Raw -694134.519721 + Penalty 1688.338920 = -692446.180801 nChanged 22 SP:Iteration 68Q (12872.050811 sec): 3 clusters Score: Raw -694140.666823 + Penalty 1688.338920 = -692452.327903 nChanged 28 SP:Iteration 69Q (12872.071041 sec): 3 clusters Score: Raw -694146.430821 + Penalty 1688.338920 = -692458.091901 nChanged 20 SP:Iteration 70Q (12872.090993 sec): 3 clusters Score: Raw -694150.175867 + Penalty 1688.338920 = -692461.836947 nChanged 11 SP:Iteration 71Q (12872.111235 sec): 3 clusters Score: Raw -694152.378550 + Penalty 1688.338920 = -692464.039630 nChanged 12 SP:Iteration 72Q (12872.131303 sec): 3 clusters Score: Raw -694155.144674 + Penalty 1688.338920 = -692466.805754 nChanged 6 SP:Iteration 73Q (12872.151429 sec): 3 clusters Score: Raw -694156.367348 + Penalty 1688.338920 = -692468.028428 nChanged 7 SP:Iteration 74Q (12872.171344 sec): 3 clusters Score: Raw -694158.160454 + Penalty 1688.338920 = -692469.821534 nChanged 8 SP:Iteration 75Q (12872.191334 sec): 3 clusters Score: Raw -694159.494970 + Penalty 1688.338920 = -692471.156050 nChanged 6 SP:Iteration 76Q (12872.211298 sec): 3 clusters Score: Raw -694160.329235 + Penalty 1688.338920 = -692471.990315 nChanged 5 SP:Iteration 77Q (12872.231181 sec): 3 clusters Score: Raw -694160.804539 + Penalty 1688.338920 = -692472.465619 nChanged 3 SP:Iteration 78Q (12872.251005 sec): 3 clusters Score: Raw -694160.998689 + Penalty 1688.338920 = -692472.659770 nChanged 2 SP:Iteration 79Q (12872.271093 sec): 3 clusters Score: Raw -694161.413077 + Penalty 1688.338920 = -692473.074157 nChanged 2 SP:Iteration 80F (12872.292401 sec): 3 clusters Score: Raw -694161.499730 + Penalty 1688.338920 = -692473.160810 nChanged 2 SP:Iteration 81Q (12872.312345 sec): 3 clusters Score: Raw -694161.570643 + Penalty 1688.338920 = -692473.231723 nChanged 1 SP:Iteration 82Q (12872.332140 sec): 3 clusters Score: Raw -694161.617982 + Penalty 1688.338920 = -692473.279063 nChanged 1 SP:Iteration 83Q (12872.351969 sec): 3 clusters Score: Raw -694161.736600 + Penalty 1688.338920 = -692473.397680 nChanged 1 SP:Iteration 84Q (12872.372041 sec): 3 clusters Score: Raw -694161.797341 + Penalty 1688.338920 = -692473.458421 nChanged 0 SP:Iteration 85F (12872.392956 sec): 3 clusters Score: Raw -694161.797341 + Penalty 1688.338920 = -692473.458421 nChanged 0 Trying to split cluster 36 (3732 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12872.409701 sec): 2 clusters Score: Raw -330388.551766 + Penalty 781.346458 = -329607.205308 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12872.424187 sec): 3 clusters Score: Raw -328434.808688 + Penalty 1562.692917 = -326872.115771 nChanged 1547 SP:Iteration 1F (12872.437524 sec): 3 clusters Score: Raw -329347.997581 + Penalty 1562.692917 = -327785.304664 nChanged 307 SP:Iteration 2F (12872.450843 sec): 3 clusters Score: Raw -329535.622447 + Penalty 1562.692917 = -327972.929530 nChanged 261 SP:Iteration 3F (12872.464049 sec): 3 clusters Score: Raw -329730.256139 + Penalty 1562.692917 = -328167.563223 nChanged 256 SP:Iteration 4F (12872.477365 sec): 3 clusters Score: Raw -329921.212942 + Penalty 1562.692917 = -328358.520026 nChanged 231 SP:Iteration 5F (12872.490528 sec): 3 clusters Score: Raw -330096.337817 + Penalty 1562.692917 = -328533.644900 nChanged 172 SP:Iteration 6Q (12872.503787 sec): 3 clusters Score: Raw -330220.188819 + Penalty 1562.692917 = -328657.495902 nChanged 132 SP:Iteration 7Q (12872.516982 sec): 3 clusters Score: Raw -330305.532755 + Penalty 1562.692917 = -328742.839838 nChanged 97 SP:Iteration 8Q (12872.530176 sec): 3 clusters Score: Raw -330358.239218 + Penalty 1562.692917 = -328795.546301 nChanged 76 SP:Iteration 9Q (12872.543204 sec): 3 clusters Score: Raw -330395.554340 + Penalty 1562.692917 = -328832.861423 nChanged 58 SP:Iteration 10Q (12872.556346 sec): 3 clusters Score: Raw -330418.680053 + Penalty 1562.692917 = -328855.987136 nChanged 41 SP:Iteration 11Q (12872.569274 sec): 3 clusters Score: Raw -330436.696571 + Penalty 1562.692917 = -328874.003654 nChanged 49 SP:Iteration 12Q (12872.582334 sec): 3 clusters Score: Raw -330456.858349 + Penalty 1562.692917 = -328894.165433 nChanged 43 SP:Iteration 13Q (12872.595389 sec): 3 clusters Score: Raw -330481.326121 + Penalty 1562.692917 = -328918.633204 nChanged 46 SP:Iteration 14Q (12872.608396 sec): 3 clusters Score: Raw -330502.379941 + Penalty 1562.692917 = -328939.687024 nChanged 29 SP:Iteration 15Q (12872.621437 sec): 3 clusters Score: Raw -330514.097897 + Penalty 1562.692917 = -328951.404981 nChanged 26 SP:Iteration 16Q (12872.634234 sec): 3 clusters Score: Raw -330524.881380 + Penalty 1562.692917 = -328962.188464 nChanged 23 SP:Iteration 17Q (12872.647098 sec): 3 clusters Score: Raw -330535.902375 + Penalty 1562.692917 = -328973.209458 nChanged 22 SP:Iteration 18Q (12872.660045 sec): 3 clusters Score: Raw -330549.751969 + Penalty 1562.692917 = -328987.059053 nChanged 24 SP:Iteration 19Q (12872.672939 sec): 3 clusters Score: Raw -330570.752737 + Penalty 1562.692917 = -329008.059820 nChanged 24 SP:Iteration 20F (12872.686207 sec): 3 clusters Score: Raw -330582.803362 + Penalty 1562.692917 = -329020.110445 nChanged 19 SP:Iteration 21Q (12872.699093 sec): 3 clusters Score: Raw -330591.880522 + Penalty 1562.692917 = -329029.187605 nChanged 17 SP:Iteration 22Q (12872.711951 sec): 3 clusters Score: Raw -330598.562389 + Penalty 1562.692917 = -329035.869472 nChanged 18 SP:Iteration 23Q (12872.724794 sec): 3 clusters Score: Raw -330605.620153 + Penalty 1562.692917 = -329042.927236 nChanged 14 SP:Iteration 24Q (12872.737637 sec): 3 clusters Score: Raw -330610.548493 + Penalty 1562.692917 = -329047.855576 nChanged 11 SP:Iteration 25Q (12872.750496 sec): 3 clusters Score: Raw -330616.315385 + Penalty 1562.692917 = -329053.622468 nChanged 12 SP:Iteration 26Q (12872.763333 sec): 3 clusters Score: Raw -330620.542814 + Penalty 1562.692917 = -329057.849897 nChanged 13 SP:Iteration 27Q (12872.776186 sec): 3 clusters Score: Raw -330624.860410 + Penalty 1562.692917 = -329062.167493 nChanged 11 SP:Iteration 28Q (12872.788848 sec): 3 clusters Score: Raw -330627.921239 + Penalty 1562.692917 = -329065.228323 nChanged 3 SP:Iteration 29Q (12872.801617 sec): 3 clusters Score: Raw -330628.323476 + Penalty 1562.692917 = -329065.630560 nChanged 2 SP:Iteration 30Q (12872.814389 sec): 3 clusters Score: Raw -330628.631361 + Penalty 1562.692917 = -329065.938445 nChanged 3 SP:Iteration 31Q (12872.827193 sec): 3 clusters Score: Raw -330629.723917 + Penalty 1562.692917 = -329067.031000 nChanged 2 SP:Iteration 32Q (12872.839998 sec): 3 clusters Score: Raw -330631.295317 + Penalty 1562.692917 = -329068.602400 nChanged 3 SP:Iteration 33Q (12872.852658 sec): 3 clusters Score: Raw -330632.178220 + Penalty 1562.692917 = -329069.485304 nChanged 4 SP:Iteration 34Q (12872.865439 sec): 3 clusters Score: Raw -330633.123119 + Penalty 1562.692917 = -329070.430202 nChanged 2 SP:Iteration 35Q (12872.878238 sec): 3 clusters Score: Raw -330634.323930 + Penalty 1562.692917 = -329071.631013 nChanged 4 SP:Iteration 36Q (12872.891015 sec): 3 clusters Score: Raw -330636.633472 + Penalty 1562.692917 = -329073.940555 nChanged 5 SP:Iteration 37Q (12872.914014 sec): 3 clusters Score: Raw -330639.256543 + Penalty 1562.692917 = -329076.563626 nChanged 4 SP:Iteration 38Q (12872.926788 sec): 3 clusters Score: Raw -330641.580242 + Penalty 1562.692917 = -329078.887325 nChanged 5 SP:Iteration 39Q (12872.939535 sec): 3 clusters Score: Raw -330643.553052 + Penalty 1562.692917 = -329080.860135 nChanged 7 SP:Iteration 40F (12872.952763 sec): 3 clusters Score: Raw -330647.025436 + Penalty 1562.692917 = -329084.332519 nChanged 5 SP:Iteration 41Q (12872.965538 sec): 3 clusters Score: Raw -330648.698343 + Penalty 1562.692917 = -329086.005426 nChanged 6 SP:Iteration 42Q (12872.978182 sec): 3 clusters Score: Raw -330650.636818 + Penalty 1562.692917 = -329087.943902 nChanged 5 SP:Iteration 43Q (12872.990952 sec): 3 clusters Score: Raw -330652.666251 + Penalty 1562.692917 = -329089.973335 nChanged 8 SP:Iteration 44Q (12873.003751 sec): 3 clusters Score: Raw -330656.513728 + Penalty 1562.692917 = -329093.820811 nChanged 8 SP:Iteration 45Q (12873.016503 sec): 3 clusters Score: Raw -330659.109172 + Penalty 1562.692917 = -329096.416255 nChanged 6 SP:Iteration 46Q (12873.029295 sec): 3 clusters Score: Raw -330661.412233 + Penalty 1562.692917 = -329098.719317 nChanged 6 SP:Iteration 47Q (12873.041949 sec): 3 clusters Score: Raw -330663.734857 + Penalty 1562.692917 = -329101.041940 nChanged 1 SP:Iteration 48Q (12873.054569 sec): 3 clusters Score: Raw -330664.008777 + Penalty 1562.692917 = -329101.315860 nChanged 0 SP:Iteration 49F (12873.067683 sec): 3 clusters Score: Raw -330664.008777 + Penalty 1562.692917 = -329101.315860 nChanged 0 Trying to split cluster 37 (135732 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12873.202897 sec): 2 clusters Score: Raw -13003106.344763 + Penalty 1122.751575 = -13001983.593188 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12873.368413 sec): 3 clusters Score: Raw -12912454.520668 + Penalty 2245.503150 = -12910209.017518 nChanged 66172 SP:Iteration 1F (12873.529033 sec): 3 clusters Score: Raw -12952014.112984 + Penalty 2245.503150 = -12949768.609834 nChanged 4903 SP:Iteration 2Q (12873.703344 sec): 3 clusters Score: Raw -12953378.924023 + Penalty 2245.503150 = -12951133.420873 nChanged 5648 SP:Iteration 3Q (12873.877634 sec): 3 clusters Score: Raw -12955319.914180 + Penalty 2245.503150 = -12953074.411030 nChanged 6619 SP:Iteration 4Q (12874.051843 sec): 3 clusters Score: Raw -12958220.812848 + Penalty 2245.503150 = -12955975.309698 nChanged 7988 SP:Iteration 5F (12874.211603 sec): 3 clusters Score: Raw -12962546.036258 + Penalty 2245.503150 = -12960300.533108 nChanged 9161 SP:Iteration 6F (12874.370858 sec): 3 clusters Score: Raw -12968416.329368 + Penalty 2245.503150 = -12966170.826218 nChanged 9585 SP:Iteration 7F (12874.530528 sec): 3 clusters Score: Raw -12975170.179875 + Penalty 2245.503150 = -12972924.676725 nChanged 8670 SP:Iteration 8F (12874.690539 sec): 3 clusters Score: Raw -12981638.401280 + Penalty 2245.503150 = -12979392.898130 nChanged 6964 SP:Iteration 9F (12874.850264 sec): 3 clusters Score: Raw -12986955.802408 + Penalty 2245.503150 = -12984710.299258 nChanged 5389 SP:Iteration 10Q (12875.017622 sec): 3 clusters Score: Raw -12991113.771160 + Penalty 2245.503150 = -12988868.268010 nChanged 4029 SP:Iteration 11Q (12875.178708 sec): 3 clusters Score: Raw -12994081.781618 + Penalty 2245.503150 = -12991836.278468 nChanged 3007 SP:Iteration 12Q (12875.334641 sec): 3 clusters Score: Raw -12996013.222069 + Penalty 2245.503150 = -12993767.718919 nChanged 2424 SP:Iteration 13Q (12875.487827 sec): 3 clusters Score: Raw -12997424.068935 + Penalty 2245.503150 = -12995178.565785 nChanged 2156 SP:Iteration 14Q (12875.638543 sec): 3 clusters Score: Raw -12998636.022508 + Penalty 2245.503150 = -12996390.519358 nChanged 1815 SP:Iteration 15Q (12875.786926 sec): 3 clusters Score: Raw -12999665.828627 + Penalty 2245.503150 = -12997420.325477 nChanged 1522 SP:Iteration 16Q (12875.933095 sec): 3 clusters Score: Raw -13000508.748536 + Penalty 2245.503150 = -12998263.245386 nChanged 1231 SP:Iteration 17Q (12876.077596 sec): 3 clusters Score: Raw -13001186.508504 + Penalty 2245.503150 = -12998941.005354 nChanged 1002 SP:Iteration 18Q (12876.218623 sec): 3 clusters Score: Raw -13001728.255095 + Penalty 2245.503150 = -12999482.751945 nChanged 787 SP:Iteration 19Q (12876.358182 sec): 3 clusters Score: Raw -13002169.718362 + Penalty 2245.503150 = -12999924.215212 nChanged 608 SP:Iteration 20F (12876.515968 sec): 3 clusters Score: Raw -13002501.680596 + Penalty 2245.503150 = -13000256.177446 nChanged 420 SP:Iteration 21Q (12876.654010 sec): 3 clusters Score: Raw -13002719.994109 + Penalty 2245.503150 = -13000474.490959 nChanged 312 SP:Iteration 22Q (12876.792478 sec): 3 clusters Score: Raw -13002879.169955 + Penalty 2245.503150 = -13000633.666805 nChanged 235 SP:Iteration 23Q (12876.929972 sec): 3 clusters Score: Raw -13002994.585821 + Penalty 2245.503150 = -13000749.082671 nChanged 173 SP:Iteration 24Q (12877.066881 sec): 3 clusters Score: Raw -13003080.452943 + Penalty 2245.503150 = -13000834.949793 nChanged 123 SP:Iteration 25Q (12877.203751 sec): 3 clusters Score: Raw -13003137.652703 + Penalty 2245.503150 = -13000892.149553 nChanged 83 SP:Iteration 26Q (12877.340597 sec): 3 clusters Score: Raw -13003179.590726 + Penalty 2245.503150 = -13000934.087576 nChanged 77 SP:Iteration 27Q (12877.477178 sec): 3 clusters Score: Raw -13003218.443332 + Penalty 2245.503150 = -13000972.940182 nChanged 59 SP:Iteration 28Q (12877.613915 sec): 3 clusters Score: Raw -13003248.923784 + Penalty 2245.503150 = -13001003.420634 nChanged 46 SP:Iteration 29Q (12877.750579 sec): 3 clusters Score: Raw -13003270.264933 + Penalty 2245.503150 = -13001024.761782 nChanged 49 SP:Iteration 30Q (12877.887306 sec): 3 clusters Score: Raw -13003290.444083 + Penalty 2245.503150 = -13001044.940933 nChanged 31 SP:Iteration 31Q (12878.023514 sec): 3 clusters Score: Raw -13003302.952292 + Penalty 2245.503150 = -13001057.449142 nChanged 19 SP:Iteration 32Q (12878.160131 sec): 3 clusters Score: Raw -13003308.185785 + Penalty 2245.503150 = -13001062.682635 nChanged 7 SP:Iteration 33Q (12878.296693 sec): 3 clusters Score: Raw -13003309.141981 + Penalty 2245.503150 = -13001063.638830 nChanged 1 SP:Iteration 34Q (12878.433065 sec): 3 clusters Score: Raw -13003309.244725 + Penalty 2245.503150 = -13001063.741575 nChanged 2 SP:Iteration 35Q (12878.569775 sec): 3 clusters Score: Raw -13003309.571588 + Penalty 2245.503150 = -13001064.068438 nChanged 0 SP:Iteration 36F (12878.727977 sec): 3 clusters Score: Raw -13003309.571588 + Penalty 2245.503150 = -13001064.068438 nChanged 0 Trying to split cluster 38 (297081 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (12878.972102 sec): 2 clusters Score: Raw -28309833.887618 + Penalty 1197.167210 = -28308636.720408 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (12879.313465 sec): 3 clusters Score: Raw -28109494.234858 + Penalty 2394.334420 = -28107099.900437 nChanged 146173 SP:Iteration 1F (12879.648507 sec): 3 clusters Score: Raw -28200425.872441 + Penalty 2394.334420 = -28198031.538021 nChanged 11627 SP:Iteration 2Q (12880.016478 sec): 3 clusters Score: Raw -28204589.665213 + Penalty 2394.334420 = -28202195.330792 nChanged 14020 SP:Iteration 3Q (12880.383357 sec): 3 clusters Score: Raw -28211205.764712 + Penalty 2394.334420 = -28208811.430291 nChanged 16729 SP:Iteration 4F (12880.718246 sec): 3 clusters Score: Raw -28221413.839047 + Penalty 2394.334420 = -28219019.504627 nChanged 19147 SP:Iteration 5F (12881.053283 sec): 3 clusters Score: Raw -28235647.867742 + Penalty 2394.334420 = -28233253.533321 nChanged 19612 SP:Iteration 6F (12881.388307 sec): 3 clusters Score: Raw -28250336.330463 + Penalty 2394.334420 = -28247941.996042 nChanged 16678 SP:Iteration 7F (12881.723045 sec): 3 clusters Score: Raw -28259863.996438 + Penalty 2394.334420 = -28257469.662018 nChanged 11214 SP:Iteration 8Q (12882.079006 sec): 3 clusters Score: Raw -28263974.532363 + Penalty 2394.334420 = -28261580.197943 nChanged 6759 SP:Iteration 9Q (12882.430362 sec): 3 clusters Score: Raw -28265951.788553 + Penalty 2394.334420 = -28263557.454133 nChanged 5087 SP:Iteration 10Q (12882.779047 sec): 3 clusters Score: Raw -28267492.259610 + Penalty 2394.334420 = -28265097.925190 nChanged 4947 SP:Iteration 11Q (12883.126262 sec): 3 clusters Score: Raw -28269102.484308 + Penalty 2394.334420 = -28266708.149887 nChanged 5151 SP:Iteration 12Q (12883.473046 sec): 3 clusters Score: Raw -28270900.852960 + Penalty 2394.334420 = -28268506.518539 nChanged 5420 SP:Iteration 13Q (12883.816871 sec): 3 clusters Score: Raw -28272882.647737 + Penalty 2394.334420 = -28270488.313317 nChanged 5592 SP:Iteration 14Q (12884.158064 sec): 3 clusters Score: Raw -28275072.059130 + Penalty 2394.334420 = -28272677.724710 nChanged 5755 SP:Iteration 15Q (12884.497322 sec): 3 clusters Score: Raw -28277452.611285 + Penalty 2394.334420 = -28275058.276864 nChanged 5744 SP:Iteration 16Q (12884.834118 sec): 3 clusters Score: Raw -28279909.998557 + Penalty 2394.334420 = -28277515.664137 nChanged 5674 SP:Iteration 17Q (12885.167742 sec): 3 clusters Score: Raw -28282422.291616 + Penalty 2394.334420 = -28280027.957195 nChanged 5576 SP:Iteration 18Q (12885.499012 sec): 3 clusters Score: Raw -28284925.673825 + Penalty 2394.334420 = -28282531.339405 nChanged 5503 SP:Iteration 19Q (12885.827093 sec): 3 clusters Score: Raw -28287465.278062 + Penalty 2394.334420 = -28285070.943642 nChanged 5215 SP:Iteration 20F (12886.161505 sec): 3 clusters Score: Raw -28289890.782258 + Penalty 2394.334420 = -28287496.447838 nChanged 4844 SP:Iteration 21Q (12886.484977 sec): 3 clusters Score: Raw -28292104.507081 + Penalty 2394.334420 = -28289710.172660 nChanged 4469 SP:Iteration 22Q (12886.807869 sec): 3 clusters Score: Raw -28294110.741660 + Penalty 2394.334420 = -28291716.407239 nChanged 3965 SP:Iteration 23Q (12887.128436 sec): 3 clusters Score: Raw -28295833.528798 + Penalty 2394.334420 = -28293439.194377 nChanged 3698 SP:Iteration 24Q (12887.445080 sec): 3 clusters Score: Raw -28297419.955746 + Penalty 2394.334420 = -28295025.621326 nChanged 3393 SP:Iteration 25Q (12887.758609 sec): 3 clusters Score: Raw -28298865.943799 + Penalty 2394.334420 = -28296471.609379 nChanged 3126 SP:Iteration 26Q (12888.069278 sec): 3 clusters Score: Raw -28300201.516777 + Penalty 2394.334420 = -28297807.182357 nChanged 2824 SP:Iteration 27Q (12888.377324 sec): 3 clusters Score: Raw -28301399.637393 + Penalty 2394.334420 = -28299005.302972 nChanged 2525 SP:Iteration 28Q (12888.682441 sec): 3 clusters Score: Raw -28302455.130417 + Penalty 2394.334420 = -28300060.795997 nChanged 2246 SP:Iteration 29Q (12888.989763 sec): 3 clusters Score: Raw -28303394.173539 + Penalty 2394.334420 = -28300999.839118 nChanged 2069 SP:Iteration 30Q (12889.297289 sec): 3 clusters Score: Raw -28304273.643605 + Penalty 2394.334420 = -28301879.309185 nChanged 1821 SP:Iteration 31Q (12889.595288 sec): 3 clusters Score: Raw -28305044.227963 + Penalty 2394.334420 = -28302649.893542 nChanged 1560 SP:Iteration 32Q (12889.889146 sec): 3 clusters Score: Raw -28305688.831423 + Penalty 2394.334420 = -28303294.497002 nChanged 1397 SP:Iteration 33Q (12890.183738 sec): 3 clusters Score: Raw -28306279.866374 + Penalty 2394.334420 = -28303885.531954 nChanged 1242 SP:Iteration 34Q (12890.473160 sec): 3 clusters Score: Raw -28306802.763904 + Penalty 2394.334420 = -28304408.429483 nChanged 1053 SP:Iteration 35Q (12890.761476 sec): 3 clusters Score: Raw -28307255.261471 + Penalty 2394.334420 = -28304860.927050 nChanged 955 SP:Iteration 36Q (12891.048908 sec): 3 clusters Score: Raw -28307661.552941 + Penalty 2394.334420 = -28305267.218520 nChanged 843 SP:Iteration 37Q (12891.335667 sec): 3 clusters Score: Raw -28308024.660802 + Penalty 2394.334420 = -28305630.326381 nChanged 757 SP:Iteration 38Q (12891.621750 sec): 3 clusters Score: Raw -28308346.321845 + Penalty 2394.334420 = -28305951.987425 nChanged 684 SP:Iteration 39Q (12891.907226 sec): 3 clusters Score: Raw -28308657.015010 + Penalty 2394.334420 = -28306262.680590 nChanged 610 SP:Iteration 40F (12892.237781 sec): 3 clusters Score: Raw -28308937.749016 + Penalty 2394.334420 = -28306543.414595 nChanged 502 SP:Iteration 41Q (12892.522422 sec): 3 clusters Score: Raw -28309163.459151 + Penalty 2394.334420 = -28306769.124730 nChanged 418 SP:Iteration 42Q (12892.806815 sec): 3 clusters Score: Raw -28309342.302772 + Penalty 2394.334420 = -28306947.968351 nChanged 352 SP:Iteration 43Q (12893.092163 sec): 3 clusters Score: Raw -28309489.045236 + Penalty 2394.334420 = -28307094.710815 nChanged 294 SP:Iteration 44Q (12893.376202 sec): 3 clusters Score: Raw -28309603.789246 + Penalty 2394.334420 = -28307209.454825 nChanged 254 SP:Iteration 45Q (12893.660116 sec): 3 clusters Score: Raw -28309700.084950 + Penalty 2394.334420 = -28307305.750530 nChanged 199 SP:Iteration 46Q (12893.944030 sec): 3 clusters Score: Raw -28309769.615851 + Penalty 2394.334420 = -28307375.281431 nChanged 182 SP:Iteration 47Q (12894.227645 sec): 3 clusters Score: Raw -28309833.201346 + Penalty 2394.334420 = -28307438.866926 nChanged 142 SP:Iteration 48Q (12894.511359 sec): 3 clusters Score: Raw -28309879.486292 + Penalty 2394.334420 = -28307485.151871 nChanged 115 SP:Iteration 49Q (12894.793336 sec): 3 clusters Score: Raw -28309917.639904 + Penalty 2394.334420 = -28307523.305483 nChanged 90 SP:Iteration 50Q (12895.076751 sec): 3 clusters Score: Raw -28309947.111133 + Penalty 2394.334420 = -28307552.776712 nChanged 89 SP:Iteration 51Q (12895.360046 sec): 3 clusters Score: Raw -28309973.487925 + Penalty 2394.334420 = -28307579.153505 nChanged 62 SP:Iteration 52Q (12895.643227 sec): 3 clusters Score: Raw -28309991.243972 + Penalty 2394.334420 = -28307596.909551 nChanged 64 SP:Iteration 53Q (12895.926539 sec): 3 clusters Score: Raw -28310011.248831 + Penalty 2394.334420 = -28307616.914410 nChanged 61 SP:Iteration 54Q (12896.210456 sec): 3 clusters Score: Raw -28310030.717862 + Penalty 2394.334420 = -28307636.383441 nChanged 48 SP:Iteration 55Q (12896.493541 sec): 3 clusters Score: Raw -28310042.923489 + Penalty 2394.334420 = -28307648.589069 nChanged 37 SP:Iteration 56Q (12896.776823 sec): 3 clusters Score: Raw -28310054.081886 + Penalty 2394.334420 = -28307659.747466 nChanged 33 SP:Iteration 57Q (12897.059889 sec): 3 clusters Score: Raw -28310063.236265 + Penalty 2394.334420 = -28307668.901844 nChanged 26 SP:Iteration 58Q (12897.354330 sec): 3 clusters Score: Raw -28310068.725607 + Penalty 2394.334420 = -28307674.391186 nChanged 17 SP:Iteration 59Q (12897.637490 sec): 3 clusters Score: Raw -28310072.541984 + Penalty 2394.334420 = -28307678.207563 nChanged 19 SP:Iteration 60F (12897.967728 sec): 3 clusters Score: Raw -28310077.217153 + Penalty 2394.334420 = -28307682.882732 nChanged 17 SP:Iteration 61Q (12898.250944 sec): 3 clusters Score: Raw -28310079.573436 + Penalty 2394.334420 = -28307685.239015 nChanged 14 SP:Iteration 62Q (12898.534130 sec): 3 clusters Score: Raw -28310082.420993 + Penalty 2394.334420 = -28307688.086573 nChanged 12 SP:Iteration 63Q (12898.817380 sec): 3 clusters Score: Raw -28310084.757345 + Penalty 2394.334420 = -28307690.422924 nChanged 11 SP:Iteration 64Q (12899.100441 sec): 3 clusters Score: Raw -28310087.032057 + Penalty 2394.334420 = -28307692.697636 nChanged 12 SP:Iteration 65Q (12899.384382 sec): 3 clusters Score: Raw -28310089.443779 + Penalty 2394.334420 = -28307695.109359 nChanged 9 SP:Iteration 66Q (12899.667499 sec): 3 clusters Score: Raw -28310091.416123 + Penalty 2394.334420 = -28307697.081702 nChanged 9 SP:Iteration 67Q (12899.950501 sec): 3 clusters Score: Raw -28310093.261559 + Penalty 2394.334420 = -28307698.927139 nChanged 7 SP:Iteration 68Q (12900.233434 sec): 3 clusters Score: Raw -28310094.889605 + Penalty 2394.334420 = -28307700.555184 nChanged 9 SP:Iteration 69Q (12900.516448 sec): 3 clusters Score: Raw -28310096.221682 + Penalty 2394.334420 = -28307701.887262 nChanged 4 SP:Iteration 70Q (12900.799749 sec): 3 clusters Score: Raw -28310097.180446 + Penalty 2394.334420 = -28307702.846026 nChanged 2 SP:Iteration 71Q (12901.083442 sec): 3 clusters Score: Raw -28310097.550984 + Penalty 2394.334420 = -28307703.216563 nChanged 3 SP:Iteration 72Q (12901.366587 sec): 3 clusters Score: Raw -28310098.146824 + Penalty 2394.334420 = -28307703.812404 nChanged 4 SP:Iteration 73Q (12901.649804 sec): 3 clusters Score: Raw -28310098.729140 + Penalty 2394.334420 = -28307704.394719 nChanged 2 SP:Iteration 74Q (12901.932850 sec): 3 clusters Score: Raw -28310098.926482 + Penalty 2394.334420 = -28307704.592061 nChanged 2 SP:Iteration 75Q (12902.216439 sec): 3 clusters Score: Raw -28310099.277651 + Penalty 2394.334420 = -28307704.943230 nChanged 3 SP:Iteration 76Q (12902.500296 sec): 3 clusters Score: Raw -28310100.050803 + Penalty 2394.334420 = -28307705.716382 nChanged 5 SP:Iteration 77Q (12902.783303 sec): 3 clusters Score: Raw -28310101.052255 + Penalty 2394.334420 = -28307706.717834 nChanged 4 SP:Iteration 78Q (12903.066465 sec): 3 clusters Score: Raw -28310101.921695 + Penalty 2394.334420 = -28307707.587274 nChanged 7 SP:Iteration 79Q (12903.349564 sec): 3 clusters Score: Raw -28310104.014049 + Penalty 2394.334420 = -28307709.679628 nChanged 5 SP:Iteration 80F (12903.679449 sec): 3 clusters Score: Raw -28310105.451092 + Penalty 2394.334420 = -28307711.116672 nChanged 4 SP:Iteration 81Q (12903.962441 sec): 3 clusters Score: Raw -28310106.717955 + Penalty 2394.334420 = -28307712.383534 nChanged 3 SP:Iteration 82Q (12904.245521 sec): 3 clusters Score: Raw -28310107.618726 + Penalty 2394.334420 = -28307713.284306 nChanged 7 SP:Iteration 83Q (12904.533337 sec): 3 clusters Score: Raw -28310108.531683 + Penalty 2394.334420 = -28307714.197263 nChanged 3 SP:Iteration 84Q (12904.817529 sec): 3 clusters Score: Raw -28310109.252251 + Penalty 2394.334420 = -28307714.917830 nChanged 4 SP:Iteration 85Q (12905.100504 sec): 3 clusters Score: Raw -28310109.888909 + Penalty 2394.334420 = -28307715.554489 nChanged 4 SP:Iteration 86Q (12905.405351 sec): 3 clusters Score: Raw -28310110.503300 + Penalty 2394.334420 = -28307716.168879 nChanged 4 SP:Iteration 87Q (12905.688349 sec): 3 clusters Score: Raw -28310111.215100 + Penalty 2394.334420 = -28307716.880680 nChanged 5 SP:Iteration 88Q (12905.971255 sec): 3 clusters Score: Raw -28310111.741156 + Penalty 2394.334420 = -28307717.406736 nChanged 4 SP:Iteration 89Q (12906.254363 sec): 3 clusters Score: Raw -28310112.332961 + Penalty 2394.334420 = -28307717.998541 nChanged 2 SP:Iteration 90Q (12906.537550 sec): 3 clusters Score: Raw -28310112.632996 + Penalty 2394.334420 = -28307718.298575 nChanged 1 SP:Iteration 91Q (12906.820610 sec): 3 clusters Score: Raw -28310112.714369 + Penalty 2394.334420 = -28307718.379948 nChanged 0 SP:Iteration 92F (12907.150911 sec): 3 clusters Score: Raw -28310112.714369 + Penalty 2394.334420 = -28307718.379948 nChanged 0 Iteration 219Q (12915.865170 sec): 39 clusters Score: Raw -89553949.735866 + Penalty 49805.239891 = -89504144.495975 nChanged 374 Iteration 220F (12933.720489 sec): 39 clusters Score: Raw -89553960.310651 + Penalty 49805.239891 = -89504155.070760 nChanged 386 Iteration 221Q (12942.456513 sec): 39 clusters Score: Raw -89553971.720651 + Penalty 49805.239891 = -89504166.480760 nChanged 432 Iteration 222Q (12951.190307 sec): 39 clusters Score: Raw -89553984.624323 + Penalty 49805.239891 = -89504179.384432 nChanged 467 Iteration 223Q (12959.921702 sec): 39 clusters Score: Raw -89553998.357676 + Penalty 49805.239891 = -89504193.117785 nChanged 461 Iteration 224Q (12968.652328 sec): 39 clusters Score: Raw -89554011.883322 + Penalty 49805.239891 = -89504206.643431 nChanged 486 Iteration 225Q (12977.381873 sec): 39 clusters Score: Raw -89554025.669175 + Penalty 49805.239891 = -89504220.429284 nChanged 491 Iteration 226Q (12986.137941 sec): 39 clusters Score: Raw -89554040.175068 + Penalty 49805.239891 = -89504234.935177 nChanged 521 Iteration 227Q (12994.865665 sec): 39 clusters Score: Raw -89554056.548613 + Penalty 49805.239891 = -89504251.308722 nChanged 561 Iteration 228Q (13003.599886 sec): 39 clusters Score: Raw -89554076.601322 + Penalty 49805.239891 = -89504271.361432 nChanged 624 Iteration 229Q (13012.331236 sec): 39 clusters Score: Raw -89554100.007593 + Penalty 49805.239891 = -89504294.767702 nChanged 654 Iteration 230Q (13021.058414 sec): 39 clusters Score: Raw -89554124.917041 + Penalty 49805.239891 = -89504319.677150 nChanged 688 Iteration 231Q (13029.794778 sec): 39 clusters Score: Raw -89554154.681468 + Penalty 49805.239891 = -89504349.441577 nChanged 740 Iteration 232Q (13038.538460 sec): 39 clusters Score: Raw -89554187.139696 + Penalty 49805.239891 = -89504381.899805 nChanged 792 Iteration 233Q (13047.289872 sec): 39 clusters Score: Raw -89554226.498172 + Penalty 49805.239891 = -89504421.258282 nChanged 853 Iteration 234Q (13056.021312 sec): 39 clusters Score: Raw -89554271.449263 + Penalty 49805.239891 = -89504466.209372 nChanged 935 Iteration 235Q (13064.757148 sec): 39 clusters Score: Raw -89554323.653105 + Penalty 49805.239891 = -89504518.413214 nChanged 996 Iteration 236Q (13073.503854 sec): 39 clusters Score: Raw -89554380.515518 + Penalty 49805.239891 = -89504575.275627 nChanged 1100 Iteration 237Q (13082.228231 sec): 39 clusters Score: Raw -89554456.537840 + Penalty 49805.239891 = -89504651.297949 nChanged 1256 Iteration 238Q (13090.954915 sec): 39 clusters Score: Raw -89554543.712240 + Penalty 49805.239891 = -89504738.472349 nChanged 1320 Iteration 239Q (13099.691158 sec): 39 clusters Score: Raw -89554638.718170 + Penalty 49805.239891 = -89504833.478279 nChanged 1385 Iteration 240F (13117.544907 sec): 39 clusters Score: Raw -89554738.542589 + Penalty 49805.239891 = -89504933.302698 nChanged 1423 Iteration 241Q (13126.285866 sec): 39 clusters Score: Raw -89554842.808885 + Penalty 49805.239891 = -89505037.568994 nChanged 1436 Iteration 242Q (13135.072082 sec): 39 clusters Score: Raw -89554950.403307 + Penalty 49805.239891 = -89505145.163416 nChanged 1482 Iteration 243Q (13143.807185 sec): 39 clusters Score: Raw -89555062.189128 + Penalty 49805.239891 = -89505256.949237 nChanged 1507 Iteration 244Q (13152.542556 sec): 39 clusters Score: Raw -89555176.544834 + Penalty 49805.239891 = -89505371.304943 nChanged 1566 Iteration 245Q (13161.298567 sec): 39 clusters Score: Raw -89555296.532528 + Penalty 49805.239891 = -89505491.292637 nChanged 1547 Iteration 246Q (13170.061502 sec): 39 clusters Score: Raw -89555405.593243 + Penalty 49805.239891 = -89505600.353352 nChanged 1541 Iteration 247Q (13178.792580 sec): 39 clusters Score: Raw -89555513.505004 + Penalty 49805.239891 = -89505708.265113 nChanged 1523 Iteration 248Q (13187.526212 sec): 39 clusters Score: Raw -89555616.087355 + Penalty 49805.239891 = -89505810.847464 nChanged 1432 Iteration 249Q (13196.284681 sec): 39 clusters Score: Raw -89555707.166452 + Penalty 49805.239891 = -89505901.926561 nChanged 1434 Iteration 250Q (13205.019589 sec): 39 clusters Score: Raw -89555794.674694 + Penalty 49805.239891 = -89505989.434803 nChanged 1355 Iteration 251Q (13213.755470 sec): 39 clusters Score: Raw -89555875.015166 + Penalty 49805.239891 = -89506069.775275 nChanged 1333 Iteration 252Q (13222.474377 sec): 39 clusters Score: Raw -89555946.025372 + Penalty 49805.239891 = -89506140.785481 nChanged 1233 Iteration 253Q (13231.194180 sec): 39 clusters Score: Raw -89556009.828867 + Penalty 49805.239891 = -89506204.588976 nChanged 1209 Iteration 254Q (13239.939708 sec): 39 clusters Score: Raw -89556071.405490 + Penalty 49805.239891 = -89506266.165599 nChanged 1184 Iteration 255Q (13248.654606 sec): 39 clusters Score: Raw -89556132.786593 + Penalty 49805.239891 = -89506327.546702 nChanged 1108 Iteration 256Q (13257.373049 sec): 39 clusters Score: Raw -89556186.098134 + Penalty 49805.239891 = -89506380.858243 nChanged 1068 Iteration 257Q (13266.097134 sec): 39 clusters Score: Raw -89556235.825239 + Penalty 49805.239891 = -89506430.585348 nChanged 990 Iteration 258Q (13274.806835 sec): 39 clusters Score: Raw -89556281.029607 + Penalty 49805.239891 = -89506475.789716 nChanged 959 Writing temp clu file Because OldScore, -89506430.585348, is greater than current (better) Score,-89506475.789716 Compute initial score before splitting: Score: Raw -89556281.029607 + Penalty 49805.239891 = -89506475.789716 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13274.996054 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13275.000555 sec): 3 clusters Score: Raw -102440.036252 + Penalty 1314.552092 = -101125.484161 nChanged 344 SP:Iteration 1F (13275.004641 sec): 3 clusters Score: Raw -102664.757200 + Penalty 1314.552092 = -101350.205108 nChanged 80 SP:Iteration 2F (13275.008816 sec): 3 clusters Score: Raw -102731.873984 + Penalty 1314.552092 = -101417.321893 nChanged 56 SP:Iteration 3F (13275.012866 sec): 3 clusters Score: Raw -102774.572504 + Penalty 1314.552092 = -101460.020413 nChanged 28 SP:Iteration 4Q (13275.016891 sec): 3 clusters Score: Raw -102797.013659 + Penalty 1314.552092 = -101482.461567 nChanged 18 SP:Iteration 5Q (13275.021026 sec): 3 clusters Score: Raw -102811.782655 + Penalty 1314.552092 = -101497.230564 nChanged 14 SP:Iteration 6Q (13275.025070 sec): 3 clusters Score: Raw -102819.522088 + Penalty 1314.552092 = -101504.969997 nChanged 10 SP:Iteration 7Q (13275.029074 sec): 3 clusters Score: Raw -102826.672262 + Penalty 1314.552092 = -101512.120171 nChanged 7 SP:Iteration 8Q (13275.033103 sec): 3 clusters Score: Raw -102830.780494 + Penalty 1314.552092 = -101516.228402 nChanged 7 SP:Iteration 9Q (13275.037092 sec): 3 clusters Score: Raw -102835.773562 + Penalty 1314.552092 = -101521.221471 nChanged 12 SP:Iteration 10Q (13275.041146 sec): 3 clusters Score: Raw -102845.017446 + Penalty 1314.552092 = -101530.465354 nChanged 15 SP:Iteration 11Q (13275.045141 sec): 3 clusters Score: Raw -102852.473989 + Penalty 1314.552092 = -101537.921898 nChanged 10 SP:Iteration 12Q (13275.049167 sec): 3 clusters Score: Raw -102858.490824 + Penalty 1314.552092 = -101543.938732 nChanged 10 SP:Iteration 13Q (13275.053177 sec): 3 clusters Score: Raw -102864.315857 + Penalty 1314.552092 = -101549.763765 nChanged 6 SP:Iteration 14Q (13275.057185 sec): 3 clusters Score: Raw -102868.916740 + Penalty 1314.552092 = -101554.364648 nChanged 7 SP:Iteration 15Q (13275.061187 sec): 3 clusters Score: Raw -102872.049612 + Penalty 1314.552092 = -101557.497521 nChanged 8 SP:Iteration 16Q (13275.065151 sec): 3 clusters Score: Raw -102878.621026 + Penalty 1314.552092 = -101564.068934 nChanged 6 SP:Iteration 17Q (13275.069149 sec): 3 clusters Score: Raw -102884.214886 + Penalty 1314.552092 = -101569.662794 nChanged 5 SP:Iteration 18Q (13275.073171 sec): 3 clusters Score: Raw -102887.967878 + Penalty 1314.552092 = -101573.415786 nChanged 5 SP:Iteration 19Q (13275.077135 sec): 3 clusters Score: Raw -102891.687121 + Penalty 1314.552092 = -101577.135029 nChanged 6 SP:Iteration 20F (13275.081172 sec): 3 clusters Score: Raw -102897.931002 + Penalty 1314.552092 = -101583.378910 nChanged 5 SP:Iteration 21Q (13275.085167 sec): 3 clusters Score: Raw -102901.534829 + Penalty 1314.552092 = -101586.982738 nChanged 5 SP:Iteration 22Q (13275.089151 sec): 3 clusters Score: Raw -102906.054091 + Penalty 1314.552092 = -101591.502000 nChanged 4 SP:Iteration 23Q (13275.093134 sec): 3 clusters Score: Raw -102910.322865 + Penalty 1314.552092 = -101595.770773 nChanged 5 SP:Iteration 24Q (13275.097104 sec): 3 clusters Score: Raw -102915.766658 + Penalty 1314.552092 = -101601.214566 nChanged 3 SP:Iteration 25Q (13275.101079 sec): 3 clusters Score: Raw -102917.971133 + Penalty 1314.552092 = -101603.419041 nChanged 0 SP:Iteration 26F (13275.105131 sec): 3 clusters Score: Raw -102917.971133 + Penalty 1314.552092 = -101603.419041 nChanged 0 Trying to split cluster 2 (700 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13275.119918 sec): 2 clusters Score: Raw -71215.292087 + Penalty 622.352632 = -70592.939455 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13275.123263 sec): 3 clusters Score: Raw -70968.884707 + Penalty 1244.705264 = -69724.179444 nChanged 227 SP:Iteration 1F (13275.126270 sec): 3 clusters Score: Raw -71154.766707 + Penalty 1244.705264 = -69910.061444 nChanged 43 SP:Iteration 2F (13275.129266 sec): 3 clusters Score: Raw -71202.361879 + Penalty 1244.705264 = -69957.656616 nChanged 30 SP:Iteration 3Q (13275.132279 sec): 3 clusters Score: Raw -71232.669931 + Penalty 1244.705264 = -69987.964668 nChanged 22 SP:Iteration 4Q (13275.135289 sec): 3 clusters Score: Raw -71252.168786 + Penalty 1244.705264 = -70007.463522 nChanged 15 SP:Iteration 5Q (13275.138331 sec): 3 clusters Score: Raw -71267.741697 + Penalty 1244.705264 = -70023.036433 nChanged 12 SP:Iteration 6Q (13275.141302 sec): 3 clusters Score: Raw -71277.452006 + Penalty 1244.705264 = -70032.746742 nChanged 5 SP:Iteration 7Q (13275.144280 sec): 3 clusters Score: Raw -71282.775828 + Penalty 1244.705264 = -70038.070564 nChanged 3 SP:Iteration 8Q (13275.147270 sec): 3 clusters Score: Raw -71285.494156 + Penalty 1244.705264 = -70040.788893 nChanged 5 SP:Iteration 9Q (13275.150226 sec): 3 clusters Score: Raw -71287.754388 + Penalty 1244.705264 = -70043.049124 nChanged 1 SP:Iteration 10Q (13275.153202 sec): 3 clusters Score: Raw -71287.931747 + Penalty 1244.705264 = -70043.226483 nChanged 0 SP:Iteration 11F (13275.156199 sec): 3 clusters Score: Raw -71287.931747 + Penalty 1244.705264 = -70043.226483 nChanged 0 Trying to split cluster 3 (30720 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13275.197804 sec): 2 clusters Score: Raw -2713834.289495 + Penalty 981.603573 = -2712852.685922 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13275.249310 sec): 3 clusters Score: Raw -2694423.803136 + Penalty 1963.207146 = -2692460.595990 nChanged 14349 SP:Iteration 1F (13275.297136 sec): 3 clusters Score: Raw -2703129.689946 + Penalty 1963.207146 = -2701166.482801 nChanged 1764 SP:Iteration 2F (13275.345165 sec): 3 clusters Score: Raw -2704012.251140 + Penalty 1963.207146 = -2702049.043994 nChanged 2026 SP:Iteration 3F (13275.393035 sec): 3 clusters Score: Raw -2705281.606060 + Penalty 1963.207146 = -2703318.398915 nChanged 2238 SP:Iteration 4F (13275.440933 sec): 3 clusters Score: Raw -2707003.097936 + Penalty 1963.207146 = -2705039.890790 nChanged 2452 SP:Iteration 5F (13275.488911 sec): 3 clusters Score: Raw -2709073.382111 + Penalty 1963.207146 = -2707110.174965 nChanged 2196 SP:Iteration 6F (13275.536668 sec): 3 clusters Score: Raw -2710670.637722 + Penalty 1963.207146 = -2708707.430577 nChanged 1611 SP:Iteration 7F (13275.584490 sec): 3 clusters Score: Raw -2711553.719382 + Penalty 1963.207146 = -2709590.512237 nChanged 1075 SP:Iteration 8Q (13275.632823 sec): 3 clusters Score: Raw -2712011.670930 + Penalty 1963.207146 = -2710048.463784 nChanged 722 SP:Iteration 9Q (13275.680088 sec): 3 clusters Score: Raw -2712334.963530 + Penalty 1963.207146 = -2710371.756385 nChanged 556 SP:Iteration 10Q (13275.727311 sec): 3 clusters Score: Raw -2712641.766054 + Penalty 1963.207146 = -2710678.558909 nChanged 510 SP:Iteration 11Q (13275.786506 sec): 3 clusters Score: Raw -2712969.176360 + Penalty 1963.207146 = -2711005.969214 nChanged 458 SP:Iteration 12Q (13275.846261 sec): 3 clusters Score: Raw -2713297.751299 + Penalty 1963.207146 = -2711334.544153 nChanged 409 SP:Iteration 13Q (13275.890834 sec): 3 clusters Score: Raw -2713577.374966 + Penalty 1963.207146 = -2711614.167821 nChanged 376 SP:Iteration 14Q (13275.935826 sec): 3 clusters Score: Raw -2713783.845426 + Penalty 1963.207146 = -2711820.638280 nChanged 345 SP:Iteration 15Q (13275.979957 sec): 3 clusters Score: Raw -2713947.406467 + Penalty 1963.207146 = -2711984.199322 nChanged 307 SP:Iteration 16Q (13276.023892 sec): 3 clusters Score: Raw -2714057.663032 + Penalty 1963.207146 = -2712094.455886 nChanged 240 SP:Iteration 17Q (13276.067216 sec): 3 clusters Score: Raw -2714134.755196 + Penalty 1963.207146 = -2712171.548051 nChanged 226 SP:Iteration 18Q (13276.110537 sec): 3 clusters Score: Raw -2714199.887750 + Penalty 1963.207146 = -2712236.680605 nChanged 176 SP:Iteration 19Q (13276.153625 sec): 3 clusters Score: Raw -2714245.818436 + Penalty 1963.207146 = -2712282.611290 nChanged 153 SP:Iteration 20F (13276.201283 sec): 3 clusters Score: Raw -2714286.925287 + Penalty 1963.207146 = -2712323.718142 nChanged 142 SP:Iteration 21Q (13276.244759 sec): 3 clusters Score: Raw -2714320.978294 + Penalty 1963.207146 = -2712357.771148 nChanged 146 SP:Iteration 22Q (13276.287426 sec): 3 clusters Score: Raw -2714352.554924 + Penalty 1963.207146 = -2712389.347778 nChanged 143 SP:Iteration 23Q (13276.330446 sec): 3 clusters Score: Raw -2714381.940346 + Penalty 1963.207146 = -2712418.733201 nChanged 114 SP:Iteration 24Q (13276.373011 sec): 3 clusters Score: Raw -2714408.823943 + Penalty 1963.207146 = -2712445.616798 nChanged 135 SP:Iteration 25Q (13276.415684 sec): 3 clusters Score: Raw -2714443.898333 + Penalty 1963.207146 = -2712480.691187 nChanged 128 SP:Iteration 26Q (13276.457996 sec): 3 clusters Score: Raw -2714473.115189 + Penalty 1963.207146 = -2712509.908044 nChanged 132 SP:Iteration 27Q (13276.500821 sec): 3 clusters Score: Raw -2714503.454869 + Penalty 1963.207146 = -2712540.247724 nChanged 123 SP:Iteration 28Q (13276.543067 sec): 3 clusters Score: Raw -2714530.258499 + Penalty 1963.207146 = -2712567.051353 nChanged 113 SP:Iteration 29Q (13276.585255 sec): 3 clusters Score: Raw -2714552.226291 + Penalty 1963.207146 = -2712589.019145 nChanged 99 SP:Iteration 30Q (13276.627405 sec): 3 clusters Score: Raw -2714569.311186 + Penalty 1963.207146 = -2712606.104041 nChanged 92 SP:Iteration 31Q (13276.669305 sec): 3 clusters Score: Raw -2714585.877254 + Penalty 1963.207146 = -2712622.670109 nChanged 87 SP:Iteration 32Q (13276.711406 sec): 3 clusters Score: Raw -2714601.388605 + Penalty 1963.207146 = -2712638.181459 nChanged 81 SP:Iteration 33Q (13276.753340 sec): 3 clusters Score: Raw -2714614.018109 + Penalty 1963.207146 = -2712650.810963 nChanged 70 SP:Iteration 34Q (13276.795343 sec): 3 clusters Score: Raw -2714626.053175 + Penalty 1963.207146 = -2712662.846030 nChanged 68 SP:Iteration 35Q (13276.837009 sec): 3 clusters Score: Raw -2714636.878785 + Penalty 1963.207146 = -2712673.671640 nChanged 74 SP:Iteration 36Q (13276.878972 sec): 3 clusters Score: Raw -2714650.809388 + Penalty 1963.207146 = -2712687.602243 nChanged 82 SP:Iteration 37Q (13276.920542 sec): 3 clusters Score: Raw -2714665.099744 + Penalty 1963.207146 = -2712701.892598 nChanged 74 SP:Iteration 38Q (13276.961919 sec): 3 clusters Score: Raw -2714676.544042 + Penalty 1963.207146 = -2712713.336896 nChanged 62 SP:Iteration 39Q (13277.003706 sec): 3 clusters Score: Raw -2714687.107039 + Penalty 1963.207146 = -2712723.899893 nChanged 60 SP:Iteration 40F (13277.051581 sec): 3 clusters Score: Raw -2714696.458302 + Penalty 1963.207146 = -2712733.251157 nChanged 52 SP:Iteration 41Q (13277.093309 sec): 3 clusters Score: Raw -2714703.127183 + Penalty 1963.207146 = -2712739.920037 nChanged 47 SP:Iteration 42Q (13277.134751 sec): 3 clusters Score: Raw -2714709.142210 + Penalty 1963.207146 = -2712745.935065 nChanged 44 SP:Iteration 43Q (13277.176384 sec): 3 clusters Score: Raw -2714715.879772 + Penalty 1963.207146 = -2712752.672626 nChanged 51 SP:Iteration 44Q (13277.217966 sec): 3 clusters Score: Raw -2714723.111736 + Penalty 1963.207146 = -2712759.904590 nChanged 54 SP:Iteration 45Q (13277.259539 sec): 3 clusters Score: Raw -2714731.551117 + Penalty 1963.207146 = -2712768.343971 nChanged 53 SP:Iteration 46Q (13277.300896 sec): 3 clusters Score: Raw -2714739.844557 + Penalty 1963.207146 = -2712776.637412 nChanged 46 SP:Iteration 47Q (13277.342479 sec): 3 clusters Score: Raw -2714746.500116 + Penalty 1963.207146 = -2712783.292970 nChanged 47 SP:Iteration 48Q (13277.383785 sec): 3 clusters Score: Raw -2714753.845519 + Penalty 1963.207146 = -2712790.638373 nChanged 43 SP:Iteration 49Q (13277.424983 sec): 3 clusters Score: Raw -2714759.558938 + Penalty 1963.207146 = -2712796.351792 nChanged 36 SP:Iteration 50Q (13277.466399 sec): 3 clusters Score: Raw -2714764.029906 + Penalty 1963.207146 = -2712800.822761 nChanged 28 SP:Iteration 51Q (13277.507450 sec): 3 clusters Score: Raw -2714767.230028 + Penalty 1963.207146 = -2712804.022882 nChanged 23 SP:Iteration 52Q (13277.548796 sec): 3 clusters Score: Raw -2714770.133976 + Penalty 1963.207146 = -2712806.926830 nChanged 24 SP:Iteration 53Q (13277.589964 sec): 3 clusters Score: Raw -2714774.231828 + Penalty 1963.207146 = -2712811.024683 nChanged 27 SP:Iteration 54Q (13277.631290 sec): 3 clusters Score: Raw -2714778.212791 + Penalty 1963.207146 = -2712815.005645 nChanged 24 SP:Iteration 55Q (13277.672314 sec): 3 clusters Score: Raw -2714780.919552 + Penalty 1963.207146 = -2712817.712406 nChanged 24 SP:Iteration 56Q (13277.713449 sec): 3 clusters Score: Raw -2714783.591272 + Penalty 1963.207146 = -2712820.384127 nChanged 17 SP:Iteration 57Q (13277.754678 sec): 3 clusters Score: Raw -2714785.550392 + Penalty 1963.207146 = -2712822.343246 nChanged 24 SP:Iteration 58Q (13277.795637 sec): 3 clusters Score: Raw -2714788.999423 + Penalty 1963.207146 = -2712825.792277 nChanged 18 SP:Iteration 59Q (13277.836841 sec): 3 clusters Score: Raw -2714790.621005 + Penalty 1963.207146 = -2712827.413860 nChanged 10 SP:Iteration 60F (13277.884693 sec): 3 clusters Score: Raw -2714791.614204 + Penalty 1963.207146 = -2712828.407058 nChanged 14 SP:Iteration 61Q (13277.925859 sec): 3 clusters Score: Raw -2714793.365949 + Penalty 1963.207146 = -2712830.158803 nChanged 18 SP:Iteration 62Q (13277.966934 sec): 3 clusters Score: Raw -2714795.456813 + Penalty 1963.207146 = -2712832.249667 nChanged 24 SP:Iteration 63Q (13278.008108 sec): 3 clusters Score: Raw -2714797.985798 + Penalty 1963.207146 = -2712834.778652 nChanged 19 SP:Iteration 64Q (13278.049157 sec): 3 clusters Score: Raw -2714799.243301 + Penalty 1963.207146 = -2712836.036155 nChanged 15 SP:Iteration 65Q (13278.090191 sec): 3 clusters Score: Raw -2714800.573001 + Penalty 1963.207146 = -2712837.365856 nChanged 11 SP:Iteration 66Q (13278.131289 sec): 3 clusters Score: Raw -2714801.356793 + Penalty 1963.207146 = -2712838.149647 nChanged 3 SP:Iteration 67Q (13278.172158 sec): 3 clusters Score: Raw -2714801.759460 + Penalty 1963.207146 = -2712838.552314 nChanged 2 SP:Iteration 68Q (13278.213418 sec): 3 clusters Score: Raw -2714801.956901 + Penalty 1963.207146 = -2712838.749756 nChanged 1 SP:Iteration 69Q (13278.254482 sec): 3 clusters Score: Raw -2714802.013790 + Penalty 1963.207146 = -2712838.806644 nChanged 0 SP:Iteration 70F (13278.302406 sec): 3 clusters Score: Raw -2714802.013790 + Penalty 1963.207146 = -2712838.806644 nChanged 0 Trying to split cluster 4 (9844 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13278.321423 sec): 2 clusters Score: Raw -919558.311726 + Penalty 873.488654 = -918684.823072 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13278.346227 sec): 3 clusters Score: Raw -913720.665180 + Penalty 1746.977308 = -911973.687872 nChanged 4448 SP:Iteration 1F (13278.370387 sec): 3 clusters Score: Raw -916199.101156 + Penalty 1746.977308 = -914452.123848 nChanged 535 SP:Iteration 2F (13278.394292 sec): 3 clusters Score: Raw -916438.796807 + Penalty 1746.977308 = -914691.819499 nChanged 511 SP:Iteration 3F (13278.418305 sec): 3 clusters Score: Raw -916698.709767 + Penalty 1746.977308 = -914951.732459 nChanged 545 SP:Iteration 4F (13278.442705 sec): 3 clusters Score: Raw -916973.222413 + Penalty 1746.977308 = -915226.245105 nChanged 516 SP:Iteration 5F (13278.466993 sec): 3 clusters Score: Raw -917264.043978 + Penalty 1746.977308 = -915517.066669 nChanged 491 SP:Iteration 6Q (13278.491052 sec): 3 clusters Score: Raw -917566.137066 + Penalty 1746.977308 = -915819.159758 nChanged 463 SP:Iteration 7Q (13278.514988 sec): 3 clusters Score: Raw -917849.567946 + Penalty 1746.977308 = -916102.590637 nChanged 405 SP:Iteration 8Q (13278.539099 sec): 3 clusters Score: Raw -918075.858075 + Penalty 1746.977308 = -916328.880767 nChanged 353 SP:Iteration 9Q (13278.563062 sec): 3 clusters Score: Raw -918236.408962 + Penalty 1746.977308 = -916489.431654 nChanged 265 SP:Iteration 10Q (13278.586973 sec): 3 clusters Score: Raw -918343.449525 + Penalty 1746.977308 = -916596.472217 nChanged 220 SP:Iteration 11Q (13278.610700 sec): 3 clusters Score: Raw -918422.514447 + Penalty 1746.977308 = -916675.537138 nChanged 176 SP:Iteration 12Q (13278.634220 sec): 3 clusters Score: Raw -918481.032742 + Penalty 1746.977308 = -916734.055434 nChanged 153 SP:Iteration 13Q (13278.657618 sec): 3 clusters Score: Raw -918521.950871 + Penalty 1746.977308 = -916774.973563 nChanged 117 SP:Iteration 14Q (13278.713957 sec): 3 clusters Score: Raw -918563.181111 + Penalty 1746.977308 = -916816.203803 nChanged 125 SP:Iteration 15Q (13278.736286 sec): 3 clusters Score: Raw -918608.355743 + Penalty 1746.977308 = -916861.378435 nChanged 119 SP:Iteration 16Q (13278.759687 sec): 3 clusters Score: Raw -918645.419941 + Penalty 1746.977308 = -916898.442633 nChanged 122 SP:Iteration 17Q (13278.782912 sec): 3 clusters Score: Raw -918683.617176 + Penalty 1746.977308 = -916936.639868 nChanged 127 SP:Iteration 18Q (13278.805946 sec): 3 clusters Score: Raw -918731.761732 + Penalty 1746.977308 = -916984.784424 nChanged 136 SP:Iteration 19Q (13278.828999 sec): 3 clusters Score: Raw -918788.641815 + Penalty 1746.977308 = -917041.664507 nChanged 133 SP:Iteration 20F (13278.853012 sec): 3 clusters Score: Raw -918846.190490 + Penalty 1746.977308 = -917099.213182 nChanged 129 SP:Iteration 21Q (13278.876096 sec): 3 clusters Score: Raw -918908.453657 + Penalty 1746.977308 = -917161.476349 nChanged 148 SP:Iteration 22Q (13278.898936 sec): 3 clusters Score: Raw -918975.771536 + Penalty 1746.977308 = -917228.794228 nChanged 131 SP:Iteration 23Q (13278.944722 sec): 3 clusters Score: Raw -919033.995394 + Penalty 1746.977308 = -917287.018086 nChanged 114 SP:Iteration 24Q (13278.967290 sec): 3 clusters Score: Raw -919083.684749 + Penalty 1746.977308 = -917336.707441 nChanged 123 SP:Iteration 25Q (13278.990295 sec): 3 clusters Score: Raw -919141.595484 + Penalty 1746.977308 = -917394.618175 nChanged 110 SP:Iteration 26Q (13279.012613 sec): 3 clusters Score: Raw -919192.007796 + Penalty 1746.977308 = -917445.030488 nChanged 104 SP:Iteration 27Q (13279.035393 sec): 3 clusters Score: Raw -919242.909700 + Penalty 1746.977308 = -917495.932392 nChanged 105 SP:Iteration 28Q (13279.057736 sec): 3 clusters Score: Raw -919303.280876 + Penalty 1746.977308 = -917556.303568 nChanged 121 SP:Iteration 29Q (13279.080270 sec): 3 clusters Score: Raw -919370.956844 + Penalty 1746.977308 = -917623.979536 nChanged 106 SP:Iteration 30Q (13279.102442 sec): 3 clusters Score: Raw -919431.421256 + Penalty 1746.977308 = -917684.443948 nChanged 109 SP:Iteration 31Q (13279.124736 sec): 3 clusters Score: Raw -919485.481497 + Penalty 1746.977308 = -917738.504189 nChanged 82 SP:Iteration 32Q (13279.146710 sec): 3 clusters Score: Raw -919521.712312 + Penalty 1746.977308 = -917774.735003 nChanged 73 SP:Iteration 33Q (13279.168672 sec): 3 clusters Score: Raw -919556.696730 + Penalty 1746.977308 = -917809.719422 nChanged 62 SP:Iteration 34Q (13279.190585 sec): 3 clusters Score: Raw -919583.087043 + Penalty 1746.977308 = -917836.109735 nChanged 52 SP:Iteration 35Q (13279.212371 sec): 3 clusters Score: Raw -919602.245387 + Penalty 1746.977308 = -917855.268079 nChanged 43 SP:Iteration 36Q (13279.234219 sec): 3 clusters Score: Raw -919623.590197 + Penalty 1746.977308 = -917876.612889 nChanged 44 SP:Iteration 37Q (13279.256167 sec): 3 clusters Score: Raw -919645.947396 + Penalty 1746.977308 = -917898.970088 nChanged 45 SP:Iteration 38Q (13279.278176 sec): 3 clusters Score: Raw -919665.169979 + Penalty 1746.977308 = -917918.192670 nChanged 33 SP:Iteration 39Q (13279.300010 sec): 3 clusters Score: Raw -919687.996951 + Penalty 1746.977308 = -917941.019643 nChanged 34 SP:Iteration 40F (13279.323971 sec): 3 clusters Score: Raw -919710.377891 + Penalty 1746.977308 = -917963.400583 nChanged 32 SP:Iteration 41Q (13279.345764 sec): 3 clusters Score: Raw -919723.568809 + Penalty 1746.977308 = -917976.591501 nChanged 29 SP:Iteration 42Q (13279.367754 sec): 3 clusters Score: Raw -919737.936262 + Penalty 1746.977308 = -917990.958954 nChanged 27 SP:Iteration 43Q (13279.389324 sec): 3 clusters Score: Raw -919748.677873 + Penalty 1746.977308 = -918001.700565 nChanged 17 SP:Iteration 44Q (13279.411070 sec): 3 clusters Score: Raw -919757.620535 + Penalty 1746.977308 = -918010.643227 nChanged 19 SP:Iteration 45Q (13279.432597 sec): 3 clusters Score: Raw -919770.442157 + Penalty 1746.977308 = -918023.464849 nChanged 25 SP:Iteration 46Q (13279.454295 sec): 3 clusters Score: Raw -919787.526428 + Penalty 1746.977308 = -918040.549119 nChanged 21 SP:Iteration 47Q (13279.475974 sec): 3 clusters Score: Raw -919803.636895 + Penalty 1746.977308 = -918056.659587 nChanged 27 SP:Iteration 48Q (13279.497685 sec): 3 clusters Score: Raw -919820.730947 + Penalty 1746.977308 = -918073.753639 nChanged 18 SP:Iteration 49Q (13279.519284 sec): 3 clusters Score: Raw -919829.231498 + Penalty 1746.977308 = -918082.254190 nChanged 13 SP:Iteration 50Q (13279.540838 sec): 3 clusters Score: Raw -919834.781430 + Penalty 1746.977308 = -918087.804122 nChanged 10 SP:Iteration 51Q (13279.562305 sec): 3 clusters Score: Raw -919838.708995 + Penalty 1746.977308 = -918091.731687 nChanged 4 SP:Iteration 52Q (13279.583987 sec): 3 clusters Score: Raw -919840.846133 + Penalty 1746.977308 = -918093.868825 nChanged 3 SP:Iteration 53Q (13279.605663 sec): 3 clusters Score: Raw -919841.869654 + Penalty 1746.977308 = -918094.892346 nChanged 0 SP:Iteration 54F (13279.629556 sec): 3 clusters Score: Raw -919841.869654 + Penalty 1746.977308 = -918094.892346 nChanged 0 Trying to split cluster 5 (47895 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13279.691044 sec): 2 clusters Score: Raw -4188083.144999 + Penalty 1023.792807 = -4187059.352191 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13279.766195 sec): 3 clusters Score: Raw -4157182.762197 + Penalty 2047.585615 = -4155135.176582 nChanged 22637 SP:Iteration 1F (13279.833720 sec): 3 clusters Score: Raw -4170835.697111 + Penalty 2047.585615 = -4168788.111496 nChanged 2581 SP:Iteration 2F (13279.901484 sec): 3 clusters Score: Raw -4172058.804228 + Penalty 2047.585615 = -4170011.218613 nChanged 2986 SP:Iteration 3F (13279.969320 sec): 3 clusters Score: Raw -4173594.458898 + Penalty 2047.585615 = -4171546.873284 nChanged 3098 SP:Iteration 4F (13280.036967 sec): 3 clusters Score: Raw -4175313.960163 + Penalty 2047.585615 = -4173266.374548 nChanged 2988 SP:Iteration 5F (13280.104667 sec): 3 clusters Score: Raw -4177080.867901 + Penalty 2047.585615 = -4175033.282286 nChanged 2819 SP:Iteration 6F (13280.171885 sec): 3 clusters Score: Raw -4178766.413840 + Penalty 2047.585615 = -4176718.828225 nChanged 2463 SP:Iteration 7F (13280.239534 sec): 3 clusters Score: Raw -4180274.214819 + Penalty 2047.585615 = -4178226.629204 nChanged 2148 SP:Iteration 8Q (13280.310755 sec): 3 clusters Score: Raw -4181649.506809 + Penalty 2047.585615 = -4179601.921194 nChanged 1834 SP:Iteration 9Q (13280.398163 sec): 3 clusters Score: Raw -4182908.829677 + Penalty 2047.585615 = -4180861.244063 nChanged 1575 SP:Iteration 10Q (13280.467583 sec): 3 clusters Score: Raw -4183923.535627 + Penalty 2047.585615 = -4181875.950012 nChanged 1285 SP:Iteration 11Q (13280.535533 sec): 3 clusters Score: Raw -4184710.149527 + Penalty 2047.585615 = -4182662.563912 nChanged 1090 SP:Iteration 12Q (13280.601665 sec): 3 clusters Score: Raw -4185348.396056 + Penalty 2047.585615 = -4183300.810441 nChanged 922 SP:Iteration 13Q (13280.666094 sec): 3 clusters Score: Raw -4185871.656100 + Penalty 2047.585615 = -4183824.070485 nChanged 818 SP:Iteration 14Q (13280.729284 sec): 3 clusters Score: Raw -4186288.701030 + Penalty 2047.585615 = -4184241.115415 nChanged 699 SP:Iteration 15Q (13280.791318 sec): 3 clusters Score: Raw -4186616.755633 + Penalty 2047.585615 = -4184569.170018 nChanged 612 SP:Iteration 16Q (13280.852311 sec): 3 clusters Score: Raw -4186908.130644 + Penalty 2047.585615 = -4184860.545030 nChanged 529 SP:Iteration 17Q (13280.912330 sec): 3 clusters Score: Raw -4187154.835342 + Penalty 2047.585615 = -4185107.249727 nChanged 432 SP:Iteration 18Q (13280.971791 sec): 3 clusters Score: Raw -4187341.508233 + Penalty 2047.585615 = -4185293.922618 nChanged 363 SP:Iteration 19Q (13281.030238 sec): 3 clusters Score: Raw -4187484.749811 + Penalty 2047.585615 = -4185437.164196 nChanged 302 SP:Iteration 20F (13281.097395 sec): 3 clusters Score: Raw -4187590.503236 + Penalty 2047.585615 = -4185542.917622 nChanged 249 SP:Iteration 21Q (13281.155529 sec): 3 clusters Score: Raw -4187672.733480 + Penalty 2047.585615 = -4185625.147865 nChanged 213 SP:Iteration 22Q (13281.212873 sec): 3 clusters Score: Raw -4187740.485188 + Penalty 2047.585615 = -4185692.899573 nChanged 212 SP:Iteration 23Q (13281.269950 sec): 3 clusters Score: Raw -4187808.893458 + Penalty 2047.585615 = -4185761.307844 nChanged 208 SP:Iteration 24Q (13281.326899 sec): 3 clusters Score: Raw -4187878.531242 + Penalty 2047.585615 = -4185830.945627 nChanged 179 SP:Iteration 25Q (13281.383692 sec): 3 clusters Score: Raw -4187933.235723 + Penalty 2047.585615 = -4185885.650109 nChanged 145 SP:Iteration 26Q (13281.440267 sec): 3 clusters Score: Raw -4187976.702349 + Penalty 2047.585615 = -4185929.116734 nChanged 133 SP:Iteration 27Q (13281.496539 sec): 3 clusters Score: Raw -4188020.179636 + Penalty 2047.585615 = -4185972.594022 nChanged 129 SP:Iteration 28Q (13281.552673 sec): 3 clusters Score: Raw -4188062.219781 + Penalty 2047.585615 = -4186014.634166 nChanged 106 SP:Iteration 29Q (13281.608983 sec): 3 clusters Score: Raw -4188096.734919 + Penalty 2047.585615 = -4186049.149305 nChanged 111 SP:Iteration 30Q (13281.664515 sec): 3 clusters Score: Raw -4188135.561217 + Penalty 2047.585615 = -4186087.975602 nChanged 117 SP:Iteration 31Q (13281.719504 sec): 3 clusters Score: Raw -4188180.307986 + Penalty 2047.585615 = -4186132.722371 nChanged 126 SP:Iteration 32Q (13281.774773 sec): 3 clusters Score: Raw -4188230.181224 + Penalty 2047.585615 = -4186182.595610 nChanged 108 SP:Iteration 33Q (13281.829995 sec): 3 clusters Score: Raw -4188269.024964 + Penalty 2047.585615 = -4186221.439350 nChanged 90 SP:Iteration 34Q (13281.884998 sec): 3 clusters Score: Raw -4188302.969589 + Penalty 2047.585615 = -4186255.383974 nChanged 78 SP:Iteration 35Q (13281.939873 sec): 3 clusters Score: Raw -4188338.712893 + Penalty 2047.585615 = -4186291.127278 nChanged 80 SP:Iteration 36Q (13281.994943 sec): 3 clusters Score: Raw -4188373.609826 + Penalty 2047.585615 = -4186326.024211 nChanged 60 SP:Iteration 37Q (13282.050020 sec): 3 clusters Score: Raw -4188397.561449 + Penalty 2047.585615 = -4186349.975835 nChanged 51 SP:Iteration 38Q (13282.104782 sec): 3 clusters Score: Raw -4188419.115387 + Penalty 2047.585615 = -4186371.529772 nChanged 49 SP:Iteration 39Q (13282.159574 sec): 3 clusters Score: Raw -4188437.363730 + Penalty 2047.585615 = -4186389.778115 nChanged 46 SP:Iteration 40F (13282.227003 sec): 3 clusters Score: Raw -4188450.721745 + Penalty 2047.585615 = -4186403.136130 nChanged 38 SP:Iteration 41Q (13282.281596 sec): 3 clusters Score: Raw -4188463.184743 + Penalty 2047.585615 = -4186415.599128 nChanged 31 SP:Iteration 42Q (13282.336369 sec): 3 clusters Score: Raw -4188474.145623 + Penalty 2047.585615 = -4186426.560008 nChanged 35 SP:Iteration 43Q (13282.391025 sec): 3 clusters Score: Raw -4188487.305718 + Penalty 2047.585615 = -4186439.720103 nChanged 28 SP:Iteration 44Q (13282.445873 sec): 3 clusters Score: Raw -4188496.550266 + Penalty 2047.585615 = -4186448.964651 nChanged 32 SP:Iteration 45Q (13282.500739 sec): 3 clusters Score: Raw -4188510.269574 + Penalty 2047.585615 = -4186462.683960 nChanged 25 SP:Iteration 46Q (13282.555189 sec): 3 clusters Score: Raw -4188519.517569 + Penalty 2047.585615 = -4186471.931954 nChanged 25 SP:Iteration 47Q (13282.609868 sec): 3 clusters Score: Raw -4188527.632921 + Penalty 2047.585615 = -4186480.047306 nChanged 20 SP:Iteration 48Q (13282.664648 sec): 3 clusters Score: Raw -4188536.637169 + Penalty 2047.585615 = -4186489.051555 nChanged 24 SP:Iteration 49Q (13282.719145 sec): 3 clusters Score: Raw -4188545.021395 + Penalty 2047.585615 = -4186497.435780 nChanged 21 SP:Iteration 50Q (13282.773759 sec): 3 clusters Score: Raw -4188554.147509 + Penalty 2047.585615 = -4186506.561894 nChanged 24 SP:Iteration 51Q (13282.828639 sec): 3 clusters Score: Raw -4188563.402360 + Penalty 2047.585615 = -4186515.816745 nChanged 26 SP:Iteration 52Q (13282.883144 sec): 3 clusters Score: Raw -4188575.822074 + Penalty 2047.585615 = -4186528.236460 nChanged 26 SP:Iteration 53Q (13282.937779 sec): 3 clusters Score: Raw -4188587.100265 + Penalty 2047.585615 = -4186539.514650 nChanged 14 SP:Iteration 54Q (13282.992530 sec): 3 clusters Score: Raw -4188592.535622 + Penalty 2047.585615 = -4186544.950007 nChanged 12 SP:Iteration 55Q (13283.047060 sec): 3 clusters Score: Raw -4188597.042021 + Penalty 2047.585615 = -4186549.456407 nChanged 12 SP:Iteration 56Q (13283.101443 sec): 3 clusters Score: Raw -4188601.432644 + Penalty 2047.585615 = -4186553.847030 nChanged 13 SP:Iteration 57Q (13283.156194 sec): 3 clusters Score: Raw -4188605.750595 + Penalty 2047.585615 = -4186558.164981 nChanged 9 SP:Iteration 58Q (13283.210829 sec): 3 clusters Score: Raw -4188608.598633 + Penalty 2047.585615 = -4186561.013018 nChanged 9 SP:Iteration 59Q (13283.265151 sec): 3 clusters Score: Raw -4188610.806830 + Penalty 2047.585615 = -4186563.221215 nChanged 5 SP:Iteration 60F (13283.332459 sec): 3 clusters Score: Raw -4188612.642040 + Penalty 2047.585615 = -4186565.056425 nChanged 2 SP:Iteration 61Q (13283.386740 sec): 3 clusters Score: Raw -4188613.745414 + Penalty 2047.585615 = -4186566.159799 nChanged 3 SP:Iteration 62Q (13283.441436 sec): 3 clusters Score: Raw -4188616.076784 + Penalty 2047.585615 = -4186568.491169 nChanged 4 SP:Iteration 63Q (13283.495794 sec): 3 clusters Score: Raw -4188618.398675 + Penalty 2047.585615 = -4186570.813060 nChanged 4 SP:Iteration 64Q (13283.550296 sec): 3 clusters Score: Raw -4188619.069392 + Penalty 2047.585615 = -4186571.483777 nChanged 1 SP:Iteration 65Q (13283.605012 sec): 3 clusters Score: Raw -4188619.262641 + Penalty 2047.585615 = -4186571.677026 nChanged 0 SP:Iteration 66F (13283.672006 sec): 3 clusters Score: Raw -4188619.262641 + Penalty 2047.585615 = -4186571.677026 nChanged 0 Trying to split cluster 6 (27375 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13283.703304 sec): 2 clusters Score: Raw -2586660.270996 + Penalty 970.651619 = -2585689.619376 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13283.750228 sec): 3 clusters Score: Raw -2569276.597650 + Penalty 1941.303239 = -2567335.294411 nChanged 12800 SP:Iteration 1F (13283.793776 sec): 3 clusters Score: Raw -2576640.642155 + Penalty 1941.303239 = -2574699.338916 nChanged 1368 SP:Iteration 2Q (13283.838591 sec): 3 clusters Score: Raw -2577164.432490 + Penalty 1941.303239 = -2575223.129251 nChanged 1473 SP:Iteration 3F (13283.881919 sec): 3 clusters Score: Raw -2577809.889297 + Penalty 1941.303239 = -2575868.586059 nChanged 1528 SP:Iteration 4F (13283.925475 sec): 3 clusters Score: Raw -2578566.320090 + Penalty 1941.303239 = -2576625.016851 nChanged 1586 SP:Iteration 5F (13283.969273 sec): 3 clusters Score: Raw -2579444.300086 + Penalty 1941.303239 = -2577502.996847 nChanged 1503 SP:Iteration 6F (13284.012997 sec): 3 clusters Score: Raw -2580407.623617 + Penalty 1941.303239 = -2578466.320378 nChanged 1514 SP:Iteration 7F (13284.056979 sec): 3 clusters Score: Raw -2581445.198243 + Penalty 1941.303239 = -2579503.895004 nChanged 1335 SP:Iteration 8Q (13284.101397 sec): 3 clusters Score: Raw -2582339.046447 + Penalty 1941.303239 = -2580397.743208 nChanged 1140 SP:Iteration 9Q (13284.144950 sec): 3 clusters Score: Raw -2583074.382868 + Penalty 1941.303239 = -2581133.079629 nChanged 953 SP:Iteration 10Q (13284.188165 sec): 3 clusters Score: Raw -2583611.437080 + Penalty 1941.303239 = -2581670.133841 nChanged 724 SP:Iteration 11Q (13284.255014 sec): 3 clusters Score: Raw -2583967.560268 + Penalty 1941.303239 = -2582026.257029 nChanged 568 SP:Iteration 12Q (13284.296064 sec): 3 clusters Score: Raw -2584209.759557 + Penalty 1941.303239 = -2582268.456318 nChanged 514 SP:Iteration 13Q (13284.337913 sec): 3 clusters Score: Raw -2584424.866166 + Penalty 1941.303239 = -2582483.562928 nChanged 523 SP:Iteration 14Q (13284.378657 sec): 3 clusters Score: Raw -2584646.899266 + Penalty 1941.303239 = -2582705.596028 nChanged 518 SP:Iteration 15Q (13284.419720 sec): 3 clusters Score: Raw -2584878.552075 + Penalty 1941.303239 = -2582937.248836 nChanged 499 SP:Iteration 16Q (13284.459948 sec): 3 clusters Score: Raw -2585117.347028 + Penalty 1941.303239 = -2583176.043790 nChanged 470 SP:Iteration 17Q (13284.500205 sec): 3 clusters Score: Raw -2585333.969368 + Penalty 1941.303239 = -2583392.666129 nChanged 433 SP:Iteration 18Q (13284.539826 sec): 3 clusters Score: Raw -2585542.431921 + Penalty 1941.303239 = -2583601.128682 nChanged 407 SP:Iteration 19Q (13284.579166 sec): 3 clusters Score: Raw -2585741.278220 + Penalty 1941.303239 = -2583799.974981 nChanged 382 SP:Iteration 20F (13284.622835 sec): 3 clusters Score: Raw -2585950.852014 + Penalty 1941.303239 = -2584009.548775 nChanged 338 SP:Iteration 21Q (13284.661720 sec): 3 clusters Score: Raw -2586121.282211 + Penalty 1941.303239 = -2584179.978972 nChanged 282 SP:Iteration 22Q (13284.700059 sec): 3 clusters Score: Raw -2586257.025568 + Penalty 1941.303239 = -2584315.722330 nChanged 251 SP:Iteration 23Q (13284.738206 sec): 3 clusters Score: Raw -2586375.998772 + Penalty 1941.303239 = -2584434.695533 nChanged 202 SP:Iteration 24Q (13284.776069 sec): 3 clusters Score: Raw -2586466.039005 + Penalty 1941.303239 = -2584524.735766 nChanged 169 SP:Iteration 25Q (13284.813599 sec): 3 clusters Score: Raw -2586542.787788 + Penalty 1941.303239 = -2584601.484549 nChanged 140 SP:Iteration 26Q (13284.851086 sec): 3 clusters Score: Raw -2586602.346020 + Penalty 1941.303239 = -2584661.042781 nChanged 125 SP:Iteration 27Q (13284.888406 sec): 3 clusters Score: Raw -2586653.005390 + Penalty 1941.303239 = -2584711.702151 nChanged 111 SP:Iteration 28Q (13284.925507 sec): 3 clusters Score: Raw -2586699.918320 + Penalty 1941.303239 = -2584758.615081 nChanged 89 SP:Iteration 29Q (13284.962472 sec): 3 clusters Score: Raw -2586740.760526 + Penalty 1941.303239 = -2584799.457287 nChanged 78 SP:Iteration 30Q (13284.999358 sec): 3 clusters Score: Raw -2586774.282837 + Penalty 1941.303239 = -2584832.979598 nChanged 59 SP:Iteration 31Q (13285.036311 sec): 3 clusters Score: Raw -2586799.219383 + Penalty 1941.303239 = -2584857.916144 nChanged 40 SP:Iteration 32Q (13285.073121 sec): 3 clusters Score: Raw -2586814.598697 + Penalty 1941.303239 = -2584873.295458 nChanged 36 SP:Iteration 33Q (13285.109859 sec): 3 clusters Score: Raw -2586826.510388 + Penalty 1941.303239 = -2584885.207149 nChanged 32 SP:Iteration 34Q (13285.146228 sec): 3 clusters Score: Raw -2586836.057800 + Penalty 1941.303239 = -2584894.754562 nChanged 24 SP:Iteration 35Q (13285.182578 sec): 3 clusters Score: Raw -2586843.747714 + Penalty 1941.303239 = -2584902.444475 nChanged 21 SP:Iteration 36Q (13285.218945 sec): 3 clusters Score: Raw -2586849.952189 + Penalty 1941.303239 = -2584908.648950 nChanged 21 SP:Iteration 37Q (13285.255191 sec): 3 clusters Score: Raw -2586856.852991 + Penalty 1941.303239 = -2584915.549752 nChanged 22 SP:Iteration 38Q (13285.291613 sec): 3 clusters Score: Raw -2586865.153258 + Penalty 1941.303239 = -2584923.850019 nChanged 27 SP:Iteration 39Q (13285.327889 sec): 3 clusters Score: Raw -2586875.613230 + Penalty 1941.303239 = -2584934.309992 nChanged 27 SP:Iteration 40F (13285.371349 sec): 3 clusters Score: Raw -2586884.809441 + Penalty 1941.303239 = -2584943.506203 nChanged 33 SP:Iteration 41Q (13285.407586 sec): 3 clusters Score: Raw -2586897.576103 + Penalty 1941.303239 = -2584956.272864 nChanged 22 SP:Iteration 42Q (13285.443810 sec): 3 clusters Score: Raw -2586902.199766 + Penalty 1941.303239 = -2584960.896528 nChanged 9 SP:Iteration 43Q (13285.479994 sec): 3 clusters Score: Raw -2586905.473333 + Penalty 1941.303239 = -2584964.170094 nChanged 14 SP:Iteration 44Q (13285.516298 sec): 3 clusters Score: Raw -2586908.618890 + Penalty 1941.303239 = -2584967.315651 nChanged 11 SP:Iteration 45Q (13285.552702 sec): 3 clusters Score: Raw -2586910.744163 + Penalty 1941.303239 = -2584969.440924 nChanged 4 SP:Iteration 46Q (13285.588794 sec): 3 clusters Score: Raw -2586911.692263 + Penalty 1941.303239 = -2584970.389024 nChanged 5 SP:Iteration 47Q (13285.624866 sec): 3 clusters Score: Raw -2586912.559404 + Penalty 1941.303239 = -2584971.256165 nChanged 3 SP:Iteration 48Q (13285.661096 sec): 3 clusters Score: Raw -2586913.646181 + Penalty 1941.303239 = -2584972.342943 nChanged 3 SP:Iteration 49Q (13285.697240 sec): 3 clusters Score: Raw -2586914.285171 + Penalty 1941.303239 = -2584972.981932 nChanged 1 SP:Iteration 50Q (13285.733372 sec): 3 clusters Score: Raw -2586914.359934 + Penalty 1941.303239 = -2584973.056695 nChanged 0 SP:Iteration 51F (13285.776672 sec): 3 clusters Score: Raw -2586914.359934 + Penalty 1941.303239 = -2584973.056695 nChanged 0 Trying to split cluster 7 (82130 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13285.865845 sec): 2 clusters Score: Raw -7757231.588315 + Penalty 1075.025570 = -7756156.562744 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13285.976116 sec): 3 clusters Score: Raw -7703183.456308 + Penalty 2150.051141 = -7701033.405167 nChanged 39455 SP:Iteration 1F (13286.084298 sec): 3 clusters Score: Raw -7726683.052738 + Penalty 2150.051141 = -7724533.001597 nChanged 3609 SP:Iteration 2Q (13286.199223 sec): 3 clusters Score: Raw -7727864.813485 + Penalty 2150.051141 = -7725714.762344 nChanged 3843 SP:Iteration 3Q (13286.313953 sec): 3 clusters Score: Raw -7729533.860824 + Penalty 2150.051141 = -7727383.809683 nChanged 4621 SP:Iteration 4F (13286.422244 sec): 3 clusters Score: Raw -7732175.270726 + Penalty 2150.051141 = -7730025.219585 nChanged 5464 SP:Iteration 5F (13286.530163 sec): 3 clusters Score: Raw -7736203.899134 + Penalty 2150.051141 = -7734053.847993 nChanged 5901 SP:Iteration 6F (13286.638746 sec): 3 clusters Score: Raw -7741476.711545 + Penalty 2150.051141 = -7739326.660404 nChanged 5345 SP:Iteration 7F (13286.747388 sec): 3 clusters Score: Raw -7746730.168602 + Penalty 2150.051141 = -7744580.117461 nChanged 3932 SP:Iteration 8Q (13286.856928 sec): 3 clusters Score: Raw -7750488.181804 + Penalty 2150.051141 = -7748338.130663 nChanged 2583 SP:Iteration 9Q (13286.960811 sec): 3 clusters Score: Raw -7752594.813967 + Penalty 2150.051141 = -7750444.762826 nChanged 1743 SP:Iteration 10Q (13287.071126 sec): 3 clusters Score: Raw -7753849.753546 + Penalty 2150.051141 = -7751699.702405 nChanged 1293 SP:Iteration 11Q (13287.168523 sec): 3 clusters Score: Raw -7754684.227939 + Penalty 2150.051141 = -7752534.176798 nChanged 1019 SP:Iteration 12Q (13287.263699 sec): 3 clusters Score: Raw -7755329.257945 + Penalty 2150.051141 = -7753179.206804 nChanged 883 SP:Iteration 13Q (13287.357170 sec): 3 clusters Score: Raw -7755880.535589 + Penalty 2150.051141 = -7753730.484448 nChanged 687 SP:Iteration 14Q (13287.449653 sec): 3 clusters Score: Raw -7756286.050107 + Penalty 2150.051141 = -7754135.998966 nChanged 534 SP:Iteration 15Q (13287.540595 sec): 3 clusters Score: Raw -7756570.050602 + Penalty 2150.051141 = -7754419.999461 nChanged 417 SP:Iteration 16Q (13287.631038 sec): 3 clusters Score: Raw -7756796.031660 + Penalty 2150.051141 = -7754645.980519 nChanged 312 SP:Iteration 17Q (13287.721087 sec): 3 clusters Score: Raw -7756975.231136 + Penalty 2150.051141 = -7754825.179995 nChanged 230 SP:Iteration 18Q (13287.810969 sec): 3 clusters Score: Raw -7757091.468506 + Penalty 2150.051141 = -7754941.417365 nChanged 155 SP:Iteration 19Q (13287.900542 sec): 3 clusters Score: Raw -7757156.238758 + Penalty 2150.051141 = -7755006.187617 nChanged 109 SP:Iteration 20F (13288.007737 sec): 3 clusters Score: Raw -7757199.068975 + Penalty 2150.051141 = -7755049.017834 nChanged 90 SP:Iteration 21Q (13288.108094 sec): 3 clusters Score: Raw -7757237.902999 + Penalty 2150.051141 = -7755087.851858 nChanged 71 SP:Iteration 22Q (13288.206711 sec): 3 clusters Score: Raw -7757270.851933 + Penalty 2150.051141 = -7755120.800792 nChanged 63 SP:Iteration 23Q (13288.295996 sec): 3 clusters Score: Raw -7757302.361012 + Penalty 2150.051141 = -7755152.309871 nChanged 55 SP:Iteration 24Q (13288.385020 sec): 3 clusters Score: Raw -7757329.832920 + Penalty 2150.051141 = -7755179.781779 nChanged 48 SP:Iteration 25Q (13288.474208 sec): 3 clusters Score: Raw -7757353.164409 + Penalty 2150.051141 = -7755203.113268 nChanged 35 SP:Iteration 26Q (13288.562853 sec): 3 clusters Score: Raw -7757365.981033 + Penalty 2150.051141 = -7755215.929892 nChanged 23 SP:Iteration 27Q (13288.651791 sec): 3 clusters Score: Raw -7757376.751457 + Penalty 2150.051141 = -7755226.700316 nChanged 23 SP:Iteration 28Q (13288.740726 sec): 3 clusters Score: Raw -7757385.020205 + Penalty 2150.051141 = -7755234.969064 nChanged 10 SP:Iteration 29Q (13288.829392 sec): 3 clusters Score: Raw -7757389.664251 + Penalty 2150.051141 = -7755239.613110 nChanged 11 SP:Iteration 30Q (13288.918161 sec): 3 clusters Score: Raw -7757395.607088 + Penalty 2150.051141 = -7755245.555947 nChanged 11 SP:Iteration 31Q (13289.006898 sec): 3 clusters Score: Raw -7757400.628812 + Penalty 2150.051141 = -7755250.577671 nChanged 6 SP:Iteration 32Q (13289.095655 sec): 3 clusters Score: Raw -7757402.723167 + Penalty 2150.051141 = -7755252.672026 nChanged 3 SP:Iteration 33Q (13289.184010 sec): 3 clusters Score: Raw -7757404.293675 + Penalty 2150.051141 = -7755254.242534 nChanged 5 SP:Iteration 34Q (13289.272773 sec): 3 clusters Score: Raw -7757406.000013 + Penalty 2150.051141 = -7755255.948872 nChanged 4 SP:Iteration 35Q (13289.361417 sec): 3 clusters Score: Raw -7757407.691179 + Penalty 2150.051141 = -7755257.640038 nChanged 3 SP:Iteration 36Q (13289.450345 sec): 3 clusters Score: Raw -7757408.610636 + Penalty 2150.051141 = -7755258.559495 nChanged 0 SP:Iteration 37F (13289.557401 sec): 3 clusters Score: Raw -7757408.610636 + Penalty 2150.051141 = -7755258.559495 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13289.572070 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13289.597673 sec): 3 clusters Score: Raw -997611.070794 + Penalty 1758.890681 = -995852.180113 nChanged 4688 SP:Iteration 1F (13289.622101 sec): 3 clusters Score: Raw -1000102.034995 + Penalty 1758.890681 = -998343.144314 nChanged 588 SP:Iteration 2F (13289.646622 sec): 3 clusters Score: Raw -1000362.924366 + Penalty 1758.890681 = -998604.033685 nChanged 564 SP:Iteration 3F (13289.670944 sec): 3 clusters Score: Raw -1000681.341631 + Penalty 1758.890681 = -998922.450950 nChanged 608 SP:Iteration 4F (13289.695305 sec): 3 clusters Score: Raw -1001094.053489 + Penalty 1758.890681 = -999335.162808 nChanged 691 SP:Iteration 5F (13289.719533 sec): 3 clusters Score: Raw -1001624.306403 + Penalty 1758.890681 = -999865.415722 nChanged 716 SP:Iteration 6F (13289.743950 sec): 3 clusters Score: Raw -1002173.907451 + Penalty 1758.890681 = -1000415.016770 nChanged 650 SP:Iteration 7F (13289.768511 sec): 3 clusters Score: Raw -1002558.517835 + Penalty 1758.890681 = -1000799.627154 nChanged 490 SP:Iteration 8Q (13289.792689 sec): 3 clusters Score: Raw -1002805.036182 + Penalty 1758.890681 = -1001046.145501 nChanged 355 SP:Iteration 9Q (13289.816860 sec): 3 clusters Score: Raw -1002946.298933 + Penalty 1758.890681 = -1001187.408253 nChanged 267 SP:Iteration 10Q (13289.841064 sec): 3 clusters Score: Raw -1003039.668154 + Penalty 1758.890681 = -1001280.777473 nChanged 215 SP:Iteration 11Q (13289.865332 sec): 3 clusters Score: Raw -1003109.321731 + Penalty 1758.890681 = -1001350.431050 nChanged 176 SP:Iteration 12Q (13289.889797 sec): 3 clusters Score: Raw -1003149.735563 + Penalty 1758.890681 = -1001390.844882 nChanged 99 SP:Iteration 13Q (13289.914088 sec): 3 clusters Score: Raw -1003171.945963 + Penalty 1758.890681 = -1001413.055283 nChanged 94 SP:Iteration 14Q (13289.938451 sec): 3 clusters Score: Raw -1003192.454316 + Penalty 1758.890681 = -1001433.563635 nChanged 92 SP:Iteration 15Q (13289.962704 sec): 3 clusters Score: Raw -1003214.965854 + Penalty 1758.890681 = -1001456.075173 nChanged 100 SP:Iteration 16Q (13289.986825 sec): 3 clusters Score: Raw -1003240.934539 + Penalty 1758.890681 = -1001482.043858 nChanged 107 SP:Iteration 17Q (13290.010946 sec): 3 clusters Score: Raw -1003266.550499 + Penalty 1758.890681 = -1001507.659818 nChanged 95 SP:Iteration 18Q (13290.034991 sec): 3 clusters Score: Raw -1003289.777983 + Penalty 1758.890681 = -1001530.887302 nChanged 89 SP:Iteration 19Q (13290.058975 sec): 3 clusters Score: Raw -1003313.825095 + Penalty 1758.890681 = -1001554.934414 nChanged 99 SP:Iteration 20F (13290.083314 sec): 3 clusters Score: Raw -1003335.937581 + Penalty 1758.890681 = -1001577.046901 nChanged 77 SP:Iteration 21Q (13290.107546 sec): 3 clusters Score: Raw -1003349.046526 + Penalty 1758.890681 = -1001590.155845 nChanged 57 SP:Iteration 22Q (13290.131559 sec): 3 clusters Score: Raw -1003360.505117 + Penalty 1758.890681 = -1001601.614436 nChanged 56 SP:Iteration 23Q (13290.155633 sec): 3 clusters Score: Raw -1003372.867054 + Penalty 1758.890681 = -1001613.976373 nChanged 65 SP:Iteration 24Q (13290.179766 sec): 3 clusters Score: Raw -1003385.370820 + Penalty 1758.890681 = -1001626.480139 nChanged 56 SP:Iteration 25Q (13290.203831 sec): 3 clusters Score: Raw -1003395.530060 + Penalty 1758.890681 = -1001636.639379 nChanged 64 SP:Iteration 26Q (13290.227760 sec): 3 clusters Score: Raw -1003409.057755 + Penalty 1758.890681 = -1001650.167074 nChanged 75 SP:Iteration 27Q (13290.251633 sec): 3 clusters Score: Raw -1003425.341353 + Penalty 1758.890681 = -1001666.450672 nChanged 70 SP:Iteration 28Q (13290.275522 sec): 3 clusters Score: Raw -1003441.456587 + Penalty 1758.890681 = -1001682.565906 nChanged 70 SP:Iteration 29Q (13290.299604 sec): 3 clusters Score: Raw -1003456.039666 + Penalty 1758.890681 = -1001697.148985 nChanged 75 SP:Iteration 30Q (13290.323582 sec): 3 clusters Score: Raw -1003468.435281 + Penalty 1758.890681 = -1001709.544600 nChanged 75 SP:Iteration 31Q (13290.347604 sec): 3 clusters Score: Raw -1003481.708698 + Penalty 1758.890681 = -1001722.818017 nChanged 52 SP:Iteration 32Q (13290.371456 sec): 3 clusters Score: Raw -1003489.489627 + Penalty 1758.890681 = -1001730.598946 nChanged 63 SP:Iteration 33Q (13290.395276 sec): 3 clusters Score: Raw -1003499.392822 + Penalty 1758.890681 = -1001740.502141 nChanged 60 SP:Iteration 34Q (13290.419171 sec): 3 clusters Score: Raw -1003508.345045 + Penalty 1758.890681 = -1001749.454364 nChanged 50 SP:Iteration 35Q (13290.442869 sec): 3 clusters Score: Raw -1003515.376099 + Penalty 1758.890681 = -1001756.485418 nChanged 50 SP:Iteration 36Q (13290.466407 sec): 3 clusters Score: Raw -1003524.637612 + Penalty 1758.890681 = -1001765.746931 nChanged 62 SP:Iteration 37Q (13290.490014 sec): 3 clusters Score: Raw -1003537.353144 + Penalty 1758.890681 = -1001778.462463 nChanged 64 SP:Iteration 38Q (13290.513730 sec): 3 clusters Score: Raw -1003550.506649 + Penalty 1758.890681 = -1001791.615968 nChanged 74 SP:Iteration 39Q (13290.537322 sec): 3 clusters Score: Raw -1003567.345472 + Penalty 1758.890681 = -1001808.454791 nChanged 72 SP:Iteration 40F (13290.561816 sec): 3 clusters Score: Raw -1003582.812881 + Penalty 1758.890681 = -1001823.922201 nChanged 68 SP:Iteration 41Q (13290.585530 sec): 3 clusters Score: Raw -1003596.103105 + Penalty 1758.890681 = -1001837.212424 nChanged 68 SP:Iteration 42Q (13290.609128 sec): 3 clusters Score: Raw -1003611.338271 + Penalty 1758.890681 = -1001852.447590 nChanged 66 SP:Iteration 43Q (13290.632802 sec): 3 clusters Score: Raw -1003623.996167 + Penalty 1758.890681 = -1001865.105486 nChanged 52 SP:Iteration 44Q (13290.656492 sec): 3 clusters Score: Raw -1003633.036108 + Penalty 1758.890681 = -1001874.145427 nChanged 51 SP:Iteration 45Q (13290.680167 sec): 3 clusters Score: Raw -1003644.489567 + Penalty 1758.890681 = -1001885.598886 nChanged 50 SP:Iteration 46Q (13290.703836 sec): 3 clusters Score: Raw -1003656.646655 + Penalty 1758.890681 = -1001897.755974 nChanged 58 SP:Iteration 47Q (13290.727271 sec): 3 clusters Score: Raw -1003668.360732 + Penalty 1758.890681 = -1001909.470051 nChanged 48 SP:Iteration 48Q (13290.750732 sec): 3 clusters Score: Raw -1003676.996562 + Penalty 1758.890681 = -1001918.105881 nChanged 47 SP:Iteration 49Q (13290.774270 sec): 3 clusters Score: Raw -1003686.465059 + Penalty 1758.890681 = -1001927.574378 nChanged 45 SP:Iteration 50Q (13290.797900 sec): 3 clusters Score: Raw -1003695.229719 + Penalty 1758.890681 = -1001936.339038 nChanged 41 SP:Iteration 51Q (13290.821263 sec): 3 clusters Score: Raw -1003703.166595 + Penalty 1758.890681 = -1001944.275914 nChanged 51 SP:Iteration 52Q (13290.844975 sec): 3 clusters Score: Raw -1003715.625177 + Penalty 1758.890681 = -1001956.734496 nChanged 56 SP:Iteration 53Q (13290.868367 sec): 3 clusters Score: Raw -1003729.194284 + Penalty 1758.890681 = -1001970.303603 nChanged 51 SP:Iteration 54Q (13290.891783 sec): 3 clusters Score: Raw -1003742.608466 + Penalty 1758.890681 = -1001983.717785 nChanged 58 SP:Iteration 55Q (13290.915254 sec): 3 clusters Score: Raw -1003760.125824 + Penalty 1758.890681 = -1002001.235143 nChanged 52 SP:Iteration 56Q (13290.938352 sec): 3 clusters Score: Raw -1003771.804985 + Penalty 1758.890681 = -1002012.914304 nChanged 51 SP:Iteration 57Q (13290.961554 sec): 3 clusters Score: Raw -1003781.695595 + Penalty 1758.890681 = -1002022.804914 nChanged 38 SP:Iteration 58Q (13290.984658 sec): 3 clusters Score: Raw -1003787.812925 + Penalty 1758.890681 = -1002028.922244 nChanged 30 SP:Iteration 59Q (13291.007718 sec): 3 clusters Score: Raw -1003792.344318 + Penalty 1758.890681 = -1002033.453637 nChanged 25 SP:Iteration 60F (13291.032202 sec): 3 clusters Score: Raw -1003797.001952 + Penalty 1758.890681 = -1002038.111271 nChanged 28 SP:Iteration 61Q (13291.055508 sec): 3 clusters Score: Raw -1003801.018348 + Penalty 1758.890681 = -1002042.127667 nChanged 25 SP:Iteration 62Q (13291.078857 sec): 3 clusters Score: Raw -1003805.255322 + Penalty 1758.890681 = -1002046.364641 nChanged 26 SP:Iteration 63Q (13291.102041 sec): 3 clusters Score: Raw -1003809.664355 + Penalty 1758.890681 = -1002050.773674 nChanged 19 SP:Iteration 64Q (13291.125388 sec): 3 clusters Score: Raw -1003812.404557 + Penalty 1758.890681 = -1002053.513876 nChanged 14 SP:Iteration 65Q (13291.148683 sec): 3 clusters Score: Raw -1003814.254418 + Penalty 1758.890681 = -1002055.363737 nChanged 13 SP:Iteration 66Q (13291.171848 sec): 3 clusters Score: Raw -1003816.519043 + Penalty 1758.890681 = -1002057.628362 nChanged 15 SP:Iteration 67Q (13291.194976 sec): 3 clusters Score: Raw -1003819.433924 + Penalty 1758.890681 = -1002060.543243 nChanged 14 SP:Iteration 68Q (13291.218012 sec): 3 clusters Score: Raw -1003821.603372 + Penalty 1758.890681 = -1002062.712691 nChanged 12 SP:Iteration 69Q (13291.241254 sec): 3 clusters Score: Raw -1003823.584975 + Penalty 1758.890681 = -1002064.694294 nChanged 13 SP:Iteration 70Q (13291.264388 sec): 3 clusters Score: Raw -1003825.237503 + Penalty 1758.890681 = -1002066.346822 nChanged 9 SP:Iteration 71Q (13291.287537 sec): 3 clusters Score: Raw -1003826.371008 + Penalty 1758.890681 = -1002067.480327 nChanged 7 SP:Iteration 72Q (13291.310693 sec): 3 clusters Score: Raw -1003826.918644 + Penalty 1758.890681 = -1002068.027964 nChanged 5 SP:Iteration 73Q (13291.333786 sec): 3 clusters Score: Raw -1003827.560281 + Penalty 1758.890681 = -1002068.669600 nChanged 3 SP:Iteration 74Q (13291.356926 sec): 3 clusters Score: Raw -1003827.959762 + Penalty 1758.890681 = -1002069.069082 nChanged 4 SP:Iteration 75Q (13291.379993 sec): 3 clusters Score: Raw -1003828.629632 + Penalty 1758.890681 = -1002069.738951 nChanged 4 SP:Iteration 76Q (13291.403074 sec): 3 clusters Score: Raw -1003829.104644 + Penalty 1758.890681 = -1002070.213963 nChanged 4 SP:Iteration 77Q (13291.426283 sec): 3 clusters Score: Raw -1003829.394726 + Penalty 1758.890681 = -1002070.504045 nChanged 4 SP:Iteration 78Q (13291.449432 sec): 3 clusters Score: Raw -1003829.715592 + Penalty 1758.890681 = -1002070.824911 nChanged 2 SP:Iteration 79Q (13291.472503 sec): 3 clusters Score: Raw -1003829.981641 + Penalty 1758.890681 = -1002071.090961 nChanged 3 SP:Iteration 80F (13291.497095 sec): 3 clusters Score: Raw -1003830.211720 + Penalty 1758.890681 = -1002071.321039 nChanged 2 SP:Iteration 81Q (13291.520280 sec): 3 clusters Score: Raw -1003830.572269 + Penalty 1758.890681 = -1002071.681588 nChanged 5 SP:Iteration 82Q (13291.543463 sec): 3 clusters Score: Raw -1003831.378047 + Penalty 1758.890681 = -1002072.487366 nChanged 4 SP:Iteration 83Q (13291.566645 sec): 3 clusters Score: Raw -1003831.851879 + Penalty 1758.890681 = -1002072.961198 nChanged 2 SP:Iteration 84Q (13291.589689 sec): 3 clusters Score: Raw -1003832.514266 + Penalty 1758.890681 = -1002073.623585 nChanged 4 SP:Iteration 85Q (13291.612957 sec): 3 clusters Score: Raw -1003832.938556 + Penalty 1758.890681 = -1002074.047875 nChanged 3 SP:Iteration 86Q (13291.636248 sec): 3 clusters Score: Raw -1003833.069143 + Penalty 1758.890681 = -1002074.178462 nChanged 1 SP:Iteration 87Q (13291.659661 sec): 3 clusters Score: Raw -1003833.115210 + Penalty 1758.890681 = -1002074.224530 nChanged 0 SP:Iteration 88F (13291.684177 sec): 3 clusters Score: Raw -1003833.115210 + Penalty 1758.890681 = -1002074.224530 nChanged 0 Trying to split cluster 9 (14553 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13291.710757 sec): 2 clusters Score: Raw -1320641.881838 + Penalty 910.627482 = -1319731.254356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13291.741534 sec): 3 clusters Score: Raw -1311759.815112 + Penalty 1821.254963 = -1309938.560149 nChanged 6571 SP:Iteration 1F (13291.771167 sec): 3 clusters Score: Raw -1315399.721557 + Penalty 1821.254963 = -1313578.466594 nChanged 916 SP:Iteration 2F (13291.800752 sec): 3 clusters Score: Raw -1315855.469708 + Penalty 1821.254963 = -1314034.214745 nChanged 964 SP:Iteration 3F (13291.830188 sec): 3 clusters Score: Raw -1316435.244233 + Penalty 1821.254963 = -1314613.989270 nChanged 1098 SP:Iteration 4F (13291.859684 sec): 3 clusters Score: Raw -1317175.270843 + Penalty 1821.254963 = -1315354.015880 nChanged 1101 SP:Iteration 5F (13291.889234 sec): 3 clusters Score: Raw -1317971.506850 + Penalty 1821.254963 = -1316150.251887 nChanged 998 SP:Iteration 6F (13291.918742 sec): 3 clusters Score: Raw -1318757.389685 + Penalty 1821.254963 = -1316936.134722 nChanged 931 SP:Iteration 7F (13291.948330 sec): 3 clusters Score: Raw -1319505.183955 + Penalty 1821.254963 = -1317683.928992 nChanged 714 SP:Iteration 8Q (13291.977705 sec): 3 clusters Score: Raw -1320101.529240 + Penalty 1821.254963 = -1318280.274277 nChanged 519 SP:Iteration 9Q (13292.006702 sec): 3 clusters Score: Raw -1320543.956443 + Penalty 1821.254963 = -1318722.701480 nChanged 380 SP:Iteration 10Q (13292.035421 sec): 3 clusters Score: Raw -1320845.693514 + Penalty 1821.254963 = -1319024.438551 nChanged 247 SP:Iteration 11Q (13292.063624 sec): 3 clusters Score: Raw -1321040.094398 + Penalty 1821.254963 = -1319218.839435 nChanged 146 SP:Iteration 12Q (13292.091161 sec): 3 clusters Score: Raw -1321137.087037 + Penalty 1821.254963 = -1319315.832074 nChanged 92 SP:Iteration 13Q (13292.118201 sec): 3 clusters Score: Raw -1321190.386391 + Penalty 1821.254963 = -1319369.131428 nChanged 73 SP:Iteration 14Q (13292.145001 sec): 3 clusters Score: Raw -1321226.508989 + Penalty 1821.254963 = -1319405.254026 nChanged 47 SP:Iteration 15Q (13292.171508 sec): 3 clusters Score: Raw -1321247.883343 + Penalty 1821.254963 = -1319426.628380 nChanged 27 SP:Iteration 16Q (13292.197751 sec): 3 clusters Score: Raw -1321258.823253 + Penalty 1821.254963 = -1319437.568290 nChanged 29 SP:Iteration 17Q (13292.223982 sec): 3 clusters Score: Raw -1321271.308124 + Penalty 1821.254963 = -1319450.053161 nChanged 21 SP:Iteration 18Q (13292.250133 sec): 3 clusters Score: Raw -1321279.399134 + Penalty 1821.254963 = -1319458.144171 nChanged 10 SP:Iteration 19Q (13292.276244 sec): 3 clusters Score: Raw -1321282.505483 + Penalty 1821.254963 = -1319461.250520 nChanged 10 SP:Iteration 20F (13292.305846 sec): 3 clusters Score: Raw -1321285.387307 + Penalty 1821.254963 = -1319464.132344 nChanged 7 SP:Iteration 21Q (13292.331827 sec): 3 clusters Score: Raw -1321286.916262 + Penalty 1821.254963 = -1319465.661299 nChanged 5 SP:Iteration 22Q (13292.357978 sec): 3 clusters Score: Raw -1321288.589509 + Penalty 1821.254963 = -1319467.334546 nChanged 2 SP:Iteration 23Q (13292.384100 sec): 3 clusters Score: Raw -1321289.744324 + Penalty 1821.254963 = -1319468.489361 nChanged 5 SP:Iteration 24Q (13292.410014 sec): 3 clusters Score: Raw -1321291.074539 + Penalty 1821.254963 = -1319469.819576 nChanged 4 SP:Iteration 25Q (13292.435829 sec): 3 clusters Score: Raw -1321292.052461 + Penalty 1821.254963 = -1319470.797498 nChanged 3 SP:Iteration 26Q (13292.461672 sec): 3 clusters Score: Raw -1321292.769420 + Penalty 1821.254963 = -1319471.514457 nChanged 2 SP:Iteration 27Q (13292.487560 sec): 3 clusters Score: Raw -1321292.923813 + Penalty 1821.254963 = -1319471.668850 nChanged 0 SP:Iteration 28F (13292.517074 sec): 3 clusters Score: Raw -1321292.923813 + Penalty 1821.254963 = -1319471.668850 nChanged 0 Trying to split cluster 10 (30854 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13292.557548 sec): 2 clusters Score: Raw -2969323.394893 + Penalty 982.017060 = -2968341.377833 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13292.609195 sec): 3 clusters Score: Raw -2949625.905601 + Penalty 1964.034119 = -2947661.871482 nChanged 14511 SP:Iteration 1F (13292.657134 sec): 3 clusters Score: Raw -2958218.303950 + Penalty 1964.034119 = -2956254.269831 nChanged 1534 SP:Iteration 2Q (13292.706336 sec): 3 clusters Score: Raw -2958870.223756 + Penalty 1964.034119 = -2956906.189636 nChanged 1797 SP:Iteration 3F (13292.753879 sec): 3 clusters Score: Raw -2959875.713544 + Penalty 1964.034119 = -2957911.679424 nChanged 2123 SP:Iteration 4F (13292.802687 sec): 3 clusters Score: Raw -2961396.507632 + Penalty 1964.034119 = -2959432.473513 nChanged 2455 SP:Iteration 5F (13292.850657 sec): 3 clusters Score: Raw -2963580.224499 + Penalty 1964.034119 = -2961616.190379 nChanged 2451 SP:Iteration 6F (13292.898400 sec): 3 clusters Score: Raw -2965931.139614 + Penalty 1964.034119 = -2963967.105495 nChanged 1868 SP:Iteration 7F (13292.946365 sec): 3 clusters Score: Raw -2967630.733803 + Penalty 1964.034119 = -2965666.699684 nChanged 1238 SP:Iteration 8Q (13292.993763 sec): 3 clusters Score: Raw -2968471.796958 + Penalty 1964.034119 = -2966507.762839 nChanged 714 SP:Iteration 9Q (13293.039352 sec): 3 clusters Score: Raw -2968864.280542 + Penalty 1964.034119 = -2966900.246423 nChanged 499 SP:Iteration 10Q (13293.084724 sec): 3 clusters Score: Raw -2969127.103785 + Penalty 1964.034119 = -2967163.069666 nChanged 391 SP:Iteration 11Q (13293.129090 sec): 3 clusters Score: Raw -2969277.472770 + Penalty 1964.034119 = -2967313.438651 nChanged 305 SP:Iteration 12Q (13293.173719 sec): 3 clusters Score: Raw -2969365.728785 + Penalty 1964.034119 = -2967401.694666 nChanged 245 SP:Iteration 13Q (13293.217822 sec): 3 clusters Score: Raw -2969425.073980 + Penalty 1964.034119 = -2967461.039861 nChanged 186 SP:Iteration 14Q (13293.261936 sec): 3 clusters Score: Raw -2969465.696734 + Penalty 1964.034119 = -2967501.662615 nChanged 142 SP:Iteration 15Q (13293.305829 sec): 3 clusters Score: Raw -2969495.009821 + Penalty 1964.034119 = -2967530.975702 nChanged 132 SP:Iteration 16Q (13293.349663 sec): 3 clusters Score: Raw -2969516.912047 + Penalty 1964.034119 = -2967552.877927 nChanged 118 SP:Iteration 17Q (13293.393691 sec): 3 clusters Score: Raw -2969534.514004 + Penalty 1964.034119 = -2967570.479884 nChanged 103 SP:Iteration 18Q (13293.437001 sec): 3 clusters Score: Raw -2969548.064644 + Penalty 1964.034119 = -2967584.030525 nChanged 83 SP:Iteration 19Q (13293.480648 sec): 3 clusters Score: Raw -2969557.906865 + Penalty 1964.034119 = -2967593.872746 nChanged 79 SP:Iteration 20F (13293.527912 sec): 3 clusters Score: Raw -2969570.435163 + Penalty 1964.034119 = -2967606.401043 nChanged 98 SP:Iteration 21Q (13293.572217 sec): 3 clusters Score: Raw -2969584.956191 + Penalty 1964.034119 = -2967620.922072 nChanged 78 SP:Iteration 22Q (13293.615812 sec): 3 clusters Score: Raw -2969595.224719 + Penalty 1964.034119 = -2967631.190600 nChanged 71 SP:Iteration 23Q (13293.659308 sec): 3 clusters Score: Raw -2969602.967778 + Penalty 1964.034119 = -2967638.933659 nChanged 61 SP:Iteration 24Q (13293.702593 sec): 3 clusters Score: Raw -2969609.804507 + Penalty 1964.034119 = -2967645.770388 nChanged 62 SP:Iteration 25Q (13293.746166 sec): 3 clusters Score: Raw -2969616.187446 + Penalty 1964.034119 = -2967652.153327 nChanged 61 SP:Iteration 26Q (13293.789345 sec): 3 clusters Score: Raw -2969623.023736 + Penalty 1964.034119 = -2967658.989617 nChanged 50 SP:Iteration 27Q (13293.832807 sec): 3 clusters Score: Raw -2969627.678371 + Penalty 1964.034119 = -2967663.644252 nChanged 49 SP:Iteration 28Q (13293.875981 sec): 3 clusters Score: Raw -2969631.667815 + Penalty 1964.034119 = -2967667.633696 nChanged 48 SP:Iteration 29Q (13293.919309 sec): 3 clusters Score: Raw -2969635.656806 + Penalty 1964.034119 = -2967671.622687 nChanged 39 SP:Iteration 30Q (13293.962357 sec): 3 clusters Score: Raw -2969638.493261 + Penalty 1964.034119 = -2967674.459141 nChanged 35 SP:Iteration 31Q (13294.005625 sec): 3 clusters Score: Raw -2969642.083414 + Penalty 1964.034119 = -2967678.049295 nChanged 50 SP:Iteration 32Q (13294.048607 sec): 3 clusters Score: Raw -2969647.056781 + Penalty 1964.034119 = -2967683.022662 nChanged 51 SP:Iteration 33Q (13294.091986 sec): 3 clusters Score: Raw -2969652.226200 + Penalty 1964.034119 = -2967688.192081 nChanged 36 SP:Iteration 34Q (13294.134914 sec): 3 clusters Score: Raw -2969655.720886 + Penalty 1964.034119 = -2967691.686766 nChanged 37 SP:Iteration 35Q (13294.177953 sec): 3 clusters Score: Raw -2969659.831251 + Penalty 1964.034119 = -2967695.797132 nChanged 40 SP:Iteration 36Q (13294.221091 sec): 3 clusters Score: Raw -2969664.458218 + Penalty 1964.034119 = -2967700.424098 nChanged 50 SP:Iteration 37Q (13294.264191 sec): 3 clusters Score: Raw -2969671.065578 + Penalty 1964.034119 = -2967707.031458 nChanged 56 SP:Iteration 38Q (13294.307025 sec): 3 clusters Score: Raw -2969679.785118 + Penalty 1964.034119 = -2967715.750998 nChanged 50 SP:Iteration 39Q (13294.349953 sec): 3 clusters Score: Raw -2969687.124008 + Penalty 1964.034119 = -2967723.089889 nChanged 59 SP:Iteration 40F (13294.397293 sec): 3 clusters Score: Raw -2969696.664610 + Penalty 1964.034119 = -2967732.630490 nChanged 58 SP:Iteration 41Q (13294.441043 sec): 3 clusters Score: Raw -2969705.615174 + Penalty 1964.034119 = -2967741.581055 nChanged 56 SP:Iteration 42Q (13294.484261 sec): 3 clusters Score: Raw -2969713.616210 + Penalty 1964.034119 = -2967749.582090 nChanged 56 SP:Iteration 43Q (13294.527109 sec): 3 clusters Score: Raw -2969720.933505 + Penalty 1964.034119 = -2967756.899386 nChanged 46 SP:Iteration 44Q (13294.570085 sec): 3 clusters Score: Raw -2969725.396644 + Penalty 1964.034119 = -2967761.362525 nChanged 33 SP:Iteration 45Q (13294.626263 sec): 3 clusters Score: Raw -2969728.070858 + Penalty 1964.034119 = -2967764.036739 nChanged 32 SP:Iteration 46Q (13294.669042 sec): 3 clusters Score: Raw -2969731.078861 + Penalty 1964.034119 = -2967767.044742 nChanged 34 SP:Iteration 47Q (13294.711922 sec): 3 clusters Score: Raw -2969733.273318 + Penalty 1964.034119 = -2967769.239198 nChanged 18 SP:Iteration 48Q (13294.754723 sec): 3 clusters Score: Raw -2969734.442330 + Penalty 1964.034119 = -2967770.408211 nChanged 14 SP:Iteration 49Q (13294.797562 sec): 3 clusters Score: Raw -2969735.573985 + Penalty 1964.034119 = -2967771.539866 nChanged 16 SP:Iteration 50Q (13294.840308 sec): 3 clusters Score: Raw -2969736.978036 + Penalty 1964.034119 = -2967772.943916 nChanged 17 SP:Iteration 51Q (13294.883067 sec): 3 clusters Score: Raw -2969738.042711 + Penalty 1964.034119 = -2967774.008592 nChanged 16 SP:Iteration 52Q (13294.925773 sec): 3 clusters Score: Raw -2969739.182179 + Penalty 1964.034119 = -2967775.148060 nChanged 12 SP:Iteration 53Q (13294.968658 sec): 3 clusters Score: Raw -2969740.074953 + Penalty 1964.034119 = -2967776.040834 nChanged 14 SP:Iteration 54Q (13295.011292 sec): 3 clusters Score: Raw -2969741.045760 + Penalty 1964.034119 = -2967777.011641 nChanged 16 SP:Iteration 55Q (13295.054158 sec): 3 clusters Score: Raw -2969742.267599 + Penalty 1964.034119 = -2967778.233480 nChanged 19 SP:Iteration 56Q (13295.096811 sec): 3 clusters Score: Raw -2969744.046321 + Penalty 1964.034119 = -2967780.012201 nChanged 24 SP:Iteration 57Q (13295.139545 sec): 3 clusters Score: Raw -2969746.718402 + Penalty 1964.034119 = -2967782.684283 nChanged 22 SP:Iteration 58Q (13295.182190 sec): 3 clusters Score: Raw -2969748.843209 + Penalty 1964.034119 = -2967784.809090 nChanged 17 SP:Iteration 59Q (13295.224951 sec): 3 clusters Score: Raw -2969750.477241 + Penalty 1964.034119 = -2967786.443122 nChanged 19 SP:Iteration 60F (13295.272040 sec): 3 clusters Score: Raw -2969751.813123 + Penalty 1964.034119 = -2967787.779003 nChanged 18 SP:Iteration 61Q (13295.315618 sec): 3 clusters Score: Raw -2969753.070192 + Penalty 1964.034119 = -2967789.036073 nChanged 19 SP:Iteration 62Q (13295.358196 sec): 3 clusters Score: Raw -2969754.485682 + Penalty 1964.034119 = -2967790.451563 nChanged 18 SP:Iteration 63Q (13295.401092 sec): 3 clusters Score: Raw -2969755.763856 + Penalty 1964.034119 = -2967791.729736 nChanged 18 SP:Iteration 64Q (13295.443610 sec): 3 clusters Score: Raw -2969757.023290 + Penalty 1964.034119 = -2967792.989170 nChanged 18 SP:Iteration 65Q (13295.486481 sec): 3 clusters Score: Raw -2969758.546071 + Penalty 1964.034119 = -2967794.511951 nChanged 19 SP:Iteration 66Q (13295.528921 sec): 3 clusters Score: Raw -2969760.153644 + Penalty 1964.034119 = -2967796.119524 nChanged 24 SP:Iteration 67Q (13295.571668 sec): 3 clusters Score: Raw -2969761.719142 + Penalty 1964.034119 = -2967797.685023 nChanged 18 SP:Iteration 68Q (13295.614344 sec): 3 clusters Score: Raw -2969763.034488 + Penalty 1964.034119 = -2967799.000369 nChanged 21 SP:Iteration 69Q (13295.657041 sec): 3 clusters Score: Raw -2969764.504446 + Penalty 1964.034119 = -2967800.470327 nChanged 21 SP:Iteration 70Q (13295.699719 sec): 3 clusters Score: Raw -2969766.300118 + Penalty 1964.034119 = -2967802.265999 nChanged 19 SP:Iteration 71Q (13295.742267 sec): 3 clusters Score: Raw -2969767.790279 + Penalty 1964.034119 = -2967803.756159 nChanged 25 SP:Iteration 72Q (13295.784724 sec): 3 clusters Score: Raw -2969770.011810 + Penalty 1964.034119 = -2967805.977691 nChanged 21 SP:Iteration 73Q (13295.827452 sec): 3 clusters Score: Raw -2969771.783862 + Penalty 1964.034119 = -2967807.749743 nChanged 24 SP:Iteration 74Q (13295.869963 sec): 3 clusters Score: Raw -2969773.717871 + Penalty 1964.034119 = -2967809.683752 nChanged 21 SP:Iteration 75Q (13295.939736 sec): 3 clusters Score: Raw -2969775.177055 + Penalty 1964.034119 = -2967811.142936 nChanged 21 SP:Iteration 76Q (13295.981532 sec): 3 clusters Score: Raw -2969776.449775 + Penalty 1964.034119 = -2967812.415655 nChanged 15 SP:Iteration 77Q (13296.023834 sec): 3 clusters Score: Raw -2969777.247799 + Penalty 1964.034119 = -2967813.213679 nChanged 14 SP:Iteration 78Q (13296.066300 sec): 3 clusters Score: Raw -2969777.952594 + Penalty 1964.034119 = -2967813.918474 nChanged 17 SP:Iteration 79Q (13296.108735 sec): 3 clusters Score: Raw -2969778.862614 + Penalty 1964.034119 = -2967814.828495 nChanged 20 SP:Iteration 80F (13296.156188 sec): 3 clusters Score: Raw -2969780.267251 + Penalty 1964.034119 = -2967816.233132 nChanged 21 SP:Iteration 81Q (13296.199526 sec): 3 clusters Score: Raw -2969781.640447 + Penalty 1964.034119 = -2967817.606327 nChanged 13 SP:Iteration 82Q (13296.241989 sec): 3 clusters Score: Raw -2969782.496919 + Penalty 1964.034119 = -2967818.462800 nChanged 15 SP:Iteration 83Q (13296.284646 sec): 3 clusters Score: Raw -2969783.367947 + Penalty 1964.034119 = -2967819.333828 nChanged 9 SP:Iteration 84Q (13296.326943 sec): 3 clusters Score: Raw -2969783.707511 + Penalty 1964.034119 = -2967819.673392 nChanged 7 SP:Iteration 85Q (13296.369401 sec): 3 clusters Score: Raw -2969784.012539 + Penalty 1964.034119 = -2967819.978420 nChanged 6 SP:Iteration 86Q (13296.411697 sec): 3 clusters Score: Raw -2969784.351512 + Penalty 1964.034119 = -2967820.317393 nChanged 9 SP:Iteration 87Q (13296.454030 sec): 3 clusters Score: Raw -2969784.695105 + Penalty 1964.034119 = -2967820.660986 nChanged 8 SP:Iteration 88Q (13296.496645 sec): 3 clusters Score: Raw -2969785.093963 + Penalty 1964.034119 = -2967821.059844 nChanged 12 SP:Iteration 89Q (13296.538915 sec): 3 clusters Score: Raw -2969785.838918 + Penalty 1964.034119 = -2967821.804798 nChanged 16 SP:Iteration 90Q (13296.581577 sec): 3 clusters Score: Raw -2969786.776521 + Penalty 1964.034119 = -2967822.742401 nChanged 19 SP:Iteration 91Q (13296.623940 sec): 3 clusters Score: Raw -2969788.015680 + Penalty 1964.034119 = -2967823.981560 nChanged 13 SP:Iteration 92Q (13296.666358 sec): 3 clusters Score: Raw -2969789.093779 + Penalty 1964.034119 = -2967825.059660 nChanged 12 SP:Iteration 93Q (13296.708720 sec): 3 clusters Score: Raw -2969789.602452 + Penalty 1964.034119 = -2967825.568333 nChanged 10 SP:Iteration 94Q (13296.751074 sec): 3 clusters Score: Raw -2969790.084138 + Penalty 1964.034119 = -2967826.050019 nChanged 9 SP:Iteration 95Q (13296.793328 sec): 3 clusters Score: Raw -2969790.507211 + Penalty 1964.034119 = -2967826.473091 nChanged 7 SP:Iteration 96Q (13296.835844 sec): 3 clusters Score: Raw -2969790.941832 + Penalty 1964.034119 = -2967826.907713 nChanged 9 SP:Iteration 97Q (13296.878068 sec): 3 clusters Score: Raw -2969791.646614 + Penalty 1964.034119 = -2967827.612495 nChanged 11 SP:Iteration 98Q (13296.920627 sec): 3 clusters Score: Raw -2969792.165012 + Penalty 1964.034119 = -2967828.130892 nChanged 6 SP:Iteration 99Q (13296.962935 sec): 3 clusters Score: Raw -2969792.359915 + Penalty 1964.034119 = -2967828.325796 nChanged 2 SP:Iteration 100F (13297.010313 sec): 3 clusters Score: Raw -2969792.499329 + Penalty 1964.034119 = -2967828.465210 nChanged 3 SP:Iteration 101Q (13297.053372 sec): 3 clusters Score: Raw -2969792.692093 + Penalty 1964.034119 = -2967828.657974 nChanged 2 SP:Iteration 102Q (13297.119836 sec): 3 clusters Score: Raw -2969792.751902 + Penalty 1964.034119 = -2967828.717782 nChanged 1 SP:Iteration 103Q (13297.167633 sec): 3 clusters Score: Raw -2969792.773349 + Penalty 1964.034119 = -2967828.739229 nChanged 3 SP:Iteration 104Q (13297.209189 sec): 3 clusters Score: Raw -2969792.933862 + Penalty 1964.034119 = -2967828.899743 nChanged 5 SP:Iteration 105Q (13297.251479 sec): 3 clusters Score: Raw -2969793.347529 + Penalty 1964.034119 = -2967829.313410 nChanged 8 SP:Iteration 106Q (13297.293880 sec): 3 clusters Score: Raw -2969793.650133 + Penalty 1964.034119 = -2967829.616014 nChanged 4 SP:Iteration 107Q (13297.336322 sec): 3 clusters Score: Raw -2969793.785236 + Penalty 1964.034119 = -2967829.751117 nChanged 2 SP:Iteration 108Q (13297.378714 sec): 3 clusters Score: Raw -2969793.849531 + Penalty 1964.034119 = -2967829.815411 nChanged 2 SP:Iteration 109Q (13297.420868 sec): 3 clusters Score: Raw -2969793.926647 + Penalty 1964.034119 = -2967829.892528 nChanged 3 SP:Iteration 110Q (13297.463287 sec): 3 clusters Score: Raw -2969794.095379 + Penalty 1964.034119 = -2967830.061259 nChanged 7 SP:Iteration 111Q (13297.505554 sec): 3 clusters Score: Raw -2969794.412014 + Penalty 1964.034119 = -2967830.377895 nChanged 8 SP:Iteration 112Q (13297.547982 sec): 3 clusters Score: Raw -2969794.709974 + Penalty 1964.034119 = -2967830.675855 nChanged 6 SP:Iteration 113Q (13297.590287 sec): 3 clusters Score: Raw -2969795.172273 + Penalty 1964.034119 = -2967831.138154 nChanged 10 SP:Iteration 114Q (13297.632647 sec): 3 clusters Score: Raw -2969795.897630 + Penalty 1964.034119 = -2967831.863511 nChanged 11 SP:Iteration 115Q (13297.674673 sec): 3 clusters Score: Raw -2969796.805530 + Penalty 1964.034119 = -2967832.771410 nChanged 14 SP:Iteration 116Q (13297.717361 sec): 3 clusters Score: Raw -2969797.638956 + Penalty 1964.034119 = -2967833.604837 nChanged 8 SP:Iteration 117Q (13297.759413 sec): 3 clusters Score: Raw -2969797.907119 + Penalty 1964.034119 = -2967833.873000 nChanged 6 SP:Iteration 118Q (13297.801888 sec): 3 clusters Score: Raw -2969798.123184 + Penalty 1964.034119 = -2967834.089064 nChanged 2 SP:Iteration 119Q (13297.844115 sec): 3 clusters Score: Raw -2969798.218267 + Penalty 1964.034119 = -2967834.184147 nChanged 0 SP:Iteration 120F (13297.891555 sec): 3 clusters Score: Raw -2969798.218267 + Penalty 1964.034119 = -2967834.184147 nChanged 0 Trying to split cluster 11 (52851 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13297.953584 sec): 2 clusters Score: Raw -4849557.759035 + Penalty 1033.147032 = -4848524.612004 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13298.034155 sec): 3 clusters Score: Raw -4815380.437125 + Penalty 2066.294063 = -4813314.143062 nChanged 24998 SP:Iteration 1F (13298.107968 sec): 3 clusters Score: Raw -4829855.686144 + Penalty 2066.294063 = -4827789.392080 nChanged 2158 SP:Iteration 2Q (13298.184448 sec): 3 clusters Score: Raw -4830537.020352 + Penalty 2066.294063 = -4828470.726288 nChanged 2368 SP:Iteration 3Q (13298.260779 sec): 3 clusters Score: Raw -4831413.350035 + Penalty 2066.294063 = -4829347.055972 nChanged 2532 SP:Iteration 4Q (13298.337280 sec): 3 clusters Score: Raw -4832577.188210 + Penalty 2066.294063 = -4830510.894147 nChanged 3004 SP:Iteration 5F (13298.411103 sec): 3 clusters Score: Raw -4834283.603521 + Penalty 2066.294063 = -4832217.309458 nChanged 3260 SP:Iteration 6F (13298.484810 sec): 3 clusters Score: Raw -4836390.123818 + Penalty 2066.294063 = -4834323.829754 nChanged 3139 SP:Iteration 7F (13298.558252 sec): 3 clusters Score: Raw -4838663.868943 + Penalty 2066.294063 = -4836597.574880 nChanged 2930 SP:Iteration 8F (13298.631808 sec): 3 clusters Score: Raw -4840760.490232 + Penalty 2066.294063 = -4838694.196169 nChanged 2530 SP:Iteration 9Q (13298.707134 sec): 3 clusters Score: Raw -4842376.257237 + Penalty 2066.294063 = -4840309.963174 nChanged 1915 SP:Iteration 10Q (13298.780924 sec): 3 clusters Score: Raw -4843348.437731 + Penalty 2066.294063 = -4841282.143668 nChanged 1313 SP:Iteration 11Q (13298.853293 sec): 3 clusters Score: Raw -4843862.424434 + Penalty 2066.294063 = -4841796.130371 nChanged 959 SP:Iteration 12Q (13298.924715 sec): 3 clusters Score: Raw -4844189.095683 + Penalty 2066.294063 = -4842122.801619 nChanged 726 SP:Iteration 13Q (13298.995459 sec): 3 clusters Score: Raw -4844425.324664 + Penalty 2066.294063 = -4842359.030600 nChanged 681 SP:Iteration 14Q (13299.065689 sec): 3 clusters Score: Raw -4844642.347870 + Penalty 2066.294063 = -4842576.053807 nChanged 636 SP:Iteration 15Q (13299.135425 sec): 3 clusters Score: Raw -4844857.353837 + Penalty 2066.294063 = -4842791.059774 nChanged 667 SP:Iteration 16Q (13299.204620 sec): 3 clusters Score: Raw -4845100.083871 + Penalty 2066.294063 = -4843033.789808 nChanged 711 SP:Iteration 17Q (13299.273594 sec): 3 clusters Score: Raw -4845375.004399 + Penalty 2066.294063 = -4843308.710336 nChanged 767 SP:Iteration 18Q (13299.341936 sec): 3 clusters Score: Raw -4845711.312300 + Penalty 2066.294063 = -4843645.018236 nChanged 790 SP:Iteration 19Q (13299.410079 sec): 3 clusters Score: Raw -4846072.652681 + Penalty 2066.294063 = -4844006.358617 nChanged 783 SP:Iteration 20F (13299.483359 sec): 3 clusters Score: Raw -4846447.806424 + Penalty 2066.294063 = -4844381.512360 nChanged 773 SP:Iteration 21Q (13299.550703 sec): 3 clusters Score: Raw -4846854.281204 + Penalty 2066.294063 = -4844787.987141 nChanged 750 SP:Iteration 22Q (13299.628286 sec): 3 clusters Score: Raw -4847258.255286 + Penalty 2066.294063 = -4845191.961223 nChanged 683 SP:Iteration 23Q (13299.695737 sec): 3 clusters Score: Raw -4847627.139996 + Penalty 2066.294063 = -4845560.845932 nChanged 587 SP:Iteration 24Q (13299.765415 sec): 3 clusters Score: Raw -4847941.684411 + Penalty 2066.294063 = -4845875.390347 nChanged 554 SP:Iteration 25Q (13299.831311 sec): 3 clusters Score: Raw -4848250.944500 + Penalty 2066.294063 = -4846184.650436 nChanged 548 SP:Iteration 26Q (13299.895892 sec): 3 clusters Score: Raw -4848571.862913 + Penalty 2066.294063 = -4846505.568850 nChanged 496 SP:Iteration 27Q (13299.960529 sec): 3 clusters Score: Raw -4848847.969707 + Penalty 2066.294063 = -4846781.675644 nChanged 426 SP:Iteration 28Q (13300.023991 sec): 3 clusters Score: Raw -4849088.099000 + Penalty 2066.294063 = -4847021.804936 nChanged 377 SP:Iteration 29Q (13300.086826 sec): 3 clusters Score: Raw -4849298.868881 + Penalty 2066.294063 = -4847232.574817 nChanged 300 SP:Iteration 30Q (13300.149045 sec): 3 clusters Score: Raw -4849456.800189 + Penalty 2066.294063 = -4847390.506126 nChanged 240 SP:Iteration 31Q (13300.211785 sec): 3 clusters Score: Raw -4849571.534809 + Penalty 2066.294063 = -4847505.240745 nChanged 209 SP:Iteration 32Q (13300.273551 sec): 3 clusters Score: Raw -4849661.536386 + Penalty 2066.294063 = -4847595.242322 nChanged 166 SP:Iteration 33Q (13300.334554 sec): 3 clusters Score: Raw -4849731.855980 + Penalty 2066.294063 = -4847665.561917 nChanged 138 SP:Iteration 34Q (13300.395459 sec): 3 clusters Score: Raw -4849793.463943 + Penalty 2066.294063 = -4847727.169880 nChanged 105 SP:Iteration 35Q (13300.456335 sec): 3 clusters Score: Raw -4849837.818401 + Penalty 2066.294063 = -4847771.524337 nChanged 87 SP:Iteration 36Q (13300.516923 sec): 3 clusters Score: Raw -4849874.846209 + Penalty 2066.294063 = -4847808.552146 nChanged 79 SP:Iteration 37Q (13300.577367 sec): 3 clusters Score: Raw -4849906.196092 + Penalty 2066.294063 = -4847839.902028 nChanged 66 SP:Iteration 38Q (13300.637765 sec): 3 clusters Score: Raw -4849934.553693 + Penalty 2066.294063 = -4847868.259630 nChanged 62 SP:Iteration 39Q (13300.698159 sec): 3 clusters Score: Raw -4849955.012392 + Penalty 2066.294063 = -4847888.718328 nChanged 37 SP:Iteration 40F (13300.771066 sec): 3 clusters Score: Raw -4849967.540965 + Penalty 2066.294063 = -4847901.246902 nChanged 35 SP:Iteration 41Q (13300.831016 sec): 3 clusters Score: Raw -4849980.811356 + Penalty 2066.294063 = -4847914.517292 nChanged 36 SP:Iteration 42Q (13300.891114 sec): 3 clusters Score: Raw -4849992.056202 + Penalty 2066.294063 = -4847925.762139 nChanged 21 SP:Iteration 43Q (13300.951263 sec): 3 clusters Score: Raw -4849998.188431 + Penalty 2066.294063 = -4847931.894368 nChanged 21 SP:Iteration 44Q (13301.039193 sec): 3 clusters Score: Raw -4850003.538459 + Penalty 2066.294063 = -4847937.244395 nChanged 19 SP:Iteration 45Q (13301.099240 sec): 3 clusters Score: Raw -4850008.318478 + Penalty 2066.294063 = -4847942.024414 nChanged 14 SP:Iteration 46Q (13301.159365 sec): 3 clusters Score: Raw -4850012.326869 + Penalty 2066.294063 = -4847946.032806 nChanged 18 SP:Iteration 47Q (13301.219352 sec): 3 clusters Score: Raw -4850017.335806 + Penalty 2066.294063 = -4847951.041743 nChanged 17 SP:Iteration 48Q (13301.279445 sec): 3 clusters Score: Raw -4850021.139212 + Penalty 2066.294063 = -4847954.845149 nChanged 11 SP:Iteration 49Q (13301.339710 sec): 3 clusters Score: Raw -4850022.959815 + Penalty 2066.294063 = -4847956.665752 nChanged 9 SP:Iteration 50Q (13301.400051 sec): 3 clusters Score: Raw -4850024.533327 + Penalty 2066.294063 = -4847958.239263 nChanged 3 SP:Iteration 51Q (13301.460244 sec): 3 clusters Score: Raw -4850025.229529 + Penalty 2066.294063 = -4847958.935465 nChanged 4 SP:Iteration 52Q (13301.520338 sec): 3 clusters Score: Raw -4850026.081793 + Penalty 2066.294063 = -4847959.787730 nChanged 6 SP:Iteration 53Q (13301.580401 sec): 3 clusters Score: Raw -4850026.967383 + Penalty 2066.294063 = -4847960.673320 nChanged 4 SP:Iteration 54Q (13301.640301 sec): 3 clusters Score: Raw -4850028.063077 + Penalty 2066.294063 = -4847961.769014 nChanged 6 SP:Iteration 55Q (13301.700194 sec): 3 clusters Score: Raw -4850029.944632 + Penalty 2066.294063 = -4847963.650569 nChanged 5 SP:Iteration 56Q (13301.760128 sec): 3 clusters Score: Raw -4850032.190217 + Penalty 2066.294063 = -4847965.896153 nChanged 8 SP:Iteration 57Q (13301.820075 sec): 3 clusters Score: Raw -4850034.287943 + Penalty 2066.294063 = -4847967.993880 nChanged 9 SP:Iteration 58Q (13301.880289 sec): 3 clusters Score: Raw -4850036.380703 + Penalty 2066.294063 = -4847970.086640 nChanged 5 SP:Iteration 59Q (13301.940487 sec): 3 clusters Score: Raw -4850037.299343 + Penalty 2066.294063 = -4847971.005280 nChanged 5 SP:Iteration 60F (13302.013823 sec): 3 clusters Score: Raw -4850038.239194 + Penalty 2066.294063 = -4847971.945130 nChanged 3 SP:Iteration 61Q (13302.073458 sec): 3 clusters Score: Raw -4850039.279855 + Penalty 2066.294063 = -4847972.985792 nChanged 2 SP:Iteration 62Q (13302.133691 sec): 3 clusters Score: Raw -4850039.863913 + Penalty 2066.294063 = -4847973.569850 nChanged 1 SP:Iteration 63Q (13302.193768 sec): 3 clusters Score: Raw -4850039.967447 + Penalty 2066.294063 = -4847973.673383 nChanged 0 SP:Iteration 64F (13302.267166 sec): 3 clusters Score: Raw -4850039.967447 + Penalty 2066.294063 = -4847973.673383 nChanged 0 Trying to split cluster 12 (2325 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13302.274029 sec): 2 clusters Score: Raw -217514.210795 + Penalty 736.390155 = -216777.820640 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13302.283436 sec): 3 clusters Score: Raw -216364.963850 + Penalty 1472.780310 = -214892.183540 nChanged 905 SP:Iteration 1F (13302.291916 sec): 3 clusters Score: Raw -217010.164558 + Penalty 1472.780310 = -215537.384247 nChanged 241 SP:Iteration 2F (13302.300389 sec): 3 clusters Score: Raw -217210.343492 + Penalty 1472.780310 = -215737.563182 nChanged 165 SP:Iteration 3F (13302.308956 sec): 3 clusters Score: Raw -217338.297828 + Penalty 1472.780310 = -215865.517518 nChanged 129 SP:Iteration 4F (13302.317465 sec): 3 clusters Score: Raw -217433.420718 + Penalty 1472.780310 = -215960.640408 nChanged 93 SP:Iteration 5Q (13302.326003 sec): 3 clusters Score: Raw -217492.048856 + Penalty 1472.780310 = -216019.268546 nChanged 76 SP:Iteration 6Q (13302.334554 sec): 3 clusters Score: Raw -217554.076457 + Penalty 1472.780310 = -216081.296146 nChanged 68 SP:Iteration 7Q (13302.342994 sec): 3 clusters Score: Raw -217605.127373 + Penalty 1472.780310 = -216132.347062 nChanged 49 SP:Iteration 8Q (13302.351495 sec): 3 clusters Score: Raw -217639.306610 + Penalty 1472.780310 = -216166.526300 nChanged 48 SP:Iteration 9Q (13302.359983 sec): 3 clusters Score: Raw -217672.562831 + Penalty 1472.780310 = -216199.782521 nChanged 37 SP:Iteration 10Q (13302.368484 sec): 3 clusters Score: Raw -217691.827247 + Penalty 1472.780310 = -216219.046936 nChanged 32 SP:Iteration 11Q (13302.376944 sec): 3 clusters Score: Raw -217710.369344 + Penalty 1472.780310 = -216237.589033 nChanged 24 SP:Iteration 12Q (13302.385293 sec): 3 clusters Score: Raw -217724.620439 + Penalty 1472.780310 = -216251.840128 nChanged 18 SP:Iteration 13Q (13302.393700 sec): 3 clusters Score: Raw -217734.045343 + Penalty 1472.780310 = -216261.265033 nChanged 17 SP:Iteration 14Q (13302.402134 sec): 3 clusters Score: Raw -217742.452840 + Penalty 1472.780310 = -216269.672530 nChanged 16 SP:Iteration 15Q (13302.410549 sec): 3 clusters Score: Raw -217752.884406 + Penalty 1472.780310 = -216280.104095 nChanged 14 SP:Iteration 16Q (13302.418929 sec): 3 clusters Score: Raw -217757.561596 + Penalty 1472.780310 = -216284.781286 nChanged 5 SP:Iteration 17Q (13302.427314 sec): 3 clusters Score: Raw -217759.072871 + Penalty 1472.780310 = -216286.292560 nChanged 2 SP:Iteration 18Q (13302.435722 sec): 3 clusters Score: Raw -217759.482054 + Penalty 1472.780310 = -216286.701744 nChanged 0 SP:Iteration 19F (13302.444115 sec): 3 clusters Score: Raw -217759.482054 + Penalty 1472.780310 = -216286.701744 nChanged 0 Trying to split cluster 13 (33781 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13302.491648 sec): 2 clusters Score: Raw -3240614.156655 + Penalty 990.627110 = -3239623.529545 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13302.547018 sec): 3 clusters Score: Raw -3219157.042164 + Penalty 1981.254221 = -3217175.787943 nChanged 15917 SP:Iteration 1F (13302.598455 sec): 3 clusters Score: Raw -3228752.226340 + Penalty 1981.254221 = -3226770.972120 nChanged 1703 SP:Iteration 2F (13302.650080 sec): 3 clusters Score: Raw -3229517.597865 + Penalty 1981.254221 = -3227536.343644 nChanged 1887 SP:Iteration 3F (13302.701594 sec): 3 clusters Score: Raw -3230477.925610 + Penalty 1981.254221 = -3228496.671389 nChanged 2053 SP:Iteration 4F (13302.752998 sec): 3 clusters Score: Raw -3231611.911110 + Penalty 1981.254221 = -3229630.656889 nChanged 2146 SP:Iteration 5F (13302.804391 sec): 3 clusters Score: Raw -3232882.208712 + Penalty 1981.254221 = -3230900.954491 nChanged 2061 SP:Iteration 6F (13302.855944 sec): 3 clusters Score: Raw -3234105.613731 + Penalty 1981.254221 = -3232124.359511 nChanged 1788 SP:Iteration 7F (13302.907250 sec): 3 clusters Score: Raw -3235179.528344 + Penalty 1981.254221 = -3233198.274123 nChanged 1498 SP:Iteration 8Q (13302.959786 sec): 3 clusters Score: Raw -3236049.713815 + Penalty 1981.254221 = -3234068.459595 nChanged 1177 SP:Iteration 9Q (13303.011681 sec): 3 clusters Score: Raw -3236741.131628 + Penalty 1981.254221 = -3234759.877407 nChanged 975 SP:Iteration 10Q (13303.063355 sec): 3 clusters Score: Raw -3237428.524133 + Penalty 1981.254221 = -3235447.269912 nChanged 820 SP:Iteration 11Q (13303.114008 sec): 3 clusters Score: Raw -3238029.595361 + Penalty 1981.254221 = -3236048.341140 nChanged 724 SP:Iteration 12Q (13303.163789 sec): 3 clusters Score: Raw -3238456.188952 + Penalty 1981.254221 = -3236474.934731 nChanged 560 SP:Iteration 13Q (13303.212821 sec): 3 clusters Score: Raw -3238695.896094 + Penalty 1981.254221 = -3236714.641873 nChanged 426 SP:Iteration 14Q (13303.261064 sec): 3 clusters Score: Raw -3238841.338784 + Penalty 1981.254221 = -3236860.084563 nChanged 358 SP:Iteration 15Q (13303.309090 sec): 3 clusters Score: Raw -3238946.336064 + Penalty 1981.254221 = -3236965.081843 nChanged 344 SP:Iteration 16Q (13303.356668 sec): 3 clusters Score: Raw -3239046.243420 + Penalty 1981.254221 = -3237064.989200 nChanged 337 SP:Iteration 17Q (13303.403786 sec): 3 clusters Score: Raw -3239141.413677 + Penalty 1981.254221 = -3237160.159457 nChanged 330 SP:Iteration 18Q (13303.451061 sec): 3 clusters Score: Raw -3239243.152407 + Penalty 1981.254221 = -3237261.898187 nChanged 343 SP:Iteration 19Q (13303.497817 sec): 3 clusters Score: Raw -3239359.211518 + Penalty 1981.254221 = -3237377.957297 nChanged 354 SP:Iteration 20F (13303.548438 sec): 3 clusters Score: Raw -3239480.414915 + Penalty 1981.254221 = -3237499.160694 nChanged 320 SP:Iteration 21Q (13303.595726 sec): 3 clusters Score: Raw -3239583.018432 + Penalty 1981.254221 = -3237601.764211 nChanged 275 SP:Iteration 22Q (13303.641436 sec): 3 clusters Score: Raw -3239664.562901 + Penalty 1981.254221 = -3237683.308681 nChanged 273 SP:Iteration 23Q (13303.687378 sec): 3 clusters Score: Raw -3239742.597925 + Penalty 1981.254221 = -3237761.343704 nChanged 268 SP:Iteration 24Q (13303.732943 sec): 3 clusters Score: Raw -3239820.098998 + Penalty 1981.254221 = -3237838.844777 nChanged 253 SP:Iteration 25Q (13303.778479 sec): 3 clusters Score: Raw -3239895.566847 + Penalty 1981.254221 = -3237914.312626 nChanged 244 SP:Iteration 26Q (13303.823392 sec): 3 clusters Score: Raw -3239973.711263 + Penalty 1981.254221 = -3237992.457043 nChanged 220 SP:Iteration 27Q (13303.868324 sec): 3 clusters Score: Raw -3240038.256068 + Penalty 1981.254221 = -3238057.001847 nChanged 198 SP:Iteration 28Q (13303.913236 sec): 3 clusters Score: Raw -3240089.293186 + Penalty 1981.254221 = -3238108.038965 nChanged 173 SP:Iteration 29Q (13303.967053 sec): 3 clusters Score: Raw -3240133.725486 + Penalty 1981.254221 = -3238152.471266 nChanged 162 SP:Iteration 30Q (13304.010495 sec): 3 clusters Score: Raw -3240178.960911 + Penalty 1981.254221 = -3238197.706690 nChanged 165 SP:Iteration 31Q (13304.054451 sec): 3 clusters Score: Raw -3240225.533353 + Penalty 1981.254221 = -3238244.279132 nChanged 163 SP:Iteration 32Q (13304.098580 sec): 3 clusters Score: Raw -3240270.812792 + Penalty 1981.254221 = -3238289.558571 nChanged 151 SP:Iteration 33Q (13304.142669 sec): 3 clusters Score: Raw -3240317.857736 + Penalty 1981.254221 = -3238336.603515 nChanged 147 SP:Iteration 34Q (13304.186318 sec): 3 clusters Score: Raw -3240367.211059 + Penalty 1981.254221 = -3238385.956838 nChanged 143 SP:Iteration 35Q (13304.230369 sec): 3 clusters Score: Raw -3240414.443898 + Penalty 1981.254221 = -3238433.189677 nChanged 135 SP:Iteration 36Q (13304.274157 sec): 3 clusters Score: Raw -3240459.743487 + Penalty 1981.254221 = -3238478.489266 nChanged 143 SP:Iteration 37Q (13304.317711 sec): 3 clusters Score: Raw -3240518.446166 + Penalty 1981.254221 = -3238537.191946 nChanged 151 SP:Iteration 38Q (13304.361329 sec): 3 clusters Score: Raw -3240589.819662 + Penalty 1981.254221 = -3238608.565441 nChanged 137 SP:Iteration 39Q (13304.404865 sec): 3 clusters Score: Raw -3240645.857653 + Penalty 1981.254221 = -3238664.603433 nChanged 111 SP:Iteration 40F (13304.455395 sec): 3 clusters Score: Raw -3240696.489643 + Penalty 1981.254221 = -3238715.235423 nChanged 104 SP:Iteration 41Q (13304.499625 sec): 3 clusters Score: Raw -3240740.549795 + Penalty 1981.254221 = -3238759.295574 nChanged 92 SP:Iteration 42Q (13304.542968 sec): 3 clusters Score: Raw -3240777.648178 + Penalty 1981.254221 = -3238796.393957 nChanged 75 SP:Iteration 43Q (13304.586117 sec): 3 clusters Score: Raw -3240803.011085 + Penalty 1981.254221 = -3238821.756864 nChanged 61 SP:Iteration 44Q (13304.629243 sec): 3 clusters Score: Raw -3240823.755369 + Penalty 1981.254221 = -3238842.501148 nChanged 51 SP:Iteration 45Q (13304.672150 sec): 3 clusters Score: Raw -3240838.124048 + Penalty 1981.254221 = -3238856.869827 nChanged 36 SP:Iteration 46Q (13304.715085 sec): 3 clusters Score: Raw -3240846.607577 + Penalty 1981.254221 = -3238865.353356 nChanged 30 SP:Iteration 47Q (13304.757804 sec): 3 clusters Score: Raw -3240853.861069 + Penalty 1981.254221 = -3238872.606848 nChanged 23 SP:Iteration 48Q (13304.800719 sec): 3 clusters Score: Raw -3240859.217446 + Penalty 1981.254221 = -3238877.963225 nChanged 16 SP:Iteration 49Q (13304.843820 sec): 3 clusters Score: Raw -3240862.600117 + Penalty 1981.254221 = -3238881.345896 nChanged 20 SP:Iteration 50Q (13304.886397 sec): 3 clusters Score: Raw -3240866.631891 + Penalty 1981.254221 = -3238885.377671 nChanged 15 SP:Iteration 51Q (13304.929614 sec): 3 clusters Score: Raw -3240869.904956 + Penalty 1981.254221 = -3238888.650735 nChanged 17 SP:Iteration 52Q (13304.972520 sec): 3 clusters Score: Raw -3240874.523216 + Penalty 1981.254221 = -3238893.268995 nChanged 21 SP:Iteration 53Q (13305.015004 sec): 3 clusters Score: Raw -3240879.637363 + Penalty 1981.254221 = -3238898.383142 nChanged 14 SP:Iteration 54Q (13305.092272 sec): 3 clusters Score: Raw -3240883.065530 + Penalty 1981.254221 = -3238901.811309 nChanged 12 SP:Iteration 55Q (13305.136293 sec): 3 clusters Score: Raw -3240885.506722 + Penalty 1981.254221 = -3238904.252502 nChanged 10 SP:Iteration 56Q (13305.178708 sec): 3 clusters Score: Raw -3240888.383417 + Penalty 1981.254221 = -3238907.129196 nChanged 14 SP:Iteration 57Q (13305.221504 sec): 3 clusters Score: Raw -3240890.747497 + Penalty 1981.254221 = -3238909.493276 nChanged 5 SP:Iteration 58Q (13305.264044 sec): 3 clusters Score: Raw -3240891.510425 + Penalty 1981.254221 = -3238910.256204 nChanged 7 SP:Iteration 59Q (13305.307026 sec): 3 clusters Score: Raw -3240892.416327 + Penalty 1981.254221 = -3238911.162107 nChanged 4 SP:Iteration 60F (13305.357302 sec): 3 clusters Score: Raw -3240893.468918 + Penalty 1981.254221 = -3238912.214697 nChanged 6 SP:Iteration 61Q (13305.400802 sec): 3 clusters Score: Raw -3240894.569842 + Penalty 1981.254221 = -3238913.315622 nChanged 7 SP:Iteration 62Q (13305.443705 sec): 3 clusters Score: Raw -3240896.573116 + Penalty 1981.254221 = -3238915.318896 nChanged 11 SP:Iteration 63Q (13305.486443 sec): 3 clusters Score: Raw -3240898.575522 + Penalty 1981.254221 = -3238917.321301 nChanged 9 SP:Iteration 64Q (13305.528996 sec): 3 clusters Score: Raw -3240900.320111 + Penalty 1981.254221 = -3238919.065891 nChanged 3 SP:Iteration 65Q (13305.572024 sec): 3 clusters Score: Raw -3240900.684313 + Penalty 1981.254221 = -3238919.430093 nChanged 3 SP:Iteration 66Q (13305.614664 sec): 3 clusters Score: Raw -3240900.966958 + Penalty 1981.254221 = -3238919.712737 nChanged 1 SP:Iteration 67Q (13305.657125 sec): 3 clusters Score: Raw -3240901.114048 + Penalty 1981.254221 = -3238919.859827 nChanged 1 SP:Iteration 68Q (13305.699950 sec): 3 clusters Score: Raw -3240901.292958 + Penalty 1981.254221 = -3238920.038738 nChanged 1 SP:Iteration 69Q (13305.742642 sec): 3 clusters Score: Raw -3240901.380715 + Penalty 1981.254221 = -3238920.126494 nChanged 1 SP:Iteration 70Q (13305.785174 sec): 3 clusters Score: Raw -3240901.652714 + Penalty 1981.254221 = -3238920.398493 nChanged 3 SP:Iteration 71Q (13305.828109 sec): 3 clusters Score: Raw -3240902.704297 + Penalty 1981.254221 = -3238921.450076 nChanged 5 SP:Iteration 72Q (13305.870883 sec): 3 clusters Score: Raw -3240903.905502 + Penalty 1981.254221 = -3238922.651281 nChanged 6 SP:Iteration 73Q (13305.913355 sec): 3 clusters Score: Raw -3240906.210353 + Penalty 1981.254221 = -3238924.956132 nChanged 10 SP:Iteration 74Q (13305.956431 sec): 3 clusters Score: Raw -3240908.659771 + Penalty 1981.254221 = -3238927.405551 nChanged 9 SP:Iteration 75Q (13305.998911 sec): 3 clusters Score: Raw -3240913.080986 + Penalty 1981.254221 = -3238931.826765 nChanged 9 SP:Iteration 76Q (13306.041384 sec): 3 clusters Score: Raw -3240916.845162 + Penalty 1981.254221 = -3238935.590941 nChanged 9 SP:Iteration 77Q (13306.083984 sec): 3 clusters Score: Raw -3240919.818688 + Penalty 1981.254221 = -3238938.564468 nChanged 12 SP:Iteration 78Q (13306.126643 sec): 3 clusters Score: Raw -3240922.675963 + Penalty 1981.254221 = -3238941.421742 nChanged 7 SP:Iteration 79Q (13306.169016 sec): 3 clusters Score: Raw -3240924.338725 + Penalty 1981.254221 = -3238943.084505 nChanged 6 SP:Iteration 80F (13306.219440 sec): 3 clusters Score: Raw -3240925.792214 + Penalty 1981.254221 = -3238944.537993 nChanged 3 SP:Iteration 81Q (13306.263274 sec): 3 clusters Score: Raw -3240926.120783 + Penalty 1981.254221 = -3238944.866562 nChanged 0 SP:Iteration 82F (13306.313725 sec): 3 clusters Score: Raw -3240926.120783 + Penalty 1981.254221 = -3238944.866562 nChanged 0 Trying to split cluster 14 (60069 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13306.378120 sec): 2 clusters Score: Raw -5508432.364080 + Penalty 1045.308672 = -5507387.055408 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13306.465425 sec): 3 clusters Score: Raw -5469339.662730 + Penalty 2090.617344 = -5467249.045386 nChanged 28731 SP:Iteration 1F (13306.547752 sec): 3 clusters Score: Raw -5486241.549571 + Penalty 2090.617344 = -5484150.932227 nChanged 2509 SP:Iteration 2Q (13306.633902 sec): 3 clusters Score: Raw -5487029.465307 + Penalty 2090.617344 = -5484938.847962 nChanged 2710 SP:Iteration 3Q (13306.719711 sec): 3 clusters Score: Raw -5488026.831522 + Penalty 2090.617344 = -5485936.214178 nChanged 2989 SP:Iteration 4Q (13306.805914 sec): 3 clusters Score: Raw -5489448.773438 + Penalty 2090.617344 = -5487358.156094 nChanged 3475 SP:Iteration 5F (13306.887640 sec): 3 clusters Score: Raw -5491525.401793 + Penalty 2090.617344 = -5489434.784449 nChanged 3893 SP:Iteration 6F (13306.969927 sec): 3 clusters Score: Raw -5494370.815857 + Penalty 2090.617344 = -5492280.198512 nChanged 4183 SP:Iteration 7F (13307.052398 sec): 3 clusters Score: Raw -5497927.722822 + Penalty 2090.617344 = -5495837.105477 nChanged 3936 SP:Iteration 8F (13307.134618 sec): 3 clusters Score: Raw -5501555.933604 + Penalty 2090.617344 = -5499465.316259 nChanged 3046 SP:Iteration 9F (13307.216750 sec): 3 clusters Score: Raw -5504356.173619 + Penalty 2090.617344 = -5502265.556274 nChanged 2042 SP:Iteration 10Q (13307.295303 sec): 3 clusters Score: Raw -5506080.574594 + Penalty 2090.617344 = -5503989.957249 nChanged 1245 SP:Iteration 11Q (13307.370930 sec): 3 clusters Score: Raw -5507018.482637 + Penalty 2090.617344 = -5504927.865292 nChanged 823 SP:Iteration 12Q (13307.443390 sec): 3 clusters Score: Raw -5507622.811124 + Penalty 2090.617344 = -5505532.193779 nChanged 525 SP:Iteration 13Q (13307.513893 sec): 3 clusters Score: Raw -5507998.288748 + Penalty 2090.617344 = -5505907.671403 nChanged 343 SP:Iteration 14Q (13307.582929 sec): 3 clusters Score: Raw -5508239.981605 + Penalty 2090.617344 = -5506149.364261 nChanged 192 SP:Iteration 15Q (13307.650991 sec): 3 clusters Score: Raw -5508364.323778 + Penalty 2090.617344 = -5506273.706434 nChanged 104 SP:Iteration 16Q (13307.718603 sec): 3 clusters Score: Raw -5508431.995890 + Penalty 2090.617344 = -5506341.378546 nChanged 70 SP:Iteration 17Q (13307.785953 sec): 3 clusters Score: Raw -5508486.354085 + Penalty 2090.617344 = -5506395.736741 nChanged 58 SP:Iteration 18Q (13307.853156 sec): 3 clusters Score: Raw -5508528.021450 + Penalty 2090.617344 = -5506437.404105 nChanged 37 SP:Iteration 19Q (13307.920208 sec): 3 clusters Score: Raw -5508554.492407 + Penalty 2090.617344 = -5506463.875063 nChanged 20 SP:Iteration 20F (13308.001453 sec): 3 clusters Score: Raw -5508565.236101 + Penalty 2090.617344 = -5506474.618757 nChanged 14 SP:Iteration 21Q (13308.068330 sec): 3 clusters Score: Raw -5508571.294225 + Penalty 2090.617344 = -5506480.676881 nChanged 5 SP:Iteration 22Q (13308.135418 sec): 3 clusters Score: Raw -5508572.709964 + Penalty 2090.617344 = -5506482.092620 nChanged 4 SP:Iteration 23Q (13308.202474 sec): 3 clusters Score: Raw -5508573.738896 + Penalty 2090.617344 = -5506483.121552 nChanged 3 SP:Iteration 24Q (13308.269408 sec): 3 clusters Score: Raw -5508574.948693 + Penalty 2090.617344 = -5506484.331348 nChanged 4 SP:Iteration 25Q (13308.336247 sec): 3 clusters Score: Raw -5508576.874633 + Penalty 2090.617344 = -5506486.257289 nChanged 2 SP:Iteration 26Q (13308.403311 sec): 3 clusters Score: Raw -5508577.830862 + Penalty 2090.617344 = -5506487.213518 nChanged 4 SP:Iteration 27Q (13308.470289 sec): 3 clusters Score: Raw -5508579.360349 + Penalty 2090.617344 = -5506488.743005 nChanged 4 SP:Iteration 28Q (13308.537171 sec): 3 clusters Score: Raw -5508583.437674 + Penalty 2090.617344 = -5506492.820330 nChanged 6 SP:Iteration 29Q (13308.604117 sec): 3 clusters Score: Raw -5508587.016781 + Penalty 2090.617344 = -5506496.399437 nChanged 6 SP:Iteration 30Q (13308.671045 sec): 3 clusters Score: Raw -5508589.633592 + Penalty 2090.617344 = -5506499.016248 nChanged 8 SP:Iteration 31Q (13308.737987 sec): 3 clusters Score: Raw -5508593.060048 + Penalty 2090.617344 = -5506502.442704 nChanged 6 SP:Iteration 32Q (13308.804771 sec): 3 clusters Score: Raw -5508596.302248 + Penalty 2090.617344 = -5506505.684904 nChanged 4 SP:Iteration 33Q (13308.871098 sec): 3 clusters Score: Raw -5508599.629449 + Penalty 2090.617344 = -5506509.012105 nChanged 6 SP:Iteration 34Q (13308.939383 sec): 3 clusters Score: Raw -5508603.294756 + Penalty 2090.617344 = -5506512.677411 nChanged 3 SP:Iteration 35Q (13309.006638 sec): 3 clusters Score: Raw -5508604.613268 + Penalty 2090.617344 = -5506513.995924 nChanged 4 SP:Iteration 36Q (13309.073589 sec): 3 clusters Score: Raw -5508605.669797 + Penalty 2090.617344 = -5506515.052452 nChanged 0 SP:Iteration 37F (13309.154616 sec): 3 clusters Score: Raw -5508605.669797 + Penalty 2090.617344 = -5506515.052452 nChanged 0 Trying to split cluster 15 (3875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13309.162771 sec): 2 clusters Score: Raw -357450.062460 + Penalty 784.918589 = -356665.143870 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13309.177632 sec): 3 clusters Score: Raw -355369.329713 + Penalty 1569.837179 = -353799.492534 nChanged 1638 SP:Iteration 1F (13309.191510 sec): 3 clusters Score: Raw -356342.809973 + Penalty 1569.837179 = -354772.972794 nChanged 285 SP:Iteration 2F (13309.205366 sec): 3 clusters Score: Raw -356497.864447 + Penalty 1569.837179 = -354928.027268 nChanged 206 SP:Iteration 3F (13309.219062 sec): 3 clusters Score: Raw -356605.755565 + Penalty 1569.837179 = -355035.918386 nChanged 175 SP:Iteration 4Q (13309.232947 sec): 3 clusters Score: Raw -356699.059758 + Penalty 1569.837179 = -355129.222579 nChanged 156 SP:Iteration 5Q (13309.246835 sec): 3 clusters Score: Raw -356791.430154 + Penalty 1569.837179 = -355221.592975 nChanged 151 SP:Iteration 6Q (13309.260681 sec): 3 clusters Score: Raw -356883.488908 + Penalty 1569.837179 = -355313.651729 nChanged 141 SP:Iteration 7Q (13309.274497 sec): 3 clusters Score: Raw -356955.089717 + Penalty 1569.837179 = -355385.252538 nChanged 104 SP:Iteration 8Q (13309.288313 sec): 3 clusters Score: Raw -357002.590506 + Penalty 1569.837179 = -355432.753327 nChanged 91 SP:Iteration 9Q (13309.302134 sec): 3 clusters Score: Raw -357045.254684 + Penalty 1569.837179 = -355475.417505 nChanged 83 SP:Iteration 10Q (13309.315792 sec): 3 clusters Score: Raw -357078.951191 + Penalty 1569.837179 = -355509.114012 nChanged 88 SP:Iteration 11Q (13309.329607 sec): 3 clusters Score: Raw -357126.310834 + Penalty 1569.837179 = -355556.473655 nChanged 100 SP:Iteration 12Q (13309.343402 sec): 3 clusters Score: Raw -357176.622709 + Penalty 1569.837179 = -355606.785530 nChanged 86 SP:Iteration 13Q (13309.357035 sec): 3 clusters Score: Raw -357219.749662 + Penalty 1569.837179 = -355649.912483 nChanged 65 SP:Iteration 14Q (13309.370666 sec): 3 clusters Score: Raw -357257.515706 + Penalty 1569.837179 = -355687.678527 nChanged 72 SP:Iteration 15Q (13309.384262 sec): 3 clusters Score: Raw -357295.825053 + Penalty 1569.837179 = -355725.987874 nChanged 60 SP:Iteration 16Q (13309.398008 sec): 3 clusters Score: Raw -357331.738622 + Penalty 1569.837179 = -355761.901443 nChanged 59 SP:Iteration 17Q (13309.411682 sec): 3 clusters Score: Raw -357362.979646 + Penalty 1569.837179 = -355793.142467 nChanged 53 SP:Iteration 18Q (13309.425214 sec): 3 clusters Score: Raw -357393.929484 + Penalty 1569.837179 = -355824.092305 nChanged 43 SP:Iteration 19Q (13309.438796 sec): 3 clusters Score: Raw -357418.073213 + Penalty 1569.837179 = -355848.236034 nChanged 42 SP:Iteration 20F (13309.452514 sec): 3 clusters Score: Raw -357436.409962 + Penalty 1569.837179 = -355866.572783 nChanged 24 SP:Iteration 21Q (13309.465902 sec): 3 clusters Score: Raw -357445.504357 + Penalty 1569.837179 = -355875.667178 nChanged 21 SP:Iteration 22Q (13309.479387 sec): 3 clusters Score: Raw -357457.354845 + Penalty 1569.837179 = -355887.517666 nChanged 21 SP:Iteration 23Q (13309.492862 sec): 3 clusters Score: Raw -357467.194175 + Penalty 1569.837179 = -355897.356996 nChanged 18 SP:Iteration 24Q (13309.506286 sec): 3 clusters Score: Raw -357474.782352 + Penalty 1569.837179 = -355904.945173 nChanged 17 SP:Iteration 25Q (13309.519688 sec): 3 clusters Score: Raw -357482.113973 + Penalty 1569.837179 = -355912.276794 nChanged 12 SP:Iteration 26Q (13309.533093 sec): 3 clusters Score: Raw -357488.015814 + Penalty 1569.837179 = -355918.178635 nChanged 13 SP:Iteration 27Q (13309.546488 sec): 3 clusters Score: Raw -357494.466698 + Penalty 1569.837179 = -355924.629519 nChanged 16 SP:Iteration 28Q (13309.559725 sec): 3 clusters Score: Raw -357502.629428 + Penalty 1569.837179 = -355932.792249 nChanged 12 SP:Iteration 29Q (13309.572898 sec): 3 clusters Score: Raw -357508.364764 + Penalty 1569.837179 = -355938.527585 nChanged 13 SP:Iteration 30Q (13309.586268 sec): 3 clusters Score: Raw -357514.038405 + Penalty 1569.837179 = -355944.201226 nChanged 9 SP:Iteration 31Q (13309.599621 sec): 3 clusters Score: Raw -357518.297107 + Penalty 1569.837179 = -355948.459928 nChanged 10 SP:Iteration 32Q (13309.612797 sec): 3 clusters Score: Raw -357522.487176 + Penalty 1569.837179 = -355952.649997 nChanged 8 SP:Iteration 33Q (13309.626035 sec): 3 clusters Score: Raw -357525.926648 + Penalty 1569.837179 = -355956.089469 nChanged 12 SP:Iteration 34Q (13309.639192 sec): 3 clusters Score: Raw -357532.721230 + Penalty 1569.837179 = -355962.884052 nChanged 9 SP:Iteration 35Q (13309.652364 sec): 3 clusters Score: Raw -357537.007836 + Penalty 1569.837179 = -355967.170658 nChanged 9 SP:Iteration 36Q (13309.665515 sec): 3 clusters Score: Raw -357541.354448 + Penalty 1569.837179 = -355971.517269 nChanged 9 SP:Iteration 37Q (13309.678812 sec): 3 clusters Score: Raw -357546.845473 + Penalty 1569.837179 = -355977.008294 nChanged 10 SP:Iteration 38Q (13309.692058 sec): 3 clusters Score: Raw -357552.479681 + Penalty 1569.837179 = -355982.642502 nChanged 2 SP:Iteration 39Q (13309.705260 sec): 3 clusters Score: Raw -357552.897729 + Penalty 1569.837179 = -355983.060550 nChanged 1 SP:Iteration 40F (13309.719005 sec): 3 clusters Score: Raw -357553.285366 + Penalty 1569.837179 = -355983.448187 nChanged 1 SP:Iteration 41Q (13309.732244 sec): 3 clusters Score: Raw -357553.915426 + Penalty 1569.837179 = -355984.078247 nChanged 4 SP:Iteration 42Q (13309.745529 sec): 3 clusters Score: Raw -357556.389095 + Penalty 1569.837179 = -355986.551916 nChanged 5 SP:Iteration 43Q (13309.758629 sec): 3 clusters Score: Raw -357559.778129 + Penalty 1569.837179 = -355989.940950 nChanged 4 SP:Iteration 44Q (13309.771848 sec): 3 clusters Score: Raw -357562.402302 + Penalty 1569.837179 = -355992.565123 nChanged 4 SP:Iteration 45Q (13309.784963 sec): 3 clusters Score: Raw -357565.099007 + Penalty 1569.837179 = -355995.261828 nChanged 2 SP:Iteration 46Q (13309.798055 sec): 3 clusters Score: Raw -357567.306182 + Penalty 1569.837179 = -355997.469003 nChanged 2 SP:Iteration 47Q (13309.811176 sec): 3 clusters Score: Raw -357568.408061 + Penalty 1569.837179 = -355998.570882 nChanged 0 SP:Iteration 48F (13309.824894 sec): 3 clusters Score: Raw -357568.408061 + Penalty 1569.837179 = -355998.570882 nChanged 0 Trying to split cluster 16 (19724 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13309.855916 sec): 2 clusters Score: Raw -1901531.470885 + Penalty 939.511187 = -1900591.959697 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13309.891903 sec): 3 clusters Score: Raw -1889226.517951 + Penalty 1879.022375 = -1887347.495576 nChanged 9213 SP:Iteration 1F (13309.925339 sec): 3 clusters Score: Raw -1894688.604839 + Penalty 1879.022375 = -1892809.582464 nChanged 1155 SP:Iteration 2F (13309.959359 sec): 3 clusters Score: Raw -1895253.294835 + Penalty 1879.022375 = -1893374.272460 nChanged 1218 SP:Iteration 3F (13309.993068 sec): 3 clusters Score: Raw -1896007.361297 + Penalty 1879.022375 = -1894128.338922 nChanged 1354 SP:Iteration 4F (13310.026930 sec): 3 clusters Score: Raw -1896991.951447 + Penalty 1879.022375 = -1895112.929072 nChanged 1423 SP:Iteration 5F (13310.060823 sec): 3 clusters Score: Raw -1898130.173595 + Penalty 1879.022375 = -1896251.151220 nChanged 1244 SP:Iteration 6F (13310.094584 sec): 3 clusters Score: Raw -1899055.586212 + Penalty 1879.022375 = -1897176.563837 nChanged 992 SP:Iteration 7F (13310.128380 sec): 3 clusters Score: Raw -1899616.727512 + Penalty 1879.022375 = -1897737.705137 nChanged 691 SP:Iteration 8Q (13310.162119 sec): 3 clusters Score: Raw -1899901.702259 + Penalty 1879.022375 = -1898022.679884 nChanged 483 SP:Iteration 9Q (13310.195276 sec): 3 clusters Score: Raw -1900072.638250 + Penalty 1879.022375 = -1898193.615875 nChanged 377 SP:Iteration 10Q (13310.228336 sec): 3 clusters Score: Raw -1900207.453513 + Penalty 1879.022375 = -1898328.431138 nChanged 340 SP:Iteration 11Q (13310.261108 sec): 3 clusters Score: Raw -1900314.524396 + Penalty 1879.022375 = -1898435.502021 nChanged 291 SP:Iteration 12Q (13310.294025 sec): 3 clusters Score: Raw -1900408.731037 + Penalty 1879.022375 = -1898529.708662 nChanged 310 SP:Iteration 13Q (13310.326697 sec): 3 clusters Score: Raw -1900513.563042 + Penalty 1879.022375 = -1898634.540668 nChanged 307 SP:Iteration 14Q (13310.359346 sec): 3 clusters Score: Raw -1900614.669520 + Penalty 1879.022375 = -1898735.647145 nChanged 268 SP:Iteration 15Q (13310.391955 sec): 3 clusters Score: Raw -1900707.521816 + Penalty 1879.022375 = -1898828.499441 nChanged 254 SP:Iteration 16Q (13310.424406 sec): 3 clusters Score: Raw -1900794.663999 + Penalty 1879.022375 = -1898915.641624 nChanged 261 SP:Iteration 17Q (13310.456909 sec): 3 clusters Score: Raw -1900884.695830 + Penalty 1879.022375 = -1899005.673455 nChanged 258 SP:Iteration 18Q (13310.489248 sec): 3 clusters Score: Raw -1900983.868179 + Penalty 1879.022375 = -1899104.845804 nChanged 252 SP:Iteration 19Q (13310.521484 sec): 3 clusters Score: Raw -1901084.963690 + Penalty 1879.022375 = -1899205.941315 nChanged 246 SP:Iteration 20F (13310.555365 sec): 3 clusters Score: Raw -1901178.067072 + Penalty 1879.022375 = -1899299.044697 nChanged 222 SP:Iteration 21Q (13310.587623 sec): 3 clusters Score: Raw -1901264.026326 + Penalty 1879.022375 = -1899385.003951 nChanged 211 SP:Iteration 22Q (13310.619704 sec): 3 clusters Score: Raw -1901357.773812 + Penalty 1879.022375 = -1899478.751437 nChanged 205 SP:Iteration 23Q (13310.651696 sec): 3 clusters Score: Raw -1901449.672062 + Penalty 1879.022375 = -1899570.649687 nChanged 169 SP:Iteration 24Q (13310.683606 sec): 3 clusters Score: Raw -1901520.337099 + Penalty 1879.022375 = -1899641.314724 nChanged 157 SP:Iteration 25Q (13310.715590 sec): 3 clusters Score: Raw -1901577.815874 + Penalty 1879.022375 = -1899698.793499 nChanged 149 SP:Iteration 26Q (13310.747400 sec): 3 clusters Score: Raw -1901624.825162 + Penalty 1879.022375 = -1899745.802787 nChanged 123 SP:Iteration 27Q (13310.778866 sec): 3 clusters Score: Raw -1901657.691271 + Penalty 1879.022375 = -1899778.668896 nChanged 113 SP:Iteration 28Q (13310.810573 sec): 3 clusters Score: Raw -1901682.951858 + Penalty 1879.022375 = -1899803.929484 nChanged 88 SP:Iteration 29Q (13310.842072 sec): 3 clusters Score: Raw -1901700.265551 + Penalty 1879.022375 = -1899821.243176 nChanged 76 SP:Iteration 30Q (13310.873594 sec): 3 clusters Score: Raw -1901712.973327 + Penalty 1879.022375 = -1899833.950952 nChanged 80 SP:Iteration 31Q (13310.904931 sec): 3 clusters Score: Raw -1901726.330743 + Penalty 1879.022375 = -1899847.308368 nChanged 75 SP:Iteration 32Q (13310.936214 sec): 3 clusters Score: Raw -1901740.210487 + Penalty 1879.022375 = -1899861.188112 nChanged 70 SP:Iteration 33Q (13310.967551 sec): 3 clusters Score: Raw -1901752.518095 + Penalty 1879.022375 = -1899873.495720 nChanged 62 SP:Iteration 34Q (13310.998649 sec): 3 clusters Score: Raw -1901762.499287 + Penalty 1879.022375 = -1899883.476912 nChanged 60 SP:Iteration 35Q (13311.029873 sec): 3 clusters Score: Raw -1901771.884969 + Penalty 1879.022375 = -1899892.862594 nChanged 61 SP:Iteration 36Q (13311.061062 sec): 3 clusters Score: Raw -1901781.591414 + Penalty 1879.022375 = -1899902.569039 nChanged 64 SP:Iteration 37Q (13311.092097 sec): 3 clusters Score: Raw -1901792.183632 + Penalty 1879.022375 = -1899913.161257 nChanged 78 SP:Iteration 38Q (13311.123254 sec): 3 clusters Score: Raw -1901804.744866 + Penalty 1879.022375 = -1899925.722491 nChanged 81 SP:Iteration 39Q (13311.154389 sec): 3 clusters Score: Raw -1901817.639566 + Penalty 1879.022375 = -1899938.617191 nChanged 64 SP:Iteration 40F (13311.188093 sec): 3 clusters Score: Raw -1901828.038257 + Penalty 1879.022375 = -1899949.015882 nChanged 52 SP:Iteration 41Q (13311.219295 sec): 3 clusters Score: Raw -1901835.648112 + Penalty 1879.022375 = -1899956.625737 nChanged 52 SP:Iteration 42Q (13311.250257 sec): 3 clusters Score: Raw -1901844.290638 + Penalty 1879.022375 = -1899965.268263 nChanged 54 SP:Iteration 43Q (13311.281279 sec): 3 clusters Score: Raw -1901853.614603 + Penalty 1879.022375 = -1899974.592228 nChanged 44 SP:Iteration 44Q (13311.312185 sec): 3 clusters Score: Raw -1901860.594322 + Penalty 1879.022375 = -1899981.571947 nChanged 45 SP:Iteration 45Q (13311.343090 sec): 3 clusters Score: Raw -1901868.068528 + Penalty 1879.022375 = -1899989.046153 nChanged 47 SP:Iteration 46Q (13311.373928 sec): 3 clusters Score: Raw -1901873.603905 + Penalty 1879.022375 = -1899994.581530 nChanged 34 SP:Iteration 47Q (13311.404657 sec): 3 clusters Score: Raw -1901877.257014 + Penalty 1879.022375 = -1899998.234639 nChanged 31 SP:Iteration 48Q (13311.435574 sec): 3 clusters Score: Raw -1901881.083994 + Penalty 1879.022375 = -1900002.061619 nChanged 36 SP:Iteration 49Q (13311.466546 sec): 3 clusters Score: Raw -1901885.793653 + Penalty 1879.022375 = -1900006.771278 nChanged 38 SP:Iteration 50Q (13311.497265 sec): 3 clusters Score: Raw -1901891.942865 + Penalty 1879.022375 = -1900012.920490 nChanged 29 SP:Iteration 51Q (13311.527893 sec): 3 clusters Score: Raw -1901895.694296 + Penalty 1879.022375 = -1900016.671921 nChanged 28 SP:Iteration 52Q (13311.558780 sec): 3 clusters Score: Raw -1901899.394986 + Penalty 1879.022375 = -1900020.372611 nChanged 34 SP:Iteration 53Q (13311.589621 sec): 3 clusters Score: Raw -1901904.485000 + Penalty 1879.022375 = -1900025.462625 nChanged 35 SP:Iteration 54Q (13311.620194 sec): 3 clusters Score: Raw -1901909.618215 + Penalty 1879.022375 = -1900030.595840 nChanged 31 SP:Iteration 55Q (13311.650800 sec): 3 clusters Score: Raw -1901913.766389 + Penalty 1879.022375 = -1900034.744014 nChanged 26 SP:Iteration 56Q (13311.681355 sec): 3 clusters Score: Raw -1901916.615974 + Penalty 1879.022375 = -1900037.593599 nChanged 27 SP:Iteration 57Q (13311.711797 sec): 3 clusters Score: Raw -1901919.869485 + Penalty 1879.022375 = -1900040.847110 nChanged 33 SP:Iteration 58Q (13311.742286 sec): 3 clusters Score: Raw -1901924.589857 + Penalty 1879.022375 = -1900045.567482 nChanged 26 SP:Iteration 59Q (13311.772692 sec): 3 clusters Score: Raw -1901928.346888 + Penalty 1879.022375 = -1900049.324513 nChanged 22 SP:Iteration 60F (13311.806593 sec): 3 clusters Score: Raw -1901931.911249 + Penalty 1879.022375 = -1900052.888874 nChanged 27 SP:Iteration 61Q (13311.837123 sec): 3 clusters Score: Raw -1901937.079481 + Penalty 1879.022375 = -1900058.057106 nChanged 28 SP:Iteration 62Q (13311.867575 sec): 3 clusters Score: Raw -1901942.332050 + Penalty 1879.022375 = -1900063.309675 nChanged 29 SP:Iteration 63Q (13311.897978 sec): 3 clusters Score: Raw -1901947.880042 + Penalty 1879.022375 = -1900068.857667 nChanged 28 SP:Iteration 64Q (13311.928351 sec): 3 clusters Score: Raw -1901951.828808 + Penalty 1879.022375 = -1900072.806433 nChanged 21 SP:Iteration 65Q (13311.958817 sec): 3 clusters Score: Raw -1901953.911612 + Penalty 1879.022375 = -1900074.889237 nChanged 23 SP:Iteration 66Q (13311.989112 sec): 3 clusters Score: Raw -1901956.990606 + Penalty 1879.022375 = -1900077.968231 nChanged 22 SP:Iteration 67Q (13312.019526 sec): 3 clusters Score: Raw -1901959.978598 + Penalty 1879.022375 = -1900080.956223 nChanged 25 SP:Iteration 68Q (13312.049829 sec): 3 clusters Score: Raw -1901963.004208 + Penalty 1879.022375 = -1900083.981833 nChanged 17 SP:Iteration 69Q (13312.080257 sec): 3 clusters Score: Raw -1901964.474612 + Penalty 1879.022375 = -1900085.452237 nChanged 17 SP:Iteration 70Q (13312.110605 sec): 3 clusters Score: Raw -1901966.348213 + Penalty 1879.022375 = -1900087.325838 nChanged 17 SP:Iteration 71Q (13312.140787 sec): 3 clusters Score: Raw -1901968.416911 + Penalty 1879.022375 = -1900089.394536 nChanged 17 SP:Iteration 72Q (13312.171145 sec): 3 clusters Score: Raw -1901971.064355 + Penalty 1879.022375 = -1900092.041980 nChanged 17 SP:Iteration 73Q (13312.201361 sec): 3 clusters Score: Raw -1901972.854140 + Penalty 1879.022375 = -1900093.831765 nChanged 11 SP:Iteration 74Q (13312.231672 sec): 3 clusters Score: Raw -1901973.878937 + Penalty 1879.022375 = -1900094.856562 nChanged 12 SP:Iteration 75Q (13312.261814 sec): 3 clusters Score: Raw -1901975.050964 + Penalty 1879.022375 = -1900096.028589 nChanged 6 SP:Iteration 76Q (13312.292197 sec): 3 clusters Score: Raw -1901975.561493 + Penalty 1879.022375 = -1900096.539118 nChanged 12 SP:Iteration 77Q (13312.322445 sec): 3 clusters Score: Raw -1901976.941683 + Penalty 1879.022375 = -1900097.919308 nChanged 12 SP:Iteration 78Q (13312.352523 sec): 3 clusters Score: Raw -1901978.588381 + Penalty 1879.022375 = -1900099.566006 nChanged 12 SP:Iteration 79Q (13312.382849 sec): 3 clusters Score: Raw -1901979.971243 + Penalty 1879.022375 = -1900100.948868 nChanged 16 SP:Iteration 80F (13312.416572 sec): 3 clusters Score: Raw -1901982.250778 + Penalty 1879.022375 = -1900103.228403 nChanged 24 SP:Iteration 81Q (13312.446920 sec): 3 clusters Score: Raw -1901985.389714 + Penalty 1879.022375 = -1900106.367339 nChanged 16 SP:Iteration 82Q (13312.476930 sec): 3 clusters Score: Raw -1901987.047231 + Penalty 1879.022375 = -1900108.024856 nChanged 11 SP:Iteration 83Q (13312.507083 sec): 3 clusters Score: Raw -1901988.809020 + Penalty 1879.022375 = -1900109.786645 nChanged 11 SP:Iteration 84Q (13312.549848 sec): 3 clusters Score: Raw -1901990.162743 + Penalty 1879.022375 = -1900111.140368 nChanged 13 SP:Iteration 85Q (13312.579039 sec): 3 clusters Score: Raw -1901991.695683 + Penalty 1879.022375 = -1900112.673308 nChanged 19 SP:Iteration 86Q (13312.609074 sec): 3 clusters Score: Raw -1901994.016943 + Penalty 1879.022375 = -1900114.994568 nChanged 12 SP:Iteration 87Q (13312.639256 sec): 3 clusters Score: Raw -1901995.343849 + Penalty 1879.022375 = -1900116.321474 nChanged 10 SP:Iteration 88Q (13312.669317 sec): 3 clusters Score: Raw -1901996.585732 + Penalty 1879.022375 = -1900117.563357 nChanged 7 SP:Iteration 89Q (13312.699384 sec): 3 clusters Score: Raw -1901997.364246 + Penalty 1879.022375 = -1900118.341871 nChanged 8 SP:Iteration 90Q (13312.729329 sec): 3 clusters Score: Raw -1901998.479670 + Penalty 1879.022375 = -1900119.457295 nChanged 14 SP:Iteration 91Q (13312.759397 sec): 3 clusters Score: Raw -1902000.563370 + Penalty 1879.022375 = -1900121.540995 nChanged 16 SP:Iteration 92Q (13312.789372 sec): 3 clusters Score: Raw -1902003.441948 + Penalty 1879.022375 = -1900124.419573 nChanged 10 SP:Iteration 93Q (13312.819289 sec): 3 clusters Score: Raw -1902004.976053 + Penalty 1879.022375 = -1900125.953678 nChanged 18 SP:Iteration 94Q (13312.849425 sec): 3 clusters Score: Raw -1902007.092984 + Penalty 1879.022375 = -1900128.070609 nChanged 9 SP:Iteration 95Q (13312.879314 sec): 3 clusters Score: Raw -1902007.740368 + Penalty 1879.022375 = -1900128.717993 nChanged 5 SP:Iteration 96Q (13312.909393 sec): 3 clusters Score: Raw -1902008.073777 + Penalty 1879.022375 = -1900129.051402 nChanged 6 SP:Iteration 97Q (13312.939222 sec): 3 clusters Score: Raw -1902008.626992 + Penalty 1879.022375 = -1900129.604617 nChanged 5 SP:Iteration 98Q (13312.969174 sec): 3 clusters Score: Raw -1902009.369111 + Penalty 1879.022375 = -1900130.346736 nChanged 5 SP:Iteration 99Q (13312.998959 sec): 3 clusters Score: Raw -1902009.894232 + Penalty 1879.022375 = -1900130.871857 nChanged 4 SP:Iteration 100F (13313.032741 sec): 3 clusters Score: Raw -1902010.536807 + Penalty 1879.022375 = -1900131.514432 nChanged 4 SP:Iteration 101Q (13313.062921 sec): 3 clusters Score: Raw -1902010.985165 + Penalty 1879.022375 = -1900131.962790 nChanged 4 SP:Iteration 102Q (13313.092782 sec): 3 clusters Score: Raw -1902011.873982 + Penalty 1879.022375 = -1900132.851607 nChanged 5 SP:Iteration 103Q (13313.122757 sec): 3 clusters Score: Raw -1902012.751793 + Penalty 1879.022375 = -1900133.729418 nChanged 9 SP:Iteration 104Q (13313.152633 sec): 3 clusters Score: Raw -1902013.841918 + Penalty 1879.022375 = -1900134.819543 nChanged 14 SP:Iteration 105Q (13313.182606 sec): 3 clusters Score: Raw -1902016.072097 + Penalty 1879.022375 = -1900137.049722 nChanged 11 SP:Iteration 106Q (13313.212366 sec): 3 clusters Score: Raw -1902017.843531 + Penalty 1879.022375 = -1900138.821156 nChanged 11 SP:Iteration 107Q (13313.242299 sec): 3 clusters Score: Raw -1902019.488863 + Penalty 1879.022375 = -1900140.466488 nChanged 8 SP:Iteration 108Q (13313.272169 sec): 3 clusters Score: Raw -1902020.317267 + Penalty 1879.022375 = -1900141.294892 nChanged 4 SP:Iteration 109Q (13313.301927 sec): 3 clusters Score: Raw -1902020.802022 + Penalty 1879.022375 = -1900141.779647 nChanged 2 SP:Iteration 110Q (13313.331904 sec): 3 clusters Score: Raw -1902020.998579 + Penalty 1879.022375 = -1900141.976204 nChanged 2 SP:Iteration 111Q (13313.361736 sec): 3 clusters Score: Raw -1902021.172556 + Penalty 1879.022375 = -1900142.150181 nChanged 4 SP:Iteration 112Q (13313.391575 sec): 3 clusters Score: Raw -1902021.649163 + Penalty 1879.022375 = -1900142.626788 nChanged 2 SP:Iteration 113Q (13313.421591 sec): 3 clusters Score: Raw -1902021.956757 + Penalty 1879.022375 = -1900142.934382 nChanged 1 SP:Iteration 114Q (13313.451497 sec): 3 clusters Score: Raw -1902022.028276 + Penalty 1879.022375 = -1900143.005901 nChanged 1 SP:Iteration 115Q (13313.481259 sec): 3 clusters Score: Raw -1902022.116872 + Penalty 1879.022375 = -1900143.094497 nChanged 3 SP:Iteration 116Q (13313.511048 sec): 3 clusters Score: Raw -1902022.279491 + Penalty 1879.022375 = -1900143.257116 nChanged 2 SP:Iteration 117Q (13313.540915 sec): 3 clusters Score: Raw -1902022.469011 + Penalty 1879.022375 = -1900143.446637 nChanged 2 SP:Iteration 118Q (13313.570670 sec): 3 clusters Score: Raw -1902022.852382 + Penalty 1879.022375 = -1900143.830007 nChanged 2 SP:Iteration 119Q (13313.600489 sec): 3 clusters Score: Raw -1902023.022613 + Penalty 1879.022375 = -1900144.000238 nChanged 2 SP:Iteration 120F (13313.634190 sec): 3 clusters Score: Raw -1902023.142547 + Penalty 1879.022375 = -1900144.120172 nChanged 1 SP:Iteration 121Q (13313.664246 sec): 3 clusters Score: Raw -1902023.212486 + Penalty 1879.022375 = -1900144.190111 nChanged 1 SP:Iteration 122Q (13313.694031 sec): 3 clusters Score: Raw -1902023.244652 + Penalty 1879.022375 = -1900144.222277 nChanged 1 SP:Iteration 123Q (13313.723862 sec): 3 clusters Score: Raw -1902023.459719 + Penalty 1879.022375 = -1900144.437344 nChanged 2 SP:Iteration 124Q (13313.753818 sec): 3 clusters Score: Raw -1902023.527092 + Penalty 1879.022375 = -1900144.504717 nChanged 1 SP:Iteration 125Q (13313.783626 sec): 3 clusters Score: Raw -1902023.553780 + Penalty 1879.022375 = -1900144.531405 nChanged 1 SP:Iteration 126Q (13313.849321 sec): 3 clusters Score: Raw -1902023.593623 + Penalty 1879.022375 = -1900144.571248 nChanged 0 SP:Iteration 127F (13313.882931 sec): 3 clusters Score: Raw -1902023.593623 + Penalty 1879.022375 = -1900144.571248 nChanged 0 Trying to split cluster 17 (1913 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13313.897280 sec): 2 clusters Score: Raw -174436.170741 + Penalty 717.860657 = -173718.310084 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13313.905101 sec): 3 clusters Score: Raw -173507.628090 + Penalty 1435.721314 = -172071.906776 nChanged 732 SP:Iteration 1F (13313.912243 sec): 3 clusters Score: Raw -173959.175557 + Penalty 1435.721314 = -172523.454243 nChanged 145 SP:Iteration 2F (13313.919308 sec): 3 clusters Score: Raw -174055.094515 + Penalty 1435.721314 = -172619.373200 nChanged 108 SP:Iteration 3F (13313.926402 sec): 3 clusters Score: Raw -174122.179585 + Penalty 1435.721314 = -172686.458271 nChanged 79 SP:Iteration 4Q (13313.933569 sec): 3 clusters Score: Raw -174169.118133 + Penalty 1435.721314 = -172733.396818 nChanged 68 SP:Iteration 5Q (13313.940707 sec): 3 clusters Score: Raw -174206.040884 + Penalty 1435.721314 = -172770.319570 nChanged 70 SP:Iteration 6Q (13313.947789 sec): 3 clusters Score: Raw -174258.857168 + Penalty 1435.721314 = -172823.135854 nChanged 78 SP:Iteration 7Q (13313.954891 sec): 3 clusters Score: Raw -174308.694201 + Penalty 1435.721314 = -172872.972887 nChanged 64 SP:Iteration 8Q (13313.962020 sec): 3 clusters Score: Raw -174367.386481 + Penalty 1435.721314 = -172931.665167 nChanged 64 SP:Iteration 9Q (13313.969144 sec): 3 clusters Score: Raw -174455.444579 + Penalty 1435.721314 = -173019.723264 nChanged 75 SP:Iteration 10Q (13313.976177 sec): 3 clusters Score: Raw -174564.651866 + Penalty 1435.721314 = -173128.930552 nChanged 80 SP:Iteration 11Q (13313.983185 sec): 3 clusters Score: Raw -174636.652704 + Penalty 1435.721314 = -173200.931390 nChanged 61 SP:Iteration 12Q (13313.990200 sec): 3 clusters Score: Raw -174685.927005 + Penalty 1435.721314 = -173250.205691 nChanged 45 SP:Iteration 13Q (13313.997255 sec): 3 clusters Score: Raw -174715.131694 + Penalty 1435.721314 = -173279.410379 nChanged 36 SP:Iteration 14Q (13314.004290 sec): 3 clusters Score: Raw -174735.287745 + Penalty 1435.721314 = -173299.566430 nChanged 32 SP:Iteration 15Q (13314.011257 sec): 3 clusters Score: Raw -174758.142497 + Penalty 1435.721314 = -173322.421182 nChanged 27 SP:Iteration 16Q (13314.018300 sec): 3 clusters Score: Raw -174777.130037 + Penalty 1435.721314 = -173341.408723 nChanged 27 SP:Iteration 17Q (13314.025300 sec): 3 clusters Score: Raw -174796.586959 + Penalty 1435.721314 = -173360.865645 nChanged 22 SP:Iteration 18Q (13314.032290 sec): 3 clusters Score: Raw -174811.730235 + Penalty 1435.721314 = -173376.008921 nChanged 23 SP:Iteration 19Q (13314.039291 sec): 3 clusters Score: Raw -174828.099291 + Penalty 1435.721314 = -173392.377977 nChanged 20 SP:Iteration 20F (13314.046395 sec): 3 clusters Score: Raw -174842.110491 + Penalty 1435.721314 = -173406.389177 nChanged 20 SP:Iteration 21Q (13314.053414 sec): 3 clusters Score: Raw -174852.403126 + Penalty 1435.721314 = -173416.681811 nChanged 21 SP:Iteration 22Q (13314.060390 sec): 3 clusters Score: Raw -174873.894581 + Penalty 1435.721314 = -173438.173267 nChanged 28 SP:Iteration 23Q (13314.067347 sec): 3 clusters Score: Raw -174898.347527 + Penalty 1435.721314 = -173462.626213 nChanged 23 SP:Iteration 24Q (13314.074277 sec): 3 clusters Score: Raw -174917.094972 + Penalty 1435.721314 = -173481.373658 nChanged 16 SP:Iteration 25Q (13314.081222 sec): 3 clusters Score: Raw -174925.009841 + Penalty 1435.721314 = -173489.288527 nChanged 15 SP:Iteration 26Q (13314.088123 sec): 3 clusters Score: Raw -174931.930191 + Penalty 1435.721314 = -173496.208877 nChanged 13 SP:Iteration 27Q (13314.095012 sec): 3 clusters Score: Raw -174936.181674 + Penalty 1435.721314 = -173500.460360 nChanged 6 SP:Iteration 28Q (13314.101889 sec): 3 clusters Score: Raw -174938.277975 + Penalty 1435.721314 = -173502.556661 nChanged 2 SP:Iteration 29Q (13314.108777 sec): 3 clusters Score: Raw -174938.690283 + Penalty 1435.721314 = -173502.968969 nChanged 1 SP:Iteration 30Q (13314.115690 sec): 3 clusters Score: Raw -174939.119674 + Penalty 1435.721314 = -173503.398359 nChanged 2 SP:Iteration 31Q (13314.122571 sec): 3 clusters Score: Raw -174939.590516 + Penalty 1435.721314 = -173503.869202 nChanged 1 SP:Iteration 32Q (13314.129442 sec): 3 clusters Score: Raw -174939.821553 + Penalty 1435.721314 = -173504.100239 nChanged 0 SP:Iteration 33F (13314.136536 sec): 3 clusters Score: Raw -174939.821553 + Penalty 1435.721314 = -173504.100239 nChanged 0 Trying to split cluster 18 (16863 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13314.164893 sec): 2 clusters Score: Raw -1554262.868970 + Penalty 924.623329 = -1553338.245640 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13314.198858 sec): 3 clusters Score: Raw -1543838.096249 + Penalty 1849.246659 = -1541988.849590 nChanged 7742 SP:Iteration 1F (13314.231164 sec): 3 clusters Score: Raw -1548319.416301 + Penalty 1849.246659 = -1546470.169642 nChanged 884 SP:Iteration 2F (13314.263207 sec): 3 clusters Score: Raw -1548706.990664 + Penalty 1849.246659 = -1546857.744005 nChanged 909 SP:Iteration 3F (13314.295582 sec): 3 clusters Score: Raw -1549196.377602 + Penalty 1849.246659 = -1547347.130943 nChanged 1001 SP:Iteration 4F (13314.327741 sec): 3 clusters Score: Raw -1549747.030121 + Penalty 1849.246659 = -1547897.783463 nChanged 1000 SP:Iteration 5F (13314.359961 sec): 3 clusters Score: Raw -1550347.918847 + Penalty 1849.246659 = -1548498.672188 nChanged 956 SP:Iteration 6F (13314.392337 sec): 3 clusters Score: Raw -1550977.344387 + Penalty 1849.246659 = -1549128.097728 nChanged 924 SP:Iteration 7F (13314.424784 sec): 3 clusters Score: Raw -1551528.566279 + Penalty 1849.246659 = -1549679.319620 nChanged 696 SP:Iteration 8Q (13314.456559 sec): 3 clusters Score: Raw -1551858.398307 + Penalty 1849.246659 = -1550009.151648 nChanged 559 SP:Iteration 9Q (13314.488204 sec): 3 clusters Score: Raw -1552065.610156 + Penalty 1849.246659 = -1550216.363497 nChanged 412 SP:Iteration 10Q (13314.519837 sec): 3 clusters Score: Raw -1552184.523018 + Penalty 1849.246659 = -1550335.276359 nChanged 313 SP:Iteration 11Q (13314.551175 sec): 3 clusters Score: Raw -1552271.777088 + Penalty 1849.246659 = -1550422.530429 nChanged 267 SP:Iteration 12Q (13314.582289 sec): 3 clusters Score: Raw -1552348.593434 + Penalty 1849.246659 = -1550499.346775 nChanged 264 SP:Iteration 13Q (13314.613429 sec): 3 clusters Score: Raw -1552424.442649 + Penalty 1849.246659 = -1550575.195990 nChanged 268 SP:Iteration 14Q (13314.644351 sec): 3 clusters Score: Raw -1552502.359553 + Penalty 1849.246659 = -1550653.112894 nChanged 251 SP:Iteration 15Q (13314.675318 sec): 3 clusters Score: Raw -1552570.349559 + Penalty 1849.246659 = -1550721.102901 nChanged 235 SP:Iteration 16Q (13314.706066 sec): 3 clusters Score: Raw -1552634.661342 + Penalty 1849.246659 = -1550785.414683 nChanged 241 SP:Iteration 17Q (13314.736749 sec): 3 clusters Score: Raw -1552702.562405 + Penalty 1849.246659 = -1550853.315746 nChanged 226 SP:Iteration 18Q (13314.767301 sec): 3 clusters Score: Raw -1552775.320500 + Penalty 1849.246659 = -1550926.073842 nChanged 233 SP:Iteration 19Q (13314.797760 sec): 3 clusters Score: Raw -1552854.306270 + Penalty 1849.246659 = -1551005.059611 nChanged 232 SP:Iteration 20F (13314.829851 sec): 3 clusters Score: Raw -1552935.872431 + Penalty 1849.246659 = -1551086.625773 nChanged 233 SP:Iteration 21Q (13314.860029 sec): 3 clusters Score: Raw -1553013.911572 + Penalty 1849.246659 = -1551164.664913 nChanged 220 SP:Iteration 22Q (13314.890224 sec): 3 clusters Score: Raw -1553092.095756 + Penalty 1849.246659 = -1551242.849097 nChanged 201 SP:Iteration 23Q (13314.920158 sec): 3 clusters Score: Raw -1553164.411206 + Penalty 1849.246659 = -1551315.164547 nChanged 218 SP:Iteration 24Q (13314.950211 sec): 3 clusters Score: Raw -1553249.964092 + Penalty 1849.246659 = -1551400.717433 nChanged 226 SP:Iteration 25Q (13314.980055 sec): 3 clusters Score: Raw -1553345.765092 + Penalty 1849.246659 = -1551496.518433 nChanged 244 SP:Iteration 26Q (13315.009834 sec): 3 clusters Score: Raw -1553454.339302 + Penalty 1849.246659 = -1551605.092643 nChanged 215 SP:Iteration 27Q (13315.039305 sec): 3 clusters Score: Raw -1553558.948606 + Penalty 1849.246659 = -1551709.701947 nChanged 215 SP:Iteration 28Q (13315.068885 sec): 3 clusters Score: Raw -1553679.227143 + Penalty 1849.246659 = -1551829.980484 nChanged 228 SP:Iteration 29Q (13315.098133 sec): 3 clusters Score: Raw -1553812.707483 + Penalty 1849.246659 = -1551963.460824 nChanged 214 SP:Iteration 30Q (13315.127214 sec): 3 clusters Score: Raw -1553923.231358 + Penalty 1849.246659 = -1552073.984699 nChanged 184 SP:Iteration 31Q (13315.156358 sec): 3 clusters Score: Raw -1554010.002841 + Penalty 1849.246659 = -1552160.756182 nChanged 181 SP:Iteration 32Q (13315.185230 sec): 3 clusters Score: Raw -1554101.778892 + Penalty 1849.246659 = -1552252.532233 nChanged 152 SP:Iteration 33Q (13315.214223 sec): 3 clusters Score: Raw -1554167.365257 + Penalty 1849.246659 = -1552318.118598 nChanged 124 SP:Iteration 34Q (13315.242780 sec): 3 clusters Score: Raw -1554217.035744 + Penalty 1849.246659 = -1552367.789086 nChanged 102 SP:Iteration 35Q (13315.271575 sec): 3 clusters Score: Raw -1554254.684293 + Penalty 1849.246659 = -1552405.437635 nChanged 81 SP:Iteration 36Q (13315.300165 sec): 3 clusters Score: Raw -1554284.568255 + Penalty 1849.246659 = -1552435.321596 nChanged 78 SP:Iteration 37Q (13315.328570 sec): 3 clusters Score: Raw -1554314.264702 + Penalty 1849.246659 = -1552465.018043 nChanged 74 SP:Iteration 38Q (13315.357099 sec): 3 clusters Score: Raw -1554343.077113 + Penalty 1849.246659 = -1552493.830454 nChanged 44 SP:Iteration 39Q (13315.385424 sec): 3 clusters Score: Raw -1554360.400863 + Penalty 1849.246659 = -1552511.154204 nChanged 44 SP:Iteration 40F (13315.417687 sec): 3 clusters Score: Raw -1554372.598793 + Penalty 1849.246659 = -1552523.352134 nChanged 36 SP:Iteration 41Q (13315.446303 sec): 3 clusters Score: Raw -1554382.942705 + Penalty 1849.246659 = -1552533.696046 nChanged 34 SP:Iteration 42Q (13315.474473 sec): 3 clusters Score: Raw -1554390.885864 + Penalty 1849.246659 = -1552541.639205 nChanged 25 SP:Iteration 43Q (13315.502743 sec): 3 clusters Score: Raw -1554398.493641 + Penalty 1849.246659 = -1552549.246982 nChanged 24 SP:Iteration 44Q (13315.530889 sec): 3 clusters Score: Raw -1554404.817857 + Penalty 1849.246659 = -1552555.571198 nChanged 27 SP:Iteration 45Q (13315.559072 sec): 3 clusters Score: Raw -1554412.173219 + Penalty 1849.246659 = -1552562.926560 nChanged 24 SP:Iteration 46Q (13315.587357 sec): 3 clusters Score: Raw -1554419.818605 + Penalty 1849.246659 = -1552570.571946 nChanged 23 SP:Iteration 47Q (13315.615560 sec): 3 clusters Score: Raw -1554426.193137 + Penalty 1849.246659 = -1552576.946478 nChanged 16 SP:Iteration 48Q (13315.643828 sec): 3 clusters Score: Raw -1554429.905554 + Penalty 1849.246659 = -1552580.658895 nChanged 9 SP:Iteration 49Q (13315.671951 sec): 3 clusters Score: Raw -1554431.858022 + Penalty 1849.246659 = -1552582.611363 nChanged 8 SP:Iteration 50Q (13315.700045 sec): 3 clusters Score: Raw -1554434.394008 + Penalty 1849.246659 = -1552585.147349 nChanged 13 SP:Iteration 51Q (13315.728206 sec): 3 clusters Score: Raw -1554437.665510 + Penalty 1849.246659 = -1552588.418851 nChanged 11 SP:Iteration 52Q (13315.756257 sec): 3 clusters Score: Raw -1554440.439926 + Penalty 1849.246659 = -1552591.193268 nChanged 8 SP:Iteration 53Q (13315.784575 sec): 3 clusters Score: Raw -1554442.766099 + Penalty 1849.246659 = -1552593.519440 nChanged 7 SP:Iteration 54Q (13315.812818 sec): 3 clusters Score: Raw -1554444.108336 + Penalty 1849.246659 = -1552594.861677 nChanged 5 SP:Iteration 55Q (13315.840892 sec): 3 clusters Score: Raw -1554445.772671 + Penalty 1849.246659 = -1552596.526013 nChanged 5 SP:Iteration 56Q (13315.869124 sec): 3 clusters Score: Raw -1554446.910863 + Penalty 1849.246659 = -1552597.664204 nChanged 8 SP:Iteration 57Q (13315.897215 sec): 3 clusters Score: Raw -1554448.276840 + Penalty 1849.246659 = -1552599.030181 nChanged 3 SP:Iteration 58Q (13315.925298 sec): 3 clusters Score: Raw -1554448.971441 + Penalty 1849.246659 = -1552599.724783 nChanged 4 SP:Iteration 59Q (13315.953530 sec): 3 clusters Score: Raw -1554449.554123 + Penalty 1849.246659 = -1552600.307464 nChanged 2 SP:Iteration 60F (13315.985787 sec): 3 clusters Score: Raw -1554449.852712 + Penalty 1849.246659 = -1552600.606053 nChanged 1 SP:Iteration 61Q (13316.014088 sec): 3 clusters Score: Raw -1554450.019337 + Penalty 1849.246659 = -1552600.772678 nChanged 0 SP:Iteration 62F (13316.046226 sec): 3 clusters Score: Raw -1554450.019337 + Penalty 1849.246659 = -1552600.772678 nChanged 0 Trying to split cluster 19 (907 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13316.060392 sec): 2 clusters Score: Raw -80693.824829 + Penalty 646.963533 = -80046.861297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13316.064490 sec): 3 clusters Score: Raw -80364.197931 + Penalty 1293.927066 = -79070.270865 nChanged 312 SP:Iteration 1F (13316.068215 sec): 3 clusters Score: Raw -80580.857980 + Penalty 1293.927066 = -79286.930914 nChanged 85 SP:Iteration 2F (13316.072000 sec): 3 clusters Score: Raw -80674.755537 + Penalty 1293.927066 = -79380.828471 nChanged 49 SP:Iteration 3F (13316.075710 sec): 3 clusters Score: Raw -80722.184197 + Penalty 1293.927066 = -79428.257131 nChanged 41 SP:Iteration 4Q (13316.079464 sec): 3 clusters Score: Raw -80760.004479 + Penalty 1293.927066 = -79466.077414 nChanged 36 SP:Iteration 5Q (13316.083159 sec): 3 clusters Score: Raw -80785.973668 + Penalty 1293.927066 = -79492.046602 nChanged 27 SP:Iteration 6Q (13316.086861 sec): 3 clusters Score: Raw -80810.015535 + Penalty 1293.927066 = -79516.088469 nChanged 31 SP:Iteration 7Q (13316.090527 sec): 3 clusters Score: Raw -80836.894848 + Penalty 1293.927066 = -79542.967782 nChanged 13 SP:Iteration 8Q (13316.094181 sec): 3 clusters Score: Raw -80846.037756 + Penalty 1293.927066 = -79552.110690 nChanged 7 SP:Iteration 9Q (13316.097846 sec): 3 clusters Score: Raw -80854.361356 + Penalty 1293.927066 = -79560.434291 nChanged 9 SP:Iteration 10Q (13316.101489 sec): 3 clusters Score: Raw -80864.467122 + Penalty 1293.927066 = -79570.540057 nChanged 6 SP:Iteration 11Q (13316.105156 sec): 3 clusters Score: Raw -80870.890755 + Penalty 1293.927066 = -79576.963689 nChanged 6 SP:Iteration 12Q (13316.108852 sec): 3 clusters Score: Raw -80874.261004 + Penalty 1293.927066 = -79580.333939 nChanged 5 SP:Iteration 13Q (13316.112500 sec): 3 clusters Score: Raw -80880.597218 + Penalty 1293.927066 = -79586.670152 nChanged 3 SP:Iteration 14Q (13316.116150 sec): 3 clusters Score: Raw -80882.283798 + Penalty 1293.927066 = -79588.356732 nChanged 2 SP:Iteration 15Q (13316.119803 sec): 3 clusters Score: Raw -80883.812274 + Penalty 1293.927066 = -79589.885209 nChanged 1 SP:Iteration 16Q (13316.123435 sec): 3 clusters Score: Raw -80884.567867 + Penalty 1293.927066 = -79590.640801 nChanged 1 SP:Iteration 17Q (13316.127087 sec): 3 clusters Score: Raw -80884.959221 + Penalty 1293.927066 = -79591.032156 nChanged 1 SP:Iteration 18Q (13316.130699 sec): 3 clusters Score: Raw -80885.480918 + Penalty 1293.927066 = -79591.553853 nChanged 0 SP:Iteration 19F (13316.134365 sec): 3 clusters Score: Raw -80885.480918 + Penalty 1293.927066 = -79591.553853 nChanged 0 Trying to split cluster 20 (14549 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13316.160997 sec): 2 clusters Score: Raw -1208784.316972 + Penalty 910.601366 = -1207873.715605 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13316.191840 sec): 3 clusters Score: Raw -1199908.960313 + Penalty 1821.202733 = -1198087.757580 nChanged 6650 SP:Iteration 1F (13316.221271 sec): 3 clusters Score: Raw -1203839.889405 + Penalty 1821.202733 = -1202018.686672 nChanged 1030 SP:Iteration 2F (13316.250644 sec): 3 clusters Score: Raw -1204644.452602 + Penalty 1821.202733 = -1202823.249869 nChanged 1063 SP:Iteration 3F (13316.280055 sec): 3 clusters Score: Raw -1205612.111999 + Penalty 1821.202733 = -1203790.909266 nChanged 1227 SP:Iteration 4F (13316.309654 sec): 3 clusters Score: Raw -1206558.702480 + Penalty 1821.202733 = -1204737.499747 nChanged 1065 SP:Iteration 5F (13316.339136 sec): 3 clusters Score: Raw -1207262.989898 + Penalty 1821.202733 = -1205441.787165 nChanged 881 SP:Iteration 6F (13316.368654 sec): 3 clusters Score: Raw -1207733.437850 + Penalty 1821.202733 = -1205912.235117 nChanged 690 SP:Iteration 7Q (13316.397748 sec): 3 clusters Score: Raw -1208039.813034 + Penalty 1821.202733 = -1206218.610301 nChanged 496 SP:Iteration 8Q (13316.426738 sec): 3 clusters Score: Raw -1208227.722585 + Penalty 1821.202733 = -1206406.519852 nChanged 351 SP:Iteration 9Q (13316.455777 sec): 3 clusters Score: Raw -1208348.105559 + Penalty 1821.202733 = -1206526.902826 nChanged 327 SP:Iteration 10Q (13316.484748 sec): 3 clusters Score: Raw -1208449.343722 + Penalty 1821.202733 = -1206628.140989 nChanged 276 SP:Iteration 11Q (13316.513868 sec): 3 clusters Score: Raw -1208524.618414 + Penalty 1821.202733 = -1206703.415681 nChanged 244 SP:Iteration 12Q (13316.543077 sec): 3 clusters Score: Raw -1208584.637076 + Penalty 1821.202733 = -1206763.434343 nChanged 214 SP:Iteration 13Q (13316.572029 sec): 3 clusters Score: Raw -1208641.328419 + Penalty 1821.202733 = -1206820.125686 nChanged 204 SP:Iteration 14Q (13316.600976 sec): 3 clusters Score: Raw -1208688.915867 + Penalty 1821.202733 = -1206867.713134 nChanged 183 SP:Iteration 15Q (13316.629991 sec): 3 clusters Score: Raw -1208728.418469 + Penalty 1821.202733 = -1206907.215736 nChanged 171 SP:Iteration 16Q (13316.659078 sec): 3 clusters Score: Raw -1208760.729926 + Penalty 1821.202733 = -1206939.527194 nChanged 155 SP:Iteration 17Q (13316.687942 sec): 3 clusters Score: Raw -1208788.902142 + Penalty 1821.202733 = -1206967.699409 nChanged 148 SP:Iteration 18Q (13316.716825 sec): 3 clusters Score: Raw -1208814.845356 + Penalty 1821.202733 = -1206993.642624 nChanged 145 SP:Iteration 19Q (13316.746029 sec): 3 clusters Score: Raw -1208836.324063 + Penalty 1821.202733 = -1207015.121330 nChanged 107 SP:Iteration 20F (13316.775417 sec): 3 clusters Score: Raw -1208851.591634 + Penalty 1821.202733 = -1207030.388901 nChanged 117 SP:Iteration 21Q (13316.804575 sec): 3 clusters Score: Raw -1208871.410784 + Penalty 1821.202733 = -1207050.208051 nChanged 111 SP:Iteration 22Q (13316.833702 sec): 3 clusters Score: Raw -1208887.540940 + Penalty 1821.202733 = -1207066.338207 nChanged 98 SP:Iteration 23Q (13316.862784 sec): 3 clusters Score: Raw -1208901.357174 + Penalty 1821.202733 = -1207080.154441 nChanged 90 SP:Iteration 24Q (13316.891978 sec): 3 clusters Score: Raw -1208915.272318 + Penalty 1821.202733 = -1207094.069585 nChanged 101 SP:Iteration 25Q (13316.921058 sec): 3 clusters Score: Raw -1208930.790908 + Penalty 1821.202733 = -1207109.588175 nChanged 110 SP:Iteration 26Q (13316.950235 sec): 3 clusters Score: Raw -1208951.014403 + Penalty 1821.202733 = -1207129.811670 nChanged 143 SP:Iteration 27Q (13316.979235 sec): 3 clusters Score: Raw -1208984.286153 + Penalty 1821.202733 = -1207163.083420 nChanged 148 SP:Iteration 28Q (13317.008371 sec): 3 clusters Score: Raw -1209022.758188 + Penalty 1821.202733 = -1207201.555455 nChanged 168 SP:Iteration 29Q (13317.037608 sec): 3 clusters Score: Raw -1209066.963661 + Penalty 1821.202733 = -1207245.760928 nChanged 183 SP:Iteration 30Q (13317.066610 sec): 3 clusters Score: Raw -1209116.299774 + Penalty 1821.202733 = -1207295.097042 nChanged 198 SP:Iteration 31Q (13317.095852 sec): 3 clusters Score: Raw -1209168.175124 + Penalty 1821.202733 = -1207346.972391 nChanged 189 SP:Iteration 32Q (13317.125196 sec): 3 clusters Score: Raw -1209215.033688 + Penalty 1821.202733 = -1207393.830955 nChanged 184 SP:Iteration 33Q (13317.154340 sec): 3 clusters Score: Raw -1209260.656690 + Penalty 1821.202733 = -1207439.453957 nChanged 180 SP:Iteration 34Q (13317.183372 sec): 3 clusters Score: Raw -1209311.018111 + Penalty 1821.202733 = -1207489.815378 nChanged 200 SP:Iteration 35Q (13317.212493 sec): 3 clusters Score: Raw -1209362.912563 + Penalty 1821.202733 = -1207541.709830 nChanged 184 SP:Iteration 36Q (13317.241454 sec): 3 clusters Score: Raw -1209417.116726 + Penalty 1821.202733 = -1207595.913993 nChanged 187 SP:Iteration 37Q (13317.270593 sec): 3 clusters Score: Raw -1209477.265576 + Penalty 1821.202733 = -1207656.062843 nChanged 170 SP:Iteration 38Q (13317.299681 sec): 3 clusters Score: Raw -1209526.928520 + Penalty 1821.202733 = -1207705.725787 nChanged 169 SP:Iteration 39Q (13317.328732 sec): 3 clusters Score: Raw -1209573.555110 + Penalty 1821.202733 = -1207752.352377 nChanged 145 SP:Iteration 40F (13317.358220 sec): 3 clusters Score: Raw -1209611.556978 + Penalty 1821.202733 = -1207790.354245 nChanged 138 SP:Iteration 41Q (13317.387556 sec): 3 clusters Score: Raw -1209654.152579 + Penalty 1821.202733 = -1207832.949846 nChanged 122 SP:Iteration 42Q (13317.416504 sec): 3 clusters Score: Raw -1209693.756547 + Penalty 1821.202733 = -1207872.553814 nChanged 113 SP:Iteration 43Q (13317.445478 sec): 3 clusters Score: Raw -1209728.906941 + Penalty 1821.202733 = -1207907.704208 nChanged 105 SP:Iteration 44Q (13317.474338 sec): 3 clusters Score: Raw -1209758.296978 + Penalty 1821.202733 = -1207937.094245 nChanged 96 SP:Iteration 45Q (13317.502934 sec): 3 clusters Score: Raw -1209786.776530 + Penalty 1821.202733 = -1207965.573797 nChanged 78 SP:Iteration 46Q (13317.531334 sec): 3 clusters Score: Raw -1209813.826326 + Penalty 1821.202733 = -1207992.623593 nChanged 82 SP:Iteration 47Q (13317.559794 sec): 3 clusters Score: Raw -1209841.740755 + Penalty 1821.202733 = -1208020.538022 nChanged 77 SP:Iteration 48Q (13317.588087 sec): 3 clusters Score: Raw -1209864.340589 + Penalty 1821.202733 = -1208043.137856 nChanged 62 SP:Iteration 49Q (13317.616150 sec): 3 clusters Score: Raw -1209891.608357 + Penalty 1821.202733 = -1208070.405624 nChanged 62 SP:Iteration 50Q (13317.644073 sec): 3 clusters Score: Raw -1209915.054821 + Penalty 1821.202733 = -1208093.852088 nChanged 57 SP:Iteration 51Q (13317.672112 sec): 3 clusters Score: Raw -1209937.415616 + Penalty 1821.202733 = -1208116.212883 nChanged 64 SP:Iteration 52Q (13317.700056 sec): 3 clusters Score: Raw -1209955.667812 + Penalty 1821.202733 = -1208134.465079 nChanged 49 SP:Iteration 53Q (13317.727690 sec): 3 clusters Score: Raw -1209974.473384 + Penalty 1821.202733 = -1208153.270651 nChanged 44 SP:Iteration 54Q (13317.755322 sec): 3 clusters Score: Raw -1209987.102205 + Penalty 1821.202733 = -1208165.899472 nChanged 44 SP:Iteration 55Q (13317.782974 sec): 3 clusters Score: Raw -1209996.869042 + Penalty 1821.202733 = -1208175.666310 nChanged 36 SP:Iteration 56Q (13317.810552 sec): 3 clusters Score: Raw -1210003.073622 + Penalty 1821.202733 = -1208181.870889 nChanged 22 SP:Iteration 57Q (13317.837831 sec): 3 clusters Score: Raw -1210008.227768 + Penalty 1821.202733 = -1208187.025035 nChanged 21 SP:Iteration 58Q (13317.865153 sec): 3 clusters Score: Raw -1210014.143324 + Penalty 1821.202733 = -1208192.940591 nChanged 21 SP:Iteration 59Q (13317.892529 sec): 3 clusters Score: Raw -1210017.589450 + Penalty 1821.202733 = -1208196.386718 nChanged 16 SP:Iteration 60F (13317.921927 sec): 3 clusters Score: Raw -1210021.912940 + Penalty 1821.202733 = -1208200.710207 nChanged 22 SP:Iteration 61Q (13317.949277 sec): 3 clusters Score: Raw -1210027.603905 + Penalty 1821.202733 = -1208206.401172 nChanged 25 SP:Iteration 62Q (13317.976794 sec): 3 clusters Score: Raw -1210031.430461 + Penalty 1821.202733 = -1208210.227728 nChanged 15 SP:Iteration 63Q (13318.004131 sec): 3 clusters Score: Raw -1210033.387633 + Penalty 1821.202733 = -1208212.184900 nChanged 13 SP:Iteration 64Q (13318.031462 sec): 3 clusters Score: Raw -1210035.134582 + Penalty 1821.202733 = -1208213.931849 nChanged 13 SP:Iteration 65Q (13318.058633 sec): 3 clusters Score: Raw -1210036.709999 + Penalty 1821.202733 = -1208215.507266 nChanged 8 SP:Iteration 66Q (13318.086086 sec): 3 clusters Score: Raw -1210037.764666 + Penalty 1821.202733 = -1208216.561933 nChanged 5 SP:Iteration 67Q (13318.113209 sec): 3 clusters Score: Raw -1210038.672353 + Penalty 1821.202733 = -1208217.469620 nChanged 7 SP:Iteration 68Q (13318.140406 sec): 3 clusters Score: Raw -1210039.443036 + Penalty 1821.202733 = -1208218.240303 nChanged 7 SP:Iteration 69Q (13318.167643 sec): 3 clusters Score: Raw -1210040.727888 + Penalty 1821.202733 = -1208219.525155 nChanged 13 SP:Iteration 70Q (13318.194914 sec): 3 clusters Score: Raw -1210042.024035 + Penalty 1821.202733 = -1208220.821302 nChanged 7 SP:Iteration 71Q (13318.222140 sec): 3 clusters Score: Raw -1210042.625664 + Penalty 1821.202733 = -1208221.422931 nChanged 6 SP:Iteration 72Q (13318.249216 sec): 3 clusters Score: Raw -1210042.990272 + Penalty 1821.202733 = -1208221.787539 nChanged 2 SP:Iteration 73Q (13318.276245 sec): 3 clusters Score: Raw -1210043.190152 + Penalty 1821.202733 = -1208221.987419 nChanged 2 SP:Iteration 74Q (13318.303399 sec): 3 clusters Score: Raw -1210043.761808 + Penalty 1821.202733 = -1208222.559075 nChanged 4 SP:Iteration 75Q (13318.330702 sec): 3 clusters Score: Raw -1210044.070011 + Penalty 1821.202733 = -1208222.867278 nChanged 2 SP:Iteration 76Q (13318.357755 sec): 3 clusters Score: Raw -1210044.144289 + Penalty 1821.202733 = -1208222.941556 nChanged 3 SP:Iteration 77Q (13318.385022 sec): 3 clusters Score: Raw -1210044.278443 + Penalty 1821.202733 = -1208223.075711 nChanged 3 SP:Iteration 78Q (13318.412189 sec): 3 clusters Score: Raw -1210044.399159 + Penalty 1821.202733 = -1208223.196426 nChanged 1 SP:Iteration 79Q (13318.439363 sec): 3 clusters Score: Raw -1210044.474881 + Penalty 1821.202733 = -1208223.272148 nChanged 3 SP:Iteration 80F (13318.468645 sec): 3 clusters Score: Raw -1210044.598123 + Penalty 1821.202733 = -1208223.395390 nChanged 3 SP:Iteration 81Q (13318.495841 sec): 3 clusters Score: Raw -1210044.746616 + Penalty 1821.202733 = -1208223.543883 nChanged 3 SP:Iteration 82Q (13318.523156 sec): 3 clusters Score: Raw -1210044.852305 + Penalty 1821.202733 = -1208223.649573 nChanged 3 SP:Iteration 83Q (13318.550337 sec): 3 clusters Score: Raw -1210045.123284 + Penalty 1821.202733 = -1208223.920551 nChanged 2 SP:Iteration 84Q (13318.577481 sec): 3 clusters Score: Raw -1210045.199118 + Penalty 1821.202733 = -1208223.996385 nChanged 0 SP:Iteration 85F (13318.606999 sec): 3 clusters Score: Raw -1210045.199118 + Penalty 1821.202733 = -1208223.996385 nChanged 0 Score: Raw -89557565.649151 + Penalty 51115.904099 = -89506449.745053 Splitting cluster 20 changes total score from -89506475.789716 to -89506449.745053 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13336.659303 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13336.666688 sec): 3 clusters Score: Raw -174583.518441 + Penalty 1425.100602 = -173158.417838 nChanged 700 SP:Iteration 1F (13336.673464 sec): 3 clusters Score: Raw -174982.642958 + Penalty 1425.100602 = -173557.542355 nChanged 125 SP:Iteration 2F (13336.680152 sec): 3 clusters Score: Raw -175062.573824 + Penalty 1425.100602 = -173637.473222 nChanged 86 SP:Iteration 3Q (13336.686918 sec): 3 clusters Score: Raw -175109.958831 + Penalty 1425.100602 = -173684.858229 nChanged 64 SP:Iteration 4Q (13336.693652 sec): 3 clusters Score: Raw -175141.962108 + Penalty 1425.100602 = -173716.861506 nChanged 45 SP:Iteration 5Q (13336.700456 sec): 3 clusters Score: Raw -175166.806438 + Penalty 1425.100602 = -173741.705836 nChanged 35 SP:Iteration 6Q (13336.707193 sec): 3 clusters Score: Raw -175192.613126 + Penalty 1425.100602 = -173767.512523 nChanged 48 SP:Iteration 7Q (13336.714062 sec): 3 clusters Score: Raw -175228.127951 + Penalty 1425.100602 = -173803.027348 nChanged 47 SP:Iteration 8Q (13336.720840 sec): 3 clusters Score: Raw -175261.353477 + Penalty 1425.100602 = -173836.252875 nChanged 40 SP:Iteration 9Q (13336.727630 sec): 3 clusters Score: Raw -175288.330637 + Penalty 1425.100602 = -173863.230035 nChanged 39 SP:Iteration 10Q (13336.734394 sec): 3 clusters Score: Raw -175305.183502 + Penalty 1425.100602 = -173880.082899 nChanged 31 SP:Iteration 11Q (13336.741199 sec): 3 clusters Score: Raw -175323.054262 + Penalty 1425.100602 = -173897.953660 nChanged 24 SP:Iteration 12Q (13336.747972 sec): 3 clusters Score: Raw -175335.097752 + Penalty 1425.100602 = -173909.997150 nChanged 21 SP:Iteration 13Q (13336.754734 sec): 3 clusters Score: Raw -175345.437838 + Penalty 1425.100602 = -173920.337236 nChanged 20 SP:Iteration 14Q (13336.761498 sec): 3 clusters Score: Raw -175358.489823 + Penalty 1425.100602 = -173933.389221 nChanged 25 SP:Iteration 15Q (13336.768252 sec): 3 clusters Score: Raw -175372.125627 + Penalty 1425.100602 = -173947.025025 nChanged 27 SP:Iteration 16Q (13336.775022 sec): 3 clusters Score: Raw -175386.602087 + Penalty 1425.100602 = -173961.501485 nChanged 30 SP:Iteration 17Q (13336.781763 sec): 3 clusters Score: Raw -175409.164419 + Penalty 1425.100602 = -173984.063817 nChanged 36 SP:Iteration 18Q (13336.788501 sec): 3 clusters Score: Raw -175427.226821 + Penalty 1425.100602 = -174002.126219 nChanged 27 SP:Iteration 19Q (13336.795172 sec): 3 clusters Score: Raw -175443.725330 + Penalty 1425.100602 = -174018.624727 nChanged 29 SP:Iteration 20F (13336.801875 sec): 3 clusters Score: Raw -175463.149835 + Penalty 1425.100602 = -174038.049233 nChanged 30 SP:Iteration 21Q (13336.808638 sec): 3 clusters Score: Raw -175479.723649 + Penalty 1425.100602 = -174054.623046 nChanged 30 SP:Iteration 22Q (13336.815360 sec): 3 clusters Score: Raw -175494.735813 + Penalty 1425.100602 = -174069.635211 nChanged 24 SP:Iteration 23Q (13336.822055 sec): 3 clusters Score: Raw -175506.474990 + Penalty 1425.100602 = -174081.374388 nChanged 18 SP:Iteration 24Q (13336.828680 sec): 3 clusters Score: Raw -175515.167059 + Penalty 1425.100602 = -174090.066456 nChanged 16 SP:Iteration 25Q (13336.835319 sec): 3 clusters Score: Raw -175520.077562 + Penalty 1425.100602 = -174094.976959 nChanged 8 SP:Iteration 26Q (13336.842008 sec): 3 clusters Score: Raw -175522.082909 + Penalty 1425.100602 = -174096.982307 nChanged 6 SP:Iteration 27Q (13336.848690 sec): 3 clusters Score: Raw -175525.880103 + Penalty 1425.100602 = -174100.779500 nChanged 7 SP:Iteration 28Q (13336.855372 sec): 3 clusters Score: Raw -175530.401934 + Penalty 1425.100602 = -174105.301332 nChanged 10 SP:Iteration 29Q (13336.862053 sec): 3 clusters Score: Raw -175536.164971 + Penalty 1425.100602 = -174111.064369 nChanged 9 SP:Iteration 30Q (13336.868758 sec): 3 clusters Score: Raw -175539.298637 + Penalty 1425.100602 = -174114.198035 nChanged 2 SP:Iteration 31Q (13336.875420 sec): 3 clusters Score: Raw -175540.226360 + Penalty 1425.100602 = -174115.125757 nChanged 3 SP:Iteration 32Q (13336.882089 sec): 3 clusters Score: Raw -175541.249220 + Penalty 1425.100602 = -174116.148618 nChanged 1 SP:Iteration 33Q (13336.888757 sec): 3 clusters Score: Raw -175541.421193 + Penalty 1425.100602 = -174116.320591 nChanged 1 SP:Iteration 34Q (13336.895418 sec): 3 clusters Score: Raw -175541.750345 + Penalty 1425.100602 = -174116.649743 nChanged 1 SP:Iteration 35Q (13336.902146 sec): 3 clusters Score: Raw -175541.861835 + Penalty 1425.100602 = -174116.761233 nChanged 0 SP:Iteration 36F (13336.908825 sec): 3 clusters Score: Raw -175541.861835 + Penalty 1425.100602 = -174116.761233 nChanged 0 Trying to split cluster 22 (6324 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13336.928099 sec): 2 clusters Score: Raw -605007.874949 + Penalty 831.450184 = -604176.424765 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13336.948744 sec): 3 clusters Score: Raw -601409.614046 + Penalty 1662.900368 = -599746.713679 nChanged 2763 SP:Iteration 1F (13336.968995 sec): 3 clusters Score: Raw -602850.104937 + Penalty 1662.900368 = -601187.204569 nChanged 372 SP:Iteration 2F (13336.989204 sec): 3 clusters Score: Raw -602996.702996 + Penalty 1662.900368 = -601333.802629 nChanged 335 SP:Iteration 3F (13337.009590 sec): 3 clusters Score: Raw -603133.799352 + Penalty 1662.900368 = -601470.898985 nChanged 312 SP:Iteration 4Q (13337.029674 sec): 3 clusters Score: Raw -603298.428387 + Penalty 1662.900368 = -601635.528019 nChanged 322 SP:Iteration 5F (13337.049993 sec): 3 clusters Score: Raw -603478.717940 + Penalty 1662.900368 = -601815.817572 nChanged 316 SP:Iteration 6Q (13337.070223 sec): 3 clusters Score: Raw -603664.950626 + Penalty 1662.900368 = -602002.050259 nChanged 291 SP:Iteration 7Q (13337.090263 sec): 3 clusters Score: Raw -603850.382970 + Penalty 1662.900368 = -602187.482603 nChanged 319 SP:Iteration 8F (13337.110330 sec): 3 clusters Score: Raw -604063.662876 + Penalty 1662.900368 = -602400.762508 nChanged 269 SP:Iteration 9Q (13337.130359 sec): 3 clusters Score: Raw -604233.222780 + Penalty 1662.900368 = -602570.322412 nChanged 240 SP:Iteration 10Q (13337.150156 sec): 3 clusters Score: Raw -604361.007545 + Penalty 1662.900368 = -602698.107177 nChanged 178 SP:Iteration 11Q (13337.169924 sec): 3 clusters Score: Raw -604429.516482 + Penalty 1662.900368 = -602766.616114 nChanged 119 SP:Iteration 12Q (13337.189826 sec): 3 clusters Score: Raw -604467.550214 + Penalty 1662.900368 = -602804.649847 nChanged 86 SP:Iteration 13Q (13337.209709 sec): 3 clusters Score: Raw -604488.885450 + Penalty 1662.900368 = -602825.985082 nChanged 60 SP:Iteration 14Q (13337.229373 sec): 3 clusters Score: Raw -604501.553906 + Penalty 1662.900368 = -602838.653538 nChanged 51 SP:Iteration 15Q (13337.249222 sec): 3 clusters Score: Raw -604510.855448 + Penalty 1662.900368 = -602847.955080 nChanged 37 SP:Iteration 16Q (13337.269145 sec): 3 clusters Score: Raw -604516.691812 + Penalty 1662.900368 = -602853.791444 nChanged 24 SP:Iteration 17Q (13337.288686 sec): 3 clusters Score: Raw -604521.068747 + Penalty 1662.900368 = -602858.168379 nChanged 24 SP:Iteration 18Q (13337.308494 sec): 3 clusters Score: Raw -604525.020535 + Penalty 1662.900368 = -602862.120167 nChanged 21 SP:Iteration 19Q (13337.328309 sec): 3 clusters Score: Raw -604527.820891 + Penalty 1662.900368 = -602864.920523 nChanged 17 SP:Iteration 20F (13337.348463 sec): 3 clusters Score: Raw -604531.306478 + Penalty 1662.900368 = -602868.406110 nChanged 15 SP:Iteration 21Q (13337.368125 sec): 3 clusters Score: Raw -604532.888393 + Penalty 1662.900368 = -602869.988025 nChanged 9 SP:Iteration 22Q (13337.387752 sec): 3 clusters Score: Raw -604534.175861 + Penalty 1662.900368 = -602871.275493 nChanged 7 SP:Iteration 23Q (13337.407490 sec): 3 clusters Score: Raw -604534.831135 + Penalty 1662.900368 = -602871.930767 nChanged 5 SP:Iteration 24Q (13337.427310 sec): 3 clusters Score: Raw -604535.253978 + Penalty 1662.900368 = -602872.353610 nChanged 4 SP:Iteration 25Q (13337.446896 sec): 3 clusters Score: Raw -604535.576292 + Penalty 1662.900368 = -602872.675924 nChanged 5 SP:Iteration 26Q (13337.466615 sec): 3 clusters Score: Raw -604536.548732 + Penalty 1662.900368 = -602873.648364 nChanged 5 SP:Iteration 27Q (13337.486409 sec): 3 clusters Score: Raw -604537.219654 + Penalty 1662.900368 = -602874.319286 nChanged 2 SP:Iteration 28Q (13337.505999 sec): 3 clusters Score: Raw -604537.499680 + Penalty 1662.900368 = -602874.599312 nChanged 2 SP:Iteration 29Q (13337.525590 sec): 3 clusters Score: Raw -604537.638835 + Penalty 1662.900368 = -602874.738467 nChanged 1 SP:Iteration 30Q (13337.545565 sec): 3 clusters Score: Raw -604537.733244 + Penalty 1662.900368 = -602874.832876 nChanged 0 SP:Iteration 31F (13337.565899 sec): 3 clusters Score: Raw -604537.733244 + Penalty 1662.900368 = -602874.832876 nChanged 0 Trying to split cluster 23 (182 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13337.579596 sec): 2 clusters Score: Raw -12703.014666 + Penalty 494.380635 = -12208.634031 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13337.580991 sec): 3 clusters Score: Raw -12922.388694 + Penalty 988.761271 = -11933.627424 nChanged 44 SP:Iteration 1F (13337.582204 sec): 3 clusters Score: Raw -13041.820916 + Penalty 988.761271 = -12053.059646 nChanged 12 SP:Iteration 2F (13337.583377 sec): 3 clusters Score: Raw -13069.702925 + Penalty 988.761271 = -12080.941655 nChanged 8 SP:Iteration 3Q (13337.584546 sec): 3 clusters Score: Raw -13080.885035 + Penalty 988.761271 = -12092.123764 nChanged 3 SP:Iteration 4Q (13337.585716 sec): 3 clusters Score: Raw -13084.648872 + Penalty 988.761271 = -12095.887601 nChanged 0 SP:Iteration 5F (13337.586882 sec): 3 clusters Score: Raw -13084.648872 + Penalty 988.761271 = -12095.887601 nChanged 0 Trying to split cluster 24 (1490 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13337.602378 sec): 2 clusters Score: Raw -153894.138587 + Penalty 694.120483 = -153200.018104 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13337.608690 sec): 3 clusters Score: Raw -153226.580959 + Penalty 1388.240966 = -151838.339993 nChanged 528 SP:Iteration 1F (13337.614485 sec): 3 clusters Score: Raw -153547.657483 + Penalty 1388.240966 = -152159.416517 nChanged 102 SP:Iteration 2F (13337.620279 sec): 3 clusters Score: Raw -153605.957998 + Penalty 1388.240966 = -152217.717032 nChanged 60 SP:Iteration 3Q (13337.626067 sec): 3 clusters Score: Raw -153635.024641 + Penalty 1388.240966 = -152246.783675 nChanged 27 SP:Iteration 4Q (13337.631827 sec): 3 clusters Score: Raw -153649.260287 + Penalty 1388.240966 = -152261.019322 nChanged 21 SP:Iteration 5Q (13337.637605 sec): 3 clusters Score: Raw -153661.307934 + Penalty 1388.240966 = -152273.066968 nChanged 25 SP:Iteration 6Q (13337.643301 sec): 3 clusters Score: Raw -153672.246490 + Penalty 1388.240966 = -152284.005524 nChanged 17 SP:Iteration 7Q (13337.649048 sec): 3 clusters Score: Raw -153681.893875 + Penalty 1388.240966 = -152293.652909 nChanged 15 SP:Iteration 8Q (13337.654767 sec): 3 clusters Score: Raw -153693.593292 + Penalty 1388.240966 = -152305.352326 nChanged 25 SP:Iteration 9Q (13337.660552 sec): 3 clusters Score: Raw -153707.660075 + Penalty 1388.240966 = -152319.419109 nChanged 20 SP:Iteration 10Q (13337.666238 sec): 3 clusters Score: Raw -153718.811700 + Penalty 1388.240966 = -152330.570734 nChanged 18 SP:Iteration 11Q (13337.671978 sec): 3 clusters Score: Raw -153727.360213 + Penalty 1388.240966 = -152339.119247 nChanged 21 SP:Iteration 12Q (13337.677716 sec): 3 clusters Score: Raw -153736.508598 + Penalty 1388.240966 = -152348.267632 nChanged 14 SP:Iteration 13Q (13337.683451 sec): 3 clusters Score: Raw -153743.379077 + Penalty 1388.240966 = -152355.138112 nChanged 16 SP:Iteration 14Q (13337.689185 sec): 3 clusters Score: Raw -153752.831839 + Penalty 1388.240966 = -152364.590874 nChanged 12 SP:Iteration 15Q (13337.694913 sec): 3 clusters Score: Raw -153761.054852 + Penalty 1388.240966 = -152372.813886 nChanged 13 SP:Iteration 16Q (13337.700641 sec): 3 clusters Score: Raw -153768.168333 + Penalty 1388.240966 = -152379.927368 nChanged 16 SP:Iteration 17Q (13337.706296 sec): 3 clusters Score: Raw -153774.954929 + Penalty 1388.240966 = -152386.713963 nChanged 17 SP:Iteration 18Q (13337.711994 sec): 3 clusters Score: Raw -153785.293807 + Penalty 1388.240966 = -152397.052841 nChanged 16 SP:Iteration 19Q (13337.717713 sec): 3 clusters Score: Raw -153795.163853 + Penalty 1388.240966 = -152406.922887 nChanged 16 SP:Iteration 20F (13337.723444 sec): 3 clusters Score: Raw -153804.432402 + Penalty 1388.240966 = -152416.191436 nChanged 10 SP:Iteration 21Q (13337.729174 sec): 3 clusters Score: Raw -153810.191926 + Penalty 1388.240966 = -152421.950960 nChanged 12 SP:Iteration 22Q (13337.734894 sec): 3 clusters Score: Raw -153816.881950 + Penalty 1388.240966 = -152428.640984 nChanged 9 SP:Iteration 23Q (13337.740554 sec): 3 clusters Score: Raw -153821.311336 + Penalty 1388.240966 = -152433.070371 nChanged 9 SP:Iteration 24Q (13337.746239 sec): 3 clusters Score: Raw -153828.923576 + Penalty 1388.240966 = -152440.682610 nChanged 12 SP:Iteration 25Q (13337.751891 sec): 3 clusters Score: Raw -153839.102735 + Penalty 1388.240966 = -152450.861769 nChanged 17 SP:Iteration 26Q (13337.757566 sec): 3 clusters Score: Raw -153848.472326 + Penalty 1388.240966 = -152460.231361 nChanged 12 SP:Iteration 27Q (13337.763269 sec): 3 clusters Score: Raw -153858.315871 + Penalty 1388.240966 = -152470.074905 nChanged 19 SP:Iteration 28Q (13337.768869 sec): 3 clusters Score: Raw -153873.946471 + Penalty 1388.240966 = -152485.705505 nChanged 15 SP:Iteration 29Q (13337.774462 sec): 3 clusters Score: Raw -153885.001078 + Penalty 1388.240966 = -152496.760112 nChanged 12 SP:Iteration 30Q (13337.780091 sec): 3 clusters Score: Raw -153894.901801 + Penalty 1388.240966 = -152506.660836 nChanged 16 SP:Iteration 31Q (13337.785715 sec): 3 clusters Score: Raw -153911.756647 + Penalty 1388.240966 = -152523.515681 nChanged 16 SP:Iteration 32Q (13337.791384 sec): 3 clusters Score: Raw -153929.160740 + Penalty 1388.240966 = -152540.919774 nChanged 14 SP:Iteration 33Q (13337.796957 sec): 3 clusters Score: Raw -153941.534766 + Penalty 1388.240966 = -152553.293801 nChanged 14 SP:Iteration 34Q (13337.802510 sec): 3 clusters Score: Raw -153955.039749 + Penalty 1388.240966 = -152566.798784 nChanged 12 SP:Iteration 35Q (13337.808070 sec): 3 clusters Score: Raw -153967.302671 + Penalty 1388.240966 = -152579.061705 nChanged 8 SP:Iteration 36Q (13337.813579 sec): 3 clusters Score: Raw -153972.839622 + Penalty 1388.240966 = -152584.598656 nChanged 6 SP:Iteration 37Q (13337.819059 sec): 3 clusters Score: Raw -153977.729476 + Penalty 1388.240966 = -152589.488510 nChanged 5 SP:Iteration 38Q (13337.824585 sec): 3 clusters Score: Raw -153982.078767 + Penalty 1388.240966 = -152593.837801 nChanged 4 SP:Iteration 39Q (13337.830123 sec): 3 clusters Score: Raw -153985.888094 + Penalty 1388.240966 = -152597.647129 nChanged 3 SP:Iteration 40F (13337.835867 sec): 3 clusters Score: Raw -153989.500129 + Penalty 1388.240966 = -152601.259163 nChanged 4 SP:Iteration 41Q (13337.841377 sec): 3 clusters Score: Raw -153992.197136 + Penalty 1388.240966 = -152603.956170 nChanged 4 SP:Iteration 42Q (13337.846820 sec): 3 clusters Score: Raw -153994.549954 + Penalty 1388.240966 = -152606.308989 nChanged 2 SP:Iteration 43Q (13337.852305 sec): 3 clusters Score: Raw -153997.047871 + Penalty 1388.240966 = -152608.806905 nChanged 2 SP:Iteration 44Q (13337.857838 sec): 3 clusters Score: Raw -153998.358226 + Penalty 1388.240966 = -152610.117260 nChanged 3 SP:Iteration 45Q (13337.863316 sec): 3 clusters Score: Raw -154001.821748 + Penalty 1388.240966 = -152613.580783 nChanged 0 SP:Iteration 46F (13337.869013 sec): 3 clusters Score: Raw -154001.821748 + Penalty 1388.240966 = -152613.580783 nChanged 0 Trying to split cluster 25 (742 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13337.883741 sec): 2 clusters Score: Raw -65078.467845 + Penalty 627.888178 = -64450.579667 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13337.887242 sec): 3 clusters Score: Raw -64829.383952 + Penalty 1255.776356 = -63573.607596 nChanged 239 SP:Iteration 1F (13337.890406 sec): 3 clusters Score: Raw -65009.096318 + Penalty 1255.776356 = -63753.319962 nChanged 49 SP:Iteration 2F (13337.893597 sec): 3 clusters Score: Raw -65069.265865 + Penalty 1255.776356 = -63813.489509 nChanged 33 SP:Iteration 3Q (13337.896775 sec): 3 clusters Score: Raw -65099.823240 + Penalty 1255.776356 = -63844.046884 nChanged 16 SP:Iteration 4Q (13337.899874 sec): 3 clusters Score: Raw -65115.167341 + Penalty 1255.776356 = -63859.390985 nChanged 7 SP:Iteration 5Q (13337.902966 sec): 3 clusters Score: Raw -65121.100339 + Penalty 1255.776356 = -63865.323983 nChanged 5 SP:Iteration 6Q (13337.906066 sec): 3 clusters Score: Raw -65124.844490 + Penalty 1255.776356 = -63869.068134 nChanged 4 SP:Iteration 7Q (13337.909157 sec): 3 clusters Score: Raw -65125.988319 + Penalty 1255.776356 = -63870.211963 nChanged 2 SP:Iteration 8Q (13337.912248 sec): 3 clusters Score: Raw -65126.922479 + Penalty 1255.776356 = -63871.146122 nChanged 2 SP:Iteration 9Q (13337.915325 sec): 3 clusters Score: Raw -65127.434842 + Penalty 1255.776356 = -63871.658486 nChanged 1 SP:Iteration 10Q (13337.918451 sec): 3 clusters Score: Raw -65128.584105 + Penalty 1255.776356 = -63872.807749 nChanged 1 SP:Iteration 11Q (13337.921544 sec): 3 clusters Score: Raw -65129.039370 + Penalty 1255.776356 = -63873.263014 nChanged 1 SP:Iteration 12Q (13337.924631 sec): 3 clusters Score: Raw -65129.562262 + Penalty 1255.776356 = -63873.785906 nChanged 2 SP:Iteration 13Q (13337.927724 sec): 3 clusters Score: Raw -65130.948848 + Penalty 1255.776356 = -63875.172491 nChanged 0 SP:Iteration 14F (13337.930834 sec): 3 clusters Score: Raw -65130.948848 + Penalty 1255.776356 = -63875.172491 nChanged 0 Trying to split cluster 26 (9758 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13337.953562 sec): 2 clusters Score: Raw -899130.190174 + Penalty 872.655060 = -898257.535114 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13337.978831 sec): 3 clusters Score: Raw -893275.715200 + Penalty 1745.310121 = -891530.405080 nChanged 4440 SP:Iteration 1F (13338.002907 sec): 3 clusters Score: Raw -895717.993363 + Penalty 1745.310121 = -893972.683243 nChanged 598 SP:Iteration 2F (13338.027158 sec): 3 clusters Score: Raw -895974.781826 + Penalty 1745.310121 = -894229.471705 nChanged 514 SP:Iteration 3F (13338.051707 sec): 3 clusters Score: Raw -896190.766707 + Penalty 1745.310121 = -894445.456586 nChanged 492 SP:Iteration 4F (13338.075986 sec): 3 clusters Score: Raw -896400.431330 + Penalty 1745.310121 = -894655.121210 nChanged 467 SP:Iteration 5Q (13338.100276 sec): 3 clusters Score: Raw -896629.807392 + Penalty 1745.310121 = -894884.497271 nChanged 480 SP:Iteration 6Q (13338.124901 sec): 3 clusters Score: Raw -896907.261366 + Penalty 1745.310121 = -895161.951245 nChanged 475 SP:Iteration 7Q (13338.149235 sec): 3 clusters Score: Raw -897240.338730 + Penalty 1745.310121 = -895495.028609 nChanged 462 SP:Iteration 8Q (13338.173366 sec): 3 clusters Score: Raw -897614.309844 + Penalty 1745.310121 = -895868.999723 nChanged 448 SP:Iteration 9Q (13338.197560 sec): 3 clusters Score: Raw -897943.688472 + Penalty 1745.310121 = -896198.378351 nChanged 374 SP:Iteration 10Q (13338.221628 sec): 3 clusters Score: Raw -898202.144276 + Penalty 1745.310121 = -896456.834156 nChanged 300 SP:Iteration 11Q (13338.245627 sec): 3 clusters Score: Raw -898392.438041 + Penalty 1745.310121 = -896647.127920 nChanged 220 SP:Iteration 12Q (13338.269370 sec): 3 clusters Score: Raw -898525.451304 + Penalty 1745.310121 = -896780.141183 nChanged 202 SP:Iteration 13Q (13338.292639 sec): 3 clusters Score: Raw -898639.559752 + Penalty 1745.310121 = -896894.249631 nChanged 170 SP:Iteration 14Q (13338.315987 sec): 3 clusters Score: Raw -898734.696905 + Penalty 1745.310121 = -896989.386784 nChanged 138 SP:Iteration 15Q (13338.339228 sec): 3 clusters Score: Raw -898815.185837 + Penalty 1745.310121 = -897069.875716 nChanged 128 SP:Iteration 16Q (13338.362503 sec): 3 clusters Score: Raw -898882.002418 + Penalty 1745.310121 = -897136.692297 nChanged 120 SP:Iteration 17Q (13338.385517 sec): 3 clusters Score: Raw -898945.277463 + Penalty 1745.310121 = -897199.967342 nChanged 134 SP:Iteration 18Q (13338.408320 sec): 3 clusters Score: Raw -899024.151856 + Penalty 1745.310121 = -897278.841736 nChanged 129 SP:Iteration 19Q (13338.431068 sec): 3 clusters Score: Raw -899090.757371 + Penalty 1745.310121 = -897345.447251 nChanged 115 SP:Iteration 20F (13338.455431 sec): 3 clusters Score: Raw -899143.630276 + Penalty 1745.310121 = -897398.320156 nChanged 87 SP:Iteration 21Q (13338.478088 sec): 3 clusters Score: Raw -899174.426905 + Penalty 1745.310121 = -897429.116784 nChanged 50 SP:Iteration 22Q (13338.500639 sec): 3 clusters Score: Raw -899188.369026 + Penalty 1745.310121 = -897443.058905 nChanged 37 SP:Iteration 23Q (13338.523168 sec): 3 clusters Score: Raw -899198.803908 + Penalty 1745.310121 = -897453.493787 nChanged 31 SP:Iteration 24Q (13338.545648 sec): 3 clusters Score: Raw -899207.364346 + Penalty 1745.310121 = -897462.054226 nChanged 26 SP:Iteration 25Q (13338.568068 sec): 3 clusters Score: Raw -899214.929800 + Penalty 1745.310121 = -897469.619679 nChanged 24 SP:Iteration 26Q (13338.590511 sec): 3 clusters Score: Raw -899221.264934 + Penalty 1745.310121 = -897475.954814 nChanged 31 SP:Iteration 27Q (13338.612889 sec): 3 clusters Score: Raw -899230.448554 + Penalty 1745.310121 = -897485.138434 nChanged 20 SP:Iteration 28Q (13338.635212 sec): 3 clusters Score: Raw -899235.400897 + Penalty 1745.310121 = -897490.090776 nChanged 26 SP:Iteration 29Q (13338.657348 sec): 3 clusters Score: Raw -899240.767308 + Penalty 1745.310121 = -897495.457187 nChanged 27 SP:Iteration 30Q (13338.679749 sec): 3 clusters Score: Raw -899246.145071 + Penalty 1745.310121 = -897500.834950 nChanged 24 SP:Iteration 31Q (13338.702047 sec): 3 clusters Score: Raw -899250.875895 + Penalty 1745.310121 = -897505.565774 nChanged 19 SP:Iteration 32Q (13338.724395 sec): 3 clusters Score: Raw -899253.969800 + Penalty 1745.310121 = -897508.659679 nChanged 13 SP:Iteration 33Q (13338.746498 sec): 3 clusters Score: Raw -899256.497313 + Penalty 1745.310121 = -897511.187193 nChanged 13 SP:Iteration 34Q (13338.768686 sec): 3 clusters Score: Raw -899259.062265 + Penalty 1745.310121 = -897513.752145 nChanged 14 SP:Iteration 35Q (13338.790876 sec): 3 clusters Score: Raw -899262.027016 + Penalty 1745.310121 = -897516.716895 nChanged 15 SP:Iteration 36Q (13338.813181 sec): 3 clusters Score: Raw -899265.504099 + Penalty 1745.310121 = -897520.193978 nChanged 18 SP:Iteration 37Q (13338.835597 sec): 3 clusters Score: Raw -899270.814776 + Penalty 1745.310121 = -897525.504655 nChanged 19 SP:Iteration 38Q (13338.857665 sec): 3 clusters Score: Raw -899275.589233 + Penalty 1745.310121 = -897530.279112 nChanged 16 SP:Iteration 39Q (13338.879784 sec): 3 clusters Score: Raw -899279.652845 + Penalty 1745.310121 = -897534.342724 nChanged 18 SP:Iteration 40F (13338.904035 sec): 3 clusters Score: Raw -899282.966446 + Penalty 1745.310121 = -897537.656325 nChanged 10 SP:Iteration 41Q (13338.926159 sec): 3 clusters Score: Raw -899284.497835 + Penalty 1745.310121 = -897539.187715 nChanged 8 SP:Iteration 42Q (13338.948640 sec): 3 clusters Score: Raw -899285.699534 + Penalty 1745.310121 = -897540.389414 nChanged 4 SP:Iteration 43Q (13338.970749 sec): 3 clusters Score: Raw -899286.265266 + Penalty 1745.310121 = -897540.955145 nChanged 2 SP:Iteration 44Q (13338.992942 sec): 3 clusters Score: Raw -899286.628565 + Penalty 1745.310121 = -897541.318445 nChanged 3 SP:Iteration 45Q (13339.015313 sec): 3 clusters Score: Raw -899286.990290 + Penalty 1745.310121 = -897541.680170 nChanged 2 SP:Iteration 46Q (13339.037403 sec): 3 clusters Score: Raw -899287.213981 + Penalty 1745.310121 = -897541.903861 nChanged 1 SP:Iteration 47Q (13339.059391 sec): 3 clusters Score: Raw -899287.330419 + Penalty 1745.310121 = -897542.020299 nChanged 0 SP:Iteration 48F (13339.083757 sec): 3 clusters Score: Raw -899287.330419 + Penalty 1745.310121 = -897542.020299 nChanged 0 Trying to split cluster 27 (3772 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13339.100339 sec): 2 clusters Score: Raw -329262.006244 + Penalty 782.359261 = -328479.646983 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13339.115210 sec): 3 clusters Score: Raw -327224.623751 + Penalty 1564.718522 = -325659.905228 nChanged 1623 SP:Iteration 1F (13339.128904 sec): 3 clusters Score: Raw -328230.476080 + Penalty 1564.718522 = -326665.757557 nChanged 277 SP:Iteration 2F (13339.142595 sec): 3 clusters Score: Raw -328422.290650 + Penalty 1564.718522 = -326857.572128 nChanged 247 SP:Iteration 3F (13339.156332 sec): 3 clusters Score: Raw -328622.255216 + Penalty 1564.718522 = -327057.536693 nChanged 240 SP:Iteration 4F (13339.170113 sec): 3 clusters Score: Raw -328835.967619 + Penalty 1564.718522 = -327271.249097 nChanged 248 SP:Iteration 5F (13339.183716 sec): 3 clusters Score: Raw -329052.621889 + Penalty 1564.718522 = -327487.903367 nChanged 228 SP:Iteration 6F (13339.198097 sec): 3 clusters Score: Raw -329230.704302 + Penalty 1564.718522 = -327665.985779 nChanged 160 SP:Iteration 7Q (13339.211471 sec): 3 clusters Score: Raw -329359.850173 + Penalty 1564.718522 = -327795.131651 nChanged 121 SP:Iteration 8Q (13339.224993 sec): 3 clusters Score: Raw -329446.423911 + Penalty 1564.718522 = -327881.705389 nChanged 86 SP:Iteration 9Q (13339.238310 sec): 3 clusters Score: Raw -329512.316954 + Penalty 1564.718522 = -327947.598432 nChanged 72 SP:Iteration 10Q (13339.251665 sec): 3 clusters Score: Raw -329568.401320 + Penalty 1564.718522 = -328003.682798 nChanged 58 SP:Iteration 11Q (13339.265007 sec): 3 clusters Score: Raw -329632.144662 + Penalty 1564.718522 = -328067.426140 nChanged 54 SP:Iteration 12Q (13339.278266 sec): 3 clusters Score: Raw -329687.680398 + Penalty 1564.718522 = -328122.961875 nChanged 47 SP:Iteration 13Q (13339.291610 sec): 3 clusters Score: Raw -329719.435346 + Penalty 1564.718522 = -328154.716824 nChanged 42 SP:Iteration 14Q (13339.304926 sec): 3 clusters Score: Raw -329738.385381 + Penalty 1564.718522 = -328173.666859 nChanged 27 SP:Iteration 15Q (13339.318150 sec): 3 clusters Score: Raw -329755.592811 + Penalty 1564.718522 = -328190.874289 nChanged 26 SP:Iteration 16Q (13339.331434 sec): 3 clusters Score: Raw -329766.914224 + Penalty 1564.718522 = -328202.195701 nChanged 31 SP:Iteration 17Q (13339.344593 sec): 3 clusters Score: Raw -329778.507670 + Penalty 1564.718522 = -328213.789148 nChanged 24 SP:Iteration 18Q (13339.357852 sec): 3 clusters Score: Raw -329785.661364 + Penalty 1564.718522 = -328220.942841 nChanged 15 SP:Iteration 19Q (13339.370908 sec): 3 clusters Score: Raw -329790.002903 + Penalty 1564.718522 = -328225.284380 nChanged 13 SP:Iteration 20F (13339.384468 sec): 3 clusters Score: Raw -329792.982583 + Penalty 1564.718522 = -328228.264060 nChanged 9 SP:Iteration 21Q (13339.432421 sec): 3 clusters Score: Raw -329797.798324 + Penalty 1564.718522 = -328233.079802 nChanged 12 SP:Iteration 22Q (13339.488521 sec): 3 clusters Score: Raw -329801.605970 + Penalty 1564.718522 = -328236.887448 nChanged 9 SP:Iteration 23Q (13339.493337 sec): 3 clusters Score: Raw -329803.345077 + Penalty 1564.718522 = -328238.626555 nChanged 6 SP:Iteration 24Q (13339.506568 sec): 3 clusters Score: Raw -329805.192416 + Penalty 1564.718522 = -328240.473894 nChanged 5 SP:Iteration 25Q (13339.520342 sec): 3 clusters Score: Raw -329805.970629 + Penalty 1564.718522 = -328241.252107 nChanged 3 SP:Iteration 26Q (13339.534793 sec): 3 clusters Score: Raw -329806.890607 + Penalty 1564.718522 = -328242.172084 nChanged 2 SP:Iteration 27Q (13339.549309 sec): 3 clusters Score: Raw -329807.406896 + Penalty 1564.718522 = -328242.688374 nChanged 2 SP:Iteration 28Q (13339.563600 sec): 3 clusters Score: Raw -329807.770146 + Penalty 1564.718522 = -328243.051623 nChanged 1 SP:Iteration 29Q (13339.578063 sec): 3 clusters Score: Raw -329807.900867 + Penalty 1564.718522 = -328243.182345 nChanged 0 SP:Iteration 30F (13339.593018 sec): 3 clusters Score: Raw -329807.900867 + Penalty 1564.718522 = -328243.182345 nChanged 0 Trying to split cluster 28 (17341 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13339.622543 sec): 2 clusters Score: Raw -1664247.582024 + Penalty 927.278747 = -1663320.303277 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13339.657037 sec): 3 clusters Score: Raw -1653599.335441 + Penalty 1854.557495 = -1651744.777947 nChanged 7952 SP:Iteration 1F (13339.689955 sec): 3 clusters Score: Raw -1658288.379916 + Penalty 1854.557495 = -1656433.822422 nChanged 1057 SP:Iteration 2F (13339.722552 sec): 3 clusters Score: Raw -1658886.932238 + Penalty 1854.557495 = -1657032.374743 nChanged 1162 SP:Iteration 3F (13339.755340 sec): 3 clusters Score: Raw -1659702.341804 + Penalty 1854.557495 = -1657847.784310 nChanged 1249 SP:Iteration 4F (13339.788073 sec): 3 clusters Score: Raw -1660700.479880 + Penalty 1854.557495 = -1658845.922385 nChanged 1235 SP:Iteration 5F (13339.820747 sec): 3 clusters Score: Raw -1661773.168377 + Penalty 1854.557495 = -1659918.610883 nChanged 1075 SP:Iteration 6F (13339.853403 sec): 3 clusters Score: Raw -1662739.420566 + Penalty 1854.557495 = -1660884.863071 nChanged 795 SP:Iteration 7Q (13339.884939 sec): 3 clusters Score: Raw -1663431.186498 + Penalty 1854.557495 = -1661576.629003 nChanged 499 SP:Iteration 8Q (13339.915241 sec): 3 clusters Score: Raw -1663852.256206 + Penalty 1854.557495 = -1661997.698711 nChanged 309 SP:Iteration 9Q (13339.944891 sec): 3 clusters Score: Raw -1664108.675952 + Penalty 1854.557495 = -1662254.118458 nChanged 179 SP:Iteration 10Q (13339.973540 sec): 3 clusters Score: Raw -1664262.997685 + Penalty 1854.557495 = -1662408.440191 nChanged 105 SP:Iteration 11Q (13340.001845 sec): 3 clusters Score: Raw -1664348.829093 + Penalty 1854.557495 = -1662494.271599 nChanged 45 SP:Iteration 12Q (13340.030024 sec): 3 clusters Score: Raw -1664381.855966 + Penalty 1854.557495 = -1662527.298471 nChanged 21 SP:Iteration 13Q (13340.057968 sec): 3 clusters Score: Raw -1664399.007202 + Penalty 1854.557495 = -1662544.449707 nChanged 13 SP:Iteration 14Q (13340.085963 sec): 3 clusters Score: Raw -1664407.550096 + Penalty 1854.557495 = -1662552.992601 nChanged 10 SP:Iteration 15Q (13340.113899 sec): 3 clusters Score: Raw -1664414.695069 + Penalty 1854.557495 = -1662560.137574 nChanged 10 SP:Iteration 16Q (13340.141805 sec): 3 clusters Score: Raw -1664421.357184 + Penalty 1854.557495 = -1662566.799689 nChanged 6 SP:Iteration 17Q (13340.169751 sec): 3 clusters Score: Raw -1664426.519271 + Penalty 1854.557495 = -1662571.961777 nChanged 2 SP:Iteration 18Q (13340.197724 sec): 3 clusters Score: Raw -1664429.519595 + Penalty 1854.557495 = -1662574.962100 nChanged 4 SP:Iteration 19Q (13340.225574 sec): 3 clusters Score: Raw -1664432.202425 + Penalty 1854.557495 = -1662577.644931 nChanged 2 SP:Iteration 20F (13340.257869 sec): 3 clusters Score: Raw -1664434.701137 + Penalty 1854.557495 = -1662580.143643 nChanged 1 SP:Iteration 21Q (13340.285995 sec): 3 clusters Score: Raw -1664435.970762 + Penalty 1854.557495 = -1662581.413268 nChanged 2 SP:Iteration 22Q (13340.313886 sec): 3 clusters Score: Raw -1664438.441250 + Penalty 1854.557495 = -1662583.883756 nChanged 4 SP:Iteration 23Q (13340.341656 sec): 3 clusters Score: Raw -1664443.620313 + Penalty 1854.557495 = -1662589.062818 nChanged 7 SP:Iteration 24Q (13340.369664 sec): 3 clusters Score: Raw -1664449.334003 + Penalty 1854.557495 = -1662594.776509 nChanged 3 SP:Iteration 25Q (13340.397433 sec): 3 clusters Score: Raw -1664450.848546 + Penalty 1854.557495 = -1662596.291052 nChanged 1 SP:Iteration 26Q (13340.425512 sec): 3 clusters Score: Raw -1664451.448841 + Penalty 1854.557495 = -1662596.891346 nChanged 0 SP:Iteration 27F (13340.457743 sec): 3 clusters Score: Raw -1664451.448841 + Penalty 1854.557495 = -1662596.891346 nChanged 0 Trying to split cluster 29 (4811 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13340.475018 sec): 2 clusters Score: Raw -450259.016119 + Penalty 805.472723 = -449453.543396 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13340.493549 sec): 3 clusters Score: Raw -447581.194048 + Penalty 1610.945446 = -445970.248602 nChanged 2067 SP:Iteration 1F (13340.510753 sec): 3 clusters Score: Raw -448730.923474 + Penalty 1610.945446 = -447119.978028 nChanged 331 SP:Iteration 2F (13340.527836 sec): 3 clusters Score: Raw -448902.366385 + Penalty 1610.945446 = -447291.420939 nChanged 271 SP:Iteration 3F (13340.545000 sec): 3 clusters Score: Raw -449030.892760 + Penalty 1610.945446 = -447419.947314 nChanged 227 SP:Iteration 4Q (13340.562058 sec): 3 clusters Score: Raw -449155.734447 + Penalty 1610.945446 = -447544.789001 nChanged 221 SP:Iteration 5Q (13340.578930 sec): 3 clusters Score: Raw -449270.569842 + Penalty 1610.945446 = -447659.624396 nChanged 199 SP:Iteration 6Q (13340.596004 sec): 3 clusters Score: Raw -449374.755415 + Penalty 1610.945446 = -447763.809969 nChanged 193 SP:Iteration 7Q (13340.612834 sec): 3 clusters Score: Raw -449484.762271 + Penalty 1610.945446 = -447873.816826 nChanged 179 SP:Iteration 8Q (13340.629872 sec): 3 clusters Score: Raw -449592.217390 + Penalty 1610.945446 = -447981.271944 nChanged 174 SP:Iteration 9Q (13340.646691 sec): 3 clusters Score: Raw -449695.740691 + Penalty 1610.945446 = -448084.795245 nChanged 157 SP:Iteration 10Q (13340.663519 sec): 3 clusters Score: Raw -449788.684492 + Penalty 1610.945446 = -448177.739046 nChanged 147 SP:Iteration 11Q (13340.680520 sec): 3 clusters Score: Raw -449862.458561 + Penalty 1610.945446 = -448251.513115 nChanged 134 SP:Iteration 12Q (13340.697459 sec): 3 clusters Score: Raw -449925.541617 + Penalty 1610.945446 = -448314.596171 nChanged 110 SP:Iteration 13Q (13340.714346 sec): 3 clusters Score: Raw -449970.385248 + Penalty 1610.945446 = -448359.439802 nChanged 108 SP:Iteration 14Q (13340.731206 sec): 3 clusters Score: Raw -450014.355607 + Penalty 1610.945446 = -448403.410161 nChanged 91 SP:Iteration 15Q (13340.748064 sec): 3 clusters Score: Raw -450045.296563 + Penalty 1610.945446 = -448434.351117 nChanged 81 SP:Iteration 16Q (13340.776381 sec): 3 clusters Score: Raw -450073.127236 + Penalty 1610.945446 = -448462.181790 nChanged 64 SP:Iteration 17Q (13340.830424 sec): 3 clusters Score: Raw -450091.529100 + Penalty 1610.945446 = -448480.583654 nChanged 50 SP:Iteration 18Q (13340.873145 sec): 3 clusters Score: Raw -450101.711189 + Penalty 1610.945446 = -448490.765743 nChanged 29 SP:Iteration 19Q (13340.924477 sec): 3 clusters Score: Raw -450107.985663 + Penalty 1610.945446 = -448497.040217 nChanged 31 SP:Iteration 20F (13340.941205 sec): 3 clusters Score: Raw -450118.031352 + Penalty 1610.945446 = -448507.085906 nChanged 32 SP:Iteration 21Q (13340.957971 sec): 3 clusters Score: Raw -450123.872709 + Penalty 1610.945446 = -448512.927264 nChanged 19 SP:Iteration 22Q (13340.974744 sec): 3 clusters Score: Raw -450127.100646 + Penalty 1610.945446 = -448516.155200 nChanged 19 SP:Iteration 23Q (13340.991280 sec): 3 clusters Score: Raw -450130.611849 + Penalty 1610.945446 = -448519.666403 nChanged 17 SP:Iteration 24Q (13341.008047 sec): 3 clusters Score: Raw -450133.077579 + Penalty 1610.945446 = -448522.132133 nChanged 16 SP:Iteration 25Q (13341.024778 sec): 3 clusters Score: Raw -450134.976729 + Penalty 1610.945446 = -448524.031284 nChanged 7 SP:Iteration 26Q (13341.041527 sec): 3 clusters Score: Raw -450135.697726 + Penalty 1610.945446 = -448524.752281 nChanged 8 SP:Iteration 27Q (13341.058092 sec): 3 clusters Score: Raw -450136.942630 + Penalty 1610.945446 = -448525.997184 nChanged 10 SP:Iteration 28Q (13341.074626 sec): 3 clusters Score: Raw -450139.159362 + Penalty 1610.945446 = -448528.213917 nChanged 10 SP:Iteration 29Q (13341.091328 sec): 3 clusters Score: Raw -450140.793735 + Penalty 1610.945446 = -448529.848289 nChanged 8 SP:Iteration 30Q (13341.107865 sec): 3 clusters Score: Raw -450142.381110 + Penalty 1610.945446 = -448531.435665 nChanged 12 SP:Iteration 31Q (13341.124589 sec): 3 clusters Score: Raw -450145.154429 + Penalty 1610.945446 = -448534.208983 nChanged 15 SP:Iteration 32Q (13341.141259 sec): 3 clusters Score: Raw -450148.662506 + Penalty 1610.945446 = -448537.717060 nChanged 13 SP:Iteration 33Q (13341.157955 sec): 3 clusters Score: Raw -450151.417609 + Penalty 1610.945446 = -448540.472164 nChanged 9 SP:Iteration 34Q (13341.174676 sec): 3 clusters Score: Raw -450153.518453 + Penalty 1610.945446 = -448542.573008 nChanged 12 SP:Iteration 35Q (13341.191177 sec): 3 clusters Score: Raw -450156.582794 + Penalty 1610.945446 = -448545.637348 nChanged 13 SP:Iteration 36Q (13341.207788 sec): 3 clusters Score: Raw -450159.610434 + Penalty 1610.945446 = -448548.664988 nChanged 12 SP:Iteration 37Q (13341.224455 sec): 3 clusters Score: Raw -450163.144028 + Penalty 1610.945446 = -448552.198583 nChanged 20 SP:Iteration 38Q (13341.241089 sec): 3 clusters Score: Raw -450169.052112 + Penalty 1610.945446 = -448558.106666 nChanged 23 SP:Iteration 39Q (13341.257556 sec): 3 clusters Score: Raw -450174.090416 + Penalty 1610.945446 = -448563.144970 nChanged 25 SP:Iteration 40F (13341.274352 sec): 3 clusters Score: Raw -450180.084196 + Penalty 1610.945446 = -448569.138750 nChanged 20 SP:Iteration 41Q (13341.290980 sec): 3 clusters Score: Raw -450184.337433 + Penalty 1610.945446 = -448573.391987 nChanged 20 SP:Iteration 42Q (13341.307603 sec): 3 clusters Score: Raw -450189.398719 + Penalty 1610.945446 = -448578.453273 nChanged 19 SP:Iteration 43Q (13341.324046 sec): 3 clusters Score: Raw -450195.001071 + Penalty 1610.945446 = -448584.055625 nChanged 19 SP:Iteration 44Q (13341.340473 sec): 3 clusters Score: Raw -450199.852400 + Penalty 1610.945446 = -448588.906954 nChanged 19 SP:Iteration 45Q (13341.357078 sec): 3 clusters Score: Raw -450203.326945 + Penalty 1610.945446 = -448592.381499 nChanged 13 SP:Iteration 46Q (13341.373467 sec): 3 clusters Score: Raw -450205.840489 + Penalty 1610.945446 = -448594.895043 nChanged 15 SP:Iteration 47Q (13341.390078 sec): 3 clusters Score: Raw -450208.517186 + Penalty 1610.945446 = -448597.571740 nChanged 17 SP:Iteration 48Q (13341.406643 sec): 3 clusters Score: Raw -450211.339411 + Penalty 1610.945446 = -448600.393965 nChanged 14 SP:Iteration 49Q (13341.423217 sec): 3 clusters Score: Raw -450213.984276 + Penalty 1610.945446 = -448603.038830 nChanged 12 SP:Iteration 50Q (13341.439834 sec): 3 clusters Score: Raw -450216.502816 + Penalty 1610.945446 = -448605.557370 nChanged 12 SP:Iteration 51Q (13341.456391 sec): 3 clusters Score: Raw -450219.948952 + Penalty 1610.945446 = -448609.003506 nChanged 20 SP:Iteration 52Q (13341.472929 sec): 3 clusters Score: Raw -450225.716001 + Penalty 1610.945446 = -448614.770555 nChanged 20 SP:Iteration 53Q (13341.489462 sec): 3 clusters Score: Raw -450232.174654 + Penalty 1610.945446 = -448621.229208 nChanged 17 SP:Iteration 54Q (13341.506013 sec): 3 clusters Score: Raw -450237.222131 + Penalty 1610.945446 = -448626.276685 nChanged 25 SP:Iteration 55Q (13341.522517 sec): 3 clusters Score: Raw -450243.510667 + Penalty 1610.945446 = -448632.565221 nChanged 24 SP:Iteration 56Q (13341.539116 sec): 3 clusters Score: Raw -450248.978339 + Penalty 1610.945446 = -448638.032893 nChanged 22 SP:Iteration 57Q (13341.555611 sec): 3 clusters Score: Raw -450254.743074 + Penalty 1610.945446 = -448643.797628 nChanged 24 SP:Iteration 58Q (13341.572002 sec): 3 clusters Score: Raw -450261.509929 + Penalty 1610.945446 = -448650.564483 nChanged 26 SP:Iteration 59Q (13341.588470 sec): 3 clusters Score: Raw -450267.897713 + Penalty 1610.945446 = -448656.952267 nChanged 27 SP:Iteration 60F (13341.605429 sec): 3 clusters Score: Raw -450276.614970 + Penalty 1610.945446 = -448665.669524 nChanged 30 SP:Iteration 61Q (13341.621918 sec): 3 clusters Score: Raw -450285.338023 + Penalty 1610.945446 = -448674.392577 nChanged 22 SP:Iteration 62Q (13341.638391 sec): 3 clusters Score: Raw -450292.790735 + Penalty 1610.945446 = -448681.845289 nChanged 31 SP:Iteration 63Q (13341.654917 sec): 3 clusters Score: Raw -450305.406576 + Penalty 1610.945446 = -448694.461130 nChanged 41 SP:Iteration 64Q (13341.671431 sec): 3 clusters Score: Raw -450321.800793 + Penalty 1610.945446 = -448710.855347 nChanged 45 SP:Iteration 65Q (13341.687661 sec): 3 clusters Score: Raw -450343.149834 + Penalty 1610.945446 = -448732.204388 nChanged 41 SP:Iteration 66Q (13341.703984 sec): 3 clusters Score: Raw -450358.361932 + Penalty 1610.945446 = -448747.416486 nChanged 31 SP:Iteration 67Q (13341.720345 sec): 3 clusters Score: Raw -450366.232772 + Penalty 1610.945446 = -448755.287326 nChanged 15 SP:Iteration 68Q (13341.736744 sec): 3 clusters Score: Raw -450369.638244 + Penalty 1610.945446 = -448758.692798 nChanged 19 SP:Iteration 69Q (13341.753098 sec): 3 clusters Score: Raw -450374.973870 + Penalty 1610.945446 = -448764.028424 nChanged 14 SP:Iteration 70Q (13341.769460 sec): 3 clusters Score: Raw -450377.865629 + Penalty 1610.945446 = -448766.920183 nChanged 7 SP:Iteration 71Q (13341.785598 sec): 3 clusters Score: Raw -450378.904394 + Penalty 1610.945446 = -448767.958948 nChanged 7 SP:Iteration 72Q (13341.801783 sec): 3 clusters Score: Raw -450379.887943 + Penalty 1610.945446 = -448768.942498 nChanged 7 SP:Iteration 73Q (13341.818095 sec): 3 clusters Score: Raw -450381.783115 + Penalty 1610.945446 = -448770.837669 nChanged 10 SP:Iteration 74Q (13341.834465 sec): 3 clusters Score: Raw -450383.331609 + Penalty 1610.945446 = -448772.386163 nChanged 5 SP:Iteration 75Q (13341.850788 sec): 3 clusters Score: Raw -450384.735852 + Penalty 1610.945446 = -448773.790406 nChanged 8 SP:Iteration 76Q (13341.866947 sec): 3 clusters Score: Raw -450386.212618 + Penalty 1610.945446 = -448775.267172 nChanged 5 SP:Iteration 77Q (13341.883229 sec): 3 clusters Score: Raw -450387.134077 + Penalty 1610.945446 = -448776.188631 nChanged 7 SP:Iteration 78Q (13341.899523 sec): 3 clusters Score: Raw -450388.454985 + Penalty 1610.945446 = -448777.509539 nChanged 5 SP:Iteration 79Q (13341.915816 sec): 3 clusters Score: Raw -450389.484933 + Penalty 1610.945446 = -448778.539487 nChanged 7 SP:Iteration 80F (13341.932794 sec): 3 clusters Score: Raw -450391.085263 + Penalty 1610.945446 = -448780.139817 nChanged 8 SP:Iteration 81Q (13341.949066 sec): 3 clusters Score: Raw -450392.461231 + Penalty 1610.945446 = -448781.515785 nChanged 7 SP:Iteration 82Q (13341.965425 sec): 3 clusters Score: Raw -450393.562087 + Penalty 1610.945446 = -448782.616641 nChanged 5 SP:Iteration 83Q (13341.981705 sec): 3 clusters Score: Raw -450394.507911 + Penalty 1610.945446 = -448783.562465 nChanged 7 SP:Iteration 84Q (13341.998014 sec): 3 clusters Score: Raw -450395.529991 + Penalty 1610.945446 = -448784.584545 nChanged 8 SP:Iteration 85Q (13342.014279 sec): 3 clusters Score: Raw -450396.653784 + Penalty 1610.945446 = -448785.708338 nChanged 2 SP:Iteration 86Q (13342.030529 sec): 3 clusters Score: Raw -450397.078809 + Penalty 1610.945446 = -448786.133363 nChanged 3 SP:Iteration 87Q (13342.046625 sec): 3 clusters Score: Raw -450397.547594 + Penalty 1610.945446 = -448786.602148 nChanged 3 SP:Iteration 88Q (13342.062809 sec): 3 clusters Score: Raw -450397.768527 + Penalty 1610.945446 = -448786.823081 nChanged 1 SP:Iteration 89Q (13342.078906 sec): 3 clusters Score: Raw -450398.004064 + Penalty 1610.945446 = -448787.058618 nChanged 1 SP:Iteration 90Q (13342.095002 sec): 3 clusters Score: Raw -450398.139228 + Penalty 1610.945446 = -448787.193782 nChanged 2 SP:Iteration 91Q (13342.111127 sec): 3 clusters Score: Raw -450398.623203 + Penalty 1610.945446 = -448787.677757 nChanged 2 SP:Iteration 92Q (13342.127460 sec): 3 clusters Score: Raw -450399.055353 + Penalty 1610.945446 = -448788.109907 nChanged 5 SP:Iteration 93Q (13342.143558 sec): 3 clusters Score: Raw -450399.842612 + Penalty 1610.945446 = -448788.897166 nChanged 4 SP:Iteration 94Q (13342.159822 sec): 3 clusters Score: Raw -450400.677073 + Penalty 1610.945446 = -448789.731628 nChanged 3 SP:Iteration 95Q (13342.176080 sec): 3 clusters Score: Raw -450401.669495 + Penalty 1610.945446 = -448790.724049 nChanged 5 SP:Iteration 96Q (13342.192331 sec): 3 clusters Score: Raw -450402.606199 + Penalty 1610.945446 = -448791.660753 nChanged 2 SP:Iteration 97Q (13342.208571 sec): 3 clusters Score: Raw -450403.070168 + Penalty 1610.945446 = -448792.124722 nChanged 3 SP:Iteration 98Q (13342.224818 sec): 3 clusters Score: Raw -450404.421225 + Penalty 1610.945446 = -448793.475779 nChanged 5 SP:Iteration 99Q (13342.241116 sec): 3 clusters Score: Raw -450405.182394 + Penalty 1610.945446 = -448794.236948 nChanged 7 SP:Iteration 100F (13342.257855 sec): 3 clusters Score: Raw -450406.661726 + Penalty 1610.945446 = -448795.716280 nChanged 4 SP:Iteration 101Q (13342.273922 sec): 3 clusters Score: Raw -450407.434316 + Penalty 1610.945446 = -448796.488870 nChanged 4 SP:Iteration 102Q (13342.290152 sec): 3 clusters Score: Raw -450408.069222 + Penalty 1610.945446 = -448797.123776 nChanged 2 SP:Iteration 103Q (13342.306402 sec): 3 clusters Score: Raw -450408.600052 + Penalty 1610.945446 = -448797.654606 nChanged 2 SP:Iteration 104Q (13342.322432 sec): 3 clusters Score: Raw -450409.038585 + Penalty 1610.945446 = -448798.093139 nChanged 5 SP:Iteration 105Q (13342.339004 sec): 3 clusters Score: Raw -450410.253932 + Penalty 1610.945446 = -448799.308486 nChanged 3 SP:Iteration 106Q (13342.355049 sec): 3 clusters Score: Raw -450411.456100 + Penalty 1610.945446 = -448800.510654 nChanged 3 SP:Iteration 107Q (13342.371334 sec): 3 clusters Score: Raw -450411.949776 + Penalty 1610.945446 = -448801.004330 nChanged 1 SP:Iteration 108Q (13342.387557 sec): 3 clusters Score: Raw -450412.219456 + Penalty 1610.945446 = -448801.274010 nChanged 3 SP:Iteration 109Q (13342.403607 sec): 3 clusters Score: Raw -450412.963388 + Penalty 1610.945446 = -448802.017942 nChanged 3 SP:Iteration 110Q (13342.419644 sec): 3 clusters Score: Raw -450413.388218 + Penalty 1610.945446 = -448802.442773 nChanged 1 SP:Iteration 111Q (13342.435702 sec): 3 clusters Score: Raw -450413.516750 + Penalty 1610.945446 = -448802.571304 nChanged 2 SP:Iteration 112Q (13342.451906 sec): 3 clusters Score: Raw -450413.716645 + Penalty 1610.945446 = -448802.771199 nChanged 2 SP:Iteration 113Q (13342.467948 sec): 3 clusters Score: Raw -450414.013687 + Penalty 1610.945446 = -448803.068241 nChanged 3 SP:Iteration 114Q (13342.484158 sec): 3 clusters Score: Raw -450414.585084 + Penalty 1610.945446 = -448803.639638 nChanged 5 SP:Iteration 115Q (13342.500466 sec): 3 clusters Score: Raw -450415.232499 + Penalty 1610.945446 = -448804.287053 nChanged 3 SP:Iteration 116Q (13342.516684 sec): 3 clusters Score: Raw -450415.694107 + Penalty 1610.945446 = -448804.748661 nChanged 1 SP:Iteration 117Q (13342.532731 sec): 3 clusters Score: Raw -450415.799595 + Penalty 1610.945446 = -448804.854149 nChanged 1 SP:Iteration 118Q (13342.548939 sec): 3 clusters Score: Raw -450415.895528 + Penalty 1610.945446 = -448804.950082 nChanged 2 SP:Iteration 119Q (13342.565164 sec): 3 clusters Score: Raw -450416.340059 + Penalty 1610.945446 = -448805.394613 nChanged 0 SP:Iteration 120F (13342.581901 sec): 3 clusters Score: Raw -450416.340059 + Penalty 1610.945446 = -448805.394613 nChanged 0 Trying to split cluster 30 (3261 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13342.598304 sec): 2 clusters Score: Raw -295200.576714 + Penalty 768.529972 = -294432.046742 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13342.610996 sec): 3 clusters Score: Raw -293494.296833 + Penalty 1537.059943 = -291957.236889 nChanged 1347 SP:Iteration 1F (13342.622846 sec): 3 clusters Score: Raw -294261.716865 + Penalty 1537.059943 = -292724.656921 nChanged 233 SP:Iteration 2F (13342.634532 sec): 3 clusters Score: Raw -294393.389320 + Penalty 1537.059943 = -292856.329377 nChanged 181 SP:Iteration 3F (13342.646252 sec): 3 clusters Score: Raw -294497.956828 + Penalty 1537.059943 = -292960.896885 nChanged 161 SP:Iteration 4Q (13342.657873 sec): 3 clusters Score: Raw -294613.107054 + Penalty 1537.059943 = -293076.047111 nChanged 158 SP:Iteration 5Q (13342.669570 sec): 3 clusters Score: Raw -294724.615454 + Penalty 1537.059943 = -293187.555510 nChanged 120 SP:Iteration 6Q (13342.681242 sec): 3 clusters Score: Raw -294807.615954 + Penalty 1537.059943 = -293270.556010 nChanged 117 SP:Iteration 7Q (13342.692916 sec): 3 clusters Score: Raw -294899.814537 + Penalty 1537.059943 = -293362.754594 nChanged 118 SP:Iteration 8Q (13342.704568 sec): 3 clusters Score: Raw -294985.182941 + Penalty 1537.059943 = -293448.122998 nChanged 96 SP:Iteration 9Q (13342.716167 sec): 3 clusters Score: Raw -295072.906441 + Penalty 1537.059943 = -293535.846498 nChanged 102 SP:Iteration 10Q (13342.727697 sec): 3 clusters Score: Raw -295174.654202 + Penalty 1537.059943 = -293637.594259 nChanged 78 SP:Iteration 11Q (13342.739109 sec): 3 clusters Score: Raw -295242.748839 + Penalty 1537.059943 = -293705.688896 nChanged 53 SP:Iteration 12Q (13342.750473 sec): 3 clusters Score: Raw -295281.470339 + Penalty 1537.059943 = -293744.410395 nChanged 40 SP:Iteration 13Q (13342.761799 sec): 3 clusters Score: Raw -295307.121214 + Penalty 1537.059943 = -293770.061271 nChanged 25 SP:Iteration 14Q (13342.772986 sec): 3 clusters Score: Raw -295319.280317 + Penalty 1537.059943 = -293782.220374 nChanged 18 SP:Iteration 15Q (13342.784239 sec): 3 clusters Score: Raw -295328.847498 + Penalty 1537.059943 = -293791.787554 nChanged 17 SP:Iteration 16Q (13342.795327 sec): 3 clusters Score: Raw -295336.015257 + Penalty 1537.059943 = -293798.955313 nChanged 10 SP:Iteration 17Q (13342.806500 sec): 3 clusters Score: Raw -295340.474487 + Penalty 1537.059943 = -293803.414544 nChanged 9 SP:Iteration 18Q (13342.817568 sec): 3 clusters Score: Raw -295345.042662 + Penalty 1537.059943 = -293807.982718 nChanged 2 SP:Iteration 19Q (13342.828721 sec): 3 clusters Score: Raw -295346.324270 + Penalty 1537.059943 = -293809.264327 nChanged 1 SP:Iteration 20F (13342.840339 sec): 3 clusters Score: Raw -295346.490703 + Penalty 1537.059943 = -293809.430760 nChanged 0 Trying to split cluster 31 (10308 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13342.862986 sec): 2 clusters Score: Raw -994078.394693 + Penalty 877.864179 = -993200.530514 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13342.888323 sec): 3 clusters Score: Raw -987952.875221 + Penalty 1755.728359 = -986197.146862 nChanged 4561 SP:Iteration 1F (13342.912644 sec): 3 clusters Score: Raw -990509.175097 + Penalty 1755.728359 = -988753.446738 nChanged 619 SP:Iteration 2F (13342.936863 sec): 3 clusters Score: Raw -990792.776055 + Penalty 1755.728359 = -989037.047697 nChanged 576 SP:Iteration 3F (13342.961309 sec): 3 clusters Score: Raw -991055.686614 + Penalty 1755.728359 = -989299.958256 nChanged 563 SP:Iteration 4F (13342.985533 sec): 3 clusters Score: Raw -991326.246266 + Penalty 1755.728359 = -989570.517907 nChanged 529 SP:Iteration 5F (13343.009882 sec): 3 clusters Score: Raw -991606.422984 + Penalty 1755.728359 = -989850.694626 nChanged 563 SP:Iteration 6F (13343.034102 sec): 3 clusters Score: Raw -991923.921913 + Penalty 1755.728359 = -990168.193555 nChanged 527 SP:Iteration 7F (13343.058236 sec): 3 clusters Score: Raw -992242.286001 + Penalty 1755.728359 = -990486.557642 nChanged 497 SP:Iteration 8Q (13343.082598 sec): 3 clusters Score: Raw -992546.709805 + Penalty 1755.728359 = -990790.981446 nChanged 406 SP:Iteration 9Q (13343.106898 sec): 3 clusters Score: Raw -992803.562747 + Penalty 1755.728359 = -991047.834388 nChanged 353 SP:Iteration 10Q (13343.131264 sec): 3 clusters Score: Raw -993012.159757 + Penalty 1755.728359 = -991256.431399 nChanged 286 SP:Iteration 11Q (13343.155427 sec): 3 clusters Score: Raw -993169.617251 + Penalty 1755.728359 = -991413.888892 nChanged 225 SP:Iteration 12Q (13343.179373 sec): 3 clusters Score: Raw -993295.766205 + Penalty 1755.728359 = -991540.037847 nChanged 202 SP:Iteration 13Q (13343.203111 sec): 3 clusters Score: Raw -993414.824363 + Penalty 1755.728359 = -991659.096005 nChanged 168 SP:Iteration 14Q (13343.226869 sec): 3 clusters Score: Raw -993503.171104 + Penalty 1755.728359 = -991747.442746 nChanged 131 SP:Iteration 15Q (13343.250085 sec): 3 clusters Score: Raw -993574.640086 + Penalty 1755.728359 = -991818.911727 nChanged 121 SP:Iteration 16Q (13343.273280 sec): 3 clusters Score: Raw -993643.969837 + Penalty 1755.728359 = -991888.241478 nChanged 120 SP:Iteration 17Q (13343.296284 sec): 3 clusters Score: Raw -993701.048211 + Penalty 1755.728359 = -991945.319852 nChanged 97 SP:Iteration 18Q (13343.319161 sec): 3 clusters Score: Raw -993740.749534 + Penalty 1755.728359 = -991985.021176 nChanged 104 SP:Iteration 19Q (13343.341981 sec): 3 clusters Score: Raw -993784.317029 + Penalty 1755.728359 = -992028.588670 nChanged 95 SP:Iteration 20F (13343.366590 sec): 3 clusters Score: Raw -993825.780282 + Penalty 1755.728359 = -992070.051923 nChanged 87 SP:Iteration 21Q (13343.389284 sec): 3 clusters Score: Raw -993863.352701 + Penalty 1755.728359 = -992107.624342 nChanged 70 SP:Iteration 22Q (13343.411814 sec): 3 clusters Score: Raw -993898.457582 + Penalty 1755.728359 = -992142.729223 nChanged 70 SP:Iteration 23Q (13343.434423 sec): 3 clusters Score: Raw -993928.267357 + Penalty 1755.728359 = -992172.538999 nChanged 56 SP:Iteration 24Q (13343.456925 sec): 3 clusters Score: Raw -993954.051838 + Penalty 1755.728359 = -992198.323480 nChanged 51 SP:Iteration 25Q (13343.479456 sec): 3 clusters Score: Raw -993976.844830 + Penalty 1755.728359 = -992221.116471 nChanged 44 SP:Iteration 26Q (13343.501877 sec): 3 clusters Score: Raw -993991.945655 + Penalty 1755.728359 = -992236.217297 nChanged 43 SP:Iteration 27Q (13343.524357 sec): 3 clusters Score: Raw -994007.629082 + Penalty 1755.728359 = -992251.900723 nChanged 44 SP:Iteration 28Q (13343.546483 sec): 3 clusters Score: Raw -994023.524149 + Penalty 1755.728359 = -992267.795791 nChanged 38 SP:Iteration 29Q (13343.568571 sec): 3 clusters Score: Raw -994037.435466 + Penalty 1755.728359 = -992281.707108 nChanged 37 SP:Iteration 30Q (13343.590625 sec): 3 clusters Score: Raw -994050.491697 + Penalty 1755.728359 = -992294.763338 nChanged 37 SP:Iteration 31Q (13343.612758 sec): 3 clusters Score: Raw -994061.995305 + Penalty 1755.728359 = -992306.266946 nChanged 23 SP:Iteration 32Q (13343.634741 sec): 3 clusters Score: Raw -994071.177672 + Penalty 1755.728359 = -992315.449313 nChanged 39 SP:Iteration 33Q (13343.656688 sec): 3 clusters Score: Raw -994088.614496 + Penalty 1755.728359 = -992332.886137 nChanged 32 SP:Iteration 34Q (13343.678741 sec): 3 clusters Score: Raw -994099.618255 + Penalty 1755.728359 = -992343.889897 nChanged 27 SP:Iteration 35Q (13343.700824 sec): 3 clusters Score: Raw -994111.429614 + Penalty 1755.728359 = -992355.701255 nChanged 22 SP:Iteration 36Q (13343.722883 sec): 3 clusters Score: Raw -994117.196296 + Penalty 1755.728359 = -992361.467938 nChanged 15 SP:Iteration 37Q (13343.744860 sec): 3 clusters Score: Raw -994121.315421 + Penalty 1755.728359 = -992365.587062 nChanged 15 SP:Iteration 38Q (13343.766838 sec): 3 clusters Score: Raw -994125.423395 + Penalty 1755.728359 = -992369.695036 nChanged 12 SP:Iteration 39Q (13343.788916 sec): 3 clusters Score: Raw -994129.721346 + Penalty 1755.728359 = -992373.992988 nChanged 7 SP:Iteration 40F (13343.813267 sec): 3 clusters Score: Raw -994131.577294 + Penalty 1755.728359 = -992375.848935 nChanged 12 SP:Iteration 41Q (13343.835311 sec): 3 clusters Score: Raw -994135.955084 + Penalty 1755.728359 = -992380.226726 nChanged 10 SP:Iteration 42Q (13343.857228 sec): 3 clusters Score: Raw -994139.451612 + Penalty 1755.728359 = -992383.723253 nChanged 13 SP:Iteration 43Q (13343.879293 sec): 3 clusters Score: Raw -994143.508536 + Penalty 1755.728359 = -992387.780177 nChanged 11 SP:Iteration 44Q (13343.901147 sec): 3 clusters Score: Raw -994146.700690 + Penalty 1755.728359 = -992390.972331 nChanged 6 SP:Iteration 45Q (13343.923059 sec): 3 clusters Score: Raw -994147.922683 + Penalty 1755.728359 = -992392.194325 nChanged 9 SP:Iteration 46Q (13343.944983 sec): 3 clusters Score: Raw -994150.734408 + Penalty 1755.728359 = -992395.006050 nChanged 9 SP:Iteration 47Q (13343.966928 sec): 3 clusters Score: Raw -994152.778069 + Penalty 1755.728359 = -992397.049711 nChanged 8 SP:Iteration 48Q (13343.989066 sec): 3 clusters Score: Raw -994154.806654 + Penalty 1755.728359 = -992399.078295 nChanged 7 SP:Iteration 49Q (13344.011072 sec): 3 clusters Score: Raw -994157.955731 + Penalty 1755.728359 = -992402.227372 nChanged 7 SP:Iteration 50Q (13344.033139 sec): 3 clusters Score: Raw -994160.017740 + Penalty 1755.728359 = -992404.289381 nChanged 8 SP:Iteration 51Q (13344.054969 sec): 3 clusters Score: Raw -994163.704063 + Penalty 1755.728359 = -992407.975705 nChanged 12 SP:Iteration 52Q (13344.076994 sec): 3 clusters Score: Raw -994168.181735 + Penalty 1755.728359 = -992412.453376 nChanged 10 SP:Iteration 53Q (13344.098774 sec): 3 clusters Score: Raw -994170.562434 + Penalty 1755.728359 = -992414.834076 nChanged 4 SP:Iteration 54Q (13344.120589 sec): 3 clusters Score: Raw -994171.561792 + Penalty 1755.728359 = -992415.833433 nChanged 5 SP:Iteration 55Q (13344.142371 sec): 3 clusters Score: Raw -994172.476089 + Penalty 1755.728359 = -992416.747730 nChanged 4 SP:Iteration 56Q (13344.164109 sec): 3 clusters Score: Raw -994174.249617 + Penalty 1755.728359 = -992418.521258 nChanged 6 SP:Iteration 57Q (13344.185960 sec): 3 clusters Score: Raw -994176.075421 + Penalty 1755.728359 = -992420.347062 nChanged 3 SP:Iteration 58Q (13344.207909 sec): 3 clusters Score: Raw -994177.423510 + Penalty 1755.728359 = -992421.695151 nChanged 2 SP:Iteration 59Q (13344.230040 sec): 3 clusters Score: Raw -994177.725953 + Penalty 1755.728359 = -992421.997595 nChanged 2 SP:Iteration 60F (13344.254310 sec): 3 clusters Score: Raw -994178.109043 + Penalty 1755.728359 = -992422.380685 nChanged 0 Trying to split cluster 32 (3993 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13344.271143 sec): 2 clusters Score: Raw -384412.586292 + Penalty 787.768320 = -383624.817972 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13344.286567 sec): 3 clusters Score: Raw -382213.520459 + Penalty 1575.536640 = -380637.983819 nChanged 1652 SP:Iteration 1F (13344.300805 sec): 3 clusters Score: Raw -383187.813871 + Penalty 1575.536640 = -381612.277231 nChanged 307 SP:Iteration 2F (13344.314914 sec): 3 clusters Score: Raw -383364.748158 + Penalty 1575.536640 = -381789.211518 nChanged 222 SP:Iteration 3F (13344.329146 sec): 3 clusters Score: Raw -383495.796070 + Penalty 1575.536640 = -381920.259429 nChanged 218 SP:Iteration 4F (13344.343210 sec): 3 clusters Score: Raw -383634.507069 + Penalty 1575.536640 = -382058.970429 nChanged 209 SP:Iteration 5F (13344.357433 sec): 3 clusters Score: Raw -383775.498489 + Penalty 1575.536640 = -382199.961849 nChanged 220 SP:Iteration 6F (13344.371661 sec): 3 clusters Score: Raw -383924.914229 + Penalty 1575.536640 = -382349.377589 nChanged 185 SP:Iteration 7Q (13344.385870 sec): 3 clusters Score: Raw -384032.626957 + Penalty 1575.536640 = -382457.090316 nChanged 142 SP:Iteration 8Q (13344.400025 sec): 3 clusters Score: Raw -384104.824618 + Penalty 1575.536640 = -382529.287977 nChanged 106 SP:Iteration 9Q (13344.414103 sec): 3 clusters Score: Raw -384151.759561 + Penalty 1575.536640 = -382576.222920 nChanged 74 SP:Iteration 10Q (13344.428085 sec): 3 clusters Score: Raw -384180.603077 + Penalty 1575.536640 = -382605.066437 nChanged 65 SP:Iteration 11Q (13344.442195 sec): 3 clusters Score: Raw -384205.959600 + Penalty 1575.536640 = -382630.422960 nChanged 51 SP:Iteration 12Q (13344.456156 sec): 3 clusters Score: Raw -384221.146918 + Penalty 1575.536640 = -382645.610277 nChanged 45 SP:Iteration 13Q (13344.470095 sec): 3 clusters Score: Raw -384233.273681 + Penalty 1575.536640 = -382657.737040 nChanged 30 SP:Iteration 14Q (13344.484208 sec): 3 clusters Score: Raw -384240.759349 + Penalty 1575.536640 = -382665.222709 nChanged 20 SP:Iteration 15Q (13344.498272 sec): 3 clusters Score: Raw -384244.466775 + Penalty 1575.536640 = -382668.930135 nChanged 15 SP:Iteration 16Q (13344.512401 sec): 3 clusters Score: Raw -384248.438957 + Penalty 1575.536640 = -382672.902316 nChanged 20 SP:Iteration 17Q (13344.526602 sec): 3 clusters Score: Raw -384253.980892 + Penalty 1575.536640 = -382678.444252 nChanged 21 SP:Iteration 18Q (13344.540557 sec): 3 clusters Score: Raw -384258.447176 + Penalty 1575.536640 = -382682.910536 nChanged 21 SP:Iteration 19Q (13344.554494 sec): 3 clusters Score: Raw -384263.238542 + Penalty 1575.536640 = -382687.701901 nChanged 23 SP:Iteration 20F (13344.568672 sec): 3 clusters Score: Raw -384270.194887 + Penalty 1575.536640 = -382694.658247 nChanged 21 SP:Iteration 21Q (13344.582812 sec): 3 clusters Score: Raw -384278.079245 + Penalty 1575.536640 = -382702.542605 nChanged 26 SP:Iteration 22Q (13344.596687 sec): 3 clusters Score: Raw -384285.763369 + Penalty 1575.536640 = -382710.226728 nChanged 28 SP:Iteration 23Q (13344.610780 sec): 3 clusters Score: Raw -384292.671083 + Penalty 1575.536640 = -382717.134443 nChanged 25 SP:Iteration 24Q (13344.624828 sec): 3 clusters Score: Raw -384299.453823 + Penalty 1575.536640 = -382723.917183 nChanged 22 SP:Iteration 25Q (13344.638767 sec): 3 clusters Score: Raw -384304.992423 + Penalty 1575.536640 = -382729.455782 nChanged 20 SP:Iteration 26Q (13344.652802 sec): 3 clusters Score: Raw -384311.472964 + Penalty 1575.536640 = -382735.936323 nChanged 25 SP:Iteration 27Q (13344.666847 sec): 3 clusters Score: Raw -384319.598525 + Penalty 1575.536640 = -382744.061885 nChanged 23 SP:Iteration 28Q (13344.680937 sec): 3 clusters Score: Raw -384325.108881 + Penalty 1575.536640 = -382749.572241 nChanged 17 SP:Iteration 29Q (13344.694953 sec): 3 clusters Score: Raw -384327.793832 + Penalty 1575.536640 = -382752.257192 nChanged 11 SP:Iteration 30Q (13344.708990 sec): 3 clusters Score: Raw -384331.367984 + Penalty 1575.536640 = -382755.831344 nChanged 10 SP:Iteration 31Q (13344.722996 sec): 3 clusters Score: Raw -384333.742068 + Penalty 1575.536640 = -382758.205428 nChanged 10 SP:Iteration 32Q (13344.737035 sec): 3 clusters Score: Raw -384336.334736 + Penalty 1575.536640 = -382760.798096 nChanged 11 SP:Iteration 33Q (13344.750888 sec): 3 clusters Score: Raw -384339.133038 + Penalty 1575.536640 = -382763.596397 nChanged 12 SP:Iteration 34Q (13344.764903 sec): 3 clusters Score: Raw -384342.613833 + Penalty 1575.536640 = -382767.077193 nChanged 12 SP:Iteration 35Q (13344.778895 sec): 3 clusters Score: Raw -384345.937544 + Penalty 1575.536640 = -382770.400903 nChanged 17 SP:Iteration 36Q (13344.792881 sec): 3 clusters Score: Raw -384350.862074 + Penalty 1575.536640 = -382775.325433 nChanged 19 SP:Iteration 37Q (13344.806932 sec): 3 clusters Score: Raw -384355.404638 + Penalty 1575.536640 = -382779.867998 nChanged 16 SP:Iteration 38Q (13344.820772 sec): 3 clusters Score: Raw -384359.252004 + Penalty 1575.536640 = -382783.715363 nChanged 14 SP:Iteration 39Q (13344.834757 sec): 3 clusters Score: Raw -384363.248869 + Penalty 1575.536640 = -382787.712229 nChanged 11 SP:Iteration 40F (13344.848887 sec): 3 clusters Score: Raw -384365.732639 + Penalty 1575.536640 = -382790.195999 nChanged 10 SP:Iteration 41Q (13344.862897 sec): 3 clusters Score: Raw -384367.725934 + Penalty 1575.536640 = -382792.189293 nChanged 8 SP:Iteration 42Q (13344.876867 sec): 3 clusters Score: Raw -384369.363267 + Penalty 1575.536640 = -382793.826626 nChanged 9 SP:Iteration 43Q (13344.890817 sec): 3 clusters Score: Raw -384371.465474 + Penalty 1575.536640 = -382795.928833 nChanged 12 SP:Iteration 44Q (13344.904633 sec): 3 clusters Score: Raw -384374.820442 + Penalty 1575.536640 = -382799.283802 nChanged 10 SP:Iteration 45Q (13344.918580 sec): 3 clusters Score: Raw -384377.292926 + Penalty 1575.536640 = -382801.756286 nChanged 7 SP:Iteration 46Q (13344.932541 sec): 3 clusters Score: Raw -384378.465639 + Penalty 1575.536640 = -382802.928999 nChanged 3 SP:Iteration 47Q (13344.946755 sec): 3 clusters Score: Raw -384379.025454 + Penalty 1575.536640 = -382803.488814 nChanged 8 SP:Iteration 48Q (13344.960594 sec): 3 clusters Score: Raw -384381.829953 + Penalty 1575.536640 = -382806.293313 nChanged 15 SP:Iteration 49Q (13344.974520 sec): 3 clusters Score: Raw -384386.668318 + Penalty 1575.536640 = -382811.131678 nChanged 16 SP:Iteration 50Q (13344.988443 sec): 3 clusters Score: Raw -384391.320367 + Penalty 1575.536640 = -382815.783726 nChanged 14 SP:Iteration 51Q (13345.002186 sec): 3 clusters Score: Raw -384396.306543 + Penalty 1575.536640 = -382820.769903 nChanged 17 SP:Iteration 52Q (13345.016115 sec): 3 clusters Score: Raw -384402.166438 + Penalty 1575.536640 = -382826.629797 nChanged 16 SP:Iteration 53Q (13345.030070 sec): 3 clusters Score: Raw -384407.476424 + Penalty 1575.536640 = -382831.939783 nChanged 13 SP:Iteration 54Q (13345.043969 sec): 3 clusters Score: Raw -384410.122636 + Penalty 1575.536640 = -382834.585996 nChanged 9 SP:Iteration 55Q (13345.057972 sec): 3 clusters Score: Raw -384412.303394 + Penalty 1575.536640 = -382836.766753 nChanged 11 SP:Iteration 56Q (13345.071878 sec): 3 clusters Score: Raw -384415.910313 + Penalty 1575.536640 = -382840.373672 nChanged 9 SP:Iteration 57Q (13345.085847 sec): 3 clusters Score: Raw -384417.109407 + Penalty 1575.536640 = -382841.572767 nChanged 5 SP:Iteration 58Q (13345.099727 sec): 3 clusters Score: Raw -384417.861309 + Penalty 1575.536640 = -382842.324668 nChanged 3 SP:Iteration 59Q (13345.113584 sec): 3 clusters Score: Raw -384418.239880 + Penalty 1575.536640 = -382842.703240 nChanged 5 SP:Iteration 60F (13345.127716 sec): 3 clusters Score: Raw -384419.353574 + Penalty 1575.536640 = -382843.816934 nChanged 3 SP:Iteration 61Q (13345.141574 sec): 3 clusters Score: Raw -384420.499523 + Penalty 1575.536640 = -382844.962883 nChanged 5 SP:Iteration 62Q (13345.155321 sec): 3 clusters Score: Raw -384421.880946 + Penalty 1575.536640 = -382846.344305 nChanged 7 SP:Iteration 63Q (13345.169036 sec): 3 clusters Score: Raw -384423.719718 + Penalty 1575.536640 = -382848.183077 nChanged 12 SP:Iteration 64Q (13345.182766 sec): 3 clusters Score: Raw -384427.857673 + Penalty 1575.536640 = -382852.321033 nChanged 6 SP:Iteration 65Q (13345.196629 sec): 3 clusters Score: Raw -384428.901759 + Penalty 1575.536640 = -382853.365118 nChanged 5 SP:Iteration 66Q (13345.210516 sec): 3 clusters Score: Raw -384430.128711 + Penalty 1575.536640 = -382854.592070 nChanged 8 SP:Iteration 67Q (13345.224235 sec): 3 clusters Score: Raw -384432.555120 + Penalty 1575.536640 = -382857.018480 nChanged 10 SP:Iteration 68Q (13345.238065 sec): 3 clusters Score: Raw -384434.421448 + Penalty 1575.536640 = -382858.884807 nChanged 10 SP:Iteration 69Q (13345.251722 sec): 3 clusters Score: Raw -384436.451550 + Penalty 1575.536640 = -382860.914910 nChanged 11 SP:Iteration 70Q (13345.265393 sec): 3 clusters Score: Raw -384439.135941 + Penalty 1575.536640 = -382863.599301 nChanged 13 SP:Iteration 71Q (13345.279213 sec): 3 clusters Score: Raw -384441.875590 + Penalty 1575.536640 = -382866.338949 nChanged 4 SP:Iteration 72Q (13345.292836 sec): 3 clusters Score: Raw -384442.538762 + Penalty 1575.536640 = -382867.002121 nChanged 2 SP:Iteration 73Q (13345.306628 sec): 3 clusters Score: Raw -384443.070725 + Penalty 1575.536640 = -382867.534085 nChanged 4 SP:Iteration 74Q (13345.320295 sec): 3 clusters Score: Raw -384443.735044 + Penalty 1575.536640 = -382868.198404 nChanged 4 SP:Iteration 75Q (13345.334093 sec): 3 clusters Score: Raw -384445.614122 + Penalty 1575.536640 = -382870.077481 nChanged 8 SP:Iteration 76Q (13345.347834 sec): 3 clusters Score: Raw -384448.946343 + Penalty 1575.536640 = -382873.409703 nChanged 11 SP:Iteration 77Q (13345.361477 sec): 3 clusters Score: Raw -384452.822655 + Penalty 1575.536640 = -382877.286014 nChanged 13 SP:Iteration 78Q (13345.375298 sec): 3 clusters Score: Raw -384457.339171 + Penalty 1575.536640 = -382881.802531 nChanged 19 SP:Iteration 79Q (13345.389075 sec): 3 clusters Score: Raw -384462.702642 + Penalty 1575.536640 = -382887.166001 nChanged 20 SP:Iteration 80F (13345.403085 sec): 3 clusters Score: Raw -384467.733011 + Penalty 1575.536640 = -382892.196371 nChanged 14 SP:Iteration 81Q (13345.416858 sec): 3 clusters Score: Raw -384471.484705 + Penalty 1575.536640 = -382895.948065 nChanged 9 SP:Iteration 82Q (13345.430627 sec): 3 clusters Score: Raw -384474.419731 + Penalty 1575.536640 = -382898.883091 nChanged 10 SP:Iteration 83Q (13345.444233 sec): 3 clusters Score: Raw -384477.667976 + Penalty 1575.536640 = -382902.131336 nChanged 11 SP:Iteration 84Q (13345.457994 sec): 3 clusters Score: Raw -384481.426564 + Penalty 1575.536640 = -382905.889924 nChanged 6 SP:Iteration 85Q (13345.471780 sec): 3 clusters Score: Raw -384483.606968 + Penalty 1575.536640 = -382908.070328 nChanged 9 SP:Iteration 86Q (13345.485575 sec): 3 clusters Score: Raw -384485.995187 + Penalty 1575.536640 = -382910.458547 nChanged 8 SP:Iteration 87Q (13345.499188 sec): 3 clusters Score: Raw -384487.985340 + Penalty 1575.536640 = -382912.448699 nChanged 7 SP:Iteration 88Q (13345.512933 sec): 3 clusters Score: Raw -384489.646384 + Penalty 1575.536640 = -382914.109744 nChanged 8 SP:Iteration 89Q (13345.526679 sec): 3 clusters Score: Raw -384492.326792 + Penalty 1575.536640 = -382916.790152 nChanged 11 SP:Iteration 90Q (13345.540421 sec): 3 clusters Score: Raw -384496.390886 + Penalty 1575.536640 = -382920.854245 nChanged 12 SP:Iteration 91Q (13345.553966 sec): 3 clusters Score: Raw -384500.564482 + Penalty 1575.536640 = -382925.027841 nChanged 17 SP:Iteration 92Q (13345.567703 sec): 3 clusters Score: Raw -384509.395183 + Penalty 1575.536640 = -382933.858542 nChanged 17 SP:Iteration 93Q (13345.581377 sec): 3 clusters Score: Raw -384517.792754 + Penalty 1575.536640 = -382942.256114 nChanged 16 SP:Iteration 94Q (13345.595075 sec): 3 clusters Score: Raw -384525.711977 + Penalty 1575.536640 = -382950.175336 nChanged 18 SP:Iteration 95Q (13345.608740 sec): 3 clusters Score: Raw -384531.979359 + Penalty 1575.536640 = -382956.442718 nChanged 10 SP:Iteration 96Q (13345.622363 sec): 3 clusters Score: Raw -384535.460019 + Penalty 1575.536640 = -382959.923379 nChanged 8 SP:Iteration 97Q (13345.636032 sec): 3 clusters Score: Raw -384538.229293 + Penalty 1575.536640 = -382962.692652 nChanged 5 SP:Iteration 98Q (13345.649631 sec): 3 clusters Score: Raw -384539.658251 + Penalty 1575.536640 = -382964.121611 nChanged 4 SP:Iteration 99Q (13345.663262 sec): 3 clusters Score: Raw -384540.817283 + Penalty 1575.536640 = -382965.280643 nChanged 5 SP:Iteration 100F (13345.677206 sec): 3 clusters Score: Raw -384542.873676 + Penalty 1575.536640 = -382967.337035 nChanged 9 SP:Iteration 101Q (13345.690794 sec): 3 clusters Score: Raw -384545.836663 + Penalty 1575.536640 = -382970.300023 nChanged 8 SP:Iteration 102Q (13345.704271 sec): 3 clusters Score: Raw -384547.869856 + Penalty 1575.536640 = -382972.333216 nChanged 3 SP:Iteration 103Q (13345.717867 sec): 3 clusters Score: Raw -384548.502493 + Penalty 1575.536640 = -382972.965852 nChanged 2 SP:Iteration 104Q (13345.731331 sec): 3 clusters Score: Raw -384549.058703 + Penalty 1575.536640 = -382973.522062 nChanged 0 SP:Iteration 105F (13345.745474 sec): 3 clusters Score: Raw -384549.058703 + Penalty 1575.536640 = -382973.522062 nChanged 0 Trying to split cluster 33 (533 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13345.759837 sec): 2 clusters Score: Raw -41764.070543 + Penalty 596.459535 = -41167.611007 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13345.762561 sec): 3 clusters Score: Raw -41653.614242 + Penalty 1192.919071 = -40460.695171 nChanged 148 SP:Iteration 1F (13345.764966 sec): 3 clusters Score: Raw -41780.820172 + Penalty 1192.919071 = -40587.901102 nChanged 41 SP:Iteration 2F (13345.767384 sec): 3 clusters Score: Raw -41839.119964 + Penalty 1192.919071 = -40646.200894 nChanged 24 SP:Iteration 3Q (13345.769774 sec): 3 clusters Score: Raw -41876.282575 + Penalty 1192.919071 = -40683.363504 nChanged 15 SP:Iteration 4Q (13345.772151 sec): 3 clusters Score: Raw -41901.946889 + Penalty 1192.919071 = -40709.027819 nChanged 19 SP:Iteration 5Q (13345.774533 sec): 3 clusters Score: Raw -41923.384943 + Penalty 1192.919071 = -40730.465872 nChanged 14 SP:Iteration 6Q (13345.776888 sec): 3 clusters Score: Raw -41945.424431 + Penalty 1192.919071 = -40752.505360 nChanged 11 SP:Iteration 7Q (13345.779253 sec): 3 clusters Score: Raw -41969.218862 + Penalty 1192.919071 = -40776.299792 nChanged 10 SP:Iteration 8Q (13345.781615 sec): 3 clusters Score: Raw -41991.496990 + Penalty 1192.919071 = -40798.577919 nChanged 10 SP:Iteration 9Q (13345.783969 sec): 3 clusters Score: Raw -42009.235219 + Penalty 1192.919071 = -40816.316149 nChanged 7 SP:Iteration 10Q (13345.786351 sec): 3 clusters Score: Raw -42076.955084 + Penalty 1192.919071 = -40884.036014 nChanged 11 SP:Iteration 11Q (13345.788717 sec): 3 clusters Score: Raw -42120.807289 + Penalty 1192.919071 = -40927.888218 nChanged 10 SP:Iteration 12Q (13345.791030 sec): 3 clusters Score: Raw -42142.035885 + Penalty 1192.919071 = -40949.116814 nChanged 11 SP:Iteration 13Q (13345.793355 sec): 3 clusters Score: Raw -42155.048169 + Penalty 1192.919071 = -40962.129098 nChanged 6 SP:Iteration 14Q (13345.795679 sec): 3 clusters Score: Raw -42161.410275 + Penalty 1192.919071 = -40968.491204 nChanged 3 SP:Iteration 15Q (13345.798005 sec): 3 clusters Score: Raw -42168.397184 + Penalty 1192.919071 = -40975.478113 nChanged 2 SP:Iteration 16Q (13345.800334 sec): 3 clusters Score: Raw -42169.113383 + Penalty 1192.919071 = -40976.194312 nChanged 0 SP:Iteration 17F (13345.802714 sec): 3 clusters Score: Raw -42169.113383 + Penalty 1192.919071 = -40976.194312 nChanged 0 Trying to split cluster 34 (12719 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13345.828365 sec): 2 clusters Score: Raw -1195788.439864 + Penalty 897.830961 = -1194890.608904 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13345.856669 sec): 3 clusters Score: Raw -1188101.504182 + Penalty 1795.661921 = -1186305.842261 nChanged 5706 SP:Iteration 1F (13345.883671 sec): 3 clusters Score: Raw -1191333.001856 + Penalty 1795.661921 = -1189537.339935 nChanged 709 SP:Iteration 2F (13345.910660 sec): 3 clusters Score: Raw -1191662.066203 + Penalty 1795.661921 = -1189866.404282 nChanged 725 SP:Iteration 3F (13345.937665 sec): 3 clusters Score: Raw -1192040.174817 + Penalty 1795.661921 = -1190244.512896 nChanged 735 SP:Iteration 4F (13345.964624 sec): 3 clusters Score: Raw -1192484.612954 + Penalty 1795.661921 = -1190688.951033 nChanged 733 SP:Iteration 5F (13345.992027 sec): 3 clusters Score: Raw -1192953.873516 + Penalty 1795.661921 = -1191158.211595 nChanged 701 SP:Iteration 6F (13346.018948 sec): 3 clusters Score: Raw -1193403.806965 + Penalty 1795.661921 = -1191608.145044 nChanged 639 SP:Iteration 7F (13346.055911 sec): 3 clusters Score: Raw -1193788.969253 + Penalty 1795.661921 = -1191993.307332 nChanged 549 SP:Iteration 8Q (13346.082711 sec): 3 clusters Score: Raw -1194088.291571 + Penalty 1795.661921 = -1192292.629650 nChanged 450 SP:Iteration 9Q (13346.117503 sec): 3 clusters Score: Raw -1194310.420477 + Penalty 1795.661921 = -1192514.758556 nChanged 382 SP:Iteration 10Q (13346.149621 sec): 3 clusters Score: Raw -1194471.345940 + Penalty 1795.661921 = -1192675.684019 nChanged 274 SP:Iteration 11Q (13346.176114 sec): 3 clusters Score: Raw -1194576.480668 + Penalty 1795.661921 = -1192780.818747 nChanged 240 SP:Iteration 12Q (13346.225707 sec): 3 clusters Score: Raw -1194657.948830 + Penalty 1795.661921 = -1192862.286909 nChanged 184 SP:Iteration 13Q (13346.251031 sec): 3 clusters Score: Raw -1194717.387245 + Penalty 1795.661921 = -1192921.725324 nChanged 189 SP:Iteration 14Q (13346.277641 sec): 3 clusters Score: Raw -1194775.661780 + Penalty 1795.661921 = -1192979.999859 nChanged 164 SP:Iteration 15Q (13346.303971 sec): 3 clusters Score: Raw -1194826.126346 + Penalty 1795.661921 = -1193030.464424 nChanged 145 SP:Iteration 16Q (13346.330428 sec): 3 clusters Score: Raw -1194864.718528 + Penalty 1795.661921 = -1193069.056607 nChanged 115 SP:Iteration 17Q (13346.357108 sec): 3 clusters Score: Raw -1194892.082167 + Penalty 1795.661921 = -1193096.420246 nChanged 105 SP:Iteration 18Q (13346.383771 sec): 3 clusters Score: Raw -1194916.187873 + Penalty 1795.661921 = -1193120.525951 nChanged 101 SP:Iteration 19Q (13346.410506 sec): 3 clusters Score: Raw -1194937.079195 + Penalty 1795.661921 = -1193141.417273 nChanged 101 SP:Iteration 20F (13346.437482 sec): 3 clusters Score: Raw -1194957.323075 + Penalty 1795.661921 = -1193161.661153 nChanged 102 SP:Iteration 21Q (13346.463803 sec): 3 clusters Score: Raw -1194980.122254 + Penalty 1795.661921 = -1193184.460333 nChanged 99 SP:Iteration 22Q (13346.490164 sec): 3 clusters Score: Raw -1194999.719379 + Penalty 1795.661921 = -1193204.057458 nChanged 80 SP:Iteration 23Q (13346.516345 sec): 3 clusters Score: Raw -1195017.506353 + Penalty 1795.661921 = -1193221.844431 nChanged 80 SP:Iteration 24Q (13346.542711 sec): 3 clusters Score: Raw -1195030.914995 + Penalty 1795.661921 = -1193235.253073 nChanged 75 SP:Iteration 25Q (13346.569005 sec): 3 clusters Score: Raw -1195043.181497 + Penalty 1795.661921 = -1193247.519575 nChanged 72 SP:Iteration 26Q (13346.595523 sec): 3 clusters Score: Raw -1195055.746803 + Penalty 1795.661921 = -1193260.084882 nChanged 59 SP:Iteration 27Q (13346.621944 sec): 3 clusters Score: Raw -1195063.222309 + Penalty 1795.661921 = -1193267.560388 nChanged 44 SP:Iteration 28Q (13346.648083 sec): 3 clusters Score: Raw -1195070.617698 + Penalty 1795.661921 = -1193274.955777 nChanged 42 SP:Iteration 29Q (13346.674139 sec): 3 clusters Score: Raw -1195077.948117 + Penalty 1795.661921 = -1193282.286195 nChanged 56 SP:Iteration 30Q (13346.700238 sec): 3 clusters Score: Raw -1195086.798819 + Penalty 1795.661921 = -1193291.136897 nChanged 47 SP:Iteration 31Q (13346.726359 sec): 3 clusters Score: Raw -1195094.182253 + Penalty 1795.661921 = -1193298.520331 nChanged 44 SP:Iteration 32Q (13346.752513 sec): 3 clusters Score: Raw -1195100.227046 + Penalty 1795.661921 = -1193304.565125 nChanged 42 SP:Iteration 33Q (13346.778879 sec): 3 clusters Score: Raw -1195106.215492 + Penalty 1795.661921 = -1193310.553571 nChanged 43 SP:Iteration 34Q (13346.805285 sec): 3 clusters Score: Raw -1195113.003941 + Penalty 1795.661921 = -1193317.342020 nChanged 45 SP:Iteration 35Q (13346.831405 sec): 3 clusters Score: Raw -1195120.679415 + Penalty 1795.661921 = -1193325.017493 nChanged 42 SP:Iteration 36Q (13346.857412 sec): 3 clusters Score: Raw -1195126.841446 + Penalty 1795.661921 = -1193331.179525 nChanged 46 SP:Iteration 37Q (13346.883995 sec): 3 clusters Score: Raw -1195132.934007 + Penalty 1795.661921 = -1193337.272086 nChanged 42 SP:Iteration 38Q (13346.909772 sec): 3 clusters Score: Raw -1195138.694993 + Penalty 1795.661921 = -1193343.033072 nChanged 39 SP:Iteration 39Q (13346.935771 sec): 3 clusters Score: Raw -1195143.794706 + Penalty 1795.661921 = -1193348.132784 nChanged 39 SP:Iteration 40F (13346.962866 sec): 3 clusters Score: Raw -1195149.231229 + Penalty 1795.661921 = -1193353.569308 nChanged 35 SP:Iteration 41Q (13346.989035 sec): 3 clusters Score: Raw -1195154.626311 + Penalty 1795.661921 = -1193358.964390 nChanged 41 SP:Iteration 42Q (13347.015309 sec): 3 clusters Score: Raw -1195160.649093 + Penalty 1795.661921 = -1193364.987172 nChanged 44 SP:Iteration 43Q (13347.041474 sec): 3 clusters Score: Raw -1195166.355573 + Penalty 1795.661921 = -1193370.693652 nChanged 45 SP:Iteration 44Q (13347.067437 sec): 3 clusters Score: Raw -1195172.367990 + Penalty 1795.661921 = -1193376.706068 nChanged 41 SP:Iteration 45Q (13347.093515 sec): 3 clusters Score: Raw -1195178.198306 + Penalty 1795.661921 = -1193382.536385 nChanged 42 SP:Iteration 46Q (13347.119650 sec): 3 clusters Score: Raw -1195183.475349 + Penalty 1795.661921 = -1193387.813427 nChanged 41 SP:Iteration 47Q (13347.145907 sec): 3 clusters Score: Raw -1195187.794159 + Penalty 1795.661921 = -1193392.132238 nChanged 29 SP:Iteration 48Q (13347.172018 sec): 3 clusters Score: Raw -1195190.679064 + Penalty 1795.661921 = -1193395.017143 nChanged 25 SP:Iteration 49Q (13347.198044 sec): 3 clusters Score: Raw -1195193.185523 + Penalty 1795.661921 = -1193397.523601 nChanged 22 SP:Iteration 50Q (13347.224253 sec): 3 clusters Score: Raw -1195195.472292 + Penalty 1795.661921 = -1193399.810371 nChanged 25 SP:Iteration 51Q (13347.250259 sec): 3 clusters Score: Raw -1195198.182832 + Penalty 1795.661921 = -1193402.520910 nChanged 29 SP:Iteration 52Q (13347.276319 sec): 3 clusters Score: Raw -1195201.033811 + Penalty 1795.661921 = -1193405.371890 nChanged 25 SP:Iteration 53Q (13347.302324 sec): 3 clusters Score: Raw -1195204.144485 + Penalty 1795.661921 = -1193408.482564 nChanged 25 SP:Iteration 54Q (13347.328422 sec): 3 clusters Score: Raw -1195207.374349 + Penalty 1795.661921 = -1193411.712428 nChanged 31 SP:Iteration 55Q (13347.354435 sec): 3 clusters Score: Raw -1195211.509825 + Penalty 1795.661921 = -1193415.847903 nChanged 39 SP:Iteration 56Q (13347.380608 sec): 3 clusters Score: Raw -1195216.940804 + Penalty 1795.661921 = -1193421.278882 nChanged 33 SP:Iteration 57Q (13347.406758 sec): 3 clusters Score: Raw -1195221.259896 + Penalty 1795.661921 = -1193425.597974 nChanged 29 SP:Iteration 58Q (13347.432632 sec): 3 clusters Score: Raw -1195224.995145 + Penalty 1795.661921 = -1193429.333223 nChanged 38 SP:Iteration 59Q (13347.458570 sec): 3 clusters Score: Raw -1195229.641600 + Penalty 1795.661921 = -1193433.979679 nChanged 43 SP:Iteration 60F (13347.485545 sec): 3 clusters Score: Raw -1195236.165502 + Penalty 1795.661921 = -1193440.503580 nChanged 39 SP:Iteration 61Q (13347.511545 sec): 3 clusters Score: Raw -1195242.819876 + Penalty 1795.661921 = -1193447.157954 nChanged 41 SP:Iteration 62Q (13347.572938 sec): 3 clusters Score: Raw -1195248.658702 + Penalty 1795.661921 = -1193452.996781 nChanged 48 SP:Iteration 63Q (13347.598267 sec): 3 clusters Score: Raw -1195258.260364 + Penalty 1795.661921 = -1193462.598443 nChanged 54 SP:Iteration 64Q (13347.624111 sec): 3 clusters Score: Raw -1195268.905663 + Penalty 1795.661921 = -1193473.243741 nChanged 51 SP:Iteration 65Q (13347.684361 sec): 3 clusters Score: Raw -1195278.701234 + Penalty 1795.661921 = -1193483.039313 nChanged 53 SP:Iteration 66Q (13347.745993 sec): 3 clusters Score: Raw -1195288.167288 + Penalty 1795.661921 = -1193492.505367 nChanged 62 SP:Iteration 67Q (13347.782737 sec): 3 clusters Score: Raw -1195300.144070 + Penalty 1795.661921 = -1193504.482149 nChanged 65 SP:Iteration 68Q (13347.809004 sec): 3 clusters Score: Raw -1195313.914208 + Penalty 1795.661921 = -1193518.252287 nChanged 69 SP:Iteration 69Q (13347.834985 sec): 3 clusters Score: Raw -1195330.183243 + Penalty 1795.661921 = -1193534.521321 nChanged 84 SP:Iteration 70Q (13347.860901 sec): 3 clusters Score: Raw -1195350.462755 + Penalty 1795.661921 = -1193554.800834 nChanged 92 SP:Iteration 71Q (13347.886741 sec): 3 clusters Score: Raw -1195374.669950 + Penalty 1795.661921 = -1193579.008028 nChanged 80 SP:Iteration 72Q (13347.912711 sec): 3 clusters Score: Raw -1195393.389793 + Penalty 1795.661921 = -1193597.727871 nChanged 82 SP:Iteration 73Q (13347.938625 sec): 3 clusters Score: Raw -1195412.345723 + Penalty 1795.661921 = -1193616.683801 nChanged 79 SP:Iteration 74Q (13347.964540 sec): 3 clusters Score: Raw -1195430.033891 + Penalty 1795.661921 = -1193634.371969 nChanged 82 SP:Iteration 75Q (13347.990245 sec): 3 clusters Score: Raw -1195446.826209 + Penalty 1795.661921 = -1193651.164288 nChanged 65 SP:Iteration 76Q (13348.016012 sec): 3 clusters Score: Raw -1195459.829142 + Penalty 1795.661921 = -1193664.167221 nChanged 55 SP:Iteration 77Q (13348.041775 sec): 3 clusters Score: Raw -1195472.007515 + Penalty 1795.661921 = -1193676.345594 nChanged 52 SP:Iteration 78Q (13348.067259 sec): 3 clusters Score: Raw -1195484.078009 + Penalty 1795.661921 = -1193688.416088 nChanged 64 SP:Iteration 79Q (13348.092809 sec): 3 clusters Score: Raw -1195497.088982 + Penalty 1795.661921 = -1193701.427060 nChanged 59 SP:Iteration 80F (13348.119882 sec): 3 clusters Score: Raw -1195507.786605 + Penalty 1795.661921 = -1193712.124684 nChanged 51 SP:Iteration 81Q (13348.145489 sec): 3 clusters Score: Raw -1195515.930663 + Penalty 1795.661921 = -1193720.268741 nChanged 52 SP:Iteration 82Q (13348.171263 sec): 3 clusters Score: Raw -1195525.789259 + Penalty 1795.661921 = -1193730.127338 nChanged 50 SP:Iteration 83Q (13348.196950 sec): 3 clusters Score: Raw -1195534.966359 + Penalty 1795.661921 = -1193739.304438 nChanged 52 SP:Iteration 84Q (13348.222466 sec): 3 clusters Score: Raw -1195544.155510 + Penalty 1795.661921 = -1193748.493588 nChanged 54 SP:Iteration 85Q (13348.247846 sec): 3 clusters Score: Raw -1195555.288470 + Penalty 1795.661921 = -1193759.626549 nChanged 44 SP:Iteration 86Q (13348.273510 sec): 3 clusters Score: Raw -1195565.698301 + Penalty 1795.661921 = -1193770.036380 nChanged 45 SP:Iteration 87Q (13348.298923 sec): 3 clusters Score: Raw -1195577.822257 + Penalty 1795.661921 = -1193782.160336 nChanged 51 SP:Iteration 88Q (13348.324414 sec): 3 clusters Score: Raw -1195590.749568 + Penalty 1795.661921 = -1193795.087647 nChanged 58 SP:Iteration 89Q (13348.349814 sec): 3 clusters Score: Raw -1195603.522584 + Penalty 1795.661921 = -1193807.860663 nChanged 52 SP:Iteration 90Q (13348.375095 sec): 3 clusters Score: Raw -1195615.499148 + Penalty 1795.661921 = -1193819.837227 nChanged 50 SP:Iteration 91Q (13348.400518 sec): 3 clusters Score: Raw -1195626.131952 + Penalty 1795.661921 = -1193830.470031 nChanged 57 SP:Iteration 92Q (13348.425995 sec): 3 clusters Score: Raw -1195640.766244 + Penalty 1795.661921 = -1193845.104323 nChanged 48 SP:Iteration 93Q (13348.451175 sec): 3 clusters Score: Raw -1195652.558526 + Penalty 1795.661921 = -1193856.896605 nChanged 46 SP:Iteration 94Q (13348.476188 sec): 3 clusters Score: Raw -1195663.501750 + Penalty 1795.661921 = -1193867.839829 nChanged 58 SP:Iteration 95Q (13348.501471 sec): 3 clusters Score: Raw -1195677.050051 + Penalty 1795.661921 = -1193881.388129 nChanged 46 SP:Iteration 96Q (13348.526938 sec): 3 clusters Score: Raw -1195687.101984 + Penalty 1795.661921 = -1193891.440063 nChanged 50 SP:Iteration 97Q (13348.552453 sec): 3 clusters Score: Raw -1195702.653183 + Penalty 1795.661921 = -1193906.991262 nChanged 53 SP:Iteration 98Q (13348.577553 sec): 3 clusters Score: Raw -1195718.348860 + Penalty 1795.661921 = -1193922.686938 nChanged 57 SP:Iteration 99Q (13348.602847 sec): 3 clusters Score: Raw -1195734.882655 + Penalty 1795.661921 = -1193939.220733 nChanged 62 SP:Iteration 100F (13348.629803 sec): 3 clusters Score: Raw -1195753.146040 + Penalty 1795.661921 = -1193957.484119 nChanged 47 SP:Iteration 101Q (13348.654839 sec): 3 clusters Score: Raw -1195769.370690 + Penalty 1795.661921 = -1193973.708769 nChanged 45 SP:Iteration 102Q (13348.680068 sec): 3 clusters Score: Raw -1195784.319347 + Penalty 1795.661921 = -1193988.657426 nChanged 40 SP:Iteration 103Q (13348.704925 sec): 3 clusters Score: Raw -1195797.702950 + Penalty 1795.661921 = -1194002.041029 nChanged 42 SP:Iteration 104Q (13348.730092 sec): 3 clusters Score: Raw -1195812.193512 + Penalty 1795.661921 = -1194016.531591 nChanged 47 SP:Iteration 105Q (13348.755023 sec): 3 clusters Score: Raw -1195824.841939 + Penalty 1795.661921 = -1194029.180018 nChanged 44 SP:Iteration 106Q (13348.780145 sec): 3 clusters Score: Raw -1195839.105878 + Penalty 1795.661921 = -1194043.443957 nChanged 38 SP:Iteration 107Q (13348.805086 sec): 3 clusters Score: Raw -1195853.617191 + Penalty 1795.661921 = -1194057.955270 nChanged 44 SP:Iteration 108Q (13348.830158 sec): 3 clusters Score: Raw -1195872.461754 + Penalty 1795.661921 = -1194076.799833 nChanged 38 SP:Iteration 109Q (13348.855025 sec): 3 clusters Score: Raw -1195884.910650 + Penalty 1795.661921 = -1194089.248729 nChanged 30 SP:Iteration 110Q (13348.879820 sec): 3 clusters Score: Raw -1195891.464676 + Penalty 1795.661921 = -1194095.802754 nChanged 24 SP:Iteration 111Q (13348.904792 sec): 3 clusters Score: Raw -1195897.057361 + Penalty 1795.661921 = -1194101.395440 nChanged 16 SP:Iteration 112Q (13348.929572 sec): 3 clusters Score: Raw -1195901.861822 + Penalty 1795.661921 = -1194106.199901 nChanged 12 SP:Iteration 113Q (13348.954565 sec): 3 clusters Score: Raw -1195906.054934 + Penalty 1795.661921 = -1194110.393013 nChanged 13 SP:Iteration 114Q (13348.979379 sec): 3 clusters Score: Raw -1195910.350412 + Penalty 1795.661921 = -1194114.688491 nChanged 8 SP:Iteration 115Q (13349.004393 sec): 3 clusters Score: Raw -1195912.984349 + Penalty 1795.661921 = -1194117.322428 nChanged 7 SP:Iteration 116Q (13349.029381 sec): 3 clusters Score: Raw -1195914.520455 + Penalty 1795.661921 = -1194118.858533 nChanged 8 SP:Iteration 117Q (13349.054437 sec): 3 clusters Score: Raw -1195918.050675 + Penalty 1795.661921 = -1194122.388753 nChanged 8 SP:Iteration 118Q (13349.079564 sec): 3 clusters Score: Raw -1195921.645160 + Penalty 1795.661921 = -1194125.983238 nChanged 7 SP:Iteration 119Q (13349.104279 sec): 3 clusters Score: Raw -1195923.143287 + Penalty 1795.661921 = -1194127.481365 nChanged 6 SP:Iteration 120F (13349.131204 sec): 3 clusters Score: Raw -1195925.808822 + Penalty 1795.661921 = -1194130.146900 nChanged 10 SP:Iteration 121Q (13349.155849 sec): 3 clusters Score: Raw -1195929.152243 + Penalty 1795.661921 = -1194133.490322 nChanged 9 SP:Iteration 122Q (13349.180519 sec): 3 clusters Score: Raw -1195932.664930 + Penalty 1795.661921 = -1194137.003009 nChanged 11 SP:Iteration 123Q (13349.205607 sec): 3 clusters Score: Raw -1195935.908226 + Penalty 1795.661921 = -1194140.246304 nChanged 9 SP:Iteration 124Q (13349.230740 sec): 3 clusters Score: Raw -1195938.588165 + Penalty 1795.661921 = -1194142.926244 nChanged 8 SP:Iteration 125Q (13349.255538 sec): 3 clusters Score: Raw -1195940.844376 + Penalty 1795.661921 = -1194145.182455 nChanged 7 SP:Iteration 126Q (13349.280504 sec): 3 clusters Score: Raw -1195942.192212 + Penalty 1795.661921 = -1194146.530290 nChanged 5 SP:Iteration 127Q (13349.305480 sec): 3 clusters Score: Raw -1195943.612563 + Penalty 1795.661921 = -1194147.950641 nChanged 2 SP:Iteration 128Q (13349.330129 sec): 3 clusters Score: Raw -1195944.108212 + Penalty 1795.661921 = -1194148.446291 nChanged 3 SP:Iteration 129Q (13349.354956 sec): 3 clusters Score: Raw -1195944.759004 + Penalty 1795.661921 = -1194149.097083 nChanged 2 SP:Iteration 130Q (13349.379923 sec): 3 clusters Score: Raw -1195944.934370 + Penalty 1795.661921 = -1194149.272449 nChanged 1 SP:Iteration 131Q (13349.404760 sec): 3 clusters Score: Raw -1195945.022933 + Penalty 1795.661921 = -1194149.361012 nChanged 0 SP:Iteration 132F (13349.431549 sec): 3 clusters Score: Raw -1195945.022933 + Penalty 1795.661921 = -1194149.361012 nChanged 0 Trying to split cluster 35 (7293 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13349.451073 sec): 2 clusters Score: Raw -699809.007204 + Penalty 844.993675 = -698964.013529 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13349.472988 sec): 3 clusters Score: Raw -695579.825769 + Penalty 1689.987350 = -693889.838419 nChanged 3218 SP:Iteration 1F (13349.494075 sec): 3 clusters Score: Raw -697398.511829 + Penalty 1689.987350 = -695708.524479 nChanged 475 SP:Iteration 2F (13349.515121 sec): 3 clusters Score: Raw -697623.859166 + Penalty 1689.987350 = -695933.871816 nChanged 426 SP:Iteration 3F (13349.535991 sec): 3 clusters Score: Raw -697817.937916 + Penalty 1689.987350 = -696127.950566 nChanged 370 SP:Iteration 4F (13349.556965 sec): 3 clusters Score: Raw -698009.695492 + Penalty 1689.987350 = -696319.708142 nChanged 390 SP:Iteration 5F (13349.578074 sec): 3 clusters Score: Raw -698230.068623 + Penalty 1689.987350 = -696540.081274 nChanged 366 SP:Iteration 6F (13349.599352 sec): 3 clusters Score: Raw -698461.725126 + Penalty 1689.987350 = -696771.737776 nChanged 382 SP:Iteration 7F (13349.620201 sec): 3 clusters Score: Raw -698727.706256 + Penalty 1689.987350 = -697037.718906 nChanged 342 SP:Iteration 8Q (13349.641344 sec): 3 clusters Score: Raw -698953.383063 + Penalty 1689.987350 = -697263.395713 nChanged 276 SP:Iteration 9Q (13349.662435 sec): 3 clusters Score: Raw -699141.379396 + Penalty 1689.987350 = -697451.392046 nChanged 257 SP:Iteration 10Q (13349.683820 sec): 3 clusters Score: Raw -699338.843748 + Penalty 1689.987350 = -697648.856399 nChanged 198 SP:Iteration 11Q (13349.704830 sec): 3 clusters Score: Raw -699512.155024 + Penalty 1689.987350 = -697822.167674 nChanged 168 SP:Iteration 12Q (13349.725455 sec): 3 clusters Score: Raw -699658.961164 + Penalty 1689.987350 = -697968.973814 nChanged 117 SP:Iteration 13Q (13349.745916 sec): 3 clusters Score: Raw -699760.601433 + Penalty 1689.987350 = -698070.614084 nChanged 106 SP:Iteration 14Q (13349.766059 sec): 3 clusters Score: Raw -699842.122543 + Penalty 1689.987350 = -698152.135193 nChanged 82 SP:Iteration 15Q (13349.786122 sec): 3 clusters Score: Raw -699890.129044 + Penalty 1689.987350 = -698200.141694 nChanged 55 SP:Iteration 16Q (13349.806140 sec): 3 clusters Score: Raw -699912.457057 + Penalty 1689.987350 = -698222.469707 nChanged 34 SP:Iteration 17Q (13349.825950 sec): 3 clusters Score: Raw -699925.895150 + Penalty 1689.987350 = -698235.907800 nChanged 35 SP:Iteration 18Q (13349.846049 sec): 3 clusters Score: Raw -699936.551176 + Penalty 1689.987350 = -698246.563826 nChanged 18 SP:Iteration 19Q (13349.865686 sec): 3 clusters Score: Raw -699942.120317 + Penalty 1689.987350 = -698252.132967 nChanged 16 SP:Iteration 20F (13349.886832 sec): 3 clusters Score: Raw -699947.629143 + Penalty 1689.987350 = -698257.641793 nChanged 15 SP:Iteration 21Q (13349.906510 sec): 3 clusters Score: Raw -699951.721676 + Penalty 1689.987350 = -698261.734326 nChanged 11 SP:Iteration 22Q (13349.926265 sec): 3 clusters Score: Raw -699954.726699 + Penalty 1689.987350 = -698264.739349 nChanged 14 SP:Iteration 23Q (13349.946103 sec): 3 clusters Score: Raw -699958.789648 + Penalty 1689.987350 = -698268.802298 nChanged 14 SP:Iteration 24Q (13349.965936 sec): 3 clusters Score: Raw -699962.469853 + Penalty 1689.987350 = -698272.482503 nChanged 11 SP:Iteration 25Q (13349.985637 sec): 3 clusters Score: Raw -699965.464711 + Penalty 1689.987350 = -698275.477361 nChanged 12 SP:Iteration 26Q (13350.005341 sec): 3 clusters Score: Raw -699970.127318 + Penalty 1689.987350 = -698280.139968 nChanged 14 SP:Iteration 27Q (13350.025146 sec): 3 clusters Score: Raw -699973.888730 + Penalty 1689.987350 = -698283.901380 nChanged 12 SP:Iteration 28Q (13350.045172 sec): 3 clusters Score: Raw -699977.727455 + Penalty 1689.987350 = -698287.740105 nChanged 15 SP:Iteration 29Q (13350.064913 sec): 3 clusters Score: Raw -699981.723238 + Penalty 1689.987350 = -698291.735888 nChanged 8 SP:Iteration 30Q (13350.084561 sec): 3 clusters Score: Raw -699985.036955 + Penalty 1689.987350 = -698295.049605 nChanged 10 SP:Iteration 31Q (13350.104235 sec): 3 clusters Score: Raw -699987.134383 + Penalty 1689.987350 = -698297.147033 nChanged 8 SP:Iteration 32Q (13350.124066 sec): 3 clusters Score: Raw -699988.654999 + Penalty 1689.987350 = -698298.667649 nChanged 2 SP:Iteration 33Q (13350.143634 sec): 3 clusters Score: Raw -699989.499957 + Penalty 1689.987350 = -698299.512607 nChanged 5 SP:Iteration 34Q (13350.163178 sec): 3 clusters Score: Raw -699990.852582 + Penalty 1689.987350 = -698300.865232 nChanged 4 SP:Iteration 35Q (13350.182828 sec): 3 clusters Score: Raw -699992.384567 + Penalty 1689.987350 = -698302.397217 nChanged 4 SP:Iteration 36Q (13350.202749 sec): 3 clusters Score: Raw -699993.775307 + Penalty 1689.987350 = -698303.787957 nChanged 5 SP:Iteration 37Q (13350.222390 sec): 3 clusters Score: Raw -699995.738291 + Penalty 1689.987350 = -698305.750941 nChanged 9 SP:Iteration 38Q (13350.242047 sec): 3 clusters Score: Raw -699998.896525 + Penalty 1689.987350 = -698308.909176 nChanged 12 SP:Iteration 39Q (13350.261586 sec): 3 clusters Score: Raw -700003.099001 + Penalty 1689.987350 = -698313.111651 nChanged 12 SP:Iteration 40F (13350.282749 sec): 3 clusters Score: Raw -700007.243320 + Penalty 1689.987350 = -698317.255970 nChanged 11 SP:Iteration 41Q (13350.302348 sec): 3 clusters Score: Raw -700011.601540 + Penalty 1689.987350 = -698321.614190 nChanged 15 SP:Iteration 42Q (13350.322111 sec): 3 clusters Score: Raw -700015.913739 + Penalty 1689.987350 = -698325.926389 nChanged 9 SP:Iteration 43Q (13350.341726 sec): 3 clusters Score: Raw -700018.859697 + Penalty 1689.987350 = -698328.872347 nChanged 4 SP:Iteration 44Q (13350.361339 sec): 3 clusters Score: Raw -700020.366680 + Penalty 1689.987350 = -698330.379330 nChanged 8 SP:Iteration 45Q (13350.380911 sec): 3 clusters Score: Raw -700023.294884 + Penalty 1689.987350 = -698333.307534 nChanged 8 SP:Iteration 46Q (13350.400499 sec): 3 clusters Score: Raw -700025.608739 + Penalty 1689.987350 = -698335.621389 nChanged 8 SP:Iteration 47Q (13350.419907 sec): 3 clusters Score: Raw -700029.100802 + Penalty 1689.987350 = -698339.113452 nChanged 4 SP:Iteration 48Q (13350.439613 sec): 3 clusters Score: Raw -700030.020214 + Penalty 1689.987350 = -698340.032864 nChanged 5 SP:Iteration 49Q (13350.459438 sec): 3 clusters Score: Raw -700030.809779 + Penalty 1689.987350 = -698340.822429 nChanged 2 SP:Iteration 50Q (13350.478838 sec): 3 clusters Score: Raw -700031.017023 + Penalty 1689.987350 = -698341.029673 nChanged 3 SP:Iteration 51Q (13350.498482 sec): 3 clusters Score: Raw -700031.923535 + Penalty 1689.987350 = -698341.936185 nChanged 4 SP:Iteration 52Q (13350.518187 sec): 3 clusters Score: Raw -700032.843603 + Penalty 1689.987350 = -698342.856253 nChanged 4 SP:Iteration 53Q (13350.537553 sec): 3 clusters Score: Raw -700033.595159 + Penalty 1689.987350 = -698343.607809 nChanged 3 SP:Iteration 54Q (13350.556988 sec): 3 clusters Score: Raw -700033.990863 + Penalty 1689.987350 = -698344.003513 nChanged 0 SP:Iteration 55F (13350.578226 sec): 3 clusters Score: Raw -700033.990863 + Penalty 1689.987350 = -698344.003513 nChanged 0 Trying to split cluster 36 (3707 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13350.594914 sec): 2 clusters Score: Raw -328081.416663 + Penalty 780.707929 = -327300.708734 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13350.609393 sec): 3 clusters Score: Raw -326159.148056 + Penalty 1561.415859 = -324597.732198 nChanged 1507 SP:Iteration 1F (13350.622588 sec): 3 clusters Score: Raw -327031.848622 + Penalty 1561.415859 = -325470.432763 nChanged 302 SP:Iteration 2F (13350.635851 sec): 3 clusters Score: Raw -327237.845261 + Penalty 1561.415859 = -325676.429402 nChanged 261 SP:Iteration 3F (13350.649098 sec): 3 clusters Score: Raw -327431.478430 + Penalty 1561.415859 = -325870.062571 nChanged 243 SP:Iteration 4F (13350.662340 sec): 3 clusters Score: Raw -327609.046814 + Penalty 1561.415859 = -326047.630955 nChanged 216 SP:Iteration 5F (13350.675540 sec): 3 clusters Score: Raw -327776.736931 + Penalty 1561.415859 = -326215.321072 nChanged 195 SP:Iteration 6F (13350.688768 sec): 3 clusters Score: Raw -327924.846657 + Penalty 1561.415859 = -326363.430799 nChanged 152 SP:Iteration 7Q (13350.701822 sec): 3 clusters Score: Raw -328043.406076 + Penalty 1561.415859 = -326481.990217 nChanged 97 SP:Iteration 8Q (13350.714876 sec): 3 clusters Score: Raw -328111.664887 + Penalty 1561.415859 = -326550.249029 nChanged 79 SP:Iteration 9Q (13350.727883 sec): 3 clusters Score: Raw -328164.070489 + Penalty 1561.415859 = -326602.654630 nChanged 60 SP:Iteration 10Q (13350.740932 sec): 3 clusters Score: Raw -328203.948288 + Penalty 1561.415859 = -326642.532430 nChanged 55 SP:Iteration 11Q (13350.753997 sec): 3 clusters Score: Raw -328239.465936 + Penalty 1561.415859 = -326678.050077 nChanged 48 SP:Iteration 12Q (13350.766950 sec): 3 clusters Score: Raw -328268.382237 + Penalty 1561.415859 = -326706.966378 nChanged 31 SP:Iteration 13Q (13350.779878 sec): 3 clusters Score: Raw -328286.132619 + Penalty 1561.415859 = -326724.716760 nChanged 21 SP:Iteration 14Q (13350.792718 sec): 3 clusters Score: Raw -328294.428654 + Penalty 1561.415859 = -326733.012795 nChanged 13 SP:Iteration 15Q (13350.805474 sec): 3 clusters Score: Raw -328299.083115 + Penalty 1561.415859 = -326737.667256 nChanged 9 SP:Iteration 16Q (13350.818264 sec): 3 clusters Score: Raw -328301.780494 + Penalty 1561.415859 = -326740.364636 nChanged 8 SP:Iteration 17Q (13350.831023 sec): 3 clusters Score: Raw -328304.579452 + Penalty 1561.415859 = -326743.163593 nChanged 4 SP:Iteration 18Q (13350.843763 sec): 3 clusters Score: Raw -328306.603550 + Penalty 1561.415859 = -326745.187691 nChanged 5 SP:Iteration 19Q (13350.856616 sec): 3 clusters Score: Raw -328309.052780 + Penalty 1561.415859 = -326747.636921 nChanged 4 SP:Iteration 20F (13350.869760 sec): 3 clusters Score: Raw -328310.785631 + Penalty 1561.415859 = -326749.369772 nChanged 5 SP:Iteration 21Q (13350.882550 sec): 3 clusters Score: Raw -328312.529596 + Penalty 1561.415859 = -326751.113737 nChanged 6 SP:Iteration 22Q (13350.895272 sec): 3 clusters Score: Raw -328314.188280 + Penalty 1561.415859 = -326752.772421 nChanged 3 SP:Iteration 23Q (13350.907992 sec): 3 clusters Score: Raw -328315.058567 + Penalty 1561.415859 = -326753.642709 nChanged 3 SP:Iteration 24Q (13350.920705 sec): 3 clusters Score: Raw -328315.708374 + Penalty 1561.415859 = -326754.292515 nChanged 3 SP:Iteration 25Q (13350.933388 sec): 3 clusters Score: Raw -328316.174641 + Penalty 1561.415859 = -326754.758782 nChanged 1 SP:Iteration 26Q (13350.946108 sec): 3 clusters Score: Raw -328316.475277 + Penalty 1561.415859 = -326755.059419 nChanged 3 SP:Iteration 27Q (13350.958745 sec): 3 clusters Score: Raw -328317.744333 + Penalty 1561.415859 = -326756.328474 nChanged 5 SP:Iteration 28Q (13350.971332 sec): 3 clusters Score: Raw -328322.433491 + Penalty 1561.415859 = -326761.017633 nChanged 8 SP:Iteration 29Q (13350.984005 sec): 3 clusters Score: Raw -328325.198615 + Penalty 1561.415859 = -326763.782756 nChanged 4 SP:Iteration 30Q (13350.996674 sec): 3 clusters Score: Raw -328326.906640 + Penalty 1561.415859 = -326765.490782 nChanged 1 SP:Iteration 31Q (13351.009432 sec): 3 clusters Score: Raw -328327.307983 + Penalty 1561.415859 = -326765.892125 nChanged 1 SP:Iteration 32Q (13351.022077 sec): 3 clusters Score: Raw -328328.215211 + Penalty 1561.415859 = -326766.799353 nChanged 3 SP:Iteration 33Q (13351.034769 sec): 3 clusters Score: Raw -328329.494224 + Penalty 1561.415859 = -326768.078365 nChanged 0 SP:Iteration 34F (13351.047931 sec): 3 clusters Score: Raw -328329.494224 + Penalty 1561.415859 = -326768.078365 nChanged 0 Trying to split cluster 37 (135734 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13351.193954 sec): 2 clusters Score: Raw -13003280.002264 + Penalty 1122.752975 = -13002157.249290 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13351.367921 sec): 3 clusters Score: Raw -12912886.696738 + Penalty 2245.505950 = -12910641.190788 nChanged 65997 SP:Iteration 1F (13351.538679 sec): 3 clusters Score: Raw -12954925.834068 + Penalty 2245.505950 = -12952680.328118 nChanged 6284 SP:Iteration 2Q (13351.733241 sec): 3 clusters Score: Raw -12957358.620081 + Penalty 2245.505950 = -12955113.114131 nChanged 6888 SP:Iteration 3F (13351.904647 sec): 3 clusters Score: Raw -12960629.393538 + Penalty 2245.505950 = -12958383.887588 nChanged 7966 SP:Iteration 4F (13352.075395 sec): 3 clusters Score: Raw -12965387.259641 + Penalty 2245.505950 = -12963141.753691 nChanged 9284 SP:Iteration 5F (13352.246495 sec): 3 clusters Score: Raw -12971832.135357 + Penalty 2245.505950 = -12969586.629407 nChanged 9489 SP:Iteration 6F (13352.417918 sec): 3 clusters Score: Raw -12979249.106987 + Penalty 2245.505950 = -12977003.601037 nChanged 8737 SP:Iteration 7F (13352.586568 sec): 3 clusters Score: Raw -12986537.940851 + Penalty 2245.505950 = -12984292.434901 nChanged 6907 SP:Iteration 8F (13352.758214 sec): 3 clusters Score: Raw -12992404.865616 + Penalty 2245.505950 = -12990159.359667 nChanged 4891 SP:Iteration 9Q (13352.925286 sec): 3 clusters Score: Raw -12996586.369052 + Penalty 2245.505950 = -12994340.863102 nChanged 3292 SP:Iteration 10Q (13353.085265 sec): 3 clusters Score: Raw -12999330.779385 + Penalty 2245.505950 = -12997085.273436 nChanged 2100 SP:Iteration 11Q (13353.238866 sec): 3 clusters Score: Raw -13000914.239095 + Penalty 2245.505950 = -12998668.733145 nChanged 1354 SP:Iteration 12Q (13353.387691 sec): 3 clusters Score: Raw -13001815.786488 + Penalty 2245.505950 = -12999570.280539 nChanged 977 SP:Iteration 13Q (13353.534386 sec): 3 clusters Score: Raw -13002381.059966 + Penalty 2245.505950 = -13000135.554017 nChanged 700 SP:Iteration 14Q (13353.678053 sec): 3 clusters Score: Raw -13002731.946740 + Penalty 2245.505950 = -13000486.440790 nChanged 495 SP:Iteration 15Q (13353.820179 sec): 3 clusters Score: Raw -13002977.819049 + Penalty 2245.505950 = -13000732.313099 nChanged 414 SP:Iteration 16Q (13353.961872 sec): 3 clusters Score: Raw -13003173.577859 + Penalty 2245.505950 = -13000928.071909 nChanged 353 SP:Iteration 17Q (13354.102687 sec): 3 clusters Score: Raw -13003318.433664 + Penalty 2245.505950 = -13001072.927714 nChanged 258 SP:Iteration 18Q (13354.243398 sec): 3 clusters Score: Raw -13003415.566728 + Penalty 2245.505950 = -13001170.060778 nChanged 203 SP:Iteration 19Q (13354.383557 sec): 3 clusters Score: Raw -13003485.821174 + Penalty 2245.505950 = -13001240.315224 nChanged 166 SP:Iteration 20F (13354.552668 sec): 3 clusters Score: Raw -13003546.000616 + Penalty 2245.505950 = -13001300.494666 nChanged 140 SP:Iteration 21Q (13354.692649 sec): 3 clusters Score: Raw -13003598.389858 + Penalty 2245.505950 = -13001352.883909 nChanged 121 SP:Iteration 22Q (13354.832940 sec): 3 clusters Score: Raw -13003632.718997 + Penalty 2245.505950 = -13001387.213047 nChanged 96 SP:Iteration 23Q (13354.974084 sec): 3 clusters Score: Raw -13003659.280854 + Penalty 2245.505950 = -13001413.774904 nChanged 78 SP:Iteration 24Q (13355.114376 sec): 3 clusters Score: Raw -13003683.323060 + Penalty 2245.505950 = -13001437.817110 nChanged 74 SP:Iteration 25Q (13355.254133 sec): 3 clusters Score: Raw -13003705.736590 + Penalty 2245.505950 = -13001460.230641 nChanged 69 SP:Iteration 26Q (13355.393479 sec): 3 clusters Score: Raw -13003723.785837 + Penalty 2245.505950 = -13001478.279887 nChanged 47 SP:Iteration 27Q (13355.532969 sec): 3 clusters Score: Raw -13003732.579370 + Penalty 2245.505950 = -13001487.073420 nChanged 26 SP:Iteration 28Q (13355.672046 sec): 3 clusters Score: Raw -13003737.018336 + Penalty 2245.505950 = -13001491.512386 nChanged 19 SP:Iteration 29Q (13355.811416 sec): 3 clusters Score: Raw -13003740.749978 + Penalty 2245.505950 = -13001495.244029 nChanged 15 SP:Iteration 30Q (13355.955663 sec): 3 clusters Score: Raw -13003743.668028 + Penalty 2245.505950 = -13001498.162078 nChanged 18 SP:Iteration 31Q (13356.094763 sec): 3 clusters Score: Raw -13003747.031894 + Penalty 2245.505950 = -13001501.525944 nChanged 22 SP:Iteration 32Q (13356.233977 sec): 3 clusters Score: Raw -13003750.778591 + Penalty 2245.505950 = -13001505.272641 nChanged 18 SP:Iteration 33Q (13356.373106 sec): 3 clusters Score: Raw -13003753.284464 + Penalty 2245.505950 = -13001507.778514 nChanged 12 SP:Iteration 34Q (13356.512498 sec): 3 clusters Score: Raw -13003754.832765 + Penalty 2245.505950 = -13001509.326816 nChanged 13 SP:Iteration 35Q (13356.651930 sec): 3 clusters Score: Raw -13003756.766923 + Penalty 2245.505950 = -13001511.260973 nChanged 14 SP:Iteration 36Q (13356.791024 sec): 3 clusters Score: Raw -13003758.562898 + Penalty 2245.505950 = -13001513.056948 nChanged 6 SP:Iteration 37Q (13356.930105 sec): 3 clusters Score: Raw -13003759.068404 + Penalty 2245.505950 = -13001513.562454 nChanged 3 SP:Iteration 38Q (13357.069257 sec): 3 clusters Score: Raw -13003759.284030 + Penalty 2245.505950 = -13001513.778080 nChanged 0 SP:Iteration 39F (13357.237954 sec): 3 clusters Score: Raw -13003759.284030 + Penalty 2245.505950 = -13001513.778080 nChanged 0 Trying to split cluster 38 (294815 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13357.479531 sec): 2 clusters Score: Raw -28103248.579269 + Penalty 1196.439815 = -28102052.139453 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13357.841707 sec): 3 clusters Score: Raw -27903837.891414 + Penalty 2392.879631 = -27901445.011783 nChanged 144619 SP:Iteration 1F (13358.197674 sec): 3 clusters Score: Raw -27996270.245285 + Penalty 2392.879631 = -27993877.365654 nChanged 13028 SP:Iteration 2Q (13358.578014 sec): 3 clusters Score: Raw -28001723.172496 + Penalty 2392.879631 = -27999330.292866 nChanged 15460 SP:Iteration 3F (13358.933589 sec): 3 clusters Score: Raw -28010183.141294 + Penalty 2392.879631 = -28007790.261663 nChanged 18233 SP:Iteration 4F (13359.289785 sec): 3 clusters Score: Raw -28022472.966374 + Penalty 2392.879631 = -28020080.086744 nChanged 19661 SP:Iteration 5F (13359.645416 sec): 3 clusters Score: Raw -28037146.396441 + Penalty 2392.879631 = -28034753.516810 nChanged 18418 SP:Iteration 6F (13360.000931 sec): 3 clusters Score: Raw -28049817.721636 + Penalty 2392.879631 = -28047424.842005 nChanged 14371 SP:Iteration 7Q (13360.369694 sec): 3 clusters Score: Raw -28056808.761937 + Penalty 2392.879631 = -28054415.882307 nChanged 9238 SP:Iteration 8Q (13360.730295 sec): 3 clusters Score: Raw -28059963.424612 + Penalty 2392.879631 = -28057570.544982 nChanged 6357 SP:Iteration 9Q (13361.087710 sec): 3 clusters Score: Raw -28061904.648253 + Penalty 2392.879631 = -28059511.768622 nChanged 5615 SP:Iteration 10Q (13361.441328 sec): 3 clusters Score: Raw -28063685.066053 + Penalty 2392.879631 = -28061292.186422 nChanged 5737 SP:Iteration 11Q (13361.792796 sec): 3 clusters Score: Raw -28065574.682243 + Penalty 2392.879631 = -28063181.802612 nChanged 5974 SP:Iteration 12Q (13362.140242 sec): 3 clusters Score: Raw -28067700.511322 + Penalty 2392.879631 = -28065307.631691 nChanged 6161 SP:Iteration 13Q (13362.485444 sec): 3 clusters Score: Raw -28070050.934743 + Penalty 2392.879631 = -28067658.055112 nChanged 6205 SP:Iteration 14Q (13362.827783 sec): 3 clusters Score: Raw -28072574.566208 + Penalty 2392.879631 = -28070181.686577 nChanged 6249 SP:Iteration 15Q (13363.166925 sec): 3 clusters Score: Raw -28075290.472812 + Penalty 2392.879631 = -28072897.593181 nChanged 6237 SP:Iteration 16Q (13363.500296 sec): 3 clusters Score: Raw -28078264.751413 + Penalty 2392.879631 = -28075871.871782 nChanged 6179 SP:Iteration 17Q (13363.830224 sec): 3 clusters Score: Raw -28081509.213013 + Penalty 2392.879631 = -28079116.333382 nChanged 5990 SP:Iteration 18Q (13364.155464 sec): 3 clusters Score: Raw -28084921.666000 + Penalty 2392.879631 = -28082528.786369 nChanged 5605 SP:Iteration 19Q (13364.474388 sec): 3 clusters Score: Raw -28088288.395267 + Penalty 2392.879631 = -28085895.515636 nChanged 4910 SP:Iteration 20F (13364.830085 sec): 3 clusters Score: Raw -28091345.589484 + Penalty 2392.879631 = -28088952.709853 nChanged 4201 SP:Iteration 21Q (13365.136835 sec): 3 clusters Score: Raw -28094070.397924 + Penalty 2392.879631 = -28091677.518293 nChanged 3570 SP:Iteration 22Q (13365.442804 sec): 3 clusters Score: Raw -28096490.336254 + Penalty 2392.879631 = -28094097.456623 nChanged 2867 SP:Iteration 23Q (13365.737258 sec): 3 clusters Score: Raw -28098447.481303 + Penalty 2392.879631 = -28096054.601672 nChanged 2258 SP:Iteration 24Q (13366.028683 sec): 3 clusters Score: Raw -28099985.433857 + Penalty 2392.879631 = -28097592.554226 nChanged 1714 SP:Iteration 25Q (13366.318625 sec): 3 clusters Score: Raw -28101124.609652 + Penalty 2392.879631 = -28098731.730021 nChanged 1227 SP:Iteration 26Q (13366.605593 sec): 3 clusters Score: Raw -28101911.209492 + Penalty 2392.879631 = -28099518.329861 nChanged 807 SP:Iteration 27Q (13366.891559 sec): 3 clusters Score: Raw -28102421.015941 + Penalty 2392.879631 = -28100028.136310 nChanged 558 SP:Iteration 28Q (13367.176674 sec): 3 clusters Score: Raw -28102758.686967 + Penalty 2392.879631 = -28100365.807336 nChanged 361 SP:Iteration 29Q (13367.461326 sec): 3 clusters Score: Raw -28102963.223660 + Penalty 2392.879631 = -28100570.344029 nChanged 244 SP:Iteration 30Q (13367.745724 sec): 3 clusters Score: Raw -28103099.357443 + Penalty 2392.879631 = -28100706.477812 nChanged 176 SP:Iteration 31Q (13368.029793 sec): 3 clusters Score: Raw -28103200.408377 + Penalty 2392.879631 = -28100807.528746 nChanged 122 SP:Iteration 32Q (13368.313076 sec): 3 clusters Score: Raw -28103268.229888 + Penalty 2392.879631 = -28100875.350258 nChanged 89 SP:Iteration 33Q (13368.596419 sec): 3 clusters Score: Raw -28103317.228438 + Penalty 2392.879631 = -28100924.348807 nChanged 57 SP:Iteration 34Q (13368.880806 sec): 3 clusters Score: Raw -28103344.495519 + Penalty 2392.879631 = -28100951.615888 nChanged 46 SP:Iteration 35Q (13369.165897 sec): 3 clusters Score: Raw -28103365.873191 + Penalty 2392.879631 = -28100972.993560 nChanged 26 SP:Iteration 36Q (13369.450827 sec): 3 clusters Score: Raw -28103378.889943 + Penalty 2392.879631 = -28100986.010312 nChanged 26 SP:Iteration 37Q (13369.735841 sec): 3 clusters Score: Raw -28103395.000862 + Penalty 2392.879631 = -28101002.121231 nChanged 24 SP:Iteration 38Q (13370.019401 sec): 3 clusters Score: Raw -28103405.874315 + Penalty 2392.879631 = -28101012.994685 nChanged 19 SP:Iteration 39Q (13370.302908 sec): 3 clusters Score: Raw -28103415.930728 + Penalty 2392.879631 = -28101023.051098 nChanged 17 SP:Iteration 40F (13370.654011 sec): 3 clusters Score: Raw -28103423.716252 + Penalty 2392.879631 = -28101030.836621 nChanged 17 SP:Iteration 41Q (13370.937288 sec): 3 clusters Score: Raw -28103429.835855 + Penalty 2392.879631 = -28101036.956224 nChanged 16 SP:Iteration 42Q (13371.223507 sec): 3 clusters Score: Raw -28103436.619810 + Penalty 2392.879631 = -28101043.740179 nChanged 15 SP:Iteration 43Q (13371.532528 sec): 3 clusters Score: Raw -28103444.202580 + Penalty 2392.879631 = -28101051.322949 nChanged 10 SP:Iteration 44Q (13371.816177 sec): 3 clusters Score: Raw -28103450.076973 + Penalty 2392.879631 = -28101057.197342 nChanged 6 SP:Iteration 45Q (13372.099970 sec): 3 clusters Score: Raw -28103452.786347 + Penalty 2392.879631 = -28101059.906716 nChanged 9 SP:Iteration 46Q (13372.384959 sec): 3 clusters Score: Raw -28103457.859043 + Penalty 2392.879631 = -28101064.979412 nChanged 11 SP:Iteration 47Q (13372.668411 sec): 3 clusters Score: Raw -28103463.284789 + Penalty 2392.879631 = -28101070.405158 nChanged 7 SP:Iteration 48Q (13372.952147 sec): 3 clusters Score: Raw -28103466.214403 + Penalty 2392.879631 = -28101073.334772 nChanged 7 SP:Iteration 49Q (13373.235948 sec): 3 clusters Score: Raw -28103468.259803 + Penalty 2392.879631 = -28101075.380172 nChanged 6 SP:Iteration 50Q (13373.519371 sec): 3 clusters Score: Raw -28103470.298577 + Penalty 2392.879631 = -28101077.418946 nChanged 4 SP:Iteration 51Q (13373.802773 sec): 3 clusters Score: Raw -28103471.693661 + Penalty 2392.879631 = -28101078.814030 nChanged 4 SP:Iteration 52Q (13374.086306 sec): 3 clusters Score: Raw -28103472.588102 + Penalty 2392.879631 = -28101079.708472 nChanged 1 SP:Iteration 53Q (13374.369932 sec): 3 clusters Score: Raw -28103472.788855 + Penalty 2392.879631 = -28101079.909225 nChanged 2 SP:Iteration 54Q (13374.653179 sec): 3 clusters Score: Raw -28103473.623687 + Penalty 2392.879631 = -28101080.744056 nChanged 1 SP:Iteration 55Q (13374.936999 sec): 3 clusters Score: Raw -28103473.855102 + Penalty 2392.879631 = -28101080.975471 nChanged 1 SP:Iteration 56Q (13375.220517 sec): 3 clusters Score: Raw -28103474.093980 + Penalty 2392.879631 = -28101081.214349 nChanged 0 SP:Iteration 57F (13375.572616 sec): 3 clusters Score: Raw -28103474.093980 + Penalty 2392.879631 = -28101081.214349 nChanged 0 Iteration 259Q (13384.273923 sec): 39 clusters Score: Raw -89556323.673817 + Penalty 49805.239891 = -89506518.433926 nChanged 957 Iteration 260F (13402.141925 sec): 39 clusters Score: Raw -89556367.051793 + Penalty 49805.239891 = -89506561.811902 nChanged 966 Iteration 261Q (13410.875494 sec): 39 clusters Score: Raw -89556409.494563 + Penalty 49805.239891 = -89506604.254672 nChanged 914 Iteration 262Q (13419.608641 sec): 39 clusters Score: Raw -89556447.423280 + Penalty 49805.239891 = -89506642.183389 nChanged 810 Iteration 263Q (13428.338827 sec): 39 clusters Score: Raw -89556480.454915 + Penalty 49805.239891 = -89506675.215024 nChanged 766 Iteration 264Q (13437.072046 sec): 39 clusters Score: Raw -89556511.979582 + Penalty 49805.239891 = -89506706.739691 nChanged 761 Iteration 265Q (13445.823813 sec): 39 clusters Score: Raw -89556544.396739 + Penalty 49805.239891 = -89506739.156848 nChanged 763 Iteration 266Q (13454.554333 sec): 39 clusters Score: Raw -89556576.417634 + Penalty 49805.239891 = -89506771.177743 nChanged 760 Iteration 267Q (13463.285547 sec): 39 clusters Score: Raw -89556612.984102 + Penalty 49805.239891 = -89506807.744211 nChanged 729 Iteration 268Q (13472.007212 sec): 39 clusters Score: Raw -89556646.158440 + Penalty 49805.239891 = -89506840.918549 nChanged 664 Iteration 269Q (13480.736080 sec): 39 clusters Score: Raw -89556675.528303 + Penalty 49805.239891 = -89506870.288412 nChanged 624 Iteration 270Q (13489.460675 sec): 39 clusters Score: Raw -89556705.059993 + Penalty 49805.239891 = -89506899.820102 nChanged 655 Iteration 271Q (13498.192846 sec): 39 clusters Score: Raw -89556735.235952 + Penalty 49805.239891 = -89506929.996061 nChanged 677 Iteration 272Q (13506.914020 sec): 39 clusters Score: Raw -89556767.187722 + Penalty 49805.239891 = -89506961.947831 nChanged 686 Iteration 273Q (13515.631500 sec): 39 clusters Score: Raw -89556799.684307 + Penalty 49805.239891 = -89506994.444417 nChanged 652 Iteration 274Q (13524.348717 sec): 39 clusters Score: Raw -89556827.250973 + Penalty 49805.239891 = -89507022.011082 nChanged 592 Iteration 275Q (13533.076145 sec): 39 clusters Score: Raw -89556853.723715 + Penalty 49805.239891 = -89507048.483824 nChanged 619 Iteration 276Q (13541.798006 sec): 39 clusters Score: Raw -89556883.153742 + Penalty 49805.239891 = -89507077.913851 nChanged 619 Iteration 277Q (13550.519155 sec): 39 clusters Score: Raw -89556912.294934 + Penalty 49805.239891 = -89507107.055043 nChanged 564 Iteration 278Q (13559.246400 sec): 39 clusters Score: Raw -89556938.849092 + Penalty 49805.239891 = -89507133.609201 nChanged 547 Iteration 279Q (13567.986528 sec): 39 clusters Score: Raw -89556968.055564 + Penalty 49805.239891 = -89507162.815673 nChanged 583 Iteration 280F (13585.865883 sec): 39 clusters Score: Raw -89556999.672573 + Penalty 49805.239891 = -89507194.432682 nChanged 586 Iteration 281Q (13594.599100 sec): 39 clusters Score: Raw -89557029.594993 + Penalty 49805.239891 = -89507224.355102 nChanged 595 Iteration 282Q (13603.330896 sec): 39 clusters Score: Raw -89557057.149358 + Penalty 49805.239891 = -89507251.909467 nChanged 567 Iteration 283Q (13612.085949 sec): 39 clusters Score: Raw -89557083.025571 + Penalty 49805.239891 = -89507277.785680 nChanged 535 Iteration 284Q (13620.817167 sec): 39 clusters Score: Raw -89557109.248728 + Penalty 49805.239891 = -89507304.008837 nChanged 549 Iteration 285Q (13629.557840 sec): 39 clusters Score: Raw -89557134.457056 + Penalty 49805.239891 = -89507329.217165 nChanged 534 Iteration 286Q (13638.291669 sec): 39 clusters Score: Raw -89557159.982795 + Penalty 49805.239891 = -89507354.742904 nChanged 545 Iteration 287Q (13647.019309 sec): 39 clusters Score: Raw -89557186.794859 + Penalty 49805.239891 = -89507381.554968 nChanged 562 Iteration 288Q (13655.750071 sec): 39 clusters Score: Raw -89557212.615852 + Penalty 49805.239891 = -89507407.375961 nChanged 570 Iteration 289Q (13664.474900 sec): 39 clusters Score: Raw -89557238.035534 + Penalty 49805.239891 = -89507432.795643 nChanged 545 Iteration 290Q (13673.200822 sec): 39 clusters Score: Raw -89557261.467574 + Penalty 49805.239891 = -89507456.227683 nChanged 567 Iteration 291Q (13681.926755 sec): 39 clusters Score: Raw -89557285.676843 + Penalty 49805.239891 = -89507480.436952 nChanged 560 Iteration 292Q (13690.655744 sec): 39 clusters Score: Raw -89557311.208378 + Penalty 49805.239891 = -89507505.968487 nChanged 582 Iteration 293Q (13699.398639 sec): 39 clusters Score: Raw -89557338.752974 + Penalty 49805.239891 = -89507533.513083 nChanged 577 Iteration 294Q (13708.117203 sec): 39 clusters Score: Raw -89557367.882376 + Penalty 49805.239891 = -89507562.642485 nChanged 579 Iteration 295Q (13716.837879 sec): 39 clusters Score: Raw -89557396.756234 + Penalty 49805.239891 = -89507591.516343 nChanged 619 Iteration 296Q (13725.593172 sec): 39 clusters Score: Raw -89557429.550214 + Penalty 49805.239891 = -89507624.310323 nChanged 625 Iteration 297Q (13734.315605 sec): 39 clusters Score: Raw -89557462.379348 + Penalty 49805.239891 = -89507657.139457 nChanged 613 Iteration 298Q (13743.033098 sec): 39 clusters Score: Raw -89557495.593278 + Penalty 49805.239891 = -89507690.353387 nChanged 612 Writing temp clu file Because OldScore, -89507657.139457, is greater than current (better) Score,-89507690.353387 Compute initial score before splitting: Score: Raw -89557495.593278 + Penalty 49805.239891 = -89507690.353387 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13743.221945 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13743.226455 sec): 3 clusters Score: Raw -102422.179123 + Penalty 1314.552092 = -101107.627032 nChanged 352 SP:Iteration 1F (13743.230544 sec): 3 clusters Score: Raw -102645.198594 + Penalty 1314.552092 = -101330.646502 nChanged 82 SP:Iteration 2F (13743.234607 sec): 3 clusters Score: Raw -102699.835104 + Penalty 1314.552092 = -101385.283013 nChanged 34 SP:Iteration 3Q (13743.238680 sec): 3 clusters Score: Raw -102727.121473 + Penalty 1314.552092 = -101412.569382 nChanged 32 SP:Iteration 4Q (13743.242745 sec): 3 clusters Score: Raw -102746.955833 + Penalty 1314.552092 = -101432.403742 nChanged 17 SP:Iteration 5Q (13743.246794 sec): 3 clusters Score: Raw -102759.691205 + Penalty 1314.552092 = -101445.139113 nChanged 12 SP:Iteration 6Q (13743.250785 sec): 3 clusters Score: Raw -102769.923862 + Penalty 1314.552092 = -101455.371771 nChanged 12 SP:Iteration 7Q (13743.254818 sec): 3 clusters Score: Raw -102779.511390 + Penalty 1314.552092 = -101464.959299 nChanged 14 SP:Iteration 8Q (13743.280819 sec): 3 clusters Score: Raw -102788.009723 + Penalty 1314.552092 = -101473.457632 nChanged 10 SP:Iteration 9Q (13743.284884 sec): 3 clusters Score: Raw -102794.276673 + Penalty 1314.552092 = -101479.724582 nChanged 12 SP:Iteration 10Q (13743.288963 sec): 3 clusters Score: Raw -102800.278429 + Penalty 1314.552092 = -101485.726337 nChanged 7 SP:Iteration 11Q (13743.293003 sec): 3 clusters Score: Raw -102805.309532 + Penalty 1314.552092 = -101490.757440 nChanged 4 SP:Iteration 12Q (13743.297008 sec): 3 clusters Score: Raw -102808.169442 + Penalty 1314.552092 = -101493.617351 nChanged 8 SP:Iteration 13Q (13743.301051 sec): 3 clusters Score: Raw -102814.118014 + Penalty 1314.552092 = -101499.565923 nChanged 16 SP:Iteration 14Q (13743.305108 sec): 3 clusters Score: Raw -102824.493722 + Penalty 1314.552092 = -101509.941631 nChanged 9 SP:Iteration 15Q (13743.309157 sec): 3 clusters Score: Raw -102828.916634 + Penalty 1314.552092 = -101514.364542 nChanged 6 SP:Iteration 16Q (13743.313195 sec): 3 clusters Score: Raw -102830.661565 + Penalty 1314.552092 = -101516.109474 nChanged 7 SP:Iteration 17Q (13743.317280 sec): 3 clusters Score: Raw -102835.114596 + Penalty 1314.552092 = -101520.562504 nChanged 5 SP:Iteration 18Q (13743.321291 sec): 3 clusters Score: Raw -102837.866457 + Penalty 1314.552092 = -101523.314365 nChanged 6 SP:Iteration 19Q (13743.325353 sec): 3 clusters Score: Raw -102842.638586 + Penalty 1314.552092 = -101528.086494 nChanged 8 SP:Iteration 20F (13743.329408 sec): 3 clusters Score: Raw -102849.593056 + Penalty 1314.552092 = -101535.040964 nChanged 9 SP:Iteration 21Q (13743.333449 sec): 3 clusters Score: Raw -102854.986065 + Penalty 1314.552092 = -101540.433973 nChanged 8 SP:Iteration 22Q (13743.337520 sec): 3 clusters Score: Raw -102863.037605 + Penalty 1314.552092 = -101548.485513 nChanged 13 SP:Iteration 23Q (13743.341582 sec): 3 clusters Score: Raw -102873.948828 + Penalty 1314.552092 = -101559.396736 nChanged 12 SP:Iteration 24Q (13743.345642 sec): 3 clusters Score: Raw -102881.842935 + Penalty 1314.552092 = -101567.290843 nChanged 10 SP:Iteration 25Q (13743.349639 sec): 3 clusters Score: Raw -102887.820041 + Penalty 1314.552092 = -101573.267949 nChanged 10 SP:Iteration 26Q (13743.353632 sec): 3 clusters Score: Raw -102894.848937 + Penalty 1314.552092 = -101580.296845 nChanged 15 SP:Iteration 27Q (13743.357693 sec): 3 clusters Score: Raw -102906.413268 + Penalty 1314.552092 = -101591.861177 nChanged 19 SP:Iteration 28Q (13743.361750 sec): 3 clusters Score: Raw -102919.648969 + Penalty 1314.552092 = -101605.096878 nChanged 13 SP:Iteration 29Q (13743.365795 sec): 3 clusters Score: Raw -102925.208802 + Penalty 1314.552092 = -101610.656710 nChanged 6 SP:Iteration 30Q (13743.369820 sec): 3 clusters Score: Raw -102928.813421 + Penalty 1314.552092 = -101614.261330 nChanged 6 SP:Iteration 31Q (13743.373805 sec): 3 clusters Score: Raw -102931.757834 + Penalty 1314.552092 = -101617.205742 nChanged 2 SP:Iteration 32Q (13743.377791 sec): 3 clusters Score: Raw -102934.335954 + Penalty 1314.552092 = -101619.783863 nChanged 5 SP:Iteration 33Q (13743.381807 sec): 3 clusters Score: Raw -102937.001453 + Penalty 1314.552092 = -101622.449362 nChanged 5 SP:Iteration 34Q (13743.385807 sec): 3 clusters Score: Raw -102939.649262 + Penalty 1314.552092 = -101625.097170 nChanged 5 SP:Iteration 35Q (13743.389812 sec): 3 clusters Score: Raw -102942.485738 + Penalty 1314.552092 = -101627.933647 nChanged 1 SP:Iteration 36Q (13743.393830 sec): 3 clusters Score: Raw -102942.782485 + Penalty 1314.552092 = -101628.230393 nChanged 0 SP:Iteration 37F (13743.397862 sec): 3 clusters Score: Raw -102942.782485 + Penalty 1314.552092 = -101628.230393 nChanged 0 Trying to split cluster 2 (700 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13743.412664 sec): 2 clusters Score: Raw -71215.292087 + Penalty 622.352632 = -70592.939455 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13743.415998 sec): 3 clusters Score: Raw -70975.484089 + Penalty 1244.705264 = -69730.778825 nChanged 207 SP:Iteration 1F (13743.419045 sec): 3 clusters Score: Raw -71137.925762 + Penalty 1244.705264 = -69893.220499 nChanged 47 SP:Iteration 2F (13743.422054 sec): 3 clusters Score: Raw -71185.246346 + Penalty 1244.705264 = -69940.541082 nChanged 33 SP:Iteration 3Q (13743.425059 sec): 3 clusters Score: Raw -71209.873437 + Penalty 1244.705264 = -69965.168173 nChanged 18 SP:Iteration 4Q (13743.428058 sec): 3 clusters Score: Raw -71222.506241 + Penalty 1244.705264 = -69977.800977 nChanged 10 SP:Iteration 5Q (13743.431053 sec): 3 clusters Score: Raw -71231.714092 + Penalty 1244.705264 = -69987.008828 nChanged 10 SP:Iteration 6Q (13743.434029 sec): 3 clusters Score: Raw -71242.250041 + Penalty 1244.705264 = -69997.544777 nChanged 8 SP:Iteration 7Q (13743.437015 sec): 3 clusters Score: Raw -71249.854921 + Penalty 1244.705264 = -70005.149657 nChanged 6 SP:Iteration 8Q (13743.440012 sec): 3 clusters Score: Raw -71255.355175 + Penalty 1244.705264 = -70010.649911 nChanged 12 SP:Iteration 9Q (13743.443067 sec): 3 clusters Score: Raw -71263.979817 + Penalty 1244.705264 = -70019.274553 nChanged 3 SP:Iteration 10Q (13743.446056 sec): 3 clusters Score: Raw -71266.304964 + Penalty 1244.705264 = -70021.599700 nChanged 2 SP:Iteration 11Q (13743.449057 sec): 3 clusters Score: Raw -71267.068608 + Penalty 1244.705264 = -70022.363345 nChanged 2 SP:Iteration 12Q (13743.452038 sec): 3 clusters Score: Raw -71268.583301 + Penalty 1244.705264 = -70023.878038 nChanged 0 SP:Iteration 13F (13743.455017 sec): 3 clusters Score: Raw -71268.583301 + Penalty 1244.705264 = -70023.878038 nChanged 0 Trying to split cluster 3 (27068 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13743.493109 sec): 2 clusters Score: Raw -2390602.811191 + Penalty 969.580212 = -2389633.230979 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13743.539972 sec): 3 clusters Score: Raw -2373642.296697 + Penalty 1939.160424 = -2371703.136272 nChanged 12650 SP:Iteration 1F (13743.583525 sec): 3 clusters Score: Raw -2381039.120418 + Penalty 1939.160424 = -2379099.959993 nChanged 1344 SP:Iteration 2Q (13743.627920 sec): 3 clusters Score: Raw -2381575.541503 + Penalty 1939.160424 = -2379636.381079 nChanged 1311 SP:Iteration 3Q (13743.671885 sec): 3 clusters Score: Raw -2382145.246010 + Penalty 1939.160424 = -2380206.085585 nChanged 1334 SP:Iteration 4Q (13743.716081 sec): 3 clusters Score: Raw -2382821.296752 + Penalty 1939.160424 = -2380882.136327 nChanged 1400 SP:Iteration 5F (13743.759481 sec): 3 clusters Score: Raw -2383682.872836 + Penalty 1939.160424 = -2381743.712411 nChanged 1542 SP:Iteration 6F (13743.803582 sec): 3 clusters Score: Raw -2384716.540556 + Penalty 1939.160424 = -2382777.380131 nChanged 1434 SP:Iteration 7F (13743.847269 sec): 3 clusters Score: Raw -2385557.776971 + Penalty 1939.160424 = -2383618.616547 nChanged 1176 SP:Iteration 8Q (13743.891019 sec): 3 clusters Score: Raw -2386050.518046 + Penalty 1939.160424 = -2384111.357621 nChanged 786 SP:Iteration 9Q (13743.934136 sec): 3 clusters Score: Raw -2386250.044092 + Penalty 1939.160424 = -2384310.883667 nChanged 462 SP:Iteration 10Q (13743.977080 sec): 3 clusters Score: Raw -2386337.725941 + Penalty 1939.160424 = -2384398.565517 nChanged 372 SP:Iteration 11Q (13744.020084 sec): 3 clusters Score: Raw -2386404.034184 + Penalty 1939.160424 = -2384464.873760 nChanged 308 SP:Iteration 12Q (13744.062814 sec): 3 clusters Score: Raw -2386464.718479 + Penalty 1939.160424 = -2384525.558054 nChanged 349 SP:Iteration 13Q (13744.105637 sec): 3 clusters Score: Raw -2386542.782995 + Penalty 1939.160424 = -2384603.622570 nChanged 397 SP:Iteration 14Q (13744.148272 sec): 3 clusters Score: Raw -2386647.899321 + Penalty 1939.160424 = -2384708.738897 nChanged 432 SP:Iteration 15Q (13744.191018 sec): 3 clusters Score: Raw -2386772.625225 + Penalty 1939.160424 = -2384833.464801 nChanged 469 SP:Iteration 16Q (13744.233574 sec): 3 clusters Score: Raw -2386919.360405 + Penalty 1939.160424 = -2384980.199980 nChanged 557 SP:Iteration 17Q (13744.275823 sec): 3 clusters Score: Raw -2387111.239318 + Penalty 1939.160424 = -2385172.078893 nChanged 574 SP:Iteration 18Q (13744.318479 sec): 3 clusters Score: Raw -2387322.065895 + Penalty 1939.160424 = -2385382.905471 nChanged 619 SP:Iteration 19Q (13744.360429 sec): 3 clusters Score: Raw -2387583.537043 + Penalty 1939.160424 = -2385644.376619 nChanged 690 SP:Iteration 20F (13744.403979 sec): 3 clusters Score: Raw -2387906.567127 + Penalty 1939.160424 = -2385967.406702 nChanged 755 SP:Iteration 21Q (13744.446152 sec): 3 clusters Score: Raw -2388284.113824 + Penalty 1939.160424 = -2386344.953400 nChanged 752 SP:Iteration 22Q (13744.487945 sec): 3 clusters Score: Raw -2388712.619032 + Penalty 1939.160424 = -2386773.458607 nChanged 735 SP:Iteration 23Q (13744.529505 sec): 3 clusters Score: Raw -2389166.203494 + Penalty 1939.160424 = -2387227.043069 nChanged 670 SP:Iteration 24Q (13744.570507 sec): 3 clusters Score: Raw -2389560.754833 + Penalty 1939.160424 = -2387621.594408 nChanged 566 SP:Iteration 25Q (13744.611503 sec): 3 clusters Score: Raw -2389916.107295 + Penalty 1939.160424 = -2387976.946870 nChanged 517 SP:Iteration 26Q (13744.651955 sec): 3 clusters Score: Raw -2390258.536508 + Penalty 1939.160424 = -2388319.376083 nChanged 439 SP:Iteration 27Q (13744.691830 sec): 3 clusters Score: Raw -2390547.714680 + Penalty 1939.160424 = -2388608.554256 nChanged 375 SP:Iteration 28Q (13744.731537 sec): 3 clusters Score: Raw -2390804.391010 + Penalty 1939.160424 = -2388865.230585 nChanged 331 SP:Iteration 29Q (13744.770772 sec): 3 clusters Score: Raw -2391017.084112 + Penalty 1939.160424 = -2389077.923687 nChanged 250 SP:Iteration 30Q (13744.809609 sec): 3 clusters Score: Raw -2391166.066490 + Penalty 1939.160424 = -2389226.906066 nChanged 202 SP:Iteration 31Q (13744.848287 sec): 3 clusters Score: Raw -2391280.338658 + Penalty 1939.160424 = -2389341.178233 nChanged 153 SP:Iteration 32Q (13744.920218 sec): 3 clusters Score: Raw -2391345.703317 + Penalty 1939.160424 = -2389406.542893 nChanged 109 SP:Iteration 33Q (13744.960706 sec): 3 clusters Score: Raw -2391382.530757 + Penalty 1939.160424 = -2389443.370332 nChanged 95 SP:Iteration 34Q (13744.999423 sec): 3 clusters Score: Raw -2391413.265702 + Penalty 1939.160424 = -2389474.105277 nChanged 89 SP:Iteration 35Q (13745.037286 sec): 3 clusters Score: Raw -2391438.421104 + Penalty 1939.160424 = -2389499.260680 nChanged 65 SP:Iteration 36Q (13745.075501 sec): 3 clusters Score: Raw -2391454.417308 + Penalty 1939.160424 = -2389515.256884 nChanged 55 SP:Iteration 37Q (13745.113539 sec): 3 clusters Score: Raw -2391465.181473 + Penalty 1939.160424 = -2389526.021048 nChanged 48 SP:Iteration 38Q (13745.151832 sec): 3 clusters Score: Raw -2391471.744135 + Penalty 1939.160424 = -2389532.583711 nChanged 38 SP:Iteration 39Q (13745.190273 sec): 3 clusters Score: Raw -2391477.137552 + Penalty 1939.160424 = -2389537.977127 nChanged 26 SP:Iteration 40F (13745.234484 sec): 3 clusters Score: Raw -2391491.163778 + Penalty 1939.160424 = -2389552.003353 nChanged 28 SP:Iteration 41Q (13745.272283 sec): 3 clusters Score: Raw -2391496.066883 + Penalty 1939.160424 = -2389556.906458 nChanged 29 SP:Iteration 42Q (13745.310564 sec): 3 clusters Score: Raw -2391499.711293 + Penalty 1939.160424 = -2389560.550869 nChanged 23 SP:Iteration 43Q (13745.348107 sec): 3 clusters Score: Raw -2391502.189010 + Penalty 1939.160424 = -2389563.028586 nChanged 15 SP:Iteration 44Q (13745.385990 sec): 3 clusters Score: Raw -2391503.210771 + Penalty 1939.160424 = -2389564.050347 nChanged 8 SP:Iteration 45Q (13745.423892 sec): 3 clusters Score: Raw -2391503.927405 + Penalty 1939.160424 = -2389564.766981 nChanged 11 SP:Iteration 46Q (13745.461713 sec): 3 clusters Score: Raw -2391505.246807 + Penalty 1939.160424 = -2389566.086383 nChanged 8 SP:Iteration 47Q (13745.499487 sec): 3 clusters Score: Raw -2391506.143237 + Penalty 1939.160424 = -2389566.982812 nChanged 6 SP:Iteration 48Q (13745.537127 sec): 3 clusters Score: Raw -2391506.620940 + Penalty 1939.160424 = -2389567.460515 nChanged 3 SP:Iteration 49Q (13745.575081 sec): 3 clusters Score: Raw -2391506.716436 + Penalty 1939.160424 = -2389567.556012 nChanged 1 SP:Iteration 50Q (13745.612777 sec): 3 clusters Score: Raw -2391506.744680 + Penalty 1939.160424 = -2389567.584256 nChanged 1 SP:Iteration 51Q (13745.650503 sec): 3 clusters Score: Raw -2391506.788072 + Penalty 1939.160424 = -2389567.627647 nChanged 1 SP:Iteration 52Q (13745.688393 sec): 3 clusters Score: Raw -2391506.808595 + Penalty 1939.160424 = -2389567.648171 nChanged 0 SP:Iteration 53F (13745.732106 sec): 3 clusters Score: Raw -2391506.808595 + Penalty 1939.160424 = -2389567.648171 nChanged 0 Trying to split cluster 4 (8493 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13745.750920 sec): 2 clusters Score: Raw -799852.104123 + Penalty 859.464770 = -798992.639353 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13745.774755 sec): 3 clusters Score: Raw -794870.734516 + Penalty 1718.929539 = -793151.804977 nChanged 3722 SP:Iteration 1F (13745.797937 sec): 3 clusters Score: Raw -796868.855485 + Penalty 1718.929539 = -795149.925946 nChanged 457 SP:Iteration 2F (13745.821391 sec): 3 clusters Score: Raw -797068.149484 + Penalty 1718.929539 = -795349.219945 nChanged 439 SP:Iteration 3F (13745.844717 sec): 3 clusters Score: Raw -797297.521800 + Penalty 1718.929539 = -795578.592261 nChanged 471 SP:Iteration 4F (13745.867736 sec): 3 clusters Score: Raw -797575.836805 + Penalty 1718.929539 = -795856.907266 nChanged 457 SP:Iteration 5F (13745.890619 sec): 3 clusters Score: Raw -797919.618198 + Penalty 1718.929539 = -796200.688659 nChanged 496 SP:Iteration 6F (13745.913809 sec): 3 clusters Score: Raw -798342.059518 + Penalty 1718.929539 = -796623.129979 nChanged 488 SP:Iteration 7F (13745.936717 sec): 3 clusters Score: Raw -798737.933692 + Penalty 1718.929539 = -797019.004153 nChanged 396 SP:Iteration 8Q (13745.959627 sec): 3 clusters Score: Raw -798993.118910 + Penalty 1718.929539 = -797274.189371 nChanged 259 SP:Iteration 9Q (13745.982292 sec): 3 clusters Score: Raw -799115.856219 + Penalty 1718.929539 = -797396.926680 nChanged 176 SP:Iteration 10Q (13746.004932 sec): 3 clusters Score: Raw -799181.962178 + Penalty 1718.929539 = -797463.032639 nChanged 138 SP:Iteration 11Q (13746.027667 sec): 3 clusters Score: Raw -799220.081491 + Penalty 1718.929539 = -797501.151952 nChanged 86 SP:Iteration 12Q (13746.049975 sec): 3 clusters Score: Raw -799242.313616 + Penalty 1718.929539 = -797523.384077 nChanged 88 SP:Iteration 13Q (13746.072458 sec): 3 clusters Score: Raw -799270.544354 + Penalty 1718.929539 = -797551.614815 nChanged 85 SP:Iteration 14Q (13746.094776 sec): 3 clusters Score: Raw -799295.199796 + Penalty 1718.929539 = -797576.270257 nChanged 88 SP:Iteration 15Q (13746.117101 sec): 3 clusters Score: Raw -799319.777989 + Penalty 1718.929539 = -797600.848450 nChanged 73 SP:Iteration 16Q (13746.139449 sec): 3 clusters Score: Raw -799338.307235 + Penalty 1718.929539 = -797619.377696 nChanged 75 SP:Iteration 17Q (13746.162036 sec): 3 clusters Score: Raw -799356.759605 + Penalty 1718.929539 = -797637.830066 nChanged 68 SP:Iteration 18Q (13746.184405 sec): 3 clusters Score: Raw -799378.585314 + Penalty 1718.929539 = -797659.655775 nChanged 70 SP:Iteration 19Q (13746.206890 sec): 3 clusters Score: Raw -799399.075052 + Penalty 1718.929539 = -797680.145513 nChanged 66 SP:Iteration 20F (13746.229887 sec): 3 clusters Score: Raw -799414.683162 + Penalty 1718.929539 = -797695.753623 nChanged 54 SP:Iteration 21Q (13746.251814 sec): 3 clusters Score: Raw -799427.166215 + Penalty 1718.929539 = -797708.236676 nChanged 50 SP:Iteration 22Q (13746.273756 sec): 3 clusters Score: Raw -799440.281781 + Penalty 1718.929539 = -797721.352242 nChanged 50 SP:Iteration 23Q (13746.295816 sec): 3 clusters Score: Raw -799453.609690 + Penalty 1718.929539 = -797734.680151 nChanged 57 SP:Iteration 24Q (13746.317909 sec): 3 clusters Score: Raw -799472.507411 + Penalty 1718.929539 = -797753.577872 nChanged 63 SP:Iteration 25Q (13746.339829 sec): 3 clusters Score: Raw -799497.408062 + Penalty 1718.929539 = -797778.478523 nChanged 62 SP:Iteration 26Q (13746.361862 sec): 3 clusters Score: Raw -799523.675907 + Penalty 1718.929539 = -797804.746368 nChanged 66 SP:Iteration 27Q (13746.384001 sec): 3 clusters Score: Raw -799554.977339 + Penalty 1718.929539 = -797836.047800 nChanged 75 SP:Iteration 28Q (13746.405921 sec): 3 clusters Score: Raw -799596.311747 + Penalty 1718.929539 = -797877.382207 nChanged 86 SP:Iteration 29Q (13746.427884 sec): 3 clusters Score: Raw -799638.624625 + Penalty 1718.929539 = -797919.695086 nChanged 80 SP:Iteration 30Q (13746.449517 sec): 3 clusters Score: Raw -799677.067047 + Penalty 1718.929539 = -797958.137508 nChanged 75 SP:Iteration 31Q (13746.471379 sec): 3 clusters Score: Raw -799708.465494 + Penalty 1718.929539 = -797989.535955 nChanged 59 SP:Iteration 32Q (13746.493039 sec): 3 clusters Score: Raw -799734.921011 + Penalty 1718.929539 = -798015.991472 nChanged 57 SP:Iteration 33Q (13746.514991 sec): 3 clusters Score: Raw -799759.950894 + Penalty 1718.929539 = -798041.021355 nChanged 56 SP:Iteration 34Q (13746.536628 sec): 3 clusters Score: Raw -799783.437458 + Penalty 1718.929539 = -798064.507919 nChanged 46 SP:Iteration 35Q (13746.558107 sec): 3 clusters Score: Raw -799803.296276 + Penalty 1718.929539 = -798084.366737 nChanged 49 SP:Iteration 36Q (13746.579699 sec): 3 clusters Score: Raw -799823.608753 + Penalty 1718.929539 = -798104.679214 nChanged 45 SP:Iteration 37Q (13746.601295 sec): 3 clusters Score: Raw -799841.347771 + Penalty 1718.929539 = -798122.418232 nChanged 39 SP:Iteration 38Q (13746.622501 sec): 3 clusters Score: Raw -799857.330351 + Penalty 1718.929539 = -798138.400812 nChanged 34 SP:Iteration 39Q (13746.679903 sec): 3 clusters Score: Raw -799872.944299 + Penalty 1718.929539 = -798154.014760 nChanged 26 SP:Iteration 40F (13746.707438 sec): 3 clusters Score: Raw -799885.710211 + Penalty 1718.929539 = -798166.780672 nChanged 20 SP:Iteration 41Q (13746.728570 sec): 3 clusters Score: Raw -799894.854771 + Penalty 1718.929539 = -798175.925232 nChanged 18 SP:Iteration 42Q (13746.749998 sec): 3 clusters Score: Raw -799901.705177 + Penalty 1718.929539 = -798182.775638 nChanged 10 SP:Iteration 43Q (13746.770653 sec): 3 clusters Score: Raw -799905.360515 + Penalty 1718.929539 = -798186.430976 nChanged 8 SP:Iteration 44Q (13746.792069 sec): 3 clusters Score: Raw -799908.046541 + Penalty 1718.929539 = -798189.117002 nChanged 14 SP:Iteration 45Q (13746.813307 sec): 3 clusters Score: Raw -799914.287769 + Penalty 1718.929539 = -798195.358230 nChanged 16 SP:Iteration 46Q (13746.834450 sec): 3 clusters Score: Raw -799919.647346 + Penalty 1718.929539 = -798200.717807 nChanged 10 SP:Iteration 47Q (13746.855645 sec): 3 clusters Score: Raw -799924.629379 + Penalty 1718.929539 = -798205.699840 nChanged 10 SP:Iteration 48Q (13746.876888 sec): 3 clusters Score: Raw -799928.915072 + Penalty 1718.929539 = -798209.985533 nChanged 15 SP:Iteration 49Q (13746.898148 sec): 3 clusters Score: Raw -799936.018951 + Penalty 1718.929539 = -798217.089412 nChanged 10 SP:Iteration 50Q (13746.919671 sec): 3 clusters Score: Raw -799940.087136 + Penalty 1718.929539 = -798221.157597 nChanged 4 SP:Iteration 51Q (13746.976892 sec): 3 clusters Score: Raw -799941.808546 + Penalty 1718.929539 = -798222.879007 nChanged 5 SP:Iteration 52Q (13747.018371 sec): 3 clusters Score: Raw -799944.115462 + Penalty 1718.929539 = -798225.185923 nChanged 6 SP:Iteration 53Q (13747.039511 sec): 3 clusters Score: Raw -799947.425444 + Penalty 1718.929539 = -798228.495905 nChanged 7 SP:Iteration 54Q (13747.060841 sec): 3 clusters Score: Raw -799950.752201 + Penalty 1718.929539 = -798231.822662 nChanged 8 SP:Iteration 55Q (13747.082039 sec): 3 clusters Score: Raw -799955.250244 + Penalty 1718.929539 = -798236.320705 nChanged 9 SP:Iteration 56Q (13747.103323 sec): 3 clusters Score: Raw -799958.074241 + Penalty 1718.929539 = -798239.144702 nChanged 2 SP:Iteration 57Q (13747.124376 sec): 3 clusters Score: Raw -799960.187727 + Penalty 1718.929539 = -798241.258188 nChanged 5 SP:Iteration 58Q (13747.145529 sec): 3 clusters Score: Raw -799961.787557 + Penalty 1718.929539 = -798242.858018 nChanged 4 SP:Iteration 59Q (13747.166506 sec): 3 clusters Score: Raw -799963.383695 + Penalty 1718.929539 = -798244.454156 nChanged 2 SP:Iteration 60F (13747.189799 sec): 3 clusters Score: Raw -799964.391994 + Penalty 1718.929539 = -798245.462455 nChanged 1 SP:Iteration 61Q (13747.210972 sec): 3 clusters Score: Raw -799964.672105 + Penalty 1718.929539 = -798245.742566 nChanged 0 SP:Iteration 62F (13747.234126 sec): 3 clusters Score: Raw -799964.672105 + Penalty 1718.929539 = -798245.742566 nChanged 0 Trying to split cluster 5 (49461 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13747.297175 sec): 2 clusters Score: Raw -4324874.991004 + Penalty 1026.849277 = -4323848.141727 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13747.374268 sec): 3 clusters Score: Raw -4292846.225080 + Penalty 2053.698554 = -4290792.526525 nChanged 23436 SP:Iteration 1F (13747.443776 sec): 3 clusters Score: Raw -4306711.679587 + Penalty 2053.698554 = -4304657.981033 nChanged 2542 SP:Iteration 2F (13747.513591 sec): 3 clusters Score: Raw -4307927.399606 + Penalty 2053.698554 = -4305873.701052 nChanged 2984 SP:Iteration 3F (13747.583034 sec): 3 clusters Score: Raw -4309690.775517 + Penalty 2053.698554 = -4307637.076963 nChanged 3296 SP:Iteration 4F (13747.652473 sec): 3 clusters Score: Raw -4312042.351315 + Penalty 2053.698554 = -4309988.652761 nChanged 3548 SP:Iteration 5F (13747.721807 sec): 3 clusters Score: Raw -4315013.406117 + Penalty 2053.698554 = -4312959.707563 nChanged 3381 SP:Iteration 6F (13747.791342 sec): 3 clusters Score: Raw -4318006.163874 + Penalty 2053.698554 = -4315952.465320 nChanged 2767 SP:Iteration 7F (13747.861061 sec): 3 clusters Score: Raw -4320236.032505 + Penalty 2053.698554 = -4318182.333951 nChanged 1997 SP:Iteration 8Q (13747.929891 sec): 3 clusters Score: Raw -4321546.751962 + Penalty 2053.698554 = -4319493.053408 nChanged 1391 SP:Iteration 9Q (13747.996179 sec): 3 clusters Score: Raw -4322288.023996 + Penalty 2053.698554 = -4320234.325442 nChanged 991 SP:Iteration 10Q (13748.061351 sec): 3 clusters Score: Raw -4322765.033329 + Penalty 2053.698554 = -4320711.334775 nChanged 813 SP:Iteration 11Q (13748.125514 sec): 3 clusters Score: Raw -4323104.529331 + Penalty 2053.698554 = -4321050.830777 nChanged 684 SP:Iteration 12Q (13748.189046 sec): 3 clusters Score: Raw -4323372.003777 + Penalty 2053.698554 = -4321318.305223 nChanged 606 SP:Iteration 13Q (13748.251914 sec): 3 clusters Score: Raw -4323596.522789 + Penalty 2053.698554 = -4321542.824235 nChanged 536 SP:Iteration 14Q (13748.314143 sec): 3 clusters Score: Raw -4323789.568155 + Penalty 2053.698554 = -4321735.869601 nChanged 492 SP:Iteration 15Q (13748.376330 sec): 3 clusters Score: Raw -4323974.634684 + Penalty 2053.698554 = -4321920.936130 nChanged 446 SP:Iteration 16Q (13748.437715 sec): 3 clusters Score: Raw -4324140.649307 + Penalty 2053.698554 = -4322086.950753 nChanged 390 SP:Iteration 17Q (13748.498937 sec): 3 clusters Score: Raw -4324278.386344 + Penalty 2053.698554 = -4322224.687790 nChanged 376 SP:Iteration 18Q (13748.559742 sec): 3 clusters Score: Raw -4324403.260581 + Penalty 2053.698554 = -4322349.562027 nChanged 346 SP:Iteration 19Q (13748.620221 sec): 3 clusters Score: Raw -4324513.215086 + Penalty 2053.698554 = -4322459.516532 nChanged 323 SP:Iteration 20F (13748.688581 sec): 3 clusters Score: Raw -4324612.122625 + Penalty 2053.698554 = -4322558.424071 nChanged 296 SP:Iteration 21Q (13748.749694 sec): 3 clusters Score: Raw -4324699.108453 + Penalty 2053.698554 = -4322645.409899 nChanged 263 SP:Iteration 22Q (13748.809390 sec): 3 clusters Score: Raw -4324778.833561 + Penalty 2053.698554 = -4322725.135007 nChanged 248 SP:Iteration 23Q (13748.868664 sec): 3 clusters Score: Raw -4324852.782898 + Penalty 2053.698554 = -4322799.084343 nChanged 252 SP:Iteration 24Q (13748.927874 sec): 3 clusters Score: Raw -4324927.470889 + Penalty 2053.698554 = -4322873.772335 nChanged 228 SP:Iteration 25Q (13748.986872 sec): 3 clusters Score: Raw -4324995.760944 + Penalty 2053.698554 = -4322942.062390 nChanged 205 SP:Iteration 26Q (13749.045626 sec): 3 clusters Score: Raw -4325051.126517 + Penalty 2053.698554 = -4322997.427963 nChanged 172 SP:Iteration 27Q (13749.104194 sec): 3 clusters Score: Raw -4325098.568250 + Penalty 2053.698554 = -4323044.869696 nChanged 175 SP:Iteration 28Q (13749.162721 sec): 3 clusters Score: Raw -4325152.474667 + Penalty 2053.698554 = -4323098.776113 nChanged 156 SP:Iteration 29Q (13749.221157 sec): 3 clusters Score: Raw -4325198.730155 + Penalty 2053.698554 = -4323145.031601 nChanged 135 SP:Iteration 30Q (13749.279462 sec): 3 clusters Score: Raw -4325235.448965 + Penalty 2053.698554 = -4323181.750411 nChanged 113 SP:Iteration 31Q (13749.337661 sec): 3 clusters Score: Raw -4325271.878896 + Penalty 2053.698554 = -4323218.180341 nChanged 112 SP:Iteration 32Q (13749.395534 sec): 3 clusters Score: Raw -4325306.645577 + Penalty 2053.698554 = -4323252.947023 nChanged 102 SP:Iteration 33Q (13749.453358 sec): 3 clusters Score: Raw -4325337.527080 + Penalty 2053.698554 = -4323283.828526 nChanged 96 SP:Iteration 34Q (13749.511036 sec): 3 clusters Score: Raw -4325376.768775 + Penalty 2053.698554 = -4323323.070221 nChanged 92 SP:Iteration 35Q (13749.568690 sec): 3 clusters Score: Raw -4325411.168782 + Penalty 2053.698554 = -4323357.470228 nChanged 73 SP:Iteration 36Q (13749.626334 sec): 3 clusters Score: Raw -4325433.026366 + Penalty 2053.698554 = -4323379.327812 nChanged 60 SP:Iteration 37Q (13749.684006 sec): 3 clusters Score: Raw -4325448.202613 + Penalty 2053.698554 = -4323394.504058 nChanged 49 SP:Iteration 38Q (13749.741432 sec): 3 clusters Score: Raw -4325466.553724 + Penalty 2053.698554 = -4323412.855170 nChanged 49 SP:Iteration 39Q (13749.798827 sec): 3 clusters Score: Raw -4325487.200679 + Penalty 2053.698554 = -4323433.502125 nChanged 41 SP:Iteration 40F (13749.866492 sec): 3 clusters Score: Raw -4325502.243721 + Penalty 2053.698554 = -4323448.545166 nChanged 33 SP:Iteration 41Q (13749.925004 sec): 3 clusters Score: Raw -4325510.906082 + Penalty 2053.698554 = -4323457.207528 nChanged 27 SP:Iteration 42Q (13749.982452 sec): 3 clusters Score: Raw -4325520.683813 + Penalty 2053.698554 = -4323466.985259 nChanged 29 SP:Iteration 43Q (13750.039816 sec): 3 clusters Score: Raw -4325529.435092 + Penalty 2053.698554 = -4323475.736538 nChanged 27 SP:Iteration 44Q (13750.097069 sec): 3 clusters Score: Raw -4325536.984796 + Penalty 2053.698554 = -4323483.286241 nChanged 25 SP:Iteration 45Q (13750.154711 sec): 3 clusters Score: Raw -4325548.384452 + Penalty 2053.698554 = -4323494.685897 nChanged 27 SP:Iteration 46Q (13750.212217 sec): 3 clusters Score: Raw -4325561.172569 + Penalty 2053.698554 = -4323507.474014 nChanged 32 SP:Iteration 47Q (13750.269844 sec): 3 clusters Score: Raw -4325570.188268 + Penalty 2053.698554 = -4323516.489714 nChanged 20 SP:Iteration 48Q (13750.327197 sec): 3 clusters Score: Raw -4325574.658712 + Penalty 2053.698554 = -4323520.960158 nChanged 11 SP:Iteration 49Q (13750.384456 sec): 3 clusters Score: Raw -4325576.343071 + Penalty 2053.698554 = -4323522.644517 nChanged 5 SP:Iteration 50Q (13750.441629 sec): 3 clusters Score: Raw -4325577.055203 + Penalty 2053.698554 = -4323523.356649 nChanged 3 SP:Iteration 51Q (13750.498956 sec): 3 clusters Score: Raw -4325577.980136 + Penalty 2053.698554 = -4323524.281582 nChanged 6 SP:Iteration 52Q (13750.556231 sec): 3 clusters Score: Raw -4325579.020302 + Penalty 2053.698554 = -4323525.321748 nChanged 4 SP:Iteration 53Q (13750.613421 sec): 3 clusters Score: Raw -4325579.923537 + Penalty 2053.698554 = -4323526.224983 nChanged 3 SP:Iteration 54Q (13750.670736 sec): 3 clusters Score: Raw -4325580.468698 + Penalty 2053.698554 = -4323526.770144 nChanged 2 SP:Iteration 55Q (13750.728389 sec): 3 clusters Score: Raw -4325580.791456 + Penalty 2053.698554 = -4323527.092901 nChanged 2 SP:Iteration 56Q (13750.786071 sec): 3 clusters Score: Raw -4325580.959421 + Penalty 2053.698554 = -4323527.260867 nChanged 1 SP:Iteration 57Q (13750.843441 sec): 3 clusters Score: Raw -4325581.229868 + Penalty 2053.698554 = -4323527.531314 nChanged 1 SP:Iteration 58Q (13750.900805 sec): 3 clusters Score: Raw -4325581.469999 + Penalty 2053.698554 = -4323527.771444 nChanged 1 SP:Iteration 59Q (13750.958122 sec): 3 clusters Score: Raw -4325581.564232 + Penalty 2053.698554 = -4323527.865678 nChanged 1 SP:Iteration 60F (13751.025992 sec): 3 clusters Score: Raw -4325581.726183 + Penalty 2053.698554 = -4323528.027628 nChanged 2 SP:Iteration 61Q (13751.084819 sec): 3 clusters Score: Raw -4325582.351631 + Penalty 2053.698554 = -4323528.653077 nChanged 1 SP:Iteration 62Q (13751.142077 sec): 3 clusters Score: Raw -4325582.506505 + Penalty 2053.698554 = -4323528.807951 nChanged 1 SP:Iteration 63Q (13751.199280 sec): 3 clusters Score: Raw -4325582.807600 + Penalty 2053.698554 = -4323529.109045 nChanged 2 SP:Iteration 64Q (13751.256579 sec): 3 clusters Score: Raw -4325582.987250 + Penalty 2053.698554 = -4323529.288696 nChanged 0 SP:Iteration 65F (13751.324537 sec): 3 clusters Score: Raw -4325582.987250 + Penalty 2053.698554 = -4323529.288696 nChanged 0 Trying to split cluster 6 (27376 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13751.352890 sec): 2 clusters Score: Raw -2586762.458272 + Penalty 970.655090 = -2585791.803182 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13751.399970 sec): 3 clusters Score: Raw -2569419.115732 + Penalty 1941.310179 = -2567477.805553 nChanged 12859 SP:Iteration 1F (13751.443761 sec): 3 clusters Score: Raw -2576701.861193 + Penalty 1941.310179 = -2574760.551013 nChanged 1195 SP:Iteration 2Q (13751.488329 sec): 3 clusters Score: Raw -2577035.673132 + Penalty 1941.310179 = -2575094.362953 nChanged 1065 SP:Iteration 3Q (13751.532817 sec): 3 clusters Score: Raw -2577353.519063 + Penalty 1941.310179 = -2575412.208884 nChanged 1110 SP:Iteration 4Q (13751.577133 sec): 3 clusters Score: Raw -2577743.193688 + Penalty 1941.310179 = -2575801.883508 nChanged 1240 SP:Iteration 5Q (13751.621393 sec): 3 clusters Score: Raw -2578274.793261 + Penalty 1941.310179 = -2576333.483082 nChanged 1344 SP:Iteration 6Q (13751.665773 sec): 3 clusters Score: Raw -2578978.049132 + Penalty 1941.310179 = -2577036.738953 nChanged 1474 SP:Iteration 7F (13751.709670 sec): 3 clusters Score: Raw -2579885.773400 + Penalty 1941.310179 = -2577944.463221 nChanged 1544 SP:Iteration 8F (13751.753803 sec): 3 clusters Score: Raw -2580959.883743 + Penalty 1941.310179 = -2579018.573563 nChanged 1497 SP:Iteration 9F (13751.797956 sec): 3 clusters Score: Raw -2581935.461513 + Penalty 1941.310179 = -2579994.151333 nChanged 1262 SP:Iteration 10Q (13751.842162 sec): 3 clusters Score: Raw -2582541.258625 + Penalty 1941.310179 = -2580599.948446 nChanged 883 SP:Iteration 11Q (13751.885856 sec): 3 clusters Score: Raw -2582871.639320 + Penalty 1941.310179 = -2580930.329141 nChanged 671 SP:Iteration 12Q (13751.929119 sec): 3 clusters Score: Raw -2583084.533362 + Penalty 1941.310179 = -2581143.223182 nChanged 499 SP:Iteration 13Q (13751.972309 sec): 3 clusters Score: Raw -2583255.992521 + Penalty 1941.310179 = -2581314.682342 nChanged 493 SP:Iteration 14Q (13752.015461 sec): 3 clusters Score: Raw -2583469.406218 + Penalty 1941.310179 = -2581528.096039 nChanged 532 SP:Iteration 15Q (13752.058142 sec): 3 clusters Score: Raw -2583707.601617 + Penalty 1941.310179 = -2581766.291438 nChanged 577 SP:Iteration 16Q (13752.100953 sec): 3 clusters Score: Raw -2583975.264679 + Penalty 1941.310179 = -2582033.954500 nChanged 598 SP:Iteration 17Q (13752.143550 sec): 3 clusters Score: Raw -2584264.121140 + Penalty 1941.310179 = -2582322.810961 nChanged 626 SP:Iteration 18Q (13752.186183 sec): 3 clusters Score: Raw -2584550.359379 + Penalty 1941.310179 = -2582609.049199 nChanged 636 SP:Iteration 19Q (13752.228481 sec): 3 clusters Score: Raw -2584866.281890 + Penalty 1941.310179 = -2582924.971711 nChanged 620 SP:Iteration 20F (13752.272423 sec): 3 clusters Score: Raw -2585181.374772 + Penalty 1941.310179 = -2583240.064593 nChanged 659 SP:Iteration 21Q (13752.315064 sec): 3 clusters Score: Raw -2585538.017403 + Penalty 1941.310179 = -2583596.707223 nChanged 690 SP:Iteration 22Q (13752.357306 sec): 3 clusters Score: Raw -2585930.971200 + Penalty 1941.310179 = -2583989.661021 nChanged 625 SP:Iteration 23Q (13752.399763 sec): 3 clusters Score: Raw -2586292.955347 + Penalty 1941.310179 = -2584351.645168 nChanged 557 SP:Iteration 24Q (13752.441899 sec): 3 clusters Score: Raw -2586601.299079 + Penalty 1941.310179 = -2584659.988899 nChanged 489 SP:Iteration 25Q (13752.484066 sec): 3 clusters Score: Raw -2586832.078255 + Penalty 1941.310179 = -2584890.768076 nChanged 396 SP:Iteration 26Q (13752.526072 sec): 3 clusters Score: Raw -2586986.106868 + Penalty 1941.310179 = -2585044.796689 nChanged 318 SP:Iteration 27Q (13752.568326 sec): 3 clusters Score: Raw -2587081.977701 + Penalty 1941.310179 = -2585140.667522 nChanged 250 SP:Iteration 28Q (13752.610142 sec): 3 clusters Score: Raw -2587143.100693 + Penalty 1941.310179 = -2585201.790514 nChanged 217 SP:Iteration 29Q (13752.652183 sec): 3 clusters Score: Raw -2587191.915786 + Penalty 1941.310179 = -2585250.605607 nChanged 187 SP:Iteration 30Q (13752.693912 sec): 3 clusters Score: Raw -2587227.541146 + Penalty 1941.310179 = -2585286.230967 nChanged 151 SP:Iteration 31Q (13752.735657 sec): 3 clusters Score: Raw -2587252.544005 + Penalty 1941.310179 = -2585311.233825 nChanged 133 SP:Iteration 32Q (13752.777181 sec): 3 clusters Score: Raw -2587270.069457 + Penalty 1941.310179 = -2585328.759278 nChanged 101 SP:Iteration 33Q (13752.818504 sec): 3 clusters Score: Raw -2587280.802854 + Penalty 1941.310179 = -2585339.492675 nChanged 90 SP:Iteration 34Q (13752.860115 sec): 3 clusters Score: Raw -2587289.707767 + Penalty 1941.310179 = -2585348.397587 nChanged 75 SP:Iteration 35Q (13752.901257 sec): 3 clusters Score: Raw -2587296.004506 + Penalty 1941.310179 = -2585354.694327 nChanged 71 SP:Iteration 36Q (13752.942433 sec): 3 clusters Score: Raw -2587302.762117 + Penalty 1941.310179 = -2585361.451938 nChanged 80 SP:Iteration 37Q (13752.983527 sec): 3 clusters Score: Raw -2587311.856806 + Penalty 1941.310179 = -2585370.546626 nChanged 90 SP:Iteration 38Q (13753.024603 sec): 3 clusters Score: Raw -2587321.400899 + Penalty 1941.310179 = -2585380.090719 nChanged 85 SP:Iteration 39Q (13753.065538 sec): 3 clusters Score: Raw -2587330.095700 + Penalty 1941.310179 = -2585388.785521 nChanged 89 SP:Iteration 40F (13753.109320 sec): 3 clusters Score: Raw -2587341.271753 + Penalty 1941.310179 = -2585399.961573 nChanged 90 SP:Iteration 41Q (13753.151082 sec): 3 clusters Score: Raw -2587351.007068 + Penalty 1941.310179 = -2585409.696889 nChanged 95 SP:Iteration 42Q (13753.192298 sec): 3 clusters Score: Raw -2587362.442313 + Penalty 1941.310179 = -2585421.132133 nChanged 102 SP:Iteration 43Q (13753.233331 sec): 3 clusters Score: Raw -2587374.939301 + Penalty 1941.310179 = -2585433.629121 nChanged 103 SP:Iteration 44Q (13753.274393 sec): 3 clusters Score: Raw -2587386.981864 + Penalty 1941.310179 = -2585445.671685 nChanged 91 SP:Iteration 45Q (13753.315277 sec): 3 clusters Score: Raw -2587397.346122 + Penalty 1941.310179 = -2585456.035943 nChanged 88 SP:Iteration 46Q (13753.356080 sec): 3 clusters Score: Raw -2587406.833448 + Penalty 1941.310179 = -2585465.523269 nChanged 76 SP:Iteration 47Q (13753.396701 sec): 3 clusters Score: Raw -2587414.593403 + Penalty 1941.310179 = -2585473.283224 nChanged 69 SP:Iteration 48Q (13753.437340 sec): 3 clusters Score: Raw -2587421.833156 + Penalty 1941.310179 = -2585480.522977 nChanged 66 SP:Iteration 49Q (13753.477672 sec): 3 clusters Score: Raw -2587428.988340 + Penalty 1941.310179 = -2585487.678161 nChanged 56 SP:Iteration 50Q (13753.518052 sec): 3 clusters Score: Raw -2587434.095147 + Penalty 1941.310179 = -2585492.784968 nChanged 47 SP:Iteration 51Q (13753.558290 sec): 3 clusters Score: Raw -2587438.151710 + Penalty 1941.310179 = -2585496.841530 nChanged 47 SP:Iteration 52Q (13753.598735 sec): 3 clusters Score: Raw -2587441.395615 + Penalty 1941.310179 = -2585500.085436 nChanged 38 SP:Iteration 53Q (13753.639292 sec): 3 clusters Score: Raw -2587443.745149 + Penalty 1941.310179 = -2585502.434970 nChanged 29 SP:Iteration 54Q (13753.679499 sec): 3 clusters Score: Raw -2587445.598527 + Penalty 1941.310179 = -2585504.288347 nChanged 43 SP:Iteration 55Q (13753.719657 sec): 3 clusters Score: Raw -2587448.746085 + Penalty 1941.310179 = -2585507.435905 nChanged 39 SP:Iteration 56Q (13753.760205 sec): 3 clusters Score: Raw -2587451.335089 + Penalty 1941.310179 = -2585510.024910 nChanged 40 SP:Iteration 57Q (13753.800304 sec): 3 clusters Score: Raw -2587453.981823 + Penalty 1941.310179 = -2585512.671643 nChanged 38 SP:Iteration 58Q (13753.840286 sec): 3 clusters Score: Raw -2587456.056849 + Penalty 1941.310179 = -2585514.746670 nChanged 27 SP:Iteration 59Q (13753.880324 sec): 3 clusters Score: Raw -2587457.462911 + Penalty 1941.310179 = -2585516.152732 nChanged 28 SP:Iteration 60F (13753.924325 sec): 3 clusters Score: Raw -2587459.114130 + Penalty 1941.310179 = -2585517.803950 nChanged 33 SP:Iteration 61Q (13753.964890 sec): 3 clusters Score: Raw -2587460.924980 + Penalty 1941.310179 = -2585519.614801 nChanged 32 SP:Iteration 62Q (13754.005173 sec): 3 clusters Score: Raw -2587462.745313 + Penalty 1941.310179 = -2585521.435133 nChanged 22 SP:Iteration 63Q (13754.045483 sec): 3 clusters Score: Raw -2587464.004609 + Penalty 1941.310179 = -2585522.694430 nChanged 20 SP:Iteration 64Q (13754.085839 sec): 3 clusters Score: Raw -2587465.327454 + Penalty 1941.310179 = -2585524.017275 nChanged 17 SP:Iteration 65Q (13754.125915 sec): 3 clusters Score: Raw -2587466.112739 + Penalty 1941.310179 = -2585524.802560 nChanged 14 SP:Iteration 66Q (13754.166280 sec): 3 clusters Score: Raw -2587466.528979 + Penalty 1941.310179 = -2585525.218800 nChanged 9 SP:Iteration 67Q (13754.206576 sec): 3 clusters Score: Raw -2587466.733957 + Penalty 1941.310179 = -2585525.423778 nChanged 7 SP:Iteration 68Q (13754.246933 sec): 3 clusters Score: Raw -2587466.871608 + Penalty 1941.310179 = -2585525.561429 nChanged 4 SP:Iteration 69Q (13754.287250 sec): 3 clusters Score: Raw -2587466.964291 + Penalty 1941.310179 = -2585525.654112 nChanged 6 SP:Iteration 70Q (13754.327363 sec): 3 clusters Score: Raw -2587467.162579 + Penalty 1941.310179 = -2585525.852399 nChanged 8 SP:Iteration 71Q (13754.367441 sec): 3 clusters Score: Raw -2587467.415574 + Penalty 1941.310179 = -2585526.105395 nChanged 7 SP:Iteration 72Q (13754.407770 sec): 3 clusters Score: Raw -2587467.582805 + Penalty 1941.310179 = -2585526.272626 nChanged 6 SP:Iteration 73Q (13754.448039 sec): 3 clusters Score: Raw -2587467.812635 + Penalty 1941.310179 = -2585526.502456 nChanged 7 SP:Iteration 74Q (13754.488204 sec): 3 clusters Score: Raw -2587468.021905 + Penalty 1941.310179 = -2585526.711726 nChanged 2 SP:Iteration 75Q (13754.528500 sec): 3 clusters Score: Raw -2587468.066676 + Penalty 1941.310179 = -2585526.756497 nChanged 1 SP:Iteration 76Q (13754.568669 sec): 3 clusters Score: Raw -2587468.095497 + Penalty 1941.310179 = -2585526.785317 nChanged 2 SP:Iteration 77Q (13754.608817 sec): 3 clusters Score: Raw -2587468.226704 + Penalty 1941.310179 = -2585526.916524 nChanged 4 SP:Iteration 78Q (13754.648966 sec): 3 clusters Score: Raw -2587468.361218 + Penalty 1941.310179 = -2585527.051038 nChanged 5 SP:Iteration 79Q (13754.689058 sec): 3 clusters Score: Raw -2587468.473771 + Penalty 1941.310179 = -2585527.163592 nChanged 3 SP:Iteration 80F (13754.732868 sec): 3 clusters Score: Raw -2587468.533747 + Penalty 1941.310179 = -2585527.223568 nChanged 3 SP:Iteration 81Q (13754.773274 sec): 3 clusters Score: Raw -2587468.620634 + Penalty 1941.310179 = -2585527.310455 nChanged 5 SP:Iteration 82Q (13754.813437 sec): 3 clusters Score: Raw -2587468.865054 + Penalty 1941.310179 = -2585527.554875 nChanged 5 SP:Iteration 83Q (13754.853595 sec): 3 clusters Score: Raw -2587468.999021 + Penalty 1941.310179 = -2585527.688842 nChanged 4 SP:Iteration 84Q (13754.893760 sec): 3 clusters Score: Raw -2587469.148589 + Penalty 1941.310179 = -2585527.838410 nChanged 4 SP:Iteration 85Q (13754.934094 sec): 3 clusters Score: Raw -2587469.251945 + Penalty 1941.310179 = -2585527.941766 nChanged 3 SP:Iteration 86Q (13754.974359 sec): 3 clusters Score: Raw -2587469.395102 + Penalty 1941.310179 = -2585528.084923 nChanged 2 SP:Iteration 87Q (13755.014511 sec): 3 clusters Score: Raw -2587469.441232 + Penalty 1941.310179 = -2585528.131052 nChanged 2 SP:Iteration 88Q (13755.066752 sec): 3 clusters Score: Raw -2587469.491085 + Penalty 1941.310179 = -2585528.180906 nChanged 0 SP:Iteration 89F (13755.110573 sec): 3 clusters Score: Raw -2587469.491085 + Penalty 1941.310179 = -2585528.180906 nChanged 0 Trying to split cluster 7 (82266 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13755.206296 sec): 2 clusters Score: Raw -7768681.762856 + Penalty 1075.182752 = -7767606.580104 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13755.317345 sec): 3 clusters Score: Raw -7714821.190276 + Penalty 2150.365504 = -7712670.824772 nChanged 39691 SP:Iteration 1F (13755.426028 sec): 3 clusters Score: Raw -7738043.354949 + Penalty 2150.365504 = -7735892.989445 nChanged 2763 SP:Iteration 2Q (13755.541089 sec): 3 clusters Score: Raw -7738801.283299 + Penalty 2150.365504 = -7736650.917796 nChanged 3050 SP:Iteration 3Q (13755.656318 sec): 3 clusters Score: Raw -7739832.863317 + Penalty 2150.365504 = -7737682.497813 nChanged 3707 SP:Iteration 4Q (13755.771063 sec): 3 clusters Score: Raw -7741483.581039 + Penalty 2150.365504 = -7739333.215535 nChanged 4641 SP:Iteration 5F (13755.879492 sec): 3 clusters Score: Raw -7744259.511698 + Penalty 2150.365504 = -7742109.146194 nChanged 5680 SP:Iteration 6F (13755.987972 sec): 3 clusters Score: Raw -7748583.875061 + Penalty 2150.365504 = -7746433.509557 nChanged 6235 SP:Iteration 7F (13756.096469 sec): 3 clusters Score: Raw -7754305.217111 + Penalty 2150.365504 = -7752154.851607 nChanged 5534 SP:Iteration 8F (13756.204676 sec): 3 clusters Score: Raw -7759776.968534 + Penalty 2150.365504 = -7757626.603031 nChanged 3743 SP:Iteration 9Q (13756.312846 sec): 3 clusters Score: Raw -7763327.401924 + Penalty 2150.365504 = -7761177.036420 nChanged 2425 SP:Iteration 10Q (13756.415379 sec): 3 clusters Score: Raw -7765329.912054 + Penalty 2150.365504 = -7763179.546550 nChanged 1586 SP:Iteration 11Q (13756.514293 sec): 3 clusters Score: Raw -7766494.706200 + Penalty 2150.365504 = -7764344.340697 nChanged 1100 SP:Iteration 12Q (13756.610156 sec): 3 clusters Score: Raw -7767241.110427 + Penalty 2150.365504 = -7765090.744923 nChanged 804 SP:Iteration 13Q (13756.704514 sec): 3 clusters Score: Raw -7767761.086452 + Penalty 2150.365504 = -7765610.720948 nChanged 645 SP:Iteration 14Q (13756.797451 sec): 3 clusters Score: Raw -7768164.393861 + Penalty 2150.365504 = -7766014.028357 nChanged 461 SP:Iteration 15Q (13756.888959 sec): 3 clusters Score: Raw -7768421.368637 + Penalty 2150.365504 = -7766271.003133 nChanged 330 SP:Iteration 16Q (13756.979666 sec): 3 clusters Score: Raw -7768588.521068 + Penalty 2150.365504 = -7766438.155564 nChanged 262 SP:Iteration 17Q (13757.069966 sec): 3 clusters Score: Raw -7768710.669993 + Penalty 2150.365504 = -7766560.304489 nChanged 180 SP:Iteration 18Q (13757.159940 sec): 3 clusters Score: Raw -7768793.028484 + Penalty 2150.365504 = -7766642.662980 nChanged 147 SP:Iteration 19Q (13757.249857 sec): 3 clusters Score: Raw -7768855.094422 + Penalty 2150.365504 = -7766704.728918 nChanged 117 SP:Iteration 20F (13757.357283 sec): 3 clusters Score: Raw -7768904.089468 + Penalty 2150.365504 = -7766753.723964 nChanged 88 SP:Iteration 21Q (13757.446706 sec): 3 clusters Score: Raw -7768934.141946 + Penalty 2150.365504 = -7766783.776442 nChanged 59 SP:Iteration 22Q (13757.536471 sec): 3 clusters Score: Raw -7768957.123349 + Penalty 2150.365504 = -7766806.757845 nChanged 54 SP:Iteration 23Q (13757.625713 sec): 3 clusters Score: Raw -7768973.789413 + Penalty 2150.365504 = -7766823.423909 nChanged 39 SP:Iteration 24Q (13757.714855 sec): 3 clusters Score: Raw -7768984.272557 + Penalty 2150.365504 = -7766833.907053 nChanged 36 SP:Iteration 25Q (13757.820101 sec): 3 clusters Score: Raw -7768993.196608 + Penalty 2150.365504 = -7766842.831104 nChanged 21 SP:Iteration 26Q (13757.909367 sec): 3 clusters Score: Raw -7768996.627865 + Penalty 2150.365504 = -7766846.262361 nChanged 19 SP:Iteration 27Q (13757.998488 sec): 3 clusters Score: Raw -7769000.587910 + Penalty 2150.365504 = -7766850.222406 nChanged 17 SP:Iteration 28Q (13758.087546 sec): 3 clusters Score: Raw -7769003.437531 + Penalty 2150.365504 = -7766853.072027 nChanged 14 SP:Iteration 29Q (13758.177030 sec): 3 clusters Score: Raw -7769005.765844 + Penalty 2150.365504 = -7766855.400340 nChanged 8 SP:Iteration 30Q (13758.266023 sec): 3 clusters Score: Raw -7769007.129949 + Penalty 2150.365504 = -7766856.764445 nChanged 10 SP:Iteration 31Q (13758.355246 sec): 3 clusters Score: Raw -7769009.199402 + Penalty 2150.365504 = -7766858.833898 nChanged 11 SP:Iteration 32Q (13758.444361 sec): 3 clusters Score: Raw -7769011.927872 + Penalty 2150.365504 = -7766861.562368 nChanged 11 SP:Iteration 33Q (13758.533401 sec): 3 clusters Score: Raw -7769015.143319 + Penalty 2150.365504 = -7766864.777815 nChanged 13 SP:Iteration 34Q (13758.650962 sec): 3 clusters Score: Raw -7769017.782906 + Penalty 2150.365504 = -7766867.417402 nChanged 10 SP:Iteration 35Q (13758.764175 sec): 3 clusters Score: Raw -7769019.640250 + Penalty 2150.365504 = -7766869.274746 nChanged 11 SP:Iteration 36Q (13758.853308 sec): 3 clusters Score: Raw -7769022.422393 + Penalty 2150.365504 = -7766872.056889 nChanged 12 SP:Iteration 37Q (13758.942463 sec): 3 clusters Score: Raw -7769024.916587 + Penalty 2150.365504 = -7766874.551083 nChanged 8 SP:Iteration 38Q (13759.031328 sec): 3 clusters Score: Raw -7769026.554852 + Penalty 2150.365504 = -7766876.189348 nChanged 4 SP:Iteration 39Q (13759.120402 sec): 3 clusters Score: Raw -7769027.634967 + Penalty 2150.365504 = -7766877.269463 nChanged 4 SP:Iteration 40F (13759.227624 sec): 3 clusters Score: Raw -7769028.720604 + Penalty 2150.365504 = -7766878.355100 nChanged 4 SP:Iteration 41Q (13759.316731 sec): 3 clusters Score: Raw -7769029.634883 + Penalty 2150.365504 = -7766879.269379 nChanged 5 SP:Iteration 42Q (13759.406014 sec): 3 clusters Score: Raw -7769030.500681 + Penalty 2150.365504 = -7766880.135177 nChanged 4 SP:Iteration 43Q (13759.495040 sec): 3 clusters Score: Raw -7769031.282894 + Penalty 2150.365504 = -7766880.917390 nChanged 7 SP:Iteration 44Q (13759.584034 sec): 3 clusters Score: Raw -7769032.104817 + Penalty 2150.365504 = -7766881.739313 nChanged 1 SP:Iteration 45Q (13759.673036 sec): 3 clusters Score: Raw -7769032.318704 + Penalty 2150.365504 = -7766881.953200 nChanged 3 SP:Iteration 46Q (13759.762233 sec): 3 clusters Score: Raw -7769032.954603 + Penalty 2150.365504 = -7766882.589099 nChanged 6 SP:Iteration 47Q (13759.851091 sec): 3 clusters Score: Raw -7769033.937323 + Penalty 2150.365504 = -7766883.571819 nChanged 4 SP:Iteration 48Q (13759.940132 sec): 3 clusters Score: Raw -7769034.496781 + Penalty 2150.365504 = -7766884.131277 nChanged 1 SP:Iteration 49Q (13760.029243 sec): 3 clusters Score: Raw -7769034.678740 + Penalty 2150.365504 = -7766884.313236 nChanged 3 SP:Iteration 50Q (13760.118230 sec): 3 clusters Score: Raw -7769035.147350 + Penalty 2150.365504 = -7766884.781846 nChanged 2 SP:Iteration 51Q (13760.207143 sec): 3 clusters Score: Raw -7769035.646180 + Penalty 2150.365504 = -7766885.280676 nChanged 7 SP:Iteration 52Q (13760.296219 sec): 3 clusters Score: Raw -7769036.831437 + Penalty 2150.365504 = -7766886.465933 nChanged 6 SP:Iteration 53Q (13760.385315 sec): 3 clusters Score: Raw -7769037.714432 + Penalty 2150.365504 = -7766887.348928 nChanged 2 SP:Iteration 54Q (13760.474592 sec): 3 clusters Score: Raw -7769038.005621 + Penalty 2150.365504 = -7766887.640117 nChanged 1 SP:Iteration 55Q (13760.563860 sec): 3 clusters Score: Raw -7769038.063760 + Penalty 2150.365504 = -7766887.698256 nChanged 1 SP:Iteration 56Q (13760.652886 sec): 3 clusters Score: Raw -7769038.211048 + Penalty 2150.365504 = -7766887.845544 nChanged 4 SP:Iteration 57Q (13760.742050 sec): 3 clusters Score: Raw -7769039.311708 + Penalty 2150.365504 = -7766888.946205 nChanged 1 SP:Iteration 58Q (13760.831141 sec): 3 clusters Score: Raw -7769039.557602 + Penalty 2150.365504 = -7766889.192098 nChanged 1 SP:Iteration 59Q (13760.920156 sec): 3 clusters Score: Raw -7769039.746891 + Penalty 2150.365504 = -7766889.381387 nChanged 2 SP:Iteration 60F (13761.027327 sec): 3 clusters Score: Raw -7769039.910588 + Penalty 2150.365504 = -7766889.545084 nChanged 2 SP:Iteration 61Q (13761.116514 sec): 3 clusters Score: Raw -7769040.116118 + Penalty 2150.365504 = -7766889.750615 nChanged 1 SP:Iteration 62Q (13761.205404 sec): 3 clusters Score: Raw -7769040.259050 + Penalty 2150.365504 = -7766889.893546 nChanged 3 SP:Iteration 63Q (13761.294266 sec): 3 clusters Score: Raw -7769040.715684 + Penalty 2150.365504 = -7766890.350180 nChanged 2 SP:Iteration 64Q (13761.383143 sec): 3 clusters Score: Raw -7769040.962246 + Penalty 2150.365504 = -7766890.596742 nChanged 0 SP:Iteration 65F (13761.490429 sec): 3 clusters Score: Raw -7769040.962246 + Penalty 2150.365504 = -7766890.596742 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13761.505097 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13761.530701 sec): 3 clusters Score: Raw -997593.727772 + Penalty 1758.890681 = -995834.837092 nChanged 4670 SP:Iteration 1F (13761.555321 sec): 3 clusters Score: Raw -1000318.321538 + Penalty 1758.890681 = -998559.430858 nChanged 626 SP:Iteration 2F (13761.579664 sec): 3 clusters Score: Raw -1000662.922658 + Penalty 1758.890681 = -998904.031977 nChanged 639 SP:Iteration 3F (13761.604006 sec): 3 clusters Score: Raw -1001048.180336 + Penalty 1758.890681 = -999289.289655 nChanged 651 SP:Iteration 4F (13761.628504 sec): 3 clusters Score: Raw -1001517.795778 + Penalty 1758.890681 = -999758.905097 nChanged 647 SP:Iteration 5F (13761.653378 sec): 3 clusters Score: Raw -1002052.037636 + Penalty 1758.890681 = -1000293.146955 nChanged 582 SP:Iteration 6F (13761.677742 sec): 3 clusters Score: Raw -1002557.997901 + Penalty 1758.890681 = -1000799.107220 nChanged 468 SP:Iteration 7Q (13761.701895 sec): 3 clusters Score: Raw -1002929.832625 + Penalty 1758.890681 = -1001170.941944 nChanged 356 SP:Iteration 8Q (13761.725875 sec): 3 clusters Score: Raw -1003189.029554 + Penalty 1758.890681 = -1001430.138873 nChanged 264 SP:Iteration 9Q (13761.749377 sec): 3 clusters Score: Raw -1003345.207984 + Penalty 1758.890681 = -1001586.317303 nChanged 198 SP:Iteration 10Q (13761.772683 sec): 3 clusters Score: Raw -1003462.012177 + Penalty 1758.890681 = -1001703.121496 nChanged 160 SP:Iteration 11Q (13761.796000 sec): 3 clusters Score: Raw -1003556.067448 + Penalty 1758.890681 = -1001797.176767 nChanged 136 SP:Iteration 12Q (13761.819104 sec): 3 clusters Score: Raw -1003638.630615 + Penalty 1758.890681 = -1001879.739934 nChanged 131 SP:Iteration 13Q (13761.841919 sec): 3 clusters Score: Raw -1003715.491440 + Penalty 1758.890681 = -1001956.600759 nChanged 99 SP:Iteration 14Q (13761.864801 sec): 3 clusters Score: Raw -1003761.109693 + Penalty 1758.890681 = -1002002.219012 nChanged 75 SP:Iteration 15Q (13761.887446 sec): 3 clusters Score: Raw -1003793.927744 + Penalty 1758.890681 = -1002035.037063 nChanged 66 SP:Iteration 16Q (13761.910021 sec): 3 clusters Score: Raw -1003822.096361 + Penalty 1758.890681 = -1002063.205680 nChanged 65 SP:Iteration 17Q (13761.932521 sec): 3 clusters Score: Raw -1003855.113260 + Penalty 1758.890681 = -1002096.222579 nChanged 61 SP:Iteration 18Q (13761.955090 sec): 3 clusters Score: Raw -1003879.610291 + Penalty 1758.890681 = -1002120.719611 nChanged 37 SP:Iteration 19Q (13761.977557 sec): 3 clusters Score: Raw -1003891.880258 + Penalty 1758.890681 = -1002132.989577 nChanged 34 SP:Iteration 20F (13762.002085 sec): 3 clusters Score: Raw -1003903.102805 + Penalty 1758.890681 = -1002144.212124 nChanged 42 SP:Iteration 21Q (13762.024456 sec): 3 clusters Score: Raw -1003919.667686 + Penalty 1758.890681 = -1002160.777005 nChanged 39 SP:Iteration 22Q (13762.046716 sec): 3 clusters Score: Raw -1003937.865801 + Penalty 1758.890681 = -1002178.975120 nChanged 32 SP:Iteration 23Q (13762.068968 sec): 3 clusters Score: Raw -1003947.917834 + Penalty 1758.890681 = -1002189.027153 nChanged 20 SP:Iteration 24Q (13762.091303 sec): 3 clusters Score: Raw -1003952.062110 + Penalty 1758.890681 = -1002193.171429 nChanged 13 SP:Iteration 25Q (13762.113469 sec): 3 clusters Score: Raw -1003955.776514 + Penalty 1758.890681 = -1002196.885833 nChanged 11 SP:Iteration 26Q (13762.135698 sec): 3 clusters Score: Raw -1003958.511234 + Penalty 1758.890681 = -1002199.620553 nChanged 12 SP:Iteration 27Q (13762.157895 sec): 3 clusters Score: Raw -1003961.660853 + Penalty 1758.890681 = -1002202.770172 nChanged 13 SP:Iteration 28Q (13762.180063 sec): 3 clusters Score: Raw -1003964.748451 + Penalty 1758.890681 = -1002205.857770 nChanged 10 SP:Iteration 29Q (13762.202255 sec): 3 clusters Score: Raw -1003967.589518 + Penalty 1758.890681 = -1002208.698837 nChanged 10 SP:Iteration 30Q (13762.224336 sec): 3 clusters Score: Raw -1003969.862826 + Penalty 1758.890681 = -1002210.972145 nChanged 6 SP:Iteration 31Q (13762.246776 sec): 3 clusters Score: Raw -1003971.529253 + Penalty 1758.890681 = -1002212.638572 nChanged 6 SP:Iteration 32Q (13762.269143 sec): 3 clusters Score: Raw -1003973.673936 + Penalty 1758.890681 = -1002214.783255 nChanged 9 SP:Iteration 33Q (13762.291301 sec): 3 clusters Score: Raw -1003975.611625 + Penalty 1758.890681 = -1002216.720944 nChanged 5 SP:Iteration 34Q (13762.313549 sec): 3 clusters Score: Raw -1003977.874168 + Penalty 1758.890681 = -1002218.983487 nChanged 7 SP:Iteration 35Q (13762.335883 sec): 3 clusters Score: Raw -1003980.732580 + Penalty 1758.890681 = -1002221.841899 nChanged 13 SP:Iteration 36Q (13762.357998 sec): 3 clusters Score: Raw -1003984.274654 + Penalty 1758.890681 = -1002225.383973 nChanged 7 SP:Iteration 37Q (13762.380243 sec): 3 clusters Score: Raw -1003985.928630 + Penalty 1758.890681 = -1002227.037949 nChanged 6 SP:Iteration 38Q (13762.402324 sec): 3 clusters Score: Raw -1003986.848511 + Penalty 1758.890681 = -1002227.957830 nChanged 3 SP:Iteration 39Q (13762.424458 sec): 3 clusters Score: Raw -1003987.836538 + Penalty 1758.890681 = -1002228.945857 nChanged 6 SP:Iteration 40F (13762.469266 sec): 3 clusters Score: Raw -1003989.127561 + Penalty 1758.890681 = -1002230.236880 nChanged 3 SP:Iteration 41Q (13762.482226 sec): 3 clusters Score: Raw -1003989.843304 + Penalty 1758.890681 = -1002230.952623 nChanged 2 SP:Iteration 42Q (13762.504217 sec): 3 clusters Score: Raw -1003990.846365 + Penalty 1758.890681 = -1002231.955684 nChanged 3 SP:Iteration 43Q (13762.532696 sec): 3 clusters Score: Raw -1003991.915320 + Penalty 1758.890681 = -1002233.024639 nChanged 4 SP:Iteration 44Q (13762.554929 sec): 3 clusters Score: Raw -1003992.669332 + Penalty 1758.890681 = -1002233.778651 nChanged 1 SP:Iteration 45Q (13762.577068 sec): 3 clusters Score: Raw -1003992.742897 + Penalty 1758.890681 = -1002233.852217 nChanged 1 SP:Iteration 46Q (13762.599293 sec): 3 clusters Score: Raw -1003992.994315 + Penalty 1758.890681 = -1002234.103634 nChanged 3 SP:Iteration 47Q (13762.621492 sec): 3 clusters Score: Raw -1003993.943904 + Penalty 1758.890681 = -1002235.053223 nChanged 3 SP:Iteration 48Q (13762.643815 sec): 3 clusters Score: Raw -1003994.666781 + Penalty 1758.890681 = -1002235.776100 nChanged 3 SP:Iteration 49Q (13762.665863 sec): 3 clusters Score: Raw -1003996.037209 + Penalty 1758.890681 = -1002237.146528 nChanged 9 SP:Iteration 50Q (13762.687948 sec): 3 clusters Score: Raw -1003999.769794 + Penalty 1758.890681 = -1002240.879113 nChanged 10 SP:Iteration 51Q (13762.710235 sec): 3 clusters Score: Raw -1004001.823983 + Penalty 1758.890681 = -1002242.933302 nChanged 4 SP:Iteration 52Q (13762.732401 sec): 3 clusters Score: Raw -1004002.615399 + Penalty 1758.890681 = -1002243.724718 nChanged 4 SP:Iteration 53Q (13762.754603 sec): 3 clusters Score: Raw -1004003.246549 + Penalty 1758.890681 = -1002244.355868 nChanged 6 SP:Iteration 54Q (13762.776743 sec): 3 clusters Score: Raw -1004004.212808 + Penalty 1758.890681 = -1002245.322127 nChanged 3 SP:Iteration 55Q (13762.798840 sec): 3 clusters Score: Raw -1004004.957501 + Penalty 1758.890681 = -1002246.066821 nChanged 1 SP:Iteration 56Q (13762.820993 sec): 3 clusters Score: Raw -1004005.296722 + Penalty 1758.890681 = -1002246.406041 nChanged 3 SP:Iteration 57Q (13762.842971 sec): 3 clusters Score: Raw -1004006.317777 + Penalty 1758.890681 = -1002247.427096 nChanged 1 SP:Iteration 58Q (13762.865172 sec): 3 clusters Score: Raw -1004006.522328 + Penalty 1758.890681 = -1002247.631648 nChanged 0 SP:Iteration 59F (13762.889474 sec): 3 clusters Score: Raw -1004006.522328 + Penalty 1758.890681 = -1002247.631648 nChanged 0 Trying to split cluster 9 (15902 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13762.917578 sec): 2 clusters Score: Raw -1443235.913920 + Penalty 919.049016 = -1442316.864905 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13762.950150 sec): 3 clusters Score: Raw -1433442.684272 + Penalty 1838.098032 = -1431604.586240 nChanged 7352 SP:Iteration 1F (13762.981237 sec): 3 clusters Score: Raw -1438008.249459 + Penalty 1838.098032 = -1436170.151427 nChanged 1045 SP:Iteration 2F (13763.012308 sec): 3 clusters Score: Raw -1438526.206533 + Penalty 1838.098032 = -1436688.108501 nChanged 992 SP:Iteration 3F (13763.043237 sec): 3 clusters Score: Raw -1439110.748446 + Penalty 1838.098032 = -1437272.650414 nChanged 1061 SP:Iteration 4F (13763.074534 sec): 3 clusters Score: Raw -1439812.864446 + Penalty 1838.098032 = -1437974.766414 nChanged 1044 SP:Iteration 5F (13763.105508 sec): 3 clusters Score: Raw -1440569.323159 + Penalty 1838.098032 = -1438731.225128 nChanged 991 SP:Iteration 6F (13763.136663 sec): 3 clusters Score: Raw -1441317.868700 + Penalty 1838.098032 = -1439479.770668 nChanged 784 SP:Iteration 7Q (13763.167913 sec): 3 clusters Score: Raw -1441907.506317 + Penalty 1838.098032 = -1440069.408285 nChanged 686 SP:Iteration 8Q (13763.198682 sec): 3 clusters Score: Raw -1442453.073616 + Penalty 1838.098032 = -1440614.975584 nChanged 581 SP:Iteration 9Q (13763.229077 sec): 3 clusters Score: Raw -1442940.686609 + Penalty 1838.098032 = -1441102.588578 nChanged 434 SP:Iteration 10Q (13763.258835 sec): 3 clusters Score: Raw -1443289.689972 + Penalty 1838.098032 = -1441451.591940 nChanged 278 SP:Iteration 11Q (13763.288187 sec): 3 clusters Score: Raw -1443488.266878 + Penalty 1838.098032 = -1441650.168847 nChanged 167 SP:Iteration 12Q (13763.316914 sec): 3 clusters Score: Raw -1443588.379925 + Penalty 1838.098032 = -1441750.281894 nChanged 85 SP:Iteration 13Q (13763.345744 sec): 3 clusters Score: Raw -1443641.584645 + Penalty 1838.098032 = -1441803.486613 nChanged 46 SP:Iteration 14Q (13763.373776 sec): 3 clusters Score: Raw -1443670.523878 + Penalty 1838.098032 = -1441832.425846 nChanged 29 SP:Iteration 15Q (13763.401581 sec): 3 clusters Score: Raw -1443689.177869 + Penalty 1838.098032 = -1441851.079838 nChanged 29 SP:Iteration 16Q (13763.429603 sec): 3 clusters Score: Raw -1443710.756013 + Penalty 1838.098032 = -1441872.657982 nChanged 25 SP:Iteration 17Q (13763.457230 sec): 3 clusters Score: Raw -1443737.423791 + Penalty 1838.098032 = -1441899.325760 nChanged 26 SP:Iteration 18Q (13763.484657 sec): 3 clusters Score: Raw -1443760.898862 + Penalty 1838.098032 = -1441922.800830 nChanged 19 SP:Iteration 19Q (13763.512088 sec): 3 clusters Score: Raw -1443778.762008 + Penalty 1838.098032 = -1441940.663977 nChanged 16 SP:Iteration 20F (13763.542869 sec): 3 clusters Score: Raw -1443803.732569 + Penalty 1838.098032 = -1441965.634538 nChanged 16 SP:Iteration 21Q (13763.570093 sec): 3 clusters Score: Raw -1443829.222405 + Penalty 1838.098032 = -1441991.124374 nChanged 13 SP:Iteration 22Q (13763.597349 sec): 3 clusters Score: Raw -1443838.271960 + Penalty 1838.098032 = -1442000.173929 nChanged 12 SP:Iteration 23Q (13763.624282 sec): 3 clusters Score: Raw -1443846.492113 + Penalty 1838.098032 = -1442008.394081 nChanged 3 SP:Iteration 24Q (13763.651212 sec): 3 clusters Score: Raw -1443848.274702 + Penalty 1838.098032 = -1442010.176671 nChanged 4 SP:Iteration 25Q (13763.678092 sec): 3 clusters Score: Raw -1443852.143610 + Penalty 1838.098032 = -1442014.045578 nChanged 4 SP:Iteration 26Q (13763.704987 sec): 3 clusters Score: Raw -1443853.852746 + Penalty 1838.098032 = -1442015.754715 nChanged 1 SP:Iteration 27Q (13763.731774 sec): 3 clusters Score: Raw -1443854.263441 + Penalty 1838.098032 = -1442016.165410 nChanged 2 SP:Iteration 28Q (13763.758710 sec): 3 clusters Score: Raw -1443855.525112 + Penalty 1838.098032 = -1442017.427081 nChanged 4 SP:Iteration 29Q (13763.785734 sec): 3 clusters Score: Raw -1443857.315920 + Penalty 1838.098032 = -1442019.217888 nChanged 4 SP:Iteration 30Q (13763.812486 sec): 3 clusters Score: Raw -1443859.432975 + Penalty 1838.098032 = -1442021.334943 nChanged 6 SP:Iteration 31Q (13763.839283 sec): 3 clusters Score: Raw -1443860.846331 + Penalty 1838.098032 = -1442022.748300 nChanged 2 SP:Iteration 32Q (13763.866101 sec): 3 clusters Score: Raw -1443861.640207 + Penalty 1838.098032 = -1442023.542175 nChanged 3 SP:Iteration 33Q (13763.892905 sec): 3 clusters Score: Raw -1443862.896226 + Penalty 1838.098032 = -1442024.798194 nChanged 1 SP:Iteration 34Q (13763.919698 sec): 3 clusters Score: Raw -1443863.421341 + Penalty 1838.098032 = -1442025.323309 nChanged 2 SP:Iteration 35Q (13763.946403 sec): 3 clusters Score: Raw -1443863.749302 + Penalty 1838.098032 = -1442025.651270 nChanged 0 SP:Iteration 36F (13763.977302 sec): 3 clusters Score: Raw -1443863.749302 + Penalty 1838.098032 = -1442025.651270 nChanged 0 Trying to split cluster 10 (30994 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13764.017531 sec): 2 clusters Score: Raw -2982509.195111 + Penalty 982.447147 = -2981526.747964 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13764.069547 sec): 3 clusters Score: Raw -2962868.136208 + Penalty 1964.894294 = -2960903.241914 nChanged 14575 SP:Iteration 1F (13764.117741 sec): 3 clusters Score: Raw -2971206.375888 + Penalty 1964.894294 = -2969241.481594 nChanged 1344 SP:Iteration 2Q (13764.167064 sec): 3 clusters Score: Raw -2971672.844222 + Penalty 1964.894294 = -2969707.949928 nChanged 1419 SP:Iteration 3Q (13764.215539 sec): 3 clusters Score: Raw -2972295.703882 + Penalty 1964.894294 = -2970330.809588 nChanged 1579 SP:Iteration 4F (13764.263036 sec): 3 clusters Score: Raw -2973193.173936 + Penalty 1964.894294 = -2971228.279642 nChanged 1820 SP:Iteration 5F (13764.311489 sec): 3 clusters Score: Raw -2974555.043019 + Penalty 1964.894294 = -2972590.148725 nChanged 1936 SP:Iteration 6F (13764.359596 sec): 3 clusters Score: Raw -2976076.300889 + Penalty 1964.894294 = -2974111.406595 nChanged 1744 SP:Iteration 7F (13764.407824 sec): 3 clusters Score: Raw -2977332.957605 + Penalty 1964.894294 = -2975368.063311 nChanged 1441 SP:Iteration 8Q (13764.455859 sec): 3 clusters Score: Raw -2978128.610829 + Penalty 1964.894294 = -2976163.716535 nChanged 956 SP:Iteration 9Q (13764.502532 sec): 3 clusters Score: Raw -2978490.966274 + Penalty 1964.894294 = -2976526.071980 nChanged 645 SP:Iteration 10Q (13764.548767 sec): 3 clusters Score: Raw -2978685.424669 + Penalty 1964.894294 = -2976720.530375 nChanged 471 SP:Iteration 11Q (13764.594752 sec): 3 clusters Score: Raw -2978823.776928 + Penalty 1964.894294 = -2976858.882634 nChanged 478 SP:Iteration 12Q (13764.640644 sec): 3 clusters Score: Raw -2978968.699706 + Penalty 1964.894294 = -2977003.805412 nChanged 460 SP:Iteration 13Q (13764.686154 sec): 3 clusters Score: Raw -2979115.139305 + Penalty 1964.894294 = -2977150.245011 nChanged 482 SP:Iteration 14Q (13764.731494 sec): 3 clusters Score: Raw -2979282.493452 + Penalty 1964.894294 = -2977317.599158 nChanged 465 SP:Iteration 15Q (13764.776806 sec): 3 clusters Score: Raw -2979455.439813 + Penalty 1964.894294 = -2977490.545519 nChanged 509 SP:Iteration 16Q (13764.821691 sec): 3 clusters Score: Raw -2979660.177840 + Penalty 1964.894294 = -2977695.283546 nChanged 493 SP:Iteration 17Q (13764.866418 sec): 3 clusters Score: Raw -2979864.106514 + Penalty 1964.894294 = -2977899.212220 nChanged 473 SP:Iteration 18Q (13764.910809 sec): 3 clusters Score: Raw -2980074.469576 + Penalty 1964.894294 = -2978109.575282 nChanged 499 SP:Iteration 19Q (13764.955374 sec): 3 clusters Score: Raw -2980302.403768 + Penalty 1964.894294 = -2978337.509474 nChanged 499 SP:Iteration 20F (13765.003471 sec): 3 clusters Score: Raw -2980542.294084 + Penalty 1964.894294 = -2978577.399790 nChanged 499 SP:Iteration 21Q (13765.047435 sec): 3 clusters Score: Raw -2980781.593643 + Penalty 1964.894294 = -2978816.699348 nChanged 478 SP:Iteration 22Q (13765.090845 sec): 3 clusters Score: Raw -2981034.258083 + Penalty 1964.894294 = -2979069.363789 nChanged 456 SP:Iteration 23Q (13765.133930 sec): 3 clusters Score: Raw -2981276.605518 + Penalty 1964.894294 = -2979311.711224 nChanged 429 SP:Iteration 24Q (13765.176974 sec): 3 clusters Score: Raw -2981502.716735 + Penalty 1964.894294 = -2979537.822441 nChanged 379 SP:Iteration 25Q (13765.219256 sec): 3 clusters Score: Raw -2981689.873683 + Penalty 1964.894294 = -2979724.979389 nChanged 318 SP:Iteration 26Q (13765.261359 sec): 3 clusters Score: Raw -2981839.501338 + Penalty 1964.894294 = -2979874.607044 nChanged 320 SP:Iteration 27Q (13765.303026 sec): 3 clusters Score: Raw -2981978.370866 + Penalty 1964.894294 = -2980013.476572 nChanged 275 SP:Iteration 28Q (13765.344347 sec): 3 clusters Score: Raw -2982089.733481 + Penalty 1964.894294 = -2980124.839186 nChanged 227 SP:Iteration 29Q (13765.385245 sec): 3 clusters Score: Raw -2982178.826807 + Penalty 1964.894294 = -2980213.932513 nChanged 210 SP:Iteration 30Q (13765.425892 sec): 3 clusters Score: Raw -2982255.934333 + Penalty 1964.894294 = -2980291.040039 nChanged 167 SP:Iteration 31Q (13765.466666 sec): 3 clusters Score: Raw -2982312.577133 + Penalty 1964.894294 = -2980347.682838 nChanged 149 SP:Iteration 32Q (13765.507237 sec): 3 clusters Score: Raw -2982367.898866 + Penalty 1964.894294 = -2980403.004572 nChanged 131 SP:Iteration 33Q (13765.547780 sec): 3 clusters Score: Raw -2982416.494515 + Penalty 1964.894294 = -2980451.600221 nChanged 104 SP:Iteration 34Q (13765.589089 sec): 3 clusters Score: Raw -2982451.750533 + Penalty 1964.894294 = -2980486.856239 nChanged 81 SP:Iteration 35Q (13765.630286 sec): 3 clusters Score: Raw -2982482.203262 + Penalty 1964.894294 = -2980517.308968 nChanged 83 SP:Iteration 36Q (13765.670950 sec): 3 clusters Score: Raw -2982513.401461 + Penalty 1964.894294 = -2980548.507167 nChanged 72 SP:Iteration 37Q (13765.711914 sec): 3 clusters Score: Raw -2982542.396214 + Penalty 1964.894294 = -2980577.501920 nChanged 71 SP:Iteration 38Q (13765.752639 sec): 3 clusters Score: Raw -2982573.273496 + Penalty 1964.894294 = -2980608.379202 nChanged 63 SP:Iteration 39Q (13765.792532 sec): 3 clusters Score: Raw -2982599.877936 + Penalty 1964.894294 = -2980634.983642 nChanged 54 SP:Iteration 40F (13765.840753 sec): 3 clusters Score: Raw -2982617.497977 + Penalty 1964.894294 = -2980652.603683 nChanged 34 SP:Iteration 41Q (13765.880811 sec): 3 clusters Score: Raw -2982628.728687 + Penalty 1964.894294 = -2980663.834393 nChanged 26 SP:Iteration 42Q (13765.920526 sec): 3 clusters Score: Raw -2982638.560360 + Penalty 1964.894294 = -2980673.666066 nChanged 26 SP:Iteration 43Q (13765.960267 sec): 3 clusters Score: Raw -2982646.402174 + Penalty 1964.894294 = -2980681.507879 nChanged 22 SP:Iteration 44Q (13766.000667 sec): 3 clusters Score: Raw -2982652.964519 + Penalty 1964.894294 = -2980688.070225 nChanged 20 SP:Iteration 45Q (13766.040150 sec): 3 clusters Score: Raw -2982660.900542 + Penalty 1964.894294 = -2980696.006248 nChanged 24 SP:Iteration 46Q (13766.079588 sec): 3 clusters Score: Raw -2982669.468332 + Penalty 1964.894294 = -2980704.574038 nChanged 22 SP:Iteration 47Q (13766.119536 sec): 3 clusters Score: Raw -2982675.437609 + Penalty 1964.894294 = -2980710.543315 nChanged 13 SP:Iteration 48Q (13766.158941 sec): 3 clusters Score: Raw -2982678.112360 + Penalty 1964.894294 = -2980713.218066 nChanged 8 SP:Iteration 49Q (13766.198591 sec): 3 clusters Score: Raw -2982679.961259 + Penalty 1964.894294 = -2980715.066965 nChanged 5 SP:Iteration 50Q (13766.238348 sec): 3 clusters Score: Raw -2982681.045976 + Penalty 1964.894294 = -2980716.151682 nChanged 6 SP:Iteration 51Q (13766.278139 sec): 3 clusters Score: Raw -2982682.162532 + Penalty 1964.894294 = -2980717.268238 nChanged 5 SP:Iteration 52Q (13766.317460 sec): 3 clusters Score: Raw -2982683.075244 + Penalty 1964.894294 = -2980718.180950 nChanged 6 SP:Iteration 53Q (13766.357161 sec): 3 clusters Score: Raw -2982684.672641 + Penalty 1964.894294 = -2980719.778347 nChanged 8 SP:Iteration 54Q (13766.396589 sec): 3 clusters Score: Raw -2982687.067869 + Penalty 1964.894294 = -2980722.173575 nChanged 11 SP:Iteration 55Q (13766.436333 sec): 3 clusters Score: Raw -2982690.075808 + Penalty 1964.894294 = -2980725.181514 nChanged 9 SP:Iteration 56Q (13766.476095 sec): 3 clusters Score: Raw -2982693.146755 + Penalty 1964.894294 = -2980728.252461 nChanged 6 SP:Iteration 57Q (13766.515868 sec): 3 clusters Score: Raw -2982694.670788 + Penalty 1964.894294 = -2980729.776494 nChanged 8 SP:Iteration 58Q (13766.555769 sec): 3 clusters Score: Raw -2982696.519917 + Penalty 1964.894294 = -2980731.625623 nChanged 10 SP:Iteration 59Q (13766.595341 sec): 3 clusters Score: Raw -2982699.366190 + Penalty 1964.894294 = -2980734.471895 nChanged 5 SP:Iteration 60F (13766.643295 sec): 3 clusters Score: Raw -2982700.406702 + Penalty 1964.894294 = -2980735.512408 nChanged 7 SP:Iteration 61Q (13766.683004 sec): 3 clusters Score: Raw -2982702.194195 + Penalty 1964.894294 = -2980737.299901 nChanged 8 SP:Iteration 62Q (13766.722724 sec): 3 clusters Score: Raw -2982703.651383 + Penalty 1964.894294 = -2980738.757089 nChanged 3 SP:Iteration 63Q (13766.762340 sec): 3 clusters Score: Raw -2982704.529017 + Penalty 1964.894294 = -2980739.634723 nChanged 4 SP:Iteration 64Q (13766.801790 sec): 3 clusters Score: Raw -2982705.570044 + Penalty 1964.894294 = -2980740.675750 nChanged 2 SP:Iteration 65Q (13766.841466 sec): 3 clusters Score: Raw -2982706.047243 + Penalty 1964.894294 = -2980741.152949 nChanged 3 SP:Iteration 66Q (13766.880997 sec): 3 clusters Score: Raw -2982706.772668 + Penalty 1964.894294 = -2980741.878374 nChanged 4 SP:Iteration 67Q (13766.920576 sec): 3 clusters Score: Raw -2982707.221969 + Penalty 1964.894294 = -2980742.327675 nChanged 3 SP:Iteration 68Q (13766.960314 sec): 3 clusters Score: Raw -2982707.757703 + Penalty 1964.894294 = -2980742.863409 nChanged 0 SP:Iteration 69F (13767.020634 sec): 3 clusters Score: Raw -2982707.757703 + Penalty 1964.894294 = -2980742.863409 nChanged 0 Trying to split cluster 11 (60027 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13767.091694 sec): 2 clusters Score: Raw -5489133.927340 + Penalty 1045.242225 = -5488088.685115 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13767.179325 sec): 3 clusters Score: Raw -5450021.081585 + Penalty 2090.484451 = -5447930.597134 nChanged 28481 SP:Iteration 1F (13767.261313 sec): 3 clusters Score: Raw -5467429.139123 + Penalty 2090.484451 = -5465338.654673 nChanged 2825 SP:Iteration 2Q (13767.347639 sec): 3 clusters Score: Raw -5468521.264171 + Penalty 2090.484451 = -5466430.779721 nChanged 3105 SP:Iteration 3F (13767.429669 sec): 3 clusters Score: Raw -5469996.043204 + Penalty 2090.484451 = -5467905.558753 nChanged 3616 SP:Iteration 4F (13767.511729 sec): 3 clusters Score: Raw -5472109.596004 + Penalty 2090.484451 = -5470019.111553 nChanged 4083 SP:Iteration 5F (13767.593731 sec): 3 clusters Score: Raw -5474981.379662 + Penalty 2090.484451 = -5472890.895211 nChanged 4077 SP:Iteration 6F (13767.676040 sec): 3 clusters Score: Raw -5478148.534740 + Penalty 2090.484451 = -5476058.050289 nChanged 3507 SP:Iteration 7F (13767.758224 sec): 3 clusters Score: Raw -5480997.096626 + Penalty 2090.484451 = -5478906.612176 nChanged 2768 SP:Iteration 8Q (13767.841349 sec): 3 clusters Score: Raw -5482919.602102 + Penalty 2090.484451 = -5480829.117652 nChanged 1948 SP:Iteration 9Q (13767.921816 sec): 3 clusters Score: Raw -5484017.062577 + Penalty 2090.484451 = -5481926.578126 nChanged 1376 SP:Iteration 10Q (13768.000697 sec): 3 clusters Score: Raw -5484785.115222 + Penalty 2090.484451 = -5482694.630772 nChanged 1121 SP:Iteration 11Q (13768.078999 sec): 3 clusters Score: Raw -5485478.149472 + Penalty 2090.484451 = -5483387.665022 nChanged 1012 SP:Iteration 12Q (13768.156343 sec): 3 clusters Score: Raw -5486150.209552 + Penalty 2090.484451 = -5484059.725102 nChanged 950 SP:Iteration 13Q (13768.232696 sec): 3 clusters Score: Raw -5486829.386348 + Penalty 2090.484451 = -5484738.901897 nChanged 897 SP:Iteration 14Q (13768.308321 sec): 3 clusters Score: Raw -5487510.289564 + Penalty 2090.484451 = -5485419.805113 nChanged 829 SP:Iteration 15Q (13768.383205 sec): 3 clusters Score: Raw -5488052.453907 + Penalty 2090.484451 = -5485961.969457 nChanged 738 SP:Iteration 16Q (13768.457232 sec): 3 clusters Score: Raw -5488438.570143 + Penalty 2090.484451 = -5486348.085693 nChanged 622 SP:Iteration 17Q (13768.530786 sec): 3 clusters Score: Raw -5488713.826091 + Penalty 2090.484451 = -5486623.341641 nChanged 503 SP:Iteration 18Q (13768.604080 sec): 3 clusters Score: Raw -5488888.244261 + Penalty 2090.484451 = -5486797.759811 nChanged 385 SP:Iteration 19Q (13768.677052 sec): 3 clusters Score: Raw -5488997.980005 + Penalty 2090.484451 = -5486907.495555 nChanged 327 SP:Iteration 20F (13768.759129 sec): 3 clusters Score: Raw -5489080.741895 + Penalty 2090.484451 = -5486990.257445 nChanged 262 SP:Iteration 21Q (13768.831947 sec): 3 clusters Score: Raw -5489134.395217 + Penalty 2090.484451 = -5487043.910766 nChanged 199 SP:Iteration 22Q (13768.904581 sec): 3 clusters Score: Raw -5489170.405091 + Penalty 2090.484451 = -5487079.920640 nChanged 164 SP:Iteration 23Q (13768.977073 sec): 3 clusters Score: Raw -5489194.015799 + Penalty 2090.484451 = -5487103.531349 nChanged 126 SP:Iteration 24Q (13769.049544 sec): 3 clusters Score: Raw -5489211.597409 + Penalty 2090.484451 = -5487121.112958 nChanged 120 SP:Iteration 25Q (13769.121749 sec): 3 clusters Score: Raw -5489227.362087 + Penalty 2090.484451 = -5487136.877637 nChanged 90 SP:Iteration 26Q (13769.193669 sec): 3 clusters Score: Raw -5489237.474555 + Penalty 2090.484451 = -5487146.990104 nChanged 87 SP:Iteration 27Q (13769.265773 sec): 3 clusters Score: Raw -5489245.704085 + Penalty 2090.484451 = -5487155.219634 nChanged 82 SP:Iteration 28Q (13769.337720 sec): 3 clusters Score: Raw -5489252.247769 + Penalty 2090.484451 = -5487161.763318 nChanged 62 SP:Iteration 29Q (13769.409715 sec): 3 clusters Score: Raw -5489256.909236 + Penalty 2090.484451 = -5487166.424785 nChanged 66 SP:Iteration 30Q (13769.481740 sec): 3 clusters Score: Raw -5489261.214839 + Penalty 2090.484451 = -5487170.730388 nChanged 57 SP:Iteration 31Q (13769.553823 sec): 3 clusters Score: Raw -5489265.613192 + Penalty 2090.484451 = -5487175.128741 nChanged 57 SP:Iteration 32Q (13769.625665 sec): 3 clusters Score: Raw -5489269.280976 + Penalty 2090.484451 = -5487178.796525 nChanged 40 SP:Iteration 33Q (13769.697617 sec): 3 clusters Score: Raw -5489271.358672 + Penalty 2090.484451 = -5487180.874221 nChanged 35 SP:Iteration 34Q (13769.769484 sec): 3 clusters Score: Raw -5489273.510093 + Penalty 2090.484451 = -5487183.025642 nChanged 39 SP:Iteration 35Q (13769.841293 sec): 3 clusters Score: Raw -5489275.932065 + Penalty 2090.484451 = -5487185.447614 nChanged 36 SP:Iteration 36Q (13769.913086 sec): 3 clusters Score: Raw -5489277.938727 + Penalty 2090.484451 = -5487187.454276 nChanged 29 SP:Iteration 37Q (13769.984378 sec): 3 clusters Score: Raw -5489279.224659 + Penalty 2090.484451 = -5487188.740208 nChanged 30 SP:Iteration 38Q (13770.056199 sec): 3 clusters Score: Raw -5489280.473934 + Penalty 2090.484451 = -5487189.989483 nChanged 32 SP:Iteration 39Q (13770.127651 sec): 3 clusters Score: Raw -5489282.529470 + Penalty 2090.484451 = -5487192.045019 nChanged 38 SP:Iteration 40F (13770.209611 sec): 3 clusters Score: Raw -5489284.833300 + Penalty 2090.484451 = -5487194.348849 nChanged 33 SP:Iteration 41Q (13770.281174 sec): 3 clusters Score: Raw -5489286.903414 + Penalty 2090.484451 = -5487196.418963 nChanged 38 SP:Iteration 42Q (13770.352665 sec): 3 clusters Score: Raw -5489289.352904 + Penalty 2090.484451 = -5487198.868453 nChanged 39 SP:Iteration 43Q (13770.424360 sec): 3 clusters Score: Raw -5489291.601249 + Penalty 2090.484451 = -5487201.116798 nChanged 29 SP:Iteration 44Q (13770.495936 sec): 3 clusters Score: Raw -5489293.004115 + Penalty 2090.484451 = -5487202.519664 nChanged 27 SP:Iteration 45Q (13770.567627 sec): 3 clusters Score: Raw -5489294.078242 + Penalty 2090.484451 = -5487203.593792 nChanged 23 SP:Iteration 46Q (13770.639341 sec): 3 clusters Score: Raw -5489295.148385 + Penalty 2090.484451 = -5487204.663934 nChanged 19 SP:Iteration 47Q (13770.710803 sec): 3 clusters Score: Raw -5489295.904006 + Penalty 2090.484451 = -5487205.419555 nChanged 12 SP:Iteration 48Q (13770.782824 sec): 3 clusters Score: Raw -5489296.431317 + Penalty 2090.484451 = -5487205.946866 nChanged 8 SP:Iteration 49Q (13770.854468 sec): 3 clusters Score: Raw -5489296.681817 + Penalty 2090.484451 = -5487206.197366 nChanged 8 SP:Iteration 50Q (13770.936143 sec): 3 clusters Score: Raw -5489296.866828 + Penalty 2090.484451 = -5487206.382378 nChanged 5 SP:Iteration 51Q (13771.008689 sec): 3 clusters Score: Raw -5489296.967850 + Penalty 2090.484451 = -5487206.483399 nChanged 2 SP:Iteration 52Q (13771.080141 sec): 3 clusters Score: Raw -5489297.011416 + Penalty 2090.484451 = -5487206.526965 nChanged 4 SP:Iteration 53Q (13771.151714 sec): 3 clusters Score: Raw -5489297.085870 + Penalty 2090.484451 = -5487206.601419 nChanged 3 SP:Iteration 54Q (13771.223334 sec): 3 clusters Score: Raw -5489297.124714 + Penalty 2090.484451 = -5487206.640264 nChanged 0 SP:Iteration 55F (13771.305426 sec): 3 clusters Score: Raw -5489297.124714 + Penalty 2090.484451 = -5487206.640264 nChanged 0 Trying to split cluster 12 (2438 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13771.312343 sec): 2 clusters Score: Raw -228088.568474 + Penalty 740.898664 = -227347.669809 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13771.322153 sec): 3 clusters Score: Raw -226853.810215 + Penalty 1481.797329 = -225372.012886 nChanged 948 SP:Iteration 1F (13771.331237 sec): 3 clusters Score: Raw -227440.749497 + Penalty 1481.797329 = -225958.952168 nChanged 195 SP:Iteration 2F (13771.340269 sec): 3 clusters Score: Raw -227573.654117 + Penalty 1481.797329 = -226091.856788 nChanged 125 SP:Iteration 3F (13771.349305 sec): 3 clusters Score: Raw -227638.788325 + Penalty 1481.797329 = -226156.990996 nChanged 92 SP:Iteration 4Q (13771.358224 sec): 3 clusters Score: Raw -227690.088393 + Penalty 1481.797329 = -226208.291064 nChanged 79 SP:Iteration 5Q (13771.367264 sec): 3 clusters Score: Raw -227730.446133 + Penalty 1481.797329 = -226248.648804 nChanged 72 SP:Iteration 6Q (13771.376301 sec): 3 clusters Score: Raw -227772.382772 + Penalty 1481.797329 = -226290.585443 nChanged 68 SP:Iteration 7Q (13771.385365 sec): 3 clusters Score: Raw -227806.490803 + Penalty 1481.797329 = -226324.693474 nChanged 67 SP:Iteration 8Q (13771.394397 sec): 3 clusters Score: Raw -227836.673044 + Penalty 1481.797329 = -226354.875715 nChanged 61 SP:Iteration 9Q (13771.403285 sec): 3 clusters Score: Raw -227865.996851 + Penalty 1481.797329 = -226384.199522 nChanged 62 SP:Iteration 10Q (13771.412315 sec): 3 clusters Score: Raw -227899.734045 + Penalty 1481.797329 = -226417.936716 nChanged 65 SP:Iteration 11Q (13771.421204 sec): 3 clusters Score: Raw -227936.999145 + Penalty 1481.797329 = -226455.201816 nChanged 67 SP:Iteration 12Q (13771.430207 sec): 3 clusters Score: Raw -227971.356732 + Penalty 1481.797329 = -226489.559403 nChanged 59 SP:Iteration 13Q (13771.439184 sec): 3 clusters Score: Raw -228001.217296 + Penalty 1481.797329 = -226519.419967 nChanged 46 SP:Iteration 14Q (13771.448214 sec): 3 clusters Score: Raw -228026.116970 + Penalty 1481.797329 = -226544.319641 nChanged 54 SP:Iteration 15Q (13771.457071 sec): 3 clusters Score: Raw -228051.592610 + Penalty 1481.797329 = -226569.795281 nChanged 48 SP:Iteration 16Q (13771.466047 sec): 3 clusters Score: Raw -228081.783996 + Penalty 1481.797329 = -226599.986668 nChanged 48 SP:Iteration 17Q (13771.474923 sec): 3 clusters Score: Raw -228104.047941 + Penalty 1481.797329 = -226622.250612 nChanged 45 SP:Iteration 18Q (13771.483898 sec): 3 clusters Score: Raw -228131.793158 + Penalty 1481.797329 = -226649.995829 nChanged 41 SP:Iteration 19Q (13771.492872 sec): 3 clusters Score: Raw -228150.960111 + Penalty 1481.797329 = -226669.162782 nChanged 21 SP:Iteration 20F (13771.501847 sec): 3 clusters Score: Raw -228159.087675 + Penalty 1481.797329 = -226677.290346 nChanged 25 SP:Iteration 21Q (13771.510852 sec): 3 clusters Score: Raw -228171.506781 + Penalty 1481.797329 = -226689.709452 nChanged 30 SP:Iteration 22Q (13771.519806 sec): 3 clusters Score: Raw -228189.186362 + Penalty 1481.797329 = -226707.389034 nChanged 31 SP:Iteration 23Q (13771.528787 sec): 3 clusters Score: Raw -228204.380240 + Penalty 1481.797329 = -226722.582911 nChanged 28 SP:Iteration 24Q (13771.537745 sec): 3 clusters Score: Raw -228218.134283 + Penalty 1481.797329 = -226736.336954 nChanged 29 SP:Iteration 25Q (13771.546568 sec): 3 clusters Score: Raw -228230.047122 + Penalty 1481.797329 = -226748.249794 nChanged 25 SP:Iteration 26Q (13771.555526 sec): 3 clusters Score: Raw -228242.959292 + Penalty 1481.797329 = -226761.161963 nChanged 23 SP:Iteration 27Q (13771.564483 sec): 3 clusters Score: Raw -228253.134110 + Penalty 1481.797329 = -226771.336782 nChanged 29 SP:Iteration 28Q (13771.573449 sec): 3 clusters Score: Raw -228264.497538 + Penalty 1481.797329 = -226782.700209 nChanged 25 SP:Iteration 29Q (13771.582403 sec): 3 clusters Score: Raw -228273.496120 + Penalty 1481.797329 = -226791.698791 nChanged 20 SP:Iteration 30Q (13771.591341 sec): 3 clusters Score: Raw -228280.761175 + Penalty 1481.797329 = -226798.963846 nChanged 14 SP:Iteration 31Q (13771.600274 sec): 3 clusters Score: Raw -228285.631130 + Penalty 1481.797329 = -226803.833801 nChanged 13 SP:Iteration 32Q (13771.609257 sec): 3 clusters Score: Raw -228289.663386 + Penalty 1481.797329 = -226807.866057 nChanged 10 SP:Iteration 33Q (13771.618224 sec): 3 clusters Score: Raw -228293.177421 + Penalty 1481.797329 = -226811.380092 nChanged 4 SP:Iteration 34Q (13771.627151 sec): 3 clusters Score: Raw -228294.645009 + Penalty 1481.797329 = -226812.847680 nChanged 3 SP:Iteration 35Q (13771.636093 sec): 3 clusters Score: Raw -228295.417506 + Penalty 1481.797329 = -226813.620177 nChanged 1 SP:Iteration 36Q (13771.645017 sec): 3 clusters Score: Raw -228295.494375 + Penalty 1481.797329 = -226813.697046 nChanged 0 SP:Iteration 37F (13771.653987 sec): 3 clusters Score: Raw -228295.494375 + Penalty 1481.797329 = -226813.697046 nChanged 0 Trying to split cluster 13 (33392 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13771.700843 sec): 2 clusters Score: Raw -3205516.772330 + Penalty 989.526805 = -3204527.245525 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13771.756104 sec): 3 clusters Score: Raw -3184053.555928 + Penalty 1979.053610 = -3182074.502318 nChanged 15848 SP:Iteration 1F (13771.807145 sec): 3 clusters Score: Raw -3193441.039405 + Penalty 1979.053610 = -3191461.985795 nChanged 1481 SP:Iteration 2Q (13771.859478 sec): 3 clusters Score: Raw -3193964.281175 + Penalty 1979.053610 = -3191985.227566 nChanged 1529 SP:Iteration 3Q (13771.911077 sec): 3 clusters Score: Raw -3194616.030216 + Penalty 1979.053610 = -3192636.976607 nChanged 1620 SP:Iteration 4Q (13771.962668 sec): 3 clusters Score: Raw -3195391.450338 + Penalty 1979.053610 = -3193412.396728 nChanged 1595 SP:Iteration 5Q (13772.014219 sec): 3 clusters Score: Raw -3196249.987846 + Penalty 1979.053610 = -3194270.934236 nChanged 1686 SP:Iteration 6F (13772.066259 sec): 3 clusters Score: Raw -3197231.607901 + Penalty 1979.053610 = -3195252.554291 nChanged 1762 SP:Iteration 7F (13772.129421 sec): 3 clusters Score: Raw -3198285.055922 + Penalty 1979.053610 = -3196306.002312 nChanged 1697 SP:Iteration 8F (13772.178304 sec): 3 clusters Score: Raw -3199392.246092 + Penalty 1979.053610 = -3197413.192482 nChanged 1614 SP:Iteration 9Q (13772.228776 sec): 3 clusters Score: Raw -3200428.904539 + Penalty 1979.053610 = -3198449.850930 nChanged 1427 SP:Iteration 10Q (13772.278332 sec): 3 clusters Score: Raw -3201284.221970 + Penalty 1979.053610 = -3199305.168360 nChanged 1193 SP:Iteration 11Q (13772.326780 sec): 3 clusters Score: Raw -3201976.278792 + Penalty 1979.053610 = -3199997.225182 nChanged 1094 SP:Iteration 12Q (13772.374262 sec): 3 clusters Score: Raw -3202575.777307 + Penalty 1979.053610 = -3200596.723697 nChanged 954 SP:Iteration 13Q (13772.421192 sec): 3 clusters Score: Raw -3203092.477655 + Penalty 1979.053610 = -3201113.424045 nChanged 833 SP:Iteration 14Q (13772.467820 sec): 3 clusters Score: Raw -3203584.927270 + Penalty 1979.053610 = -3201605.873661 nChanged 771 SP:Iteration 15Q (13772.513654 sec): 3 clusters Score: Raw -3204067.941903 + Penalty 1979.053610 = -3202088.888293 nChanged 639 SP:Iteration 16Q (13772.558573 sec): 3 clusters Score: Raw -3204486.986494 + Penalty 1979.053610 = -3202507.932885 nChanged 544 SP:Iteration 17Q (13772.603202 sec): 3 clusters Score: Raw -3204847.762699 + Penalty 1979.053610 = -3202868.709089 nChanged 386 SP:Iteration 18Q (13772.647202 sec): 3 clusters Score: Raw -3205089.275410 + Penalty 1979.053610 = -3203110.221800 nChanged 247 SP:Iteration 19Q (13772.690748 sec): 3 clusters Score: Raw -3205239.332790 + Penalty 1979.053610 = -3203260.279180 nChanged 187 SP:Iteration 20F (13772.741283 sec): 3 clusters Score: Raw -3205347.166299 + Penalty 1979.053610 = -3203368.112689 nChanged 134 SP:Iteration 21Q (13772.784133 sec): 3 clusters Score: Raw -3205416.380879 + Penalty 1979.053610 = -3203437.327269 nChanged 98 SP:Iteration 22Q (13772.826538 sec): 3 clusters Score: Raw -3205467.507984 + Penalty 1979.053610 = -3203488.454374 nChanged 82 SP:Iteration 23Q (13772.868950 sec): 3 clusters Score: Raw -3205509.848228 + Penalty 1979.053610 = -3203530.794618 nChanged 58 SP:Iteration 24Q (13772.911413 sec): 3 clusters Score: Raw -3205539.562495 + Penalty 1979.053610 = -3203560.508886 nChanged 54 SP:Iteration 25Q (13772.953587 sec): 3 clusters Score: Raw -3205567.424076 + Penalty 1979.053610 = -3203588.370466 nChanged 38 SP:Iteration 26Q (13772.995955 sec): 3 clusters Score: Raw -3205585.318704 + Penalty 1979.053610 = -3203606.265095 nChanged 29 SP:Iteration 27Q (13773.038214 sec): 3 clusters Score: Raw -3205601.219883 + Penalty 1979.053610 = -3203622.166273 nChanged 23 SP:Iteration 28Q (13773.080299 sec): 3 clusters Score: Raw -3205612.415924 + Penalty 1979.053610 = -3203633.362315 nChanged 17 SP:Iteration 29Q (13773.122522 sec): 3 clusters Score: Raw -3205620.571190 + Penalty 1979.053610 = -3203641.517581 nChanged 15 SP:Iteration 30Q (13773.164557 sec): 3 clusters Score: Raw -3205628.056830 + Penalty 1979.053610 = -3203649.003220 nChanged 13 SP:Iteration 31Q (13773.206736 sec): 3 clusters Score: Raw -3205634.030591 + Penalty 1979.053610 = -3203654.976982 nChanged 7 SP:Iteration 32Q (13773.248901 sec): 3 clusters Score: Raw -3205636.798886 + Penalty 1979.053610 = -3203657.745276 nChanged 7 SP:Iteration 33Q (13773.290787 sec): 3 clusters Score: Raw -3205639.002208 + Penalty 1979.053610 = -3203659.948598 nChanged 7 SP:Iteration 34Q (13773.332985 sec): 3 clusters Score: Raw -3205640.577932 + Penalty 1979.053610 = -3203661.524322 nChanged 3 SP:Iteration 35Q (13773.374926 sec): 3 clusters Score: Raw -3205641.858888 + Penalty 1979.053610 = -3203662.805278 nChanged 4 SP:Iteration 36Q (13773.416965 sec): 3 clusters Score: Raw -3205643.654469 + Penalty 1979.053610 = -3203664.600860 nChanged 4 SP:Iteration 37Q (13773.459181 sec): 3 clusters Score: Raw -3205645.354980 + Penalty 1979.053610 = -3203666.301371 nChanged 6 SP:Iteration 38Q (13773.501052 sec): 3 clusters Score: Raw -3205647.288877 + Penalty 1979.053610 = -3203668.235267 nChanged 2 SP:Iteration 39Q (13773.543224 sec): 3 clusters Score: Raw -3205648.638417 + Penalty 1979.053610 = -3203669.584808 nChanged 4 SP:Iteration 40F (13773.594049 sec): 3 clusters Score: Raw -3205650.292150 + Penalty 1979.053610 = -3203671.238540 nChanged 4 SP:Iteration 41Q (13773.635985 sec): 3 clusters Score: Raw -3205651.696471 + Penalty 1979.053610 = -3203672.642861 nChanged 2 SP:Iteration 42Q (13773.678112 sec): 3 clusters Score: Raw -3205652.435728 + Penalty 1979.053610 = -3203673.382118 nChanged 0 SP:Iteration 43F (13773.728874 sec): 3 clusters Score: Raw -3205652.435728 + Penalty 1979.053610 = -3203673.382118 nChanged 0 Trying to split cluster 14 (60919 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13773.794626 sec): 2 clusters Score: Raw -5591335.216248 + Penalty 1046.643537 = -5590288.572710 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13773.882573 sec): 3 clusters Score: Raw -5551485.535014 + Penalty 2093.287074 = -5549392.247939 nChanged 29217 SP:Iteration 1F (13773.965770 sec): 3 clusters Score: Raw -5568414.913290 + Penalty 2093.287074 = -5566321.626216 nChanged 2253 SP:Iteration 2Q (13774.052680 sec): 3 clusters Score: Raw -5568970.559217 + Penalty 2093.287074 = -5566877.272143 nChanged 2209 SP:Iteration 3Q (13774.140047 sec): 3 clusters Score: Raw -5569588.382283 + Penalty 2093.287074 = -5567495.095208 nChanged 2334 SP:Iteration 4Q (13774.226998 sec): 3 clusters Score: Raw -5570400.234539 + Penalty 2093.287074 = -5568306.947465 nChanged 2582 SP:Iteration 5Q (13774.314219 sec): 3 clusters Score: Raw -5571534.563017 + Penalty 2093.287074 = -5569441.275943 nChanged 2957 SP:Iteration 6Q (13774.401339 sec): 3 clusters Score: Raw -5573216.244177 + Penalty 2093.287074 = -5571122.957103 nChanged 3452 SP:Iteration 7F (13774.484579 sec): 3 clusters Score: Raw -5575730.252068 + Penalty 2093.287074 = -5573636.964994 nChanged 3857 SP:Iteration 8F (13774.567909 sec): 3 clusters Score: Raw -5578784.410699 + Penalty 2093.287074 = -5576691.123625 nChanged 3677 SP:Iteration 9F (13774.651207 sec): 3 clusters Score: Raw -5581099.892813 + Penalty 2093.287074 = -5579006.605738 nChanged 2658 SP:Iteration 10Q (13774.735794 sec): 3 clusters Score: Raw -5582163.074892 + Penalty 2093.287074 = -5580069.787818 nChanged 1691 SP:Iteration 11Q (13774.819710 sec): 3 clusters Score: Raw -5582622.290963 + Penalty 2093.287074 = -5580529.003889 nChanged 1118 SP:Iteration 12Q (13774.901519 sec): 3 clusters Score: Raw -5582909.700530 + Penalty 2093.287074 = -5580816.413455 nChanged 986 SP:Iteration 13Q (13774.987721 sec): 3 clusters Score: Raw -5583170.309377 + Penalty 2093.287074 = -5581077.022302 nChanged 920 SP:Iteration 14Q (13775.069492 sec): 3 clusters Score: Raw -5583421.182589 + Penalty 2093.287074 = -5581327.895514 nChanged 909 SP:Iteration 15Q (13775.151359 sec): 3 clusters Score: Raw -5583675.552011 + Penalty 2093.287074 = -5581582.264937 nChanged 952 SP:Iteration 16Q (13775.232864 sec): 3 clusters Score: Raw -5583949.022414 + Penalty 2093.287074 = -5581855.735340 nChanged 1012 SP:Iteration 17Q (13775.313709 sec): 3 clusters Score: Raw -5584245.138186 + Penalty 2093.287074 = -5582151.851112 nChanged 1020 SP:Iteration 18Q (13775.394037 sec): 3 clusters Score: Raw -5584548.998822 + Penalty 2093.287074 = -5582455.711747 nChanged 1040 SP:Iteration 19Q (13775.474055 sec): 3 clusters Score: Raw -5584874.228289 + Penalty 2093.287074 = -5582780.941215 nChanged 1072 SP:Iteration 20F (13775.557653 sec): 3 clusters Score: Raw -5585235.042195 + Penalty 2093.287074 = -5583141.755120 nChanged 1152 SP:Iteration 21Q (13775.637096 sec): 3 clusters Score: Raw -5585636.796295 + Penalty 2093.287074 = -5583543.509221 nChanged 1178 SP:Iteration 22Q (13775.716001 sec): 3 clusters Score: Raw -5586098.047194 + Penalty 2093.287074 = -5584004.760120 nChanged 1205 SP:Iteration 23Q (13775.794056 sec): 3 clusters Score: Raw -5586598.328677 + Penalty 2093.287074 = -5584505.041603 nChanged 1177 SP:Iteration 24Q (13775.871445 sec): 3 clusters Score: Raw -5587135.693258 + Penalty 2093.287074 = -5585042.406183 nChanged 1201 SP:Iteration 25Q (13775.948193 sec): 3 clusters Score: Raw -5587737.195448 + Penalty 2093.287074 = -5585643.908374 nChanged 1131 SP:Iteration 26Q (13776.024072 sec): 3 clusters Score: Raw -5588305.056211 + Penalty 2093.287074 = -5586211.769137 nChanged 1014 SP:Iteration 27Q (13776.098851 sec): 3 clusters Score: Raw -5588805.109667 + Penalty 2093.287074 = -5586711.822593 nChanged 941 SP:Iteration 28Q (13776.172734 sec): 3 clusters Score: Raw -5589293.092146 + Penalty 2093.287074 = -5587199.805072 nChanged 871 SP:Iteration 29Q (13776.245298 sec): 3 clusters Score: Raw -5589791.306981 + Penalty 2093.287074 = -5587698.019906 nChanged 775 SP:Iteration 30Q (13776.317176 sec): 3 clusters Score: Raw -5590264.318057 + Penalty 2093.287074 = -5588171.030983 nChanged 650 SP:Iteration 31Q (13776.388269 sec): 3 clusters Score: Raw -5590664.454480 + Penalty 2093.287074 = -5588571.167405 nChanged 474 SP:Iteration 32Q (13776.458093 sec): 3 clusters Score: Raw -5590952.930858 + Penalty 2093.287074 = -5588859.643784 nChanged 329 SP:Iteration 33Q (13776.527549 sec): 3 clusters Score: Raw -5591149.344336 + Penalty 2093.287074 = -5589056.057261 nChanged 262 SP:Iteration 34Q (13776.596163 sec): 3 clusters Score: Raw -5591305.979392 + Penalty 2093.287074 = -5589212.692317 nChanged 208 SP:Iteration 35Q (13776.664837 sec): 3 clusters Score: Raw -5591433.162009 + Penalty 2093.287074 = -5589339.874934 nChanged 148 SP:Iteration 36Q (13776.733063 sec): 3 clusters Score: Raw -5591511.620127 + Penalty 2093.287074 = -5589418.333052 nChanged 101 SP:Iteration 37Q (13776.801249 sec): 3 clusters Score: Raw -5591552.441228 + Penalty 2093.287074 = -5589459.154154 nChanged 75 SP:Iteration 38Q (13776.869515 sec): 3 clusters Score: Raw -5591581.984299 + Penalty 2093.287074 = -5589488.697225 nChanged 57 SP:Iteration 39Q (13776.937675 sec): 3 clusters Score: Raw -5591607.371701 + Penalty 2093.287074 = -5589514.084627 nChanged 52 SP:Iteration 40F (13777.020186 sec): 3 clusters Score: Raw -5591625.237370 + Penalty 2093.287074 = -5589531.950296 nChanged 42 SP:Iteration 41Q (13777.088540 sec): 3 clusters Score: Raw -5591638.891132 + Penalty 2093.287074 = -5589545.604058 nChanged 33 SP:Iteration 42Q (13777.156617 sec): 3 clusters Score: Raw -5591649.331602 + Penalty 2093.287074 = -5589556.044527 nChanged 27 SP:Iteration 43Q (13777.224703 sec): 3 clusters Score: Raw -5591657.158537 + Penalty 2093.287074 = -5589563.871462 nChanged 21 SP:Iteration 44Q (13777.292619 sec): 3 clusters Score: Raw -5591662.815352 + Penalty 2093.287074 = -5589569.528278 nChanged 16 SP:Iteration 45Q (13777.360753 sec): 3 clusters Score: Raw -5591669.451562 + Penalty 2093.287074 = -5589576.164487 nChanged 11 SP:Iteration 46Q (13777.428670 sec): 3 clusters Score: Raw -5591672.436375 + Penalty 2093.287074 = -5589579.149301 nChanged 12 SP:Iteration 47Q (13777.496432 sec): 3 clusters Score: Raw -5591675.978784 + Penalty 2093.287074 = -5589582.691710 nChanged 9 SP:Iteration 48Q (13777.564271 sec): 3 clusters Score: Raw -5591678.902001 + Penalty 2093.287074 = -5589585.614927 nChanged 6 SP:Iteration 49Q (13777.632043 sec): 3 clusters Score: Raw -5591680.753254 + Penalty 2093.287074 = -5589587.466179 nChanged 10 SP:Iteration 50Q (13777.699986 sec): 3 clusters Score: Raw -5591683.503778 + Penalty 2093.287074 = -5589590.216704 nChanged 6 SP:Iteration 51Q (13777.767973 sec): 3 clusters Score: Raw -5591685.444530 + Penalty 2093.287074 = -5589592.157455 nChanged 5 SP:Iteration 52Q (13777.836012 sec): 3 clusters Score: Raw -5591686.447998 + Penalty 2093.287074 = -5589593.160924 nChanged 2 SP:Iteration 53Q (13777.903841 sec): 3 clusters Score: Raw -5591686.770854 + Penalty 2093.287074 = -5589593.483779 nChanged 1 SP:Iteration 54Q (13777.971773 sec): 3 clusters Score: Raw -5591686.944988 + Penalty 2093.287074 = -5589593.657914 nChanged 0 SP:Iteration 55F (13778.053813 sec): 3 clusters Score: Raw -5591686.944988 + Penalty 2093.287074 = -5589593.657914 nChanged 0 Trying to split cluster 15 (3156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13778.061528 sec): 2 clusters Score: Raw -291405.081215 + Penalty 765.420765 = -290639.660450 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13778.074080 sec): 3 clusters Score: Raw -289716.992615 + Penalty 1530.841530 = -288186.151085 nChanged 1275 SP:Iteration 1F (13778.085554 sec): 3 clusters Score: Raw -290450.453566 + Penalty 1530.841530 = -288919.612037 nChanged 244 SP:Iteration 2F (13778.096943 sec): 3 clusters Score: Raw -290592.189011 + Penalty 1530.841530 = -289061.347482 nChanged 193 SP:Iteration 3F (13778.108408 sec): 3 clusters Score: Raw -290704.795034 + Penalty 1530.841530 = -289173.953504 nChanged 168 SP:Iteration 4F (13778.119714 sec): 3 clusters Score: Raw -290811.934527 + Penalty 1530.841530 = -289281.092997 nChanged 147 SP:Iteration 5Q (13778.131076 sec): 3 clusters Score: Raw -290902.555879 + Penalty 1530.841530 = -289371.714349 nChanged 143 SP:Iteration 6Q (13778.142308 sec): 3 clusters Score: Raw -290984.725475 + Penalty 1530.841530 = -289453.883946 nChanged 119 SP:Iteration 7Q (13778.153658 sec): 3 clusters Score: Raw -291053.505547 + Penalty 1530.841530 = -289522.664018 nChanged 88 SP:Iteration 8Q (13778.164989 sec): 3 clusters Score: Raw -291106.671989 + Penalty 1530.841530 = -289575.830459 nChanged 80 SP:Iteration 9Q (13778.176189 sec): 3 clusters Score: Raw -291158.824617 + Penalty 1530.841530 = -289627.983087 nChanged 88 SP:Iteration 10Q (13778.187545 sec): 3 clusters Score: Raw -291219.404337 + Penalty 1530.841530 = -289688.562807 nChanged 75 SP:Iteration 11Q (13778.198777 sec): 3 clusters Score: Raw -291266.694758 + Penalty 1530.841530 = -289735.853228 nChanged 65 SP:Iteration 12Q (13778.210006 sec): 3 clusters Score: Raw -291313.887831 + Penalty 1530.841530 = -289783.046301 nChanged 62 SP:Iteration 13Q (13778.221239 sec): 3 clusters Score: Raw -291364.792360 + Penalty 1530.841530 = -289833.950830 nChanged 50 SP:Iteration 14Q (13778.232249 sec): 3 clusters Score: Raw -291409.205364 + Penalty 1530.841530 = -289878.363835 nChanged 34 SP:Iteration 15Q (13778.243295 sec): 3 clusters Score: Raw -291435.374795 + Penalty 1530.841530 = -289904.533265 nChanged 30 SP:Iteration 16Q (13778.254277 sec): 3 clusters Score: Raw -291461.737365 + Penalty 1530.841530 = -289930.895835 nChanged 26 SP:Iteration 17Q (13778.265145 sec): 3 clusters Score: Raw -291481.718592 + Penalty 1530.841530 = -289950.877062 nChanged 17 SP:Iteration 18Q (13778.276036 sec): 3 clusters Score: Raw -291497.718493 + Penalty 1530.841530 = -289966.876963 nChanged 13 SP:Iteration 19Q (13778.286853 sec): 3 clusters Score: Raw -291507.755916 + Penalty 1530.841530 = -289976.914387 nChanged 12 SP:Iteration 20F (13778.298295 sec): 3 clusters Score: Raw -291523.939800 + Penalty 1530.841530 = -289993.098270 nChanged 10 SP:Iteration 21Q (13778.309027 sec): 3 clusters Score: Raw -291535.821912 + Penalty 1530.841530 = -290004.980383 nChanged 10 SP:Iteration 22Q (13778.319686 sec): 3 clusters Score: Raw -291552.640371 + Penalty 1530.841530 = -290021.798841 nChanged 9 SP:Iteration 23Q (13778.330248 sec): 3 clusters Score: Raw -291561.171252 + Penalty 1530.841530 = -290030.329722 nChanged 2 SP:Iteration 24Q (13778.340858 sec): 3 clusters Score: Raw -291562.418567 + Penalty 1530.841530 = -290031.577038 nChanged 1 SP:Iteration 25Q (13778.351531 sec): 3 clusters Score: Raw -291564.469549 + Penalty 1530.841530 = -290033.628020 nChanged 0 SP:Iteration 26F (13778.362826 sec): 3 clusters Score: Raw -291564.469549 + Penalty 1530.841530 = -290033.628020 nChanged 0 Trying to split cluster 16 (19723 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13778.393945 sec): 2 clusters Score: Raw -1901446.639098 + Penalty 939.506371 = -1900507.132727 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13778.431417 sec): 3 clusters Score: Raw -1889041.950904 + Penalty 1879.012742 = -1887162.938162 nChanged 9285 SP:Iteration 1F (13778.466655 sec): 3 clusters Score: Raw -1894921.500248 + Penalty 1879.012742 = -1893042.487506 nChanged 1373 SP:Iteration 2F (13778.502167 sec): 3 clusters Score: Raw -1895783.125615 + Penalty 1879.012742 = -1893904.112873 nChanged 1402 SP:Iteration 3F (13778.537682 sec): 3 clusters Score: Raw -1896765.002763 + Penalty 1879.012742 = -1894885.990022 nChanged 1409 SP:Iteration 4F (13778.572976 sec): 3 clusters Score: Raw -1897753.893012 + Penalty 1879.012742 = -1895874.880270 nChanged 1300 SP:Iteration 5F (13778.608425 sec): 3 clusters Score: Raw -1898685.513462 + Penalty 1879.012742 = -1896806.500720 nChanged 1139 SP:Iteration 6F (13778.643832 sec): 3 clusters Score: Raw -1899432.973705 + Penalty 1879.012742 = -1897553.960964 nChanged 979 SP:Iteration 7Q (13778.678905 sec): 3 clusters Score: Raw -1899948.871381 + Penalty 1879.012742 = -1898069.858639 nChanged 647 SP:Iteration 8Q (13778.713483 sec): 3 clusters Score: Raw -1900193.178737 + Penalty 1879.012742 = -1898314.165995 nChanged 427 SP:Iteration 9Q (13778.747998 sec): 3 clusters Score: Raw -1900326.281334 + Penalty 1879.012742 = -1898447.268592 nChanged 306 SP:Iteration 10Q (13778.782999 sec): 3 clusters Score: Raw -1900414.354496 + Penalty 1879.012742 = -1898535.341754 nChanged 242 SP:Iteration 11Q (13778.817133 sec): 3 clusters Score: Raw -1900473.521337 + Penalty 1879.012742 = -1898594.508596 nChanged 234 SP:Iteration 12Q (13778.851866 sec): 3 clusters Score: Raw -1900532.087587 + Penalty 1879.012742 = -1898653.074846 nChanged 202 SP:Iteration 13Q (13778.886379 sec): 3 clusters Score: Raw -1900580.318959 + Penalty 1879.012742 = -1898701.306217 nChanged 199 SP:Iteration 14Q (13778.920763 sec): 3 clusters Score: Raw -1900626.792787 + Penalty 1879.012742 = -1898747.780045 nChanged 199 SP:Iteration 15Q (13778.955002 sec): 3 clusters Score: Raw -1900678.267690 + Penalty 1879.012742 = -1898799.254948 nChanged 199 SP:Iteration 16Q (13778.989589 sec): 3 clusters Score: Raw -1900725.401987 + Penalty 1879.012742 = -1898846.389245 nChanged 180 SP:Iteration 17Q (13779.023899 sec): 3 clusters Score: Raw -1900767.837104 + Penalty 1879.012742 = -1898888.824362 nChanged 173 SP:Iteration 18Q (13779.070717 sec): 3 clusters Score: Raw -1900808.444433 + Penalty 1879.012742 = -1898929.431691 nChanged 181 SP:Iteration 19Q (13779.139665 sec): 3 clusters Score: Raw -1900856.420626 + Penalty 1879.012742 = -1898977.407884 nChanged 199 SP:Iteration 20F (13779.174535 sec): 3 clusters Score: Raw -1900908.506515 + Penalty 1879.012742 = -1899029.493774 nChanged 166 SP:Iteration 21Q (13779.209160 sec): 3 clusters Score: Raw -1900947.148925 + Penalty 1879.012742 = -1899068.136184 nChanged 154 SP:Iteration 22Q (13779.243560 sec): 3 clusters Score: Raw -1900991.775579 + Penalty 1879.012742 = -1899112.762837 nChanged 172 SP:Iteration 23Q (13779.278081 sec): 3 clusters Score: Raw -1901041.764348 + Penalty 1879.012742 = -1899162.751606 nChanged 165 SP:Iteration 24Q (13779.312672 sec): 3 clusters Score: Raw -1901087.656164 + Penalty 1879.012742 = -1899208.643422 nChanged 151 SP:Iteration 25Q (13779.347135 sec): 3 clusters Score: Raw -1901130.205075 + Penalty 1879.012742 = -1899251.192333 nChanged 143 SP:Iteration 26Q (13779.381582 sec): 3 clusters Score: Raw -1901167.893847 + Penalty 1879.012742 = -1899288.881105 nChanged 146 SP:Iteration 27Q (13779.416158 sec): 3 clusters Score: Raw -1901202.492892 + Penalty 1879.012742 = -1899323.480150 nChanged 128 SP:Iteration 28Q (13779.450729 sec): 3 clusters Score: Raw -1901227.055806 + Penalty 1879.012742 = -1899348.043064 nChanged 109 SP:Iteration 29Q (13779.485106 sec): 3 clusters Score: Raw -1901245.474916 + Penalty 1879.012742 = -1899366.462174 nChanged 90 SP:Iteration 30Q (13779.519492 sec): 3 clusters Score: Raw -1901258.603189 + Penalty 1879.012742 = -1899379.590447 nChanged 80 SP:Iteration 31Q (13779.554035 sec): 3 clusters Score: Raw -1901269.584069 + Penalty 1879.012742 = -1899390.571327 nChanged 71 SP:Iteration 32Q (13779.588450 sec): 3 clusters Score: Raw -1901280.598084 + Penalty 1879.012742 = -1899401.585342 nChanged 67 SP:Iteration 33Q (13779.622832 sec): 3 clusters Score: Raw -1901289.758554 + Penalty 1879.012742 = -1899410.745813 nChanged 72 SP:Iteration 34Q (13779.657479 sec): 3 clusters Score: Raw -1901299.093343 + Penalty 1879.012742 = -1899420.080601 nChanged 67 SP:Iteration 35Q (13779.691757 sec): 3 clusters Score: Raw -1901306.524461 + Penalty 1879.012742 = -1899427.511719 nChanged 60 SP:Iteration 36Q (13779.726056 sec): 3 clusters Score: Raw -1901313.070444 + Penalty 1879.012742 = -1899434.057702 nChanged 60 SP:Iteration 37Q (13779.760476 sec): 3 clusters Score: Raw -1901320.000443 + Penalty 1879.012742 = -1899440.987702 nChanged 57 SP:Iteration 38Q (13779.794659 sec): 3 clusters Score: Raw -1901326.210294 + Penalty 1879.012742 = -1899447.197553 nChanged 57 SP:Iteration 39Q (13779.828945 sec): 3 clusters Score: Raw -1901332.625624 + Penalty 1879.012742 = -1899453.612882 nChanged 67 SP:Iteration 40F (13779.864393 sec): 3 clusters Score: Raw -1901341.277979 + Penalty 1879.012742 = -1899462.265237 nChanged 66 SP:Iteration 41Q (13779.899082 sec): 3 clusters Score: Raw -1901349.202490 + Penalty 1879.012742 = -1899470.189748 nChanged 61 SP:Iteration 42Q (13779.933247 sec): 3 clusters Score: Raw -1901356.072704 + Penalty 1879.012742 = -1899477.059962 nChanged 56 SP:Iteration 43Q (13779.967674 sec): 3 clusters Score: Raw -1901361.484732 + Penalty 1879.012742 = -1899482.471990 nChanged 55 SP:Iteration 44Q (13780.002202 sec): 3 clusters Score: Raw -1901367.288997 + Penalty 1879.012742 = -1899488.276255 nChanged 61 SP:Iteration 45Q (13780.036659 sec): 3 clusters Score: Raw -1901374.769452 + Penalty 1879.012742 = -1899495.756710 nChanged 71 SP:Iteration 46Q (13780.070936 sec): 3 clusters Score: Raw -1901384.883103 + Penalty 1879.012742 = -1899505.870361 nChanged 63 SP:Iteration 47Q (13780.105057 sec): 3 clusters Score: Raw -1901394.610927 + Penalty 1879.012742 = -1899515.598186 nChanged 55 SP:Iteration 48Q (13780.139251 sec): 3 clusters Score: Raw -1901401.746965 + Penalty 1879.012742 = -1899522.734223 nChanged 58 SP:Iteration 49Q (13780.173278 sec): 3 clusters Score: Raw -1901408.994281 + Penalty 1879.012742 = -1899529.981539 nChanged 47 SP:Iteration 50Q (13780.207363 sec): 3 clusters Score: Raw -1901414.355401 + Penalty 1879.012742 = -1899535.342659 nChanged 47 SP:Iteration 51Q (13780.241444 sec): 3 clusters Score: Raw -1901419.221281 + Penalty 1879.012742 = -1899540.208539 nChanged 52 SP:Iteration 52Q (13780.275421 sec): 3 clusters Score: Raw -1901424.421907 + Penalty 1879.012742 = -1899545.409165 nChanged 56 SP:Iteration 53Q (13780.309214 sec): 3 clusters Score: Raw -1901431.898917 + Penalty 1879.012742 = -1899552.886176 nChanged 63 SP:Iteration 54Q (13780.343095 sec): 3 clusters Score: Raw -1901442.168767 + Penalty 1879.012742 = -1899563.156025 nChanged 79 SP:Iteration 55Q (13780.376867 sec): 3 clusters Score: Raw -1901454.170117 + Penalty 1879.012742 = -1899575.157375 nChanged 87 SP:Iteration 56Q (13780.410639 sec): 3 clusters Score: Raw -1901467.195537 + Penalty 1879.012742 = -1899588.182795 nChanged 76 SP:Iteration 57Q (13780.444380 sec): 3 clusters Score: Raw -1901478.761312 + Penalty 1879.012742 = -1899599.748570 nChanged 69 SP:Iteration 58Q (13780.478059 sec): 3 clusters Score: Raw -1901487.191257 + Penalty 1879.012742 = -1899608.178515 nChanged 62 SP:Iteration 59Q (13780.511556 sec): 3 clusters Score: Raw -1901495.732992 + Penalty 1879.012742 = -1899616.720250 nChanged 66 SP:Iteration 60F (13780.547073 sec): 3 clusters Score: Raw -1901504.472264 + Penalty 1879.012742 = -1899625.459522 nChanged 76 SP:Iteration 61Q (13780.580763 sec): 3 clusters Score: Raw -1901514.470978 + Penalty 1879.012742 = -1899635.458236 nChanged 71 SP:Iteration 62Q (13780.613865 sec): 3 clusters Score: Raw -1901523.774306 + Penalty 1879.012742 = -1899644.761564 nChanged 69 SP:Iteration 63Q (13780.647338 sec): 3 clusters Score: Raw -1901532.287448 + Penalty 1879.012742 = -1899653.274706 nChanged 75 SP:Iteration 64Q (13780.680569 sec): 3 clusters Score: Raw -1901542.381553 + Penalty 1879.012742 = -1899663.368811 nChanged 74 SP:Iteration 65Q (13780.714030 sec): 3 clusters Score: Raw -1901552.082386 + Penalty 1879.012742 = -1899673.069644 nChanged 63 SP:Iteration 66Q (13780.747189 sec): 3 clusters Score: Raw -1901559.532806 + Penalty 1879.012742 = -1899680.520064 nChanged 50 SP:Iteration 67Q (13780.780453 sec): 3 clusters Score: Raw -1901566.211496 + Penalty 1879.012742 = -1899687.198754 nChanged 60 SP:Iteration 68Q (13780.813522 sec): 3 clusters Score: Raw -1901573.731227 + Penalty 1879.012742 = -1899694.718485 nChanged 53 SP:Iteration 69Q (13780.846679 sec): 3 clusters Score: Raw -1901580.352608 + Penalty 1879.012742 = -1899701.339867 nChanged 58 SP:Iteration 70Q (13780.879479 sec): 3 clusters Score: Raw -1901588.548395 + Penalty 1879.012742 = -1899709.535653 nChanged 58 SP:Iteration 71Q (13780.912209 sec): 3 clusters Score: Raw -1901595.563137 + Penalty 1879.012742 = -1899716.550395 nChanged 50 SP:Iteration 72Q (13780.945007 sec): 3 clusters Score: Raw -1901601.711918 + Penalty 1879.012742 = -1899722.699176 nChanged 59 SP:Iteration 73Q (13780.977795 sec): 3 clusters Score: Raw -1901608.883730 + Penalty 1879.012742 = -1899729.870989 nChanged 64 SP:Iteration 74Q (13781.010583 sec): 3 clusters Score: Raw -1901618.462662 + Penalty 1879.012742 = -1899739.449920 nChanged 63 SP:Iteration 75Q (13781.043232 sec): 3 clusters Score: Raw -1901626.839100 + Penalty 1879.012742 = -1899747.826358 nChanged 66 SP:Iteration 76Q (13781.075677 sec): 3 clusters Score: Raw -1901634.845530 + Penalty 1879.012742 = -1899755.832788 nChanged 63 SP:Iteration 77Q (13781.108135 sec): 3 clusters Score: Raw -1901642.959366 + Penalty 1879.012742 = -1899763.946624 nChanged 48 SP:Iteration 78Q (13781.140682 sec): 3 clusters Score: Raw -1901648.392156 + Penalty 1879.012742 = -1899769.379415 nChanged 50 SP:Iteration 79Q (13781.173025 sec): 3 clusters Score: Raw -1901653.916817 + Penalty 1879.012742 = -1899774.904075 nChanged 42 SP:Iteration 80F (13781.208336 sec): 3 clusters Score: Raw -1901658.251088 + Penalty 1879.012742 = -1899779.238346 nChanged 56 SP:Iteration 81Q (13781.241085 sec): 3 clusters Score: Raw -1901664.536907 + Penalty 1879.012742 = -1899785.524166 nChanged 53 SP:Iteration 82Q (13781.273487 sec): 3 clusters Score: Raw -1901671.732598 + Penalty 1879.012742 = -1899792.719856 nChanged 51 SP:Iteration 83Q (13781.306065 sec): 3 clusters Score: Raw -1901679.224010 + Penalty 1879.012742 = -1899800.211268 nChanged 46 SP:Iteration 84Q (13781.338307 sec): 3 clusters Score: Raw -1901685.105830 + Penalty 1879.012742 = -1899806.093088 nChanged 52 SP:Iteration 85Q (13781.370665 sec): 3 clusters Score: Raw -1901692.416090 + Penalty 1879.012742 = -1899813.403349 nChanged 48 SP:Iteration 86Q (13781.403064 sec): 3 clusters Score: Raw -1901699.296457 + Penalty 1879.012742 = -1899820.283715 nChanged 53 SP:Iteration 87Q (13781.435552 sec): 3 clusters Score: Raw -1901706.976182 + Penalty 1879.012742 = -1899827.963440 nChanged 52 SP:Iteration 88Q (13781.467764 sec): 3 clusters Score: Raw -1901715.374694 + Penalty 1879.012742 = -1899836.361953 nChanged 55 SP:Iteration 89Q (13781.500089 sec): 3 clusters Score: Raw -1901724.356885 + Penalty 1879.012742 = -1899845.344143 nChanged 54 SP:Iteration 90Q (13781.532172 sec): 3 clusters Score: Raw -1901733.700527 + Penalty 1879.012742 = -1899854.687785 nChanged 49 SP:Iteration 91Q (13781.564388 sec): 3 clusters Score: Raw -1901741.417171 + Penalty 1879.012742 = -1899862.404429 nChanged 43 SP:Iteration 92Q (13781.596409 sec): 3 clusters Score: Raw -1901748.003280 + Penalty 1879.012742 = -1899868.990538 nChanged 45 SP:Iteration 93Q (13781.628343 sec): 3 clusters Score: Raw -1901756.605559 + Penalty 1879.012742 = -1899877.592817 nChanged 41 SP:Iteration 94Q (13781.660397 sec): 3 clusters Score: Raw -1901763.372249 + Penalty 1879.012742 = -1899884.359508 nChanged 45 SP:Iteration 95Q (13781.692277 sec): 3 clusters Score: Raw -1901769.911337 + Penalty 1879.012742 = -1899890.898595 nChanged 35 SP:Iteration 96Q (13781.724131 sec): 3 clusters Score: Raw -1901775.556084 + Penalty 1879.012742 = -1899896.543342 nChanged 39 SP:Iteration 97Q (13781.756016 sec): 3 clusters Score: Raw -1901783.252598 + Penalty 1879.012742 = -1899904.239856 nChanged 40 SP:Iteration 98Q (13781.787499 sec): 3 clusters Score: Raw -1901790.921738 + Penalty 1879.012742 = -1899911.908996 nChanged 40 SP:Iteration 99Q (13781.819419 sec): 3 clusters Score: Raw -1901797.587761 + Penalty 1879.012742 = -1899918.575019 nChanged 41 SP:Iteration 100F (13781.854846 sec): 3 clusters Score: Raw -1901804.420507 + Penalty 1879.012742 = -1899925.407765 nChanged 40 SP:Iteration 101Q (13781.886790 sec): 3 clusters Score: Raw -1901811.430908 + Penalty 1879.012742 = -1899932.418166 nChanged 47 SP:Iteration 102Q (13781.918532 sec): 3 clusters Score: Raw -1901819.407617 + Penalty 1879.012742 = -1899940.394875 nChanged 36 SP:Iteration 103Q (13781.950380 sec): 3 clusters Score: Raw -1901824.720447 + Penalty 1879.012742 = -1899945.707706 nChanged 29 SP:Iteration 104Q (13781.982081 sec): 3 clusters Score: Raw -1901828.659882 + Penalty 1879.012742 = -1899949.647141 nChanged 31 SP:Iteration 105Q (13782.013563 sec): 3 clusters Score: Raw -1901833.079836 + Penalty 1879.012742 = -1899954.067095 nChanged 31 SP:Iteration 106Q (13782.045347 sec): 3 clusters Score: Raw -1901837.122595 + Penalty 1879.012742 = -1899958.109853 nChanged 29 SP:Iteration 107Q (13782.076860 sec): 3 clusters Score: Raw -1901840.815911 + Penalty 1879.012742 = -1899961.803169 nChanged 22 SP:Iteration 108Q (13782.108676 sec): 3 clusters Score: Raw -1901843.872905 + Penalty 1879.012742 = -1899964.860163 nChanged 23 SP:Iteration 109Q (13782.140062 sec): 3 clusters Score: Raw -1901847.128374 + Penalty 1879.012742 = -1899968.115632 nChanged 24 SP:Iteration 110Q (13782.171395 sec): 3 clusters Score: Raw -1901851.490544 + Penalty 1879.012742 = -1899972.477802 nChanged 35 SP:Iteration 111Q (13782.202897 sec): 3 clusters Score: Raw -1901857.364955 + Penalty 1879.012742 = -1899978.352213 nChanged 30 SP:Iteration 112Q (13782.234352 sec): 3 clusters Score: Raw -1901861.773378 + Penalty 1879.012742 = -1899982.760636 nChanged 23 SP:Iteration 113Q (13782.265838 sec): 3 clusters Score: Raw -1901865.608359 + Penalty 1879.012742 = -1899986.595618 nChanged 21 SP:Iteration 114Q (13782.297118 sec): 3 clusters Score: Raw -1901868.523124 + Penalty 1879.012742 = -1899989.510382 nChanged 22 SP:Iteration 115Q (13782.328465 sec): 3 clusters Score: Raw -1901871.785188 + Penalty 1879.012742 = -1899992.772446 nChanged 23 SP:Iteration 116Q (13782.359913 sec): 3 clusters Score: Raw -1901875.575220 + Penalty 1879.012742 = -1899996.562478 nChanged 29 SP:Iteration 117Q (13782.391310 sec): 3 clusters Score: Raw -1901879.402446 + Penalty 1879.012742 = -1900000.389705 nChanged 19 SP:Iteration 118Q (13782.422760 sec): 3 clusters Score: Raw -1901881.616752 + Penalty 1879.012742 = -1900002.604010 nChanged 12 SP:Iteration 119Q (13782.454223 sec): 3 clusters Score: Raw -1901882.729305 + Penalty 1879.012742 = -1900003.716563 nChanged 10 SP:Iteration 120F (13782.489625 sec): 3 clusters Score: Raw -1901883.951839 + Penalty 1879.012742 = -1900004.939097 nChanged 14 SP:Iteration 121Q (13782.521163 sec): 3 clusters Score: Raw -1901885.836731 + Penalty 1879.012742 = -1900006.823989 nChanged 15 SP:Iteration 122Q (13782.552356 sec): 3 clusters Score: Raw -1901887.542093 + Penalty 1879.012742 = -1900008.529351 nChanged 10 SP:Iteration 123Q (13782.583455 sec): 3 clusters Score: Raw -1901888.927384 + Penalty 1879.012742 = -1900009.914642 nChanged 11 SP:Iteration 124Q (13782.614698 sec): 3 clusters Score: Raw -1901889.885839 + Penalty 1879.012742 = -1900010.873098 nChanged 10 SP:Iteration 125Q (13782.645834 sec): 3 clusters Score: Raw -1901891.147844 + Penalty 1879.012742 = -1900012.135103 nChanged 9 SP:Iteration 126Q (13782.677106 sec): 3 clusters Score: Raw -1901892.493306 + Penalty 1879.012742 = -1900013.480565 nChanged 13 SP:Iteration 127Q (13782.708225 sec): 3 clusters Score: Raw -1901894.445470 + Penalty 1879.012742 = -1900015.432729 nChanged 14 SP:Iteration 128Q (13782.739487 sec): 3 clusters Score: Raw -1901896.131344 + Penalty 1879.012742 = -1900017.118603 nChanged 8 SP:Iteration 129Q (13782.770559 sec): 3 clusters Score: Raw -1901897.250682 + Penalty 1879.012742 = -1900018.237940 nChanged 10 SP:Iteration 130Q (13782.801801 sec): 3 clusters Score: Raw -1901898.838549 + Penalty 1879.012742 = -1900019.825807 nChanged 12 SP:Iteration 131Q (13782.833041 sec): 3 clusters Score: Raw -1901900.320096 + Penalty 1879.012742 = -1900021.307354 nChanged 8 SP:Iteration 132Q (13782.864272 sec): 3 clusters Score: Raw -1901901.383118 + Penalty 1879.012742 = -1900022.370376 nChanged 13 SP:Iteration 133Q (13782.895474 sec): 3 clusters Score: Raw -1901903.344167 + Penalty 1879.012742 = -1900024.331425 nChanged 12 SP:Iteration 134Q (13782.926727 sec): 3 clusters Score: Raw -1901905.192084 + Penalty 1879.012742 = -1900026.179343 nChanged 15 SP:Iteration 135Q (13782.957963 sec): 3 clusters Score: Raw -1901906.788310 + Penalty 1879.012742 = -1900027.775568 nChanged 11 SP:Iteration 136Q (13782.988958 sec): 3 clusters Score: Raw -1901907.727531 + Penalty 1879.012742 = -1900028.714789 nChanged 9 SP:Iteration 137Q (13783.019954 sec): 3 clusters Score: Raw -1901908.444548 + Penalty 1879.012742 = -1900029.431806 nChanged 7 SP:Iteration 138Q (13783.051032 sec): 3 clusters Score: Raw -1901909.063913 + Penalty 1879.012742 = -1900030.051172 nChanged 10 SP:Iteration 139Q (13783.082055 sec): 3 clusters Score: Raw -1901909.915390 + Penalty 1879.012742 = -1900030.902648 nChanged 10 SP:Iteration 140F (13783.117414 sec): 3 clusters Score: Raw -1901911.198638 + Penalty 1879.012742 = -1900032.185897 nChanged 9 SP:Iteration 141Q (13783.148726 sec): 3 clusters Score: Raw -1901912.060396 + Penalty 1879.012742 = -1900033.047654 nChanged 8 SP:Iteration 142Q (13783.179804 sec): 3 clusters Score: Raw -1901913.282189 + Penalty 1879.012742 = -1900034.269447 nChanged 12 SP:Iteration 143Q (13783.210753 sec): 3 clusters Score: Raw -1901914.944714 + Penalty 1879.012742 = -1900035.931972 nChanged 9 SP:Iteration 144Q (13783.241891 sec): 3 clusters Score: Raw -1901915.939101 + Penalty 1879.012742 = -1900036.926359 nChanged 7 SP:Iteration 145Q (13783.272912 sec): 3 clusters Score: Raw -1901916.972177 + Penalty 1879.012742 = -1900037.959435 nChanged 7 SP:Iteration 146Q (13783.304054 sec): 3 clusters Score: Raw -1901918.044044 + Penalty 1879.012742 = -1900039.031302 nChanged 10 SP:Iteration 147Q (13783.335063 sec): 3 clusters Score: Raw -1901919.405626 + Penalty 1879.012742 = -1900040.392884 nChanged 11 SP:Iteration 148Q (13783.366066 sec): 3 clusters Score: Raw -1901921.488443 + Penalty 1879.012742 = -1900042.475701 nChanged 13 SP:Iteration 149Q (13783.397046 sec): 3 clusters Score: Raw -1901922.767252 + Penalty 1879.012742 = -1900043.754510 nChanged 7 SP:Iteration 150Q (13783.427965 sec): 3 clusters Score: Raw -1901923.261535 + Penalty 1879.012742 = -1900044.248793 nChanged 2 SP:Iteration 151Q (13783.459005 sec): 3 clusters Score: Raw -1901923.396220 + Penalty 1879.012742 = -1900044.383478 nChanged 4 SP:Iteration 152Q (13783.489954 sec): 3 clusters Score: Raw -1901923.766566 + Penalty 1879.012742 = -1900044.753825 nChanged 1 SP:Iteration 153Q (13783.520841 sec): 3 clusters Score: Raw -1901923.794472 + Penalty 1879.012742 = -1900044.781730 nChanged 1 SP:Iteration 154Q (13783.551847 sec): 3 clusters Score: Raw -1901923.867234 + Penalty 1879.012742 = -1900044.854492 nChanged 3 SP:Iteration 155Q (13783.582773 sec): 3 clusters Score: Raw -1901924.030330 + Penalty 1879.012742 = -1900045.017588 nChanged 0 SP:Iteration 156F (13783.618189 sec): 3 clusters Score: Raw -1901924.030330 + Penalty 1879.012742 = -1900045.017588 nChanged 0 Trying to split cluster 17 (1917 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13783.632876 sec): 2 clusters Score: Raw -174795.245494 + Penalty 718.059091 = -174077.186404 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13783.640700 sec): 3 clusters Score: Raw -173871.786308 + Penalty 1436.118181 = -172435.668126 nChanged 745 SP:Iteration 1F (13783.647849 sec): 3 clusters Score: Raw -174349.543077 + Penalty 1436.118181 = -172913.424896 nChanged 184 SP:Iteration 2F (13783.655055 sec): 3 clusters Score: Raw -174503.870881 + Penalty 1436.118181 = -173067.752700 nChanged 142 SP:Iteration 3F (13783.662127 sec): 3 clusters Score: Raw -174638.539255 + Penalty 1436.118181 = -173202.421073 nChanged 121 SP:Iteration 4F (13783.669243 sec): 3 clusters Score: Raw -174753.258171 + Penalty 1436.118181 = -173317.139990 nChanged 115 SP:Iteration 5F (13783.676364 sec): 3 clusters Score: Raw -174873.691001 + Penalty 1436.118181 = -173437.572820 nChanged 91 SP:Iteration 6Q (13783.683453 sec): 3 clusters Score: Raw -174964.776941 + Penalty 1436.118181 = -173528.658760 nChanged 83 SP:Iteration 7Q (13783.690566 sec): 3 clusters Score: Raw -175049.421691 + Penalty 1436.118181 = -173613.303510 nChanged 70 SP:Iteration 8Q (13783.697587 sec): 3 clusters Score: Raw -175115.266960 + Penalty 1436.118181 = -173679.148779 nChanged 49 SP:Iteration 9Q (13783.704639 sec): 3 clusters Score: Raw -175151.633641 + Penalty 1436.118181 = -173715.515460 nChanged 35 SP:Iteration 10Q (13783.711681 sec): 3 clusters Score: Raw -175177.552184 + Penalty 1436.118181 = -173741.434002 nChanged 21 SP:Iteration 11Q (13783.718727 sec): 3 clusters Score: Raw -175193.586011 + Penalty 1436.118181 = -173757.467829 nChanged 20 SP:Iteration 12Q (13783.725752 sec): 3 clusters Score: Raw -175204.527293 + Penalty 1436.118181 = -173768.409112 nChanged 11 SP:Iteration 13Q (13783.732746 sec): 3 clusters Score: Raw -175208.536230 + Penalty 1436.118181 = -173772.418049 nChanged 8 SP:Iteration 14Q (13783.739745 sec): 3 clusters Score: Raw -175211.667789 + Penalty 1436.118181 = -173775.549608 nChanged 5 SP:Iteration 15Q (13783.746744 sec): 3 clusters Score: Raw -175213.103506 + Penalty 1436.118181 = -173776.985325 nChanged 4 SP:Iteration 16Q (13783.753770 sec): 3 clusters Score: Raw -175214.744754 + Penalty 1436.118181 = -173778.626573 nChanged 5 SP:Iteration 17Q (13783.760697 sec): 3 clusters Score: Raw -175217.180897 + Penalty 1436.118181 = -173781.062716 nChanged 5 SP:Iteration 18Q (13783.767691 sec): 3 clusters Score: Raw -175218.507767 + Penalty 1436.118181 = -173782.389586 nChanged 3 SP:Iteration 19Q (13783.786120 sec): 3 clusters Score: Raw -175219.588437 + Penalty 1436.118181 = -173783.470256 nChanged 2 SP:Iteration 20F (13783.815383 sec): 3 clusters Score: Raw -175219.939537 + Penalty 1436.118181 = -173783.821355 nChanged 1 SP:Iteration 21Q (13783.822454 sec): 3 clusters Score: Raw -175220.139014 + Penalty 1436.118181 = -173784.020833 nChanged 1 SP:Iteration 22Q (13783.829454 sec): 3 clusters Score: Raw -175220.727451 + Penalty 1436.118181 = -173784.609270 nChanged 2 SP:Iteration 23Q (13783.836456 sec): 3 clusters Score: Raw -175221.221891 + Penalty 1436.118181 = -173785.103710 nChanged 1 SP:Iteration 24Q (13783.843521 sec): 3 clusters Score: Raw -175221.456530 + Penalty 1436.118181 = -173785.338349 nChanged 2 SP:Iteration 25Q (13783.850466 sec): 3 clusters Score: Raw -175221.999741 + Penalty 1436.118181 = -173785.881560 nChanged 1 SP:Iteration 26Q (13783.857463 sec): 3 clusters Score: Raw -175222.379962 + Penalty 1436.118181 = -173786.261781 nChanged 0 SP:Iteration 27F (13783.864560 sec): 3 clusters Score: Raw -175222.379962 + Penalty 1436.118181 = -173786.261781 nChanged 0 Trying to split cluster 18 (12775 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13783.889471 sec): 2 clusters Score: Raw -1181912.032045 + Penalty 898.248314 = -1181013.783730 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13783.917366 sec): 3 clusters Score: Raw -1174251.791879 + Penalty 1796.496629 = -1172455.295251 nChanged 5826 SP:Iteration 1F (13783.944106 sec): 3 clusters Score: Raw -1177458.070615 + Penalty 1796.496629 = -1175661.573986 nChanged 702 SP:Iteration 2F (13783.970701 sec): 3 clusters Score: Raw -1177724.009552 + Penalty 1796.496629 = -1175927.512923 nChanged 646 SP:Iteration 3F (13783.997295 sec): 3 clusters Score: Raw -1177960.169560 + Penalty 1796.496629 = -1176163.672931 nChanged 594 SP:Iteration 4Q (13784.024241 sec): 3 clusters Score: Raw -1178188.134840 + Penalty 1796.496629 = -1176391.638212 nChanged 581 SP:Iteration 5Q (13784.050949 sec): 3 clusters Score: Raw -1178434.234919 + Penalty 1796.496629 = -1176637.738290 nChanged 573 SP:Iteration 6Q (13784.077977 sec): 3 clusters Score: Raw -1178701.281745 + Penalty 1796.496629 = -1176904.785116 nChanged 608 SP:Iteration 7Q (13784.104890 sec): 3 clusters Score: Raw -1179007.968723 + Penalty 1796.496629 = -1177211.472094 nChanged 615 SP:Iteration 8Q (13784.131805 sec): 3 clusters Score: Raw -1179373.464625 + Penalty 1796.496629 = -1177576.967996 nChanged 602 SP:Iteration 9Q (13784.158428 sec): 3 clusters Score: Raw -1179790.057002 + Penalty 1796.496629 = -1177993.560373 nChanged 541 SP:Iteration 10Q (13784.185156 sec): 3 clusters Score: Raw -1180173.121737 + Penalty 1796.496629 = -1178376.625108 nChanged 471 SP:Iteration 11Q (13784.211565 sec): 3 clusters Score: Raw -1180488.952949 + Penalty 1796.496629 = -1178692.456320 nChanged 416 SP:Iteration 12Q (13784.237857 sec): 3 clusters Score: Raw -1180743.577101 + Penalty 1796.496629 = -1178947.080472 nChanged 303 SP:Iteration 13Q (13784.263906 sec): 3 clusters Score: Raw -1180904.293557 + Penalty 1796.496629 = -1179107.796928 nChanged 246 SP:Iteration 14Q (13784.289538 sec): 3 clusters Score: Raw -1181014.557817 + Penalty 1796.496629 = -1179218.061188 nChanged 205 SP:Iteration 15Q (13784.314994 sec): 3 clusters Score: Raw -1181101.947563 + Penalty 1796.496629 = -1179305.450934 nChanged 175 SP:Iteration 16Q (13784.340191 sec): 3 clusters Score: Raw -1181170.196144 + Penalty 1796.496629 = -1179373.699515 nChanged 163 SP:Iteration 17Q (13784.365420 sec): 3 clusters Score: Raw -1181227.730361 + Penalty 1796.496629 = -1179431.233732 nChanged 178 SP:Iteration 18Q (13784.390485 sec): 3 clusters Score: Raw -1181293.442957 + Penalty 1796.496629 = -1179496.946328 nChanged 169 SP:Iteration 19Q (13784.415552 sec): 3 clusters Score: Raw -1181359.303622 + Penalty 1796.496629 = -1179562.806994 nChanged 171 SP:Iteration 20F (13784.442188 sec): 3 clusters Score: Raw -1181430.578158 + Penalty 1796.496629 = -1179634.081529 nChanged 174 SP:Iteration 21Q (13784.467054 sec): 3 clusters Score: Raw -1181506.823619 + Penalty 1796.496629 = -1179710.326990 nChanged 166 SP:Iteration 22Q (13784.492448 sec): 3 clusters Score: Raw -1181589.010835 + Penalty 1796.496629 = -1179792.514206 nChanged 154 SP:Iteration 23Q (13784.516832 sec): 3 clusters Score: Raw -1181662.579345 + Penalty 1796.496629 = -1179866.082716 nChanged 133 SP:Iteration 24Q (13784.541064 sec): 3 clusters Score: Raw -1181728.987264 + Penalty 1796.496629 = -1179932.490636 nChanged 122 SP:Iteration 25Q (13784.565256 sec): 3 clusters Score: Raw -1181791.135037 + Penalty 1796.496629 = -1179994.638408 nChanged 107 SP:Iteration 26Q (13784.589262 sec): 3 clusters Score: Raw -1181849.303269 + Penalty 1796.496629 = -1180052.806640 nChanged 94 SP:Iteration 27Q (13784.613258 sec): 3 clusters Score: Raw -1181905.730633 + Penalty 1796.496629 = -1180109.234004 nChanged 73 SP:Iteration 28Q (13784.637070 sec): 3 clusters Score: Raw -1181946.117574 + Penalty 1796.496629 = -1180149.620945 nChanged 48 SP:Iteration 29Q (13784.660858 sec): 3 clusters Score: Raw -1181972.444659 + Penalty 1796.496629 = -1180175.948030 nChanged 40 SP:Iteration 30Q (13784.684842 sec): 3 clusters Score: Raw -1181992.619487 + Penalty 1796.496629 = -1180196.122858 nChanged 27 SP:Iteration 31Q (13784.708754 sec): 3 clusters Score: Raw -1182004.835931 + Penalty 1796.496629 = -1180208.339302 nChanged 26 SP:Iteration 32Q (13784.732469 sec): 3 clusters Score: Raw -1182015.429481 + Penalty 1796.496629 = -1180218.932852 nChanged 16 SP:Iteration 33Q (13784.756065 sec): 3 clusters Score: Raw -1182022.576193 + Penalty 1796.496629 = -1180226.079564 nChanged 20 SP:Iteration 34Q (13784.779761 sec): 3 clusters Score: Raw -1182032.127605 + Penalty 1796.496629 = -1180235.630976 nChanged 18 SP:Iteration 35Q (13784.803336 sec): 3 clusters Score: Raw -1182039.593782 + Penalty 1796.496629 = -1180243.097153 nChanged 12 SP:Iteration 36Q (13784.826879 sec): 3 clusters Score: Raw -1182043.525943 + Penalty 1796.496629 = -1180247.029314 nChanged 9 SP:Iteration 37Q (13784.850472 sec): 3 clusters Score: Raw -1182046.294017 + Penalty 1796.496629 = -1180249.797388 nChanged 5 SP:Iteration 38Q (13784.873937 sec): 3 clusters Score: Raw -1182047.848991 + Penalty 1796.496629 = -1180251.352362 nChanged 4 SP:Iteration 39Q (13784.897493 sec): 3 clusters Score: Raw -1182049.222562 + Penalty 1796.496629 = -1180252.725933 nChanged 6 SP:Iteration 40F (13784.923948 sec): 3 clusters Score: Raw -1182051.246005 + Penalty 1796.496629 = -1180254.749376 nChanged 4 SP:Iteration 41Q (13784.947501 sec): 3 clusters Score: Raw -1182052.371575 + Penalty 1796.496629 = -1180255.874946 nChanged 3 SP:Iteration 42Q (13784.970921 sec): 3 clusters Score: Raw -1182053.944862 + Penalty 1796.496629 = -1180257.448233 nChanged 3 SP:Iteration 43Q (13784.994236 sec): 3 clusters Score: Raw -1182054.766323 + Penalty 1796.496629 = -1180258.269694 nChanged 3 SP:Iteration 44Q (13785.017721 sec): 3 clusters Score: Raw -1182055.887289 + Penalty 1796.496629 = -1180259.390660 nChanged 1 SP:Iteration 45Q (13785.041316 sec): 3 clusters Score: Raw -1182055.929232 + Penalty 1796.496629 = -1180259.432603 nChanged 0 SP:Iteration 46F (13785.067792 sec): 3 clusters Score: Raw -1182055.929232 + Penalty 1796.496629 = -1180259.432603 nChanged 0 Trying to split cluster 19 (905 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13785.082040 sec): 2 clusters Score: Raw -80517.049552 + Penalty 646.753820 = -79870.295732 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13785.086189 sec): 3 clusters Score: Raw -80154.003367 + Penalty 1293.507639 = -78860.495727 nChanged 313 SP:Iteration 1F (13785.089934 sec): 3 clusters Score: Raw -80385.211497 + Penalty 1293.507639 = -79091.703858 nChanged 78 SP:Iteration 2F (13785.093698 sec): 3 clusters Score: Raw -80469.058075 + Penalty 1293.507639 = -79175.550436 nChanged 59 SP:Iteration 3F (13785.097502 sec): 3 clusters Score: Raw -80538.504557 + Penalty 1293.507639 = -79244.996917 nChanged 50 SP:Iteration 4F (13785.101241 sec): 3 clusters Score: Raw -80592.955721 + Penalty 1293.507639 = -79299.448081 nChanged 43 SP:Iteration 5Q (13785.104959 sec): 3 clusters Score: Raw -80630.773181 + Penalty 1293.507639 = -79337.265541 nChanged 33 SP:Iteration 6Q (13785.108661 sec): 3 clusters Score: Raw -80662.918597 + Penalty 1293.507639 = -79369.410958 nChanged 25 SP:Iteration 7Q (13785.112331 sec): 3 clusters Score: Raw -80683.826446 + Penalty 1293.507639 = -79390.318807 nChanged 11 SP:Iteration 8Q (13785.116019 sec): 3 clusters Score: Raw -80695.750279 + Penalty 1293.507639 = -79402.242640 nChanged 13 SP:Iteration 9Q (13785.119661 sec): 3 clusters Score: Raw -80708.373649 + Penalty 1293.507639 = -79414.866009 nChanged 14 SP:Iteration 10Q (13785.123286 sec): 3 clusters Score: Raw -80719.729664 + Penalty 1293.507639 = -79426.222025 nChanged 7 SP:Iteration 11Q (13785.126948 sec): 3 clusters Score: Raw -80725.992349 + Penalty 1293.507639 = -79432.484710 nChanged 3 SP:Iteration 12Q (13785.130630 sec): 3 clusters Score: Raw -80727.984401 + Penalty 1293.507639 = -79434.476762 nChanged 5 SP:Iteration 13Q (13785.134269 sec): 3 clusters Score: Raw -80729.680329 + Penalty 1293.507639 = -79436.172690 nChanged 2 SP:Iteration 14Q (13785.137932 sec): 3 clusters Score: Raw -80730.865406 + Penalty 1293.507639 = -79437.357767 nChanged 3 SP:Iteration 15Q (13785.141607 sec): 3 clusters Score: Raw -80731.974540 + Penalty 1293.507639 = -79438.466901 nChanged 2 SP:Iteration 16Q (13785.145260 sec): 3 clusters Score: Raw -80733.081648 + Penalty 1293.507639 = -79439.574009 nChanged 1 SP:Iteration 17Q (13785.148916 sec): 3 clusters Score: Raw -80733.441047 + Penalty 1293.507639 = -79439.933408 nChanged 0 SP:Iteration 18F (13785.152624 sec): 3 clusters Score: Raw -80733.441047 + Penalty 1293.507639 = -79439.933408 nChanged 0 Trying to split cluster 20 (14515 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13785.178881 sec): 2 clusters Score: Raw -1205769.802425 + Penalty 910.379098 = -1204859.423326 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13785.208760 sec): 3 clusters Score: Raw -1197002.231757 + Penalty 1820.758197 = -1195181.473560 nChanged 6644 SP:Iteration 1F (13785.237139 sec): 3 clusters Score: Raw -1201178.849860 + Penalty 1820.758197 = -1199358.091664 nChanged 1081 SP:Iteration 2F (13785.265473 sec): 3 clusters Score: Raw -1201963.341410 + Penalty 1820.758197 = -1200142.583214 nChanged 1168 SP:Iteration 3F (13785.293892 sec): 3 clusters Score: Raw -1202991.493986 + Penalty 1820.758197 = -1201170.735790 nChanged 1271 SP:Iteration 4F (13785.322232 sec): 3 clusters Score: Raw -1204183.875991 + Penalty 1820.758197 = -1202363.117795 nChanged 1128 SP:Iteration 5F (13785.350616 sec): 3 clusters Score: Raw -1205118.690905 + Penalty 1820.758197 = -1203297.932708 nChanged 860 SP:Iteration 6F (13785.378859 sec): 3 clusters Score: Raw -1205696.574009 + Penalty 1820.758197 = -1203875.815813 nChanged 575 SP:Iteration 7Q (13785.407616 sec): 3 clusters Score: Raw -1206038.250372 + Penalty 1820.758197 = -1204217.492176 nChanged 403 SP:Iteration 8Q (13785.436106 sec): 3 clusters Score: Raw -1206243.335672 + Penalty 1820.758197 = -1204422.577475 nChanged 326 SP:Iteration 9Q (13785.464426 sec): 3 clusters Score: Raw -1206402.837925 + Penalty 1820.758197 = -1204582.079729 nChanged 242 SP:Iteration 10Q (13785.492951 sec): 3 clusters Score: Raw -1206503.194982 + Penalty 1820.758197 = -1204682.436786 nChanged 180 SP:Iteration 11Q (13785.521535 sec): 3 clusters Score: Raw -1206568.932995 + Penalty 1820.758197 = -1204748.174799 nChanged 144 SP:Iteration 12Q (13785.549983 sec): 3 clusters Score: Raw -1206618.244846 + Penalty 1820.758197 = -1204797.486650 nChanged 121 SP:Iteration 13Q (13785.578367 sec): 3 clusters Score: Raw -1206660.997987 + Penalty 1820.758197 = -1204840.239791 nChanged 103 SP:Iteration 14Q (13785.607060 sec): 3 clusters Score: Raw -1206693.776172 + Penalty 1820.758197 = -1204873.017976 nChanged 89 SP:Iteration 15Q (13785.635643 sec): 3 clusters Score: Raw -1206721.785285 + Penalty 1820.758197 = -1204901.027089 nChanged 64 SP:Iteration 16Q (13785.663844 sec): 3 clusters Score: Raw -1206738.124736 + Penalty 1820.758197 = -1204917.366539 nChanged 53 SP:Iteration 17Q (13785.692126 sec): 3 clusters Score: Raw -1206752.523181 + Penalty 1820.758197 = -1204931.764984 nChanged 41 SP:Iteration 18Q (13785.720429 sec): 3 clusters Score: Raw -1206765.236912 + Penalty 1820.758197 = -1204944.478716 nChanged 33 SP:Iteration 19Q (13785.748697 sec): 3 clusters Score: Raw -1206774.318119 + Penalty 1820.758197 = -1204953.559922 nChanged 29 SP:Iteration 20F (13785.777128 sec): 3 clusters Score: Raw -1206781.714190 + Penalty 1820.758197 = -1204960.955994 nChanged 21 SP:Iteration 21Q (13785.805412 sec): 3 clusters Score: Raw -1206788.444671 + Penalty 1820.758197 = -1204967.686474 nChanged 22 SP:Iteration 22Q (13785.833544 sec): 3 clusters Score: Raw -1206796.113418 + Penalty 1820.758197 = -1204975.355222 nChanged 21 SP:Iteration 23Q (13785.861814 sec): 3 clusters Score: Raw -1206802.320825 + Penalty 1820.758197 = -1204981.562629 nChanged 21 SP:Iteration 24Q (13785.889929 sec): 3 clusters Score: Raw -1206807.271428 + Penalty 1820.758197 = -1204986.513232 nChanged 20 SP:Iteration 25Q (13785.918129 sec): 3 clusters Score: Raw -1206810.821583 + Penalty 1820.758197 = -1204990.063387 nChanged 9 SP:Iteration 26Q (13785.946108 sec): 3 clusters Score: Raw -1206811.923313 + Penalty 1820.758197 = -1204991.165117 nChanged 8 SP:Iteration 27Q (13785.974091 sec): 3 clusters Score: Raw -1206813.572432 + Penalty 1820.758197 = -1204992.814235 nChanged 7 SP:Iteration 28Q (13786.002272 sec): 3 clusters Score: Raw -1206814.147804 + Penalty 1820.758197 = -1204993.389607 nChanged 1 SP:Iteration 29Q (13786.030266 sec): 3 clusters Score: Raw -1206814.196802 + Penalty 1820.758197 = -1204993.438606 nChanged 1 SP:Iteration 30Q (13786.058111 sec): 3 clusters Score: Raw -1206814.299753 + Penalty 1820.758197 = -1204993.541557 nChanged 2 SP:Iteration 31Q (13786.086123 sec): 3 clusters Score: Raw -1206814.534564 + Penalty 1820.758197 = -1204993.776367 nChanged 1 SP:Iteration 32Q (13786.114202 sec): 3 clusters Score: Raw -1206814.709928 + Penalty 1820.758197 = -1204993.951731 nChanged 0 SP:Iteration 33F (13786.142878 sec): 3 clusters Score: Raw -1206814.709928 + Penalty 1820.758197 = -1204993.951731 nChanged 0 Score: Raw -89558560.190587 + Penalty 51115.904099 = -89507444.286488 Splitting cluster 20 changes total score from -89507690.353387 to -89507444.286488 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13804.492202 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13804.499576 sec): 3 clusters Score: Raw -174608.392676 + Penalty 1425.100602 = -173183.292073 nChanged 700 SP:Iteration 1F (13804.506291 sec): 3 clusters Score: Raw -175028.117601 + Penalty 1425.100602 = -173603.016999 nChanged 113 SP:Iteration 2F (13804.513049 sec): 3 clusters Score: Raw -175099.774067 + Penalty 1425.100602 = -173674.673465 nChanged 88 SP:Iteration 3Q (13804.519790 sec): 3 clusters Score: Raw -175155.101780 + Penalty 1425.100602 = -173730.001178 nChanged 62 SP:Iteration 4Q (13804.526522 sec): 3 clusters Score: Raw -175187.349797 + Penalty 1425.100602 = -173762.249195 nChanged 49 SP:Iteration 5Q (13804.533291 sec): 3 clusters Score: Raw -175214.558916 + Penalty 1425.100602 = -173789.458314 nChanged 59 SP:Iteration 6Q (13804.540064 sec): 3 clusters Score: Raw -175251.013230 + Penalty 1425.100602 = -173825.912627 nChanged 53 SP:Iteration 7Q (13804.546823 sec): 3 clusters Score: Raw -175288.812384 + Penalty 1425.100602 = -173863.711782 nChanged 49 SP:Iteration 8Q (13804.553561 sec): 3 clusters Score: Raw -175326.386844 + Penalty 1425.100602 = -173901.286242 nChanged 56 SP:Iteration 9Q (13804.560327 sec): 3 clusters Score: Raw -175369.696829 + Penalty 1425.100602 = -173944.596227 nChanged 47 SP:Iteration 10Q (13804.567063 sec): 3 clusters Score: Raw -175403.657242 + Penalty 1425.100602 = -173978.556640 nChanged 39 SP:Iteration 11Q (13804.573713 sec): 3 clusters Score: Raw -175436.967798 + Penalty 1425.100602 = -174011.867196 nChanged 33 SP:Iteration 12Q (13804.580432 sec): 3 clusters Score: Raw -175457.818581 + Penalty 1425.100602 = -174032.717979 nChanged 30 SP:Iteration 13Q (13804.587120 sec): 3 clusters Score: Raw -175474.480463 + Penalty 1425.100602 = -174049.379861 nChanged 31 SP:Iteration 14Q (13804.593792 sec): 3 clusters Score: Raw -175491.455826 + Penalty 1425.100602 = -174066.355224 nChanged 16 SP:Iteration 15Q (13804.600443 sec): 3 clusters Score: Raw -175497.682418 + Penalty 1425.100602 = -174072.581816 nChanged 11 SP:Iteration 16Q (13804.607106 sec): 3 clusters Score: Raw -175502.605504 + Penalty 1425.100602 = -174077.504902 nChanged 5 SP:Iteration 17Q (13804.613782 sec): 3 clusters Score: Raw -175505.414372 + Penalty 1425.100602 = -174080.313770 nChanged 3 SP:Iteration 18Q (13804.620437 sec): 3 clusters Score: Raw -175507.881151 + Penalty 1425.100602 = -174082.780548 nChanged 5 SP:Iteration 19Q (13804.627082 sec): 3 clusters Score: Raw -175510.456868 + Penalty 1425.100602 = -174085.356266 nChanged 5 SP:Iteration 20F (13804.633791 sec): 3 clusters Score: Raw -175512.426394 + Penalty 1425.100602 = -174087.325792 nChanged 5 SP:Iteration 21Q (13804.640425 sec): 3 clusters Score: Raw -175514.211925 + Penalty 1425.100602 = -174089.111323 nChanged 8 SP:Iteration 22Q (13804.647145 sec): 3 clusters Score: Raw -175517.215385 + Penalty 1425.100602 = -174092.114783 nChanged 4 SP:Iteration 23Q (13804.653786 sec): 3 clusters Score: Raw -175519.981501 + Penalty 1425.100602 = -174094.880899 nChanged 2 SP:Iteration 24Q (13804.660412 sec): 3 clusters Score: Raw -175520.770342 + Penalty 1425.100602 = -174095.669740 nChanged 1 SP:Iteration 25Q (13804.666958 sec): 3 clusters Score: Raw -175520.996757 + Penalty 1425.100602 = -174095.896155 nChanged 0 SP:Iteration 26F (13804.673664 sec): 3 clusters Score: Raw -175520.996757 + Penalty 1425.100602 = -174095.896155 nChanged 0 Trying to split cluster 22 (6377 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13804.693036 sec): 2 clusters Score: Raw -610038.692185 + Penalty 832.243039 = -609206.449145 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13804.713923 sec): 3 clusters Score: Raw -606333.186545 + Penalty 1664.486079 = -604668.700466 nChanged 2828 SP:Iteration 1F (13804.733912 sec): 3 clusters Score: Raw -607903.962806 + Penalty 1664.486079 = -606239.476727 nChanged 457 SP:Iteration 2F (13804.754209 sec): 3 clusters Score: Raw -608160.524285 + Penalty 1664.486079 = -606496.038206 nChanged 416 SP:Iteration 3F (13804.774314 sec): 3 clusters Score: Raw -608385.112270 + Penalty 1664.486079 = -606720.626191 nChanged 340 SP:Iteration 4F (13804.794520 sec): 3 clusters Score: Raw -608576.606225 + Penalty 1664.486079 = -606912.120146 nChanged 346 SP:Iteration 5F (13804.814605 sec): 3 clusters Score: Raw -608792.145996 + Penalty 1664.486079 = -607127.659918 nChanged 347 SP:Iteration 6F (13804.834720 sec): 3 clusters Score: Raw -609020.260887 + Penalty 1664.486079 = -607355.774808 nChanged 333 SP:Iteration 7F (13804.854844 sec): 3 clusters Score: Raw -609271.693970 + Penalty 1664.486079 = -607607.207891 nChanged 342 SP:Iteration 8F (13804.875166 sec): 3 clusters Score: Raw -609582.200268 + Penalty 1664.486079 = -607917.714189 nChanged 241 SP:Iteration 9Q (13804.895218 sec): 3 clusters Score: Raw -609860.858930 + Penalty 1664.486079 = -608196.372851 nChanged 187 SP:Iteration 10Q (13804.915133 sec): 3 clusters Score: Raw -610060.620522 + Penalty 1664.486079 = -608396.134443 nChanged 140 SP:Iteration 11Q (13804.934697 sec): 3 clusters Score: Raw -610171.658704 + Penalty 1664.486079 = -608507.172625 nChanged 78 SP:Iteration 12Q (13804.954343 sec): 3 clusters Score: Raw -610210.186134 + Penalty 1664.486079 = -608545.700055 nChanged 65 SP:Iteration 13Q (13804.973492 sec): 3 clusters Score: Raw -610244.028450 + Penalty 1664.486079 = -608579.542371 nChanged 51 SP:Iteration 14Q (13804.992848 sec): 3 clusters Score: Raw -610262.890807 + Penalty 1664.486079 = -608598.404728 nChanged 32 SP:Iteration 15Q (13805.049319 sec): 3 clusters Score: Raw -610272.045729 + Penalty 1664.486079 = -608607.559650 nChanged 26 SP:Iteration 16Q (13805.103734 sec): 3 clusters Score: Raw -610279.331921 + Penalty 1664.486079 = -608614.845842 nChanged 18 SP:Iteration 17Q (13805.157348 sec): 3 clusters Score: Raw -610284.592755 + Penalty 1664.486079 = -608620.106677 nChanged 19 SP:Iteration 18Q (13805.209979 sec): 3 clusters Score: Raw -610289.616316 + Penalty 1664.486079 = -608625.130237 nChanged 11 SP:Iteration 19Q (13805.263571 sec): 3 clusters Score: Raw -610292.327235 + Penalty 1664.486079 = -608627.841156 nChanged 17 SP:Iteration 20F (13805.306060 sec): 3 clusters Score: Raw -610296.426344 + Penalty 1664.486079 = -608631.940266 nChanged 12 SP:Iteration 21Q (13805.325359 sec): 3 clusters Score: Raw -610299.027384 + Penalty 1664.486079 = -608634.541306 nChanged 5 SP:Iteration 22Q (13805.344593 sec): 3 clusters Score: Raw -610300.070758 + Penalty 1664.486079 = -608635.584679 nChanged 7 SP:Iteration 23Q (13805.363779 sec): 3 clusters Score: Raw -610301.146170 + Penalty 1664.486079 = -608636.660091 nChanged 7 SP:Iteration 24Q (13805.382967 sec): 3 clusters Score: Raw -610302.526192 + Penalty 1664.486079 = -608638.040114 nChanged 7 SP:Iteration 25Q (13805.402156 sec): 3 clusters Score: Raw -610303.739439 + Penalty 1664.486079 = -608639.253360 nChanged 8 SP:Iteration 26Q (13805.421395 sec): 3 clusters Score: Raw -610306.025045 + Penalty 1664.486079 = -608641.538966 nChanged 9 SP:Iteration 27Q (13805.440597 sec): 3 clusters Score: Raw -610308.253465 + Penalty 1664.486079 = -608643.767386 nChanged 5 SP:Iteration 28Q (13805.459886 sec): 3 clusters Score: Raw -610309.099952 + Penalty 1664.486079 = -608644.613873 nChanged 4 SP:Iteration 29Q (13805.478740 sec): 3 clusters Score: Raw -610309.903650 + Penalty 1664.486079 = -608645.417572 nChanged 4 SP:Iteration 30Q (13805.497742 sec): 3 clusters Score: Raw -610311.543678 + Penalty 1664.486079 = -608647.057600 nChanged 6 SP:Iteration 31Q (13805.516992 sec): 3 clusters Score: Raw -610313.188160 + Penalty 1664.486079 = -608648.702082 nChanged 2 SP:Iteration 32Q (13805.536249 sec): 3 clusters Score: Raw -610314.017703 + Penalty 1664.486079 = -608649.531625 nChanged 3 SP:Iteration 33Q (13805.555600 sec): 3 clusters Score: Raw -610314.647473 + Penalty 1664.486079 = -608650.161394 nChanged 2 SP:Iteration 34Q (13805.599680 sec): 3 clusters Score: Raw -610315.166118 + Penalty 1664.486079 = -608650.680040 nChanged 3 SP:Iteration 35Q (13805.618749 sec): 3 clusters Score: Raw -610316.130376 + Penalty 1664.486079 = -608651.644298 nChanged 2 SP:Iteration 36Q (13805.637909 sec): 3 clusters Score: Raw -610316.431876 + Penalty 1664.486079 = -608651.945798 nChanged 3 SP:Iteration 37Q (13805.658207 sec): 3 clusters Score: Raw -610317.239472 + Penalty 1664.486079 = -608652.753394 nChanged 4 SP:Iteration 38Q (13805.679098 sec): 3 clusters Score: Raw -610317.851101 + Penalty 1664.486079 = -608653.365022 nChanged 1 SP:Iteration 39Q (13805.699560 sec): 3 clusters Score: Raw -610317.938370 + Penalty 1664.486079 = -608653.452291 nChanged 1 SP:Iteration 40F (13805.721427 sec): 3 clusters Score: Raw -610318.032710 + Penalty 1664.486079 = -608653.546631 nChanged 1 SP:Iteration 41Q (13805.741936 sec): 3 clusters Score: Raw -610318.176639 + Penalty 1664.486079 = -608653.690560 nChanged 2 SP:Iteration 42Q (13805.761110 sec): 3 clusters Score: Raw -610318.429325 + Penalty 1664.486079 = -608653.943246 nChanged 2 SP:Iteration 43Q (13805.780159 sec): 3 clusters Score: Raw -610318.764674 + Penalty 1664.486079 = -608654.278595 nChanged 0 SP:Iteration 44F (13805.800064 sec): 3 clusters Score: Raw -610318.764674 + Penalty 1664.486079 = -608654.278595 nChanged 0 Trying to split cluster 23 (190 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13805.813821 sec): 2 clusters Score: Raw -13320.408311 + Penalty 498.467287 = -12821.941025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13805.815265 sec): 3 clusters Score: Raw -13437.918077 + Penalty 996.934574 = -12440.983503 nChanged 43 SP:Iteration 1F (13805.816496 sec): 3 clusters Score: Raw -13555.483149 + Penalty 996.934574 = -12558.548575 nChanged 27 SP:Iteration 2F (13805.817717 sec): 3 clusters Score: Raw -13626.509461 + Penalty 996.934574 = -12629.574887 nChanged 9 SP:Iteration 3Q (13805.818865 sec): 3 clusters Score: Raw -13645.994288 + Penalty 996.934574 = -12649.059715 nChanged 3 SP:Iteration 4Q (13805.820054 sec): 3 clusters Score: Raw -13653.665691 + Penalty 996.934574 = -12656.731117 nChanged 2 SP:Iteration 5Q (13805.821226 sec): 3 clusters Score: Raw -13696.646892 + Penalty 996.934574 = -12699.712318 nChanged 1 SP:Iteration 6Q (13805.822403 sec): 3 clusters Score: Raw -13697.740554 + Penalty 996.934574 = -12700.805980 nChanged 0 SP:Iteration 7F (13805.823591 sec): 3 clusters Score: Raw -13697.740554 + Penalty 996.934574 = -12700.805980 nChanged 0 Trying to split cluster 24 (1351 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13805.839109 sec): 2 clusters Score: Raw -139682.789135 + Penalty 684.817032 = -138997.972103 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13805.844868 sec): 3 clusters Score: Raw -139100.681076 + Penalty 1369.634064 = -137731.047012 nChanged 448 SP:Iteration 1F (13805.850116 sec): 3 clusters Score: Raw -139353.997942 + Penalty 1369.634064 = -137984.363878 nChanged 83 SP:Iteration 2F (13805.855404 sec): 3 clusters Score: Raw -139417.772197 + Penalty 1369.634064 = -138048.138133 nChanged 61 SP:Iteration 3Q (13805.860674 sec): 3 clusters Score: Raw -139457.068780 + Penalty 1369.634064 = -138087.434715 nChanged 42 SP:Iteration 4Q (13805.865932 sec): 3 clusters Score: Raw -139479.632285 + Penalty 1369.634064 = -138109.998221 nChanged 32 SP:Iteration 5Q (13805.871176 sec): 3 clusters Score: Raw -139496.948373 + Penalty 1369.634064 = -138127.314308 nChanged 23 SP:Iteration 6Q (13805.876416 sec): 3 clusters Score: Raw -139507.776446 + Penalty 1369.634064 = -138138.142382 nChanged 20 SP:Iteration 7Q (13805.881646 sec): 3 clusters Score: Raw -139520.414249 + Penalty 1369.634064 = -138150.780185 nChanged 13 SP:Iteration 8Q (13805.886900 sec): 3 clusters Score: Raw -139525.989079 + Penalty 1369.634064 = -138156.355015 nChanged 7 SP:Iteration 9Q (13805.892077 sec): 3 clusters Score: Raw -139529.546230 + Penalty 1369.634064 = -138159.912166 nChanged 11 SP:Iteration 10Q (13805.897321 sec): 3 clusters Score: Raw -139532.825501 + Penalty 1369.634064 = -138163.191436 nChanged 3 SP:Iteration 11Q (13805.902545 sec): 3 clusters Score: Raw -139535.229107 + Penalty 1369.634064 = -138165.595043 nChanged 9 SP:Iteration 12Q (13805.907766 sec): 3 clusters Score: Raw -139539.058352 + Penalty 1369.634064 = -138169.424288 nChanged 6 SP:Iteration 13Q (13805.912937 sec): 3 clusters Score: Raw -139540.673149 + Penalty 1369.634064 = -138171.039085 nChanged 4 SP:Iteration 14Q (13805.918153 sec): 3 clusters Score: Raw -139541.819332 + Penalty 1369.634064 = -138172.185268 nChanged 3 SP:Iteration 15Q (13805.923430 sec): 3 clusters Score: Raw -139542.998655 + Penalty 1369.634064 = -138173.364591 nChanged 1 SP:Iteration 16Q (13805.928649 sec): 3 clusters Score: Raw -139543.895755 + Penalty 1369.634064 = -138174.261691 nChanged 1 SP:Iteration 17Q (13805.933857 sec): 3 clusters Score: Raw -139544.185797 + Penalty 1369.634064 = -138174.551733 nChanged 1 SP:Iteration 18Q (13805.939069 sec): 3 clusters Score: Raw -139545.302637 + Penalty 1369.634064 = -138175.668573 nChanged 2 SP:Iteration 19Q (13805.944292 sec): 3 clusters Score: Raw -139546.187487 + Penalty 1369.634064 = -138176.553422 nChanged 1 SP:Iteration 20F (13805.949493 sec): 3 clusters Score: Raw -139546.440960 + Penalty 1369.634064 = -138176.806895 nChanged 1 SP:Iteration 21Q (13805.954745 sec): 3 clusters Score: Raw -139546.750865 + Penalty 1369.634064 = -138177.116801 nChanged 3 SP:Iteration 22Q (13805.959961 sec): 3 clusters Score: Raw -139548.127692 + Penalty 1369.634064 = -138178.493628 nChanged 3 SP:Iteration 23Q (13805.965129 sec): 3 clusters Score: Raw -139549.458287 + Penalty 1369.634064 = -138179.824223 nChanged 5 SP:Iteration 24Q (13805.970343 sec): 3 clusters Score: Raw -139551.198584 + Penalty 1369.634064 = -138181.564520 nChanged 3 SP:Iteration 25Q (13805.976331 sec): 3 clusters Score: Raw -139552.059200 + Penalty 1369.634064 = -138182.425136 nChanged 3 SP:Iteration 26Q (13805.981542 sec): 3 clusters Score: Raw -139553.193084 + Penalty 1369.634064 = -138183.559020 nChanged 2 SP:Iteration 27Q (13805.986776 sec): 3 clusters Score: Raw -139554.379109 + Penalty 1369.634064 = -138184.745045 nChanged 3 SP:Iteration 28Q (13805.991988 sec): 3 clusters Score: Raw -139555.392646 + Penalty 1369.634064 = -138185.758582 nChanged 2 SP:Iteration 29Q (13805.997142 sec): 3 clusters Score: Raw -139556.137920 + Penalty 1369.634064 = -138186.503856 nChanged 3 SP:Iteration 30Q (13806.002346 sec): 3 clusters Score: Raw -139557.306492 + Penalty 1369.634064 = -138187.672427 nChanged 2 SP:Iteration 31Q (13806.007484 sec): 3 clusters Score: Raw -139557.701393 + Penalty 1369.634064 = -138188.067329 nChanged 1 SP:Iteration 32Q (13806.012678 sec): 3 clusters Score: Raw -139558.040438 + Penalty 1369.634064 = -138188.406374 nChanged 1 SP:Iteration 33Q (13806.017917 sec): 3 clusters Score: Raw -139558.661243 + Penalty 1369.634064 = -138189.027179 nChanged 6 SP:Iteration 34Q (13806.023143 sec): 3 clusters Score: Raw -139561.097166 + Penalty 1369.634064 = -138191.463102 nChanged 6 SP:Iteration 35Q (13806.028299 sec): 3 clusters Score: Raw -139563.261930 + Penalty 1369.634064 = -138193.627866 nChanged 5 SP:Iteration 36Q (13806.033509 sec): 3 clusters Score: Raw -139565.462652 + Penalty 1369.634064 = -138195.828588 nChanged 4 SP:Iteration 37Q (13806.038718 sec): 3 clusters Score: Raw -139567.289104 + Penalty 1369.634064 = -138197.655040 nChanged 3 SP:Iteration 38Q (13806.043913 sec): 3 clusters Score: Raw -139569.034797 + Penalty 1369.634064 = -138199.400733 nChanged 4 SP:Iteration 39Q (13806.049119 sec): 3 clusters Score: Raw -139571.085798 + Penalty 1369.634064 = -138201.451734 nChanged 9 SP:Iteration 40F (13806.054319 sec): 3 clusters Score: Raw -139575.144072 + Penalty 1369.634064 = -138205.510007 nChanged 4 SP:Iteration 41Q (13806.059519 sec): 3 clusters Score: Raw -139577.025851 + Penalty 1369.634064 = -138207.391786 nChanged 7 SP:Iteration 42Q (13806.064710 sec): 3 clusters Score: Raw -139580.619738 + Penalty 1369.634064 = -138210.985674 nChanged 7 SP:Iteration 43Q (13806.069928 sec): 3 clusters Score: Raw -139583.639038 + Penalty 1369.634064 = -138214.004974 nChanged 2 SP:Iteration 44Q (13806.075109 sec): 3 clusters Score: Raw -139584.357724 + Penalty 1369.634064 = -138214.723659 nChanged 1 SP:Iteration 45Q (13806.080309 sec): 3 clusters Score: Raw -139584.551219 + Penalty 1369.634064 = -138214.917155 nChanged 2 SP:Iteration 46Q (13806.085498 sec): 3 clusters Score: Raw -139585.131608 + Penalty 1369.634064 = -138215.497543 nChanged 0 SP:Iteration 47F (13806.090670 sec): 3 clusters Score: Raw -139585.131608 + Penalty 1369.634064 = -138215.497543 nChanged 0 Trying to split cluster 25 (745 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13806.105336 sec): 2 clusters Score: Raw -65348.899432 + Penalty 628.271501 = -64720.627931 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13806.108800 sec): 3 clusters Score: Raw -65093.327691 + Penalty 1256.543001 = -63836.784690 nChanged 248 SP:Iteration 1F (13806.112001 sec): 3 clusters Score: Raw -65305.170490 + Penalty 1256.543001 = -64048.627489 nChanged 66 SP:Iteration 2F (13806.115152 sec): 3 clusters Score: Raw -65366.203370 + Penalty 1256.543001 = -64109.660369 nChanged 29 SP:Iteration 3Q (13806.118278 sec): 3 clusters Score: Raw -65394.651485 + Penalty 1256.543001 = -64138.108484 nChanged 18 SP:Iteration 4Q (13806.121396 sec): 3 clusters Score: Raw -65408.279082 + Penalty 1256.543001 = -64151.736080 nChanged 16 SP:Iteration 5Q (13806.124505 sec): 3 clusters Score: Raw -65419.596645 + Penalty 1256.543001 = -64163.053643 nChanged 17 SP:Iteration 6Q (13806.127652 sec): 3 clusters Score: Raw -65433.939419 + Penalty 1256.543001 = -64177.396418 nChanged 17 SP:Iteration 7Q (13806.130763 sec): 3 clusters Score: Raw -65448.215596 + Penalty 1256.543001 = -64191.672594 nChanged 12 SP:Iteration 8Q (13806.133873 sec): 3 clusters Score: Raw -65459.497868 + Penalty 1256.543001 = -64202.954866 nChanged 8 SP:Iteration 9Q (13806.136976 sec): 3 clusters Score: Raw -65463.268508 + Penalty 1256.543001 = -64206.725507 nChanged 3 SP:Iteration 10Q (13806.140068 sec): 3 clusters Score: Raw -65468.214146 + Penalty 1256.543001 = -64211.671145 nChanged 8 SP:Iteration 11Q (13806.143172 sec): 3 clusters Score: Raw -65475.941725 + Penalty 1256.543001 = -64219.398723 nChanged 8 SP:Iteration 12Q (13806.146270 sec): 3 clusters Score: Raw -65484.627421 + Penalty 1256.543001 = -64228.084420 nChanged 5 SP:Iteration 13Q (13806.149318 sec): 3 clusters Score: Raw -65489.607908 + Penalty 1256.543001 = -64233.064906 nChanged 1 SP:Iteration 14Q (13806.152398 sec): 3 clusters Score: Raw -65491.312736 + Penalty 1256.543001 = -64234.769735 nChanged 1 SP:Iteration 15Q (13806.155489 sec): 3 clusters Score: Raw -65493.259066 + Penalty 1256.543001 = -64236.716064 nChanged 6 SP:Iteration 16Q (13806.158576 sec): 3 clusters Score: Raw -65499.186558 + Penalty 1256.543001 = -64242.643556 nChanged 7 SP:Iteration 17Q (13806.161645 sec): 3 clusters Score: Raw -65506.808632 + Penalty 1256.543001 = -64250.265630 nChanged 6 SP:Iteration 18Q (13806.164721 sec): 3 clusters Score: Raw -65513.205496 + Penalty 1256.543001 = -64256.662495 nChanged 3 SP:Iteration 19Q (13806.167787 sec): 3 clusters Score: Raw -65514.480848 + Penalty 1256.543001 = -64257.937847 nChanged 2 SP:Iteration 20F (13806.170902 sec): 3 clusters Score: Raw -65515.244330 + Penalty 1256.543001 = -64258.701329 nChanged 2 SP:Iteration 21Q (13806.173980 sec): 3 clusters Score: Raw -65515.795126 + Penalty 1256.543001 = -64259.252125 nChanged 1 SP:Iteration 22Q (13806.177042 sec): 3 clusters Score: Raw -65516.060719 + Penalty 1256.543001 = -64259.517718 nChanged 0 SP:Iteration 23F (13806.180141 sec): 3 clusters Score: Raw -65516.060719 + Penalty 1256.543001 = -64259.517718 nChanged 0 Trying to split cluster 26 (9761 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13806.202963 sec): 2 clusters Score: Raw -899382.901343 + Penalty 872.684263 = -898510.217081 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13806.228275 sec): 3 clusters Score: Raw -893642.657918 + Penalty 1745.368525 = -891897.289393 nChanged 4334 SP:Iteration 1F (13806.252601 sec): 3 clusters Score: Raw -896039.630131 + Penalty 1745.368525 = -894294.261605 nChanged 563 SP:Iteration 2F (13806.277027 sec): 3 clusters Score: Raw -896279.483915 + Penalty 1745.368525 = -894534.115390 nChanged 510 SP:Iteration 3F (13806.301277 sec): 3 clusters Score: Raw -896504.522079 + Penalty 1745.368525 = -894759.153553 nChanged 524 SP:Iteration 4F (13806.325564 sec): 3 clusters Score: Raw -896771.568800 + Penalty 1745.368525 = -895026.200275 nChanged 544 SP:Iteration 5F (13806.349862 sec): 3 clusters Score: Raw -897119.930820 + Penalty 1745.368525 = -895374.562295 nChanged 580 SP:Iteration 6F (13806.374226 sec): 3 clusters Score: Raw -897512.470789 + Penalty 1745.368525 = -895767.102264 nChanged 533 SP:Iteration 7F (13806.398755 sec): 3 clusters Score: Raw -897873.098035 + Penalty 1745.368525 = -896127.729509 nChanged 477 SP:Iteration 8Q (13806.423307 sec): 3 clusters Score: Raw -898209.700093 + Penalty 1745.368525 = -896464.331568 nChanged 428 SP:Iteration 9Q (13806.447417 sec): 3 clusters Score: Raw -898501.962157 + Penalty 1745.368525 = -896756.593631 nChanged 317 SP:Iteration 10Q (13806.471351 sec): 3 clusters Score: Raw -898670.882884 + Penalty 1745.368525 = -896925.514359 nChanged 214 SP:Iteration 11Q (13806.495223 sec): 3 clusters Score: Raw -898782.213836 + Penalty 1745.368525 = -897036.845311 nChanged 186 SP:Iteration 12Q (13806.518911 sec): 3 clusters Score: Raw -898883.828353 + Penalty 1745.368525 = -897138.459828 nChanged 167 SP:Iteration 13Q (13806.542443 sec): 3 clusters Score: Raw -898976.842631 + Penalty 1745.368525 = -897231.474106 nChanged 146 SP:Iteration 14Q (13806.565991 sec): 3 clusters Score: Raw -899063.917538 + Penalty 1745.368525 = -897318.549013 nChanged 131 SP:Iteration 15Q (13806.589480 sec): 3 clusters Score: Raw -899140.678631 + Penalty 1745.368525 = -897395.310106 nChanged 137 SP:Iteration 16Q (13806.612940 sec): 3 clusters Score: Raw -899234.274611 + Penalty 1745.368525 = -897488.906085 nChanged 147 SP:Iteration 17Q (13806.636346 sec): 3 clusters Score: Raw -899307.341394 + Penalty 1745.368525 = -897561.972869 nChanged 97 SP:Iteration 18Q (13806.659396 sec): 3 clusters Score: Raw -899346.210238 + Penalty 1745.368525 = -897600.841713 nChanged 90 SP:Iteration 19Q (13806.682264 sec): 3 clusters Score: Raw -899376.176188 + Penalty 1745.368525 = -897630.807663 nChanged 83 SP:Iteration 20F (13806.706629 sec): 3 clusters Score: Raw -899403.989196 + Penalty 1745.368525 = -897658.620670 nChanged 67 SP:Iteration 21Q (13806.729592 sec): 3 clusters Score: Raw -899426.311773 + Penalty 1745.368525 = -897680.943248 nChanged 56 SP:Iteration 22Q (13806.752215 sec): 3 clusters Score: Raw -899440.874655 + Penalty 1745.368525 = -897695.506130 nChanged 40 SP:Iteration 23Q (13806.774961 sec): 3 clusters Score: Raw -899450.540650 + Penalty 1745.368525 = -897705.172125 nChanged 43 SP:Iteration 24Q (13806.797716 sec): 3 clusters Score: Raw -899458.835787 + Penalty 1745.368525 = -897713.467261 nChanged 29 SP:Iteration 25Q (13806.820466 sec): 3 clusters Score: Raw -899463.606652 + Penalty 1745.368525 = -897718.238127 nChanged 30 SP:Iteration 26Q (13806.843212 sec): 3 clusters Score: Raw -899468.206738 + Penalty 1745.368525 = -897722.838213 nChanged 20 SP:Iteration 27Q (13806.865873 sec): 3 clusters Score: Raw -899471.407242 + Penalty 1745.368525 = -897726.038717 nChanged 12 SP:Iteration 28Q (13806.888519 sec): 3 clusters Score: Raw -899473.145846 + Penalty 1745.368525 = -897727.777321 nChanged 14 SP:Iteration 29Q (13806.911241 sec): 3 clusters Score: Raw -899475.646923 + Penalty 1745.368525 = -897730.278397 nChanged 13 SP:Iteration 30Q (13806.933847 sec): 3 clusters Score: Raw -899477.981885 + Penalty 1745.368525 = -897732.613360 nChanged 11 SP:Iteration 31Q (13806.956327 sec): 3 clusters Score: Raw -899480.212352 + Penalty 1745.368525 = -897734.843827 nChanged 18 SP:Iteration 32Q (13806.978879 sec): 3 clusters Score: Raw -899482.936950 + Penalty 1745.368525 = -897737.568425 nChanged 13 SP:Iteration 33Q (13807.001269 sec): 3 clusters Score: Raw -899485.450087 + Penalty 1745.368525 = -897740.081561 nChanged 10 SP:Iteration 34Q (13807.023657 sec): 3 clusters Score: Raw -899487.182088 + Penalty 1745.368525 = -897741.813563 nChanged 10 SP:Iteration 35Q (13807.046119 sec): 3 clusters Score: Raw -899488.925095 + Penalty 1745.368525 = -897743.556570 nChanged 9 SP:Iteration 36Q (13807.068514 sec): 3 clusters Score: Raw -899489.979726 + Penalty 1745.368525 = -897744.611201 nChanged 6 SP:Iteration 37Q (13807.090925 sec): 3 clusters Score: Raw -899490.611421 + Penalty 1745.368525 = -897745.242896 nChanged 4 SP:Iteration 38Q (13807.113430 sec): 3 clusters Score: Raw -899491.030723 + Penalty 1745.368525 = -897745.662197 nChanged 8 SP:Iteration 39Q (13807.135982 sec): 3 clusters Score: Raw -899492.240607 + Penalty 1745.368525 = -897746.872082 nChanged 9 SP:Iteration 40F (13807.160356 sec): 3 clusters Score: Raw -899494.132412 + Penalty 1745.368525 = -897748.763887 nChanged 8 SP:Iteration 41Q (13807.182841 sec): 3 clusters Score: Raw -899496.236614 + Penalty 1745.368525 = -897750.868088 nChanged 11 SP:Iteration 42Q (13807.205415 sec): 3 clusters Score: Raw -899497.574510 + Penalty 1745.368525 = -897752.205985 nChanged 6 SP:Iteration 43Q (13807.227842 sec): 3 clusters Score: Raw -899498.149489 + Penalty 1745.368525 = -897752.780964 nChanged 4 SP:Iteration 44Q (13807.250353 sec): 3 clusters Score: Raw -899498.363365 + Penalty 1745.368525 = -897752.994840 nChanged 1 SP:Iteration 45Q (13807.272935 sec): 3 clusters Score: Raw -899498.494662 + Penalty 1745.368525 = -897753.126137 nChanged 2 SP:Iteration 46Q (13807.295315 sec): 3 clusters Score: Raw -899498.799445 + Penalty 1745.368525 = -897753.430920 nChanged 4 SP:Iteration 47Q (13807.317823 sec): 3 clusters Score: Raw -899499.133277 + Penalty 1745.368525 = -897753.764751 nChanged 1 SP:Iteration 48Q (13807.340163 sec): 3 clusters Score: Raw -899499.266283 + Penalty 1745.368525 = -897753.897758 nChanged 2 SP:Iteration 49Q (13807.362625 sec): 3 clusters Score: Raw -899499.380272 + Penalty 1745.368525 = -897754.011746 nChanged 2 SP:Iteration 50Q (13807.385082 sec): 3 clusters Score: Raw -899499.642394 + Penalty 1745.368525 = -897754.273868 nChanged 5 SP:Iteration 51Q (13807.407499 sec): 3 clusters Score: Raw -899500.403233 + Penalty 1745.368525 = -897755.034708 nChanged 3 SP:Iteration 52Q (13807.429949 sec): 3 clusters Score: Raw -899500.910521 + Penalty 1745.368525 = -897755.541996 nChanged 3 SP:Iteration 53Q (13807.452431 sec): 3 clusters Score: Raw -899501.261267 + Penalty 1745.368525 = -897755.892742 nChanged 5 SP:Iteration 54Q (13807.474856 sec): 3 clusters Score: Raw -899501.884800 + Penalty 1745.368525 = -897756.516274 nChanged 6 SP:Iteration 55Q (13807.497174 sec): 3 clusters Score: Raw -899502.810752 + Penalty 1745.368525 = -897757.442227 nChanged 6 SP:Iteration 56Q (13807.519481 sec): 3 clusters Score: Raw -899503.720601 + Penalty 1745.368525 = -897758.352075 nChanged 9 SP:Iteration 57Q (13807.542016 sec): 3 clusters Score: Raw -899505.367826 + Penalty 1745.368525 = -897759.999301 nChanged 10 SP:Iteration 58Q (13807.564301 sec): 3 clusters Score: Raw -899507.228881 + Penalty 1745.368525 = -897761.860356 nChanged 15 SP:Iteration 59Q (13807.586794 sec): 3 clusters Score: Raw -899509.586544 + Penalty 1745.368525 = -897764.218019 nChanged 8 SP:Iteration 60F (13807.611004 sec): 3 clusters Score: Raw -899511.038364 + Penalty 1745.368525 = -897765.669839 nChanged 8 SP:Iteration 61Q (13807.633509 sec): 3 clusters Score: Raw -899512.177577 + Penalty 1745.368525 = -897766.809052 nChanged 6 SP:Iteration 62Q (13807.655991 sec): 3 clusters Score: Raw -899512.839730 + Penalty 1745.368525 = -897767.471205 nChanged 6 SP:Iteration 63Q (13807.678403 sec): 3 clusters Score: Raw -899513.693979 + Penalty 1745.368525 = -897768.325453 nChanged 5 SP:Iteration 64Q (13807.700816 sec): 3 clusters Score: Raw -899514.543179 + Penalty 1745.368525 = -897769.174654 nChanged 6 SP:Iteration 65Q (13807.723193 sec): 3 clusters Score: Raw -899515.343206 + Penalty 1745.368525 = -897769.974681 nChanged 4 SP:Iteration 66Q (13807.745494 sec): 3 clusters Score: Raw -899515.915484 + Penalty 1745.368525 = -897770.546958 nChanged 4 SP:Iteration 67Q (13807.767570 sec): 3 clusters Score: Raw -899516.260226 + Penalty 1745.368525 = -897770.891701 nChanged 5 SP:Iteration 68Q (13807.789859 sec): 3 clusters Score: Raw -899516.891072 + Penalty 1745.368525 = -897771.522547 nChanged 6 SP:Iteration 69Q (13807.812192 sec): 3 clusters Score: Raw -899517.728006 + Penalty 1745.368525 = -897772.359481 nChanged 6 SP:Iteration 70Q (13807.834516 sec): 3 clusters Score: Raw -899518.710970 + Penalty 1745.368525 = -897773.342445 nChanged 8 SP:Iteration 71Q (13807.856911 sec): 3 clusters Score: Raw -899520.628122 + Penalty 1745.368525 = -897775.259597 nChanged 6 SP:Iteration 72Q (13807.879466 sec): 3 clusters Score: Raw -899521.919470 + Penalty 1745.368525 = -897776.550944 nChanged 7 SP:Iteration 73Q (13807.901963 sec): 3 clusters Score: Raw -899523.603769 + Penalty 1745.368525 = -897778.235243 nChanged 8 SP:Iteration 74Q (13807.924202 sec): 3 clusters Score: Raw -899525.585434 + Penalty 1745.368525 = -897780.216909 nChanged 9 SP:Iteration 75Q (13807.946452 sec): 3 clusters Score: Raw -899527.790426 + Penalty 1745.368525 = -897782.421901 nChanged 9 SP:Iteration 76Q (13807.968626 sec): 3 clusters Score: Raw -899530.761292 + Penalty 1745.368525 = -897785.392767 nChanged 16 SP:Iteration 77Q (13807.990780 sec): 3 clusters Score: Raw -899535.994344 + Penalty 1745.368525 = -897790.625819 nChanged 11 SP:Iteration 78Q (13808.013074 sec): 3 clusters Score: Raw -899538.323705 + Penalty 1745.368525 = -897792.955180 nChanged 7 SP:Iteration 79Q (13808.035229 sec): 3 clusters Score: Raw -899539.706746 + Penalty 1745.368525 = -897794.338221 nChanged 5 SP:Iteration 80F (13808.059619 sec): 3 clusters Score: Raw -899540.993254 + Penalty 1745.368525 = -897795.624729 nChanged 7 SP:Iteration 81Q (13808.081902 sec): 3 clusters Score: Raw -899542.159831 + Penalty 1745.368525 = -897796.791306 nChanged 7 SP:Iteration 82Q (13808.104370 sec): 3 clusters Score: Raw -899543.166796 + Penalty 1745.368525 = -897797.798271 nChanged 8 SP:Iteration 83Q (13808.126437 sec): 3 clusters Score: Raw -899544.711965 + Penalty 1745.368525 = -897799.343439 nChanged 5 SP:Iteration 84Q (13808.148556 sec): 3 clusters Score: Raw -899545.691355 + Penalty 1745.368525 = -897800.322830 nChanged 9 SP:Iteration 85Q (13808.170718 sec): 3 clusters Score: Raw -899547.292016 + Penalty 1745.368525 = -897801.923490 nChanged 10 SP:Iteration 86Q (13808.192716 sec): 3 clusters Score: Raw -899548.754190 + Penalty 1745.368525 = -897803.385664 nChanged 10 SP:Iteration 87Q (13808.214813 sec): 3 clusters Score: Raw -899550.321297 + Penalty 1745.368525 = -897804.952771 nChanged 12 SP:Iteration 88Q (13808.237041 sec): 3 clusters Score: Raw -899552.287935 + Penalty 1745.368525 = -897806.919409 nChanged 11 SP:Iteration 89Q (13808.259177 sec): 3 clusters Score: Raw -899553.694237 + Penalty 1745.368525 = -897808.325712 nChanged 10 SP:Iteration 90Q (13808.281373 sec): 3 clusters Score: Raw -899556.165131 + Penalty 1745.368525 = -897810.796606 nChanged 10 SP:Iteration 91Q (13808.303608 sec): 3 clusters Score: Raw -899558.937940 + Penalty 1745.368525 = -897813.569415 nChanged 15 SP:Iteration 92Q (13808.325976 sec): 3 clusters Score: Raw -899562.979570 + Penalty 1745.368525 = -897817.611045 nChanged 15 SP:Iteration 93Q (13808.348005 sec): 3 clusters Score: Raw -899567.121127 + Penalty 1745.368525 = -897821.752602 nChanged 13 SP:Iteration 94Q (13808.369977 sec): 3 clusters Score: Raw -899571.016631 + Penalty 1745.368525 = -897825.648106 nChanged 11 SP:Iteration 95Q (13808.391901 sec): 3 clusters Score: Raw -899574.047412 + Penalty 1745.368525 = -897828.678887 nChanged 8 SP:Iteration 96Q (13808.413989 sec): 3 clusters Score: Raw -899576.357533 + Penalty 1745.368525 = -897830.989008 nChanged 11 SP:Iteration 97Q (13808.436054 sec): 3 clusters Score: Raw -899580.446083 + Penalty 1745.368525 = -897835.077558 nChanged 13 SP:Iteration 98Q (13808.458202 sec): 3 clusters Score: Raw -899583.852609 + Penalty 1745.368525 = -897838.484083 nChanged 10 SP:Iteration 99Q (13808.480233 sec): 3 clusters Score: Raw -899586.099994 + Penalty 1745.368525 = -897840.731469 nChanged 5 SP:Iteration 100F (13808.504433 sec): 3 clusters Score: Raw -899586.916127 + Penalty 1745.368525 = -897841.547602 nChanged 8 SP:Iteration 101Q (13808.526579 sec): 3 clusters Score: Raw -899588.556343 + Penalty 1745.368525 = -897843.187817 nChanged 6 SP:Iteration 102Q (13808.548555 sec): 3 clusters Score: Raw -899589.761523 + Penalty 1745.368525 = -897844.392997 nChanged 4 SP:Iteration 103Q (13808.570720 sec): 3 clusters Score: Raw -899590.862076 + Penalty 1745.368525 = -897845.493551 nChanged 4 SP:Iteration 104Q (13808.592680 sec): 3 clusters Score: Raw -899591.402182 + Penalty 1745.368525 = -897846.033657 nChanged 5 SP:Iteration 105Q (13808.614911 sec): 3 clusters Score: Raw -899592.350097 + Penalty 1745.368525 = -897846.981571 nChanged 10 SP:Iteration 106Q (13808.637049 sec): 3 clusters Score: Raw -899594.971535 + Penalty 1745.368525 = -897849.603009 nChanged 9 SP:Iteration 107Q (13808.659280 sec): 3 clusters Score: Raw -899596.606573 + Penalty 1745.368525 = -897851.238047 nChanged 5 SP:Iteration 108Q (13808.681407 sec): 3 clusters Score: Raw -899597.315609 + Penalty 1745.368525 = -897851.947083 nChanged 1 SP:Iteration 109Q (13808.703377 sec): 3 clusters Score: Raw -899597.442354 + Penalty 1745.368525 = -897852.073829 nChanged 1 SP:Iteration 110Q (13808.725483 sec): 3 clusters Score: Raw -899597.733814 + Penalty 1745.368525 = -897852.365288 nChanged 2 SP:Iteration 111Q (13808.747557 sec): 3 clusters Score: Raw -899598.191604 + Penalty 1745.368525 = -897852.823079 nChanged 1 SP:Iteration 112Q (13808.769619 sec): 3 clusters Score: Raw -899598.319270 + Penalty 1745.368525 = -897852.950744 nChanged 2 SP:Iteration 113Q (13808.791615 sec): 3 clusters Score: Raw -899598.688963 + Penalty 1745.368525 = -897853.320438 nChanged 2 SP:Iteration 114Q (13808.813605 sec): 3 clusters Score: Raw -899598.867767 + Penalty 1745.368525 = -897853.499241 nChanged 1 SP:Iteration 115Q (13808.835768 sec): 3 clusters Score: Raw -899598.951429 + Penalty 1745.368525 = -897853.582904 nChanged 1 SP:Iteration 116Q (13808.857958 sec): 3 clusters Score: Raw -899599.169416 + Penalty 1745.368525 = -897853.800891 nChanged 2 SP:Iteration 117Q (13808.879925 sec): 3 clusters Score: Raw -899599.400835 + Penalty 1745.368525 = -897854.032310 nChanged 1 SP:Iteration 118Q (13808.901824 sec): 3 clusters Score: Raw -899599.645150 + Penalty 1745.368525 = -897854.276625 nChanged 0 SP:Iteration 119F (13808.926200 sec): 3 clusters Score: Raw -899599.645150 + Penalty 1745.368525 = -897854.276625 nChanged 0 Trying to split cluster 27 (3776 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13808.942862 sec): 2 clusters Score: Raw -329607.484122 + Penalty 782.459950 = -328825.024172 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13808.957816 sec): 3 clusters Score: Raw -327541.136112 + Penalty 1564.919900 = -325976.216212 nChanged 1614 SP:Iteration 1F (13808.971511 sec): 3 clusters Score: Raw -328437.638794 + Penalty 1564.919900 = -326872.718894 nChanged 281 SP:Iteration 2F (13808.985305 sec): 3 clusters Score: Raw -328627.499261 + Penalty 1564.919900 = -327062.579361 nChanged 256 SP:Iteration 3F (13808.999057 sec): 3 clusters Score: Raw -328813.440122 + Penalty 1564.919900 = -327248.520222 nChanged 243 SP:Iteration 4F (13809.012838 sec): 3 clusters Score: Raw -328999.792871 + Penalty 1564.919900 = -327434.872971 nChanged 251 SP:Iteration 5F (13809.026419 sec): 3 clusters Score: Raw -329214.458057 + Penalty 1564.919900 = -327649.538157 nChanged 233 SP:Iteration 6F (13809.039951 sec): 3 clusters Score: Raw -329404.398161 + Penalty 1564.919900 = -327839.478261 nChanged 189 SP:Iteration 7F (13809.053669 sec): 3 clusters Score: Raw -329548.815868 + Penalty 1564.919900 = -327983.895968 nChanged 150 SP:Iteration 8Q (13809.067140 sec): 3 clusters Score: Raw -329648.098249 + Penalty 1564.919900 = -328083.178349 nChanged 111 SP:Iteration 9Q (13809.080668 sec): 3 clusters Score: Raw -329746.290767 + Penalty 1564.919900 = -328181.370867 nChanged 88 SP:Iteration 10Q (13809.094122 sec): 3 clusters Score: Raw -329855.353753 + Penalty 1564.919900 = -328290.433852 nChanged 84 SP:Iteration 11Q (13809.107563 sec): 3 clusters Score: Raw -329940.824960 + Penalty 1564.919900 = -328375.905060 nChanged 52 SP:Iteration 12Q (13809.121011 sec): 3 clusters Score: Raw -329977.286623 + Penalty 1564.919900 = -328412.366723 nChanged 41 SP:Iteration 13Q (13809.134393 sec): 3 clusters Score: Raw -329996.594817 + Penalty 1564.919900 = -328431.674916 nChanged 31 SP:Iteration 14Q (13809.147769 sec): 3 clusters Score: Raw -330008.177384 + Penalty 1564.919900 = -328443.257484 nChanged 21 SP:Iteration 15Q (13809.160949 sec): 3 clusters Score: Raw -330017.184078 + Penalty 1564.919900 = -328452.264177 nChanged 18 SP:Iteration 16Q (13809.174181 sec): 3 clusters Score: Raw -330022.535357 + Penalty 1564.919900 = -328457.615457 nChanged 13 SP:Iteration 17Q (13809.187267 sec): 3 clusters Score: Raw -330026.187108 + Penalty 1564.919900 = -328461.267208 nChanged 9 SP:Iteration 18Q (13809.200529 sec): 3 clusters Score: Raw -330028.387590 + Penalty 1564.919900 = -328463.467690 nChanged 9 SP:Iteration 19Q (13809.213618 sec): 3 clusters Score: Raw -330030.653833 + Penalty 1564.919900 = -328465.733933 nChanged 7 SP:Iteration 20F (13809.227166 sec): 3 clusters Score: Raw -330032.744284 + Penalty 1564.919900 = -328467.824384 nChanged 5 SP:Iteration 21Q (13809.240298 sec): 3 clusters Score: Raw -330034.784001 + Penalty 1564.919900 = -328469.864100 nChanged 8 SP:Iteration 22Q (13809.253572 sec): 3 clusters Score: Raw -330036.002409 + Penalty 1564.919900 = -328471.082509 nChanged 6 SP:Iteration 23Q (13809.266854 sec): 3 clusters Score: Raw -330036.908587 + Penalty 1564.919900 = -328471.988687 nChanged 2 SP:Iteration 24Q (13809.280094 sec): 3 clusters Score: Raw -330037.254477 + Penalty 1564.919900 = -328472.334577 nChanged 0 SP:Iteration 25F (13809.293770 sec): 3 clusters Score: Raw -330037.254477 + Penalty 1564.919900 = -328472.334577 nChanged 0 Trying to split cluster 28 (17268 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13809.321954 sec): 2 clusters Score: Raw -1657223.454981 + Penalty 926.877984 = -1656296.576997 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13809.356399 sec): 3 clusters Score: Raw -1646522.242976 + Penalty 1853.755968 = -1644668.487008 nChanged 8035 SP:Iteration 1F (13809.389052 sec): 3 clusters Score: Raw -1651005.675706 + Penalty 1853.755968 = -1649151.919739 nChanged 743 SP:Iteration 2Q (13809.421754 sec): 3 clusters Score: Raw -1651238.058072 + Penalty 1853.755968 = -1649384.302104 nChanged 663 SP:Iteration 3Q (13809.454372 sec): 3 clusters Score: Raw -1651442.759985 + Penalty 1853.755968 = -1649589.004018 nChanged 632 SP:Iteration 4Q (13809.486993 sec): 3 clusters Score: Raw -1651646.829246 + Penalty 1853.755968 = -1649793.073279 nChanged 649 SP:Iteration 5Q (13809.519751 sec): 3 clusters Score: Raw -1651881.004714 + Penalty 1853.755968 = -1650027.248747 nChanged 645 SP:Iteration 6Q (13809.552346 sec): 3 clusters Score: Raw -1652164.347669 + Penalty 1853.755968 = -1650310.591702 nChanged 720 SP:Iteration 7Q (13809.584734 sec): 3 clusters Score: Raw -1652507.464488 + Penalty 1853.755968 = -1650653.708520 nChanged 774 SP:Iteration 8Q (13809.617310 sec): 3 clusters Score: Raw -1652929.863519 + Penalty 1853.755968 = -1651076.107551 nChanged 780 SP:Iteration 9Q (13809.649879 sec): 3 clusters Score: Raw -1653427.539945 + Penalty 1853.755968 = -1651573.783977 nChanged 830 SP:Iteration 10Q (13809.682311 sec): 3 clusters Score: Raw -1653949.006178 + Penalty 1853.755968 = -1652095.250211 nChanged 745 SP:Iteration 11Q (13809.714654 sec): 3 clusters Score: Raw -1654315.252806 + Penalty 1853.755968 = -1652461.496839 nChanged 555 SP:Iteration 12Q (13809.746751 sec): 3 clusters Score: Raw -1654493.193039 + Penalty 1853.755968 = -1652639.437071 nChanged 332 SP:Iteration 13Q (13809.778569 sec): 3 clusters Score: Raw -1654569.310320 + Penalty 1853.755968 = -1652715.554352 nChanged 237 SP:Iteration 14Q (13809.810470 sec): 3 clusters Score: Raw -1654623.752052 + Penalty 1853.755968 = -1652769.996084 nChanged 188 SP:Iteration 15Q (13809.842178 sec): 3 clusters Score: Raw -1654667.037484 + Penalty 1853.755968 = -1652813.281517 nChanged 190 SP:Iteration 16Q (13809.873906 sec): 3 clusters Score: Raw -1654707.834604 + Penalty 1853.755968 = -1652854.078636 nChanged 177 SP:Iteration 17Q (13809.905481 sec): 3 clusters Score: Raw -1654752.229956 + Penalty 1853.755968 = -1652898.473989 nChanged 172 SP:Iteration 18Q (13809.937074 sec): 3 clusters Score: Raw -1654799.874971 + Penalty 1853.755968 = -1652946.119003 nChanged 193 SP:Iteration 19Q (13809.968446 sec): 3 clusters Score: Raw -1654849.556714 + Penalty 1853.755968 = -1652995.800746 nChanged 195 SP:Iteration 20F (13810.000972 sec): 3 clusters Score: Raw -1654906.211200 + Penalty 1853.755968 = -1653052.455233 nChanged 201 SP:Iteration 21Q (13810.032323 sec): 3 clusters Score: Raw -1654957.798540 + Penalty 1853.755968 = -1653104.042572 nChanged 211 SP:Iteration 22Q (13810.063679 sec): 3 clusters Score: Raw -1655017.490444 + Penalty 1853.755968 = -1653163.734477 nChanged 230 SP:Iteration 23Q (13810.095009 sec): 3 clusters Score: Raw -1655087.904918 + Penalty 1853.755968 = -1653234.148950 nChanged 254 SP:Iteration 24Q (13810.126240 sec): 3 clusters Score: Raw -1655168.943204 + Penalty 1853.755968 = -1653315.187236 nChanged 254 SP:Iteration 25Q (13810.157275 sec): 3 clusters Score: Raw -1655254.876046 + Penalty 1853.755968 = -1653401.120078 nChanged 247 SP:Iteration 26Q (13810.188362 sec): 3 clusters Score: Raw -1655339.694271 + Penalty 1853.755968 = -1653485.938303 nChanged 268 SP:Iteration 27Q (13810.219607 sec): 3 clusters Score: Raw -1655442.849131 + Penalty 1853.755968 = -1653589.093164 nChanged 269 SP:Iteration 28Q (13810.250469 sec): 3 clusters Score: Raw -1655554.396412 + Penalty 1853.755968 = -1653700.640445 nChanged 306 SP:Iteration 29Q (13810.281224 sec): 3 clusters Score: Raw -1655701.120007 + Penalty 1853.755968 = -1653847.364039 nChanged 307 SP:Iteration 30Q (13810.311842 sec): 3 clusters Score: Raw -1655855.591489 + Penalty 1853.755968 = -1654001.835522 nChanged 319 SP:Iteration 31Q (13810.342103 sec): 3 clusters Score: Raw -1656010.493589 + Penalty 1853.755968 = -1654156.737621 nChanged 293 SP:Iteration 32Q (13810.372407 sec): 3 clusters Score: Raw -1656149.367689 + Penalty 1853.755968 = -1654295.611721 nChanged 266 SP:Iteration 33Q (13810.402265 sec): 3 clusters Score: Raw -1656279.223063 + Penalty 1853.755968 = -1654425.467096 nChanged 261 SP:Iteration 34Q (13810.431904 sec): 3 clusters Score: Raw -1656417.627248 + Penalty 1853.755968 = -1654563.871280 nChanged 239 SP:Iteration 35Q (13810.461525 sec): 3 clusters Score: Raw -1656559.450889 + Penalty 1853.755968 = -1654705.694921 nChanged 226 SP:Iteration 36Q (13810.490757 sec): 3 clusters Score: Raw -1656703.213526 + Penalty 1853.755968 = -1654849.457559 nChanged 216 SP:Iteration 37Q (13810.520122 sec): 3 clusters Score: Raw -1656837.151972 + Penalty 1853.755968 = -1654983.396005 nChanged 194 SP:Iteration 38Q (13810.559065 sec): 3 clusters Score: Raw -1656962.884651 + Penalty 1853.755968 = -1655109.128683 nChanged 166 SP:Iteration 39Q (13810.587793 sec): 3 clusters Score: Raw -1657045.740388 + Penalty 1853.755968 = -1655191.984420 nChanged 126 SP:Iteration 40F (13810.620045 sec): 3 clusters Score: Raw -1657110.629636 + Penalty 1853.755968 = -1655256.873668 nChanged 100 SP:Iteration 41Q (13810.648543 sec): 3 clusters Score: Raw -1657161.179467 + Penalty 1853.755968 = -1655307.423500 nChanged 99 SP:Iteration 42Q (13810.677015 sec): 3 clusters Score: Raw -1657206.016642 + Penalty 1853.755968 = -1655352.260674 nChanged 88 SP:Iteration 43Q (13810.705584 sec): 3 clusters Score: Raw -1657241.132149 + Penalty 1853.755968 = -1655387.376181 nChanged 74 SP:Iteration 44Q (13810.734047 sec): 3 clusters Score: Raw -1657267.849711 + Penalty 1853.755968 = -1655414.093743 nChanged 53 SP:Iteration 45Q (13810.762332 sec): 3 clusters Score: Raw -1657284.523476 + Penalty 1853.755968 = -1655430.767508 nChanged 47 SP:Iteration 46Q (13810.790484 sec): 3 clusters Score: Raw -1657296.815760 + Penalty 1853.755968 = -1655443.059792 nChanged 49 SP:Iteration 47Q (13810.818474 sec): 3 clusters Score: Raw -1657312.190108 + Penalty 1853.755968 = -1655458.434140 nChanged 41 SP:Iteration 48Q (13810.846567 sec): 3 clusters Score: Raw -1657323.530796 + Penalty 1853.755968 = -1655469.774828 nChanged 36 SP:Iteration 49Q (13810.874561 sec): 3 clusters Score: Raw -1657334.279924 + Penalty 1853.755968 = -1655480.523956 nChanged 36 SP:Iteration 50Q (13810.902710 sec): 3 clusters Score: Raw -1657345.108045 + Penalty 1853.755968 = -1655491.352077 nChanged 29 SP:Iteration 51Q (13810.930681 sec): 3 clusters Score: Raw -1657352.205388 + Penalty 1853.755968 = -1655498.449420 nChanged 25 SP:Iteration 52Q (13810.958683 sec): 3 clusters Score: Raw -1657358.081134 + Penalty 1853.755968 = -1655504.325166 nChanged 18 SP:Iteration 53Q (13810.987005 sec): 3 clusters Score: Raw -1657362.250887 + Penalty 1853.755968 = -1655508.494920 nChanged 11 SP:Iteration 54Q (13811.015015 sec): 3 clusters Score: Raw -1657365.252577 + Penalty 1853.755968 = -1655511.496609 nChanged 15 SP:Iteration 55Q (13811.043188 sec): 3 clusters Score: Raw -1657369.213653 + Penalty 1853.755968 = -1655515.457686 nChanged 14 SP:Iteration 56Q (13811.071200 sec): 3 clusters Score: Raw -1657373.417214 + Penalty 1853.755968 = -1655519.661246 nChanged 14 SP:Iteration 57Q (13811.107964 sec): 3 clusters Score: Raw -1657376.535327 + Penalty 1853.755968 = -1655522.779359 nChanged 11 SP:Iteration 58Q (13811.136135 sec): 3 clusters Score: Raw -1657379.834703 + Penalty 1853.755968 = -1655526.078735 nChanged 12 SP:Iteration 59Q (13811.200523 sec): 3 clusters Score: Raw -1657382.394061 + Penalty 1853.755968 = -1655528.638093 nChanged 20 SP:Iteration 60F (13811.236745 sec): 3 clusters Score: Raw -1657386.958122 + Penalty 1853.755968 = -1655533.202154 nChanged 21 SP:Iteration 61Q (13811.265143 sec): 3 clusters Score: Raw -1657393.112065 + Penalty 1853.755968 = -1655539.356097 nChanged 17 SP:Iteration 62Q (13811.293307 sec): 3 clusters Score: Raw -1657399.823107 + Penalty 1853.755968 = -1655546.067139 nChanged 21 SP:Iteration 63Q (13811.321402 sec): 3 clusters Score: Raw -1657407.614539 + Penalty 1853.755968 = -1655553.858571 nChanged 11 SP:Iteration 64Q (13811.349388 sec): 3 clusters Score: Raw -1657409.508293 + Penalty 1853.755968 = -1655555.752325 nChanged 9 SP:Iteration 65Q (13811.377433 sec): 3 clusters Score: Raw -1657411.125689 + Penalty 1853.755968 = -1655557.369721 nChanged 7 SP:Iteration 66Q (13811.405358 sec): 3 clusters Score: Raw -1657412.368719 + Penalty 1853.755968 = -1655558.612751 nChanged 5 SP:Iteration 67Q (13811.433400 sec): 3 clusters Score: Raw -1657414.033532 + Penalty 1853.755968 = -1655560.277564 nChanged 7 SP:Iteration 68Q (13811.461356 sec): 3 clusters Score: Raw -1657415.792123 + Penalty 1853.755968 = -1655562.036155 nChanged 9 SP:Iteration 69Q (13811.489510 sec): 3 clusters Score: Raw -1657418.734175 + Penalty 1853.755968 = -1655564.978207 nChanged 9 SP:Iteration 70Q (13811.517643 sec): 3 clusters Score: Raw -1657421.382486 + Penalty 1853.755968 = -1655567.626518 nChanged 16 SP:Iteration 71Q (13811.545594 sec): 3 clusters Score: Raw -1657427.644433 + Penalty 1853.755968 = -1655573.888466 nChanged 16 SP:Iteration 72Q (13811.573636 sec): 3 clusters Score: Raw -1657434.316588 + Penalty 1853.755968 = -1655580.560621 nChanged 16 SP:Iteration 73Q (13811.601481 sec): 3 clusters Score: Raw -1657440.900670 + Penalty 1853.755968 = -1655587.144702 nChanged 17 SP:Iteration 74Q (13811.629453 sec): 3 clusters Score: Raw -1657445.488871 + Penalty 1853.755968 = -1655591.732904 nChanged 17 SP:Iteration 75Q (13811.657529 sec): 3 clusters Score: Raw -1657450.567220 + Penalty 1853.755968 = -1655596.811252 nChanged 13 SP:Iteration 76Q (13811.685575 sec): 3 clusters Score: Raw -1657454.721217 + Penalty 1853.755968 = -1655600.965249 nChanged 9 SP:Iteration 77Q (13811.713601 sec): 3 clusters Score: Raw -1657457.741560 + Penalty 1853.755968 = -1655603.985593 nChanged 11 SP:Iteration 78Q (13811.741547 sec): 3 clusters Score: Raw -1657461.473153 + Penalty 1853.755968 = -1655607.717185 nChanged 9 SP:Iteration 79Q (13811.769509 sec): 3 clusters Score: Raw -1657464.086179 + Penalty 1853.755968 = -1655610.330211 nChanged 9 SP:Iteration 80F (13811.801894 sec): 3 clusters Score: Raw -1657466.173511 + Penalty 1853.755968 = -1655612.417543 nChanged 6 SP:Iteration 81Q (13811.829978 sec): 3 clusters Score: Raw -1657468.045599 + Penalty 1853.755968 = -1655614.289631 nChanged 4 SP:Iteration 82Q (13811.858057 sec): 3 clusters Score: Raw -1657469.092206 + Penalty 1853.755968 = -1655615.336239 nChanged 3 SP:Iteration 83Q (13811.885898 sec): 3 clusters Score: Raw -1657470.052167 + Penalty 1853.755968 = -1655616.296199 nChanged 6 SP:Iteration 84Q (13811.913716 sec): 3 clusters Score: Raw -1657471.229497 + Penalty 1853.755968 = -1655617.473529 nChanged 0 SP:Iteration 85F (13811.946396 sec): 3 clusters Score: Raw -1657471.229497 + Penalty 1853.755968 = -1655617.473529 nChanged 0 Trying to split cluster 29 (4809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13811.963643 sec): 2 clusters Score: Raw -450071.531268 + Penalty 805.433222 = -449266.098046 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13811.982266 sec): 3 clusters Score: Raw -447445.632690 + Penalty 1610.866444 = -445834.766247 nChanged 2023 SP:Iteration 1F (13811.999165 sec): 3 clusters Score: Raw -448528.008431 + Penalty 1610.866444 = -446917.141987 nChanged 284 SP:Iteration 2F (13812.016166 sec): 3 clusters Score: Raw -448628.729406 + Penalty 1610.866444 = -447017.862962 nChanged 205 SP:Iteration 3Q (13812.033256 sec): 3 clusters Score: Raw -448704.967931 + Penalty 1610.866444 = -447094.101487 nChanged 180 SP:Iteration 4Q (13812.050327 sec): 3 clusters Score: Raw -448773.270652 + Penalty 1610.866444 = -447162.404209 nChanged 164 SP:Iteration 5Q (13812.067365 sec): 3 clusters Score: Raw -448841.052648 + Penalty 1610.866444 = -447230.186205 nChanged 155 SP:Iteration 6Q (13812.084383 sec): 3 clusters Score: Raw -448905.410613 + Penalty 1610.866444 = -447294.544170 nChanged 168 SP:Iteration 7Q (13812.101372 sec): 3 clusters Score: Raw -448990.306796 + Penalty 1610.866444 = -447379.440352 nChanged 181 SP:Iteration 8Q (13812.118221 sec): 3 clusters Score: Raw -449106.507249 + Penalty 1610.866444 = -447495.640805 nChanged 210 SP:Iteration 9Q (13812.135162 sec): 3 clusters Score: Raw -449243.024215 + Penalty 1610.866444 = -447632.157771 nChanged 209 SP:Iteration 10Q (13812.152147 sec): 3 clusters Score: Raw -449388.746511 + Penalty 1610.866444 = -447777.880067 nChanged 182 SP:Iteration 11Q (13812.168893 sec): 3 clusters Score: Raw -449514.495942 + Penalty 1610.866444 = -447903.629499 nChanged 159 SP:Iteration 12Q (13812.185754 sec): 3 clusters Score: Raw -449657.028122 + Penalty 1610.866444 = -448046.161678 nChanged 147 SP:Iteration 13Q (13812.202480 sec): 3 clusters Score: Raw -449778.991023 + Penalty 1610.866444 = -448168.124579 nChanged 109 SP:Iteration 14Q (13812.219026 sec): 3 clusters Score: Raw -449865.649900 + Penalty 1610.866444 = -448254.783457 nChanged 98 SP:Iteration 15Q (13812.235306 sec): 3 clusters Score: Raw -449936.750447 + Penalty 1610.866444 = -448325.884003 nChanged 65 SP:Iteration 16Q (13812.251610 sec): 3 clusters Score: Raw -449983.092686 + Penalty 1610.866444 = -448372.226242 nChanged 60 SP:Iteration 17Q (13812.267660 sec): 3 clusters Score: Raw -450023.232629 + Penalty 1610.866444 = -448412.366185 nChanged 55 SP:Iteration 18Q (13812.283826 sec): 3 clusters Score: Raw -450066.890930 + Penalty 1610.866444 = -448456.024487 nChanged 40 SP:Iteration 19Q (13812.299922 sec): 3 clusters Score: Raw -450101.184179 + Penalty 1610.866444 = -448490.317735 nChanged 37 SP:Iteration 20F (13812.316779 sec): 3 clusters Score: Raw -450137.220673 + Penalty 1610.866444 = -448526.354229 nChanged 25 SP:Iteration 21Q (13812.332762 sec): 3 clusters Score: Raw -450160.611425 + Penalty 1610.866444 = -448549.744982 nChanged 25 SP:Iteration 22Q (13812.348463 sec): 3 clusters Score: Raw -450181.465724 + Penalty 1610.866444 = -448570.599280 nChanged 24 SP:Iteration 23Q (13812.364338 sec): 3 clusters Score: Raw -450194.182923 + Penalty 1610.866444 = -448583.316479 nChanged 11 SP:Iteration 24Q (13812.380133 sec): 3 clusters Score: Raw -450198.957322 + Penalty 1610.866444 = -448588.090878 nChanged 6 SP:Iteration 25Q (13812.395748 sec): 3 clusters Score: Raw -450200.597615 + Penalty 1610.866444 = -448589.731171 nChanged 2 SP:Iteration 26Q (13812.411502 sec): 3 clusters Score: Raw -450201.617221 + Penalty 1610.866444 = -448590.750777 nChanged 2 SP:Iteration 27Q (13812.427311 sec): 3 clusters Score: Raw -450203.137877 + Penalty 1610.866444 = -448592.271433 nChanged 3 SP:Iteration 28Q (13812.443075 sec): 3 clusters Score: Raw -450204.530560 + Penalty 1610.866444 = -448593.664116 nChanged 3 SP:Iteration 29Q (13812.458683 sec): 3 clusters Score: Raw -450206.218423 + Penalty 1610.866444 = -448595.351979 nChanged 3 SP:Iteration 30Q (13812.474434 sec): 3 clusters Score: Raw -450207.678267 + Penalty 1610.866444 = -448596.811823 nChanged 2 SP:Iteration 31Q (13812.490218 sec): 3 clusters Score: Raw -450208.832594 + Penalty 1610.866444 = -448597.966150 nChanged 3 SP:Iteration 32Q (13812.505984 sec): 3 clusters Score: Raw -450210.255174 + Penalty 1610.866444 = -448599.388730 nChanged 3 SP:Iteration 33Q (13812.521743 sec): 3 clusters Score: Raw -450212.247731 + Penalty 1610.866444 = -448601.381288 nChanged 6 SP:Iteration 34Q (13812.537370 sec): 3 clusters Score: Raw -450215.794234 + Penalty 1610.866444 = -448604.927791 nChanged 2 SP:Iteration 35Q (13812.552942 sec): 3 clusters Score: Raw -450216.470043 + Penalty 1610.866444 = -448605.603599 nChanged 0 SP:Iteration 36F (13812.569752 sec): 3 clusters Score: Raw -450216.470043 + Penalty 1610.866444 = -448605.603599 nChanged 0 Trying to split cluster 30 (3263 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13812.586228 sec): 2 clusters Score: Raw -295377.885526 + Penalty 768.588218 = -294609.297308 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13812.598809 sec): 3 clusters Score: Raw -293620.111110 + Penalty 1537.176436 = -292082.934674 nChanged 1333 SP:Iteration 1F (13812.610522 sec): 3 clusters Score: Raw -294477.697820 + Penalty 1537.176436 = -292940.521383 nChanged 253 SP:Iteration 2F (13812.622282 sec): 3 clusters Score: Raw -294648.248282 + Penalty 1537.176436 = -293111.071846 nChanged 193 SP:Iteration 3F (13812.633991 sec): 3 clusters Score: Raw -294797.388025 + Penalty 1537.176436 = -293260.211589 nChanged 179 SP:Iteration 4F (13812.645577 sec): 3 clusters Score: Raw -294925.554584 + Penalty 1537.176436 = -293388.378148 nChanged 152 SP:Iteration 5Q (13812.657284 sec): 3 clusters Score: Raw -295032.900325 + Penalty 1537.176436 = -293495.723888 nChanged 128 SP:Iteration 6Q (13812.668977 sec): 3 clusters Score: Raw -295117.717871 + Penalty 1537.176436 = -293580.541434 nChanged 131 SP:Iteration 7Q (13812.680682 sec): 3 clusters Score: Raw -295229.803653 + Penalty 1537.176436 = -293692.627216 nChanged 146 SP:Iteration 8Q (13812.692225 sec): 3 clusters Score: Raw -295360.084357 + Penalty 1537.176436 = -293822.907920 nChanged 135 SP:Iteration 9Q (13812.703813 sec): 3 clusters Score: Raw -295466.810471 + Penalty 1537.176436 = -293929.634034 nChanged 103 SP:Iteration 10Q (13812.715268 sec): 3 clusters Score: Raw -295543.094261 + Penalty 1537.176436 = -294005.917824 nChanged 92 SP:Iteration 11Q (13812.726779 sec): 3 clusters Score: Raw -295625.348685 + Penalty 1537.176436 = -294088.172249 nChanged 79 SP:Iteration 12Q (13812.738103 sec): 3 clusters Score: Raw -295724.022416 + Penalty 1537.176436 = -294186.845979 nChanged 94 SP:Iteration 13Q (13812.749507 sec): 3 clusters Score: Raw -295845.789800 + Penalty 1537.176436 = -294308.613363 nChanged 76 SP:Iteration 14Q (13812.760660 sec): 3 clusters Score: Raw -295932.353830 + Penalty 1537.176436 = -294395.177394 nChanged 55 SP:Iteration 15Q (13812.771753 sec): 3 clusters Score: Raw -295966.193901 + Penalty 1537.176436 = -294429.017465 nChanged 41 SP:Iteration 16Q (13812.782910 sec): 3 clusters Score: Raw -295985.342058 + Penalty 1537.176436 = -294448.165622 nChanged 25 SP:Iteration 17Q (13812.794048 sec): 3 clusters Score: Raw -295995.812320 + Penalty 1537.176436 = -294458.635883 nChanged 16 SP:Iteration 18Q (13812.805154 sec): 3 clusters Score: Raw -296001.502440 + Penalty 1537.176436 = -294464.326003 nChanged 10 SP:Iteration 19Q (13812.816274 sec): 3 clusters Score: Raw -296005.960894 + Penalty 1537.176436 = -294468.784458 nChanged 15 SP:Iteration 20F (13812.827909 sec): 3 clusters Score: Raw -296014.004688 + Penalty 1537.176436 = -294476.828252 nChanged 15 SP:Iteration 21Q (13812.839066 sec): 3 clusters Score: Raw -296021.999469 + Penalty 1537.176436 = -294484.823032 nChanged 10 SP:Iteration 22Q (13812.850159 sec): 3 clusters Score: Raw -296025.901151 + Penalty 1537.176436 = -294488.724715 nChanged 5 SP:Iteration 23Q (13812.861158 sec): 3 clusters Score: Raw -296027.124519 + Penalty 1537.176436 = -294489.948083 nChanged 4 SP:Iteration 24Q (13812.872293 sec): 3 clusters Score: Raw -296028.335500 + Penalty 1537.176436 = -294491.159064 nChanged 3 SP:Iteration 25Q (13812.883385 sec): 3 clusters Score: Raw -296029.044511 + Penalty 1537.176436 = -294491.868075 nChanged 3 SP:Iteration 26Q (13812.894383 sec): 3 clusters Score: Raw -296029.728313 + Penalty 1537.176436 = -294492.551877 nChanged 1 SP:Iteration 27Q (13812.905518 sec): 3 clusters Score: Raw -296030.240976 + Penalty 1537.176436 = -294493.064539 nChanged 1 SP:Iteration 28Q (13812.916630 sec): 3 clusters Score: Raw -296030.453025 + Penalty 1537.176436 = -294493.276588 nChanged 1 SP:Iteration 29Q (13812.927703 sec): 3 clusters Score: Raw -296030.576914 + Penalty 1537.176436 = -294493.400477 nChanged 1 SP:Iteration 30Q (13812.938842 sec): 3 clusters Score: Raw -296030.697512 + Penalty 1537.176436 = -294493.521075 nChanged 1 SP:Iteration 31Q (13812.949936 sec): 3 clusters Score: Raw -296030.844028 + Penalty 1537.176436 = -294493.667592 nChanged 2 SP:Iteration 32Q (13812.961032 sec): 3 clusters Score: Raw -296031.474204 + Penalty 1537.176436 = -294494.297767 nChanged 2 SP:Iteration 33Q (13812.972195 sec): 3 clusters Score: Raw -296031.756598 + Penalty 1537.176436 = -294494.580162 nChanged 1 SP:Iteration 34Q (13812.983303 sec): 3 clusters Score: Raw -296031.978636 + Penalty 1537.176436 = -294494.802200 nChanged 1 SP:Iteration 35Q (13812.995264 sec): 3 clusters Score: Raw -296032.116226 + Penalty 1537.176436 = -294494.939790 nChanged 0 SP:Iteration 36F (13813.006935 sec): 3 clusters Score: Raw -296032.116226 + Penalty 1537.176436 = -294494.939790 nChanged 0 Trying to split cluster 31 (10308 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13813.029541 sec): 2 clusters Score: Raw -994078.394693 + Penalty 877.864179 = -993200.530514 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13813.061534 sec): 3 clusters Score: Raw -987889.877641 + Penalty 1755.728359 = -986134.149282 nChanged 4709 SP:Iteration 1F (13813.085786 sec): 3 clusters Score: Raw -990512.260140 + Penalty 1755.728359 = -988756.531782 nChanged 523 SP:Iteration 2F (13813.110031 sec): 3 clusters Score: Raw -990717.212361 + Penalty 1755.728359 = -988961.484003 nChanged 549 SP:Iteration 3F (13813.134300 sec): 3 clusters Score: Raw -990960.532720 + Penalty 1755.728359 = -989204.804361 nChanged 559 SP:Iteration 4F (13813.157793 sec): 3 clusters Score: Raw -991253.383834 + Penalty 1755.728359 = -989497.655476 nChanged 598 SP:Iteration 5F (13813.182172 sec): 3 clusters Score: Raw -991584.875732 + Penalty 1755.728359 = -989829.147374 nChanged 551 SP:Iteration 6F (13813.206518 sec): 3 clusters Score: Raw -991870.931281 + Penalty 1755.728359 = -990115.202922 nChanged 503 SP:Iteration 7Q (13813.230787 sec): 3 clusters Score: Raw -992120.084654 + Penalty 1755.728359 = -990364.356295 nChanged 470 SP:Iteration 8Q (13813.255176 sec): 3 clusters Score: Raw -992351.571945 + Penalty 1755.728359 = -990595.843586 nChanged 404 SP:Iteration 9Q (13813.279504 sec): 3 clusters Score: Raw -992527.288366 + Penalty 1755.728359 = -990771.560008 nChanged 343 SP:Iteration 10Q (13813.303764 sec): 3 clusters Score: Raw -992671.326324 + Penalty 1755.728359 = -990915.597965 nChanged 292 SP:Iteration 11Q (13813.328186 sec): 3 clusters Score: Raw -992797.598939 + Penalty 1755.728359 = -991041.870580 nChanged 254 SP:Iteration 12Q (13813.352521 sec): 3 clusters Score: Raw -992901.599980 + Penalty 1755.728359 = -991145.871621 nChanged 235 SP:Iteration 13Q (13813.376835 sec): 3 clusters Score: Raw -993004.913086 + Penalty 1755.728359 = -991249.184727 nChanged 225 SP:Iteration 14Q (13813.401119 sec): 3 clusters Score: Raw -993104.567524 + Penalty 1755.728359 = -991348.839166 nChanged 195 SP:Iteration 15Q (13813.425574 sec): 3 clusters Score: Raw -993195.416213 + Penalty 1755.728359 = -991439.687854 nChanged 171 SP:Iteration 16Q (13813.449815 sec): 3 clusters Score: Raw -993282.194636 + Penalty 1755.728359 = -991526.466277 nChanged 152 SP:Iteration 17Q (13813.473768 sec): 3 clusters Score: Raw -993373.959626 + Penalty 1755.728359 = -991618.231267 nChanged 131 SP:Iteration 18Q (13813.497571 sec): 3 clusters Score: Raw -993447.745196 + Penalty 1755.728359 = -991692.016837 nChanged 129 SP:Iteration 19Q (13813.521394 sec): 3 clusters Score: Raw -993513.804770 + Penalty 1755.728359 = -991758.076411 nChanged 130 SP:Iteration 20F (13813.545975 sec): 3 clusters Score: Raw -993578.027554 + Penalty 1755.728359 = -991822.299195 nChanged 117 SP:Iteration 21Q (13813.569091 sec): 3 clusters Score: Raw -993635.964340 + Penalty 1755.728359 = -991880.235982 nChanged 102 SP:Iteration 22Q (13813.592193 sec): 3 clusters Score: Raw -993676.776665 + Penalty 1755.728359 = -991921.048307 nChanged 100 SP:Iteration 23Q (13813.615208 sec): 3 clusters Score: Raw -993717.176354 + Penalty 1755.728359 = -991961.447996 nChanged 84 SP:Iteration 24Q (13813.638005 sec): 3 clusters Score: Raw -993750.328580 + Penalty 1755.728359 = -991994.600221 nChanged 72 SP:Iteration 25Q (13813.660847 sec): 3 clusters Score: Raw -993779.840210 + Penalty 1755.728359 = -992024.111852 nChanged 69 SP:Iteration 26Q (13813.683447 sec): 3 clusters Score: Raw -993805.799330 + Penalty 1755.728359 = -992050.070971 nChanged 72 SP:Iteration 27Q (13813.705953 sec): 3 clusters Score: Raw -993839.544237 + Penalty 1755.728359 = -992083.815878 nChanged 83 SP:Iteration 28Q (13813.728571 sec): 3 clusters Score: Raw -993877.484871 + Penalty 1755.728359 = -992121.756512 nChanged 64 SP:Iteration 29Q (13813.751283 sec): 3 clusters Score: Raw -993905.793588 + Penalty 1755.728359 = -992150.065229 nChanged 74 SP:Iteration 30Q (13813.773742 sec): 3 clusters Score: Raw -993937.987264 + Penalty 1755.728359 = -992182.258905 nChanged 57 SP:Iteration 31Q (13813.796040 sec): 3 clusters Score: Raw -993965.778449 + Penalty 1755.728359 = -992210.050091 nChanged 52 SP:Iteration 32Q (13813.818483 sec): 3 clusters Score: Raw -993986.652428 + Penalty 1755.728359 = -992230.924070 nChanged 54 SP:Iteration 33Q (13813.840916 sec): 3 clusters Score: Raw -994007.503630 + Penalty 1755.728359 = -992251.775271 nChanged 43 SP:Iteration 34Q (13813.863095 sec): 3 clusters Score: Raw -994024.992848 + Penalty 1755.728359 = -992269.264489 nChanged 49 SP:Iteration 35Q (13813.885369 sec): 3 clusters Score: Raw -994046.410293 + Penalty 1755.728359 = -992290.681935 nChanged 44 SP:Iteration 36Q (13813.907442 sec): 3 clusters Score: Raw -994062.223947 + Penalty 1755.728359 = -992306.495589 nChanged 41 SP:Iteration 37Q (13813.929630 sec): 3 clusters Score: Raw -994082.408501 + Penalty 1755.728359 = -992326.680143 nChanged 38 SP:Iteration 38Q (13813.951753 sec): 3 clusters Score: Raw -994101.518902 + Penalty 1755.728359 = -992345.790543 nChanged 40 SP:Iteration 39Q (13813.973762 sec): 3 clusters Score: Raw -994120.855919 + Penalty 1755.728359 = -992365.127560 nChanged 36 SP:Iteration 40F (13813.997977 sec): 3 clusters Score: Raw -994138.615172 + Penalty 1755.728359 = -992382.886813 nChanged 26 SP:Iteration 41Q (13814.019850 sec): 3 clusters Score: Raw -994149.990942 + Penalty 1755.728359 = -992394.262583 nChanged 11 SP:Iteration 42Q (13814.041769 sec): 3 clusters Score: Raw -994155.194222 + Penalty 1755.728359 = -992399.465863 nChanged 16 SP:Iteration 43Q (13814.063612 sec): 3 clusters Score: Raw -994161.004777 + Penalty 1755.728359 = -992405.276419 nChanged 14 SP:Iteration 44Q (13814.085459 sec): 3 clusters Score: Raw -994165.123949 + Penalty 1755.728359 = -992409.395591 nChanged 12 SP:Iteration 45Q (13814.107321 sec): 3 clusters Score: Raw -994169.013634 + Penalty 1755.728359 = -992413.285275 nChanged 11 SP:Iteration 46Q (13814.129103 sec): 3 clusters Score: Raw -994173.339715 + Penalty 1755.728359 = -992417.611357 nChanged 10 SP:Iteration 47Q (13814.151074 sec): 3 clusters Score: Raw -994176.722010 + Penalty 1755.728359 = -992420.993651 nChanged 8 SP:Iteration 48Q (13814.172996 sec): 3 clusters Score: Raw -994179.107959 + Penalty 1755.728359 = -992423.379601 nChanged 9 SP:Iteration 49Q (13814.194947 sec): 3 clusters Score: Raw -994183.648478 + Penalty 1755.728359 = -992427.920119 nChanged 13 SP:Iteration 50Q (13814.216695 sec): 3 clusters Score: Raw -994187.753456 + Penalty 1755.728359 = -992432.025097 nChanged 14 SP:Iteration 51Q (13814.238698 sec): 3 clusters Score: Raw -994192.788822 + Penalty 1755.728359 = -992437.060463 nChanged 11 SP:Iteration 52Q (13814.260539 sec): 3 clusters Score: Raw -994196.623571 + Penalty 1755.728359 = -992440.895213 nChanged 7 SP:Iteration 53Q (13814.282309 sec): 3 clusters Score: Raw -994199.937325 + Penalty 1755.728359 = -992444.208966 nChanged 8 SP:Iteration 54Q (13814.304215 sec): 3 clusters Score: Raw -994203.446848 + Penalty 1755.728359 = -992447.718490 nChanged 8 SP:Iteration 55Q (13814.326076 sec): 3 clusters Score: Raw -994206.541270 + Penalty 1755.728359 = -992450.812911 nChanged 6 SP:Iteration 56Q (13814.347809 sec): 3 clusters Score: Raw -994208.647433 + Penalty 1755.728359 = -992452.919074 nChanged 7 SP:Iteration 57Q (13814.369711 sec): 3 clusters Score: Raw -994211.952194 + Penalty 1755.728359 = -992456.223836 nChanged 11 SP:Iteration 58Q (13814.391551 sec): 3 clusters Score: Raw -994217.706793 + Penalty 1755.728359 = -992461.978435 nChanged 9 SP:Iteration 59Q (13814.413469 sec): 3 clusters Score: Raw -994222.264665 + Penalty 1755.728359 = -992466.536306 nChanged 9 SP:Iteration 60F (13814.437842 sec): 3 clusters Score: Raw -994226.275715 + Penalty 1755.728359 = -992470.547356 nChanged 9 SP:Iteration 61Q (13814.459614 sec): 3 clusters Score: Raw -994231.094094 + Penalty 1755.728359 = -992475.365736 nChanged 13 SP:Iteration 62Q (13814.481296 sec): 3 clusters Score: Raw -994237.529861 + Penalty 1755.728359 = -992481.801503 nChanged 7 SP:Iteration 63Q (13814.503087 sec): 3 clusters Score: Raw -994240.081612 + Penalty 1755.728359 = -992484.353253 nChanged 3 SP:Iteration 64Q (13814.525130 sec): 3 clusters Score: Raw -994240.732006 + Penalty 1755.728359 = -992485.003647 nChanged 1 SP:Iteration 65Q (13814.546918 sec): 3 clusters Score: Raw -994240.999834 + Penalty 1755.728359 = -992485.271475 nChanged 0 SP:Iteration 66F (13814.571290 sec): 3 clusters Score: Raw -994240.999834 + Penalty 1755.728359 = -992485.271475 nChanged 0 Trying to split cluster 32 (4060 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13814.588163 sec): 2 clusters Score: Raw -390804.513223 + Penalty 789.349134 = -390015.164089 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13814.603822 sec): 3 clusters Score: Raw -388663.889437 + Penalty 1578.698268 = -387085.191169 nChanged 1694 SP:Iteration 1F (13814.618253 sec): 3 clusters Score: Raw -389633.434577 + Penalty 1578.698268 = -388054.736309 nChanged 274 SP:Iteration 2F (13814.632685 sec): 3 clusters Score: Raw -389774.627651 + Penalty 1578.698268 = -388195.929383 nChanged 216 SP:Iteration 3F (13814.647084 sec): 3 clusters Score: Raw -389907.549743 + Penalty 1578.698268 = -388328.851475 nChanged 214 SP:Iteration 4F (13814.661516 sec): 3 clusters Score: Raw -390026.258932 + Penalty 1578.698268 = -388447.560664 nChanged 175 SP:Iteration 5Q (13814.675891 sec): 3 clusters Score: Raw -390140.972008 + Penalty 1578.698268 = -388562.273740 nChanged 169 SP:Iteration 6Q (13814.690282 sec): 3 clusters Score: Raw -390244.792381 + Penalty 1578.698268 = -388666.094113 nChanged 148 SP:Iteration 7Q (13814.704603 sec): 3 clusters Score: Raw -390346.272775 + Penalty 1578.698268 = -388767.574507 nChanged 133 SP:Iteration 8Q (13814.718731 sec): 3 clusters Score: Raw -390422.424625 + Penalty 1578.698268 = -388843.726357 nChanged 102 SP:Iteration 9Q (13814.732991 sec): 3 clusters Score: Raw -390485.138478 + Penalty 1578.698268 = -388906.440210 nChanged 98 SP:Iteration 10Q (13814.747179 sec): 3 clusters Score: Raw -390535.104170 + Penalty 1578.698268 = -388956.405902 nChanged 81 SP:Iteration 11Q (13814.761337 sec): 3 clusters Score: Raw -390579.533893 + Penalty 1578.698268 = -389000.835625 nChanged 78 SP:Iteration 12Q (13814.775448 sec): 3 clusters Score: Raw -390623.049573 + Penalty 1578.698268 = -389044.351305 nChanged 64 SP:Iteration 13Q (13814.789521 sec): 3 clusters Score: Raw -390648.119693 + Penalty 1578.698268 = -389069.421425 nChanged 51 SP:Iteration 14Q (13814.803554 sec): 3 clusters Score: Raw -390671.370355 + Penalty 1578.698268 = -389092.672088 nChanged 46 SP:Iteration 15Q (13814.817553 sec): 3 clusters Score: Raw -390692.375897 + Penalty 1578.698268 = -389113.677629 nChanged 34 SP:Iteration 16Q (13814.831345 sec): 3 clusters Score: Raw -390710.505510 + Penalty 1578.698268 = -389131.807242 nChanged 39 SP:Iteration 17Q (13814.845319 sec): 3 clusters Score: Raw -390727.976165 + Penalty 1578.698268 = -389149.277897 nChanged 30 SP:Iteration 18Q (13814.859249 sec): 3 clusters Score: Raw -390738.866490 + Penalty 1578.698268 = -389160.168222 nChanged 20 SP:Iteration 19Q (13814.873163 sec): 3 clusters Score: Raw -390746.464065 + Penalty 1578.698268 = -389167.765797 nChanged 20 SP:Iteration 20F (13814.887400 sec): 3 clusters Score: Raw -390754.529410 + Penalty 1578.698268 = -389175.831143 nChanged 23 SP:Iteration 21Q (13814.901090 sec): 3 clusters Score: Raw -390765.224003 + Penalty 1578.698268 = -389186.525735 nChanged 26 SP:Iteration 22Q (13814.914991 sec): 3 clusters Score: Raw -390776.021393 + Penalty 1578.698268 = -389197.323125 nChanged 25 SP:Iteration 23Q (13814.928706 sec): 3 clusters Score: Raw -390783.559483 + Penalty 1578.698268 = -389204.861215 nChanged 20 SP:Iteration 24Q (13814.942553 sec): 3 clusters Score: Raw -390791.004490 + Penalty 1578.698268 = -389212.306222 nChanged 19 SP:Iteration 25Q (13814.956389 sec): 3 clusters Score: Raw -390798.112143 + Penalty 1578.698268 = -389219.413875 nChanged 15 SP:Iteration 26Q (13814.970074 sec): 3 clusters Score: Raw -390801.469124 + Penalty 1578.698268 = -389222.770856 nChanged 11 SP:Iteration 27Q (13814.983896 sec): 3 clusters Score: Raw -390804.379395 + Penalty 1578.698268 = -389225.681127 nChanged 12 SP:Iteration 28Q (13814.997711 sec): 3 clusters Score: Raw -390807.756399 + Penalty 1578.698268 = -389229.058131 nChanged 8 SP:Iteration 29Q (13815.011539 sec): 3 clusters Score: Raw -390809.359721 + Penalty 1578.698268 = -389230.661453 nChanged 6 SP:Iteration 30Q (13815.025342 sec): 3 clusters Score: Raw -390811.023263 + Penalty 1578.698268 = -389232.324995 nChanged 7 SP:Iteration 31Q (13815.039007 sec): 3 clusters Score: Raw -390813.124739 + Penalty 1578.698268 = -389234.426471 nChanged 10 SP:Iteration 32Q (13815.052652 sec): 3 clusters Score: Raw -390815.411110 + Penalty 1578.698268 = -389236.712842 nChanged 5 SP:Iteration 33Q (13815.066418 sec): 3 clusters Score: Raw -390816.298888 + Penalty 1578.698268 = -389237.600620 nChanged 4 SP:Iteration 34Q (13815.080216 sec): 3 clusters Score: Raw -390817.450800 + Penalty 1578.698268 = -389238.752532 nChanged 4 SP:Iteration 35Q (13815.094013 sec): 3 clusters Score: Raw -390818.627851 + Penalty 1578.698268 = -389239.929583 nChanged 4 SP:Iteration 36Q (13815.107646 sec): 3 clusters Score: Raw -390819.522787 + Penalty 1578.698268 = -389240.824519 nChanged 7 SP:Iteration 37Q (13815.121437 sec): 3 clusters Score: Raw -390820.647839 + Penalty 1578.698268 = -389241.949571 nChanged 6 SP:Iteration 38Q (13815.135245 sec): 3 clusters Score: Raw -390821.477241 + Penalty 1578.698268 = -389242.778973 nChanged 3 SP:Iteration 39Q (13815.149026 sec): 3 clusters Score: Raw -390822.069159 + Penalty 1578.698268 = -389243.370891 nChanged 5 SP:Iteration 40F (13815.163361 sec): 3 clusters Score: Raw -390823.238222 + Penalty 1578.698268 = -389244.539954 nChanged 8 SP:Iteration 41Q (13815.176944 sec): 3 clusters Score: Raw -390825.906899 + Penalty 1578.698268 = -389247.208631 nChanged 6 SP:Iteration 42Q (13815.190702 sec): 3 clusters Score: Raw -390826.930488 + Penalty 1578.698268 = -389248.232220 nChanged 5 SP:Iteration 43Q (13815.204502 sec): 3 clusters Score: Raw -390827.983293 + Penalty 1578.698268 = -389249.285025 nChanged 6 SP:Iteration 44Q (13815.218266 sec): 3 clusters Score: Raw -390828.977066 + Penalty 1578.698268 = -389250.278798 nChanged 3 SP:Iteration 45Q (13815.232030 sec): 3 clusters Score: Raw -390829.806705 + Penalty 1578.698268 = -389251.108437 nChanged 4 SP:Iteration 46Q (13815.245634 sec): 3 clusters Score: Raw -390830.945876 + Penalty 1578.698268 = -389252.247608 nChanged 7 SP:Iteration 47Q (13815.259426 sec): 3 clusters Score: Raw -390832.795648 + Penalty 1578.698268 = -389254.097380 nChanged 7 SP:Iteration 48Q (13815.272996 sec): 3 clusters Score: Raw -390835.979621 + Penalty 1578.698268 = -389257.281353 nChanged 8 SP:Iteration 49Q (13815.286756 sec): 3 clusters Score: Raw -390838.715977 + Penalty 1578.698268 = -389260.017709 nChanged 10 SP:Iteration 50Q (13815.300531 sec): 3 clusters Score: Raw -390841.211165 + Penalty 1578.698268 = -389262.512897 nChanged 9 SP:Iteration 51Q (13815.314268 sec): 3 clusters Score: Raw -390845.451139 + Penalty 1578.698268 = -389266.752871 nChanged 6 SP:Iteration 52Q (13815.327888 sec): 3 clusters Score: Raw -390846.941219 + Penalty 1578.698268 = -389268.242951 nChanged 3 SP:Iteration 53Q (13815.341640 sec): 3 clusters Score: Raw -390848.386451 + Penalty 1578.698268 = -389269.688183 nChanged 4 SP:Iteration 54Q (13815.355389 sec): 3 clusters Score: Raw -390849.723990 + Penalty 1578.698268 = -389271.025722 nChanged 3 SP:Iteration 55Q (13815.369143 sec): 3 clusters Score: Raw -390850.862168 + Penalty 1578.698268 = -389272.163900 nChanged 6 SP:Iteration 56Q (13815.382868 sec): 3 clusters Score: Raw -390853.740415 + Penalty 1578.698268 = -389275.042147 nChanged 6 SP:Iteration 57Q (13815.396645 sec): 3 clusters Score: Raw -390856.030873 + Penalty 1578.698268 = -389277.332605 nChanged 5 SP:Iteration 58Q (13815.410390 sec): 3 clusters Score: Raw -390858.317809 + Penalty 1578.698268 = -389279.619541 nChanged 8 SP:Iteration 59Q (13815.424165 sec): 3 clusters Score: Raw -390860.818973 + Penalty 1578.698268 = -389282.120705 nChanged 9 SP:Iteration 60F (13815.438300 sec): 3 clusters Score: Raw -390863.383400 + Penalty 1578.698268 = -389284.685132 nChanged 2 SP:Iteration 61Q (13815.452066 sec): 3 clusters Score: Raw -390864.115215 + Penalty 1578.698268 = -389285.416947 nChanged 3 SP:Iteration 62Q (13815.465797 sec): 3 clusters Score: Raw -390865.146122 + Penalty 1578.698268 = -389286.447854 nChanged 3 SP:Iteration 63Q (13815.479376 sec): 3 clusters Score: Raw -390866.392930 + Penalty 1578.698268 = -389287.694662 nChanged 0 SP:Iteration 64F (13815.493575 sec): 3 clusters Score: Raw -390866.392930 + Penalty 1578.698268 = -389287.694662 nChanged 0 Trying to split cluster 33 (537 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13815.507899 sec): 2 clusters Score: Raw -42077.971313 + Penalty 597.169819 = -41480.801494 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13815.510604 sec): 3 clusters Score: Raw -41955.088739 + Penalty 1194.339638 = -40760.749101 nChanged 161 SP:Iteration 1F (13815.513095 sec): 3 clusters Score: Raw -42119.488336 + Penalty 1194.339638 = -40925.148698 nChanged 40 SP:Iteration 2F (13815.515515 sec): 3 clusters Score: Raw -42171.477403 + Penalty 1194.339638 = -40977.137765 nChanged 28 SP:Iteration 3F (13815.517919 sec): 3 clusters Score: Raw -42201.992278 + Penalty 1194.339638 = -41007.652640 nChanged 15 SP:Iteration 4Q (13815.520320 sec): 3 clusters Score: Raw -42218.313896 + Penalty 1194.339638 = -41023.974258 nChanged 13 SP:Iteration 5Q (13815.522693 sec): 3 clusters Score: Raw -42233.290592 + Penalty 1194.339638 = -41038.950954 nChanged 11 SP:Iteration 6Q (13815.525081 sec): 3 clusters Score: Raw -42258.275384 + Penalty 1194.339638 = -41063.935746 nChanged 14 SP:Iteration 7Q (13815.527483 sec): 3 clusters Score: Raw -42284.567006 + Penalty 1194.339638 = -41090.227369 nChanged 7 SP:Iteration 8Q (13815.529868 sec): 3 clusters Score: Raw -42296.356870 + Penalty 1194.339638 = -41102.017232 nChanged 5 SP:Iteration 9Q (13815.532228 sec): 3 clusters Score: Raw -42303.056480 + Penalty 1194.339638 = -41108.716842 nChanged 4 SP:Iteration 10Q (13815.534588 sec): 3 clusters Score: Raw -42309.671599 + Penalty 1194.339638 = -41115.331961 nChanged 4 SP:Iteration 11Q (13815.536956 sec): 3 clusters Score: Raw -42316.900820 + Penalty 1194.339638 = -41122.561182 nChanged 5 SP:Iteration 12Q (13815.539313 sec): 3 clusters Score: Raw -42326.306872 + Penalty 1194.339638 = -41131.967234 nChanged 7 SP:Iteration 13Q (13815.541672 sec): 3 clusters Score: Raw -42330.770490 + Penalty 1194.339638 = -41136.430852 nChanged 3 SP:Iteration 14Q (13815.544037 sec): 3 clusters Score: Raw -42335.460238 + Penalty 1194.339638 = -41141.120600 nChanged 4 SP:Iteration 15Q (13815.546429 sec): 3 clusters Score: Raw -42345.209756 + Penalty 1194.339638 = -41150.870118 nChanged 3 SP:Iteration 16Q (13815.548767 sec): 3 clusters Score: Raw -42362.790677 + Penalty 1194.339638 = -41168.451039 nChanged 7 SP:Iteration 17Q (13815.551118 sec): 3 clusters Score: Raw -42395.536520 + Penalty 1194.339638 = -41201.196882 nChanged 7 SP:Iteration 18Q (13815.553469 sec): 3 clusters Score: Raw -42425.862854 + Penalty 1194.339638 = -41231.523216 nChanged 9 SP:Iteration 19Q (13815.555811 sec): 3 clusters Score: Raw -42451.379826 + Penalty 1194.339638 = -41257.040188 nChanged 16 SP:Iteration 20F (13815.558210 sec): 3 clusters Score: Raw -42494.102947 + Penalty 1194.339638 = -41299.763309 nChanged 14 SP:Iteration 21Q (13815.560557 sec): 3 clusters Score: Raw -42520.860698 + Penalty 1194.339638 = -41326.521060 nChanged 11 SP:Iteration 22Q (13815.562875 sec): 3 clusters Score: Raw -42547.499830 + Penalty 1194.339638 = -41353.160192 nChanged 9 SP:Iteration 23Q (13815.565193 sec): 3 clusters Score: Raw -42566.491665 + Penalty 1194.339638 = -41372.152027 nChanged 7 SP:Iteration 24Q (13815.567506 sec): 3 clusters Score: Raw -42578.700693 + Penalty 1194.339638 = -41384.361055 nChanged 7 SP:Iteration 25Q (13815.569828 sec): 3 clusters Score: Raw -42589.781487 + Penalty 1194.339638 = -41395.441849 nChanged 6 SP:Iteration 26Q (13815.572133 sec): 3 clusters Score: Raw -42597.147045 + Penalty 1194.339638 = -41402.807407 nChanged 4 SP:Iteration 27Q (13815.574442 sec): 3 clusters Score: Raw -42601.831925 + Penalty 1194.339638 = -41407.492287 nChanged 2 SP:Iteration 28Q (13815.576764 sec): 3 clusters Score: Raw -42604.580028 + Penalty 1194.339638 = -41410.240390 nChanged 1 SP:Iteration 29Q (13815.579067 sec): 3 clusters Score: Raw -42605.703225 + Penalty 1194.339638 = -41411.363587 nChanged 1 SP:Iteration 30Q (13815.581376 sec): 3 clusters Score: Raw -42606.330750 + Penalty 1194.339638 = -41411.991112 nChanged 0 SP:Iteration 31F (13815.583778 sec): 3 clusters Score: Raw -42606.330750 + Penalty 1194.339638 = -41411.991112 nChanged 0 Trying to split cluster 34 (12721 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13815.609833 sec): 2 clusters Score: Raw -1195963.658117 + Penalty 897.845898 = -1195065.812219 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13815.638730 sec): 3 clusters Score: Raw -1188189.301376 + Penalty 1795.691796 = -1186393.609580 nChanged 5849 SP:Iteration 1F (13815.666085 sec): 3 clusters Score: Raw -1191496.890363 + Penalty 1795.691796 = -1189701.198568 nChanged 631 SP:Iteration 2Q (13815.693985 sec): 3 clusters Score: Raw -1191748.691382 + Penalty 1795.691796 = -1189952.999586 nChanged 634 SP:Iteration 3Q (13815.721846 sec): 3 clusters Score: Raw -1191997.533700 + Penalty 1795.691796 = -1190201.841905 nChanged 609 SP:Iteration 4Q (13815.749739 sec): 3 clusters Score: Raw -1192255.065502 + Penalty 1795.691796 = -1190459.373706 nChanged 613 SP:Iteration 5Q (13815.777428 sec): 3 clusters Score: Raw -1192511.424065 + Penalty 1795.691796 = -1190715.732269 nChanged 577 SP:Iteration 6Q (13815.805308 sec): 3 clusters Score: Raw -1192749.249864 + Penalty 1795.691796 = -1190953.558068 nChanged 523 SP:Iteration 7Q (13815.833060 sec): 3 clusters Score: Raw -1192954.287079 + Penalty 1795.691796 = -1191158.595283 nChanged 478 SP:Iteration 8Q (13815.860726 sec): 3 clusters Score: Raw -1193134.429494 + Penalty 1795.691796 = -1191338.737698 nChanged 444 SP:Iteration 9Q (13815.888646 sec): 3 clusters Score: Raw -1193301.685268 + Penalty 1795.691796 = -1191505.993473 nChanged 412 SP:Iteration 10Q (13815.916218 sec): 3 clusters Score: Raw -1193453.738879 + Penalty 1795.691796 = -1191658.047084 nChanged 400 SP:Iteration 11Q (13815.943967 sec): 3 clusters Score: Raw -1193620.109966 + Penalty 1795.691796 = -1191824.418171 nChanged 428 SP:Iteration 12Q (13815.971368 sec): 3 clusters Score: Raw -1193815.008215 + Penalty 1795.691796 = -1192019.316420 nChanged 459 SP:Iteration 13Q (13815.998630 sec): 3 clusters Score: Raw -1194033.217311 + Penalty 1795.691796 = -1192237.525515 nChanged 474 SP:Iteration 14Q (13816.026101 sec): 3 clusters Score: Raw -1194281.400875 + Penalty 1795.691796 = -1192485.709080 nChanged 483 SP:Iteration 15Q (13816.053483 sec): 3 clusters Score: Raw -1194543.082074 + Penalty 1795.691796 = -1192747.390278 nChanged 449 SP:Iteration 16Q (13816.080597 sec): 3 clusters Score: Raw -1194790.880462 + Penalty 1795.691796 = -1192995.188667 nChanged 434 SP:Iteration 17Q (13816.107508 sec): 3 clusters Score: Raw -1195044.845095 + Penalty 1795.691796 = -1193249.153300 nChanged 391 SP:Iteration 18Q (13816.134017 sec): 3 clusters Score: Raw -1195272.795921 + Penalty 1795.691796 = -1193477.104125 nChanged 316 SP:Iteration 19Q (13816.160342 sec): 3 clusters Score: Raw -1195441.299620 + Penalty 1795.691796 = -1193645.607824 nChanged 256 SP:Iteration 20F (13816.187206 sec): 3 clusters Score: Raw -1195575.250697 + Penalty 1795.691796 = -1193779.558902 nChanged 203 SP:Iteration 21Q (13816.213009 sec): 3 clusters Score: Raw -1195682.516795 + Penalty 1795.691796 = -1193886.825000 nChanged 172 SP:Iteration 22Q (13816.239027 sec): 3 clusters Score: Raw -1195767.088238 + Penalty 1795.691796 = -1193971.396442 nChanged 146 SP:Iteration 23Q (13816.264903 sec): 3 clusters Score: Raw -1195840.409351 + Penalty 1795.691796 = -1194044.717555 nChanged 133 SP:Iteration 24Q (13816.290612 sec): 3 clusters Score: Raw -1195903.756086 + Penalty 1795.691796 = -1194108.064290 nChanged 100 SP:Iteration 25Q (13816.316117 sec): 3 clusters Score: Raw -1195953.073254 + Penalty 1795.691796 = -1194157.381458 nChanged 76 SP:Iteration 26Q (13816.341537 sec): 3 clusters Score: Raw -1195989.935611 + Penalty 1795.691796 = -1194194.243816 nChanged 61 SP:Iteration 27Q (13816.366942 sec): 3 clusters Score: Raw -1196019.051682 + Penalty 1795.691796 = -1194223.359887 nChanged 41 SP:Iteration 28Q (13816.392283 sec): 3 clusters Score: Raw -1196039.588364 + Penalty 1795.691796 = -1194243.896568 nChanged 43 SP:Iteration 29Q (13816.417544 sec): 3 clusters Score: Raw -1196064.922106 + Penalty 1795.691796 = -1194269.230311 nChanged 34 SP:Iteration 30Q (13816.442977 sec): 3 clusters Score: Raw -1196086.012893 + Penalty 1795.691796 = -1194290.321097 nChanged 29 SP:Iteration 31Q (13816.468282 sec): 3 clusters Score: Raw -1196101.632289 + Penalty 1795.691796 = -1194305.940493 nChanged 21 SP:Iteration 32Q (13816.493587 sec): 3 clusters Score: Raw -1196112.299910 + Penalty 1795.691796 = -1194316.608115 nChanged 15 SP:Iteration 33Q (13816.518904 sec): 3 clusters Score: Raw -1196118.823557 + Penalty 1795.691796 = -1194323.131762 nChanged 11 SP:Iteration 34Q (13816.544100 sec): 3 clusters Score: Raw -1196126.172312 + Penalty 1795.691796 = -1194330.480516 nChanged 8 SP:Iteration 35Q (13816.569099 sec): 3 clusters Score: Raw -1196131.551413 + Penalty 1795.691796 = -1194335.859618 nChanged 10 SP:Iteration 36Q (13816.594170 sec): 3 clusters Score: Raw -1196136.374976 + Penalty 1795.691796 = -1194340.683181 nChanged 9 SP:Iteration 37Q (13816.619535 sec): 3 clusters Score: Raw -1196139.770618 + Penalty 1795.691796 = -1194344.078823 nChanged 5 SP:Iteration 38Q (13816.644338 sec): 3 clusters Score: Raw -1196141.058629 + Penalty 1795.691796 = -1194345.366834 nChanged 8 SP:Iteration 39Q (13816.669326 sec): 3 clusters Score: Raw -1196144.707178 + Penalty 1795.691796 = -1194349.015383 nChanged 3 SP:Iteration 40F (13816.696880 sec): 3 clusters Score: Raw -1196145.885750 + Penalty 1795.691796 = -1194350.193954 nChanged 4 SP:Iteration 41Q (13816.721779 sec): 3 clusters Score: Raw -1196148.183283 + Penalty 1795.691796 = -1194352.491488 nChanged 4 SP:Iteration 42Q (13816.746701 sec): 3 clusters Score: Raw -1196150.481173 + Penalty 1795.691796 = -1194354.789377 nChanged 4 SP:Iteration 43Q (13816.771857 sec): 3 clusters Score: Raw -1196151.922789 + Penalty 1795.691796 = -1194356.230993 nChanged 1 SP:Iteration 44Q (13816.796872 sec): 3 clusters Score: Raw -1196152.327408 + Penalty 1795.691796 = -1194356.635613 nChanged 0 SP:Iteration 45F (13816.824436 sec): 3 clusters Score: Raw -1196152.327408 + Penalty 1795.691796 = -1194356.635613 nChanged 0 Trying to split cluster 35 (7325 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13816.843915 sec): 2 clusters Score: Raw -702550.181302 + Penalty 845.409601 = -701704.771701 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13816.865734 sec): 3 clusters Score: Raw -698310.814083 + Penalty 1690.819202 = -696619.994881 nChanged 3239 SP:Iteration 1F (13816.886788 sec): 3 clusters Score: Raw -700211.395589 + Penalty 1690.819202 = -698520.576386 nChanged 478 SP:Iteration 2F (13816.908022 sec): 3 clusters Score: Raw -700454.825209 + Penalty 1690.819202 = -698764.006006 nChanged 426 SP:Iteration 3F (13816.929108 sec): 3 clusters Score: Raw -700640.086590 + Penalty 1690.819202 = -698949.267388 nChanged 370 SP:Iteration 4F (13816.950083 sec): 3 clusters Score: Raw -700824.644772 + Penalty 1690.819202 = -699133.825569 nChanged 366 SP:Iteration 5Q (13816.971406 sec): 3 clusters Score: Raw -701017.546316 + Penalty 1690.819202 = -699326.727114 nChanged 378 SP:Iteration 6F (13816.992445 sec): 3 clusters Score: Raw -701236.381770 + Penalty 1690.819202 = -699545.562567 nChanged 373 SP:Iteration 7F (13817.013644 sec): 3 clusters Score: Raw -701463.173004 + Penalty 1690.819202 = -699772.353802 nChanged 354 SP:Iteration 8Q (13817.034640 sec): 3 clusters Score: Raw -701693.540898 + Penalty 1690.819202 = -700002.721696 nChanged 351 SP:Iteration 9Q (13817.055826 sec): 3 clusters Score: Raw -701950.199001 + Penalty 1690.819202 = -700259.379798 nChanged 283 SP:Iteration 10Q (13817.076828 sec): 3 clusters Score: Raw -702165.427802 + Penalty 1690.819202 = -700474.608600 nChanged 194 SP:Iteration 11Q (13817.098068 sec): 3 clusters Score: Raw -702303.214838 + Penalty 1690.819202 = -700612.395635 nChanged 147 SP:Iteration 12Q (13817.118674 sec): 3 clusters Score: Raw -702425.445005 + Penalty 1690.819202 = -700734.625802 nChanged 107 SP:Iteration 13Q (13817.139286 sec): 3 clusters Score: Raw -702503.398530 + Penalty 1690.819202 = -700812.579328 nChanged 92 SP:Iteration 14Q (13817.159861 sec): 3 clusters Score: Raw -702557.361058 + Penalty 1690.819202 = -700866.541855 nChanged 73 SP:Iteration 15Q (13817.180032 sec): 3 clusters Score: Raw -702592.128005 + Penalty 1690.819202 = -700901.308803 nChanged 44 SP:Iteration 16Q (13817.199985 sec): 3 clusters Score: Raw -702613.403828 + Penalty 1690.819202 = -700922.584626 nChanged 38 SP:Iteration 17Q (13817.220042 sec): 3 clusters Score: Raw -702625.747715 + Penalty 1690.819202 = -700934.928512 nChanged 28 SP:Iteration 18Q (13817.240313 sec): 3 clusters Score: Raw -702636.330079 + Penalty 1690.819202 = -700945.510877 nChanged 38 SP:Iteration 19Q (13817.260127 sec): 3 clusters Score: Raw -702649.398770 + Penalty 1690.819202 = -700958.579567 nChanged 20 SP:Iteration 20F (13817.281145 sec): 3 clusters Score: Raw -702659.047611 + Penalty 1690.819202 = -700968.228409 nChanged 27 SP:Iteration 21Q (13817.301070 sec): 3 clusters Score: Raw -702670.263019 + Penalty 1690.819202 = -700979.443816 nChanged 22 SP:Iteration 22Q (13817.320772 sec): 3 clusters Score: Raw -702683.194020 + Penalty 1690.819202 = -700992.374817 nChanged 22 SP:Iteration 23Q (13817.340463 sec): 3 clusters Score: Raw -702692.222198 + Penalty 1690.819202 = -701001.402996 nChanged 25 SP:Iteration 24Q (13817.360329 sec): 3 clusters Score: Raw -702703.270414 + Penalty 1690.819202 = -701012.451211 nChanged 20 SP:Iteration 25Q (13817.380013 sec): 3 clusters Score: Raw -702710.371615 + Penalty 1690.819202 = -701019.552412 nChanged 17 SP:Iteration 26Q (13817.399529 sec): 3 clusters Score: Raw -702717.888024 + Penalty 1690.819202 = -701027.068822 nChanged 13 SP:Iteration 27Q (13817.452881 sec): 3 clusters Score: Raw -702724.283916 + Penalty 1690.819202 = -701033.464713 nChanged 11 SP:Iteration 28Q (13817.472439 sec): 3 clusters Score: Raw -702727.028946 + Penalty 1690.819202 = -701036.209744 nChanged 3 SP:Iteration 29Q (13817.492233 sec): 3 clusters Score: Raw -702727.496555 + Penalty 1690.819202 = -701036.677352 nChanged 4 SP:Iteration 30Q (13817.513067 sec): 3 clusters Score: Raw -702728.108771 + Penalty 1690.819202 = -701037.289569 nChanged 4 SP:Iteration 31Q (13817.573644 sec): 3 clusters Score: Raw -702728.816630 + Penalty 1690.819202 = -701037.997428 nChanged 2 SP:Iteration 32Q (13817.594139 sec): 3 clusters Score: Raw -702729.210922 + Penalty 1690.819202 = -701038.391719 nChanged 2 SP:Iteration 33Q (13817.613733 sec): 3 clusters Score: Raw -702729.332704 + Penalty 1690.819202 = -701038.513501 nChanged 3 SP:Iteration 34Q (13817.633438 sec): 3 clusters Score: Raw -702729.728068 + Penalty 1690.819202 = -701038.908866 nChanged 4 SP:Iteration 35Q (13817.653277 sec): 3 clusters Score: Raw -702730.925853 + Penalty 1690.819202 = -701040.106651 nChanged 4 SP:Iteration 36Q (13817.672960 sec): 3 clusters Score: Raw -702732.387841 + Penalty 1690.819202 = -701041.568639 nChanged 2 SP:Iteration 37Q (13817.692583 sec): 3 clusters Score: Raw -702733.306029 + Penalty 1690.819202 = -701042.486826 nChanged 5 SP:Iteration 38Q (13817.712187 sec): 3 clusters Score: Raw -702734.132078 + Penalty 1690.819202 = -701043.312876 nChanged 2 SP:Iteration 39Q (13817.731716 sec): 3 clusters Score: Raw -702734.400639 + Penalty 1690.819202 = -701043.581437 nChanged 1 SP:Iteration 40F (13817.752956 sec): 3 clusters Score: Raw -702734.466824 + Penalty 1690.819202 = -701043.647621 nChanged 1 SP:Iteration 41Q (13817.772595 sec): 3 clusters Score: Raw -702734.524004 + Penalty 1690.819202 = -701043.704802 nChanged 0 SP:Iteration 42F (13817.793746 sec): 3 clusters Score: Raw -702734.524004 + Penalty 1690.819202 = -701043.704802 nChanged 0 Trying to split cluster 36 (4601 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13817.811179 sec): 2 clusters Score: Raw -409263.322814 + Penalty 801.232750 = -408462.090064 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13817.829173 sec): 3 clusters Score: Raw -406738.203609 + Penalty 1602.465501 = -405135.738108 nChanged 1945 SP:Iteration 1F (13817.845781 sec): 3 clusters Score: Raw -407895.565938 + Penalty 1602.465501 = -406293.100438 nChanged 325 SP:Iteration 2F (13817.862264 sec): 3 clusters Score: Raw -408054.023278 + Penalty 1602.465501 = -406451.557777 nChanged 242 SP:Iteration 3F (13817.878698 sec): 3 clusters Score: Raw -408178.012184 + Penalty 1602.465501 = -406575.546683 nChanged 209 SP:Iteration 4Q (13817.895266 sec): 3 clusters Score: Raw -408289.527405 + Penalty 1602.465501 = -406687.061905 nChanged 187 SP:Iteration 5Q (13817.911869 sec): 3 clusters Score: Raw -408394.159762 + Penalty 1602.465501 = -406791.694262 nChanged 184 SP:Iteration 6Q (13817.928304 sec): 3 clusters Score: Raw -408505.709345 + Penalty 1602.465501 = -406903.243845 nChanged 193 SP:Iteration 7Q (13817.944835 sec): 3 clusters Score: Raw -408620.644869 + Penalty 1602.465501 = -407018.179368 nChanged 186 SP:Iteration 8Q (13817.961473 sec): 3 clusters Score: Raw -408736.925554 + Penalty 1602.465501 = -407134.460054 nChanged 205 SP:Iteration 9Q (13817.977785 sec): 3 clusters Score: Raw -408863.410382 + Penalty 1602.465501 = -407260.944881 nChanged 171 SP:Iteration 10Q (13817.994164 sec): 3 clusters Score: Raw -408962.690223 + Penalty 1602.465501 = -407360.224723 nChanged 136 SP:Iteration 11Q (13818.010352 sec): 3 clusters Score: Raw -409043.664487 + Penalty 1602.465501 = -407441.198986 nChanged 126 SP:Iteration 12Q (13818.026691 sec): 3 clusters Score: Raw -409110.842950 + Penalty 1602.465501 = -407508.377450 nChanged 111 SP:Iteration 13Q (13818.042977 sec): 3 clusters Score: Raw -409167.253255 + Penalty 1602.465501 = -407564.787754 nChanged 106 SP:Iteration 14Q (13818.059135 sec): 3 clusters Score: Raw -409232.196947 + Penalty 1602.465501 = -407629.731447 nChanged 107 SP:Iteration 15Q (13818.075174 sec): 3 clusters Score: Raw -409290.631910 + Penalty 1602.465501 = -407688.166409 nChanged 80 SP:Iteration 16Q (13818.091182 sec): 3 clusters Score: Raw -409331.822030 + Penalty 1602.465501 = -407729.356530 nChanged 70 SP:Iteration 17Q (13818.107300 sec): 3 clusters Score: Raw -409373.260700 + Penalty 1602.465501 = -407770.795199 nChanged 72 SP:Iteration 18Q (13818.123448 sec): 3 clusters Score: Raw -409415.076983 + Penalty 1602.465501 = -407812.611483 nChanged 62 SP:Iteration 19Q (13818.139434 sec): 3 clusters Score: Raw -409447.303878 + Penalty 1602.465501 = -407844.838377 nChanged 49 SP:Iteration 20F (13818.167594 sec): 3 clusters Score: Raw -409474.778850 + Penalty 1602.465501 = -407872.313350 nChanged 41 SP:Iteration 21Q (13818.183401 sec): 3 clusters Score: Raw -409492.119537 + Penalty 1602.465501 = -407889.654037 nChanged 30 SP:Iteration 22Q (13818.199258 sec): 3 clusters Score: Raw -409503.970533 + Penalty 1602.465501 = -407901.505033 nChanged 24 SP:Iteration 23Q (13818.216773 sec): 3 clusters Score: Raw -409512.700900 + Penalty 1602.465501 = -407910.235400 nChanged 16 SP:Iteration 24Q (13818.232434 sec): 3 clusters Score: Raw -409517.750256 + Penalty 1602.465501 = -407915.284755 nChanged 10 SP:Iteration 25Q (13818.248161 sec): 3 clusters Score: Raw -409520.998705 + Penalty 1602.465501 = -407918.533204 nChanged 8 SP:Iteration 26Q (13818.264027 sec): 3 clusters Score: Raw -409522.931005 + Penalty 1602.465501 = -407920.465505 nChanged 12 SP:Iteration 27Q (13818.279896 sec): 3 clusters Score: Raw -409526.709578 + Penalty 1602.465501 = -407924.244078 nChanged 13 SP:Iteration 28Q (13818.295677 sec): 3 clusters Score: Raw -409531.366166 + Penalty 1602.465501 = -407928.900666 nChanged 11 SP:Iteration 29Q (13818.311494 sec): 3 clusters Score: Raw -409535.761691 + Penalty 1602.465501 = -407933.296190 nChanged 13 SP:Iteration 30Q (13818.327089 sec): 3 clusters Score: Raw -409540.267551 + Penalty 1602.465501 = -407937.802051 nChanged 18 SP:Iteration 31Q (13818.342744 sec): 3 clusters Score: Raw -409546.839025 + Penalty 1602.465501 = -407944.373525 nChanged 15 SP:Iteration 32Q (13818.358451 sec): 3 clusters Score: Raw -409552.404470 + Penalty 1602.465501 = -407949.938969 nChanged 8 SP:Iteration 33Q (13818.374257 sec): 3 clusters Score: Raw -409554.315215 + Penalty 1602.465501 = -407951.849714 nChanged 5 SP:Iteration 34Q (13818.390010 sec): 3 clusters Score: Raw -409555.826184 + Penalty 1602.465501 = -407953.360683 nChanged 3 SP:Iteration 35Q (13818.405776 sec): 3 clusters Score: Raw -409556.477565 + Penalty 1602.465501 = -407954.012064 nChanged 1 SP:Iteration 36Q (13818.421531 sec): 3 clusters Score: Raw -409556.662859 + Penalty 1602.465501 = -407954.197358 nChanged 0 SP:Iteration 37F (13818.438074 sec): 3 clusters Score: Raw -409556.662859 + Penalty 1602.465501 = -407954.197358 nChanged 0 Trying to split cluster 37 (135731 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13818.582322 sec): 2 clusters Score: Raw -13003022.131475 + Penalty 1122.750875 = -13001899.380599 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13818.754579 sec): 3 clusters Score: Raw -12912722.674258 + Penalty 2245.501750 = -12910477.172508 nChanged 65852 SP:Iteration 1F (13818.924148 sec): 3 clusters Score: Raw -12953059.246145 + Penalty 2245.501750 = -12950813.744395 nChanged 5936 SP:Iteration 2Q (13819.106232 sec): 3 clusters Score: Raw -12955358.709490 + Penalty 2245.501750 = -12953113.207740 nChanged 6856 SP:Iteration 3F (13819.275656 sec): 3 clusters Score: Raw -12958816.466462 + Penalty 2245.501750 = -12956570.964712 nChanged 7945 SP:Iteration 4F (13819.444988 sec): 3 clusters Score: Raw -12963993.137923 + Penalty 2245.501750 = -12961747.636173 nChanged 8863 SP:Iteration 5F (13819.614462 sec): 3 clusters Score: Raw -12970851.875651 + Penalty 2245.501750 = -12968606.373900 nChanged 8656 SP:Iteration 6F (13819.783771 sec): 3 clusters Score: Raw -12976988.737420 + Penalty 2245.501750 = -12974743.235670 nChanged 6883 SP:Iteration 7F (13819.953092 sec): 3 clusters Score: Raw -12980079.134033 + Penalty 2245.501750 = -12977833.632282 nChanged 4240 SP:Iteration 8Q (13820.129268 sec): 3 clusters Score: Raw -12981165.382058 + Penalty 2245.501750 = -12978919.880308 nChanged 2450 SP:Iteration 9Q (13820.304736 sec): 3 clusters Score: Raw -12981653.775664 + Penalty 2245.501750 = -12979408.273913 nChanged 1831 SP:Iteration 10Q (13820.480869 sec): 3 clusters Score: Raw -12982041.326457 + Penalty 2245.501750 = -12979795.824706 nChanged 1790 SP:Iteration 11Q (13820.654493 sec): 3 clusters Score: Raw -12982448.056786 + Penalty 2245.501750 = -12980202.555035 nChanged 1921 SP:Iteration 12Q (13820.827475 sec): 3 clusters Score: Raw -12982899.892325 + Penalty 2245.501750 = -12980654.390575 nChanged 2053 SP:Iteration 13Q (13820.999882 sec): 3 clusters Score: Raw -12983416.426740 + Penalty 2245.501750 = -12981170.924989 nChanged 2197 SP:Iteration 14Q (13821.170844 sec): 3 clusters Score: Raw -12983997.781810 + Penalty 2245.501750 = -12981752.280060 nChanged 2344 SP:Iteration 15Q (13821.341394 sec): 3 clusters Score: Raw -12984664.073081 + Penalty 2245.501750 = -12982418.571331 nChanged 2532 SP:Iteration 16Q (13821.542108 sec): 3 clusters Score: Raw -12985421.115814 + Penalty 2245.501750 = -12983175.614064 nChanged 2609 SP:Iteration 17Q (13821.715424 sec): 3 clusters Score: Raw -12986245.854932 + Penalty 2245.501750 = -12984000.353181 nChanged 2681 SP:Iteration 18Q (13821.883046 sec): 3 clusters Score: Raw -12987128.631696 + Penalty 2245.501750 = -12984883.129946 nChanged 2800 SP:Iteration 19Q (13822.049597 sec): 3 clusters Score: Raw -12988156.355909 + Penalty 2245.501750 = -12985910.854158 nChanged 2959 SP:Iteration 20F (13822.219424 sec): 3 clusters Score: Raw -12989331.071043 + Penalty 2245.501750 = -12987085.569293 nChanged 3009 SP:Iteration 21Q (13822.383399 sec): 3 clusters Score: Raw -12990626.730904 + Penalty 2245.501750 = -12988381.229153 nChanged 3050 SP:Iteration 22Q (13822.545848 sec): 3 clusters Score: Raw -12992074.639330 + Penalty 2245.501750 = -12989829.137579 nChanged 2980 SP:Iteration 23Q (13822.706388 sec): 3 clusters Score: Raw -12993595.970301 + Penalty 2245.501750 = -12991350.468550 nChanged 2870 SP:Iteration 24Q (13822.864887 sec): 3 clusters Score: Raw -12995172.881373 + Penalty 2245.501750 = -12992927.379622 nChanged 2707 SP:Iteration 25Q (13823.021100 sec): 3 clusters Score: Raw -12996766.149106 + Penalty 2245.501750 = -12994520.647355 nChanged 2446 SP:Iteration 26Q (13823.174748 sec): 3 clusters Score: Raw -12998246.571404 + Penalty 2245.501750 = -12996001.069653 nChanged 2079 SP:Iteration 27Q (13823.326213 sec): 3 clusters Score: Raw -12999546.401217 + Penalty 2245.501750 = -12997300.899467 nChanged 1733 SP:Iteration 28Q (13823.475204 sec): 3 clusters Score: Raw -13000633.229518 + Penalty 2245.501750 = -12998387.727768 nChanged 1357 SP:Iteration 29Q (13823.622503 sec): 3 clusters Score: Raw -13001504.245172 + Penalty 2245.501750 = -12999258.743422 nChanged 1007 SP:Iteration 30Q (13823.766498 sec): 3 clusters Score: Raw -13002118.189173 + Penalty 2245.501750 = -12999872.687422 nChanged 725 SP:Iteration 31Q (13823.909085 sec): 3 clusters Score: Raw -13002547.560688 + Penalty 2245.501750 = -13000302.058938 nChanged 523 SP:Iteration 32Q (13824.050579 sec): 3 clusters Score: Raw -13002841.456950 + Penalty 2245.501750 = -13000595.955200 nChanged 345 SP:Iteration 33Q (13824.191154 sec): 3 clusters Score: Raw -13003013.207650 + Penalty 2245.501750 = -13000767.705900 nChanged 224 SP:Iteration 34Q (13824.331297 sec): 3 clusters Score: Raw -13003121.141143 + Penalty 2245.501750 = -13000875.639393 nChanged 162 SP:Iteration 35Q (13824.471179 sec): 3 clusters Score: Raw -13003198.195349 + Penalty 2245.501750 = -13000952.693599 nChanged 132 SP:Iteration 36Q (13824.610532 sec): 3 clusters Score: Raw -13003270.625689 + Penalty 2245.501750 = -13001025.123939 nChanged 115 SP:Iteration 37Q (13824.749864 sec): 3 clusters Score: Raw -13003325.075106 + Penalty 2245.501750 = -13001079.573356 nChanged 92 SP:Iteration 38Q (13824.890021 sec): 3 clusters Score: Raw -13003365.768795 + Penalty 2245.501750 = -13001120.267044 nChanged 75 SP:Iteration 39Q (13825.037825 sec): 3 clusters Score: Raw -13003393.063579 + Penalty 2245.501750 = -13001147.561829 nChanged 45 SP:Iteration 40F (13825.206132 sec): 3 clusters Score: Raw -13003404.544493 + Penalty 2245.501750 = -13001159.042742 nChanged 28 SP:Iteration 41Q (13825.345064 sec): 3 clusters Score: Raw -13003411.522756 + Penalty 2245.501750 = -13001166.021006 nChanged 17 SP:Iteration 42Q (13825.483768 sec): 3 clusters Score: Raw -13003417.432003 + Penalty 2245.501750 = -13001171.930253 nChanged 18 SP:Iteration 43Q (13825.623040 sec): 3 clusters Score: Raw -13003424.257670 + Penalty 2245.501750 = -13001178.755919 nChanged 18 SP:Iteration 44Q (13825.761821 sec): 3 clusters Score: Raw -13003428.298941 + Penalty 2245.501750 = -13001182.797191 nChanged 13 SP:Iteration 45Q (13825.900273 sec): 3 clusters Score: Raw -13003431.041537 + Penalty 2245.501750 = -13001185.539787 nChanged 11 SP:Iteration 46Q (13826.038851 sec): 3 clusters Score: Raw -13003433.335886 + Penalty 2245.501750 = -13001187.834135 nChanged 9 SP:Iteration 47Q (13826.177873 sec): 3 clusters Score: Raw -13003435.825928 + Penalty 2245.501750 = -13001190.324178 nChanged 10 SP:Iteration 48Q (13826.316678 sec): 3 clusters Score: Raw -13003438.546846 + Penalty 2245.501750 = -13001193.045096 nChanged 13 SP:Iteration 49Q (13826.455241 sec): 3 clusters Score: Raw -13003442.300732 + Penalty 2245.501750 = -13001196.798982 nChanged 14 SP:Iteration 50Q (13826.593737 sec): 3 clusters Score: Raw -13003445.734737 + Penalty 2245.501750 = -13001200.232987 nChanged 9 SP:Iteration 51Q (13826.732614 sec): 3 clusters Score: Raw -13003447.256515 + Penalty 2245.501750 = -13001201.754765 nChanged 7 SP:Iteration 52Q (13826.871525 sec): 3 clusters Score: Raw -13003448.928274 + Penalty 2245.501750 = -13001203.426523 nChanged 4 SP:Iteration 53Q (13827.010240 sec): 3 clusters Score: Raw -13003449.766841 + Penalty 2245.501750 = -13001204.265091 nChanged 3 SP:Iteration 54Q (13827.149372 sec): 3 clusters Score: Raw -13003450.289329 + Penalty 2245.501750 = -13001204.787579 nChanged 3 SP:Iteration 55Q (13827.288000 sec): 3 clusters Score: Raw -13003451.059342 + Penalty 2245.501750 = -13001205.557592 nChanged 0 SP:Iteration 56F (13827.455244 sec): 3 clusters Score: Raw -13003451.059342 + Penalty 2245.501750 = -13001205.557592 nChanged 0 Trying to split cluster 38 (292861 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (13827.695314 sec): 2 clusters Score: Raw -27925942.065284 + Penalty 1195.808070 = -27924746.257214 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (13828.059461 sec): 3 clusters Score: Raw -27728549.068845 + Penalty 2391.616141 = -27726157.452704 nChanged 143705 SP:Iteration 1F (13828.412750 sec): 3 clusters Score: Raw -27816979.056342 + Penalty 2391.616141 = -27814587.440201 nChanged 9758 SP:Iteration 2Q (13828.789265 sec): 3 clusters Score: Raw -27819549.794401 + Penalty 2391.616141 = -27817158.178260 nChanged 10831 SP:Iteration 3Q (13829.165815 sec): 3 clusters Score: Raw -27822907.958568 + Penalty 2391.616141 = -27820516.342427 nChanged 12084 SP:Iteration 4Q (13829.542171 sec): 3 clusters Score: Raw -27827170.865265 + Penalty 2391.616141 = -27824779.249124 nChanged 13376 SP:Iteration 5Q (13829.918360 sec): 3 clusters Score: Raw -27832687.329962 + Penalty 2391.616141 = -27830295.713821 nChanged 14661 SP:Iteration 6F (13830.272229 sec): 3 clusters Score: Raw -27840105.040296 + Penalty 2391.616141 = -27837713.424156 nChanged 16037 SP:Iteration 7F (13830.624869 sec): 3 clusters Score: Raw -27849945.030005 + Penalty 2391.616141 = -27847553.413864 nChanged 16976 SP:Iteration 8F (13830.977872 sec): 3 clusters Score: Raw -27861432.421397 + Penalty 2391.616141 = -27859040.805256 nChanged 16201 SP:Iteration 9F (13831.331082 sec): 3 clusters Score: Raw -27871873.404791 + Penalty 2391.616141 = -27869481.788651 nChanged 13862 SP:Iteration 10Q (13831.701670 sec): 3 clusters Score: Raw -27878655.560227 + Penalty 2391.616141 = -27876263.944086 nChanged 9606 SP:Iteration 11Q (13832.069052 sec): 3 clusters Score: Raw -27882148.263995 + Penalty 2391.616141 = -27879756.647854 nChanged 6781 SP:Iteration 12Q (13832.433762 sec): 3 clusters Score: Raw -27884425.012483 + Penalty 2391.616141 = -27882033.396342 nChanged 5758 SP:Iteration 13Q (13832.796628 sec): 3 clusters Score: Raw -27886495.211369 + Penalty 2391.616141 = -27884103.595228 nChanged 5624 SP:Iteration 14Q (13833.159003 sec): 3 clusters Score: Raw -27888652.343365 + Penalty 2391.616141 = -27886260.727224 nChanged 5808 SP:Iteration 15Q (13833.519587 sec): 3 clusters Score: Raw -27890973.523946 + Penalty 2391.616141 = -27888581.907805 nChanged 5877 SP:Iteration 16Q (13833.880112 sec): 3 clusters Score: Raw -27893422.748549 + Penalty 2391.616141 = -27891031.132408 nChanged 5885 SP:Iteration 17Q (13834.239185 sec): 3 clusters Score: Raw -27895951.533372 + Penalty 2391.616141 = -27893559.917232 nChanged 5773 SP:Iteration 18Q (13834.596121 sec): 3 clusters Score: Raw -27898409.492759 + Penalty 2391.616141 = -27896017.876618 nChanged 5510 SP:Iteration 19Q (13834.969922 sec): 3 clusters Score: Raw -27900782.922573 + Penalty 2391.616141 = -27898391.306432 nChanged 5269 SP:Iteration 20F (13835.325669 sec): 3 clusters Score: Raw -27902953.946103 + Penalty 2391.616141 = -27900562.329962 nChanged 4882 SP:Iteration 21Q (13835.680616 sec): 3 clusters Score: Raw -27904881.495980 + Penalty 2391.616141 = -27902489.879839 nChanged 4597 SP:Iteration 22Q (13836.032929 sec): 3 clusters Score: Raw -27906576.524923 + Penalty 2391.616141 = -27904184.908782 nChanged 4151 SP:Iteration 23Q (13836.382514 sec): 3 clusters Score: Raw -27908028.689858 + Penalty 2391.616141 = -27905637.073717 nChanged 3886 SP:Iteration 24Q (13836.728649 sec): 3 clusters Score: Raw -27909298.229715 + Penalty 2391.616141 = -27906906.613574 nChanged 3638 SP:Iteration 25Q (13837.071997 sec): 3 clusters Score: Raw -27910410.583987 + Penalty 2391.616141 = -27908018.967846 nChanged 3453 SP:Iteration 26Q (13837.412455 sec): 3 clusters Score: Raw -27911394.114198 + Penalty 2391.616141 = -27909002.498057 nChanged 3290 SP:Iteration 27Q (13837.752622 sec): 3 clusters Score: Raw -27912281.600051 + Penalty 2391.616141 = -27909889.983910 nChanged 3106 SP:Iteration 28Q (13838.089462 sec): 3 clusters Score: Raw -27913083.749976 + Penalty 2391.616141 = -27910692.133835 nChanged 2948 SP:Iteration 29Q (13838.422037 sec): 3 clusters Score: Raw -27913785.513170 + Penalty 2391.616141 = -27911393.897029 nChanged 2732 SP:Iteration 30Q (13838.754549 sec): 3 clusters Score: Raw -27914399.436040 + Penalty 2391.616141 = -27912007.819900 nChanged 2652 SP:Iteration 31Q (13839.083226 sec): 3 clusters Score: Raw -27914980.523051 + Penalty 2391.616141 = -27912588.906910 nChanged 2499 SP:Iteration 32Q (13839.410003 sec): 3 clusters Score: Raw -27915509.080310 + Penalty 2391.616141 = -27913117.464170 nChanged 2422 SP:Iteration 33Q (13839.735215 sec): 3 clusters Score: Raw -27916004.762744 + Penalty 2391.616141 = -27913613.146603 nChanged 2316 SP:Iteration 34Q (13840.059114 sec): 3 clusters Score: Raw -27916468.386660 + Penalty 2391.616141 = -27914076.770519 nChanged 2232 SP:Iteration 35Q (13840.381702 sec): 3 clusters Score: Raw -27916917.166167 + Penalty 2391.616141 = -27914525.550027 nChanged 2121 SP:Iteration 36Q (13840.720998 sec): 3 clusters Score: Raw -27917322.786898 + Penalty 2391.616141 = -27914931.170758 nChanged 1987 SP:Iteration 37Q (13841.040318 sec): 3 clusters Score: Raw -27917686.590911 + Penalty 2391.616141 = -27915294.974770 nChanged 1910 SP:Iteration 38Q (13841.359091 sec): 3 clusters Score: Raw -27918017.677573 + Penalty 2391.616141 = -27915626.061432 nChanged 1812 SP:Iteration 39Q (13841.677004 sec): 3 clusters Score: Raw -27918321.412499 + Penalty 2391.616141 = -27915929.796358 nChanged 1651 SP:Iteration 40F (13842.033674 sec): 3 clusters Score: Raw -27918584.384779 + Penalty 2391.616141 = -27916192.768638 nChanged 1552 SP:Iteration 41Q (13842.359913 sec): 3 clusters Score: Raw -27918819.262732 + Penalty 2391.616141 = -27916427.646591 nChanged 1438 SP:Iteration 42Q (13842.685669 sec): 3 clusters Score: Raw -27919031.026944 + Penalty 2391.616141 = -27916639.410803 nChanged 1421 SP:Iteration 43Q (13843.010582 sec): 3 clusters Score: Raw -27919235.010336 + Penalty 2391.616141 = -27916843.394196 nChanged 1305 SP:Iteration 44Q (13843.334612 sec): 3 clusters Score: Raw -27919409.291374 + Penalty 2391.616141 = -27917017.675233 nChanged 1220 SP:Iteration 45Q (13843.657718 sec): 3 clusters Score: Raw -27919570.099943 + Penalty 2391.616141 = -27917178.483802 nChanged 1192 SP:Iteration 46Q (13843.980246 sec): 3 clusters Score: Raw -27919729.248958 + Penalty 2391.616141 = -27917337.632817 nChanged 1203 SP:Iteration 47Q (13844.301830 sec): 3 clusters Score: Raw -27919889.494260 + Penalty 2391.616141 = -27917497.878119 nChanged 1126 SP:Iteration 48Q (13844.622654 sec): 3 clusters Score: Raw -27920033.630217 + Penalty 2391.616141 = -27917642.014076 nChanged 1055 SP:Iteration 49Q (13844.942796 sec): 3 clusters Score: Raw -27920162.391679 + Penalty 2391.616141 = -27917770.775538 nChanged 1024 SP:Iteration 50Q (13845.281412 sec): 3 clusters Score: Raw -27920281.980653 + Penalty 2391.616141 = -27917890.364513 nChanged 954 SP:Iteration 51Q (13845.610971 sec): 3 clusters Score: Raw -27920390.270186 + Penalty 2391.616141 = -27917998.654045 nChanged 897 SP:Iteration 52Q (13845.929293 sec): 3 clusters Score: Raw -27920489.652769 + Penalty 2391.616141 = -27918098.036629 nChanged 892 SP:Iteration 53Q (13846.246351 sec): 3 clusters Score: Raw -27920590.348641 + Penalty 2391.616141 = -27918198.732500 nChanged 871 SP:Iteration 54Q (13846.563264 sec): 3 clusters Score: Raw -27920687.871176 + Penalty 2391.616141 = -27918296.255035 nChanged 842 SP:Iteration 55Q (13846.879674 sec): 3 clusters Score: Raw -27920778.162627 + Penalty 2391.616141 = -27918386.546486 nChanged 765 SP:Iteration 56Q (13847.195217 sec): 3 clusters Score: Raw -27920859.135257 + Penalty 2391.616141 = -27918467.519116 nChanged 770 SP:Iteration 57Q (13847.510285 sec): 3 clusters Score: Raw -27920941.634552 + Penalty 2391.616141 = -27918550.018411 nChanged 749 SP:Iteration 58Q (13847.825049 sec): 3 clusters Score: Raw -27921019.372849 + Penalty 2391.616141 = -27918627.756708 nChanged 740 SP:Iteration 59Q (13848.139017 sec): 3 clusters Score: Raw -27921092.946857 + Penalty 2391.616141 = -27918701.330716 nChanged 721 SP:Iteration 60F (13848.490036 sec): 3 clusters Score: Raw -27921164.288671 + Penalty 2391.616141 = -27918772.672530 nChanged 706 SP:Iteration 61Q (13848.803708 sec): 3 clusters Score: Raw -27921235.539882 + Penalty 2391.616141 = -27918843.923741 nChanged 698 SP:Iteration 62Q (13849.116225 sec): 3 clusters Score: Raw -27921303.420703 + Penalty 2391.616141 = -27918911.804562 nChanged 682 SP:Iteration 63Q (13849.428643 sec): 3 clusters Score: Raw -27921370.232380 + Penalty 2391.616141 = -27918978.616239 nChanged 641 SP:Iteration 64Q (13849.740070 sec): 3 clusters Score: Raw -27921431.038156 + Penalty 2391.616141 = -27919039.422016 nChanged 626 SP:Iteration 65Q (13850.051386 sec): 3 clusters Score: Raw -27921489.627229 + Penalty 2391.616141 = -27919098.011088 nChanged 566 SP:Iteration 66Q (13850.362128 sec): 3 clusters Score: Raw -27921539.078328 + Penalty 2391.616141 = -27919147.462187 nChanged 544 SP:Iteration 67Q (13850.672797 sec): 3 clusters Score: Raw -27921586.733464 + Penalty 2391.616141 = -27919195.117323 nChanged 501 SP:Iteration 68Q (13850.982917 sec): 3 clusters Score: Raw -27921627.482392 + Penalty 2391.616141 = -27919235.866251 nChanged 484 SP:Iteration 69Q (13851.293040 sec): 3 clusters Score: Raw -27921667.017753 + Penalty 2391.616141 = -27919275.401612 nChanged 507 SP:Iteration 70Q (13851.602549 sec): 3 clusters Score: Raw -27921708.789155 + Penalty 2391.616141 = -27919317.173015 nChanged 500 SP:Iteration 71Q (13851.912893 sec): 3 clusters Score: Raw -27921749.315937 + Penalty 2391.616141 = -27919357.699796 nChanged 511 SP:Iteration 72Q (13852.221736 sec): 3 clusters Score: Raw -27921791.780906 + Penalty 2391.616141 = -27919400.164765 nChanged 477 SP:Iteration 73Q (13852.530928 sec): 3 clusters Score: Raw -27921831.728488 + Penalty 2391.616141 = -27919440.112347 nChanged 508 SP:Iteration 74Q (13852.839367 sec): 3 clusters Score: Raw -27921876.724360 + Penalty 2391.616141 = -27919485.108219 nChanged 488 SP:Iteration 75Q (13853.147370 sec): 3 clusters Score: Raw -27921918.562303 + Penalty 2391.616141 = -27919526.946162 nChanged 474 SP:Iteration 76Q (13853.455230 sec): 3 clusters Score: Raw -27921956.493219 + Penalty 2391.616141 = -27919564.877078 nChanged 442 SP:Iteration 77Q (13853.762602 sec): 3 clusters Score: Raw -27921991.773541 + Penalty 2391.616141 = -27919600.157401 nChanged 447 SP:Iteration 78Q (13854.073900 sec): 3 clusters Score: Raw -27922027.390269 + Penalty 2391.616141 = -27919635.774128 nChanged 449 SP:Iteration 79Q (13854.381595 sec): 3 clusters Score: Raw -27922062.992047 + Penalty 2391.616141 = -27919671.375906 nChanged 401 SP:Iteration 80F (13854.736230 sec): 3 clusters Score: Raw -27922091.177281 + Penalty 2391.616141 = -27919699.561140 nChanged 350 SP:Iteration 81Q (13855.042133 sec): 3 clusters Score: Raw -27922113.913767 + Penalty 2391.616141 = -27919722.297626 nChanged 355 SP:Iteration 82Q (13855.348202 sec): 3 clusters Score: Raw -27922137.979933 + Penalty 2391.616141 = -27919746.363792 nChanged 385 SP:Iteration 83Q (13855.654003 sec): 3 clusters Score: Raw -27922165.626681 + Penalty 2391.616141 = -27919774.010540 nChanged 379 SP:Iteration 84Q (13855.959875 sec): 3 clusters Score: Raw -27922192.346214 + Penalty 2391.616141 = -27919800.730074 nChanged 351 SP:Iteration 85Q (13856.265257 sec): 3 clusters Score: Raw -27922217.724698 + Penalty 2391.616141 = -27919826.108557 nChanged 387 SP:Iteration 86Q (13856.570759 sec): 3 clusters Score: Raw -27922247.054509 + Penalty 2391.616141 = -27919855.438368 nChanged 393 SP:Iteration 87Q (13856.876288 sec): 3 clusters Score: Raw -27922278.911895 + Penalty 2391.616141 = -27919887.295754 nChanged 389 SP:Iteration 88Q (13857.181303 sec): 3 clusters Score: Raw -27922310.332961 + Penalty 2391.616141 = -27919918.716820 nChanged 394 SP:Iteration 89Q (13857.485864 sec): 3 clusters Score: Raw -27922342.900304 + Penalty 2391.616141 = -27919951.284163 nChanged 407 SP:Iteration 90Q (13857.790649 sec): 3 clusters Score: Raw -27922377.873145 + Penalty 2391.616141 = -27919986.257004 nChanged 399 SP:Iteration 91Q (13858.094814 sec): 3 clusters Score: Raw -27922410.891475 + Penalty 2391.616141 = -27920019.275335 nChanged 400 SP:Iteration 92Q (13858.399820 sec): 3 clusters Score: Raw -27922443.957814 + Penalty 2391.616141 = -27920052.341674 nChanged 368 SP:Iteration 93Q (13858.703153 sec): 3 clusters Score: Raw -27922472.327178 + Penalty 2391.616141 = -27920080.711037 nChanged 355 SP:Iteration 94Q (13859.006496 sec): 3 clusters Score: Raw -27922499.780129 + Penalty 2391.616141 = -27920108.163989 nChanged 354 SP:Iteration 95Q (13859.309549 sec): 3 clusters Score: Raw -27922528.131311 + Penalty 2391.616141 = -27920136.515170 nChanged 345 SP:Iteration 96Q (13859.612807 sec): 3 clusters Score: Raw -27922555.070288 + Penalty 2391.616141 = -27920163.454147 nChanged 362 SP:Iteration 97Q (13859.915571 sec): 3 clusters Score: Raw -27922582.636244 + Penalty 2391.616141 = -27920191.020103 nChanged 349 SP:Iteration 98Q (13860.218084 sec): 3 clusters Score: Raw -27922609.701369 + Penalty 2391.616141 = -27920218.085228 nChanged 329 SP:Iteration 99Q (13860.520279 sec): 3 clusters Score: Raw -27922634.401148 + Penalty 2391.616141 = -27920242.785007 nChanged 322 SP:Iteration 100F (13860.873579 sec): 3 clusters Score: Raw -27922658.791413 + Penalty 2391.616141 = -27920267.175273 nChanged 335 SP:Iteration 101Q (13861.175052 sec): 3 clusters Score: Raw -27922684.954213 + Penalty 2391.616141 = -27920293.338072 nChanged 319 SP:Iteration 102Q (13861.476175 sec): 3 clusters Score: Raw -27922708.941734 + Penalty 2391.616141 = -27920317.325593 nChanged 311 SP:Iteration 103Q (13861.777583 sec): 3 clusters Score: Raw -27922732.836316 + Penalty 2391.616141 = -27920341.220175 nChanged 327 SP:Iteration 104Q (13862.078724 sec): 3 clusters Score: Raw -27922757.826675 + Penalty 2391.616141 = -27920366.210534 nChanged 316 SP:Iteration 105Q (13862.379236 sec): 3 clusters Score: Raw -27922781.425271 + Penalty 2391.616141 = -27920389.809130 nChanged 308 SP:Iteration 106Q (13862.679996 sec): 3 clusters Score: Raw -27922805.083313 + Penalty 2391.616141 = -27920413.467172 nChanged 292 SP:Iteration 107Q (13862.980326 sec): 3 clusters Score: Raw -27922825.131375 + Penalty 2391.616141 = -27920433.515234 nChanged 260 SP:Iteration 108Q (13863.280612 sec): 3 clusters Score: Raw -27922843.605275 + Penalty 2391.616141 = -27920451.989135 nChanged 269 SP:Iteration 109Q (13863.580490 sec): 3 clusters Score: Raw -27922861.402862 + Penalty 2391.616141 = -27920469.786721 nChanged 267 SP:Iteration 110Q (13863.880170 sec): 3 clusters Score: Raw -27922879.286326 + Penalty 2391.616141 = -27920487.670185 nChanged 257 SP:Iteration 111Q (13864.179875 sec): 3 clusters Score: Raw -27922897.669057 + Penalty 2391.616141 = -27920506.052916 nChanged 267 SP:Iteration 112Q (13864.478610 sec): 3 clusters Score: Raw -27922916.678131 + Penalty 2391.616141 = -27920525.061991 nChanged 257 SP:Iteration 113Q (13864.779214 sec): 3 clusters Score: Raw -27922934.810875 + Penalty 2391.616141 = -27920543.194734 nChanged 268 SP:Iteration 114Q (13865.078152 sec): 3 clusters Score: Raw -27922953.084077 + Penalty 2391.616141 = -27920561.467936 nChanged 241 SP:Iteration 115Q (13865.377337 sec): 3 clusters Score: Raw -27922968.313824 + Penalty 2391.616141 = -27920576.697683 nChanged 227 SP:Iteration 116Q (13865.676203 sec): 3 clusters Score: Raw -27922982.699378 + Penalty 2391.616141 = -27920591.083238 nChanged 213 SP:Iteration 117Q (13865.974999 sec): 3 clusters Score: Raw -27922996.068462 + Penalty 2391.616141 = -27920604.452321 nChanged 214 SP:Iteration 118Q (13866.273527 sec): 3 clusters Score: Raw -27923010.900746 + Penalty 2391.616141 = -27920619.284606 nChanged 243 SP:Iteration 119Q (13866.571832 sec): 3 clusters Score: Raw -27923027.807676 + Penalty 2391.616141 = -27920636.191535 nChanged 233 SP:Iteration 120F (13866.924850 sec): 3 clusters Score: Raw -27923042.952420 + Penalty 2391.616141 = -27920651.336280 nChanged 225 SP:Iteration 121Q (13867.221302 sec): 3 clusters Score: Raw -27923058.231599 + Penalty 2391.616141 = -27920666.615458 nChanged 232 SP:Iteration 122Q (13867.519369 sec): 3 clusters Score: Raw -27923075.791508 + Penalty 2391.616141 = -27920684.175367 nChanged 256 SP:Iteration 123Q (13867.818683 sec): 3 clusters Score: Raw -27923097.422368 + Penalty 2391.616141 = -27920705.806228 nChanged 259 SP:Iteration 124Q (13868.115545 sec): 3 clusters Score: Raw -27923118.638358 + Penalty 2391.616141 = -27920727.022217 nChanged 267 SP:Iteration 125Q (13868.413226 sec): 3 clusters Score: Raw -27923141.868786 + Penalty 2391.616141 = -27920750.252645 nChanged 300 SP:Iteration 126Q (13868.710486 sec): 3 clusters Score: Raw -27923172.569953 + Penalty 2391.616141 = -27920780.953812 nChanged 333 SP:Iteration 127Q (13869.008060 sec): 3 clusters Score: Raw -27923206.452946 + Penalty 2391.616141 = -27920814.836806 nChanged 319 SP:Iteration 128Q (13869.305016 sec): 3 clusters Score: Raw -27923238.433040 + Penalty 2391.616141 = -27920846.816899 nChanged 311 SP:Iteration 129Q (13869.602329 sec): 3 clusters Score: Raw -27923271.305372 + Penalty 2391.616141 = -27920879.689231 nChanged 350 SP:Iteration 130Q (13869.899010 sec): 3 clusters Score: Raw -27923309.655904 + Penalty 2391.616141 = -27920918.039763 nChanged 361 SP:Iteration 131Q (13870.192080 sec): 3 clusters Score: Raw -27923350.944797 + Penalty 2391.616141 = -27920959.328656 nChanged 386 SP:Iteration 132Q (13870.489878 sec): 3 clusters Score: Raw -27923397.780760 + Penalty 2391.616141 = -27921006.164619 nChanged 372 SP:Iteration 133Q (13870.785741 sec): 3 clusters Score: Raw -27923443.632737 + Penalty 2391.616141 = -27921052.016596 nChanged 374 SP:Iteration 134Q (13871.082320 sec): 3 clusters Score: Raw -27923489.294088 + Penalty 2391.616141 = -27921097.677947 nChanged 380 SP:Iteration 135Q (13871.377966 sec): 3 clusters Score: Raw -27923539.483428 + Penalty 2391.616141 = -27921147.867288 nChanged 402 SP:Iteration 136Q (13871.673321 sec): 3 clusters Score: Raw -27923594.799968 + Penalty 2391.616141 = -27921203.183828 nChanged 409 SP:Iteration 137Q (13871.968256 sec): 3 clusters Score: Raw -27923650.444551 + Penalty 2391.616141 = -27921258.828410 nChanged 399 SP:Iteration 138Q (13872.263023 sec): 3 clusters Score: Raw -27923701.639944 + Penalty 2391.616141 = -27921310.023803 nChanged 389 SP:Iteration 139Q (13872.557114 sec): 3 clusters Score: Raw -27923751.763705 + Penalty 2391.616141 = -27921360.147564 nChanged 378 SP:Iteration 140F (13872.911102 sec): 3 clusters Score: Raw -27923796.867500 + Penalty 2391.616141 = -27921405.251359 nChanged 378 SP:Iteration 141Q (13873.205004 sec): 3 clusters Score: Raw -27923843.044723 + Penalty 2391.616141 = -27921451.428582 nChanged 369 SP:Iteration 142Q (13873.498361 sec): 3 clusters Score: Raw -27923890.190904 + Penalty 2391.616141 = -27921498.574763 nChanged 372 SP:Iteration 143Q (13873.791427 sec): 3 clusters Score: Raw -27923936.308931 + Penalty 2391.616141 = -27921544.692791 nChanged 361 SP:Iteration 144Q (13874.084753 sec): 3 clusters Score: Raw -27923980.829834 + Penalty 2391.616141 = -27921589.213693 nChanged 365 SP:Iteration 145Q (13874.378470 sec): 3 clusters Score: Raw -27924026.853297 + Penalty 2391.616141 = -27921635.237156 nChanged 364 SP:Iteration 146Q (13874.670792 sec): 3 clusters Score: Raw -27924075.142285 + Penalty 2391.616141 = -27921683.526145 nChanged 391 SP:Iteration 147Q (13874.963143 sec): 3 clusters Score: Raw -27924136.375102 + Penalty 2391.616141 = -27921744.758961 nChanged 452 SP:Iteration 148Q (13875.255050 sec): 3 clusters Score: Raw -27924212.475711 + Penalty 2391.616141 = -27921820.859571 nChanged 434 SP:Iteration 149Q (13875.546579 sec): 3 clusters Score: Raw -27924284.269613 + Penalty 2391.616141 = -27921892.653472 nChanged 427 SP:Iteration 150Q (13875.838258 sec): 3 clusters Score: Raw -27924356.220544 + Penalty 2391.616141 = -27921964.604403 nChanged 440 SP:Iteration 151Q (13876.129705 sec): 3 clusters Score: Raw -27924434.821712 + Penalty 2391.616141 = -27922043.205571 nChanged 423 SP:Iteration 152Q (13876.416976 sec): 3 clusters Score: Raw -27924511.034323 + Penalty 2391.616141 = -27922119.418182 nChanged 455 SP:Iteration 153Q (13876.703866 sec): 3 clusters Score: Raw -27924597.612699 + Penalty 2391.616141 = -27922205.996558 nChanged 440 SP:Iteration 154Q (13876.990625 sec): 3 clusters Score: Raw -27924682.320820 + Penalty 2391.616141 = -27922290.704679 nChanged 415 SP:Iteration 155Q (13877.280054 sec): 3 clusters Score: Raw -27924760.730439 + Penalty 2391.616141 = -27922369.114299 nChanged 400 SP:Iteration 156Q (13877.566393 sec): 3 clusters Score: Raw -27924835.805448 + Penalty 2391.616141 = -27922444.189307 nChanged 381 SP:Iteration 157Q (13877.852677 sec): 3 clusters Score: Raw -27924908.174826 + Penalty 2391.616141 = -27922516.558685 nChanged 397 SP:Iteration 158Q (13878.138587 sec): 3 clusters Score: Raw -27924991.371611 + Penalty 2391.616141 = -27922599.755470 nChanged 396 SP:Iteration 159Q (13878.424443 sec): 3 clusters Score: Raw -27925083.682685 + Penalty 2391.616141 = -27922692.066544 nChanged 405 SP:Iteration 160F (13878.773229 sec): 3 clusters Score: Raw -27925180.859086 + Penalty 2391.616141 = -27922789.242945 nChanged 371 SP:Iteration 161Q (13879.058714 sec): 3 clusters Score: Raw -27925267.868274 + Penalty 2391.616141 = -27922876.252134 nChanged 328 SP:Iteration 162Q (13879.343982 sec): 3 clusters Score: Raw -27925347.001083 + Penalty 2391.616141 = -27922955.384943 nChanged 321 SP:Iteration 163Q (13879.625705 sec): 3 clusters Score: Raw -27925414.816837 + Penalty 2391.616141 = -27923023.200696 nChanged 276 SP:Iteration 164Q (13879.910691 sec): 3 clusters Score: Raw -27925473.830200 + Penalty 2391.616141 = -27923082.214059 nChanged 263 SP:Iteration 165Q (13880.195437 sec): 3 clusters Score: Raw -27925530.174346 + Penalty 2391.616141 = -27923138.558205 nChanged 239 SP:Iteration 166Q (13880.480336 sec): 3 clusters Score: Raw -27925582.321735 + Penalty 2391.616141 = -27923190.705595 nChanged 203 SP:Iteration 167Q (13880.765039 sec): 3 clusters Score: Raw -27925630.070028 + Penalty 2391.616141 = -27923238.453887 nChanged 178 SP:Iteration 168Q (13881.049525 sec): 3 clusters Score: Raw -27925671.959730 + Penalty 2391.616141 = -27923280.343589 nChanged 186 SP:Iteration 169Q (13881.334048 sec): 3 clusters Score: Raw -27925718.168688 + Penalty 2391.616141 = -27923326.552547 nChanged 182 SP:Iteration 170Q (13881.618797 sec): 3 clusters Score: Raw -27925764.828647 + Penalty 2391.616141 = -27923373.212506 nChanged 197 SP:Iteration 171Q (13881.902904 sec): 3 clusters Score: Raw -27925821.766630 + Penalty 2391.616141 = -27923430.150489 nChanged 175 SP:Iteration 172Q (13882.187220 sec): 3 clusters Score: Raw -27925869.772372 + Penalty 2391.616141 = -27923478.156231 nChanged 149 SP:Iteration 173Q (13882.471412 sec): 3 clusters Score: Raw -27925908.864541 + Penalty 2391.616141 = -27923517.248400 nChanged 134 SP:Iteration 174Q (13882.755503 sec): 3 clusters Score: Raw -27925956.175031 + Penalty 2391.616141 = -27923564.558890 nChanged 150 SP:Iteration 175Q (13883.039625 sec): 3 clusters Score: Raw -27926008.794625 + Penalty 2391.616141 = -27923617.178484 nChanged 139 SP:Iteration 176Q (13883.323486 sec): 3 clusters Score: Raw -27926054.097747 + Penalty 2391.616141 = -27923662.481606 nChanged 121 SP:Iteration 177Q (13883.607695 sec): 3 clusters Score: Raw -27926088.334121 + Penalty 2391.616141 = -27923696.717980 nChanged 97 SP:Iteration 178Q (13883.893210 sec): 3 clusters Score: Raw -27926113.210129 + Penalty 2391.616141 = -27923721.593989 nChanged 76 SP:Iteration 179Q (13884.178497 sec): 3 clusters Score: Raw -27926132.464169 + Penalty 2391.616141 = -27923740.848028 nChanged 72 SP:Iteration 180F (13884.526662 sec): 3 clusters Score: Raw -27926149.775058 + Penalty 2391.616141 = -27923758.158917 nChanged 63 SP:Iteration 181Q (13884.810212 sec): 3 clusters Score: Raw -27926165.637564 + Penalty 2391.616141 = -27923774.021423 nChanged 55 SP:Iteration 182Q (13885.093886 sec): 3 clusters Score: Raw -27926178.279444 + Penalty 2391.616141 = -27923786.663303 nChanged 49 SP:Iteration 183Q (13885.377603 sec): 3 clusters Score: Raw -27926188.540117 + Penalty 2391.616141 = -27923796.923976 nChanged 42 SP:Iteration 184Q (13885.661007 sec): 3 clusters Score: Raw -27926198.602601 + Penalty 2391.616141 = -27923806.986461 nChanged 48 SP:Iteration 185Q (13885.947078 sec): 3 clusters Score: Raw -27926208.468284 + Penalty 2391.616141 = -27923816.852143 nChanged 40 SP:Iteration 186Q (13886.231895 sec): 3 clusters Score: Raw -27926216.423277 + Penalty 2391.616141 = -27923824.807136 nChanged 35 SP:Iteration 187Q (13886.515453 sec): 3 clusters Score: Raw -27926222.846827 + Penalty 2391.616141 = -27923831.230686 nChanged 27 SP:Iteration 188Q (13886.800264 sec): 3 clusters Score: Raw -27926228.926333 + Penalty 2391.616141 = -27923837.310192 nChanged 27 SP:Iteration 189Q (13887.085318 sec): 3 clusters Score: Raw -27926234.159309 + Penalty 2391.616141 = -27923842.543169 nChanged 20 SP:Iteration 190Q (13887.370063 sec): 3 clusters Score: Raw -27926237.198094 + Penalty 2391.616141 = -27923845.581953 nChanged 16 SP:Iteration 191Q (13887.653525 sec): 3 clusters Score: Raw -27926239.504509 + Penalty 2391.616141 = -27923847.888368 nChanged 9 SP:Iteration 192Q (13887.937135 sec): 3 clusters Score: Raw -27926240.493232 + Penalty 2391.616141 = -27923848.877091 nChanged 6 SP:Iteration 193Q (13888.220870 sec): 3 clusters Score: Raw -27926241.231894 + Penalty 2391.616141 = -27923849.615754 nChanged 6 SP:Iteration 194Q (13888.504314 sec): 3 clusters Score: Raw -27926241.815106 + Penalty 2391.616141 = -27923850.198966 nChanged 4 SP:Iteration 195Q (13888.787769 sec): 3 clusters Score: Raw -27926242.083830 + Penalty 2391.616141 = -27923850.467690 nChanged 3 SP:Iteration 196Q (13889.071356 sec): 3 clusters Score: Raw -27926242.420835 + Penalty 2391.616141 = -27923850.804694 nChanged 3 SP:Iteration 197Q (13889.354764 sec): 3 clusters Score: Raw -27926243.154922 + Penalty 2391.616141 = -27923851.538781 nChanged 7 SP:Iteration 198Q (13889.638533 sec): 3 clusters Score: Raw -27926243.774522 + Penalty 2391.616141 = -27923852.158381 nChanged 3 SP:Iteration 199Q (13889.923590 sec): 3 clusters Score: Raw -27926244.187503 + Penalty 2391.616141 = -27923852.571363 nChanged 2 SP:Iteration 200F (13890.273225 sec): 3 clusters Score: Raw -27926244.433316 + Penalty 2391.616141 = -27923852.817175 nChanged 4 SP:Iteration 201Q (13890.556939 sec): 3 clusters Score: Raw -27926245.134276 + Penalty 2391.616141 = -27923853.518135 nChanged 8 SP:Iteration 202Q (13890.840317 sec): 3 clusters Score: Raw -27926246.830889 + Penalty 2391.616141 = -27923855.214749 nChanged 14 SP:Iteration 203Q (13891.123849 sec): 3 clusters Score: Raw -27926249.200973 + Penalty 2391.616141 = -27923857.584832 nChanged 13 SP:Iteration 204Q (13891.407366 sec): 3 clusters Score: Raw -27926251.502925 + Penalty 2391.616141 = -27923859.886785 nChanged 9 SP:Iteration 205Q (13891.690983 sec): 3 clusters Score: Raw -27926252.936880 + Penalty 2391.616141 = -27923861.320739 nChanged 7 SP:Iteration 206Q (13891.974394 sec): 3 clusters Score: Raw -27926253.613210 + Penalty 2391.616141 = -27923861.997069 nChanged 4 SP:Iteration 207Q (13892.257906 sec): 3 clusters Score: Raw -27926254.226653 + Penalty 2391.616141 = -27923862.610512 nChanged 3 SP:Iteration 208Q (13892.541492 sec): 3 clusters Score: Raw -27926254.582759 + Penalty 2391.616141 = -27923862.966618 nChanged 3 SP:Iteration 209Q (13892.824878 sec): 3 clusters Score: Raw -27926255.025656 + Penalty 2391.616141 = -27923863.409515 nChanged 4 SP:Iteration 210Q (13893.109386 sec): 3 clusters Score: Raw -27926256.016344 + Penalty 2391.616141 = -27923864.400203 nChanged 9 SP:Iteration 211Q (13893.392838 sec): 3 clusters Score: Raw -27926257.831405 + Penalty 2391.616141 = -27923866.215264 nChanged 13 SP:Iteration 212Q (13893.676266 sec): 3 clusters Score: Raw -27926259.809617 + Penalty 2391.616141 = -27923868.193476 nChanged 9 SP:Iteration 213Q (13893.959834 sec): 3 clusters Score: Raw -27926260.805553 + Penalty 2391.616141 = -27923869.189412 nChanged 5 SP:Iteration 214Q (13894.243169 sec): 3 clusters Score: Raw -27926261.413793 + Penalty 2391.616141 = -27923869.797652 nChanged 4 SP:Iteration 215Q (13894.526647 sec): 3 clusters Score: Raw -27926261.997220 + Penalty 2391.616141 = -27923870.381079 nChanged 7 SP:Iteration 216Q (13894.810037 sec): 3 clusters Score: Raw -27926263.474293 + Penalty 2391.616141 = -27923871.858153 nChanged 8 SP:Iteration 217Q (13895.093486 sec): 3 clusters Score: Raw -27926264.399916 + Penalty 2391.616141 = -27923872.783775 nChanged 6 SP:Iteration 218Q (13895.377050 sec): 3 clusters Score: Raw -27926265.175636 + Penalty 2391.616141 = -27923873.559495 nChanged 9 SP:Iteration 219Q (13895.660557 sec): 3 clusters Score: Raw -27926266.583027 + Penalty 2391.616141 = -27923874.966886 nChanged 6 SP:Iteration 220F (13896.010365 sec): 3 clusters Score: Raw -27926267.439465 + Penalty 2391.616141 = -27923875.823324 nChanged 10 SP:Iteration 221Q (13896.295523 sec): 3 clusters Score: Raw -27926269.548301 + Penalty 2391.616141 = -27923877.932160 nChanged 14 SP:Iteration 222Q (13896.580514 sec): 3 clusters Score: Raw -27926272.969894 + Penalty 2391.616141 = -27923881.353753 nChanged 16 SP:Iteration 223Q (13896.865594 sec): 3 clusters Score: Raw -27926275.846157 + Penalty 2391.616141 = -27923884.230016 nChanged 9 SP:Iteration 224Q (13897.148877 sec): 3 clusters Score: Raw -27926277.301272 + Penalty 2391.616141 = -27923885.685131 nChanged 11 SP:Iteration 225Q (13897.432321 sec): 3 clusters Score: Raw -27926279.523777 + Penalty 2391.616141 = -27923887.907636 nChanged 9 SP:Iteration 226Q (13897.715690 sec): 3 clusters Score: Raw -27926280.997011 + Penalty 2391.616141 = -27923889.380871 nChanged 7 SP:Iteration 227Q (13897.999246 sec): 3 clusters Score: Raw -27926283.092731 + Penalty 2391.616141 = -27923891.476590 nChanged 11 SP:Iteration 228Q (13898.282668 sec): 3 clusters Score: Raw -27926286.955257 + Penalty 2391.616141 = -27923895.339116 nChanged 11 SP:Iteration 229Q (13898.566110 sec): 3 clusters Score: Raw -27926289.021255 + Penalty 2391.616141 = -27923897.405114 nChanged 9 SP:Iteration 230Q (13898.849441 sec): 3 clusters Score: Raw -27926290.963795 + Penalty 2391.616141 = -27923899.347654 nChanged 3 SP:Iteration 231Q (13899.133095 sec): 3 clusters Score: Raw -27926291.418046 + Penalty 2391.616141 = -27923899.801905 nChanged 2 SP:Iteration 232Q (13899.418483 sec): 3 clusters Score: Raw -27926291.891856 + Penalty 2391.616141 = -27923900.275715 nChanged 3 SP:Iteration 233Q (13899.703257 sec): 3 clusters Score: Raw -27926292.364788 + Penalty 2391.616141 = -27923900.748648 nChanged 3 SP:Iteration 234Q (13899.987925 sec): 3 clusters Score: Raw -27926292.829263 + Penalty 2391.616141 = -27923901.213122 nChanged 4 SP:Iteration 235Q (13900.271318 sec): 3 clusters Score: Raw -27926293.573555 + Penalty 2391.616141 = -27923901.957414 nChanged 1 SP:Iteration 236Q (13900.554786 sec): 3 clusters Score: Raw -27926293.866017 + Penalty 2391.616141 = -27923902.249876 nChanged 1 SP:Iteration 237Q (13900.838192 sec): 3 clusters Score: Raw -27926294.045976 + Penalty 2391.616141 = -27923902.429835 nChanged 0 SP:Iteration 238F (13901.187985 sec): 3 clusters Score: Raw -27926294.045976 + Penalty 2391.616141 = -27923902.429835 nChanged 0 Iteration 299Q (13909.874488 sec): 39 clusters Score: Raw -89557530.567692 + Penalty 49805.239891 = -89507725.327801 nChanged 642 Iteration 300F (13927.738222 sec): 39 clusters Score: Raw -89557570.792842 + Penalty 49805.239891 = -89507765.552951 nChanged 684 Iteration 301Q (13936.438391 sec): 39 clusters Score: Raw -89557608.416950 + Penalty 49805.239891 = -89507803.177059 nChanged 668 Iteration 302Q (13945.137373 sec): 39 clusters Score: Raw -89557645.170516 + Penalty 49805.239891 = -89507839.930625 nChanged 611 Iteration 303Q (13953.835165 sec): 39 clusters Score: Raw -89557677.781402 + Penalty 49805.239891 = -89507872.541511 nChanged 586 Iteration 304Q (13962.536655 sec): 39 clusters Score: Raw -89557708.036717 + Penalty 49805.239891 = -89507902.796826 nChanged 539 Iteration 305Q (13971.249800 sec): 39 clusters Score: Raw -89557737.347980 + Penalty 49805.239891 = -89507932.108089 nChanged 547 Iteration 306Q (13979.947518 sec): 39 clusters Score: Raw -89557765.302783 + Penalty 49805.239891 = -89507960.062892 nChanged 557 Iteration 307Q (13988.637523 sec): 39 clusters Score: Raw -89557793.511758 + Penalty 49805.239891 = -89507988.271867 nChanged 563 Iteration 308Q (13997.353566 sec): 39 clusters Score: Raw -89557822.195933 + Penalty 49805.239891 = -89508016.956042 nChanged 553 Iteration 309Q (14006.070783 sec): 39 clusters Score: Raw -89557849.991775 + Penalty 49805.239891 = -89508044.751884 nChanged 545 Iteration 310Q (14014.786991 sec): 39 clusters Score: Raw -89557875.779254 + Penalty 49805.239891 = -89508070.539363 nChanged 518 Iteration 311Q (14023.478724 sec): 39 clusters Score: Raw -89557899.636563 + Penalty 49805.239891 = -89508094.396672 nChanged 518 Iteration 312Q (14032.168263 sec): 39 clusters Score: Raw -89557924.630948 + Penalty 49805.239891 = -89508119.391057 nChanged 558 Iteration 313Q (14040.857933 sec): 39 clusters Score: Raw -89557953.983173 + Penalty 49805.239891 = -89508148.743282 nChanged 572 Iteration 314Q (14049.546695 sec): 39 clusters Score: Raw -89557982.585047 + Penalty 49805.239891 = -89508177.345156 nChanged 552 Iteration 315Q (14058.237784 sec): 39 clusters Score: Raw -89558009.809634 + Penalty 49805.239891 = -89508204.569743 nChanged 525 Iteration 316Q (14066.932447 sec): 39 clusters Score: Raw -89558035.308540 + Penalty 49805.239891 = -89508230.068649 nChanged 529 Iteration 317Q (14075.637785 sec): 39 clusters Score: Raw -89558058.005488 + Penalty 49805.239891 = -89508252.765597 nChanged 522 Iteration 318Q (14084.317131 sec): 39 clusters Score: Raw -89558080.329877 + Penalty 49805.239891 = -89508275.089986 nChanged 491 Iteration 319Q (14093.004466 sec): 39 clusters Score: Raw -89558100.673462 + Penalty 49805.239891 = -89508295.433571 nChanged 459 Iteration 320F (14110.834404 sec): 39 clusters Score: Raw -89558120.200496 + Penalty 49805.239891 = -89508314.960605 nChanged 487 Iteration 321Q (14119.555099 sec): 39 clusters Score: Raw -89558139.903370 + Penalty 49805.239891 = -89508334.663479 nChanged 496 Iteration 322Q (14128.249001 sec): 39 clusters Score: Raw -89558159.948202 + Penalty 49805.239891 = -89508354.708311 nChanged 459 Iteration 323Q (14136.939383 sec): 39 clusters Score: Raw -89558178.977630 + Penalty 49805.239891 = -89508373.737739 nChanged 453 Iteration 324Q (14145.633076 sec): 39 clusters Score: Raw -89558198.760849 + Penalty 49805.239891 = -89508393.520958 nChanged 410 Iteration 325Q (14154.323797 sec): 39 clusters Score: Raw -89558214.593446 + Penalty 49805.239891 = -89508409.353555 nChanged 425 Iteration 326Q (14163.028901 sec): 39 clusters Score: Raw -89558231.429325 + Penalty 49805.239891 = -89508426.189434 nChanged 411 Iteration 327Q (14171.716617 sec): 39 clusters Score: Raw -89558248.638424 + Penalty 49805.239891 = -89508443.398533 nChanged 399 Iteration 328Q (14180.407036 sec): 39 clusters Score: Raw -89558263.323789 + Penalty 49805.239891 = -89508458.083898 nChanged 372 Iteration 329Q (14189.099626 sec): 39 clusters Score: Raw -89558277.436758 + Penalty 49805.239891 = -89508472.196867 nChanged 374 Iteration 330Q (14197.792677 sec): 39 clusters Score: Raw -89558292.943105 + Penalty 49805.239891 = -89508487.703214 nChanged 402 Iteration 331Q (14206.487549 sec): 39 clusters Score: Raw -89558308.973402 + Penalty 49805.239891 = -89508503.733511 nChanged 386 Iteration 332Q (14215.184793 sec): 39 clusters Score: Raw -89558322.066495 + Penalty 49805.239891 = -89508516.826604 nChanged 387 Iteration 333Q (14223.908867 sec): 39 clusters Score: Raw -89558334.993989 + Penalty 49805.239891 = -89508529.754098 nChanged 398 Iteration 334Q (14232.601063 sec): 39 clusters Score: Raw -89558348.089698 + Penalty 49805.239891 = -89508542.849807 nChanged 389 Iteration 335Q (14241.291715 sec): 39 clusters Score: Raw -89558360.738715 + Penalty 49805.239891 = -89508555.498824 nChanged 374 Iteration 336Q (14249.993812 sec): 39 clusters Score: Raw -89558374.093596 + Penalty 49805.239891 = -89508568.853705 nChanged 414 Iteration 337Q (14258.706024 sec): 39 clusters Score: Raw -89558389.296547 + Penalty 49805.239891 = -89508584.056656 nChanged 412 Iteration 338Q (14267.386864 sec): 39 clusters Score: Raw -89558406.090589 + Penalty 49805.239891 = -89508600.850698 nChanged 436 Writing temp clu file Because OldScore, -89508584.056656, is greater than current (better) Score,-89508600.850698 Compute initial score before splitting: Score: Raw -89558406.090589 + Penalty 49805.239891 = -89508600.850698 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14267.575859 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14267.580401 sec): 3 clusters Score: Raw -102435.846717 + Penalty 1314.552092 = -101121.294626 nChanged 340 SP:Iteration 1F (14267.584570 sec): 3 clusters Score: Raw -102653.957362 + Penalty 1314.552092 = -101339.405271 nChanged 82 SP:Iteration 2F (14267.588671 sec): 3 clusters Score: Raw -102727.866959 + Penalty 1314.552092 = -101413.314867 nChanged 56 SP:Iteration 3F (14267.592829 sec): 3 clusters Score: Raw -102779.754476 + Penalty 1314.552092 = -101465.202385 nChanged 48 SP:Iteration 4Q (14267.596969 sec): 3 clusters Score: Raw -102819.742796 + Penalty 1314.552092 = -101505.190704 nChanged 32 SP:Iteration 5Q (14267.601089 sec): 3 clusters Score: Raw -102845.635485 + Penalty 1314.552092 = -101531.083393 nChanged 23 SP:Iteration 6Q (14267.605124 sec): 3 clusters Score: Raw -102861.928892 + Penalty 1314.552092 = -101547.376801 nChanged 20 SP:Iteration 7Q (14267.609202 sec): 3 clusters Score: Raw -102874.695574 + Penalty 1314.552092 = -101560.143482 nChanged 18 SP:Iteration 8Q (14267.613295 sec): 3 clusters Score: Raw -102887.219269 + Penalty 1314.552092 = -101572.667177 nChanged 15 SP:Iteration 9Q (14267.617428 sec): 3 clusters Score: Raw -102901.388602 + Penalty 1314.552092 = -101586.836510 nChanged 14 SP:Iteration 10Q (14267.621521 sec): 3 clusters Score: Raw -102912.169366 + Penalty 1314.552092 = -101597.617275 nChanged 8 SP:Iteration 11Q (14267.625596 sec): 3 clusters Score: Raw -102917.201785 + Penalty 1314.552092 = -101602.649693 nChanged 3 SP:Iteration 12Q (14267.629690 sec): 3 clusters Score: Raw -102922.169130 + Penalty 1314.552092 = -101607.617039 nChanged 4 SP:Iteration 13Q (14267.633769 sec): 3 clusters Score: Raw -102925.753309 + Penalty 1314.552092 = -101611.201217 nChanged 6 SP:Iteration 14Q (14267.637811 sec): 3 clusters Score: Raw -102928.897988 + Penalty 1314.552092 = -101614.345897 nChanged 2 SP:Iteration 15Q (14267.641817 sec): 3 clusters Score: Raw -102929.368403 + Penalty 1314.552092 = -101614.816311 nChanged 1 SP:Iteration 16Q (14267.645919 sec): 3 clusters Score: Raw -102929.648410 + Penalty 1314.552092 = -101615.096318 nChanged 1 SP:Iteration 17Q (14267.650007 sec): 3 clusters Score: Raw -102929.786401 + Penalty 1314.552092 = -101615.234310 nChanged 1 SP:Iteration 18Q (14267.654066 sec): 3 clusters Score: Raw -102929.908697 + Penalty 1314.552092 = -101615.356605 nChanged 0 SP:Iteration 19F (14267.658162 sec): 3 clusters Score: Raw -102929.908697 + Penalty 1314.552092 = -101615.356605 nChanged 0 Trying to split cluster 2 (700 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14267.672842 sec): 2 clusters Score: Raw -71215.292087 + Penalty 622.352632 = -70592.939455 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14267.676190 sec): 3 clusters Score: Raw -70950.064981 + Penalty 1244.705264 = -69705.359718 nChanged 206 SP:Iteration 1F (14267.679237 sec): 3 clusters Score: Raw -71088.668194 + Penalty 1244.705264 = -69843.962930 nChanged 53 SP:Iteration 2F (14267.682256 sec): 3 clusters Score: Raw -71129.296455 + Penalty 1244.705264 = -69884.591191 nChanged 24 SP:Iteration 3Q (14267.685284 sec): 3 clusters Score: Raw -71146.854021 + Penalty 1244.705264 = -69902.148757 nChanged 16 SP:Iteration 4Q (14267.688299 sec): 3 clusters Score: Raw -71159.157108 + Penalty 1244.705264 = -69914.451844 nChanged 15 SP:Iteration 5Q (14267.691320 sec): 3 clusters Score: Raw -71169.545616 + Penalty 1244.705264 = -69924.840352 nChanged 13 SP:Iteration 6Q (14267.694326 sec): 3 clusters Score: Raw -71183.144242 + Penalty 1244.705264 = -69938.438979 nChanged 17 SP:Iteration 7Q (14267.697301 sec): 3 clusters Score: Raw -71202.639510 + Penalty 1244.705264 = -69957.934247 nChanged 18 SP:Iteration 8Q (14267.700308 sec): 3 clusters Score: Raw -71224.105304 + Penalty 1244.705264 = -69979.400040 nChanged 16 SP:Iteration 9Q (14267.703313 sec): 3 clusters Score: Raw -71239.944738 + Penalty 1244.705264 = -69995.239474 nChanged 15 SP:Iteration 10Q (14267.706329 sec): 3 clusters Score: Raw -71255.042873 + Penalty 1244.705264 = -70010.337610 nChanged 8 SP:Iteration 11Q (14267.709346 sec): 3 clusters Score: Raw -71265.873729 + Penalty 1244.705264 = -70021.168465 nChanged 6 SP:Iteration 12Q (14267.712309 sec): 3 clusters Score: Raw -71271.821278 + Penalty 1244.705264 = -70027.116014 nChanged 6 SP:Iteration 13Q (14267.715256 sec): 3 clusters Score: Raw -71275.993049 + Penalty 1244.705264 = -70031.287786 nChanged 2 SP:Iteration 14Q (14267.718228 sec): 3 clusters Score: Raw -71276.864603 + Penalty 1244.705264 = -70032.159340 nChanged 0 SP:Iteration 15F (14267.721216 sec): 3 clusters Score: Raw -71276.864603 + Penalty 1244.705264 = -70032.159340 nChanged 0 Trying to split cluster 3 (25979 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14267.758903 sec): 2 clusters Score: Raw -2293940.382110 + Penalty 965.679161 = -2292974.702949 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14267.803678 sec): 3 clusters Score: Raw -2277710.203989 + Penalty 1931.358322 = -2275778.845668 nChanged 12045 SP:Iteration 1F (14267.845579 sec): 3 clusters Score: Raw -2284691.869299 + Penalty 1931.358322 = -2282760.510977 nChanged 1204 SP:Iteration 2Q (14267.888474 sec): 3 clusters Score: Raw -2285121.377945 + Penalty 1931.358322 = -2283190.019623 nChanged 1182 SP:Iteration 3Q (14267.931123 sec): 3 clusters Score: Raw -2285613.491550 + Penalty 1931.358322 = -2283682.133228 nChanged 1252 SP:Iteration 4Q (14267.973900 sec): 3 clusters Score: Raw -2286169.532433 + Penalty 1931.358322 = -2284238.174111 nChanged 1248 SP:Iteration 5Q (14268.016591 sec): 3 clusters Score: Raw -2286806.088951 + Penalty 1931.358322 = -2284874.730629 nChanged 1298 SP:Iteration 6Q (14268.059083 sec): 3 clusters Score: Raw -2287548.083966 + Penalty 1931.358322 = -2285616.725644 nChanged 1297 SP:Iteration 7Q (14268.101849 sec): 3 clusters Score: Raw -2288345.231602 + Penalty 1931.358322 = -2286413.873281 nChanged 1256 SP:Iteration 8Q (14268.144435 sec): 3 clusters Score: Raw -2289035.745915 + Penalty 1931.358322 = -2287104.387593 nChanged 1014 SP:Iteration 9Q (14268.186687 sec): 3 clusters Score: Raw -2289484.598055 + Penalty 1931.358322 = -2287553.239733 nChanged 762 SP:Iteration 10Q (14268.228497 sec): 3 clusters Score: Raw -2289720.864091 + Penalty 1931.358322 = -2287789.505769 nChanged 531 SP:Iteration 11Q (14268.270132 sec): 3 clusters Score: Raw -2289850.964584 + Penalty 1931.358322 = -2287919.606263 nChanged 385 SP:Iteration 12Q (14268.311703 sec): 3 clusters Score: Raw -2289942.126966 + Penalty 1931.358322 = -2288010.768645 nChanged 332 SP:Iteration 13Q (14268.353351 sec): 3 clusters Score: Raw -2290030.168917 + Penalty 1931.358322 = -2288098.810595 nChanged 302 SP:Iteration 14Q (14268.394754 sec): 3 clusters Score: Raw -2290122.387847 + Penalty 1931.358322 = -2288191.029525 nChanged 307 SP:Iteration 15Q (14268.436024 sec): 3 clusters Score: Raw -2290221.621311 + Penalty 1931.358322 = -2288290.262990 nChanged 299 SP:Iteration 16Q (14268.477191 sec): 3 clusters Score: Raw -2290355.584282 + Penalty 1931.358322 = -2288424.225961 nChanged 342 SP:Iteration 17Q (14268.518509 sec): 3 clusters Score: Raw -2290498.514500 + Penalty 1931.358322 = -2288567.156178 nChanged 334 SP:Iteration 18Q (14268.559500 sec): 3 clusters Score: Raw -2290636.618168 + Penalty 1931.358322 = -2288705.259846 nChanged 331 SP:Iteration 19Q (14268.600495 sec): 3 clusters Score: Raw -2290786.433167 + Penalty 1931.358322 = -2288855.074846 nChanged 328 SP:Iteration 20F (14268.642613 sec): 3 clusters Score: Raw -2290937.530883 + Penalty 1931.358322 = -2289006.172561 nChanged 348 SP:Iteration 21Q (14268.683555 sec): 3 clusters Score: Raw -2291076.046689 + Penalty 1931.358322 = -2289144.688367 nChanged 355 SP:Iteration 22Q (14268.737025 sec): 3 clusters Score: Raw -2291217.589009 + Penalty 1931.358322 = -2289286.230687 nChanged 368 SP:Iteration 23Q (14268.777671 sec): 3 clusters Score: Raw -2291365.092572 + Penalty 1931.358322 = -2289433.734251 nChanged 334 SP:Iteration 24Q (14268.818035 sec): 3 clusters Score: Raw -2291505.629465 + Penalty 1931.358322 = -2289574.271143 nChanged 347 SP:Iteration 25Q (14268.858077 sec): 3 clusters Score: Raw -2291658.501758 + Penalty 1931.358322 = -2289727.143436 nChanged 360 SP:Iteration 26Q (14268.898011 sec): 3 clusters Score: Raw -2291815.441221 + Penalty 1931.358322 = -2289884.082900 nChanged 364 SP:Iteration 27Q (14268.937724 sec): 3 clusters Score: Raw -2291962.341518 + Penalty 1931.358322 = -2290030.983196 nChanged 345 SP:Iteration 28Q (14268.977681 sec): 3 clusters Score: Raw -2292087.479987 + Penalty 1931.358322 = -2290156.121665 nChanged 339 SP:Iteration 29Q (14269.017145 sec): 3 clusters Score: Raw -2292201.565643 + Penalty 1931.358322 = -2290270.207321 nChanged 323 SP:Iteration 30Q (14269.056498 sec): 3 clusters Score: Raw -2292301.882869 + Penalty 1931.358322 = -2290370.524547 nChanged 318 SP:Iteration 31Q (14269.095719 sec): 3 clusters Score: Raw -2292400.775283 + Penalty 1931.358322 = -2290469.416961 nChanged 295 SP:Iteration 32Q (14269.134722 sec): 3 clusters Score: Raw -2292493.334931 + Penalty 1931.358322 = -2290561.976610 nChanged 303 SP:Iteration 33Q (14269.173599 sec): 3 clusters Score: Raw -2292579.749818 + Penalty 1931.358322 = -2290648.391497 nChanged 270 SP:Iteration 34Q (14269.212120 sec): 3 clusters Score: Raw -2292654.195512 + Penalty 1931.358322 = -2290722.837191 nChanged 241 SP:Iteration 35Q (14269.250791 sec): 3 clusters Score: Raw -2292724.004027 + Penalty 1931.358322 = -2290792.645705 nChanged 238 SP:Iteration 36Q (14269.289377 sec): 3 clusters Score: Raw -2292786.816920 + Penalty 1931.358322 = -2290855.458599 nChanged 231 SP:Iteration 37Q (14269.327692 sec): 3 clusters Score: Raw -2292851.171892 + Penalty 1931.358322 = -2290919.813570 nChanged 225 SP:Iteration 38Q (14269.365996 sec): 3 clusters Score: Raw -2292916.935302 + Penalty 1931.358322 = -2290985.576980 nChanged 238 SP:Iteration 39Q (14269.404058 sec): 3 clusters Score: Raw -2292984.567304 + Penalty 1931.358322 = -2291053.208982 nChanged 223 SP:Iteration 40F (14269.446038 sec): 3 clusters Score: Raw -2293057.762742 + Penalty 1931.358322 = -2291126.404420 nChanged 234 SP:Iteration 41Q (14269.484102 sec): 3 clusters Score: Raw -2293134.260961 + Penalty 1931.358322 = -2291202.902640 nChanged 260 SP:Iteration 42Q (14269.522018 sec): 3 clusters Score: Raw -2293218.373975 + Penalty 1931.358322 = -2291287.015653 nChanged 252 SP:Iteration 43Q (14269.559755 sec): 3 clusters Score: Raw -2293300.295424 + Penalty 1931.358322 = -2291368.937102 nChanged 241 SP:Iteration 44Q (14269.597207 sec): 3 clusters Score: Raw -2293368.927275 + Penalty 1931.358322 = -2291437.568953 nChanged 221 SP:Iteration 45Q (14269.634582 sec): 3 clusters Score: Raw -2293431.696170 + Penalty 1931.358322 = -2291500.337848 nChanged 202 SP:Iteration 46Q (14269.671893 sec): 3 clusters Score: Raw -2293492.047096 + Penalty 1931.358322 = -2291560.688774 nChanged 182 SP:Iteration 47Q (14269.709019 sec): 3 clusters Score: Raw -2293548.450249 + Penalty 1931.358322 = -2291617.091928 nChanged 165 SP:Iteration 48Q (14269.746132 sec): 3 clusters Score: Raw -2293603.614977 + Penalty 1931.358322 = -2291672.256656 nChanged 176 SP:Iteration 49Q (14269.783002 sec): 3 clusters Score: Raw -2293665.710745 + Penalty 1931.358322 = -2291734.352423 nChanged 165 SP:Iteration 50Q (14269.819743 sec): 3 clusters Score: Raw -2293725.882418 + Penalty 1931.358322 = -2291794.524096 nChanged 157 SP:Iteration 51Q (14269.856572 sec): 3 clusters Score: Raw -2293784.425466 + Penalty 1931.358322 = -2291853.067145 nChanged 135 SP:Iteration 52Q (14269.893173 sec): 3 clusters Score: Raw -2293826.697828 + Penalty 1931.358322 = -2291895.339506 nChanged 118 SP:Iteration 53Q (14269.929677 sec): 3 clusters Score: Raw -2293864.955334 + Penalty 1931.358322 = -2291933.597012 nChanged 89 SP:Iteration 54Q (14269.965969 sec): 3 clusters Score: Raw -2293895.652635 + Penalty 1931.358322 = -2291964.294313 nChanged 83 SP:Iteration 55Q (14270.002113 sec): 3 clusters Score: Raw -2293928.371950 + Penalty 1931.358322 = -2291997.013629 nChanged 81 SP:Iteration 56Q (14270.038424 sec): 3 clusters Score: Raw -2293967.399223 + Penalty 1931.358322 = -2292036.040901 nChanged 102 SP:Iteration 57Q (14270.074626 sec): 3 clusters Score: Raw -2294009.287968 + Penalty 1931.358322 = -2292077.929646 nChanged 86 SP:Iteration 58Q (14270.110735 sec): 3 clusters Score: Raw -2294042.104717 + Penalty 1931.358322 = -2292110.746396 nChanged 74 SP:Iteration 59Q (14270.146777 sec): 3 clusters Score: Raw -2294078.515365 + Penalty 1931.358322 = -2292147.157043 nChanged 89 SP:Iteration 60F (14270.188704 sec): 3 clusters Score: Raw -2294112.334249 + Penalty 1931.358322 = -2292180.975928 nChanged 65 SP:Iteration 61Q (14270.224638 sec): 3 clusters Score: Raw -2294134.406525 + Penalty 1931.358322 = -2292203.048203 nChanged 53 SP:Iteration 62Q (14270.260509 sec): 3 clusters Score: Raw -2294153.563810 + Penalty 1931.358322 = -2292222.205489 nChanged 51 SP:Iteration 63Q (14270.296529 sec): 3 clusters Score: Raw -2294170.426951 + Penalty 1931.358322 = -2292239.068629 nChanged 44 SP:Iteration 64Q (14270.332310 sec): 3 clusters Score: Raw -2294184.455237 + Penalty 1931.358322 = -2292253.096915 nChanged 40 SP:Iteration 65Q (14270.368262 sec): 3 clusters Score: Raw -2294196.988335 + Penalty 1931.358322 = -2292265.630013 nChanged 31 SP:Iteration 66Q (14270.403974 sec): 3 clusters Score: Raw -2294205.917945 + Penalty 1931.358322 = -2292274.559624 nChanged 32 SP:Iteration 67Q (14270.439701 sec): 3 clusters Score: Raw -2294215.432803 + Penalty 1931.358322 = -2292284.074482 nChanged 30 SP:Iteration 68Q (14270.475365 sec): 3 clusters Score: Raw -2294225.293906 + Penalty 1931.358322 = -2292293.935584 nChanged 29 SP:Iteration 69Q (14270.511160 sec): 3 clusters Score: Raw -2294235.383246 + Penalty 1931.358322 = -2292304.024924 nChanged 28 SP:Iteration 70Q (14270.546774 sec): 3 clusters Score: Raw -2294241.979995 + Penalty 1931.358322 = -2292310.621673 nChanged 20 SP:Iteration 71Q (14270.582470 sec): 3 clusters Score: Raw -2294248.205321 + Penalty 1931.358322 = -2292316.847000 nChanged 16 SP:Iteration 72Q (14270.618006 sec): 3 clusters Score: Raw -2294252.825037 + Penalty 1931.358322 = -2292321.466715 nChanged 20 SP:Iteration 73Q (14270.653607 sec): 3 clusters Score: Raw -2294257.834974 + Penalty 1931.358322 = -2292326.476653 nChanged 18 SP:Iteration 74Q (14270.726975 sec): 3 clusters Score: Raw -2294262.699829 + Penalty 1931.358322 = -2292331.341508 nChanged 24 SP:Iteration 75Q (14270.756902 sec): 3 clusters Score: Raw -2294270.111219 + Penalty 1931.358322 = -2292338.752897 nChanged 31 SP:Iteration 76Q (14270.796018 sec): 3 clusters Score: Raw -2294279.602113 + Penalty 1931.358322 = -2292348.243791 nChanged 25 SP:Iteration 77Q (14270.831420 sec): 3 clusters Score: Raw -2294285.346334 + Penalty 1931.358322 = -2292353.988012 nChanged 14 SP:Iteration 78Q (14270.867008 sec): 3 clusters Score: Raw -2294287.631532 + Penalty 1931.358322 = -2292356.273211 nChanged 8 SP:Iteration 79Q (14270.902648 sec): 3 clusters Score: Raw -2294289.123048 + Penalty 1931.358322 = -2292357.764727 nChanged 9 SP:Iteration 80F (14270.944674 sec): 3 clusters Score: Raw -2294290.801317 + Penalty 1931.358322 = -2292359.442995 nChanged 5 SP:Iteration 81Q (14270.980576 sec): 3 clusters Score: Raw -2294292.037279 + Penalty 1931.358322 = -2292360.678958 nChanged 5 SP:Iteration 82Q (14271.016354 sec): 3 clusters Score: Raw -2294292.765863 + Penalty 1931.358322 = -2292361.407541 nChanged 7 SP:Iteration 83Q (14271.052199 sec): 3 clusters Score: Raw -2294294.257911 + Penalty 1931.358322 = -2292362.899589 nChanged 2 SP:Iteration 84Q (14271.087881 sec): 3 clusters Score: Raw -2294294.740847 + Penalty 1931.358322 = -2292363.382525 nChanged 8 SP:Iteration 85Q (14271.123609 sec): 3 clusters Score: Raw -2294296.609830 + Penalty 1931.358322 = -2292365.251508 nChanged 6 SP:Iteration 86Q (14271.159316 sec): 3 clusters Score: Raw -2294297.633588 + Penalty 1931.358322 = -2292366.275267 nChanged 5 SP:Iteration 87Q (14271.195087 sec): 3 clusters Score: Raw -2294299.009454 + Penalty 1931.358322 = -2292367.651133 nChanged 7 SP:Iteration 88Q (14271.230825 sec): 3 clusters Score: Raw -2294300.551191 + Penalty 1931.358322 = -2292369.192869 nChanged 7 SP:Iteration 89Q (14271.266480 sec): 3 clusters Score: Raw -2294302.301090 + Penalty 1931.358322 = -2292370.942768 nChanged 9 SP:Iteration 90Q (14271.302158 sec): 3 clusters Score: Raw -2294303.732540 + Penalty 1931.358322 = -2292372.374218 nChanged 5 SP:Iteration 91Q (14271.337886 sec): 3 clusters Score: Raw -2294304.626338 + Penalty 1931.358322 = -2292373.268017 nChanged 3 SP:Iteration 92Q (14271.373658 sec): 3 clusters Score: Raw -2294305.365469 + Penalty 1931.358322 = -2292374.007148 nChanged 6 SP:Iteration 93Q (14271.409377 sec): 3 clusters Score: Raw -2294307.026776 + Penalty 1931.358322 = -2292375.668454 nChanged 7 SP:Iteration 94Q (14271.444944 sec): 3 clusters Score: Raw -2294308.321861 + Penalty 1931.358322 = -2292376.963539 nChanged 7 SP:Iteration 95Q (14271.480665 sec): 3 clusters Score: Raw -2294309.741685 + Penalty 1931.358322 = -2292378.383364 nChanged 7 SP:Iteration 96Q (14271.516283 sec): 3 clusters Score: Raw -2294310.923110 + Penalty 1931.358322 = -2292379.564788 nChanged 7 SP:Iteration 97Q (14271.551975 sec): 3 clusters Score: Raw -2294312.036673 + Penalty 1931.358322 = -2292380.678351 nChanged 2 SP:Iteration 98Q (14271.587691 sec): 3 clusters Score: Raw -2294312.383779 + Penalty 1931.358322 = -2292381.025457 nChanged 1 SP:Iteration 99Q (14271.623521 sec): 3 clusters Score: Raw -2294312.523141 + Penalty 1931.358322 = -2292381.164820 nChanged 1 SP:Iteration 100F (14271.665472 sec): 3 clusters Score: Raw -2294312.930974 + Penalty 1931.358322 = -2292381.572653 nChanged 0 Trying to split cluster 4 (9146 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14271.685204 sec): 2 clusters Score: Raw -865670.001761 + Penalty 866.501831 = -864803.499930 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14271.709986 sec): 3 clusters Score: Raw -860307.283066 + Penalty 1733.003662 = -858574.279405 nChanged 4070 SP:Iteration 1F (14271.733412 sec): 3 clusters Score: Raw -862502.261626 + Penalty 1733.003662 = -860769.257964 nChanged 537 SP:Iteration 2F (14271.756947 sec): 3 clusters Score: Raw -862747.984633 + Penalty 1733.003662 = -861014.980971 nChanged 518 SP:Iteration 3F (14271.780248 sec): 3 clusters Score: Raw -863013.110832 + Penalty 1733.003662 = -861280.107170 nChanged 514 SP:Iteration 4F (14271.803528 sec): 3 clusters Score: Raw -863297.187082 + Penalty 1733.003662 = -861564.183420 nChanged 498 SP:Iteration 5F (14271.827486 sec): 3 clusters Score: Raw -863637.579347 + Penalty 1733.003662 = -861904.575686 nChanged 507 SP:Iteration 6F (14271.850913 sec): 3 clusters Score: Raw -863994.942957 + Penalty 1733.003662 = -862261.939295 nChanged 475 SP:Iteration 7F (14271.874144 sec): 3 clusters Score: Raw -864355.573819 + Penalty 1733.003662 = -862622.570157 nChanged 439 SP:Iteration 8Q (14271.897373 sec): 3 clusters Score: Raw -864658.880153 + Penalty 1733.003662 = -862925.876491 nChanged 335 SP:Iteration 9Q (14271.920413 sec): 3 clusters Score: Raw -864840.136582 + Penalty 1733.003662 = -863107.132920 nChanged 236 SP:Iteration 10Q (14271.943286 sec): 3 clusters Score: Raw -864940.131597 + Penalty 1733.003662 = -863207.127935 nChanged 172 SP:Iteration 11Q (14271.966174 sec): 3 clusters Score: Raw -865008.723202 + Penalty 1733.003662 = -863275.719540 nChanged 146 SP:Iteration 12Q (14271.988747 sec): 3 clusters Score: Raw -865060.706883 + Penalty 1733.003662 = -863327.703222 nChanged 131 SP:Iteration 13Q (14272.011551 sec): 3 clusters Score: Raw -865110.706397 + Penalty 1733.003662 = -863377.702735 nChanged 119 SP:Iteration 14Q (14272.034667 sec): 3 clusters Score: Raw -865158.335734 + Penalty 1733.003662 = -863425.332072 nChanged 128 SP:Iteration 15Q (14272.057485 sec): 3 clusters Score: Raw -865209.989141 + Penalty 1733.003662 = -863476.985480 nChanged 126 SP:Iteration 16Q (14272.080222 sec): 3 clusters Score: Raw -865265.871250 + Penalty 1733.003662 = -863532.867588 nChanged 123 SP:Iteration 17Q (14272.102709 sec): 3 clusters Score: Raw -865321.929466 + Penalty 1733.003662 = -863588.925804 nChanged 126 SP:Iteration 18Q (14272.125203 sec): 3 clusters Score: Raw -865386.290092 + Penalty 1733.003662 = -863653.286430 nChanged 113 SP:Iteration 19Q (14272.147701 sec): 3 clusters Score: Raw -865450.184934 + Penalty 1733.003662 = -863717.181272 nChanged 105 SP:Iteration 20F (14272.171096 sec): 3 clusters Score: Raw -865497.962234 + Penalty 1733.003662 = -863764.958572 nChanged 98 SP:Iteration 21Q (14272.193337 sec): 3 clusters Score: Raw -865538.848494 + Penalty 1733.003662 = -863805.844832 nChanged 77 SP:Iteration 22Q (14272.215662 sec): 3 clusters Score: Raw -865562.589309 + Penalty 1733.003662 = -863829.585647 nChanged 48 SP:Iteration 23Q (14272.237778 sec): 3 clusters Score: Raw -865575.652945 + Penalty 1733.003662 = -863842.649283 nChanged 53 SP:Iteration 24Q (14272.260093 sec): 3 clusters Score: Raw -865594.348293 + Penalty 1733.003662 = -863861.344631 nChanged 44 SP:Iteration 25Q (14272.282274 sec): 3 clusters Score: Raw -865607.685780 + Penalty 1733.003662 = -863874.682119 nChanged 39 SP:Iteration 26Q (14272.304416 sec): 3 clusters Score: Raw -865619.263261 + Penalty 1733.003662 = -863886.259599 nChanged 39 SP:Iteration 27Q (14272.326431 sec): 3 clusters Score: Raw -865631.979341 + Penalty 1733.003662 = -863898.975680 nChanged 36 SP:Iteration 28Q (14272.348353 sec): 3 clusters Score: Raw -865641.333939 + Penalty 1733.003662 = -863908.330278 nChanged 30 SP:Iteration 29Q (14272.370559 sec): 3 clusters Score: Raw -865649.035075 + Penalty 1733.003662 = -863916.031413 nChanged 27 SP:Iteration 30Q (14272.392912 sec): 3 clusters Score: Raw -865656.245408 + Penalty 1733.003662 = -863923.241746 nChanged 28 SP:Iteration 31Q (14272.415003 sec): 3 clusters Score: Raw -865664.490945 + Penalty 1733.003662 = -863931.487283 nChanged 31 SP:Iteration 32Q (14272.436988 sec): 3 clusters Score: Raw -865672.071134 + Penalty 1733.003662 = -863939.067472 nChanged 31 SP:Iteration 33Q (14272.458959 sec): 3 clusters Score: Raw -865679.721161 + Penalty 1733.003662 = -863946.717500 nChanged 31 SP:Iteration 34Q (14272.480969 sec): 3 clusters Score: Raw -865687.737338 + Penalty 1733.003662 = -863954.733676 nChanged 23 SP:Iteration 35Q (14272.503141 sec): 3 clusters Score: Raw -865692.551179 + Penalty 1733.003662 = -863959.547518 nChanged 22 SP:Iteration 36Q (14272.525264 sec): 3 clusters Score: Raw -865698.422113 + Penalty 1733.003662 = -863965.418452 nChanged 27 SP:Iteration 37Q (14272.547392 sec): 3 clusters Score: Raw -865704.985662 + Penalty 1733.003662 = -863971.982000 nChanged 18 SP:Iteration 38Q (14272.569428 sec): 3 clusters Score: Raw -865707.920626 + Penalty 1733.003662 = -863974.916964 nChanged 21 SP:Iteration 39Q (14272.591253 sec): 3 clusters Score: Raw -865711.389183 + Penalty 1733.003662 = -863978.385521 nChanged 14 SP:Iteration 40F (14272.614725 sec): 3 clusters Score: Raw -865714.234837 + Penalty 1733.003662 = -863981.231175 nChanged 16 SP:Iteration 41Q (14272.636519 sec): 3 clusters Score: Raw -865717.873957 + Penalty 1733.003662 = -863984.870295 nChanged 15 SP:Iteration 42Q (14272.658725 sec): 3 clusters Score: Raw -865720.819326 + Penalty 1733.003662 = -863987.815664 nChanged 15 SP:Iteration 43Q (14272.680452 sec): 3 clusters Score: Raw -865725.001213 + Penalty 1733.003662 = -863991.997552 nChanged 15 SP:Iteration 44Q (14272.702250 sec): 3 clusters Score: Raw -865728.220675 + Penalty 1733.003662 = -863995.217013 nChanged 12 SP:Iteration 45Q (14272.724060 sec): 3 clusters Score: Raw -865730.269035 + Penalty 1733.003662 = -863997.265373 nChanged 12 SP:Iteration 46Q (14272.745843 sec): 3 clusters Score: Raw -865732.146137 + Penalty 1733.003662 = -863999.142475 nChanged 12 SP:Iteration 47Q (14272.767743 sec): 3 clusters Score: Raw -865734.241379 + Penalty 1733.003662 = -864001.237717 nChanged 14 SP:Iteration 48Q (14272.789452 sec): 3 clusters Score: Raw -865736.878675 + Penalty 1733.003662 = -864003.875013 nChanged 11 SP:Iteration 49Q (14272.811288 sec): 3 clusters Score: Raw -865739.047906 + Penalty 1733.003662 = -864006.044244 nChanged 14 SP:Iteration 50Q (14272.833049 sec): 3 clusters Score: Raw -865742.392372 + Penalty 1733.003662 = -864009.388710 nChanged 12 SP:Iteration 51Q (14272.854874 sec): 3 clusters Score: Raw -865745.544456 + Penalty 1733.003662 = -864012.540794 nChanged 15 SP:Iteration 52Q (14272.876622 sec): 3 clusters Score: Raw -865750.126960 + Penalty 1733.003662 = -864017.123298 nChanged 16 SP:Iteration 53Q (14272.898445 sec): 3 clusters Score: Raw -865753.576300 + Penalty 1733.003662 = -864020.572639 nChanged 12 SP:Iteration 54Q (14272.920068 sec): 3 clusters Score: Raw -865756.337506 + Penalty 1733.003662 = -864023.333844 nChanged 11 SP:Iteration 55Q (14272.941939 sec): 3 clusters Score: Raw -865759.057634 + Penalty 1733.003662 = -864026.053972 nChanged 12 SP:Iteration 56Q (14272.963806 sec): 3 clusters Score: Raw -865761.640286 + Penalty 1733.003662 = -864028.636624 nChanged 19 SP:Iteration 57Q (14272.985601 sec): 3 clusters Score: Raw -865766.681964 + Penalty 1733.003662 = -864033.678302 nChanged 25 SP:Iteration 58Q (14273.007452 sec): 3 clusters Score: Raw -865773.905904 + Penalty 1733.003662 = -864040.902242 nChanged 21 SP:Iteration 59Q (14273.029193 sec): 3 clusters Score: Raw -865779.182005 + Penalty 1733.003662 = -864046.178343 nChanged 16 SP:Iteration 60F (14273.052713 sec): 3 clusters Score: Raw -865782.552534 + Penalty 1733.003662 = -864049.548872 nChanged 15 SP:Iteration 61Q (14273.074855 sec): 3 clusters Score: Raw -865786.468120 + Penalty 1733.003662 = -864053.464458 nChanged 15 SP:Iteration 62Q (14273.096473 sec): 3 clusters Score: Raw -865789.609404 + Penalty 1733.003662 = -864056.605742 nChanged 6 SP:Iteration 63Q (14273.118002 sec): 3 clusters Score: Raw -865790.385712 + Penalty 1733.003662 = -864057.382050 nChanged 2 SP:Iteration 64Q (14273.139754 sec): 3 clusters Score: Raw -865790.824058 + Penalty 1733.003662 = -864057.820396 nChanged 3 SP:Iteration 65Q (14273.161417 sec): 3 clusters Score: Raw -865791.341009 + Penalty 1733.003662 = -864058.337347 nChanged 3 SP:Iteration 66Q (14273.183169 sec): 3 clusters Score: Raw -865792.137282 + Penalty 1733.003662 = -864059.133621 nChanged 3 SP:Iteration 67Q (14273.204644 sec): 3 clusters Score: Raw -865792.524093 + Penalty 1733.003662 = -864059.520431 nChanged 0 SP:Iteration 68F (14273.228298 sec): 3 clusters Score: Raw -865792.524093 + Penalty 1733.003662 = -864059.520431 nChanged 0 Trying to split cluster 5 (48488 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14273.289314 sec): 2 clusters Score: Raw -4236187.747299 + Penalty 1024.961804 = -4235162.785495 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14273.362214 sec): 3 clusters Score: Raw -4204826.405145 + Penalty 2049.923608 = -4202776.481537 nChanged 23168 SP:Iteration 1F (14273.427571 sec): 3 clusters Score: Raw -4218444.370142 + Penalty 2049.923608 = -4216394.446533 nChanged 2236 SP:Iteration 2Q (14273.496650 sec): 3 clusters Score: Raw -4219366.133928 + Penalty 2049.923608 = -4217316.210319 nChanged 2556 SP:Iteration 3F (14273.561565 sec): 3 clusters Score: Raw -4220613.053620 + Penalty 2049.923608 = -4218563.130012 nChanged 2976 SP:Iteration 4F (14273.627080 sec): 3 clusters Score: Raw -4222323.874053 + Penalty 2049.923608 = -4220273.950445 nChanged 3356 SP:Iteration 5F (14273.692168 sec): 3 clusters Score: Raw -4224540.903905 + Penalty 2049.923608 = -4222490.980297 nChanged 3448 SP:Iteration 6F (14273.757615 sec): 3 clusters Score: Raw -4227213.741443 + Penalty 2049.923608 = -4225163.817834 nChanged 3121 SP:Iteration 7F (14273.822850 sec): 3 clusters Score: Raw -4230024.711426 + Penalty 2049.923608 = -4227974.787817 nChanged 2555 SP:Iteration 8F (14273.887943 sec): 3 clusters Score: Raw -4232211.455707 + Penalty 2049.923608 = -4230161.532098 nChanged 1773 SP:Iteration 9Q (14273.954304 sec): 3 clusters Score: Raw -4233276.249371 + Penalty 2049.923608 = -4231226.325763 nChanged 1172 SP:Iteration 10Q (14274.017986 sec): 3 clusters Score: Raw -4233814.471763 + Penalty 2049.923608 = -4231764.548154 nChanged 872 SP:Iteration 11Q (14274.080594 sec): 3 clusters Score: Raw -4234198.953267 + Penalty 2049.923608 = -4232149.029658 nChanged 734 SP:Iteration 12Q (14274.142444 sec): 3 clusters Score: Raw -4234494.875937 + Penalty 2049.923608 = -4232444.952329 nChanged 676 SP:Iteration 13Q (14274.203612 sec): 3 clusters Score: Raw -4234754.013918 + Penalty 2049.923608 = -4232704.090309 nChanged 605 SP:Iteration 14Q (14274.264514 sec): 3 clusters Score: Raw -4234962.455762 + Penalty 2049.923608 = -4232912.532154 nChanged 557 SP:Iteration 15Q (14274.324952 sec): 3 clusters Score: Raw -4235145.776603 + Penalty 2049.923608 = -4233095.852994 nChanged 495 SP:Iteration 16Q (14274.384905 sec): 3 clusters Score: Raw -4235307.795949 + Penalty 2049.923608 = -4233257.872341 nChanged 474 SP:Iteration 17Q (14274.444535 sec): 3 clusters Score: Raw -4235460.150912 + Penalty 2049.923608 = -4233410.227303 nChanged 438 SP:Iteration 18Q (14274.503737 sec): 3 clusters Score: Raw -4235596.042436 + Penalty 2049.923608 = -4233546.118828 nChanged 405 SP:Iteration 19Q (14274.562583 sec): 3 clusters Score: Raw -4235723.180142 + Penalty 2049.923608 = -4233673.256533 nChanged 408 SP:Iteration 20F (14274.626666 sec): 3 clusters Score: Raw -4235856.834689 + Penalty 2049.923608 = -4233806.911081 nChanged 374 SP:Iteration 21Q (14274.686040 sec): 3 clusters Score: Raw -4235979.611243 + Penalty 2049.923608 = -4233929.687634 nChanged 332 SP:Iteration 22Q (14274.744017 sec): 3 clusters Score: Raw -4236089.206948 + Penalty 2049.923608 = -4234039.283340 nChanged 305 SP:Iteration 23Q (14274.801610 sec): 3 clusters Score: Raw -4236185.437996 + Penalty 2049.923608 = -4234135.514388 nChanged 259 SP:Iteration 24Q (14274.858745 sec): 3 clusters Score: Raw -4236267.682385 + Penalty 2049.923608 = -4234217.758777 nChanged 261 SP:Iteration 25Q (14274.915677 sec): 3 clusters Score: Raw -4236358.773339 + Penalty 2049.923608 = -4234308.849730 nChanged 239 SP:Iteration 26Q (14274.972487 sec): 3 clusters Score: Raw -4236434.766717 + Penalty 2049.923608 = -4234384.843109 nChanged 193 SP:Iteration 27Q (14275.028885 sec): 3 clusters Score: Raw -4236496.491509 + Penalty 2049.923608 = -4234446.567901 nChanged 189 SP:Iteration 28Q (14275.084934 sec): 3 clusters Score: Raw -4236564.520270 + Penalty 2049.923608 = -4234514.596662 nChanged 178 SP:Iteration 29Q (14275.141192 sec): 3 clusters Score: Raw -4236624.750687 + Penalty 2049.923608 = -4234574.827078 nChanged 143 SP:Iteration 30Q (14275.197214 sec): 3 clusters Score: Raw -4236666.606810 + Penalty 2049.923608 = -4234616.683201 nChanged 131 SP:Iteration 31Q (14275.253066 sec): 3 clusters Score: Raw -4236700.324774 + Penalty 2049.923608 = -4234650.401166 nChanged 120 SP:Iteration 32Q (14275.308772 sec): 3 clusters Score: Raw -4236732.726850 + Penalty 2049.923608 = -4234682.803242 nChanged 100 SP:Iteration 33Q (14275.364307 sec): 3 clusters Score: Raw -4236762.181212 + Penalty 2049.923608 = -4234712.257604 nChanged 87 SP:Iteration 34Q (14275.419892 sec): 3 clusters Score: Raw -4236786.032346 + Penalty 2049.923608 = -4234736.108738 nChanged 74 SP:Iteration 35Q (14275.475382 sec): 3 clusters Score: Raw -4236805.248874 + Penalty 2049.923608 = -4234755.325265 nChanged 72 SP:Iteration 36Q (14275.530830 sec): 3 clusters Score: Raw -4236823.842172 + Penalty 2049.923608 = -4234773.918563 nChanged 61 SP:Iteration 37Q (14275.586120 sec): 3 clusters Score: Raw -4236837.689358 + Penalty 2049.923608 = -4234787.765749 nChanged 58 SP:Iteration 38Q (14275.641489 sec): 3 clusters Score: Raw -4236851.383283 + Penalty 2049.923608 = -4234801.459675 nChanged 58 SP:Iteration 39Q (14275.696759 sec): 3 clusters Score: Raw -4236863.371768 + Penalty 2049.923608 = -4234813.448159 nChanged 41 SP:Iteration 40F (14275.760034 sec): 3 clusters Score: Raw -4236871.248102 + Penalty 2049.923608 = -4234821.324494 nChanged 32 SP:Iteration 41Q (14275.816188 sec): 3 clusters Score: Raw -4236878.283344 + Penalty 2049.923608 = -4234828.359736 nChanged 35 SP:Iteration 42Q (14275.870784 sec): 3 clusters Score: Raw -4236886.605388 + Penalty 2049.923608 = -4234836.681779 nChanged 39 SP:Iteration 43Q (14275.925393 sec): 3 clusters Score: Raw -4236893.819729 + Penalty 2049.923608 = -4234843.896120 nChanged 29 SP:Iteration 44Q (14275.980079 sec): 3 clusters Score: Raw -4236899.487452 + Penalty 2049.923608 = -4234849.563844 nChanged 25 SP:Iteration 45Q (14276.034752 sec): 3 clusters Score: Raw -4236903.869330 + Penalty 2049.923608 = -4234853.945722 nChanged 26 SP:Iteration 46Q (14276.122209 sec): 3 clusters Score: Raw -4236909.235060 + Penalty 2049.923608 = -4234859.311451 nChanged 24 SP:Iteration 47Q (14276.205394 sec): 3 clusters Score: Raw -4236913.289481 + Penalty 2049.923608 = -4234863.365872 nChanged 21 SP:Iteration 48Q (14276.267873 sec): 3 clusters Score: Raw -4236916.736265 + Penalty 2049.923608 = -4234866.812656 nChanged 22 SP:Iteration 49Q (14276.322695 sec): 3 clusters Score: Raw -4236921.834200 + Penalty 2049.923608 = -4234871.910592 nChanged 21 SP:Iteration 50Q (14276.378334 sec): 3 clusters Score: Raw -4236928.225101 + Penalty 2049.923608 = -4234878.301492 nChanged 22 SP:Iteration 51Q (14276.433125 sec): 3 clusters Score: Raw -4236933.379590 + Penalty 2049.923608 = -4234883.455982 nChanged 19 SP:Iteration 52Q (14276.487996 sec): 3 clusters Score: Raw -4236936.908104 + Penalty 2049.923608 = -4234886.984495 nChanged 11 SP:Iteration 53Q (14276.543375 sec): 3 clusters Score: Raw -4236938.873513 + Penalty 2049.923608 = -4234888.949905 nChanged 8 SP:Iteration 54Q (14276.598187 sec): 3 clusters Score: Raw -4236940.180156 + Penalty 2049.923608 = -4234890.256548 nChanged 7 SP:Iteration 55Q (14276.652544 sec): 3 clusters Score: Raw -4236941.001439 + Penalty 2049.923608 = -4234891.077830 nChanged 6 SP:Iteration 56Q (14276.706930 sec): 3 clusters Score: Raw -4236941.630299 + Penalty 2049.923608 = -4234891.706691 nChanged 2 SP:Iteration 57Q (14276.761355 sec): 3 clusters Score: Raw -4236941.720575 + Penalty 2049.923608 = -4234891.796967 nChanged 0 SP:Iteration 58F (14276.824505 sec): 3 clusters Score: Raw -4236941.720575 + Penalty 2049.923608 = -4234891.796967 nChanged 0 Trying to split cluster 6 (27377 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14276.853117 sec): 2 clusters Score: Raw -2586854.310920 + Penalty 970.658560 = -2585883.652360 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14276.900266 sec): 3 clusters Score: Raw -2569542.062862 + Penalty 1941.317120 = -2567600.745743 nChanged 12770 SP:Iteration 1F (14276.943976 sec): 3 clusters Score: Raw -2576841.427140 + Penalty 1941.317120 = -2574900.110020 nChanged 1522 SP:Iteration 2F (14276.988314 sec): 3 clusters Score: Raw -2577583.302749 + Penalty 1941.317120 = -2575641.985629 nChanged 1852 SP:Iteration 3F (14277.031992 sec): 3 clusters Score: Raw -2578839.532821 + Penalty 1941.317120 = -2576898.215701 nChanged 2205 SP:Iteration 4F (14277.075819 sec): 3 clusters Score: Raw -2580662.407803 + Penalty 1941.317120 = -2578721.090683 nChanged 2245 SP:Iteration 5F (14277.119962 sec): 3 clusters Score: Raw -2582819.655477 + Penalty 1941.317120 = -2580878.338357 nChanged 1787 SP:Iteration 6F (14277.163872 sec): 3 clusters Score: Raw -2584530.438669 + Penalty 1941.317120 = -2582589.121549 nChanged 1066 SP:Iteration 7Q (14277.207263 sec): 3 clusters Score: Raw -2585528.334783 + Penalty 1941.317120 = -2583587.017664 nChanged 644 SP:Iteration 8Q (14277.248204 sec): 3 clusters Score: Raw -2586071.955517 + Penalty 1941.317120 = -2584130.638397 nChanged 429 SP:Iteration 9Q (14277.287906 sec): 3 clusters Score: Raw -2586396.120868 + Penalty 1941.317120 = -2584454.803748 nChanged 280 SP:Iteration 10Q (14277.326812 sec): 3 clusters Score: Raw -2586622.554686 + Penalty 1941.317120 = -2584681.237566 nChanged 204 SP:Iteration 11Q (14277.372989 sec): 3 clusters Score: Raw -2586792.672682 + Penalty 1941.317120 = -2584851.355563 nChanged 151 SP:Iteration 12Q (14277.418346 sec): 3 clusters Score: Raw -2586895.575765 + Penalty 1941.317120 = -2584954.258646 nChanged 124 SP:Iteration 13Q (14277.455324 sec): 3 clusters Score: Raw -2586961.229608 + Penalty 1941.317120 = -2585019.912488 nChanged 91 SP:Iteration 14Q (14277.493141 sec): 3 clusters Score: Raw -2587001.332046 + Penalty 1941.317120 = -2585060.014927 nChanged 76 SP:Iteration 15Q (14277.530897 sec): 3 clusters Score: Raw -2587029.516840 + Penalty 1941.317120 = -2585088.199720 nChanged 61 SP:Iteration 16Q (14277.568425 sec): 3 clusters Score: Raw -2587051.334721 + Penalty 1941.317120 = -2585110.017602 nChanged 66 SP:Iteration 17Q (14277.606036 sec): 3 clusters Score: Raw -2587078.214950 + Penalty 1941.317120 = -2585136.897831 nChanged 66 SP:Iteration 18Q (14277.643419 sec): 3 clusters Score: Raw -2587098.310152 + Penalty 1941.317120 = -2585156.993033 nChanged 52 SP:Iteration 19Q (14277.681056 sec): 3 clusters Score: Raw -2587110.394846 + Penalty 1941.317120 = -2585169.077727 nChanged 36 SP:Iteration 20F (14277.724741 sec): 3 clusters Score: Raw -2587119.658179 + Penalty 1941.317120 = -2585178.341059 nChanged 29 SP:Iteration 21Q (14277.762922 sec): 3 clusters Score: Raw -2587127.945372 + Penalty 1941.317120 = -2585186.628253 nChanged 34 SP:Iteration 22Q (14277.800496 sec): 3 clusters Score: Raw -2587136.536567 + Penalty 1941.317120 = -2585195.219448 nChanged 32 SP:Iteration 23Q (14277.837893 sec): 3 clusters Score: Raw -2587142.500881 + Penalty 1941.317120 = -2585201.183762 nChanged 27 SP:Iteration 24Q (14277.875502 sec): 3 clusters Score: Raw -2587147.847531 + Penalty 1941.317120 = -2585206.530412 nChanged 28 SP:Iteration 25Q (14277.912985 sec): 3 clusters Score: Raw -2587153.439925 + Penalty 1941.317120 = -2585212.122806 nChanged 22 SP:Iteration 26Q (14277.950622 sec): 3 clusters Score: Raw -2587157.671188 + Penalty 1941.317120 = -2585216.354069 nChanged 26 SP:Iteration 27Q (14277.988076 sec): 3 clusters Score: Raw -2587162.979186 + Penalty 1941.317120 = -2585221.662066 nChanged 29 SP:Iteration 28Q (14278.025626 sec): 3 clusters Score: Raw -2587170.534159 + Penalty 1941.317120 = -2585229.217039 nChanged 38 SP:Iteration 29Q (14278.063122 sec): 3 clusters Score: Raw -2587180.551072 + Penalty 1941.317120 = -2585239.233953 nChanged 38 SP:Iteration 30Q (14278.100636 sec): 3 clusters Score: Raw -2587190.002239 + Penalty 1941.317120 = -2585248.685120 nChanged 45 SP:Iteration 31Q (14278.138318 sec): 3 clusters Score: Raw -2587199.798631 + Penalty 1941.317120 = -2585258.481511 nChanged 39 SP:Iteration 32Q (14278.175851 sec): 3 clusters Score: Raw -2587209.427631 + Penalty 1941.317120 = -2585268.110511 nChanged 45 SP:Iteration 33Q (14278.213525 sec): 3 clusters Score: Raw -2587218.921262 + Penalty 1941.317120 = -2585277.604143 nChanged 41 SP:Iteration 34Q (14278.250847 sec): 3 clusters Score: Raw -2587225.912844 + Penalty 1941.317120 = -2585284.595725 nChanged 33 SP:Iteration 35Q (14278.288318 sec): 3 clusters Score: Raw -2587232.700011 + Penalty 1941.317120 = -2585291.382891 nChanged 28 SP:Iteration 36Q (14278.325755 sec): 3 clusters Score: Raw -2587239.249409 + Penalty 1941.317120 = -2585297.932290 nChanged 28 SP:Iteration 37Q (14278.363389 sec): 3 clusters Score: Raw -2587246.347028 + Penalty 1941.317120 = -2585305.029909 nChanged 40 SP:Iteration 38Q (14278.400895 sec): 3 clusters Score: Raw -2587255.306065 + Penalty 1941.317120 = -2585313.988946 nChanged 36 SP:Iteration 39Q (14278.438490 sec): 3 clusters Score: Raw -2587262.949505 + Penalty 1941.317120 = -2585321.632385 nChanged 34 SP:Iteration 40F (14278.482084 sec): 3 clusters Score: Raw -2587268.748627 + Penalty 1941.317120 = -2585327.431508 nChanged 22 SP:Iteration 41Q (14278.520032 sec): 3 clusters Score: Raw -2587272.312955 + Penalty 1941.317120 = -2585330.995835 nChanged 30 SP:Iteration 42Q (14278.557739 sec): 3 clusters Score: Raw -2587277.575921 + Penalty 1941.317120 = -2585336.258801 nChanged 26 SP:Iteration 43Q (14278.595619 sec): 3 clusters Score: Raw -2587281.575701 + Penalty 1941.317120 = -2585340.258582 nChanged 26 SP:Iteration 44Q (14278.633417 sec): 3 clusters Score: Raw -2587285.524343 + Penalty 1941.317120 = -2585344.207224 nChanged 27 SP:Iteration 45Q (14278.671037 sec): 3 clusters Score: Raw -2587291.203659 + Penalty 1941.317120 = -2585349.886539 nChanged 28 SP:Iteration 46Q (14278.708793 sec): 3 clusters Score: Raw -2587296.670417 + Penalty 1941.317120 = -2585355.353297 nChanged 33 SP:Iteration 47Q (14278.746467 sec): 3 clusters Score: Raw -2587303.694421 + Penalty 1941.317120 = -2585362.377301 nChanged 38 SP:Iteration 48Q (14278.784114 sec): 3 clusters Score: Raw -2587311.986771 + Penalty 1941.317120 = -2585370.669652 nChanged 52 SP:Iteration 49Q (14278.821774 sec): 3 clusters Score: Raw -2587322.954799 + Penalty 1941.317120 = -2585381.637679 nChanged 44 SP:Iteration 50Q (14278.859522 sec): 3 clusters Score: Raw -2587330.978917 + Penalty 1941.317120 = -2585389.661798 nChanged 35 SP:Iteration 51Q (14278.897382 sec): 3 clusters Score: Raw -2587335.758730 + Penalty 1941.317120 = -2585394.441611 nChanged 32 SP:Iteration 52Q (14278.935072 sec): 3 clusters Score: Raw -2587341.142479 + Penalty 1941.317120 = -2585399.825360 nChanged 23 SP:Iteration 53Q (14278.972758 sec): 3 clusters Score: Raw -2587344.340184 + Penalty 1941.317120 = -2585403.023064 nChanged 25 SP:Iteration 54Q (14279.010397 sec): 3 clusters Score: Raw -2587347.106774 + Penalty 1941.317120 = -2585405.789654 nChanged 19 SP:Iteration 55Q (14279.048312 sec): 3 clusters Score: Raw -2587348.951400 + Penalty 1941.317120 = -2585407.634280 nChanged 19 SP:Iteration 56Q (14279.086086 sec): 3 clusters Score: Raw -2587350.441282 + Penalty 1941.317120 = -2585409.124163 nChanged 16 SP:Iteration 57Q (14279.123950 sec): 3 clusters Score: Raw -2587352.046175 + Penalty 1941.317120 = -2585410.729055 nChanged 21 SP:Iteration 58Q (14279.161644 sec): 3 clusters Score: Raw -2587354.656062 + Penalty 1941.317120 = -2585413.338942 nChanged 20 SP:Iteration 59Q (14279.199255 sec): 3 clusters Score: Raw -2587357.201845 + Penalty 1941.317120 = -2585415.884726 nChanged 25 SP:Iteration 60F (14279.243003 sec): 3 clusters Score: Raw -2587361.506101 + Penalty 1941.317120 = -2585420.188982 nChanged 33 SP:Iteration 61Q (14279.295453 sec): 3 clusters Score: Raw -2587366.169351 + Penalty 1941.317120 = -2585424.852232 nChanged 24 SP:Iteration 62Q (14279.332342 sec): 3 clusters Score: Raw -2587368.994243 + Penalty 1941.317120 = -2585427.677124 nChanged 21 SP:Iteration 63Q (14279.370435 sec): 3 clusters Score: Raw -2587371.832781 + Penalty 1941.317120 = -2585430.515661 nChanged 30 SP:Iteration 64Q (14279.408312 sec): 3 clusters Score: Raw -2587375.756543 + Penalty 1941.317120 = -2585434.439424 nChanged 28 SP:Iteration 65Q (14279.446317 sec): 3 clusters Score: Raw -2587379.918474 + Penalty 1941.317120 = -2585438.601354 nChanged 31 SP:Iteration 66Q (14279.484601 sec): 3 clusters Score: Raw -2587383.850529 + Penalty 1941.317120 = -2585442.533410 nChanged 37 SP:Iteration 67Q (14279.522642 sec): 3 clusters Score: Raw -2587388.484061 + Penalty 1941.317120 = -2585447.166942 nChanged 27 SP:Iteration 68Q (14279.560641 sec): 3 clusters Score: Raw -2587391.723745 + Penalty 1941.317120 = -2585450.406626 nChanged 29 SP:Iteration 69Q (14279.598639 sec): 3 clusters Score: Raw -2587395.261449 + Penalty 1941.317120 = -2585453.944329 nChanged 29 SP:Iteration 70Q (14279.636647 sec): 3 clusters Score: Raw -2587398.133855 + Penalty 1941.317120 = -2585456.816735 nChanged 21 SP:Iteration 71Q (14279.674464 sec): 3 clusters Score: Raw -2587399.928706 + Penalty 1941.317120 = -2585458.611587 nChanged 21 SP:Iteration 72Q (14279.712402 sec): 3 clusters Score: Raw -2587402.212033 + Penalty 1941.317120 = -2585460.894913 nChanged 18 SP:Iteration 73Q (14279.750395 sec): 3 clusters Score: Raw -2587404.056147 + Penalty 1941.317120 = -2585462.739027 nChanged 23 SP:Iteration 74Q (14279.788584 sec): 3 clusters Score: Raw -2587407.045296 + Penalty 1941.317120 = -2585465.728176 nChanged 27 SP:Iteration 75Q (14279.826568 sec): 3 clusters Score: Raw -2587411.865066 + Penalty 1941.317120 = -2585470.547946 nChanged 32 SP:Iteration 76Q (14279.864575 sec): 3 clusters Score: Raw -2587416.441597 + Penalty 1941.317120 = -2585475.124478 nChanged 29 SP:Iteration 77Q (14279.902527 sec): 3 clusters Score: Raw -2587419.206496 + Penalty 1941.317120 = -2585477.889376 nChanged 18 SP:Iteration 78Q (14279.940413 sec): 3 clusters Score: Raw -2587420.931967 + Penalty 1941.317120 = -2585479.614848 nChanged 11 SP:Iteration 79Q (14279.978273 sec): 3 clusters Score: Raw -2587421.820385 + Penalty 1941.317120 = -2585480.503266 nChanged 9 SP:Iteration 80F (14280.022092 sec): 3 clusters Score: Raw -2587422.408306 + Penalty 1941.317120 = -2585481.091187 nChanged 2 SP:Iteration 81Q (14280.060895 sec): 3 clusters Score: Raw -2587422.536122 + Penalty 1941.317120 = -2585481.219002 nChanged 1 SP:Iteration 82Q (14280.099082 sec): 3 clusters Score: Raw -2587422.557080 + Penalty 1941.317120 = -2585481.239960 nChanged 0 SP:Iteration 83F (14280.142609 sec): 3 clusters Score: Raw -2587422.557080 + Penalty 1941.317120 = -2585481.239960 nChanged 0 Trying to split cluster 7 (82735 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14280.238856 sec): 2 clusters Score: Raw -7811705.965710 + Penalty 1075.722811 = -7810630.242899 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14280.350072 sec): 3 clusters Score: Raw -7757193.789480 + Penalty 2151.445622 = -7755042.343858 nChanged 39923 SP:Iteration 1F (14280.459630 sec): 3 clusters Score: Raw -7780794.657022 + Penalty 2151.445622 = -7778643.211401 nChanged 2905 SP:Iteration 2Q (14280.575518 sec): 3 clusters Score: Raw -7781473.720875 + Penalty 2151.445622 = -7779322.275254 nChanged 2806 SP:Iteration 3Q (14280.690725 sec): 3 clusters Score: Raw -7782176.125370 + Penalty 2151.445622 = -7780024.679749 nChanged 2895 SP:Iteration 4Q (14280.806349 sec): 3 clusters Score: Raw -7783011.718437 + Penalty 2151.445622 = -7780860.272815 nChanged 3191 SP:Iteration 5Q (14280.921747 sec): 3 clusters Score: Raw -7784155.187916 + Penalty 2151.445622 = -7782003.742295 nChanged 3837 SP:Iteration 6Q (14281.037377 sec): 3 clusters Score: Raw -7785988.273844 + Penalty 2151.445622 = -7783836.828223 nChanged 4505 SP:Iteration 7F (14281.146680 sec): 3 clusters Score: Raw -7788744.111632 + Penalty 2151.445622 = -7786592.666011 nChanged 4958 SP:Iteration 8F (14281.255930 sec): 3 clusters Score: Raw -7792441.918969 + Penalty 2151.445622 = -7790290.473347 nChanged 5081 SP:Iteration 9F (14281.365182 sec): 3 clusters Score: Raw -7796162.598520 + Penalty 2151.445622 = -7794011.152899 nChanged 4265 SP:Iteration 10F (14281.486006 sec): 3 clusters Score: Raw -7798641.474713 + Penalty 2151.445622 = -7796490.029091 nChanged 3011 SP:Iteration 11Q (14281.599347 sec): 3 clusters Score: Raw -7799900.919805 + Penalty 2151.445622 = -7797749.474183 nChanged 2005 SP:Iteration 12Q (14281.709907 sec): 3 clusters Score: Raw -7800579.438360 + Penalty 2151.445622 = -7798427.992738 nChanged 1489 SP:Iteration 13Q (14281.820025 sec): 3 clusters Score: Raw -7801136.352911 + Penalty 2151.445622 = -7798984.907290 nChanged 1473 SP:Iteration 14Q (14281.929959 sec): 3 clusters Score: Raw -7801753.463445 + Penalty 2151.445622 = -7799602.017823 nChanged 1447 SP:Iteration 15Q (14282.038450 sec): 3 clusters Score: Raw -7802407.221382 + Penalty 2151.445622 = -7800255.775761 nChanged 1444 SP:Iteration 16Q (14282.146041 sec): 3 clusters Score: Raw -7803040.052540 + Penalty 2151.445622 = -7800888.606919 nChanged 1404 SP:Iteration 17Q (14282.252805 sec): 3 clusters Score: Raw -7803671.797072 + Penalty 2151.445622 = -7801520.351451 nChanged 1396 SP:Iteration 18Q (14282.359092 sec): 3 clusters Score: Raw -7804309.114495 + Penalty 2151.445622 = -7802157.668873 nChanged 1341 SP:Iteration 19Q (14282.464404 sec): 3 clusters Score: Raw -7804943.613587 + Penalty 2151.445622 = -7802792.167965 nChanged 1333 SP:Iteration 20F (14282.573771 sec): 3 clusters Score: Raw -7805600.046711 + Penalty 2151.445622 = -7803448.601090 nChanged 1298 SP:Iteration 21Q (14282.677758 sec): 3 clusters Score: Raw -7806218.368569 + Penalty 2151.445622 = -7804066.922947 nChanged 1200 SP:Iteration 22Q (14282.780994 sec): 3 clusters Score: Raw -7806768.290744 + Penalty 2151.445622 = -7804616.845123 nChanged 1127 SP:Iteration 23Q (14282.883761 sec): 3 clusters Score: Raw -7807260.400887 + Penalty 2151.445622 = -7805108.955266 nChanged 1076 SP:Iteration 24Q (14282.985913 sec): 3 clusters Score: Raw -7807715.286601 + Penalty 2151.445622 = -7805563.840980 nChanged 998 SP:Iteration 25Q (14283.087537 sec): 3 clusters Score: Raw -7808095.111717 + Penalty 2151.445622 = -7805943.666096 nChanged 939 SP:Iteration 26Q (14283.188583 sec): 3 clusters Score: Raw -7808459.125737 + Penalty 2151.445622 = -7806307.680116 nChanged 907 SP:Iteration 27Q (14283.289358 sec): 3 clusters Score: Raw -7808814.389864 + Penalty 2151.445622 = -7806662.944242 nChanged 830 SP:Iteration 28Q (14283.389526 sec): 3 clusters Score: Raw -7809097.645817 + Penalty 2151.445622 = -7806946.200195 nChanged 783 SP:Iteration 29Q (14283.489180 sec): 3 clusters Score: Raw -7809368.799078 + Penalty 2151.445622 = -7807217.353456 nChanged 727 SP:Iteration 30Q (14283.588252 sec): 3 clusters Score: Raw -7809631.546024 + Penalty 2151.445622 = -7807480.100402 nChanged 721 SP:Iteration 31Q (14283.686864 sec): 3 clusters Score: Raw -7809883.726926 + Penalty 2151.445622 = -7807732.281304 nChanged 659 SP:Iteration 32Q (14283.784840 sec): 3 clusters Score: Raw -7810107.715275 + Penalty 2151.445622 = -7807956.269653 nChanged 616 SP:Iteration 33Q (14283.882112 sec): 3 clusters Score: Raw -7810312.225748 + Penalty 2151.445622 = -7808160.780127 nChanged 584 SP:Iteration 34Q (14283.978999 sec): 3 clusters Score: Raw -7810503.943408 + Penalty 2151.445622 = -7808352.497787 nChanged 538 SP:Iteration 35Q (14284.075228 sec): 3 clusters Score: Raw -7810678.454490 + Penalty 2151.445622 = -7808527.008868 nChanged 507 SP:Iteration 36Q (14284.171258 sec): 3 clusters Score: Raw -7810821.907225 + Penalty 2151.445622 = -7808670.461603 nChanged 448 SP:Iteration 37Q (14284.266794 sec): 3 clusters Score: Raw -7810944.900183 + Penalty 2151.445622 = -7808793.454562 nChanged 407 SP:Iteration 38Q (14284.361856 sec): 3 clusters Score: Raw -7811056.348780 + Penalty 2151.445622 = -7808904.903159 nChanged 390 SP:Iteration 39Q (14284.456502 sec): 3 clusters Score: Raw -7811175.366223 + Penalty 2151.445622 = -7809023.920602 nChanged 358 SP:Iteration 40F (14284.565393 sec): 3 clusters Score: Raw -7811284.059200 + Penalty 2151.445622 = -7809132.613579 nChanged 302 SP:Iteration 41Q (14284.659337 sec): 3 clusters Score: Raw -7811378.487531 + Penalty 2151.445622 = -7809227.041910 nChanged 255 SP:Iteration 42Q (14284.753212 sec): 3 clusters Score: Raw -7811455.131594 + Penalty 2151.445622 = -7809303.685972 nChanged 239 SP:Iteration 43Q (14284.846524 sec): 3 clusters Score: Raw -7811518.621371 + Penalty 2151.445622 = -7809367.175749 nChanged 221 SP:Iteration 44Q (14284.939653 sec): 3 clusters Score: Raw -7811574.406352 + Penalty 2151.445622 = -7809422.960731 nChanged 192 SP:Iteration 45Q (14285.031690 sec): 3 clusters Score: Raw -7811626.093259 + Penalty 2151.445622 = -7809474.647638 nChanged 167 SP:Iteration 46Q (14285.124068 sec): 3 clusters Score: Raw -7811674.541516 + Penalty 2151.445622 = -7809523.095894 nChanged 161 SP:Iteration 47Q (14285.215876 sec): 3 clusters Score: Raw -7811720.000002 + Penalty 2151.445622 = -7809568.554380 nChanged 152 SP:Iteration 48Q (14285.307385 sec): 3 clusters Score: Raw -7811758.944886 + Penalty 2151.445622 = -7809607.499265 nChanged 122 SP:Iteration 49Q (14285.398737 sec): 3 clusters Score: Raw -7811788.398407 + Penalty 2151.445622 = -7809636.952785 nChanged 126 SP:Iteration 50Q (14285.489656 sec): 3 clusters Score: Raw -7811820.001578 + Penalty 2151.445622 = -7809668.555956 nChanged 118 SP:Iteration 51Q (14285.580566 sec): 3 clusters Score: Raw -7811848.299876 + Penalty 2151.445622 = -7809696.854255 nChanged 96 SP:Iteration 52Q (14285.671285 sec): 3 clusters Score: Raw -7811875.039159 + Penalty 2151.445622 = -7809723.593538 nChanged 81 SP:Iteration 53Q (14285.761957 sec): 3 clusters Score: Raw -7811893.247246 + Penalty 2151.445622 = -7809741.801624 nChanged 62 SP:Iteration 54Q (14285.852535 sec): 3 clusters Score: Raw -7811908.363700 + Penalty 2151.445622 = -7809756.918078 nChanged 59 SP:Iteration 55Q (14285.942953 sec): 3 clusters Score: Raw -7811921.089167 + Penalty 2151.445622 = -7809769.643546 nChanged 51 SP:Iteration 56Q (14286.033353 sec): 3 clusters Score: Raw -7811930.830899 + Penalty 2151.445622 = -7809779.385277 nChanged 40 SP:Iteration 57Q (14286.123573 sec): 3 clusters Score: Raw -7811937.361131 + Penalty 2151.445622 = -7809785.915509 nChanged 28 SP:Iteration 58Q (14286.213869 sec): 3 clusters Score: Raw -7811942.356416 + Penalty 2151.445622 = -7809790.910795 nChanged 28 SP:Iteration 59Q (14286.304270 sec): 3 clusters Score: Raw -7811948.396873 + Penalty 2151.445622 = -7809796.951251 nChanged 26 SP:Iteration 60F (14286.412013 sec): 3 clusters Score: Raw -7811953.273890 + Penalty 2151.445622 = -7809801.828269 nChanged 26 SP:Iteration 61Q (14286.502238 sec): 3 clusters Score: Raw -7811958.374563 + Penalty 2151.445622 = -7809806.928941 nChanged 27 SP:Iteration 62Q (14286.592464 sec): 3 clusters Score: Raw -7811962.691067 + Penalty 2151.445622 = -7809811.245445 nChanged 26 SP:Iteration 63Q (14286.682566 sec): 3 clusters Score: Raw -7811968.282747 + Penalty 2151.445622 = -7809816.837125 nChanged 32 SP:Iteration 64Q (14286.772649 sec): 3 clusters Score: Raw -7811972.882454 + Penalty 2151.445622 = -7809821.436832 nChanged 27 SP:Iteration 65Q (14286.862785 sec): 3 clusters Score: Raw -7811978.292945 + Penalty 2151.445622 = -7809826.847324 nChanged 30 SP:Iteration 66Q (14286.952760 sec): 3 clusters Score: Raw -7811985.913621 + Penalty 2151.445622 = -7809834.467999 nChanged 23 SP:Iteration 67Q (14287.042676 sec): 3 clusters Score: Raw -7811991.515008 + Penalty 2151.445622 = -7809840.069386 nChanged 28 SP:Iteration 68Q (14287.132846 sec): 3 clusters Score: Raw -7811997.068237 + Penalty 2151.445622 = -7809845.622615 nChanged 19 SP:Iteration 69Q (14287.222699 sec): 3 clusters Score: Raw -7812001.285612 + Penalty 2151.445622 = -7809849.839990 nChanged 13 SP:Iteration 70Q (14287.312769 sec): 3 clusters Score: Raw -7812003.892129 + Penalty 2151.445622 = -7809852.446508 nChanged 14 SP:Iteration 71Q (14287.402697 sec): 3 clusters Score: Raw -7812006.252109 + Penalty 2151.445622 = -7809854.806487 nChanged 12 SP:Iteration 72Q (14287.492556 sec): 3 clusters Score: Raw -7812007.826357 + Penalty 2151.445622 = -7809856.380735 nChanged 14 SP:Iteration 73Q (14287.582449 sec): 3 clusters Score: Raw -7812010.300517 + Penalty 2151.445622 = -7809858.854895 nChanged 13 SP:Iteration 74Q (14287.672381 sec): 3 clusters Score: Raw -7812011.741186 + Penalty 2151.445622 = -7809860.295565 nChanged 7 SP:Iteration 75Q (14287.762307 sec): 3 clusters Score: Raw -7812012.766954 + Penalty 2151.445622 = -7809861.321332 nChanged 11 SP:Iteration 76Q (14287.852215 sec): 3 clusters Score: Raw -7812015.030717 + Penalty 2151.445622 = -7809863.585095 nChanged 10 SP:Iteration 77Q (14287.942153 sec): 3 clusters Score: Raw -7812016.282952 + Penalty 2151.445622 = -7809864.837331 nChanged 10 SP:Iteration 78Q (14288.031888 sec): 3 clusters Score: Raw -7812017.655331 + Penalty 2151.445622 = -7809866.209709 nChanged 11 SP:Iteration 79Q (14288.121776 sec): 3 clusters Score: Raw -7812019.047981 + Penalty 2151.445622 = -7809867.602360 nChanged 6 SP:Iteration 80F (14288.229854 sec): 3 clusters Score: Raw -7812020.715975 + Penalty 2151.445622 = -7809869.270354 nChanged 7 SP:Iteration 81Q (14288.319800 sec): 3 clusters Score: Raw -7812022.314502 + Penalty 2151.445622 = -7809870.868881 nChanged 9 SP:Iteration 82Q (14288.409498 sec): 3 clusters Score: Raw -7812024.910330 + Penalty 2151.445622 = -7809873.464708 nChanged 14 SP:Iteration 83Q (14288.499598 sec): 3 clusters Score: Raw -7812027.293316 + Penalty 2151.445622 = -7809875.847694 nChanged 10 SP:Iteration 84Q (14288.590504 sec): 3 clusters Score: Raw -7812028.787331 + Penalty 2151.445622 = -7809877.341709 nChanged 5 SP:Iteration 85Q (14288.680645 sec): 3 clusters Score: Raw -7812029.490185 + Penalty 2151.445622 = -7809878.044563 nChanged 1 SP:Iteration 86Q (14288.770856 sec): 3 clusters Score: Raw -7812029.589579 + Penalty 2151.445622 = -7809878.143958 nChanged 0 SP:Iteration 87F (14288.878841 sec): 3 clusters Score: Raw -7812029.589579 + Penalty 2151.445622 = -7809878.143958 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14288.893563 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14288.918977 sec): 3 clusters Score: Raw -997385.255066 + Penalty 1758.890681 = -995626.364386 nChanged 4804 SP:Iteration 1F (14288.943374 sec): 3 clusters Score: Raw -1000140.590626 + Penalty 1758.890681 = -998381.699945 nChanged 567 SP:Iteration 2F (14288.967756 sec): 3 clusters Score: Raw -1000403.139702 + Penalty 1758.890681 = -998644.249021 nChanged 617 SP:Iteration 3F (14288.992001 sec): 3 clusters Score: Raw -1000754.049411 + Penalty 1758.890681 = -998995.158730 nChanged 710 SP:Iteration 4F (14289.016421 sec): 3 clusters Score: Raw -1001252.669506 + Penalty 1758.890681 = -999493.778825 nChanged 752 SP:Iteration 5F (14289.040905 sec): 3 clusters Score: Raw -1001843.443877 + Penalty 1758.890681 = -1000084.553196 nChanged 714 SP:Iteration 6F (14289.065400 sec): 3 clusters Score: Raw -1002458.834112 + Penalty 1758.890681 = -1000699.943431 nChanged 579 SP:Iteration 7F (14289.089780 sec): 3 clusters Score: Raw -1002956.486121 + Penalty 1758.890681 = -1001197.595440 nChanged 418 SP:Iteration 8Q (14289.114015 sec): 3 clusters Score: Raw -1003273.698459 + Penalty 1758.890681 = -1001514.807778 nChanged 282 SP:Iteration 9Q (14289.137938 sec): 3 clusters Score: Raw -1003478.380452 + Penalty 1758.890681 = -1001719.489771 nChanged 195 SP:Iteration 10Q (14289.161835 sec): 3 clusters Score: Raw -1003633.391312 + Penalty 1758.890681 = -1001874.500631 nChanged 140 SP:Iteration 11Q (14289.185234 sec): 3 clusters Score: Raw -1003751.277287 + Penalty 1758.890681 = -1001992.386606 nChanged 104 SP:Iteration 12Q (14289.208407 sec): 3 clusters Score: Raw -1003835.765465 + Penalty 1758.890681 = -1002076.874784 nChanged 49 SP:Iteration 13Q (14289.231310 sec): 3 clusters Score: Raw -1003869.374606 + Penalty 1758.890681 = -1002110.483925 nChanged 21 SP:Iteration 14Q (14289.253894 sec): 3 clusters Score: Raw -1003895.119190 + Penalty 1758.890681 = -1002136.228509 nChanged 24 SP:Iteration 15Q (14289.276305 sec): 3 clusters Score: Raw -1003912.091517 + Penalty 1758.890681 = -1002153.200837 nChanged 20 SP:Iteration 16Q (14289.298814 sec): 3 clusters Score: Raw -1003929.677677 + Penalty 1758.890681 = -1002170.786996 nChanged 19 SP:Iteration 17Q (14289.321272 sec): 3 clusters Score: Raw -1003943.734458 + Penalty 1758.890681 = -1002184.843777 nChanged 7 SP:Iteration 18Q (14289.343641 sec): 3 clusters Score: Raw -1003948.058510 + Penalty 1758.890681 = -1002189.167829 nChanged 7 SP:Iteration 19Q (14289.365922 sec): 3 clusters Score: Raw -1003957.265674 + Penalty 1758.890681 = -1002198.374993 nChanged 11 SP:Iteration 20F (14289.390253 sec): 3 clusters Score: Raw -1003969.321222 + Penalty 1758.890681 = -1002210.430541 nChanged 10 SP:Iteration 21Q (14289.412639 sec): 3 clusters Score: Raw -1003978.924442 + Penalty 1758.890681 = -1002220.033761 nChanged 6 SP:Iteration 22Q (14289.434986 sec): 3 clusters Score: Raw -1003983.368789 + Penalty 1758.890681 = -1002224.478108 nChanged 7 SP:Iteration 23Q (14289.457138 sec): 3 clusters Score: Raw -1003986.561801 + Penalty 1758.890681 = -1002227.671120 nChanged 0 SP:Iteration 24F (14289.481479 sec): 3 clusters Score: Raw -1003986.561801 + Penalty 1758.890681 = -1002227.671120 nChanged 0 Trying to split cluster 9 (16031 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14289.509680 sec): 2 clusters Score: Raw -1454082.365889 + Penalty 919.816565 = -1453162.549324 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14289.542572 sec): 3 clusters Score: Raw -1444203.470028 + Penalty 1839.633129 = -1442363.836899 nChanged 7364 SP:Iteration 1F (14289.573715 sec): 3 clusters Score: Raw -1448598.833419 + Penalty 1839.633129 = -1446759.200290 nChanged 969 SP:Iteration 2F (14289.604953 sec): 3 clusters Score: Raw -1449050.586566 + Penalty 1839.633129 = -1447210.953437 nChanged 936 SP:Iteration 3F (14289.636174 sec): 3 clusters Score: Raw -1449532.448409 + Penalty 1839.633129 = -1447692.815280 nChanged 932 SP:Iteration 4F (14289.667308 sec): 3 clusters Score: Raw -1450109.774658 + Penalty 1839.633129 = -1448270.141529 nChanged 1026 SP:Iteration 5F (14289.698645 sec): 3 clusters Score: Raw -1450790.509555 + Penalty 1839.633129 = -1448950.876425 nChanged 986 SP:Iteration 6F (14289.729763 sec): 3 clusters Score: Raw -1451502.755119 + Penalty 1839.633129 = -1449663.121990 nChanged 919 SP:Iteration 7F (14289.761079 sec): 3 clusters Score: Raw -1452178.973927 + Penalty 1839.633129 = -1450339.340798 nChanged 728 SP:Iteration 8Q (14289.792053 sec): 3 clusters Score: Raw -1452748.249039 + Penalty 1839.633129 = -1450908.615910 nChanged 593 SP:Iteration 9Q (14289.822940 sec): 3 clusters Score: Raw -1453231.005624 + Penalty 1839.633129 = -1451391.372495 nChanged 475 SP:Iteration 10Q (14289.853377 sec): 3 clusters Score: Raw -1453702.160560 + Penalty 1839.633129 = -1451862.527431 nChanged 339 SP:Iteration 11Q (14289.882906 sec): 3 clusters Score: Raw -1454087.837360 + Penalty 1839.633129 = -1452248.204231 nChanged 208 SP:Iteration 12Q (14289.911516 sec): 3 clusters Score: Raw -1454275.952293 + Penalty 1839.633129 = -1452436.319164 nChanged 150 SP:Iteration 13Q (14289.939439 sec): 3 clusters Score: Raw -1454385.842338 + Penalty 1839.633129 = -1452546.209209 nChanged 97 SP:Iteration 14Q (14289.967132 sec): 3 clusters Score: Raw -1454456.867777 + Penalty 1839.633129 = -1452617.234648 nChanged 75 SP:Iteration 15Q (14289.994530 sec): 3 clusters Score: Raw -1454498.769171 + Penalty 1839.633129 = -1452659.136042 nChanged 53 SP:Iteration 16Q (14290.021709 sec): 3 clusters Score: Raw -1454522.586550 + Penalty 1839.633129 = -1452682.953421 nChanged 43 SP:Iteration 17Q (14290.049003 sec): 3 clusters Score: Raw -1454540.323928 + Penalty 1839.633129 = -1452700.690799 nChanged 33 SP:Iteration 18Q (14290.076260 sec): 3 clusters Score: Raw -1454552.349676 + Penalty 1839.633129 = -1452712.716547 nChanged 29 SP:Iteration 19Q (14290.103440 sec): 3 clusters Score: Raw -1454563.084119 + Penalty 1839.633129 = -1452723.450990 nChanged 25 SP:Iteration 20F (14290.134691 sec): 3 clusters Score: Raw -1454571.959391 + Penalty 1839.633129 = -1452732.326262 nChanged 21 SP:Iteration 21Q (14290.161805 sec): 3 clusters Score: Raw -1454578.224317 + Penalty 1839.633129 = -1452738.591188 nChanged 14 SP:Iteration 22Q (14290.188745 sec): 3 clusters Score: Raw -1454582.295389 + Penalty 1839.633129 = -1452742.662260 nChanged 15 SP:Iteration 23Q (14290.215898 sec): 3 clusters Score: Raw -1454585.398773 + Penalty 1839.633129 = -1452745.765644 nChanged 15 SP:Iteration 24Q (14290.243097 sec): 3 clusters Score: Raw -1454589.923736 + Penalty 1839.633129 = -1452750.290607 nChanged 10 SP:Iteration 25Q (14290.270008 sec): 3 clusters Score: Raw -1454593.295824 + Penalty 1839.633129 = -1452753.662695 nChanged 12 SP:Iteration 26Q (14290.296929 sec): 3 clusters Score: Raw -1454595.740934 + Penalty 1839.633129 = -1452756.107805 nChanged 10 SP:Iteration 27Q (14290.323847 sec): 3 clusters Score: Raw -1454598.622088 + Penalty 1839.633129 = -1452758.988959 nChanged 9 SP:Iteration 28Q (14290.350896 sec): 3 clusters Score: Raw -1454600.483908 + Penalty 1839.633129 = -1452760.850779 nChanged 5 SP:Iteration 29Q (14290.377787 sec): 3 clusters Score: Raw -1454602.417347 + Penalty 1839.633129 = -1452762.784218 nChanged 3 SP:Iteration 30Q (14290.405025 sec): 3 clusters Score: Raw -1454602.823778 + Penalty 1839.633129 = -1452763.190649 nChanged 2 SP:Iteration 31Q (14290.432040 sec): 3 clusters Score: Raw -1454603.255549 + Penalty 1839.633129 = -1452763.622420 nChanged 3 SP:Iteration 32Q (14290.459050 sec): 3 clusters Score: Raw -1454604.119435 + Penalty 1839.633129 = -1452764.486306 nChanged 5 SP:Iteration 33Q (14290.486281 sec): 3 clusters Score: Raw -1454606.539479 + Penalty 1839.633129 = -1452766.906350 nChanged 2 SP:Iteration 34Q (14290.513474 sec): 3 clusters Score: Raw -1454607.286871 + Penalty 1839.633129 = -1452767.653742 nChanged 2 SP:Iteration 35Q (14290.540516 sec): 3 clusters Score: Raw -1454607.634855 + Penalty 1839.633129 = -1452768.001726 nChanged 1 SP:Iteration 36Q (14290.567606 sec): 3 clusters Score: Raw -1454607.705017 + Penalty 1839.633129 = -1452768.071888 nChanged 0 SP:Iteration 37F (14290.598948 sec): 3 clusters Score: Raw -1454607.705017 + Penalty 1839.633129 = -1452768.071888 nChanged 0 Trying to split cluster 10 (31135 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14290.639711 sec): 2 clusters Score: Raw -2996063.142562 + Penalty 982.878347 = -2995080.264215 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14290.691359 sec): 3 clusters Score: Raw -2976183.912337 + Penalty 1965.756695 = -2974218.155643 nChanged 14594 SP:Iteration 1F (14290.739897 sec): 3 clusters Score: Raw -2985033.313520 + Penalty 1965.756695 = -2983067.556825 nChanged 1788 SP:Iteration 2F (14290.788271 sec): 3 clusters Score: Raw -2986049.124490 + Penalty 1965.756695 = -2984083.367795 nChanged 2164 SP:Iteration 3F (14290.836704 sec): 3 clusters Score: Raw -2987560.216598 + Penalty 1965.756695 = -2985594.459903 nChanged 2472 SP:Iteration 4F (14290.884997 sec): 3 clusters Score: Raw -2989604.879190 + Penalty 1965.756695 = -2987639.122495 nChanged 2421 SP:Iteration 5F (14290.933423 sec): 3 clusters Score: Raw -2991886.446472 + Penalty 1965.756695 = -2989920.689778 nChanged 2126 SP:Iteration 6F (14290.981696 sec): 3 clusters Score: Raw -2993619.020014 + Penalty 1965.756695 = -2991653.263319 nChanged 1405 SP:Iteration 7Q (14291.029652 sec): 3 clusters Score: Raw -2994449.858228 + Penalty 1965.756695 = -2992484.101533 nChanged 855 SP:Iteration 8Q (14291.076253 sec): 3 clusters Score: Raw -2994954.595343 + Penalty 1965.756695 = -2992988.838649 nChanged 671 SP:Iteration 9Q (14291.122208 sec): 3 clusters Score: Raw -2995348.693323 + Penalty 1965.756695 = -2993382.936628 nChanged 546 SP:Iteration 10Q (14291.168309 sec): 3 clusters Score: Raw -2995622.713161 + Penalty 1965.756695 = -2993656.956466 nChanged 414 SP:Iteration 11Q (14291.213989 sec): 3 clusters Score: Raw -2995799.649015 + Penalty 1965.756695 = -2993833.892320 nChanged 342 SP:Iteration 12Q (14291.259157 sec): 3 clusters Score: Raw -2995909.113454 + Penalty 1965.756695 = -2993943.356760 nChanged 281 SP:Iteration 13Q (14291.304280 sec): 3 clusters Score: Raw -2995982.709775 + Penalty 1965.756695 = -2994016.953080 nChanged 218 SP:Iteration 14Q (14291.348976 sec): 3 clusters Score: Raw -2996035.925659 + Penalty 1965.756695 = -2994070.168964 nChanged 200 SP:Iteration 15Q (14291.393834 sec): 3 clusters Score: Raw -2996076.648946 + Penalty 1965.756695 = -2994110.892251 nChanged 156 SP:Iteration 16Q (14291.438476 sec): 3 clusters Score: Raw -2996107.132601 + Penalty 1965.756695 = -2994141.375906 nChanged 157 SP:Iteration 17Q (14291.482499 sec): 3 clusters Score: Raw -2996133.593913 + Penalty 1965.756695 = -2994167.837219 nChanged 126 SP:Iteration 18Q (14291.527038 sec): 3 clusters Score: Raw -2996151.432332 + Penalty 1965.756695 = -2994185.675637 nChanged 114 SP:Iteration 19Q (14291.571467 sec): 3 clusters Score: Raw -2996166.774182 + Penalty 1965.756695 = -2994201.017487 nChanged 99 SP:Iteration 20F (14291.619665 sec): 3 clusters Score: Raw -2996178.752211 + Penalty 1965.756695 = -2994212.995516 nChanged 97 SP:Iteration 21Q (14291.664295 sec): 3 clusters Score: Raw -2996190.836069 + Penalty 1965.756695 = -2994225.079374 nChanged 91 SP:Iteration 22Q (14291.708686 sec): 3 clusters Score: Raw -2996200.032906 + Penalty 1965.756695 = -2994234.276211 nChanged 65 SP:Iteration 23Q (14291.753152 sec): 3 clusters Score: Raw -2996205.875301 + Penalty 1965.756695 = -2994240.118606 nChanged 66 SP:Iteration 24Q (14291.797336 sec): 3 clusters Score: Raw -2996212.241422 + Penalty 1965.756695 = -2994246.484727 nChanged 64 SP:Iteration 25Q (14291.841525 sec): 3 clusters Score: Raw -2996218.924314 + Penalty 1965.756695 = -2994253.167619 nChanged 61 SP:Iteration 26Q (14291.885611 sec): 3 clusters Score: Raw -2996225.013749 + Penalty 1965.756695 = -2994259.257054 nChanged 65 SP:Iteration 27Q (14291.929745 sec): 3 clusters Score: Raw -2996230.992873 + Penalty 1965.756695 = -2994265.236178 nChanged 69 SP:Iteration 28Q (14291.973495 sec): 3 clusters Score: Raw -2996237.059178 + Penalty 1965.756695 = -2994271.302484 nChanged 71 SP:Iteration 29Q (14292.017681 sec): 3 clusters Score: Raw -2996243.074614 + Penalty 1965.756695 = -2994277.317920 nChanged 65 SP:Iteration 30Q (14292.061333 sec): 3 clusters Score: Raw -2996248.156642 + Penalty 1965.756695 = -2994282.399947 nChanged 62 SP:Iteration 31Q (14292.105400 sec): 3 clusters Score: Raw -2996253.510853 + Penalty 1965.756695 = -2994287.754158 nChanged 61 SP:Iteration 32Q (14292.149205 sec): 3 clusters Score: Raw -2996258.846898 + Penalty 1965.756695 = -2994293.090203 nChanged 67 SP:Iteration 33Q (14292.192880 sec): 3 clusters Score: Raw -2996264.846339 + Penalty 1965.756695 = -2994299.089644 nChanged 74 SP:Iteration 34Q (14292.236585 sec): 3 clusters Score: Raw -2996272.050926 + Penalty 1965.756695 = -2994306.294232 nChanged 64 SP:Iteration 35Q (14292.280262 sec): 3 clusters Score: Raw -2996278.128294 + Penalty 1965.756695 = -2994312.371599 nChanged 65 SP:Iteration 36Q (14292.324087 sec): 3 clusters Score: Raw -2996284.467373 + Penalty 1965.756695 = -2994318.710678 nChanged 65 SP:Iteration 37Q (14292.367371 sec): 3 clusters Score: Raw -2996290.071641 + Penalty 1965.756695 = -2994324.314947 nChanged 60 SP:Iteration 38Q (14292.411157 sec): 3 clusters Score: Raw -2996295.596692 + Penalty 1965.756695 = -2994329.839997 nChanged 50 SP:Iteration 39Q (14292.454501 sec): 3 clusters Score: Raw -2996299.921572 + Penalty 1965.756695 = -2994334.164877 nChanged 55 SP:Iteration 40F (14292.502796 sec): 3 clusters Score: Raw -2996304.520513 + Penalty 1965.756695 = -2994338.763818 nChanged 54 SP:Iteration 41Q (14292.546858 sec): 3 clusters Score: Raw -2996309.193639 + Penalty 1965.756695 = -2994343.436944 nChanged 60 SP:Iteration 42Q (14292.590122 sec): 3 clusters Score: Raw -2996315.768194 + Penalty 1965.756695 = -2994350.011500 nChanged 62 SP:Iteration 43Q (14292.633794 sec): 3 clusters Score: Raw -2996321.512923 + Penalty 1965.756695 = -2994355.756228 nChanged 66 SP:Iteration 44Q (14292.677018 sec): 3 clusters Score: Raw -2996327.016540 + Penalty 1965.756695 = -2994361.259845 nChanged 58 SP:Iteration 45Q (14292.720390 sec): 3 clusters Score: Raw -2996331.336315 + Penalty 1965.756695 = -2994365.579620 nChanged 41 SP:Iteration 46Q (14292.763491 sec): 3 clusters Score: Raw -2996334.072229 + Penalty 1965.756695 = -2994368.315534 nChanged 43 SP:Iteration 47Q (14292.806925 sec): 3 clusters Score: Raw -2996337.712071 + Penalty 1965.756695 = -2994371.955376 nChanged 53 SP:Iteration 48Q (14292.850285 sec): 3 clusters Score: Raw -2996341.922106 + Penalty 1965.756695 = -2994376.165412 nChanged 43 SP:Iteration 49Q (14292.893354 sec): 3 clusters Score: Raw -2996345.679710 + Penalty 1965.756695 = -2994379.923015 nChanged 42 SP:Iteration 50Q (14292.936247 sec): 3 clusters Score: Raw -2996349.885453 + Penalty 1965.756695 = -2994384.128758 nChanged 40 SP:Iteration 51Q (14292.979566 sec): 3 clusters Score: Raw -2996353.846564 + Penalty 1965.756695 = -2994388.089869 nChanged 30 SP:Iteration 52Q (14293.022479 sec): 3 clusters Score: Raw -2996356.561895 + Penalty 1965.756695 = -2994390.805200 nChanged 29 SP:Iteration 53Q (14293.065557 sec): 3 clusters Score: Raw -2996359.800363 + Penalty 1965.756695 = -2994394.043668 nChanged 45 SP:Iteration 54Q (14293.109653 sec): 3 clusters Score: Raw -2996365.433940 + Penalty 1965.756695 = -2994399.677245 nChanged 47 SP:Iteration 55Q (14293.153009 sec): 3 clusters Score: Raw -2996371.860591 + Penalty 1965.756695 = -2994406.103897 nChanged 54 SP:Iteration 56Q (14293.195493 sec): 3 clusters Score: Raw -2996380.270203 + Penalty 1965.756695 = -2994414.513509 nChanged 49 SP:Iteration 57Q (14293.238122 sec): 3 clusters Score: Raw -2996388.315150 + Penalty 1965.756695 = -2994422.558455 nChanged 54 SP:Iteration 58Q (14293.280975 sec): 3 clusters Score: Raw -2996394.865257 + Penalty 1965.756695 = -2994429.108562 nChanged 44 SP:Iteration 59Q (14293.323493 sec): 3 clusters Score: Raw -2996400.216129 + Penalty 1965.756695 = -2994434.459434 nChanged 47 SP:Iteration 60F (14293.371748 sec): 3 clusters Score: Raw -2996406.952496 + Penalty 1965.756695 = -2994441.195801 nChanged 57 SP:Iteration 61Q (14293.414706 sec): 3 clusters Score: Raw -2996414.470643 + Penalty 1965.756695 = -2994448.713948 nChanged 41 SP:Iteration 62Q (14293.457608 sec): 3 clusters Score: Raw -2996419.028810 + Penalty 1965.756695 = -2994453.272115 nChanged 33 SP:Iteration 63Q (14293.500033 sec): 3 clusters Score: Raw -2996422.037539 + Penalty 1965.756695 = -2994456.280844 nChanged 33 SP:Iteration 64Q (14293.542832 sec): 3 clusters Score: Raw -2996425.219607 + Penalty 1965.756695 = -2994459.462912 nChanged 42 SP:Iteration 65Q (14293.585281 sec): 3 clusters Score: Raw -2996429.060027 + Penalty 1965.756695 = -2994463.303332 nChanged 30 SP:Iteration 66Q (14293.627991 sec): 3 clusters Score: Raw -2996431.681886 + Penalty 1965.756695 = -2994465.925191 nChanged 31 SP:Iteration 67Q (14293.670344 sec): 3 clusters Score: Raw -2996433.772257 + Penalty 1965.756695 = -2994468.015562 nChanged 26 SP:Iteration 68Q (14293.712868 sec): 3 clusters Score: Raw -2996435.586965 + Penalty 1965.756695 = -2994469.830270 nChanged 14 SP:Iteration 69Q (14293.755235 sec): 3 clusters Score: Raw -2996436.573019 + Penalty 1965.756695 = -2994470.816324 nChanged 16 SP:Iteration 70Q (14293.797789 sec): 3 clusters Score: Raw -2996437.563661 + Penalty 1965.756695 = -2994471.806966 nChanged 12 SP:Iteration 71Q (14293.840114 sec): 3 clusters Score: Raw -2996438.333158 + Penalty 1965.756695 = -2994472.576463 nChanged 17 SP:Iteration 72Q (14293.882549 sec): 3 clusters Score: Raw -2996439.295423 + Penalty 1965.756695 = -2994473.538728 nChanged 12 SP:Iteration 73Q (14293.925124 sec): 3 clusters Score: Raw -2996440.067109 + Penalty 1965.756695 = -2994474.310414 nChanged 10 SP:Iteration 74Q (14293.967602 sec): 3 clusters Score: Raw -2996440.942687 + Penalty 1965.756695 = -2994475.185992 nChanged 13 SP:Iteration 75Q (14294.009889 sec): 3 clusters Score: Raw -2996442.061668 + Penalty 1965.756695 = -2994476.304973 nChanged 14 SP:Iteration 76Q (14294.052447 sec): 3 clusters Score: Raw -2996443.703615 + Penalty 1965.756695 = -2994477.946920 nChanged 25 SP:Iteration 77Q (14294.094710 sec): 3 clusters Score: Raw -2996447.043936 + Penalty 1965.756695 = -2994481.287241 nChanged 25 SP:Iteration 78Q (14294.136904 sec): 3 clusters Score: Raw -2996449.299914 + Penalty 1965.756695 = -2994483.543220 nChanged 17 SP:Iteration 79Q (14294.178992 sec): 3 clusters Score: Raw -2996450.418546 + Penalty 1965.756695 = -2994484.661851 nChanged 12 SP:Iteration 80F (14294.227350 sec): 3 clusters Score: Raw -2996451.149311 + Penalty 1965.756695 = -2994485.392616 nChanged 14 SP:Iteration 81Q (14294.269853 sec): 3 clusters Score: Raw -2996452.168129 + Penalty 1965.756695 = -2994486.411434 nChanged 17 SP:Iteration 82Q (14294.311878 sec): 3 clusters Score: Raw -2996453.334512 + Penalty 1965.756695 = -2994487.577817 nChanged 14 SP:Iteration 83Q (14294.353911 sec): 3 clusters Score: Raw -2996454.322429 + Penalty 1965.756695 = -2994488.565735 nChanged 16 SP:Iteration 84Q (14294.396333 sec): 3 clusters Score: Raw -2996455.218265 + Penalty 1965.756695 = -2994489.461570 nChanged 14 SP:Iteration 85Q (14294.438483 sec): 3 clusters Score: Raw -2996456.290838 + Penalty 1965.756695 = -2994490.534143 nChanged 10 SP:Iteration 86Q (14294.480785 sec): 3 clusters Score: Raw -2996457.013586 + Penalty 1965.756695 = -2994491.256891 nChanged 9 SP:Iteration 87Q (14294.522956 sec): 3 clusters Score: Raw -2996457.638993 + Penalty 1965.756695 = -2994491.882298 nChanged 11 SP:Iteration 88Q (14294.565236 sec): 3 clusters Score: Raw -2996458.440099 + Penalty 1965.756695 = -2994492.683405 nChanged 6 SP:Iteration 89Q (14294.607498 sec): 3 clusters Score: Raw -2996458.772712 + Penalty 1965.756695 = -2994493.016017 nChanged 5 SP:Iteration 90Q (14294.649668 sec): 3 clusters Score: Raw -2996458.941899 + Penalty 1965.756695 = -2994493.185204 nChanged 5 SP:Iteration 91Q (14294.691647 sec): 3 clusters Score: Raw -2996459.209879 + Penalty 1965.756695 = -2994493.453185 nChanged 8 SP:Iteration 92Q (14294.733947 sec): 3 clusters Score: Raw -2996459.611998 + Penalty 1965.756695 = -2994493.855303 nChanged 6 SP:Iteration 93Q (14294.776143 sec): 3 clusters Score: Raw -2996459.796777 + Penalty 1965.756695 = -2994494.040082 nChanged 2 SP:Iteration 94Q (14294.818413 sec): 3 clusters Score: Raw -2996459.909195 + Penalty 1965.756695 = -2994494.152500 nChanged 1 SP:Iteration 95Q (14294.860464 sec): 3 clusters Score: Raw -2996459.933059 + Penalty 1965.756695 = -2994494.176365 nChanged 0 SP:Iteration 96F (14294.908787 sec): 3 clusters Score: Raw -2996459.933059 + Penalty 1965.756695 = -2994494.176365 nChanged 0 Trying to split cluster 11 (62705 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14294.981781 sec): 2 clusters Score: Raw -5726411.950675 + Penalty 1049.388664 = -5725362.562011 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14295.071824 sec): 3 clusters Score: Raw -5685651.626488 + Penalty 2098.777329 = -5683552.849159 nChanged 29978 SP:Iteration 1F (14295.157135 sec): 3 clusters Score: Raw -5702904.862163 + Penalty 2098.777329 = -5700806.084834 nChanged 2501 SP:Iteration 2Q (14295.246779 sec): 3 clusters Score: Raw -5703714.835613 + Penalty 2098.777329 = -5701616.058284 nChanged 2845 SP:Iteration 3Q (14295.336396 sec): 3 clusters Score: Raw -5704833.092457 + Penalty 2098.777329 = -5702734.315128 nChanged 3178 SP:Iteration 4F (14295.421631 sec): 3 clusters Score: Raw -5706339.826169 + Penalty 2098.777329 = -5704241.048840 nChanged 3604 SP:Iteration 5F (14295.507080 sec): 3 clusters Score: Raw -5708513.757224 + Penalty 2098.777329 = -5706414.979895 nChanged 4066 SP:Iteration 6F (14295.592349 sec): 3 clusters Score: Raw -5711466.950785 + Penalty 2098.777329 = -5709368.173456 nChanged 4161 SP:Iteration 7F (14295.677662 sec): 3 clusters Score: Raw -5714904.949941 + Penalty 2098.777329 = -5712806.172612 nChanged 3677 SP:Iteration 8F (14295.769569 sec): 3 clusters Score: Raw -5717893.004714 + Penalty 2098.777329 = -5715794.227385 nChanged 2825 SP:Iteration 9Q (14295.857227 sec): 3 clusters Score: Raw -5719837.379983 + Penalty 2098.777329 = -5717738.602654 nChanged 1948 SP:Iteration 10Q (14295.942494 sec): 3 clusters Score: Raw -5720881.371525 + Penalty 2098.777329 = -5718782.594196 nChanged 1441 SP:Iteration 11Q (14296.025241 sec): 3 clusters Score: Raw -5721632.987962 + Penalty 2098.777329 = -5719534.210633 nChanged 1186 SP:Iteration 12Q (14296.106275 sec): 3 clusters Score: Raw -5722312.763898 + Penalty 2098.777329 = -5720213.986569 nChanged 1052 SP:Iteration 13Q (14296.187216 sec): 3 clusters Score: Raw -5722986.288614 + Penalty 2098.777329 = -5720887.511285 nChanged 935 SP:Iteration 14Q (14296.266633 sec): 3 clusters Score: Raw -5723655.889041 + Penalty 2098.777329 = -5721557.111713 nChanged 863 SP:Iteration 15Q (14296.344148 sec): 3 clusters Score: Raw -5724343.676412 + Penalty 2098.777329 = -5722244.899084 nChanged 806 SP:Iteration 16Q (14296.420850 sec): 3 clusters Score: Raw -5724933.862732 + Penalty 2098.777329 = -5722835.085403 nChanged 732 SP:Iteration 17Q (14296.496629 sec): 3 clusters Score: Raw -5725423.306330 + Penalty 2098.777329 = -5723324.529001 nChanged 641 SP:Iteration 18Q (14296.572099 sec): 3 clusters Score: Raw -5725790.916772 + Penalty 2098.777329 = -5723692.139444 nChanged 572 SP:Iteration 19Q (14296.646653 sec): 3 clusters Score: Raw -5726068.400060 + Penalty 2098.777329 = -5723969.622732 nChanged 456 SP:Iteration 20F (14296.731876 sec): 3 clusters Score: Raw -5726265.244518 + Penalty 2098.777329 = -5724166.467189 nChanged 404 SP:Iteration 21Q (14296.805975 sec): 3 clusters Score: Raw -5726406.978876 + Penalty 2098.777329 = -5724308.201547 nChanged 295 SP:Iteration 22Q (14296.879683 sec): 3 clusters Score: Raw -5726495.095316 + Penalty 2098.777329 = -5724396.317987 nChanged 247 SP:Iteration 23Q (14296.953361 sec): 3 clusters Score: Raw -5726555.503708 + Penalty 2098.777329 = -5724456.726379 nChanged 194 SP:Iteration 24Q (14297.036632 sec): 3 clusters Score: Raw -5726596.042641 + Penalty 2098.777329 = -5724497.265312 nChanged 162 SP:Iteration 25Q (14297.112858 sec): 3 clusters Score: Raw -5726620.615875 + Penalty 2098.777329 = -5724521.838546 nChanged 131 SP:Iteration 26Q (14297.186380 sec): 3 clusters Score: Raw -5726637.743526 + Penalty 2098.777329 = -5724538.966197 nChanged 105 SP:Iteration 27Q (14297.259682 sec): 3 clusters Score: Raw -5726648.567908 + Penalty 2098.777329 = -5724549.790579 nChanged 81 SP:Iteration 28Q (14297.332885 sec): 3 clusters Score: Raw -5726657.154495 + Penalty 2098.777329 = -5724558.377166 nChanged 70 SP:Iteration 29Q (14297.406278 sec): 3 clusters Score: Raw -5726663.777603 + Penalty 2098.777329 = -5724565.000274 nChanged 65 SP:Iteration 30Q (14297.479768 sec): 3 clusters Score: Raw -5726670.834232 + Penalty 2098.777329 = -5724572.056903 nChanged 59 SP:Iteration 31Q (14297.552928 sec): 3 clusters Score: Raw -5726675.967479 + Penalty 2098.777329 = -5724577.190150 nChanged 45 SP:Iteration 32Q (14297.626454 sec): 3 clusters Score: Raw -5726679.352496 + Penalty 2098.777329 = -5724580.575167 nChanged 46 SP:Iteration 33Q (14297.699673 sec): 3 clusters Score: Raw -5726683.059320 + Penalty 2098.777329 = -5724584.281991 nChanged 45 SP:Iteration 34Q (14297.772785 sec): 3 clusters Score: Raw -5726687.511397 + Penalty 2098.777329 = -5724588.734069 nChanged 50 SP:Iteration 35Q (14297.845984 sec): 3 clusters Score: Raw -5726692.349960 + Penalty 2098.777329 = -5724593.572632 nChanged 44 SP:Iteration 36Q (14297.919069 sec): 3 clusters Score: Raw -5726695.503171 + Penalty 2098.777329 = -5724596.725842 nChanged 34 SP:Iteration 37Q (14297.992253 sec): 3 clusters Score: Raw -5726697.721231 + Penalty 2098.777329 = -5724598.943902 nChanged 25 SP:Iteration 38Q (14298.065143 sec): 3 clusters Score: Raw -5726699.200485 + Penalty 2098.777329 = -5724600.423156 nChanged 19 SP:Iteration 39Q (14298.138206 sec): 3 clusters Score: Raw -5726700.197226 + Penalty 2098.777329 = -5724601.419897 nChanged 16 SP:Iteration 40F (14298.223293 sec): 3 clusters Score: Raw -5726700.768051 + Penalty 2098.777329 = -5724601.990722 nChanged 16 SP:Iteration 41Q (14298.296386 sec): 3 clusters Score: Raw -5726701.462653 + Penalty 2098.777329 = -5724602.685324 nChanged 10 SP:Iteration 42Q (14298.369387 sec): 3 clusters Score: Raw -5726701.779559 + Penalty 2098.777329 = -5724603.002230 nChanged 10 SP:Iteration 43Q (14298.442523 sec): 3 clusters Score: Raw -5726702.207964 + Penalty 2098.777329 = -5724603.430635 nChanged 7 SP:Iteration 44Q (14298.515502 sec): 3 clusters Score: Raw -5726702.510622 + Penalty 2098.777329 = -5724603.733293 nChanged 9 SP:Iteration 45Q (14298.588345 sec): 3 clusters Score: Raw -5726702.937464 + Penalty 2098.777329 = -5724604.160135 nChanged 13 SP:Iteration 46Q (14298.661219 sec): 3 clusters Score: Raw -5726703.640505 + Penalty 2098.777329 = -5724604.863176 nChanged 14 SP:Iteration 47Q (14298.734199 sec): 3 clusters Score: Raw -5726704.175538 + Penalty 2098.777329 = -5724605.398209 nChanged 11 SP:Iteration 48Q (14298.807126 sec): 3 clusters Score: Raw -5726704.575231 + Penalty 2098.777329 = -5724605.797902 nChanged 9 SP:Iteration 49Q (14298.880444 sec): 3 clusters Score: Raw -5726704.888327 + Penalty 2098.777329 = -5724606.110998 nChanged 13 SP:Iteration 50Q (14298.953408 sec): 3 clusters Score: Raw -5726705.424751 + Penalty 2098.777329 = -5724606.647422 nChanged 7 SP:Iteration 51Q (14299.026430 sec): 3 clusters Score: Raw -5726705.799226 + Penalty 2098.777329 = -5724607.021897 nChanged 13 SP:Iteration 52Q (14299.099698 sec): 3 clusters Score: Raw -5726706.292217 + Penalty 2098.777329 = -5724607.514888 nChanged 6 SP:Iteration 53Q (14299.172880 sec): 3 clusters Score: Raw -5726706.530395 + Penalty 2098.777329 = -5724607.753066 nChanged 4 SP:Iteration 54Q (14299.245620 sec): 3 clusters Score: Raw -5726706.734150 + Penalty 2098.777329 = -5724607.956821 nChanged 9 SP:Iteration 55Q (14299.318694 sec): 3 clusters Score: Raw -5726707.120891 + Penalty 2098.777329 = -5724608.343562 nChanged 5 SP:Iteration 56Q (14299.391476 sec): 3 clusters Score: Raw -5726707.225989 + Penalty 2098.777329 = -5724608.448660 nChanged 3 SP:Iteration 57Q (14299.464673 sec): 3 clusters Score: Raw -5726707.285342 + Penalty 2098.777329 = -5724608.508013 nChanged 1 SP:Iteration 58Q (14299.537852 sec): 3 clusters Score: Raw -5726707.321757 + Penalty 2098.777329 = -5724608.544428 nChanged 1 SP:Iteration 59Q (14299.610765 sec): 3 clusters Score: Raw -5726707.335330 + Penalty 2098.777329 = -5724608.558001 nChanged 1 SP:Iteration 60F (14299.695888 sec): 3 clusters Score: Raw -5726707.348355 + Penalty 2098.777329 = -5724608.571026 nChanged 2 SP:Iteration 61Q (14299.768905 sec): 3 clusters Score: Raw -5726707.378499 + Penalty 2098.777329 = -5724608.601170 nChanged 2 SP:Iteration 62Q (14299.841922 sec): 3 clusters Score: Raw -5726707.430371 + Penalty 2098.777329 = -5724608.653042 nChanged 2 SP:Iteration 63Q (14299.914939 sec): 3 clusters Score: Raw -5726707.474071 + Penalty 2098.777329 = -5724608.696743 nChanged 0 SP:Iteration 64F (14300.000398 sec): 3 clusters Score: Raw -5726707.474071 + Penalty 2098.777329 = -5724608.696743 nChanged 0 Trying to split cluster 12 (2499 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14300.007519 sec): 2 clusters Score: Raw -234104.537884 + Penalty 743.246363 = -233361.291521 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14300.017542 sec): 3 clusters Score: Raw -232884.660712 + Penalty 1486.492727 = -231398.167985 nChanged 961 SP:Iteration 1F (14300.026812 sec): 3 clusters Score: Raw -233516.832637 + Penalty 1486.492727 = -232030.339911 nChanged 246 SP:Iteration 2F (14300.035998 sec): 3 clusters Score: Raw -233733.395073 + Penalty 1486.492727 = -232246.902346 nChanged 170 SP:Iteration 3F (14300.045175 sec): 3 clusters Score: Raw -233866.734141 + Penalty 1486.492727 = -232380.241415 nChanged 134 SP:Iteration 4F (14300.054332 sec): 3 clusters Score: Raw -233957.439377 + Penalty 1486.492727 = -232470.946650 nChanged 94 SP:Iteration 5Q (14300.063499 sec): 3 clusters Score: Raw -234023.207937 + Penalty 1486.492727 = -232536.715210 nChanged 78 SP:Iteration 6Q (14300.072639 sec): 3 clusters Score: Raw -234070.023568 + Penalty 1486.492727 = -232583.530842 nChanged 66 SP:Iteration 7Q (14300.081766 sec): 3 clusters Score: Raw -234109.490430 + Penalty 1486.492727 = -232622.997703 nChanged 53 SP:Iteration 8Q (14300.090758 sec): 3 clusters Score: Raw -234143.606691 + Penalty 1486.492727 = -232657.113964 nChanged 53 SP:Iteration 9Q (14300.099865 sec): 3 clusters Score: Raw -234175.475780 + Penalty 1486.492727 = -232688.983053 nChanged 40 SP:Iteration 10Q (14300.108806 sec): 3 clusters Score: Raw -234200.695633 + Penalty 1486.492727 = -232714.202906 nChanged 33 SP:Iteration 11Q (14300.117944 sec): 3 clusters Score: Raw -234221.284204 + Penalty 1486.492727 = -232734.791477 nChanged 22 SP:Iteration 12Q (14300.126886 sec): 3 clusters Score: Raw -234235.447748 + Penalty 1486.492727 = -232748.955021 nChanged 23 SP:Iteration 13Q (14300.135775 sec): 3 clusters Score: Raw -234254.748803 + Penalty 1486.492727 = -232768.256076 nChanged 20 SP:Iteration 14Q (14300.144733 sec): 3 clusters Score: Raw -234265.668513 + Penalty 1486.492727 = -232779.175786 nChanged 18 SP:Iteration 15Q (14300.153731 sec): 3 clusters Score: Raw -234278.232205 + Penalty 1486.492727 = -232791.739479 nChanged 14 SP:Iteration 16Q (14300.162689 sec): 3 clusters Score: Raw -234286.685446 + Penalty 1486.492727 = -232800.192719 nChanged 13 SP:Iteration 17Q (14300.171600 sec): 3 clusters Score: Raw -234293.091462 + Penalty 1486.492727 = -232806.598735 nChanged 8 SP:Iteration 18Q (14300.180526 sec): 3 clusters Score: Raw -234297.341600 + Penalty 1486.492727 = -232810.848873 nChanged 7 SP:Iteration 19Q (14300.189626 sec): 3 clusters Score: Raw -234301.476852 + Penalty 1486.492727 = -232814.984126 nChanged 6 SP:Iteration 20F (14300.198635 sec): 3 clusters Score: Raw -234304.084075 + Penalty 1486.492727 = -232817.591348 nChanged 6 SP:Iteration 21Q (14300.207376 sec): 3 clusters Score: Raw -234306.400059 + Penalty 1486.492727 = -232819.907332 nChanged 4 SP:Iteration 22Q (14300.216133 sec): 3 clusters Score: Raw -234307.463837 + Penalty 1486.492727 = -232820.971110 nChanged 5 SP:Iteration 23Q (14300.224994 sec): 3 clusters Score: Raw -234309.581140 + Penalty 1486.492727 = -232823.088414 nChanged 4 SP:Iteration 24Q (14300.233844 sec): 3 clusters Score: Raw -234310.892391 + Penalty 1486.492727 = -232824.399665 nChanged 3 SP:Iteration 25Q (14300.242701 sec): 3 clusters Score: Raw -234312.018846 + Penalty 1486.492727 = -232825.526119 nChanged 4 SP:Iteration 26Q (14300.251618 sec): 3 clusters Score: Raw -234313.679317 + Penalty 1486.492727 = -232827.186590 nChanged 2 SP:Iteration 27Q (14300.260484 sec): 3 clusters Score: Raw -234314.564479 + Penalty 1486.492727 = -232828.071752 nChanged 2 SP:Iteration 28Q (14300.269339 sec): 3 clusters Score: Raw -234315.091305 + Penalty 1486.492727 = -232828.598578 nChanged 0 SP:Iteration 29F (14300.278605 sec): 3 clusters Score: Raw -234315.091305 + Penalty 1486.492727 = -232828.598578 nChanged 0 Trying to split cluster 13 (33543 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14300.325785 sec): 2 clusters Score: Raw -3219784.436281 + Penalty 989.955430 = -3218794.480851 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14300.380940 sec): 3 clusters Score: Raw -3198197.989866 + Penalty 1979.910861 = -3196218.079005 nChanged 15988 SP:Iteration 1F (14300.432277 sec): 3 clusters Score: Raw -3207389.028785 + Penalty 1979.910861 = -3205409.117924 nChanged 1300 SP:Iteration 2Q (14300.484799 sec): 3 clusters Score: Raw -3207724.383210 + Penalty 1979.910861 = -3205744.472349 nChanged 1246 SP:Iteration 3Q (14300.536580 sec): 3 clusters Score: Raw -3208090.680504 + Penalty 1979.910861 = -3206110.769643 nChanged 1321 SP:Iteration 4Q (14300.588539 sec): 3 clusters Score: Raw -3208528.208784 + Penalty 1979.910861 = -3206548.297923 nChanged 1406 SP:Iteration 5Q (14300.640427 sec): 3 clusters Score: Raw -3209021.730051 + Penalty 1979.910861 = -3207041.819190 nChanged 1431 SP:Iteration 6Q (14300.692500 sec): 3 clusters Score: Raw -3209556.322570 + Penalty 1979.910861 = -3207576.411709 nChanged 1442 SP:Iteration 7Q (14300.744233 sec): 3 clusters Score: Raw -3210116.399077 + Penalty 1979.910861 = -3208136.488217 nChanged 1448 SP:Iteration 8Q (14300.796183 sec): 3 clusters Score: Raw -3210685.929229 + Penalty 1979.910861 = -3208706.018368 nChanged 1414 SP:Iteration 9Q (14300.847782 sec): 3 clusters Score: Raw -3211236.546837 + Penalty 1979.910861 = -3209256.635976 nChanged 1366 SP:Iteration 10Q (14300.922228 sec): 3 clusters Score: Raw -3211817.265353 + Penalty 1979.910861 = -3209837.354493 nChanged 1329 SP:Iteration 11Q (14300.974153 sec): 3 clusters Score: Raw -3212410.535592 + Penalty 1979.910861 = -3210430.624731 nChanged 1221 SP:Iteration 12Q (14301.025071 sec): 3 clusters Score: Raw -3213012.076078 + Penalty 1979.910861 = -3211032.165217 nChanged 1153 SP:Iteration 13Q (14301.076540 sec): 3 clusters Score: Raw -3213667.307774 + Penalty 1979.910861 = -3211687.396914 nChanged 1066 SP:Iteration 14Q (14301.127648 sec): 3 clusters Score: Raw -3214409.753692 + Penalty 1979.910861 = -3212429.842831 nChanged 996 SP:Iteration 15Q (14301.178277 sec): 3 clusters Score: Raw -3215089.601635 + Penalty 1979.910861 = -3213109.690774 nChanged 883 SP:Iteration 16Q (14301.227881 sec): 3 clusters Score: Raw -3215575.750266 + Penalty 1979.910861 = -3213595.839406 nChanged 710 SP:Iteration 17Q (14301.276703 sec): 3 clusters Score: Raw -3215901.877773 + Penalty 1979.910861 = -3213921.966912 nChanged 644 SP:Iteration 18Q (14301.324941 sec): 3 clusters Score: Raw -3216165.340036 + Penalty 1979.910861 = -3214185.429176 nChanged 605 SP:Iteration 19Q (14301.372868 sec): 3 clusters Score: Raw -3216400.781891 + Penalty 1979.910861 = -3214420.871030 nChanged 579 SP:Iteration 20F (14301.423462 sec): 3 clusters Score: Raw -3216639.393601 + Penalty 1979.910861 = -3214659.482741 nChanged 615 SP:Iteration 21Q (14301.471283 sec): 3 clusters Score: Raw -3216909.328175 + Penalty 1979.910861 = -3214929.417314 nChanged 612 SP:Iteration 22Q (14301.517779 sec): 3 clusters Score: Raw -3217173.553475 + Penalty 1979.910861 = -3215193.642615 nChanged 559 SP:Iteration 23Q (14301.564035 sec): 3 clusters Score: Raw -3217423.462771 + Penalty 1979.910861 = -3215443.551910 nChanged 536 SP:Iteration 24Q (14301.610031 sec): 3 clusters Score: Raw -3217690.560673 + Penalty 1979.910861 = -3215710.649812 nChanged 539 SP:Iteration 25Q (14301.655573 sec): 3 clusters Score: Raw -3217974.014358 + Penalty 1979.910861 = -3215994.103497 nChanged 514 SP:Iteration 26Q (14301.700468 sec): 3 clusters Score: Raw -3218266.623026 + Penalty 1979.910861 = -3216286.712165 nChanged 471 SP:Iteration 27Q (14301.745147 sec): 3 clusters Score: Raw -3218563.865456 + Penalty 1979.910861 = -3216583.954595 nChanged 437 SP:Iteration 28Q (14301.789605 sec): 3 clusters Score: Raw -3218859.200767 + Penalty 1979.910861 = -3216879.289906 nChanged 348 SP:Iteration 29Q (14301.833390 sec): 3 clusters Score: Raw -3219080.304726 + Penalty 1979.910861 = -3217100.393866 nChanged 281 SP:Iteration 30Q (14301.876900 sec): 3 clusters Score: Raw -3219261.194375 + Penalty 1979.910861 = -3217281.283514 nChanged 241 SP:Iteration 31Q (14301.920324 sec): 3 clusters Score: Raw -3219410.781867 + Penalty 1979.910861 = -3217430.871007 nChanged 181 SP:Iteration 32Q (14301.962667 sec): 3 clusters Score: Raw -3219524.726437 + Penalty 1979.910861 = -3217544.815576 nChanged 145 SP:Iteration 33Q (14302.004983 sec): 3 clusters Score: Raw -3219613.013419 + Penalty 1979.910861 = -3217633.102558 nChanged 118 SP:Iteration 34Q (14302.047460 sec): 3 clusters Score: Raw -3219679.068853 + Penalty 1979.910861 = -3217699.157993 nChanged 97 SP:Iteration 35Q (14302.089696 sec): 3 clusters Score: Raw -3219729.720298 + Penalty 1979.910861 = -3217749.809438 nChanged 84 SP:Iteration 36Q (14302.132376 sec): 3 clusters Score: Raw -3219774.507212 + Penalty 1979.910861 = -3217794.596352 nChanged 70 SP:Iteration 37Q (14302.174753 sec): 3 clusters Score: Raw -3219818.243114 + Penalty 1979.910861 = -3217838.332254 nChanged 50 SP:Iteration 38Q (14302.217101 sec): 3 clusters Score: Raw -3219846.764384 + Penalty 1979.910861 = -3217866.853524 nChanged 41 SP:Iteration 39Q (14302.259563 sec): 3 clusters Score: Raw -3219870.019629 + Penalty 1979.910861 = -3217890.108768 nChanged 32 SP:Iteration 40F (14302.309599 sec): 3 clusters Score: Raw -3219889.259252 + Penalty 1979.910861 = -3217909.348391 nChanged 22 SP:Iteration 41Q (14302.353142 sec): 3 clusters Score: Raw -3219901.305157 + Penalty 1979.910861 = -3217921.394297 nChanged 27 SP:Iteration 42Q (14302.395472 sec): 3 clusters Score: Raw -3219916.314505 + Penalty 1979.910861 = -3217936.403644 nChanged 24 SP:Iteration 43Q (14302.437635 sec): 3 clusters Score: Raw -3219928.859396 + Penalty 1979.910861 = -3217948.948535 nChanged 15 SP:Iteration 44Q (14302.479625 sec): 3 clusters Score: Raw -3219935.402943 + Penalty 1979.910861 = -3217955.492083 nChanged 13 SP:Iteration 45Q (14302.522040 sec): 3 clusters Score: Raw -3219941.577189 + Penalty 1979.910861 = -3217961.666329 nChanged 11 SP:Iteration 46Q (14302.564586 sec): 3 clusters Score: Raw -3219948.021547 + Penalty 1979.910861 = -3217968.110687 nChanged 12 SP:Iteration 47Q (14302.606572 sec): 3 clusters Score: Raw -3219959.749882 + Penalty 1979.910861 = -3217979.839021 nChanged 11 SP:Iteration 48Q (14302.648937 sec): 3 clusters Score: Raw -3219968.606150 + Penalty 1979.910861 = -3217988.695290 nChanged 8 SP:Iteration 49Q (14302.691047 sec): 3 clusters Score: Raw -3219973.010083 + Penalty 1979.910861 = -3217993.099222 nChanged 9 SP:Iteration 50Q (14302.733112 sec): 3 clusters Score: Raw -3219978.010342 + Penalty 1979.910861 = -3217998.099482 nChanged 12 SP:Iteration 51Q (14302.775505 sec): 3 clusters Score: Raw -3219986.235919 + Penalty 1979.910861 = -3218006.325059 nChanged 10 SP:Iteration 52Q (14302.817613 sec): 3 clusters Score: Raw -3219993.065924 + Penalty 1979.910861 = -3218013.155064 nChanged 10 SP:Iteration 53Q (14302.864536 sec): 3 clusters Score: Raw -3220000.598275 + Penalty 1979.910861 = -3218020.687415 nChanged 10 SP:Iteration 54Q (14302.906556 sec): 3 clusters Score: Raw -3220005.622715 + Penalty 1979.910861 = -3218025.711854 nChanged 4 SP:Iteration 55Q (14302.948540 sec): 3 clusters Score: Raw -3220008.788503 + Penalty 1979.910861 = -3218028.877643 nChanged 7 SP:Iteration 56Q (14302.990922 sec): 3 clusters Score: Raw -3220015.445858 + Penalty 1979.910861 = -3218035.534997 nChanged 8 SP:Iteration 57Q (14303.033172 sec): 3 clusters Score: Raw -3220021.051719 + Penalty 1979.910861 = -3218041.140859 nChanged 7 SP:Iteration 58Q (14303.075216 sec): 3 clusters Score: Raw -3220024.582912 + Penalty 1979.910861 = -3218044.672051 nChanged 3 SP:Iteration 59Q (14303.117581 sec): 3 clusters Score: Raw -3220026.108183 + Penalty 1979.910861 = -3218046.197322 nChanged 2 SP:Iteration 60F (14303.167593 sec): 3 clusters Score: Raw -3220027.030481 + Penalty 1979.910861 = -3218047.119620 nChanged 2 SP:Iteration 61Q (14303.210679 sec): 3 clusters Score: Raw -3220028.500801 + Penalty 1979.910861 = -3218048.589940 nChanged 3 SP:Iteration 62Q (14303.253247 sec): 3 clusters Score: Raw -3220030.542449 + Penalty 1979.910861 = -3218050.631588 nChanged 2 SP:Iteration 63Q (14303.295474 sec): 3 clusters Score: Raw -3220031.824257 + Penalty 1979.910861 = -3218051.913397 nChanged 1 SP:Iteration 64Q (14303.337630 sec): 3 clusters Score: Raw -3220032.028658 + Penalty 1979.910861 = -3218052.117797 nChanged 1 SP:Iteration 65Q (14303.380302 sec): 3 clusters Score: Raw -3220032.822034 + Penalty 1979.910861 = -3218052.911173 nChanged 1 SP:Iteration 66Q (14303.422292 sec): 3 clusters Score: Raw -3220033.226020 + Penalty 1979.910861 = -3218053.315160 nChanged 0 SP:Iteration 67F (14303.472208 sec): 3 clusters Score: Raw -3220033.226020 + Penalty 1979.910861 = -3218053.315160 nChanged 0 Trying to split cluster 14 (64100 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14303.540966 sec): 2 clusters Score: Raw -5877710.933294 + Penalty 1051.478966 = -5876659.454328 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14303.632400 sec): 3 clusters Score: Raw -5835844.794285 + Penalty 2102.957932 = -5833741.836353 nChanged 30857 SP:Iteration 1F (14303.719371 sec): 3 clusters Score: Raw -5853865.928639 + Penalty 2102.957932 = -5851762.970707 nChanged 2673 SP:Iteration 2Q (14303.811002 sec): 3 clusters Score: Raw -5854682.972765 + Penalty 2102.957932 = -5852580.014833 nChanged 2874 SP:Iteration 3Q (14303.902576 sec): 3 clusters Score: Raw -5855725.668913 + Penalty 2102.957932 = -5853622.710981 nChanged 3255 SP:Iteration 4F (14303.989459 sec): 3 clusters Score: Raw -5857188.247827 + Penalty 2102.957932 = -5855085.289894 nChanged 3745 SP:Iteration 5F (14304.076395 sec): 3 clusters Score: Raw -5859244.400722 + Penalty 2102.957932 = -5857141.442790 nChanged 4168 SP:Iteration 6F (14304.163124 sec): 3 clusters Score: Raw -5862061.885524 + Penalty 2102.957932 = -5859958.927592 nChanged 4256 SP:Iteration 7F (14304.249877 sec): 3 clusters Score: Raw -5865323.722640 + Penalty 2102.957932 = -5863220.764708 nChanged 3897 SP:Iteration 8F (14304.337093 sec): 3 clusters Score: Raw -5868543.311126 + Penalty 2102.957932 = -5866440.353194 nChanged 3181 SP:Iteration 9Q (14304.426112 sec): 3 clusters Score: Raw -5871151.113265 + Penalty 2102.957932 = -5869048.155333 nChanged 2363 SP:Iteration 10Q (14304.512409 sec): 3 clusters Score: Raw -5872996.907196 + Penalty 2102.957932 = -5870893.949264 nChanged 1657 SP:Iteration 11Q (14304.595405 sec): 3 clusters Score: Raw -5874081.999544 + Penalty 2102.957932 = -5871979.041612 nChanged 1283 SP:Iteration 12Q (14304.676408 sec): 3 clusters Score: Raw -5874863.393424 + Penalty 2102.957932 = -5872760.435492 nChanged 1139 SP:Iteration 13Q (14304.756312 sec): 3 clusters Score: Raw -5875549.983275 + Penalty 2102.957932 = -5873447.025343 nChanged 942 SP:Iteration 14Q (14304.834867 sec): 3 clusters Score: Raw -5876094.780386 + Penalty 2102.957932 = -5873991.822454 nChanged 744 SP:Iteration 15Q (14304.911929 sec): 3 clusters Score: Raw -5876492.888132 + Penalty 2102.957932 = -5874389.930199 nChanged 615 SP:Iteration 16Q (14304.989374 sec): 3 clusters Score: Raw -5876811.342426 + Penalty 2102.957932 = -5874708.384494 nChanged 522 SP:Iteration 17Q (14305.064999 sec): 3 clusters Score: Raw -5877072.431335 + Penalty 2102.957932 = -5874969.473402 nChanged 425 SP:Iteration 18Q (14305.140042 sec): 3 clusters Score: Raw -5877299.176177 + Penalty 2102.957932 = -5875196.218245 nChanged 357 SP:Iteration 19Q (14305.214387 sec): 3 clusters Score: Raw -5877495.451136 + Penalty 2102.957932 = -5875392.493204 nChanged 288 SP:Iteration 20F (14305.300416 sec): 3 clusters Score: Raw -5877652.034933 + Penalty 2102.957932 = -5875549.077001 nChanged 229 SP:Iteration 21Q (14305.373149 sec): 3 clusters Score: Raw -5877748.990761 + Penalty 2102.957932 = -5875646.032828 nChanged 173 SP:Iteration 22Q (14305.445560 sec): 3 clusters Score: Raw -5877809.801576 + Penalty 2102.957932 = -5875706.843644 nChanged 115 SP:Iteration 23Q (14305.517806 sec): 3 clusters Score: Raw -5877850.224929 + Penalty 2102.957932 = -5875747.266997 nChanged 99 SP:Iteration 24Q (14305.589846 sec): 3 clusters Score: Raw -5877888.731457 + Penalty 2102.957932 = -5875785.773525 nChanged 95 SP:Iteration 25Q (14305.661757 sec): 3 clusters Score: Raw -5877922.712258 + Penalty 2102.957932 = -5875819.754325 nChanged 78 SP:Iteration 26Q (14305.733640 sec): 3 clusters Score: Raw -5877944.447620 + Penalty 2102.957932 = -5875841.489688 nChanged 56 SP:Iteration 27Q (14305.805409 sec): 3 clusters Score: Raw -5877958.345729 + Penalty 2102.957932 = -5875855.387797 nChanged 36 SP:Iteration 28Q (14305.877071 sec): 3 clusters Score: Raw -5877965.888770 + Penalty 2102.957932 = -5875862.930838 nChanged 38 SP:Iteration 29Q (14305.948882 sec): 3 clusters Score: Raw -5877975.214493 + Penalty 2102.957932 = -5875872.256561 nChanged 46 SP:Iteration 30Q (14306.020322 sec): 3 clusters Score: Raw -5877989.128292 + Penalty 2102.957932 = -5875886.170360 nChanged 35 SP:Iteration 31Q (14306.091715 sec): 3 clusters Score: Raw -5877995.465003 + Penalty 2102.957932 = -5875892.507071 nChanged 28 SP:Iteration 32Q (14306.163099 sec): 3 clusters Score: Raw -5878001.930323 + Penalty 2102.957932 = -5875898.972391 nChanged 31 SP:Iteration 33Q (14306.234588 sec): 3 clusters Score: Raw -5878009.808007 + Penalty 2102.957932 = -5875906.850075 nChanged 26 SP:Iteration 34Q (14306.306073 sec): 3 clusters Score: Raw -5878017.429833 + Penalty 2102.957932 = -5875914.471901 nChanged 29 SP:Iteration 35Q (14306.377522 sec): 3 clusters Score: Raw -5878027.785124 + Penalty 2102.957932 = -5875924.827192 nChanged 30 SP:Iteration 36Q (14306.448961 sec): 3 clusters Score: Raw -5878036.139365 + Penalty 2102.957932 = -5875933.181433 nChanged 32 SP:Iteration 37Q (14306.520411 sec): 3 clusters Score: Raw -5878049.988311 + Penalty 2102.957932 = -5875947.030379 nChanged 24 SP:Iteration 38Q (14306.591799 sec): 3 clusters Score: Raw -5878058.382911 + Penalty 2102.957932 = -5875955.424979 nChanged 25 SP:Iteration 39Q (14306.663193 sec): 3 clusters Score: Raw -5878064.538163 + Penalty 2102.957932 = -5875961.580231 nChanged 16 SP:Iteration 40F (14306.749274 sec): 3 clusters Score: Raw -5878069.649095 + Penalty 2102.957932 = -5875966.691163 nChanged 17 SP:Iteration 41Q (14306.820605 sec): 3 clusters Score: Raw -5878073.310230 + Penalty 2102.957932 = -5875970.352298 nChanged 13 SP:Iteration 42Q (14306.891949 sec): 3 clusters Score: Raw -5878076.744478 + Penalty 2102.957932 = -5875973.786546 nChanged 10 SP:Iteration 43Q (14306.963239 sec): 3 clusters Score: Raw -5878078.544010 + Penalty 2102.957932 = -5875975.586078 nChanged 8 SP:Iteration 44Q (14307.034410 sec): 3 clusters Score: Raw -5878079.808207 + Penalty 2102.957932 = -5875976.850275 nChanged 1 SP:Iteration 45Q (14307.105730 sec): 3 clusters Score: Raw -5878079.872146 + Penalty 2102.957932 = -5875976.914214 nChanged 0 SP:Iteration 46F (14307.191270 sec): 3 clusters Score: Raw -5878079.872146 + Penalty 2102.957932 = -5875976.914214 nChanged 0 Trying to split cluster 15 (3115 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14307.199131 sec): 2 clusters Score: Raw -287677.478580 + Penalty 764.178521 = -286913.300059 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14307.211532 sec): 3 clusters Score: Raw -286071.104193 + Penalty 1528.357042 = -284542.747151 nChanged 1252 SP:Iteration 1F (14307.222965 sec): 3 clusters Score: Raw -286756.100116 + Penalty 1528.357042 = -285227.743074 nChanged 215 SP:Iteration 2F (14307.234346 sec): 3 clusters Score: Raw -286874.640214 + Penalty 1528.357042 = -285346.283173 nChanged 178 SP:Iteration 3F (14307.245637 sec): 3 clusters Score: Raw -286984.110087 + Penalty 1528.357042 = -285455.753045 nChanged 176 SP:Iteration 4F (14307.256930 sec): 3 clusters Score: Raw -287095.150985 + Penalty 1528.357042 = -285566.793943 nChanged 143 SP:Iteration 5Q (14307.268886 sec): 3 clusters Score: Raw -287197.019384 + Penalty 1528.357042 = -285668.662342 nChanged 135 SP:Iteration 6Q (14307.280342 sec): 3 clusters Score: Raw -287296.169316 + Penalty 1528.357042 = -285767.812274 nChanged 114 SP:Iteration 7Q (14307.291660 sec): 3 clusters Score: Raw -287374.623097 + Penalty 1528.357042 = -285846.266055 nChanged 81 SP:Iteration 8Q (14307.303058 sec): 3 clusters Score: Raw -287435.165601 + Penalty 1528.357042 = -285906.808559 nChanged 74 SP:Iteration 9Q (14307.314457 sec): 3 clusters Score: Raw -287487.855685 + Penalty 1528.357042 = -285959.498643 nChanged 59 SP:Iteration 10Q (14307.325887 sec): 3 clusters Score: Raw -287526.259464 + Penalty 1528.357042 = -285997.902422 nChanged 48 SP:Iteration 11Q (14307.337274 sec): 3 clusters Score: Raw -287561.999349 + Penalty 1528.357042 = -286033.642307 nChanged 53 SP:Iteration 12Q (14307.348498 sec): 3 clusters Score: Raw -287605.707808 + Penalty 1528.357042 = -286077.350766 nChanged 48 SP:Iteration 13Q (14307.359739 sec): 3 clusters Score: Raw -287639.116691 + Penalty 1528.357042 = -286110.759649 nChanged 43 SP:Iteration 14Q (14307.370864 sec): 3 clusters Score: Raw -287668.931860 + Penalty 1528.357042 = -286140.574818 nChanged 31 SP:Iteration 15Q (14307.381972 sec): 3 clusters Score: Raw -287688.486992 + Penalty 1528.357042 = -286160.129950 nChanged 29 SP:Iteration 16Q (14307.392953 sec): 3 clusters Score: Raw -287706.302042 + Penalty 1528.357042 = -286177.945000 nChanged 23 SP:Iteration 17Q (14307.403974 sec): 3 clusters Score: Raw -287717.567121 + Penalty 1528.357042 = -286189.210079 nChanged 17 SP:Iteration 18Q (14307.414952 sec): 3 clusters Score: Raw -287724.417913 + Penalty 1528.357042 = -286196.060871 nChanged 12 SP:Iteration 19Q (14307.425889 sec): 3 clusters Score: Raw -287729.036737 + Penalty 1528.357042 = -286200.679695 nChanged 14 SP:Iteration 20F (14307.437149 sec): 3 clusters Score: Raw -287735.398786 + Penalty 1528.357042 = -286207.041744 nChanged 11 SP:Iteration 21Q (14307.448079 sec): 3 clusters Score: Raw -287742.801076 + Penalty 1528.357042 = -286214.444034 nChanged 11 SP:Iteration 22Q (14307.459012 sec): 3 clusters Score: Raw -287747.717354 + Penalty 1528.357042 = -286219.360312 nChanged 14 SP:Iteration 23Q (14307.469872 sec): 3 clusters Score: Raw -287758.265762 + Penalty 1528.357042 = -286229.908720 nChanged 18 SP:Iteration 24Q (14307.480774 sec): 3 clusters Score: Raw -287769.758833 + Penalty 1528.357042 = -286241.401791 nChanged 18 SP:Iteration 25Q (14307.491582 sec): 3 clusters Score: Raw -287779.429810 + Penalty 1528.357042 = -286251.072768 nChanged 17 SP:Iteration 26Q (14307.502433 sec): 3 clusters Score: Raw -287788.755970 + Penalty 1528.357042 = -286260.398928 nChanged 9 SP:Iteration 27Q (14307.513332 sec): 3 clusters Score: Raw -287794.227173 + Penalty 1528.357042 = -286265.870131 nChanged 15 SP:Iteration 28Q (14307.524208 sec): 3 clusters Score: Raw -287804.297983 + Penalty 1528.357042 = -286275.940941 nChanged 11 SP:Iteration 29Q (14307.534958 sec): 3 clusters Score: Raw -287809.757039 + Penalty 1528.357042 = -286281.399997 nChanged 9 SP:Iteration 30Q (14307.545836 sec): 3 clusters Score: Raw -287814.232895 + Penalty 1528.357042 = -286285.875853 nChanged 6 SP:Iteration 31Q (14307.556565 sec): 3 clusters Score: Raw -287819.806562 + Penalty 1528.357042 = -286291.449520 nChanged 7 SP:Iteration 32Q (14307.567591 sec): 3 clusters Score: Raw -287826.448486 + Penalty 1528.357042 = -286298.091444 nChanged 7 SP:Iteration 33Q (14307.578326 sec): 3 clusters Score: Raw -287832.509435 + Penalty 1528.357042 = -286304.152394 nChanged 9 SP:Iteration 34Q (14307.589194 sec): 3 clusters Score: Raw -287838.183989 + Penalty 1528.357042 = -286309.826947 nChanged 4 SP:Iteration 35Q (14307.599874 sec): 3 clusters Score: Raw -287840.899183 + Penalty 1528.357042 = -286312.542141 nChanged 3 SP:Iteration 36Q (14307.610689 sec): 3 clusters Score: Raw -287842.568277 + Penalty 1528.357042 = -286314.211235 nChanged 3 SP:Iteration 37Q (14307.621488 sec): 3 clusters Score: Raw -287843.649057 + Penalty 1528.357042 = -286315.292015 nChanged 1 SP:Iteration 38Q (14307.632160 sec): 3 clusters Score: Raw -287844.576949 + Penalty 1528.357042 = -286316.219907 nChanged 0 SP:Iteration 39F (14307.643478 sec): 3 clusters Score: Raw -287844.576949 + Penalty 1528.357042 = -286316.219907 nChanged 0 Trying to split cluster 16 (19722 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14307.674570 sec): 2 clusters Score: Raw -1901356.908908 + Penalty 939.501554 = -1900417.407354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14307.712052 sec): 3 clusters Score: Raw -1888910.967961 + Penalty 1879.003108 = -1887031.964853 nChanged 9243 SP:Iteration 1F (14307.747197 sec): 3 clusters Score: Raw -1894054.044501 + Penalty 1879.003108 = -1892175.041393 nChanged 1063 SP:Iteration 2F (14307.782560 sec): 3 clusters Score: Raw -1894697.450080 + Penalty 1879.003108 = -1892818.446972 nChanged 1282 SP:Iteration 3F (14307.817923 sec): 3 clusters Score: Raw -1895734.015314 + Penalty 1879.003108 = -1893855.012206 nChanged 1520 SP:Iteration 4F (14307.853319 sec): 3 clusters Score: Raw -1897018.261056 + Penalty 1879.003108 = -1895139.257948 nChanged 1580 SP:Iteration 5F (14307.888879 sec): 3 clusters Score: Raw -1898366.528524 + Penalty 1879.003108 = -1896487.525416 nChanged 1335 SP:Iteration 6F (14307.924242 sec): 3 clusters Score: Raw -1899343.645279 + Penalty 1879.003108 = -1897464.642171 nChanged 1051 SP:Iteration 7F (14307.959651 sec): 3 clusters Score: Raw -1899958.653698 + Penalty 1879.003108 = -1898079.650590 nChanged 648 SP:Iteration 8Q (14307.994436 sec): 3 clusters Score: Raw -1900235.594564 + Penalty 1879.003108 = -1898356.591456 nChanged 460 SP:Iteration 9Q (14308.028646 sec): 3 clusters Score: Raw -1900438.758634 + Penalty 1879.003108 = -1898559.755526 nChanged 390 SP:Iteration 10Q (14308.062960 sec): 3 clusters Score: Raw -1900607.470264 + Penalty 1879.003108 = -1898728.467156 nChanged 361 SP:Iteration 11Q (14308.097469 sec): 3 clusters Score: Raw -1900774.959304 + Penalty 1879.003108 = -1898895.956196 nChanged 345 SP:Iteration 12Q (14308.131785 sec): 3 clusters Score: Raw -1900928.272357 + Penalty 1879.003108 = -1899049.269249 nChanged 316 SP:Iteration 13Q (14308.165896 sec): 3 clusters Score: Raw -1901046.853986 + Penalty 1879.003108 = -1899167.850878 nChanged 263 SP:Iteration 14Q (14308.200058 sec): 3 clusters Score: Raw -1901132.199701 + Penalty 1879.003108 = -1899253.196593 nChanged 213 SP:Iteration 15Q (14308.234151 sec): 3 clusters Score: Raw -1901196.429173 + Penalty 1879.003108 = -1899317.426065 nChanged 198 SP:Iteration 16Q (14308.268236 sec): 3 clusters Score: Raw -1901248.173317 + Penalty 1879.003108 = -1899369.170209 nChanged 141 SP:Iteration 17Q (14308.302138 sec): 3 clusters Score: Raw -1901277.693198 + Penalty 1879.003108 = -1899398.690089 nChanged 120 SP:Iteration 18Q (14308.336040 sec): 3 clusters Score: Raw -1901297.899696 + Penalty 1879.003108 = -1899418.896588 nChanged 106 SP:Iteration 19Q (14308.369831 sec): 3 clusters Score: Raw -1901316.329172 + Penalty 1879.003108 = -1899437.326064 nChanged 103 SP:Iteration 20F (14308.405167 sec): 3 clusters Score: Raw -1901335.158338 + Penalty 1879.003108 = -1899456.155230 nChanged 96 SP:Iteration 21Q (14308.439117 sec): 3 clusters Score: Raw -1901349.680992 + Penalty 1879.003108 = -1899470.677884 nChanged 85 SP:Iteration 22Q (14308.472931 sec): 3 clusters Score: Raw -1901363.097525 + Penalty 1879.003108 = -1899484.094417 nChanged 81 SP:Iteration 23Q (14308.506511 sec): 3 clusters Score: Raw -1901374.379139 + Penalty 1879.003108 = -1899495.376030 nChanged 70 SP:Iteration 24Q (14308.540210 sec): 3 clusters Score: Raw -1901384.421385 + Penalty 1879.003108 = -1899505.418277 nChanged 73 SP:Iteration 25Q (14308.573950 sec): 3 clusters Score: Raw -1901394.779595 + Penalty 1879.003108 = -1899515.776487 nChanged 79 SP:Iteration 26Q (14308.607492 sec): 3 clusters Score: Raw -1901407.045100 + Penalty 1879.003108 = -1899528.041992 nChanged 81 SP:Iteration 27Q (14308.641101 sec): 3 clusters Score: Raw -1901419.604154 + Penalty 1879.003108 = -1899540.601046 nChanged 88 SP:Iteration 28Q (14308.674580 sec): 3 clusters Score: Raw -1901431.608747 + Penalty 1879.003108 = -1899552.605639 nChanged 79 SP:Iteration 29Q (14308.707888 sec): 3 clusters Score: Raw -1901442.880407 + Penalty 1879.003108 = -1899563.877298 nChanged 73 SP:Iteration 30Q (14308.741244 sec): 3 clusters Score: Raw -1901452.258316 + Penalty 1879.003108 = -1899573.255207 nChanged 70 SP:Iteration 31Q (14308.774417 sec): 3 clusters Score: Raw -1901460.713878 + Penalty 1879.003108 = -1899581.710770 nChanged 59 SP:Iteration 32Q (14308.807446 sec): 3 clusters Score: Raw -1901468.279016 + Penalty 1879.003108 = -1899589.275908 nChanged 60 SP:Iteration 33Q (14308.840654 sec): 3 clusters Score: Raw -1901476.153641 + Penalty 1879.003108 = -1899597.150533 nChanged 60 SP:Iteration 34Q (14308.873914 sec): 3 clusters Score: Raw -1901484.021360 + Penalty 1879.003108 = -1899605.018252 nChanged 59 SP:Iteration 35Q (14308.906811 sec): 3 clusters Score: Raw -1901490.729511 + Penalty 1879.003108 = -1899611.726403 nChanged 57 SP:Iteration 36Q (14308.939763 sec): 3 clusters Score: Raw -1901497.311428 + Penalty 1879.003108 = -1899618.308320 nChanged 59 SP:Iteration 37Q (14308.972704 sec): 3 clusters Score: Raw -1901503.656232 + Penalty 1879.003108 = -1899624.653124 nChanged 54 SP:Iteration 38Q (14309.005363 sec): 3 clusters Score: Raw -1901509.792824 + Penalty 1879.003108 = -1899630.789716 nChanged 56 SP:Iteration 39Q (14309.038215 sec): 3 clusters Score: Raw -1901516.330437 + Penalty 1879.003108 = -1899637.327329 nChanged 55 SP:Iteration 40F (14309.109032 sec): 3 clusters Score: Raw -1901522.507823 + Penalty 1879.003108 = -1899643.504715 nChanged 58 SP:Iteration 41Q (14309.141576 sec): 3 clusters Score: Raw -1901530.271599 + Penalty 1879.003108 = -1899651.268491 nChanged 65 SP:Iteration 42Q (14309.176734 sec): 3 clusters Score: Raw -1901539.167589 + Penalty 1879.003108 = -1899660.164481 nChanged 65 SP:Iteration 43Q (14309.209319 sec): 3 clusters Score: Raw -1901546.786976 + Penalty 1879.003108 = -1899667.783868 nChanged 62 SP:Iteration 44Q (14309.241699 sec): 3 clusters Score: Raw -1901556.099388 + Penalty 1879.003108 = -1899677.096280 nChanged 66 SP:Iteration 45Q (14309.274506 sec): 3 clusters Score: Raw -1901564.139142 + Penalty 1879.003108 = -1899685.136034 nChanged 53 SP:Iteration 46Q (14309.306998 sec): 3 clusters Score: Raw -1901570.514326 + Penalty 1879.003108 = -1899691.511218 nChanged 49 SP:Iteration 47Q (14309.339413 sec): 3 clusters Score: Raw -1901576.560455 + Penalty 1879.003108 = -1899697.557347 nChanged 58 SP:Iteration 48Q (14309.371820 sec): 3 clusters Score: Raw -1901585.377112 + Penalty 1879.003108 = -1899706.374004 nChanged 48 SP:Iteration 49Q (14309.404151 sec): 3 clusters Score: Raw -1901592.343281 + Penalty 1879.003108 = -1899713.340173 nChanged 48 SP:Iteration 50Q (14309.436419 sec): 3 clusters Score: Raw -1901598.628170 + Penalty 1879.003108 = -1899719.625062 nChanged 48 SP:Iteration 51Q (14309.468658 sec): 3 clusters Score: Raw -1901604.776375 + Penalty 1879.003108 = -1899725.773267 nChanged 50 SP:Iteration 52Q (14309.500843 sec): 3 clusters Score: Raw -1901610.655688 + Penalty 1879.003108 = -1899731.652580 nChanged 50 SP:Iteration 53Q (14309.533027 sec): 3 clusters Score: Raw -1901618.053245 + Penalty 1879.003108 = -1899739.050136 nChanged 49 SP:Iteration 54Q (14309.565206 sec): 3 clusters Score: Raw -1901624.962879 + Penalty 1879.003108 = -1899745.959771 nChanged 50 SP:Iteration 55Q (14309.597391 sec): 3 clusters Score: Raw -1901634.148062 + Penalty 1879.003108 = -1899755.144954 nChanged 51 SP:Iteration 56Q (14309.629645 sec): 3 clusters Score: Raw -1901642.275013 + Penalty 1879.003108 = -1899763.271905 nChanged 56 SP:Iteration 57Q (14309.661601 sec): 3 clusters Score: Raw -1901650.018342 + Penalty 1879.003108 = -1899771.015234 nChanged 45 SP:Iteration 58Q (14309.693794 sec): 3 clusters Score: Raw -1901655.845382 + Penalty 1879.003108 = -1899776.842274 nChanged 33 SP:Iteration 59Q (14309.725697 sec): 3 clusters Score: Raw -1901660.225893 + Penalty 1879.003108 = -1899781.222785 nChanged 42 SP:Iteration 60F (14309.760821 sec): 3 clusters Score: Raw -1901667.525755 + Penalty 1879.003108 = -1899788.522647 nChanged 42 SP:Iteration 61Q (14309.793009 sec): 3 clusters Score: Raw -1901674.905866 + Penalty 1879.003108 = -1899795.902757 nChanged 48 SP:Iteration 62Q (14309.825035 sec): 3 clusters Score: Raw -1901683.825286 + Penalty 1879.003108 = -1899804.822178 nChanged 55 SP:Iteration 63Q (14309.856950 sec): 3 clusters Score: Raw -1901696.570469 + Penalty 1879.003108 = -1899817.567361 nChanged 45 SP:Iteration 64Q (14309.888836 sec): 3 clusters Score: Raw -1901704.284449 + Penalty 1879.003108 = -1899825.281340 nChanged 47 SP:Iteration 65Q (14309.920544 sec): 3 clusters Score: Raw -1901710.727605 + Penalty 1879.003108 = -1899831.724497 nChanged 41 SP:Iteration 66Q (14309.952318 sec): 3 clusters Score: Raw -1901717.303387 + Penalty 1879.003108 = -1899838.300279 nChanged 37 SP:Iteration 67Q (14309.984107 sec): 3 clusters Score: Raw -1901723.617600 + Penalty 1879.003108 = -1899844.614492 nChanged 41 SP:Iteration 68Q (14310.015844 sec): 3 clusters Score: Raw -1901730.224350 + Penalty 1879.003108 = -1899851.221242 nChanged 32 SP:Iteration 69Q (14310.047505 sec): 3 clusters Score: Raw -1901735.014523 + Penalty 1879.003108 = -1899856.011415 nChanged 27 SP:Iteration 70Q (14310.079179 sec): 3 clusters Score: Raw -1901739.091038 + Penalty 1879.003108 = -1899860.087930 nChanged 31 SP:Iteration 71Q (14310.110664 sec): 3 clusters Score: Raw -1901743.774030 + Penalty 1879.003108 = -1899864.770922 nChanged 40 SP:Iteration 72Q (14310.142381 sec): 3 clusters Score: Raw -1901750.323737 + Penalty 1879.003108 = -1899871.320629 nChanged 33 SP:Iteration 73Q (14310.173871 sec): 3 clusters Score: Raw -1901754.600303 + Penalty 1879.003108 = -1899875.597195 nChanged 23 SP:Iteration 74Q (14310.205202 sec): 3 clusters Score: Raw -1901758.038724 + Penalty 1879.003108 = -1899879.035616 nChanged 22 SP:Iteration 75Q (14310.236720 sec): 3 clusters Score: Raw -1901760.594963 + Penalty 1879.003108 = -1899881.591855 nChanged 20 SP:Iteration 76Q (14310.268282 sec): 3 clusters Score: Raw -1901763.696125 + Penalty 1879.003108 = -1899884.693017 nChanged 30 SP:Iteration 77Q (14310.299786 sec): 3 clusters Score: Raw -1901768.814117 + Penalty 1879.003108 = -1899889.811009 nChanged 29 SP:Iteration 78Q (14310.331247 sec): 3 clusters Score: Raw -1901772.832521 + Penalty 1879.003108 = -1899893.829413 nChanged 32 SP:Iteration 79Q (14310.362505 sec): 3 clusters Score: Raw -1901777.711376 + Penalty 1879.003108 = -1899898.708268 nChanged 24 SP:Iteration 80F (14310.397802 sec): 3 clusters Score: Raw -1901780.521865 + Penalty 1879.003108 = -1899901.518757 nChanged 25 SP:Iteration 81Q (14310.429170 sec): 3 clusters Score: Raw -1901784.897141 + Penalty 1879.003108 = -1899905.894033 nChanged 30 SP:Iteration 82Q (14310.460417 sec): 3 clusters Score: Raw -1901789.515261 + Penalty 1879.003108 = -1899910.512153 nChanged 26 SP:Iteration 83Q (14310.491813 sec): 3 clusters Score: Raw -1901792.661053 + Penalty 1879.003108 = -1899913.657945 nChanged 16 SP:Iteration 84Q (14310.523043 sec): 3 clusters Score: Raw -1901794.284646 + Penalty 1879.003108 = -1899915.281538 nChanged 9 SP:Iteration 85Q (14310.554203 sec): 3 clusters Score: Raw -1901795.216074 + Penalty 1879.003108 = -1899916.212966 nChanged 10 SP:Iteration 86Q (14310.585430 sec): 3 clusters Score: Raw -1901796.405019 + Penalty 1879.003108 = -1899917.401910 nChanged 8 SP:Iteration 87Q (14310.616668 sec): 3 clusters Score: Raw -1901797.259478 + Penalty 1879.003108 = -1899918.256370 nChanged 6 SP:Iteration 88Q (14310.647896 sec): 3 clusters Score: Raw -1901797.711330 + Penalty 1879.003108 = -1899918.708222 nChanged 6 SP:Iteration 89Q (14310.679374 sec): 3 clusters Score: Raw -1901798.176907 + Penalty 1879.003108 = -1899919.173799 nChanged 4 SP:Iteration 90Q (14310.710623 sec): 3 clusters Score: Raw -1901798.611260 + Penalty 1879.003108 = -1899919.608152 nChanged 6 SP:Iteration 91Q (14310.741770 sec): 3 clusters Score: Raw -1901799.440678 + Penalty 1879.003108 = -1899920.437570 nChanged 7 SP:Iteration 92Q (14310.773005 sec): 3 clusters Score: Raw -1901799.871744 + Penalty 1879.003108 = -1899920.868636 nChanged 5 SP:Iteration 93Q (14310.804480 sec): 3 clusters Score: Raw -1901800.238320 + Penalty 1879.003108 = -1899921.235212 nChanged 6 SP:Iteration 94Q (14310.835641 sec): 3 clusters Score: Raw -1901800.771426 + Penalty 1879.003108 = -1899921.768318 nChanged 5 SP:Iteration 95Q (14310.866915 sec): 3 clusters Score: Raw -1901801.630465 + Penalty 1879.003108 = -1899922.627357 nChanged 8 SP:Iteration 96Q (14310.898327 sec): 3 clusters Score: Raw -1901802.800262 + Penalty 1879.003108 = -1899923.797154 nChanged 14 SP:Iteration 97Q (14310.929414 sec): 3 clusters Score: Raw -1901805.102923 + Penalty 1879.003108 = -1899926.099815 nChanged 17 SP:Iteration 98Q (14310.960649 sec): 3 clusters Score: Raw -1901807.434515 + Penalty 1879.003108 = -1899928.431406 nChanged 16 SP:Iteration 99Q (14310.991770 sec): 3 clusters Score: Raw -1901809.673513 + Penalty 1879.003108 = -1899930.670405 nChanged 18 SP:Iteration 100F (14311.027069 sec): 3 clusters Score: Raw -1901812.595484 + Penalty 1879.003108 = -1899933.592376 nChanged 16 SP:Iteration 101Q (14311.058369 sec): 3 clusters Score: Raw -1901814.940928 + Penalty 1879.003108 = -1899935.937820 nChanged 20 SP:Iteration 102Q (14311.089378 sec): 3 clusters Score: Raw -1901817.478554 + Penalty 1879.003108 = -1899938.475446 nChanged 14 SP:Iteration 103Q (14311.120554 sec): 3 clusters Score: Raw -1901819.080933 + Penalty 1879.003108 = -1899940.077825 nChanged 10 SP:Iteration 104Q (14311.151776 sec): 3 clusters Score: Raw -1901819.988163 + Penalty 1879.003108 = -1899940.985055 nChanged 10 SP:Iteration 105Q (14311.182813 sec): 3 clusters Score: Raw -1901820.791214 + Penalty 1879.003108 = -1899941.788106 nChanged 9 SP:Iteration 106Q (14311.213971 sec): 3 clusters Score: Raw -1901821.464459 + Penalty 1879.003108 = -1899942.461351 nChanged 6 SP:Iteration 107Q (14311.245085 sec): 3 clusters Score: Raw -1901822.055670 + Penalty 1879.003108 = -1899943.052562 nChanged 10 SP:Iteration 108Q (14311.276114 sec): 3 clusters Score: Raw -1901823.187387 + Penalty 1879.003108 = -1899944.184279 nChanged 12 SP:Iteration 109Q (14311.307202 sec): 3 clusters Score: Raw -1901824.634615 + Penalty 1879.003108 = -1899945.631507 nChanged 11 SP:Iteration 110Q (14311.338268 sec): 3 clusters Score: Raw -1901825.913600 + Penalty 1879.003108 = -1899946.910492 nChanged 9 SP:Iteration 111Q (14311.369213 sec): 3 clusters Score: Raw -1901826.545560 + Penalty 1879.003108 = -1899947.542452 nChanged 4 SP:Iteration 112Q (14311.400126 sec): 3 clusters Score: Raw -1901826.804690 + Penalty 1879.003108 = -1899947.801582 nChanged 5 SP:Iteration 113Q (14311.430988 sec): 3 clusters Score: Raw -1901827.258280 + Penalty 1879.003108 = -1899948.255171 nChanged 2 SP:Iteration 114Q (14311.462034 sec): 3 clusters Score: Raw -1901827.439409 + Penalty 1879.003108 = -1899948.436301 nChanged 5 SP:Iteration 115Q (14311.493060 sec): 3 clusters Score: Raw -1901828.218127 + Penalty 1879.003108 = -1899949.215019 nChanged 10 SP:Iteration 116Q (14311.524169 sec): 3 clusters Score: Raw -1901829.098674 + Penalty 1879.003108 = -1899950.095566 nChanged 3 SP:Iteration 117Q (14311.555040 sec): 3 clusters Score: Raw -1901829.450078 + Penalty 1879.003108 = -1899950.446970 nChanged 3 SP:Iteration 118Q (14311.585948 sec): 3 clusters Score: Raw -1901829.737098 + Penalty 1879.003108 = -1899950.733990 nChanged 2 SP:Iteration 119Q (14311.616960 sec): 3 clusters Score: Raw -1901829.943621 + Penalty 1879.003108 = -1899950.940513 nChanged 4 SP:Iteration 120F (14311.652168 sec): 3 clusters Score: Raw -1901830.256430 + Penalty 1879.003108 = -1899951.253322 nChanged 4 SP:Iteration 121Q (14311.683381 sec): 3 clusters Score: Raw -1901830.962079 + Penalty 1879.003108 = -1899951.958971 nChanged 6 SP:Iteration 122Q (14311.714358 sec): 3 clusters Score: Raw -1901831.813603 + Penalty 1879.003108 = -1899952.810495 nChanged 7 SP:Iteration 123Q (14311.745207 sec): 3 clusters Score: Raw -1901832.605291 + Penalty 1879.003108 = -1899953.602183 nChanged 11 SP:Iteration 124Q (14311.776133 sec): 3 clusters Score: Raw -1901834.424749 + Penalty 1879.003108 = -1899955.421640 nChanged 9 SP:Iteration 125Q (14311.806980 sec): 3 clusters Score: Raw -1901835.701972 + Penalty 1879.003108 = -1899956.698864 nChanged 12 SP:Iteration 126Q (14311.837920 sec): 3 clusters Score: Raw -1901836.913632 + Penalty 1879.003108 = -1899957.910524 nChanged 7 SP:Iteration 127Q (14311.868914 sec): 3 clusters Score: Raw -1901837.274926 + Penalty 1879.003108 = -1899958.271818 nChanged 3 SP:Iteration 128Q (14311.899768 sec): 3 clusters Score: Raw -1901837.409774 + Penalty 1879.003108 = -1899958.406666 nChanged 4 SP:Iteration 129Q (14311.930601 sec): 3 clusters Score: Raw -1901837.720423 + Penalty 1879.003108 = -1899958.717315 nChanged 2 SP:Iteration 130Q (14311.961400 sec): 3 clusters Score: Raw -1901837.834207 + Penalty 1879.003108 = -1899958.831099 nChanged 3 SP:Iteration 131Q (14311.992387 sec): 3 clusters Score: Raw -1901838.047435 + Penalty 1879.003108 = -1899959.044327 nChanged 2 SP:Iteration 132Q (14312.023279 sec): 3 clusters Score: Raw -1901838.263480 + Penalty 1879.003108 = -1899959.260372 nChanged 3 SP:Iteration 133Q (14312.054241 sec): 3 clusters Score: Raw -1901838.472419 + Penalty 1879.003108 = -1899959.469310 nChanged 1 SP:Iteration 134Q (14312.085100 sec): 3 clusters Score: Raw -1901838.485814 + Penalty 1879.003108 = -1899959.482706 nChanged 0 SP:Iteration 135F (14312.120339 sec): 3 clusters Score: Raw -1901838.485814 + Penalty 1879.003108 = -1899959.482706 nChanged 0 Trying to split cluster 17 (1930 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14312.135027 sec): 2 clusters Score: Raw -175982.773517 + Penalty 718.701152 = -175264.072366 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14312.142862 sec): 3 clusters Score: Raw -175045.404508 + Penalty 1437.402304 = -173608.002204 nChanged 727 SP:Iteration 1F (14312.150044 sec): 3 clusters Score: Raw -175477.720863 + Penalty 1437.402304 = -174040.318559 nChanged 158 SP:Iteration 2F (14312.157214 sec): 3 clusters Score: Raw -175585.305285 + Penalty 1437.402304 = -174147.902982 nChanged 101 SP:Iteration 3F (14312.164377 sec): 3 clusters Score: Raw -175652.487357 + Penalty 1437.402304 = -174215.085054 nChanged 85 SP:Iteration 4Q (14312.171548 sec): 3 clusters Score: Raw -175716.887162 + Penalty 1437.402304 = -174279.484858 nChanged 66 SP:Iteration 5Q (14312.178726 sec): 3 clusters Score: Raw -175780.134866 + Penalty 1437.402304 = -174342.732563 nChanged 78 SP:Iteration 6Q (14312.185896 sec): 3 clusters Score: Raw -175842.370222 + Penalty 1437.402304 = -174404.967919 nChanged 75 SP:Iteration 7Q (14312.192953 sec): 3 clusters Score: Raw -175884.585496 + Penalty 1437.402304 = -174447.183192 nChanged 50 SP:Iteration 8Q (14312.200066 sec): 3 clusters Score: Raw -175920.445161 + Penalty 1437.402304 = -174483.042858 nChanged 37 SP:Iteration 9Q (14312.207160 sec): 3 clusters Score: Raw -175940.456824 + Penalty 1437.402304 = -174503.054520 nChanged 35 SP:Iteration 10Q (14312.214258 sec): 3 clusters Score: Raw -175956.170423 + Penalty 1437.402304 = -174518.768119 nChanged 31 SP:Iteration 11Q (14312.221332 sec): 3 clusters Score: Raw -175975.563926 + Penalty 1437.402304 = -174538.161622 nChanged 25 SP:Iteration 12Q (14312.228406 sec): 3 clusters Score: Raw -175985.274919 + Penalty 1437.402304 = -174547.872616 nChanged 24 SP:Iteration 13Q (14312.235453 sec): 3 clusters Score: Raw -175999.388993 + Penalty 1437.402304 = -174561.986690 nChanged 22 SP:Iteration 14Q (14312.242502 sec): 3 clusters Score: Raw -176011.355196 + Penalty 1437.402304 = -174573.952893 nChanged 29 SP:Iteration 15Q (14312.249587 sec): 3 clusters Score: Raw -176032.400033 + Penalty 1437.402304 = -174594.997729 nChanged 29 SP:Iteration 16Q (14312.256639 sec): 3 clusters Score: Raw -176053.267688 + Penalty 1437.402304 = -174615.865385 nChanged 29 SP:Iteration 17Q (14312.263659 sec): 3 clusters Score: Raw -176075.527385 + Penalty 1437.402304 = -174638.125081 nChanged 35 SP:Iteration 18Q (14312.270686 sec): 3 clusters Score: Raw -176110.654976 + Penalty 1437.402304 = -174673.252672 nChanged 43 SP:Iteration 19Q (14312.277743 sec): 3 clusters Score: Raw -176147.276235 + Penalty 1437.402304 = -174709.873931 nChanged 47 SP:Iteration 20F (14312.284898 sec): 3 clusters Score: Raw -176219.728795 + Penalty 1437.402304 = -174782.326491 nChanged 56 SP:Iteration 21Q (14312.291887 sec): 3 clusters Score: Raw -176269.285119 + Penalty 1437.402304 = -174831.882815 nChanged 53 SP:Iteration 22Q (14312.298861 sec): 3 clusters Score: Raw -176317.663741 + Penalty 1437.402304 = -174880.261437 nChanged 47 SP:Iteration 23Q (14312.305838 sec): 3 clusters Score: Raw -176348.407103 + Penalty 1437.402304 = -174911.004800 nChanged 34 SP:Iteration 24Q (14312.312836 sec): 3 clusters Score: Raw -176371.208189 + Penalty 1437.402304 = -174933.805885 nChanged 29 SP:Iteration 25Q (14312.319721 sec): 3 clusters Score: Raw -176393.476681 + Penalty 1437.402304 = -174956.074377 nChanged 29 SP:Iteration 26Q (14312.326670 sec): 3 clusters Score: Raw -176419.412438 + Penalty 1437.402304 = -174982.010135 nChanged 33 SP:Iteration 27Q (14312.333611 sec): 3 clusters Score: Raw -176435.510441 + Penalty 1437.402304 = -174998.108137 nChanged 20 SP:Iteration 28Q (14312.340528 sec): 3 clusters Score: Raw -176446.673197 + Penalty 1437.402304 = -175009.270894 nChanged 19 SP:Iteration 29Q (14312.347461 sec): 3 clusters Score: Raw -176456.299127 + Penalty 1437.402304 = -175018.896824 nChanged 12 SP:Iteration 30Q (14312.354356 sec): 3 clusters Score: Raw -176462.684155 + Penalty 1437.402304 = -175025.281852 nChanged 13 SP:Iteration 31Q (14312.361255 sec): 3 clusters Score: Raw -176467.853971 + Penalty 1437.402304 = -175030.451668 nChanged 10 SP:Iteration 32Q (14312.368148 sec): 3 clusters Score: Raw -176470.585537 + Penalty 1437.402304 = -175033.183233 nChanged 7 SP:Iteration 33Q (14312.375067 sec): 3 clusters Score: Raw -176472.749656 + Penalty 1437.402304 = -175035.347353 nChanged 3 SP:Iteration 34Q (14312.381875 sec): 3 clusters Score: Raw -176473.549253 + Penalty 1437.402304 = -175036.146949 nChanged 1 SP:Iteration 35Q (14312.388762 sec): 3 clusters Score: Raw -176473.690904 + Penalty 1437.402304 = -175036.288601 nChanged 1 SP:Iteration 36Q (14312.395633 sec): 3 clusters Score: Raw -176473.775557 + Penalty 1437.402304 = -175036.373253 nChanged 0 SP:Iteration 37F (14312.402762 sec): 3 clusters Score: Raw -176473.775557 + Penalty 1437.402304 = -175036.373253 nChanged 0 Trying to split cluster 18 (9037 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14312.424494 sec): 2 clusters Score: Raw -840470.311026 + Penalty 865.362841 = -839604.948185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14312.449079 sec): 3 clusters Score: Raw -835177.381894 + Penalty 1730.725683 = -833446.656211 nChanged 4018 SP:Iteration 1F (14312.472995 sec): 3 clusters Score: Raw -837594.867758 + Penalty 1730.725683 = -835864.142075 nChanged 644 SP:Iteration 2F (14312.496874 sec): 3 clusters Score: Raw -837898.527595 + Penalty 1730.725683 = -836167.801913 nChanged 551 SP:Iteration 3F (14312.520741 sec): 3 clusters Score: Raw -838170.424482 + Penalty 1730.725683 = -836439.698799 nChanged 490 SP:Iteration 4F (14312.544427 sec): 3 clusters Score: Raw -838434.465164 + Penalty 1730.725683 = -836703.739481 nChanged 429 SP:Iteration 5Q (14312.568302 sec): 3 clusters Score: Raw -838649.039102 + Penalty 1730.725683 = -836918.313420 nChanged 373 SP:Iteration 6Q (14312.592225 sec): 3 clusters Score: Raw -838823.794594 + Penalty 1730.725683 = -837093.068911 nChanged 343 SP:Iteration 7Q (14312.616151 sec): 3 clusters Score: Raw -838987.955751 + Penalty 1730.725683 = -837257.230069 nChanged 328 SP:Iteration 8Q (14312.639959 sec): 3 clusters Score: Raw -839141.480261 + Penalty 1730.725683 = -837410.754578 nChanged 297 SP:Iteration 9Q (14312.663795 sec): 3 clusters Score: Raw -839279.136131 + Penalty 1730.725683 = -837548.410449 nChanged 277 SP:Iteration 10Q (14312.687504 sec): 3 clusters Score: Raw -839419.824075 + Penalty 1730.725683 = -837689.098392 nChanged 244 SP:Iteration 11Q (14312.711372 sec): 3 clusters Score: Raw -839553.605157 + Penalty 1730.725683 = -837822.879475 nChanged 214 SP:Iteration 12Q (14312.735038 sec): 3 clusters Score: Raw -839689.777539 + Penalty 1730.725683 = -837959.051856 nChanged 203 SP:Iteration 13Q (14312.758445 sec): 3 clusters Score: Raw -839797.250268 + Penalty 1730.725683 = -838066.524585 nChanged 163 SP:Iteration 14Q (14312.781681 sec): 3 clusters Score: Raw -839876.687878 + Penalty 1730.725683 = -838145.962195 nChanged 138 SP:Iteration 15Q (14312.804612 sec): 3 clusters Score: Raw -839949.359538 + Penalty 1730.725683 = -838218.633856 nChanged 135 SP:Iteration 16Q (14312.827623 sec): 3 clusters Score: Raw -840019.175214 + Penalty 1730.725683 = -838288.449531 nChanged 143 SP:Iteration 17Q (14312.850450 sec): 3 clusters Score: Raw -840102.599428 + Penalty 1730.725683 = -838371.873745 nChanged 121 SP:Iteration 18Q (14312.872988 sec): 3 clusters Score: Raw -840181.108707 + Penalty 1730.725683 = -838450.383025 nChanged 96 SP:Iteration 19Q (14312.895243 sec): 3 clusters Score: Raw -840249.386628 + Penalty 1730.725683 = -838518.660945 nChanged 82 SP:Iteration 20F (14312.919038 sec): 3 clusters Score: Raw -840308.048052 + Penalty 1730.725683 = -838577.322370 nChanged 74 SP:Iteration 21Q (14312.940754 sec): 3 clusters Score: Raw -840352.001289 + Penalty 1730.725683 = -838621.275607 nChanged 61 SP:Iteration 22Q (14312.962349 sec): 3 clusters Score: Raw -840385.026680 + Penalty 1730.725683 = -838654.300998 nChanged 55 SP:Iteration 23Q (14312.983812 sec): 3 clusters Score: Raw -840413.841353 + Penalty 1730.725683 = -838683.115670 nChanged 51 SP:Iteration 24Q (14313.005184 sec): 3 clusters Score: Raw -840442.076965 + Penalty 1730.725683 = -838711.351282 nChanged 40 SP:Iteration 25Q (14313.026389 sec): 3 clusters Score: Raw -840468.644540 + Penalty 1730.725683 = -838737.918858 nChanged 50 SP:Iteration 26Q (14313.047770 sec): 3 clusters Score: Raw -840502.612121 + Penalty 1730.725683 = -838771.886439 nChanged 36 SP:Iteration 27Q (14313.068938 sec): 3 clusters Score: Raw -840525.337679 + Penalty 1730.725683 = -838794.611997 nChanged 32 SP:Iteration 28Q (14313.090234 sec): 3 clusters Score: Raw -840541.594469 + Penalty 1730.725683 = -838810.868787 nChanged 31 SP:Iteration 29Q (14313.111225 sec): 3 clusters Score: Raw -840556.900107 + Penalty 1730.725683 = -838826.174425 nChanged 23 SP:Iteration 30Q (14313.132309 sec): 3 clusters Score: Raw -840569.681253 + Penalty 1730.725683 = -838838.955570 nChanged 29 SP:Iteration 31Q (14313.153360 sec): 3 clusters Score: Raw -840586.558795 + Penalty 1730.725683 = -838855.833113 nChanged 30 SP:Iteration 32Q (14313.174252 sec): 3 clusters Score: Raw -840601.265276 + Penalty 1730.725683 = -838870.539593 nChanged 23 SP:Iteration 33Q (14313.195189 sec): 3 clusters Score: Raw -840610.560066 + Penalty 1730.725683 = -838879.834384 nChanged 15 SP:Iteration 34Q (14313.215970 sec): 3 clusters Score: Raw -840617.016184 + Penalty 1730.725683 = -838886.290501 nChanged 10 SP:Iteration 35Q (14313.236761 sec): 3 clusters Score: Raw -840620.507851 + Penalty 1730.725683 = -838889.782169 nChanged 9 SP:Iteration 36Q (14313.257904 sec): 3 clusters Score: Raw -840624.750435 + Penalty 1730.725683 = -838894.024753 nChanged 12 SP:Iteration 37Q (14313.278685 sec): 3 clusters Score: Raw -840632.947267 + Penalty 1730.725683 = -838902.221584 nChanged 15 SP:Iteration 38Q (14313.299685 sec): 3 clusters Score: Raw -840641.470923 + Penalty 1730.725683 = -838910.745241 nChanged 11 SP:Iteration 39Q (14313.320517 sec): 3 clusters Score: Raw -840648.660247 + Penalty 1730.725683 = -838917.934564 nChanged 11 SP:Iteration 40F (14313.344228 sec): 3 clusters Score: Raw -840655.806522 + Penalty 1730.725683 = -838925.080839 nChanged 12 SP:Iteration 41Q (14313.365071 sec): 3 clusters Score: Raw -840661.829736 + Penalty 1730.725683 = -838931.104054 nChanged 9 SP:Iteration 42Q (14313.385908 sec): 3 clusters Score: Raw -840666.460282 + Penalty 1730.725683 = -838935.734600 nChanged 6 SP:Iteration 43Q (14313.406934 sec): 3 clusters Score: Raw -840669.251722 + Penalty 1730.725683 = -838938.526040 nChanged 6 SP:Iteration 44Q (14313.427646 sec): 3 clusters Score: Raw -840671.371246 + Penalty 1730.725683 = -838940.645564 nChanged 4 SP:Iteration 45Q (14313.448412 sec): 3 clusters Score: Raw -840673.215245 + Penalty 1730.725683 = -838942.489562 nChanged 3 SP:Iteration 46Q (14313.469244 sec): 3 clusters Score: Raw -840674.780530 + Penalty 1730.725683 = -838944.054848 nChanged 3 SP:Iteration 47Q (14313.489983 sec): 3 clusters Score: Raw -840677.196089 + Penalty 1730.725683 = -838946.470406 nChanged 1 SP:Iteration 48Q (14313.510861 sec): 3 clusters Score: Raw -840677.516478 + Penalty 1730.725683 = -838946.790796 nChanged 1 SP:Iteration 49Q (14313.531835 sec): 3 clusters Score: Raw -840678.020787 + Penalty 1730.725683 = -838947.295104 nChanged 2 SP:Iteration 50Q (14313.552787 sec): 3 clusters Score: Raw -840679.139526 + Penalty 1730.725683 = -838948.413844 nChanged 0 SP:Iteration 51F (14313.576605 sec): 3 clusters Score: Raw -840679.139526 + Penalty 1730.725683 = -838948.413844 nChanged 0 Trying to split cluster 19 (905 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14313.591037 sec): 2 clusters Score: Raw -80517.049552 + Penalty 646.753820 = -79870.295732 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14313.595108 sec): 3 clusters Score: Raw -80189.686698 + Penalty 1293.507639 = -78896.179059 nChanged 304 SP:Iteration 1F (14313.598897 sec): 3 clusters Score: Raw -80449.387236 + Penalty 1293.507639 = -79155.879597 nChanged 69 SP:Iteration 2F (14313.602600 sec): 3 clusters Score: Raw -80527.655533 + Penalty 1293.507639 = -79234.147893 nChanged 44 SP:Iteration 3Q (14313.606304 sec): 3 clusters Score: Raw -80583.353069 + Penalty 1293.507639 = -79289.845429 nChanged 38 SP:Iteration 4Q (14313.610000 sec): 3 clusters Score: Raw -80622.513306 + Penalty 1293.507639 = -79329.005667 nChanged 24 SP:Iteration 5Q (14313.613695 sec): 3 clusters Score: Raw -80641.478738 + Penalty 1293.507639 = -79347.971099 nChanged 23 SP:Iteration 6Q (14313.617329 sec): 3 clusters Score: Raw -80661.983875 + Penalty 1293.507639 = -79368.476236 nChanged 18 SP:Iteration 7Q (14313.621007 sec): 3 clusters Score: Raw -80673.839940 + Penalty 1293.507639 = -79380.332301 nChanged 14 SP:Iteration 8Q (14313.624648 sec): 3 clusters Score: Raw -80684.445311 + Penalty 1293.507639 = -79390.937672 nChanged 10 SP:Iteration 9Q (14313.628336 sec): 3 clusters Score: Raw -80691.438125 + Penalty 1293.507639 = -79397.930486 nChanged 8 SP:Iteration 10Q (14313.631979 sec): 3 clusters Score: Raw -80695.407401 + Penalty 1293.507639 = -79401.899762 nChanged 5 SP:Iteration 11Q (14313.635626 sec): 3 clusters Score: Raw -80700.013161 + Penalty 1293.507639 = -79406.505522 nChanged 6 SP:Iteration 12Q (14313.639278 sec): 3 clusters Score: Raw -80703.372629 + Penalty 1293.507639 = -79409.864990 nChanged 3 SP:Iteration 13Q (14313.642917 sec): 3 clusters Score: Raw -80704.253968 + Penalty 1293.507639 = -79410.746329 nChanged 2 SP:Iteration 14Q (14313.646542 sec): 3 clusters Score: Raw -80705.994078 + Penalty 1293.507639 = -79412.486439 nChanged 5 SP:Iteration 15Q (14313.650144 sec): 3 clusters Score: Raw -80709.204340 + Penalty 1293.507639 = -79415.696701 nChanged 5 SP:Iteration 16Q (14313.653760 sec): 3 clusters Score: Raw -80714.569559 + Penalty 1293.507639 = -79421.061920 nChanged 7 SP:Iteration 17Q (14313.657417 sec): 3 clusters Score: Raw -80718.058054 + Penalty 1293.507639 = -79424.550414 nChanged 3 SP:Iteration 18Q (14313.661062 sec): 3 clusters Score: Raw -80719.695040 + Penalty 1293.507639 = -79426.187401 nChanged 1 SP:Iteration 19Q (14313.664725 sec): 3 clusters Score: Raw -80720.677295 + Penalty 1293.507639 = -79427.169655 nChanged 2 SP:Iteration 20F (14313.668440 sec): 3 clusters Score: Raw -80721.501425 + Penalty 1293.507639 = -79427.993786 nChanged 1 SP:Iteration 21Q (14313.672060 sec): 3 clusters Score: Raw -80722.136587 + Penalty 1293.507639 = -79428.628948 nChanged 1 SP:Iteration 22Q (14313.675712 sec): 3 clusters Score: Raw -80722.218113 + Penalty 1293.507639 = -79428.710474 nChanged 0 SP:Iteration 23F (14313.679408 sec): 3 clusters Score: Raw -80722.218113 + Penalty 1293.507639 = -79428.710474 nChanged 0 Trying to split cluster 20 (14061 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14313.705445 sec): 2 clusters Score: Raw -1167415.399988 + Penalty 907.360227 = -1166508.039761 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14313.736116 sec): 3 clusters Score: Raw -1158825.207082 + Penalty 1814.720454 = -1157010.486627 nChanged 6458 SP:Iteration 1F (14313.765121 sec): 3 clusters Score: Raw -1163430.457435 + Penalty 1814.720454 = -1161615.736981 nChanged 1377 SP:Iteration 2F (14313.794133 sec): 3 clusters Score: Raw -1164723.151206 + Penalty 1814.720454 = -1162908.430751 nChanged 1422 SP:Iteration 3F (14313.823175 sec): 3 clusters Score: Raw -1165971.158536 + Penalty 1814.720454 = -1164156.438082 nChanged 1198 SP:Iteration 4F (14313.852245 sec): 3 clusters Score: Raw -1166818.995082 + Penalty 1814.720454 = -1165004.274627 nChanged 836 SP:Iteration 5F (14313.881279 sec): 3 clusters Score: Raw -1167307.638275 + Penalty 1814.720454 = -1165492.917821 nChanged 525 SP:Iteration 6Q (14313.910151 sec): 3 clusters Score: Raw -1167551.817167 + Penalty 1814.720454 = -1165737.096712 nChanged 376 SP:Iteration 7Q (14313.938927 sec): 3 clusters Score: Raw -1167683.189745 + Penalty 1814.720454 = -1165868.469290 nChanged 274 SP:Iteration 8Q (14313.967707 sec): 3 clusters Score: Raw -1167768.468377 + Penalty 1814.720454 = -1165953.747922 nChanged 224 SP:Iteration 9Q (14313.996341 sec): 3 clusters Score: Raw -1167835.830220 + Penalty 1814.720454 = -1166021.109766 nChanged 211 SP:Iteration 10Q (14314.024910 sec): 3 clusters Score: Raw -1167904.336418 + Penalty 1814.720454 = -1166089.615963 nChanged 210 SP:Iteration 11Q (14314.054007 sec): 3 clusters Score: Raw -1167973.062155 + Penalty 1814.720454 = -1166158.341701 nChanged 201 SP:Iteration 12Q (14314.082741 sec): 3 clusters Score: Raw -1168037.566318 + Penalty 1814.720454 = -1166222.845864 nChanged 190 SP:Iteration 13Q (14314.111442 sec): 3 clusters Score: Raw -1168094.903869 + Penalty 1814.720454 = -1166280.183415 nChanged 171 SP:Iteration 14Q (14314.140432 sec): 3 clusters Score: Raw -1168149.826102 + Penalty 1814.720454 = -1166335.105648 nChanged 165 SP:Iteration 15Q (14314.169215 sec): 3 clusters Score: Raw -1168201.720481 + Penalty 1814.720454 = -1166387.000027 nChanged 152 SP:Iteration 16Q (14314.197949 sec): 3 clusters Score: Raw -1168248.234421 + Penalty 1814.720454 = -1166433.513967 nChanged 147 SP:Iteration 17Q (14314.226769 sec): 3 clusters Score: Raw -1168290.777474 + Penalty 1814.720454 = -1166476.057020 nChanged 123 SP:Iteration 18Q (14314.255389 sec): 3 clusters Score: Raw -1168329.796657 + Penalty 1814.720454 = -1166515.076203 nChanged 112 SP:Iteration 19Q (14314.284052 sec): 3 clusters Score: Raw -1168363.660944 + Penalty 1814.720454 = -1166548.940490 nChanged 101 SP:Iteration 20F (14314.313016 sec): 3 clusters Score: Raw -1168392.972986 + Penalty 1814.720454 = -1166578.252532 nChanged 112 SP:Iteration 21Q (14314.341512 sec): 3 clusters Score: Raw -1168428.289748 + Penalty 1814.720454 = -1166613.569293 nChanged 87 SP:Iteration 22Q (14314.370126 sec): 3 clusters Score: Raw -1168452.618394 + Penalty 1814.720454 = -1166637.897940 nChanged 77 SP:Iteration 23Q (14314.398592 sec): 3 clusters Score: Raw -1168472.717362 + Penalty 1814.720454 = -1166657.996908 nChanged 59 SP:Iteration 24Q (14314.426988 sec): 3 clusters Score: Raw -1168486.089255 + Penalty 1814.720454 = -1166671.368801 nChanged 54 SP:Iteration 25Q (14314.467721 sec): 3 clusters Score: Raw -1168498.280511 + Penalty 1814.720454 = -1166683.560056 nChanged 44 SP:Iteration 26Q (14314.496992 sec): 3 clusters Score: Raw -1168508.969778 + Penalty 1814.720454 = -1166694.249324 nChanged 44 SP:Iteration 27Q (14314.526684 sec): 3 clusters Score: Raw -1168519.437783 + Penalty 1814.720454 = -1166704.717328 nChanged 33 SP:Iteration 28Q (14314.565349 sec): 3 clusters Score: Raw -1168529.338635 + Penalty 1814.720454 = -1166714.618181 nChanged 42 SP:Iteration 29Q (14314.594434 sec): 3 clusters Score: Raw -1168539.514456 + Penalty 1814.720454 = -1166724.794001 nChanged 35 SP:Iteration 30Q (14314.622569 sec): 3 clusters Score: Raw -1168546.024305 + Penalty 1814.720454 = -1166731.303850 nChanged 22 SP:Iteration 31Q (14314.650542 sec): 3 clusters Score: Raw -1168552.571667 + Penalty 1814.720454 = -1166737.851213 nChanged 22 SP:Iteration 32Q (14314.678417 sec): 3 clusters Score: Raw -1168556.857042 + Penalty 1814.720454 = -1166742.136588 nChanged 21 SP:Iteration 33Q (14314.706157 sec): 3 clusters Score: Raw -1168562.712821 + Penalty 1814.720454 = -1166747.992367 nChanged 15 SP:Iteration 34Q (14314.734228 sec): 3 clusters Score: Raw -1168565.489178 + Penalty 1814.720454 = -1166750.768724 nChanged 7 SP:Iteration 35Q (14314.762280 sec): 3 clusters Score: Raw -1168566.391759 + Penalty 1814.720454 = -1166751.671304 nChanged 4 SP:Iteration 36Q (14314.790196 sec): 3 clusters Score: Raw -1168567.214107 + Penalty 1814.720454 = -1166752.493653 nChanged 6 SP:Iteration 37Q (14314.818154 sec): 3 clusters Score: Raw -1168568.339210 + Penalty 1814.720454 = -1166753.618756 nChanged 6 SP:Iteration 38Q (14314.846031 sec): 3 clusters Score: Raw -1168568.961339 + Penalty 1814.720454 = -1166754.240885 nChanged 3 SP:Iteration 39Q (14314.873910 sec): 3 clusters Score: Raw -1168569.174046 + Penalty 1814.720454 = -1166754.453591 nChanged 2 SP:Iteration 40F (14314.902869 sec): 3 clusters Score: Raw -1168569.248718 + Penalty 1814.720454 = -1166754.528264 nChanged 0 Score: Raw -89559571.713137 + Penalty 51115.904099 = -89508455.809038 Splitting cluster 20 changes total score from -89508600.850698 to -89508455.809038 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14333.117325 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14333.124780 sec): 3 clusters Score: Raw -174580.420531 + Penalty 1425.100602 = -173155.319929 nChanged 683 SP:Iteration 1F (14333.131563 sec): 3 clusters Score: Raw -174991.527081 + Penalty 1425.100602 = -173566.426478 nChanged 140 SP:Iteration 2F (14333.138348 sec): 3 clusters Score: Raw -175083.497402 + Penalty 1425.100602 = -173658.396799 nChanged 91 SP:Iteration 3F (14333.145068 sec): 3 clusters Score: Raw -175140.771965 + Penalty 1425.100602 = -173715.671362 nChanged 80 SP:Iteration 4Q (14333.151796 sec): 3 clusters Score: Raw -175185.177890 + Penalty 1425.100602 = -173760.077287 nChanged 51 SP:Iteration 5Q (14333.158519 sec): 3 clusters Score: Raw -175213.130424 + Penalty 1425.100602 = -173788.029822 nChanged 47 SP:Iteration 6Q (14333.165288 sec): 3 clusters Score: Raw -175242.465348 + Penalty 1425.100602 = -173817.364746 nChanged 45 SP:Iteration 7Q (14333.172072 sec): 3 clusters Score: Raw -175264.071257 + Penalty 1425.100602 = -173838.970655 nChanged 25 SP:Iteration 8Q (14333.178846 sec): 3 clusters Score: Raw -175274.733088 + Penalty 1425.100602 = -173849.632486 nChanged 26 SP:Iteration 9Q (14333.185639 sec): 3 clusters Score: Raw -175286.128604 + Penalty 1425.100602 = -173861.028002 nChanged 23 SP:Iteration 10Q (14333.192424 sec): 3 clusters Score: Raw -175296.167958 + Penalty 1425.100602 = -173871.067356 nChanged 17 SP:Iteration 11Q (14333.199163 sec): 3 clusters Score: Raw -175303.224080 + Penalty 1425.100602 = -173878.123478 nChanged 19 SP:Iteration 12Q (14333.205945 sec): 3 clusters Score: Raw -175310.431429 + Penalty 1425.100602 = -173885.330827 nChanged 22 SP:Iteration 13Q (14333.212716 sec): 3 clusters Score: Raw -175318.561679 + Penalty 1425.100602 = -173893.461076 nChanged 20 SP:Iteration 14Q (14333.219492 sec): 3 clusters Score: Raw -175326.386668 + Penalty 1425.100602 = -173901.286066 nChanged 21 SP:Iteration 15Q (14333.226278 sec): 3 clusters Score: Raw -175332.207266 + Penalty 1425.100602 = -173907.106663 nChanged 11 SP:Iteration 16Q (14333.233056 sec): 3 clusters Score: Raw -175335.319744 + Penalty 1425.100602 = -173910.219141 nChanged 8 SP:Iteration 17Q (14333.239824 sec): 3 clusters Score: Raw -175338.775766 + Penalty 1425.100602 = -173913.675164 nChanged 7 SP:Iteration 18Q (14333.246572 sec): 3 clusters Score: Raw -175340.285424 + Penalty 1425.100602 = -173915.184821 nChanged 7 SP:Iteration 19Q (14333.253323 sec): 3 clusters Score: Raw -175341.636404 + Penalty 1425.100602 = -173916.535802 nChanged 4 SP:Iteration 20F (14333.260085 sec): 3 clusters Score: Raw -175342.571892 + Penalty 1425.100602 = -173917.471290 nChanged 3 SP:Iteration 21Q (14333.266780 sec): 3 clusters Score: Raw -175343.163885 + Penalty 1425.100602 = -173918.063282 nChanged 2 SP:Iteration 22Q (14333.273537 sec): 3 clusters Score: Raw -175343.429398 + Penalty 1425.100602 = -173918.328796 nChanged 0 SP:Iteration 23F (14333.280280 sec): 3 clusters Score: Raw -175343.429398 + Penalty 1425.100602 = -173918.328796 nChanged 0 Trying to split cluster 22 (6372 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14333.299597 sec): 2 clusters Score: Raw -609620.636539 + Penalty 832.168524 = -608788.468015 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14333.320257 sec): 3 clusters Score: Raw -605969.349109 + Penalty 1664.337047 = -604305.012062 nChanged 2746 SP:Iteration 1F (14333.340488 sec): 3 clusters Score: Raw -607515.686464 + Penalty 1664.337047 = -605851.349416 nChanged 393 SP:Iteration 2F (14333.360751 sec): 3 clusters Score: Raw -607704.753769 + Penalty 1664.337047 = -606040.416722 nChanged 357 SP:Iteration 3F (14333.381013 sec): 3 clusters Score: Raw -607887.182327 + Penalty 1664.337047 = -606222.845279 nChanged 368 SP:Iteration 4F (14333.401413 sec): 3 clusters Score: Raw -608111.958866 + Penalty 1664.337047 = -606447.621819 nChanged 357 SP:Iteration 5F (14333.421453 sec): 3 clusters Score: Raw -608304.041516 + Penalty 1664.337047 = -606639.704468 nChanged 331 SP:Iteration 6F (14333.441551 sec): 3 clusters Score: Raw -608497.232813 + Penalty 1664.337047 = -606832.895765 nChanged 331 SP:Iteration 7F (14333.461674 sec): 3 clusters Score: Raw -608703.492716 + Penalty 1664.337047 = -607039.155669 nChanged 304 SP:Iteration 8Q (14333.481442 sec): 3 clusters Score: Raw -608904.431041 + Penalty 1664.337047 = -607240.093993 nChanged 274 SP:Iteration 9Q (14333.501417 sec): 3 clusters Score: Raw -609097.668224 + Penalty 1664.337047 = -607433.331177 nChanged 213 SP:Iteration 10Q (14333.521189 sec): 3 clusters Score: Raw -609273.433283 + Penalty 1664.337047 = -607609.096236 nChanged 174 SP:Iteration 11Q (14333.540902 sec): 3 clusters Score: Raw -609400.808322 + Penalty 1664.337047 = -607736.471274 nChanged 138 SP:Iteration 12Q (14333.560797 sec): 3 clusters Score: Raw -609500.763750 + Penalty 1664.337047 = -607836.426703 nChanged 106 SP:Iteration 13Q (14333.580097 sec): 3 clusters Score: Raw -609568.383462 + Penalty 1664.337047 = -607904.046414 nChanged 68 SP:Iteration 14Q (14333.599627 sec): 3 clusters Score: Raw -609614.675677 + Penalty 1664.337047 = -607950.338630 nChanged 70 SP:Iteration 15Q (14333.618936 sec): 3 clusters Score: Raw -609668.081955 + Penalty 1664.337047 = -608003.744908 nChanged 60 SP:Iteration 16Q (14333.637771 sec): 3 clusters Score: Raw -609710.008343 + Penalty 1664.337047 = -608045.671295 nChanged 33 SP:Iteration 17Q (14333.656992 sec): 3 clusters Score: Raw -609733.842860 + Penalty 1664.337047 = -608069.505813 nChanged 23 SP:Iteration 18Q (14333.676041 sec): 3 clusters Score: Raw -609749.558444 + Penalty 1664.337047 = -608085.221397 nChanged 17 SP:Iteration 19Q (14333.695006 sec): 3 clusters Score: Raw -609758.708646 + Penalty 1664.337047 = -608094.371598 nChanged 11 SP:Iteration 20F (14333.715033 sec): 3 clusters Score: Raw -609764.456663 + Penalty 1664.337047 = -608100.119615 nChanged 9 SP:Iteration 21Q (14333.733656 sec): 3 clusters Score: Raw -609769.900897 + Penalty 1664.337047 = -608105.563849 nChanged 15 SP:Iteration 22Q (14333.752512 sec): 3 clusters Score: Raw -609779.648117 + Penalty 1664.337047 = -608115.311070 nChanged 9 SP:Iteration 23Q (14333.771174 sec): 3 clusters Score: Raw -609785.433988 + Penalty 1664.337047 = -608121.096941 nChanged 6 SP:Iteration 24Q (14333.789839 sec): 3 clusters Score: Raw -609788.535549 + Penalty 1664.337047 = -608124.198501 nChanged 8 SP:Iteration 25Q (14333.808445 sec): 3 clusters Score: Raw -609793.988007 + Penalty 1664.337047 = -608129.650960 nChanged 5 SP:Iteration 26Q (14333.827241 sec): 3 clusters Score: Raw -609797.569516 + Penalty 1664.337047 = -608133.232469 nChanged 3 SP:Iteration 27Q (14333.845933 sec): 3 clusters Score: Raw -609800.489488 + Penalty 1664.337047 = -608136.152441 nChanged 4 SP:Iteration 28Q (14333.864510 sec): 3 clusters Score: Raw -609803.854521 + Penalty 1664.337047 = -608139.517474 nChanged 3 SP:Iteration 29Q (14333.883282 sec): 3 clusters Score: Raw -609805.481620 + Penalty 1664.337047 = -608141.144572 nChanged 3 SP:Iteration 30Q (14333.901894 sec): 3 clusters Score: Raw -609806.696248 + Penalty 1664.337047 = -608142.359200 nChanged 4 SP:Iteration 31Q (14333.920768 sec): 3 clusters Score: Raw -609808.134390 + Penalty 1664.337047 = -608143.797343 nChanged 3 SP:Iteration 32Q (14333.939276 sec): 3 clusters Score: Raw -609809.928782 + Penalty 1664.337047 = -608145.591734 nChanged 3 SP:Iteration 33Q (14333.958129 sec): 3 clusters Score: Raw -609811.185770 + Penalty 1664.337047 = -608146.848722 nChanged 2 SP:Iteration 34Q (14333.976702 sec): 3 clusters Score: Raw -609812.030287 + Penalty 1664.337047 = -608147.693239 nChanged 1 SP:Iteration 35Q (14333.995403 sec): 3 clusters Score: Raw -609812.898430 + Penalty 1664.337047 = -608148.561382 nChanged 1 SP:Iteration 36Q (14334.014234 sec): 3 clusters Score: Raw -609813.330748 + Penalty 1664.337047 = -608148.993701 nChanged 0 SP:Iteration 37F (14334.034294 sec): 3 clusters Score: Raw -609813.330748 + Penalty 1664.337047 = -608148.993701 nChanged 0 Trying to split cluster 23 (192 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14334.048143 sec): 2 clusters Score: Raw -13468.400950 + Penalty 499.462060 = -12968.938890 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14334.049574 sec): 3 clusters Score: Raw -13650.407192 + Penalty 998.924121 = -12651.483071 nChanged 49 SP:Iteration 1F (14334.050803 sec): 3 clusters Score: Raw -13780.538414 + Penalty 998.924121 = -12781.614293 nChanged 11 SP:Iteration 2F (14334.052021 sec): 3 clusters Score: Raw -13814.842020 + Penalty 998.924121 = -12815.917899 nChanged 8 SP:Iteration 3Q (14334.053212 sec): 3 clusters Score: Raw -13831.487123 + Penalty 998.924121 = -12832.563003 nChanged 5 SP:Iteration 4Q (14334.054410 sec): 3 clusters Score: Raw -13854.008930 + Penalty 998.924121 = -12855.084809 nChanged 1 SP:Iteration 5Q (14334.055600 sec): 3 clusters Score: Raw -13854.494187 + Penalty 998.924121 = -12855.570066 nChanged 0 SP:Iteration 6F (14334.056805 sec): 3 clusters Score: Raw -13854.494187 + Penalty 998.924121 = -12855.570066 nChanged 0 Trying to split cluster 24 (1283 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14334.072275 sec): 2 clusters Score: Raw -132760.661856 + Penalty 679.910855 = -132080.751002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14334.077890 sec): 3 clusters Score: Raw -132182.268879 + Penalty 1359.821709 = -130822.447170 nChanged 457 SP:Iteration 1F (14334.082959 sec): 3 clusters Score: Raw -132427.704503 + Penalty 1359.821709 = -131067.882794 nChanged 101 SP:Iteration 2F (14334.088077 sec): 3 clusters Score: Raw -132509.318067 + Penalty 1359.821709 = -131149.496358 nChanged 64 SP:Iteration 3Q (14334.093156 sec): 3 clusters Score: Raw -132555.696175 + Penalty 1359.821709 = -131195.874465 nChanged 49 SP:Iteration 4Q (14334.098174 sec): 3 clusters Score: Raw -132586.867912 + Penalty 1359.821709 = -131227.046202 nChanged 28 SP:Iteration 5Q (14334.103271 sec): 3 clusters Score: Raw -132601.885064 + Penalty 1359.821709 = -131242.063355 nChanged 19 SP:Iteration 6Q (14334.108315 sec): 3 clusters Score: Raw -132611.425173 + Penalty 1359.821709 = -131251.603463 nChanged 16 SP:Iteration 7Q (14334.113379 sec): 3 clusters Score: Raw -132620.916394 + Penalty 1359.821709 = -131261.094685 nChanged 16 SP:Iteration 8Q (14334.118432 sec): 3 clusters Score: Raw -132628.094278 + Penalty 1359.821709 = -131268.272568 nChanged 10 SP:Iteration 9Q (14334.123464 sec): 3 clusters Score: Raw -132633.762644 + Penalty 1359.821709 = -131273.940934 nChanged 11 SP:Iteration 10Q (14334.128562 sec): 3 clusters Score: Raw -132639.285359 + Penalty 1359.821709 = -131279.463650 nChanged 14 SP:Iteration 11Q (14334.133651 sec): 3 clusters Score: Raw -132644.855529 + Penalty 1359.821709 = -131285.033820 nChanged 5 SP:Iteration 12Q (14334.138738 sec): 3 clusters Score: Raw -132646.510183 + Penalty 1359.821709 = -131286.688474 nChanged 4 SP:Iteration 13Q (14334.143787 sec): 3 clusters Score: Raw -132648.107321 + Penalty 1359.821709 = -131288.285612 nChanged 1 SP:Iteration 14Q (14334.148847 sec): 3 clusters Score: Raw -132648.450503 + Penalty 1359.821709 = -131288.628793 nChanged 0 SP:Iteration 15F (14334.153877 sec): 3 clusters Score: Raw -132648.450503 + Penalty 1359.821709 = -131288.628793 nChanged 0 Trying to split cluster 25 (749 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14334.168577 sec): 2 clusters Score: Raw -65705.185922 + Penalty 628.780203 = -65076.405718 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14334.172151 sec): 3 clusters Score: Raw -65423.274509 + Penalty 1257.560407 = -64165.714102 nChanged 248 SP:Iteration 1F (14334.175382 sec): 3 clusters Score: Raw -65618.064960 + Penalty 1257.560407 = -64360.504553 nChanged 55 SP:Iteration 2F (14334.178608 sec): 3 clusters Score: Raw -65661.587019 + Penalty 1257.560407 = -64404.026612 nChanged 36 SP:Iteration 3Q (14334.181795 sec): 3 clusters Score: Raw -65694.627127 + Penalty 1257.560407 = -64437.066720 nChanged 26 SP:Iteration 4Q (14334.185004 sec): 3 clusters Score: Raw -65718.019895 + Penalty 1257.560407 = -64460.459489 nChanged 20 SP:Iteration 5Q (14334.188187 sec): 3 clusters Score: Raw -65739.792168 + Penalty 1257.560407 = -64482.231761 nChanged 20 SP:Iteration 6Q (14334.191338 sec): 3 clusters Score: Raw -65757.506115 + Penalty 1257.560407 = -64499.945708 nChanged 15 SP:Iteration 7Q (14334.194494 sec): 3 clusters Score: Raw -65771.472423 + Penalty 1257.560407 = -64513.912016 nChanged 14 SP:Iteration 8Q (14334.197660 sec): 3 clusters Score: Raw -65784.585040 + Penalty 1257.560407 = -64527.024633 nChanged 9 SP:Iteration 9Q (14334.200818 sec): 3 clusters Score: Raw -65791.430739 + Penalty 1257.560407 = -64533.870332 nChanged 9 SP:Iteration 10Q (14334.203966 sec): 3 clusters Score: Raw -65800.119139 + Penalty 1257.560407 = -64542.558732 nChanged 10 SP:Iteration 11Q (14334.207116 sec): 3 clusters Score: Raw -65811.514805 + Penalty 1257.560407 = -64553.954398 nChanged 9 SP:Iteration 12Q (14334.210263 sec): 3 clusters Score: Raw -65824.418702 + Penalty 1257.560407 = -64566.858295 nChanged 7 SP:Iteration 13Q (14334.213402 sec): 3 clusters Score: Raw -65837.281894 + Penalty 1257.560407 = -64579.721487 nChanged 10 SP:Iteration 14Q (14334.216534 sec): 3 clusters Score: Raw -65848.966851 + Penalty 1257.560407 = -64591.406444 nChanged 6 SP:Iteration 15Q (14334.219648 sec): 3 clusters Score: Raw -65852.198728 + Penalty 1257.560407 = -64594.638322 nChanged 0 SP:Iteration 16F (14334.222833 sec): 3 clusters Score: Raw -65852.198728 + Penalty 1257.560407 = -64594.638322 nChanged 0 Trying to split cluster 26 (9759 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14334.245239 sec): 2 clusters Score: Raw -899199.228163 + Penalty 872.664795 = -898326.563367 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14334.270794 sec): 3 clusters Score: Raw -893444.187284 + Penalty 1745.329591 = -891698.857693 nChanged 4346 SP:Iteration 1F (14334.295283 sec): 3 clusters Score: Raw -896008.909564 + Penalty 1745.329591 = -894263.579973 nChanged 653 SP:Iteration 2F (14334.319534 sec): 3 clusters Score: Raw -896345.193967 + Penalty 1745.329591 = -894599.864376 nChanged 576 SP:Iteration 3F (14334.343836 sec): 3 clusters Score: Raw -896647.294744 + Penalty 1745.329591 = -894901.965153 nChanged 520 SP:Iteration 4F (14334.368086 sec): 3 clusters Score: Raw -896942.349431 + Penalty 1745.329591 = -895197.019840 nChanged 513 SP:Iteration 5F (14334.392583 sec): 3 clusters Score: Raw -897243.198790 + Penalty 1745.329591 = -895497.869199 nChanged 455 SP:Iteration 6Q (14334.416745 sec): 3 clusters Score: Raw -897508.323337 + Penalty 1745.329591 = -895762.993747 nChanged 414 SP:Iteration 7Q (14334.440969 sec): 3 clusters Score: Raw -897754.296646 + Penalty 1745.329591 = -896008.967055 nChanged 395 SP:Iteration 8Q (14334.465264 sec): 3 clusters Score: Raw -898002.452840 + Penalty 1745.329591 = -896257.123249 nChanged 388 SP:Iteration 9Q (14334.489398 sec): 3 clusters Score: Raw -898238.380668 + Penalty 1745.329591 = -896493.051078 nChanged 318 SP:Iteration 10Q (14334.513245 sec): 3 clusters Score: Raw -898434.216383 + Penalty 1745.329591 = -896688.886792 nChanged 246 SP:Iteration 11Q (14334.536969 sec): 3 clusters Score: Raw -898617.549719 + Penalty 1745.329591 = -896872.220129 nChanged 211 SP:Iteration 12Q (14334.560516 sec): 3 clusters Score: Raw -898773.696249 + Penalty 1745.329591 = -897028.366658 nChanged 182 SP:Iteration 13Q (14334.584067 sec): 3 clusters Score: Raw -898938.720024 + Penalty 1745.329591 = -897193.390433 nChanged 192 SP:Iteration 14Q (14334.607255 sec): 3 clusters Score: Raw -899093.038823 + Penalty 1745.329591 = -897347.709232 nChanged 181 SP:Iteration 15Q (14334.630487 sec): 3 clusters Score: Raw -899240.854969 + Penalty 1745.329591 = -897495.525379 nChanged 148 SP:Iteration 16Q (14334.653346 sec): 3 clusters Score: Raw -899337.433184 + Penalty 1745.329591 = -897592.103593 nChanged 123 SP:Iteration 17Q (14334.676096 sec): 3 clusters Score: Raw -899406.635357 + Penalty 1745.329591 = -897661.305766 nChanged 102 SP:Iteration 18Q (14334.698950 sec): 3 clusters Score: Raw -899459.554010 + Penalty 1745.329591 = -897714.224419 nChanged 75 SP:Iteration 19Q (14334.721622 sec): 3 clusters Score: Raw -899493.396901 + Penalty 1745.329591 = -897748.067311 nChanged 69 SP:Iteration 20F (14334.745897 sec): 3 clusters Score: Raw -899522.950831 + Penalty 1745.329591 = -897777.621240 nChanged 67 SP:Iteration 21Q (14334.768349 sec): 3 clusters Score: Raw -899557.241974 + Penalty 1745.329591 = -897811.912383 nChanged 67 SP:Iteration 22Q (14334.790879 sec): 3 clusters Score: Raw -899582.508434 + Penalty 1745.329591 = -897837.178843 nChanged 46 SP:Iteration 23Q (14334.813457 sec): 3 clusters Score: Raw -899597.257640 + Penalty 1745.329591 = -897851.928049 nChanged 42 SP:Iteration 24Q (14334.835987 sec): 3 clusters Score: Raw -899610.591164 + Penalty 1745.329591 = -897865.261573 nChanged 35 SP:Iteration 25Q (14334.858735 sec): 3 clusters Score: Raw -899620.891639 + Penalty 1745.329591 = -897875.562048 nChanged 25 SP:Iteration 26Q (14334.881042 sec): 3 clusters Score: Raw -899627.889795 + Penalty 1745.329591 = -897882.560204 nChanged 17 SP:Iteration 27Q (14334.903351 sec): 3 clusters Score: Raw -899632.288420 + Penalty 1745.329591 = -897886.958829 nChanged 22 SP:Iteration 28Q (14334.925774 sec): 3 clusters Score: Raw -899636.302753 + Penalty 1745.329591 = -897890.973162 nChanged 6 SP:Iteration 29Q (14334.948257 sec): 3 clusters Score: Raw -899636.913936 + Penalty 1745.329591 = -897891.584345 nChanged 7 SP:Iteration 30Q (14334.970627 sec): 3 clusters Score: Raw -899637.746946 + Penalty 1745.329591 = -897892.417356 nChanged 7 SP:Iteration 31Q (14334.992988 sec): 3 clusters Score: Raw -899638.717062 + Penalty 1745.329591 = -897893.387471 nChanged 8 SP:Iteration 32Q (14335.015467 sec): 3 clusters Score: Raw -899639.993569 + Penalty 1745.329591 = -897894.663978 nChanged 6 SP:Iteration 33Q (14335.037895 sec): 3 clusters Score: Raw -899640.488668 + Penalty 1745.329591 = -897895.159077 nChanged 3 SP:Iteration 34Q (14335.060361 sec): 3 clusters Score: Raw -899641.008694 + Penalty 1745.329591 = -897895.679104 nChanged 5 SP:Iteration 35Q (14335.082708 sec): 3 clusters Score: Raw -899642.034469 + Penalty 1745.329591 = -897896.704878 nChanged 7 SP:Iteration 36Q (14335.105033 sec): 3 clusters Score: Raw -899643.288335 + Penalty 1745.329591 = -897897.958744 nChanged 6 SP:Iteration 37Q (14335.127292 sec): 3 clusters Score: Raw -899643.964918 + Penalty 1745.329591 = -897898.635327 nChanged 3 SP:Iteration 38Q (14335.149677 sec): 3 clusters Score: Raw -899644.110609 + Penalty 1745.329591 = -897898.781018 nChanged 3 SP:Iteration 39Q (14335.171962 sec): 3 clusters Score: Raw -899644.878365 + Penalty 1745.329591 = -897899.548774 nChanged 5 SP:Iteration 40F (14335.196409 sec): 3 clusters Score: Raw -899645.416831 + Penalty 1745.329591 = -897900.087240 nChanged 5 SP:Iteration 41Q (14335.218838 sec): 3 clusters Score: Raw -899646.082384 + Penalty 1745.329591 = -897900.752793 nChanged 4 SP:Iteration 42Q (14335.241074 sec): 3 clusters Score: Raw -899646.847935 + Penalty 1745.329591 = -897901.518344 nChanged 7 SP:Iteration 43Q (14335.263497 sec): 3 clusters Score: Raw -899648.176226 + Penalty 1745.329591 = -897902.846635 nChanged 6 SP:Iteration 44Q (14335.285847 sec): 3 clusters Score: Raw -899648.851009 + Penalty 1745.329591 = -897903.521419 nChanged 6 SP:Iteration 45Q (14335.308158 sec): 3 clusters Score: Raw -899650.550439 + Penalty 1745.329591 = -897905.220848 nChanged 11 SP:Iteration 46Q (14335.330373 sec): 3 clusters Score: Raw -899652.867701 + Penalty 1745.329591 = -897907.538110 nChanged 15 SP:Iteration 47Q (14335.352690 sec): 3 clusters Score: Raw -899657.166112 + Penalty 1745.329591 = -897911.836521 nChanged 14 SP:Iteration 48Q (14335.374852 sec): 3 clusters Score: Raw -899659.428748 + Penalty 1745.329591 = -897914.099157 nChanged 13 SP:Iteration 49Q (14335.397240 sec): 3 clusters Score: Raw -899663.824137 + Penalty 1745.329591 = -897918.494546 nChanged 14 SP:Iteration 50Q (14335.419434 sec): 3 clusters Score: Raw -899667.815895 + Penalty 1745.329591 = -897922.486305 nChanged 14 SP:Iteration 51Q (14335.441721 sec): 3 clusters Score: Raw -899671.628624 + Penalty 1745.329591 = -897926.299033 nChanged 16 SP:Iteration 52Q (14335.463933 sec): 3 clusters Score: Raw -899675.253228 + Penalty 1745.329591 = -897929.923637 nChanged 17 SP:Iteration 53Q (14335.486099 sec): 3 clusters Score: Raw -899680.134359 + Penalty 1745.329591 = -897934.804768 nChanged 15 SP:Iteration 54Q (14335.508457 sec): 3 clusters Score: Raw -899683.609747 + Penalty 1745.329591 = -897938.280156 nChanged 10 SP:Iteration 55Q (14335.530782 sec): 3 clusters Score: Raw -899685.228938 + Penalty 1745.329591 = -897939.899347 nChanged 6 SP:Iteration 56Q (14335.552989 sec): 3 clusters Score: Raw -899686.468061 + Penalty 1745.329591 = -897941.138470 nChanged 5 SP:Iteration 57Q (14335.575105 sec): 3 clusters Score: Raw -899687.384438 + Penalty 1745.329591 = -897942.054847 nChanged 4 SP:Iteration 58Q (14335.597218 sec): 3 clusters Score: Raw -899687.833691 + Penalty 1745.329591 = -897942.504100 nChanged 1 SP:Iteration 59Q (14335.619399 sec): 3 clusters Score: Raw -899687.949234 + Penalty 1745.329591 = -897942.619643 nChanged 1 SP:Iteration 60F (14335.643851 sec): 3 clusters Score: Raw -899688.016423 + Penalty 1745.329591 = -897942.686833 nChanged 1 SP:Iteration 61Q (14335.666000 sec): 3 clusters Score: Raw -899688.088505 + Penalty 1745.329591 = -897942.758914 nChanged 0 SP:Iteration 62F (14335.690360 sec): 3 clusters Score: Raw -899688.088505 + Penalty 1745.329591 = -897942.758914 nChanged 0 Trying to split cluster 27 (3775 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14335.707000 sec): 2 clusters Score: Raw -329527.328328 + Penalty 782.434788 = -328744.893540 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14335.721590 sec): 3 clusters Score: Raw -327473.034394 + Penalty 1564.869576 = -325908.164819 nChanged 1607 SP:Iteration 1F (14335.735093 sec): 3 clusters Score: Raw -328594.913778 + Penalty 1564.869576 = -327030.044203 nChanged 380 SP:Iteration 2F (14335.748610 sec): 3 clusters Score: Raw -328901.649174 + Penalty 1564.869576 = -327336.779598 nChanged 305 SP:Iteration 3F (14335.762082 sec): 3 clusters Score: Raw -329127.358213 + Penalty 1564.869576 = -327562.488637 nChanged 227 SP:Iteration 4F (14335.775577 sec): 3 clusters Score: Raw -329270.763556 + Penalty 1564.869576 = -327705.893981 nChanged 171 SP:Iteration 5Q (14335.788885 sec): 3 clusters Score: Raw -329363.335096 + Penalty 1564.869576 = -327798.465520 nChanged 139 SP:Iteration 6Q (14335.802324 sec): 3 clusters Score: Raw -329433.356424 + Penalty 1564.869576 = -327868.486848 nChanged 117 SP:Iteration 7Q (14335.815688 sec): 3 clusters Score: Raw -329498.132399 + Penalty 1564.869576 = -327933.262824 nChanged 99 SP:Iteration 8Q (14335.828958 sec): 3 clusters Score: Raw -329552.893709 + Penalty 1564.869576 = -327988.024133 nChanged 95 SP:Iteration 9Q (14335.842369 sec): 3 clusters Score: Raw -329605.418044 + Penalty 1564.869576 = -328040.548469 nChanged 88 SP:Iteration 10Q (14335.855781 sec): 3 clusters Score: Raw -329659.351320 + Penalty 1564.869576 = -328094.481744 nChanged 77 SP:Iteration 11Q (14335.869045 sec): 3 clusters Score: Raw -329707.455387 + Penalty 1564.869576 = -328142.585811 nChanged 71 SP:Iteration 12Q (14335.882300 sec): 3 clusters Score: Raw -329752.223016 + Penalty 1564.869576 = -328187.353441 nChanged 67 SP:Iteration 13Q (14335.895653 sec): 3 clusters Score: Raw -329794.381936 + Penalty 1564.869576 = -328229.512360 nChanged 59 SP:Iteration 14Q (14335.909040 sec): 3 clusters Score: Raw -329831.550802 + Penalty 1564.869576 = -328266.681226 nChanged 53 SP:Iteration 15Q (14335.922416 sec): 3 clusters Score: Raw -329866.807863 + Penalty 1564.869576 = -328301.938288 nChanged 59 SP:Iteration 16Q (14335.935714 sec): 3 clusters Score: Raw -329909.659990 + Penalty 1564.869576 = -328344.790415 nChanged 39 SP:Iteration 17Q (14335.949014 sec): 3 clusters Score: Raw -329937.571373 + Penalty 1564.869576 = -328372.701797 nChanged 31 SP:Iteration 18Q (14335.962269 sec): 3 clusters Score: Raw -329953.968477 + Penalty 1564.869576 = -328389.098901 nChanged 15 SP:Iteration 19Q (14335.975454 sec): 3 clusters Score: Raw -329962.664135 + Penalty 1564.869576 = -328397.794560 nChanged 11 SP:Iteration 20F (14335.988693 sec): 3 clusters Score: Raw -329971.800032 + Penalty 1564.869576 = -328406.930456 nChanged 8 SP:Iteration 21Q (14336.035607 sec): 3 clusters Score: Raw -329978.499225 + Penalty 1564.869576 = -328413.629650 nChanged 4 SP:Iteration 22Q (14336.086491 sec): 3 clusters Score: Raw -329983.075188 + Penalty 1564.869576 = -328418.205612 nChanged 5 SP:Iteration 23Q (14336.130390 sec): 3 clusters Score: Raw -329987.193522 + Penalty 1564.869576 = -328422.323946 nChanged 3 SP:Iteration 24Q (14336.182389 sec): 3 clusters Score: Raw -329988.335761 + Penalty 1564.869576 = -328423.466185 nChanged 1 SP:Iteration 25Q (14336.233873 sec): 3 clusters Score: Raw -329989.514082 + Penalty 1564.869576 = -328424.644506 nChanged 3 SP:Iteration 26Q (14336.269998 sec): 3 clusters Score: Raw -329993.810884 + Penalty 1564.869576 = -328428.941308 nChanged 5 SP:Iteration 27Q (14336.282992 sec): 3 clusters Score: Raw -329999.750246 + Penalty 1564.869576 = -328434.880670 nChanged 6 SP:Iteration 28Q (14336.295889 sec): 3 clusters Score: Raw -330006.248409 + Penalty 1564.869576 = -328441.378834 nChanged 7 SP:Iteration 29Q (14336.308792 sec): 3 clusters Score: Raw -330009.379773 + Penalty 1564.869576 = -328444.510197 nChanged 3 SP:Iteration 30Q (14336.321671 sec): 3 clusters Score: Raw -330010.005332 + Penalty 1564.869576 = -328445.135756 nChanged 2 SP:Iteration 31Q (14336.334568 sec): 3 clusters Score: Raw -330010.769230 + Penalty 1564.869576 = -328445.899654 nChanged 0 SP:Iteration 32F (14336.347893 sec): 3 clusters Score: Raw -330010.769230 + Penalty 1564.869576 = -328445.899654 nChanged 0 Trying to split cluster 28 (17249 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14336.376160 sec): 2 clusters Score: Raw -1655073.153637 + Penalty 926.773398 = -1654146.380239 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14336.409210 sec): 3 clusters Score: Raw -1644437.351621 + Penalty 1853.546795 = -1642583.804825 nChanged 7946 SP:Iteration 1F (14336.440444 sec): 3 clusters Score: Raw -1648858.245721 + Penalty 1853.546795 = -1647004.698925 nChanged 881 SP:Iteration 2F (14336.471791 sec): 3 clusters Score: Raw -1649197.027546 + Penalty 1853.546795 = -1647343.480750 nChanged 835 SP:Iteration 3Q (14336.503482 sec): 3 clusters Score: Raw -1649544.051978 + Penalty 1853.546795 = -1647690.505183 nChanged 851 SP:Iteration 4Q (14336.535094 sec): 3 clusters Score: Raw -1649959.602385 + Penalty 1853.546795 = -1648106.055589 nChanged 897 SP:Iteration 5F (14336.566377 sec): 3 clusters Score: Raw -1650426.853405 + Penalty 1853.546795 = -1648573.306610 nChanged 892 SP:Iteration 6F (14336.597652 sec): 3 clusters Score: Raw -1650926.003401 + Penalty 1853.546795 = -1649072.456605 nChanged 884 SP:Iteration 7F (14336.628857 sec): 3 clusters Score: Raw -1651479.356662 + Penalty 1853.546795 = -1649625.809866 nChanged 891 SP:Iteration 8F (14336.660011 sec): 3 clusters Score: Raw -1652001.131258 + Penalty 1853.546795 = -1650147.584463 nChanged 821 SP:Iteration 9Q (14336.690934 sec): 3 clusters Score: Raw -1652454.280546 + Penalty 1853.546795 = -1650600.733750 nChanged 694 SP:Iteration 10Q (14336.721450 sec): 3 clusters Score: Raw -1652812.513409 + Penalty 1853.546795 = -1650958.966613 nChanged 531 SP:Iteration 11Q (14336.751795 sec): 3 clusters Score: Raw -1653040.920455 + Penalty 1853.546795 = -1651187.373660 nChanged 427 SP:Iteration 12Q (14336.781902 sec): 3 clusters Score: Raw -1653216.298360 + Penalty 1853.546795 = -1651362.751564 nChanged 373 SP:Iteration 13Q (14336.811816 sec): 3 clusters Score: Raw -1653377.494441 + Penalty 1853.546795 = -1651523.947645 nChanged 372 SP:Iteration 14Q (14336.841556 sec): 3 clusters Score: Raw -1653543.328066 + Penalty 1853.546795 = -1651689.781271 nChanged 377 SP:Iteration 15Q (14336.871347 sec): 3 clusters Score: Raw -1653726.080639 + Penalty 1853.546795 = -1651872.533844 nChanged 379 SP:Iteration 16Q (14336.900553 sec): 3 clusters Score: Raw -1653912.680984 + Penalty 1853.546795 = -1652059.134189 nChanged 332 SP:Iteration 17Q (14336.929578 sec): 3 clusters Score: Raw -1654070.015033 + Penalty 1853.546795 = -1652216.468238 nChanged 326 SP:Iteration 18Q (14336.958334 sec): 3 clusters Score: Raw -1654223.550136 + Penalty 1853.546795 = -1652370.003341 nChanged 305 SP:Iteration 19Q (14336.986993 sec): 3 clusters Score: Raw -1654372.267770 + Penalty 1853.546795 = -1652518.720975 nChanged 260 SP:Iteration 20F (14337.018111 sec): 3 clusters Score: Raw -1654512.304594 + Penalty 1853.546795 = -1652658.757798 nChanged 237 SP:Iteration 21Q (14337.046411 sec): 3 clusters Score: Raw -1654650.907892 + Penalty 1853.546795 = -1652797.361097 nChanged 186 SP:Iteration 22Q (14337.074384 sec): 3 clusters Score: Raw -1654764.515249 + Penalty 1853.546795 = -1652910.968454 nChanged 167 SP:Iteration 23Q (14337.102141 sec): 3 clusters Score: Raw -1654876.882828 + Penalty 1853.546795 = -1653023.336032 nChanged 151 SP:Iteration 24Q (14337.129758 sec): 3 clusters Score: Raw -1654975.426590 + Penalty 1853.546795 = -1653121.879794 nChanged 128 SP:Iteration 25Q (14337.157117 sec): 3 clusters Score: Raw -1655057.088049 + Penalty 1853.546795 = -1653203.541254 nChanged 99 SP:Iteration 26Q (14337.184395 sec): 3 clusters Score: Raw -1655119.011432 + Penalty 1853.546795 = -1653265.464636 nChanged 81 SP:Iteration 27Q (14337.211529 sec): 3 clusters Score: Raw -1655168.820471 + Penalty 1853.546795 = -1653315.273675 nChanged 59 SP:Iteration 28Q (14337.238692 sec): 3 clusters Score: Raw -1655199.318869 + Penalty 1853.546795 = -1653345.772074 nChanged 45 SP:Iteration 29Q (14337.265857 sec): 3 clusters Score: Raw -1655226.071453 + Penalty 1853.546795 = -1653372.524657 nChanged 35 SP:Iteration 30Q (14337.292982 sec): 3 clusters Score: Raw -1655243.560019 + Penalty 1853.546795 = -1653390.013223 nChanged 24 SP:Iteration 31Q (14337.320100 sec): 3 clusters Score: Raw -1655254.498672 + Penalty 1853.546795 = -1653400.951877 nChanged 21 SP:Iteration 32Q (14337.347050 sec): 3 clusters Score: Raw -1655261.318816 + Penalty 1853.546795 = -1653407.772021 nChanged 15 SP:Iteration 33Q (14337.373939 sec): 3 clusters Score: Raw -1655267.983932 + Penalty 1853.546795 = -1653414.437137 nChanged 16 SP:Iteration 34Q (14337.400946 sec): 3 clusters Score: Raw -1655273.675020 + Penalty 1853.546795 = -1653420.128224 nChanged 7 SP:Iteration 35Q (14337.427737 sec): 3 clusters Score: Raw -1655276.834119 + Penalty 1853.546795 = -1653423.287323 nChanged 9 SP:Iteration 36Q (14337.454558 sec): 3 clusters Score: Raw -1655280.530263 + Penalty 1853.546795 = -1653426.983467 nChanged 11 SP:Iteration 37Q (14337.481426 sec): 3 clusters Score: Raw -1655283.990769 + Penalty 1853.546795 = -1653430.443973 nChanged 6 SP:Iteration 38Q (14337.508452 sec): 3 clusters Score: Raw -1655286.982504 + Penalty 1853.546795 = -1653433.435708 nChanged 7 SP:Iteration 39Q (14337.535467 sec): 3 clusters Score: Raw -1655289.905401 + Penalty 1853.546795 = -1653436.358605 nChanged 6 SP:Iteration 40F (14337.566387 sec): 3 clusters Score: Raw -1655293.204401 + Penalty 1853.546795 = -1653439.657606 nChanged 3 SP:Iteration 41Q (14337.593562 sec): 3 clusters Score: Raw -1655294.263873 + Penalty 1853.546795 = -1653440.717077 nChanged 3 SP:Iteration 42Q (14337.620507 sec): 3 clusters Score: Raw -1655296.675248 + Penalty 1853.546795 = -1653443.128452 nChanged 6 SP:Iteration 43Q (14337.647375 sec): 3 clusters Score: Raw -1655298.190009 + Penalty 1853.546795 = -1653444.643213 nChanged 2 SP:Iteration 44Q (14337.674259 sec): 3 clusters Score: Raw -1655298.635686 + Penalty 1853.546795 = -1653445.088890 nChanged 1 SP:Iteration 45Q (14337.701248 sec): 3 clusters Score: Raw -1655298.874192 + Penalty 1853.546795 = -1653445.327397 nChanged 1 SP:Iteration 46Q (14337.728112 sec): 3 clusters Score: Raw -1655299.343044 + Penalty 1853.546795 = -1653445.796248 nChanged 1 SP:Iteration 47Q (14337.755158 sec): 3 clusters Score: Raw -1655299.541892 + Penalty 1853.546795 = -1653445.995097 nChanged 3 SP:Iteration 48Q (14337.782001 sec): 3 clusters Score: Raw -1655300.486220 + Penalty 1853.546795 = -1653446.939425 nChanged 0 SP:Iteration 49F (14337.812762 sec): 3 clusters Score: Raw -1655300.486220 + Penalty 1853.546795 = -1653446.939425 nChanged 0 Trying to split cluster 29 (4811 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14337.830087 sec): 2 clusters Score: Raw -450255.970235 + Penalty 805.472723 = -449450.497512 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14337.848616 sec): 3 clusters Score: Raw -447554.703052 + Penalty 1610.945446 = -445943.757606 nChanged 2019 SP:Iteration 1F (14337.865687 sec): 3 clusters Score: Raw -448693.974472 + Penalty 1610.945446 = -447083.029026 nChanged 346 SP:Iteration 2F (14337.882855 sec): 3 clusters Score: Raw -448857.846202 + Penalty 1610.945446 = -447246.900756 nChanged 251 SP:Iteration 3F (14337.899719 sec): 3 clusters Score: Raw -448984.733572 + Penalty 1610.945446 = -447373.788126 nChanged 238 SP:Iteration 4Q (14337.916740 sec): 3 clusters Score: Raw -449123.372759 + Penalty 1610.945446 = -447512.427313 nChanged 210 SP:Iteration 5Q (14337.933754 sec): 3 clusters Score: Raw -449236.697147 + Penalty 1610.945446 = -447625.751701 nChanged 214 SP:Iteration 6Q (14337.950678 sec): 3 clusters Score: Raw -449364.321471 + Penalty 1610.945446 = -447753.376025 nChanged 191 SP:Iteration 7Q (14337.967609 sec): 3 clusters Score: Raw -449501.160654 + Penalty 1610.945446 = -447890.215208 nChanged 194 SP:Iteration 8Q (14337.984446 sec): 3 clusters Score: Raw -449632.916102 + Penalty 1610.945446 = -448021.970656 nChanged 182 SP:Iteration 9Q (14338.001245 sec): 3 clusters Score: Raw -449767.317636 + Penalty 1610.945446 = -448156.372190 nChanged 165 SP:Iteration 10Q (14338.018009 sec): 3 clusters Score: Raw -449891.601718 + Penalty 1610.945446 = -448280.656272 nChanged 154 SP:Iteration 11Q (14338.034615 sec): 3 clusters Score: Raw -450001.299534 + Penalty 1610.945446 = -448390.354088 nChanged 122 SP:Iteration 12Q (14338.050912 sec): 3 clusters Score: Raw -450087.582968 + Penalty 1610.945446 = -448476.637522 nChanged 99 SP:Iteration 13Q (14338.067296 sec): 3 clusters Score: Raw -450164.107217 + Penalty 1610.945446 = -448553.161771 nChanged 74 SP:Iteration 14Q (14338.083561 sec): 3 clusters Score: Raw -450215.792191 + Penalty 1610.945446 = -448604.846745 nChanged 57 SP:Iteration 15Q (14338.099763 sec): 3 clusters Score: Raw -450257.370298 + Penalty 1610.945446 = -448646.424852 nChanged 50 SP:Iteration 16Q (14338.115695 sec): 3 clusters Score: Raw -450292.393277 + Penalty 1610.945446 = -448681.447831 nChanged 37 SP:Iteration 17Q (14338.131585 sec): 3 clusters Score: Raw -450319.085773 + Penalty 1610.945446 = -448708.140327 nChanged 30 SP:Iteration 18Q (14338.147634 sec): 3 clusters Score: Raw -450339.389705 + Penalty 1610.945446 = -448728.444259 nChanged 22 SP:Iteration 19Q (14338.163640 sec): 3 clusters Score: Raw -450357.573442 + Penalty 1610.945446 = -448746.627996 nChanged 23 SP:Iteration 20F (14338.180555 sec): 3 clusters Score: Raw -450368.069853 + Penalty 1610.945446 = -448757.124407 nChanged 12 SP:Iteration 21Q (14338.196488 sec): 3 clusters Score: Raw -450377.209787 + Penalty 1610.945446 = -448766.264341 nChanged 14 SP:Iteration 22Q (14338.212187 sec): 3 clusters Score: Raw -450387.375571 + Penalty 1610.945446 = -448776.430125 nChanged 12 SP:Iteration 23Q (14338.228061 sec): 3 clusters Score: Raw -450396.674775 + Penalty 1610.945446 = -448785.729329 nChanged 11 SP:Iteration 24Q (14338.243868 sec): 3 clusters Score: Raw -450405.854488 + Penalty 1610.945446 = -448794.909042 nChanged 8 SP:Iteration 25Q (14338.259539 sec): 3 clusters Score: Raw -450409.262183 + Penalty 1610.945446 = -448798.316737 nChanged 5 SP:Iteration 26Q (14338.275385 sec): 3 clusters Score: Raw -450413.889785 + Penalty 1610.945446 = -448802.944339 nChanged 4 SP:Iteration 27Q (14338.291458 sec): 3 clusters Score: Raw -450418.254283 + Penalty 1610.945446 = -448807.308838 nChanged 5 SP:Iteration 28Q (14338.307245 sec): 3 clusters Score: Raw -450421.223650 + Penalty 1610.945446 = -448810.278204 nChanged 1 SP:Iteration 29Q (14338.323131 sec): 3 clusters Score: Raw -450422.958608 + Penalty 1610.945446 = -448812.013162 nChanged 4 SP:Iteration 30Q (14338.338877 sec): 3 clusters Score: Raw -450426.890859 + Penalty 1610.945446 = -448815.945413 nChanged 4 SP:Iteration 31Q (14338.354675 sec): 3 clusters Score: Raw -450429.499780 + Penalty 1610.945446 = -448818.554335 nChanged 5 SP:Iteration 32Q (14338.370261 sec): 3 clusters Score: Raw -450431.809564 + Penalty 1610.945446 = -448820.864118 nChanged 4 SP:Iteration 33Q (14338.386036 sec): 3 clusters Score: Raw -450435.114002 + Penalty 1610.945446 = -448824.168556 nChanged 6 SP:Iteration 34Q (14338.401775 sec): 3 clusters Score: Raw -450438.324298 + Penalty 1610.945446 = -448827.378852 nChanged 2 SP:Iteration 35Q (14338.417594 sec): 3 clusters Score: Raw -450439.391443 + Penalty 1610.945446 = -448828.445997 nChanged 2 SP:Iteration 36Q (14338.433323 sec): 3 clusters Score: Raw -450441.928803 + Penalty 1610.945446 = -448830.983357 nChanged 3 SP:Iteration 37Q (14338.449063 sec): 3 clusters Score: Raw -450444.534234 + Penalty 1610.945446 = -448833.588788 nChanged 3 SP:Iteration 38Q (14338.464611 sec): 3 clusters Score: Raw -450445.397414 + Penalty 1610.945446 = -448834.451968 nChanged 1 SP:Iteration 39Q (14338.480360 sec): 3 clusters Score: Raw -450445.819054 + Penalty 1610.945446 = -448834.873608 nChanged 0 SP:Iteration 40F (14338.497058 sec): 3 clusters Score: Raw -450445.819054 + Penalty 1610.945446 = -448834.873608 nChanged 0 Trying to split cluster 30 (3264 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14338.513516 sec): 2 clusters Score: Raw -295469.820232 + Penalty 768.617328 = -294701.202904 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14338.526522 sec): 3 clusters Score: Raw -293741.258685 + Penalty 1537.234656 = -292204.024029 nChanged 1357 SP:Iteration 1F (14338.538649 sec): 3 clusters Score: Raw -294511.832500 + Penalty 1537.234656 = -292974.597844 nChanged 264 SP:Iteration 2F (14338.550696 sec): 3 clusters Score: Raw -294687.756657 + Penalty 1537.234656 = -293150.522001 nChanged 184 SP:Iteration 3F (14338.562642 sec): 3 clusters Score: Raw -294788.299788 + Penalty 1537.234656 = -293251.065132 nChanged 167 SP:Iteration 4F (14338.574666 sec): 3 clusters Score: Raw -294875.456172 + Penalty 1537.234656 = -293338.221516 nChanged 124 SP:Iteration 5Q (14338.586924 sec): 3 clusters Score: Raw -294940.222553 + Penalty 1537.234656 = -293402.987897 nChanged 120 SP:Iteration 6Q (14338.598899 sec): 3 clusters Score: Raw -295019.212167 + Penalty 1537.234656 = -293481.977511 nChanged 116 SP:Iteration 7Q (14338.610919 sec): 3 clusters Score: Raw -295088.503127 + Penalty 1537.234656 = -293551.268471 nChanged 112 SP:Iteration 8Q (14338.622884 sec): 3 clusters Score: Raw -295161.040491 + Penalty 1537.234656 = -293623.805835 nChanged 122 SP:Iteration 9Q (14338.634760 sec): 3 clusters Score: Raw -295257.154441 + Penalty 1537.234656 = -293719.919784 nChanged 110 SP:Iteration 10Q (14338.646751 sec): 3 clusters Score: Raw -295340.028267 + Penalty 1537.234656 = -293802.793611 nChanged 105 SP:Iteration 11Q (14338.658711 sec): 3 clusters Score: Raw -295414.089872 + Penalty 1537.234656 = -293876.855216 nChanged 101 SP:Iteration 12Q (14338.670602 sec): 3 clusters Score: Raw -295493.880765 + Penalty 1537.234656 = -293956.646109 nChanged 100 SP:Iteration 13Q (14338.682335 sec): 3 clusters Score: Raw -295556.809948 + Penalty 1537.234656 = -294019.575292 nChanged 88 SP:Iteration 14Q (14338.694067 sec): 3 clusters Score: Raw -295620.533838 + Penalty 1537.234656 = -294083.299182 nChanged 95 SP:Iteration 15Q (14338.705872 sec): 3 clusters Score: Raw -295689.697901 + Penalty 1537.234656 = -294152.463245 nChanged 75 SP:Iteration 16Q (14338.717581 sec): 3 clusters Score: Raw -295747.526904 + Penalty 1537.234656 = -294210.292248 nChanged 64 SP:Iteration 17Q (14338.729357 sec): 3 clusters Score: Raw -295802.037953 + Penalty 1537.234656 = -294264.803297 nChanged 56 SP:Iteration 18Q (14338.741097 sec): 3 clusters Score: Raw -295851.008597 + Penalty 1537.234656 = -294313.773941 nChanged 62 SP:Iteration 19Q (14338.752697 sec): 3 clusters Score: Raw -295900.631318 + Penalty 1537.234656 = -294363.396662 nChanged 57 SP:Iteration 20F (14338.764696 sec): 3 clusters Score: Raw -295945.677753 + Penalty 1537.234656 = -294408.443097 nChanged 59 SP:Iteration 21Q (14338.776225 sec): 3 clusters Score: Raw -295983.250835 + Penalty 1537.234656 = -294446.016179 nChanged 40 SP:Iteration 22Q (14338.787667 sec): 3 clusters Score: Raw -296006.635175 + Penalty 1537.234656 = -294469.400519 nChanged 33 SP:Iteration 23Q (14338.799188 sec): 3 clusters Score: Raw -296025.618025 + Penalty 1537.234656 = -294488.383369 nChanged 28 SP:Iteration 24Q (14338.810753 sec): 3 clusters Score: Raw -296040.383618 + Penalty 1537.234656 = -294503.148962 nChanged 29 SP:Iteration 25Q (14338.822282 sec): 3 clusters Score: Raw -296053.680447 + Penalty 1537.234656 = -294516.445791 nChanged 25 SP:Iteration 26Q (14338.833766 sec): 3 clusters Score: Raw -296066.415794 + Penalty 1537.234656 = -294529.181138 nChanged 20 SP:Iteration 27Q (14338.845183 sec): 3 clusters Score: Raw -296073.697050 + Penalty 1537.234656 = -294536.462394 nChanged 15 SP:Iteration 28Q (14338.856648 sec): 3 clusters Score: Raw -296080.848344 + Penalty 1537.234656 = -294543.613688 nChanged 19 SP:Iteration 29Q (14338.868059 sec): 3 clusters Score: Raw -296089.104972 + Penalty 1537.234656 = -294551.870316 nChanged 15 SP:Iteration 30Q (14338.879280 sec): 3 clusters Score: Raw -296093.456969 + Penalty 1537.234656 = -294556.222313 nChanged 6 SP:Iteration 31Q (14338.890690 sec): 3 clusters Score: Raw -296095.019638 + Penalty 1537.234656 = -294557.784982 nChanged 3 SP:Iteration 32Q (14338.902099 sec): 3 clusters Score: Raw -296095.617784 + Penalty 1537.234656 = -294558.383128 nChanged 5 SP:Iteration 33Q (14338.913328 sec): 3 clusters Score: Raw -296096.617937 + Penalty 1537.234656 = -294559.383281 nChanged 3 SP:Iteration 34Q (14338.924700 sec): 3 clusters Score: Raw -296097.132838 + Penalty 1537.234656 = -294559.898182 nChanged 3 SP:Iteration 35Q (14338.936034 sec): 3 clusters Score: Raw -296097.844219 + Penalty 1537.234656 = -294560.609563 nChanged 5 SP:Iteration 36Q (14338.947402 sec): 3 clusters Score: Raw -296099.352894 + Penalty 1537.234656 = -294562.118238 nChanged 1 SP:Iteration 37Q (14338.958728 sec): 3 clusters Score: Raw -296099.512520 + Penalty 1537.234656 = -294562.277864 nChanged 0 SP:Iteration 38F (14339.006671 sec): 3 clusters Score: Raw -296099.512520 + Penalty 1537.234656 = -294562.277864 nChanged 0 Trying to split cluster 31 (10307 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14339.029099 sec): 2 clusters Score: Raw -993980.961157 + Penalty 877.854963 = -993103.106194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14339.054423 sec): 3 clusters Score: Raw -987847.423080 + Penalty 1755.709925 = -986091.713154 nChanged 4653 SP:Iteration 1F (14339.078902 sec): 3 clusters Score: Raw -990541.487936 + Penalty 1755.709925 = -988785.778011 nChanged 649 SP:Iteration 2F (14339.103396 sec): 3 clusters Score: Raw -990893.024340 + Penalty 1755.709925 = -989137.314414 nChanged 652 SP:Iteration 3F (14339.127680 sec): 3 clusters Score: Raw -991283.411348 + Penalty 1755.709925 = -989527.701423 nChanged 653 SP:Iteration 4F (14339.152236 sec): 3 clusters Score: Raw -991704.714219 + Penalty 1755.709925 = -989949.004294 nChanged 620 SP:Iteration 5F (14339.176755 sec): 3 clusters Score: Raw -992133.404109 + Penalty 1755.709925 = -990377.694184 nChanged 594 SP:Iteration 6F (14339.201154 sec): 3 clusters Score: Raw -992530.030661 + Penalty 1755.709925 = -990774.320736 nChanged 503 SP:Iteration 7Q (14339.225318 sec): 3 clusters Score: Raw -992843.948265 + Penalty 1755.709925 = -991088.238340 nChanged 407 SP:Iteration 8Q (14339.249440 sec): 3 clusters Score: Raw -993065.312892 + Penalty 1755.709925 = -991309.602967 nChanged 291 SP:Iteration 9Q (14339.273388 sec): 3 clusters Score: Raw -993194.542907 + Penalty 1755.709925 = -991438.832981 nChanged 204 SP:Iteration 10Q (14339.297260 sec): 3 clusters Score: Raw -993263.898373 + Penalty 1755.709925 = -991508.188448 nChanged 163 SP:Iteration 11Q (14339.321149 sec): 3 clusters Score: Raw -993306.555578 + Penalty 1755.709925 = -991550.845653 nChanged 126 SP:Iteration 12Q (14339.345133 sec): 3 clusters Score: Raw -993341.806156 + Penalty 1755.709925 = -991586.096231 nChanged 121 SP:Iteration 13Q (14339.368763 sec): 3 clusters Score: Raw -993380.360218 + Penalty 1755.709925 = -991624.650293 nChanged 107 SP:Iteration 14Q (14339.392408 sec): 3 clusters Score: Raw -993416.661786 + Penalty 1755.709925 = -991660.951860 nChanged 105 SP:Iteration 15Q (14339.415979 sec): 3 clusters Score: Raw -993443.887026 + Penalty 1755.709925 = -991688.177100 nChanged 101 SP:Iteration 16Q (14339.439557 sec): 3 clusters Score: Raw -993471.022941 + Penalty 1755.709925 = -991715.313015 nChanged 108 SP:Iteration 17Q (14339.463207 sec): 3 clusters Score: Raw -993497.217111 + Penalty 1755.709925 = -991741.507186 nChanged 98 SP:Iteration 18Q (14339.487050 sec): 3 clusters Score: Raw -993518.098468 + Penalty 1755.709925 = -991762.388542 nChanged 78 SP:Iteration 19Q (14339.510556 sec): 3 clusters Score: Raw -993533.318623 + Penalty 1755.709925 = -991777.608697 nChanged 61 SP:Iteration 20F (14339.534998 sec): 3 clusters Score: Raw -993545.776727 + Penalty 1755.709925 = -991790.066801 nChanged 78 SP:Iteration 21Q (14339.558471 sec): 3 clusters Score: Raw -993563.556186 + Penalty 1755.709925 = -991807.846261 nChanged 81 SP:Iteration 22Q (14339.581855 sec): 3 clusters Score: Raw -993578.310534 + Penalty 1755.709925 = -991822.600608 nChanged 69 SP:Iteration 23Q (14339.605224 sec): 3 clusters Score: Raw -993590.673355 + Penalty 1755.709925 = -991834.963430 nChanged 59 SP:Iteration 24Q (14339.628615 sec): 3 clusters Score: Raw -993602.668328 + Penalty 1755.709925 = -991846.958403 nChanged 47 SP:Iteration 25Q (14339.652053 sec): 3 clusters Score: Raw -993611.976268 + Penalty 1755.709925 = -991856.266343 nChanged 43 SP:Iteration 26Q (14339.675436 sec): 3 clusters Score: Raw -993619.304985 + Penalty 1755.709925 = -991863.595059 nChanged 39 SP:Iteration 27Q (14339.698746 sec): 3 clusters Score: Raw -993624.844095 + Penalty 1755.709925 = -991869.134170 nChanged 37 SP:Iteration 28Q (14339.722161 sec): 3 clusters Score: Raw -993628.983484 + Penalty 1755.709925 = -991873.273559 nChanged 27 SP:Iteration 29Q (14339.745512 sec): 3 clusters Score: Raw -993632.320924 + Penalty 1755.709925 = -991876.610999 nChanged 17 SP:Iteration 30Q (14339.769130 sec): 3 clusters Score: Raw -993633.945952 + Penalty 1755.709925 = -991878.236027 nChanged 14 SP:Iteration 31Q (14339.792474 sec): 3 clusters Score: Raw -993635.488241 + Penalty 1755.709925 = -991879.778316 nChanged 21 SP:Iteration 32Q (14339.816017 sec): 3 clusters Score: Raw -993638.836584 + Penalty 1755.709925 = -991883.126658 nChanged 25 SP:Iteration 33Q (14339.839416 sec): 3 clusters Score: Raw -993642.684158 + Penalty 1755.709925 = -991886.974232 nChanged 19 SP:Iteration 34Q (14339.862737 sec): 3 clusters Score: Raw -993644.842090 + Penalty 1755.709925 = -991889.132165 nChanged 16 SP:Iteration 35Q (14339.886046 sec): 3 clusters Score: Raw -993646.723756 + Penalty 1755.709925 = -991891.013831 nChanged 14 SP:Iteration 36Q (14339.909403 sec): 3 clusters Score: Raw -993647.834723 + Penalty 1755.709925 = -991892.124797 nChanged 12 SP:Iteration 37Q (14339.932783 sec): 3 clusters Score: Raw -993648.912937 + Penalty 1755.709925 = -991893.203012 nChanged 13 SP:Iteration 38Q (14339.956023 sec): 3 clusters Score: Raw -993650.163077 + Penalty 1755.709925 = -991894.453152 nChanged 11 SP:Iteration 39Q (14339.979244 sec): 3 clusters Score: Raw -993651.633544 + Penalty 1755.709925 = -991895.923618 nChanged 15 SP:Iteration 40F (14340.003591 sec): 3 clusters Score: Raw -993653.264866 + Penalty 1755.709925 = -991897.554941 nChanged 15 SP:Iteration 41Q (14340.026783 sec): 3 clusters Score: Raw -993654.526828 + Penalty 1755.709925 = -991898.816902 nChanged 10 SP:Iteration 42Q (14340.049915 sec): 3 clusters Score: Raw -993655.711226 + Penalty 1755.709925 = -991900.001301 nChanged 16 SP:Iteration 43Q (14340.073103 sec): 3 clusters Score: Raw -993657.571617 + Penalty 1755.709925 = -991901.861692 nChanged 13 SP:Iteration 44Q (14340.096395 sec): 3 clusters Score: Raw -993658.943076 + Penalty 1755.709925 = -991903.233151 nChanged 16 SP:Iteration 45Q (14340.119794 sec): 3 clusters Score: Raw -993661.096747 + Penalty 1755.709925 = -991905.386822 nChanged 21 SP:Iteration 46Q (14340.143188 sec): 3 clusters Score: Raw -993663.862963 + Penalty 1755.709925 = -991908.153038 nChanged 22 SP:Iteration 47Q (14340.166613 sec): 3 clusters Score: Raw -993666.718393 + Penalty 1755.709925 = -991911.008468 nChanged 28 SP:Iteration 48Q (14340.189904 sec): 3 clusters Score: Raw -993670.407071 + Penalty 1755.709925 = -991914.697146 nChanged 32 SP:Iteration 49Q (14340.213219 sec): 3 clusters Score: Raw -993674.427792 + Penalty 1755.709925 = -991918.717867 nChanged 31 SP:Iteration 50Q (14340.236519 sec): 3 clusters Score: Raw -993678.473796 + Penalty 1755.709925 = -991922.763871 nChanged 27 SP:Iteration 51Q (14340.259782 sec): 3 clusters Score: Raw -993682.699003 + Penalty 1755.709925 = -991926.989077 nChanged 24 SP:Iteration 52Q (14340.283187 sec): 3 clusters Score: Raw -993686.587971 + Penalty 1755.709925 = -991930.878046 nChanged 24 SP:Iteration 53Q (14340.306517 sec): 3 clusters Score: Raw -993689.111310 + Penalty 1755.709925 = -991933.401384 nChanged 15 SP:Iteration 54Q (14340.329767 sec): 3 clusters Score: Raw -993691.036863 + Penalty 1755.709925 = -991935.326937 nChanged 18 SP:Iteration 55Q (14340.353271 sec): 3 clusters Score: Raw -993693.496890 + Penalty 1755.709925 = -991937.786964 nChanged 21 SP:Iteration 56Q (14340.376533 sec): 3 clusters Score: Raw -993696.322747 + Penalty 1755.709925 = -991940.612821 nChanged 21 SP:Iteration 57Q (14340.399668 sec): 3 clusters Score: Raw -993699.058114 + Penalty 1755.709925 = -991943.348189 nChanged 20 SP:Iteration 58Q (14340.423128 sec): 3 clusters Score: Raw -993701.505013 + Penalty 1755.709925 = -991945.795087 nChanged 17 SP:Iteration 59Q (14340.446368 sec): 3 clusters Score: Raw -993703.303049 + Penalty 1755.709925 = -991947.593124 nChanged 16 SP:Iteration 60F (14340.471012 sec): 3 clusters Score: Raw -993705.099483 + Penalty 1755.709925 = -991949.389557 nChanged 15 SP:Iteration 61Q (14340.494258 sec): 3 clusters Score: Raw -993707.305850 + Penalty 1755.709925 = -991951.595925 nChanged 19 SP:Iteration 62Q (14340.517710 sec): 3 clusters Score: Raw -993710.018686 + Penalty 1755.709925 = -991954.308761 nChanged 20 SP:Iteration 63Q (14340.541045 sec): 3 clusters Score: Raw -993714.151512 + Penalty 1755.709925 = -991958.441587 nChanged 25 SP:Iteration 64Q (14340.564195 sec): 3 clusters Score: Raw -993718.584406 + Penalty 1755.709925 = -991962.874480 nChanged 26 SP:Iteration 65Q (14340.587439 sec): 3 clusters Score: Raw -993722.571591 + Penalty 1755.709925 = -991966.861666 nChanged 31 SP:Iteration 66Q (14340.610572 sec): 3 clusters Score: Raw -993728.042492 + Penalty 1755.709925 = -991972.332566 nChanged 30 SP:Iteration 67Q (14340.633712 sec): 3 clusters Score: Raw -993732.101541 + Penalty 1755.709925 = -991976.391615 nChanged 20 SP:Iteration 68Q (14340.656864 sec): 3 clusters Score: Raw -993735.001953 + Penalty 1755.709925 = -991979.292027 nChanged 35 SP:Iteration 69Q (14340.680140 sec): 3 clusters Score: Raw -993739.938338 + Penalty 1755.709925 = -991984.228413 nChanged 22 SP:Iteration 70Q (14340.703243 sec): 3 clusters Score: Raw -993743.346057 + Penalty 1755.709925 = -991987.636131 nChanged 25 SP:Iteration 71Q (14340.726330 sec): 3 clusters Score: Raw -993747.142785 + Penalty 1755.709925 = -991991.432859 nChanged 31 SP:Iteration 72Q (14340.749438 sec): 3 clusters Score: Raw -993752.105199 + Penalty 1755.709925 = -991996.395273 nChanged 33 SP:Iteration 73Q (14340.772538 sec): 3 clusters Score: Raw -993757.659215 + Penalty 1755.709925 = -992001.949289 nChanged 30 SP:Iteration 74Q (14340.795619 sec): 3 clusters Score: Raw -993764.024843 + Penalty 1755.709925 = -992008.314918 nChanged 41 SP:Iteration 75Q (14340.818759 sec): 3 clusters Score: Raw -993772.349392 + Penalty 1755.709925 = -992016.639466 nChanged 40 SP:Iteration 76Q (14340.842024 sec): 3 clusters Score: Raw -993779.262164 + Penalty 1755.709925 = -992023.552238 nChanged 35 SP:Iteration 77Q (14340.865143 sec): 3 clusters Score: Raw -993784.891760 + Penalty 1755.709925 = -992029.181835 nChanged 32 SP:Iteration 78Q (14340.888325 sec): 3 clusters Score: Raw -993790.717527 + Penalty 1755.709925 = -992035.007601 nChanged 30 SP:Iteration 79Q (14340.911504 sec): 3 clusters Score: Raw -993795.783364 + Penalty 1755.709925 = -992040.073438 nChanged 27 SP:Iteration 80F (14340.935794 sec): 3 clusters Score: Raw -993799.410978 + Penalty 1755.709925 = -992043.701052 nChanged 29 SP:Iteration 81Q (14340.958655 sec): 3 clusters Score: Raw -993803.827185 + Penalty 1755.709925 = -992048.117259 nChanged 24 SP:Iteration 82Q (14340.981694 sec): 3 clusters Score: Raw -993807.189188 + Penalty 1755.709925 = -992051.479262 nChanged 28 SP:Iteration 83Q (14341.004833 sec): 3 clusters Score: Raw -993811.865020 + Penalty 1755.709925 = -992056.155095 nChanged 26 SP:Iteration 84Q (14341.027947 sec): 3 clusters Score: Raw -993816.141189 + Penalty 1755.709925 = -992060.431264 nChanged 24 SP:Iteration 85Q (14341.050813 sec): 3 clusters Score: Raw -993820.722359 + Penalty 1755.709925 = -992065.012434 nChanged 39 SP:Iteration 86Q (14341.073685 sec): 3 clusters Score: Raw -993829.332716 + Penalty 1755.709925 = -992073.622791 nChanged 48 SP:Iteration 87Q (14341.096834 sec): 3 clusters Score: Raw -993837.874840 + Penalty 1755.709925 = -992082.164915 nChanged 50 SP:Iteration 88Q (14341.119816 sec): 3 clusters Score: Raw -993847.095028 + Penalty 1755.709925 = -992091.385102 nChanged 36 SP:Iteration 89Q (14341.142939 sec): 3 clusters Score: Raw -993854.505260 + Penalty 1755.709925 = -992098.795335 nChanged 37 SP:Iteration 90Q (14341.165821 sec): 3 clusters Score: Raw -993862.041871 + Penalty 1755.709925 = -992106.331946 nChanged 31 SP:Iteration 91Q (14341.188638 sec): 3 clusters Score: Raw -993868.049539 + Penalty 1755.709925 = -992112.339614 nChanged 32 SP:Iteration 92Q (14341.211472 sec): 3 clusters Score: Raw -993875.325159 + Penalty 1755.709925 = -992119.615234 nChanged 34 SP:Iteration 93Q (14341.234545 sec): 3 clusters Score: Raw -993884.687960 + Penalty 1755.709925 = -992128.978034 nChanged 42 SP:Iteration 94Q (14341.257463 sec): 3 clusters Score: Raw -993894.710677 + Penalty 1755.709925 = -992139.000752 nChanged 34 SP:Iteration 95Q (14341.280360 sec): 3 clusters Score: Raw -993902.676964 + Penalty 1755.709925 = -992146.967039 nChanged 34 SP:Iteration 96Q (14341.303074 sec): 3 clusters Score: Raw -993910.390567 + Penalty 1755.709925 = -992154.680641 nChanged 39 SP:Iteration 97Q (14341.325841 sec): 3 clusters Score: Raw -993919.113825 + Penalty 1755.709925 = -992163.403899 nChanged 43 SP:Iteration 98Q (14341.348613 sec): 3 clusters Score: Raw -993930.540532 + Penalty 1755.709925 = -992174.830607 nChanged 41 SP:Iteration 99Q (14341.371288 sec): 3 clusters Score: Raw -993940.792685 + Penalty 1755.709925 = -992185.082759 nChanged 41 SP:Iteration 100F (14341.395579 sec): 3 clusters Score: Raw -993950.754398 + Penalty 1755.709925 = -992195.044473 nChanged 33 SP:Iteration 101Q (14341.418329 sec): 3 clusters Score: Raw -993957.346817 + Penalty 1755.709925 = -992201.636891 nChanged 25 SP:Iteration 102Q (14341.440916 sec): 3 clusters Score: Raw -993962.337452 + Penalty 1755.709925 = -992206.627527 nChanged 28 SP:Iteration 103Q (14341.463576 sec): 3 clusters Score: Raw -993969.905193 + Penalty 1755.709925 = -992214.195268 nChanged 27 SP:Iteration 104Q (14341.486248 sec): 3 clusters Score: Raw -993975.465996 + Penalty 1755.709925 = -992219.756070 nChanged 22 SP:Iteration 105Q (14341.509012 sec): 3 clusters Score: Raw -993980.569899 + Penalty 1755.709925 = -992224.859973 nChanged 24 SP:Iteration 106Q (14341.531630 sec): 3 clusters Score: Raw -993984.987163 + Penalty 1755.709925 = -992229.277237 nChanged 20 SP:Iteration 107Q (14341.554154 sec): 3 clusters Score: Raw -993990.377647 + Penalty 1755.709925 = -992234.667721 nChanged 26 SP:Iteration 108Q (14341.576637 sec): 3 clusters Score: Raw -993997.211731 + Penalty 1755.709925 = -992241.501805 nChanged 29 SP:Iteration 109Q (14341.599429 sec): 3 clusters Score: Raw -994005.927045 + Penalty 1755.709925 = -992250.217120 nChanged 29 SP:Iteration 110Q (14341.621992 sec): 3 clusters Score: Raw -994016.575986 + Penalty 1755.709925 = -992260.866060 nChanged 38 SP:Iteration 111Q (14341.644553 sec): 3 clusters Score: Raw -994029.494590 + Penalty 1755.709925 = -992273.784665 nChanged 33 SP:Iteration 112Q (14341.667050 sec): 3 clusters Score: Raw -994040.167579 + Penalty 1755.709925 = -992284.457653 nChanged 30 SP:Iteration 113Q (14341.689612 sec): 3 clusters Score: Raw -994048.372668 + Penalty 1755.709925 = -992292.662742 nChanged 27 SP:Iteration 114Q (14341.712208 sec): 3 clusters Score: Raw -994055.892118 + Penalty 1755.709925 = -992300.182193 nChanged 21 SP:Iteration 115Q (14341.735000 sec): 3 clusters Score: Raw -994060.913299 + Penalty 1755.709925 = -992305.203373 nChanged 18 SP:Iteration 116Q (14341.757424 sec): 3 clusters Score: Raw -994065.966523 + Penalty 1755.709925 = -992310.256598 nChanged 22 SP:Iteration 117Q (14341.779963 sec): 3 clusters Score: Raw -994072.347442 + Penalty 1755.709925 = -992316.637516 nChanged 21 SP:Iteration 118Q (14341.802620 sec): 3 clusters Score: Raw -994078.730732 + Penalty 1755.709925 = -992323.020806 nChanged 28 SP:Iteration 119Q (14341.824989 sec): 3 clusters Score: Raw -994089.119833 + Penalty 1755.709925 = -992333.409907 nChanged 30 SP:Iteration 120F (14341.849287 sec): 3 clusters Score: Raw -994099.124022 + Penalty 1755.709925 = -992343.414096 nChanged 31 SP:Iteration 121Q (14341.871582 sec): 3 clusters Score: Raw -994111.646092 + Penalty 1755.709925 = -992355.936166 nChanged 27 SP:Iteration 122Q (14341.894036 sec): 3 clusters Score: Raw -994119.722659 + Penalty 1755.709925 = -992364.012734 nChanged 19 SP:Iteration 123Q (14341.916375 sec): 3 clusters Score: Raw -994125.772614 + Penalty 1755.709925 = -992370.062689 nChanged 16 SP:Iteration 124Q (14341.938647 sec): 3 clusters Score: Raw -994131.658451 + Penalty 1755.709925 = -992375.948525 nChanged 19 SP:Iteration 125Q (14341.961079 sec): 3 clusters Score: Raw -994137.240039 + Penalty 1755.709925 = -992381.530114 nChanged 9 SP:Iteration 126Q (14341.983467 sec): 3 clusters Score: Raw -994140.227259 + Penalty 1755.709925 = -992384.517333 nChanged 8 SP:Iteration 127Q (14342.005971 sec): 3 clusters Score: Raw -994142.138633 + Penalty 1755.709925 = -992386.428707 nChanged 7 SP:Iteration 128Q (14342.028228 sec): 3 clusters Score: Raw -994143.751254 + Penalty 1755.709925 = -992388.041328 nChanged 6 SP:Iteration 129Q (14342.050613 sec): 3 clusters Score: Raw -994145.171257 + Penalty 1755.709925 = -992389.461332 nChanged 7 SP:Iteration 130Q (14342.098741 sec): 3 clusters Score: Raw -994146.927828 + Penalty 1755.709925 = -992391.217902 nChanged 6 SP:Iteration 131Q (14342.148677 sec): 3 clusters Score: Raw -994148.804876 + Penalty 1755.709925 = -992393.094951 nChanged 3 SP:Iteration 132Q (14342.170747 sec): 3 clusters Score: Raw -994149.466712 + Penalty 1755.709925 = -992393.756787 nChanged 5 SP:Iteration 133Q (14342.192967 sec): 3 clusters Score: Raw -994150.515595 + Penalty 1755.709925 = -992394.805670 nChanged 6 SP:Iteration 134Q (14342.215401 sec): 3 clusters Score: Raw -994151.415688 + Penalty 1755.709925 = -992395.705763 nChanged 3 SP:Iteration 135Q (14342.237743 sec): 3 clusters Score: Raw -994151.954266 + Penalty 1755.709925 = -992396.244341 nChanged 4 SP:Iteration 136Q (14342.260114 sec): 3 clusters Score: Raw -994152.781382 + Penalty 1755.709925 = -992397.071456 nChanged 5 SP:Iteration 137Q (14342.282439 sec): 3 clusters Score: Raw -994153.926900 + Penalty 1755.709925 = -992398.216974 nChanged 5 SP:Iteration 138Q (14342.304798 sec): 3 clusters Score: Raw -994155.203311 + Penalty 1755.709925 = -992399.493386 nChanged 3 SP:Iteration 139Q (14342.326869 sec): 3 clusters Score: Raw -994155.926926 + Penalty 1755.709925 = -992400.217000 nChanged 6 SP:Iteration 140F (14342.351241 sec): 3 clusters Score: Raw -994157.788309 + Penalty 1755.709925 = -992402.078384 nChanged 8 SP:Iteration 141Q (14342.373467 sec): 3 clusters Score: Raw -994159.715364 + Penalty 1755.709925 = -992404.005439 nChanged 3 SP:Iteration 142Q (14342.395636 sec): 3 clusters Score: Raw -994160.526842 + Penalty 1755.709925 = -992404.816916 nChanged 3 SP:Iteration 143Q (14342.417857 sec): 3 clusters Score: Raw -994161.142374 + Penalty 1755.709925 = -992405.432448 nChanged 1 SP:Iteration 144Q (14342.440075 sec): 3 clusters Score: Raw -994161.323391 + Penalty 1755.709925 = -992405.613466 nChanged 1 SP:Iteration 145Q (14342.462974 sec): 3 clusters Score: Raw -994161.668195 + Penalty 1755.709925 = -992405.958270 nChanged 2 SP:Iteration 146Q (14342.485288 sec): 3 clusters Score: Raw -994162.124486 + Penalty 1755.709925 = -992406.414561 nChanged 1 SP:Iteration 147Q (14342.507506 sec): 3 clusters Score: Raw -994162.304974 + Penalty 1755.709925 = -992406.595049 nChanged 0 SP:Iteration 148F (14342.531886 sec): 3 clusters Score: Raw -994162.304974 + Penalty 1755.709925 = -992406.595049 nChanged 0 Trying to split cluster 32 (4128 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14342.548786 sec): 2 clusters Score: Raw -397117.189459 + Penalty 790.927089 = -396326.262369 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14342.564892 sec): 3 clusters Score: Raw -394940.032667 + Penalty 1581.854178 = -393358.178489 nChanged 1662 SP:Iteration 1F (14342.579811 sec): 3 clusters Score: Raw -395957.530022 + Penalty 1581.854178 = -394375.675844 nChanged 312 SP:Iteration 2F (14342.594470 sec): 3 clusters Score: Raw -396165.524426 + Penalty 1581.854178 = -394583.670247 nChanged 282 SP:Iteration 3F (14342.609255 sec): 3 clusters Score: Raw -396345.314977 + Penalty 1581.854178 = -394763.460798 nChanged 235 SP:Iteration 4F (14342.623902 sec): 3 clusters Score: Raw -396505.308327 + Penalty 1581.854178 = -394923.454149 nChanged 214 SP:Iteration 5F (14342.638645 sec): 3 clusters Score: Raw -396648.987531 + Penalty 1581.854178 = -395067.133352 nChanged 166 SP:Iteration 6Q (14342.653374 sec): 3 clusters Score: Raw -396759.483796 + Penalty 1581.854178 = -395177.629617 nChanged 120 SP:Iteration 7Q (14342.668075 sec): 3 clusters Score: Raw -396823.108422 + Penalty 1581.854178 = -395241.254244 nChanged 105 SP:Iteration 8Q (14342.682750 sec): 3 clusters Score: Raw -396871.094622 + Penalty 1581.854178 = -395289.240443 nChanged 80 SP:Iteration 9Q (14342.697818 sec): 3 clusters Score: Raw -396905.156902 + Penalty 1581.854178 = -395323.302723 nChanged 73 SP:Iteration 10Q (14342.712468 sec): 3 clusters Score: Raw -396932.455076 + Penalty 1581.854178 = -395350.600898 nChanged 60 SP:Iteration 11Q (14342.727135 sec): 3 clusters Score: Raw -396951.899210 + Penalty 1581.854178 = -395370.045032 nChanged 41 SP:Iteration 12Q (14342.741750 sec): 3 clusters Score: Raw -396967.107997 + Penalty 1581.854178 = -395385.253818 nChanged 36 SP:Iteration 13Q (14342.756384 sec): 3 clusters Score: Raw -396975.372926 + Penalty 1581.854178 = -395393.518747 nChanged 29 SP:Iteration 14Q (14342.770975 sec): 3 clusters Score: Raw -396980.809295 + Penalty 1581.854178 = -395398.955117 nChanged 16 SP:Iteration 15Q (14342.785628 sec): 3 clusters Score: Raw -396983.355784 + Penalty 1581.854178 = -395401.501605 nChanged 18 SP:Iteration 16Q (14342.800205 sec): 3 clusters Score: Raw -396987.443868 + Penalty 1581.854178 = -395405.589690 nChanged 21 SP:Iteration 17Q (14342.814816 sec): 3 clusters Score: Raw -396991.813853 + Penalty 1581.854178 = -395409.959675 nChanged 17 SP:Iteration 18Q (14342.829393 sec): 3 clusters Score: Raw -396994.909030 + Penalty 1581.854178 = -395413.054852 nChanged 8 SP:Iteration 19Q (14342.843958 sec): 3 clusters Score: Raw -396997.837350 + Penalty 1581.854178 = -395415.983172 nChanged 11 SP:Iteration 20F (14342.858772 sec): 3 clusters Score: Raw -396999.823517 + Penalty 1581.854178 = -395417.969338 nChanged 6 SP:Iteration 21Q (14342.873349 sec): 3 clusters Score: Raw -397000.468210 + Penalty 1581.854178 = -395418.614031 nChanged 3 SP:Iteration 22Q (14342.887958 sec): 3 clusters Score: Raw -397001.073183 + Penalty 1581.854178 = -395419.219005 nChanged 4 SP:Iteration 23Q (14342.902373 sec): 3 clusters Score: Raw -397001.927336 + Penalty 1581.854178 = -395420.073157 nChanged 7 SP:Iteration 24Q (14342.916806 sec): 3 clusters Score: Raw -397002.821482 + Penalty 1581.854178 = -395420.967303 nChanged 4 SP:Iteration 25Q (14342.931367 sec): 3 clusters Score: Raw -397003.285853 + Penalty 1581.854178 = -395421.431675 nChanged 2 SP:Iteration 26Q (14342.945816 sec): 3 clusters Score: Raw -397003.357091 + Penalty 1581.854178 = -395421.502913 nChanged 1 SP:Iteration 27Q (14342.960380 sec): 3 clusters Score: Raw -397003.406853 + Penalty 1581.854178 = -395421.552674 nChanged 0 SP:Iteration 28F (14342.975190 sec): 3 clusters Score: Raw -397003.406853 + Penalty 1581.854178 = -395421.552674 nChanged 0 Trying to split cluster 33 (540 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14342.989311 sec): 2 clusters Score: Raw -42291.342138 + Penalty 597.699068 = -41693.643070 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14342.992078 sec): 3 clusters Score: Raw -42178.284411 + Penalty 1195.398137 = -40982.886275 nChanged 175 SP:Iteration 1F (14342.994557 sec): 3 clusters Score: Raw -42419.227004 + Penalty 1195.398137 = -41223.828867 nChanged 50 SP:Iteration 2F (14342.997005 sec): 3 clusters Score: Raw -42560.335925 + Penalty 1195.398137 = -41364.937788 nChanged 30 SP:Iteration 3F (14342.999457 sec): 3 clusters Score: Raw -42660.708889 + Penalty 1195.398137 = -41465.310753 nChanged 23 SP:Iteration 4Q (14343.001837 sec): 3 clusters Score: Raw -42719.204597 + Penalty 1195.398137 = -41523.806460 nChanged 23 SP:Iteration 5Q (14343.004257 sec): 3 clusters Score: Raw -42755.784115 + Penalty 1195.398137 = -41560.385978 nChanged 16 SP:Iteration 6Q (14343.006632 sec): 3 clusters Score: Raw -42789.691561 + Penalty 1195.398137 = -41594.293425 nChanged 16 SP:Iteration 7Q (14343.008991 sec): 3 clusters Score: Raw -42833.495443 + Penalty 1195.398137 = -41638.097306 nChanged 14 SP:Iteration 8Q (14343.011340 sec): 3 clusters Score: Raw -42858.990959 + Penalty 1195.398137 = -41663.592822 nChanged 8 SP:Iteration 9Q (14343.013687 sec): 3 clusters Score: Raw -42873.448412 + Penalty 1195.398137 = -41678.050275 nChanged 5 SP:Iteration 10Q (14343.016039 sec): 3 clusters Score: Raw -42895.612394 + Penalty 1195.398137 = -41700.214257 nChanged 6 SP:Iteration 11Q (14343.018386 sec): 3 clusters Score: Raw -42901.777703 + Penalty 1195.398137 = -41706.379566 nChanged 2 SP:Iteration 12Q (14343.020711 sec): 3 clusters Score: Raw -42903.109034 + Penalty 1195.398137 = -41707.710898 nChanged 1 SP:Iteration 13Q (14343.023044 sec): 3 clusters Score: Raw -42903.446491 + Penalty 1195.398137 = -41708.048355 nChanged 0 SP:Iteration 14F (14343.025450 sec): 3 clusters Score: Raw -42905.153379 + Penalty 1195.398137 = -41709.755243 nChanged 1 SP:Iteration 15Q (14343.027785 sec): 3 clusters Score: Raw -42915.299455 + Penalty 1195.398137 = -41719.901318 nChanged 1 SP:Iteration 16Q (14343.030116 sec): 3 clusters Score: Raw -42915.850989 + Penalty 1195.398137 = -41720.452853 nChanged 1 SP:Iteration 17Q (14343.032455 sec): 3 clusters Score: Raw -42916.552015 + Penalty 1195.398137 = -41721.153878 nChanged 0 SP:Iteration 18F (14343.034888 sec): 3 clusters Score: Raw -42916.552015 + Penalty 1195.398137 = -41721.153878 nChanged 0 Score: Raw -89559043.074283 + Penalty 51115.904099 = -89507927.170184 Splitting cluster 33 changes total score from -89508600.850698 to -89507927.170184 So it's not getting split. Trying to split cluster 34 (12723 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14359.821869 sec): 2 clusters Score: Raw -1196154.123099 + Penalty 897.860833 = -1195256.262266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14359.850561 sec): 3 clusters Score: Raw -1188412.677080 + Penalty 1795.721665 = -1186616.955415 nChanged 5766 SP:Iteration 1F (14359.878274 sec): 3 clusters Score: Raw -1191820.877993 + Penalty 1795.721665 = -1190025.156328 nChanged 744 SP:Iteration 2F (14359.906076 sec): 3 clusters Score: Raw -1192164.943175 + Penalty 1795.721665 = -1190369.221510 nChanged 715 SP:Iteration 3F (14359.933828 sec): 3 clusters Score: Raw -1192502.376209 + Penalty 1795.721665 = -1190706.654544 nChanged 661 SP:Iteration 4F (14359.961359 sec): 3 clusters Score: Raw -1192806.753864 + Penalty 1795.721665 = -1191011.032199 nChanged 602 SP:Iteration 5Q (14359.988794 sec): 3 clusters Score: Raw -1193072.297912 + Penalty 1795.721665 = -1191276.576247 nChanged 536 SP:Iteration 6Q (14360.016080 sec): 3 clusters Score: Raw -1193298.810643 + Penalty 1795.721665 = -1191503.088978 nChanged 505 SP:Iteration 7Q (14360.043545 sec): 3 clusters Score: Raw -1193560.436043 + Penalty 1795.721665 = -1191764.714378 nChanged 472 SP:Iteration 8Q (14360.070971 sec): 3 clusters Score: Raw -1193808.245079 + Penalty 1795.721665 = -1192012.523414 nChanged 457 SP:Iteration 9Q (14360.098409 sec): 3 clusters Score: Raw -1194043.609856 + Penalty 1795.721665 = -1192247.888191 nChanged 394 SP:Iteration 10Q (14360.125710 sec): 3 clusters Score: Raw -1194242.780733 + Penalty 1795.721665 = -1192447.059068 nChanged 359 SP:Iteration 11Q (14360.152961 sec): 3 clusters Score: Raw -1194422.859577 + Penalty 1795.721665 = -1192627.137912 nChanged 285 SP:Iteration 12Q (14360.179924 sec): 3 clusters Score: Raw -1194534.793630 + Penalty 1795.721665 = -1192739.071965 nChanged 244 SP:Iteration 13Q (14360.206891 sec): 3 clusters Score: Raw -1194611.977673 + Penalty 1795.721665 = -1192816.256008 nChanged 178 SP:Iteration 14Q (14360.233812 sec): 3 clusters Score: Raw -1194662.617571 + Penalty 1795.721665 = -1192866.895906 nChanged 147 SP:Iteration 15Q (14360.260592 sec): 3 clusters Score: Raw -1194711.574492 + Penalty 1795.721665 = -1192915.852827 nChanged 153 SP:Iteration 16Q (14360.287229 sec): 3 clusters Score: Raw -1194756.988311 + Penalty 1795.721665 = -1192961.266646 nChanged 161 SP:Iteration 17Q (14360.313678 sec): 3 clusters Score: Raw -1194804.671257 + Penalty 1795.721665 = -1193008.949592 nChanged 152 SP:Iteration 18Q (14360.340354 sec): 3 clusters Score: Raw -1194850.411755 + Penalty 1795.721665 = -1193054.690090 nChanged 142 SP:Iteration 19Q (14360.366929 sec): 3 clusters Score: Raw -1194888.310711 + Penalty 1795.721665 = -1193092.589046 nChanged 150 SP:Iteration 20F (14360.394419 sec): 3 clusters Score: Raw -1194930.277903 + Penalty 1795.721665 = -1193134.556238 nChanged 154 SP:Iteration 21Q (14360.420814 sec): 3 clusters Score: Raw -1194976.723516 + Penalty 1795.721665 = -1193181.001851 nChanged 157 SP:Iteration 22Q (14360.447175 sec): 3 clusters Score: Raw -1195023.460212 + Penalty 1795.721665 = -1193227.738547 nChanged 141 SP:Iteration 23Q (14360.473301 sec): 3 clusters Score: Raw -1195065.066541 + Penalty 1795.721665 = -1193269.344876 nChanged 153 SP:Iteration 24Q (14360.499605 sec): 3 clusters Score: Raw -1195115.875124 + Penalty 1795.721665 = -1193320.153459 nChanged 142 SP:Iteration 25Q (14360.525739 sec): 3 clusters Score: Raw -1195167.409292 + Penalty 1795.721665 = -1193371.687627 nChanged 162 SP:Iteration 26Q (14360.551935 sec): 3 clusters Score: Raw -1195228.706064 + Penalty 1795.721665 = -1193432.984399 nChanged 142 SP:Iteration 27Q (14360.577913 sec): 3 clusters Score: Raw -1195272.983984 + Penalty 1795.721665 = -1193477.262319 nChanged 124 SP:Iteration 28Q (14360.603752 sec): 3 clusters Score: Raw -1195315.750726 + Penalty 1795.721665 = -1193520.029061 nChanged 131 SP:Iteration 29Q (14360.629541 sec): 3 clusters Score: Raw -1195361.880696 + Penalty 1795.721665 = -1193566.159031 nChanged 125 SP:Iteration 30Q (14360.655097 sec): 3 clusters Score: Raw -1195414.819886 + Penalty 1795.721665 = -1193619.098221 nChanged 121 SP:Iteration 31Q (14360.680674 sec): 3 clusters Score: Raw -1195460.701514 + Penalty 1795.721665 = -1193664.979849 nChanged 112 SP:Iteration 32Q (14360.706073 sec): 3 clusters Score: Raw -1195499.498655 + Penalty 1795.721665 = -1193703.776990 nChanged 99 SP:Iteration 33Q (14360.731610 sec): 3 clusters Score: Raw -1195536.241606 + Penalty 1795.721665 = -1193740.519941 nChanged 115 SP:Iteration 34Q (14360.757052 sec): 3 clusters Score: Raw -1195582.803826 + Penalty 1795.721665 = -1193787.082161 nChanged 113 SP:Iteration 35Q (14360.782307 sec): 3 clusters Score: Raw -1195628.367084 + Penalty 1795.721665 = -1193832.645419 nChanged 111 SP:Iteration 36Q (14360.807463 sec): 3 clusters Score: Raw -1195672.141510 + Penalty 1795.721665 = -1193876.419845 nChanged 103 SP:Iteration 37Q (14360.832637 sec): 3 clusters Score: Raw -1195710.400783 + Penalty 1795.721665 = -1193914.679118 nChanged 97 SP:Iteration 38Q (14360.857895 sec): 3 clusters Score: Raw -1195746.141686 + Penalty 1795.721665 = -1193950.420020 nChanged 89 SP:Iteration 39Q (14360.882980 sec): 3 clusters Score: Raw -1195777.335669 + Penalty 1795.721665 = -1193981.614004 nChanged 67 SP:Iteration 40F (14360.910629 sec): 3 clusters Score: Raw -1195800.983269 + Penalty 1795.721665 = -1194005.261604 nChanged 76 SP:Iteration 41Q (14360.935720 sec): 3 clusters Score: Raw -1195832.775625 + Penalty 1795.721665 = -1194037.053960 nChanged 81 SP:Iteration 42Q (14360.960597 sec): 3 clusters Score: Raw -1195865.207245 + Penalty 1795.721665 = -1194069.485579 nChanged 79 SP:Iteration 43Q (14360.985359 sec): 3 clusters Score: Raw -1195899.398411 + Penalty 1795.721665 = -1194103.676746 nChanged 73 SP:Iteration 44Q (14361.010500 sec): 3 clusters Score: Raw -1195933.615733 + Penalty 1795.721665 = -1194137.894068 nChanged 85 SP:Iteration 45Q (14361.035325 sec): 3 clusters Score: Raw -1195978.314141 + Penalty 1795.721665 = -1194182.592476 nChanged 80 SP:Iteration 46Q (14361.060092 sec): 3 clusters Score: Raw -1196014.373815 + Penalty 1795.721665 = -1194218.652150 nChanged 66 SP:Iteration 47Q (14361.084680 sec): 3 clusters Score: Raw -1196045.654593 + Penalty 1795.721665 = -1194249.932928 nChanged 61 SP:Iteration 48Q (14361.109176 sec): 3 clusters Score: Raw -1196075.472716 + Penalty 1795.721665 = -1194279.751051 nChanged 54 SP:Iteration 49Q (14361.133875 sec): 3 clusters Score: Raw -1196104.384729 + Penalty 1795.721665 = -1194308.663064 nChanged 67 SP:Iteration 50Q (14361.158417 sec): 3 clusters Score: Raw -1196140.226113 + Penalty 1795.721665 = -1194344.504448 nChanged 56 SP:Iteration 51Q (14361.183024 sec): 3 clusters Score: Raw -1196169.007399 + Penalty 1795.721665 = -1194373.285734 nChanged 40 SP:Iteration 52Q (14361.207596 sec): 3 clusters Score: Raw -1196190.262648 + Penalty 1795.721665 = -1194394.540983 nChanged 32 SP:Iteration 53Q (14361.232055 sec): 3 clusters Score: Raw -1196203.981153 + Penalty 1795.721665 = -1194408.259488 nChanged 23 SP:Iteration 54Q (14361.256382 sec): 3 clusters Score: Raw -1196215.389572 + Penalty 1795.721665 = -1194419.667907 nChanged 23 SP:Iteration 55Q (14361.280712 sec): 3 clusters Score: Raw -1196228.440381 + Penalty 1795.721665 = -1194432.718716 nChanged 21 SP:Iteration 56Q (14361.304826 sec): 3 clusters Score: Raw -1196238.783447 + Penalty 1795.721665 = -1194443.061782 nChanged 24 SP:Iteration 57Q (14361.328877 sec): 3 clusters Score: Raw -1196250.150822 + Penalty 1795.721665 = -1194454.429157 nChanged 12 SP:Iteration 58Q (14361.352994 sec): 3 clusters Score: Raw -1196258.419187 + Penalty 1795.721665 = -1194462.697522 nChanged 10 SP:Iteration 59Q (14361.377156 sec): 3 clusters Score: Raw -1196263.118977 + Penalty 1795.721665 = -1194467.397312 nChanged 10 SP:Iteration 60F (14361.404522 sec): 3 clusters Score: Raw -1196266.554490 + Penalty 1795.721665 = -1194470.832825 nChanged 6 SP:Iteration 61Q (14361.428938 sec): 3 clusters Score: Raw -1196269.441697 + Penalty 1795.721665 = -1194473.720032 nChanged 3 SP:Iteration 62Q (14361.453175 sec): 3 clusters Score: Raw -1196270.539057 + Penalty 1795.721665 = -1194474.817392 nChanged 5 SP:Iteration 63Q (14361.477539 sec): 3 clusters Score: Raw -1196273.047860 + Penalty 1795.721665 = -1194477.326195 nChanged 4 SP:Iteration 64Q (14361.501637 sec): 3 clusters Score: Raw -1196274.512779 + Penalty 1795.721665 = -1194478.791114 nChanged 4 SP:Iteration 65Q (14361.526079 sec): 3 clusters Score: Raw -1196275.913046 + Penalty 1795.721665 = -1194480.191381 nChanged 1 SP:Iteration 66Q (14361.550320 sec): 3 clusters Score: Raw -1196276.293450 + Penalty 1795.721665 = -1194480.571785 nChanged 0 SP:Iteration 67F (14361.577803 sec): 3 clusters Score: Raw -1196276.293450 + Penalty 1795.721665 = -1194480.571785 nChanged 0 Trying to split cluster 35 (7352 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14361.597270 sec): 2 clusters Score: Raw -704995.400465 + Penalty 845.759128 = -704149.641337 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14361.619056 sec): 3 clusters Score: Raw -700704.668378 + Penalty 1691.518256 = -699013.150122 nChanged 3232 SP:Iteration 1F (14361.640154 sec): 3 clusters Score: Raw -702509.707420 + Penalty 1691.518256 = -700818.189164 nChanged 480 SP:Iteration 2F (14361.661432 sec): 3 clusters Score: Raw -702737.985460 + Penalty 1691.518256 = -701046.467204 nChanged 432 SP:Iteration 3F (14361.682836 sec): 3 clusters Score: Raw -702974.848464 + Penalty 1691.518256 = -701283.330208 nChanged 394 SP:Iteration 4F (14361.704127 sec): 3 clusters Score: Raw -703194.941944 + Penalty 1691.518256 = -701503.423688 nChanged 376 SP:Iteration 5F (14361.725458 sec): 3 clusters Score: Raw -703408.224266 + Penalty 1691.518256 = -701716.706010 nChanged 368 SP:Iteration 6F (14361.746554 sec): 3 clusters Score: Raw -703622.297843 + Penalty 1691.518256 = -701930.779587 nChanged 340 SP:Iteration 7Q (14361.767570 sec): 3 clusters Score: Raw -703820.471122 + Penalty 1691.518256 = -702128.952866 nChanged 333 SP:Iteration 8Q (14361.788754 sec): 3 clusters Score: Raw -704004.877110 + Penalty 1691.518256 = -702313.358854 nChanged 290 SP:Iteration 9Q (14361.810047 sec): 3 clusters Score: Raw -704142.352336 + Penalty 1691.518256 = -702450.834080 nChanged 236 SP:Iteration 10Q (14361.831036 sec): 3 clusters Score: Raw -704245.900280 + Penalty 1691.518256 = -702554.382024 nChanged 202 SP:Iteration 11Q (14361.852107 sec): 3 clusters Score: Raw -704331.229308 + Penalty 1691.518256 = -702639.711052 nChanged 156 SP:Iteration 12Q (14361.873083 sec): 3 clusters Score: Raw -704384.429873 + Penalty 1691.518256 = -702692.911616 nChanged 126 SP:Iteration 13Q (14361.894322 sec): 3 clusters Score: Raw -704423.800847 + Penalty 1691.518256 = -702732.282590 nChanged 92 SP:Iteration 14Q (14361.915381 sec): 3 clusters Score: Raw -704451.544724 + Penalty 1691.518256 = -702760.026468 nChanged 86 SP:Iteration 15Q (14361.936369 sec): 3 clusters Score: Raw -704478.092406 + Penalty 1691.518256 = -702786.574150 nChanged 80 SP:Iteration 16Q (14361.957474 sec): 3 clusters Score: Raw -704496.085766 + Penalty 1691.518256 = -702804.567510 nChanged 70 SP:Iteration 17Q (14361.978336 sec): 3 clusters Score: Raw -704511.338928 + Penalty 1691.518256 = -702819.820672 nChanged 51 SP:Iteration 18Q (14361.999131 sec): 3 clusters Score: Raw -704521.480377 + Penalty 1691.518256 = -702829.962121 nChanged 49 SP:Iteration 19Q (14362.020067 sec): 3 clusters Score: Raw -704530.355786 + Penalty 1691.518256 = -702838.837530 nChanged 44 SP:Iteration 20F (14362.041459 sec): 3 clusters Score: Raw -704537.748536 + Penalty 1691.518256 = -702846.230279 nChanged 34 SP:Iteration 21Q (14362.062214 sec): 3 clusters Score: Raw -704543.366076 + Penalty 1691.518256 = -702851.847820 nChanged 31 SP:Iteration 22Q (14362.083144 sec): 3 clusters Score: Raw -704547.397808 + Penalty 1691.518256 = -702855.879551 nChanged 21 SP:Iteration 23Q (14362.103887 sec): 3 clusters Score: Raw -704549.950557 + Penalty 1691.518256 = -702858.432301 nChanged 25 SP:Iteration 24Q (14362.124756 sec): 3 clusters Score: Raw -704552.590051 + Penalty 1691.518256 = -702861.071795 nChanged 20 SP:Iteration 25Q (14362.145721 sec): 3 clusters Score: Raw -704555.330665 + Penalty 1691.518256 = -702863.812409 nChanged 15 SP:Iteration 26Q (14362.166660 sec): 3 clusters Score: Raw -704556.995045 + Penalty 1691.518256 = -702865.476789 nChanged 20 SP:Iteration 27Q (14362.187817 sec): 3 clusters Score: Raw -704559.284813 + Penalty 1691.518256 = -702867.766557 nChanged 23 SP:Iteration 28Q (14362.208496 sec): 3 clusters Score: Raw -704562.864164 + Penalty 1691.518256 = -702871.345908 nChanged 24 SP:Iteration 29Q (14362.229520 sec): 3 clusters Score: Raw -704566.244893 + Penalty 1691.518256 = -702874.726637 nChanged 20 SP:Iteration 30Q (14362.250562 sec): 3 clusters Score: Raw -704568.308542 + Penalty 1691.518256 = -702876.790286 nChanged 17 SP:Iteration 31Q (14362.271259 sec): 3 clusters Score: Raw -704570.174684 + Penalty 1691.518256 = -702878.656428 nChanged 13 SP:Iteration 32Q (14362.292106 sec): 3 clusters Score: Raw -704571.700137 + Penalty 1691.518256 = -702880.181881 nChanged 17 SP:Iteration 33Q (14362.313252 sec): 3 clusters Score: Raw -704573.540765 + Penalty 1691.518256 = -702882.022509 nChanged 17 SP:Iteration 34Q (14362.334016 sec): 3 clusters Score: Raw -704575.738417 + Penalty 1691.518256 = -702884.220161 nChanged 21 SP:Iteration 35Q (14362.354880 sec): 3 clusters Score: Raw -704577.902626 + Penalty 1691.518256 = -702886.384370 nChanged 22 SP:Iteration 36Q (14362.375585 sec): 3 clusters Score: Raw -704580.665942 + Penalty 1691.518256 = -702889.147685 nChanged 27 SP:Iteration 37Q (14362.396599 sec): 3 clusters Score: Raw -704583.678083 + Penalty 1691.518256 = -702892.159827 nChanged 20 SP:Iteration 38Q (14362.417497 sec): 3 clusters Score: Raw -704585.826079 + Penalty 1691.518256 = -702894.307823 nChanged 21 SP:Iteration 39Q (14362.438248 sec): 3 clusters Score: Raw -704588.020734 + Penalty 1691.518256 = -702896.502478 nChanged 21 SP:Iteration 40F (14362.459781 sec): 3 clusters Score: Raw -704589.928191 + Penalty 1691.518256 = -702898.409935 nChanged 23 SP:Iteration 41Q (14362.480657 sec): 3 clusters Score: Raw -704591.847934 + Penalty 1691.518256 = -702900.329677 nChanged 15 SP:Iteration 42Q (14362.501645 sec): 3 clusters Score: Raw -704593.447352 + Penalty 1691.518256 = -702901.929095 nChanged 19 SP:Iteration 43Q (14362.522295 sec): 3 clusters Score: Raw -704595.470283 + Penalty 1691.518256 = -702903.952027 nChanged 14 SP:Iteration 44Q (14362.543031 sec): 3 clusters Score: Raw -704596.883720 + Penalty 1691.518256 = -702905.365464 nChanged 18 SP:Iteration 45Q (14362.563889 sec): 3 clusters Score: Raw -704598.846756 + Penalty 1691.518256 = -702907.328500 nChanged 16 SP:Iteration 46Q (14362.584538 sec): 3 clusters Score: Raw -704600.843084 + Penalty 1691.518256 = -702909.324828 nChanged 12 SP:Iteration 47Q (14362.605339 sec): 3 clusters Score: Raw -704602.113226 + Penalty 1691.518256 = -702910.594970 nChanged 11 SP:Iteration 48Q (14362.626278 sec): 3 clusters Score: Raw -704603.666848 + Penalty 1691.518256 = -702912.148592 nChanged 15 SP:Iteration 49Q (14362.646967 sec): 3 clusters Score: Raw -704605.817234 + Penalty 1691.518256 = -702914.298977 nChanged 21 SP:Iteration 50Q (14362.667648 sec): 3 clusters Score: Raw -704609.157225 + Penalty 1691.518256 = -702917.638969 nChanged 27 SP:Iteration 51Q (14362.688419 sec): 3 clusters Score: Raw -704613.259352 + Penalty 1691.518256 = -702921.741096 nChanged 23 SP:Iteration 52Q (14362.709214 sec): 3 clusters Score: Raw -704616.417181 + Penalty 1691.518256 = -702924.898925 nChanged 19 SP:Iteration 53Q (14362.730108 sec): 3 clusters Score: Raw -704617.923898 + Penalty 1691.518256 = -702926.405642 nChanged 15 SP:Iteration 54Q (14362.750743 sec): 3 clusters Score: Raw -704619.376275 + Penalty 1691.518256 = -702927.858019 nChanged 11 SP:Iteration 55Q (14362.771516 sec): 3 clusters Score: Raw -704620.309974 + Penalty 1691.518256 = -702928.791718 nChanged 11 SP:Iteration 56Q (14362.792285 sec): 3 clusters Score: Raw -704621.283089 + Penalty 1691.518256 = -702929.764833 nChanged 10 SP:Iteration 57Q (14362.813006 sec): 3 clusters Score: Raw -704622.022307 + Penalty 1691.518256 = -702930.504051 nChanged 6 SP:Iteration 58Q (14362.833897 sec): 3 clusters Score: Raw -704622.250510 + Penalty 1691.518256 = -702930.732254 nChanged 3 SP:Iteration 59Q (14362.854634 sec): 3 clusters Score: Raw -704622.357922 + Penalty 1691.518256 = -702930.839666 nChanged 1 SP:Iteration 60F (14362.875811 sec): 3 clusters Score: Raw -704622.407653 + Penalty 1691.518256 = -702930.889397 nChanged 1 SP:Iteration 61Q (14362.896460 sec): 3 clusters Score: Raw -704622.431276 + Penalty 1691.518256 = -702930.913020 nChanged 1 SP:Iteration 62Q (14362.917228 sec): 3 clusters Score: Raw -704622.469056 + Penalty 1691.518256 = -702930.950800 nChanged 1 SP:Iteration 63Q (14362.937963 sec): 3 clusters Score: Raw -704622.546413 + Penalty 1691.518256 = -702931.028157 nChanged 1 SP:Iteration 64Q (14362.958897 sec): 3 clusters Score: Raw -704622.601326 + Penalty 1691.518256 = -702931.083070 nChanged 0 SP:Iteration 65F (14362.979981 sec): 3 clusters Score: Raw -704622.601326 + Penalty 1691.518256 = -702931.083070 nChanged 0 Trying to split cluster 36 (5527 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14362.997940 sec): 2 clusters Score: Raw -493572.733135 + Penalty 818.653043 = -492754.080092 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14363.017847 sec): 3 clusters Score: Raw -490489.220537 + Penalty 1637.306086 = -488851.914451 nChanged 2373 SP:Iteration 1F (14363.036892 sec): 3 clusters Score: Raw -491904.398718 + Penalty 1637.306086 = -490267.092632 nChanged 353 SP:Iteration 2F (14363.056260 sec): 3 clusters Score: Raw -492071.586566 + Penalty 1637.306086 = -490434.280481 nChanged 302 SP:Iteration 3F (14363.075490 sec): 3 clusters Score: Raw -492228.235346 + Penalty 1637.306086 = -490590.929260 nChanged 289 SP:Iteration 4F (14363.094491 sec): 3 clusters Score: Raw -492379.128382 + Penalty 1637.306086 = -490741.822296 nChanged 280 SP:Iteration 5F (14363.113796 sec): 3 clusters Score: Raw -492525.968101 + Penalty 1637.306086 = -490888.662015 nChanged 257 SP:Iteration 6Q (14363.133263 sec): 3 clusters Score: Raw -492680.050665 + Penalty 1637.306086 = -491042.744579 nChanged 289 SP:Iteration 7F (14363.152322 sec): 3 clusters Score: Raw -492870.021039 + Penalty 1637.306086 = -491232.714954 nChanged 295 SP:Iteration 8F (14363.185812 sec): 3 clusters Score: Raw -493065.556713 + Penalty 1637.306086 = -491428.250627 nChanged 251 SP:Iteration 9Q (14363.203330 sec): 3 clusters Score: Raw -493241.398822 + Penalty 1637.306086 = -491604.092736 nChanged 233 SP:Iteration 10Q (14363.222593 sec): 3 clusters Score: Raw -493389.930895 + Penalty 1637.306086 = -491752.624809 nChanged 183 SP:Iteration 11Q (14363.241646 sec): 3 clusters Score: Raw -493513.637014 + Penalty 1637.306086 = -491876.330929 nChanged 140 SP:Iteration 12Q (14363.260867 sec): 3 clusters Score: Raw -493628.996497 + Penalty 1637.306086 = -491991.690411 nChanged 106 SP:Iteration 13Q (14363.287142 sec): 3 clusters Score: Raw -493719.203477 + Penalty 1637.306086 = -492081.897392 nChanged 85 SP:Iteration 14Q (14363.305852 sec): 3 clusters Score: Raw -493773.997402 + Penalty 1637.306086 = -492136.691316 nChanged 77 SP:Iteration 15Q (14363.324618 sec): 3 clusters Score: Raw -493813.738393 + Penalty 1637.306086 = -492176.432307 nChanged 55 SP:Iteration 16Q (14363.343108 sec): 3 clusters Score: Raw -493833.783952 + Penalty 1637.306086 = -492196.477866 nChanged 44 SP:Iteration 17Q (14363.361634 sec): 3 clusters Score: Raw -493848.982199 + Penalty 1637.306086 = -492211.676113 nChanged 34 SP:Iteration 18Q (14363.380437 sec): 3 clusters Score: Raw -493861.552349 + Penalty 1637.306086 = -492224.246263 nChanged 32 SP:Iteration 19Q (14363.398824 sec): 3 clusters Score: Raw -493870.343940 + Penalty 1637.306086 = -492233.037854 nChanged 18 SP:Iteration 20F (14363.418136 sec): 3 clusters Score: Raw -493876.114013 + Penalty 1637.306086 = -492238.807928 nChanged 17 SP:Iteration 21Q (14363.436526 sec): 3 clusters Score: Raw -493882.187146 + Penalty 1637.306086 = -492244.881061 nChanged 22 SP:Iteration 22Q (14363.454865 sec): 3 clusters Score: Raw -493889.741356 + Penalty 1637.306086 = -492252.435270 nChanged 29 SP:Iteration 23Q (14363.473266 sec): 3 clusters Score: Raw -493898.348799 + Penalty 1637.306086 = -492261.042713 nChanged 21 SP:Iteration 24Q (14363.491603 sec): 3 clusters Score: Raw -493904.088679 + Penalty 1637.306086 = -492266.782593 nChanged 12 SP:Iteration 25Q (14363.509916 sec): 3 clusters Score: Raw -493906.796215 + Penalty 1637.306086 = -492269.490129 nChanged 10 SP:Iteration 26Q (14363.528499 sec): 3 clusters Score: Raw -493908.663393 + Penalty 1637.306086 = -492271.357308 nChanged 4 SP:Iteration 27Q (14363.546963 sec): 3 clusters Score: Raw -493909.118304 + Penalty 1637.306086 = -492271.812218 nChanged 2 SP:Iteration 28Q (14363.565274 sec): 3 clusters Score: Raw -493909.359369 + Penalty 1637.306086 = -492272.053283 nChanged 0 SP:Iteration 29F (14363.584218 sec): 3 clusters Score: Raw -493909.359369 + Penalty 1637.306086 = -492272.053283 nChanged 0 Trying to split cluster 37 (135730 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14363.721423 sec): 2 clusters Score: Raw -13002926.166858 + Penalty 1122.750175 = -13001803.416683 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14363.895308 sec): 3 clusters Score: Raw -12912898.954563 + Penalty 2245.500350 = -12910653.454213 nChanged 65791 SP:Iteration 1F (14364.066602 sec): 3 clusters Score: Raw -12952564.232685 + Penalty 2245.500350 = -12950318.732334 nChanged 4377 SP:Iteration 2Q (14364.248162 sec): 3 clusters Score: Raw -12953732.346167 + Penalty 2245.500350 = -12951486.845816 nChanged 4816 SP:Iteration 3Q (14364.429760 sec): 3 clusters Score: Raw -12955272.221630 + Penalty 2245.500350 = -12953026.721279 nChanged 5501 SP:Iteration 4Q (14364.611366 sec): 3 clusters Score: Raw -12957503.405269 + Penalty 2245.500350 = -12955257.904918 nChanged 6474 SP:Iteration 5Q (14364.793382 sec): 3 clusters Score: Raw -12960769.859653 + Penalty 2245.500350 = -12958524.359302 nChanged 7499 SP:Iteration 6F (14364.963908 sec): 3 clusters Score: Raw -12965529.256353 + Penalty 2245.500350 = -12963283.756003 nChanged 8330 SP:Iteration 7F (14365.134590 sec): 3 clusters Score: Raw -12971750.379859 + Penalty 2245.500350 = -12969504.879508 nChanged 8276 SP:Iteration 8F (14365.305579 sec): 3 clusters Score: Raw -12977730.044043 + Penalty 2245.500350 = -12975484.543693 nChanged 6987 SP:Iteration 9F (14365.475809 sec): 3 clusters Score: Raw -12981789.610484 + Penalty 2245.500350 = -12979544.110134 nChanged 4953 SP:Iteration 10Q (14365.649428 sec): 3 clusters Score: Raw -12983810.053968 + Penalty 2245.500350 = -12981564.553617 nChanged 3432 SP:Iteration 11Q (14365.820816 sec): 3 clusters Score: Raw -12984985.755446 + Penalty 2245.500350 = -12982740.255095 nChanged 2772 SP:Iteration 12Q (14365.990532 sec): 3 clusters Score: Raw -12985993.899201 + Penalty 2245.500350 = -12983748.398851 nChanged 2667 SP:Iteration 13Q (14366.159387 sec): 3 clusters Score: Raw -12987048.874810 + Penalty 2245.500350 = -12984803.374459 nChanged 2686 SP:Iteration 14Q (14366.326430 sec): 3 clusters Score: Raw -12988163.042816 + Penalty 2245.500350 = -12985917.542466 nChanged 2684 SP:Iteration 15Q (14366.492123 sec): 3 clusters Score: Raw -12989340.581787 + Penalty 2245.500350 = -12987095.081437 nChanged 2728 SP:Iteration 16Q (14366.656650 sec): 3 clusters Score: Raw -12990597.598294 + Penalty 2245.500350 = -12988352.097943 nChanged 2704 SP:Iteration 17Q (14366.819077 sec): 3 clusters Score: Raw -12991877.693237 + Penalty 2245.500350 = -12989632.192887 nChanged 2645 SP:Iteration 18Q (14366.984381 sec): 3 clusters Score: Raw -12993153.496993 + Penalty 2245.500350 = -12990907.996643 nChanged 2489 SP:Iteration 19Q (14367.143619 sec): 3 clusters Score: Raw -12994374.450320 + Penalty 2245.500350 = -12992128.949970 nChanged 2288 SP:Iteration 20F (14367.314627 sec): 3 clusters Score: Raw -12995543.405046 + Penalty 2245.500350 = -12993297.904695 nChanged 2242 SP:Iteration 21Q (14367.469307 sec): 3 clusters Score: Raw -12996771.897549 + Penalty 2245.500350 = -12994526.397198 nChanged 2027 SP:Iteration 22Q (14367.622150 sec): 3 clusters Score: Raw -12997903.435068 + Penalty 2245.500350 = -12995657.934718 nChanged 1792 SP:Iteration 23Q (14367.772509 sec): 3 clusters Score: Raw -12998900.759345 + Penalty 2245.500350 = -12996655.258995 nChanged 1582 SP:Iteration 24Q (14367.921366 sec): 3 clusters Score: Raw -12999801.407766 + Penalty 2245.500350 = -12997555.907416 nChanged 1351 SP:Iteration 25Q (14368.068012 sec): 3 clusters Score: Raw -13000562.533406 + Penalty 2245.500350 = -12998317.033055 nChanged 1111 SP:Iteration 26Q (14368.213550 sec): 3 clusters Score: Raw -13001190.661163 + Penalty 2245.500350 = -12998945.160812 nChanged 918 SP:Iteration 27Q (14368.356047 sec): 3 clusters Score: Raw -13001708.342587 + Penalty 2245.500350 = -12999462.842237 nChanged 698 SP:Iteration 28Q (14368.497559 sec): 3 clusters Score: Raw -13002095.257187 + Penalty 2245.500350 = -12999849.756836 nChanged 542 SP:Iteration 29Q (14368.638203 sec): 3 clusters Score: Raw -13002394.419755 + Penalty 2245.500350 = -13000148.919404 nChanged 433 SP:Iteration 30Q (14368.778247 sec): 3 clusters Score: Raw -13002642.397995 + Penalty 2245.500350 = -13000396.897644 nChanged 306 SP:Iteration 31Q (14368.917570 sec): 3 clusters Score: Raw -13002817.040129 + Penalty 2245.500350 = -13000571.539779 nChanged 209 SP:Iteration 32Q (14369.056983 sec): 3 clusters Score: Raw -13002929.835582 + Penalty 2245.500350 = -13000684.335232 nChanged 154 SP:Iteration 33Q (14369.196267 sec): 3 clusters Score: Raw -13003015.115585 + Penalty 2245.500350 = -13000769.615234 nChanged 112 SP:Iteration 34Q (14369.334602 sec): 3 clusters Score: Raw -13003079.576679 + Penalty 2245.500350 = -13000834.076329 nChanged 95 SP:Iteration 35Q (14369.472987 sec): 3 clusters Score: Raw -13003136.554217 + Penalty 2245.500350 = -13000891.053867 nChanged 72 SP:Iteration 36Q (14369.611335 sec): 3 clusters Score: Raw -13003179.934425 + Penalty 2245.500350 = -13000934.434075 nChanged 50 SP:Iteration 37Q (14369.749811 sec): 3 clusters Score: Raw -13003208.895168 + Penalty 2245.500350 = -13000963.394818 nChanged 42 SP:Iteration 38Q (14369.888068 sec): 3 clusters Score: Raw -13003235.614348 + Penalty 2245.500350 = -13000990.113998 nChanged 38 SP:Iteration 39Q (14370.026380 sec): 3 clusters Score: Raw -13003252.918042 + Penalty 2245.500350 = -13001007.417691 nChanged 22 SP:Iteration 40F (14370.195586 sec): 3 clusters Score: Raw -13003261.924669 + Penalty 2245.500350 = -13001016.424318 nChanged 16 SP:Iteration 41Q (14370.354125 sec): 3 clusters Score: Raw -13003267.794017 + Penalty 2245.500350 = -13001022.293666 nChanged 12 SP:Iteration 42Q (14370.492558 sec): 3 clusters Score: Raw -13003273.184806 + Penalty 2245.500350 = -13001027.684456 nChanged 11 SP:Iteration 43Q (14370.630910 sec): 3 clusters Score: Raw -13003276.977330 + Penalty 2245.500350 = -13001031.476980 nChanged 6 SP:Iteration 44Q (14370.769192 sec): 3 clusters Score: Raw -13003278.718651 + Penalty 2245.500350 = -13001033.218301 nChanged 4 SP:Iteration 45Q (14370.907357 sec): 3 clusters Score: Raw -13003280.681321 + Penalty 2245.500350 = -13001035.180971 nChanged 4 SP:Iteration 46Q (14371.045481 sec): 3 clusters Score: Raw -13003282.371120 + Penalty 2245.500350 = -13001036.870769 nChanged 3 SP:Iteration 47Q (14371.183432 sec): 3 clusters Score: Raw -13003282.901020 + Penalty 2245.500350 = -13001037.400669 nChanged 0 SP:Iteration 48F (14371.352552 sec): 3 clusters Score: Raw -13003282.901020 + Penalty 2245.500350 = -13001037.400669 nChanged 0 Trying to split cluster 38 (290742 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14371.616731 sec): 2 clusters Score: Raw -27731930.847316 + Penalty 1195.118198 = -27730735.729118 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14371.973649 sec): 3 clusters Score: Raw -27536022.708267 + Penalty 2390.236395 = -27533632.471872 nChanged 142547 SP:Iteration 1F (14372.324350 sec): 3 clusters Score: Raw -27622774.352650 + Penalty 2390.236395 = -27620384.116255 nChanged 10239 SP:Iteration 2Q (14372.699145 sec): 3 clusters Score: Raw -27625752.022373 + Penalty 2390.236395 = -27623361.785978 nChanged 12557 SP:Iteration 3Q (14373.073834 sec): 3 clusters Score: Raw -27630504.337490 + Penalty 2390.236395 = -27628114.101094 nChanged 15552 SP:Iteration 4F (14373.424517 sec): 3 clusters Score: Raw -27637901.694706 + Penalty 2390.236395 = -27635511.458311 nChanged 18680 SP:Iteration 5F (14373.775704 sec): 3 clusters Score: Raw -27648930.730582 + Penalty 2390.236395 = -27646540.494187 nChanged 20899 SP:Iteration 6F (14374.128091 sec): 3 clusters Score: Raw -27663479.411048 + Penalty 2390.236395 = -27661089.174653 nChanged 20856 SP:Iteration 7F (14374.480186 sec): 3 clusters Score: Raw -27679626.173005 + Penalty 2390.236395 = -27677235.936609 nChanged 17803 SP:Iteration 8F (14374.831748 sec): 3 clusters Score: Raw -27694211.229181 + Penalty 2390.236395 = -27691820.992786 nChanged 13236 SP:Iteration 9Q (14375.189579 sec): 3 clusters Score: Raw -27705157.412794 + Penalty 2390.236395 = -27702767.176399 nChanged 9218 SP:Iteration 10Q (14375.530385 sec): 3 clusters Score: Raw -27712414.770329 + Penalty 2390.236395 = -27710024.533934 nChanged 6475 SP:Iteration 11Q (14375.876852 sec): 3 clusters Score: Raw -27717072.733898 + Penalty 2390.236395 = -27714682.497503 nChanged 4792 SP:Iteration 12Q (14376.196098 sec): 3 clusters Score: Raw -27720226.854296 + Penalty 2390.236395 = -27717836.617900 nChanged 3936 SP:Iteration 13Q (14376.505942 sec): 3 clusters Score: Raw -27722689.091754 + Penalty 2390.236395 = -27720298.855359 nChanged 3287 SP:Iteration 14Q (14376.808594 sec): 3 clusters Score: Raw -27724706.295328 + Penalty 2390.236395 = -27722316.058933 nChanged 2745 SP:Iteration 15Q (14377.107224 sec): 3 clusters Score: Raw -27726364.840788 + Penalty 2390.236395 = -27723974.604393 nChanged 2208 SP:Iteration 16Q (14377.398208 sec): 3 clusters Score: Raw -27727652.097212 + Penalty 2390.236395 = -27725261.860817 nChanged 1789 SP:Iteration 17Q (14377.686901 sec): 3 clusters Score: Raw -27728665.249290 + Penalty 2390.236395 = -27726275.012894 nChanged 1507 SP:Iteration 18Q (14377.973342 sec): 3 clusters Score: Raw -27729507.288833 + Penalty 2390.236395 = -27727117.052438 nChanged 1189 SP:Iteration 19Q (14378.258629 sec): 3 clusters Score: Raw -27730158.143917 + Penalty 2390.236395 = -27727767.907522 nChanged 934 SP:Iteration 20F (14378.617294 sec): 3 clusters Score: Raw -27730645.829778 + Penalty 2390.236395 = -27728255.593383 nChanged 688 SP:Iteration 21Q (14378.900187 sec): 3 clusters Score: Raw -27730984.111234 + Penalty 2390.236395 = -27728593.874838 nChanged 535 SP:Iteration 22Q (14379.183965 sec): 3 clusters Score: Raw -27731247.801112 + Penalty 2390.236395 = -27728857.564716 nChanged 419 SP:Iteration 23Q (14379.465455 sec): 3 clusters Score: Raw -27731447.616458 + Penalty 2390.236395 = -27729057.380063 nChanged 310 SP:Iteration 24Q (14379.746873 sec): 3 clusters Score: Raw -27731589.627444 + Penalty 2390.236395 = -27729199.391049 nChanged 228 SP:Iteration 25Q (14380.027724 sec): 3 clusters Score: Raw -27731700.877649 + Penalty 2390.236395 = -27729310.641254 nChanged 169 SP:Iteration 26Q (14380.309835 sec): 3 clusters Score: Raw -27731791.263106 + Penalty 2390.236395 = -27729401.026711 nChanged 132 SP:Iteration 27Q (14380.590537 sec): 3 clusters Score: Raw -27731858.803273 + Penalty 2390.236395 = -27729468.566877 nChanged 100 SP:Iteration 28Q (14380.870969 sec): 3 clusters Score: Raw -27731905.924944 + Penalty 2390.236395 = -27729515.688548 nChanged 81 SP:Iteration 29Q (14381.151655 sec): 3 clusters Score: Raw -27731949.879264 + Penalty 2390.236395 = -27729559.642868 nChanged 65 SP:Iteration 30Q (14381.431670 sec): 3 clusters Score: Raw -27731987.458641 + Penalty 2390.236395 = -27729597.222246 nChanged 56 SP:Iteration 31Q (14381.712164 sec): 3 clusters Score: Raw -27732014.920386 + Penalty 2390.236395 = -27729624.683990 nChanged 44 SP:Iteration 32Q (14381.992633 sec): 3 clusters Score: Raw -27732037.698902 + Penalty 2390.236395 = -27729647.462507 nChanged 34 SP:Iteration 33Q (14382.272652 sec): 3 clusters Score: Raw -27732055.161677 + Penalty 2390.236395 = -27729664.925281 nChanged 28 SP:Iteration 34Q (14382.552449 sec): 3 clusters Score: Raw -27732071.279151 + Penalty 2390.236395 = -27729681.042755 nChanged 27 SP:Iteration 35Q (14382.832072 sec): 3 clusters Score: Raw -27732083.659622 + Penalty 2390.236395 = -27729693.423227 nChanged 15 SP:Iteration 36Q (14383.111681 sec): 3 clusters Score: Raw -27732094.535952 + Penalty 2390.236395 = -27729704.299557 nChanged 17 SP:Iteration 37Q (14383.392948 sec): 3 clusters Score: Raw -27732102.802463 + Penalty 2390.236395 = -27729712.566067 nChanged 7 SP:Iteration 38Q (14383.672591 sec): 3 clusters Score: Raw -27732106.963827 + Penalty 2390.236395 = -27729716.727431 nChanged 7 SP:Iteration 39Q (14383.952316 sec): 3 clusters Score: Raw -27732109.018704 + Penalty 2390.236395 = -27729718.782308 nChanged 6 SP:Iteration 40F (14384.298884 sec): 3 clusters Score: Raw -27732111.830121 + Penalty 2390.236395 = -27729721.593726 nChanged 3 SP:Iteration 41Q (14384.579033 sec): 3 clusters Score: Raw -27732114.100182 + Penalty 2390.236395 = -27729723.863786 nChanged 8 SP:Iteration 42Q (14384.858879 sec): 3 clusters Score: Raw -27732118.907022 + Penalty 2390.236395 = -27729728.670626 nChanged 9 SP:Iteration 43Q (14385.139324 sec): 3 clusters Score: Raw -27732123.294258 + Penalty 2390.236395 = -27729733.057863 nChanged 4 SP:Iteration 44Q (14385.419514 sec): 3 clusters Score: Raw -27732124.349671 + Penalty 2390.236395 = -27729734.113275 nChanged 2 SP:Iteration 45Q (14385.699718 sec): 3 clusters Score: Raw -27732125.309966 + Penalty 2390.236395 = -27729735.073571 nChanged 1 SP:Iteration 46Q (14385.979876 sec): 3 clusters Score: Raw -27732125.619846 + Penalty 2390.236395 = -27729735.383451 nChanged 2 SP:Iteration 47Q (14386.259880 sec): 3 clusters Score: Raw -27732126.013333 + Penalty 2390.236395 = -27729735.776937 nChanged 1 SP:Iteration 48Q (14386.541475 sec): 3 clusters Score: Raw -27732126.406314 + Penalty 2390.236395 = -27729736.169919 nChanged 0 SP:Iteration 49F (14386.886769 sec): 3 clusters Score: Raw -27732126.406314 + Penalty 2390.236395 = -27729736.169919 nChanged 0 Iteration 339Q (14395.569001 sec): 39 clusters Score: Raw -89558425.142659 + Penalty 49805.239891 = -89508619.902768 nChanged 434 Iteration 340F (14413.409329 sec): 39 clusters Score: Raw -89558441.743284 + Penalty 49805.239891 = -89508636.503393 nChanged 419 Iteration 341Q (14422.100232 sec): 39 clusters Score: Raw -89558456.106192 + Penalty 49805.239891 = -89508650.866301 nChanged 405 Iteration 342Q (14430.798393 sec): 39 clusters Score: Raw -89558470.393894 + Penalty 49805.239891 = -89508665.154003 nChanged 397 Iteration 343Q (14439.486440 sec): 39 clusters Score: Raw -89558486.985114 + Penalty 49805.239891 = -89508681.745223 nChanged 407 Iteration 344Q (14448.203490 sec): 39 clusters Score: Raw -89558504.385754 + Penalty 49805.239891 = -89508699.145863 nChanged 423 Iteration 345Q (14456.896848 sec): 39 clusters Score: Raw -89558520.797215 + Penalty 49805.239891 = -89508715.557324 nChanged 422 Iteration 346Q (14465.586512 sec): 39 clusters Score: Raw -89558539.030989 + Penalty 49805.239891 = -89508733.791098 nChanged 407 Iteration 347Q (14474.289584 sec): 39 clusters Score: Raw -89558557.278677 + Penalty 49805.239891 = -89508752.038786 nChanged 418 Iteration 348Q (14482.982072 sec): 39 clusters Score: Raw -89558578.180546 + Penalty 49805.239891 = -89508772.940655 nChanged 434 Iteration 349Q (14491.693478 sec): 39 clusters Score: Raw -89558602.281384 + Penalty 49805.239891 = -89508797.041493 nChanged 432 Iteration 350Q (14500.411658 sec): 39 clusters Score: Raw -89558622.429510 + Penalty 49805.239891 = -89508817.189619 nChanged 417 Iteration 351Q (14509.099086 sec): 39 clusters Score: Raw -89558640.287079 + Penalty 49805.239891 = -89508835.047188 nChanged 393 Iteration 352Q (14517.788121 sec): 39 clusters Score: Raw -89558656.420567 + Penalty 49805.239891 = -89508851.180676 nChanged 403 Iteration 353Q (14526.490059 sec): 39 clusters Score: Raw -89558674.542596 + Penalty 49805.239891 = -89508869.302705 nChanged 383 Iteration 354Q (14535.170869 sec): 39 clusters Score: Raw -89558689.479483 + Penalty 49805.239891 = -89508884.239592 nChanged 379 Iteration 355Q (14543.859141 sec): 39 clusters Score: Raw -89558703.626166 + Penalty 49805.239891 = -89508898.386275 nChanged 356 Iteration 356Q (14552.546448 sec): 39 clusters Score: Raw -89558716.675029 + Penalty 49805.239891 = -89508911.435138 nChanged 305 Iteration 357Q (14561.239553 sec): 39 clusters Score: Raw -89558727.061477 + Penalty 49805.239891 = -89508921.821587 nChanged 280 Iteration 358Q (14569.925527 sec): 39 clusters Score: Raw -89558735.434886 + Penalty 49805.239891 = -89508930.194995 nChanged 262 Iteration 359Q (14578.632771 sec): 39 clusters Score: Raw -89558744.570707 + Penalty 49805.239891 = -89508939.330816 nChanged 293 Iteration 360F (14596.461846 sec): 39 clusters Score: Raw -89558753.766823 + Penalty 49805.239891 = -89508948.526932 nChanged 278 Iteration 361Q (14605.164949 sec): 39 clusters Score: Raw -89558761.677544 + Penalty 49805.239891 = -89508956.437653 nChanged 248 Iteration 362Q (14613.853022 sec): 39 clusters Score: Raw -89558768.168953 + Penalty 49805.239891 = -89508962.929062 nChanged 226 Iteration 363Q (14622.547319 sec): 39 clusters Score: Raw -89558773.399583 + Penalty 49805.239891 = -89508968.159692 nChanged 197 Iteration 364Q (14631.265008 sec): 39 clusters Score: Raw -89558777.410599 + Penalty 49805.239891 = -89508972.170708 nChanged 177 Iteration 365Q (14639.953110 sec): 39 clusters Score: Raw -89558780.878953 + Penalty 49805.239891 = -89508975.639062 nChanged 171 Iteration 366Q (14648.651204 sec): 39 clusters Score: Raw -89558784.109592 + Penalty 49805.239891 = -89508978.869701 nChanged 167 Iteration 367Q (14657.349225 sec): 39 clusters Score: Raw -89558787.027869 + Penalty 49805.239891 = -89508981.787978 nChanged 171 Iteration 368Q (14666.043926 sec): 39 clusters Score: Raw -89558790.042728 + Penalty 49805.239891 = -89508984.802837 nChanged 148 Iteration 369Q (14674.733573 sec): 39 clusters Score: Raw -89558792.971632 + Penalty 49805.239891 = -89508987.731742 nChanged 146 Iteration 370Q (14683.428244 sec): 39 clusters Score: Raw -89558795.683426 + Penalty 49805.239891 = -89508990.443535 nChanged 160 Iteration 371Q (14692.126845 sec): 39 clusters Score: Raw -89558798.561788 + Penalty 49805.239891 = -89508993.321897 nChanged 147 Iteration 372Q (14700.843770 sec): 39 clusters Score: Raw -89558801.707962 + Penalty 49805.239891 = -89508996.468071 nChanged 141 Iteration 373Q (14709.534700 sec): 39 clusters Score: Raw -89558804.389295 + Penalty 49805.239891 = -89508999.149404 nChanged 139 Iteration 374Q (14718.223700 sec): 39 clusters Score: Raw -89558806.868693 + Penalty 49805.239891 = -89509001.628802 nChanged 139 Iteration 375Q (14726.932953 sec): 39 clusters Score: Raw -89558809.551575 + Penalty 49805.239891 = -89509004.311684 nChanged 147 Iteration 376Q (14735.633081 sec): 39 clusters Score: Raw -89558812.132375 + Penalty 49805.239891 = -89509006.892484 nChanged 129 Iteration 377Q (14744.320914 sec): 39 clusters Score: Raw -89558814.407780 + Penalty 49805.239891 = -89509009.167889 nChanged 114 Iteration 378Q (14753.008286 sec): 39 clusters Score: Raw -89558816.328845 + Penalty 49805.239891 = -89509011.088955 nChanged 88 Writing temp clu file Because OldScore, -89509009.167889, is greater than current (better) Score,-89509011.088955 Compute initial score before splitting: Score: Raw -89558816.328845 + Penalty 49805.239891 = -89509011.088955 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14753.197124 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14753.201683 sec): 3 clusters Score: Raw -102436.760924 + Penalty 1314.552092 = -101122.208833 nChanged 325 SP:Iteration 1F (14753.205825 sec): 3 clusters Score: Raw -102657.449006 + Penalty 1314.552092 = -101342.896915 nChanged 82 SP:Iteration 2F (14753.209959 sec): 3 clusters Score: Raw -102719.676142 + Penalty 1314.552092 = -101405.124050 nChanged 50 SP:Iteration 3Q (14753.214047 sec): 3 clusters Score: Raw -102756.462501 + Penalty 1314.552092 = -101441.910409 nChanged 33 SP:Iteration 4Q (14753.218167 sec): 3 clusters Score: Raw -102779.240750 + Penalty 1314.552092 = -101464.688658 nChanged 30 SP:Iteration 5Q (14753.222266 sec): 3 clusters Score: Raw -102799.795033 + Penalty 1314.552092 = -101485.242942 nChanged 21 SP:Iteration 6Q (14753.226402 sec): 3 clusters Score: Raw -102823.218435 + Penalty 1314.552092 = -101508.666343 nChanged 28 SP:Iteration 7Q (14753.230515 sec): 3 clusters Score: Raw -102846.275197 + Penalty 1314.552092 = -101531.723105 nChanged 20 SP:Iteration 8Q (14753.234655 sec): 3 clusters Score: Raw -102859.706709 + Penalty 1314.552092 = -101545.154617 nChanged 17 SP:Iteration 9Q (14753.238843 sec): 3 clusters Score: Raw -102872.336381 + Penalty 1314.552092 = -101557.784289 nChanged 10 SP:Iteration 10Q (14753.242955 sec): 3 clusters Score: Raw -102878.119828 + Penalty 1314.552092 = -101563.567737 nChanged 10 SP:Iteration 11Q (14753.247049 sec): 3 clusters Score: Raw -102883.798079 + Penalty 1314.552092 = -101569.245987 nChanged 11 SP:Iteration 12Q (14753.251138 sec): 3 clusters Score: Raw -102893.397564 + Penalty 1314.552092 = -101578.845472 nChanged 12 SP:Iteration 13Q (14753.255233 sec): 3 clusters Score: Raw -102902.409137 + Penalty 1314.552092 = -101587.857046 nChanged 10 SP:Iteration 14Q (14753.259276 sec): 3 clusters Score: Raw -102913.307206 + Penalty 1314.552092 = -101598.755114 nChanged 13 SP:Iteration 15Q (14753.263325 sec): 3 clusters Score: Raw -102926.461273 + Penalty 1314.552092 = -101611.909181 nChanged 10 SP:Iteration 16Q (14753.267419 sec): 3 clusters Score: Raw -102930.681857 + Penalty 1314.552092 = -101616.129765 nChanged 3 SP:Iteration 17Q (14753.271511 sec): 3 clusters Score: Raw -102932.912386 + Penalty 1314.552092 = -101618.360294 nChanged 3 SP:Iteration 18Q (14753.275587 sec): 3 clusters Score: Raw -102936.223932 + Penalty 1314.552092 = -101621.671840 nChanged 3 SP:Iteration 19Q (14753.279672 sec): 3 clusters Score: Raw -102938.298075 + Penalty 1314.552092 = -101623.745983 nChanged 5 SP:Iteration 20F (14753.283761 sec): 3 clusters Score: Raw -102940.370090 + Penalty 1314.552092 = -101625.817999 nChanged 3 SP:Iteration 21Q (14753.287840 sec): 3 clusters Score: Raw -102942.106575 + Penalty 1314.552092 = -101627.554483 nChanged 2 SP:Iteration 22Q (14753.291880 sec): 3 clusters Score: Raw -102942.716547 + Penalty 1314.552092 = -101628.164455 nChanged 2 SP:Iteration 23Q (14753.295944 sec): 3 clusters Score: Raw -102944.193200 + Penalty 1314.552092 = -101629.641108 nChanged 0 SP:Iteration 24F (14753.299988 sec): 3 clusters Score: Raw -102944.193200 + Penalty 1314.552092 = -101629.641108 nChanged 0 Trying to split cluster 2 (698 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14753.314776 sec): 2 clusters Score: Raw -71022.661995 + Penalty 622.080815 = -70400.581180 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14753.318144 sec): 3 clusters Score: Raw -70787.122700 + Penalty 1244.161630 = -69542.961070 nChanged 225 SP:Iteration 1F (14753.321199 sec): 3 clusters Score: Raw -70983.350015 + Penalty 1244.161630 = -69739.188385 nChanged 59 SP:Iteration 2F (14753.324212 sec): 3 clusters Score: Raw -71040.927078 + Penalty 1244.161630 = -69796.765448 nChanged 26 SP:Iteration 3Q (14753.327207 sec): 3 clusters Score: Raw -71064.083537 + Penalty 1244.161630 = -69819.921907 nChanged 21 SP:Iteration 4Q (14753.330176 sec): 3 clusters Score: Raw -71082.569029 + Penalty 1244.161630 = -69838.407399 nChanged 10 SP:Iteration 5Q (14753.333220 sec): 3 clusters Score: Raw -71091.808369 + Penalty 1244.161630 = -69847.646739 nChanged 8 SP:Iteration 6Q (14753.336211 sec): 3 clusters Score: Raw -71100.814127 + Penalty 1244.161630 = -69856.652497 nChanged 9 SP:Iteration 7Q (14753.339183 sec): 3 clusters Score: Raw -71105.236226 + Penalty 1244.161630 = -69861.074597 nChanged 2 SP:Iteration 8Q (14753.342164 sec): 3 clusters Score: Raw -71107.158697 + Penalty 1244.161630 = -69862.997067 nChanged 2 SP:Iteration 9Q (14753.345145 sec): 3 clusters Score: Raw -71109.396546 + Penalty 1244.161630 = -69865.234917 nChanged 5 SP:Iteration 10Q (14753.348123 sec): 3 clusters Score: Raw -71114.522283 + Penalty 1244.161630 = -69870.360653 nChanged 2 SP:Iteration 11Q (14753.351094 sec): 3 clusters Score: Raw -71116.143668 + Penalty 1244.161630 = -69871.982039 nChanged 1 SP:Iteration 12Q (14753.354058 sec): 3 clusters Score: Raw -71116.367193 + Penalty 1244.161630 = -69872.205563 nChanged 0 SP:Iteration 13F (14753.357055 sec): 3 clusters Score: Raw -71116.367193 + Penalty 1244.161630 = -69872.205563 nChanged 0 Trying to split cluster 3 (25774 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14753.394689 sec): 2 clusters Score: Raw -2275637.418796 + Penalty 964.926544 = -2274672.492252 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14753.439560 sec): 3 clusters Score: Raw -2259350.236096 + Penalty 1929.853087 = -2257420.383009 nChanged 12132 SP:Iteration 1F (14753.481279 sec): 3 clusters Score: Raw -2266616.816065 + Penalty 1929.853087 = -2264686.962978 nChanged 1554 SP:Iteration 2F (14753.523204 sec): 3 clusters Score: Raw -2267520.272586 + Penalty 1929.853087 = -2265590.419499 nChanged 1860 SP:Iteration 3F (14753.565313 sec): 3 clusters Score: Raw -2268859.875818 + Penalty 1929.853087 = -2266930.022731 nChanged 2074 SP:Iteration 4F (14753.607109 sec): 3 clusters Score: Raw -2270531.021067 + Penalty 1929.853087 = -2268601.167980 nChanged 2093 SP:Iteration 5F (14753.648958 sec): 3 clusters Score: Raw -2272143.729565 + Penalty 1929.853087 = -2270213.876478 nChanged 1733 SP:Iteration 6F (14753.690893 sec): 3 clusters Score: Raw -2273294.379489 + Penalty 1929.853087 = -2271364.526402 nChanged 1291 SP:Iteration 7F (14753.732657 sec): 3 clusters Score: Raw -2274005.657821 + Penalty 1929.853087 = -2272075.804734 nChanged 890 SP:Iteration 8Q (14753.774957 sec): 3 clusters Score: Raw -2274427.175265 + Penalty 1929.853087 = -2272497.322178 nChanged 649 SP:Iteration 9Q (14753.816509 sec): 3 clusters Score: Raw -2274736.823980 + Penalty 1929.853087 = -2272806.970893 nChanged 470 SP:Iteration 10Q (14753.858081 sec): 3 clusters Score: Raw -2275010.655433 + Penalty 1929.853087 = -2273080.802346 nChanged 393 SP:Iteration 11Q (14753.899416 sec): 3 clusters Score: Raw -2275303.249359 + Penalty 1929.853087 = -2273373.396272 nChanged 320 SP:Iteration 12Q (14753.940346 sec): 3 clusters Score: Raw -2275517.130712 + Penalty 1929.853087 = -2273587.277625 nChanged 291 SP:Iteration 13Q (14753.980846 sec): 3 clusters Score: Raw -2275679.793476 + Penalty 1929.853087 = -2273749.940389 nChanged 279 SP:Iteration 14Q (14754.020814 sec): 3 clusters Score: Raw -2275790.504922 + Penalty 1929.853087 = -2273860.651835 nChanged 230 SP:Iteration 15Q (14754.060659 sec): 3 clusters Score: Raw -2275868.717756 + Penalty 1929.853087 = -2273938.864668 nChanged 231 SP:Iteration 16Q (14754.100028 sec): 3 clusters Score: Raw -2275938.816180 + Penalty 1929.853087 = -2274008.963093 nChanged 207 SP:Iteration 17Q (14754.139307 sec): 3 clusters Score: Raw -2275990.875204 + Penalty 1929.853087 = -2274061.022117 nChanged 172 SP:Iteration 18Q (14754.178215 sec): 3 clusters Score: Raw -2276026.429247 + Penalty 1929.853087 = -2274096.576160 nChanged 155 SP:Iteration 19Q (14754.217005 sec): 3 clusters Score: Raw -2276057.325497 + Penalty 1929.853087 = -2274127.472410 nChanged 142 SP:Iteration 20F (14754.258982 sec): 3 clusters Score: Raw -2276084.910250 + Penalty 1929.853087 = -2274155.057163 nChanged 136 SP:Iteration 21Q (14754.297906 sec): 3 clusters Score: Raw -2276110.112086 + Penalty 1929.853087 = -2274180.258999 nChanged 126 SP:Iteration 22Q (14754.336626 sec): 3 clusters Score: Raw -2276137.436087 + Penalty 1929.853087 = -2274207.582999 nChanged 127 SP:Iteration 23Q (14754.375059 sec): 3 clusters Score: Raw -2276162.218484 + Penalty 1929.853087 = -2274232.365397 nChanged 135 SP:Iteration 24Q (14754.413541 sec): 3 clusters Score: Raw -2276189.217833 + Penalty 1929.853087 = -2274259.364746 nChanged 123 SP:Iteration 25Q (14754.451865 sec): 3 clusters Score: Raw -2276213.496723 + Penalty 1929.853087 = -2274283.643636 nChanged 115 SP:Iteration 26Q (14754.490055 sec): 3 clusters Score: Raw -2276234.571844 + Penalty 1929.853087 = -2274304.718757 nChanged 104 SP:Iteration 27Q (14754.528301 sec): 3 clusters Score: Raw -2276252.964038 + Penalty 1929.853087 = -2274323.110950 nChanged 93 SP:Iteration 28Q (14754.566489 sec): 3 clusters Score: Raw -2276270.056589 + Penalty 1929.853087 = -2274340.203502 nChanged 103 SP:Iteration 29Q (14754.604394 sec): 3 clusters Score: Raw -2276287.184500 + Penalty 1929.853087 = -2274357.331413 nChanged 102 SP:Iteration 30Q (14754.642344 sec): 3 clusters Score: Raw -2276305.206289 + Penalty 1929.853087 = -2274375.353202 nChanged 101 SP:Iteration 31Q (14754.680213 sec): 3 clusters Score: Raw -2276322.411347 + Penalty 1929.853087 = -2274392.558259 nChanged 91 SP:Iteration 32Q (14754.718048 sec): 3 clusters Score: Raw -2276338.425478 + Penalty 1929.853087 = -2274408.572391 nChanged 102 SP:Iteration 33Q (14754.755663 sec): 3 clusters Score: Raw -2276360.247749 + Penalty 1929.853087 = -2274430.394661 nChanged 100 SP:Iteration 34Q (14754.793563 sec): 3 clusters Score: Raw -2276379.966081 + Penalty 1929.853087 = -2274450.112994 nChanged 90 SP:Iteration 35Q (14754.830749 sec): 3 clusters Score: Raw -2276395.815799 + Penalty 1929.853087 = -2274465.962712 nChanged 83 SP:Iteration 36Q (14754.868109 sec): 3 clusters Score: Raw -2276411.039909 + Penalty 1929.853087 = -2274481.186822 nChanged 72 SP:Iteration 37Q (14754.905318 sec): 3 clusters Score: Raw -2276424.297966 + Penalty 1929.853087 = -2274494.444879 nChanged 70 SP:Iteration 38Q (14754.942678 sec): 3 clusters Score: Raw -2276435.891048 + Penalty 1929.853087 = -2274506.037961 nChanged 67 SP:Iteration 39Q (14754.979795 sec): 3 clusters Score: Raw -2276445.686965 + Penalty 1929.853087 = -2274515.833878 nChanged 52 SP:Iteration 40F (14755.021765 sec): 3 clusters Score: Raw -2276454.631261 + Penalty 1929.853087 = -2274524.778174 nChanged 62 SP:Iteration 41Q (14755.058946 sec): 3 clusters Score: Raw -2276463.816352 + Penalty 1929.853087 = -2274533.963265 nChanged 60 SP:Iteration 42Q (14755.096251 sec): 3 clusters Score: Raw -2276474.741499 + Penalty 1929.853087 = -2274544.888412 nChanged 69 SP:Iteration 43Q (14755.133436 sec): 3 clusters Score: Raw -2276487.502163 + Penalty 1929.853087 = -2274557.649075 nChanged 65 SP:Iteration 44Q (14755.170580 sec): 3 clusters Score: Raw -2276498.145225 + Penalty 1929.853087 = -2274568.292138 nChanged 62 SP:Iteration 45Q (14755.207590 sec): 3 clusters Score: Raw -2276507.594098 + Penalty 1929.853087 = -2274577.741011 nChanged 53 SP:Iteration 46Q (14755.244676 sec): 3 clusters Score: Raw -2276515.208448 + Penalty 1929.853087 = -2274585.355361 nChanged 40 SP:Iteration 47Q (14755.281586 sec): 3 clusters Score: Raw -2276519.676894 + Penalty 1929.853087 = -2274589.823807 nChanged 30 SP:Iteration 48Q (14755.318552 sec): 3 clusters Score: Raw -2276523.293914 + Penalty 1929.853087 = -2274593.440827 nChanged 27 SP:Iteration 49Q (14755.355413 sec): 3 clusters Score: Raw -2276526.871186 + Penalty 1929.853087 = -2274597.018099 nChanged 18 SP:Iteration 50Q (14755.392327 sec): 3 clusters Score: Raw -2276529.003949 + Penalty 1929.853087 = -2274599.150862 nChanged 23 SP:Iteration 51Q (14755.429153 sec): 3 clusters Score: Raw -2276531.342220 + Penalty 1929.853087 = -2274601.489133 nChanged 22 SP:Iteration 52Q (14755.465873 sec): 3 clusters Score: Raw -2276533.490353 + Penalty 1929.853087 = -2274603.637266 nChanged 16 SP:Iteration 53Q (14755.502537 sec): 3 clusters Score: Raw -2276534.877362 + Penalty 1929.853087 = -2274605.024275 nChanged 15 SP:Iteration 54Q (14755.539290 sec): 3 clusters Score: Raw -2276536.242215 + Penalty 1929.853087 = -2274606.389128 nChanged 17 SP:Iteration 55Q (14755.575911 sec): 3 clusters Score: Raw -2276538.215372 + Penalty 1929.853087 = -2274608.362285 nChanged 20 SP:Iteration 56Q (14755.612697 sec): 3 clusters Score: Raw -2276540.552382 + Penalty 1929.853087 = -2274610.699295 nChanged 22 SP:Iteration 57Q (14755.649396 sec): 3 clusters Score: Raw -2276543.844574 + Penalty 1929.853087 = -2274613.991487 nChanged 17 SP:Iteration 58Q (14755.686024 sec): 3 clusters Score: Raw -2276546.153855 + Penalty 1929.853087 = -2274616.300768 nChanged 10 SP:Iteration 59Q (14755.722688 sec): 3 clusters Score: Raw -2276547.051047 + Penalty 1929.853087 = -2274617.197960 nChanged 9 SP:Iteration 60F (14755.764500 sec): 3 clusters Score: Raw -2276547.997876 + Penalty 1929.853087 = -2274618.144789 nChanged 9 SP:Iteration 61Q (14755.801475 sec): 3 clusters Score: Raw -2276548.851682 + Penalty 1929.853087 = -2274618.998595 nChanged 9 SP:Iteration 62Q (14755.838037 sec): 3 clusters Score: Raw -2276549.618957 + Penalty 1929.853087 = -2274619.765870 nChanged 10 SP:Iteration 63Q (14755.874758 sec): 3 clusters Score: Raw -2276550.266242 + Penalty 1929.853087 = -2274620.413155 nChanged 5 SP:Iteration 64Q (14755.911443 sec): 3 clusters Score: Raw -2276550.613424 + Penalty 1929.853087 = -2274620.760337 nChanged 3 SP:Iteration 65Q (14755.948004 sec): 3 clusters Score: Raw -2276550.697635 + Penalty 1929.853087 = -2274620.844548 nChanged 2 SP:Iteration 66Q (14755.984699 sec): 3 clusters Score: Raw -2276550.841246 + Penalty 1929.853087 = -2274620.988158 nChanged 1 SP:Iteration 67Q (14756.021336 sec): 3 clusters Score: Raw -2276550.917602 + Penalty 1929.853087 = -2274621.064515 nChanged 0 SP:Iteration 68F (14756.063124 sec): 3 clusters Score: Raw -2276550.917602 + Penalty 1929.853087 = -2274621.064515 nChanged 0 Trying to split cluster 4 (9554 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14756.083195 sec): 2 clusters Score: Raw -904335.352824 + Penalty 870.647943 = -903464.704881 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14756.108346 sec): 3 clusters Score: Raw -898726.714055 + Penalty 1741.295887 = -896985.418168 nChanged 4233 SP:Iteration 1F (14756.132637 sec): 3 clusters Score: Raw -901118.561132 + Penalty 1741.295887 = -899377.265245 nChanged 548 SP:Iteration 2F (14756.156904 sec): 3 clusters Score: Raw -901334.533568 + Penalty 1741.295887 = -899593.237681 nChanged 490 SP:Iteration 3F (14756.181105 sec): 3 clusters Score: Raw -901529.555410 + Penalty 1741.295887 = -899788.259523 nChanged 432 SP:Iteration 4Q (14756.205430 sec): 3 clusters Score: Raw -901706.257302 + Penalty 1741.295887 = -899964.961415 nChanged 408 SP:Iteration 5Q (14756.229918 sec): 3 clusters Score: Raw -901880.408047 + Penalty 1741.295887 = -900139.112160 nChanged 410 SP:Iteration 6Q (14756.254431 sec): 3 clusters Score: Raw -902077.483821 + Penalty 1741.295887 = -900336.187934 nChanged 428 SP:Iteration 7Q (14756.278904 sec): 3 clusters Score: Raw -902297.631291 + Penalty 1741.295887 = -900556.335404 nChanged 453 SP:Iteration 8Q (14756.303600 sec): 3 clusters Score: Raw -902560.520780 + Penalty 1741.295887 = -900819.224893 nChanged 434 SP:Iteration 9Q (14756.328047 sec): 3 clusters Score: Raw -902807.179317 + Penalty 1741.295887 = -901065.883430 nChanged 386 SP:Iteration 10Q (14756.352422 sec): 3 clusters Score: Raw -903059.954303 + Penalty 1741.295887 = -901318.658416 nChanged 348 SP:Iteration 11Q (14756.376907 sec): 3 clusters Score: Raw -903289.212323 + Penalty 1741.295887 = -901547.916436 nChanged 329 SP:Iteration 12Q (14756.401030 sec): 3 clusters Score: Raw -903490.355607 + Penalty 1741.295887 = -901749.059720 nChanged 267 SP:Iteration 13Q (14756.425111 sec): 3 clusters Score: Raw -903634.652994 + Penalty 1741.295887 = -901893.357107 nChanged 190 SP:Iteration 14Q (14756.448918 sec): 3 clusters Score: Raw -903725.971661 + Penalty 1741.295887 = -901984.675774 nChanged 185 SP:Iteration 15Q (14756.472445 sec): 3 clusters Score: Raw -903810.428986 + Penalty 1741.295887 = -902069.133099 nChanged 134 SP:Iteration 16Q (14756.495910 sec): 3 clusters Score: Raw -903870.601270 + Penalty 1741.295887 = -902129.305384 nChanged 114 SP:Iteration 17Q (14756.519378 sec): 3 clusters Score: Raw -903920.456339 + Penalty 1741.295887 = -902179.160452 nChanged 112 SP:Iteration 18Q (14756.542844 sec): 3 clusters Score: Raw -903968.903879 + Penalty 1741.295887 = -902227.607992 nChanged 95 SP:Iteration 19Q (14756.566161 sec): 3 clusters Score: Raw -904010.467346 + Penalty 1741.295887 = -902269.171460 nChanged 98 SP:Iteration 20F (14756.590465 sec): 3 clusters Score: Raw -904057.301704 + Penalty 1741.295887 = -902316.005817 nChanged 97 SP:Iteration 21Q (14756.613460 sec): 3 clusters Score: Raw -904099.298539 + Penalty 1741.295887 = -902358.002652 nChanged 94 SP:Iteration 22Q (14756.636935 sec): 3 clusters Score: Raw -904132.589197 + Penalty 1741.295887 = -902391.293311 nChanged 74 SP:Iteration 23Q (14756.660310 sec): 3 clusters Score: Raw -904161.319062 + Penalty 1741.295887 = -902420.023175 nChanged 79 SP:Iteration 24Q (14756.683438 sec): 3 clusters Score: Raw -904186.931824 + Penalty 1741.295887 = -902445.635937 nChanged 65 SP:Iteration 25Q (14756.706379 sec): 3 clusters Score: Raw -904204.031529 + Penalty 1741.295887 = -902462.735643 nChanged 55 SP:Iteration 26Q (14756.729262 sec): 3 clusters Score: Raw -904217.419420 + Penalty 1741.295887 = -902476.123533 nChanged 50 SP:Iteration 27Q (14756.752131 sec): 3 clusters Score: Raw -904231.200128 + Penalty 1741.295887 = -902489.904241 nChanged 53 SP:Iteration 28Q (14756.774860 sec): 3 clusters Score: Raw -904245.876079 + Penalty 1741.295887 = -902504.580192 nChanged 52 SP:Iteration 29Q (14756.797604 sec): 3 clusters Score: Raw -904257.813796 + Penalty 1741.295887 = -902516.517909 nChanged 37 SP:Iteration 30Q (14756.844752 sec): 3 clusters Score: Raw -904266.747728 + Penalty 1741.295887 = -902525.451841 nChanged 32 SP:Iteration 31Q (14756.867267 sec): 3 clusters Score: Raw -904274.318678 + Penalty 1741.295887 = -902533.022791 nChanged 42 SP:Iteration 32Q (14756.890003 sec): 3 clusters Score: Raw -904285.374345 + Penalty 1741.295887 = -902544.078459 nChanged 37 SP:Iteration 33Q (14756.918145 sec): 3 clusters Score: Raw -904293.324772 + Penalty 1741.295887 = -902552.028885 nChanged 30 SP:Iteration 34Q (14756.940709 sec): 3 clusters Score: Raw -904301.817503 + Penalty 1741.295887 = -902560.521616 nChanged 38 SP:Iteration 35Q (14756.963565 sec): 3 clusters Score: Raw -904312.184075 + Penalty 1741.295887 = -902570.888189 nChanged 29 SP:Iteration 36Q (14756.986145 sec): 3 clusters Score: Raw -904319.713781 + Penalty 1741.295887 = -902578.417894 nChanged 25 SP:Iteration 37Q (14757.008892 sec): 3 clusters Score: Raw -904325.422744 + Penalty 1741.295887 = -902584.126858 nChanged 22 SP:Iteration 38Q (14757.031348 sec): 3 clusters Score: Raw -904330.270587 + Penalty 1741.295887 = -902588.974701 nChanged 18 SP:Iteration 39Q (14757.053890 sec): 3 clusters Score: Raw -904335.354915 + Penalty 1741.295887 = -902594.059028 nChanged 22 SP:Iteration 40F (14757.078060 sec): 3 clusters Score: Raw -904340.795184 + Penalty 1741.295887 = -902599.499297 nChanged 24 SP:Iteration 41Q (14757.100708 sec): 3 clusters Score: Raw -904346.428733 + Penalty 1741.295887 = -902605.132846 nChanged 20 SP:Iteration 42Q (14757.123544 sec): 3 clusters Score: Raw -904350.675694 + Penalty 1741.295887 = -902609.379807 nChanged 18 SP:Iteration 43Q (14757.146013 sec): 3 clusters Score: Raw -904356.393593 + Penalty 1741.295887 = -902615.097706 nChanged 24 SP:Iteration 44Q (14757.168608 sec): 3 clusters Score: Raw -904365.266878 + Penalty 1741.295887 = -902623.970991 nChanged 32 SP:Iteration 45Q (14757.191057 sec): 3 clusters Score: Raw -904376.985385 + Penalty 1741.295887 = -902635.689498 nChanged 24 SP:Iteration 46Q (14757.213614 sec): 3 clusters Score: Raw -904382.913260 + Penalty 1741.295887 = -902641.617373 nChanged 19 SP:Iteration 47Q (14757.236360 sec): 3 clusters Score: Raw -904387.684574 + Penalty 1741.295887 = -902646.388687 nChanged 15 SP:Iteration 48Q (14757.258882 sec): 3 clusters Score: Raw -904391.101656 + Penalty 1741.295887 = -902649.805769 nChanged 11 SP:Iteration 49Q (14757.281451 sec): 3 clusters Score: Raw -904393.471546 + Penalty 1741.295887 = -902652.175659 nChanged 5 SP:Iteration 50Q (14757.303986 sec): 3 clusters Score: Raw -904394.778159 + Penalty 1741.295887 = -902653.482272 nChanged 9 SP:Iteration 51Q (14757.326459 sec): 3 clusters Score: Raw -904396.693664 + Penalty 1741.295887 = -902655.397777 nChanged 6 SP:Iteration 52Q (14757.348857 sec): 3 clusters Score: Raw -904397.539268 + Penalty 1741.295887 = -902656.243381 nChanged 5 SP:Iteration 53Q (14757.371187 sec): 3 clusters Score: Raw -904398.042743 + Penalty 1741.295887 = -902656.746856 nChanged 2 SP:Iteration 54Q (14757.393617 sec): 3 clusters Score: Raw -904398.510458 + Penalty 1741.295887 = -902657.214571 nChanged 3 SP:Iteration 55Q (14757.416337 sec): 3 clusters Score: Raw -904399.180326 + Penalty 1741.295887 = -902657.884439 nChanged 5 SP:Iteration 56Q (14757.439008 sec): 3 clusters Score: Raw -904400.079243 + Penalty 1741.295887 = -902658.783356 nChanged 8 SP:Iteration 57Q (14757.461436 sec): 3 clusters Score: Raw -904401.104223 + Penalty 1741.295887 = -902659.808337 nChanged 5 SP:Iteration 58Q (14757.483952 sec): 3 clusters Score: Raw -904402.090359 + Penalty 1741.295887 = -902660.794473 nChanged 4 SP:Iteration 59Q (14757.506258 sec): 3 clusters Score: Raw -904403.015451 + Penalty 1741.295887 = -902661.719564 nChanged 10 SP:Iteration 60F (14757.530663 sec): 3 clusters Score: Raw -904404.663517 + Penalty 1741.295887 = -902663.367630 nChanged 9 SP:Iteration 61Q (14757.553102 sec): 3 clusters Score: Raw -904406.267725 + Penalty 1741.295887 = -902664.971838 nChanged 12 SP:Iteration 62Q (14757.575570 sec): 3 clusters Score: Raw -904409.302323 + Penalty 1741.295887 = -902668.006436 nChanged 18 SP:Iteration 63Q (14757.597883 sec): 3 clusters Score: Raw -904412.529994 + Penalty 1741.295887 = -902671.234107 nChanged 12 SP:Iteration 64Q (14757.620581 sec): 3 clusters Score: Raw -904415.554874 + Penalty 1741.295887 = -902674.258987 nChanged 21 SP:Iteration 65Q (14757.643033 sec): 3 clusters Score: Raw -904420.897282 + Penalty 1741.295887 = -902679.601396 nChanged 16 SP:Iteration 66Q (14757.665467 sec): 3 clusters Score: Raw -904425.101846 + Penalty 1741.295887 = -902683.805960 nChanged 23 SP:Iteration 67Q (14757.688097 sec): 3 clusters Score: Raw -904433.881522 + Penalty 1741.295887 = -902692.585635 nChanged 24 SP:Iteration 68Q (14757.710397 sec): 3 clusters Score: Raw -904443.365869 + Penalty 1741.295887 = -902702.069982 nChanged 31 SP:Iteration 69Q (14757.732720 sec): 3 clusters Score: Raw -904451.964720 + Penalty 1741.295887 = -902710.668833 nChanged 19 SP:Iteration 70Q (14757.755117 sec): 3 clusters Score: Raw -904457.259067 + Penalty 1741.295887 = -902715.963180 nChanged 17 SP:Iteration 71Q (14757.777501 sec): 3 clusters Score: Raw -904460.705368 + Penalty 1741.295887 = -902719.409481 nChanged 21 SP:Iteration 72Q (14757.799841 sec): 3 clusters Score: Raw -904466.415677 + Penalty 1741.295887 = -902725.119790 nChanged 17 SP:Iteration 73Q (14757.822262 sec): 3 clusters Score: Raw -904469.375621 + Penalty 1741.295887 = -902728.079734 nChanged 7 SP:Iteration 74Q (14757.844474 sec): 3 clusters Score: Raw -904471.036938 + Penalty 1741.295887 = -902729.741051 nChanged 4 SP:Iteration 75Q (14757.866641 sec): 3 clusters Score: Raw -904471.918971 + Penalty 1741.295887 = -902730.623085 nChanged 6 SP:Iteration 76Q (14757.889082 sec): 3 clusters Score: Raw -904472.582346 + Penalty 1741.295887 = -902731.286459 nChanged 2 SP:Iteration 77Q (14757.911363 sec): 3 clusters Score: Raw -904472.824312 + Penalty 1741.295887 = -902731.528426 nChanged 1 SP:Iteration 78Q (14757.933873 sec): 3 clusters Score: Raw -904473.019701 + Penalty 1741.295887 = -902731.723814 nChanged 1 SP:Iteration 79Q (14757.956204 sec): 3 clusters Score: Raw -904473.142696 + Penalty 1741.295887 = -902731.846809 nChanged 1 SP:Iteration 80F (14757.980282 sec): 3 clusters Score: Raw -904473.164431 + Penalty 1741.295887 = -902731.868545 nChanged 0 Trying to split cluster 5 (47345 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14758.040041 sec): 2 clusters Score: Raw -4132468.438256 + Penalty 1022.695567 = -4131445.742689 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14758.111419 sec): 3 clusters Score: Raw -4101981.003822 + Penalty 2045.391134 = -4099935.612688 nChanged 22481 SP:Iteration 1F (14758.174888 sec): 3 clusters Score: Raw -4115397.254183 + Penalty 2045.391134 = -4113351.863048 nChanged 2163 SP:Iteration 2Q (14758.245152 sec): 3 clusters Score: Raw -4116204.993151 + Penalty 2045.391134 = -4114159.602016 nChanged 2421 SP:Iteration 3F (14758.311216 sec): 3 clusters Score: Raw -4117231.490738 + Penalty 2045.391134 = -4115186.099604 nChanged 2808 SP:Iteration 4F (14758.377440 sec): 3 clusters Score: Raw -4118590.757639 + Penalty 2045.391134 = -4116545.366505 nChanged 3074 SP:Iteration 5F (14758.443672 sec): 3 clusters Score: Raw -4120238.354925 + Penalty 2045.391134 = -4118192.963791 nChanged 3169 SP:Iteration 6F (14758.510236 sec): 3 clusters Score: Raw -4122074.632097 + Penalty 2045.391134 = -4120029.240962 nChanged 3079 SP:Iteration 7F (14758.575759 sec): 3 clusters Score: Raw -4124017.499552 + Penalty 2045.391134 = -4121972.108418 nChanged 2675 SP:Iteration 8F (14758.641914 sec): 3 clusters Score: Raw -4125776.386907 + Penalty 2045.391134 = -4123730.995773 nChanged 2086 SP:Iteration 9Q (14758.712688 sec): 3 clusters Score: Raw -4127185.760106 + Penalty 2045.391134 = -4125140.368971 nChanged 1671 SP:Iteration 10Q (14758.782181 sec): 3 clusters Score: Raw -4128343.734312 + Penalty 2045.391134 = -4126298.343178 nChanged 1343 SP:Iteration 11Q (14758.851417 sec): 3 clusters Score: Raw -4129271.170573 + Penalty 2045.391134 = -4127225.779438 nChanged 1107 SP:Iteration 12Q (14758.919350 sec): 3 clusters Score: Raw -4130015.667265 + Penalty 2045.391134 = -4127970.276131 nChanged 948 SP:Iteration 13Q (14758.985526 sec): 3 clusters Score: Raw -4130643.567724 + Penalty 2045.391134 = -4128598.176589 nChanged 825 SP:Iteration 14Q (14759.049652 sec): 3 clusters Score: Raw -4131181.335284 + Penalty 2045.391134 = -4129135.944150 nChanged 665 SP:Iteration 15Q (14759.112268 sec): 3 clusters Score: Raw -4131552.254709 + Penalty 2045.391134 = -4129506.863574 nChanged 541 SP:Iteration 16Q (14759.173374 sec): 3 clusters Score: Raw -4131831.007507 + Penalty 2045.391134 = -4129785.616373 nChanged 434 SP:Iteration 17Q (14759.233497 sec): 3 clusters Score: Raw -4132047.173224 + Penalty 2045.391134 = -4130001.782089 nChanged 412 SP:Iteration 18Q (14759.293562 sec): 3 clusters Score: Raw -4132262.695077 + Penalty 2045.391134 = -4130217.303942 nChanged 329 SP:Iteration 19Q (14759.352418 sec): 3 clusters Score: Raw -4132446.324545 + Penalty 2045.391134 = -4130400.933411 nChanged 261 SP:Iteration 20F (14759.416731 sec): 3 clusters Score: Raw -4132604.572624 + Penalty 2045.391134 = -4130559.181490 nChanged 210 SP:Iteration 21Q (14759.475226 sec): 3 clusters Score: Raw -4132737.689754 + Penalty 2045.391134 = -4130692.298620 nChanged 166 SP:Iteration 22Q (14759.531690 sec): 3 clusters Score: Raw -4132845.512662 + Penalty 2045.391134 = -4130800.121528 nChanged 134 SP:Iteration 23Q (14759.588137 sec): 3 clusters Score: Raw -4132926.720300 + Penalty 2045.391134 = -4130881.329166 nChanged 104 SP:Iteration 24Q (14759.645362 sec): 3 clusters Score: Raw -4132973.751674 + Penalty 2045.391134 = -4130928.360540 nChanged 75 SP:Iteration 25Q (14759.701735 sec): 3 clusters Score: Raw -4133006.486206 + Penalty 2045.391134 = -4130961.095072 nChanged 66 SP:Iteration 26Q (14759.757476 sec): 3 clusters Score: Raw -4133031.035232 + Penalty 2045.391134 = -4130985.644097 nChanged 51 SP:Iteration 27Q (14759.813330 sec): 3 clusters Score: Raw -4133047.531276 + Penalty 2045.391134 = -4131002.140142 nChanged 30 SP:Iteration 28Q (14759.869169 sec): 3 clusters Score: Raw -4133056.650429 + Penalty 2045.391134 = -4131011.259295 nChanged 25 SP:Iteration 29Q (14759.925350 sec): 3 clusters Score: Raw -4133062.060726 + Penalty 2045.391134 = -4131016.669592 nChanged 17 SP:Iteration 30Q (14759.981546 sec): 3 clusters Score: Raw -4133065.782146 + Penalty 2045.391134 = -4131020.391011 nChanged 12 SP:Iteration 31Q (14760.038155 sec): 3 clusters Score: Raw -4133067.677958 + Penalty 2045.391134 = -4131022.286824 nChanged 7 SP:Iteration 32Q (14760.094013 sec): 3 clusters Score: Raw -4133068.563237 + Penalty 2045.391134 = -4131023.172103 nChanged 4 SP:Iteration 33Q (14760.150096 sec): 3 clusters Score: Raw -4133069.500677 + Penalty 2045.391134 = -4131024.109542 nChanged 4 SP:Iteration 34Q (14760.206174 sec): 3 clusters Score: Raw -4133070.208592 + Penalty 2045.391134 = -4131024.817457 nChanged 2 SP:Iteration 35Q (14760.262357 sec): 3 clusters Score: Raw -4133070.366446 + Penalty 2045.391134 = -4131024.975312 nChanged 1 SP:Iteration 36Q (14760.318340 sec): 3 clusters Score: Raw -4133070.579646 + Penalty 2045.391134 = -4131025.188512 nChanged 5 SP:Iteration 37Q (14760.373967 sec): 3 clusters Score: Raw -4133071.802882 + Penalty 2045.391134 = -4131026.411748 nChanged 3 SP:Iteration 38Q (14760.430044 sec): 3 clusters Score: Raw -4133072.669434 + Penalty 2045.391134 = -4131027.278300 nChanged 4 SP:Iteration 39Q (14760.485598 sec): 3 clusters Score: Raw -4133073.358989 + Penalty 2045.391134 = -4131027.967855 nChanged 3 SP:Iteration 40F (14760.548858 sec): 3 clusters Score: Raw -4133073.813112 + Penalty 2045.391134 = -4131028.421978 nChanged 5 SP:Iteration 41Q (14760.606445 sec): 3 clusters Score: Raw -4133074.758912 + Penalty 2045.391134 = -4131029.367778 nChanged 5 SP:Iteration 42Q (14760.661697 sec): 3 clusters Score: Raw -4133075.938930 + Penalty 2045.391134 = -4131030.547795 nChanged 2 SP:Iteration 43Q (14760.717602 sec): 3 clusters Score: Raw -4133076.122983 + Penalty 2045.391134 = -4131030.731849 nChanged 0 SP:Iteration 44F (14760.781536 sec): 3 clusters Score: Raw -4133076.122983 + Penalty 2045.391134 = -4131030.731849 nChanged 0 Trying to split cluster 6 (27382 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14760.809929 sec): 2 clusters Score: Raw -2587325.113894 + Penalty 970.675909 = -2586354.437985 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14760.856842 sec): 3 clusters Score: Raw -2569960.116034 + Penalty 1941.351817 = -2568018.764217 nChanged 12872 SP:Iteration 1F (14760.900795 sec): 3 clusters Score: Raw -2577381.336105 + Penalty 1941.351817 = -2575439.984288 nChanged 1291 SP:Iteration 2Q (14760.945434 sec): 3 clusters Score: Raw -2577900.333014 + Penalty 1941.351817 = -2575958.981197 nChanged 1429 SP:Iteration 3F (14760.988999 sec): 3 clusters Score: Raw -2578605.406363 + Penalty 1941.351817 = -2576664.054546 nChanged 1587 SP:Iteration 4F (14761.032602 sec): 3 clusters Score: Raw -2579585.070473 + Penalty 1941.351817 = -2577643.718656 nChanged 1798 SP:Iteration 5F (14761.076228 sec): 3 clusters Score: Raw -2580920.207544 + Penalty 1941.351817 = -2578978.855727 nChanged 1891 SP:Iteration 6F (14761.119987 sec): 3 clusters Score: Raw -2582472.222200 + Penalty 1941.351817 = -2580530.870383 nChanged 1652 SP:Iteration 7F (14761.188116 sec): 3 clusters Score: Raw -2583941.532840 + Penalty 1941.351817 = -2582000.181023 nChanged 1279 SP:Iteration 8Q (14761.229862 sec): 3 clusters Score: Raw -2585149.923366 + Penalty 1941.351817 = -2583208.571549 nChanged 911 SP:Iteration 9Q (14761.271350 sec): 3 clusters Score: Raw -2586066.213964 + Penalty 1941.351817 = -2584124.862147 nChanged 631 SP:Iteration 10Q (14761.311519 sec): 3 clusters Score: Raw -2586746.941569 + Penalty 1941.351817 = -2584805.589752 nChanged 477 SP:Iteration 11Q (14761.350491 sec): 3 clusters Score: Raw -2587172.215069 + Penalty 1941.351817 = -2585230.863252 nChanged 377 SP:Iteration 12Q (14761.389094 sec): 3 clusters Score: Raw -2587424.948250 + Penalty 1941.351817 = -2585483.596433 nChanged 304 SP:Iteration 13Q (14761.427350 sec): 3 clusters Score: Raw -2587594.630145 + Penalty 1941.351817 = -2585653.278328 nChanged 231 SP:Iteration 14Q (14761.465329 sec): 3 clusters Score: Raw -2587704.427504 + Penalty 1941.351817 = -2585763.075687 nChanged 214 SP:Iteration 15Q (14761.503276 sec): 3 clusters Score: Raw -2587790.184896 + Penalty 1941.351817 = -2585848.833079 nChanged 149 SP:Iteration 16Q (14761.541500 sec): 3 clusters Score: Raw -2587837.283008 + Penalty 1941.351817 = -2585895.931191 nChanged 109 SP:Iteration 17Q (14761.579455 sec): 3 clusters Score: Raw -2587863.881876 + Penalty 1941.351817 = -2585922.530059 nChanged 94 SP:Iteration 18Q (14761.617313 sec): 3 clusters Score: Raw -2587883.091841 + Penalty 1941.351817 = -2585941.740024 nChanged 57 SP:Iteration 19Q (14761.655324 sec): 3 clusters Score: Raw -2587894.154912 + Penalty 1941.351817 = -2585952.803095 nChanged 47 SP:Iteration 20F (14761.698564 sec): 3 clusters Score: Raw -2587906.404389 + Penalty 1941.351817 = -2585965.052572 nChanged 30 SP:Iteration 21Q (14761.736940 sec): 3 clusters Score: Raw -2587911.507698 + Penalty 1941.351817 = -2585970.155881 nChanged 27 SP:Iteration 22Q (14761.775011 sec): 3 clusters Score: Raw -2587915.178464 + Penalty 1941.351817 = -2585973.826647 nChanged 27 SP:Iteration 23Q (14761.812825 sec): 3 clusters Score: Raw -2587918.218720 + Penalty 1941.351817 = -2585976.866903 nChanged 21 SP:Iteration 24Q (14761.850842 sec): 3 clusters Score: Raw -2587920.854890 + Penalty 1941.351817 = -2585979.503073 nChanged 19 SP:Iteration 25Q (14761.888825 sec): 3 clusters Score: Raw -2587922.507315 + Penalty 1941.351817 = -2585981.155498 nChanged 19 SP:Iteration 26Q (14761.927066 sec): 3 clusters Score: Raw -2587923.823227 + Penalty 1941.351817 = -2585982.471410 nChanged 15 SP:Iteration 27Q (14761.965046 sec): 3 clusters Score: Raw -2587924.967260 + Penalty 1941.351817 = -2585983.615443 nChanged 13 SP:Iteration 28Q (14762.003223 sec): 3 clusters Score: Raw -2587925.952201 + Penalty 1941.351817 = -2585984.600384 nChanged 15 SP:Iteration 29Q (14762.041308 sec): 3 clusters Score: Raw -2587927.199871 + Penalty 1941.351817 = -2585985.848054 nChanged 12 SP:Iteration 30Q (14762.079343 sec): 3 clusters Score: Raw -2587928.132944 + Penalty 1941.351817 = -2585986.781127 nChanged 11 SP:Iteration 31Q (14762.117487 sec): 3 clusters Score: Raw -2587928.764602 + Penalty 1941.351817 = -2585987.412785 nChanged 7 SP:Iteration 32Q (14762.155459 sec): 3 clusters Score: Raw -2587929.174897 + Penalty 1941.351817 = -2585987.823080 nChanged 5 SP:Iteration 33Q (14762.193572 sec): 3 clusters Score: Raw -2587929.686758 + Penalty 1941.351817 = -2585988.334941 nChanged 4 SP:Iteration 34Q (14762.231708 sec): 3 clusters Score: Raw -2587930.193221 + Penalty 1941.351817 = -2585988.841404 nChanged 4 SP:Iteration 35Q (14762.269703 sec): 3 clusters Score: Raw -2587930.521502 + Penalty 1941.351817 = -2585989.169685 nChanged 5 SP:Iteration 36Q (14762.307812 sec): 3 clusters Score: Raw -2587930.822269 + Penalty 1941.351817 = -2585989.470452 nChanged 5 SP:Iteration 37Q (14762.345904 sec): 3 clusters Score: Raw -2587931.005348 + Penalty 1941.351817 = -2585989.653531 nChanged 1 SP:Iteration 38Q (14762.383775 sec): 3 clusters Score: Raw -2587931.031079 + Penalty 1941.351817 = -2585989.679262 nChanged 3 SP:Iteration 39Q (14762.421798 sec): 3 clusters Score: Raw -2587931.164156 + Penalty 1941.351817 = -2585989.812339 nChanged 2 SP:Iteration 40F (14762.465211 sec): 3 clusters Score: Raw -2587931.253533 + Penalty 1941.351817 = -2585989.901716 nChanged 1 SP:Iteration 41Q (14762.503469 sec): 3 clusters Score: Raw -2587931.318420 + Penalty 1941.351817 = -2585989.966603 nChanged 1 SP:Iteration 42Q (14762.541699 sec): 3 clusters Score: Raw -2587931.349177 + Penalty 1941.351817 = -2585989.997360 nChanged 0 SP:Iteration 43F (14762.585050 sec): 3 clusters Score: Raw -2587931.349177 + Penalty 1941.351817 = -2585989.997360 nChanged 0 Trying to split cluster 7 (83042 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14762.674560 sec): 2 clusters Score: Raw -7840581.900502 + Penalty 1076.074669 = -7839505.825833 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14762.785943 sec): 3 clusters Score: Raw -7786175.389817 + Penalty 2152.149339 = -7784023.240478 nChanged 39946 SP:Iteration 1F (14762.895679 sec): 3 clusters Score: Raw -7810578.432803 + Penalty 2152.149339 = -7808426.283464 nChanged 3465 SP:Iteration 2Q (14763.011684 sec): 3 clusters Score: Raw -7811963.816277 + Penalty 2152.149339 = -7809811.666938 nChanged 3943 SP:Iteration 3Q (14763.127741 sec): 3 clusters Score: Raw -7813879.568425 + Penalty 2152.149339 = -7811727.419086 nChanged 4483 SP:Iteration 4F (14763.237180 sec): 3 clusters Score: Raw -7816563.925111 + Penalty 2152.149339 = -7814411.775772 nChanged 5043 SP:Iteration 5F (14763.346441 sec): 3 clusters Score: Raw -7820164.546557 + Penalty 2152.149339 = -7818012.397218 nChanged 5365 SP:Iteration 6F (14763.455741 sec): 3 clusters Score: Raw -7824274.662772 + Penalty 2152.149339 = -7822122.513434 nChanged 4865 SP:Iteration 7F (14763.564861 sec): 3 clusters Score: Raw -7827391.394204 + Penalty 2152.149339 = -7825239.244865 nChanged 3596 SP:Iteration 8Q (14763.677311 sec): 3 clusters Score: Raw -7828983.987839 + Penalty 2152.149339 = -7826831.838500 nChanged 2271 SP:Iteration 9Q (14763.788310 sec): 3 clusters Score: Raw -7829754.135916 + Penalty 2152.149339 = -7827601.986578 nChanged 1626 SP:Iteration 10Q (14763.898234 sec): 3 clusters Score: Raw -7830305.967465 + Penalty 2152.149339 = -7828153.818127 nChanged 1413 SP:Iteration 11Q (14764.007384 sec): 3 clusters Score: Raw -7830797.789811 + Penalty 2152.149339 = -7828645.640472 nChanged 1424 SP:Iteration 12Q (14764.115795 sec): 3 clusters Score: Raw -7831326.653569 + Penalty 2152.149339 = -7829174.504230 nChanged 1462 SP:Iteration 13Q (14764.223423 sec): 3 clusters Score: Raw -7831922.693780 + Penalty 2152.149339 = -7829770.544441 nChanged 1507 SP:Iteration 14Q (14764.330601 sec): 3 clusters Score: Raw -7832541.398008 + Penalty 2152.149339 = -7830389.248669 nChanged 1478 SP:Iteration 15Q (14764.436863 sec): 3 clusters Score: Raw -7833168.854600 + Penalty 2152.149339 = -7831016.705261 nChanged 1455 SP:Iteration 16Q (14764.542442 sec): 3 clusters Score: Raw -7833767.301997 + Penalty 2152.149339 = -7831615.152659 nChanged 1401 SP:Iteration 17Q (14764.647182 sec): 3 clusters Score: Raw -7834357.866921 + Penalty 2152.149339 = -7832205.717582 nChanged 1398 SP:Iteration 18Q (14764.751060 sec): 3 clusters Score: Raw -7834959.629929 + Penalty 2152.149339 = -7832807.480590 nChanged 1284 SP:Iteration 19Q (14764.853857 sec): 3 clusters Score: Raw -7835491.641416 + Penalty 2152.149339 = -7833339.492077 nChanged 1169 SP:Iteration 20F (14764.963156 sec): 3 clusters Score: Raw -7835956.994222 + Penalty 2152.149339 = -7833804.844883 nChanged 1124 SP:Iteration 21Q (14765.063792 sec): 3 clusters Score: Raw -7836419.978821 + Penalty 2152.149339 = -7834267.829483 nChanged 1128 SP:Iteration 22Q (14765.164998 sec): 3 clusters Score: Raw -7836886.492645 + Penalty 2152.149339 = -7834734.343306 nChanged 1003 SP:Iteration 23Q (14765.264435 sec): 3 clusters Score: Raw -7837284.662072 + Penalty 2152.149339 = -7835132.512734 nChanged 977 SP:Iteration 24Q (14765.363080 sec): 3 clusters Score: Raw -7837687.677119 + Penalty 2152.149339 = -7835535.527780 nChanged 934 SP:Iteration 25Q (14765.460745 sec): 3 clusters Score: Raw -7838085.899731 + Penalty 2152.149339 = -7835933.750392 nChanged 906 SP:Iteration 26Q (14765.559789 sec): 3 clusters Score: Raw -7838489.125723 + Penalty 2152.149339 = -7836336.976384 nChanged 827 SP:Iteration 27Q (14765.655763 sec): 3 clusters Score: Raw -7838856.232439 + Penalty 2152.149339 = -7836704.083100 nChanged 760 SP:Iteration 28Q (14765.751342 sec): 3 clusters Score: Raw -7839208.686490 + Penalty 2152.149339 = -7837056.537151 nChanged 677 SP:Iteration 29Q (14765.846049 sec): 3 clusters Score: Raw -7839525.129753 + Penalty 2152.149339 = -7837372.980415 nChanged 590 SP:Iteration 30Q (14765.939790 sec): 3 clusters Score: Raw -7839810.738754 + Penalty 2152.149339 = -7837658.589415 nChanged 488 SP:Iteration 31Q (14766.033023 sec): 3 clusters Score: Raw -7840054.682986 + Penalty 2152.149339 = -7837902.533648 nChanged 409 SP:Iteration 32Q (14766.125325 sec): 3 clusters Score: Raw -7840260.068852 + Penalty 2152.149339 = -7838107.919513 nChanged 349 SP:Iteration 33Q (14766.216704 sec): 3 clusters Score: Raw -7840427.044832 + Penalty 2152.149339 = -7838274.895493 nChanged 265 SP:Iteration 34Q (14766.307988 sec): 3 clusters Score: Raw -7840547.130487 + Penalty 2152.149339 = -7838394.981148 nChanged 224 SP:Iteration 35Q (14766.399019 sec): 3 clusters Score: Raw -7840639.897673 + Penalty 2152.149339 = -7838487.748334 nChanged 143 SP:Iteration 36Q (14766.489483 sec): 3 clusters Score: Raw -7840690.937048 + Penalty 2152.149339 = -7838538.787710 nChanged 114 SP:Iteration 37Q (14766.579826 sec): 3 clusters Score: Raw -7840727.211120 + Penalty 2152.149339 = -7838575.061781 nChanged 84 SP:Iteration 38Q (14766.670156 sec): 3 clusters Score: Raw -7840751.692080 + Penalty 2152.149339 = -7838599.542742 nChanged 62 SP:Iteration 39Q (14766.760564 sec): 3 clusters Score: Raw -7840768.933125 + Penalty 2152.149339 = -7838616.783786 nChanged 57 SP:Iteration 40F (14766.868697 sec): 3 clusters Score: Raw -7840786.680175 + Penalty 2152.149339 = -7838634.530836 nChanged 54 SP:Iteration 41Q (14766.959023 sec): 3 clusters Score: Raw -7840803.823078 + Penalty 2152.149339 = -7838651.673740 nChanged 53 SP:Iteration 42Q (14767.049270 sec): 3 clusters Score: Raw -7840819.958963 + Penalty 2152.149339 = -7838667.809624 nChanged 42 SP:Iteration 43Q (14767.139573 sec): 3 clusters Score: Raw -7840833.123739 + Penalty 2152.149339 = -7838680.974401 nChanged 39 SP:Iteration 44Q (14767.229574 sec): 3 clusters Score: Raw -7840846.496976 + Penalty 2152.149339 = -7838694.347637 nChanged 39 SP:Iteration 45Q (14767.319411 sec): 3 clusters Score: Raw -7840860.416190 + Penalty 2152.149339 = -7838708.266852 nChanged 33 SP:Iteration 46Q (14767.413990 sec): 3 clusters Score: Raw -7840870.434836 + Penalty 2152.149339 = -7838718.285497 nChanged 27 SP:Iteration 47Q (14767.504875 sec): 3 clusters Score: Raw -7840877.401836 + Penalty 2152.149339 = -7838725.252497 nChanged 25 SP:Iteration 48Q (14767.611845 sec): 3 clusters Score: Raw -7840883.460282 + Penalty 2152.149339 = -7838731.310943 nChanged 16 SP:Iteration 49Q (14767.703034 sec): 3 clusters Score: Raw -7840888.741764 + Penalty 2152.149339 = -7838736.592425 nChanged 26 SP:Iteration 50Q (14767.794162 sec): 3 clusters Score: Raw -7840897.014846 + Penalty 2152.149339 = -7838744.865507 nChanged 22 SP:Iteration 51Q (14767.884115 sec): 3 clusters Score: Raw -7840902.309715 + Penalty 2152.149339 = -7838750.160376 nChanged 19 SP:Iteration 52Q (14767.973922 sec): 3 clusters Score: Raw -7840907.815080 + Penalty 2152.149339 = -7838755.665741 nChanged 18 SP:Iteration 53Q (14768.063788 sec): 3 clusters Score: Raw -7840913.904823 + Penalty 2152.149339 = -7838761.755484 nChanged 15 SP:Iteration 54Q (14768.153560 sec): 3 clusters Score: Raw -7840917.870322 + Penalty 2152.149339 = -7838765.720983 nChanged 15 SP:Iteration 55Q (14768.243355 sec): 3 clusters Score: Raw -7840921.909086 + Penalty 2152.149339 = -7838769.759747 nChanged 13 SP:Iteration 56Q (14768.333049 sec): 3 clusters Score: Raw -7840925.763660 + Penalty 2152.149339 = -7838773.614321 nChanged 16 SP:Iteration 57Q (14768.423142 sec): 3 clusters Score: Raw -7840930.501796 + Penalty 2152.149339 = -7838778.352457 nChanged 17 SP:Iteration 58Q (14768.520671 sec): 3 clusters Score: Raw -7840935.992059 + Penalty 2152.149339 = -7838783.842720 nChanged 19 SP:Iteration 59Q (14768.610574 sec): 3 clusters Score: Raw -7840943.168672 + Penalty 2152.149339 = -7838791.019334 nChanged 12 SP:Iteration 60F (14768.718666 sec): 3 clusters Score: Raw -7840946.705403 + Penalty 2152.149339 = -7838794.556064 nChanged 11 SP:Iteration 61Q (14768.808304 sec): 3 clusters Score: Raw -7840949.436011 + Penalty 2152.149339 = -7838797.286672 nChanged 13 SP:Iteration 62Q (14768.898068 sec): 3 clusters Score: Raw -7840953.940342 + Penalty 2152.149339 = -7838801.791003 nChanged 15 SP:Iteration 63Q (14768.987952 sec): 3 clusters Score: Raw -7840958.721807 + Penalty 2152.149339 = -7838806.572468 nChanged 14 SP:Iteration 64Q (14769.077632 sec): 3 clusters Score: Raw -7840962.699725 + Penalty 2152.149339 = -7838810.550386 nChanged 11 SP:Iteration 65Q (14769.167281 sec): 3 clusters Score: Raw -7840965.986542 + Penalty 2152.149339 = -7838813.837204 nChanged 12 SP:Iteration 66Q (14769.257159 sec): 3 clusters Score: Raw -7840969.974268 + Penalty 2152.149339 = -7838817.824929 nChanged 14 SP:Iteration 67Q (14769.346840 sec): 3 clusters Score: Raw -7840973.249577 + Penalty 2152.149339 = -7838821.100239 nChanged 6 SP:Iteration 68Q (14769.436471 sec): 3 clusters Score: Raw -7840974.474982 + Penalty 2152.149339 = -7838822.325643 nChanged 7 SP:Iteration 69Q (14769.526251 sec): 3 clusters Score: Raw -7840976.880094 + Penalty 2152.149339 = -7838824.730755 nChanged 7 SP:Iteration 70Q (14769.615835 sec): 3 clusters Score: Raw -7840978.777163 + Penalty 2152.149339 = -7838826.627824 nChanged 10 SP:Iteration 71Q (14769.705716 sec): 3 clusters Score: Raw -7840981.813973 + Penalty 2152.149339 = -7838829.664634 nChanged 14 SP:Iteration 72Q (14769.795490 sec): 3 clusters Score: Raw -7840987.155329 + Penalty 2152.149339 = -7838835.005991 nChanged 14 SP:Iteration 73Q (14769.885155 sec): 3 clusters Score: Raw -7840992.100792 + Penalty 2152.149339 = -7838839.951454 nChanged 9 SP:Iteration 74Q (14769.974786 sec): 3 clusters Score: Raw -7840996.030138 + Penalty 2152.149339 = -7838843.880799 nChanged 8 SP:Iteration 75Q (14770.064691 sec): 3 clusters Score: Raw -7840998.485808 + Penalty 2152.149339 = -7838846.336470 nChanged 11 SP:Iteration 76Q (14770.154354 sec): 3 clusters Score: Raw -7841002.464901 + Penalty 2152.149339 = -7838850.315562 nChanged 11 SP:Iteration 77Q (14770.244068 sec): 3 clusters Score: Raw -7841006.226230 + Penalty 2152.149339 = -7838854.076891 nChanged 13 SP:Iteration 78Q (14770.333445 sec): 3 clusters Score: Raw -7841009.988423 + Penalty 2152.149339 = -7838857.839085 nChanged 13 SP:Iteration 79Q (14770.423597 sec): 3 clusters Score: Raw -7841012.663615 + Penalty 2152.149339 = -7838860.514276 nChanged 10 SP:Iteration 80F (14770.531777 sec): 3 clusters Score: Raw -7841014.488477 + Penalty 2152.149339 = -7838862.339138 nChanged 7 SP:Iteration 81Q (14770.621557 sec): 3 clusters Score: Raw -7841015.882045 + Penalty 2152.149339 = -7838863.732706 nChanged 3 SP:Iteration 82Q (14770.711685 sec): 3 clusters Score: Raw -7841016.318873 + Penalty 2152.149339 = -7838864.169535 nChanged 0 SP:Iteration 83F (14770.819769 sec): 3 clusters Score: Raw -7841016.318873 + Penalty 2152.149339 = -7838864.169535 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14770.834534 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14770.860142 sec): 3 clusters Score: Raw -997505.588073 + Penalty 1758.890681 = -995746.697392 nChanged 4728 SP:Iteration 1F (14770.884985 sec): 3 clusters Score: Raw -1000347.388350 + Penalty 1758.890681 = -998588.497669 nChanged 763 SP:Iteration 2F (14770.909739 sec): 3 clusters Score: Raw -1000779.670536 + Penalty 1758.890681 = -999020.779855 nChanged 706 SP:Iteration 3F (14770.934216 sec): 3 clusters Score: Raw -1001201.492539 + Penalty 1758.890681 = -999442.601858 nChanged 620 SP:Iteration 4F (14770.958759 sec): 3 clusters Score: Raw -1001664.312335 + Penalty 1758.890681 = -999905.421654 nChanged 597 SP:Iteration 5F (14770.983409 sec): 3 clusters Score: Raw -1002106.378641 + Penalty 1758.890681 = -1000347.487960 nChanged 466 SP:Iteration 6Q (14771.007774 sec): 3 clusters Score: Raw -1002403.833565 + Penalty 1758.890681 = -1000644.942884 nChanged 357 SP:Iteration 7Q (14771.032110 sec): 3 clusters Score: Raw -1002582.412034 + Penalty 1758.890681 = -1000823.521353 nChanged 242 SP:Iteration 8Q (14771.056236 sec): 3 clusters Score: Raw -1002686.014664 + Penalty 1758.890681 = -1000927.123983 nChanged 189 SP:Iteration 9Q (14771.080172 sec): 3 clusters Score: Raw -1002754.531453 + Penalty 1758.890681 = -1000995.640772 nChanged 162 SP:Iteration 10Q (14771.104092 sec): 3 clusters Score: Raw -1002810.479870 + Penalty 1758.890681 = -1001051.589189 nChanged 142 SP:Iteration 11Q (14771.127953 sec): 3 clusters Score: Raw -1002865.140485 + Penalty 1758.890681 = -1001106.249804 nChanged 151 SP:Iteration 12Q (14771.151722 sec): 3 clusters Score: Raw -1002920.481391 + Penalty 1758.890681 = -1001161.590710 nChanged 124 SP:Iteration 13Q (14771.175530 sec): 3 clusters Score: Raw -1002963.537841 + Penalty 1758.890681 = -1001204.647160 nChanged 127 SP:Iteration 14Q (14771.199475 sec): 3 clusters Score: Raw -1003006.154417 + Penalty 1758.890681 = -1001247.263737 nChanged 122 SP:Iteration 15Q (14771.222989 sec): 3 clusters Score: Raw -1003045.086740 + Penalty 1758.890681 = -1001286.196059 nChanged 121 SP:Iteration 16Q (14771.246460 sec): 3 clusters Score: Raw -1003087.226231 + Penalty 1758.890681 = -1001328.335550 nChanged 128 SP:Iteration 17Q (14771.269996 sec): 3 clusters Score: Raw -1003132.928115 + Penalty 1758.890681 = -1001374.037434 nChanged 130 SP:Iteration 18Q (14771.293378 sec): 3 clusters Score: Raw -1003176.959164 + Penalty 1758.890681 = -1001418.068483 nChanged 119 SP:Iteration 19Q (14771.316732 sec): 3 clusters Score: Raw -1003220.985096 + Penalty 1758.890681 = -1001462.094415 nChanged 129 SP:Iteration 20F (14771.341192 sec): 3 clusters Score: Raw -1003270.422692 + Penalty 1758.890681 = -1001511.532011 nChanged 118 SP:Iteration 21Q (14771.364433 sec): 3 clusters Score: Raw -1003311.991586 + Penalty 1758.890681 = -1001553.100905 nChanged 123 SP:Iteration 22Q (14771.387939 sec): 3 clusters Score: Raw -1003359.453990 + Penalty 1758.890681 = -1001600.563309 nChanged 119 SP:Iteration 23Q (14771.411272 sec): 3 clusters Score: Raw -1003408.601766 + Penalty 1758.890681 = -1001649.711085 nChanged 126 SP:Iteration 24Q (14771.434828 sec): 3 clusters Score: Raw -1003463.907965 + Penalty 1758.890681 = -1001705.017284 nChanged 118 SP:Iteration 25Q (14771.457942 sec): 3 clusters Score: Raw -1003518.196671 + Penalty 1758.890681 = -1001759.305990 nChanged 99 SP:Iteration 26Q (14771.481035 sec): 3 clusters Score: Raw -1003559.776659 + Penalty 1758.890681 = -1001800.885978 nChanged 96 SP:Iteration 27Q (14771.504207 sec): 3 clusters Score: Raw -1003601.267437 + Penalty 1758.890681 = -1001842.376756 nChanged 88 SP:Iteration 28Q (14771.527182 sec): 3 clusters Score: Raw -1003645.475741 + Penalty 1758.890681 = -1001886.585060 nChanged 86 SP:Iteration 29Q (14771.550141 sec): 3 clusters Score: Raw -1003688.748926 + Penalty 1758.890681 = -1001929.858245 nChanged 93 SP:Iteration 30Q (14771.572960 sec): 3 clusters Score: Raw -1003733.603358 + Penalty 1758.890681 = -1001974.712677 nChanged 82 SP:Iteration 31Q (14771.595875 sec): 3 clusters Score: Raw -1003775.260375 + Penalty 1758.890681 = -1002016.369694 nChanged 61 SP:Iteration 32Q (14771.618583 sec): 3 clusters Score: Raw -1003810.094856 + Penalty 1758.890681 = -1002051.204175 nChanged 57 SP:Iteration 33Q (14771.641387 sec): 3 clusters Score: Raw -1003846.236834 + Penalty 1758.890681 = -1002087.346153 nChanged 53 SP:Iteration 34Q (14771.664112 sec): 3 clusters Score: Raw -1003873.461846 + Penalty 1758.890681 = -1002114.571165 nChanged 40 SP:Iteration 35Q (14771.686803 sec): 3 clusters Score: Raw -1003897.282610 + Penalty 1758.890681 = -1002138.391929 nChanged 33 SP:Iteration 36Q (14771.709611 sec): 3 clusters Score: Raw -1003915.941271 + Penalty 1758.890681 = -1002157.050590 nChanged 25 SP:Iteration 37Q (14771.731969 sec): 3 clusters Score: Raw -1003933.739273 + Penalty 1758.890681 = -1002174.848592 nChanged 23 SP:Iteration 38Q (14771.754300 sec): 3 clusters Score: Raw -1003956.267237 + Penalty 1758.890681 = -1002197.376556 nChanged 31 SP:Iteration 39Q (14771.776877 sec): 3 clusters Score: Raw -1003984.039700 + Penalty 1758.890681 = -1002225.149020 nChanged 13 SP:Iteration 40F (14771.803152 sec): 3 clusters Score: Raw -1003992.931341 + Penalty 1758.890681 = -1002234.040661 nChanged 14 SP:Iteration 41Q (14771.825385 sec): 3 clusters Score: Raw -1003998.992743 + Penalty 1758.890681 = -1002240.102062 nChanged 11 SP:Iteration 42Q (14771.847865 sec): 3 clusters Score: Raw -1004005.159810 + Penalty 1758.890681 = -1002246.269129 nChanged 9 SP:Iteration 43Q (14771.870039 sec): 3 clusters Score: Raw -1004012.693453 + Penalty 1758.890681 = -1002253.802772 nChanged 14 SP:Iteration 44Q (14771.892301 sec): 3 clusters Score: Raw -1004019.347643 + Penalty 1758.890681 = -1002260.456962 nChanged 10 SP:Iteration 45Q (14771.914690 sec): 3 clusters Score: Raw -1004025.237392 + Penalty 1758.890681 = -1002266.346711 nChanged 6 SP:Iteration 46Q (14771.936817 sec): 3 clusters Score: Raw -1004031.554811 + Penalty 1758.890681 = -1002272.664130 nChanged 5 SP:Iteration 47Q (14771.958958 sec): 3 clusters Score: Raw -1004036.069882 + Penalty 1758.890681 = -1002277.179201 nChanged 8 SP:Iteration 48Q (14771.981254 sec): 3 clusters Score: Raw -1004040.111853 + Penalty 1758.890681 = -1002281.221172 nChanged 6 SP:Iteration 49Q (14772.003440 sec): 3 clusters Score: Raw -1004042.406274 + Penalty 1758.890681 = -1002283.515593 nChanged 4 SP:Iteration 50Q (14772.025714 sec): 3 clusters Score: Raw -1004045.471156 + Penalty 1758.890681 = -1002286.580475 nChanged 3 SP:Iteration 51Q (14772.047765 sec): 3 clusters Score: Raw -1004048.622559 + Penalty 1758.890681 = -1002289.731879 nChanged 3 SP:Iteration 52Q (14772.069961 sec): 3 clusters Score: Raw -1004050.530969 + Penalty 1758.890681 = -1002291.640288 nChanged 4 SP:Iteration 53Q (14772.092033 sec): 3 clusters Score: Raw -1004051.849982 + Penalty 1758.890681 = -1002292.959301 nChanged 1 SP:Iteration 54Q (14772.114011 sec): 3 clusters Score: Raw -1004052.090264 + Penalty 1758.890681 = -1002293.199583 nChanged 2 SP:Iteration 55Q (14772.136110 sec): 3 clusters Score: Raw -1004052.944835 + Penalty 1758.890681 = -1002294.054154 nChanged 0 SP:Iteration 56F (14772.160504 sec): 3 clusters Score: Raw -1004052.944835 + Penalty 1758.890681 = -1002294.054154 nChanged 0 Trying to split cluster 9 (16232 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14772.188740 sec): 2 clusters Score: Raw -1471910.639997 + Penalty 921.000289 = -1470989.639708 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14772.221920 sec): 3 clusters Score: Raw -1461995.534333 + Penalty 1842.000577 = -1460153.533755 nChanged 7421 SP:Iteration 1F (14772.253499 sec): 3 clusters Score: Raw -1466318.526118 + Penalty 1842.000577 = -1464476.525541 nChanged 1079 SP:Iteration 2F (14772.284775 sec): 3 clusters Score: Raw -1466928.014414 + Penalty 1842.000577 = -1465086.013837 nChanged 1204 SP:Iteration 3F (14772.316371 sec): 3 clusters Score: Raw -1467730.761669 + Penalty 1842.000577 = -1465888.761092 nChanged 1238 SP:Iteration 4F (14772.347940 sec): 3 clusters Score: Raw -1468634.397915 + Penalty 1842.000577 = -1466792.397338 nChanged 1166 SP:Iteration 5F (14772.379354 sec): 3 clusters Score: Raw -1469462.152352 + Penalty 1842.000577 = -1467620.151774 nChanged 988 SP:Iteration 6F (14772.410821 sec): 3 clusters Score: Raw -1470144.681621 + Penalty 1842.000577 = -1468302.681043 nChanged 811 SP:Iteration 7Q (14772.442309 sec): 3 clusters Score: Raw -1470727.599319 + Penalty 1842.000577 = -1468885.598741 nChanged 663 SP:Iteration 8Q (14772.473618 sec): 3 clusters Score: Raw -1471252.723905 + Penalty 1842.000577 = -1469410.723327 nChanged 602 SP:Iteration 9Q (14772.505141 sec): 3 clusters Score: Raw -1471756.958645 + Penalty 1842.000577 = -1469914.958068 nChanged 416 SP:Iteration 10Q (14772.536457 sec): 3 clusters Score: Raw -1472100.148498 + Penalty 1842.000577 = -1470258.147921 nChanged 259 SP:Iteration 11Q (14772.567342 sec): 3 clusters Score: Raw -1472310.820640 + Penalty 1842.000577 = -1470468.820063 nChanged 161 SP:Iteration 12Q (14772.597002 sec): 3 clusters Score: Raw -1472431.274234 + Penalty 1842.000577 = -1470589.273657 nChanged 90 SP:Iteration 13Q (14772.625759 sec): 3 clusters Score: Raw -1472498.040655 + Penalty 1842.000577 = -1470656.040077 nChanged 67 SP:Iteration 14Q (14772.654378 sec): 3 clusters Score: Raw -1472542.251075 + Penalty 1842.000577 = -1470700.250498 nChanged 55 SP:Iteration 15Q (14772.719348 sec): 3 clusters Score: Raw -1472569.510199 + Penalty 1842.000577 = -1470727.509622 nChanged 35 SP:Iteration 16Q (14772.746979 sec): 3 clusters Score: Raw -1472589.533403 + Penalty 1842.000577 = -1470747.532825 nChanged 28 SP:Iteration 17Q (14772.774951 sec): 3 clusters Score: Raw -1472605.271996 + Penalty 1842.000577 = -1470763.271419 nChanged 21 SP:Iteration 18Q (14772.802977 sec): 3 clusters Score: Raw -1472610.626254 + Penalty 1842.000577 = -1470768.625676 nChanged 10 SP:Iteration 19Q (14772.830705 sec): 3 clusters Score: Raw -1472613.025244 + Penalty 1842.000577 = -1470771.024667 nChanged 12 SP:Iteration 20F (14772.861905 sec): 3 clusters Score: Raw -1472616.375884 + Penalty 1842.000577 = -1470774.375307 nChanged 11 SP:Iteration 21Q (14772.889820 sec): 3 clusters Score: Raw -1472619.443317 + Penalty 1842.000577 = -1470777.442740 nChanged 10 SP:Iteration 22Q (14772.917710 sec): 3 clusters Score: Raw -1472622.856206 + Penalty 1842.000577 = -1470780.855628 nChanged 8 SP:Iteration 23Q (14772.945406 sec): 3 clusters Score: Raw -1472625.756834 + Penalty 1842.000577 = -1470783.756256 nChanged 4 SP:Iteration 24Q (14772.973168 sec): 3 clusters Score: Raw -1472626.248946 + Penalty 1842.000577 = -1470784.248368 nChanged 4 SP:Iteration 25Q (14773.000840 sec): 3 clusters Score: Raw -1472627.063768 + Penalty 1842.000577 = -1470785.063191 nChanged 6 SP:Iteration 26Q (14773.028442 sec): 3 clusters Score: Raw -1472628.948279 + Penalty 1842.000577 = -1470786.947702 nChanged 2 SP:Iteration 27Q (14773.056139 sec): 3 clusters Score: Raw -1472629.666689 + Penalty 1842.000577 = -1470787.666111 nChanged 0 SP:Iteration 28F (14773.087457 sec): 3 clusters Score: Raw -1472629.666689 + Penalty 1842.000577 = -1470787.666111 nChanged 0 Trying to split cluster 10 (31279 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14773.128208 sec): 2 clusters Score: Raw -3009636.590330 + Penalty 983.316711 = -3008653.273619 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14773.180263 sec): 3 clusters Score: Raw -2989705.631346 + Penalty 1966.633423 = -2987738.997923 nChanged 14670 SP:Iteration 1F (14773.228758 sec): 3 clusters Score: Raw -2998036.503180 + Penalty 1966.633423 = -2996069.869757 nChanged 1469 SP:Iteration 2Q (14773.278407 sec): 3 clusters Score: Raw -2998526.185258 + Penalty 1966.633423 = -2996559.551836 nChanged 1499 SP:Iteration 3Q (14773.327760 sec): 3 clusters Score: Raw -2999141.664768 + Penalty 1966.633423 = -2997175.031345 nChanged 1718 SP:Iteration 4F (14773.375672 sec): 3 clusters Score: Raw -3000001.767539 + Penalty 1966.633423 = -2998035.134116 nChanged 1992 SP:Iteration 5F (14773.424012 sec): 3 clusters Score: Raw -3001226.638091 + Penalty 1966.633423 = -2999260.004668 nChanged 2134 SP:Iteration 6F (14773.472596 sec): 3 clusters Score: Raw -3002735.318031 + Penalty 1966.633423 = -3000768.684608 nChanged 2159 SP:Iteration 7F (14773.521186 sec): 3 clusters Score: Raw -3004365.251718 + Penalty 1966.633423 = -3002398.618296 nChanged 1853 SP:Iteration 8F (14773.569682 sec): 3 clusters Score: Raw -3005826.737151 + Penalty 1966.633423 = -3003860.103728 nChanged 1512 SP:Iteration 9Q (14773.618522 sec): 3 clusters Score: Raw -3007079.235543 + Penalty 1966.633423 = -3005112.602120 nChanged 1157 SP:Iteration 10Q (14773.666067 sec): 3 clusters Score: Raw -3008086.493778 + Penalty 1966.633423 = -3006119.860355 nChanged 826 SP:Iteration 11Q (14773.711720 sec): 3 clusters Score: Raw -3008750.308884 + Penalty 1966.633423 = -3006783.675462 nChanged 515 SP:Iteration 12Q (14773.756000 sec): 3 clusters Score: Raw -3009135.675463 + Penalty 1966.633423 = -3007169.042041 nChanged 371 SP:Iteration 13Q (14773.799079 sec): 3 clusters Score: Raw -3009438.520045 + Penalty 1966.633423 = -3007471.886623 nChanged 233 SP:Iteration 14Q (14773.846611 sec): 3 clusters Score: Raw -3009609.348935 + Penalty 1966.633423 = -3007642.715512 nChanged 129 SP:Iteration 15Q (14773.888545 sec): 3 clusters Score: Raw -3009698.273669 + Penalty 1966.633423 = -3007731.640246 nChanged 82 SP:Iteration 16Q (14773.929532 sec): 3 clusters Score: Raw -3009742.106626 + Penalty 1966.633423 = -3007775.473203 nChanged 54 SP:Iteration 17Q (14773.970221 sec): 3 clusters Score: Raw -3009778.489841 + Penalty 1966.633423 = -3007811.856418 nChanged 44 SP:Iteration 18Q (14774.010870 sec): 3 clusters Score: Raw -3009808.795137 + Penalty 1966.633423 = -3007842.161715 nChanged 37 SP:Iteration 19Q (14774.051152 sec): 3 clusters Score: Raw -3009836.947550 + Penalty 1966.633423 = -3007870.314128 nChanged 25 SP:Iteration 20F (14774.098646 sec): 3 clusters Score: Raw -3009852.263669 + Penalty 1966.633423 = -3007885.630247 nChanged 14 SP:Iteration 21Q (14774.139703 sec): 3 clusters Score: Raw -3009863.885121 + Penalty 1966.633423 = -3007897.251698 nChanged 14 SP:Iteration 22Q (14774.180130 sec): 3 clusters Score: Raw -3009870.793501 + Penalty 1966.633423 = -3007904.160078 nChanged 10 SP:Iteration 23Q (14774.220306 sec): 3 clusters Score: Raw -3009874.356687 + Penalty 1966.633423 = -3007907.723265 nChanged 13 SP:Iteration 24Q (14774.260689 sec): 3 clusters Score: Raw -3009879.397149 + Penalty 1966.633423 = -3007912.763726 nChanged 6 SP:Iteration 25Q (14774.300886 sec): 3 clusters Score: Raw -3009882.249049 + Penalty 1966.633423 = -3007915.615626 nChanged 6 SP:Iteration 26Q (14774.341221 sec): 3 clusters Score: Raw -3009885.695179 + Penalty 1966.633423 = -3007919.061756 nChanged 8 SP:Iteration 27Q (14774.381353 sec): 3 clusters Score: Raw -3009889.718638 + Penalty 1966.633423 = -3007923.085216 nChanged 10 SP:Iteration 28Q (14774.421417 sec): 3 clusters Score: Raw -3009892.655584 + Penalty 1966.633423 = -3007926.022161 nChanged 4 SP:Iteration 29Q (14774.461745 sec): 3 clusters Score: Raw -3009894.843248 + Penalty 1966.633423 = -3007928.209826 nChanged 5 SP:Iteration 30Q (14774.501880 sec): 3 clusters Score: Raw -3009897.682124 + Penalty 1966.633423 = -3007931.048701 nChanged 9 SP:Iteration 31Q (14774.542340 sec): 3 clusters Score: Raw -3009901.102804 + Penalty 1966.633423 = -3007934.469381 nChanged 7 SP:Iteration 32Q (14774.582409 sec): 3 clusters Score: Raw -3009904.589363 + Penalty 1966.633423 = -3007937.955940 nChanged 8 SP:Iteration 33Q (14774.622607 sec): 3 clusters Score: Raw -3009907.098643 + Penalty 1966.633423 = -3007940.465221 nChanged 6 SP:Iteration 34Q (14774.662805 sec): 3 clusters Score: Raw -3009909.933353 + Penalty 1966.633423 = -3007943.299930 nChanged 6 SP:Iteration 35Q (14774.702725 sec): 3 clusters Score: Raw -3009912.728363 + Penalty 1966.633423 = -3007946.094940 nChanged 5 SP:Iteration 36Q (14774.743083 sec): 3 clusters Score: Raw -3009914.520750 + Penalty 1966.633423 = -3007947.887328 nChanged 4 SP:Iteration 37Q (14774.783075 sec): 3 clusters Score: Raw -3009916.170031 + Penalty 1966.633423 = -3007949.536608 nChanged 1 SP:Iteration 38Q (14774.823398 sec): 3 clusters Score: Raw -3009916.491872 + Penalty 1966.633423 = -3007949.858450 nChanged 2 SP:Iteration 39Q (14774.863478 sec): 3 clusters Score: Raw -3009916.939848 + Penalty 1966.633423 = -3007950.306425 nChanged 0 SP:Iteration 40F (14774.910636 sec): 3 clusters Score: Raw -3009916.939848 + Penalty 1966.633423 = -3007950.306425 nChanged 0 Trying to split cluster 11 (63536 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14774.984528 sec): 2 clusters Score: Raw -5797664.215316 + Penalty 1050.639386 = -5796613.575930 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14775.075241 sec): 3 clusters Score: Raw -5756206.202829 + Penalty 2101.278771 = -5754104.924057 nChanged 30524 SP:Iteration 1F (14775.161654 sec): 3 clusters Score: Raw -5774669.374717 + Penalty 2101.278771 = -5772568.095946 nChanged 2891 SP:Iteration 2Q (14775.252050 sec): 3 clusters Score: Raw -5775869.192008 + Penalty 2101.278771 = -5773767.913237 nChanged 3331 SP:Iteration 3F (14775.338357 sec): 3 clusters Score: Raw -5777747.373086 + Penalty 2101.278771 = -5775646.094315 nChanged 3960 SP:Iteration 4F (14775.424801 sec): 3 clusters Score: Raw -5780624.546129 + Penalty 2101.278771 = -5778523.267358 nChanged 4322 SP:Iteration 5F (14775.511202 sec): 3 clusters Score: Raw -5784290.914320 + Penalty 2101.278771 = -5782189.635549 nChanged 4189 SP:Iteration 6F (14775.597655 sec): 3 clusters Score: Raw -5787717.787758 + Penalty 2101.278771 = -5785616.508987 nChanged 3626 SP:Iteration 7F (14775.683964 sec): 3 clusters Score: Raw -5789912.430835 + Penalty 2101.278771 = -5787811.152064 nChanged 2579 SP:Iteration 8Q (14775.771111 sec): 3 clusters Score: Raw -5790987.450733 + Penalty 2101.278771 = -5788886.171962 nChanged 1769 SP:Iteration 9Q (14775.857450 sec): 3 clusters Score: Raw -5791522.288353 + Penalty 2101.278771 = -5789421.009582 nChanged 1254 SP:Iteration 10Q (14775.942824 sec): 3 clusters Score: Raw -5791871.766367 + Penalty 2101.278771 = -5789770.487596 nChanged 1017 SP:Iteration 11Q (14776.028361 sec): 3 clusters Score: Raw -5792123.489658 + Penalty 2101.278771 = -5790022.210887 nChanged 824 SP:Iteration 12Q (14776.113411 sec): 3 clusters Score: Raw -5792305.528619 + Penalty 2101.278771 = -5790204.249848 nChanged 748 SP:Iteration 13Q (14776.198498 sec): 3 clusters Score: Raw -5792459.080011 + Penalty 2101.278771 = -5790357.801240 nChanged 671 SP:Iteration 14Q (14776.283441 sec): 3 clusters Score: Raw -5792596.742425 + Penalty 2101.278771 = -5790495.463654 nChanged 678 SP:Iteration 15Q (14776.367887 sec): 3 clusters Score: Raw -5792724.054000 + Penalty 2101.278771 = -5790622.775229 nChanged 585 SP:Iteration 16Q (14776.452497 sec): 3 clusters Score: Raw -5792821.260924 + Penalty 2101.278771 = -5790719.982153 nChanged 528 SP:Iteration 17Q (14776.537234 sec): 3 clusters Score: Raw -5792901.893948 + Penalty 2101.278771 = -5790800.615176 nChanged 497 SP:Iteration 18Q (14776.621535 sec): 3 clusters Score: Raw -5792980.527815 + Penalty 2101.278771 = -5790879.249044 nChanged 469 SP:Iteration 19Q (14776.705774 sec): 3 clusters Score: Raw -5793052.104357 + Penalty 2101.278771 = -5790950.825586 nChanged 471 SP:Iteration 20F (14776.826660 sec): 3 clusters Score: Raw -5793129.094486 + Penalty 2101.278771 = -5791027.815715 nChanged 505 SP:Iteration 21Q (14776.931498 sec): 3 clusters Score: Raw -5793213.128872 + Penalty 2101.278771 = -5791111.850101 nChanged 466 SP:Iteration 22Q (14777.016103 sec): 3 clusters Score: Raw -5793288.939477 + Penalty 2101.278771 = -5791187.660706 nChanged 446 SP:Iteration 23Q (14777.099815 sec): 3 clusters Score: Raw -5793355.558441 + Penalty 2101.278771 = -5791254.279669 nChanged 459 SP:Iteration 24Q (14777.183308 sec): 3 clusters Score: Raw -5793430.003799 + Penalty 2101.278771 = -5791328.725028 nChanged 497 SP:Iteration 25Q (14777.266584 sec): 3 clusters Score: Raw -5793505.675861 + Penalty 2101.278771 = -5791404.397090 nChanged 509 SP:Iteration 26Q (14777.349929 sec): 3 clusters Score: Raw -5793585.832339 + Penalty 2101.278771 = -5791484.553568 nChanged 539 SP:Iteration 27Q (14777.433078 sec): 3 clusters Score: Raw -5793666.760089 + Penalty 2101.278771 = -5791565.481318 nChanged 490 SP:Iteration 28Q (14777.516047 sec): 3 clusters Score: Raw -5793741.516384 + Penalty 2101.278771 = -5791640.237613 nChanged 545 SP:Iteration 29Q (14777.598778 sec): 3 clusters Score: Raw -5793833.944934 + Penalty 2101.278771 = -5791732.666163 nChanged 583 SP:Iteration 30Q (14777.681169 sec): 3 clusters Score: Raw -5793933.539636 + Penalty 2101.278771 = -5791832.260865 nChanged 590 SP:Iteration 31Q (14777.763663 sec): 3 clusters Score: Raw -5794042.340632 + Penalty 2101.278771 = -5791941.061861 nChanged 604 SP:Iteration 32Q (14777.845645 sec): 3 clusters Score: Raw -5794150.520072 + Penalty 2101.278771 = -5792049.241301 nChanged 630 SP:Iteration 33Q (14777.927650 sec): 3 clusters Score: Raw -5794275.407472 + Penalty 2101.278771 = -5792174.128701 nChanged 671 SP:Iteration 34Q (14778.009384 sec): 3 clusters Score: Raw -5794435.926465 + Penalty 2101.278771 = -5792334.647694 nChanged 724 SP:Iteration 35Q (14778.090986 sec): 3 clusters Score: Raw -5794619.836393 + Penalty 2101.278771 = -5792518.557621 nChanged 737 SP:Iteration 36Q (14778.172246 sec): 3 clusters Score: Raw -5794810.863863 + Penalty 2101.278771 = -5792709.585092 nChanged 735 SP:Iteration 37Q (14778.253179 sec): 3 clusters Score: Raw -5795011.370375 + Penalty 2101.278771 = -5792910.091604 nChanged 756 SP:Iteration 38Q (14778.333935 sec): 3 clusters Score: Raw -5795231.938414 + Penalty 2101.278771 = -5793130.659643 nChanged 803 SP:Iteration 39Q (14778.414316 sec): 3 clusters Score: Raw -5795483.678178 + Penalty 2101.278771 = -5793382.399407 nChanged 805 SP:Iteration 40F (14778.500798 sec): 3 clusters Score: Raw -5795760.781616 + Penalty 2101.278771 = -5793659.502845 nChanged 798 SP:Iteration 41Q (14778.580611 sec): 3 clusters Score: Raw -5796042.807169 + Penalty 2101.278771 = -5793941.528398 nChanged 814 SP:Iteration 42Q (14778.659985 sec): 3 clusters Score: Raw -5796338.545735 + Penalty 2101.278771 = -5794237.266964 nChanged 764 SP:Iteration 43Q (14778.739111 sec): 3 clusters Score: Raw -5796620.678059 + Penalty 2101.278771 = -5794519.399288 nChanged 717 SP:Iteration 44Q (14778.817827 sec): 3 clusters Score: Raw -5796872.074153 + Penalty 2101.278771 = -5794770.795382 nChanged 651 SP:Iteration 45Q (14778.895975 sec): 3 clusters Score: Raw -5797080.089293 + Penalty 2101.278771 = -5794978.810522 nChanged 581 SP:Iteration 46Q (14778.973976 sec): 3 clusters Score: Raw -5797251.675854 + Penalty 2101.278771 = -5795150.397083 nChanged 521 SP:Iteration 47Q (14779.051675 sec): 3 clusters Score: Raw -5797399.986143 + Penalty 2101.278771 = -5795298.707372 nChanged 474 SP:Iteration 48Q (14779.128880 sec): 3 clusters Score: Raw -5797528.207146 + Penalty 2101.278771 = -5795426.928375 nChanged 430 SP:Iteration 49Q (14779.205745 sec): 3 clusters Score: Raw -5797640.114021 + Penalty 2101.278771 = -5795538.835250 nChanged 397 SP:Iteration 50Q (14779.282397 sec): 3 clusters Score: Raw -5797735.728778 + Penalty 2101.278771 = -5795634.450007 nChanged 354 SP:Iteration 51Q (14779.358697 sec): 3 clusters Score: Raw -5797814.804250 + Penalty 2101.278771 = -5795713.525479 nChanged 309 SP:Iteration 52Q (14779.434658 sec): 3 clusters Score: Raw -5797887.209467 + Penalty 2101.278771 = -5795785.930695 nChanged 303 SP:Iteration 53Q (14779.510361 sec): 3 clusters Score: Raw -5797951.833063 + Penalty 2101.278771 = -5795850.554292 nChanged 238 SP:Iteration 54Q (14779.585874 sec): 3 clusters Score: Raw -5797994.863908 + Penalty 2101.278771 = -5795893.585137 nChanged 191 SP:Iteration 55Q (14779.661198 sec): 3 clusters Score: Raw -5798028.798461 + Penalty 2101.278771 = -5795927.519690 nChanged 182 SP:Iteration 56Q (14779.736315 sec): 3 clusters Score: Raw -5798060.756318 + Penalty 2101.278771 = -5795959.477547 nChanged 165 SP:Iteration 57Q (14779.811387 sec): 3 clusters Score: Raw -5798088.203304 + Penalty 2101.278771 = -5795986.924533 nChanged 156 SP:Iteration 58Q (14779.886429 sec): 3 clusters Score: Raw -5798111.800921 + Penalty 2101.278771 = -5796010.522150 nChanged 124 SP:Iteration 59Q (14779.961232 sec): 3 clusters Score: Raw -5798128.816767 + Penalty 2101.278771 = -5796027.537996 nChanged 106 SP:Iteration 60F (14780.047468 sec): 3 clusters Score: Raw -5798141.758282 + Penalty 2101.278771 = -5796040.479511 nChanged 96 SP:Iteration 61Q (14780.122072 sec): 3 clusters Score: Raw -5798152.679829 + Penalty 2101.278771 = -5796051.401058 nChanged 87 SP:Iteration 62Q (14780.196723 sec): 3 clusters Score: Raw -5798163.789967 + Penalty 2101.278771 = -5796062.511195 nChanged 85 SP:Iteration 63Q (14780.271105 sec): 3 clusters Score: Raw -5798174.288799 + Penalty 2101.278771 = -5796073.010028 nChanged 72 SP:Iteration 64Q (14780.345550 sec): 3 clusters Score: Raw -5798184.540032 + Penalty 2101.278771 = -5796083.261261 nChanged 77 SP:Iteration 65Q (14780.419940 sec): 3 clusters Score: Raw -5798194.183594 + Penalty 2101.278771 = -5796092.904822 nChanged 63 SP:Iteration 66Q (14780.493971 sec): 3 clusters Score: Raw -5798201.452773 + Penalty 2101.278771 = -5796100.174002 nChanged 57 SP:Iteration 67Q (14780.569563 sec): 3 clusters Score: Raw -5798208.017691 + Penalty 2101.278771 = -5796106.738920 nChanged 46 SP:Iteration 68Q (14780.643993 sec): 3 clusters Score: Raw -5798213.002211 + Penalty 2101.278771 = -5796111.723440 nChanged 46 SP:Iteration 69Q (14780.718190 sec): 3 clusters Score: Raw -5798217.488855 + Penalty 2101.278771 = -5796116.210084 nChanged 23 SP:Iteration 70Q (14780.792318 sec): 3 clusters Score: Raw -5798219.366945 + Penalty 2101.278771 = -5796118.088174 nChanged 23 SP:Iteration 71Q (14780.866528 sec): 3 clusters Score: Raw -5798221.233756 + Penalty 2101.278771 = -5796119.954985 nChanged 22 SP:Iteration 72Q (14780.940715 sec): 3 clusters Score: Raw -5798222.771362 + Penalty 2101.278771 = -5796121.492591 nChanged 14 SP:Iteration 73Q (14781.014826 sec): 3 clusters Score: Raw -5798223.888119 + Penalty 2101.278771 = -5796122.609348 nChanged 16 SP:Iteration 74Q (14781.088763 sec): 3 clusters Score: Raw -5798225.006461 + Penalty 2101.278771 = -5796123.727690 nChanged 13 SP:Iteration 75Q (14781.162715 sec): 3 clusters Score: Raw -5798226.197791 + Penalty 2101.278771 = -5796124.919020 nChanged 17 SP:Iteration 76Q (14781.236801 sec): 3 clusters Score: Raw -5798227.606798 + Penalty 2101.278771 = -5796126.328026 nChanged 10 SP:Iteration 77Q (14781.310837 sec): 3 clusters Score: Raw -5798228.616276 + Penalty 2101.278771 = -5796127.337505 nChanged 18 SP:Iteration 78Q (14781.384693 sec): 3 clusters Score: Raw -5798230.250396 + Penalty 2101.278771 = -5796128.971625 nChanged 28 SP:Iteration 79Q (14781.458817 sec): 3 clusters Score: Raw -5798232.311975 + Penalty 2101.278771 = -5796131.033204 nChanged 19 SP:Iteration 80F (14781.545156 sec): 3 clusters Score: Raw -5798233.767090 + Penalty 2101.278771 = -5796132.488319 nChanged 16 SP:Iteration 81Q (14781.619107 sec): 3 clusters Score: Raw -5798235.099516 + Penalty 2101.278771 = -5796133.820745 nChanged 14 SP:Iteration 82Q (14781.693019 sec): 3 clusters Score: Raw -5798236.345553 + Penalty 2101.278771 = -5796135.066782 nChanged 13 SP:Iteration 83Q (14781.766922 sec): 3 clusters Score: Raw -5798237.325731 + Penalty 2101.278771 = -5796136.046960 nChanged 9 SP:Iteration 84Q (14781.840917 sec): 3 clusters Score: Raw -5798238.023011 + Penalty 2101.278771 = -5796136.744240 nChanged 15 SP:Iteration 85Q (14781.914734 sec): 3 clusters Score: Raw -5798239.777919 + Penalty 2101.278771 = -5796138.499148 nChanged 17 SP:Iteration 86Q (14781.988661 sec): 3 clusters Score: Raw -5798241.681718 + Penalty 2101.278771 = -5796140.402947 nChanged 20 SP:Iteration 87Q (14782.062488 sec): 3 clusters Score: Raw -5798243.147076 + Penalty 2101.278771 = -5796141.868305 nChanged 18 SP:Iteration 88Q (14782.136511 sec): 3 clusters Score: Raw -5798244.383286 + Penalty 2101.278771 = -5796143.104515 nChanged 12 SP:Iteration 89Q (14782.210397 sec): 3 clusters Score: Raw -5798245.210354 + Penalty 2101.278771 = -5796143.931583 nChanged 8 SP:Iteration 90Q (14782.284144 sec): 3 clusters Score: Raw -5798245.967784 + Penalty 2101.278771 = -5796144.689013 nChanged 7 SP:Iteration 91Q (14782.357974 sec): 3 clusters Score: Raw -5798246.405675 + Penalty 2101.278771 = -5796145.126904 nChanged 5 SP:Iteration 92Q (14782.431813 sec): 3 clusters Score: Raw -5798246.687972 + Penalty 2101.278771 = -5796145.409201 nChanged 1 SP:Iteration 93Q (14782.505728 sec): 3 clusters Score: Raw -5798246.719852 + Penalty 2101.278771 = -5796145.441081 nChanged 3 SP:Iteration 94Q (14782.579498 sec): 3 clusters Score: Raw -5798246.854313 + Penalty 2101.278771 = -5796145.575542 nChanged 3 SP:Iteration 95Q (14782.653203 sec): 3 clusters Score: Raw -5798247.035093 + Penalty 2101.278771 = -5796145.756322 nChanged 4 SP:Iteration 96Q (14782.726912 sec): 3 clusters Score: Raw -5798247.248138 + Penalty 2101.278771 = -5796145.969367 nChanged 5 SP:Iteration 97Q (14782.800681 sec): 3 clusters Score: Raw -5798247.461020 + Penalty 2101.278771 = -5796146.182249 nChanged 3 SP:Iteration 98Q (14782.874395 sec): 3 clusters Score: Raw -5798247.544142 + Penalty 2101.278771 = -5796146.265371 nChanged 2 SP:Iteration 99Q (14782.948273 sec): 3 clusters Score: Raw -5798247.652461 + Penalty 2101.278771 = -5796146.373690 nChanged 1 SP:Iteration 100F (14783.034547 sec): 3 clusters Score: Raw -5798247.712133 + Penalty 2101.278771 = -5796146.433362 nChanged 1 SP:Iteration 101Q (14783.108340 sec): 3 clusters Score: Raw -5798247.748135 + Penalty 2101.278771 = -5796146.469364 nChanged 0 SP:Iteration 102F (14783.194446 sec): 3 clusters Score: Raw -5798247.748135 + Penalty 2101.278771 = -5796146.469364 nChanged 0 Trying to split cluster 12 (2541 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14783.201654 sec): 2 clusters Score: Raw -238277.293021 + Penalty 744.829733 = -237532.463287 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14783.211938 sec): 3 clusters Score: Raw -237004.293384 + Penalty 1489.659467 = -235514.633917 nChanged 1015 SP:Iteration 1F (14783.221439 sec): 3 clusters Score: Raw -237592.545376 + Penalty 1489.659467 = -236102.885910 nChanged 168 SP:Iteration 2F (14783.230865 sec): 3 clusters Score: Raw -237688.265380 + Penalty 1489.659467 = -236198.605913 nChanged 136 SP:Iteration 3F (14783.240362 sec): 3 clusters Score: Raw -237764.094084 + Penalty 1489.659467 = -236274.434617 nChanged 117 SP:Iteration 4Q (14783.249843 sec): 3 clusters Score: Raw -237837.507232 + Penalty 1489.659467 = -236347.847765 nChanged 107 SP:Iteration 5Q (14783.259297 sec): 3 clusters Score: Raw -237902.544746 + Penalty 1489.659467 = -236412.885279 nChanged 108 SP:Iteration 6Q (14783.268820 sec): 3 clusters Score: Raw -237975.060160 + Penalty 1489.659467 = -236485.400693 nChanged 99 SP:Iteration 7Q (14783.278263 sec): 3 clusters Score: Raw -238047.087947 + Penalty 1489.659467 = -236557.428480 nChanged 94 SP:Iteration 8Q (14783.287777 sec): 3 clusters Score: Raw -238110.164726 + Penalty 1489.659467 = -236620.505259 nChanged 98 SP:Iteration 9Q (14783.297237 sec): 3 clusters Score: Raw -238177.323542 + Penalty 1489.659467 = -236687.664075 nChanged 77 SP:Iteration 10Q (14783.306679 sec): 3 clusters Score: Raw -238226.875678 + Penalty 1489.659467 = -236737.216212 nChanged 60 SP:Iteration 11Q (14783.316055 sec): 3 clusters Score: Raw -238264.899459 + Penalty 1489.659467 = -236775.239992 nChanged 50 SP:Iteration 12Q (14783.325364 sec): 3 clusters Score: Raw -238289.751095 + Penalty 1489.659467 = -236800.091628 nChanged 38 SP:Iteration 13Q (14783.334725 sec): 3 clusters Score: Raw -238311.790611 + Penalty 1489.659467 = -236822.131144 nChanged 38 SP:Iteration 14Q (14783.344106 sec): 3 clusters Score: Raw -238333.543288 + Penalty 1489.659467 = -236843.883821 nChanged 28 SP:Iteration 15Q (14783.353443 sec): 3 clusters Score: Raw -238347.704271 + Penalty 1489.659467 = -236858.044804 nChanged 27 SP:Iteration 16Q (14783.362799 sec): 3 clusters Score: Raw -238361.261958 + Penalty 1489.659467 = -236871.602492 nChanged 22 SP:Iteration 17Q (14783.372066 sec): 3 clusters Score: Raw -238371.503345 + Penalty 1489.659467 = -236881.843878 nChanged 14 SP:Iteration 18Q (14783.381291 sec): 3 clusters Score: Raw -238377.167087 + Penalty 1489.659467 = -236887.507620 nChanged 9 SP:Iteration 19Q (14783.390515 sec): 3 clusters Score: Raw -238380.950963 + Penalty 1489.659467 = -236891.291496 nChanged 10 SP:Iteration 20F (14783.399786 sec): 3 clusters Score: Raw -238385.266963 + Penalty 1489.659467 = -236895.607496 nChanged 10 SP:Iteration 21Q (14783.409000 sec): 3 clusters Score: Raw -238388.714758 + Penalty 1489.659467 = -236899.055292 nChanged 11 SP:Iteration 22Q (14783.418255 sec): 3 clusters Score: Raw -238391.562686 + Penalty 1489.659467 = -236901.903219 nChanged 4 SP:Iteration 23Q (14783.427506 sec): 3 clusters Score: Raw -238392.463795 + Penalty 1489.659467 = -236902.804328 nChanged 0 SP:Iteration 24F (14783.436955 sec): 3 clusters Score: Raw -238392.463795 + Penalty 1489.659467 = -236902.804328 nChanged 0 Trying to split cluster 13 (33625 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14783.489240 sec): 2 clusters Score: Raw -3227342.942952 + Penalty 990.187386 = -3226352.755566 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14783.544475 sec): 3 clusters Score: Raw -3205959.460395 + Penalty 1980.374772 = -3203979.085623 nChanged 15735 SP:Iteration 1F (14783.595517 sec): 3 clusters Score: Raw -3215180.021902 + Penalty 1980.374772 = -3213199.647130 nChanged 1895 SP:Iteration 2F (14783.647098 sec): 3 clusters Score: Raw -3216165.369392 + Penalty 1980.374772 = -3214184.994620 nChanged 2044 SP:Iteration 3F (14783.698451 sec): 3 clusters Score: Raw -3217500.210158 + Penalty 1980.374772 = -3215519.835386 nChanged 2232 SP:Iteration 4F (14783.749812 sec): 3 clusters Score: Raw -3219048.734426 + Penalty 1980.374772 = -3217068.359654 nChanged 2143 SP:Iteration 5F (14783.801250 sec): 3 clusters Score: Raw -3220445.134354 + Penalty 1980.374772 = -3218464.759582 nChanged 1867 SP:Iteration 6F (14783.852739 sec): 3 clusters Score: Raw -3221501.080895 + Penalty 1980.374772 = -3219520.706123 nChanged 1554 SP:Iteration 7Q (14783.904208 sec): 3 clusters Score: Raw -3222264.581517 + Penalty 1980.374772 = -3220284.206744 nChanged 1303 SP:Iteration 8Q (14783.954297 sec): 3 clusters Score: Raw -3222782.294609 + Penalty 1980.374772 = -3220801.919836 nChanged 962 SP:Iteration 9Q (14784.004135 sec): 3 clusters Score: Raw -3223095.713015 + Penalty 1980.374772 = -3221115.338243 nChanged 780 SP:Iteration 10Q (14784.053679 sec): 3 clusters Score: Raw -3223322.587130 + Penalty 1980.374772 = -3221342.212357 nChanged 665 SP:Iteration 11Q (14784.102598 sec): 3 clusters Score: Raw -3223507.499330 + Penalty 1980.374772 = -3221527.124557 nChanged 557 SP:Iteration 12Q (14784.151615 sec): 3 clusters Score: Raw -3223640.651640 + Penalty 1980.374772 = -3221660.276868 nChanged 483 SP:Iteration 13Q (14784.200300 sec): 3 clusters Score: Raw -3223759.979416 + Penalty 1980.374772 = -3221779.604644 nChanged 493 SP:Iteration 14Q (14784.249150 sec): 3 clusters Score: Raw -3223888.794985 + Penalty 1980.374772 = -3221908.420213 nChanged 504 SP:Iteration 15Q (14784.297825 sec): 3 clusters Score: Raw -3224027.760869 + Penalty 1980.374772 = -3222047.386097 nChanged 512 SP:Iteration 16Q (14784.346388 sec): 3 clusters Score: Raw -3224175.129277 + Penalty 1980.374772 = -3222194.754505 nChanged 560 SP:Iteration 17Q (14784.428414 sec): 3 clusters Score: Raw -3224347.596711 + Penalty 1980.374772 = -3222367.221939 nChanged 575 SP:Iteration 18Q (14784.477020 sec): 3 clusters Score: Raw -3224535.502170 + Penalty 1980.374772 = -3222555.127398 nChanged 589 SP:Iteration 19Q (14784.524591 sec): 3 clusters Score: Raw -3224729.908439 + Penalty 1980.374772 = -3222749.533667 nChanged 610 SP:Iteration 20F (14784.575311 sec): 3 clusters Score: Raw -3224943.795546 + Penalty 1980.374772 = -3222963.420773 nChanged 619 SP:Iteration 21Q (14784.623231 sec): 3 clusters Score: Raw -3225164.229768 + Penalty 1980.374772 = -3223183.854996 nChanged 692 SP:Iteration 22Q (14784.669999 sec): 3 clusters Score: Raw -3225426.598184 + Penalty 1980.374772 = -3223446.223411 nChanged 700 SP:Iteration 23Q (14784.716579 sec): 3 clusters Score: Raw -3225712.861448 + Penalty 1980.374772 = -3223732.486676 nChanged 631 SP:Iteration 24Q (14784.762776 sec): 3 clusters Score: Raw -3225967.259294 + Penalty 1980.374772 = -3223986.884521 nChanged 618 SP:Iteration 25Q (14784.808308 sec): 3 clusters Score: Raw -3226217.484564 + Penalty 1980.374772 = -3224237.109792 nChanged 542 SP:Iteration 26Q (14784.853970 sec): 3 clusters Score: Raw -3226440.467869 + Penalty 1980.374772 = -3224460.093097 nChanged 490 SP:Iteration 27Q (14784.899435 sec): 3 clusters Score: Raw -3226645.809525 + Penalty 1980.374772 = -3224665.434753 nChanged 430 SP:Iteration 28Q (14784.944211 sec): 3 clusters Score: Raw -3226829.832561 + Penalty 1980.374772 = -3224849.457789 nChanged 341 SP:Iteration 29Q (14784.988605 sec): 3 clusters Score: Raw -3226971.324529 + Penalty 1980.374772 = -3224990.949757 nChanged 254 SP:Iteration 30Q (14785.033098 sec): 3 clusters Score: Raw -3227059.441820 + Penalty 1980.374772 = -3225079.067048 nChanged 185 SP:Iteration 31Q (14785.077205 sec): 3 clusters Score: Raw -3227126.122114 + Penalty 1980.374772 = -3225145.747341 nChanged 179 SP:Iteration 32Q (14785.120835 sec): 3 clusters Score: Raw -3227195.201961 + Penalty 1980.374772 = -3225214.827189 nChanged 160 SP:Iteration 33Q (14785.164576 sec): 3 clusters Score: Raw -3227265.781300 + Penalty 1980.374772 = -3225285.406528 nChanged 132 SP:Iteration 34Q (14785.208157 sec): 3 clusters Score: Raw -3227315.967172 + Penalty 1980.374772 = -3225335.592399 nChanged 97 SP:Iteration 35Q (14785.251293 sec): 3 clusters Score: Raw -3227351.041399 + Penalty 1980.374772 = -3225370.666627 nChanged 76 SP:Iteration 36Q (14785.294545 sec): 3 clusters Score: Raw -3227380.233179 + Penalty 1980.374772 = -3225399.858407 nChanged 67 SP:Iteration 37Q (14785.337411 sec): 3 clusters Score: Raw -3227408.787295 + Penalty 1980.374772 = -3225428.412522 nChanged 62 SP:Iteration 38Q (14785.379939 sec): 3 clusters Score: Raw -3227430.860040 + Penalty 1980.374772 = -3225450.485267 nChanged 52 SP:Iteration 39Q (14785.422946 sec): 3 clusters Score: Raw -3227449.464473 + Penalty 1980.374772 = -3225469.089700 nChanged 47 SP:Iteration 40F (14785.473123 sec): 3 clusters Score: Raw -3227466.818397 + Penalty 1980.374772 = -3225486.443625 nChanged 40 SP:Iteration 41Q (14785.516578 sec): 3 clusters Score: Raw -3227480.160371 + Penalty 1980.374772 = -3225499.785599 nChanged 29 SP:Iteration 42Q (14785.559356 sec): 3 clusters Score: Raw -3227490.257460 + Penalty 1980.374772 = -3225509.882688 nChanged 22 SP:Iteration 43Q (14785.601970 sec): 3 clusters Score: Raw -3227498.050177 + Penalty 1980.374772 = -3225517.675404 nChanged 16 SP:Iteration 44Q (14785.644564 sec): 3 clusters Score: Raw -3227502.668428 + Penalty 1980.374772 = -3225522.293656 nChanged 19 SP:Iteration 45Q (14785.687475 sec): 3 clusters Score: Raw -3227510.014754 + Penalty 1980.374772 = -3225529.639982 nChanged 18 SP:Iteration 46Q (14785.730446 sec): 3 clusters Score: Raw -3227516.159439 + Penalty 1980.374772 = -3225535.784667 nChanged 13 SP:Iteration 47Q (14785.772707 sec): 3 clusters Score: Raw -3227521.289023 + Penalty 1980.374772 = -3225540.914250 nChanged 18 SP:Iteration 48Q (14785.815423 sec): 3 clusters Score: Raw -3227530.330967 + Penalty 1980.374772 = -3225549.956195 nChanged 23 SP:Iteration 49Q (14785.858147 sec): 3 clusters Score: Raw -3227541.335756 + Penalty 1980.374772 = -3225560.960984 nChanged 22 SP:Iteration 50Q (14785.900607 sec): 3 clusters Score: Raw -3227549.918762 + Penalty 1980.374772 = -3225569.543990 nChanged 14 SP:Iteration 51Q (14785.943572 sec): 3 clusters Score: Raw -3227555.148249 + Penalty 1980.374772 = -3225574.773477 nChanged 12 SP:Iteration 52Q (14785.985970 sec): 3 clusters Score: Raw -3227559.519120 + Penalty 1980.374772 = -3225579.144348 nChanged 10 SP:Iteration 53Q (14786.028702 sec): 3 clusters Score: Raw -3227562.049616 + Penalty 1980.374772 = -3225581.674844 nChanged 6 SP:Iteration 54Q (14786.071406 sec): 3 clusters Score: Raw -3227564.165990 + Penalty 1980.374772 = -3225583.791218 nChanged 7 SP:Iteration 55Q (14786.113753 sec): 3 clusters Score: Raw -3227565.673881 + Penalty 1980.374772 = -3225585.299108 nChanged 3 SP:Iteration 56Q (14786.156432 sec): 3 clusters Score: Raw -3227566.419032 + Penalty 1980.374772 = -3225586.044260 nChanged 3 SP:Iteration 57Q (14786.199083 sec): 3 clusters Score: Raw -3227566.902350 + Penalty 1980.374772 = -3225586.527577 nChanged 3 SP:Iteration 58Q (14786.241438 sec): 3 clusters Score: Raw -3227567.902242 + Penalty 1980.374772 = -3225587.527469 nChanged 3 SP:Iteration 59Q (14786.283994 sec): 3 clusters Score: Raw -3227569.008687 + Penalty 1980.374772 = -3225588.633915 nChanged 6 SP:Iteration 60F (14786.334124 sec): 3 clusters Score: Raw -3227570.904828 + Penalty 1980.374772 = -3225590.530056 nChanged 7 SP:Iteration 61Q (14786.377856 sec): 3 clusters Score: Raw -3227573.644854 + Penalty 1980.374772 = -3225593.270082 nChanged 7 SP:Iteration 62Q (14786.420077 sec): 3 clusters Score: Raw -3227576.156149 + Penalty 1980.374772 = -3225595.781377 nChanged 9 SP:Iteration 63Q (14786.462747 sec): 3 clusters Score: Raw -3227580.100979 + Penalty 1980.374772 = -3225599.726207 nChanged 10 SP:Iteration 64Q (14786.504908 sec): 3 clusters Score: Raw -3227582.932908 + Penalty 1980.374772 = -3225602.558136 nChanged 5 SP:Iteration 65Q (14786.547491 sec): 3 clusters Score: Raw -3227584.378735 + Penalty 1980.374772 = -3225604.003963 nChanged 2 SP:Iteration 66Q (14786.590135 sec): 3 clusters Score: Raw -3227584.984027 + Penalty 1980.374772 = -3225604.609255 nChanged 3 SP:Iteration 67Q (14786.632715 sec): 3 clusters Score: Raw -3227586.131399 + Penalty 1980.374772 = -3225605.756626 nChanged 3 SP:Iteration 68Q (14786.675093 sec): 3 clusters Score: Raw -3227588.171827 + Penalty 1980.374772 = -3225607.797054 nChanged 6 SP:Iteration 69Q (14786.717580 sec): 3 clusters Score: Raw -3227590.414685 + Penalty 1980.374772 = -3225610.039913 nChanged 5 SP:Iteration 70Q (14786.759987 sec): 3 clusters Score: Raw -3227591.525808 + Penalty 1980.374772 = -3225611.151035 nChanged 3 SP:Iteration 71Q (14786.802719 sec): 3 clusters Score: Raw -3227592.560120 + Penalty 1980.374772 = -3225612.185347 nChanged 1 SP:Iteration 72Q (14786.845068 sec): 3 clusters Score: Raw -3227592.938949 + Penalty 1980.374772 = -3225612.564177 nChanged 1 SP:Iteration 73Q (14786.887583 sec): 3 clusters Score: Raw -3227593.176510 + Penalty 1980.374772 = -3225612.801738 nChanged 1 SP:Iteration 74Q (14786.930189 sec): 3 clusters Score: Raw -3227593.574474 + Penalty 1980.374772 = -3225613.199702 nChanged 0 SP:Iteration 75F (14786.980384 sec): 3 clusters Score: Raw -3227593.574474 + Penalty 1980.374772 = -3225613.199702 nChanged 0 Trying to split cluster 14 (66853 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14787.053824 sec): 2 clusters Score: Raw -6123666.647347 + Penalty 1055.473889 = -6122611.173458 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14787.147070 sec): 3 clusters Score: Raw -6079940.725880 + Penalty 2110.947777 = -6077829.778103 nChanged 32165 SP:Iteration 1F (14787.236171 sec): 3 clusters Score: Raw -6099057.382593 + Penalty 2110.947777 = -6096946.434816 nChanged 2739 SP:Iteration 2Q (14787.330809 sec): 3 clusters Score: Raw -6099864.181784 + Penalty 2110.947777 = -6097753.234007 nChanged 2710 SP:Iteration 3Q (14787.425232 sec): 3 clusters Score: Raw -6100800.026908 + Penalty 2110.947777 = -6098689.079131 nChanged 2923 SP:Iteration 4Q (14787.519427 sec): 3 clusters Score: Raw -6102018.577026 + Penalty 2110.947777 = -6099907.629249 nChanged 3358 SP:Iteration 5F (14787.607817 sec): 3 clusters Score: Raw -6103689.343323 + Penalty 2110.947777 = -6101578.395546 nChanged 3776 SP:Iteration 6F (14787.696328 sec): 3 clusters Score: Raw -6106062.088039 + Penalty 2110.947777 = -6103951.140262 nChanged 4224 SP:Iteration 7F (14787.784700 sec): 3 clusters Score: Raw -6109314.167214 + Penalty 2110.947777 = -6107203.219437 nChanged 4330 SP:Iteration 8F (14787.873102 sec): 3 clusters Score: Raw -6112729.362165 + Penalty 2110.947777 = -6110618.414388 nChanged 3557 SP:Iteration 9F (14787.961345 sec): 3 clusters Score: Raw -6115044.460520 + Penalty 2110.947777 = -6112933.512743 nChanged 2494 SP:Iteration 10Q (14788.052374 sec): 3 clusters Score: Raw -6116244.082638 + Penalty 2110.947777 = -6114133.134861 nChanged 1658 SP:Iteration 11Q (14788.142238 sec): 3 clusters Score: Raw -6116970.752775 + Penalty 2110.947777 = -6114859.804998 nChanged 1406 SP:Iteration 12Q (14788.231285 sec): 3 clusters Score: Raw -6117666.894685 + Penalty 2110.947777 = -6115555.946908 nChanged 1311 SP:Iteration 13Q (14788.319594 sec): 3 clusters Score: Raw -6118331.617494 + Penalty 2110.947777 = -6116220.669717 nChanged 1255 SP:Iteration 14Q (14788.406997 sec): 3 clusters Score: Raw -6119012.038207 + Penalty 2110.947777 = -6116901.090430 nChanged 1187 SP:Iteration 15Q (14788.493747 sec): 3 clusters Score: Raw -6119717.099795 + Penalty 2110.947777 = -6117606.152018 nChanged 1139 SP:Iteration 16Q (14788.579691 sec): 3 clusters Score: Raw -6120346.444337 + Penalty 2110.947777 = -6118235.496560 nChanged 1051 SP:Iteration 17Q (14788.664438 sec): 3 clusters Score: Raw -6120882.949584 + Penalty 2110.947777 = -6118772.001807 nChanged 929 SP:Iteration 18Q (14788.748689 sec): 3 clusters Score: Raw -6121282.191454 + Penalty 2110.947777 = -6119171.243677 nChanged 776 SP:Iteration 19Q (14788.832335 sec): 3 clusters Score: Raw -6121565.892355 + Penalty 2110.947777 = -6119454.944578 nChanged 654 SP:Iteration 20F (14788.920776 sec): 3 clusters Score: Raw -6121771.471060 + Penalty 2110.947777 = -6119660.523283 nChanged 544 SP:Iteration 21Q (14789.003895 sec): 3 clusters Score: Raw -6121916.470906 + Penalty 2110.947777 = -6119805.523129 nChanged 485 SP:Iteration 22Q (14789.086278 sec): 3 clusters Score: Raw -6122038.131911 + Penalty 2110.947777 = -6119927.184134 nChanged 404 SP:Iteration 23Q (14789.168533 sec): 3 clusters Score: Raw -6122130.161889 + Penalty 2110.947777 = -6120019.214111 nChanged 364 SP:Iteration 24Q (14789.250159 sec): 3 clusters Score: Raw -6122203.657818 + Penalty 2110.947777 = -6120092.710041 nChanged 332 SP:Iteration 25Q (14789.331534 sec): 3 clusters Score: Raw -6122260.522582 + Penalty 2110.947777 = -6120149.574805 nChanged 294 SP:Iteration 26Q (14789.412478 sec): 3 clusters Score: Raw -6122309.633598 + Penalty 2110.947777 = -6120198.685821 nChanged 292 SP:Iteration 27Q (14789.493245 sec): 3 clusters Score: Raw -6122360.470424 + Penalty 2110.947777 = -6120249.522647 nChanged 269 SP:Iteration 28Q (14789.573830 sec): 3 clusters Score: Raw -6122405.720229 + Penalty 2110.947777 = -6120294.772452 nChanged 290 SP:Iteration 29Q (14789.654370 sec): 3 clusters Score: Raw -6122454.526700 + Penalty 2110.947777 = -6120343.578923 nChanged 258 SP:Iteration 30Q (14789.734515 sec): 3 clusters Score: Raw -6122492.437218 + Penalty 2110.947777 = -6120381.489441 nChanged 233 SP:Iteration 31Q (14789.814340 sec): 3 clusters Score: Raw -6122524.605736 + Penalty 2110.947777 = -6120413.657959 nChanged 217 SP:Iteration 32Q (14789.894189 sec): 3 clusters Score: Raw -6122554.985449 + Penalty 2110.947777 = -6120444.037672 nChanged 241 SP:Iteration 33Q (14789.973809 sec): 3 clusters Score: Raw -6122590.727093 + Penalty 2110.947777 = -6120479.779316 nChanged 234 SP:Iteration 34Q (14790.053332 sec): 3 clusters Score: Raw -6122624.053835 + Penalty 2110.947777 = -6120513.106058 nChanged 215 SP:Iteration 35Q (14790.132705 sec): 3 clusters Score: Raw -6122653.223326 + Penalty 2110.947777 = -6120542.275549 nChanged 199 SP:Iteration 36Q (14790.211665 sec): 3 clusters Score: Raw -6122679.567565 + Penalty 2110.947777 = -6120568.619788 nChanged 196 SP:Iteration 37Q (14790.290408 sec): 3 clusters Score: Raw -6122706.551022 + Penalty 2110.947777 = -6120595.603245 nChanged 202 SP:Iteration 38Q (14790.368950 sec): 3 clusters Score: Raw -6122738.356990 + Penalty 2110.947777 = -6120627.409213 nChanged 188 SP:Iteration 39Q (14790.447454 sec): 3 clusters Score: Raw -6122766.706583 + Penalty 2110.947777 = -6120655.758805 nChanged 186 SP:Iteration 40F (14790.535656 sec): 3 clusters Score: Raw -6122793.639643 + Penalty 2110.947777 = -6120682.691866 nChanged 179 SP:Iteration 41Q (14790.613967 sec): 3 clusters Score: Raw -6122816.703137 + Penalty 2110.947777 = -6120705.755360 nChanged 159 SP:Iteration 42Q (14790.692224 sec): 3 clusters Score: Raw -6122837.918280 + Penalty 2110.947777 = -6120726.970503 nChanged 155 SP:Iteration 43Q (14790.770445 sec): 3 clusters Score: Raw -6122860.050250 + Penalty 2110.947777 = -6120749.102473 nChanged 162 SP:Iteration 44Q (14790.848426 sec): 3 clusters Score: Raw -6122883.213374 + Penalty 2110.947777 = -6120772.265597 nChanged 165 SP:Iteration 45Q (14790.926446 sec): 3 clusters Score: Raw -6122909.160466 + Penalty 2110.947777 = -6120798.212689 nChanged 174 SP:Iteration 46Q (14791.004307 sec): 3 clusters Score: Raw -6122934.140721 + Penalty 2110.947777 = -6120823.192944 nChanged 158 SP:Iteration 47Q (14791.082099 sec): 3 clusters Score: Raw -6122955.697386 + Penalty 2110.947777 = -6120844.749609 nChanged 154 SP:Iteration 48Q (14791.159854 sec): 3 clusters Score: Raw -6122978.817945 + Penalty 2110.947777 = -6120867.870168 nChanged 155 SP:Iteration 49Q (14791.237631 sec): 3 clusters Score: Raw -6122999.481792 + Penalty 2110.947777 = -6120888.534015 nChanged 140 SP:Iteration 50Q (14791.315042 sec): 3 clusters Score: Raw -6123018.504687 + Penalty 2110.947777 = -6120907.556910 nChanged 159 SP:Iteration 51Q (14791.392333 sec): 3 clusters Score: Raw -6123039.885745 + Penalty 2110.947777 = -6120928.937967 nChanged 136 SP:Iteration 52Q (14791.469417 sec): 3 clusters Score: Raw -6123058.248471 + Penalty 2110.947777 = -6120947.300694 nChanged 148 SP:Iteration 53Q (14791.546475 sec): 3 clusters Score: Raw -6123077.974917 + Penalty 2110.947777 = -6120967.027140 nChanged 133 SP:Iteration 54Q (14791.623291 sec): 3 clusters Score: Raw -6123095.059506 + Penalty 2110.947777 = -6120984.111729 nChanged 131 SP:Iteration 55Q (14791.700119 sec): 3 clusters Score: Raw -6123111.565800 + Penalty 2110.947777 = -6121000.618023 nChanged 129 SP:Iteration 56Q (14791.777113 sec): 3 clusters Score: Raw -6123127.915650 + Penalty 2110.947777 = -6121016.967873 nChanged 130 SP:Iteration 57Q (14791.853781 sec): 3 clusters Score: Raw -6123147.697762 + Penalty 2110.947777 = -6121036.749985 nChanged 135 SP:Iteration 58Q (14791.952514 sec): 3 clusters Score: Raw -6123171.503848 + Penalty 2110.947777 = -6121060.556070 nChanged 139 SP:Iteration 59Q (14792.029025 sec): 3 clusters Score: Raw -6123195.539870 + Penalty 2110.947777 = -6121084.592093 nChanged 145 SP:Iteration 60F (14792.117013 sec): 3 clusters Score: Raw -6123219.380799 + Penalty 2110.947777 = -6121108.433022 nChanged 146 SP:Iteration 61Q (14792.193278 sec): 3 clusters Score: Raw -6123244.385278 + Penalty 2110.947777 = -6121133.437501 nChanged 141 SP:Iteration 62Q (14792.269592 sec): 3 clusters Score: Raw -6123269.817537 + Penalty 2110.947777 = -6121158.869760 nChanged 144 SP:Iteration 63Q (14792.345682 sec): 3 clusters Score: Raw -6123301.105200 + Penalty 2110.947777 = -6121190.157423 nChanged 158 SP:Iteration 64Q (14792.421791 sec): 3 clusters Score: Raw -6123334.478205 + Penalty 2110.947777 = -6121223.530428 nChanged 157 SP:Iteration 65Q (14792.497353 sec): 3 clusters Score: Raw -6123368.899053 + Penalty 2110.947777 = -6121257.951276 nChanged 147 SP:Iteration 66Q (14792.572986 sec): 3 clusters Score: Raw -6123398.522963 + Penalty 2110.947777 = -6121287.575186 nChanged 144 SP:Iteration 67Q (14792.648585 sec): 3 clusters Score: Raw -6123426.131985 + Penalty 2110.947777 = -6121315.184208 nChanged 134 SP:Iteration 68Q (14792.723940 sec): 3 clusters Score: Raw -6123453.666391 + Penalty 2110.947777 = -6121342.718614 nChanged 138 SP:Iteration 69Q (14792.799517 sec): 3 clusters Score: Raw -6123478.511223 + Penalty 2110.947777 = -6121367.563446 nChanged 120 SP:Iteration 70Q (14792.875048 sec): 3 clusters Score: Raw -6123499.030682 + Penalty 2110.947777 = -6121388.082905 nChanged 118 SP:Iteration 71Q (14792.950421 sec): 3 clusters Score: Raw -6123524.707319 + Penalty 2110.947777 = -6121413.759542 nChanged 120 SP:Iteration 72Q (14793.025513 sec): 3 clusters Score: Raw -6123554.936993 + Penalty 2110.947777 = -6121443.989216 nChanged 136 SP:Iteration 73Q (14793.100520 sec): 3 clusters Score: Raw -6123587.994399 + Penalty 2110.947777 = -6121477.046622 nChanged 116 SP:Iteration 74Q (14793.175511 sec): 3 clusters Score: Raw -6123614.380109 + Penalty 2110.947777 = -6121503.432332 nChanged 116 SP:Iteration 75Q (14793.250459 sec): 3 clusters Score: Raw -6123641.105873 + Penalty 2110.947777 = -6121530.158096 nChanged 114 SP:Iteration 76Q (14793.325268 sec): 3 clusters Score: Raw -6123668.036577 + Penalty 2110.947777 = -6121557.088800 nChanged 113 SP:Iteration 77Q (14793.399990 sec): 3 clusters Score: Raw -6123694.884778 + Penalty 2110.947777 = -6121583.937001 nChanged 118 SP:Iteration 78Q (14793.474615 sec): 3 clusters Score: Raw -6123725.396563 + Penalty 2110.947777 = -6121614.448786 nChanged 110 SP:Iteration 79Q (14793.549224 sec): 3 clusters Score: Raw -6123754.782238 + Penalty 2110.947777 = -6121643.834461 nChanged 98 SP:Iteration 80F (14793.637155 sec): 3 clusters Score: Raw -6123778.484166 + Penalty 2110.947777 = -6121667.536389 nChanged 106 SP:Iteration 81Q (14793.711638 sec): 3 clusters Score: Raw -6123801.822704 + Penalty 2110.947777 = -6121690.874927 nChanged 91 SP:Iteration 82Q (14793.786140 sec): 3 clusters Score: Raw -6123825.505787 + Penalty 2110.947777 = -6121714.558010 nChanged 93 SP:Iteration 83Q (14793.860783 sec): 3 clusters Score: Raw -6123851.048003 + Penalty 2110.947777 = -6121740.100226 nChanged 86 SP:Iteration 84Q (14793.934900 sec): 3 clusters Score: Raw -6123872.881000 + Penalty 2110.947777 = -6121761.933223 nChanged 71 SP:Iteration 85Q (14794.009142 sec): 3 clusters Score: Raw -6123886.541374 + Penalty 2110.947777 = -6121775.593597 nChanged 59 SP:Iteration 86Q (14794.083601 sec): 3 clusters Score: Raw -6123898.779367 + Penalty 2110.947777 = -6121787.831590 nChanged 46 SP:Iteration 87Q (14794.157845 sec): 3 clusters Score: Raw -6123908.123961 + Penalty 2110.947777 = -6121797.176184 nChanged 36 SP:Iteration 88Q (14794.232016 sec): 3 clusters Score: Raw -6123915.001958 + Penalty 2110.947777 = -6121804.054181 nChanged 43 SP:Iteration 89Q (14794.306078 sec): 3 clusters Score: Raw -6123922.503076 + Penalty 2110.947777 = -6121811.555299 nChanged 39 SP:Iteration 90Q (14794.379374 sec): 3 clusters Score: Raw -6123929.233578 + Penalty 2110.947777 = -6121818.285801 nChanged 32 SP:Iteration 91Q (14794.452743 sec): 3 clusters Score: Raw -6123933.640469 + Penalty 2110.947777 = -6121822.692692 nChanged 23 SP:Iteration 92Q (14794.526219 sec): 3 clusters Score: Raw -6123937.577326 + Penalty 2110.947777 = -6121826.629549 nChanged 26 SP:Iteration 93Q (14794.599648 sec): 3 clusters Score: Raw -6123940.677891 + Penalty 2110.947777 = -6121829.730114 nChanged 16 SP:Iteration 94Q (14794.673059 sec): 3 clusters Score: Raw -6123942.594448 + Penalty 2110.947777 = -6121831.646671 nChanged 7 SP:Iteration 95Q (14794.746438 sec): 3 clusters Score: Raw -6123943.210279 + Penalty 2110.947777 = -6121832.262502 nChanged 7 SP:Iteration 96Q (14794.819727 sec): 3 clusters Score: Raw -6123943.999654 + Penalty 2110.947777 = -6121833.051877 nChanged 9 SP:Iteration 97Q (14794.892863 sec): 3 clusters Score: Raw -6123945.138833 + Penalty 2110.947777 = -6121834.191056 nChanged 11 SP:Iteration 98Q (14794.966191 sec): 3 clusters Score: Raw -6123946.419162 + Penalty 2110.947777 = -6121835.471385 nChanged 9 SP:Iteration 99Q (14795.039520 sec): 3 clusters Score: Raw -6123947.138631 + Penalty 2110.947777 = -6121836.190854 nChanged 8 SP:Iteration 100F (14795.126527 sec): 3 clusters Score: Raw -6123948.142865 + Penalty 2110.947777 = -6121837.195088 nChanged 10 SP:Iteration 101Q (14795.199867 sec): 3 clusters Score: Raw -6123949.493166 + Penalty 2110.947777 = -6121838.545389 nChanged 10 SP:Iteration 102Q (14795.273085 sec): 3 clusters Score: Raw -6123950.631701 + Penalty 2110.947777 = -6121839.683924 nChanged 12 SP:Iteration 103Q (14795.346345 sec): 3 clusters Score: Raw -6123952.226400 + Penalty 2110.947777 = -6121841.278623 nChanged 14 SP:Iteration 104Q (14795.419690 sec): 3 clusters Score: Raw -6123953.749939 + Penalty 2110.947777 = -6121842.802162 nChanged 13 SP:Iteration 105Q (14795.502670 sec): 3 clusters Score: Raw -6123955.598512 + Penalty 2110.947777 = -6121844.650735 nChanged 13 SP:Iteration 106Q (14795.575936 sec): 3 clusters Score: Raw -6123957.573920 + Penalty 2110.947777 = -6121846.626143 nChanged 16 SP:Iteration 107Q (14795.649517 sec): 3 clusters Score: Raw -6123960.004575 + Penalty 2110.947777 = -6121849.056798 nChanged 15 SP:Iteration 108Q (14795.722838 sec): 3 clusters Score: Raw -6123962.000679 + Penalty 2110.947777 = -6121851.052902 nChanged 17 SP:Iteration 109Q (14795.795975 sec): 3 clusters Score: Raw -6123964.155648 + Penalty 2110.947777 = -6121853.207870 nChanged 15 SP:Iteration 110Q (14795.869215 sec): 3 clusters Score: Raw -6123966.698432 + Penalty 2110.947777 = -6121855.750655 nChanged 17 SP:Iteration 111Q (14795.942412 sec): 3 clusters Score: Raw -6123969.214556 + Penalty 2110.947777 = -6121858.266779 nChanged 13 SP:Iteration 112Q (14796.015876 sec): 3 clusters Score: Raw -6123971.169171 + Penalty 2110.947777 = -6121860.221394 nChanged 14 SP:Iteration 113Q (14796.088990 sec): 3 clusters Score: Raw -6123973.130855 + Penalty 2110.947777 = -6121862.183078 nChanged 12 SP:Iteration 114Q (14796.162095 sec): 3 clusters Score: Raw -6123975.375048 + Penalty 2110.947777 = -6121864.427271 nChanged 16 SP:Iteration 115Q (14796.235335 sec): 3 clusters Score: Raw -6123977.791756 + Penalty 2110.947777 = -6121866.843979 nChanged 15 SP:Iteration 116Q (14796.308581 sec): 3 clusters Score: Raw -6123980.334397 + Penalty 2110.947777 = -6121869.386620 nChanged 13 SP:Iteration 117Q (14796.381724 sec): 3 clusters Score: Raw -6123982.064528 + Penalty 2110.947777 = -6121871.116751 nChanged 10 SP:Iteration 118Q (14796.454693 sec): 3 clusters Score: Raw -6123984.103382 + Penalty 2110.947777 = -6121873.155605 nChanged 16 SP:Iteration 119Q (14796.527932 sec): 3 clusters Score: Raw -6123986.492098 + Penalty 2110.947777 = -6121875.544321 nChanged 18 SP:Iteration 120F (14796.615019 sec): 3 clusters Score: Raw -6123988.561679 + Penalty 2110.947777 = -6121877.613902 nChanged 8 SP:Iteration 121Q (14796.688163 sec): 3 clusters Score: Raw -6123989.734108 + Penalty 2110.947777 = -6121878.786331 nChanged 8 SP:Iteration 122Q (14796.761264 sec): 3 clusters Score: Raw -6123990.657919 + Penalty 2110.947777 = -6121879.710142 nChanged 5 SP:Iteration 123Q (14796.834408 sec): 3 clusters Score: Raw -6123991.393750 + Penalty 2110.947777 = -6121880.445973 nChanged 6 SP:Iteration 124Q (14796.907585 sec): 3 clusters Score: Raw -6123991.800561 + Penalty 2110.947777 = -6121880.852784 nChanged 5 SP:Iteration 125Q (14796.980732 sec): 3 clusters Score: Raw -6123992.163697 + Penalty 2110.947777 = -6121881.215920 nChanged 6 SP:Iteration 126Q (14797.053815 sec): 3 clusters Score: Raw -6123992.710669 + Penalty 2110.947777 = -6121881.762892 nChanged 5 SP:Iteration 127Q (14797.127025 sec): 3 clusters Score: Raw -6123993.341287 + Penalty 2110.947777 = -6121882.393510 nChanged 6 SP:Iteration 128Q (14797.200245 sec): 3 clusters Score: Raw -6123993.917615 + Penalty 2110.947777 = -6121882.969838 nChanged 3 SP:Iteration 129Q (14797.273469 sec): 3 clusters Score: Raw -6123994.243735 + Penalty 2110.947777 = -6121883.295958 nChanged 1 SP:Iteration 130Q (14797.346638 sec): 3 clusters Score: Raw -6123994.342513 + Penalty 2110.947777 = -6121883.394736 nChanged 2 SP:Iteration 131Q (14797.419920 sec): 3 clusters Score: Raw -6123994.524454 + Penalty 2110.947777 = -6121883.576677 nChanged 1 SP:Iteration 132Q (14797.493006 sec): 3 clusters Score: Raw -6123994.617810 + Penalty 2110.947777 = -6121883.670033 nChanged 2 SP:Iteration 133Q (14797.566211 sec): 3 clusters Score: Raw -6123994.811833 + Penalty 2110.947777 = -6121883.864056 nChanged 0 SP:Iteration 134F (14797.653309 sec): 3 clusters Score: Raw -6123994.811833 + Penalty 2110.947777 = -6121883.864056 nChanged 0 Trying to split cluster 15 (3059 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14797.661197 sec): 2 clusters Score: Raw -282521.551886 + Penalty 762.455118 = -281759.096768 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14797.673097 sec): 3 clusters Score: Raw -280949.657315 + Penalty 1524.910235 = -279424.747080 nChanged 1224 SP:Iteration 1F (14797.684257 sec): 3 clusters Score: Raw -281688.087657 + Penalty 1524.910235 = -280163.177422 nChanged 255 SP:Iteration 2F (14797.695327 sec): 3 clusters Score: Raw -281871.079418 + Penalty 1524.910235 = -280346.169183 nChanged 201 SP:Iteration 3F (14797.706324 sec): 3 clusters Score: Raw -282002.342026 + Penalty 1524.910235 = -280477.431791 nChanged 153 SP:Iteration 4F (14797.717486 sec): 3 clusters Score: Raw -282092.129683 + Penalty 1524.910235 = -280567.219448 nChanged 120 SP:Iteration 5Q (14797.728555 sec): 3 clusters Score: Raw -282162.016081 + Penalty 1524.910235 = -280637.105845 nChanged 108 SP:Iteration 6Q (14797.739496 sec): 3 clusters Score: Raw -282222.478903 + Penalty 1524.910235 = -280697.568668 nChanged 96 SP:Iteration 7Q (14797.750562 sec): 3 clusters Score: Raw -282276.820082 + Penalty 1524.910235 = -280751.909846 nChanged 84 SP:Iteration 8Q (14797.761612 sec): 3 clusters Score: Raw -282325.392866 + Penalty 1524.910235 = -280800.482631 nChanged 79 SP:Iteration 9Q (14797.772538 sec): 3 clusters Score: Raw -282365.848036 + Penalty 1524.910235 = -280840.937801 nChanged 54 SP:Iteration 10Q (14797.783542 sec): 3 clusters Score: Raw -282386.939227 + Penalty 1524.910235 = -280862.028991 nChanged 47 SP:Iteration 11Q (14797.794554 sec): 3 clusters Score: Raw -282404.285066 + Penalty 1524.910235 = -280879.374830 nChanged 41 SP:Iteration 12Q (14797.805538 sec): 3 clusters Score: Raw -282415.805224 + Penalty 1524.910235 = -280890.894989 nChanged 25 SP:Iteration 13Q (14797.816430 sec): 3 clusters Score: Raw -282423.279032 + Penalty 1524.910235 = -280898.368796 nChanged 25 SP:Iteration 14Q (14797.827377 sec): 3 clusters Score: Raw -282428.815625 + Penalty 1524.910235 = -280903.905389 nChanged 18 SP:Iteration 15Q (14797.838334 sec): 3 clusters Score: Raw -282433.842645 + Penalty 1524.910235 = -280908.932410 nChanged 13 SP:Iteration 16Q (14797.849329 sec): 3 clusters Score: Raw -282436.349033 + Penalty 1524.910235 = -280911.438798 nChanged 10 SP:Iteration 17Q (14797.860189 sec): 3 clusters Score: Raw -282438.508011 + Penalty 1524.910235 = -280913.597775 nChanged 9 SP:Iteration 18Q (14797.871220 sec): 3 clusters Score: Raw -282440.527070 + Penalty 1524.910235 = -280915.616835 nChanged 5 SP:Iteration 19Q (14797.882170 sec): 3 clusters Score: Raw -282441.547549 + Penalty 1524.910235 = -280916.637313 nChanged 9 SP:Iteration 20F (14797.893149 sec): 3 clusters Score: Raw -282442.904655 + Penalty 1524.910235 = -280917.994420 nChanged 3 SP:Iteration 21Q (14797.904177 sec): 3 clusters Score: Raw -282443.248444 + Penalty 1524.910235 = -280918.338209 nChanged 3 SP:Iteration 22Q (14797.915162 sec): 3 clusters Score: Raw -282443.975225 + Penalty 1524.910235 = -280919.064990 nChanged 7 SP:Iteration 23Q (14797.926132 sec): 3 clusters Score: Raw -282445.990646 + Penalty 1524.910235 = -280921.080411 nChanged 6 SP:Iteration 24Q (14797.937139 sec): 3 clusters Score: Raw -282446.985377 + Penalty 1524.910235 = -280922.075142 nChanged 4 SP:Iteration 25Q (14797.947970 sec): 3 clusters Score: Raw -282448.009034 + Penalty 1524.910235 = -280923.098799 nChanged 7 SP:Iteration 26Q (14797.958773 sec): 3 clusters Score: Raw -282449.456624 + Penalty 1524.910235 = -280924.546388 nChanged 3 SP:Iteration 27Q (14797.969762 sec): 3 clusters Score: Raw -282451.597192 + Penalty 1524.910235 = -280926.686957 nChanged 9 SP:Iteration 28Q (14797.980698 sec): 3 clusters Score: Raw -282454.443463 + Penalty 1524.910235 = -280929.533228 nChanged 9 SP:Iteration 29Q (14797.991623 sec): 3 clusters Score: Raw -282457.527675 + Penalty 1524.910235 = -280932.617440 nChanged 7 SP:Iteration 30Q (14798.002577 sec): 3 clusters Score: Raw -282459.869900 + Penalty 1524.910235 = -280934.959665 nChanged 9 SP:Iteration 31Q (14798.013502 sec): 3 clusters Score: Raw -282461.885847 + Penalty 1524.910235 = -280936.975612 nChanged 7 SP:Iteration 32Q (14798.024321 sec): 3 clusters Score: Raw -282465.338812 + Penalty 1524.910235 = -280940.428576 nChanged 16 SP:Iteration 33Q (14798.035276 sec): 3 clusters Score: Raw -282471.915594 + Penalty 1524.910235 = -280947.005359 nChanged 18 SP:Iteration 34Q (14798.046069 sec): 3 clusters Score: Raw -282477.594666 + Penalty 1524.910235 = -280952.684431 nChanged 22 SP:Iteration 35Q (14798.056891 sec): 3 clusters Score: Raw -282491.271515 + Penalty 1524.910235 = -280966.361280 nChanged 28 SP:Iteration 36Q (14798.067850 sec): 3 clusters Score: Raw -282505.264186 + Penalty 1524.910235 = -280980.353950 nChanged 28 SP:Iteration 37Q (14798.078650 sec): 3 clusters Score: Raw -282512.353920 + Penalty 1524.910235 = -280987.443685 nChanged 20 SP:Iteration 38Q (14798.089468 sec): 3 clusters Score: Raw -282518.528018 + Penalty 1524.910235 = -280993.617783 nChanged 16 SP:Iteration 39Q (14798.100447 sec): 3 clusters Score: Raw -282522.720437 + Penalty 1524.910235 = -280997.810201 nChanged 10 SP:Iteration 40F (14798.111447 sec): 3 clusters Score: Raw -282525.665050 + Penalty 1524.910235 = -281000.754814 nChanged 9 SP:Iteration 41Q (14798.122210 sec): 3 clusters Score: Raw -282529.761108 + Penalty 1524.910235 = -281004.850873 nChanged 8 SP:Iteration 42Q (14798.133111 sec): 3 clusters Score: Raw -282532.856079 + Penalty 1524.910235 = -281007.945843 nChanged 13 SP:Iteration 43Q (14798.144005 sec): 3 clusters Score: Raw -282537.297081 + Penalty 1524.910235 = -281012.386846 nChanged 11 SP:Iteration 44Q (14798.155044 sec): 3 clusters Score: Raw -282539.734324 + Penalty 1524.910235 = -281014.824088 nChanged 6 SP:Iteration 45Q (14798.165950 sec): 3 clusters Score: Raw -282541.799204 + Penalty 1524.910235 = -281016.888969 nChanged 6 SP:Iteration 46Q (14798.176799 sec): 3 clusters Score: Raw -282543.288859 + Penalty 1524.910235 = -281018.378624 nChanged 6 SP:Iteration 47Q (14798.187620 sec): 3 clusters Score: Raw -282544.226606 + Penalty 1524.910235 = -281019.316370 nChanged 3 SP:Iteration 48Q (14798.198498 sec): 3 clusters Score: Raw -282544.655324 + Penalty 1524.910235 = -281019.745089 nChanged 2 SP:Iteration 49Q (14798.210248 sec): 3 clusters Score: Raw -282544.943953 + Penalty 1524.910235 = -281020.033718 nChanged 1 SP:Iteration 50Q (14798.221013 sec): 3 clusters Score: Raw -282545.053229 + Penalty 1524.910235 = -281020.142993 nChanged 1 SP:Iteration 51Q (14798.231866 sec): 3 clusters Score: Raw -282545.128281 + Penalty 1524.910235 = -281020.218046 nChanged 0 SP:Iteration 52F (14798.242844 sec): 3 clusters Score: Raw -282545.128281 + Penalty 1524.910235 = -281020.218046 nChanged 0 Trying to split cluster 16 (19722 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14798.273828 sec): 2 clusters Score: Raw -1901356.908908 + Penalty 939.501554 = -1900417.407354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14798.311194 sec): 3 clusters Score: Raw -1889043.516193 + Penalty 1879.003108 = -1887164.513085 nChanged 9248 SP:Iteration 1F (14798.346458 sec): 3 clusters Score: Raw -1894187.088645 + Penalty 1879.003108 = -1892308.085537 nChanged 943 SP:Iteration 2Q (14798.381993 sec): 3 clusters Score: Raw -1894514.523028 + Penalty 1879.003108 = -1892635.519919 nChanged 898 SP:Iteration 3Q (14798.417556 sec): 3 clusters Score: Raw -1894886.657364 + Penalty 1879.003108 = -1893007.654256 nChanged 997 SP:Iteration 4F (14798.453023 sec): 3 clusters Score: Raw -1895350.872616 + Penalty 1879.003108 = -1893471.869507 nChanged 1009 SP:Iteration 5F (14798.488439 sec): 3 clusters Score: Raw -1895884.230627 + Penalty 1879.003108 = -1894005.227519 nChanged 1063 SP:Iteration 6F (14798.524020 sec): 3 clusters Score: Raw -1896498.240104 + Penalty 1879.003108 = -1894619.236996 nChanged 1056 SP:Iteration 7F (14798.559777 sec): 3 clusters Score: Raw -1897093.022189 + Penalty 1879.003108 = -1895214.019081 nChanged 947 SP:Iteration 8Q (14798.595208 sec): 3 clusters Score: Raw -1897589.136011 + Penalty 1879.003108 = -1895710.132903 nChanged 811 SP:Iteration 9Q (14798.630377 sec): 3 clusters Score: Raw -1897976.385597 + Penalty 1879.003108 = -1896097.382489 nChanged 674 SP:Iteration 10Q (14798.665536 sec): 3 clusters Score: Raw -1898273.966443 + Penalty 1879.003108 = -1896394.963335 nChanged 591 SP:Iteration 11Q (14798.710356 sec): 3 clusters Score: Raw -1898492.400736 + Penalty 1879.003108 = -1896613.397628 nChanged 447 SP:Iteration 12Q (14798.745082 sec): 3 clusters Score: Raw -1898629.513874 + Penalty 1879.003108 = -1896750.510766 nChanged 357 SP:Iteration 13Q (14798.779902 sec): 3 clusters Score: Raw -1898742.110478 + Penalty 1879.003108 = -1896863.107370 nChanged 339 SP:Iteration 14Q (14798.814736 sec): 3 clusters Score: Raw -1898852.877162 + Penalty 1879.003108 = -1896973.874054 nChanged 331 SP:Iteration 15Q (14798.849373 sec): 3 clusters Score: Raw -1898973.277568 + Penalty 1879.003108 = -1897094.274460 nChanged 342 SP:Iteration 16Q (14798.888057 sec): 3 clusters Score: Raw -1899091.799952 + Penalty 1879.003108 = -1897212.796844 nChanged 325 SP:Iteration 17Q (14798.922417 sec): 3 clusters Score: Raw -1899192.864875 + Penalty 1879.003108 = -1897313.861766 nChanged 310 SP:Iteration 18Q (14798.980114 sec): 3 clusters Score: Raw -1899298.283118 + Penalty 1879.003108 = -1897419.280010 nChanged 346 SP:Iteration 19Q (14799.014231 sec): 3 clusters Score: Raw -1899422.590497 + Penalty 1879.003108 = -1897543.587389 nChanged 354 SP:Iteration 20F (14799.049356 sec): 3 clusters Score: Raw -1899556.802777 + Penalty 1879.003108 = -1897677.799669 nChanged 366 SP:Iteration 21Q (14799.083868 sec): 3 clusters Score: Raw -1899697.651072 + Penalty 1879.003108 = -1897818.647964 nChanged 352 SP:Iteration 22Q (14799.118389 sec): 3 clusters Score: Raw -1899817.843986 + Penalty 1879.003108 = -1897938.840878 nChanged 317 SP:Iteration 23Q (14799.152792 sec): 3 clusters Score: Raw -1899920.599322 + Penalty 1879.003108 = -1898041.596214 nChanged 316 SP:Iteration 24Q (14799.187302 sec): 3 clusters Score: Raw -1900010.548262 + Penalty 1879.003108 = -1898131.545154 nChanged 274 SP:Iteration 25Q (14799.221607 sec): 3 clusters Score: Raw -1900092.320234 + Penalty 1879.003108 = -1898213.317126 nChanged 292 SP:Iteration 26Q (14799.255901 sec): 3 clusters Score: Raw -1900178.318986 + Penalty 1879.003108 = -1898299.315878 nChanged 296 SP:Iteration 27Q (14799.290079 sec): 3 clusters Score: Raw -1900266.067253 + Penalty 1879.003108 = -1898387.064145 nChanged 291 SP:Iteration 28Q (14799.324488 sec): 3 clusters Score: Raw -1900349.576958 + Penalty 1879.003108 = -1898470.573849 nChanged 269 SP:Iteration 29Q (14799.358726 sec): 3 clusters Score: Raw -1900417.231412 + Penalty 1879.003108 = -1898538.228304 nChanged 237 SP:Iteration 30Q (14799.392800 sec): 3 clusters Score: Raw -1900476.568282 + Penalty 1879.003108 = -1898597.565174 nChanged 253 SP:Iteration 31Q (14799.426957 sec): 3 clusters Score: Raw -1900541.200486 + Penalty 1879.003108 = -1898662.197378 nChanged 229 SP:Iteration 32Q (14799.461093 sec): 3 clusters Score: Raw -1900601.596971 + Penalty 1879.003108 = -1898722.593863 nChanged 222 SP:Iteration 33Q (14799.495301 sec): 3 clusters Score: Raw -1900670.226264 + Penalty 1879.003108 = -1898791.223156 nChanged 238 SP:Iteration 34Q (14799.529356 sec): 3 clusters Score: Raw -1900734.276216 + Penalty 1879.003108 = -1898855.273108 nChanged 213 SP:Iteration 35Q (14799.563420 sec): 3 clusters Score: Raw -1900786.362763 + Penalty 1879.003108 = -1898907.359655 nChanged 185 SP:Iteration 36Q (14799.597479 sec): 3 clusters Score: Raw -1900822.711516 + Penalty 1879.003108 = -1898943.708408 nChanged 168 SP:Iteration 37Q (14799.631750 sec): 3 clusters Score: Raw -1900861.143096 + Penalty 1879.003108 = -1898982.139988 nChanged 159 SP:Iteration 38Q (14799.690083 sec): 3 clusters Score: Raw -1900895.704685 + Penalty 1879.003108 = -1899016.701577 nChanged 125 SP:Iteration 39Q (14799.756593 sec): 3 clusters Score: Raw -1900920.590153 + Penalty 1879.003108 = -1899041.587045 nChanged 116 SP:Iteration 40F (14799.791731 sec): 3 clusters Score: Raw -1900951.630582 + Penalty 1879.003108 = -1899072.627474 nChanged 136 SP:Iteration 41Q (14799.828161 sec): 3 clusters Score: Raw -1900981.428696 + Penalty 1879.003108 = -1899102.425587 nChanged 137 SP:Iteration 42Q (14799.864163 sec): 3 clusters Score: Raw -1901008.081288 + Penalty 1879.003108 = -1899129.078180 nChanged 127 SP:Iteration 43Q (14799.898710 sec): 3 clusters Score: Raw -1901036.226910 + Penalty 1879.003108 = -1899157.223802 nChanged 137 SP:Iteration 44Q (14799.932981 sec): 3 clusters Score: Raw -1901068.986341 + Penalty 1879.003108 = -1899189.983233 nChanged 143 SP:Iteration 45Q (14799.967319 sec): 3 clusters Score: Raw -1901101.062802 + Penalty 1879.003108 = -1899222.059694 nChanged 127 SP:Iteration 46Q (14800.001558 sec): 3 clusters Score: Raw -1901132.495640 + Penalty 1879.003108 = -1899253.492532 nChanged 141 SP:Iteration 47Q (14800.035995 sec): 3 clusters Score: Raw -1901165.397070 + Penalty 1879.003108 = -1899286.393962 nChanged 137 SP:Iteration 48Q (14800.070003 sec): 3 clusters Score: Raw -1901196.161981 + Penalty 1879.003108 = -1899317.158873 nChanged 142 SP:Iteration 49Q (14800.104345 sec): 3 clusters Score: Raw -1901223.799874 + Penalty 1879.003108 = -1899344.796766 nChanged 115 SP:Iteration 50Q (14800.138453 sec): 3 clusters Score: Raw -1901240.193943 + Penalty 1879.003108 = -1899361.190835 nChanged 106 SP:Iteration 51Q (14800.172261 sec): 3 clusters Score: Raw -1901256.706528 + Penalty 1879.003108 = -1899377.703419 nChanged 116 SP:Iteration 52Q (14800.206347 sec): 3 clusters Score: Raw -1901276.046319 + Penalty 1879.003108 = -1899397.043211 nChanged 105 SP:Iteration 53Q (14800.240450 sec): 3 clusters Score: Raw -1901294.728024 + Penalty 1879.003108 = -1899415.724915 nChanged 98 SP:Iteration 54Q (14800.274283 sec): 3 clusters Score: Raw -1901310.781881 + Penalty 1879.003108 = -1899431.778773 nChanged 93 SP:Iteration 55Q (14800.307864 sec): 3 clusters Score: Raw -1901325.652757 + Penalty 1879.003108 = -1899446.649649 nChanged 97 SP:Iteration 56Q (14800.341602 sec): 3 clusters Score: Raw -1901341.663610 + Penalty 1879.003108 = -1899462.660501 nChanged 88 SP:Iteration 57Q (14800.375231 sec): 3 clusters Score: Raw -1901356.045420 + Penalty 1879.003108 = -1899477.042312 nChanged 75 SP:Iteration 58Q (14800.408853 sec): 3 clusters Score: Raw -1901367.437605 + Penalty 1879.003108 = -1899488.434497 nChanged 78 SP:Iteration 59Q (14800.442290 sec): 3 clusters Score: Raw -1901379.060422 + Penalty 1879.003108 = -1899500.057314 nChanged 73 SP:Iteration 60F (14800.477798 sec): 3 clusters Score: Raw -1901390.502444 + Penalty 1879.003108 = -1899511.499336 nChanged 87 SP:Iteration 61Q (14800.511249 sec): 3 clusters Score: Raw -1901405.365502 + Penalty 1879.003108 = -1899526.362394 nChanged 81 SP:Iteration 62Q (14800.544578 sec): 3 clusters Score: Raw -1901421.207429 + Penalty 1879.003108 = -1899542.204321 nChanged 71 SP:Iteration 63Q (14800.577957 sec): 3 clusters Score: Raw -1901434.167532 + Penalty 1879.003108 = -1899555.164424 nChanged 63 SP:Iteration 64Q (14800.611159 sec): 3 clusters Score: Raw -1901443.672466 + Penalty 1879.003108 = -1899564.669358 nChanged 66 SP:Iteration 65Q (14800.644353 sec): 3 clusters Score: Raw -1901453.004118 + Penalty 1879.003108 = -1899574.001010 nChanged 63 SP:Iteration 66Q (14800.677359 sec): 3 clusters Score: Raw -1901461.893367 + Penalty 1879.003108 = -1899582.890259 nChanged 60 SP:Iteration 67Q (14800.710405 sec): 3 clusters Score: Raw -1901469.621058 + Penalty 1879.003108 = -1899590.617949 nChanged 50 SP:Iteration 68Q (14800.743310 sec): 3 clusters Score: Raw -1901475.552358 + Penalty 1879.003108 = -1899596.549249 nChanged 45 SP:Iteration 69Q (14800.776254 sec): 3 clusters Score: Raw -1901479.827389 + Penalty 1879.003108 = -1899600.824281 nChanged 39 SP:Iteration 70Q (14800.809128 sec): 3 clusters Score: Raw -1901483.867572 + Penalty 1879.003108 = -1899604.864464 nChanged 46 SP:Iteration 71Q (14800.842080 sec): 3 clusters Score: Raw -1901489.095350 + Penalty 1879.003108 = -1899610.092242 nChanged 48 SP:Iteration 72Q (14800.874990 sec): 3 clusters Score: Raw -1901494.891620 + Penalty 1879.003108 = -1899615.888512 nChanged 54 SP:Iteration 73Q (14800.907717 sec): 3 clusters Score: Raw -1901500.806503 + Penalty 1879.003108 = -1899621.803395 nChanged 53 SP:Iteration 74Q (14800.940520 sec): 3 clusters Score: Raw -1901507.117165 + Penalty 1879.003108 = -1899628.114057 nChanged 62 SP:Iteration 75Q (14800.973021 sec): 3 clusters Score: Raw -1901515.105526 + Penalty 1879.003108 = -1899636.102417 nChanged 47 SP:Iteration 76Q (14801.005595 sec): 3 clusters Score: Raw -1901521.132299 + Penalty 1879.003108 = -1899642.129191 nChanged 60 SP:Iteration 77Q (14801.038129 sec): 3 clusters Score: Raw -1901529.326142 + Penalty 1879.003108 = -1899650.323034 nChanged 66 SP:Iteration 78Q (14801.070464 sec): 3 clusters Score: Raw -1901538.645558 + Penalty 1879.003108 = -1899659.642450 nChanged 64 SP:Iteration 79Q (14801.103284 sec): 3 clusters Score: Raw -1901548.165983 + Penalty 1879.003108 = -1899669.162875 nChanged 57 SP:Iteration 80F (14801.138898 sec): 3 clusters Score: Raw -1901556.607533 + Penalty 1879.003108 = -1899677.604425 nChanged 57 SP:Iteration 81Q (14801.171466 sec): 3 clusters Score: Raw -1901563.112559 + Penalty 1879.003108 = -1899684.109450 nChanged 50 SP:Iteration 82Q (14801.204084 sec): 3 clusters Score: Raw -1901568.998433 + Penalty 1879.003108 = -1899689.995325 nChanged 47 SP:Iteration 83Q (14801.236540 sec): 3 clusters Score: Raw -1901574.633092 + Penalty 1879.003108 = -1899695.629984 nChanged 44 SP:Iteration 84Q (14801.269023 sec): 3 clusters Score: Raw -1901580.404892 + Penalty 1879.003108 = -1899701.401784 nChanged 55 SP:Iteration 85Q (14801.301369 sec): 3 clusters Score: Raw -1901587.934371 + Penalty 1879.003108 = -1899708.931263 nChanged 48 SP:Iteration 86Q (14801.333780 sec): 3 clusters Score: Raw -1901594.540295 + Penalty 1879.003108 = -1899715.537187 nChanged 47 SP:Iteration 87Q (14801.366021 sec): 3 clusters Score: Raw -1901602.125839 + Penalty 1879.003108 = -1899723.122731 nChanged 53 SP:Iteration 88Q (14801.398468 sec): 3 clusters Score: Raw -1901610.268347 + Penalty 1879.003108 = -1899731.265239 nChanged 58 SP:Iteration 89Q (14801.430945 sec): 3 clusters Score: Raw -1901618.726500 + Penalty 1879.003108 = -1899739.723392 nChanged 43 SP:Iteration 90Q (14801.463247 sec): 3 clusters Score: Raw -1901625.064236 + Penalty 1879.003108 = -1899746.061128 nChanged 43 SP:Iteration 91Q (14801.495448 sec): 3 clusters Score: Raw -1901630.498706 + Penalty 1879.003108 = -1899751.495598 nChanged 41 SP:Iteration 92Q (14801.527626 sec): 3 clusters Score: Raw -1901636.907542 + Penalty 1879.003108 = -1899757.904433 nChanged 45 SP:Iteration 93Q (14801.559744 sec): 3 clusters Score: Raw -1901643.823977 + Penalty 1879.003108 = -1899764.820869 nChanged 52 SP:Iteration 94Q (14801.591874 sec): 3 clusters Score: Raw -1901653.815887 + Penalty 1879.003108 = -1899774.812779 nChanged 44 SP:Iteration 95Q (14801.623876 sec): 3 clusters Score: Raw -1901661.433710 + Penalty 1879.003108 = -1899782.430602 nChanged 43 SP:Iteration 96Q (14801.655886 sec): 3 clusters Score: Raw -1901668.496319 + Penalty 1879.003108 = -1899789.493211 nChanged 40 SP:Iteration 97Q (14801.687775 sec): 3 clusters Score: Raw -1901674.149095 + Penalty 1879.003108 = -1899795.145987 nChanged 39 SP:Iteration 98Q (14801.719576 sec): 3 clusters Score: Raw -1901679.567004 + Penalty 1879.003108 = -1899800.563896 nChanged 35 SP:Iteration 99Q (14801.751561 sec): 3 clusters Score: Raw -1901684.155218 + Penalty 1879.003108 = -1899805.152110 nChanged 46 SP:Iteration 100F (14801.786845 sec): 3 clusters Score: Raw -1901690.104745 + Penalty 1879.003108 = -1899811.101637 nChanged 36 SP:Iteration 101Q (14801.818790 sec): 3 clusters Score: Raw -1901696.315045 + Penalty 1879.003108 = -1899817.311937 nChanged 43 SP:Iteration 102Q (14801.850700 sec): 3 clusters Score: Raw -1901704.425090 + Penalty 1879.003108 = -1899825.421982 nChanged 46 SP:Iteration 103Q (14801.882530 sec): 3 clusters Score: Raw -1901712.076974 + Penalty 1879.003108 = -1899833.073866 nChanged 52 SP:Iteration 104Q (14801.914177 sec): 3 clusters Score: Raw -1901721.210996 + Penalty 1879.003108 = -1899842.207887 nChanged 44 SP:Iteration 105Q (14801.945922 sec): 3 clusters Score: Raw -1901728.710644 + Penalty 1879.003108 = -1899849.707535 nChanged 48 SP:Iteration 106Q (14801.977556 sec): 3 clusters Score: Raw -1901737.349495 + Penalty 1879.003108 = -1899858.346387 nChanged 45 SP:Iteration 107Q (14802.009176 sec): 3 clusters Score: Raw -1901745.249077 + Penalty 1879.003108 = -1899866.245969 nChanged 37 SP:Iteration 108Q (14802.040918 sec): 3 clusters Score: Raw -1901750.451886 + Penalty 1879.003108 = -1899871.448778 nChanged 26 SP:Iteration 109Q (14802.072352 sec): 3 clusters Score: Raw -1901754.512347 + Penalty 1879.003108 = -1899875.509238 nChanged 24 SP:Iteration 110Q (14802.104011 sec): 3 clusters Score: Raw -1901757.840017 + Penalty 1879.003108 = -1899878.836908 nChanged 27 SP:Iteration 111Q (14802.135467 sec): 3 clusters Score: Raw -1901761.942332 + Penalty 1879.003108 = -1899882.939224 nChanged 33 SP:Iteration 112Q (14802.166890 sec): 3 clusters Score: Raw -1901766.629583 + Penalty 1879.003108 = -1899887.626475 nChanged 30 SP:Iteration 113Q (14802.198223 sec): 3 clusters Score: Raw -1901770.886983 + Penalty 1879.003108 = -1899891.883875 nChanged 25 SP:Iteration 114Q (14802.229474 sec): 3 clusters Score: Raw -1901774.298683 + Penalty 1879.003108 = -1899895.295575 nChanged 25 SP:Iteration 115Q (14802.260891 sec): 3 clusters Score: Raw -1901777.999328 + Penalty 1879.003108 = -1899898.996220 nChanged 16 SP:Iteration 116Q (14802.292104 sec): 3 clusters Score: Raw -1901780.485208 + Penalty 1879.003108 = -1899901.482099 nChanged 18 SP:Iteration 117Q (14802.323433 sec): 3 clusters Score: Raw -1901783.464140 + Penalty 1879.003108 = -1899904.461032 nChanged 21 SP:Iteration 118Q (14802.354710 sec): 3 clusters Score: Raw -1901787.154284 + Penalty 1879.003108 = -1899908.151176 nChanged 29 SP:Iteration 119Q (14802.386011 sec): 3 clusters Score: Raw -1901791.504895 + Penalty 1879.003108 = -1899912.501787 nChanged 23 SP:Iteration 120F (14802.421250 sec): 3 clusters Score: Raw -1901794.338263 + Penalty 1879.003108 = -1899915.335154 nChanged 19 SP:Iteration 121Q (14802.452701 sec): 3 clusters Score: Raw -1901796.555141 + Penalty 1879.003108 = -1899917.552033 nChanged 16 SP:Iteration 122Q (14802.483761 sec): 3 clusters Score: Raw -1901798.499709 + Penalty 1879.003108 = -1899919.496601 nChanged 7 SP:Iteration 123Q (14802.515014 sec): 3 clusters Score: Raw -1901798.949662 + Penalty 1879.003108 = -1899919.946554 nChanged 3 SP:Iteration 124Q (14802.546301 sec): 3 clusters Score: Raw -1901799.123097 + Penalty 1879.003108 = -1899920.119988 nChanged 5 SP:Iteration 125Q (14802.577492 sec): 3 clusters Score: Raw -1901799.626749 + Penalty 1879.003108 = -1899920.623640 nChanged 4 SP:Iteration 126Q (14802.608525 sec): 3 clusters Score: Raw -1901800.321907 + Penalty 1879.003108 = -1899921.318799 nChanged 5 SP:Iteration 127Q (14802.639764 sec): 3 clusters Score: Raw -1901800.592698 + Penalty 1879.003108 = -1899921.589590 nChanged 5 SP:Iteration 128Q (14802.671280 sec): 3 clusters Score: Raw -1901800.914342 + Penalty 1879.003108 = -1899921.911233 nChanged 6 SP:Iteration 129Q (14802.702495 sec): 3 clusters Score: Raw -1901801.748100 + Penalty 1879.003108 = -1899922.744992 nChanged 11 SP:Iteration 130Q (14802.733629 sec): 3 clusters Score: Raw -1901803.406742 + Penalty 1879.003108 = -1899924.403634 nChanged 11 SP:Iteration 131Q (14802.764901 sec): 3 clusters Score: Raw -1901804.844371 + Penalty 1879.003108 = -1899925.841263 nChanged 17 SP:Iteration 132Q (14802.795949 sec): 3 clusters Score: Raw -1901807.480582 + Penalty 1879.003108 = -1899928.477474 nChanged 16 SP:Iteration 133Q (14802.827106 sec): 3 clusters Score: Raw -1901809.541213 + Penalty 1879.003108 = -1899930.538105 nChanged 14 SP:Iteration 134Q (14802.858206 sec): 3 clusters Score: Raw -1901811.726313 + Penalty 1879.003108 = -1899932.723205 nChanged 16 SP:Iteration 135Q (14802.889138 sec): 3 clusters Score: Raw -1901813.673152 + Penalty 1879.003108 = -1899934.670044 nChanged 18 SP:Iteration 136Q (14802.920254 sec): 3 clusters Score: Raw -1901815.796893 + Penalty 1879.003108 = -1899936.793784 nChanged 17 SP:Iteration 137Q (14802.951307 sec): 3 clusters Score: Raw -1901817.927543 + Penalty 1879.003108 = -1899938.924434 nChanged 6 SP:Iteration 138Q (14802.982393 sec): 3 clusters Score: Raw -1901818.476019 + Penalty 1879.003108 = -1899939.472911 nChanged 5 SP:Iteration 139Q (14803.013354 sec): 3 clusters Score: Raw -1901818.888419 + Penalty 1879.003108 = -1899939.885311 nChanged 7 SP:Iteration 140F (14803.048608 sec): 3 clusters Score: Raw -1901819.520989 + Penalty 1879.003108 = -1899940.517881 nChanged 3 SP:Iteration 141Q (14803.080060 sec): 3 clusters Score: Raw -1901819.950012 + Penalty 1879.003108 = -1899940.946903 nChanged 4 SP:Iteration 142Q (14803.111110 sec): 3 clusters Score: Raw -1901820.243054 + Penalty 1879.003108 = -1899941.239946 nChanged 7 SP:Iteration 143Q (14803.142091 sec): 3 clusters Score: Raw -1901820.896619 + Penalty 1879.003108 = -1899941.893511 nChanged 5 SP:Iteration 144Q (14803.173165 sec): 3 clusters Score: Raw -1901821.543919 + Penalty 1879.003108 = -1899942.540811 nChanged 7 SP:Iteration 145Q (14803.203960 sec): 3 clusters Score: Raw -1901822.724656 + Penalty 1879.003108 = -1899943.721548 nChanged 10 SP:Iteration 146Q (14803.235103 sec): 3 clusters Score: Raw -1901823.802399 + Penalty 1879.003108 = -1899944.799291 nChanged 10 SP:Iteration 147Q (14803.265990 sec): 3 clusters Score: Raw -1901824.794989 + Penalty 1879.003108 = -1899945.791881 nChanged 8 SP:Iteration 148Q (14803.297187 sec): 3 clusters Score: Raw -1901825.311498 + Penalty 1879.003108 = -1899946.308390 nChanged 6 SP:Iteration 149Q (14803.328243 sec): 3 clusters Score: Raw -1901825.793747 + Penalty 1879.003108 = -1899946.790639 nChanged 6 SP:Iteration 150Q (14803.359217 sec): 3 clusters Score: Raw -1901826.252595 + Penalty 1879.003108 = -1899947.249487 nChanged 4 SP:Iteration 151Q (14803.390077 sec): 3 clusters Score: Raw -1901826.633200 + Penalty 1879.003108 = -1899947.630092 nChanged 4 SP:Iteration 152Q (14803.421101 sec): 3 clusters Score: Raw -1901826.911812 + Penalty 1879.003108 = -1899947.908704 nChanged 7 SP:Iteration 153Q (14803.452244 sec): 3 clusters Score: Raw -1901827.598614 + Penalty 1879.003108 = -1899948.595506 nChanged 7 SP:Iteration 154Q (14803.483028 sec): 3 clusters Score: Raw -1901828.079517 + Penalty 1879.003108 = -1899949.076409 nChanged 4 SP:Iteration 155Q (14803.514060 sec): 3 clusters Score: Raw -1901828.567827 + Penalty 1879.003108 = -1899949.564719 nChanged 5 SP:Iteration 156Q (14803.544921 sec): 3 clusters Score: Raw -1901829.223961 + Penalty 1879.003108 = -1899950.220853 nChanged 7 SP:Iteration 157Q (14803.575878 sec): 3 clusters Score: Raw -1901830.027187 + Penalty 1879.003108 = -1899951.024079 nChanged 7 SP:Iteration 158Q (14803.606854 sec): 3 clusters Score: Raw -1901830.729584 + Penalty 1879.003108 = -1899951.726476 nChanged 8 SP:Iteration 159Q (14803.637709 sec): 3 clusters Score: Raw -1901831.859115 + Penalty 1879.003108 = -1899952.856007 nChanged 12 SP:Iteration 160F (14803.672900 sec): 3 clusters Score: Raw -1901833.305790 + Penalty 1879.003108 = -1899954.302682 nChanged 11 SP:Iteration 161Q (14803.703992 sec): 3 clusters Score: Raw -1901834.426090 + Penalty 1879.003108 = -1899955.422981 nChanged 8 SP:Iteration 162Q (14803.734662 sec): 3 clusters Score: Raw -1901835.360563 + Penalty 1879.003108 = -1899956.357455 nChanged 8 SP:Iteration 163Q (14803.765576 sec): 3 clusters Score: Raw -1901836.382746 + Penalty 1879.003108 = -1899957.379638 nChanged 8 SP:Iteration 164Q (14803.796416 sec): 3 clusters Score: Raw -1901837.136478 + Penalty 1879.003108 = -1899958.133370 nChanged 5 SP:Iteration 165Q (14803.827278 sec): 3 clusters Score: Raw -1901837.581979 + Penalty 1879.003108 = -1899958.578871 nChanged 5 SP:Iteration 166Q (14803.858145 sec): 3 clusters Score: Raw -1901838.029042 + Penalty 1879.003108 = -1899959.025934 nChanged 6 SP:Iteration 167Q (14803.889090 sec): 3 clusters Score: Raw -1901838.427466 + Penalty 1879.003108 = -1899959.424358 nChanged 1 SP:Iteration 168Q (14803.920088 sec): 3 clusters Score: Raw -1901838.486366 + Penalty 1879.003108 = -1899959.483258 nChanged 1 SP:Iteration 169Q (14803.951027 sec): 3 clusters Score: Raw -1901838.575155 + Penalty 1879.003108 = -1899959.572046 nChanged 1 SP:Iteration 170Q (14803.981933 sec): 3 clusters Score: Raw -1901838.650491 + Penalty 1879.003108 = -1899959.647382 nChanged 0 SP:Iteration 171F (14804.017197 sec): 3 clusters Score: Raw -1901838.650491 + Penalty 1879.003108 = -1899959.647382 nChanged 0 Trying to split cluster 17 (1944 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14804.031895 sec): 2 clusters Score: Raw -177255.092593 + Penalty 719.387784 = -176535.704809 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14804.039808 sec): 3 clusters Score: Raw -176314.155006 + Penalty 1438.775567 = -174875.379439 nChanged 756 SP:Iteration 1F (14804.047054 sec): 3 clusters Score: Raw -176843.633402 + Penalty 1438.775567 = -175404.857835 nChanged 165 SP:Iteration 2F (14804.054262 sec): 3 clusters Score: Raw -176956.069009 + Penalty 1438.775567 = -175517.293442 nChanged 107 SP:Iteration 3F (14804.061462 sec): 3 clusters Score: Raw -177008.987084 + Penalty 1438.775567 = -175570.211517 nChanged 68 SP:Iteration 4Q (14804.068621 sec): 3 clusters Score: Raw -177035.126945 + Penalty 1438.775567 = -175596.351378 nChanged 34 SP:Iteration 5Q (14804.075828 sec): 3 clusters Score: Raw -177053.569128 + Penalty 1438.775567 = -175614.793561 nChanged 34 SP:Iteration 6Q (14804.083041 sec): 3 clusters Score: Raw -177070.885597 + Penalty 1438.775567 = -175632.110030 nChanged 31 SP:Iteration 7Q (14804.090230 sec): 3 clusters Score: Raw -177090.438399 + Penalty 1438.775567 = -175651.662832 nChanged 44 SP:Iteration 8Q (14804.097464 sec): 3 clusters Score: Raw -177110.885250 + Penalty 1438.775567 = -175672.109683 nChanged 37 SP:Iteration 9Q (14804.104675 sec): 3 clusters Score: Raw -177131.595827 + Penalty 1438.775567 = -175692.820260 nChanged 38 SP:Iteration 10Q (14804.111855 sec): 3 clusters Score: Raw -177155.946600 + Penalty 1438.775567 = -175717.171033 nChanged 38 SP:Iteration 11Q (14804.118975 sec): 3 clusters Score: Raw -177176.481756 + Penalty 1438.775567 = -175737.706189 nChanged 33 SP:Iteration 12Q (14804.126204 sec): 3 clusters Score: Raw -177195.011283 + Penalty 1438.775567 = -175756.235716 nChanged 25 SP:Iteration 13Q (14804.133399 sec): 3 clusters Score: Raw -177206.300719 + Penalty 1438.775567 = -175767.525151 nChanged 25 SP:Iteration 14Q (14804.140502 sec): 3 clusters Score: Raw -177220.536145 + Penalty 1438.775567 = -175781.760578 nChanged 38 SP:Iteration 15Q (14804.147676 sec): 3 clusters Score: Raw -177241.824970 + Penalty 1438.775567 = -175803.049403 nChanged 39 SP:Iteration 16Q (14804.154850 sec): 3 clusters Score: Raw -177267.498719 + Penalty 1438.775567 = -175828.723152 nChanged 35 SP:Iteration 17Q (14804.162001 sec): 3 clusters Score: Raw -177298.456669 + Penalty 1438.775567 = -175859.681102 nChanged 48 SP:Iteration 18Q (14804.169173 sec): 3 clusters Score: Raw -177326.926913 + Penalty 1438.775567 = -175888.151346 nChanged 35 SP:Iteration 19Q (14804.176321 sec): 3 clusters Score: Raw -177357.952511 + Penalty 1438.775567 = -175919.176944 nChanged 44 SP:Iteration 20F (14804.183548 sec): 3 clusters Score: Raw -177388.980477 + Penalty 1438.775567 = -175950.204910 nChanged 35 SP:Iteration 21Q (14804.190726 sec): 3 clusters Score: Raw -177410.563018 + Penalty 1438.775567 = -175971.787450 nChanged 36 SP:Iteration 22Q (14804.197871 sec): 3 clusters Score: Raw -177435.134698 + Penalty 1438.775567 = -175996.359131 nChanged 44 SP:Iteration 23Q (14804.205013 sec): 3 clusters Score: Raw -177463.584294 + Penalty 1438.775567 = -176024.808727 nChanged 38 SP:Iteration 24Q (14804.212154 sec): 3 clusters Score: Raw -177495.058220 + Penalty 1438.775567 = -176056.282653 nChanged 42 SP:Iteration 25Q (14804.219294 sec): 3 clusters Score: Raw -177530.132283 + Penalty 1438.775567 = -176091.356716 nChanged 38 SP:Iteration 26Q (14804.226443 sec): 3 clusters Score: Raw -177558.490316 + Penalty 1438.775567 = -176119.714749 nChanged 35 SP:Iteration 27Q (14804.233565 sec): 3 clusters Score: Raw -177590.868373 + Penalty 1438.775567 = -176152.092806 nChanged 37 SP:Iteration 28Q (14804.240659 sec): 3 clusters Score: Raw -177617.322674 + Penalty 1438.775567 = -176178.547107 nChanged 33 SP:Iteration 29Q (14804.247771 sec): 3 clusters Score: Raw -177632.446602 + Penalty 1438.775567 = -176193.671035 nChanged 21 SP:Iteration 30Q (14804.254926 sec): 3 clusters Score: Raw -177642.714091 + Penalty 1438.775567 = -176203.938524 nChanged 16 SP:Iteration 31Q (14804.262041 sec): 3 clusters Score: Raw -177651.614772 + Penalty 1438.775567 = -176212.839204 nChanged 12 SP:Iteration 32Q (14804.269136 sec): 3 clusters Score: Raw -177657.769601 + Penalty 1438.775567 = -176218.994034 nChanged 10 SP:Iteration 33Q (14804.276220 sec): 3 clusters Score: Raw -177663.166849 + Penalty 1438.775567 = -176224.391282 nChanged 11 SP:Iteration 34Q (14804.283255 sec): 3 clusters Score: Raw -177668.269674 + Penalty 1438.775567 = -176229.494107 nChanged 8 SP:Iteration 35Q (14804.290375 sec): 3 clusters Score: Raw -177670.302485 + Penalty 1438.775567 = -176231.526918 nChanged 9 SP:Iteration 36Q (14804.297387 sec): 3 clusters Score: Raw -177672.914809 + Penalty 1438.775567 = -176234.139242 nChanged 10 SP:Iteration 37Q (14804.304464 sec): 3 clusters Score: Raw -177675.705809 + Penalty 1438.775567 = -176236.930242 nChanged 10 SP:Iteration 38Q (14804.311546 sec): 3 clusters Score: Raw -177678.861098 + Penalty 1438.775567 = -176240.085531 nChanged 9 SP:Iteration 39Q (14804.318583 sec): 3 clusters Score: Raw -177681.948327 + Penalty 1438.775567 = -176243.172759 nChanged 5 SP:Iteration 40F (14804.325765 sec): 3 clusters Score: Raw -177682.737870 + Penalty 1438.775567 = -176243.962303 nChanged 4 SP:Iteration 41Q (14804.332848 sec): 3 clusters Score: Raw -177684.273137 + Penalty 1438.775567 = -176245.497570 nChanged 2 SP:Iteration 42Q (14804.339929 sec): 3 clusters Score: Raw -177685.559232 + Penalty 1438.775567 = -176246.783665 nChanged 5 SP:Iteration 43Q (14804.347024 sec): 3 clusters Score: Raw -177687.005637 + Penalty 1438.775567 = -176248.230070 nChanged 5 SP:Iteration 44Q (14804.354129 sec): 3 clusters Score: Raw -177688.327006 + Penalty 1438.775567 = -176249.551439 nChanged 3 SP:Iteration 45Q (14804.361152 sec): 3 clusters Score: Raw -177689.652392 + Penalty 1438.775567 = -176250.876825 nChanged 6 SP:Iteration 46Q (14804.368168 sec): 3 clusters Score: Raw -177691.377632 + Penalty 1438.775567 = -176252.602065 nChanged 3 SP:Iteration 47Q (14804.375270 sec): 3 clusters Score: Raw -177692.008228 + Penalty 1438.775567 = -176253.232661 nChanged 3 SP:Iteration 48Q (14804.382393 sec): 3 clusters Score: Raw -177692.516594 + Penalty 1438.775567 = -176253.741027 nChanged 1 SP:Iteration 49Q (14804.389496 sec): 3 clusters Score: Raw -177692.784293 + Penalty 1438.775567 = -176254.008726 nChanged 2 SP:Iteration 50Q (14804.396574 sec): 3 clusters Score: Raw -177693.396644 + Penalty 1438.775567 = -176254.621077 nChanged 0 SP:Iteration 51F (14804.403761 sec): 3 clusters Score: Raw -177693.396644 + Penalty 1438.775567 = -176254.621077 nChanged 0 Trying to split cluster 18 (7226 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14804.423893 sec): 2 clusters Score: Raw -676444.773589 + Penalty 844.116887 = -675600.656703 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14804.445697 sec): 3 clusters Score: Raw -672299.055376 + Penalty 1688.233773 = -670610.821602 nChanged 3189 SP:Iteration 1F (14804.466616 sec): 3 clusters Score: Raw -674080.517389 + Penalty 1688.233773 = -672392.283615 nChanged 424 SP:Iteration 2F (14804.487839 sec): 3 clusters Score: Raw -674242.063742 + Penalty 1688.233773 = -672553.829968 nChanged 340 SP:Iteration 3Q (14804.508950 sec): 3 clusters Score: Raw -674372.056012 + Penalty 1688.233773 = -672683.822239 nChanged 289 SP:Iteration 4Q (14804.530148 sec): 3 clusters Score: Raw -674479.358150 + Penalty 1688.233773 = -672791.124377 nChanged 258 SP:Iteration 5Q (14804.551224 sec): 3 clusters Score: Raw -674580.702434 + Penalty 1688.233773 = -672892.468661 nChanged 247 SP:Iteration 6Q (14804.572364 sec): 3 clusters Score: Raw -674680.035570 + Penalty 1688.233773 = -672991.801796 nChanged 237 SP:Iteration 7Q (14804.593530 sec): 3 clusters Score: Raw -674782.789587 + Penalty 1688.233773 = -673094.555814 nChanged 252 SP:Iteration 8Q (14804.614840 sec): 3 clusters Score: Raw -674899.528920 + Penalty 1688.233773 = -673211.295147 nChanged 251 SP:Iteration 9Q (14804.635699 sec): 3 clusters Score: Raw -675027.353437 + Penalty 1688.233773 = -673339.119663 nChanged 256 SP:Iteration 10Q (14804.656585 sec): 3 clusters Score: Raw -675141.157002 + Penalty 1688.233773 = -673452.923229 nChanged 230 SP:Iteration 11Q (14804.677444 sec): 3 clusters Score: Raw -675253.692640 + Penalty 1688.233773 = -673565.458867 nChanged 233 SP:Iteration 12Q (14804.698237 sec): 3 clusters Score: Raw -675393.850543 + Penalty 1688.233773 = -673705.616770 nChanged 248 SP:Iteration 13Q (14804.719064 sec): 3 clusters Score: Raw -675566.568284 + Penalty 1688.233773 = -673878.334511 nChanged 197 SP:Iteration 14Q (14804.740015 sec): 3 clusters Score: Raw -675680.062929 + Penalty 1688.233773 = -673991.829155 nChanged 186 SP:Iteration 15Q (14804.760520 sec): 3 clusters Score: Raw -675804.515589 + Penalty 1688.233773 = -674116.281816 nChanged 174 SP:Iteration 16Q (14804.780844 sec): 3 clusters Score: Raw -675919.920463 + Penalty 1688.233773 = -674231.686690 nChanged 154 SP:Iteration 17Q (14804.801148 sec): 3 clusters Score: Raw -676009.480162 + Penalty 1688.233773 = -674321.246389 nChanged 115 SP:Iteration 18Q (14804.821233 sec): 3 clusters Score: Raw -676071.948912 + Penalty 1688.233773 = -674383.715139 nChanged 116 SP:Iteration 19Q (14804.864911 sec): 3 clusters Score: Raw -676136.085468 + Penalty 1688.233773 = -674447.851695 nChanged 108 SP:Iteration 20F (14804.910458 sec): 3 clusters Score: Raw -676198.347637 + Penalty 1688.233773 = -674510.113864 nChanged 88 SP:Iteration 21Q (14804.940146 sec): 3 clusters Score: Raw -676246.699003 + Penalty 1688.233773 = -674558.465229 nChanged 70 SP:Iteration 22Q (14804.961727 sec): 3 clusters Score: Raw -676290.698519 + Penalty 1688.233773 = -674602.464745 nChanged 66 SP:Iteration 23Q (14804.983170 sec): 3 clusters Score: Raw -676330.329426 + Penalty 1688.233773 = -674642.095653 nChanged 67 SP:Iteration 24Q (14805.003771 sec): 3 clusters Score: Raw -676363.176193 + Penalty 1688.233773 = -674674.942420 nChanged 46 SP:Iteration 25Q (14805.023521 sec): 3 clusters Score: Raw -676393.597327 + Penalty 1688.233773 = -674705.363554 nChanged 45 SP:Iteration 26Q (14805.043364 sec): 3 clusters Score: Raw -676425.703294 + Penalty 1688.233773 = -674737.469521 nChanged 37 SP:Iteration 27Q (14805.062836 sec): 3 clusters Score: Raw -676449.967088 + Penalty 1688.233773 = -674761.733315 nChanged 34 SP:Iteration 28Q (14805.082420 sec): 3 clusters Score: Raw -676468.889838 + Penalty 1688.233773 = -674780.656065 nChanged 29 SP:Iteration 29Q (14805.101868 sec): 3 clusters Score: Raw -676487.976773 + Penalty 1688.233773 = -674799.743000 nChanged 25 SP:Iteration 30Q (14805.121167 sec): 3 clusters Score: Raw -676507.782277 + Penalty 1688.233773 = -674819.548504 nChanged 27 SP:Iteration 31Q (14805.140537 sec): 3 clusters Score: Raw -676525.498748 + Penalty 1688.233773 = -674837.264975 nChanged 22 SP:Iteration 32Q (14805.159954 sec): 3 clusters Score: Raw -676538.400414 + Penalty 1688.233773 = -674850.166641 nChanged 16 SP:Iteration 33Q (14805.179325 sec): 3 clusters Score: Raw -676545.136840 + Penalty 1688.233773 = -674856.903067 nChanged 7 SP:Iteration 34Q (14805.198707 sec): 3 clusters Score: Raw -676546.853767 + Penalty 1688.233773 = -674858.619994 nChanged 2 SP:Iteration 35Q (14805.218051 sec): 3 clusters Score: Raw -676547.398896 + Penalty 1688.233773 = -674859.165123 nChanged 0 SP:Iteration 36F (14805.239003 sec): 3 clusters Score: Raw -676547.398896 + Penalty 1688.233773 = -674859.165123 nChanged 0 Trying to split cluster 19 (920 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14805.253499 sec): 2 clusters Score: Raw -81856.320564 + Penalty 648.315499 = -81208.005065 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14805.257682 sec): 3 clusters Score: Raw -81510.751734 + Penalty 1296.630997 = -80214.120737 nChanged 314 SP:Iteration 1F (14805.261469 sec): 3 clusters Score: Raw -81719.530739 + Penalty 1296.630997 = -80422.899742 nChanged 71 SP:Iteration 2F (14805.265293 sec): 3 clusters Score: Raw -81788.672839 + Penalty 1296.630997 = -80492.041842 nChanged 57 SP:Iteration 3F (14805.269122 sec): 3 clusters Score: Raw -81852.323592 + Penalty 1296.630997 = -80555.692595 nChanged 45 SP:Iteration 4Q (14805.272969 sec): 3 clusters Score: Raw -81892.996077 + Penalty 1296.630997 = -80596.365080 nChanged 30 SP:Iteration 5Q (14805.276721 sec): 3 clusters Score: Raw -81920.708440 + Penalty 1296.630997 = -80624.077443 nChanged 24 SP:Iteration 6Q (14805.280467 sec): 3 clusters Score: Raw -81940.707532 + Penalty 1296.630997 = -80644.076535 nChanged 16 SP:Iteration 7Q (14805.284251 sec): 3 clusters Score: Raw -81951.720708 + Penalty 1296.630997 = -80655.089710 nChanged 12 SP:Iteration 8Q (14805.287967 sec): 3 clusters Score: Raw -81963.505527 + Penalty 1296.630997 = -80666.874530 nChanged 10 SP:Iteration 9Q (14805.291729 sec): 3 clusters Score: Raw -81972.698912 + Penalty 1296.630997 = -80676.067914 nChanged 14 SP:Iteration 10Q (14805.295489 sec): 3 clusters Score: Raw -81982.037387 + Penalty 1296.630997 = -80685.406390 nChanged 11 SP:Iteration 11Q (14805.299232 sec): 3 clusters Score: Raw -81990.794323 + Penalty 1296.630997 = -80694.163325 nChanged 9 SP:Iteration 12Q (14805.302999 sec): 3 clusters Score: Raw -82000.267083 + Penalty 1296.630997 = -80703.636086 nChanged 8 SP:Iteration 13Q (14805.306789 sec): 3 clusters Score: Raw -82006.287701 + Penalty 1296.630997 = -80709.656703 nChanged 11 SP:Iteration 14Q (14805.310540 sec): 3 clusters Score: Raw -82012.828563 + Penalty 1296.630997 = -80716.197566 nChanged 10 SP:Iteration 15Q (14805.314294 sec): 3 clusters Score: Raw -82018.859252 + Penalty 1296.630997 = -80722.228255 nChanged 6 SP:Iteration 16Q (14805.318030 sec): 3 clusters Score: Raw -82021.058475 + Penalty 1296.630997 = -80724.427478 nChanged 3 SP:Iteration 17Q (14805.321827 sec): 3 clusters Score: Raw -82023.746847 + Penalty 1296.630997 = -80727.115850 nChanged 4 SP:Iteration 18Q (14805.325582 sec): 3 clusters Score: Raw -82026.140539 + Penalty 1296.630997 = -80729.509542 nChanged 2 SP:Iteration 19Q (14805.329320 sec): 3 clusters Score: Raw -82027.937748 + Penalty 1296.630997 = -80731.306750 nChanged 3 SP:Iteration 20F (14805.333118 sec): 3 clusters Score: Raw -82029.598389 + Penalty 1296.630997 = -80732.967392 nChanged 2 SP:Iteration 21Q (14805.336916 sec): 3 clusters Score: Raw -82031.586627 + Penalty 1296.630997 = -80734.955630 nChanged 1 SP:Iteration 22Q (14805.340669 sec): 3 clusters Score: Raw -82032.160347 + Penalty 1296.630997 = -80735.529350 nChanged 1 SP:Iteration 23Q (14805.344436 sec): 3 clusters Score: Raw -82034.613059 + Penalty 1296.630997 = -80737.982061 nChanged 5 SP:Iteration 24Q (14805.348195 sec): 3 clusters Score: Raw -82037.141092 + Penalty 1296.630997 = -80740.510095 nChanged 1 SP:Iteration 25Q (14805.351942 sec): 3 clusters Score: Raw -82037.440373 + Penalty 1296.630997 = -80740.809376 nChanged 0 SP:Iteration 26F (14805.355721 sec): 3 clusters Score: Raw -82037.440373 + Penalty 1296.630997 = -80740.809376 nChanged 0 Trying to split cluster 20 (13528 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14805.381233 sec): 2 clusters Score: Raw -1122695.891458 + Penalty 903.689105 = -1121792.202354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14805.411037 sec): 3 clusters Score: Raw -1114471.006602 + Penalty 1807.378209 = -1112663.628393 nChanged 6287 SP:Iteration 1F (14805.439414 sec): 3 clusters Score: Raw -1118556.350030 + Penalty 1807.378209 = -1116748.971821 nChanged 1292 SP:Iteration 2F (14805.467668 sec): 3 clusters Score: Raw -1119699.695581 + Penalty 1807.378209 = -1117892.317371 nChanged 1329 SP:Iteration 3F (14805.496236 sec): 3 clusters Score: Raw -1120982.374828 + Penalty 1807.378209 = -1119174.996619 nChanged 1120 SP:Iteration 4F (14805.524787 sec): 3 clusters Score: Raw -1121927.966249 + Penalty 1807.378209 = -1120120.588040 nChanged 883 SP:Iteration 5F (14805.553214 sec): 3 clusters Score: Raw -1122493.106862 + Penalty 1807.378209 = -1120685.728653 nChanged 603 SP:Iteration 6Q (14805.581446 sec): 3 clusters Score: Raw -1122819.643805 + Penalty 1807.378209 = -1121012.265596 nChanged 420 SP:Iteration 7Q (14805.609592 sec): 3 clusters Score: Raw -1123019.497101 + Penalty 1807.378209 = -1121212.118891 nChanged 312 SP:Iteration 8Q (14805.638041 sec): 3 clusters Score: Raw -1123158.057328 + Penalty 1807.378209 = -1121350.679119 nChanged 266 SP:Iteration 9Q (14805.666270 sec): 3 clusters Score: Raw -1123270.273018 + Penalty 1807.378209 = -1121462.894809 nChanged 226 SP:Iteration 10Q (14805.694616 sec): 3 clusters Score: Raw -1123355.959848 + Penalty 1807.378209 = -1121548.581639 nChanged 209 SP:Iteration 11Q (14805.722812 sec): 3 clusters Score: Raw -1123434.819809 + Penalty 1807.378209 = -1121627.441600 nChanged 184 SP:Iteration 12Q (14805.751102 sec): 3 clusters Score: Raw -1123501.005247 + Penalty 1807.378209 = -1121693.627038 nChanged 154 SP:Iteration 13Q (14805.779466 sec): 3 clusters Score: Raw -1123552.512995 + Penalty 1807.378209 = -1121745.134786 nChanged 132 SP:Iteration 14Q (14805.807843 sec): 3 clusters Score: Raw -1123592.773355 + Penalty 1807.378209 = -1121785.395145 nChanged 114 SP:Iteration 15Q (14805.836137 sec): 3 clusters Score: Raw -1123625.791818 + Penalty 1807.378209 = -1121818.413609 nChanged 88 SP:Iteration 16Q (14805.864523 sec): 3 clusters Score: Raw -1123650.673180 + Penalty 1807.378209 = -1121843.294971 nChanged 69 SP:Iteration 17Q (14805.892729 sec): 3 clusters Score: Raw -1123669.411156 + Penalty 1807.378209 = -1121862.032947 nChanged 67 SP:Iteration 18Q (14805.921061 sec): 3 clusters Score: Raw -1123689.398105 + Penalty 1807.378209 = -1121882.019896 nChanged 53 SP:Iteration 19Q (14805.949346 sec): 3 clusters Score: Raw -1123700.404533 + Penalty 1807.378209 = -1121893.026324 nChanged 46 SP:Iteration 20F (14805.977861 sec): 3 clusters Score: Raw -1123711.470393 + Penalty 1807.378209 = -1121904.092184 nChanged 43 SP:Iteration 21Q (14806.005891 sec): 3 clusters Score: Raw -1123723.640374 + Penalty 1807.378209 = -1121916.262165 nChanged 38 SP:Iteration 22Q (14806.033913 sec): 3 clusters Score: Raw -1123731.868907 + Penalty 1807.378209 = -1121924.490698 nChanged 25 SP:Iteration 23Q (14806.062198 sec): 3 clusters Score: Raw -1123735.710666 + Penalty 1807.378209 = -1121928.332456 nChanged 19 SP:Iteration 24Q (14806.090119 sec): 3 clusters Score: Raw -1123740.034042 + Penalty 1807.378209 = -1121932.655832 nChanged 10 SP:Iteration 25Q (14806.118140 sec): 3 clusters Score: Raw -1123741.575639 + Penalty 1807.378209 = -1121934.197429 nChanged 5 SP:Iteration 26Q (14806.146363 sec): 3 clusters Score: Raw -1123742.035744 + Penalty 1807.378209 = -1121934.657534 nChanged 5 SP:Iteration 27Q (14806.174358 sec): 3 clusters Score: Raw -1123743.166314 + Penalty 1807.378209 = -1121935.788105 nChanged 4 SP:Iteration 28Q (14806.202462 sec): 3 clusters Score: Raw -1123743.966604 + Penalty 1807.378209 = -1121936.588395 nChanged 3 SP:Iteration 29Q (14806.230455 sec): 3 clusters Score: Raw -1123744.154606 + Penalty 1807.378209 = -1121936.776396 nChanged 3 SP:Iteration 30Q (14806.258427 sec): 3 clusters Score: Raw -1123744.718448 + Penalty 1807.378209 = -1121937.340239 nChanged 4 SP:Iteration 31Q (14806.286464 sec): 3 clusters Score: Raw -1123745.263322 + Penalty 1807.378209 = -1121937.885112 nChanged 2 SP:Iteration 32Q (14806.314386 sec): 3 clusters Score: Raw -1123745.489962 + Penalty 1807.378209 = -1121938.111752 nChanged 2 SP:Iteration 33Q (14806.342187 sec): 3 clusters Score: Raw -1123745.660615 + Penalty 1807.378209 = -1121938.282406 nChanged 1 SP:Iteration 34Q (14806.370078 sec): 3 clusters Score: Raw -1123745.745970 + Penalty 1807.378209 = -1121938.367761 nChanged 1 SP:Iteration 35Q (14806.397985 sec): 3 clusters Score: Raw -1123745.903722 + Penalty 1807.378209 = -1121938.525513 nChanged 3 SP:Iteration 36Q (14806.426009 sec): 3 clusters Score: Raw -1123746.165854 + Penalty 1807.378209 = -1121938.787645 nChanged 1 SP:Iteration 37Q (14806.453929 sec): 3 clusters Score: Raw -1123746.222230 + Penalty 1807.378209 = -1121938.844021 nChanged 1 SP:Iteration 38Q (14806.481830 sec): 3 clusters Score: Raw -1123746.300919 + Penalty 1807.378209 = -1121938.922710 nChanged 0 SP:Iteration 39F (14806.510495 sec): 3 clusters Score: Raw -1123746.300919 + Penalty 1807.378209 = -1121938.922710 nChanged 0 Score: Raw -89559867.730864 + Penalty 51115.904099 = -89508751.826766 Splitting cluster 20 changes total score from -89509011.088955 to -89508751.826766 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14824.829132 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14824.836611 sec): 3 clusters Score: Raw -174589.248318 + Penalty 1425.100602 = -173164.147716 nChanged 676 SP:Iteration 1F (14824.843360 sec): 3 clusters Score: Raw -174994.027000 + Penalty 1425.100602 = -173568.926397 nChanged 163 SP:Iteration 2F (14824.850064 sec): 3 clusters Score: Raw -175117.455151 + Penalty 1425.100602 = -173692.354549 nChanged 114 SP:Iteration 3F (14824.856771 sec): 3 clusters Score: Raw -175193.235007 + Penalty 1425.100602 = -173768.134405 nChanged 100 SP:Iteration 4F (14824.863553 sec): 3 clusters Score: Raw -175254.820499 + Penalty 1425.100602 = -173829.719896 nChanged 64 SP:Iteration 5Q (14824.870298 sec): 3 clusters Score: Raw -175288.126744 + Penalty 1425.100602 = -173863.026142 nChanged 48 SP:Iteration 6Q (14824.877067 sec): 3 clusters Score: Raw -175321.982295 + Penalty 1425.100602 = -173896.881693 nChanged 46 SP:Iteration 7Q (14824.883837 sec): 3 clusters Score: Raw -175348.321957 + Penalty 1425.100602 = -173923.221355 nChanged 41 SP:Iteration 8Q (14824.890585 sec): 3 clusters Score: Raw -175378.282259 + Penalty 1425.100602 = -173953.181656 nChanged 38 SP:Iteration 9Q (14824.897355 sec): 3 clusters Score: Raw -175401.274146 + Penalty 1425.100602 = -173976.173544 nChanged 32 SP:Iteration 10Q (14824.904028 sec): 3 clusters Score: Raw -175423.441842 + Penalty 1425.100602 = -173998.341240 nChanged 33 SP:Iteration 11Q (14824.910739 sec): 3 clusters Score: Raw -175445.500225 + Penalty 1425.100602 = -174020.399623 nChanged 31 SP:Iteration 12Q (14824.917448 sec): 3 clusters Score: Raw -175464.625899 + Penalty 1425.100602 = -174039.525297 nChanged 33 SP:Iteration 13Q (14824.924144 sec): 3 clusters Score: Raw -175489.751482 + Penalty 1425.100602 = -174064.650880 nChanged 31 SP:Iteration 14Q (14824.930853 sec): 3 clusters Score: Raw -175515.216464 + Penalty 1425.100602 = -174090.115862 nChanged 24 SP:Iteration 15Q (14824.937462 sec): 3 clusters Score: Raw -175537.997160 + Penalty 1425.100602 = -174112.896557 nChanged 28 SP:Iteration 16Q (14824.944104 sec): 3 clusters Score: Raw -175558.806264 + Penalty 1425.100602 = -174133.705661 nChanged 20 SP:Iteration 17Q (14824.950719 sec): 3 clusters Score: Raw -175573.461718 + Penalty 1425.100602 = -174148.361115 nChanged 16 SP:Iteration 18Q (14824.957301 sec): 3 clusters Score: Raw -175582.575533 + Penalty 1425.100602 = -174157.474931 nChanged 9 SP:Iteration 19Q (14824.963907 sec): 3 clusters Score: Raw -175587.657145 + Penalty 1425.100602 = -174162.556543 nChanged 5 SP:Iteration 20F (14824.970634 sec): 3 clusters Score: Raw -175591.865597 + Penalty 1425.100602 = -174166.764995 nChanged 5 SP:Iteration 21Q (14824.977184 sec): 3 clusters Score: Raw -175597.478482 + Penalty 1425.100602 = -174172.377880 nChanged 8 SP:Iteration 22Q (14824.983731 sec): 3 clusters Score: Raw -175601.887884 + Penalty 1425.100602 = -174176.787282 nChanged 8 SP:Iteration 23Q (14824.990279 sec): 3 clusters Score: Raw -175605.526882 + Penalty 1425.100602 = -174180.426280 nChanged 6 SP:Iteration 24Q (14824.996803 sec): 3 clusters Score: Raw -175608.230425 + Penalty 1425.100602 = -174183.129823 nChanged 6 SP:Iteration 25Q (14825.003251 sec): 3 clusters Score: Raw -175610.885181 + Penalty 1425.100602 = -174185.784578 nChanged 3 SP:Iteration 26Q (14825.009752 sec): 3 clusters Score: Raw -175612.163990 + Penalty 1425.100602 = -174187.063387 nChanged 1 SP:Iteration 27Q (14825.016263 sec): 3 clusters Score: Raw -175612.579071 + Penalty 1425.100602 = -174187.478469 nChanged 3 SP:Iteration 28Q (14825.022784 sec): 3 clusters Score: Raw -175614.278424 + Penalty 1425.100602 = -174189.177822 nChanged 3 SP:Iteration 29Q (14825.029280 sec): 3 clusters Score: Raw -175615.615638 + Penalty 1425.100602 = -174190.515036 nChanged 2 SP:Iteration 30Q (14825.035768 sec): 3 clusters Score: Raw -175616.039854 + Penalty 1425.100602 = -174190.939252 nChanged 0 SP:Iteration 31F (14825.042485 sec): 3 clusters Score: Raw -175616.039854 + Penalty 1425.100602 = -174190.939252 nChanged 0 Trying to split cluster 22 (6426 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14825.061939 sec): 2 clusters Score: Raw -614786.748171 + Penalty 832.970216 = -613953.777955 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14825.082802 sec): 3 clusters Score: Raw -611140.639627 + Penalty 1665.940433 = -609474.699194 nChanged 2817 SP:Iteration 1F (14825.103300 sec): 3 clusters Score: Raw -612731.065703 + Penalty 1665.940433 = -611065.125271 nChanged 435 SP:Iteration 2F (14825.123510 sec): 3 clusters Score: Raw -613001.555587 + Penalty 1665.940433 = -611335.615154 nChanged 396 SP:Iteration 3F (14825.143670 sec): 3 clusters Score: Raw -613217.749040 + Penalty 1665.940433 = -611551.808608 nChanged 346 SP:Iteration 4F (14825.163846 sec): 3 clusters Score: Raw -613403.645453 + Penalty 1665.940433 = -611737.705021 nChanged 341 SP:Iteration 5F (14825.184147 sec): 3 clusters Score: Raw -613606.328128 + Penalty 1665.940433 = -611940.387695 nChanged 343 SP:Iteration 6F (14825.204238 sec): 3 clusters Score: Raw -613818.358489 + Penalty 1665.940433 = -612152.418056 nChanged 335 SP:Iteration 7F (14825.246660 sec): 3 clusters Score: Raw -614029.863331 + Penalty 1665.940433 = -612363.922898 nChanged 309 SP:Iteration 8Q (14825.266736 sec): 3 clusters Score: Raw -614239.815494 + Penalty 1665.940433 = -612573.875061 nChanged 292 SP:Iteration 9Q (14825.286611 sec): 3 clusters Score: Raw -614396.522250 + Penalty 1665.940433 = -612730.581818 nChanged 207 SP:Iteration 10Q (14825.306584 sec): 3 clusters Score: Raw -614495.642575 + Penalty 1665.940433 = -612829.702142 nChanged 167 SP:Iteration 11Q (14825.326483 sec): 3 clusters Score: Raw -614580.186308 + Penalty 1665.940433 = -612914.245876 nChanged 132 SP:Iteration 12Q (14825.346268 sec): 3 clusters Score: Raw -614635.604665 + Penalty 1665.940433 = -612969.664232 nChanged 114 SP:Iteration 13Q (14825.366136 sec): 3 clusters Score: Raw -614686.386288 + Penalty 1665.940433 = -613020.445856 nChanged 99 SP:Iteration 14Q (14825.386018 sec): 3 clusters Score: Raw -614724.195222 + Penalty 1665.940433 = -613058.254790 nChanged 82 SP:Iteration 15Q (14825.405960 sec): 3 clusters Score: Raw -614752.948178 + Penalty 1665.940433 = -613087.007745 nChanged 79 SP:Iteration 16Q (14825.425755 sec): 3 clusters Score: Raw -614781.839811 + Penalty 1665.940433 = -613115.899379 nChanged 75 SP:Iteration 17Q (14825.445673 sec): 3 clusters Score: Raw -614813.575420 + Penalty 1665.940433 = -613147.634988 nChanged 70 SP:Iteration 18Q (14825.465390 sec): 3 clusters Score: Raw -614840.388530 + Penalty 1665.940433 = -613174.448098 nChanged 77 SP:Iteration 19Q (14825.485318 sec): 3 clusters Score: Raw -614867.794528 + Penalty 1665.940433 = -613201.854095 nChanged 76 SP:Iteration 20F (14825.505622 sec): 3 clusters Score: Raw -614894.610760 + Penalty 1665.940433 = -613228.670327 nChanged 63 SP:Iteration 21Q (14825.525132 sec): 3 clusters Score: Raw -614916.164460 + Penalty 1665.940433 = -613250.224027 nChanged 57 SP:Iteration 22Q (14825.544987 sec): 3 clusters Score: Raw -614934.876068 + Penalty 1665.940433 = -613268.935636 nChanged 48 SP:Iteration 23Q (14825.564659 sec): 3 clusters Score: Raw -614950.960733 + Penalty 1665.940433 = -613285.020300 nChanged 46 SP:Iteration 24Q (14825.584076 sec): 3 clusters Score: Raw -614965.169124 + Penalty 1665.940433 = -613299.228692 nChanged 39 SP:Iteration 25Q (14825.603852 sec): 3 clusters Score: Raw -614977.993265 + Penalty 1665.940433 = -613312.052832 nChanged 34 SP:Iteration 26Q (14825.623390 sec): 3 clusters Score: Raw -614991.321877 + Penalty 1665.940433 = -613325.381444 nChanged 43 SP:Iteration 27Q (14825.642872 sec): 3 clusters Score: Raw -615004.533838 + Penalty 1665.940433 = -613338.593405 nChanged 35 SP:Iteration 28Q (14825.662352 sec): 3 clusters Score: Raw -615014.161180 + Penalty 1665.940433 = -613348.220748 nChanged 31 SP:Iteration 29Q (14825.682037 sec): 3 clusters Score: Raw -615021.215622 + Penalty 1665.940433 = -613355.275190 nChanged 26 SP:Iteration 30Q (14825.701472 sec): 3 clusters Score: Raw -615026.979154 + Penalty 1665.940433 = -613361.038721 nChanged 16 SP:Iteration 31Q (14825.721165 sec): 3 clusters Score: Raw -615031.024862 + Penalty 1665.940433 = -613365.084430 nChanged 17 SP:Iteration 32Q (14825.740528 sec): 3 clusters Score: Raw -615034.936632 + Penalty 1665.940433 = -613368.996199 nChanged 14 SP:Iteration 33Q (14825.760207 sec): 3 clusters Score: Raw -615036.792225 + Penalty 1665.940433 = -613370.851793 nChanged 10 SP:Iteration 34Q (14825.779748 sec): 3 clusters Score: Raw -615038.082508 + Penalty 1665.940433 = -613372.142075 nChanged 4 SP:Iteration 35Q (14825.799285 sec): 3 clusters Score: Raw -615039.159048 + Penalty 1665.940433 = -613373.218616 nChanged 6 SP:Iteration 36Q (14825.818783 sec): 3 clusters Score: Raw -615040.694629 + Penalty 1665.940433 = -613374.754196 nChanged 7 SP:Iteration 37Q (14825.838105 sec): 3 clusters Score: Raw -615042.002273 + Penalty 1665.940433 = -613376.061841 nChanged 6 SP:Iteration 38Q (14825.857478 sec): 3 clusters Score: Raw -615044.377571 + Penalty 1665.940433 = -613378.437139 nChanged 9 SP:Iteration 39Q (14825.877124 sec): 3 clusters Score: Raw -615047.359851 + Penalty 1665.940433 = -613381.419418 nChanged 17 SP:Iteration 40F (14825.897498 sec): 3 clusters Score: Raw -615052.272707 + Penalty 1665.940433 = -613386.332275 nChanged 14 SP:Iteration 41Q (14825.916905 sec): 3 clusters Score: Raw -615057.088097 + Penalty 1665.940433 = -613391.147665 nChanged 18 SP:Iteration 42Q (14825.936460 sec): 3 clusters Score: Raw -615063.492408 + Penalty 1665.940433 = -613397.551976 nChanged 21 SP:Iteration 43Q (14825.955714 sec): 3 clusters Score: Raw -615071.611112 + Penalty 1665.940433 = -613405.670679 nChanged 23 SP:Iteration 44Q (14825.975149 sec): 3 clusters Score: Raw -615077.768302 + Penalty 1665.940433 = -613411.827869 nChanged 15 SP:Iteration 45Q (14825.994569 sec): 3 clusters Score: Raw -615080.613051 + Penalty 1665.940433 = -613414.672619 nChanged 15 SP:Iteration 46Q (14826.013877 sec): 3 clusters Score: Raw -615083.959898 + Penalty 1665.940433 = -613418.019465 nChanged 18 SP:Iteration 47Q (14826.033274 sec): 3 clusters Score: Raw -615089.542039 + Penalty 1665.940433 = -613423.601607 nChanged 17 SP:Iteration 48Q (14826.052459 sec): 3 clusters Score: Raw -615094.169542 + Penalty 1665.940433 = -613428.229109 nChanged 21 SP:Iteration 49Q (14826.071502 sec): 3 clusters Score: Raw -615100.476004 + Penalty 1665.940433 = -613434.535571 nChanged 21 SP:Iteration 50Q (14826.090874 sec): 3 clusters Score: Raw -615107.344693 + Penalty 1665.940433 = -613441.404260 nChanged 20 SP:Iteration 51Q (14826.110343 sec): 3 clusters Score: Raw -615112.418316 + Penalty 1665.940433 = -613446.477883 nChanged 19 SP:Iteration 52Q (14826.129529 sec): 3 clusters Score: Raw -615117.622101 + Penalty 1665.940433 = -613451.681669 nChanged 22 SP:Iteration 53Q (14826.148640 sec): 3 clusters Score: Raw -615124.200207 + Penalty 1665.940433 = -613458.259774 nChanged 20 SP:Iteration 54Q (14826.167997 sec): 3 clusters Score: Raw -615129.691053 + Penalty 1665.940433 = -613463.750620 nChanged 18 SP:Iteration 55Q (14826.187043 sec): 3 clusters Score: Raw -615134.776487 + Penalty 1665.940433 = -613468.836054 nChanged 11 SP:Iteration 56Q (14826.206086 sec): 3 clusters Score: Raw -615137.843743 + Penalty 1665.940433 = -613471.903310 nChanged 11 SP:Iteration 57Q (14826.225113 sec): 3 clusters Score: Raw -615140.584560 + Penalty 1665.940433 = -613474.644127 nChanged 12 SP:Iteration 58Q (14826.244238 sec): 3 clusters Score: Raw -615144.061874 + Penalty 1665.940433 = -613478.121442 nChanged 10 SP:Iteration 59Q (14826.263201 sec): 3 clusters Score: Raw -615146.569906 + Penalty 1665.940433 = -613480.629474 nChanged 4 SP:Iteration 60F (14826.283501 sec): 3 clusters Score: Raw -615147.223208 + Penalty 1665.940433 = -613481.282776 nChanged 5 SP:Iteration 61Q (14826.302472 sec): 3 clusters Score: Raw -615147.852702 + Penalty 1665.940433 = -613481.912269 nChanged 5 SP:Iteration 62Q (14826.321643 sec): 3 clusters Score: Raw -615148.656000 + Penalty 1665.940433 = -613482.715567 nChanged 5 SP:Iteration 63Q (14826.340831 sec): 3 clusters Score: Raw -615149.897950 + Penalty 1665.940433 = -613483.957517 nChanged 4 SP:Iteration 64Q (14826.359953 sec): 3 clusters Score: Raw -615150.975371 + Penalty 1665.940433 = -613485.034939 nChanged 5 SP:Iteration 65Q (14826.379243 sec): 3 clusters Score: Raw -615152.461687 + Penalty 1665.940433 = -613486.521255 nChanged 5 SP:Iteration 66Q (14826.398349 sec): 3 clusters Score: Raw -615153.501907 + Penalty 1665.940433 = -613487.561474 nChanged 2 SP:Iteration 67Q (14826.458161 sec): 3 clusters Score: Raw -615153.742974 + Penalty 1665.940433 = -613487.802542 nChanged 2 SP:Iteration 68Q (14826.500242 sec): 3 clusters Score: Raw -615154.595488 + Penalty 1665.940433 = -613488.655056 nChanged 3 SP:Iteration 69Q (14826.518092 sec): 3 clusters Score: Raw -615155.763846 + Penalty 1665.940433 = -613489.823413 nChanged 3 SP:Iteration 70Q (14826.537075 sec): 3 clusters Score: Raw -615156.965440 + Penalty 1665.940433 = -613491.025008 nChanged 3 SP:Iteration 71Q (14826.556018 sec): 3 clusters Score: Raw -615157.587491 + Penalty 1665.940433 = -613491.647058 nChanged 1 SP:Iteration 72Q (14826.574996 sec): 3 clusters Score: Raw -615157.941428 + Penalty 1665.940433 = -613492.000995 nChanged 3 SP:Iteration 73Q (14826.593874 sec): 3 clusters Score: Raw -615158.249685 + Penalty 1665.940433 = -613492.309252 nChanged 0 SP:Iteration 74F (14826.613809 sec): 3 clusters Score: Raw -615158.249685 + Penalty 1665.940433 = -613492.309252 nChanged 0 Trying to split cluster 23 (194 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14826.627590 sec): 2 clusters Score: Raw -13617.151495 + Penalty 500.446525 = -13116.704970 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14826.629048 sec): 3 clusters Score: Raw -13811.298066 + Penalty 1000.893050 = -12810.405016 nChanged 53 SP:Iteration 1F (14826.630281 sec): 3 clusters Score: Raw -13928.876079 + Penalty 1000.893050 = -12927.983029 nChanged 11 SP:Iteration 2F (14826.631534 sec): 3 clusters Score: Raw -13955.522356 + Penalty 1000.893050 = -12954.629305 nChanged 5 SP:Iteration 3Q (14826.632742 sec): 3 clusters Score: Raw -13971.400859 + Penalty 1000.893050 = -12970.507809 nChanged 2 SP:Iteration 4Q (14826.633946 sec): 3 clusters Score: Raw -13975.229799 + Penalty 1000.893050 = -12974.336749 nChanged 2 SP:Iteration 5Q (14826.635165 sec): 3 clusters Score: Raw -13986.627576 + Penalty 1000.893050 = -12985.734526 nChanged 1 SP:Iteration 6Q (14826.636366 sec): 3 clusters Score: Raw -13989.440265 + Penalty 1000.893050 = -12988.547215 nChanged 0 SP:Iteration 7F (14826.637600 sec): 3 clusters Score: Raw -13989.440265 + Penalty 1000.893050 = -12988.547215 nChanged 0 Trying to split cluster 24 (1283 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14826.652819 sec): 2 clusters Score: Raw -132760.661856 + Penalty 679.910855 = -132080.751002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14826.658531 sec): 3 clusters Score: Raw -132174.168266 + Penalty 1359.821709 = -130814.346557 nChanged 458 SP:Iteration 1F (14826.663657 sec): 3 clusters Score: Raw -132442.979499 + Penalty 1359.821709 = -131083.157790 nChanged 90 SP:Iteration 2F (14826.668846 sec): 3 clusters Score: Raw -132501.618576 + Penalty 1359.821709 = -131141.796866 nChanged 59 SP:Iteration 3Q (14826.674059 sec): 3 clusters Score: Raw -132538.598358 + Penalty 1359.821709 = -131178.776648 nChanged 28 SP:Iteration 4Q (14826.679186 sec): 3 clusters Score: Raw -132556.032888 + Penalty 1359.821709 = -131196.211179 nChanged 24 SP:Iteration 5Q (14826.684400 sec): 3 clusters Score: Raw -132568.443227 + Penalty 1359.821709 = -131208.621517 nChanged 14 SP:Iteration 6Q (14826.689598 sec): 3 clusters Score: Raw -132575.204135 + Penalty 1359.821709 = -131215.382426 nChanged 13 SP:Iteration 7Q (14826.694704 sec): 3 clusters Score: Raw -132581.317016 + Penalty 1359.821709 = -131221.495307 nChanged 10 SP:Iteration 8Q (14826.699860 sec): 3 clusters Score: Raw -132586.009258 + Penalty 1359.821709 = -131226.187549 nChanged 9 SP:Iteration 9Q (14826.705016 sec): 3 clusters Score: Raw -132591.755700 + Penalty 1359.821709 = -131231.933991 nChanged 6 SP:Iteration 10Q (14826.710149 sec): 3 clusters Score: Raw -132594.371904 + Penalty 1359.821709 = -131234.550194 nChanged 5 SP:Iteration 11Q (14826.715268 sec): 3 clusters Score: Raw -132596.258008 + Penalty 1359.821709 = -131236.436299 nChanged 5 SP:Iteration 12Q (14826.720466 sec): 3 clusters Score: Raw -132597.954698 + Penalty 1359.821709 = -131238.132989 nChanged 4 SP:Iteration 13Q (14826.725608 sec): 3 clusters Score: Raw -132599.945556 + Penalty 1359.821709 = -131240.123847 nChanged 3 SP:Iteration 14Q (14826.730800 sec): 3 clusters Score: Raw -132601.891675 + Penalty 1359.821709 = -131242.069965 nChanged 2 SP:Iteration 15Q (14826.735956 sec): 3 clusters Score: Raw -132602.512422 + Penalty 1359.821709 = -131242.690712 nChanged 2 SP:Iteration 16Q (14826.741131 sec): 3 clusters Score: Raw -132603.374728 + Penalty 1359.821709 = -131243.553019 nChanged 6 SP:Iteration 17Q (14826.746284 sec): 3 clusters Score: Raw -132604.706114 + Penalty 1359.821709 = -131244.884405 nChanged 2 SP:Iteration 18Q (14826.751492 sec): 3 clusters Score: Raw -132605.287745 + Penalty 1359.821709 = -131245.466036 nChanged 3 SP:Iteration 19Q (14826.756676 sec): 3 clusters Score: Raw -132605.901123 + Penalty 1359.821709 = -131246.079414 nChanged 1 SP:Iteration 20F (14826.761809 sec): 3 clusters Score: Raw -132606.049579 + Penalty 1359.821709 = -131246.227870 nChanged 1 SP:Iteration 21Q (14826.766842 sec): 3 clusters Score: Raw -132606.366606 + Penalty 1359.821709 = -131246.544897 nChanged 1 SP:Iteration 22Q (14826.771973 sec): 3 clusters Score: Raw -132606.809199 + Penalty 1359.821709 = -131246.987490 nChanged 3 SP:Iteration 23Q (14826.777074 sec): 3 clusters Score: Raw -132608.636789 + Penalty 1359.821709 = -131248.815079 nChanged 2 SP:Iteration 24Q (14826.782253 sec): 3 clusters Score: Raw -132610.367403 + Penalty 1359.821709 = -131250.545694 nChanged 3 SP:Iteration 25Q (14826.787406 sec): 3 clusters Score: Raw -132611.691120 + Penalty 1359.821709 = -131251.869411 nChanged 7 SP:Iteration 26Q (14826.792522 sec): 3 clusters Score: Raw -132615.418538 + Penalty 1359.821709 = -131255.596828 nChanged 7 SP:Iteration 27Q (14826.797672 sec): 3 clusters Score: Raw -132619.079957 + Penalty 1359.821709 = -131259.258247 nChanged 7 SP:Iteration 28Q (14826.802735 sec): 3 clusters Score: Raw -132623.240599 + Penalty 1359.821709 = -131263.418890 nChanged 10 SP:Iteration 29Q (14826.807884 sec): 3 clusters Score: Raw -132629.046295 + Penalty 1359.821709 = -131269.224585 nChanged 14 SP:Iteration 30Q (14826.813068 sec): 3 clusters Score: Raw -132636.008488 + Penalty 1359.821709 = -131276.186779 nChanged 6 SP:Iteration 31Q (14826.818147 sec): 3 clusters Score: Raw -132638.693331 + Penalty 1359.821709 = -131278.871622 nChanged 4 SP:Iteration 32Q (14826.823334 sec): 3 clusters Score: Raw -132641.155669 + Penalty 1359.821709 = -131281.333960 nChanged 4 SP:Iteration 33Q (14826.828479 sec): 3 clusters Score: Raw -132643.100635 + Penalty 1359.821709 = -131283.278926 nChanged 2 SP:Iteration 34Q (14826.833632 sec): 3 clusters Score: Raw -132643.656911 + Penalty 1359.821709 = -131283.835201 nChanged 1 SP:Iteration 35Q (14826.838761 sec): 3 clusters Score: Raw -132644.223933 + Penalty 1359.821709 = -131284.402224 nChanged 2 SP:Iteration 36Q (14826.843888 sec): 3 clusters Score: Raw -132645.282112 + Penalty 1359.821709 = -131285.460403 nChanged 4 SP:Iteration 37Q (14826.849088 sec): 3 clusters Score: Raw -132648.034324 + Penalty 1359.821709 = -131288.212615 nChanged 10 SP:Iteration 38Q (14826.854185 sec): 3 clusters Score: Raw -132652.291395 + Penalty 1359.821709 = -131292.469686 nChanged 8 SP:Iteration 39Q (14826.859322 sec): 3 clusters Score: Raw -132657.878837 + Penalty 1359.821709 = -131298.057128 nChanged 6 SP:Iteration 40F (14826.864426 sec): 3 clusters Score: Raw -132660.812958 + Penalty 1359.821709 = -131300.991249 nChanged 5 SP:Iteration 41Q (14826.869548 sec): 3 clusters Score: Raw -132663.313984 + Penalty 1359.821709 = -131303.492274 nChanged 6 SP:Iteration 42Q (14826.874674 sec): 3 clusters Score: Raw -132666.408092 + Penalty 1359.821709 = -131306.586383 nChanged 6 SP:Iteration 43Q (14826.879866 sec): 3 clusters Score: Raw -132669.021130 + Penalty 1359.821709 = -131309.199420 nChanged 3 SP:Iteration 44Q (14826.884996 sec): 3 clusters Score: Raw -132670.518980 + Penalty 1359.821709 = -131310.697270 nChanged 3 SP:Iteration 45Q (14826.890060 sec): 3 clusters Score: Raw -132671.398816 + Penalty 1359.821709 = -131311.577107 nChanged 1 SP:Iteration 46Q (14826.895154 sec): 3 clusters Score: Raw -132671.617055 + Penalty 1359.821709 = -131311.795346 nChanged 0 SP:Iteration 47F (14826.900319 sec): 3 clusters Score: Raw -132671.617055 + Penalty 1359.821709 = -131311.795346 nChanged 0 Trying to split cluster 25 (750 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14826.914910 sec): 2 clusters Score: Raw -65807.822329 + Penalty 628.906955 = -65178.915374 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14826.918398 sec): 3 clusters Score: Raw -65566.170570 + Penalty 1257.813909 = -64308.356661 nChanged 256 SP:Iteration 1F (14826.921584 sec): 3 clusters Score: Raw -65776.120564 + Penalty 1257.813909 = -64518.306654 nChanged 48 SP:Iteration 2F (14826.924804 sec): 3 clusters Score: Raw -65823.580847 + Penalty 1257.813909 = -64565.766937 nChanged 31 SP:Iteration 3Q (14826.927964 sec): 3 clusters Score: Raw -65851.860439 + Penalty 1257.813909 = -64594.046530 nChanged 21 SP:Iteration 4Q (14826.931109 sec): 3 clusters Score: Raw -65866.200045 + Penalty 1257.813909 = -64608.386136 nChanged 13 SP:Iteration 5Q (14826.934238 sec): 3 clusters Score: Raw -65876.202516 + Penalty 1257.813909 = -64618.388607 nChanged 10 SP:Iteration 6Q (14826.937345 sec): 3 clusters Score: Raw -65881.442499 + Penalty 1257.813909 = -64623.628589 nChanged 6 SP:Iteration 7Q (14826.940530 sec): 3 clusters Score: Raw -65885.325668 + Penalty 1257.813909 = -64627.511759 nChanged 7 SP:Iteration 8Q (14826.943698 sec): 3 clusters Score: Raw -65888.724030 + Penalty 1257.813909 = -64630.910121 nChanged 2 SP:Iteration 9Q (14826.946822 sec): 3 clusters Score: Raw -65889.583302 + Penalty 1257.813909 = -64631.769392 nChanged 1 SP:Iteration 10Q (14826.949962 sec): 3 clusters Score: Raw -65889.784972 + Penalty 1257.813909 = -64631.971063 nChanged 1 SP:Iteration 11Q (14826.953091 sec): 3 clusters Score: Raw -65890.054369 + Penalty 1257.813909 = -64632.240459 nChanged 0 SP:Iteration 12F (14826.956248 sec): 3 clusters Score: Raw -65890.054369 + Penalty 1257.813909 = -64632.240459 nChanged 0 Trying to split cluster 26 (9754 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14826.978922 sec): 2 clusters Score: Raw -898732.429157 + Penalty 872.616110 = -897859.813047 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14827.004248 sec): 3 clusters Score: Raw -892811.684646 + Penalty 1745.232220 = -891066.452427 nChanged 4419 SP:Iteration 1F (14827.028863 sec): 3 clusters Score: Raw -895228.030367 + Penalty 1745.232220 = -893482.798148 nChanged 595 SP:Iteration 2F (14827.053381 sec): 3 clusters Score: Raw -895473.646836 + Penalty 1745.232220 = -893728.414616 nChanged 538 SP:Iteration 3F (14827.077815 sec): 3 clusters Score: Raw -895699.734618 + Penalty 1745.232220 = -893954.502398 nChanged 501 SP:Iteration 4F (14827.102246 sec): 3 clusters Score: Raw -895932.927612 + Penalty 1745.232220 = -894187.695392 nChanged 478 SP:Iteration 5Q (14827.126465 sec): 3 clusters Score: Raw -896171.311159 + Penalty 1745.232220 = -894426.078940 nChanged 495 SP:Iteration 6F (14827.151037 sec): 3 clusters Score: Raw -896457.628937 + Penalty 1745.232220 = -894712.396717 nChanged 505 SP:Iteration 7F (14827.175471 sec): 3 clusters Score: Raw -896791.042201 + Penalty 1745.232220 = -895045.809981 nChanged 512 SP:Iteration 8F (14827.199769 sec): 3 clusters Score: Raw -897159.534777 + Penalty 1745.232220 = -895414.302557 nChanged 469 SP:Iteration 9Q (14827.223770 sec): 3 clusters Score: Raw -897512.430834 + Penalty 1745.232220 = -895767.198614 nChanged 413 SP:Iteration 10Q (14827.247367 sec): 3 clusters Score: Raw -897849.448514 + Penalty 1745.232220 = -896104.216294 nChanged 357 SP:Iteration 11Q (14827.270614 sec): 3 clusters Score: Raw -898160.288249 + Penalty 1745.232220 = -896415.056029 nChanged 287 SP:Iteration 12Q (14827.293402 sec): 3 clusters Score: Raw -898406.231342 + Penalty 1745.232220 = -896660.999122 nChanged 180 SP:Iteration 13Q (14827.315873 sec): 3 clusters Score: Raw -898556.976362 + Penalty 1745.232220 = -896811.744142 nChanged 119 SP:Iteration 14Q (14827.338101 sec): 3 clusters Score: Raw -898649.784403 + Penalty 1745.232220 = -896904.552183 nChanged 83 SP:Iteration 15Q (14827.360080 sec): 3 clusters Score: Raw -898712.497508 + Penalty 1745.232220 = -896967.265288 nChanged 71 SP:Iteration 16Q (14827.381799 sec): 3 clusters Score: Raw -898764.877797 + Penalty 1745.232220 = -897019.645577 nChanged 43 SP:Iteration 17Q (14827.403448 sec): 3 clusters Score: Raw -898795.243863 + Penalty 1745.232220 = -897050.011643 nChanged 27 SP:Iteration 18Q (14827.425095 sec): 3 clusters Score: Raw -898817.340592 + Penalty 1745.232220 = -897072.108372 nChanged 25 SP:Iteration 19Q (14827.446899 sec): 3 clusters Score: Raw -898841.048358 + Penalty 1745.232220 = -897095.816138 nChanged 18 SP:Iteration 20F (14827.471219 sec): 3 clusters Score: Raw -898861.053202 + Penalty 1745.232220 = -897115.820982 nChanged 18 SP:Iteration 21Q (14827.492961 sec): 3 clusters Score: Raw -898879.996409 + Penalty 1745.232220 = -897134.764189 nChanged 13 SP:Iteration 22Q (14827.514379 sec): 3 clusters Score: Raw -898902.266818 + Penalty 1745.232220 = -897157.034598 nChanged 13 SP:Iteration 23Q (14827.535928 sec): 3 clusters Score: Raw -898921.673381 + Penalty 1745.232220 = -897176.441161 nChanged 13 SP:Iteration 24Q (14827.557542 sec): 3 clusters Score: Raw -898933.110884 + Penalty 1745.232220 = -897187.878664 nChanged 7 SP:Iteration 25Q (14827.579184 sec): 3 clusters Score: Raw -898939.273016 + Penalty 1745.232220 = -897194.040796 nChanged 5 SP:Iteration 26Q (14827.600653 sec): 3 clusters Score: Raw -898943.207112 + Penalty 1745.232220 = -897197.974893 nChanged 5 SP:Iteration 27Q (14827.622095 sec): 3 clusters Score: Raw -898946.276948 + Penalty 1745.232220 = -897201.044728 nChanged 5 SP:Iteration 28Q (14827.643818 sec): 3 clusters Score: Raw -898950.465383 + Penalty 1745.232220 = -897205.233163 nChanged 7 SP:Iteration 29Q (14827.665278 sec): 3 clusters Score: Raw -898956.554949 + Penalty 1745.232220 = -897211.322729 nChanged 9 SP:Iteration 30Q (14827.686691 sec): 3 clusters Score: Raw -898965.698297 + Penalty 1745.232220 = -897220.466077 nChanged 11 SP:Iteration 31Q (14827.708063 sec): 3 clusters Score: Raw -898974.076046 + Penalty 1745.232220 = -897228.843826 nChanged 7 SP:Iteration 32Q (14827.729518 sec): 3 clusters Score: Raw -898978.788076 + Penalty 1745.232220 = -897233.555856 nChanged 6 SP:Iteration 33Q (14827.750933 sec): 3 clusters Score: Raw -898983.898887 + Penalty 1745.232220 = -897238.666667 nChanged 3 SP:Iteration 34Q (14827.772458 sec): 3 clusters Score: Raw -898986.803347 + Penalty 1745.232220 = -897241.571127 nChanged 2 SP:Iteration 35Q (14827.794106 sec): 3 clusters Score: Raw -898988.063278 + Penalty 1745.232220 = -897242.831058 nChanged 3 SP:Iteration 36Q (14827.815710 sec): 3 clusters Score: Raw -898989.584419 + Penalty 1745.232220 = -897244.352199 nChanged 6 SP:Iteration 37Q (14827.837282 sec): 3 clusters Score: Raw -898993.123693 + Penalty 1745.232220 = -897247.891473 nChanged 3 SP:Iteration 38Q (14827.858669 sec): 3 clusters Score: Raw -898994.519467 + Penalty 1745.232220 = -897249.287247 nChanged 2 SP:Iteration 39Q (14827.880267 sec): 3 clusters Score: Raw -898996.321475 + Penalty 1745.232220 = -897251.089256 nChanged 4 SP:Iteration 40F (14827.904317 sec): 3 clusters Score: Raw -898998.230267 + Penalty 1745.232220 = -897252.998047 nChanged 5 SP:Iteration 41Q (14827.925731 sec): 3 clusters Score: Raw -899004.130944 + Penalty 1745.232220 = -897258.898724 nChanged 7 SP:Iteration 42Q (14827.947209 sec): 3 clusters Score: Raw -899009.856806 + Penalty 1745.232220 = -897264.624586 nChanged 7 SP:Iteration 43Q (14827.968709 sec): 3 clusters Score: Raw -899013.101621 + Penalty 1745.232220 = -897267.869402 nChanged 2 SP:Iteration 44Q (14827.990285 sec): 3 clusters Score: Raw -899013.620418 + Penalty 1745.232220 = -897268.388198 nChanged 1 SP:Iteration 45Q (14828.012013 sec): 3 clusters Score: Raw -899014.246470 + Penalty 1745.232220 = -897269.014250 nChanged 1 SP:Iteration 46Q (14828.033628 sec): 3 clusters Score: Raw -899015.353803 + Penalty 1745.232220 = -897270.121583 nChanged 0 SP:Iteration 47F (14828.057942 sec): 3 clusters Score: Raw -899015.353803 + Penalty 1745.232220 = -897270.121583 nChanged 0 Trying to split cluster 27 (3769 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14828.074636 sec): 2 clusters Score: Raw -328965.437733 + Penalty 782.283674 = -328183.154058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14828.089504 sec): 3 clusters Score: Raw -326965.060262 + Penalty 1564.567349 = -325400.492913 nChanged 1564 SP:Iteration 1F (14828.103306 sec): 3 clusters Score: Raw -327979.279401 + Penalty 1564.567349 = -326414.712053 nChanged 320 SP:Iteration 2F (14828.117053 sec): 3 clusters Score: Raw -328179.141655 + Penalty 1564.567349 = -326614.574306 nChanged 235 SP:Iteration 3F (14828.130878 sec): 3 clusters Score: Raw -328307.992591 + Penalty 1564.567349 = -326743.425243 nChanged 195 SP:Iteration 4F (14828.144621 sec): 3 clusters Score: Raw -328403.747696 + Penalty 1564.567349 = -326839.180347 nChanged 154 SP:Iteration 5Q (14828.158233 sec): 3 clusters Score: Raw -328478.996983 + Penalty 1564.567349 = -326914.429635 nChanged 144 SP:Iteration 6Q (14828.171729 sec): 3 clusters Score: Raw -328569.823939 + Penalty 1564.567349 = -327005.256590 nChanged 150 SP:Iteration 7Q (14828.185167 sec): 3 clusters Score: Raw -328660.054244 + Penalty 1564.567349 = -327095.486895 nChanged 132 SP:Iteration 8Q (14828.198654 sec): 3 clusters Score: Raw -328727.768964 + Penalty 1564.567349 = -327163.201615 nChanged 125 SP:Iteration 9Q (14828.212285 sec): 3 clusters Score: Raw -328791.456327 + Penalty 1564.567349 = -327226.888979 nChanged 101 SP:Iteration 10Q (14828.225853 sec): 3 clusters Score: Raw -328839.407781 + Penalty 1564.567349 = -327274.840433 nChanged 98 SP:Iteration 11Q (14828.239270 sec): 3 clusters Score: Raw -328878.118413 + Penalty 1564.567349 = -327313.551064 nChanged 78 SP:Iteration 12Q (14828.252843 sec): 3 clusters Score: Raw -328905.769163 + Penalty 1564.567349 = -327341.201814 nChanged 71 SP:Iteration 13Q (14828.266420 sec): 3 clusters Score: Raw -328932.428750 + Penalty 1564.567349 = -327367.861401 nChanged 54 SP:Iteration 14Q (14828.280005 sec): 3 clusters Score: Raw -328951.979244 + Penalty 1564.567349 = -327387.411895 nChanged 55 SP:Iteration 15Q (14828.293342 sec): 3 clusters Score: Raw -328972.755366 + Penalty 1564.567349 = -327408.188017 nChanged 45 SP:Iteration 16Q (14828.306692 sec): 3 clusters Score: Raw -328991.545975 + Penalty 1564.567349 = -327426.978627 nChanged 54 SP:Iteration 17Q (14828.320225 sec): 3 clusters Score: Raw -329012.032803 + Penalty 1564.567349 = -327447.465454 nChanged 58 SP:Iteration 18Q (14828.333750 sec): 3 clusters Score: Raw -329033.857873 + Penalty 1564.567349 = -327469.290524 nChanged 58 SP:Iteration 19Q (14828.347088 sec): 3 clusters Score: Raw -329056.956553 + Penalty 1564.567349 = -327492.389204 nChanged 51 SP:Iteration 20F (14828.360756 sec): 3 clusters Score: Raw -329075.787600 + Penalty 1564.567349 = -327511.220252 nChanged 43 SP:Iteration 21Q (14828.374162 sec): 3 clusters Score: Raw -329093.688281 + Penalty 1564.567349 = -327529.120932 nChanged 45 SP:Iteration 22Q (14828.387690 sec): 3 clusters Score: Raw -329111.683809 + Penalty 1564.567349 = -327547.116460 nChanged 38 SP:Iteration 23Q (14828.401063 sec): 3 clusters Score: Raw -329129.733325 + Penalty 1564.567349 = -327565.165977 nChanged 41 SP:Iteration 24Q (14828.414421 sec): 3 clusters Score: Raw -329146.765400 + Penalty 1564.567349 = -327582.198051 nChanged 26 SP:Iteration 25Q (14828.427990 sec): 3 clusters Score: Raw -329155.109832 + Penalty 1564.567349 = -327590.542483 nChanged 25 SP:Iteration 26Q (14828.441486 sec): 3 clusters Score: Raw -329165.000524 + Penalty 1564.567349 = -327600.433175 nChanged 18 SP:Iteration 27Q (14828.455012 sec): 3 clusters Score: Raw -329172.005413 + Penalty 1564.567349 = -327607.438064 nChanged 11 SP:Iteration 28Q (14828.468347 sec): 3 clusters Score: Raw -329174.886144 + Penalty 1564.567349 = -327610.318796 nChanged 6 SP:Iteration 29Q (14828.481807 sec): 3 clusters Score: Raw -329176.381847 + Penalty 1564.567349 = -327611.814498 nChanged 7 SP:Iteration 30Q (14828.495076 sec): 3 clusters Score: Raw -329177.774698 + Penalty 1564.567349 = -327613.207349 nChanged 6 SP:Iteration 31Q (14828.508446 sec): 3 clusters Score: Raw -329180.846641 + Penalty 1564.567349 = -327616.279292 nChanged 7 SP:Iteration 32Q (14828.521887 sec): 3 clusters Score: Raw -329183.628024 + Penalty 1564.567349 = -327619.060675 nChanged 10 SP:Iteration 33Q (14828.535351 sec): 3 clusters Score: Raw -329185.947121 + Penalty 1564.567349 = -327621.379773 nChanged 9 SP:Iteration 34Q (14828.548793 sec): 3 clusters Score: Raw -329188.974342 + Penalty 1564.567349 = -327624.406993 nChanged 10 SP:Iteration 35Q (14828.562243 sec): 3 clusters Score: Raw -329191.361008 + Penalty 1564.567349 = -327626.793660 nChanged 12 SP:Iteration 36Q (14828.575707 sec): 3 clusters Score: Raw -329194.090776 + Penalty 1564.567349 = -327629.523427 nChanged 7 SP:Iteration 37Q (14828.589141 sec): 3 clusters Score: Raw -329195.827739 + Penalty 1564.567349 = -327631.260390 nChanged 7 SP:Iteration 38Q (14828.602572 sec): 3 clusters Score: Raw -329197.459082 + Penalty 1564.567349 = -327632.891733 nChanged 6 SP:Iteration 39Q (14828.616022 sec): 3 clusters Score: Raw -329198.683304 + Penalty 1564.567349 = -327634.115955 nChanged 5 SP:Iteration 40F (14828.629663 sec): 3 clusters Score: Raw -329199.635148 + Penalty 1564.567349 = -327635.067799 nChanged 4 SP:Iteration 41Q (14828.643123 sec): 3 clusters Score: Raw -329200.155221 + Penalty 1564.567349 = -327635.587872 nChanged 2 SP:Iteration 42Q (14828.656460 sec): 3 clusters Score: Raw -329200.583952 + Penalty 1564.567349 = -327636.016604 nChanged 3 SP:Iteration 43Q (14828.669809 sec): 3 clusters Score: Raw -329201.301013 + Penalty 1564.567349 = -327636.733664 nChanged 1 SP:Iteration 44Q (14828.683306 sec): 3 clusters Score: Raw -329201.582545 + Penalty 1564.567349 = -327637.015196 nChanged 0 SP:Iteration 45F (14828.696941 sec): 3 clusters Score: Raw -329201.582545 + Penalty 1564.567349 = -327637.015196 nChanged 0 Trying to split cluster 28 (17226 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14828.725094 sec): 2 clusters Score: Raw -1652870.829305 + Penalty 926.646639 = -1651944.182666 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14828.759379 sec): 3 clusters Score: Raw -1642250.658282 + Penalty 1853.293278 = -1640397.365003 nChanged 7980 SP:Iteration 1F (14828.791890 sec): 3 clusters Score: Raw -1646793.558354 + Penalty 1853.293278 = -1644940.265076 nChanged 983 SP:Iteration 2F (14828.824384 sec): 3 clusters Score: Raw -1647233.780618 + Penalty 1853.293278 = -1645380.487339 nChanged 962 SP:Iteration 3F (14828.856916 sec): 3 clusters Score: Raw -1647728.403569 + Penalty 1853.293278 = -1645875.110291 nChanged 1056 SP:Iteration 4F (14828.889583 sec): 3 clusters Score: Raw -1648380.258785 + Penalty 1853.293278 = -1646526.965506 nChanged 1117 SP:Iteration 5F (14828.922119 sec): 3 clusters Score: Raw -1649192.914148 + Penalty 1853.293278 = -1647339.620870 nChanged 1171 SP:Iteration 6F (14828.954632 sec): 3 clusters Score: Raw -1650204.429086 + Penalty 1853.293278 = -1648351.135807 nChanged 1013 SP:Iteration 7F (14828.987300 sec): 3 clusters Score: Raw -1651179.714307 + Penalty 1853.293278 = -1649326.421029 nChanged 710 SP:Iteration 8Q (14829.018652 sec): 3 clusters Score: Raw -1651847.722376 + Penalty 1853.293278 = -1649994.429098 nChanged 471 SP:Iteration 9Q (14829.049037 sec): 3 clusters Score: Raw -1652256.632986 + Penalty 1853.293278 = -1650403.339707 nChanged 285 SP:Iteration 10Q (14829.078239 sec): 3 clusters Score: Raw -1652501.725081 + Penalty 1853.293278 = -1650648.431802 nChanged 211 SP:Iteration 11Q (14829.107073 sec): 3 clusters Score: Raw -1652648.623554 + Penalty 1853.293278 = -1650795.330276 nChanged 141 SP:Iteration 12Q (14829.135578 sec): 3 clusters Score: Raw -1652745.504820 + Penalty 1853.293278 = -1650892.211542 nChanged 114 SP:Iteration 13Q (14829.163801 sec): 3 clusters Score: Raw -1652820.753480 + Penalty 1853.293278 = -1650967.460202 nChanged 76 SP:Iteration 14Q (14829.191659 sec): 3 clusters Score: Raw -1652868.842265 + Penalty 1853.293278 = -1651015.548987 nChanged 50 SP:Iteration 15Q (14829.219403 sec): 3 clusters Score: Raw -1652894.947356 + Penalty 1853.293278 = -1651041.654078 nChanged 29 SP:Iteration 16Q (14829.247440 sec): 3 clusters Score: Raw -1652909.755795 + Penalty 1853.293278 = -1651056.462516 nChanged 25 SP:Iteration 17Q (14829.275316 sec): 3 clusters Score: Raw -1652921.166674 + Penalty 1853.293278 = -1651067.873396 nChanged 16 SP:Iteration 18Q (14829.303128 sec): 3 clusters Score: Raw -1652932.397276 + Penalty 1853.293278 = -1651079.103997 nChanged 18 SP:Iteration 19Q (14829.330815 sec): 3 clusters Score: Raw -1652941.815773 + Penalty 1853.293278 = -1651088.522495 nChanged 11 SP:Iteration 20F (14829.363063 sec): 3 clusters Score: Raw -1652951.006768 + Penalty 1853.293278 = -1651097.713490 nChanged 14 SP:Iteration 21Q (14829.391139 sec): 3 clusters Score: Raw -1652959.322404 + Penalty 1853.293278 = -1651106.029126 nChanged 10 SP:Iteration 22Q (14829.418862 sec): 3 clusters Score: Raw -1652962.974009 + Penalty 1853.293278 = -1651109.680731 nChanged 2 SP:Iteration 23Q (14829.447093 sec): 3 clusters Score: Raw -1652963.802297 + Penalty 1853.293278 = -1651110.509019 nChanged 3 SP:Iteration 24Q (14829.474872 sec): 3 clusters Score: Raw -1652965.418971 + Penalty 1853.293278 = -1651112.125693 nChanged 2 SP:Iteration 25Q (14829.502592 sec): 3 clusters Score: Raw -1652966.592137 + Penalty 1853.293278 = -1651113.298859 nChanged 2 SP:Iteration 26Q (14829.530250 sec): 3 clusters Score: Raw -1652967.248977 + Penalty 1853.293278 = -1651113.955698 nChanged 1 SP:Iteration 27Q (14829.558064 sec): 3 clusters Score: Raw -1652968.125069 + Penalty 1853.293278 = -1651114.831790 nChanged 1 SP:Iteration 28Q (14829.585721 sec): 3 clusters Score: Raw -1652968.415400 + Penalty 1853.293278 = -1651115.122121 nChanged 0 SP:Iteration 29F (14829.618008 sec): 3 clusters Score: Raw -1652968.415400 + Penalty 1853.293278 = -1651115.122121 nChanged 0 Trying to split cluster 29 (4808 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14829.635276 sec): 2 clusters Score: Raw -449984.818722 + Penalty 805.413465 = -449179.405257 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14829.654103 sec): 3 clusters Score: Raw -447404.868576 + Penalty 1610.826930 = -445794.041645 nChanged 1984 SP:Iteration 1F (14829.671153 sec): 3 clusters Score: Raw -448509.723119 + Penalty 1610.826930 = -446898.896188 nChanged 314 SP:Iteration 2F (14829.688012 sec): 3 clusters Score: Raw -448668.107101 + Penalty 1610.826930 = -447057.280170 nChanged 247 SP:Iteration 3F (14829.705019 sec): 3 clusters Score: Raw -448782.184503 + Penalty 1610.826930 = -447171.357572 nChanged 203 SP:Iteration 4Q (14829.722074 sec): 3 clusters Score: Raw -448880.334415 + Penalty 1610.826930 = -447269.507484 nChanged 201 SP:Iteration 5Q (14829.739112 sec): 3 clusters Score: Raw -448975.163436 + Penalty 1610.826930 = -447364.336505 nChanged 182 SP:Iteration 6Q (14829.755906 sec): 3 clusters Score: Raw -449062.359381 + Penalty 1610.826930 = -447451.532450 nChanged 170 SP:Iteration 7Q (14829.772873 sec): 3 clusters Score: Raw -449140.257414 + Penalty 1610.826930 = -447529.430483 nChanged 182 SP:Iteration 8Q (14829.789833 sec): 3 clusters Score: Raw -449231.032302 + Penalty 1610.826930 = -447620.205372 nChanged 166 SP:Iteration 9Q (14829.806726 sec): 3 clusters Score: Raw -449311.304978 + Penalty 1610.826930 = -447700.478047 nChanged 154 SP:Iteration 10Q (14829.823668 sec): 3 clusters Score: Raw -449405.184937 + Penalty 1610.826930 = -447794.358006 nChanged 176 SP:Iteration 11Q (14829.840508 sec): 3 clusters Score: Raw -449507.244203 + Penalty 1610.826930 = -447896.417272 nChanged 143 SP:Iteration 12Q (14829.857357 sec): 3 clusters Score: Raw -449578.593170 + Penalty 1610.826930 = -447967.766239 nChanged 120 SP:Iteration 13Q (14829.874116 sec): 3 clusters Score: Raw -449637.678920 + Penalty 1610.826930 = -448026.851990 nChanged 105 SP:Iteration 14Q (14829.890652 sec): 3 clusters Score: Raw -449682.000061 + Penalty 1610.826930 = -448071.173131 nChanged 70 SP:Iteration 15Q (14829.907170 sec): 3 clusters Score: Raw -449712.203907 + Penalty 1610.826930 = -448101.376977 nChanged 64 SP:Iteration 16Q (14829.923822 sec): 3 clusters Score: Raw -449744.318786 + Penalty 1610.826930 = -448133.491856 nChanged 54 SP:Iteration 17Q (14829.940270 sec): 3 clusters Score: Raw -449762.897009 + Penalty 1610.826930 = -448152.070078 nChanged 37 SP:Iteration 18Q (14829.956657 sec): 3 clusters Score: Raw -449774.882511 + Penalty 1610.826930 = -448164.055581 nChanged 38 SP:Iteration 19Q (14829.973254 sec): 3 clusters Score: Raw -449788.083652 + Penalty 1610.826930 = -448177.256722 nChanged 28 SP:Iteration 20F (14829.989947 sec): 3 clusters Score: Raw -449798.311118 + Penalty 1610.826930 = -448187.484187 nChanged 24 SP:Iteration 21Q (14830.006457 sec): 3 clusters Score: Raw -449809.059291 + Penalty 1610.826930 = -448198.232361 nChanged 26 SP:Iteration 22Q (14830.022983 sec): 3 clusters Score: Raw -449822.743792 + Penalty 1610.826930 = -448211.916861 nChanged 30 SP:Iteration 23Q (14830.039483 sec): 3 clusters Score: Raw -449833.119699 + Penalty 1610.826930 = -448222.292768 nChanged 26 SP:Iteration 24Q (14830.055744 sec): 3 clusters Score: Raw -449841.689528 + Penalty 1610.826930 = -448230.862598 nChanged 35 SP:Iteration 25Q (14830.072187 sec): 3 clusters Score: Raw -449856.697648 + Penalty 1610.826930 = -448245.870717 nChanged 31 SP:Iteration 26Q (14830.088410 sec): 3 clusters Score: Raw -449874.320910 + Penalty 1610.826930 = -448263.493980 nChanged 31 SP:Iteration 27Q (14830.104627 sec): 3 clusters Score: Raw -449887.208552 + Penalty 1610.826930 = -448276.381622 nChanged 21 SP:Iteration 28Q (14830.120939 sec): 3 clusters Score: Raw -449895.921412 + Penalty 1610.826930 = -448285.094482 nChanged 23 SP:Iteration 29Q (14830.137252 sec): 3 clusters Score: Raw -449905.728180 + Penalty 1610.826930 = -448294.901250 nChanged 24 SP:Iteration 30Q (14830.153492 sec): 3 clusters Score: Raw -449918.290666 + Penalty 1610.826930 = -448307.463735 nChanged 13 SP:Iteration 31Q (14830.169757 sec): 3 clusters Score: Raw -449925.281063 + Penalty 1610.826930 = -448314.454132 nChanged 18 SP:Iteration 32Q (14830.185986 sec): 3 clusters Score: Raw -449933.965948 + Penalty 1610.826930 = -448323.139018 nChanged 17 SP:Iteration 33Q (14830.202205 sec): 3 clusters Score: Raw -449939.907893 + Penalty 1610.826930 = -448329.080962 nChanged 8 SP:Iteration 34Q (14830.218422 sec): 3 clusters Score: Raw -449942.167305 + Penalty 1610.826930 = -448331.340374 nChanged 9 SP:Iteration 35Q (14830.234447 sec): 3 clusters Score: Raw -449946.024370 + Penalty 1610.826930 = -448335.197440 nChanged 12 SP:Iteration 36Q (14830.250417 sec): 3 clusters Score: Raw -449952.617021 + Penalty 1610.826930 = -448341.790091 nChanged 12 SP:Iteration 37Q (14830.266568 sec): 3 clusters Score: Raw -449956.888889 + Penalty 1610.826930 = -448346.061959 nChanged 11 SP:Iteration 38Q (14830.282514 sec): 3 clusters Score: Raw -449961.807386 + Penalty 1610.826930 = -448350.980455 nChanged 10 SP:Iteration 39Q (14830.298633 sec): 3 clusters Score: Raw -449965.309095 + Penalty 1610.826930 = -448354.482165 nChanged 6 SP:Iteration 40F (14830.315314 sec): 3 clusters Score: Raw -449967.092258 + Penalty 1610.826930 = -448356.265328 nChanged 6 SP:Iteration 41Q (14830.331266 sec): 3 clusters Score: Raw -449970.417421 + Penalty 1610.826930 = -448359.590490 nChanged 11 SP:Iteration 42Q (14830.347176 sec): 3 clusters Score: Raw -449975.650038 + Penalty 1610.826930 = -448364.823108 nChanged 16 SP:Iteration 43Q (14830.363292 sec): 3 clusters Score: Raw -449984.110009 + Penalty 1610.826930 = -448373.283079 nChanged 12 SP:Iteration 44Q (14830.379315 sec): 3 clusters Score: Raw -449991.035611 + Penalty 1610.826930 = -448380.208681 nChanged 11 SP:Iteration 45Q (14830.395367 sec): 3 clusters Score: Raw -449998.762852 + Penalty 1610.826930 = -448387.935922 nChanged 15 SP:Iteration 46Q (14830.411173 sec): 3 clusters Score: Raw -450009.188282 + Penalty 1610.826930 = -448398.361351 nChanged 14 SP:Iteration 47Q (14830.427153 sec): 3 clusters Score: Raw -450016.985626 + Penalty 1610.826930 = -448406.158695 nChanged 16 SP:Iteration 48Q (14830.443088 sec): 3 clusters Score: Raw -450026.339437 + Penalty 1610.826930 = -448415.512507 nChanged 12 SP:Iteration 49Q (14830.458869 sec): 3 clusters Score: Raw -450033.551145 + Penalty 1610.826930 = -448422.724215 nChanged 15 SP:Iteration 50Q (14830.474782 sec): 3 clusters Score: Raw -450041.620349 + Penalty 1610.826930 = -448430.793418 nChanged 11 SP:Iteration 51Q (14830.490537 sec): 3 clusters Score: Raw -450047.016017 + Penalty 1610.826930 = -448436.189087 nChanged 9 SP:Iteration 52Q (14830.506428 sec): 3 clusters Score: Raw -450051.251264 + Penalty 1610.826930 = -448440.424334 nChanged 18 SP:Iteration 53Q (14830.522302 sec): 3 clusters Score: Raw -450063.167561 + Penalty 1610.826930 = -448452.340631 nChanged 18 SP:Iteration 54Q (14830.538163 sec): 3 clusters Score: Raw -450074.595060 + Penalty 1610.826930 = -448463.768130 nChanged 16 SP:Iteration 55Q (14830.554023 sec): 3 clusters Score: Raw -450088.812974 + Penalty 1610.826930 = -448477.986043 nChanged 15 SP:Iteration 56Q (14830.569847 sec): 3 clusters Score: Raw -450101.489885 + Penalty 1610.826930 = -448490.662955 nChanged 14 SP:Iteration 57Q (14830.585650 sec): 3 clusters Score: Raw -450109.173529 + Penalty 1610.826930 = -448498.346599 nChanged 9 SP:Iteration 58Q (14830.601419 sec): 3 clusters Score: Raw -450114.349907 + Penalty 1610.826930 = -448503.522976 nChanged 8 SP:Iteration 59Q (14830.617220 sec): 3 clusters Score: Raw -450119.911768 + Penalty 1610.826930 = -448509.084837 nChanged 3 SP:Iteration 60F (14830.633876 sec): 3 clusters Score: Raw -450121.525978 + Penalty 1610.826930 = -448510.699047 nChanged 4 SP:Iteration 61Q (14830.649647 sec): 3 clusters Score: Raw -450123.831139 + Penalty 1610.826930 = -448513.004209 nChanged 2 SP:Iteration 62Q (14830.665397 sec): 3 clusters Score: Raw -450124.962911 + Penalty 1610.826930 = -448514.135981 nChanged 3 SP:Iteration 63Q (14830.681184 sec): 3 clusters Score: Raw -450125.767209 + Penalty 1610.826930 = -448514.940278 nChanged 2 SP:Iteration 64Q (14830.696739 sec): 3 clusters Score: Raw -450127.473003 + Penalty 1610.826930 = -448516.646072 nChanged 3 SP:Iteration 65Q (14830.712333 sec): 3 clusters Score: Raw -450129.584150 + Penalty 1610.826930 = -448518.757219 nChanged 3 SP:Iteration 66Q (14830.727878 sec): 3 clusters Score: Raw -450132.977990 + Penalty 1610.826930 = -448522.151060 nChanged 3 SP:Iteration 67Q (14830.743618 sec): 3 clusters Score: Raw -450135.166585 + Penalty 1610.826930 = -448524.339655 nChanged 5 SP:Iteration 68Q (14830.759325 sec): 3 clusters Score: Raw -450136.829016 + Penalty 1610.826930 = -448526.002085 nChanged 2 SP:Iteration 69Q (14830.775056 sec): 3 clusters Score: Raw -450138.624871 + Penalty 1610.826930 = -448527.797941 nChanged 3 SP:Iteration 70Q (14830.790734 sec): 3 clusters Score: Raw -450142.276195 + Penalty 1610.826930 = -448531.449264 nChanged 6 SP:Iteration 71Q (14830.806271 sec): 3 clusters Score: Raw -450148.940546 + Penalty 1610.826930 = -448538.113616 nChanged 5 SP:Iteration 72Q (14830.821957 sec): 3 clusters Score: Raw -450153.993977 + Penalty 1610.826930 = -448543.167047 nChanged 4 SP:Iteration 73Q (14830.837678 sec): 3 clusters Score: Raw -450156.833608 + Penalty 1610.826930 = -448546.006678 nChanged 0 SP:Iteration 74F (14830.854514 sec): 3 clusters Score: Raw -450156.833608 + Penalty 1610.826930 = -448546.006678 nChanged 0 Trying to split cluster 30 (3263 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14830.870969 sec): 2 clusters Score: Raw -295382.226103 + Penalty 768.588218 = -294613.637885 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14830.883669 sec): 3 clusters Score: Raw -293604.343795 + Penalty 1537.176436 = -292067.167358 nChanged 1350 SP:Iteration 1F (14830.895284 sec): 3 clusters Score: Raw -294440.559171 + Penalty 1537.176436 = -292903.382734 nChanged 273 SP:Iteration 2F (14830.906940 sec): 3 clusters Score: Raw -294644.541222 + Penalty 1537.176436 = -293107.364786 nChanged 240 SP:Iteration 3F (14830.918612 sec): 3 clusters Score: Raw -294813.884524 + Penalty 1537.176436 = -293276.708087 nChanged 189 SP:Iteration 4F (14830.930303 sec): 3 clusters Score: Raw -294965.590132 + Penalty 1537.176436 = -293428.413696 nChanged 146 SP:Iteration 5Q (14830.941998 sec): 3 clusters Score: Raw -295073.637518 + Penalty 1537.176436 = -293536.461082 nChanged 122 SP:Iteration 6Q (14830.953528 sec): 3 clusters Score: Raw -295178.875900 + Penalty 1537.176436 = -293641.699464 nChanged 99 SP:Iteration 7Q (14830.965111 sec): 3 clusters Score: Raw -295273.207665 + Penalty 1537.176436 = -293736.031228 nChanged 82 SP:Iteration 8Q (14830.976594 sec): 3 clusters Score: Raw -295354.406260 + Penalty 1537.176436 = -293817.229824 nChanged 52 SP:Iteration 9Q (14830.987870 sec): 3 clusters Score: Raw -295394.918468 + Penalty 1537.176436 = -293857.742032 nChanged 35 SP:Iteration 10Q (14830.999176 sec): 3 clusters Score: Raw -295433.697665 + Penalty 1537.176436 = -293896.521229 nChanged 32 SP:Iteration 11Q (14831.010271 sec): 3 clusters Score: Raw -295461.503243 + Penalty 1537.176436 = -293924.326807 nChanged 25 SP:Iteration 12Q (14831.021380 sec): 3 clusters Score: Raw -295477.748959 + Penalty 1537.176436 = -293940.572522 nChanged 16 SP:Iteration 13Q (14831.032547 sec): 3 clusters Score: Raw -295490.418214 + Penalty 1537.176436 = -293953.241777 nChanged 14 SP:Iteration 14Q (14831.043677 sec): 3 clusters Score: Raw -295500.913733 + Penalty 1537.176436 = -293963.737297 nChanged 9 SP:Iteration 15Q (14831.054822 sec): 3 clusters Score: Raw -295509.309503 + Penalty 1537.176436 = -293972.133066 nChanged 5 SP:Iteration 16Q (14831.065788 sec): 3 clusters Score: Raw -295513.185035 + Penalty 1537.176436 = -293976.008599 nChanged 3 SP:Iteration 17Q (14831.076856 sec): 3 clusters Score: Raw -295514.887107 + Penalty 1537.176436 = -293977.710670 nChanged 0 SP:Iteration 18F (14831.123489 sec): 3 clusters Score: Raw -295514.887107 + Penalty 1537.176436 = -293977.710670 nChanged 0 Trying to split cluster 31 (10307 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14831.152979 sec): 2 clusters Score: Raw -993980.961157 + Penalty 877.854963 = -993103.106194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14831.186275 sec): 3 clusters Score: Raw -987729.104128 + Penalty 1755.709925 = -985973.394202 nChanged 4658 SP:Iteration 1F (14831.210575 sec): 3 clusters Score: Raw -990295.373175 + Penalty 1755.709925 = -988539.663250 nChanged 586 SP:Iteration 2F (14831.234884 sec): 3 clusters Score: Raw -990534.278783 + Penalty 1755.709925 = -988778.568857 nChanged 555 SP:Iteration 3F (14831.259100 sec): 3 clusters Score: Raw -990796.455781 + Penalty 1755.709925 = -989040.745855 nChanged 588 SP:Iteration 4F (14831.283373 sec): 3 clusters Score: Raw -991107.802245 + Penalty 1755.709925 = -989352.092320 nChanged 603 SP:Iteration 5F (14831.307929 sec): 3 clusters Score: Raw -991498.136027 + Penalty 1755.709925 = -989742.426101 nChanged 641 SP:Iteration 6F (14831.332302 sec): 3 clusters Score: Raw -991938.933233 + Penalty 1755.709925 = -990183.223307 nChanged 587 SP:Iteration 7F (14831.356894 sec): 3 clusters Score: Raw -992371.417722 + Penalty 1755.709925 = -990615.707796 nChanged 494 SP:Iteration 8Q (14831.381349 sec): 3 clusters Score: Raw -992764.147824 + Penalty 1755.709925 = -991008.437898 nChanged 378 SP:Iteration 9Q (14831.405390 sec): 3 clusters Score: Raw -993038.135353 + Penalty 1755.709925 = -991282.425428 nChanged 297 SP:Iteration 10Q (14831.429173 sec): 3 clusters Score: Raw -993245.784077 + Penalty 1755.709925 = -991490.074152 nChanged 224 SP:Iteration 11Q (14831.452707 sec): 3 clusters Score: Raw -993395.582341 + Penalty 1755.709925 = -991639.872416 nChanged 180 SP:Iteration 12Q (14831.476044 sec): 3 clusters Score: Raw -993505.510327 + Penalty 1755.709925 = -991749.800402 nChanged 148 SP:Iteration 13Q (14831.499050 sec): 3 clusters Score: Raw -993588.033518 + Penalty 1755.709925 = -991832.323593 nChanged 110 SP:Iteration 14Q (14831.521899 sec): 3 clusters Score: Raw -993651.671249 + Penalty 1755.709925 = -991895.961324 nChanged 107 SP:Iteration 15Q (14831.544687 sec): 3 clusters Score: Raw -993712.706070 + Penalty 1755.709925 = -991956.996145 nChanged 105 SP:Iteration 16Q (14831.567319 sec): 3 clusters Score: Raw -993770.760624 + Penalty 1755.709925 = -992015.050699 nChanged 90 SP:Iteration 17Q (14831.589792 sec): 3 clusters Score: Raw -993814.735541 + Penalty 1755.709925 = -992059.025615 nChanged 88 SP:Iteration 18Q (14831.612244 sec): 3 clusters Score: Raw -993852.687459 + Penalty 1755.709925 = -992096.977533 nChanged 60 SP:Iteration 19Q (14831.634602 sec): 3 clusters Score: Raw -993880.600474 + Penalty 1755.709925 = -992124.890549 nChanged 62 SP:Iteration 20F (14831.658796 sec): 3 clusters Score: Raw -993910.854193 + Penalty 1755.709925 = -992155.144268 nChanged 56 SP:Iteration 21Q (14831.681054 sec): 3 clusters Score: Raw -993936.354142 + Penalty 1755.709925 = -992180.644216 nChanged 45 SP:Iteration 22Q (14831.703495 sec): 3 clusters Score: Raw -993957.182017 + Penalty 1755.709925 = -992201.472092 nChanged 43 SP:Iteration 23Q (14831.726031 sec): 3 clusters Score: Raw -993980.115757 + Penalty 1755.709925 = -992224.405831 nChanged 45 SP:Iteration 24Q (14831.748277 sec): 3 clusters Score: Raw -994004.675583 + Penalty 1755.709925 = -992248.965658 nChanged 46 SP:Iteration 25Q (14831.770684 sec): 3 clusters Score: Raw -994029.478021 + Penalty 1755.709925 = -992273.768096 nChanged 35 SP:Iteration 26Q (14831.792889 sec): 3 clusters Score: Raw -994051.234090 + Penalty 1755.709925 = -992295.524164 nChanged 35 SP:Iteration 27Q (14831.814961 sec): 3 clusters Score: Raw -994071.130607 + Penalty 1755.709925 = -992315.420682 nChanged 26 SP:Iteration 28Q (14831.837121 sec): 3 clusters Score: Raw -994084.774255 + Penalty 1755.709925 = -992329.064330 nChanged 29 SP:Iteration 29Q (14831.859311 sec): 3 clusters Score: Raw -994102.003619 + Penalty 1755.709925 = -992346.293693 nChanged 24 SP:Iteration 30Q (14831.881457 sec): 3 clusters Score: Raw -994112.455812 + Penalty 1755.709925 = -992356.745887 nChanged 10 SP:Iteration 31Q (14831.903785 sec): 3 clusters Score: Raw -994116.190852 + Penalty 1755.709925 = -992360.480927 nChanged 8 SP:Iteration 32Q (14831.925865 sec): 3 clusters Score: Raw -994119.459724 + Penalty 1755.709925 = -992363.749798 nChanged 5 SP:Iteration 33Q (14831.948207 sec): 3 clusters Score: Raw -994121.052616 + Penalty 1755.709925 = -992365.342691 nChanged 4 SP:Iteration 34Q (14831.970314 sec): 3 clusters Score: Raw -994123.604355 + Penalty 1755.709925 = -992367.894429 nChanged 4 SP:Iteration 35Q (14831.992616 sec): 3 clusters Score: Raw -994125.846586 + Penalty 1755.709925 = -992370.136661 nChanged 3 SP:Iteration 36Q (14832.014908 sec): 3 clusters Score: Raw -994126.556726 + Penalty 1755.709925 = -992370.846800 nChanged 2 SP:Iteration 37Q (14832.037209 sec): 3 clusters Score: Raw -994127.193023 + Penalty 1755.709925 = -992371.483098 nChanged 2 SP:Iteration 38Q (14832.059356 sec): 3 clusters Score: Raw -994128.071194 + Penalty 1755.709925 = -992372.361269 nChanged 2 SP:Iteration 39Q (14832.081455 sec): 3 clusters Score: Raw -994128.690248 + Penalty 1755.709925 = -992372.980323 nChanged 1 SP:Iteration 40F (14832.105825 sec): 3 clusters Score: Raw -994129.103239 + Penalty 1755.709925 = -992373.393314 nChanged 2 SP:Iteration 41Q (14832.127934 sec): 3 clusters Score: Raw -994129.531481 + Penalty 1755.709925 = -992373.821556 nChanged 2 SP:Iteration 42Q (14832.150050 sec): 3 clusters Score: Raw -994129.978848 + Penalty 1755.709925 = -992374.268923 nChanged 0 SP:Iteration 43F (14832.174341 sec): 3 clusters Score: Raw -994129.978848 + Penalty 1755.709925 = -992374.268923 nChanged 0 Trying to split cluster 32 (4130 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14832.191404 sec): 2 clusters Score: Raw -397307.233354 + Penalty 790.973105 = -396516.260248 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14832.207283 sec): 3 clusters Score: Raw -395038.538361 + Penalty 1581.946210 = -393456.592151 nChanged 1754 SP:Iteration 1F (14832.221886 sec): 3 clusters Score: Raw -396077.560970 + Penalty 1581.946210 = -394495.614759 nChanged 328 SP:Iteration 2F (14832.236652 sec): 3 clusters Score: Raw -396309.510649 + Penalty 1581.946210 = -394727.564439 nChanged 286 SP:Iteration 3F (14832.251308 sec): 3 clusters Score: Raw -396529.686660 + Penalty 1581.946210 = -394947.740449 nChanged 261 SP:Iteration 4F (14832.266091 sec): 3 clusters Score: Raw -396750.925254 + Penalty 1581.946210 = -395168.979043 nChanged 250 SP:Iteration 5F (14832.280874 sec): 3 clusters Score: Raw -396935.483449 + Penalty 1581.946210 = -395353.537238 nChanged 223 SP:Iteration 6F (14832.295513 sec): 3 clusters Score: Raw -397082.505602 + Penalty 1581.946210 = -395500.559392 nChanged 166 SP:Iteration 7Q (14832.310216 sec): 3 clusters Score: Raw -397183.338574 + Penalty 1581.946210 = -395601.392364 nChanged 133 SP:Iteration 8Q (14832.324868 sec): 3 clusters Score: Raw -397251.798342 + Penalty 1581.946210 = -395669.852132 nChanged 105 SP:Iteration 9Q (14832.339463 sec): 3 clusters Score: Raw -397298.533196 + Penalty 1581.946210 = -395716.586986 nChanged 76 SP:Iteration 10Q (14832.354076 sec): 3 clusters Score: Raw -397325.584609 + Penalty 1581.946210 = -395743.638399 nChanged 54 SP:Iteration 11Q (14832.368509 sec): 3 clusters Score: Raw -397341.171601 + Penalty 1581.946210 = -395759.225391 nChanged 27 SP:Iteration 12Q (14832.382939 sec): 3 clusters Score: Raw -397348.906474 + Penalty 1581.946210 = -395766.960264 nChanged 26 SP:Iteration 13Q (14832.397337 sec): 3 clusters Score: Raw -397354.355521 + Penalty 1581.946210 = -395772.409310 nChanged 17 SP:Iteration 14Q (14832.411935 sec): 3 clusters Score: Raw -397357.168275 + Penalty 1581.946210 = -395775.222064 nChanged 11 SP:Iteration 15Q (14832.426490 sec): 3 clusters Score: Raw -397358.718121 + Penalty 1581.946210 = -395776.771911 nChanged 6 SP:Iteration 16Q (14832.441077 sec): 3 clusters Score: Raw -397359.543463 + Penalty 1581.946210 = -395777.597253 nChanged 5 SP:Iteration 17Q (14832.455467 sec): 3 clusters Score: Raw -397360.561863 + Penalty 1581.946210 = -395778.615652 nChanged 9 SP:Iteration 18Q (14832.470056 sec): 3 clusters Score: Raw -397361.570360 + Penalty 1581.946210 = -395779.624150 nChanged 7 SP:Iteration 19Q (14832.484610 sec): 3 clusters Score: Raw -397362.076204 + Penalty 1581.946210 = -395780.129993 nChanged 5 SP:Iteration 20F (14832.499351 sec): 3 clusters Score: Raw -397362.550443 + Penalty 1581.946210 = -395780.604233 nChanged 5 SP:Iteration 21Q (14832.513936 sec): 3 clusters Score: Raw -397363.176087 + Penalty 1581.946210 = -395781.229876 nChanged 3 SP:Iteration 22Q (14832.528337 sec): 3 clusters Score: Raw -397363.536944 + Penalty 1581.946210 = -395781.590734 nChanged 2 SP:Iteration 23Q (14832.542893 sec): 3 clusters Score: Raw -397363.650904 + Penalty 1581.946210 = -395781.704694 nChanged 0 SP:Iteration 24F (14832.557487 sec): 3 clusters Score: Raw -397363.650904 + Penalty 1581.946210 = -395781.704694 nChanged 0 Trying to split cluster 33 (532 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14832.571694 sec): 2 clusters Score: Raw -41653.028326 + Penalty 596.281131 = -41056.747195 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14832.574417 sec): 3 clusters Score: Raw -41534.748320 + Penalty 1192.562263 = -40342.186057 nChanged 151 SP:Iteration 1F (14832.576849 sec): 3 clusters Score: Raw -41732.828978 + Penalty 1192.562263 = -40540.266715 nChanged 45 SP:Iteration 2F (14832.579276 sec): 3 clusters Score: Raw -41793.007972 + Penalty 1192.562263 = -40600.445709 nChanged 27 SP:Iteration 3F (14832.581695 sec): 3 clusters Score: Raw -41845.660949 + Penalty 1192.562263 = -40653.098686 nChanged 24 SP:Iteration 4Q (14832.584070 sec): 3 clusters Score: Raw -41938.752706 + Penalty 1192.562263 = -40746.190443 nChanged 18 SP:Iteration 5Q (14832.586432 sec): 3 clusters Score: Raw -42000.318666 + Penalty 1192.562263 = -40807.756403 nChanged 28 SP:Iteration 6F (14832.588832 sec): 3 clusters Score: Raw -42064.861211 + Penalty 1192.562263 = -40872.298948 nChanged 14 SP:Iteration 7Q (14832.591153 sec): 3 clusters Score: Raw -42086.015140 + Penalty 1192.562263 = -40893.452877 nChanged 15 SP:Iteration 8Q (14832.593493 sec): 3 clusters Score: Raw -42111.229765 + Penalty 1192.562263 = -40918.667502 nChanged 4 SP:Iteration 9Q (14832.595815 sec): 3 clusters Score: Raw -42115.560285 + Penalty 1192.562263 = -40922.998022 nChanged 1 SP:Iteration 10Q (14832.598164 sec): 3 clusters Score: Raw -42116.815538 + Penalty 1192.562263 = -40924.253275 nChanged 1 SP:Iteration 11Q (14832.600470 sec): 3 clusters Score: Raw -42118.784287 + Penalty 1192.562263 = -40926.222024 nChanged 2 SP:Iteration 12Q (14832.602792 sec): 3 clusters Score: Raw -42119.643325 + Penalty 1192.562263 = -40927.081062 nChanged 0 SP:Iteration 13F (14832.605187 sec): 3 clusters Score: Raw -42119.643325 + Penalty 1192.562263 = -40927.081062 nChanged 0 Trying to split cluster 34 (12723 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14832.630291 sec): 2 clusters Score: Raw -1196154.123099 + Penalty 897.860833 = -1195256.262266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14832.658550 sec): 3 clusters Score: Raw -1188410.841153 + Penalty 1795.721665 = -1186615.119488 nChanged 5776 SP:Iteration 1F (14832.685626 sec): 3 clusters Score: Raw -1191762.841822 + Penalty 1795.721665 = -1189967.120157 nChanged 767 SP:Iteration 2F (14832.713166 sec): 3 clusters Score: Raw -1192111.099977 + Penalty 1795.721665 = -1190315.378312 nChanged 707 SP:Iteration 3F (14832.740331 sec): 3 clusters Score: Raw -1192434.630008 + Penalty 1795.721665 = -1190638.908343 nChanged 687 SP:Iteration 4F (14832.767437 sec): 3 clusters Score: Raw -1192774.928438 + Penalty 1795.721665 = -1190979.206773 nChanged 689 SP:Iteration 5F (14832.794683 sec): 3 clusters Score: Raw -1193148.016268 + Penalty 1795.721665 = -1191352.294603 nChanged 707 SP:Iteration 6F (14832.821804 sec): 3 clusters Score: Raw -1193575.301049 + Penalty 1795.721665 = -1191779.579384 nChanged 666 SP:Iteration 7F (14832.848744 sec): 3 clusters Score: Raw -1193995.276434 + Penalty 1795.721665 = -1192199.554769 nChanged 621 SP:Iteration 8Q (14832.876334 sec): 3 clusters Score: Raw -1194382.695919 + Penalty 1795.721665 = -1192586.974254 nChanged 554 SP:Iteration 9Q (14832.903542 sec): 3 clusters Score: Raw -1194721.512033 + Penalty 1795.721665 = -1192925.790368 nChanged 448 SP:Iteration 10Q (14832.976945 sec): 3 clusters Score: Raw -1194997.698717 + Penalty 1795.721665 = -1193201.977052 nChanged 369 SP:Iteration 11Q (14833.004150 sec): 3 clusters Score: Raw -1195220.563868 + Penalty 1795.721665 = -1193424.842203 nChanged 317 SP:Iteration 12Q (14833.072378 sec): 3 clusters Score: Raw -1195424.857937 + Penalty 1795.721665 = -1193629.136272 nChanged 264 SP:Iteration 13Q (14833.093939 sec): 3 clusters Score: Raw -1195607.814732 + Penalty 1795.721665 = -1193812.093067 nChanged 229 SP:Iteration 14Q (14833.121634 sec): 3 clusters Score: Raw -1195756.844015 + Penalty 1795.721665 = -1193961.122350 nChanged 183 SP:Iteration 15Q (14833.147433 sec): 3 clusters Score: Raw -1195863.732139 + Penalty 1795.721665 = -1194068.010474 nChanged 162 SP:Iteration 16Q (14833.173189 sec): 3 clusters Score: Raw -1195960.342973 + Penalty 1795.721665 = -1194164.621308 nChanged 144 SP:Iteration 17Q (14833.198908 sec): 3 clusters Score: Raw -1196036.615102 + Penalty 1795.721665 = -1194240.893437 nChanged 123 SP:Iteration 18Q (14833.224132 sec): 3 clusters Score: Raw -1196117.397940 + Penalty 1795.721665 = -1194321.676275 nChanged 106 SP:Iteration 19Q (14833.249502 sec): 3 clusters Score: Raw -1196181.066073 + Penalty 1795.721665 = -1194385.344408 nChanged 83 SP:Iteration 20F (14833.276232 sec): 3 clusters Score: Raw -1196227.188613 + Penalty 1795.721665 = -1194431.466947 nChanged 56 SP:Iteration 21Q (14833.301021 sec): 3 clusters Score: Raw -1196257.674743 + Penalty 1795.721665 = -1194461.953078 nChanged 46 SP:Iteration 22Q (14833.325692 sec): 3 clusters Score: Raw -1196281.733421 + Penalty 1795.721665 = -1194486.011756 nChanged 50 SP:Iteration 23Q (14833.350272 sec): 3 clusters Score: Raw -1196312.314659 + Penalty 1795.721665 = -1194516.592994 nChanged 45 SP:Iteration 24Q (14833.374636 sec): 3 clusters Score: Raw -1196343.058758 + Penalty 1795.721665 = -1194547.337093 nChanged 38 SP:Iteration 25Q (14833.399095 sec): 3 clusters Score: Raw -1196368.003459 + Penalty 1795.721665 = -1194572.281794 nChanged 30 SP:Iteration 26Q (14833.423398 sec): 3 clusters Score: Raw -1196385.494520 + Penalty 1795.721665 = -1194589.772855 nChanged 25 SP:Iteration 27Q (14833.447640 sec): 3 clusters Score: Raw -1196395.718858 + Penalty 1795.721665 = -1194599.997193 nChanged 19 SP:Iteration 28Q (14833.471782 sec): 3 clusters Score: Raw -1196404.649656 + Penalty 1795.721665 = -1194608.927991 nChanged 19 SP:Iteration 29Q (14833.496175 sec): 3 clusters Score: Raw -1196415.308092 + Penalty 1795.721665 = -1194619.586427 nChanged 19 SP:Iteration 30Q (14833.520353 sec): 3 clusters Score: Raw -1196426.722147 + Penalty 1795.721665 = -1194631.000481 nChanged 16 SP:Iteration 31Q (14833.544516 sec): 3 clusters Score: Raw -1196435.211036 + Penalty 1795.721665 = -1194639.489371 nChanged 19 SP:Iteration 32Q (14833.568783 sec): 3 clusters Score: Raw -1196445.672189 + Penalty 1795.721665 = -1194649.950524 nChanged 18 SP:Iteration 33Q (14833.592501 sec): 3 clusters Score: Raw -1196461.460756 + Penalty 1795.721665 = -1194665.739091 nChanged 25 SP:Iteration 34Q (14833.616338 sec): 3 clusters Score: Raw -1196482.521524 + Penalty 1795.721665 = -1194686.799859 nChanged 16 SP:Iteration 35Q (14833.639985 sec): 3 clusters Score: Raw -1196492.046912 + Penalty 1795.721665 = -1194696.325247 nChanged 7 SP:Iteration 36Q (14833.663796 sec): 3 clusters Score: Raw -1196494.051063 + Penalty 1795.721665 = -1194698.329398 nChanged 5 SP:Iteration 37Q (14833.687511 sec): 3 clusters Score: Raw -1196495.577811 + Penalty 1795.721665 = -1194699.856145 nChanged 3 SP:Iteration 38Q (14833.711291 sec): 3 clusters Score: Raw -1196497.164003 + Penalty 1795.721665 = -1194701.442338 nChanged 2 SP:Iteration 39Q (14833.735159 sec): 3 clusters Score: Raw -1196497.465259 + Penalty 1795.721665 = -1194701.743594 nChanged 0 SP:Iteration 40F (14833.762117 sec): 3 clusters Score: Raw -1196497.465259 + Penalty 1795.721665 = -1194701.743594 nChanged 0 Trying to split cluster 35 (7346 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14833.781623 sec): 2 clusters Score: Raw -704399.310831 + Penalty 845.681567 = -703553.629265 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14833.803704 sec): 3 clusters Score: Raw -700144.613661 + Penalty 1691.363133 = -698453.250528 nChanged 3188 SP:Iteration 1F (14833.824841 sec): 3 clusters Score: Raw -701903.103400 + Penalty 1691.363133 = -700211.740267 nChanged 434 SP:Iteration 2F (14833.846215 sec): 3 clusters Score: Raw -702140.523500 + Penalty 1691.363133 = -700449.160367 nChanged 421 SP:Iteration 3F (14833.867320 sec): 3 clusters Score: Raw -702412.637267 + Penalty 1691.363133 = -700721.274134 nChanged 434 SP:Iteration 4F (14833.888085 sec): 3 clusters Score: Raw -702732.265447 + Penalty 1691.363133 = -701040.902314 nChanged 451 SP:Iteration 5F (14833.909158 sec): 3 clusters Score: Raw -703056.715247 + Penalty 1691.363133 = -701365.352114 nChanged 418 SP:Iteration 6F (14833.930302 sec): 3 clusters Score: Raw -703382.306530 + Penalty 1691.363133 = -701690.943397 nChanged 400 SP:Iteration 7F (14833.951385 sec): 3 clusters Score: Raw -703732.056724 + Penalty 1691.363133 = -702040.693591 nChanged 295 SP:Iteration 8Q (14833.971998 sec): 3 clusters Score: Raw -703974.052885 + Penalty 1691.363133 = -702282.689752 nChanged 198 SP:Iteration 9Q (14833.992317 sec): 3 clusters Score: Raw -704133.836847 + Penalty 1691.363133 = -702442.473714 nChanged 132 SP:Iteration 10Q (14834.012510 sec): 3 clusters Score: Raw -704257.099101 + Penalty 1691.363133 = -702565.735968 nChanged 87 SP:Iteration 11Q (14834.032397 sec): 3 clusters Score: Raw -704335.571476 + Penalty 1691.363133 = -702644.208343 nChanged 52 SP:Iteration 12Q (14834.051820 sec): 3 clusters Score: Raw -704392.959978 + Penalty 1691.363133 = -702701.596845 nChanged 37 SP:Iteration 13Q (14834.071244 sec): 3 clusters Score: Raw -704429.269238 + Penalty 1691.363133 = -702737.906105 nChanged 25 SP:Iteration 14Q (14834.090495 sec): 3 clusters Score: Raw -704453.305067 + Penalty 1691.363133 = -702761.941934 nChanged 15 SP:Iteration 15Q (14834.109964 sec): 3 clusters Score: Raw -704471.477950 + Penalty 1691.363133 = -702780.114817 nChanged 9 SP:Iteration 16Q (14834.129262 sec): 3 clusters Score: Raw -704480.747240 + Penalty 1691.363133 = -702789.384107 nChanged 10 SP:Iteration 17Q (14834.148647 sec): 3 clusters Score: Raw -704494.960673 + Penalty 1691.363133 = -702803.597540 nChanged 5 SP:Iteration 18Q (14834.167927 sec): 3 clusters Score: Raw -704502.063595 + Penalty 1691.363133 = -702810.700462 nChanged 4 SP:Iteration 19Q (14834.187352 sec): 3 clusters Score: Raw -704506.534213 + Penalty 1691.363133 = -702815.171080 nChanged 3 SP:Iteration 20F (14834.208438 sec): 3 clusters Score: Raw -704510.672123 + Penalty 1691.363133 = -702819.308990 nChanged 5 SP:Iteration 21Q (14834.227755 sec): 3 clusters Score: Raw -704516.180531 + Penalty 1691.363133 = -702824.817398 nChanged 4 SP:Iteration 22Q (14834.246983 sec): 3 clusters Score: Raw -704519.412871 + Penalty 1691.363133 = -702828.049738 nChanged 2 SP:Iteration 23Q (14834.266136 sec): 3 clusters Score: Raw -704521.177599 + Penalty 1691.363133 = -702829.814466 nChanged 1 SP:Iteration 24Q (14834.285426 sec): 3 clusters Score: Raw -704522.777956 + Penalty 1691.363133 = -702831.414823 nChanged 1 SP:Iteration 25Q (14834.304490 sec): 3 clusters Score: Raw -704523.079042 + Penalty 1691.363133 = -702831.715909 nChanged 0 SP:Iteration 26F (14834.325394 sec): 3 clusters Score: Raw -704523.079042 + Penalty 1691.363133 = -702831.715909 nChanged 0 Trying to split cluster 36 (5637 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14834.343585 sec): 2 clusters Score: Raw -503503.607411 + Penalty 820.525192 = -502683.082219 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14834.363953 sec): 3 clusters Score: Raw -500371.832488 + Penalty 1641.050385 = -498730.782103 nChanged 2457 SP:Iteration 1F (14834.383589 sec): 3 clusters Score: Raw -502002.287899 + Penalty 1641.050385 = -500361.237514 nChanged 388 SP:Iteration 2F (14834.403473 sec): 3 clusters Score: Raw -502214.483134 + Penalty 1641.050385 = -500573.432749 nChanged 305 SP:Iteration 3F (14834.423096 sec): 3 clusters Score: Raw -502386.764830 + Penalty 1641.050385 = -500745.714445 nChanged 273 SP:Iteration 4Q (14834.442980 sec): 3 clusters Score: Raw -502564.628654 + Penalty 1641.050385 = -500923.578269 nChanged 257 SP:Iteration 5Q (14834.462856 sec): 3 clusters Score: Raw -502726.141736 + Penalty 1641.050385 = -501085.091351 nChanged 220 SP:Iteration 6Q (14834.482770 sec): 3 clusters Score: Raw -502859.144609 + Penalty 1641.050385 = -501218.094224 nChanged 196 SP:Iteration 7Q (14834.502833 sec): 3 clusters Score: Raw -502992.644017 + Penalty 1641.050385 = -501351.593632 nChanged 190 SP:Iteration 8Q (14834.522405 sec): 3 clusters Score: Raw -503126.462052 + Penalty 1641.050385 = -501485.411667 nChanged 161 SP:Iteration 9Q (14834.542036 sec): 3 clusters Score: Raw -503242.462091 + Penalty 1641.050385 = -501601.411706 nChanged 133 SP:Iteration 10Q (14834.561318 sec): 3 clusters Score: Raw -503338.971713 + Penalty 1641.050385 = -501697.921328 nChanged 112 SP:Iteration 11Q (14834.580598 sec): 3 clusters Score: Raw -503420.476312 + Penalty 1641.050385 = -501779.425928 nChanged 105 SP:Iteration 12Q (14834.599940 sec): 3 clusters Score: Raw -503493.107694 + Penalty 1641.050385 = -501852.057309 nChanged 79 SP:Iteration 13Q (14834.619027 sec): 3 clusters Score: Raw -503543.318271 + Penalty 1641.050385 = -501902.267886 nChanged 58 SP:Iteration 14Q (14834.637985 sec): 3 clusters Score: Raw -503572.990239 + Penalty 1641.050385 = -501931.939854 nChanged 45 SP:Iteration 15Q (14834.656682 sec): 3 clusters Score: Raw -503597.911431 + Penalty 1641.050385 = -501956.861046 nChanged 35 SP:Iteration 16Q (14834.675528 sec): 3 clusters Score: Raw -503619.102163 + Penalty 1641.050385 = -501978.051779 nChanged 33 SP:Iteration 17Q (14834.694498 sec): 3 clusters Score: Raw -503637.061870 + Penalty 1641.050385 = -501996.011485 nChanged 27 SP:Iteration 18Q (14834.713528 sec): 3 clusters Score: Raw -503654.786611 + Penalty 1641.050385 = -502013.736226 nChanged 27 SP:Iteration 19Q (14834.732265 sec): 3 clusters Score: Raw -503673.611850 + Penalty 1641.050385 = -502032.561465 nChanged 24 SP:Iteration 20F (14834.751828 sec): 3 clusters Score: Raw -503685.797099 + Penalty 1641.050385 = -502044.746715 nChanged 16 SP:Iteration 21Q (14834.770449 sec): 3 clusters Score: Raw -503696.327421 + Penalty 1641.050385 = -502055.277037 nChanged 11 SP:Iteration 22Q (14834.789383 sec): 3 clusters Score: Raw -503702.737024 + Penalty 1641.050385 = -502061.686639 nChanged 7 SP:Iteration 23Q (14834.808052 sec): 3 clusters Score: Raw -503706.206283 + Penalty 1641.050385 = -502065.155899 nChanged 5 SP:Iteration 24Q (14834.826901 sec): 3 clusters Score: Raw -503709.430833 + Penalty 1641.050385 = -502068.380449 nChanged 3 SP:Iteration 25Q (14834.845486 sec): 3 clusters Score: Raw -503710.840886 + Penalty 1641.050385 = -502069.790502 nChanged 0 SP:Iteration 26F (14834.865041 sec): 3 clusters Score: Raw -503710.840886 + Penalty 1641.050385 = -502069.790502 nChanged 0 Trying to split cluster 37 (135730 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14835.010252 sec): 2 clusters Score: Raw -13002926.166858 + Penalty 1122.750175 = -13001803.416683 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14835.182671 sec): 3 clusters Score: Raw -12912663.565282 + Penalty 2245.500350 = -12910418.064931 nChanged 65960 SP:Iteration 1F (14835.352908 sec): 3 clusters Score: Raw -12952478.608857 + Penalty 2245.500350 = -12950233.108507 nChanged 6245 SP:Iteration 2Q (14835.535041 sec): 3 clusters Score: Raw -12954960.212888 + Penalty 2245.500350 = -12952714.712537 nChanged 7952 SP:Iteration 3F (14835.704564 sec): 3 clusters Score: Raw -12959171.169057 + Penalty 2245.500350 = -12956925.668706 nChanged 9993 SP:Iteration 4F (14835.873716 sec): 3 clusters Score: Raw -12966014.198208 + Penalty 2245.500350 = -12963768.697858 nChanged 11371 SP:Iteration 5F (14836.043792 sec): 3 clusters Score: Raw -12975268.706102 + Penalty 2245.500350 = -12973023.205752 nChanged 10692 SP:Iteration 6F (14836.212945 sec): 3 clusters Score: Raw -12984820.211586 + Penalty 2245.500350 = -12982574.711236 nChanged 8259 SP:Iteration 7F (14836.382467 sec): 3 clusters Score: Raw -12992313.557300 + Penalty 2245.500350 = -12990068.056949 nChanged 5384 SP:Iteration 8Q (14836.558636 sec): 3 clusters Score: Raw -12997043.247720 + Penalty 2245.500350 = -12994797.747370 nChanged 3322 SP:Iteration 9Q (14836.723282 sec): 3 clusters Score: Raw -12999872.645878 + Penalty 2245.500350 = -12997627.145527 nChanged 1906 SP:Iteration 10Q (14836.879053 sec): 3 clusters Score: Raw -13001423.269353 + Penalty 2245.500350 = -12999177.769002 nChanged 1088 SP:Iteration 11Q (14837.026164 sec): 3 clusters Score: Raw -13002221.778461 + Penalty 2245.500350 = -12999976.278111 nChanged 709 SP:Iteration 12Q (14837.169033 sec): 3 clusters Score: Raw -13002643.325650 + Penalty 2245.500350 = -13000397.825299 nChanged 499 SP:Iteration 13Q (14837.339717 sec): 3 clusters Score: Raw -13002897.746372 + Penalty 2245.500350 = -13000652.246022 nChanged 362 SP:Iteration 14Q (14837.479364 sec): 3 clusters Score: Raw -13003050.710371 + Penalty 2245.500350 = -13000805.210020 nChanged 272 SP:Iteration 15Q (14837.618279 sec): 3 clusters Score: Raw -13003151.619207 + Penalty 2245.500350 = -13000906.118856 nChanged 194 SP:Iteration 16Q (14837.756852 sec): 3 clusters Score: Raw -13003215.901488 + Penalty 2245.500350 = -13000970.401138 nChanged 155 SP:Iteration 17Q (14837.895036 sec): 3 clusters Score: Raw -13003267.686880 + Penalty 2245.500350 = -13001022.186529 nChanged 124 SP:Iteration 18Q (14838.033097 sec): 3 clusters Score: Raw -13003302.067913 + Penalty 2245.500350 = -13001056.567563 nChanged 88 SP:Iteration 19Q (14838.170956 sec): 3 clusters Score: Raw -13003323.867204 + Penalty 2245.500350 = -13001078.366853 nChanged 64 SP:Iteration 20F (14838.338148 sec): 3 clusters Score: Raw -13003337.976693 + Penalty 2245.500350 = -13001092.476343 nChanged 51 SP:Iteration 21Q (14838.475893 sec): 3 clusters Score: Raw -13003348.827174 + Penalty 2245.500350 = -13001103.326824 nChanged 39 SP:Iteration 22Q (14838.613581 sec): 3 clusters Score: Raw -13003354.436201 + Penalty 2245.500350 = -13001108.935850 nChanged 26 SP:Iteration 23Q (14838.751133 sec): 3 clusters Score: Raw -13003360.017235 + Penalty 2245.500350 = -13001114.516885 nChanged 34 SP:Iteration 24Q (14838.888602 sec): 3 clusters Score: Raw -13003367.482298 + Penalty 2245.500350 = -13001121.981947 nChanged 29 SP:Iteration 25Q (14839.026133 sec): 3 clusters Score: Raw -13003372.882607 + Penalty 2245.500350 = -13001127.382256 nChanged 28 SP:Iteration 26Q (14839.163507 sec): 3 clusters Score: Raw -13003378.174596 + Penalty 2245.500350 = -13001132.674245 nChanged 24 SP:Iteration 27Q (14839.301033 sec): 3 clusters Score: Raw -13003381.063220 + Penalty 2245.500350 = -13001135.562870 nChanged 17 SP:Iteration 28Q (14839.438178 sec): 3 clusters Score: Raw -13003382.741626 + Penalty 2245.500350 = -13001137.241276 nChanged 13 SP:Iteration 29Q (14839.577459 sec): 3 clusters Score: Raw -13003385.174289 + Penalty 2245.500350 = -13001139.673939 nChanged 18 SP:Iteration 30Q (14839.717094 sec): 3 clusters Score: Raw -13003389.144719 + Penalty 2245.500350 = -13001143.644369 nChanged 18 SP:Iteration 31Q (14839.854532 sec): 3 clusters Score: Raw -13003392.171057 + Penalty 2245.500350 = -13001146.670706 nChanged 11 SP:Iteration 32Q (14839.991778 sec): 3 clusters Score: Raw -13003393.647114 + Penalty 2245.500350 = -13001148.146763 nChanged 12 SP:Iteration 33Q (14840.129108 sec): 3 clusters Score: Raw -13003395.652254 + Penalty 2245.500350 = -13001150.151903 nChanged 10 SP:Iteration 34Q (14840.266447 sec): 3 clusters Score: Raw -13003396.975994 + Penalty 2245.500350 = -13001151.475644 nChanged 14 SP:Iteration 35Q (14840.403693 sec): 3 clusters Score: Raw -13003398.513466 + Penalty 2245.500350 = -13001153.013116 nChanged 10 SP:Iteration 36Q (14840.551082 sec): 3 clusters Score: Raw -13003400.039678 + Penalty 2245.500350 = -13001154.539328 nChanged 6 SP:Iteration 37Q (14840.688592 sec): 3 clusters Score: Raw -13003401.279742 + Penalty 2245.500350 = -13001155.779391 nChanged 6 SP:Iteration 38Q (14840.825948 sec): 3 clusters Score: Raw -13003402.357289 + Penalty 2245.500350 = -13001156.856938 nChanged 2 SP:Iteration 39Q (14840.963177 sec): 3 clusters Score: Raw -13003402.549555 + Penalty 2245.500350 = -13001157.049204 nChanged 2 SP:Iteration 40F (14841.130257 sec): 3 clusters Score: Raw -13003402.764301 + Penalty 2245.500350 = -13001157.263950 nChanged 5 SP:Iteration 41Q (14841.267567 sec): 3 clusters Score: Raw -13003403.632516 + Penalty 2245.500350 = -13001158.132166 nChanged 2 SP:Iteration 42Q (14841.404707 sec): 3 clusters Score: Raw -13003403.905044 + Penalty 2245.500350 = -13001158.404694 nChanged 1 SP:Iteration 43Q (14841.542092 sec): 3 clusters Score: Raw -13003404.172088 + Penalty 2245.500350 = -13001158.671737 nChanged 1 SP:Iteration 44Q (14841.679314 sec): 3 clusters Score: Raw -13003404.481931 + Penalty 2245.500350 = -13001158.981581 nChanged 2 SP:Iteration 45Q (14841.816545 sec): 3 clusters Score: Raw -13003404.768341 + Penalty 2245.500350 = -13001159.267991 nChanged 2 SP:Iteration 46Q (14841.953920 sec): 3 clusters Score: Raw -13003404.995279 + Penalty 2245.500350 = -13001159.494929 nChanged 1 SP:Iteration 47Q (14842.091769 sec): 3 clusters Score: Raw -13003405.158921 + Penalty 2245.500350 = -13001159.658570 nChanged 3 SP:Iteration 48Q (14842.229573 sec): 3 clusters Score: Raw -13003405.837783 + Penalty 2245.500350 = -13001160.337432 nChanged 6 SP:Iteration 49Q (14842.367457 sec): 3 clusters Score: Raw -13003406.696616 + Penalty 2245.500350 = -13001161.196265 nChanged 4 SP:Iteration 50Q (14842.504642 sec): 3 clusters Score: Raw -13003407.090247 + Penalty 2245.500350 = -13001161.589896 nChanged 3 SP:Iteration 51Q (14842.641805 sec): 3 clusters Score: Raw -13003407.543593 + Penalty 2245.500350 = -13001162.043243 nChanged 2 SP:Iteration 52Q (14842.779020 sec): 3 clusters Score: Raw -13003407.722151 + Penalty 2245.500350 = -13001162.221801 nChanged 0 SP:Iteration 53F (14842.946225 sec): 3 clusters Score: Raw -13003407.722151 + Penalty 2245.500350 = -13001162.221801 nChanged 0 Trying to split cluster 38 (289573 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (14843.183166 sec): 2 clusters Score: Raw -27624917.047726 + Penalty 1194.735457 = -27623722.312269 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (14843.540461 sec): 3 clusters Score: Raw -27429277.643228 + Penalty 2389.470914 = -27426888.172315 nChanged 142205 SP:Iteration 1F (14843.893193 sec): 3 clusters Score: Raw -27517562.529325 + Penalty 2389.470914 = -27515173.058412 nChanged 10322 SP:Iteration 2Q (14844.267958 sec): 3 clusters Score: Raw -27520591.877212 + Penalty 2389.470914 = -27518202.406299 nChanged 12322 SP:Iteration 3Q (14844.641755 sec): 3 clusters Score: Raw -27525092.430844 + Penalty 2389.470914 = -27522702.959931 nChanged 14643 SP:Iteration 4F (14844.993346 sec): 3 clusters Score: Raw -27531911.235579 + Penalty 2389.470914 = -27529521.764666 nChanged 17271 SP:Iteration 5F (14845.345330 sec): 3 clusters Score: Raw -27542018.563807 + Penalty 2389.470914 = -27539629.092894 nChanged 19241 SP:Iteration 6F (14845.696113 sec): 3 clusters Score: Raw -27555839.225807 + Penalty 2389.470914 = -27553449.754893 nChanged 19464 SP:Iteration 7F (14846.049164 sec): 3 clusters Score: Raw -27572464.578404 + Penalty 2389.470914 = -27570075.107491 nChanged 16508 SP:Iteration 8F (14846.402201 sec): 3 clusters Score: Raw -27587698.128338 + Penalty 2389.470914 = -27585308.657424 nChanged 11955 SP:Iteration 9Q (14846.758409 sec): 3 clusters Score: Raw -27597612.213899 + Penalty 2389.470914 = -27595222.742986 nChanged 8185 SP:Iteration 10Q (14847.097147 sec): 3 clusters Score: Raw -27602986.877416 + Penalty 2389.470914 = -27600597.406503 nChanged 5481 SP:Iteration 11Q (14847.427627 sec): 3 clusters Score: Raw -27606252.787259 + Penalty 2389.470914 = -27603863.316345 nChanged 4469 SP:Iteration 12Q (14847.752398 sec): 3 clusters Score: Raw -27608717.854097 + Penalty 2389.470914 = -27606328.383184 nChanged 3840 SP:Iteration 13Q (14848.073152 sec): 3 clusters Score: Raw -27610670.585509 + Penalty 2389.470914 = -27608281.114596 nChanged 3394 SP:Iteration 14Q (14848.389774 sec): 3 clusters Score: Raw -27612329.804553 + Penalty 2389.470914 = -27609940.333639 nChanged 2999 SP:Iteration 15Q (14848.703611 sec): 3 clusters Score: Raw -27613759.137629 + Penalty 2389.470914 = -27611369.666715 nChanged 2694 SP:Iteration 16Q (14849.013929 sec): 3 clusters Score: Raw -27614980.185097 + Penalty 2389.470914 = -27612590.714184 nChanged 2405 SP:Iteration 17Q (14849.321375 sec): 3 clusters Score: Raw -27616017.625921 + Penalty 2389.470914 = -27613628.155008 nChanged 2165 SP:Iteration 18Q (14849.626117 sec): 3 clusters Score: Raw -27616932.924441 + Penalty 2389.470914 = -27614543.453528 nChanged 1955 SP:Iteration 19Q (14849.937575 sec): 3 clusters Score: Raw -27617762.270852 + Penalty 2389.470914 = -27615372.799939 nChanged 1787 SP:Iteration 20F (14850.290497 sec): 3 clusters Score: Raw -27618494.702633 + Penalty 2389.470914 = -27616105.231720 nChanged 1661 SP:Iteration 21Q (14850.590990 sec): 3 clusters Score: Raw -27619178.313747 + Penalty 2389.470914 = -27616788.842834 nChanged 1555 SP:Iteration 22Q (14850.889156 sec): 3 clusters Score: Raw -27619819.551519 + Penalty 2389.470914 = -27617430.080605 nChanged 1457 SP:Iteration 23Q (14851.185722 sec): 3 clusters Score: Raw -27620442.099198 + Penalty 2389.470914 = -27618052.628284 nChanged 1384 SP:Iteration 24Q (14851.479498 sec): 3 clusters Score: Raw -27621063.947710 + Penalty 2389.470914 = -27618674.476796 nChanged 1287 SP:Iteration 25Q (14851.767917 sec): 3 clusters Score: Raw -27621673.606267 + Penalty 2389.470914 = -27619284.135353 nChanged 1182 SP:Iteration 26Q (14852.055087 sec): 3 clusters Score: Raw -27622237.755779 + Penalty 2389.470914 = -27619848.284865 nChanged 1062 SP:Iteration 27Q (14852.341398 sec): 3 clusters Score: Raw -27622746.320448 + Penalty 2389.470914 = -27620356.849535 nChanged 926 SP:Iteration 28Q (14852.627050 sec): 3 clusters Score: Raw -27623164.515315 + Penalty 2389.470914 = -27620775.044401 nChanged 814 SP:Iteration 29Q (14852.912231 sec): 3 clusters Score: Raw -27623553.660646 + Penalty 2389.470914 = -27621164.189733 nChanged 736 SP:Iteration 30Q (14853.196971 sec): 3 clusters Score: Raw -27623914.332028 + Penalty 2389.470914 = -27621524.861115 nChanged 600 SP:Iteration 31Q (14853.480341 sec): 3 clusters Score: Raw -27624217.159431 + Penalty 2389.470914 = -27621827.688517 nChanged 487 SP:Iteration 32Q (14853.764901 sec): 3 clusters Score: Raw -27624447.287167 + Penalty 2389.470914 = -27622057.816254 nChanged 369 SP:Iteration 33Q (14854.048943 sec): 3 clusters Score: Raw -27624630.995255 + Penalty 2389.470914 = -27622241.524342 nChanged 272 SP:Iteration 34Q (14854.332662 sec): 3 clusters Score: Raw -27624760.370980 + Penalty 2389.470914 = -27622370.900066 nChanged 222 SP:Iteration 35Q (14854.616234 sec): 3 clusters Score: Raw -27624862.706902 + Penalty 2389.470914 = -27622473.235989 nChanged 179 SP:Iteration 36Q (14854.899810 sec): 3 clusters Score: Raw -27624940.584747 + Penalty 2389.470914 = -27622551.113834 nChanged 141 SP:Iteration 37Q (14855.183124 sec): 3 clusters Score: Raw -27625011.874581 + Penalty 2389.470914 = -27622622.403668 nChanged 112 SP:Iteration 38Q (14855.466425 sec): 3 clusters Score: Raw -27625064.767334 + Penalty 2389.470914 = -27622675.296421 nChanged 80 SP:Iteration 39Q (14855.753650 sec): 3 clusters Score: Raw -27625096.401117 + Penalty 2389.470914 = -27622706.930203 nChanged 56 SP:Iteration 40F (14856.101021 sec): 3 clusters Score: Raw -27625116.337751 + Penalty 2389.470914 = -27622726.866837 nChanged 53 SP:Iteration 41Q (14856.384271 sec): 3 clusters Score: Raw -27625137.210998 + Penalty 2389.470914 = -27622747.740084 nChanged 46 SP:Iteration 42Q (14856.668339 sec): 3 clusters Score: Raw -27625152.804228 + Penalty 2389.470914 = -27622763.333315 nChanged 34 SP:Iteration 43Q (14856.951386 sec): 3 clusters Score: Raw -27625163.510802 + Penalty 2389.470914 = -27622774.039889 nChanged 25 SP:Iteration 44Q (14857.234445 sec): 3 clusters Score: Raw -27625172.264661 + Penalty 2389.470914 = -27622782.793747 nChanged 23 SP:Iteration 45Q (14857.517458 sec): 3 clusters Score: Raw -27625180.624108 + Penalty 2389.470914 = -27622791.153194 nChanged 23 SP:Iteration 46Q (14857.800471 sec): 3 clusters Score: Raw -27625189.756360 + Penalty 2389.470914 = -27622800.285447 nChanged 20 SP:Iteration 47Q (14858.083502 sec): 3 clusters Score: Raw -27625198.344998 + Penalty 2389.470914 = -27622808.874085 nChanged 15 SP:Iteration 48Q (14858.366394 sec): 3 clusters Score: Raw -27625204.072047 + Penalty 2389.470914 = -27622814.601134 nChanged 13 SP:Iteration 49Q (14858.649327 sec): 3 clusters Score: Raw -27625206.809018 + Penalty 2389.470914 = -27622817.338105 nChanged 6 SP:Iteration 50Q (14858.932101 sec): 3 clusters Score: Raw -27625208.911506 + Penalty 2389.470914 = -27622819.440592 nChanged 6 SP:Iteration 51Q (14859.215079 sec): 3 clusters Score: Raw -27625211.115699 + Penalty 2389.470914 = -27622821.644786 nChanged 5 SP:Iteration 52Q (14859.497947 sec): 3 clusters Score: Raw -27625212.481016 + Penalty 2389.470914 = -27622823.010103 nChanged 3 SP:Iteration 53Q (14859.782599 sec): 3 clusters Score: Raw -27625213.160296 + Penalty 2389.470914 = -27622823.689382 nChanged 6 SP:Iteration 54Q (14860.066947 sec): 3 clusters Score: Raw -27625215.232216 + Penalty 2389.470914 = -27622825.761302 nChanged 4 SP:Iteration 55Q (14860.349890 sec): 3 clusters Score: Raw -27625215.874143 + Penalty 2389.470914 = -27622826.403229 nChanged 2 SP:Iteration 56Q (14860.632617 sec): 3 clusters Score: Raw -27625216.446053 + Penalty 2389.470914 = -27622826.975140 nChanged 3 SP:Iteration 57Q (14860.915578 sec): 3 clusters Score: Raw -27625217.239161 + Penalty 2389.470914 = -27622827.768248 nChanged 3 SP:Iteration 58Q (14861.198470 sec): 3 clusters Score: Raw -27625218.061540 + Penalty 2389.470914 = -27622828.590626 nChanged 2 SP:Iteration 59Q (14861.481507 sec): 3 clusters Score: Raw -27625218.500581 + Penalty 2389.470914 = -27622829.029667 nChanged 2 SP:Iteration 60F (14861.829948 sec): 3 clusters Score: Raw -27625218.955292 + Penalty 2389.470914 = -27622829.484379 nChanged 0 Iteration 379Q (14870.506455 sec): 39 clusters Score: Raw -89558817.671411 + Penalty 49805.239891 = -89509012.431520 nChanged 78 Iteration 380F (14888.353609 sec): 39 clusters Score: Raw -89558818.958862 + Penalty 49805.239891 = -89509013.718971 nChanged 75 Iteration 381Q (14897.047150 sec): 39 clusters Score: Raw -89558819.786306 + Penalty 49805.239891 = -89509014.546415 nChanged 82 Iteration 382Q (14905.737182 sec): 39 clusters Score: Raw -89558821.304373 + Penalty 49805.239891 = -89509016.064482 nChanged 63 Iteration 383Q (14914.453554 sec): 39 clusters Score: Raw -89558822.392409 + Penalty 49805.239891 = -89509017.152518 nChanged 66 Iteration 384Q (14923.148937 sec): 39 clusters Score: Raw -89558823.699317 + Penalty 49805.239891 = -89509018.459426 nChanged 74 Iteration 385Q (14931.837266 sec): 39 clusters Score: Raw -89558825.294808 + Penalty 49805.239891 = -89509020.054917 nChanged 86 Iteration 386Q (14940.527296 sec): 39 clusters Score: Raw -89558826.442228 + Penalty 49805.239891 = -89509021.202337 nChanged 61 Iteration 387Q (14949.228520 sec): 39 clusters Score: Raw -89558827.191841 + Penalty 49805.239891 = -89509021.951950 nChanged 64 Iteration 388Q (14957.946600 sec): 39 clusters Score: Raw -89558828.030504 + Penalty 49805.239891 = -89509022.790613 nChanged 56 Iteration 389Q (14966.637714 sec): 39 clusters Score: Raw -89558829.078190 + Penalty 49805.239891 = -89509023.838299 nChanged 50 Iteration 390Q (14975.326644 sec): 39 clusters Score: Raw -89558830.041002 + Penalty 49805.239891 = -89509024.801111 nChanged 59 Iteration 391Q (14984.047898 sec): 39 clusters Score: Raw -89558831.026922 + Penalty 49805.239891 = -89509025.787031 nChanged 66 Iteration 392Q (14992.742628 sec): 39 clusters Score: Raw -89558832.368617 + Penalty 49805.239891 = -89509027.128726 nChanged 61 Iteration 393Q (15001.436809 sec): 39 clusters Score: Raw -89558833.783893 + Penalty 49805.239891 = -89509028.544002 nChanged 61 Iteration 394Q (15010.135496 sec): 39 clusters Score: Raw -89558834.758009 + Penalty 49805.239891 = -89509029.518118 nChanged 70 Iteration 395Q (15018.831836 sec): 39 clusters Score: Raw -89558835.879686 + Penalty 49805.239891 = -89509030.639795 nChanged 64 Iteration 396Q (15027.522269 sec): 39 clusters Score: Raw -89558836.952441 + Penalty 49805.239891 = -89509031.712550 nChanged 61 Iteration 397Q (15036.212468 sec): 39 clusters Score: Raw -89558838.082898 + Penalty 49805.239891 = -89509032.843007 nChanged 72 Iteration 398Q (15044.903468 sec): 39 clusters Score: Raw -89558839.515093 + Penalty 49805.239891 = -89509034.275202 nChanged 70 Iteration 399Q (15053.594918 sec): 39 clusters Score: Raw -89558840.846222 + Penalty 49805.239891 = -89509035.606331 nChanged 56 Iteration 400F (15071.433368 sec): 39 clusters Score: Raw -89558842.468588 + Penalty 49805.239891 = -89509037.228697 nChanged 64 Iteration 401Q (15080.131001 sec): 39 clusters Score: Raw -89558843.709002 + Penalty 49805.239891 = -89509038.469111 nChanged 59 Iteration 402Q (15088.825926 sec): 39 clusters Score: Raw -89558844.848018 + Penalty 49805.239891 = -89509039.608127 nChanged 69 Iteration 403Q (15097.517675 sec): 39 clusters Score: Raw -89558846.213485 + Penalty 49805.239891 = -89509040.973594 nChanged 76 Iteration 404Q (15106.207583 sec): 39 clusters Score: Raw -89558848.120292 + Penalty 49805.239891 = -89509042.880402 nChanged 70 Iteration 405Q (15114.896733 sec): 39 clusters Score: Raw -89558849.707886 + Penalty 49805.239891 = -89509044.467995 nChanged 68 Iteration 406Q (15123.607412 sec): 39 clusters Score: Raw -89558851.164309 + Penalty 49805.239891 = -89509045.924418 nChanged 75 Iteration 407Q (15132.298205 sec): 39 clusters Score: Raw -89558852.396876 + Penalty 49805.239891 = -89509047.156985 nChanged 54 Iteration 408Q (15141.014521 sec): 39 clusters Score: Raw -89558853.363981 + Penalty 49805.239891 = -89509048.124090 nChanged 49 Iteration 409Q (15149.723761 sec): 39 clusters Score: Raw -89558854.000238 + Penalty 49805.239891 = -89509048.760347 nChanged 61 Iteration 410Q (15158.406439 sec): 39 clusters Score: Raw -89558854.867259 + Penalty 49805.239891 = -89509049.627368 nChanged 63 Iteration 411Q (15167.092443 sec): 39 clusters Score: Raw -89558855.937150 + Penalty 49805.239891 = -89509050.697260 nChanged 54 Iteration 412Q (15175.789730 sec): 39 clusters Score: Raw -89558856.816855 + Penalty 49805.239891 = -89509051.576964 nChanged 54 Iteration 413Q (15184.499681 sec): 39 clusters Score: Raw -89558857.602813 + Penalty 49805.239891 = -89509052.362922 nChanged 40 Iteration 414Q (15193.189165 sec): 39 clusters Score: Raw -89558858.102927 + Penalty 49805.239891 = -89509052.863036 nChanged 32 Iteration 415Q (15201.877625 sec): 39 clusters Score: Raw -89558858.608715 + Penalty 49805.239891 = -89509053.368824 nChanged 35 Iteration 416Q (15210.588607 sec): 39 clusters Score: Raw -89558859.398972 + Penalty 49805.239891 = -89509054.159081 nChanged 37 Iteration 417Q (15219.278114 sec): 39 clusters Score: Raw -89558860.025024 + Penalty 49805.239891 = -89509054.785133 nChanged 40 Iteration 418Q (15227.968047 sec): 39 clusters Score: Raw -89558860.554231 + Penalty 49805.239891 = -89509055.314340 nChanged 36 Writing temp clu file Because OldScore, -89509054.785133, is greater than current (better) Score,-89509055.314340 Compute initial score before splitting: Score: Raw -89558860.554231 + Penalty 49805.239891 = -89509055.314340 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15228.164084 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15228.168606 sec): 3 clusters Score: Raw -102438.876183 + Penalty 1314.552092 = -101124.324091 nChanged 341 SP:Iteration 1F (15228.172726 sec): 3 clusters Score: Raw -102668.996118 + Penalty 1314.552092 = -101354.444026 nChanged 84 SP:Iteration 2F (15228.176840 sec): 3 clusters Score: Raw -102734.272687 + Penalty 1314.552092 = -101419.720595 nChanged 45 SP:Iteration 3Q (15228.180988 sec): 3 clusters Score: Raw -102774.733424 + Penalty 1314.552092 = -101460.181332 nChanged 34 SP:Iteration 4Q (15228.185128 sec): 3 clusters Score: Raw -102795.390410 + Penalty 1314.552092 = -101480.838318 nChanged 13 SP:Iteration 5Q (15228.189225 sec): 3 clusters Score: Raw -102806.507243 + Penalty 1314.552092 = -101491.955152 nChanged 15 SP:Iteration 6Q (15228.193342 sec): 3 clusters Score: Raw -102814.045826 + Penalty 1314.552092 = -101499.493734 nChanged 10 SP:Iteration 7Q (15228.197506 sec): 3 clusters Score: Raw -102823.895720 + Penalty 1314.552092 = -101509.343628 nChanged 11 SP:Iteration 8Q (15228.201551 sec): 3 clusters Score: Raw -102836.867900 + Penalty 1314.552092 = -101522.315809 nChanged 19 SP:Iteration 9Q (15228.205669 sec): 3 clusters Score: Raw -102850.377060 + Penalty 1314.552092 = -101535.824969 nChanged 9 SP:Iteration 10Q (15228.209768 sec): 3 clusters Score: Raw -102857.367540 + Penalty 1314.552092 = -101542.815448 nChanged 13 SP:Iteration 11Q (15228.213915 sec): 3 clusters Score: Raw -102865.137416 + Penalty 1314.552092 = -101550.585324 nChanged 10 SP:Iteration 12Q (15228.217988 sec): 3 clusters Score: Raw -102871.849778 + Penalty 1314.552092 = -101557.297686 nChanged 9 SP:Iteration 13Q (15228.222031 sec): 3 clusters Score: Raw -102878.944916 + Penalty 1314.552092 = -101564.392824 nChanged 8 SP:Iteration 14Q (15228.226136 sec): 3 clusters Score: Raw -102885.564617 + Penalty 1314.552092 = -101571.012525 nChanged 5 SP:Iteration 15Q (15228.230232 sec): 3 clusters Score: Raw -102890.715522 + Penalty 1314.552092 = -101576.163430 nChanged 8 SP:Iteration 16Q (15228.234300 sec): 3 clusters Score: Raw -102898.238372 + Penalty 1314.552092 = -101583.686280 nChanged 8 SP:Iteration 17Q (15228.238381 sec): 3 clusters Score: Raw -102902.860824 + Penalty 1314.552092 = -101588.308732 nChanged 6 SP:Iteration 18Q (15228.242437 sec): 3 clusters Score: Raw -102906.482672 + Penalty 1314.552092 = -101591.930581 nChanged 4 SP:Iteration 19Q (15228.246557 sec): 3 clusters Score: Raw -102908.523348 + Penalty 1314.552092 = -101593.971256 nChanged 3 SP:Iteration 20F (15228.250650 sec): 3 clusters Score: Raw -102909.482152 + Penalty 1314.552092 = -101594.930060 nChanged 3 SP:Iteration 21Q (15228.254706 sec): 3 clusters Score: Raw -102911.179724 + Penalty 1314.552092 = -101596.627632 nChanged 5 SP:Iteration 22Q (15228.258760 sec): 3 clusters Score: Raw -102913.538840 + Penalty 1314.552092 = -101598.986748 nChanged 4 SP:Iteration 23Q (15228.262831 sec): 3 clusters Score: Raw -102916.451013 + Penalty 1314.552092 = -101601.898921 nChanged 4 SP:Iteration 24Q (15228.266865 sec): 3 clusters Score: Raw -102919.342307 + Penalty 1314.552092 = -101604.790215 nChanged 4 SP:Iteration 25Q (15228.270924 sec): 3 clusters Score: Raw -102921.218988 + Penalty 1314.552092 = -101606.666896 nChanged 1 SP:Iteration 26Q (15228.274955 sec): 3 clusters Score: Raw -102921.630880 + Penalty 1314.552092 = -101607.078788 nChanged 0 SP:Iteration 27F (15228.279053 sec): 3 clusters Score: Raw -102921.630880 + Penalty 1314.552092 = -101607.078788 nChanged 0 Trying to split cluster 2 (699 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15228.293805 sec): 2 clusters Score: Raw -71114.417031 + Penalty 622.216821 = -70492.200211 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15228.297134 sec): 3 clusters Score: Raw -70874.566343 + Penalty 1244.433641 = -69630.132702 nChanged 208 SP:Iteration 1F (15228.300170 sec): 3 clusters Score: Raw -71052.532179 + Penalty 1244.433641 = -69808.098538 nChanged 58 SP:Iteration 2F (15228.303208 sec): 3 clusters Score: Raw -71110.086462 + Penalty 1244.433641 = -69865.652821 nChanged 21 SP:Iteration 3Q (15228.306188 sec): 3 clusters Score: Raw -71130.465091 + Penalty 1244.433641 = -69886.031450 nChanged 11 SP:Iteration 4Q (15228.309210 sec): 3 clusters Score: Raw -71138.456074 + Penalty 1244.433641 = -69894.022433 nChanged 4 SP:Iteration 5Q (15228.312245 sec): 3 clusters Score: Raw -71141.413865 + Penalty 1244.433641 = -69896.980224 nChanged 5 SP:Iteration 6Q (15228.315240 sec): 3 clusters Score: Raw -71144.153897 + Penalty 1244.433641 = -69899.720256 nChanged 4 SP:Iteration 7Q (15228.318227 sec): 3 clusters Score: Raw -71147.092205 + Penalty 1244.433641 = -69902.658564 nChanged 5 SP:Iteration 8Q (15228.321218 sec): 3 clusters Score: Raw -71150.040254 + Penalty 1244.433641 = -69905.606613 nChanged 5 SP:Iteration 9Q (15228.324200 sec): 3 clusters Score: Raw -71154.819988 + Penalty 1244.433641 = -69910.386347 nChanged 4 SP:Iteration 10Q (15228.327187 sec): 3 clusters Score: Raw -71158.841328 + Penalty 1244.433641 = -69914.407687 nChanged 9 SP:Iteration 11Q (15228.330174 sec): 3 clusters Score: Raw -71164.669823 + Penalty 1244.433641 = -69920.236182 nChanged 2 SP:Iteration 12Q (15228.333149 sec): 3 clusters Score: Raw -71165.880189 + Penalty 1244.433641 = -69921.446548 nChanged 1 SP:Iteration 13Q (15228.336118 sec): 3 clusters Score: Raw -71166.219663 + Penalty 1244.433641 = -69921.786022 nChanged 0 SP:Iteration 14F (15228.339103 sec): 3 clusters Score: Raw -71166.219663 + Penalty 1244.433641 = -69921.786022 nChanged 0 Trying to split cluster 3 (25425 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15228.376362 sec): 2 clusters Score: Raw -2244599.107280 + Penalty 963.631381 = -2243635.475899 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15228.420637 sec): 3 clusters Score: Raw -2228614.726456 + Penalty 1927.262762 = -2226687.463694 nChanged 11878 SP:Iteration 1F (15228.462121 sec): 3 clusters Score: Raw -2235728.370323 + Penalty 1927.262762 = -2233801.107561 nChanged 1785 SP:Iteration 2F (15228.503417 sec): 3 clusters Score: Raw -2236917.585227 + Penalty 1927.262762 = -2234990.322465 nChanged 2096 SP:Iteration 3F (15228.545170 sec): 3 clusters Score: Raw -2238652.316260 + Penalty 1927.262762 = -2236725.053498 nChanged 2138 SP:Iteration 4F (15228.598312 sec): 3 clusters Score: Raw -2240470.334971 + Penalty 1927.262762 = -2238543.072209 nChanged 2007 SP:Iteration 5F (15228.639088 sec): 3 clusters Score: Raw -2241919.341666 + Penalty 1927.262762 = -2239992.078904 nChanged 1493 SP:Iteration 6F (15228.680289 sec): 3 clusters Score: Raw -2242762.813463 + Penalty 1927.262762 = -2240835.550701 nChanged 1008 SP:Iteration 7Q (15228.721437 sec): 3 clusters Score: Raw -2243187.272659 + Penalty 1927.262762 = -2241260.009897 nChanged 683 SP:Iteration 8Q (15228.762631 sec): 3 clusters Score: Raw -2243391.946886 + Penalty 1927.262762 = -2241464.684124 nChanged 469 SP:Iteration 9Q (15228.803463 sec): 3 clusters Score: Raw -2243496.008322 + Penalty 1927.262762 = -2241568.745560 nChanged 339 SP:Iteration 10Q (15228.844413 sec): 3 clusters Score: Raw -2243558.487550 + Penalty 1927.262762 = -2241631.224788 nChanged 254 SP:Iteration 11Q (15228.885226 sec): 3 clusters Score: Raw -2243601.756959 + Penalty 1927.262762 = -2241674.494197 nChanged 204 SP:Iteration 12Q (15228.925986 sec): 3 clusters Score: Raw -2243635.177667 + Penalty 1927.262762 = -2241707.914905 nChanged 181 SP:Iteration 13Q (15228.966881 sec): 3 clusters Score: Raw -2243662.523698 + Penalty 1927.262762 = -2241735.260936 nChanged 143 SP:Iteration 14Q (15229.007344 sec): 3 clusters Score: Raw -2243683.680695 + Penalty 1927.262762 = -2241756.417933 nChanged 118 SP:Iteration 15Q (15229.048201 sec): 3 clusters Score: Raw -2243703.111953 + Penalty 1927.262762 = -2241775.849191 nChanged 133 SP:Iteration 16Q (15229.088748 sec): 3 clusters Score: Raw -2243732.187060 + Penalty 1927.262762 = -2241804.924298 nChanged 138 SP:Iteration 17Q (15229.130533 sec): 3 clusters Score: Raw -2243762.988290 + Penalty 1927.262762 = -2241835.725528 nChanged 146 SP:Iteration 18Q (15229.207757 sec): 3 clusters Score: Raw -2243792.553981 + Penalty 1927.262762 = -2241865.291219 nChanged 131 SP:Iteration 19Q (15229.250753 sec): 3 clusters Score: Raw -2243816.219599 + Penalty 1927.262762 = -2241888.956837 nChanged 119 SP:Iteration 20F (15229.292016 sec): 3 clusters Score: Raw -2243834.730612 + Penalty 1927.262762 = -2241907.467850 nChanged 121 SP:Iteration 21Q (15229.332766 sec): 3 clusters Score: Raw -2243850.655136 + Penalty 1927.262762 = -2241923.392374 nChanged 84 SP:Iteration 22Q (15229.373516 sec): 3 clusters Score: Raw -2243861.249287 + Penalty 1927.262762 = -2241933.986525 nChanged 85 SP:Iteration 23Q (15229.414250 sec): 3 clusters Score: Raw -2243871.611337 + Penalty 1927.262762 = -2241944.348575 nChanged 80 SP:Iteration 24Q (15229.454893 sec): 3 clusters Score: Raw -2243879.564131 + Penalty 1927.262762 = -2241952.301369 nChanged 79 SP:Iteration 25Q (15229.495795 sec): 3 clusters Score: Raw -2243889.499005 + Penalty 1927.262762 = -2241962.236243 nChanged 93 SP:Iteration 26Q (15229.536477 sec): 3 clusters Score: Raw -2243901.897025 + Penalty 1927.262762 = -2241974.634263 nChanged 107 SP:Iteration 27Q (15229.614055 sec): 3 clusters Score: Raw -2243920.687115 + Penalty 1927.262762 = -2241993.424353 nChanged 114 SP:Iteration 28Q (15229.653369 sec): 3 clusters Score: Raw -2243944.033224 + Penalty 1927.262762 = -2242016.770462 nChanged 141 SP:Iteration 29Q (15229.694009 sec): 3 clusters Score: Raw -2243978.468998 + Penalty 1927.262762 = -2242051.206236 nChanged 147 SP:Iteration 30Q (15229.735079 sec): 3 clusters Score: Raw -2244017.697574 + Penalty 1927.262762 = -2242090.434812 nChanged 157 SP:Iteration 31Q (15229.775516 sec): 3 clusters Score: Raw -2244064.121696 + Penalty 1927.262762 = -2242136.858934 nChanged 174 SP:Iteration 32Q (15229.816198 sec): 3 clusters Score: Raw -2244104.428420 + Penalty 1927.262762 = -2242177.165658 nChanged 182 SP:Iteration 33Q (15229.856837 sec): 3 clusters Score: Raw -2244147.508080 + Penalty 1927.262762 = -2242220.245318 nChanged 193 SP:Iteration 34Q (15229.897417 sec): 3 clusters Score: Raw -2244206.959985 + Penalty 1927.262762 = -2242279.697223 nChanged 263 SP:Iteration 35Q (15229.937934 sec): 3 clusters Score: Raw -2244282.112528 + Penalty 1927.262762 = -2242354.849766 nChanged 272 SP:Iteration 36Q (15229.978499 sec): 3 clusters Score: Raw -2244353.756856 + Penalty 1927.262762 = -2242426.494094 nChanged 260 SP:Iteration 37Q (15230.018940 sec): 3 clusters Score: Raw -2244414.296841 + Penalty 1927.262762 = -2242487.034079 nChanged 223 SP:Iteration 38Q (15230.059070 sec): 3 clusters Score: Raw -2244462.443909 + Penalty 1927.262762 = -2242535.181147 nChanged 233 SP:Iteration 39Q (15230.099162 sec): 3 clusters Score: Raw -2244513.558957 + Penalty 1927.262762 = -2242586.296195 nChanged 239 SP:Iteration 40F (15230.140641 sec): 3 clusters Score: Raw -2244561.496301 + Penalty 1927.262762 = -2242634.233539 nChanged 199 SP:Iteration 41Q (15230.180929 sec): 3 clusters Score: Raw -2244598.317293 + Penalty 1927.262762 = -2242671.054531 nChanged 200 SP:Iteration 42Q (15230.221131 sec): 3 clusters Score: Raw -2244643.606423 + Penalty 1927.262762 = -2242716.343661 nChanged 244 SP:Iteration 43Q (15230.260948 sec): 3 clusters Score: Raw -2244697.609014 + Penalty 1927.262762 = -2242770.346252 nChanged 224 SP:Iteration 44Q (15230.300626 sec): 3 clusters Score: Raw -2244741.487640 + Penalty 1927.262762 = -2242814.224878 nChanged 195 SP:Iteration 45Q (15230.340150 sec): 3 clusters Score: Raw -2244780.391286 + Penalty 1927.262762 = -2242853.128524 nChanged 200 SP:Iteration 46Q (15230.379370 sec): 3 clusters Score: Raw -2244819.611750 + Penalty 1927.262762 = -2242892.348988 nChanged 182 SP:Iteration 47Q (15230.418445 sec): 3 clusters Score: Raw -2244851.708634 + Penalty 1927.262762 = -2242924.445872 nChanged 164 SP:Iteration 48Q (15230.457418 sec): 3 clusters Score: Raw -2244879.273698 + Penalty 1927.262762 = -2242952.010936 nChanged 141 SP:Iteration 49Q (15230.496106 sec): 3 clusters Score: Raw -2244903.390992 + Penalty 1927.262762 = -2242976.128230 nChanged 139 SP:Iteration 50Q (15230.534672 sec): 3 clusters Score: Raw -2244927.056468 + Penalty 1927.262762 = -2242999.793706 nChanged 130 SP:Iteration 51Q (15230.572860 sec): 3 clusters Score: Raw -2244951.985736 + Penalty 1927.262762 = -2243024.722974 nChanged 125 SP:Iteration 52Q (15230.611077 sec): 3 clusters Score: Raw -2244974.372935 + Penalty 1927.262762 = -2243047.110173 nChanged 104 SP:Iteration 53Q (15230.649162 sec): 3 clusters Score: Raw -2244992.024910 + Penalty 1927.262762 = -2243064.762148 nChanged 102 SP:Iteration 54Q (15230.687217 sec): 3 clusters Score: Raw -2245008.321039 + Penalty 1927.262762 = -2243081.058277 nChanged 92 SP:Iteration 55Q (15230.725065 sec): 3 clusters Score: Raw -2245021.752520 + Penalty 1927.262762 = -2243094.489758 nChanged 93 SP:Iteration 56Q (15230.762842 sec): 3 clusters Score: Raw -2245036.625671 + Penalty 1927.262762 = -2243109.362909 nChanged 94 SP:Iteration 57Q (15230.800540 sec): 3 clusters Score: Raw -2245051.374664 + Penalty 1927.262762 = -2243124.111902 nChanged 94 SP:Iteration 58Q (15230.838265 sec): 3 clusters Score: Raw -2245067.228538 + Penalty 1927.262762 = -2243139.965776 nChanged 103 SP:Iteration 59Q (15230.875908 sec): 3 clusters Score: Raw -2245086.349846 + Penalty 1927.262762 = -2243159.087084 nChanged 122 SP:Iteration 60F (15230.917453 sec): 3 clusters Score: Raw -2245111.624773 + Penalty 1927.262762 = -2243184.362011 nChanged 126 SP:Iteration 61Q (15230.955491 sec): 3 clusters Score: Raw -2245140.120139 + Penalty 1927.262762 = -2243212.857377 nChanged 138 SP:Iteration 62Q (15230.993186 sec): 3 clusters Score: Raw -2245168.526599 + Penalty 1927.262762 = -2243241.263837 nChanged 125 SP:Iteration 63Q (15231.030851 sec): 3 clusters Score: Raw -2245192.272795 + Penalty 1927.262762 = -2243265.010033 nChanged 115 SP:Iteration 64Q (15231.068363 sec): 3 clusters Score: Raw -2245213.193978 + Penalty 1927.262762 = -2243285.931216 nChanged 104 SP:Iteration 65Q (15231.105822 sec): 3 clusters Score: Raw -2245231.271165 + Penalty 1927.262762 = -2243304.008403 nChanged 91 SP:Iteration 66Q (15231.143165 sec): 3 clusters Score: Raw -2245247.010769 + Penalty 1927.262762 = -2243319.748007 nChanged 91 SP:Iteration 67Q (15231.180382 sec): 3 clusters Score: Raw -2245261.916896 + Penalty 1927.262762 = -2243334.654134 nChanged 87 SP:Iteration 68Q (15231.217562 sec): 3 clusters Score: Raw -2245277.043446 + Penalty 1927.262762 = -2243349.780684 nChanged 85 SP:Iteration 69Q (15231.254559 sec): 3 clusters Score: Raw -2245291.675053 + Penalty 1927.262762 = -2243364.412291 nChanged 87 SP:Iteration 70Q (15231.291674 sec): 3 clusters Score: Raw -2245307.027226 + Penalty 1927.262762 = -2243379.764464 nChanged 87 SP:Iteration 71Q (15231.328820 sec): 3 clusters Score: Raw -2245324.969020 + Penalty 1927.262762 = -2243397.706258 nChanged 88 SP:Iteration 72Q (15231.365792 sec): 3 clusters Score: Raw -2245342.210725 + Penalty 1927.262762 = -2243414.947963 nChanged 77 SP:Iteration 73Q (15231.402626 sec): 3 clusters Score: Raw -2245356.263082 + Penalty 1927.262762 = -2243429.000320 nChanged 69 SP:Iteration 74Q (15231.439482 sec): 3 clusters Score: Raw -2245368.918310 + Penalty 1927.262762 = -2243441.655548 nChanged 77 SP:Iteration 75Q (15231.476143 sec): 3 clusters Score: Raw -2245383.828139 + Penalty 1927.262762 = -2243456.565377 nChanged 81 SP:Iteration 76Q (15231.512847 sec): 3 clusters Score: Raw -2245397.367417 + Penalty 1927.262762 = -2243470.104655 nChanged 68 SP:Iteration 77Q (15231.549363 sec): 3 clusters Score: Raw -2245408.163582 + Penalty 1927.262762 = -2243480.900820 nChanged 58 SP:Iteration 78Q (15231.585890 sec): 3 clusters Score: Raw -2245417.580585 + Penalty 1927.262762 = -2243490.317823 nChanged 62 SP:Iteration 79Q (15231.622395 sec): 3 clusters Score: Raw -2245427.554071 + Penalty 1927.262762 = -2243500.291309 nChanged 68 SP:Iteration 80F (15231.663865 sec): 3 clusters Score: Raw -2245441.275730 + Penalty 1927.262762 = -2243514.012969 nChanged 67 SP:Iteration 81Q (15231.700624 sec): 3 clusters Score: Raw -2245453.603281 + Penalty 1927.262762 = -2243526.340519 nChanged 64 SP:Iteration 82Q (15231.737190 sec): 3 clusters Score: Raw -2245463.694143 + Penalty 1927.262762 = -2243536.431381 nChanged 46 SP:Iteration 83Q (15231.773618 sec): 3 clusters Score: Raw -2245471.065801 + Penalty 1927.262762 = -2243543.803039 nChanged 51 SP:Iteration 84Q (15231.810049 sec): 3 clusters Score: Raw -2245479.625892 + Penalty 1927.262762 = -2243552.363130 nChanged 43 SP:Iteration 85Q (15231.846251 sec): 3 clusters Score: Raw -2245485.019487 + Penalty 1927.262762 = -2243557.756725 nChanged 28 SP:Iteration 86Q (15231.882644 sec): 3 clusters Score: Raw -2245488.044628 + Penalty 1927.262762 = -2243560.781866 nChanged 22 SP:Iteration 87Q (15231.918923 sec): 3 clusters Score: Raw -2245490.260467 + Penalty 1927.262762 = -2243562.997705 nChanged 13 SP:Iteration 88Q (15231.955260 sec): 3 clusters Score: Raw -2245491.250390 + Penalty 1927.262762 = -2243563.987628 nChanged 15 SP:Iteration 89Q (15231.991601 sec): 3 clusters Score: Raw -2245492.584115 + Penalty 1927.262762 = -2243565.321353 nChanged 16 SP:Iteration 90Q (15232.027829 sec): 3 clusters Score: Raw -2245493.837371 + Penalty 1927.262762 = -2243566.574609 nChanged 17 SP:Iteration 91Q (15232.064144 sec): 3 clusters Score: Raw -2245494.970652 + Penalty 1927.262762 = -2243567.707890 nChanged 7 SP:Iteration 92Q (15232.100509 sec): 3 clusters Score: Raw -2245495.663521 + Penalty 1927.262762 = -2243568.400759 nChanged 5 SP:Iteration 93Q (15232.136592 sec): 3 clusters Score: Raw -2245496.081893 + Penalty 1927.262762 = -2243568.819131 nChanged 9 SP:Iteration 94Q (15232.172835 sec): 3 clusters Score: Raw -2245496.692342 + Penalty 1927.262762 = -2243569.429580 nChanged 10 SP:Iteration 95Q (15232.209006 sec): 3 clusters Score: Raw -2245497.664337 + Penalty 1927.262762 = -2243570.401575 nChanged 14 SP:Iteration 96Q (15232.245157 sec): 3 clusters Score: Raw -2245499.460292 + Penalty 1927.262762 = -2243572.197530 nChanged 19 SP:Iteration 97Q (15232.281406 sec): 3 clusters Score: Raw -2245501.770044 + Penalty 1927.262762 = -2243574.507282 nChanged 18 SP:Iteration 98Q (15232.317534 sec): 3 clusters Score: Raw -2245504.714536 + Penalty 1927.262762 = -2243577.451774 nChanged 24 SP:Iteration 99Q (15232.353682 sec): 3 clusters Score: Raw -2245508.192599 + Penalty 1927.262762 = -2243580.929837 nChanged 21 SP:Iteration 100F (15232.395251 sec): 3 clusters Score: Raw -2245510.569729 + Penalty 1927.262762 = -2243583.306967 nChanged 19 SP:Iteration 101Q (15232.431494 sec): 3 clusters Score: Raw -2245512.387802 + Penalty 1927.262762 = -2243585.125040 nChanged 14 SP:Iteration 102Q (15232.467686 sec): 3 clusters Score: Raw -2245513.509740 + Penalty 1927.262762 = -2243586.246978 nChanged 9 SP:Iteration 103Q (15232.503828 sec): 3 clusters Score: Raw -2245514.349901 + Penalty 1927.262762 = -2243587.087139 nChanged 5 SP:Iteration 104Q (15232.539823 sec): 3 clusters Score: Raw -2245514.725062 + Penalty 1927.262762 = -2243587.462300 nChanged 6 SP:Iteration 105Q (15232.575954 sec): 3 clusters Score: Raw -2245515.153789 + Penalty 1927.262762 = -2243587.891027 nChanged 3 SP:Iteration 106Q (15232.612099 sec): 3 clusters Score: Raw -2245515.330808 + Penalty 1927.262762 = -2243588.068046 nChanged 1 SP:Iteration 107Q (15232.648124 sec): 3 clusters Score: Raw -2245515.382105 + Penalty 1927.262762 = -2243588.119343 nChanged 1 SP:Iteration 108Q (15232.684141 sec): 3 clusters Score: Raw -2245515.424880 + Penalty 1927.262762 = -2243588.162118 nChanged 0 SP:Iteration 109F (15232.725621 sec): 3 clusters Score: Raw -2245515.424880 + Penalty 1927.262762 = -2243588.162118 nChanged 0 Trying to split cluster 4 (9597 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15232.745771 sec): 2 clusters Score: Raw -908337.843655 + Penalty 871.074554 = -907466.769101 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15232.770790 sec): 3 clusters Score: Raw -902732.464244 + Penalty 1742.149107 = -900990.315137 nChanged 4269 SP:Iteration 1F (15232.795101 sec): 3 clusters Score: Raw -904948.440887 + Penalty 1742.149107 = -903206.291779 nChanged 482 SP:Iteration 2F (15232.819379 sec): 3 clusters Score: Raw -905105.535429 + Penalty 1742.149107 = -903363.386321 nChanged 411 SP:Iteration 3Q (15232.843413 sec): 3 clusters Score: Raw -905247.163683 + Penalty 1742.149107 = -903505.014575 nChanged 388 SP:Iteration 4Q (15232.867818 sec): 3 clusters Score: Raw -905393.144255 + Penalty 1742.149107 = -903650.995148 nChanged 378 SP:Iteration 5Q (15232.892231 sec): 3 clusters Score: Raw -905540.564539 + Penalty 1742.149107 = -903798.415431 nChanged 396 SP:Iteration 6Q (15232.916285 sec): 3 clusters Score: Raw -905732.754993 + Penalty 1742.149107 = -903990.605885 nChanged 465 SP:Iteration 7Q (15232.940593 sec): 3 clusters Score: Raw -905999.369371 + Penalty 1742.149107 = -904257.220263 nChanged 537 SP:Iteration 8F (15232.964767 sec): 3 clusters Score: Raw -906343.697245 + Penalty 1742.149107 = -904601.548138 nChanged 541 SP:Iteration 9F (15232.989247 sec): 3 clusters Score: Raw -906737.511064 + Penalty 1742.149107 = -904995.361956 nChanged 530 SP:Iteration 10F (15233.013493 sec): 3 clusters Score: Raw -907143.585741 + Penalty 1742.149107 = -905401.436634 nChanged 444 SP:Iteration 11Q (15233.037526 sec): 3 clusters Score: Raw -907501.330352 + Penalty 1742.149107 = -905759.181244 nChanged 331 SP:Iteration 12Q (15233.060973 sec): 3 clusters Score: Raw -907759.602729 + Penalty 1742.149107 = -906017.453622 nChanged 219 SP:Iteration 13Q (15233.084517 sec): 3 clusters Score: Raw -907922.644099 + Penalty 1742.149107 = -906180.494992 nChanged 170 SP:Iteration 14Q (15233.107548 sec): 3 clusters Score: Raw -908049.006708 + Penalty 1742.149107 = -906306.857600 nChanged 109 SP:Iteration 15Q (15233.130405 sec): 3 clusters Score: Raw -908136.644879 + Penalty 1742.149107 = -906394.495771 nChanged 95 SP:Iteration 16Q (15233.152910 sec): 3 clusters Score: Raw -908204.935042 + Penalty 1742.149107 = -906462.785935 nChanged 78 SP:Iteration 17Q (15233.175175 sec): 3 clusters Score: Raw -908256.150370 + Penalty 1742.149107 = -906514.001263 nChanged 72 SP:Iteration 18Q (15233.197379 sec): 3 clusters Score: Raw -908299.156716 + Penalty 1742.149107 = -906557.007609 nChanged 49 SP:Iteration 19Q (15233.219483 sec): 3 clusters Score: Raw -908317.207579 + Penalty 1742.149107 = -906575.058472 nChanged 32 SP:Iteration 20F (15233.243840 sec): 3 clusters Score: Raw -908330.338758 + Penalty 1742.149107 = -906588.189651 nChanged 28 SP:Iteration 21Q (15233.265998 sec): 3 clusters Score: Raw -908343.632864 + Penalty 1742.149107 = -906601.483757 nChanged 34 SP:Iteration 22Q (15233.288059 sec): 3 clusters Score: Raw -908360.471455 + Penalty 1742.149107 = -906618.322348 nChanged 28 SP:Iteration 23Q (15233.310042 sec): 3 clusters Score: Raw -908371.444174 + Penalty 1742.149107 = -906629.295067 nChanged 24 SP:Iteration 24Q (15233.332168 sec): 3 clusters Score: Raw -908383.536922 + Penalty 1742.149107 = -906641.387814 nChanged 37 SP:Iteration 25Q (15233.354331 sec): 3 clusters Score: Raw -908408.593315 + Penalty 1742.149107 = -906666.444208 nChanged 34 SP:Iteration 26Q (15233.376245 sec): 3 clusters Score: Raw -908426.722252 + Penalty 1742.149107 = -906684.573144 nChanged 28 SP:Iteration 27Q (15233.398186 sec): 3 clusters Score: Raw -908440.155535 + Penalty 1742.149107 = -906698.006427 nChanged 22 SP:Iteration 28Q (15233.419976 sec): 3 clusters Score: Raw -908448.688154 + Penalty 1742.149107 = -906706.539047 nChanged 19 SP:Iteration 29Q (15233.442028 sec): 3 clusters Score: Raw -908455.990683 + Penalty 1742.149107 = -906713.841576 nChanged 14 SP:Iteration 30Q (15233.464095 sec): 3 clusters Score: Raw -908461.560575 + Penalty 1742.149107 = -906719.411468 nChanged 11 SP:Iteration 31Q (15233.485899 sec): 3 clusters Score: Raw -908464.761008 + Penalty 1742.149107 = -906722.611901 nChanged 9 SP:Iteration 32Q (15233.507865 sec): 3 clusters Score: Raw -908468.279147 + Penalty 1742.149107 = -906726.130039 nChanged 11 SP:Iteration 33Q (15233.529678 sec): 3 clusters Score: Raw -908471.742953 + Penalty 1742.149107 = -906729.593845 nChanged 4 SP:Iteration 34Q (15233.551682 sec): 3 clusters Score: Raw -908472.583436 + Penalty 1742.149107 = -906730.434329 nChanged 2 SP:Iteration 35Q (15233.573499 sec): 3 clusters Score: Raw -908474.719035 + Penalty 1742.149107 = -906732.569928 nChanged 6 SP:Iteration 36Q (15233.595153 sec): 3 clusters Score: Raw -908477.955871 + Penalty 1742.149107 = -906735.806764 nChanged 6 SP:Iteration 37Q (15233.616933 sec): 3 clusters Score: Raw -908480.627394 + Penalty 1742.149107 = -906738.478286 nChanged 4 SP:Iteration 38Q (15233.638886 sec): 3 clusters Score: Raw -908482.048177 + Penalty 1742.149107 = -906739.899070 nChanged 3 SP:Iteration 39Q (15233.660737 sec): 3 clusters Score: Raw -908482.930511 + Penalty 1742.149107 = -906740.781404 nChanged 3 SP:Iteration 40F (15233.684943 sec): 3 clusters Score: Raw -908483.668053 + Penalty 1742.149107 = -906741.518946 nChanged 2 SP:Iteration 41Q (15233.706875 sec): 3 clusters Score: Raw -908484.100216 + Penalty 1742.149107 = -906741.951109 nChanged 1 SP:Iteration 42Q (15233.728889 sec): 3 clusters Score: Raw -908484.330836 + Penalty 1742.149107 = -906742.181728 nChanged 1 SP:Iteration 43Q (15233.750732 sec): 3 clusters Score: Raw -908484.530927 + Penalty 1742.149107 = -906742.381820 nChanged 0 SP:Iteration 44F (15233.775060 sec): 3 clusters Score: Raw -908484.530927 + Penalty 1742.149107 = -906742.381820 nChanged 0 Trying to split cluster 5 (47141 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15233.835021 sec): 2 clusters Score: Raw -4114201.212378 + Penalty 1022.285347 = -4113178.927031 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15233.905091 sec): 3 clusters Score: Raw -4083849.993633 + Penalty 2044.570694 = -4081805.422939 nChanged 22345 SP:Iteration 1F (15233.968791 sec): 3 clusters Score: Raw -4096801.225485 + Penalty 2044.570694 = -4094756.654791 nChanged 2248 SP:Iteration 2Q (15234.037977 sec): 3 clusters Score: Raw -4097603.571085 + Penalty 2044.570694 = -4095559.000391 nChanged 2416 SP:Iteration 3F (15234.101350 sec): 3 clusters Score: Raw -4098601.189773 + Penalty 2044.570694 = -4096556.619079 nChanged 2545 SP:Iteration 4F (15234.165093 sec): 3 clusters Score: Raw -4099716.596597 + Penalty 2044.570694 = -4097672.025903 nChanged 2586 SP:Iteration 5F (15234.228820 sec): 3 clusters Score: Raw -4100944.321056 + Penalty 2044.570694 = -4098899.750362 nChanged 2566 SP:Iteration 6F (15234.292301 sec): 3 clusters Score: Raw -4102135.659172 + Penalty 2044.570694 = -4100091.088478 nChanged 2414 SP:Iteration 7F (15234.356105 sec): 3 clusters Score: Raw -4103314.036580 + Penalty 2044.570694 = -4101269.465886 nChanged 2374 SP:Iteration 8F (15234.419652 sec): 3 clusters Score: Raw -4104528.476984 + Penalty 2044.570694 = -4102483.906290 nChanged 2180 SP:Iteration 9Q (15234.487401 sec): 3 clusters Score: Raw -4105773.303086 + Penalty 2044.570694 = -4103728.732392 nChanged 2107 SP:Iteration 10Q (15234.554356 sec): 3 clusters Score: Raw -4107147.532632 + Penalty 2044.570694 = -4105102.961938 nChanged 2002 SP:Iteration 11Q (15234.621094 sec): 3 clusters Score: Raw -4108708.313650 + Penalty 2044.570694 = -4106663.742956 nChanged 1871 SP:Iteration 12Q (15234.686931 sec): 3 clusters Score: Raw -4110266.568657 + Penalty 2044.570694 = -4108221.997963 nChanged 1574 SP:Iteration 13Q (15234.750785 sec): 3 clusters Score: Raw -4111558.871900 + Penalty 2044.570694 = -4109514.301206 nChanged 1214 SP:Iteration 14Q (15234.812708 sec): 3 clusters Score: Raw -4112570.926688 + Penalty 2044.570694 = -4110526.355994 nChanged 897 SP:Iteration 15Q (15234.872558 sec): 3 clusters Score: Raw -4113319.878558 + Penalty 2044.570694 = -4111275.307864 nChanged 702 SP:Iteration 16Q (15234.930631 sec): 3 clusters Score: Raw -4113889.632138 + Penalty 2044.570694 = -4111845.061444 nChanged 490 SP:Iteration 17Q (15234.986798 sec): 3 clusters Score: Raw -4114218.943452 + Penalty 2044.570694 = -4112174.372758 nChanged 392 SP:Iteration 18Q (15235.042044 sec): 3 clusters Score: Raw -4114449.253585 + Penalty 2044.570694 = -4112404.682891 nChanged 295 SP:Iteration 19Q (15235.096796 sec): 3 clusters Score: Raw -4114605.554611 + Penalty 2044.570694 = -4112560.983917 nChanged 233 SP:Iteration 20F (15235.160554 sec): 3 clusters Score: Raw -4114709.580679 + Penalty 2044.570694 = -4112665.009985 nChanged 188 SP:Iteration 21Q (15235.214199 sec): 3 clusters Score: Raw -4114786.525951 + Penalty 2044.570694 = -4112741.955257 nChanged 145 SP:Iteration 22Q (15235.268084 sec): 3 clusters Score: Raw -4114837.457000 + Penalty 2044.570694 = -4112792.886306 nChanged 114 SP:Iteration 23Q (15235.321951 sec): 3 clusters Score: Raw -4114879.827831 + Penalty 2044.570694 = -4112835.257137 nChanged 91 SP:Iteration 24Q (15235.375521 sec): 3 clusters Score: Raw -4114911.643797 + Penalty 2044.570694 = -4112867.073103 nChanged 73 SP:Iteration 25Q (15235.429267 sec): 3 clusters Score: Raw -4114929.038929 + Penalty 2044.570694 = -4112884.468235 nChanged 55 SP:Iteration 26Q (15235.482960 sec): 3 clusters Score: Raw -4114943.384608 + Penalty 2044.570694 = -4112898.813914 nChanged 54 SP:Iteration 27Q (15235.536402 sec): 3 clusters Score: Raw -4114956.933586 + Penalty 2044.570694 = -4112912.362892 nChanged 49 SP:Iteration 28Q (15235.589947 sec): 3 clusters Score: Raw -4114966.840116 + Penalty 2044.570694 = -4112922.269422 nChanged 37 SP:Iteration 29Q (15235.643169 sec): 3 clusters Score: Raw -4114974.542036 + Penalty 2044.570694 = -4112929.971342 nChanged 32 SP:Iteration 30Q (15235.696618 sec): 3 clusters Score: Raw -4114980.947764 + Penalty 2044.570694 = -4112936.377070 nChanged 24 SP:Iteration 31Q (15235.750142 sec): 3 clusters Score: Raw -4114984.760745 + Penalty 2044.570694 = -4112940.190051 nChanged 22 SP:Iteration 32Q (15235.803381 sec): 3 clusters Score: Raw -4114988.914729 + Penalty 2044.570694 = -4112944.344035 nChanged 21 SP:Iteration 33Q (15235.856603 sec): 3 clusters Score: Raw -4114992.274632 + Penalty 2044.570694 = -4112947.703938 nChanged 15 SP:Iteration 34Q (15235.909916 sec): 3 clusters Score: Raw -4114994.088339 + Penalty 2044.570694 = -4112949.517645 nChanged 10 SP:Iteration 35Q (15235.963277 sec): 3 clusters Score: Raw -4114995.372836 + Penalty 2044.570694 = -4112950.802142 nChanged 11 SP:Iteration 36Q (15236.016795 sec): 3 clusters Score: Raw -4114997.315801 + Penalty 2044.570694 = -4112952.745107 nChanged 9 SP:Iteration 37Q (15236.069809 sec): 3 clusters Score: Raw -4114998.761758 + Penalty 2044.570694 = -4112954.191064 nChanged 6 SP:Iteration 38Q (15236.123039 sec): 3 clusters Score: Raw -4114999.785495 + Penalty 2044.570694 = -4112955.214801 nChanged 9 SP:Iteration 39Q (15236.175806 sec): 3 clusters Score: Raw -4115001.585712 + Penalty 2044.570694 = -4112957.015018 nChanged 13 SP:Iteration 40F (15236.239671 sec): 3 clusters Score: Raw -4115004.022871 + Penalty 2044.570694 = -4112959.452177 nChanged 11 SP:Iteration 41Q (15236.291558 sec): 3 clusters Score: Raw -4115005.754517 + Penalty 2044.570694 = -4112961.183823 nChanged 10 SP:Iteration 42Q (15236.344498 sec): 3 clusters Score: Raw -4115006.772067 + Penalty 2044.570694 = -4112962.201373 nChanged 10 SP:Iteration 43Q (15236.396881 sec): 3 clusters Score: Raw -4115007.952777 + Penalty 2044.570694 = -4112963.382083 nChanged 10 SP:Iteration 44Q (15236.449664 sec): 3 clusters Score: Raw -4115009.512145 + Penalty 2044.570694 = -4112964.941451 nChanged 11 SP:Iteration 45Q (15236.502464 sec): 3 clusters Score: Raw -4115011.075322 + Penalty 2044.570694 = -4112966.504628 nChanged 11 SP:Iteration 46Q (15236.554991 sec): 3 clusters Score: Raw -4115012.646361 + Penalty 2044.570694 = -4112968.075667 nChanged 8 SP:Iteration 47Q (15236.607878 sec): 3 clusters Score: Raw -4115013.417226 + Penalty 2044.570694 = -4112968.846532 nChanged 5 SP:Iteration 48Q (15236.660327 sec): 3 clusters Score: Raw -4115013.876709 + Penalty 2044.570694 = -4112969.306015 nChanged 1 SP:Iteration 49Q (15236.713101 sec): 3 clusters Score: Raw -4115013.930942 + Penalty 2044.570694 = -4112969.360248 nChanged 1 SP:Iteration 50Q (15236.765940 sec): 3 clusters Score: Raw -4115014.067469 + Penalty 2044.570694 = -4112969.496775 nChanged 2 SP:Iteration 51Q (15236.818342 sec): 3 clusters Score: Raw -4115014.211243 + Penalty 2044.570694 = -4112969.640549 nChanged 1 SP:Iteration 52Q (15236.871209 sec): 3 clusters Score: Raw -4115014.245122 + Penalty 2044.570694 = -4112969.674428 nChanged 0 SP:Iteration 53F (15236.934786 sec): 3 clusters Score: Raw -4115014.245122 + Penalty 2044.570694 = -4112969.674428 nChanged 0 Trying to split cluster 6 (27382 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15236.963310 sec): 2 clusters Score: Raw -2587325.113894 + Penalty 970.675909 = -2586354.437985 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15237.010834 sec): 3 clusters Score: Raw -2570020.695324 + Penalty 1941.351817 = -2568079.343507 nChanged 12843 SP:Iteration 1F (15237.054333 sec): 3 clusters Score: Raw -2577476.967784 + Penalty 1941.351817 = -2575535.615967 nChanged 1391 SP:Iteration 2F (15237.098023 sec): 3 clusters Score: Raw -2578091.525204 + Penalty 1941.351817 = -2576150.173387 nChanged 1587 SP:Iteration 3F (15237.141750 sec): 3 clusters Score: Raw -2578967.823906 + Penalty 1941.351817 = -2577026.472089 nChanged 1860 SP:Iteration 4F (15237.185436 sec): 3 clusters Score: Raw -2580236.387402 + Penalty 1941.351817 = -2578295.035585 nChanged 1993 SP:Iteration 5F (15237.229438 sec): 3 clusters Score: Raw -2581761.354614 + Penalty 1941.351817 = -2579820.002797 nChanged 1847 SP:Iteration 6F (15237.273055 sec): 3 clusters Score: Raw -2583212.472346 + Penalty 1941.351817 = -2581271.120529 nChanged 1546 SP:Iteration 7F (15237.316684 sec): 3 clusters Score: Raw -2584288.969605 + Penalty 1941.351817 = -2582347.617788 nChanged 1164 SP:Iteration 8Q (15237.360877 sec): 3 clusters Score: Raw -2584962.000228 + Penalty 1941.351817 = -2583020.648411 nChanged 826 SP:Iteration 9Q (15237.403840 sec): 3 clusters Score: Raw -2585315.905568 + Penalty 1941.351817 = -2583374.553751 nChanged 574 SP:Iteration 10Q (15237.446489 sec): 3 clusters Score: Raw -2585511.529616 + Penalty 1941.351817 = -2583570.177799 nChanged 387 SP:Iteration 11Q (15237.489344 sec): 3 clusters Score: Raw -2585625.226809 + Penalty 1941.351817 = -2583683.874992 nChanged 322 SP:Iteration 12Q (15237.531366 sec): 3 clusters Score: Raw -2585714.605109 + Penalty 1941.351817 = -2583773.253292 nChanged 295 SP:Iteration 13Q (15237.573481 sec): 3 clusters Score: Raw -2585783.421817 + Penalty 1941.351817 = -2583842.070000 nChanged 252 SP:Iteration 14Q (15237.615364 sec): 3 clusters Score: Raw -2585844.348507 + Penalty 1941.351817 = -2583902.996690 nChanged 258 SP:Iteration 15Q (15237.657377 sec): 3 clusters Score: Raw -2585911.287430 + Penalty 1941.351817 = -2583969.935613 nChanged 277 SP:Iteration 16Q (15237.699237 sec): 3 clusters Score: Raw -2585980.387403 + Penalty 1941.351817 = -2584039.035586 nChanged 263 SP:Iteration 17Q (15237.740946 sec): 3 clusters Score: Raw -2586053.327217 + Penalty 1941.351817 = -2584111.975400 nChanged 278 SP:Iteration 18Q (15237.782730 sec): 3 clusters Score: Raw -2586147.793961 + Penalty 1941.351817 = -2584206.442144 nChanged 292 SP:Iteration 19Q (15237.824042 sec): 3 clusters Score: Raw -2586260.916868 + Penalty 1941.351817 = -2584319.565051 nChanged 318 SP:Iteration 20F (15237.892077 sec): 3 clusters Score: Raw -2586402.009673 + Penalty 1941.351817 = -2584460.657856 nChanged 342 SP:Iteration 21Q (15237.937432 sec): 3 clusters Score: Raw -2586576.407932 + Penalty 1941.351817 = -2584635.056114 nChanged 381 SP:Iteration 22Q (15237.977693 sec): 3 clusters Score: Raw -2586813.836360 + Penalty 1941.351817 = -2584872.484543 nChanged 413 SP:Iteration 23Q (15238.018468 sec): 3 clusters Score: Raw -2587114.564650 + Penalty 1941.351817 = -2585173.212833 nChanged 408 SP:Iteration 24Q (15238.058980 sec): 3 clusters Score: Raw -2587418.506665 + Penalty 1941.351817 = -2585477.154848 nChanged 384 SP:Iteration 25Q (15238.099006 sec): 3 clusters Score: Raw -2587661.426285 + Penalty 1941.351817 = -2585720.074468 nChanged 330 SP:Iteration 26Q (15238.138746 sec): 3 clusters Score: Raw -2587815.344052 + Penalty 1941.351817 = -2585873.992235 nChanged 261 SP:Iteration 27Q (15238.178207 sec): 3 clusters Score: Raw -2587915.936346 + Penalty 1941.351817 = -2585974.584529 nChanged 224 SP:Iteration 28Q (15238.217659 sec): 3 clusters Score: Raw -2587974.740477 + Penalty 1941.351817 = -2586033.388660 nChanged 152 SP:Iteration 29Q (15238.257017 sec): 3 clusters Score: Raw -2588007.099247 + Penalty 1941.351817 = -2586065.747430 nChanged 122 SP:Iteration 30Q (15238.296366 sec): 3 clusters Score: Raw -2588029.809758 + Penalty 1941.351817 = -2586088.457941 nChanged 97 SP:Iteration 31Q (15238.335485 sec): 3 clusters Score: Raw -2588042.767439 + Penalty 1941.351817 = -2586101.415622 nChanged 68 SP:Iteration 32Q (15238.411783 sec): 3 clusters Score: Raw -2588052.557653 + Penalty 1941.351817 = -2586111.205836 nChanged 53 SP:Iteration 33Q (15238.449962 sec): 3 clusters Score: Raw -2588057.690911 + Penalty 1941.351817 = -2586116.339094 nChanged 40 SP:Iteration 34Q (15238.489014 sec): 3 clusters Score: Raw -2588061.605018 + Penalty 1941.351817 = -2586120.253201 nChanged 31 SP:Iteration 35Q (15238.528060 sec): 3 clusters Score: Raw -2588064.170185 + Penalty 1941.351817 = -2586122.818368 nChanged 30 SP:Iteration 36Q (15238.567156 sec): 3 clusters Score: Raw -2588065.800744 + Penalty 1941.351817 = -2586124.448927 nChanged 15 SP:Iteration 37Q (15238.606389 sec): 3 clusters Score: Raw -2588066.789650 + Penalty 1941.351817 = -2586125.437833 nChanged 10 SP:Iteration 38Q (15238.645287 sec): 3 clusters Score: Raw -2588067.259067 + Penalty 1941.351817 = -2586125.907250 nChanged 10 SP:Iteration 39Q (15238.684495 sec): 3 clusters Score: Raw -2588067.630993 + Penalty 1941.351817 = -2586126.279176 nChanged 14 SP:Iteration 40F (15238.728164 sec): 3 clusters Score: Raw -2588068.961116 + Penalty 1941.351817 = -2586127.609299 nChanged 12 SP:Iteration 41Q (15238.767735 sec): 3 clusters Score: Raw -2588069.459630 + Penalty 1941.351817 = -2586128.107813 nChanged 8 SP:Iteration 42Q (15238.806895 sec): 3 clusters Score: Raw -2588069.745401 + Penalty 1941.351817 = -2586128.393584 nChanged 5 SP:Iteration 43Q (15238.846277 sec): 3 clusters Score: Raw -2588069.915600 + Penalty 1941.351817 = -2586128.563783 nChanged 7 SP:Iteration 44Q (15238.885492 sec): 3 clusters Score: Raw -2588070.084553 + Penalty 1941.351817 = -2586128.732736 nChanged 5 SP:Iteration 45Q (15238.924880 sec): 3 clusters Score: Raw -2588070.315672 + Penalty 1941.351817 = -2586128.963855 nChanged 6 SP:Iteration 46Q (15238.964060 sec): 3 clusters Score: Raw -2588070.514551 + Penalty 1941.351817 = -2586129.162734 nChanged 2 SP:Iteration 47Q (15239.003223 sec): 3 clusters Score: Raw -2588070.558651 + Penalty 1941.351817 = -2586129.206834 nChanged 4 SP:Iteration 48Q (15239.042473 sec): 3 clusters Score: Raw -2588070.755474 + Penalty 1941.351817 = -2586129.403657 nChanged 5 SP:Iteration 49Q (15239.081719 sec): 3 clusters Score: Raw -2588070.949992 + Penalty 1941.351817 = -2586129.598175 nChanged 6 SP:Iteration 50Q (15239.121205 sec): 3 clusters Score: Raw -2588071.228412 + Penalty 1941.351817 = -2586129.876595 nChanged 8 SP:Iteration 51Q (15239.160477 sec): 3 clusters Score: Raw -2588071.487007 + Penalty 1941.351817 = -2586130.135190 nChanged 0 SP:Iteration 52F (15239.204101 sec): 3 clusters Score: Raw -2588071.487007 + Penalty 1941.351817 = -2586130.135190 nChanged 0 Trying to split cluster 7 (83433 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15239.293834 sec): 2 clusters Score: Raw -7876797.611797 + Penalty 1076.520923 = -7875721.090874 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15239.405760 sec): 3 clusters Score: Raw -7822089.911424 + Penalty 2153.041847 = -7819936.869577 nChanged 40291 SP:Iteration 1F (15239.515984 sec): 3 clusters Score: Raw -7846868.373920 + Penalty 2153.041847 = -7844715.332073 nChanged 4131 SP:Iteration 2Q (15239.632122 sec): 3 clusters Score: Raw -7848544.630457 + Penalty 2153.041847 = -7846391.588610 nChanged 4720 SP:Iteration 3F (15239.742050 sec): 3 clusters Score: Raw -7850969.898269 + Penalty 2153.041847 = -7848816.856422 nChanged 5309 SP:Iteration 4F (15239.851604 sec): 3 clusters Score: Raw -7854510.945861 + Penalty 2153.041847 = -7852357.904014 nChanged 5775 SP:Iteration 5F (15239.961653 sec): 3 clusters Score: Raw -7859277.040077 + Penalty 2153.041847 = -7857123.998230 nChanged 5510 SP:Iteration 6F (15240.071929 sec): 3 clusters Score: Raw -7864304.099421 + Penalty 2153.041847 = -7862151.057574 nChanged 4495 SP:Iteration 7F (15240.181841 sec): 3 clusters Score: Raw -7868432.676223 + Penalty 2153.041847 = -7866279.634376 nChanged 3268 SP:Iteration 8Q (15240.291842 sec): 3 clusters Score: Raw -7871181.787930 + Penalty 2153.041847 = -7869028.746083 nChanged 2253 SP:Iteration 9Q (15240.396663 sec): 3 clusters Score: Raw -7872971.267773 + Penalty 2153.041847 = -7870818.225926 nChanged 1537 SP:Iteration 10Q (15240.498376 sec): 3 clusters Score: Raw -7874039.701208 + Penalty 2153.041847 = -7871886.659361 nChanged 1139 SP:Iteration 11Q (15240.598015 sec): 3 clusters Score: Raw -7874766.432373 + Penalty 2153.041847 = -7872613.390526 nChanged 925 SP:Iteration 12Q (15240.696062 sec): 3 clusters Score: Raw -7875329.490821 + Penalty 2153.041847 = -7873176.448975 nChanged 713 SP:Iteration 13Q (15240.792834 sec): 3 clusters Score: Raw -7875713.602079 + Penalty 2153.041847 = -7873560.560232 nChanged 600 SP:Iteration 14Q (15240.888549 sec): 3 clusters Score: Raw -7876008.374891 + Penalty 2153.041847 = -7873855.333045 nChanged 495 SP:Iteration 15Q (15240.983536 sec): 3 clusters Score: Raw -7876236.691244 + Penalty 2153.041847 = -7874083.649397 nChanged 419 SP:Iteration 16Q (15241.076556 sec): 3 clusters Score: Raw -7876423.530567 + Penalty 2153.041847 = -7874270.488721 nChanged 337 SP:Iteration 17Q (15241.169024 sec): 3 clusters Score: Raw -7876559.759732 + Penalty 2153.041847 = -7874406.717885 nChanged 269 SP:Iteration 18Q (15241.261046 sec): 3 clusters Score: Raw -7876668.000535 + Penalty 2153.041847 = -7874514.958688 nChanged 247 SP:Iteration 19Q (15241.352497 sec): 3 clusters Score: Raw -7876770.454428 + Penalty 2153.041847 = -7874617.412582 nChanged 182 SP:Iteration 20F (15241.460911 sec): 3 clusters Score: Raw -7876834.119040 + Penalty 2153.041847 = -7874681.077193 nChanged 126 SP:Iteration 21Q (15241.551841 sec): 3 clusters Score: Raw -7876871.157626 + Penalty 2153.041847 = -7874718.115780 nChanged 102 SP:Iteration 22Q (15241.642706 sec): 3 clusters Score: Raw -7876899.623781 + Penalty 2153.041847 = -7874746.581934 nChanged 70 SP:Iteration 23Q (15241.734135 sec): 3 clusters Score: Raw -7876917.571073 + Penalty 2153.041847 = -7874764.529227 nChanged 61 SP:Iteration 24Q (15241.824872 sec): 3 clusters Score: Raw -7876934.941328 + Penalty 2153.041847 = -7874781.899481 nChanged 54 SP:Iteration 25Q (15241.915489 sec): 3 clusters Score: Raw -7876948.167738 + Penalty 2153.041847 = -7874795.125891 nChanged 42 SP:Iteration 26Q (15242.006033 sec): 3 clusters Score: Raw -7876959.520431 + Penalty 2153.041847 = -7874806.478584 nChanged 42 SP:Iteration 27Q (15242.096309 sec): 3 clusters Score: Raw -7876969.902591 + Penalty 2153.041847 = -7874816.860745 nChanged 40 SP:Iteration 28Q (15242.186697 sec): 3 clusters Score: Raw -7876979.469693 + Penalty 2153.041847 = -7874826.427846 nChanged 32 SP:Iteration 29Q (15242.276999 sec): 3 clusters Score: Raw -7876987.353342 + Penalty 2153.041847 = -7874834.311496 nChanged 36 SP:Iteration 30Q (15242.367333 sec): 3 clusters Score: Raw -7876996.562460 + Penalty 2153.041847 = -7874843.520613 nChanged 26 SP:Iteration 31Q (15242.457652 sec): 3 clusters Score: Raw -7877005.547346 + Penalty 2153.041847 = -7874852.505499 nChanged 31 SP:Iteration 32Q (15242.547754 sec): 3 clusters Score: Raw -7877014.765426 + Penalty 2153.041847 = -7874861.723579 nChanged 24 SP:Iteration 33Q (15242.637871 sec): 3 clusters Score: Raw -7877024.026225 + Penalty 2153.041847 = -7874870.984378 nChanged 33 SP:Iteration 34Q (15242.728022 sec): 3 clusters Score: Raw -7877032.057833 + Penalty 2153.041847 = -7874879.015986 nChanged 21 SP:Iteration 35Q (15242.818128 sec): 3 clusters Score: Raw -7877036.628229 + Penalty 2153.041847 = -7874883.586383 nChanged 15 SP:Iteration 36Q (15242.908305 sec): 3 clusters Score: Raw -7877039.701644 + Penalty 2153.041847 = -7874886.659797 nChanged 12 SP:Iteration 37Q (15242.998352 sec): 3 clusters Score: Raw -7877042.993622 + Penalty 2153.041847 = -7874889.951775 nChanged 16 SP:Iteration 38Q (15243.088390 sec): 3 clusters Score: Raw -7877047.886208 + Penalty 2153.041847 = -7874894.844361 nChanged 21 SP:Iteration 39Q (15243.178448 sec): 3 clusters Score: Raw -7877055.174685 + Penalty 2153.041847 = -7874902.132838 nChanged 22 SP:Iteration 40F (15243.286832 sec): 3 clusters Score: Raw -7877061.979021 + Penalty 2153.041847 = -7874908.937175 nChanged 16 SP:Iteration 41Q (15243.376770 sec): 3 clusters Score: Raw -7877065.501031 + Penalty 2153.041847 = -7874912.459184 nChanged 15 SP:Iteration 42Q (15243.466755 sec): 3 clusters Score: Raw -7877070.537761 + Penalty 2153.041847 = -7874917.495914 nChanged 15 SP:Iteration 43Q (15243.556863 sec): 3 clusters Score: Raw -7877073.202340 + Penalty 2153.041847 = -7874920.160493 nChanged 10 SP:Iteration 44Q (15243.646819 sec): 3 clusters Score: Raw -7877076.010720 + Penalty 2153.041847 = -7874922.968873 nChanged 10 SP:Iteration 45Q (15243.736920 sec): 3 clusters Score: Raw -7877078.661977 + Penalty 2153.041847 = -7874925.620130 nChanged 10 SP:Iteration 46Q (15243.826829 sec): 3 clusters Score: Raw -7877081.948786 + Penalty 2153.041847 = -7874928.906939 nChanged 15 SP:Iteration 47Q (15243.916744 sec): 3 clusters Score: Raw -7877085.249802 + Penalty 2153.041847 = -7874932.207955 nChanged 6 SP:Iteration 48Q (15244.006800 sec): 3 clusters Score: Raw -7877086.213457 + Penalty 2153.041847 = -7874933.171610 nChanged 5 SP:Iteration 49Q (15244.096762 sec): 3 clusters Score: Raw -7877087.582139 + Penalty 2153.041847 = -7874934.540292 nChanged 2 SP:Iteration 50Q (15244.186901 sec): 3 clusters Score: Raw -7877088.030296 + Penalty 2153.041847 = -7874934.988449 nChanged 3 SP:Iteration 51Q (15244.276866 sec): 3 clusters Score: Raw -7877089.141515 + Penalty 2153.041847 = -7874936.099668 nChanged 6 SP:Iteration 52Q (15244.366787 sec): 3 clusters Score: Raw -7877091.114515 + Penalty 2153.041847 = -7874938.072668 nChanged 3 SP:Iteration 53Q (15244.456748 sec): 3 clusters Score: Raw -7877091.628893 + Penalty 2153.041847 = -7874938.587046 nChanged 4 SP:Iteration 54Q (15244.546672 sec): 3 clusters Score: Raw -7877092.262029 + Penalty 2153.041847 = -7874939.220183 nChanged 2 SP:Iteration 55Q (15244.636718 sec): 3 clusters Score: Raw -7877092.884346 + Penalty 2153.041847 = -7874939.842499 nChanged 1 SP:Iteration 56Q (15244.726568 sec): 3 clusters Score: Raw -7877093.326450 + Penalty 2153.041847 = -7874940.284603 nChanged 2 SP:Iteration 57Q (15244.816482 sec): 3 clusters Score: Raw -7877093.533609 + Penalty 2153.041847 = -7874940.491762 nChanged 1 SP:Iteration 58Q (15244.906428 sec): 3 clusters Score: Raw -7877093.660330 + Penalty 2153.041847 = -7874940.618483 nChanged 3 SP:Iteration 59Q (15244.996434 sec): 3 clusters Score: Raw -7877094.176378 + Penalty 2153.041847 = -7874941.134531 nChanged 2 SP:Iteration 60F (15245.105264 sec): 3 clusters Score: Raw -7877094.521699 + Penalty 2153.041847 = -7874941.479852 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15245.120728 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15245.146137 sec): 3 clusters Score: Raw -997521.008851 + Penalty 1758.890681 = -995762.118170 nChanged 4748 SP:Iteration 1F (15245.170736 sec): 3 clusters Score: Raw -1000184.168000 + Penalty 1758.890681 = -998425.277319 nChanged 592 SP:Iteration 2F (15245.194859 sec): 3 clusters Score: Raw -1000445.526093 + Penalty 1758.890681 = -998686.635412 nChanged 573 SP:Iteration 3F (15245.219587 sec): 3 clusters Score: Raw -1000711.630667 + Penalty 1758.890681 = -998952.739986 nChanged 537 SP:Iteration 4F (15245.244246 sec): 3 clusters Score: Raw -1000996.842655 + Penalty 1758.890681 = -999237.951974 nChanged 562 SP:Iteration 5F (15245.269126 sec): 3 clusters Score: Raw -1001350.277455 + Penalty 1758.890681 = -999591.386774 nChanged 616 SP:Iteration 6F (15245.293585 sec): 3 clusters Score: Raw -1001818.403710 + Penalty 1758.890681 = -1000059.513029 nChanged 642 SP:Iteration 7F (15245.318190 sec): 3 clusters Score: Raw -1002350.974883 + Penalty 1758.890681 = -1000592.084202 nChanged 566 SP:Iteration 8F (15245.342486 sec): 3 clusters Score: Raw -1002827.345344 + Penalty 1758.890681 = -1001068.454663 nChanged 456 SP:Iteration 9Q (15245.366941 sec): 3 clusters Score: Raw -1003226.891063 + Penalty 1758.890681 = -1001468.000382 nChanged 320 SP:Iteration 10Q (15245.390918 sec): 3 clusters Score: Raw -1003496.104925 + Penalty 1758.890681 = -1001737.214244 nChanged 187 SP:Iteration 11Q (15245.414495 sec): 3 clusters Score: Raw -1003673.442854 + Penalty 1758.890681 = -1001914.552174 nChanged 126 SP:Iteration 12Q (15245.438001 sec): 3 clusters Score: Raw -1003795.599849 + Penalty 1758.890681 = -1002036.709168 nChanged 73 SP:Iteration 13Q (15245.461013 sec): 3 clusters Score: Raw -1003866.242069 + Penalty 1758.890681 = -1002107.351388 nChanged 40 SP:Iteration 14Q (15245.483607 sec): 3 clusters Score: Raw -1003901.566054 + Penalty 1758.890681 = -1002142.675373 nChanged 32 SP:Iteration 15Q (15245.505979 sec): 3 clusters Score: Raw -1003927.390638 + Penalty 1758.890681 = -1002168.499957 nChanged 30 SP:Iteration 16Q (15245.528191 sec): 3 clusters Score: Raw -1003950.957045 + Penalty 1758.890681 = -1002192.066364 nChanged 18 SP:Iteration 17Q (15245.550474 sec): 3 clusters Score: Raw -1003965.759074 + Penalty 1758.890681 = -1002206.868393 nChanged 15 SP:Iteration 18Q (15245.572570 sec): 3 clusters Score: Raw -1003975.221102 + Penalty 1758.890681 = -1002216.330421 nChanged 6 SP:Iteration 19Q (15245.594747 sec): 3 clusters Score: Raw -1003977.637874 + Penalty 1758.890681 = -1002218.747193 nChanged 6 SP:Iteration 20F (15245.619180 sec): 3 clusters Score: Raw -1003984.761533 + Penalty 1758.890681 = -1002225.870852 nChanged 8 SP:Iteration 21Q (15245.641283 sec): 3 clusters Score: Raw -1003990.623383 + Penalty 1758.890681 = -1002231.732702 nChanged 6 SP:Iteration 22Q (15245.663319 sec): 3 clusters Score: Raw -1003993.154081 + Penalty 1758.890681 = -1002234.263400 nChanged 6 SP:Iteration 23Q (15245.685621 sec): 3 clusters Score: Raw -1003996.600486 + Penalty 1758.890681 = -1002237.709805 nChanged 4 SP:Iteration 24Q (15245.707579 sec): 3 clusters Score: Raw -1003998.819887 + Penalty 1758.890681 = -1002239.929207 nChanged 3 SP:Iteration 25Q (15245.729561 sec): 3 clusters Score: Raw -1003999.678571 + Penalty 1758.890681 = -1002240.787890 nChanged 1 SP:Iteration 26Q (15245.751687 sec): 3 clusters Score: Raw -1003999.939774 + Penalty 1758.890681 = -1002241.049093 nChanged 0 SP:Iteration 27F (15245.776160 sec): 3 clusters Score: Raw -1003999.939774 + Penalty 1758.890681 = -1002241.049093 nChanged 0 Trying to split cluster 9 (16260 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15245.804685 sec): 2 clusters Score: Raw -1474398.129495 + Penalty 921.164021 = -1473476.965473 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15245.837886 sec): 3 clusters Score: Raw -1464394.061855 + Penalty 1842.328043 = -1462551.733812 nChanged 7530 SP:Iteration 1F (15245.869275 sec): 3 clusters Score: Raw -1468665.426089 + Penalty 1842.328043 = -1466823.098047 nChanged 925 SP:Iteration 2F (15245.900966 sec): 3 clusters Score: Raw -1469179.121417 + Penalty 1842.328043 = -1467336.793374 nChanged 1125 SP:Iteration 3F (15245.932505 sec): 3 clusters Score: Raw -1469924.085077 + Penalty 1842.328043 = -1468081.757034 nChanged 1241 SP:Iteration 4F (15245.963948 sec): 3 clusters Score: Raw -1470797.029973 + Penalty 1842.328043 = -1468954.701930 nChanged 1186 SP:Iteration 5F (15245.995430 sec): 3 clusters Score: Raw -1471683.597291 + Penalty 1842.328043 = -1469841.269249 nChanged 1118 SP:Iteration 6F (15246.026898 sec): 3 clusters Score: Raw -1472490.162167 + Penalty 1842.328043 = -1470647.834124 nChanged 887 SP:Iteration 7F (15246.058209 sec): 3 clusters Score: Raw -1473166.235110 + Penalty 1842.328043 = -1471323.907068 nChanged 675 SP:Iteration 8Q (15246.089645 sec): 3 clusters Score: Raw -1473692.156239 + Penalty 1842.328043 = -1471849.828196 nChanged 528 SP:Iteration 9Q (15246.120572 sec): 3 clusters Score: Raw -1474063.801306 + Penalty 1842.328043 = -1472221.473263 nChanged 409 SP:Iteration 10Q (15246.151303 sec): 3 clusters Score: Raw -1474296.891015 + Penalty 1842.328043 = -1472454.562972 nChanged 290 SP:Iteration 11Q (15246.181656 sec): 3 clusters Score: Raw -1474447.706885 + Penalty 1842.328043 = -1472605.378842 nChanged 256 SP:Iteration 12Q (15246.211266 sec): 3 clusters Score: Raw -1474572.100722 + Penalty 1842.328043 = -1472729.772679 nChanged 224 SP:Iteration 13Q (15246.240655 sec): 3 clusters Score: Raw -1474668.371819 + Penalty 1842.328043 = -1472826.043776 nChanged 176 SP:Iteration 14Q (15246.269574 sec): 3 clusters Score: Raw -1474736.270408 + Penalty 1842.328043 = -1472893.942365 nChanged 141 SP:Iteration 15Q (15246.298522 sec): 3 clusters Score: Raw -1474788.975949 + Penalty 1842.328043 = -1472946.647906 nChanged 126 SP:Iteration 16Q (15246.327260 sec): 3 clusters Score: Raw -1474832.209359 + Penalty 1842.328043 = -1472989.881316 nChanged 109 SP:Iteration 17Q (15246.355665 sec): 3 clusters Score: Raw -1474871.005973 + Penalty 1842.328043 = -1473028.677931 nChanged 84 SP:Iteration 18Q (15246.384237 sec): 3 clusters Score: Raw -1474900.838656 + Penalty 1842.328043 = -1473058.510613 nChanged 73 SP:Iteration 19Q (15246.412411 sec): 3 clusters Score: Raw -1474925.713411 + Penalty 1842.328043 = -1473083.385368 nChanged 62 SP:Iteration 20F (15246.443889 sec): 3 clusters Score: Raw -1474942.724108 + Penalty 1842.328043 = -1473100.396065 nChanged 54 SP:Iteration 21Q (15246.472216 sec): 3 clusters Score: Raw -1474959.706624 + Penalty 1842.328043 = -1473117.378581 nChanged 52 SP:Iteration 22Q (15246.500332 sec): 3 clusters Score: Raw -1474972.799779 + Penalty 1842.328043 = -1473130.471736 nChanged 48 SP:Iteration 23Q (15246.528294 sec): 3 clusters Score: Raw -1474984.667968 + Penalty 1842.328043 = -1473142.339925 nChanged 37 SP:Iteration 24Q (15246.556403 sec): 3 clusters Score: Raw -1474995.900252 + Penalty 1842.328043 = -1473153.572209 nChanged 31 SP:Iteration 25Q (15246.584166 sec): 3 clusters Score: Raw -1475005.730265 + Penalty 1842.328043 = -1473163.402222 nChanged 41 SP:Iteration 26Q (15246.611883 sec): 3 clusters Score: Raw -1475016.831371 + Penalty 1842.328043 = -1473174.503328 nChanged 43 SP:Iteration 27Q (15246.639833 sec): 3 clusters Score: Raw -1475030.013764 + Penalty 1842.328043 = -1473187.685722 nChanged 30 SP:Iteration 28Q (15246.667577 sec): 3 clusters Score: Raw -1475040.302489 + Penalty 1842.328043 = -1473197.974446 nChanged 32 SP:Iteration 29Q (15246.695241 sec): 3 clusters Score: Raw -1475049.719025 + Penalty 1842.328043 = -1473207.390982 nChanged 19 SP:Iteration 30Q (15246.723012 sec): 3 clusters Score: Raw -1475054.112974 + Penalty 1842.328043 = -1473211.784932 nChanged 19 SP:Iteration 31Q (15246.750673 sec): 3 clusters Score: Raw -1475058.396285 + Penalty 1842.328043 = -1473216.068242 nChanged 14 SP:Iteration 32Q (15246.778395 sec): 3 clusters Score: Raw -1475061.847908 + Penalty 1842.328043 = -1473219.519865 nChanged 12 SP:Iteration 33Q (15246.805925 sec): 3 clusters Score: Raw -1475064.026695 + Penalty 1842.328043 = -1473221.698652 nChanged 12 SP:Iteration 34Q (15246.833522 sec): 3 clusters Score: Raw -1475066.027224 + Penalty 1842.328043 = -1473223.699182 nChanged 12 SP:Iteration 35Q (15246.861320 sec): 3 clusters Score: Raw -1475068.724877 + Penalty 1842.328043 = -1473226.396834 nChanged 15 SP:Iteration 36Q (15246.888992 sec): 3 clusters Score: Raw -1475072.326436 + Penalty 1842.328043 = -1473229.998393 nChanged 12 SP:Iteration 37Q (15246.916551 sec): 3 clusters Score: Raw -1475075.380046 + Penalty 1842.328043 = -1473233.052003 nChanged 12 SP:Iteration 38Q (15246.944031 sec): 3 clusters Score: Raw -1475077.264095 + Penalty 1842.328043 = -1473234.936052 nChanged 8 SP:Iteration 39Q (15246.971623 sec): 3 clusters Score: Raw -1475078.936287 + Penalty 1842.328043 = -1473236.608244 nChanged 4 SP:Iteration 40F (15247.003036 sec): 3 clusters Score: Raw -1475079.680511 + Penalty 1842.328043 = -1473237.352468 nChanged 2 SP:Iteration 41Q (15247.030655 sec): 3 clusters Score: Raw -1475080.093624 + Penalty 1842.328043 = -1473237.765581 nChanged 2 SP:Iteration 42Q (15247.058172 sec): 3 clusters Score: Raw -1475080.681998 + Penalty 1842.328043 = -1473238.353955 nChanged 2 SP:Iteration 43Q (15247.085584 sec): 3 clusters Score: Raw -1475081.260966 + Penalty 1842.328043 = -1473238.932923 nChanged 3 SP:Iteration 44Q (15247.113189 sec): 3 clusters Score: Raw -1475082.037479 + Penalty 1842.328043 = -1473239.709437 nChanged 4 SP:Iteration 45Q (15247.140642 sec): 3 clusters Score: Raw -1475082.725167 + Penalty 1842.328043 = -1473240.397124 nChanged 3 SP:Iteration 46Q (15247.168185 sec): 3 clusters Score: Raw -1475083.095348 + Penalty 1842.328043 = -1473240.767305 nChanged 4 SP:Iteration 47Q (15247.195761 sec): 3 clusters Score: Raw -1475083.594859 + Penalty 1842.328043 = -1473241.266817 nChanged 2 SP:Iteration 48Q (15247.223170 sec): 3 clusters Score: Raw -1475083.756184 + Penalty 1842.328043 = -1473241.428141 nChanged 1 SP:Iteration 49Q (15247.250597 sec): 3 clusters Score: Raw -1475083.818703 + Penalty 1842.328043 = -1473241.490660 nChanged 1 SP:Iteration 50Q (15247.278355 sec): 3 clusters Score: Raw -1475083.944941 + Penalty 1842.328043 = -1473241.616899 nChanged 3 SP:Iteration 51Q (15247.305746 sec): 3 clusters Score: Raw -1475084.472613 + Penalty 1842.328043 = -1473242.144570 nChanged 1 SP:Iteration 52Q (15247.333171 sec): 3 clusters Score: Raw -1475084.549149 + Penalty 1842.328043 = -1473242.221107 nChanged 3 SP:Iteration 53Q (15247.360856 sec): 3 clusters Score: Raw -1475084.758180 + Penalty 1842.328043 = -1473242.430137 nChanged 2 SP:Iteration 54Q (15247.388242 sec): 3 clusters Score: Raw -1475084.992304 + Penalty 1842.328043 = -1473242.664261 nChanged 1 SP:Iteration 55Q (15247.415710 sec): 3 clusters Score: Raw -1475085.099657 + Penalty 1842.328043 = -1473242.771614 nChanged 0 SP:Iteration 56F (15247.447337 sec): 3 clusters Score: Raw -1475085.099657 + Penalty 1842.328043 = -1473242.771614 nChanged 0 Trying to split cluster 10 (31277 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15247.487738 sec): 2 clusters Score: Raw -3009476.145620 + Penalty 983.310637 = -3008492.834983 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15247.540130 sec): 3 clusters Score: Raw -2989552.216756 + Penalty 1966.621274 = -2987585.595482 nChanged 14743 SP:Iteration 1F (15247.588670 sec): 3 clusters Score: Raw -2998166.083478 + Penalty 1966.621274 = -2996199.462204 nChanged 1614 SP:Iteration 2F (15247.637398 sec): 3 clusters Score: Raw -2998859.660202 + Penalty 1966.621274 = -2996893.038928 nChanged 1690 SP:Iteration 3F (15247.686041 sec): 3 clusters Score: Raw -2999744.603993 + Penalty 1966.621274 = -2997777.982719 nChanged 1812 SP:Iteration 4F (15247.734682 sec): 3 clusters Score: Raw -3000751.601837 + Penalty 1966.621274 = -2998784.980563 nChanged 1841 SP:Iteration 5F (15247.783346 sec): 3 clusters Score: Raw -3001811.280599 + Penalty 1966.621274 = -2999844.659326 nChanged 1788 SP:Iteration 6F (15247.831738 sec): 3 clusters Score: Raw -3002963.482134 + Penalty 1966.621274 = -3000996.860860 nChanged 1791 SP:Iteration 7F (15247.880622 sec): 3 clusters Score: Raw -3004113.267422 + Penalty 1966.621274 = -3002146.646149 nChanged 1684 SP:Iteration 8F (15247.929261 sec): 3 clusters Score: Raw -3005155.949303 + Penalty 1966.621274 = -3003189.328029 nChanged 1444 SP:Iteration 9Q (15247.977894 sec): 3 clusters Score: Raw -3005890.019655 + Penalty 1966.621274 = -3003923.398382 nChanged 1148 SP:Iteration 10Q (15248.025748 sec): 3 clusters Score: Raw -3006370.115201 + Penalty 1966.621274 = -3004403.493927 nChanged 876 SP:Iteration 11Q (15248.073456 sec): 3 clusters Score: Raw -3006675.047673 + Penalty 1966.621274 = -3004708.426400 nChanged 657 SP:Iteration 12Q (15248.120826 sec): 3 clusters Score: Raw -3006878.610556 + Penalty 1966.621274 = -3004911.989283 nChanged 526 SP:Iteration 13Q (15248.168063 sec): 3 clusters Score: Raw -3007024.919192 + Penalty 1966.621274 = -3005058.297919 nChanged 465 SP:Iteration 14Q (15248.215280 sec): 3 clusters Score: Raw -3007154.277572 + Penalty 1966.621274 = -3005187.656298 nChanged 472 SP:Iteration 15Q (15248.262571 sec): 3 clusters Score: Raw -3007297.626628 + Penalty 1966.621274 = -3005331.005354 nChanged 493 SP:Iteration 16Q (15248.309462 sec): 3 clusters Score: Raw -3007444.987572 + Penalty 1966.621274 = -3005478.366298 nChanged 472 SP:Iteration 17Q (15248.356525 sec): 3 clusters Score: Raw -3007598.272919 + Penalty 1966.621274 = -3005631.651646 nChanged 524 SP:Iteration 18Q (15248.435942 sec): 3 clusters Score: Raw -3007784.562142 + Penalty 1966.621274 = -3005817.940868 nChanged 515 SP:Iteration 19Q (15248.493638 sec): 3 clusters Score: Raw -3007959.848808 + Penalty 1966.621274 = -3005993.227535 nChanged 481 SP:Iteration 20F (15248.541906 sec): 3 clusters Score: Raw -3008142.685790 + Penalty 1966.621274 = -3006176.064516 nChanged 471 SP:Iteration 21Q (15248.591003 sec): 3 clusters Score: Raw -3008331.483215 + Penalty 1966.621274 = -3006364.861941 nChanged 464 SP:Iteration 22Q (15248.637782 sec): 3 clusters Score: Raw -3008535.279269 + Penalty 1966.621274 = -3006568.657995 nChanged 492 SP:Iteration 23Q (15248.685063 sec): 3 clusters Score: Raw -3008730.686299 + Penalty 1966.621274 = -3006764.065025 nChanged 420 SP:Iteration 24Q (15248.732391 sec): 3 clusters Score: Raw -3008874.350473 + Penalty 1966.621274 = -3006907.729199 nChanged 362 SP:Iteration 25Q (15248.779448 sec): 3 clusters Score: Raw -3008985.004852 + Penalty 1966.621274 = -3007018.383578 nChanged 331 SP:Iteration 26Q (15248.826778 sec): 3 clusters Score: Raw -3009071.083038 + Penalty 1966.621274 = -3007104.461764 nChanged 270 SP:Iteration 27Q (15248.874802 sec): 3 clusters Score: Raw -3009119.878524 + Penalty 1966.621274 = -3007153.257251 nChanged 189 SP:Iteration 28Q (15248.921785 sec): 3 clusters Score: Raw -3009151.244973 + Penalty 1966.621274 = -3007184.623700 nChanged 162 SP:Iteration 29Q (15248.968700 sec): 3 clusters Score: Raw -3009174.990935 + Penalty 1966.621274 = -3007208.369662 nChanged 151 SP:Iteration 30Q (15249.015603 sec): 3 clusters Score: Raw -3009196.436074 + Penalty 1966.621274 = -3007229.814801 nChanged 137 SP:Iteration 31Q (15249.063581 sec): 3 clusters Score: Raw -3009213.415894 + Penalty 1966.621274 = -3007246.794621 nChanged 124 SP:Iteration 32Q (15249.110457 sec): 3 clusters Score: Raw -3009226.301346 + Penalty 1966.621274 = -3007259.680072 nChanged 125 SP:Iteration 33Q (15249.157102 sec): 3 clusters Score: Raw -3009239.517062 + Penalty 1966.621274 = -3007272.895788 nChanged 117 SP:Iteration 34Q (15249.203891 sec): 3 clusters Score: Raw -3009250.949620 + Penalty 1966.621274 = -3007284.328347 nChanged 85 SP:Iteration 35Q (15249.251195 sec): 3 clusters Score: Raw -3009258.987933 + Penalty 1966.621274 = -3007292.366659 nChanged 95 SP:Iteration 36Q (15249.297617 sec): 3 clusters Score: Raw -3009268.803672 + Penalty 1966.621274 = -3007302.182399 nChanged 101 SP:Iteration 37Q (15249.344202 sec): 3 clusters Score: Raw -3009279.056053 + Penalty 1966.621274 = -3007312.434779 nChanged 91 SP:Iteration 38Q (15249.390458 sec): 3 clusters Score: Raw -3009288.074129 + Penalty 1966.621274 = -3007321.452855 nChanged 101 SP:Iteration 39Q (15249.436810 sec): 3 clusters Score: Raw -3009298.529865 + Penalty 1966.621274 = -3007331.908592 nChanged 105 SP:Iteration 40F (15249.484989 sec): 3 clusters Score: Raw -3009308.607273 + Penalty 1966.621274 = -3007341.985999 nChanged 96 SP:Iteration 41Q (15249.532139 sec): 3 clusters Score: Raw -3009317.428873 + Penalty 1966.621274 = -3007350.807600 nChanged 76 SP:Iteration 42Q (15249.578918 sec): 3 clusters Score: Raw -3009324.265761 + Penalty 1966.621274 = -3007357.644488 nChanged 72 SP:Iteration 43Q (15249.625287 sec): 3 clusters Score: Raw -3009329.684489 + Penalty 1966.621274 = -3007363.063215 nChanged 66 SP:Iteration 44Q (15249.671772 sec): 3 clusters Score: Raw -3009334.736611 + Penalty 1966.621274 = -3007368.115337 nChanged 73 SP:Iteration 45Q (15249.718389 sec): 3 clusters Score: Raw -3009340.587977 + Penalty 1966.621274 = -3007373.966704 nChanged 70 SP:Iteration 46Q (15249.764517 sec): 3 clusters Score: Raw -3009345.510309 + Penalty 1966.621274 = -3007378.889036 nChanged 67 SP:Iteration 47Q (15249.810652 sec): 3 clusters Score: Raw -3009350.348654 + Penalty 1966.621274 = -3007383.727381 nChanged 75 SP:Iteration 48Q (15249.857572 sec): 3 clusters Score: Raw -3009356.248934 + Penalty 1966.621274 = -3007389.627661 nChanged 75 SP:Iteration 49Q (15249.936593 sec): 3 clusters Score: Raw -3009362.123450 + Penalty 1966.621274 = -3007395.502177 nChanged 82 SP:Iteration 50Q (15249.983760 sec): 3 clusters Score: Raw -3009369.011657 + Penalty 1966.621274 = -3007402.390383 nChanged 77 SP:Iteration 51Q (15250.029249 sec): 3 clusters Score: Raw -3009375.827255 + Penalty 1966.621274 = -3007409.205981 nChanged 94 SP:Iteration 52Q (15250.074938 sec): 3 clusters Score: Raw -3009385.267998 + Penalty 1966.621274 = -3007418.646724 nChanged 107 SP:Iteration 53Q (15250.120607 sec): 3 clusters Score: Raw -3009395.518736 + Penalty 1966.621274 = -3007428.897463 nChanged 94 SP:Iteration 54Q (15250.166413 sec): 3 clusters Score: Raw -3009403.901044 + Penalty 1966.621274 = -3007437.279770 nChanged 97 SP:Iteration 55Q (15250.211743 sec): 3 clusters Score: Raw -3009412.891425 + Penalty 1966.621274 = -3007446.270152 nChanged 93 SP:Iteration 56Q (15250.257183 sec): 3 clusters Score: Raw -3009420.745340 + Penalty 1966.621274 = -3007454.124067 nChanged 90 SP:Iteration 57Q (15250.302202 sec): 3 clusters Score: Raw -3009428.288605 + Penalty 1966.621274 = -3007461.667331 nChanged 99 SP:Iteration 58Q (15250.347539 sec): 3 clusters Score: Raw -3009438.654463 + Penalty 1966.621274 = -3007472.033190 nChanged 109 SP:Iteration 59Q (15250.392821 sec): 3 clusters Score: Raw -3009450.370170 + Penalty 1966.621274 = -3007483.748896 nChanged 106 SP:Iteration 60F (15250.440741 sec): 3 clusters Score: Raw -3009462.644362 + Penalty 1966.621274 = -3007496.023089 nChanged 109 SP:Iteration 61Q (15250.488449 sec): 3 clusters Score: Raw -3009475.567832 + Penalty 1966.621274 = -3007508.946558 nChanged 114 SP:Iteration 62Q (15250.533256 sec): 3 clusters Score: Raw -3009487.861253 + Penalty 1966.621274 = -3007521.239980 nChanged 95 SP:Iteration 63Q (15250.578513 sec): 3 clusters Score: Raw -3009497.865713 + Penalty 1966.621274 = -3007531.244439 nChanged 97 SP:Iteration 64Q (15250.623545 sec): 3 clusters Score: Raw -3009507.813021 + Penalty 1966.621274 = -3007541.191748 nChanged 97 SP:Iteration 65Q (15250.668121 sec): 3 clusters Score: Raw -3009520.256970 + Penalty 1966.621274 = -3007553.635696 nChanged 105 SP:Iteration 66Q (15250.712838 sec): 3 clusters Score: Raw -3009533.261736 + Penalty 1966.621274 = -3007566.640462 nChanged 103 SP:Iteration 67Q (15250.757669 sec): 3 clusters Score: Raw -3009545.500135 + Penalty 1966.621274 = -3007578.878861 nChanged 94 SP:Iteration 68Q (15250.802130 sec): 3 clusters Score: Raw -3009555.184104 + Penalty 1966.621274 = -3007588.562830 nChanged 74 SP:Iteration 69Q (15250.846505 sec): 3 clusters Score: Raw -3009562.617404 + Penalty 1966.621274 = -3007595.996130 nChanged 77 SP:Iteration 70Q (15250.890781 sec): 3 clusters Score: Raw -3009570.174915 + Penalty 1966.621274 = -3007603.553642 nChanged 74 SP:Iteration 71Q (15250.935232 sec): 3 clusters Score: Raw -3009578.811363 + Penalty 1966.621274 = -3007612.190090 nChanged 84 SP:Iteration 72Q (15250.979353 sec): 3 clusters Score: Raw -3009588.573353 + Penalty 1966.621274 = -3007621.952079 nChanged 82 SP:Iteration 73Q (15251.023712 sec): 3 clusters Score: Raw -3009597.775454 + Penalty 1966.621274 = -3007631.154180 nChanged 85 SP:Iteration 74Q (15251.067950 sec): 3 clusters Score: Raw -3009606.518981 + Penalty 1966.621274 = -3007639.897707 nChanged 78 SP:Iteration 75Q (15251.112186 sec): 3 clusters Score: Raw -3009614.306974 + Penalty 1966.621274 = -3007647.685701 nChanged 70 SP:Iteration 76Q (15251.156253 sec): 3 clusters Score: Raw -3009622.154514 + Penalty 1966.621274 = -3007655.533241 nChanged 80 SP:Iteration 77Q (15251.200136 sec): 3 clusters Score: Raw -3009630.000114 + Penalty 1966.621274 = -3007663.378841 nChanged 73 SP:Iteration 78Q (15251.243986 sec): 3 clusters Score: Raw -3009637.207763 + Penalty 1966.621274 = -3007670.586490 nChanged 74 SP:Iteration 79Q (15251.287900 sec): 3 clusters Score: Raw -3009643.671158 + Penalty 1966.621274 = -3007677.049884 nChanged 64 SP:Iteration 80F (15251.336250 sec): 3 clusters Score: Raw -3009648.711881 + Penalty 1966.621274 = -3007682.090607 nChanged 61 SP:Iteration 81Q (15251.380426 sec): 3 clusters Score: Raw -3009653.768929 + Penalty 1966.621274 = -3007687.147655 nChanged 60 SP:Iteration 82Q (15251.424443 sec): 3 clusters Score: Raw -3009658.296351 + Penalty 1966.621274 = -3007691.675077 nChanged 62 SP:Iteration 83Q (15251.468220 sec): 3 clusters Score: Raw -3009663.971262 + Penalty 1966.621274 = -3007697.349989 nChanged 68 SP:Iteration 84Q (15251.512369 sec): 3 clusters Score: Raw -3009670.471521 + Penalty 1966.621274 = -3007703.850248 nChanged 61 SP:Iteration 85Q (15251.556174 sec): 3 clusters Score: Raw -3009676.564557 + Penalty 1966.621274 = -3007709.943284 nChanged 61 SP:Iteration 86Q (15251.600042 sec): 3 clusters Score: Raw -3009682.960597 + Penalty 1966.621274 = -3007716.339324 nChanged 52 SP:Iteration 87Q (15251.643528 sec): 3 clusters Score: Raw -3009687.682292 + Penalty 1966.621274 = -3007721.061019 nChanged 60 SP:Iteration 88Q (15251.687474 sec): 3 clusters Score: Raw -3009693.124285 + Penalty 1966.621274 = -3007726.503012 nChanged 68 SP:Iteration 89Q (15251.731069 sec): 3 clusters Score: Raw -3009699.647878 + Penalty 1966.621274 = -3007733.026604 nChanged 65 SP:Iteration 90Q (15251.774685 sec): 3 clusters Score: Raw -3009704.744199 + Penalty 1966.621274 = -3007738.122925 nChanged 55 SP:Iteration 91Q (15251.818402 sec): 3 clusters Score: Raw -3009709.575721 + Penalty 1966.621274 = -3007742.954447 nChanged 59 SP:Iteration 92Q (15251.861614 sec): 3 clusters Score: Raw -3009714.776399 + Penalty 1966.621274 = -3007748.155126 nChanged 56 SP:Iteration 93Q (15251.905151 sec): 3 clusters Score: Raw -3009719.709924 + Penalty 1966.621274 = -3007753.088650 nChanged 45 SP:Iteration 94Q (15251.948462 sec): 3 clusters Score: Raw -3009723.690648 + Penalty 1966.621274 = -3007757.069375 nChanged 50 SP:Iteration 95Q (15251.992387 sec): 3 clusters Score: Raw -3009727.847454 + Penalty 1966.621274 = -3007761.226180 nChanged 46 SP:Iteration 96Q (15252.035561 sec): 3 clusters Score: Raw -3009731.075193 + Penalty 1966.621274 = -3007764.453920 nChanged 44 SP:Iteration 97Q (15252.078906 sec): 3 clusters Score: Raw -3009734.173814 + Penalty 1966.621274 = -3007767.552540 nChanged 43 SP:Iteration 98Q (15252.121798 sec): 3 clusters Score: Raw -3009737.582336 + Penalty 1966.621274 = -3007770.961063 nChanged 43 SP:Iteration 99Q (15252.165075 sec): 3 clusters Score: Raw -3009741.245488 + Penalty 1966.621274 = -3007774.624214 nChanged 38 SP:Iteration 100F (15252.213445 sec): 3 clusters Score: Raw -3009744.764615 + Penalty 1966.621274 = -3007778.143342 nChanged 36 SP:Iteration 101Q (15252.256878 sec): 3 clusters Score: Raw -3009747.910580 + Penalty 1966.621274 = -3007781.289307 nChanged 40 SP:Iteration 102Q (15252.299660 sec): 3 clusters Score: Raw -3009752.105291 + Penalty 1966.621274 = -3007785.484018 nChanged 45 SP:Iteration 103Q (15252.343061 sec): 3 clusters Score: Raw -3009757.843786 + Penalty 1966.621274 = -3007791.222513 nChanged 54 SP:Iteration 104Q (15252.385889 sec): 3 clusters Score: Raw -3009765.167383 + Penalty 1966.621274 = -3007798.546109 nChanged 59 SP:Iteration 105Q (15252.429012 sec): 3 clusters Score: Raw -3009775.272262 + Penalty 1966.621274 = -3007808.650989 nChanged 62 SP:Iteration 106Q (15252.471865 sec): 3 clusters Score: Raw -3009785.107692 + Penalty 1966.621274 = -3007818.486419 nChanged 49 SP:Iteration 107Q (15252.514860 sec): 3 clusters Score: Raw -3009791.368809 + Penalty 1966.621274 = -3007824.747536 nChanged 47 SP:Iteration 108Q (15252.557645 sec): 3 clusters Score: Raw -3009796.891421 + Penalty 1966.621274 = -3007830.270148 nChanged 39 SP:Iteration 109Q (15252.600707 sec): 3 clusters Score: Raw -3009802.645500 + Penalty 1966.621274 = -3007836.024226 nChanged 37 SP:Iteration 110Q (15252.643316 sec): 3 clusters Score: Raw -3009807.007576 + Penalty 1966.621274 = -3007840.386302 nChanged 38 SP:Iteration 111Q (15252.685818 sec): 3 clusters Score: Raw -3009812.404367 + Penalty 1966.621274 = -3007845.783094 nChanged 43 SP:Iteration 112Q (15252.728411 sec): 3 clusters Score: Raw -3009816.794020 + Penalty 1966.621274 = -3007850.172746 nChanged 41 SP:Iteration 113Q (15252.771214 sec): 3 clusters Score: Raw -3009820.461219 + Penalty 1966.621274 = -3007853.839946 nChanged 42 SP:Iteration 114Q (15252.813703 sec): 3 clusters Score: Raw -3009824.127535 + Penalty 1966.621274 = -3007857.506261 nChanged 34 SP:Iteration 115Q (15252.856403 sec): 3 clusters Score: Raw -3009826.556446 + Penalty 1966.621274 = -3007859.935172 nChanged 27 SP:Iteration 116Q (15252.898840 sec): 3 clusters Score: Raw -3009828.894634 + Penalty 1966.621274 = -3007862.273361 nChanged 28 SP:Iteration 117Q (15252.941209 sec): 3 clusters Score: Raw -3009830.979652 + Penalty 1966.621274 = -3007864.358378 nChanged 28 SP:Iteration 118Q (15252.983707 sec): 3 clusters Score: Raw -3009833.488365 + Penalty 1966.621274 = -3007866.867091 nChanged 31 SP:Iteration 119Q (15253.026327 sec): 3 clusters Score: Raw -3009835.900875 + Penalty 1966.621274 = -3007869.279601 nChanged 21 SP:Iteration 120F (15253.074841 sec): 3 clusters Score: Raw -3009837.059494 + Penalty 1966.621274 = -3007870.438220 nChanged 14 SP:Iteration 121Q (15253.117568 sec): 3 clusters Score: Raw -3009837.642842 + Penalty 1966.621274 = -3007871.021568 nChanged 11 SP:Iteration 122Q (15253.160109 sec): 3 clusters Score: Raw -3009838.561174 + Penalty 1966.621274 = -3007871.939900 nChanged 12 SP:Iteration 123Q (15253.202525 sec): 3 clusters Score: Raw -3009839.510847 + Penalty 1966.621274 = -3007872.889573 nChanged 16 SP:Iteration 124Q (15253.244869 sec): 3 clusters Score: Raw -3009840.785373 + Penalty 1966.621274 = -3007874.164099 nChanged 24 SP:Iteration 125Q (15253.287203 sec): 3 clusters Score: Raw -3009843.571165 + Penalty 1966.621274 = -3007876.949892 nChanged 25 SP:Iteration 126Q (15253.329775 sec): 3 clusters Score: Raw -3009847.194264 + Penalty 1966.621274 = -3007880.572990 nChanged 23 SP:Iteration 127Q (15253.372173 sec): 3 clusters Score: Raw -3009849.638578 + Penalty 1966.621274 = -3007883.017304 nChanged 21 SP:Iteration 128Q (15253.414575 sec): 3 clusters Score: Raw -3009851.551337 + Penalty 1966.621274 = -3007884.930063 nChanged 19 SP:Iteration 129Q (15253.457038 sec): 3 clusters Score: Raw -3009852.706319 + Penalty 1966.621274 = -3007886.085045 nChanged 13 SP:Iteration 130Q (15253.499245 sec): 3 clusters Score: Raw -3009853.411402 + Penalty 1966.621274 = -3007886.790128 nChanged 14 SP:Iteration 131Q (15253.541669 sec): 3 clusters Score: Raw -3009854.356188 + Penalty 1966.621274 = -3007887.734915 nChanged 11 SP:Iteration 132Q (15253.583752 sec): 3 clusters Score: Raw -3009855.096615 + Penalty 1966.621274 = -3007888.475341 nChanged 11 SP:Iteration 133Q (15253.626534 sec): 3 clusters Score: Raw -3009855.680536 + Penalty 1966.621274 = -3007889.059262 nChanged 8 SP:Iteration 134Q (15253.668621 sec): 3 clusters Score: Raw -3009856.120958 + Penalty 1966.621274 = -3007889.499685 nChanged 4 SP:Iteration 135Q (15253.710998 sec): 3 clusters Score: Raw -3009856.334883 + Penalty 1966.621274 = -3007889.713609 nChanged 6 SP:Iteration 136Q (15253.753370 sec): 3 clusters Score: Raw -3009856.694136 + Penalty 1966.621274 = -3007890.072863 nChanged 8 SP:Iteration 137Q (15253.795682 sec): 3 clusters Score: Raw -3009857.060186 + Penalty 1966.621274 = -3007890.438912 nChanged 8 SP:Iteration 138Q (15253.837750 sec): 3 clusters Score: Raw -3009857.409505 + Penalty 1966.621274 = -3007890.788231 nChanged 6 SP:Iteration 139Q (15253.880186 sec): 3 clusters Score: Raw -3009857.707946 + Penalty 1966.621274 = -3007891.086672 nChanged 9 SP:Iteration 140F (15253.928327 sec): 3 clusters Score: Raw -3009858.250699 + Penalty 1966.621274 = -3007891.629426 nChanged 8 SP:Iteration 141Q (15253.970864 sec): 3 clusters Score: Raw -3009858.584673 + Penalty 1966.621274 = -3007891.963400 nChanged 7 SP:Iteration 142Q (15254.013005 sec): 3 clusters Score: Raw -3009859.030795 + Penalty 1966.621274 = -3007892.409522 nChanged 5 SP:Iteration 143Q (15254.055528 sec): 3 clusters Score: Raw -3009859.230142 + Penalty 1966.621274 = -3007892.608869 nChanged 3 SP:Iteration 144Q (15254.097574 sec): 3 clusters Score: Raw -3009859.408160 + Penalty 1966.621274 = -3007892.786886 nChanged 3 SP:Iteration 145Q (15254.140041 sec): 3 clusters Score: Raw -3009859.722194 + Penalty 1966.621274 = -3007893.100920 nChanged 3 SP:Iteration 146Q (15254.182148 sec): 3 clusters Score: Raw -3009859.896816 + Penalty 1966.621274 = -3007893.275543 nChanged 5 SP:Iteration 147Q (15254.261123 sec): 3 clusters Score: Raw -3009860.124757 + Penalty 1966.621274 = -3007893.503484 nChanged 5 SP:Iteration 148Q (15254.306357 sec): 3 clusters Score: Raw -3009860.344367 + Penalty 1966.621274 = -3007893.723093 nChanged 5 SP:Iteration 149Q (15254.347825 sec): 3 clusters Score: Raw -3009860.549052 + Penalty 1966.621274 = -3007893.927778 nChanged 6 SP:Iteration 150Q (15254.389972 sec): 3 clusters Score: Raw -3009860.898362 + Penalty 1966.621274 = -3007894.277088 nChanged 3 SP:Iteration 151Q (15254.432025 sec): 3 clusters Score: Raw -3009860.970327 + Penalty 1966.621274 = -3007894.349054 nChanged 1 SP:Iteration 152Q (15254.474397 sec): 3 clusters Score: Raw -3009860.992961 + Penalty 1966.621274 = -3007894.371687 nChanged 1 SP:Iteration 153Q (15254.516666 sec): 3 clusters Score: Raw -3009861.022895 + Penalty 1966.621274 = -3007894.401621 nChanged 1 SP:Iteration 154Q (15254.559055 sec): 3 clusters Score: Raw -3009861.047165 + Penalty 1966.621274 = -3007894.425892 nChanged 1 SP:Iteration 155Q (15254.601211 sec): 3 clusters Score: Raw -3009861.073026 + Penalty 1966.621274 = -3007894.451753 nChanged 2 SP:Iteration 156Q (15254.643664 sec): 3 clusters Score: Raw -3009861.158903 + Penalty 1966.621274 = -3007894.537630 nChanged 2 SP:Iteration 157Q (15254.685860 sec): 3 clusters Score: Raw -3009861.249606 + Penalty 1966.621274 = -3007894.628333 nChanged 0 SP:Iteration 158F (15254.734314 sec): 3 clusters Score: Raw -3009861.249606 + Penalty 1966.621274 = -3007894.628333 nChanged 0 Trying to split cluster 11 (63990 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15254.809188 sec): 2 clusters Score: Raw -5836793.622762 + Penalty 1051.315800 = -5835742.306962 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15254.900393 sec): 3 clusters Score: Raw -5794927.396262 + Penalty 2102.631599 = -5792824.764663 nChanged 30965 SP:Iteration 1F (15254.987256 sec): 3 clusters Score: Raw -5813280.748277 + Penalty 2102.631599 = -5811178.116678 nChanged 2604 SP:Iteration 2Q (15255.078642 sec): 3 clusters Score: Raw -5814088.648374 + Penalty 2102.631599 = -5811986.016774 nChanged 2819 SP:Iteration 3Q (15255.170124 sec): 3 clusters Score: Raw -5815115.834356 + Penalty 2102.631599 = -5813013.202757 nChanged 3000 SP:Iteration 4Q (15255.261611 sec): 3 clusters Score: Raw -5816399.602944 + Penalty 2102.631599 = -5814296.971345 nChanged 3284 SP:Iteration 5F (15255.348473 sec): 3 clusters Score: Raw -5818072.765911 + Penalty 2102.631599 = -5815970.134312 nChanged 3539 SP:Iteration 6F (15255.435410 sec): 3 clusters Score: Raw -5820447.942648 + Penalty 2102.631599 = -5818345.311049 nChanged 3911 SP:Iteration 7F (15255.522182 sec): 3 clusters Score: Raw -5823282.631461 + Penalty 2102.631599 = -5821179.999862 nChanged 3647 SP:Iteration 8F (15255.608995 sec): 3 clusters Score: Raw -5825580.715056 + Penalty 2102.631599 = -5823478.083456 nChanged 2856 SP:Iteration 9Q (15255.697889 sec): 3 clusters Score: Raw -5826910.903388 + Penalty 2102.631599 = -5824808.271789 nChanged 1947 SP:Iteration 10Q (15255.786271 sec): 3 clusters Score: Raw -5827540.311287 + Penalty 2102.631599 = -5825437.679688 nChanged 1257 SP:Iteration 11Q (15255.873793 sec): 3 clusters Score: Raw -5827910.797839 + Penalty 2102.631599 = -5825808.166240 nChanged 975 SP:Iteration 12Q (15255.960890 sec): 3 clusters Score: Raw -5828217.504052 + Penalty 2102.631599 = -5826114.872453 nChanged 847 SP:Iteration 13Q (15256.047602 sec): 3 clusters Score: Raw -5828498.508011 + Penalty 2102.631599 = -5826395.876412 nChanged 816 SP:Iteration 14Q (15256.134073 sec): 3 clusters Score: Raw -5828758.615715 + Penalty 2102.631599 = -5826655.984116 nChanged 809 SP:Iteration 15Q (15256.219759 sec): 3 clusters Score: Raw -5829013.878130 + Penalty 2102.631599 = -5826911.246531 nChanged 767 SP:Iteration 16Q (15256.305343 sec): 3 clusters Score: Raw -5829256.936197 + Penalty 2102.631599 = -5827154.304598 nChanged 765 SP:Iteration 17Q (15256.390323 sec): 3 clusters Score: Raw -5829493.078759 + Penalty 2102.631599 = -5827390.447160 nChanged 726 SP:Iteration 18Q (15256.475139 sec): 3 clusters Score: Raw -5829703.508459 + Penalty 2102.631599 = -5827600.876860 nChanged 761 SP:Iteration 19Q (15256.559763 sec): 3 clusters Score: Raw -5829916.649387 + Penalty 2102.631599 = -5827814.017788 nChanged 798 SP:Iteration 20F (15256.646298 sec): 3 clusters Score: Raw -5830155.587286 + Penalty 2102.631599 = -5828052.955687 nChanged 782 SP:Iteration 21Q (15256.730567 sec): 3 clusters Score: Raw -5830379.427710 + Penalty 2102.631599 = -5828276.796111 nChanged 823 SP:Iteration 22Q (15256.814637 sec): 3 clusters Score: Raw -5830622.674412 + Penalty 2102.631599 = -5828520.042813 nChanged 821 SP:Iteration 23Q (15256.898618 sec): 3 clusters Score: Raw -5830868.530269 + Penalty 2102.631599 = -5828765.898670 nChanged 857 SP:Iteration 24Q (15256.982155 sec): 3 clusters Score: Raw -5831132.416593 + Penalty 2102.631599 = -5829029.784994 nChanged 860 SP:Iteration 25Q (15257.065223 sec): 3 clusters Score: Raw -5831385.202822 + Penalty 2102.631599 = -5829282.571223 nChanged 817 SP:Iteration 26Q (15257.148341 sec): 3 clusters Score: Raw -5831620.560346 + Penalty 2102.631599 = -5829517.928747 nChanged 832 SP:Iteration 27Q (15257.231158 sec): 3 clusters Score: Raw -5831877.514467 + Penalty 2102.631599 = -5829774.882868 nChanged 876 SP:Iteration 28Q (15257.313740 sec): 3 clusters Score: Raw -5832150.358355 + Penalty 2102.631599 = -5830047.726756 nChanged 901 SP:Iteration 29Q (15257.396230 sec): 3 clusters Score: Raw -5832435.316953 + Penalty 2102.631599 = -5830332.685354 nChanged 877 SP:Iteration 30Q (15257.478224 sec): 3 clusters Score: Raw -5832715.492667 + Penalty 2102.631599 = -5830612.861068 nChanged 867 SP:Iteration 31Q (15257.559810 sec): 3 clusters Score: Raw -5832992.391843 + Penalty 2102.631599 = -5830889.760244 nChanged 842 SP:Iteration 32Q (15257.641348 sec): 3 clusters Score: Raw -5833273.440793 + Penalty 2102.631599 = -5831170.809194 nChanged 866 SP:Iteration 33Q (15257.722246 sec): 3 clusters Score: Raw -5833565.016112 + Penalty 2102.631599 = -5831462.384513 nChanged 822 SP:Iteration 34Q (15257.802969 sec): 3 clusters Score: Raw -5833828.789870 + Penalty 2102.631599 = -5831726.158271 nChanged 775 SP:Iteration 35Q (15257.883289 sec): 3 clusters Score: Raw -5834078.036170 + Penalty 2102.631599 = -5831975.404571 nChanged 746 SP:Iteration 36Q (15257.963302 sec): 3 clusters Score: Raw -5834317.563850 + Penalty 2102.631599 = -5832214.932251 nChanged 711 SP:Iteration 37Q (15258.042728 sec): 3 clusters Score: Raw -5834557.723162 + Penalty 2102.631599 = -5832455.091563 nChanged 687 SP:Iteration 38Q (15258.128568 sec): 3 clusters Score: Raw -5834798.030469 + Penalty 2102.631599 = -5832695.398870 nChanged 692 SP:Iteration 39Q (15258.207680 sec): 3 clusters Score: Raw -5835058.262184 + Penalty 2102.631599 = -5832955.630585 nChanged 715 SP:Iteration 40F (15258.294490 sec): 3 clusters Score: Raw -5835378.215642 + Penalty 2102.631599 = -5833275.584043 nChanged 708 SP:Iteration 41Q (15258.372559 sec): 3 clusters Score: Raw -5835713.695409 + Penalty 2102.631599 = -5833611.063810 nChanged 657 SP:Iteration 42Q (15258.449874 sec): 3 clusters Score: Raw -5836031.413081 + Penalty 2102.631599 = -5833928.781482 nChanged 600 SP:Iteration 43Q (15258.526779 sec): 3 clusters Score: Raw -5836302.026019 + Penalty 2102.631599 = -5834199.394420 nChanged 536 SP:Iteration 44Q (15258.603262 sec): 3 clusters Score: Raw -5836529.555983 + Penalty 2102.631599 = -5834426.924384 nChanged 467 SP:Iteration 45Q (15258.679263 sec): 3 clusters Score: Raw -5836703.801655 + Penalty 2102.631599 = -5834601.170056 nChanged 376 SP:Iteration 46Q (15258.754753 sec): 3 clusters Score: Raw -5836837.568120 + Penalty 2102.631599 = -5834734.936521 nChanged 330 SP:Iteration 47Q (15258.829982 sec): 3 clusters Score: Raw -5836939.043349 + Penalty 2102.631599 = -5834836.411750 nChanged 265 SP:Iteration 48Q (15258.904894 sec): 3 clusters Score: Raw -5837007.932045 + Penalty 2102.631599 = -5834905.300446 nChanged 227 SP:Iteration 49Q (15258.979491 sec): 3 clusters Score: Raw -5837066.033135 + Penalty 2102.631599 = -5834963.401536 nChanged 200 SP:Iteration 50Q (15259.053951 sec): 3 clusters Score: Raw -5837113.132127 + Penalty 2102.631599 = -5835010.500528 nChanged 194 SP:Iteration 51Q (15259.128398 sec): 3 clusters Score: Raw -5837150.733168 + Penalty 2102.631599 = -5835048.101569 nChanged 159 SP:Iteration 52Q (15259.202740 sec): 3 clusters Score: Raw -5837181.968407 + Penalty 2102.631599 = -5835079.336808 nChanged 129 SP:Iteration 53Q (15259.276626 sec): 3 clusters Score: Raw -5837209.623962 + Penalty 2102.631599 = -5835106.992363 nChanged 147 SP:Iteration 54Q (15259.350626 sec): 3 clusters Score: Raw -5837241.978801 + Penalty 2102.631599 = -5835139.347202 nChanged 131 SP:Iteration 55Q (15259.424424 sec): 3 clusters Score: Raw -5837266.380354 + Penalty 2102.631599 = -5835163.748755 nChanged 104 SP:Iteration 56Q (15259.498117 sec): 3 clusters Score: Raw -5837285.830547 + Penalty 2102.631599 = -5835183.198948 nChanged 96 SP:Iteration 57Q (15259.571774 sec): 3 clusters Score: Raw -5837301.073626 + Penalty 2102.631599 = -5835198.442027 nChanged 82 SP:Iteration 58Q (15259.645362 sec): 3 clusters Score: Raw -5837312.413489 + Penalty 2102.631599 = -5835209.781890 nChanged 73 SP:Iteration 59Q (15259.719070 sec): 3 clusters Score: Raw -5837321.867879 + Penalty 2102.631599 = -5835219.236280 nChanged 51 SP:Iteration 60F (15259.805560 sec): 3 clusters Score: Raw -5837329.342940 + Penalty 2102.631599 = -5835226.711341 nChanged 63 SP:Iteration 61Q (15259.879096 sec): 3 clusters Score: Raw -5837337.623576 + Penalty 2102.631599 = -5835234.991977 nChanged 57 SP:Iteration 62Q (15259.952748 sec): 3 clusters Score: Raw -5837344.345419 + Penalty 2102.631599 = -5835241.713820 nChanged 48 SP:Iteration 63Q (15260.025994 sec): 3 clusters Score: Raw -5837350.471772 + Penalty 2102.631599 = -5835247.840173 nChanged 46 SP:Iteration 64Q (15260.099558 sec): 3 clusters Score: Raw -5837356.149057 + Penalty 2102.631599 = -5835253.517458 nChanged 49 SP:Iteration 65Q (15260.172991 sec): 3 clusters Score: Raw -5837361.111591 + Penalty 2102.631599 = -5835258.479992 nChanged 32 SP:Iteration 66Q (15260.246356 sec): 3 clusters Score: Raw -5837363.875892 + Penalty 2102.631599 = -5835261.244293 nChanged 33 SP:Iteration 67Q (15260.320011 sec): 3 clusters Score: Raw -5837367.287206 + Penalty 2102.631599 = -5835264.655607 nChanged 26 SP:Iteration 68Q (15260.393408 sec): 3 clusters Score: Raw -5837369.600354 + Penalty 2102.631599 = -5835266.968755 nChanged 25 SP:Iteration 69Q (15260.466843 sec): 3 clusters Score: Raw -5837371.899380 + Penalty 2102.631599 = -5835269.267781 nChanged 18 SP:Iteration 70Q (15260.540363 sec): 3 clusters Score: Raw -5837373.604600 + Penalty 2102.631599 = -5835270.973001 nChanged 15 SP:Iteration 71Q (15260.614077 sec): 3 clusters Score: Raw -5837374.885103 + Penalty 2102.631599 = -5835272.253504 nChanged 12 SP:Iteration 72Q (15260.687274 sec): 3 clusters Score: Raw -5837376.149713 + Penalty 2102.631599 = -5835273.518114 nChanged 17 SP:Iteration 73Q (15260.760870 sec): 3 clusters Score: Raw -5837377.207518 + Penalty 2102.631599 = -5835274.575919 nChanged 12 SP:Iteration 74Q (15260.834197 sec): 3 clusters Score: Raw -5837377.951724 + Penalty 2102.631599 = -5835275.320125 nChanged 8 SP:Iteration 75Q (15260.907614 sec): 3 clusters Score: Raw -5837378.706126 + Penalty 2102.631599 = -5835276.074527 nChanged 10 SP:Iteration 76Q (15260.981115 sec): 3 clusters Score: Raw -5837379.301510 + Penalty 2102.631599 = -5835276.669911 nChanged 9 SP:Iteration 77Q (15261.054429 sec): 3 clusters Score: Raw -5837379.878609 + Penalty 2102.631599 = -5835277.247010 nChanged 5 SP:Iteration 78Q (15261.127741 sec): 3 clusters Score: Raw -5837380.190829 + Penalty 2102.631599 = -5835277.559230 nChanged 5 SP:Iteration 79Q (15261.201225 sec): 3 clusters Score: Raw -5837380.525334 + Penalty 2102.631599 = -5835277.893735 nChanged 2 SP:Iteration 80F (15261.288099 sec): 3 clusters Score: Raw -5837380.645866 + Penalty 2102.631599 = -5835278.014267 nChanged 6 SP:Iteration 81Q (15261.361667 sec): 3 clusters Score: Raw -5837381.006153 + Penalty 2102.631599 = -5835278.374554 nChanged 5 SP:Iteration 82Q (15261.435182 sec): 3 clusters Score: Raw -5837381.310707 + Penalty 2102.631599 = -5835278.679108 nChanged 8 SP:Iteration 83Q (15261.508566 sec): 3 clusters Score: Raw -5837382.189424 + Penalty 2102.631599 = -5835279.557825 nChanged 14 SP:Iteration 84Q (15261.582083 sec): 3 clusters Score: Raw -5837383.692664 + Penalty 2102.631599 = -5835281.061065 nChanged 10 SP:Iteration 85Q (15261.655415 sec): 3 clusters Score: Raw -5837384.581301 + Penalty 2102.631599 = -5835281.949702 nChanged 10 SP:Iteration 86Q (15261.729257 sec): 3 clusters Score: Raw -5837385.765000 + Penalty 2102.631599 = -5835283.133401 nChanged 13 SP:Iteration 87Q (15261.803099 sec): 3 clusters Score: Raw -5837387.058651 + Penalty 2102.631599 = -5835284.427052 nChanged 15 SP:Iteration 88Q (15261.876525 sec): 3 clusters Score: Raw -5837388.550878 + Penalty 2102.631599 = -5835285.919279 nChanged 17 SP:Iteration 89Q (15261.949863 sec): 3 clusters Score: Raw -5837390.232289 + Penalty 2102.631599 = -5835287.600690 nChanged 21 SP:Iteration 90Q (15262.023542 sec): 3 clusters Score: Raw -5837392.851482 + Penalty 2102.631599 = -5835290.219883 nChanged 20 SP:Iteration 91Q (15262.096795 sec): 3 clusters Score: Raw -5837394.776934 + Penalty 2102.631599 = -5835292.145335 nChanged 20 SP:Iteration 92Q (15262.170223 sec): 3 clusters Score: Raw -5837396.944327 + Penalty 2102.631599 = -5835294.312728 nChanged 12 SP:Iteration 93Q (15262.243424 sec): 3 clusters Score: Raw -5837398.004784 + Penalty 2102.631599 = -5835295.373185 nChanged 15 SP:Iteration 94Q (15262.316950 sec): 3 clusters Score: Raw -5837399.365339 + Penalty 2102.631599 = -5835296.733740 nChanged 15 SP:Iteration 95Q (15262.390714 sec): 3 clusters Score: Raw -5837400.954071 + Penalty 2102.631599 = -5835298.322472 nChanged 11 SP:Iteration 96Q (15262.463957 sec): 3 clusters Score: Raw -5837401.853733 + Penalty 2102.631599 = -5835299.222134 nChanged 13 SP:Iteration 97Q (15262.537206 sec): 3 clusters Score: Raw -5837403.640133 + Penalty 2102.631599 = -5835301.008534 nChanged 16 SP:Iteration 98Q (15262.610330 sec): 3 clusters Score: Raw -5837405.247708 + Penalty 2102.631599 = -5835302.616109 nChanged 13 SP:Iteration 99Q (15262.683724 sec): 3 clusters Score: Raw -5837406.350045 + Penalty 2102.631599 = -5835303.718446 nChanged 12 SP:Iteration 100F (15262.770104 sec): 3 clusters Score: Raw -5837407.323485 + Penalty 2102.631599 = -5835304.691886 nChanged 14 SP:Iteration 101Q (15262.843308 sec): 3 clusters Score: Raw -5837408.245647 + Penalty 2102.631599 = -5835305.614048 nChanged 11 SP:Iteration 102Q (15262.916549 sec): 3 clusters Score: Raw -5837409.158679 + Penalty 2102.631599 = -5835306.527080 nChanged 11 SP:Iteration 103Q (15262.989955 sec): 3 clusters Score: Raw -5837410.308444 + Penalty 2102.631599 = -5835307.676845 nChanged 12 SP:Iteration 104Q (15263.063260 sec): 3 clusters Score: Raw -5837411.247075 + Penalty 2102.631599 = -5835308.615476 nChanged 13 SP:Iteration 105Q (15263.136473 sec): 3 clusters Score: Raw -5837412.414618 + Penalty 2102.631599 = -5835309.783019 nChanged 18 SP:Iteration 106Q (15263.209817 sec): 3 clusters Score: Raw -5837413.952093 + Penalty 2102.631599 = -5835311.320494 nChanged 16 SP:Iteration 107Q (15263.283275 sec): 3 clusters Score: Raw -5837415.350016 + Penalty 2102.631599 = -5835312.718417 nChanged 12 SP:Iteration 108Q (15263.356553 sec): 3 clusters Score: Raw -5837416.331379 + Penalty 2102.631599 = -5835313.699780 nChanged 10 SP:Iteration 109Q (15263.429627 sec): 3 clusters Score: Raw -5837417.221808 + Penalty 2102.631599 = -5835314.590209 nChanged 14 SP:Iteration 110Q (15263.502656 sec): 3 clusters Score: Raw -5837418.927872 + Penalty 2102.631599 = -5835316.296273 nChanged 15 SP:Iteration 111Q (15263.575791 sec): 3 clusters Score: Raw -5837420.613621 + Penalty 2102.631599 = -5835317.982022 nChanged 14 SP:Iteration 112Q (15263.649044 sec): 3 clusters Score: Raw -5837421.738974 + Penalty 2102.631599 = -5835319.107375 nChanged 18 SP:Iteration 113Q (15263.722225 sec): 3 clusters Score: Raw -5837424.100484 + Penalty 2102.631599 = -5835321.468885 nChanged 21 SP:Iteration 114Q (15263.795383 sec): 3 clusters Score: Raw -5837426.514535 + Penalty 2102.631599 = -5835323.882936 nChanged 19 SP:Iteration 115Q (15263.868662 sec): 3 clusters Score: Raw -5837428.156844 + Penalty 2102.631599 = -5835325.525245 nChanged 14 SP:Iteration 116Q (15263.941919 sec): 3 clusters Score: Raw -5837429.227494 + Penalty 2102.631599 = -5835326.595895 nChanged 13 SP:Iteration 117Q (15264.014997 sec): 3 clusters Score: Raw -5837430.170903 + Penalty 2102.631599 = -5835327.539304 nChanged 11 SP:Iteration 118Q (15264.088116 sec): 3 clusters Score: Raw -5837430.876046 + Penalty 2102.631599 = -5835328.244447 nChanged 8 SP:Iteration 119Q (15264.161398 sec): 3 clusters Score: Raw -5837431.563587 + Penalty 2102.631599 = -5835328.931988 nChanged 11 SP:Iteration 120F (15264.247916 sec): 3 clusters Score: Raw -5837432.355857 + Penalty 2102.631599 = -5835329.724258 nChanged 10 SP:Iteration 121Q (15264.321174 sec): 3 clusters Score: Raw -5837433.184385 + Penalty 2102.631599 = -5835330.552786 nChanged 12 SP:Iteration 122Q (15264.394341 sec): 3 clusters Score: Raw -5837434.378096 + Penalty 2102.631599 = -5835331.746497 nChanged 13 SP:Iteration 123Q (15264.467550 sec): 3 clusters Score: Raw -5837435.614739 + Penalty 2102.631599 = -5835332.983140 nChanged 11 SP:Iteration 124Q (15264.540832 sec): 3 clusters Score: Raw -5837436.612046 + Penalty 2102.631599 = -5835333.980447 nChanged 13 SP:Iteration 125Q (15264.613953 sec): 3 clusters Score: Raw -5837437.318491 + Penalty 2102.631599 = -5835334.686892 nChanged 8 SP:Iteration 126Q (15264.687226 sec): 3 clusters Score: Raw -5837437.980908 + Penalty 2102.631599 = -5835335.349308 nChanged 9 SP:Iteration 127Q (15264.760481 sec): 3 clusters Score: Raw -5837438.575831 + Penalty 2102.631599 = -5835335.944232 nChanged 10 SP:Iteration 128Q (15264.833756 sec): 3 clusters Score: Raw -5837439.481624 + Penalty 2102.631599 = -5835336.850025 nChanged 13 SP:Iteration 129Q (15264.907118 sec): 3 clusters Score: Raw -5837440.559360 + Penalty 2102.631599 = -5835337.927761 nChanged 10 SP:Iteration 130Q (15264.980288 sec): 3 clusters Score: Raw -5837441.134252 + Penalty 2102.631599 = -5835338.502653 nChanged 5 SP:Iteration 131Q (15265.053656 sec): 3 clusters Score: Raw -5837441.457101 + Penalty 2102.631599 = -5835338.825502 nChanged 5 SP:Iteration 132Q (15265.126835 sec): 3 clusters Score: Raw -5837441.839450 + Penalty 2102.631599 = -5835339.207851 nChanged 5 SP:Iteration 133Q (15265.200027 sec): 3 clusters Score: Raw -5837442.122139 + Penalty 2102.631599 = -5835339.490540 nChanged 2 SP:Iteration 134Q (15265.272289 sec): 3 clusters Score: Raw -5837442.299886 + Penalty 2102.631599 = -5835339.668287 nChanged 2 SP:Iteration 135Q (15265.350208 sec): 3 clusters Score: Raw -5837442.431788 + Penalty 2102.631599 = -5835339.800189 nChanged 4 SP:Iteration 136Q (15265.423683 sec): 3 clusters Score: Raw -5837442.691178 + Penalty 2102.631599 = -5835340.059579 nChanged 4 SP:Iteration 137Q (15265.496988 sec): 3 clusters Score: Raw -5837443.000968 + Penalty 2102.631599 = -5835340.369369 nChanged 4 SP:Iteration 138Q (15265.570027 sec): 3 clusters Score: Raw -5837443.167439 + Penalty 2102.631599 = -5835340.535840 nChanged 3 SP:Iteration 139Q (15265.643139 sec): 3 clusters Score: Raw -5837443.304348 + Penalty 2102.631599 = -5835340.672749 nChanged 1 SP:Iteration 140F (15265.729638 sec): 3 clusters Score: Raw -5837443.372862 + Penalty 2102.631599 = -5835340.741263 nChanged 5 SP:Iteration 141Q (15265.802982 sec): 3 clusters Score: Raw -5837443.831314 + Penalty 2102.631599 = -5835341.199715 nChanged 4 SP:Iteration 142Q (15265.876253 sec): 3 clusters Score: Raw -5837444.293180 + Penalty 2102.631599 = -5835341.661581 nChanged 6 SP:Iteration 143Q (15265.949025 sec): 3 clusters Score: Raw -5837444.767963 + Penalty 2102.631599 = -5835342.136364 nChanged 3 SP:Iteration 144Q (15266.022305 sec): 3 clusters Score: Raw -5837444.862710 + Penalty 2102.631599 = -5835342.231111 nChanged 1 SP:Iteration 145Q (15266.095273 sec): 3 clusters Score: Raw -5837444.933309 + Penalty 2102.631599 = -5835342.301710 nChanged 2 SP:Iteration 146Q (15266.168220 sec): 3 clusters Score: Raw -5837445.065797 + Penalty 2102.631599 = -5835342.434198 nChanged 1 SP:Iteration 147Q (15266.241456 sec): 3 clusters Score: Raw -5837445.182700 + Penalty 2102.631599 = -5835342.551101 nChanged 1 SP:Iteration 148Q (15266.314613 sec): 3 clusters Score: Raw -5837445.365295 + Penalty 2102.631599 = -5835342.733696 nChanged 2 SP:Iteration 149Q (15266.387993 sec): 3 clusters Score: Raw -5837445.476424 + Penalty 2102.631599 = -5835342.844825 nChanged 0 SP:Iteration 150F (15266.474625 sec): 3 clusters Score: Raw -5837445.476424 + Penalty 2102.631599 = -5835342.844825 nChanged 0 Trying to split cluster 12 (2541 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15266.481864 sec): 2 clusters Score: Raw -238267.114567 + Penalty 744.829733 = -237522.284834 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15266.492078 sec): 3 clusters Score: Raw -236967.918850 + Penalty 1489.659467 = -235478.259384 nChanged 1047 SP:Iteration 1F (15266.501567 sec): 3 clusters Score: Raw -237600.223614 + Penalty 1489.659467 = -236110.564148 nChanged 194 SP:Iteration 2F (15266.510924 sec): 3 clusters Score: Raw -237724.202211 + Penalty 1489.659467 = -236234.542744 nChanged 140 SP:Iteration 3F (15266.520290 sec): 3 clusters Score: Raw -237808.434806 + Penalty 1489.659467 = -236318.775339 nChanged 127 SP:Iteration 4Q (15266.529693 sec): 3 clusters Score: Raw -237888.975786 + Penalty 1489.659467 = -236399.316319 nChanged 117 SP:Iteration 5Q (15266.539007 sec): 3 clusters Score: Raw -237960.765306 + Penalty 1489.659467 = -236471.105839 nChanged 110 SP:Iteration 6Q (15266.548265 sec): 3 clusters Score: Raw -238034.153764 + Penalty 1489.659467 = -236544.494297 nChanged 97 SP:Iteration 7Q (15266.557514 sec): 3 clusters Score: Raw -238100.993847 + Penalty 1489.659467 = -236611.334380 nChanged 94 SP:Iteration 8Q (15266.566720 sec): 3 clusters Score: Raw -238165.487843 + Penalty 1489.659467 = -236675.828376 nChanged 78 SP:Iteration 9Q (15266.576045 sec): 3 clusters Score: Raw -238221.860532 + Penalty 1489.659467 = -236732.201065 nChanged 69 SP:Iteration 10Q (15266.585237 sec): 3 clusters Score: Raw -238272.110479 + Penalty 1489.659467 = -236782.451012 nChanged 44 SP:Iteration 11Q (15266.594516 sec): 3 clusters Score: Raw -238302.077481 + Penalty 1489.659467 = -236812.418014 nChanged 31 SP:Iteration 12Q (15266.603761 sec): 3 clusters Score: Raw -238324.041634 + Penalty 1489.659467 = -236834.382167 nChanged 22 SP:Iteration 13Q (15266.612835 sec): 3 clusters Score: Raw -238342.981990 + Penalty 1489.659467 = -236853.322523 nChanged 22 SP:Iteration 14Q (15266.621894 sec): 3 clusters Score: Raw -238358.235399 + Penalty 1489.659467 = -236868.575932 nChanged 21 SP:Iteration 15Q (15266.631039 sec): 3 clusters Score: Raw -238373.719043 + Penalty 1489.659467 = -236884.059576 nChanged 18 SP:Iteration 16Q (15266.640175 sec): 3 clusters Score: Raw -238394.601558 + Penalty 1489.659467 = -236904.942091 nChanged 22 SP:Iteration 17Q (15266.649258 sec): 3 clusters Score: Raw -238417.721478 + Penalty 1489.659467 = -236928.062011 nChanged 15 SP:Iteration 18Q (15266.658320 sec): 3 clusters Score: Raw -238427.637303 + Penalty 1489.659467 = -236937.977836 nChanged 9 SP:Iteration 19Q (15266.667342 sec): 3 clusters Score: Raw -238434.508768 + Penalty 1489.659467 = -236944.849301 nChanged 7 SP:Iteration 20F (15266.676730 sec): 3 clusters Score: Raw -238441.248896 + Penalty 1489.659467 = -236951.589429 nChanged 7 SP:Iteration 21Q (15266.685751 sec): 3 clusters Score: Raw -238447.768671 + Penalty 1489.659467 = -236958.109204 nChanged 2 SP:Iteration 22Q (15266.694755 sec): 3 clusters Score: Raw -238449.473592 + Penalty 1489.659467 = -236959.814125 nChanged 2 SP:Iteration 23Q (15266.703711 sec): 3 clusters Score: Raw -238450.048512 + Penalty 1489.659467 = -236960.389046 nChanged 1 SP:Iteration 24Q (15266.712658 sec): 3 clusters Score: Raw -238451.650997 + Penalty 1489.659467 = -236961.991530 nChanged 1 SP:Iteration 25Q (15266.721513 sec): 3 clusters Score: Raw -238453.177739 + Penalty 1489.659467 = -236963.518272 nChanged 2 SP:Iteration 26Q (15266.730357 sec): 3 clusters Score: Raw -238454.179093 + Penalty 1489.659467 = -236964.519626 nChanged 0 SP:Iteration 27F (15266.739767 sec): 3 clusters Score: Raw -238454.179093 + Penalty 1489.659467 = -236964.519626 nChanged 0 Trying to split cluster 13 (33628 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15266.786951 sec): 2 clusters Score: Raw -3227636.134616 + Penalty 990.195862 = -3226645.938754 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15266.841746 sec): 3 clusters Score: Raw -3206129.428507 + Penalty 1980.391723 = -3204149.036784 nChanged 15862 SP:Iteration 1F (15266.893109 sec): 3 clusters Score: Raw -3215265.773085 + Penalty 1980.391723 = -3213285.381362 nChanged 1416 SP:Iteration 2Q (15266.945592 sec): 3 clusters Score: Raw -3215740.879250 + Penalty 1980.391723 = -3213760.487527 nChanged 1485 SP:Iteration 3Q (15266.997545 sec): 3 clusters Score: Raw -3216277.111672 + Penalty 1980.391723 = -3214296.719948 nChanged 1506 SP:Iteration 4Q (15267.049696 sec): 3 clusters Score: Raw -3216905.862942 + Penalty 1980.391723 = -3214925.471219 nChanged 1596 SP:Iteration 5Q (15267.101552 sec): 3 clusters Score: Raw -3217688.558200 + Penalty 1980.391723 = -3215708.166477 nChanged 1713 SP:Iteration 6F (15267.152297 sec): 3 clusters Score: Raw -3218652.454261 + Penalty 1980.391723 = -3216672.062538 nChanged 1861 SP:Iteration 7F (15267.203548 sec): 3 clusters Score: Raw -3219796.852258 + Penalty 1980.391723 = -3217816.460535 nChanged 1798 SP:Iteration 8F (15267.254833 sec): 3 clusters Score: Raw -3220891.485013 + Penalty 1980.391723 = -3218911.093290 nChanged 1445 SP:Iteration 9Q (15267.306848 sec): 3 clusters Score: Raw -3221579.738995 + Penalty 1980.391723 = -3219599.347272 nChanged 1051 SP:Iteration 10Q (15267.357870 sec): 3 clusters Score: Raw -3221867.765702 + Penalty 1980.391723 = -3219887.373979 nChanged 579 SP:Iteration 11Q (15267.408396 sec): 3 clusters Score: Raw -3221959.739392 + Penalty 1980.391723 = -3219979.347669 nChanged 337 SP:Iteration 12Q (15267.458739 sec): 3 clusters Score: Raw -3222002.777040 + Penalty 1980.391723 = -3220022.385316 nChanged 255 SP:Iteration 13Q (15267.509211 sec): 3 clusters Score: Raw -3222034.787136 + Penalty 1980.391723 = -3220054.395413 nChanged 200 SP:Iteration 14Q (15267.559816 sec): 3 clusters Score: Raw -3222060.049467 + Penalty 1980.391723 = -3220079.657743 nChanged 198 SP:Iteration 15Q (15267.610302 sec): 3 clusters Score: Raw -3222080.938482 + Penalty 1980.391723 = -3220100.546759 nChanged 176 SP:Iteration 16Q (15267.660680 sec): 3 clusters Score: Raw -3222099.109340 + Penalty 1980.391723 = -3220118.717617 nChanged 165 SP:Iteration 17Q (15267.711197 sec): 3 clusters Score: Raw -3222117.473816 + Penalty 1980.391723 = -3220137.082093 nChanged 191 SP:Iteration 18Q (15267.761630 sec): 3 clusters Score: Raw -3222141.929678 + Penalty 1980.391723 = -3220161.537955 nChanged 197 SP:Iteration 19Q (15267.811955 sec): 3 clusters Score: Raw -3222166.330161 + Penalty 1980.391723 = -3220185.938438 nChanged 185 SP:Iteration 20F (15267.862677 sec): 3 clusters Score: Raw -3222188.254844 + Penalty 1980.391723 = -3220207.863121 nChanged 186 SP:Iteration 21Q (15267.913983 sec): 3 clusters Score: Raw -3222210.158512 + Penalty 1980.391723 = -3220229.766789 nChanged 182 SP:Iteration 22Q (15267.965222 sec): 3 clusters Score: Raw -3222233.045823 + Penalty 1980.391723 = -3220252.654100 nChanged 184 SP:Iteration 23Q (15268.016869 sec): 3 clusters Score: Raw -3222253.540893 + Penalty 1980.391723 = -3220273.149170 nChanged 180 SP:Iteration 24Q (15268.074814 sec): 3 clusters Score: Raw -3222276.106428 + Penalty 1980.391723 = -3220295.714705 nChanged 205 SP:Iteration 25Q (15268.125685 sec): 3 clusters Score: Raw -3222302.373617 + Penalty 1980.391723 = -3220321.981894 nChanged 221 SP:Iteration 26Q (15268.176771 sec): 3 clusters Score: Raw -3222332.151650 + Penalty 1980.391723 = -3220351.759927 nChanged 217 SP:Iteration 27Q (15268.226624 sec): 3 clusters Score: Raw -3222364.071130 + Penalty 1980.391723 = -3220383.679407 nChanged 220 SP:Iteration 28Q (15268.277059 sec): 3 clusters Score: Raw -3222396.533576 + Penalty 1980.391723 = -3220416.141853 nChanged 225 SP:Iteration 29Q (15268.327545 sec): 3 clusters Score: Raw -3222428.639642 + Penalty 1980.391723 = -3220448.247919 nChanged 222 SP:Iteration 30Q (15268.377513 sec): 3 clusters Score: Raw -3222460.537969 + Penalty 1980.391723 = -3220480.146246 nChanged 246 SP:Iteration 31Q (15268.428136 sec): 3 clusters Score: Raw -3222494.608591 + Penalty 1980.391723 = -3220514.216868 nChanged 224 SP:Iteration 32Q (15268.478239 sec): 3 clusters Score: Raw -3222523.598387 + Penalty 1980.391723 = -3220543.206664 nChanged 224 SP:Iteration 33Q (15268.528313 sec): 3 clusters Score: Raw -3222554.845233 + Penalty 1980.391723 = -3220574.453510 nChanged 221 SP:Iteration 34Q (15268.578729 sec): 3 clusters Score: Raw -3222584.808713 + Penalty 1980.391723 = -3220604.416990 nChanged 226 SP:Iteration 35Q (15268.628866 sec): 3 clusters Score: Raw -3222619.254758 + Penalty 1980.391723 = -3220638.863035 nChanged 245 SP:Iteration 36Q (15268.679029 sec): 3 clusters Score: Raw -3222658.351193 + Penalty 1980.391723 = -3220677.959470 nChanged 265 SP:Iteration 37Q (15268.729502 sec): 3 clusters Score: Raw -3222703.260536 + Penalty 1980.391723 = -3220722.868813 nChanged 273 SP:Iteration 38Q (15268.779485 sec): 3 clusters Score: Raw -3222748.835681 + Penalty 1980.391723 = -3220768.443957 nChanged 282 SP:Iteration 39Q (15268.829385 sec): 3 clusters Score: Raw -3222801.006656 + Penalty 1980.391723 = -3220820.614933 nChanged 320 SP:Iteration 40F (15268.880294 sec): 3 clusters Score: Raw -3222866.234371 + Penalty 1980.391723 = -3220885.842648 nChanged 297 SP:Iteration 41Q (15268.931279 sec): 3 clusters Score: Raw -3222925.041321 + Penalty 1980.391723 = -3220944.649598 nChanged 307 SP:Iteration 42Q (15268.981490 sec): 3 clusters Score: Raw -3222979.117019 + Penalty 1980.391723 = -3220998.725296 nChanged 310 SP:Iteration 43Q (15269.031554 sec): 3 clusters Score: Raw -3223034.792892 + Penalty 1980.391723 = -3221054.401168 nChanged 310 SP:Iteration 44Q (15269.081791 sec): 3 clusters Score: Raw -3223094.960292 + Penalty 1980.391723 = -3221114.568568 nChanged 302 SP:Iteration 45Q (15269.131974 sec): 3 clusters Score: Raw -3223154.416312 + Penalty 1980.391723 = -3221174.024589 nChanged 313 SP:Iteration 46Q (15269.182279 sec): 3 clusters Score: Raw -3223214.809390 + Penalty 1980.391723 = -3221234.417666 nChanged 312 SP:Iteration 47Q (15269.232670 sec): 3 clusters Score: Raw -3223272.609638 + Penalty 1980.391723 = -3221292.217914 nChanged 300 SP:Iteration 48Q (15269.282740 sec): 3 clusters Score: Raw -3223321.255720 + Penalty 1980.391723 = -3221340.863997 nChanged 258 SP:Iteration 49Q (15269.332776 sec): 3 clusters Score: Raw -3223367.155121 + Penalty 1980.391723 = -3221386.763397 nChanged 285 SP:Iteration 50Q (15269.382493 sec): 3 clusters Score: Raw -3223418.101475 + Penalty 1980.391723 = -3221437.709752 nChanged 287 SP:Iteration 51Q (15269.432442 sec): 3 clusters Score: Raw -3223463.842621 + Penalty 1980.391723 = -3221483.450898 nChanged 289 SP:Iteration 52Q (15269.483283 sec): 3 clusters Score: Raw -3223515.027758 + Penalty 1980.391723 = -3221534.636035 nChanged 298 SP:Iteration 53Q (15269.532821 sec): 3 clusters Score: Raw -3223571.851994 + Penalty 1980.391723 = -3221591.460271 nChanged 299 SP:Iteration 54Q (15269.583963 sec): 3 clusters Score: Raw -3223626.919236 + Penalty 1980.391723 = -3221646.527513 nChanged 284 SP:Iteration 55Q (15269.634528 sec): 3 clusters Score: Raw -3223678.450217 + Penalty 1980.391723 = -3221698.058493 nChanged 295 SP:Iteration 56Q (15269.684645 sec): 3 clusters Score: Raw -3223730.040243 + Penalty 1980.391723 = -3221749.648520 nChanged 278 SP:Iteration 57Q (15269.734251 sec): 3 clusters Score: Raw -3223778.328120 + Penalty 1980.391723 = -3221797.936397 nChanged 281 SP:Iteration 58Q (15269.783830 sec): 3 clusters Score: Raw -3223828.775049 + Penalty 1980.391723 = -3221848.383326 nChanged 293 SP:Iteration 59Q (15269.833376 sec): 3 clusters Score: Raw -3223881.846631 + Penalty 1980.391723 = -3221901.454908 nChanged 299 SP:Iteration 60F (15269.884208 sec): 3 clusters Score: Raw -3223938.094476 + Penalty 1980.391723 = -3221957.702753 nChanged 286 SP:Iteration 61Q (15269.934823 sec): 3 clusters Score: Raw -3223995.828186 + Penalty 1980.391723 = -3222015.436463 nChanged 291 SP:Iteration 62Q (15269.984656 sec): 3 clusters Score: Raw -3224059.535183 + Penalty 1980.391723 = -3222079.143460 nChanged 293 SP:Iteration 63Q (15270.035237 sec): 3 clusters Score: Raw -3224123.026492 + Penalty 1980.391723 = -3222142.634769 nChanged 306 SP:Iteration 64Q (15270.084654 sec): 3 clusters Score: Raw -3224181.492824 + Penalty 1980.391723 = -3222201.101101 nChanged 284 SP:Iteration 65Q (15270.134542 sec): 3 clusters Score: Raw -3224231.546700 + Penalty 1980.391723 = -3222251.154976 nChanged 280 SP:Iteration 66Q (15270.184538 sec): 3 clusters Score: Raw -3224275.985771 + Penalty 1980.391723 = -3222295.594048 nChanged 236 SP:Iteration 67Q (15270.234295 sec): 3 clusters Score: Raw -3224309.095896 + Penalty 1980.391723 = -3222328.704173 nChanged 212 SP:Iteration 68Q (15270.284312 sec): 3 clusters Score: Raw -3224339.291465 + Penalty 1980.391723 = -3222358.899742 nChanged 205 SP:Iteration 69Q (15270.333797 sec): 3 clusters Score: Raw -3224369.477326 + Penalty 1980.391723 = -3222389.085603 nChanged 204 SP:Iteration 70Q (15270.383623 sec): 3 clusters Score: Raw -3224400.191022 + Penalty 1980.391723 = -3222419.799299 nChanged 208 SP:Iteration 71Q (15270.433119 sec): 3 clusters Score: Raw -3224428.598811 + Penalty 1980.391723 = -3222448.207088 nChanged 182 SP:Iteration 72Q (15270.482881 sec): 3 clusters Score: Raw -3224451.174717 + Penalty 1980.391723 = -3222470.782994 nChanged 171 SP:Iteration 73Q (15270.532539 sec): 3 clusters Score: Raw -3224472.774645 + Penalty 1980.391723 = -3222492.382922 nChanged 181 SP:Iteration 74Q (15270.581823 sec): 3 clusters Score: Raw -3224498.380386 + Penalty 1980.391723 = -3222517.988663 nChanged 173 SP:Iteration 75Q (15270.631360 sec): 3 clusters Score: Raw -3224523.455186 + Penalty 1980.391723 = -3222543.063463 nChanged 169 SP:Iteration 76Q (15270.680994 sec): 3 clusters Score: Raw -3224546.347120 + Penalty 1980.391723 = -3222565.955396 nChanged 178 SP:Iteration 77Q (15270.730206 sec): 3 clusters Score: Raw -3224567.856051 + Penalty 1980.391723 = -3222587.464328 nChanged 157 SP:Iteration 78Q (15270.779483 sec): 3 clusters Score: Raw -3224586.569298 + Penalty 1980.391723 = -3222606.177575 nChanged 173 SP:Iteration 79Q (15270.828613 sec): 3 clusters Score: Raw -3224606.970479 + Penalty 1980.391723 = -3222626.578756 nChanged 177 SP:Iteration 80F (15270.879560 sec): 3 clusters Score: Raw -3224628.818387 + Penalty 1980.391723 = -3222648.426663 nChanged 162 SP:Iteration 81Q (15270.929651 sec): 3 clusters Score: Raw -3224648.927560 + Penalty 1980.391723 = -3222668.535836 nChanged 160 SP:Iteration 82Q (15270.979232 sec): 3 clusters Score: Raw -3224672.135310 + Penalty 1980.391723 = -3222691.743587 nChanged 184 SP:Iteration 83Q (15271.028940 sec): 3 clusters Score: Raw -3224699.487052 + Penalty 1980.391723 = -3222719.095329 nChanged 186 SP:Iteration 84Q (15271.078488 sec): 3 clusters Score: Raw -3224725.676442 + Penalty 1980.391723 = -3222745.284719 nChanged 177 SP:Iteration 85Q (15271.127644 sec): 3 clusters Score: Raw -3224748.655465 + Penalty 1980.391723 = -3222768.263742 nChanged 172 SP:Iteration 86Q (15271.176898 sec): 3 clusters Score: Raw -3224771.398586 + Penalty 1980.391723 = -3222791.006863 nChanged 173 SP:Iteration 87Q (15271.226005 sec): 3 clusters Score: Raw -3224793.762180 + Penalty 1980.391723 = -3222813.370457 nChanged 164 SP:Iteration 88Q (15271.275308 sec): 3 clusters Score: Raw -3224813.152022 + Penalty 1980.391723 = -3222832.760299 nChanged 144 SP:Iteration 89Q (15271.324641 sec): 3 clusters Score: Raw -3224830.373146 + Penalty 1980.391723 = -3222849.981423 nChanged 135 SP:Iteration 90Q (15271.373708 sec): 3 clusters Score: Raw -3224847.487599 + Penalty 1980.391723 = -3222867.095876 nChanged 145 SP:Iteration 91Q (15271.422664 sec): 3 clusters Score: Raw -3224863.287378 + Penalty 1980.391723 = -3222882.895655 nChanged 133 SP:Iteration 92Q (15271.471513 sec): 3 clusters Score: Raw -3224879.450223 + Penalty 1980.391723 = -3222899.058500 nChanged 138 SP:Iteration 93Q (15271.520241 sec): 3 clusters Score: Raw -3224898.547411 + Penalty 1980.391723 = -3222918.155688 nChanged 144 SP:Iteration 94Q (15271.568805 sec): 3 clusters Score: Raw -3224918.616059 + Penalty 1980.391723 = -3222938.224335 nChanged 144 SP:Iteration 95Q (15271.617666 sec): 3 clusters Score: Raw -3224937.894621 + Penalty 1980.391723 = -3222957.502897 nChanged 158 SP:Iteration 96Q (15271.666168 sec): 3 clusters Score: Raw -3224958.457555 + Penalty 1980.391723 = -3222978.065832 nChanged 184 SP:Iteration 97Q (15271.714696 sec): 3 clusters Score: Raw -3224985.815248 + Penalty 1980.391723 = -3223005.423525 nChanged 198 SP:Iteration 98Q (15271.763097 sec): 3 clusters Score: Raw -3225018.048064 + Penalty 1980.391723 = -3223037.656340 nChanged 210 SP:Iteration 99Q (15271.811480 sec): 3 clusters Score: Raw -3225053.632026 + Penalty 1980.391723 = -3223073.240303 nChanged 228 SP:Iteration 100F (15271.862374 sec): 3 clusters Score: Raw -3225099.998076 + Penalty 1980.391723 = -3223119.606353 nChanged 246 SP:Iteration 101Q (15271.911370 sec): 3 clusters Score: Raw -3225148.658427 + Penalty 1980.391723 = -3223168.266704 nChanged 227 SP:Iteration 102Q (15271.959790 sec): 3 clusters Score: Raw -3225195.110864 + Penalty 1980.391723 = -3223214.719141 nChanged 236 SP:Iteration 103Q (15272.008413 sec): 3 clusters Score: Raw -3225241.224278 + Penalty 1980.391723 = -3223260.832555 nChanged 220 SP:Iteration 104Q (15272.056703 sec): 3 clusters Score: Raw -3225286.161808 + Penalty 1980.391723 = -3223305.770084 nChanged 216 SP:Iteration 105Q (15272.104798 sec): 3 clusters Score: Raw -3225328.598892 + Penalty 1980.391723 = -3223348.207169 nChanged 216 SP:Iteration 106Q (15272.153107 sec): 3 clusters Score: Raw -3225373.326392 + Penalty 1980.391723 = -3223392.934669 nChanged 233 SP:Iteration 107Q (15272.201318 sec): 3 clusters Score: Raw -3225421.620525 + Penalty 1980.391723 = -3223441.228802 nChanged 225 SP:Iteration 108Q (15272.249387 sec): 3 clusters Score: Raw -3225466.508780 + Penalty 1980.391723 = -3223486.117056 nChanged 233 SP:Iteration 109Q (15272.297159 sec): 3 clusters Score: Raw -3225513.301789 + Penalty 1980.391723 = -3223532.910066 nChanged 245 SP:Iteration 110Q (15272.344758 sec): 3 clusters Score: Raw -3225565.207361 + Penalty 1980.391723 = -3223584.815637 nChanged 255 SP:Iteration 111Q (15272.392473 sec): 3 clusters Score: Raw -3225617.845711 + Penalty 1980.391723 = -3223637.453988 nChanged 264 SP:Iteration 112Q (15272.440041 sec): 3 clusters Score: Raw -3225677.611725 + Penalty 1980.391723 = -3223697.220002 nChanged 242 SP:Iteration 113Q (15272.487298 sec): 3 clusters Score: Raw -3225729.762645 + Penalty 1980.391723 = -3223749.370921 nChanged 243 SP:Iteration 114Q (15272.534540 sec): 3 clusters Score: Raw -3225780.006650 + Penalty 1980.391723 = -3223799.614927 nChanged 247 SP:Iteration 115Q (15272.581436 sec): 3 clusters Score: Raw -3225834.385896 + Penalty 1980.391723 = -3223853.994173 nChanged 259 SP:Iteration 116Q (15272.628306 sec): 3 clusters Score: Raw -3225892.939509 + Penalty 1980.391723 = -3223912.547785 nChanged 271 SP:Iteration 117Q (15272.675251 sec): 3 clusters Score: Raw -3225957.513325 + Penalty 1980.391723 = -3223977.121602 nChanged 277 SP:Iteration 118Q (15272.721873 sec): 3 clusters Score: Raw -3226021.763861 + Penalty 1980.391723 = -3224041.372137 nChanged 283 SP:Iteration 119Q (15272.768080 sec): 3 clusters Score: Raw -3226093.095353 + Penalty 1980.391723 = -3224112.703630 nChanged 297 SP:Iteration 120F (15272.819167 sec): 3 clusters Score: Raw -3226172.353820 + Penalty 1980.391723 = -3224191.962097 nChanged 296 SP:Iteration 121Q (15272.865813 sec): 3 clusters Score: Raw -3226252.055818 + Penalty 1980.391723 = -3224271.664095 nChanged 279 SP:Iteration 122Q (15272.911875 sec): 3 clusters Score: Raw -3226331.612621 + Penalty 1980.391723 = -3224351.220898 nChanged 288 SP:Iteration 123Q (15272.957795 sec): 3 clusters Score: Raw -3226416.243044 + Penalty 1980.391723 = -3224435.851320 nChanged 270 SP:Iteration 124Q (15273.003338 sec): 3 clusters Score: Raw -3226490.280487 + Penalty 1980.391723 = -3224509.888764 nChanged 259 SP:Iteration 125Q (15273.048843 sec): 3 clusters Score: Raw -3226564.260042 + Penalty 1980.391723 = -3224583.868319 nChanged 233 SP:Iteration 126Q (15273.094347 sec): 3 clusters Score: Raw -3226637.696307 + Penalty 1980.391723 = -3224657.304583 nChanged 230 SP:Iteration 127Q (15273.139536 sec): 3 clusters Score: Raw -3226707.636607 + Penalty 1980.391723 = -3224727.244884 nChanged 212 SP:Iteration 128Q (15273.184667 sec): 3 clusters Score: Raw -3226776.731796 + Penalty 1980.391723 = -3224796.340073 nChanged 223 SP:Iteration 129Q (15273.229776 sec): 3 clusters Score: Raw -3226843.116556 + Penalty 1980.391723 = -3224862.724833 nChanged 195 SP:Iteration 130Q (15273.274592 sec): 3 clusters Score: Raw -3226902.216023 + Penalty 1980.391723 = -3224921.824300 nChanged 198 SP:Iteration 131Q (15273.319288 sec): 3 clusters Score: Raw -3226968.688783 + Penalty 1980.391723 = -3224988.297060 nChanged 199 SP:Iteration 132Q (15273.364073 sec): 3 clusters Score: Raw -3227035.746875 + Penalty 1980.391723 = -3225055.355152 nChanged 197 SP:Iteration 133Q (15273.408550 sec): 3 clusters Score: Raw -3227105.781432 + Penalty 1980.391723 = -3225125.389709 nChanged 205 SP:Iteration 134Q (15273.452604 sec): 3 clusters Score: Raw -3227178.809059 + Penalty 1980.391723 = -3225198.417336 nChanged 187 SP:Iteration 135Q (15273.496897 sec): 3 clusters Score: Raw -3227249.230901 + Penalty 1980.391723 = -3225268.839178 nChanged 177 SP:Iteration 136Q (15273.540979 sec): 3 clusters Score: Raw -3227308.499913 + Penalty 1980.391723 = -3225328.108190 nChanged 156 SP:Iteration 137Q (15273.584795 sec): 3 clusters Score: Raw -3227369.748138 + Penalty 1980.391723 = -3225389.356415 nChanged 183 SP:Iteration 138Q (15273.628702 sec): 3 clusters Score: Raw -3227453.343928 + Penalty 1980.391723 = -3225472.952205 nChanged 181 SP:Iteration 139Q (15273.672550 sec): 3 clusters Score: Raw -3227535.283722 + Penalty 1980.391723 = -3225554.891998 nChanged 166 SP:Iteration 140F (15273.741532 sec): 3 clusters Score: Raw -3227608.746377 + Penalty 1980.391723 = -3225628.354654 nChanged 141 SP:Iteration 141Q (15273.812198 sec): 3 clusters Score: Raw -3227679.705904 + Penalty 1980.391723 = -3225699.314180 nChanged 141 SP:Iteration 142Q (15273.855617 sec): 3 clusters Score: Raw -3227749.230324 + Penalty 1980.391723 = -3225768.838601 nChanged 86 SP:Iteration 143Q (15273.898904 sec): 3 clusters Score: Raw -3227778.370657 + Penalty 1980.391723 = -3225797.978934 nChanged 70 SP:Iteration 144Q (15273.942011 sec): 3 clusters Score: Raw -3227805.906558 + Penalty 1980.391723 = -3225825.514835 nChanged 71 SP:Iteration 145Q (15273.985368 sec): 3 clusters Score: Raw -3227836.699217 + Penalty 1980.391723 = -3225856.307494 nChanged 60 SP:Iteration 146Q (15274.028628 sec): 3 clusters Score: Raw -3227861.006338 + Penalty 1980.391723 = -3225880.614615 nChanged 59 SP:Iteration 147Q (15274.071443 sec): 3 clusters Score: Raw -3227881.403063 + Penalty 1980.391723 = -3225901.011340 nChanged 47 SP:Iteration 148Q (15274.119571 sec): 3 clusters Score: Raw -3227896.575364 + Penalty 1980.391723 = -3225916.183640 nChanged 37 SP:Iteration 149Q (15274.162042 sec): 3 clusters Score: Raw -3227906.405904 + Penalty 1980.391723 = -3225926.014181 nChanged 22 SP:Iteration 150Q (15274.204601 sec): 3 clusters Score: Raw -3227913.041309 + Penalty 1980.391723 = -3225932.649586 nChanged 19 SP:Iteration 151Q (15274.246972 sec): 3 clusters Score: Raw -3227918.944139 + Penalty 1980.391723 = -3225938.552416 nChanged 15 SP:Iteration 152Q (15274.289535 sec): 3 clusters Score: Raw -3227922.764157 + Penalty 1980.391723 = -3225942.372434 nChanged 14 SP:Iteration 153Q (15274.331921 sec): 3 clusters Score: Raw -3227926.360797 + Penalty 1980.391723 = -3225945.969074 nChanged 15 SP:Iteration 154Q (15274.374468 sec): 3 clusters Score: Raw -3227929.663564 + Penalty 1980.391723 = -3225949.271841 nChanged 11 SP:Iteration 155Q (15274.416826 sec): 3 clusters Score: Raw -3227932.252150 + Penalty 1980.391723 = -3225951.860427 nChanged 11 SP:Iteration 156Q (15274.459279 sec): 3 clusters Score: Raw -3227935.046330 + Penalty 1980.391723 = -3225954.654607 nChanged 7 SP:Iteration 157Q (15274.501843 sec): 3 clusters Score: Raw -3227936.329096 + Penalty 1980.391723 = -3225955.937372 nChanged 7 SP:Iteration 158Q (15274.544281 sec): 3 clusters Score: Raw -3227937.715345 + Penalty 1980.391723 = -3225957.323622 nChanged 7 SP:Iteration 159Q (15274.586678 sec): 3 clusters Score: Raw -3227940.294809 + Penalty 1980.391723 = -3225959.903086 nChanged 9 SP:Iteration 160F (15274.637864 sec): 3 clusters Score: Raw -3227942.868361 + Penalty 1980.391723 = -3225962.476638 nChanged 8 SP:Iteration 161Q (15274.680302 sec): 3 clusters Score: Raw -3227944.520869 + Penalty 1980.391723 = -3225964.129146 nChanged 5 SP:Iteration 162Q (15274.722739 sec): 3 clusters Score: Raw -3227945.466976 + Penalty 1980.391723 = -3225965.075253 nChanged 7 SP:Iteration 163Q (15274.765246 sec): 3 clusters Score: Raw -3227947.689198 + Penalty 1980.391723 = -3225967.297474 nChanged 9 SP:Iteration 164Q (15274.807592 sec): 3 clusters Score: Raw -3227950.594868 + Penalty 1980.391723 = -3225970.203145 nChanged 8 SP:Iteration 165Q (15274.850065 sec): 3 clusters Score: Raw -3227952.666362 + Penalty 1980.391723 = -3225972.274638 nChanged 6 SP:Iteration 166Q (15274.892624 sec): 3 clusters Score: Raw -3227954.072563 + Penalty 1980.391723 = -3225973.680840 nChanged 4 SP:Iteration 167Q (15274.934892 sec): 3 clusters Score: Raw -3227954.572637 + Penalty 1980.391723 = -3225974.180913 nChanged 2 SP:Iteration 168Q (15274.977388 sec): 3 clusters Score: Raw -3227954.958609 + Penalty 1980.391723 = -3225974.566886 nChanged 3 SP:Iteration 169Q (15275.019823 sec): 3 clusters Score: Raw -3227955.340111 + Penalty 1980.391723 = -3225974.948388 nChanged 4 SP:Iteration 170Q (15275.062270 sec): 3 clusters Score: Raw -3227955.809649 + Penalty 1980.391723 = -3225975.417926 nChanged 2 SP:Iteration 171Q (15275.104778 sec): 3 clusters Score: Raw -3227956.161139 + Penalty 1980.391723 = -3225975.769416 nChanged 1 SP:Iteration 172Q (15275.147146 sec): 3 clusters Score: Raw -3227956.358549 + Penalty 1980.391723 = -3225975.966826 nChanged 4 SP:Iteration 173Q (15275.189675 sec): 3 clusters Score: Raw -3227956.969516 + Penalty 1980.391723 = -3225976.577793 nChanged 1 SP:Iteration 174Q (15275.232135 sec): 3 clusters Score: Raw -3227957.098678 + Penalty 1980.391723 = -3225976.706955 nChanged 4 SP:Iteration 175Q (15275.274316 sec): 3 clusters Score: Raw -3227957.925719 + Penalty 1980.391723 = -3225977.533996 nChanged 6 SP:Iteration 176Q (15275.316713 sec): 3 clusters Score: Raw -3227958.976720 + Penalty 1980.391723 = -3225978.584997 nChanged 1 SP:Iteration 177Q (15275.359126 sec): 3 clusters Score: Raw -3227959.070819 + Penalty 1980.391723 = -3225978.679096 nChanged 1 SP:Iteration 178Q (15275.401529 sec): 3 clusters Score: Raw -3227959.181561 + Penalty 1980.391723 = -3225978.789838 nChanged 1 SP:Iteration 179Q (15275.443950 sec): 3 clusters Score: Raw -3227959.351162 + Penalty 1980.391723 = -3225978.959439 nChanged 0 SP:Iteration 180F (15275.495033 sec): 3 clusters Score: Raw -3227959.351162 + Penalty 1980.391723 = -3225978.959439 nChanged 0 Trying to split cluster 14 (67091 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15275.567406 sec): 2 clusters Score: Raw -6144399.761663 + Penalty 1055.811493 = -6143343.950170 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15275.663450 sec): 3 clusters Score: Raw -6100521.183353 + Penalty 2111.622985 = -6098409.560368 nChanged 32171 SP:Iteration 1F (15275.755941 sec): 3 clusters Score: Raw -6119959.651723 + Penalty 2111.622985 = -6117848.028738 nChanged 2755 SP:Iteration 2Q (15275.854292 sec): 3 clusters Score: Raw -6120855.108910 + Penalty 2111.622985 = -6118743.485925 nChanged 2881 SP:Iteration 3Q (15275.952726 sec): 3 clusters Score: Raw -6122059.284966 + Penalty 2111.622985 = -6119947.661981 nChanged 3221 SP:Iteration 4Q (15276.050876 sec): 3 clusters Score: Raw -6123892.036128 + Penalty 2111.622985 = -6121780.413143 nChanged 3702 SP:Iteration 5F (15276.143129 sec): 3 clusters Score: Raw -6126563.386531 + Penalty 2111.622985 = -6124451.763546 nChanged 3991 SP:Iteration 6F (15276.235392 sec): 3 clusters Score: Raw -6129933.083641 + Penalty 2111.622985 = -6127821.460656 nChanged 3853 SP:Iteration 7F (15276.327670 sec): 3 clusters Score: Raw -6132936.270598 + Penalty 2111.622985 = -6130824.647613 nChanged 3197 SP:Iteration 8Q (15276.422361 sec): 3 clusters Score: Raw -6134667.357363 + Penalty 2111.622985 = -6132555.734378 nChanged 2238 SP:Iteration 9Q (15276.515362 sec): 3 clusters Score: Raw -6135552.210839 + Penalty 2111.622985 = -6133440.587853 nChanged 1619 SP:Iteration 10Q (15276.607626 sec): 3 clusters Score: Raw -6136088.185277 + Penalty 2111.622985 = -6133976.562292 nChanged 1317 SP:Iteration 11Q (15276.698964 sec): 3 clusters Score: Raw -6136518.421895 + Penalty 2111.622985 = -6134406.798910 nChanged 1237 SP:Iteration 12Q (15276.789706 sec): 3 clusters Score: Raw -6136939.513827 + Penalty 2111.622985 = -6134827.890842 nChanged 1202 SP:Iteration 13Q (15276.879847 sec): 3 clusters Score: Raw -6137343.872775 + Penalty 2111.622985 = -6135232.249790 nChanged 1168 SP:Iteration 14Q (15276.969422 sec): 3 clusters Score: Raw -6137741.891058 + Penalty 2111.622985 = -6135630.268073 nChanged 1247 SP:Iteration 15Q (15277.058433 sec): 3 clusters Score: Raw -6138207.765790 + Penalty 2111.622985 = -6136096.142805 nChanged 1288 SP:Iteration 16Q (15277.146939 sec): 3 clusters Score: Raw -6138718.686616 + Penalty 2111.622985 = -6136607.063631 nChanged 1272 SP:Iteration 17Q (15277.234693 sec): 3 clusters Score: Raw -6139248.554745 + Penalty 2111.622985 = -6137136.931760 nChanged 1268 SP:Iteration 18Q (15277.321589 sec): 3 clusters Score: Raw -6139791.199564 + Penalty 2111.622985 = -6137679.576579 nChanged 1196 SP:Iteration 19Q (15277.407534 sec): 3 clusters Score: Raw -6140336.711797 + Penalty 2111.622985 = -6138225.088812 nChanged 1233 SP:Iteration 20F (15277.499749 sec): 3 clusters Score: Raw -6140926.165199 + Penalty 2111.622985 = -6138814.542214 nChanged 1128 SP:Iteration 21Q (15277.583600 sec): 3 clusters Score: Raw -6141522.299029 + Penalty 2111.622985 = -6139410.676043 nChanged 1096 SP:Iteration 22Q (15277.696119 sec): 3 clusters Score: Raw -6142157.677102 + Penalty 2111.622985 = -6140046.054117 nChanged 1007 SP:Iteration 23Q (15277.777863 sec): 3 clusters Score: Raw -6142775.221031 + Penalty 2111.622985 = -6140663.598045 nChanged 813 SP:Iteration 24Q (15277.858440 sec): 3 clusters Score: Raw -6143288.202282 + Penalty 2111.622985 = -6141176.579297 nChanged 676 SP:Iteration 25Q (15277.937595 sec): 3 clusters Score: Raw -6143740.967828 + Penalty 2111.622985 = -6141629.344842 nChanged 491 SP:Iteration 26Q (15278.015723 sec): 3 clusters Score: Raw -6144072.889883 + Penalty 2111.622985 = -6141961.266898 nChanged 325 SP:Iteration 27Q (15278.093402 sec): 3 clusters Score: Raw -6144296.197209 + Penalty 2111.622985 = -6142184.574223 nChanged 221 SP:Iteration 28Q (15278.170796 sec): 3 clusters Score: Raw -6144449.663810 + Penalty 2111.622985 = -6142338.040825 nChanged 133 SP:Iteration 29Q (15278.247811 sec): 3 clusters Score: Raw -6144535.544767 + Penalty 2111.622985 = -6142423.921781 nChanged 87 SP:Iteration 30Q (15278.324755 sec): 3 clusters Score: Raw -6144582.926782 + Penalty 2111.622985 = -6142471.303797 nChanged 62 SP:Iteration 31Q (15278.401744 sec): 3 clusters Score: Raw -6144621.377248 + Penalty 2111.622985 = -6142509.754263 nChanged 47 SP:Iteration 32Q (15278.478582 sec): 3 clusters Score: Raw -6144654.227337 + Penalty 2111.622985 = -6142542.604352 nChanged 45 SP:Iteration 33Q (15278.555388 sec): 3 clusters Score: Raw -6144674.826845 + Penalty 2111.622985 = -6142563.203860 nChanged 33 SP:Iteration 34Q (15278.632248 sec): 3 clusters Score: Raw -6144691.378436 + Penalty 2111.622985 = -6142579.755451 nChanged 17 SP:Iteration 35Q (15278.708992 sec): 3 clusters Score: Raw -6144696.947303 + Penalty 2111.622985 = -6142585.324317 nChanged 14 SP:Iteration 36Q (15278.785653 sec): 3 clusters Score: Raw -6144702.811361 + Penalty 2111.622985 = -6142591.188375 nChanged 15 SP:Iteration 37Q (15278.862526 sec): 3 clusters Score: Raw -6144708.790640 + Penalty 2111.622985 = -6142597.167655 nChanged 17 SP:Iteration 38Q (15278.939360 sec): 3 clusters Score: Raw -6144716.882163 + Penalty 2111.622985 = -6142605.259177 nChanged 18 SP:Iteration 39Q (15279.016086 sec): 3 clusters Score: Raw -6144722.471573 + Penalty 2111.622985 = -6142610.848588 nChanged 12 SP:Iteration 40F (15279.107423 sec): 3 clusters Score: Raw -6144727.993199 + Penalty 2111.622985 = -6142616.370213 nChanged 15 SP:Iteration 41Q (15279.184151 sec): 3 clusters Score: Raw -6144736.733906 + Penalty 2111.622985 = -6142625.110921 nChanged 16 SP:Iteration 42Q (15279.260944 sec): 3 clusters Score: Raw -6144743.521682 + Penalty 2111.622985 = -6142631.898697 nChanged 11 SP:Iteration 43Q (15279.337706 sec): 3 clusters Score: Raw -6144747.658972 + Penalty 2111.622985 = -6142636.035986 nChanged 11 SP:Iteration 44Q (15279.414454 sec): 3 clusters Score: Raw -6144753.353486 + Penalty 2111.622985 = -6142641.730500 nChanged 8 SP:Iteration 45Q (15279.491351 sec): 3 clusters Score: Raw -6144755.528646 + Penalty 2111.622985 = -6142643.905661 nChanged 6 SP:Iteration 46Q (15279.568063 sec): 3 clusters Score: Raw -6144757.695599 + Penalty 2111.622985 = -6142646.072613 nChanged 8 SP:Iteration 47Q (15279.644821 sec): 3 clusters Score: Raw -6144760.132891 + Penalty 2111.622985 = -6142648.509906 nChanged 7 SP:Iteration 48Q (15279.721442 sec): 3 clusters Score: Raw -6144763.556805 + Penalty 2111.622985 = -6142651.933820 nChanged 8 SP:Iteration 49Q (15279.798211 sec): 3 clusters Score: Raw -6144767.299436 + Penalty 2111.622985 = -6142655.676451 nChanged 15 SP:Iteration 50Q (15279.874954 sec): 3 clusters Score: Raw -6144772.017558 + Penalty 2111.622985 = -6142660.394573 nChanged 6 SP:Iteration 51Q (15279.951637 sec): 3 clusters Score: Raw -6144775.884488 + Penalty 2111.622985 = -6142664.261503 nChanged 7 SP:Iteration 52Q (15280.028623 sec): 3 clusters Score: Raw -6144778.243718 + Penalty 2111.622985 = -6142666.620733 nChanged 5 SP:Iteration 53Q (15280.105390 sec): 3 clusters Score: Raw -6144779.409736 + Penalty 2111.622985 = -6142667.786751 nChanged 3 SP:Iteration 54Q (15280.182273 sec): 3 clusters Score: Raw -6144780.314644 + Penalty 2111.622985 = -6142668.691659 nChanged 0 SP:Iteration 55F (15280.273764 sec): 3 clusters Score: Raw -6144780.314644 + Penalty 2111.622985 = -6142668.691659 nChanged 0 Trying to split cluster 15 (3065 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15280.281811 sec): 2 clusters Score: Raw -283062.808654 + Penalty 762.641271 = -282300.167384 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15280.294034 sec): 3 clusters Score: Raw -281457.116669 + Penalty 1525.282541 = -279931.834128 nChanged 1271 SP:Iteration 1F (15280.305101 sec): 3 clusters Score: Raw -282193.566283 + Penalty 1525.282541 = -280668.283742 nChanged 243 SP:Iteration 2F (15280.316214 sec): 3 clusters Score: Raw -282356.600161 + Penalty 1525.282541 = -280831.317620 nChanged 185 SP:Iteration 3F (15280.327410 sec): 3 clusters Score: Raw -282475.592773 + Penalty 1525.282541 = -280950.310232 nChanged 151 SP:Iteration 4Q (15280.338633 sec): 3 clusters Score: Raw -282573.601995 + Penalty 1525.282541 = -281048.319454 nChanged 132 SP:Iteration 5Q (15280.349857 sec): 3 clusters Score: Raw -282653.298086 + Penalty 1525.282541 = -281128.015545 nChanged 121 SP:Iteration 6Q (15280.360986 sec): 3 clusters Score: Raw -282727.329359 + Penalty 1525.282541 = -281202.046818 nChanged 98 SP:Iteration 7Q (15280.372145 sec): 3 clusters Score: Raw -282797.751648 + Penalty 1525.282541 = -281272.469107 nChanged 96 SP:Iteration 8Q (15280.383316 sec): 3 clusters Score: Raw -282864.479005 + Penalty 1525.282541 = -281339.196464 nChanged 81 SP:Iteration 9Q (15280.394489 sec): 3 clusters Score: Raw -282912.683230 + Penalty 1525.282541 = -281387.400689 nChanged 67 SP:Iteration 10Q (15280.405614 sec): 3 clusters Score: Raw -282943.250900 + Penalty 1525.282541 = -281417.968359 nChanged 46 SP:Iteration 11Q (15280.416754 sec): 3 clusters Score: Raw -282962.257122 + Penalty 1525.282541 = -281436.974581 nChanged 31 SP:Iteration 12Q (15280.427797 sec): 3 clusters Score: Raw -282974.778748 + Penalty 1525.282541 = -281449.496207 nChanged 39 SP:Iteration 13Q (15280.438866 sec): 3 clusters Score: Raw -282986.622038 + Penalty 1525.282541 = -281461.339497 nChanged 30 SP:Iteration 14Q (15280.449983 sec): 3 clusters Score: Raw -282995.830890 + Penalty 1525.282541 = -281470.548349 nChanged 23 SP:Iteration 15Q (15280.461041 sec): 3 clusters Score: Raw -283002.170333 + Penalty 1525.282541 = -281476.887792 nChanged 23 SP:Iteration 16Q (15280.472066 sec): 3 clusters Score: Raw -283008.203633 + Penalty 1525.282541 = -281482.921092 nChanged 21 SP:Iteration 17Q (15280.483147 sec): 3 clusters Score: Raw -283012.863407 + Penalty 1525.282541 = -281487.580866 nChanged 11 SP:Iteration 18Q (15280.494070 sec): 3 clusters Score: Raw -283015.113276 + Penalty 1525.282541 = -281489.830735 nChanged 9 SP:Iteration 19Q (15280.505038 sec): 3 clusters Score: Raw -283017.129156 + Penalty 1525.282541 = -281491.846615 nChanged 7 SP:Iteration 20F (15280.516209 sec): 3 clusters Score: Raw -283018.585807 + Penalty 1525.282541 = -281493.303266 nChanged 6 SP:Iteration 21Q (15280.527194 sec): 3 clusters Score: Raw -283020.634067 + Penalty 1525.282541 = -281495.351526 nChanged 9 SP:Iteration 22Q (15280.538217 sec): 3 clusters Score: Raw -283022.133766 + Penalty 1525.282541 = -281496.851224 nChanged 7 SP:Iteration 23Q (15280.549268 sec): 3 clusters Score: Raw -283023.551374 + Penalty 1525.282541 = -281498.268833 nChanged 6 SP:Iteration 24Q (15280.560156 sec): 3 clusters Score: Raw -283025.339841 + Penalty 1525.282541 = -281500.057300 nChanged 3 SP:Iteration 25Q (15280.571105 sec): 3 clusters Score: Raw -283026.544206 + Penalty 1525.282541 = -281501.261665 nChanged 6 SP:Iteration 26Q (15280.581973 sec): 3 clusters Score: Raw -283027.729397 + Penalty 1525.282541 = -281502.446856 nChanged 8 SP:Iteration 27Q (15280.592957 sec): 3 clusters Score: Raw -283028.806733 + Penalty 1525.282541 = -281503.524191 nChanged 6 SP:Iteration 28Q (15280.603964 sec): 3 clusters Score: Raw -283029.990551 + Penalty 1525.282541 = -281504.708009 nChanged 7 SP:Iteration 29Q (15280.614887 sec): 3 clusters Score: Raw -283031.213122 + Penalty 1525.282541 = -281505.930581 nChanged 4 SP:Iteration 30Q (15280.625939 sec): 3 clusters Score: Raw -283032.229983 + Penalty 1525.282541 = -281506.947442 nChanged 5 SP:Iteration 31Q (15280.636969 sec): 3 clusters Score: Raw -283034.265615 + Penalty 1525.282541 = -281508.983074 nChanged 11 SP:Iteration 32Q (15280.647993 sec): 3 clusters Score: Raw -283037.807927 + Penalty 1525.282541 = -281512.525386 nChanged 9 SP:Iteration 33Q (15280.659011 sec): 3 clusters Score: Raw -283040.064711 + Penalty 1525.282541 = -281514.782170 nChanged 9 SP:Iteration 34Q (15280.670040 sec): 3 clusters Score: Raw -283042.384827 + Penalty 1525.282541 = -281517.102286 nChanged 6 SP:Iteration 35Q (15280.681040 sec): 3 clusters Score: Raw -283043.312905 + Penalty 1525.282541 = -281518.030363 nChanged 4 SP:Iteration 36Q (15280.692062 sec): 3 clusters Score: Raw -283043.965084 + Penalty 1525.282541 = -281518.682543 nChanged 4 SP:Iteration 37Q (15280.703134 sec): 3 clusters Score: Raw -283044.778813 + Penalty 1525.282541 = -281519.496271 nChanged 2 SP:Iteration 38Q (15280.714137 sec): 3 clusters Score: Raw -283045.112984 + Penalty 1525.282541 = -281519.830443 nChanged 3 SP:Iteration 39Q (15280.725118 sec): 3 clusters Score: Raw -283045.351370 + Penalty 1525.282541 = -281520.068829 nChanged 0 SP:Iteration 40F (15280.736318 sec): 3 clusters Score: Raw -283045.351370 + Penalty 1525.282541 = -281520.068829 nChanged 0 Trying to split cluster 16 (19722 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15280.767104 sec): 2 clusters Score: Raw -1901356.908908 + Penalty 939.501554 = -1900417.407354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15280.804751 sec): 3 clusters Score: Raw -1888979.923111 + Penalty 1879.003108 = -1887100.920003 nChanged 9212 SP:Iteration 1F (15280.839954 sec): 3 clusters Score: Raw -1894077.253612 + Penalty 1879.003108 = -1892198.250504 nChanged 917 SP:Iteration 2Q (15280.875489 sec): 3 clusters Score: Raw -1894387.263598 + Penalty 1879.003108 = -1892508.260490 nChanged 902 SP:Iteration 3Q (15280.910940 sec): 3 clusters Score: Raw -1894751.362406 + Penalty 1879.003108 = -1892872.359298 nChanged 950 SP:Iteration 4Q (15280.946420 sec): 3 clusters Score: Raw -1895191.689755 + Penalty 1879.003108 = -1893312.686647 nChanged 985 SP:Iteration 5Q (15280.981826 sec): 3 clusters Score: Raw -1895756.875871 + Penalty 1879.003108 = -1893877.872763 nChanged 1086 SP:Iteration 6F (15281.017411 sec): 3 clusters Score: Raw -1896514.164757 + Penalty 1879.003108 = -1894635.161649 nChanged 1242 SP:Iteration 7F (15281.053012 sec): 3 clusters Score: Raw -1897409.187906 + Penalty 1879.003108 = -1895530.184798 nChanged 1219 SP:Iteration 8F (15281.088300 sec): 3 clusters Score: Raw -1898237.514262 + Penalty 1879.003108 = -1896358.511154 nChanged 1109 SP:Iteration 9F (15281.123749 sec): 3 clusters Score: Raw -1898942.594924 + Penalty 1879.003108 = -1897063.591816 nChanged 891 SP:Iteration 10Q (15281.158709 sec): 3 clusters Score: Raw -1899426.637539 + Penalty 1879.003108 = -1897547.634431 nChanged 671 SP:Iteration 11Q (15281.193264 sec): 3 clusters Score: Raw -1899727.187482 + Penalty 1879.003108 = -1897848.184373 nChanged 487 SP:Iteration 12Q (15281.227814 sec): 3 clusters Score: Raw -1899919.667922 + Penalty 1879.003108 = -1898040.664814 nChanged 398 SP:Iteration 13Q (15281.262170 sec): 3 clusters Score: Raw -1900061.154141 + Penalty 1879.003108 = -1898182.151033 nChanged 326 SP:Iteration 14Q (15281.296381 sec): 3 clusters Score: Raw -1900172.840802 + Penalty 1879.003108 = -1898293.837694 nChanged 342 SP:Iteration 15Q (15281.330852 sec): 3 clusters Score: Raw -1900290.065517 + Penalty 1879.003108 = -1898411.062409 nChanged 322 SP:Iteration 16Q (15281.364889 sec): 3 clusters Score: Raw -1900388.207282 + Penalty 1879.003108 = -1898509.204174 nChanged 289 SP:Iteration 17Q (15281.399011 sec): 3 clusters Score: Raw -1900466.112891 + Penalty 1879.003108 = -1898587.109783 nChanged 274 SP:Iteration 18Q (15281.433223 sec): 3 clusters Score: Raw -1900547.505998 + Penalty 1879.003108 = -1898668.502890 nChanged 280 SP:Iteration 19Q (15281.467614 sec): 3 clusters Score: Raw -1900630.968260 + Penalty 1879.003108 = -1898751.965152 nChanged 268 SP:Iteration 20F (15281.502704 sec): 3 clusters Score: Raw -1900708.836183 + Penalty 1879.003108 = -1898829.833075 nChanged 223 SP:Iteration 21Q (15281.537220 sec): 3 clusters Score: Raw -1900766.436082 + Penalty 1879.003108 = -1898887.432974 nChanged 186 SP:Iteration 22Q (15281.571519 sec): 3 clusters Score: Raw -1900810.161904 + Penalty 1879.003108 = -1898931.158796 nChanged 173 SP:Iteration 23Q (15281.605810 sec): 3 clusters Score: Raw -1900850.369611 + Penalty 1879.003108 = -1898971.366503 nChanged 156 SP:Iteration 24Q (15281.639768 sec): 3 clusters Score: Raw -1900885.247442 + Penalty 1879.003108 = -1899006.244334 nChanged 157 SP:Iteration 25Q (15281.674119 sec): 3 clusters Score: Raw -1900917.526125 + Penalty 1879.003108 = -1899038.523017 nChanged 148 SP:Iteration 26Q (15281.708338 sec): 3 clusters Score: Raw -1900947.387649 + Penalty 1879.003108 = -1899068.384541 nChanged 136 SP:Iteration 27Q (15281.749841 sec): 3 clusters Score: Raw -1900976.475765 + Penalty 1879.003108 = -1899097.472657 nChanged 131 SP:Iteration 28Q (15281.783752 sec): 3 clusters Score: Raw -1901008.171258 + Penalty 1879.003108 = -1899129.168149 nChanged 138 SP:Iteration 29Q (15281.818315 sec): 3 clusters Score: Raw -1901040.813966 + Penalty 1879.003108 = -1899161.810857 nChanged 130 SP:Iteration 30Q (15281.852587 sec): 3 clusters Score: Raw -1901071.022723 + Penalty 1879.003108 = -1899192.019615 nChanged 140 SP:Iteration 31Q (15281.886629 sec): 3 clusters Score: Raw -1901098.811414 + Penalty 1879.003108 = -1899219.808305 nChanged 124 SP:Iteration 32Q (15281.920618 sec): 3 clusters Score: Raw -1901124.404822 + Penalty 1879.003108 = -1899245.401714 nChanged 136 SP:Iteration 33Q (15281.954736 sec): 3 clusters Score: Raw -1901159.269835 + Penalty 1879.003108 = -1899280.266727 nChanged 151 SP:Iteration 34Q (15281.988679 sec): 3 clusters Score: Raw -1901203.448691 + Penalty 1879.003108 = -1899324.445583 nChanged 138 SP:Iteration 35Q (15282.022758 sec): 3 clusters Score: Raw -1901236.103962 + Penalty 1879.003108 = -1899357.100854 nChanged 122 SP:Iteration 36Q (15282.056684 sec): 3 clusters Score: Raw -1901260.608158 + Penalty 1879.003108 = -1899381.605050 nChanged 113 SP:Iteration 37Q (15282.090479 sec): 3 clusters Score: Raw -1901283.981757 + Penalty 1879.003108 = -1899404.978649 nChanged 117 SP:Iteration 38Q (15282.124209 sec): 3 clusters Score: Raw -1901305.220035 + Penalty 1879.003108 = -1899426.216927 nChanged 98 SP:Iteration 39Q (15282.158019 sec): 3 clusters Score: Raw -1901320.231038 + Penalty 1879.003108 = -1899441.227929 nChanged 100 SP:Iteration 40F (15282.193536 sec): 3 clusters Score: Raw -1901335.921644 + Penalty 1879.003108 = -1899456.918536 nChanged 77 SP:Iteration 41Q (15282.227427 sec): 3 clusters Score: Raw -1901347.546749 + Penalty 1879.003108 = -1899468.543641 nChanged 80 SP:Iteration 42Q (15282.261098 sec): 3 clusters Score: Raw -1901359.663906 + Penalty 1879.003108 = -1899480.660798 nChanged 69 SP:Iteration 43Q (15282.295092 sec): 3 clusters Score: Raw -1901370.254858 + Penalty 1879.003108 = -1899491.251750 nChanged 73 SP:Iteration 44Q (15282.328723 sec): 3 clusters Score: Raw -1901380.915160 + Penalty 1879.003108 = -1899501.912052 nChanged 75 SP:Iteration 45Q (15282.362399 sec): 3 clusters Score: Raw -1901393.655188 + Penalty 1879.003108 = -1899514.652080 nChanged 94 SP:Iteration 46Q (15282.395910 sec): 3 clusters Score: Raw -1901410.781919 + Penalty 1879.003108 = -1899531.778810 nChanged 86 SP:Iteration 47Q (15282.429333 sec): 3 clusters Score: Raw -1901426.311525 + Penalty 1879.003108 = -1899547.308417 nChanged 75 SP:Iteration 48Q (15282.462694 sec): 3 clusters Score: Raw -1901437.584778 + Penalty 1879.003108 = -1899558.581669 nChanged 65 SP:Iteration 49Q (15282.495898 sec): 3 clusters Score: Raw -1901447.146734 + Penalty 1879.003108 = -1899568.143626 nChanged 67 SP:Iteration 50Q (15282.529143 sec): 3 clusters Score: Raw -1901457.485251 + Penalty 1879.003108 = -1899578.482143 nChanged 62 SP:Iteration 51Q (15282.562199 sec): 3 clusters Score: Raw -1901466.446051 + Penalty 1879.003108 = -1899587.442942 nChanged 56 SP:Iteration 52Q (15282.595376 sec): 3 clusters Score: Raw -1901473.361264 + Penalty 1879.003108 = -1899594.358156 nChanged 47 SP:Iteration 53Q (15282.628153 sec): 3 clusters Score: Raw -1901478.710118 + Penalty 1879.003108 = -1899599.707010 nChanged 42 SP:Iteration 54Q (15282.661160 sec): 3 clusters Score: Raw -1901483.062706 + Penalty 1879.003108 = -1899604.059598 nChanged 43 SP:Iteration 55Q (15282.694252 sec): 3 clusters Score: Raw -1901487.687686 + Penalty 1879.003108 = -1899608.684578 nChanged 38 SP:Iteration 56Q (15282.727168 sec): 3 clusters Score: Raw -1901491.441755 + Penalty 1879.003108 = -1899612.438647 nChanged 42 SP:Iteration 57Q (15282.760094 sec): 3 clusters Score: Raw -1901496.013020 + Penalty 1879.003108 = -1899617.009912 nChanged 56 SP:Iteration 58Q (15282.792819 sec): 3 clusters Score: Raw -1901503.384417 + Penalty 1879.003108 = -1899624.381309 nChanged 51 SP:Iteration 59Q (15282.825564 sec): 3 clusters Score: Raw -1901509.867732 + Penalty 1879.003108 = -1899630.864624 nChanged 54 SP:Iteration 60F (15282.861056 sec): 3 clusters Score: Raw -1901516.073373 + Penalty 1879.003108 = -1899637.070265 nChanged 52 SP:Iteration 61Q (15282.894101 sec): 3 clusters Score: Raw -1901522.595666 + Penalty 1879.003108 = -1899643.592558 nChanged 57 SP:Iteration 62Q (15282.926750 sec): 3 clusters Score: Raw -1901531.046258 + Penalty 1879.003108 = -1899652.043150 nChanged 60 SP:Iteration 63Q (15282.959522 sec): 3 clusters Score: Raw -1901539.519277 + Penalty 1879.003108 = -1899660.516169 nChanged 61 SP:Iteration 64Q (15282.992251 sec): 3 clusters Score: Raw -1901549.544598 + Penalty 1879.003108 = -1899670.541490 nChanged 55 SP:Iteration 65Q (15283.024894 sec): 3 clusters Score: Raw -1901557.037409 + Penalty 1879.003108 = -1899678.034301 nChanged 59 SP:Iteration 66Q (15283.057563 sec): 3 clusters Score: Raw -1901563.902344 + Penalty 1879.003108 = -1899684.899236 nChanged 51 SP:Iteration 67Q (15283.089976 sec): 3 clusters Score: Raw -1901570.078232 + Penalty 1879.003108 = -1899691.075124 nChanged 50 SP:Iteration 68Q (15283.122480 sec): 3 clusters Score: Raw -1901576.256247 + Penalty 1879.003108 = -1899697.253139 nChanged 43 SP:Iteration 69Q (15283.154999 sec): 3 clusters Score: Raw -1901581.429187 + Penalty 1879.003108 = -1899702.426078 nChanged 42 SP:Iteration 70Q (15283.187442 sec): 3 clusters Score: Raw -1901587.357962 + Penalty 1879.003108 = -1899708.354854 nChanged 47 SP:Iteration 71Q (15283.219772 sec): 3 clusters Score: Raw -1901593.544147 + Penalty 1879.003108 = -1899714.541039 nChanged 41 SP:Iteration 72Q (15283.252265 sec): 3 clusters Score: Raw -1901598.979994 + Penalty 1879.003108 = -1899719.976886 nChanged 63 SP:Iteration 73Q (15283.284734 sec): 3 clusters Score: Raw -1901608.500554 + Penalty 1879.003108 = -1899729.497446 nChanged 51 SP:Iteration 74Q (15283.316981 sec): 3 clusters Score: Raw -1901616.099916 + Penalty 1879.003108 = -1899737.096807 nChanged 56 SP:Iteration 75Q (15283.349203 sec): 3 clusters Score: Raw -1901625.583013 + Penalty 1879.003108 = -1899746.579905 nChanged 55 SP:Iteration 76Q (15283.381416 sec): 3 clusters Score: Raw -1901634.191815 + Penalty 1879.003108 = -1899755.188706 nChanged 49 SP:Iteration 77Q (15283.413676 sec): 3 clusters Score: Raw -1901640.951741 + Penalty 1879.003108 = -1899761.948633 nChanged 49 SP:Iteration 78Q (15283.445820 sec): 3 clusters Score: Raw -1901649.053750 + Penalty 1879.003108 = -1899770.050642 nChanged 47 SP:Iteration 79Q (15283.477818 sec): 3 clusters Score: Raw -1901657.182213 + Penalty 1879.003108 = -1899778.179105 nChanged 52 SP:Iteration 80F (15283.513090 sec): 3 clusters Score: Raw -1901667.221277 + Penalty 1879.003108 = -1899788.218169 nChanged 41 SP:Iteration 81Q (15283.545512 sec): 3 clusters Score: Raw -1901674.072909 + Penalty 1879.003108 = -1899795.069801 nChanged 40 SP:Iteration 82Q (15283.577601 sec): 3 clusters Score: Raw -1901679.555207 + Penalty 1879.003108 = -1899800.552099 nChanged 34 SP:Iteration 83Q (15283.609731 sec): 3 clusters Score: Raw -1901684.632773 + Penalty 1879.003108 = -1899805.629664 nChanged 34 SP:Iteration 84Q (15283.641831 sec): 3 clusters Score: Raw -1901691.495167 + Penalty 1879.003108 = -1899812.492059 nChanged 32 SP:Iteration 85Q (15283.673918 sec): 3 clusters Score: Raw -1901698.294678 + Penalty 1879.003108 = -1899819.291569 nChanged 38 SP:Iteration 86Q (15283.705936 sec): 3 clusters Score: Raw -1901705.111434 + Penalty 1879.003108 = -1899826.108325 nChanged 41 SP:Iteration 87Q (15283.737889 sec): 3 clusters Score: Raw -1901711.943783 + Penalty 1879.003108 = -1899832.940675 nChanged 42 SP:Iteration 88Q (15283.769930 sec): 3 clusters Score: Raw -1901718.347758 + Penalty 1879.003108 = -1899839.344650 nChanged 44 SP:Iteration 89Q (15283.801860 sec): 3 clusters Score: Raw -1901726.210703 + Penalty 1879.003108 = -1899847.207594 nChanged 39 SP:Iteration 90Q (15283.833668 sec): 3 clusters Score: Raw -1901732.327864 + Penalty 1879.003108 = -1899853.324755 nChanged 33 SP:Iteration 91Q (15283.865487 sec): 3 clusters Score: Raw -1901736.757418 + Penalty 1879.003108 = -1899857.754310 nChanged 34 SP:Iteration 92Q (15283.897171 sec): 3 clusters Score: Raw -1901741.372195 + Penalty 1879.003108 = -1899862.369087 nChanged 35 SP:Iteration 93Q (15283.929115 sec): 3 clusters Score: Raw -1901746.106689 + Penalty 1879.003108 = -1899867.103581 nChanged 29 SP:Iteration 94Q (15283.960951 sec): 3 clusters Score: Raw -1901749.965456 + Penalty 1879.003108 = -1899870.962348 nChanged 29 SP:Iteration 95Q (15283.992610 sec): 3 clusters Score: Raw -1901754.606582 + Penalty 1879.003108 = -1899875.603473 nChanged 24 SP:Iteration 96Q (15284.024657 sec): 3 clusters Score: Raw -1901758.470659 + Penalty 1879.003108 = -1899879.467551 nChanged 21 SP:Iteration 97Q (15284.056341 sec): 3 clusters Score: Raw -1901761.400350 + Penalty 1879.003108 = -1899882.397241 nChanged 24 SP:Iteration 98Q (15284.088087 sec): 3 clusters Score: Raw -1901764.939112 + Penalty 1879.003108 = -1899885.936003 nChanged 30 SP:Iteration 99Q (15284.119872 sec): 3 clusters Score: Raw -1901769.371602 + Penalty 1879.003108 = -1899890.368494 nChanged 28 SP:Iteration 100F (15284.155214 sec): 3 clusters Score: Raw -1901774.074767 + Penalty 1879.003108 = -1899895.071659 nChanged 28 SP:Iteration 101Q (15284.187079 sec): 3 clusters Score: Raw -1901777.771722 + Penalty 1879.003108 = -1899898.768614 nChanged 25 SP:Iteration 102Q (15284.218726 sec): 3 clusters Score: Raw -1901780.957138 + Penalty 1879.003108 = -1899901.954030 nChanged 29 SP:Iteration 103Q (15284.250256 sec): 3 clusters Score: Raw -1901786.413179 + Penalty 1879.003108 = -1899907.410071 nChanged 35 SP:Iteration 104Q (15284.282027 sec): 3 clusters Score: Raw -1901791.093749 + Penalty 1879.003108 = -1899912.090641 nChanged 28 SP:Iteration 105Q (15284.313540 sec): 3 clusters Score: Raw -1901794.339386 + Penalty 1879.003108 = -1899915.336278 nChanged 10 SP:Iteration 106Q (15284.345147 sec): 3 clusters Score: Raw -1901795.347893 + Penalty 1879.003108 = -1899916.344785 nChanged 10 SP:Iteration 107Q (15284.376652 sec): 3 clusters Score: Raw -1901795.938752 + Penalty 1879.003108 = -1899916.935644 nChanged 4 SP:Iteration 108Q (15284.408139 sec): 3 clusters Score: Raw -1901796.469943 + Penalty 1879.003108 = -1899917.466835 nChanged 8 SP:Iteration 109Q (15284.439776 sec): 3 clusters Score: Raw -1901797.434081 + Penalty 1879.003108 = -1899918.430973 nChanged 7 SP:Iteration 110Q (15284.471254 sec): 3 clusters Score: Raw -1901797.919704 + Penalty 1879.003108 = -1899918.916596 nChanged 8 SP:Iteration 111Q (15284.502854 sec): 3 clusters Score: Raw -1901798.632120 + Penalty 1879.003108 = -1899919.629012 nChanged 6 SP:Iteration 112Q (15284.534395 sec): 3 clusters Score: Raw -1901799.182931 + Penalty 1879.003108 = -1899920.179823 nChanged 4 SP:Iteration 113Q (15284.565847 sec): 3 clusters Score: Raw -1901799.594729 + Penalty 1879.003108 = -1899920.591621 nChanged 5 SP:Iteration 114Q (15284.597508 sec): 3 clusters Score: Raw -1901800.407438 + Penalty 1879.003108 = -1899921.404330 nChanged 7 SP:Iteration 115Q (15284.628976 sec): 3 clusters Score: Raw -1901801.320908 + Penalty 1879.003108 = -1899922.317800 nChanged 5 SP:Iteration 116Q (15284.660599 sec): 3 clusters Score: Raw -1901801.599519 + Penalty 1879.003108 = -1899922.596411 nChanged 2 SP:Iteration 117Q (15284.692100 sec): 3 clusters Score: Raw -1901801.712176 + Penalty 1879.003108 = -1899922.709068 nChanged 2 SP:Iteration 118Q (15284.723543 sec): 3 clusters Score: Raw -1901801.869502 + Penalty 1879.003108 = -1899922.866394 nChanged 4 SP:Iteration 119Q (15284.755226 sec): 3 clusters Score: Raw -1901802.307766 + Penalty 1879.003108 = -1899923.304658 nChanged 6 SP:Iteration 120F (15284.790512 sec): 3 clusters Score: Raw -1901803.214043 + Penalty 1879.003108 = -1899924.210935 nChanged 11 SP:Iteration 121Q (15284.822206 sec): 3 clusters Score: Raw -1901804.596433 + Penalty 1879.003108 = -1899925.593325 nChanged 11 SP:Iteration 122Q (15284.853800 sec): 3 clusters Score: Raw -1901806.386528 + Penalty 1879.003108 = -1899927.383420 nChanged 14 SP:Iteration 123Q (15284.885245 sec): 3 clusters Score: Raw -1901809.247090 + Penalty 1879.003108 = -1899930.243982 nChanged 13 SP:Iteration 124Q (15284.916725 sec): 3 clusters Score: Raw -1901810.739091 + Penalty 1879.003108 = -1899931.735983 nChanged 8 SP:Iteration 125Q (15284.948273 sec): 3 clusters Score: Raw -1901811.693917 + Penalty 1879.003108 = -1899932.690809 nChanged 5 SP:Iteration 126Q (15284.979695 sec): 3 clusters Score: Raw -1901812.007577 + Penalty 1879.003108 = -1899933.004469 nChanged 4 SP:Iteration 127Q (15285.011369 sec): 3 clusters Score: Raw -1901812.743488 + Penalty 1879.003108 = -1899933.740380 nChanged 8 SP:Iteration 128Q (15285.042762 sec): 3 clusters Score: Raw -1901813.593832 + Penalty 1879.003108 = -1899934.590724 nChanged 9 SP:Iteration 129Q (15285.074243 sec): 3 clusters Score: Raw -1901815.371382 + Penalty 1879.003108 = -1899936.368274 nChanged 11 SP:Iteration 130Q (15285.105662 sec): 3 clusters Score: Raw -1901817.373694 + Penalty 1879.003108 = -1899938.370586 nChanged 9 SP:Iteration 131Q (15285.137084 sec): 3 clusters Score: Raw -1901818.219588 + Penalty 1879.003108 = -1899939.216480 nChanged 12 SP:Iteration 132Q (15285.168602 sec): 3 clusters Score: Raw -1901819.174556 + Penalty 1879.003108 = -1899940.171448 nChanged 12 SP:Iteration 133Q (15285.199934 sec): 3 clusters Score: Raw -1901820.101149 + Penalty 1879.003108 = -1899941.098041 nChanged 5 SP:Iteration 134Q (15285.231354 sec): 3 clusters Score: Raw -1901820.601751 + Penalty 1879.003108 = -1899941.598643 nChanged 4 SP:Iteration 135Q (15285.262786 sec): 3 clusters Score: Raw -1901820.903862 + Penalty 1879.003108 = -1899941.900753 nChanged 7 SP:Iteration 136Q (15285.294143 sec): 3 clusters Score: Raw -1901821.510922 + Penalty 1879.003108 = -1899942.507813 nChanged 6 SP:Iteration 137Q (15285.325594 sec): 3 clusters Score: Raw -1901822.524181 + Penalty 1879.003108 = -1899943.521073 nChanged 9 SP:Iteration 138Q (15285.356935 sec): 3 clusters Score: Raw -1901823.675180 + Penalty 1879.003108 = -1899944.672072 nChanged 12 SP:Iteration 139Q (15285.388321 sec): 3 clusters Score: Raw -1901824.902773 + Penalty 1879.003108 = -1899945.899665 nChanged 12 SP:Iteration 140F (15285.423710 sec): 3 clusters Score: Raw -1901826.196802 + Penalty 1879.003108 = -1899947.193694 nChanged 7 SP:Iteration 141Q (15285.455172 sec): 3 clusters Score: Raw -1901827.435333 + Penalty 1879.003108 = -1899948.432225 nChanged 8 SP:Iteration 142Q (15285.486536 sec): 3 clusters Score: Raw -1901828.787628 + Penalty 1879.003108 = -1899949.784519 nChanged 11 SP:Iteration 143Q (15285.517851 sec): 3 clusters Score: Raw -1901830.551113 + Penalty 1879.003108 = -1899951.548004 nChanged 11 SP:Iteration 144Q (15285.549072 sec): 3 clusters Score: Raw -1901831.948037 + Penalty 1879.003108 = -1899952.944929 nChanged 7 SP:Iteration 145Q (15285.580473 sec): 3 clusters Score: Raw -1901832.773945 + Penalty 1879.003108 = -1899953.770837 nChanged 5 SP:Iteration 146Q (15285.611713 sec): 3 clusters Score: Raw -1901833.379688 + Penalty 1879.003108 = -1899954.376580 nChanged 5 SP:Iteration 147Q (15285.643055 sec): 3 clusters Score: Raw -1901833.870946 + Penalty 1879.003108 = -1899954.867837 nChanged 5 SP:Iteration 148Q (15285.674310 sec): 3 clusters Score: Raw -1901834.382177 + Penalty 1879.003108 = -1899955.379069 nChanged 7 SP:Iteration 149Q (15285.705566 sec): 3 clusters Score: Raw -1901835.120625 + Penalty 1879.003108 = -1899956.117517 nChanged 5 SP:Iteration 150Q (15285.736871 sec): 3 clusters Score: Raw -1901835.615904 + Penalty 1879.003108 = -1899956.612796 nChanged 3 SP:Iteration 151Q (15285.768122 sec): 3 clusters Score: Raw -1901835.898164 + Penalty 1879.003108 = -1899956.895056 nChanged 2 SP:Iteration 152Q (15285.799373 sec): 3 clusters Score: Raw -1901836.192806 + Penalty 1879.003108 = -1899957.189698 nChanged 5 SP:Iteration 153Q (15285.830655 sec): 3 clusters Score: Raw -1901836.844314 + Penalty 1879.003108 = -1899957.841206 nChanged 5 SP:Iteration 154Q (15285.861875 sec): 3 clusters Score: Raw -1901837.384071 + Penalty 1879.003108 = -1899958.380963 nChanged 4 SP:Iteration 155Q (15285.893184 sec): 3 clusters Score: Raw -1901837.806951 + Penalty 1879.003108 = -1899958.803842 nChanged 3 SP:Iteration 156Q (15285.924448 sec): 3 clusters Score: Raw -1901838.627720 + Penalty 1879.003108 = -1899959.624612 nChanged 4 SP:Iteration 157Q (15285.955652 sec): 3 clusters Score: Raw -1901839.704412 + Penalty 1879.003108 = -1899960.701303 nChanged 10 SP:Iteration 158Q (15285.986922 sec): 3 clusters Score: Raw -1901840.801195 + Penalty 1879.003108 = -1899961.798087 nChanged 6 SP:Iteration 159Q (15286.018142 sec): 3 clusters Score: Raw -1901841.879252 + Penalty 1879.003108 = -1899962.876144 nChanged 8 SP:Iteration 160F (15286.053528 sec): 3 clusters Score: Raw -1901842.482088 + Penalty 1879.003108 = -1899963.478980 nChanged 7 SP:Iteration 161Q (15286.084809 sec): 3 clusters Score: Raw -1901843.422913 + Penalty 1879.003108 = -1899964.419805 nChanged 7 SP:Iteration 162Q (15286.115994 sec): 3 clusters Score: Raw -1901844.497157 + Penalty 1879.003108 = -1899965.494049 nChanged 10 SP:Iteration 163Q (15286.147252 sec): 3 clusters Score: Raw -1901846.554758 + Penalty 1879.003108 = -1899967.551650 nChanged 5 SP:Iteration 164Q (15286.178369 sec): 3 clusters Score: Raw -1901847.361551 + Penalty 1879.003108 = -1899968.358442 nChanged 4 SP:Iteration 165Q (15286.209593 sec): 3 clusters Score: Raw -1901847.597933 + Penalty 1879.003108 = -1899968.594825 nChanged 0 SP:Iteration 166F (15286.244812 sec): 3 clusters Score: Raw -1901847.597933 + Penalty 1879.003108 = -1899968.594825 nChanged 0 Trying to split cluster 17 (1943 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15286.259495 sec): 2 clusters Score: Raw -177175.739998 + Penalty 719.338903 = -176456.401096 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15286.267462 sec): 3 clusters Score: Raw -176248.960418 + Penalty 1438.677805 = -174810.282613 nChanged 735 SP:Iteration 1F (15286.274638 sec): 3 clusters Score: Raw -176660.079872 + Penalty 1438.677805 = -175221.402066 nChanged 168 SP:Iteration 2F (15286.281858 sec): 3 clusters Score: Raw -176757.368423 + Penalty 1438.677805 = -175318.690617 nChanged 106 SP:Iteration 3F (15286.289070 sec): 3 clusters Score: Raw -176817.641692 + Penalty 1438.677805 = -175378.963887 nChanged 83 SP:Iteration 4Q (15286.296276 sec): 3 clusters Score: Raw -176868.255301 + Penalty 1438.677805 = -175429.577496 nChanged 85 SP:Iteration 5Q (15286.303445 sec): 3 clusters Score: Raw -176924.536641 + Penalty 1438.677805 = -175485.858836 nChanged 88 SP:Iteration 6Q (15286.310598 sec): 3 clusters Score: Raw -177008.568838 + Penalty 1438.677805 = -175569.891033 nChanged 120 SP:Iteration 7F (15286.317791 sec): 3 clusters Score: Raw -177133.066016 + Penalty 1438.677805 = -175694.388211 nChanged 111 SP:Iteration 8F (15286.325006 sec): 3 clusters Score: Raw -177233.184995 + Penalty 1438.677805 = -175794.507190 nChanged 91 SP:Iteration 9Q (15286.332201 sec): 3 clusters Score: Raw -177314.829281 + Penalty 1438.677805 = -175876.151476 nChanged 73 SP:Iteration 10Q (15286.339378 sec): 3 clusters Score: Raw -177374.653706 + Penalty 1438.677805 = -175935.975901 nChanged 49 SP:Iteration 11Q (15286.346529 sec): 3 clusters Score: Raw -177408.568198 + Penalty 1438.677805 = -175969.890393 nChanged 34 SP:Iteration 12Q (15286.353673 sec): 3 clusters Score: Raw -177429.724605 + Penalty 1438.677805 = -175991.046800 nChanged 26 SP:Iteration 13Q (15286.360816 sec): 3 clusters Score: Raw -177448.098547 + Penalty 1438.677805 = -176009.420742 nChanged 14 SP:Iteration 14Q (15286.367943 sec): 3 clusters Score: Raw -177456.894849 + Penalty 1438.677805 = -176018.217044 nChanged 19 SP:Iteration 15Q (15286.375058 sec): 3 clusters Score: Raw -177466.383521 + Penalty 1438.677805 = -176027.705715 nChanged 15 SP:Iteration 16Q (15286.382165 sec): 3 clusters Score: Raw -177477.114582 + Penalty 1438.677805 = -176038.436777 nChanged 17 SP:Iteration 17Q (15286.389271 sec): 3 clusters Score: Raw -177496.206075 + Penalty 1438.677805 = -176057.528270 nChanged 20 SP:Iteration 18Q (15286.396291 sec): 3 clusters Score: Raw -177517.516362 + Penalty 1438.677805 = -176078.838557 nChanged 18 SP:Iteration 19Q (15286.403363 sec): 3 clusters Score: Raw -177529.783573 + Penalty 1438.677805 = -176091.105768 nChanged 9 SP:Iteration 20F (15286.410524 sec): 3 clusters Score: Raw -177533.242817 + Penalty 1438.677805 = -176094.565012 nChanged 7 SP:Iteration 21Q (15286.417565 sec): 3 clusters Score: Raw -177535.337143 + Penalty 1438.677805 = -176096.659338 nChanged 5 SP:Iteration 22Q (15286.424667 sec): 3 clusters Score: Raw -177536.407989 + Penalty 1438.677805 = -176097.730184 nChanged 3 SP:Iteration 23Q (15286.431752 sec): 3 clusters Score: Raw -177537.607672 + Penalty 1438.677805 = -176098.929867 nChanged 3 SP:Iteration 24Q (15286.438826 sec): 3 clusters Score: Raw -177538.199404 + Penalty 1438.677805 = -176099.521599 nChanged 0 SP:Iteration 25F (15286.445974 sec): 3 clusters Score: Raw -177538.199404 + Penalty 1438.677805 = -176099.521599 nChanged 0 Trying to split cluster 18 (6884 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15286.465847 sec): 2 clusters Score: Raw -645307.591041 + Penalty 839.510740 = -644468.080301 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15286.487408 sec): 3 clusters Score: Raw -641310.262544 + Penalty 1679.021480 = -639631.241064 nChanged 3050 SP:Iteration 1F (15286.508232 sec): 3 clusters Score: Raw -643065.956615 + Penalty 1679.021480 = -641386.935135 nChanged 435 SP:Iteration 2F (15286.528845 sec): 3 clusters Score: Raw -643251.063606 + Penalty 1679.021480 = -641572.042126 nChanged 348 SP:Iteration 3F (15286.549617 sec): 3 clusters Score: Raw -643390.893414 + Penalty 1679.021480 = -641711.871935 nChanged 278 SP:Iteration 4Q (15286.570289 sec): 3 clusters Score: Raw -643503.691080 + Penalty 1679.021480 = -641824.669600 nChanged 275 SP:Iteration 5Q (15286.590910 sec): 3 clusters Score: Raw -643632.042718 + Penalty 1679.021480 = -641953.021238 nChanged 292 SP:Iteration 6Q (15286.611675 sec): 3 clusters Score: Raw -643773.003041 + Penalty 1679.021480 = -642093.981561 nChanged 287 SP:Iteration 7Q (15286.632354 sec): 3 clusters Score: Raw -643949.426276 + Penalty 1679.021480 = -642270.404796 nChanged 309 SP:Iteration 8Q (15286.653230 sec): 3 clusters Score: Raw -644152.065846 + Penalty 1679.021480 = -642473.044366 nChanged 263 SP:Iteration 9Q (15286.673827 sec): 3 clusters Score: Raw -644317.508955 + Penalty 1679.021480 = -642638.487475 nChanged 225 SP:Iteration 10Q (15286.694457 sec): 3 clusters Score: Raw -644435.100205 + Penalty 1679.021480 = -642756.078725 nChanged 179 SP:Iteration 11Q (15286.714913 sec): 3 clusters Score: Raw -644520.943141 + Penalty 1679.021480 = -642841.921661 nChanged 149 SP:Iteration 12Q (15286.735097 sec): 3 clusters Score: Raw -644578.221430 + Penalty 1679.021480 = -642899.199950 nChanged 134 SP:Iteration 13Q (15286.755576 sec): 3 clusters Score: Raw -644626.665019 + Penalty 1679.021480 = -642947.643539 nChanged 109 SP:Iteration 14Q (15286.775737 sec): 3 clusters Score: Raw -644667.877655 + Penalty 1679.021480 = -642988.856175 nChanged 109 SP:Iteration 15Q (15286.795844 sec): 3 clusters Score: Raw -644708.848588 + Penalty 1679.021480 = -643029.827108 nChanged 114 SP:Iteration 16Q (15286.815742 sec): 3 clusters Score: Raw -644752.625831 + Penalty 1679.021480 = -643073.604351 nChanged 107 SP:Iteration 17Q (15286.835734 sec): 3 clusters Score: Raw -644798.362737 + Penalty 1679.021480 = -643119.341257 nChanged 104 SP:Iteration 18Q (15286.855677 sec): 3 clusters Score: Raw -644845.732984 + Penalty 1679.021480 = -643166.711504 nChanged 100 SP:Iteration 19Q (15286.908310 sec): 3 clusters Score: Raw -644890.560028 + Penalty 1679.021480 = -643211.538548 nChanged 86 SP:Iteration 20F (15286.947827 sec): 3 clusters Score: Raw -644931.752642 + Penalty 1679.021480 = -643252.731162 nChanged 83 SP:Iteration 21Q (15286.973161 sec): 3 clusters Score: Raw -644972.491084 + Penalty 1679.021480 = -643293.469604 nChanged 75 SP:Iteration 22Q (15286.992572 sec): 3 clusters Score: Raw -645010.725389 + Penalty 1679.021480 = -643331.703909 nChanged 76 SP:Iteration 23Q (15287.012322 sec): 3 clusters Score: Raw -645054.606248 + Penalty 1679.021480 = -643375.584768 nChanged 75 SP:Iteration 24Q (15287.031836 sec): 3 clusters Score: Raw -645104.293633 + Penalty 1679.021480 = -643425.272153 nChanged 80 SP:Iteration 25Q (15287.087493 sec): 3 clusters Score: Raw -645160.931874 + Penalty 1679.021480 = -643481.910394 nChanged 71 SP:Iteration 26Q (15287.140834 sec): 3 clusters Score: Raw -645217.409752 + Penalty 1679.021480 = -643538.388272 nChanged 58 SP:Iteration 27Q (15287.164114 sec): 3 clusters Score: Raw -645260.330371 + Penalty 1679.021480 = -643581.308891 nChanged 42 SP:Iteration 28Q (15287.183281 sec): 3 clusters Score: Raw -645286.129626 + Penalty 1679.021480 = -643607.108147 nChanged 45 SP:Iteration 29Q (15287.202722 sec): 3 clusters Score: Raw -645315.127676 + Penalty 1679.021480 = -643636.106196 nChanged 32 SP:Iteration 30Q (15287.222103 sec): 3 clusters Score: Raw -645336.047861 + Penalty 1679.021480 = -643657.026381 nChanged 31 SP:Iteration 31Q (15287.240283 sec): 3 clusters Score: Raw -645354.940760 + Penalty 1679.021480 = -643675.919281 nChanged 22 SP:Iteration 32Q (15287.259186 sec): 3 clusters Score: Raw -645365.064066 + Penalty 1679.021480 = -643686.042587 nChanged 22 SP:Iteration 33Q (15287.278372 sec): 3 clusters Score: Raw -645374.224991 + Penalty 1679.021480 = -643695.203512 nChanged 12 SP:Iteration 34Q (15287.297439 sec): 3 clusters Score: Raw -645380.053887 + Penalty 1679.021480 = -643701.032407 nChanged 12 SP:Iteration 35Q (15287.316556 sec): 3 clusters Score: Raw -645386.478868 + Penalty 1679.021480 = -643707.457388 nChanged 14 SP:Iteration 36Q (15287.335795 sec): 3 clusters Score: Raw -645394.860469 + Penalty 1679.021480 = -643715.838990 nChanged 8 SP:Iteration 37Q (15287.354630 sec): 3 clusters Score: Raw -645398.710028 + Penalty 1679.021480 = -643719.688549 nChanged 11 SP:Iteration 38Q (15287.373702 sec): 3 clusters Score: Raw -645404.347347 + Penalty 1679.021480 = -643725.325867 nChanged 12 SP:Iteration 39Q (15287.392979 sec): 3 clusters Score: Raw -645411.228998 + Penalty 1679.021480 = -643732.207518 nChanged 15 SP:Iteration 40F (15287.413503 sec): 3 clusters Score: Raw -645417.402626 + Penalty 1679.021480 = -643738.381146 nChanged 10 SP:Iteration 41Q (15287.432505 sec): 3 clusters Score: Raw -645421.739473 + Penalty 1679.021480 = -643742.717994 nChanged 6 SP:Iteration 42Q (15287.451384 sec): 3 clusters Score: Raw -645425.175189 + Penalty 1679.021480 = -643746.153709 nChanged 5 SP:Iteration 43Q (15287.470523 sec): 3 clusters Score: Raw -645428.009158 + Penalty 1679.021480 = -643748.987678 nChanged 3 SP:Iteration 44Q (15287.489532 sec): 3 clusters Score: Raw -645428.667483 + Penalty 1679.021480 = -643749.646003 nChanged 0 SP:Iteration 45F (15287.510330 sec): 3 clusters Score: Raw -645428.667483 + Penalty 1679.021480 = -643749.646003 nChanged 0 Trying to split cluster 19 (920 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15287.524799 sec): 2 clusters Score: Raw -81856.320564 + Penalty 648.315499 = -81208.005065 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15287.528998 sec): 3 clusters Score: Raw -81488.840169 + Penalty 1296.630997 = -80192.209172 nChanged 311 SP:Iteration 1F (15287.532832 sec): 3 clusters Score: Raw -81686.246071 + Penalty 1296.630997 = -80389.615073 nChanged 75 SP:Iteration 2F (15287.536633 sec): 3 clusters Score: Raw -81764.471225 + Penalty 1296.630997 = -80467.840228 nChanged 51 SP:Iteration 3F (15287.540444 sec): 3 clusters Score: Raw -81817.180239 + Penalty 1296.630997 = -80520.549241 nChanged 37 SP:Iteration 4Q (15287.544232 sec): 3 clusters Score: Raw -81858.122912 + Penalty 1296.630997 = -80561.491915 nChanged 27 SP:Iteration 5Q (15287.547992 sec): 3 clusters Score: Raw -81880.352950 + Penalty 1296.630997 = -80583.721953 nChanged 25 SP:Iteration 6Q (15287.551723 sec): 3 clusters Score: Raw -81902.279032 + Penalty 1296.630997 = -80605.648035 nChanged 24 SP:Iteration 7Q (15287.555531 sec): 3 clusters Score: Raw -81920.359644 + Penalty 1296.630997 = -80623.728647 nChanged 19 SP:Iteration 8Q (15287.559311 sec): 3 clusters Score: Raw -81933.693530 + Penalty 1296.630997 = -80637.062533 nChanged 12 SP:Iteration 9Q (15287.563081 sec): 3 clusters Score: Raw -81939.002221 + Penalty 1296.630997 = -80642.371223 nChanged 9 SP:Iteration 10Q (15287.566844 sec): 3 clusters Score: Raw -81944.550364 + Penalty 1296.630997 = -80647.919367 nChanged 11 SP:Iteration 11Q (15287.570609 sec): 3 clusters Score: Raw -81949.843321 + Penalty 1296.630997 = -80653.212324 nChanged 7 SP:Iteration 12Q (15287.574361 sec): 3 clusters Score: Raw -81955.723212 + Penalty 1296.630997 = -80659.092215 nChanged 13 SP:Iteration 13Q (15287.578082 sec): 3 clusters Score: Raw -81968.675329 + Penalty 1296.630997 = -80672.044332 nChanged 10 SP:Iteration 14Q (15287.581835 sec): 3 clusters Score: Raw -81975.255803 + Penalty 1296.630997 = -80678.624806 nChanged 11 SP:Iteration 15Q (15287.585592 sec): 3 clusters Score: Raw -81980.165385 + Penalty 1296.630997 = -80683.534388 nChanged 8 SP:Iteration 16Q (15287.589307 sec): 3 clusters Score: Raw -81985.375224 + Penalty 1296.630997 = -80688.744227 nChanged 6 SP:Iteration 17Q (15287.593048 sec): 3 clusters Score: Raw -81989.431266 + Penalty 1296.630997 = -80692.800269 nChanged 6 SP:Iteration 18Q (15287.596793 sec): 3 clusters Score: Raw -81992.478237 + Penalty 1296.630997 = -80695.847240 nChanged 3 SP:Iteration 19Q (15287.600516 sec): 3 clusters Score: Raw -81993.958078 + Penalty 1296.630997 = -80697.327081 nChanged 3 SP:Iteration 20F (15287.604318 sec): 3 clusters Score: Raw -81994.938266 + Penalty 1296.630997 = -80698.307269 nChanged 2 SP:Iteration 21Q (15287.608068 sec): 3 clusters Score: Raw -81998.006189 + Penalty 1296.630997 = -80701.375192 nChanged 6 SP:Iteration 22Q (15287.611843 sec): 3 clusters Score: Raw -82000.050995 + Penalty 1296.630997 = -80703.419998 nChanged 4 SP:Iteration 23Q (15287.615566 sec): 3 clusters Score: Raw -82002.555228 + Penalty 1296.630997 = -80705.924231 nChanged 2 SP:Iteration 24Q (15287.619290 sec): 3 clusters Score: Raw -82005.150306 + Penalty 1296.630997 = -80708.519309 nChanged 5 SP:Iteration 25Q (15287.623045 sec): 3 clusters Score: Raw -82007.251718 + Penalty 1296.630997 = -80710.620721 nChanged 2 SP:Iteration 26Q (15287.626799 sec): 3 clusters Score: Raw -82007.615080 + Penalty 1296.630997 = -80710.984083 nChanged 2 SP:Iteration 27Q (15287.630502 sec): 3 clusters Score: Raw -82007.961094 + Penalty 1296.630997 = -80711.330096 nChanged 1 SP:Iteration 28Q (15287.634239 sec): 3 clusters Score: Raw -82008.598667 + Penalty 1296.630997 = -80711.967670 nChanged 3 SP:Iteration 29Q (15287.637977 sec): 3 clusters Score: Raw -82009.283462 + Penalty 1296.630997 = -80712.652465 nChanged 0 SP:Iteration 30F (15287.641754 sec): 3 clusters Score: Raw -82009.283462 + Penalty 1296.630997 = -80712.652465 nChanged 0 Trying to split cluster 20 (13435 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15287.667233 sec): 2 clusters Score: Raw -1114936.051860 + Penalty 903.033759 = -1114033.018100 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15287.695779 sec): 3 clusters Score: Raw -1106895.288637 + Penalty 1806.067519 = -1105089.221118 nChanged 6101 SP:Iteration 1F (15287.723011 sec): 3 clusters Score: Raw -1110639.550267 + Penalty 1806.067519 = -1108833.482748 nChanged 1128 SP:Iteration 2F (15287.750386 sec): 3 clusters Score: Raw -1111528.618531 + Penalty 1806.067519 = -1109722.551012 nChanged 1225 SP:Iteration 3F (15287.777433 sec): 3 clusters Score: Raw -1112657.643993 + Penalty 1806.067519 = -1110851.576474 nChanged 1299 SP:Iteration 4F (15287.817280 sec): 3 clusters Score: Raw -1113824.449200 + Penalty 1806.067519 = -1112018.381681 nChanged 1048 SP:Iteration 5F (15287.844312 sec): 3 clusters Score: Raw -1114652.584656 + Penalty 1806.067519 = -1112846.517137 nChanged 765 SP:Iteration 6F (15287.872690 sec): 3 clusters Score: Raw -1115113.904452 + Penalty 1806.067519 = -1113307.836933 nChanged 490 SP:Iteration 7Q (15287.902471 sec): 3 clusters Score: Raw -1115353.862773 + Penalty 1806.067519 = -1113547.795254 nChanged 323 SP:Iteration 8Q (15287.931759 sec): 3 clusters Score: Raw -1115478.777320 + Penalty 1806.067519 = -1113672.709801 nChanged 236 SP:Iteration 9Q (15287.958936 sec): 3 clusters Score: Raw -1115563.359295 + Penalty 1806.067519 = -1113757.291776 nChanged 204 SP:Iteration 10Q (15287.986008 sec): 3 clusters Score: Raw -1115636.188292 + Penalty 1806.067519 = -1113830.120773 nChanged 197 SP:Iteration 11Q (15288.012903 sec): 3 clusters Score: Raw -1115713.530610 + Penalty 1806.067519 = -1113907.463091 nChanged 189 SP:Iteration 12Q (15288.039655 sec): 3 clusters Score: Raw -1115783.704214 + Penalty 1806.067519 = -1113977.636695 nChanged 167 SP:Iteration 13Q (15288.066485 sec): 3 clusters Score: Raw -1115841.462905 + Penalty 1806.067519 = -1114035.395386 nChanged 127 SP:Iteration 14Q (15288.092991 sec): 3 clusters Score: Raw -1115881.853801 + Penalty 1806.067519 = -1114075.786282 nChanged 88 SP:Iteration 15Q (15288.119352 sec): 3 clusters Score: Raw -1115905.037074 + Penalty 1806.067519 = -1114098.969555 nChanged 84 SP:Iteration 16Q (15288.145634 sec): 3 clusters Score: Raw -1115925.688532 + Penalty 1806.067519 = -1114119.621013 nChanged 78 SP:Iteration 17Q (15288.172026 sec): 3 clusters Score: Raw -1115944.294666 + Penalty 1806.067519 = -1114138.227147 nChanged 68 SP:Iteration 18Q (15288.198344 sec): 3 clusters Score: Raw -1115954.701376 + Penalty 1806.067519 = -1114148.633857 nChanged 56 SP:Iteration 19Q (15288.224572 sec): 3 clusters Score: Raw -1115962.819553 + Penalty 1806.067519 = -1114156.752034 nChanged 36 SP:Iteration 20F (15288.251739 sec): 3 clusters Score: Raw -1115968.578125 + Penalty 1806.067519 = -1114162.510606 nChanged 40 SP:Iteration 21Q (15288.277832 sec): 3 clusters Score: Raw -1115974.096021 + Penalty 1806.067519 = -1114168.028502 nChanged 43 SP:Iteration 22Q (15288.304020 sec): 3 clusters Score: Raw -1115979.689023 + Penalty 1806.067519 = -1114173.621504 nChanged 49 SP:Iteration 23Q (15288.330285 sec): 3 clusters Score: Raw -1115985.563419 + Penalty 1806.067519 = -1114179.495900 nChanged 32 SP:Iteration 24Q (15288.356566 sec): 3 clusters Score: Raw -1115988.997098 + Penalty 1806.067519 = -1114182.929579 nChanged 25 SP:Iteration 25Q (15288.382665 sec): 3 clusters Score: Raw -1115992.138574 + Penalty 1806.067519 = -1114186.071055 nChanged 30 SP:Iteration 26Q (15288.408751 sec): 3 clusters Score: Raw -1115995.516178 + Penalty 1806.067519 = -1114189.448659 nChanged 26 SP:Iteration 27Q (15288.434648 sec): 3 clusters Score: Raw -1115998.079346 + Penalty 1806.067519 = -1114192.011827 nChanged 22 SP:Iteration 28Q (15288.460868 sec): 3 clusters Score: Raw -1115999.935186 + Penalty 1806.067519 = -1114193.867667 nChanged 18 SP:Iteration 29Q (15288.486995 sec): 3 clusters Score: Raw -1116002.045028 + Penalty 1806.067519 = -1114195.977509 nChanged 19 SP:Iteration 30Q (15288.513006 sec): 3 clusters Score: Raw -1116004.215968 + Penalty 1806.067519 = -1114198.148449 nChanged 20 SP:Iteration 31Q (15288.539039 sec): 3 clusters Score: Raw -1116006.560663 + Penalty 1806.067519 = -1114200.493144 nChanged 24 SP:Iteration 32Q (15288.565080 sec): 3 clusters Score: Raw -1116009.766031 + Penalty 1806.067519 = -1114203.698512 nChanged 28 SP:Iteration 33Q (15288.591152 sec): 3 clusters Score: Raw -1116013.868097 + Penalty 1806.067519 = -1114207.800578 nChanged 22 SP:Iteration 34Q (15288.617056 sec): 3 clusters Score: Raw -1116016.670101 + Penalty 1806.067519 = -1114210.602582 nChanged 15 SP:Iteration 35Q (15288.643093 sec): 3 clusters Score: Raw -1116018.229873 + Penalty 1806.067519 = -1114212.162354 nChanged 15 SP:Iteration 36Q (15288.669207 sec): 3 clusters Score: Raw -1116019.624319 + Penalty 1806.067519 = -1114213.556800 nChanged 9 SP:Iteration 37Q (15288.695194 sec): 3 clusters Score: Raw -1116020.862150 + Penalty 1806.067519 = -1114214.794631 nChanged 6 SP:Iteration 38Q (15288.721373 sec): 3 clusters Score: Raw -1116021.656349 + Penalty 1806.067519 = -1114215.588830 nChanged 8 SP:Iteration 39Q (15288.747254 sec): 3 clusters Score: Raw -1116022.307109 + Penalty 1806.067519 = -1114216.239590 nChanged 8 SP:Iteration 40F (15288.774495 sec): 3 clusters Score: Raw -1116023.147039 + Penalty 1806.067519 = -1114217.079520 nChanged 12 SP:Iteration 41Q (15288.800523 sec): 3 clusters Score: Raw -1116024.938035 + Penalty 1806.067519 = -1114218.870516 nChanged 9 SP:Iteration 42Q (15288.826694 sec): 3 clusters Score: Raw -1116026.073089 + Penalty 1806.067519 = -1114220.005570 nChanged 10 SP:Iteration 43Q (15288.852703 sec): 3 clusters Score: Raw -1116027.163791 + Penalty 1806.067519 = -1114221.096272 nChanged 9 SP:Iteration 44Q (15288.878574 sec): 3 clusters Score: Raw -1116027.925862 + Penalty 1806.067519 = -1114221.858343 nChanged 6 SP:Iteration 45Q (15288.904599 sec): 3 clusters Score: Raw -1116028.262097 + Penalty 1806.067519 = -1114222.194578 nChanged 5 SP:Iteration 46Q (15288.930538 sec): 3 clusters Score: Raw -1116028.594867 + Penalty 1806.067519 = -1114222.527348 nChanged 4 SP:Iteration 47Q (15288.956531 sec): 3 clusters Score: Raw -1116028.921089 + Penalty 1806.067519 = -1114222.853570 nChanged 2 SP:Iteration 48Q (15288.982477 sec): 3 clusters Score: Raw -1116029.043860 + Penalty 1806.067519 = -1114222.976341 nChanged 2 SP:Iteration 49Q (15289.008466 sec): 3 clusters Score: Raw -1116029.177751 + Penalty 1806.067519 = -1114223.110232 nChanged 2 SP:Iteration 50Q (15289.034469 sec): 3 clusters Score: Raw -1116029.430408 + Penalty 1806.067519 = -1114223.362889 nChanged 2 SP:Iteration 51Q (15289.060483 sec): 3 clusters Score: Raw -1116029.697601 + Penalty 1806.067519 = -1114223.630082 nChanged 1 SP:Iteration 52Q (15289.086512 sec): 3 clusters Score: Raw -1116029.824101 + Penalty 1806.067519 = -1114223.756582 nChanged 1 SP:Iteration 53Q (15289.112676 sec): 3 clusters Score: Raw -1116029.927580 + Penalty 1806.067519 = -1114223.860061 nChanged 0 SP:Iteration 54F (15289.139925 sec): 3 clusters Score: Raw -1116029.927580 + Penalty 1806.067519 = -1114223.860061 nChanged 0 Score: Raw -89559954.769145 + Penalty 51115.904099 = -89508838.865046 Splitting cluster 20 changes total score from -89509055.314340 to -89508838.865046 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15307.465756 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15307.473143 sec): 3 clusters Score: Raw -174610.731193 + Penalty 1425.100602 = -173185.630591 nChanged 693 SP:Iteration 1F (15307.479941 sec): 3 clusters Score: Raw -174984.153492 + Penalty 1425.100602 = -173559.052890 nChanged 151 SP:Iteration 2F (15307.486650 sec): 3 clusters Score: Raw -175079.403280 + Penalty 1425.100602 = -173654.302678 nChanged 101 SP:Iteration 3F (15307.493416 sec): 3 clusters Score: Raw -175140.630093 + Penalty 1425.100602 = -173715.529491 nChanged 64 SP:Iteration 4Q (15307.500239 sec): 3 clusters Score: Raw -175178.168166 + Penalty 1425.100602 = -173753.067564 nChanged 53 SP:Iteration 5Q (15307.506963 sec): 3 clusters Score: Raw -175207.305563 + Penalty 1425.100602 = -173782.204961 nChanged 53 SP:Iteration 6Q (15307.513678 sec): 3 clusters Score: Raw -175240.112855 + Penalty 1425.100602 = -173815.012253 nChanged 43 SP:Iteration 7Q (15307.520474 sec): 3 clusters Score: Raw -175268.495232 + Penalty 1425.100602 = -173843.394629 nChanged 35 SP:Iteration 8Q (15307.527186 sec): 3 clusters Score: Raw -175294.436211 + Penalty 1425.100602 = -173869.335609 nChanged 40 SP:Iteration 9Q (15307.533914 sec): 3 clusters Score: Raw -175323.963970 + Penalty 1425.100602 = -173898.863368 nChanged 34 SP:Iteration 10Q (15307.540666 sec): 3 clusters Score: Raw -175344.194158 + Penalty 1425.100602 = -173919.093556 nChanged 25 SP:Iteration 11Q (15307.547409 sec): 3 clusters Score: Raw -175361.083036 + Penalty 1425.100602 = -173935.982434 nChanged 28 SP:Iteration 12Q (15307.554072 sec): 3 clusters Score: Raw -175376.536722 + Penalty 1425.100602 = -173951.436119 nChanged 20 SP:Iteration 13Q (15307.560736 sec): 3 clusters Score: Raw -175394.440095 + Penalty 1425.100602 = -173969.339493 nChanged 25 SP:Iteration 14Q (15307.567419 sec): 3 clusters Score: Raw -175414.643929 + Penalty 1425.100602 = -173989.543327 nChanged 31 SP:Iteration 15Q (15307.574115 sec): 3 clusters Score: Raw -175431.490587 + Penalty 1425.100602 = -174006.389985 nChanged 23 SP:Iteration 16Q (15307.580812 sec): 3 clusters Score: Raw -175443.096884 + Penalty 1425.100602 = -174017.996282 nChanged 15 SP:Iteration 17Q (15307.587482 sec): 3 clusters Score: Raw -175451.453058 + Penalty 1425.100602 = -174026.352456 nChanged 16 SP:Iteration 18Q (15307.594154 sec): 3 clusters Score: Raw -175461.422645 + Penalty 1425.100602 = -174036.322043 nChanged 17 SP:Iteration 19Q (15307.600813 sec): 3 clusters Score: Raw -175468.625240 + Penalty 1425.100602 = -174043.524638 nChanged 6 SP:Iteration 20F (15307.607538 sec): 3 clusters Score: Raw -175470.146334 + Penalty 1425.100602 = -174045.045732 nChanged 3 SP:Iteration 21Q (15307.614170 sec): 3 clusters Score: Raw -175471.512708 + Penalty 1425.100602 = -174046.412105 nChanged 5 SP:Iteration 22Q (15307.620808 sec): 3 clusters Score: Raw -175473.690444 + Penalty 1425.100602 = -174048.589842 nChanged 7 SP:Iteration 23Q (15307.627499 sec): 3 clusters Score: Raw -175477.791715 + Penalty 1425.100602 = -174052.691113 nChanged 4 SP:Iteration 24Q (15307.634140 sec): 3 clusters Score: Raw -175479.702065 + Penalty 1425.100602 = -174054.601462 nChanged 7 SP:Iteration 25Q (15307.640775 sec): 3 clusters Score: Raw -175483.156489 + Penalty 1425.100602 = -174058.055887 nChanged 10 SP:Iteration 26Q (15307.647413 sec): 3 clusters Score: Raw -175487.301531 + Penalty 1425.100602 = -174062.200929 nChanged 9 SP:Iteration 27Q (15307.654048 sec): 3 clusters Score: Raw -175492.580946 + Penalty 1425.100602 = -174067.480344 nChanged 12 SP:Iteration 28Q (15307.660646 sec): 3 clusters Score: Raw -175498.963780 + Penalty 1425.100602 = -174073.863177 nChanged 8 SP:Iteration 29Q (15307.667284 sec): 3 clusters Score: Raw -175503.645972 + Penalty 1425.100602 = -174078.545370 nChanged 9 SP:Iteration 30Q (15307.673906 sec): 3 clusters Score: Raw -175507.258678 + Penalty 1425.100602 = -174082.158076 nChanged 9 SP:Iteration 31Q (15307.680501 sec): 3 clusters Score: Raw -175512.566909 + Penalty 1425.100602 = -174087.466307 nChanged 7 SP:Iteration 32Q (15307.687105 sec): 3 clusters Score: Raw -175515.328073 + Penalty 1425.100602 = -174090.227471 nChanged 3 SP:Iteration 33Q (15307.693673 sec): 3 clusters Score: Raw -175516.272486 + Penalty 1425.100602 = -174091.171884 nChanged 4 SP:Iteration 34Q (15307.700291 sec): 3 clusters Score: Raw -175517.204558 + Penalty 1425.100602 = -174092.103956 nChanged 2 SP:Iteration 35Q (15307.706894 sec): 3 clusters Score: Raw -175517.808686 + Penalty 1425.100602 = -174092.708083 nChanged 2 SP:Iteration 36Q (15307.713510 sec): 3 clusters Score: Raw -175518.100281 + Penalty 1425.100602 = -174092.999679 nChanged 3 SP:Iteration 37Q (15307.720104 sec): 3 clusters Score: Raw -175518.775988 + Penalty 1425.100602 = -174093.675385 nChanged 1 SP:Iteration 38Q (15307.726727 sec): 3 clusters Score: Raw -175519.606476 + Penalty 1425.100602 = -174094.505873 nChanged 0 SP:Iteration 39F (15307.733443 sec): 3 clusters Score: Raw -175519.606476 + Penalty 1425.100602 = -174094.505873 nChanged 0 Trying to split cluster 22 (6431 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15307.752722 sec): 2 clusters Score: Raw -615263.410165 + Penalty 833.044106 = -614430.366059 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15307.773669 sec): 3 clusters Score: Raw -611559.520511 + Penalty 1666.088212 = -609893.432299 nChanged 2825 SP:Iteration 1F (15307.793985 sec): 3 clusters Score: Raw -613137.897515 + Penalty 1666.088212 = -611471.809303 nChanged 394 SP:Iteration 2F (15307.814158 sec): 3 clusters Score: Raw -613310.826793 + Penalty 1666.088212 = -611644.738581 nChanged 323 SP:Iteration 3F (15307.834336 sec): 3 clusters Score: Raw -613435.010203 + Penalty 1666.088212 = -611768.921991 nChanged 240 SP:Iteration 4Q (15307.854595 sec): 3 clusters Score: Raw -613503.740556 + Penalty 1666.088212 = -611837.652344 nChanged 182 SP:Iteration 5Q (15307.874798 sec): 3 clusters Score: Raw -613559.134784 + Penalty 1666.088212 = -611893.046572 nChanged 181 SP:Iteration 6Q (15307.895338 sec): 3 clusters Score: Raw -613637.077649 + Penalty 1666.088212 = -611970.989437 nChanged 194 SP:Iteration 7Q (15307.915679 sec): 3 clusters Score: Raw -613729.795461 + Penalty 1666.088212 = -612063.707249 nChanged 226 SP:Iteration 8Q (15307.935805 sec): 3 clusters Score: Raw -613856.357874 + Penalty 1666.088212 = -612190.269663 nChanged 223 SP:Iteration 9Q (15307.956015 sec): 3 clusters Score: Raw -613967.473780 + Penalty 1666.088212 = -612301.385568 nChanged 214 SP:Iteration 10Q (15307.976311 sec): 3 clusters Score: Raw -614086.787971 + Penalty 1666.088212 = -612420.699759 nChanged 216 SP:Iteration 11Q (15307.996377 sec): 3 clusters Score: Raw -614209.954094 + Penalty 1666.088212 = -612543.865882 nChanged 201 SP:Iteration 12Q (15308.016551 sec): 3 clusters Score: Raw -614327.345825 + Penalty 1666.088212 = -612661.257613 nChanged 175 SP:Iteration 13Q (15308.036650 sec): 3 clusters Score: Raw -614429.881709 + Penalty 1666.088212 = -612763.793497 nChanged 164 SP:Iteration 14Q (15308.056751 sec): 3 clusters Score: Raw -614518.892721 + Penalty 1666.088212 = -612852.804509 nChanged 166 SP:Iteration 15Q (15308.076675 sec): 3 clusters Score: Raw -614607.727545 + Penalty 1666.088212 = -612941.639333 nChanged 159 SP:Iteration 16Q (15308.096349 sec): 3 clusters Score: Raw -614685.144219 + Penalty 1666.088212 = -613019.056007 nChanged 146 SP:Iteration 17Q (15308.115806 sec): 3 clusters Score: Raw -614755.742948 + Penalty 1666.088212 = -613089.654736 nChanged 159 SP:Iteration 18Q (15308.135325 sec): 3 clusters Score: Raw -614838.081903 + Penalty 1666.088212 = -613171.993691 nChanged 134 SP:Iteration 19Q (15308.154994 sec): 3 clusters Score: Raw -614913.662540 + Penalty 1666.088212 = -613247.574328 nChanged 124 SP:Iteration 20F (15308.175320 sec): 3 clusters Score: Raw -614980.575765 + Penalty 1666.088212 = -613314.487554 nChanged 125 SP:Iteration 21Q (15308.194613 sec): 3 clusters Score: Raw -615043.595552 + Penalty 1666.088212 = -613377.507341 nChanged 100 SP:Iteration 22Q (15308.214109 sec): 3 clusters Score: Raw -615083.965790 + Penalty 1666.088212 = -613417.877578 nChanged 78 SP:Iteration 23Q (15308.233349 sec): 3 clusters Score: Raw -615117.866649 + Penalty 1666.088212 = -613451.778437 nChanged 62 SP:Iteration 24Q (15308.252634 sec): 3 clusters Score: Raw -615146.546834 + Penalty 1666.088212 = -613480.458622 nChanged 67 SP:Iteration 25Q (15308.271831 sec): 3 clusters Score: Raw -615182.950527 + Penalty 1666.088212 = -613516.862315 nChanged 66 SP:Iteration 26Q (15308.291109 sec): 3 clusters Score: Raw -615218.026091 + Penalty 1666.088212 = -613551.937879 nChanged 58 SP:Iteration 27Q (15308.347826 sec): 3 clusters Score: Raw -615249.720997 + Penalty 1666.088212 = -613583.632785 nChanged 49 SP:Iteration 28Q (15308.371215 sec): 3 clusters Score: Raw -615275.272375 + Penalty 1666.088212 = -613609.184163 nChanged 38 SP:Iteration 29Q (15308.390120 sec): 3 clusters Score: Raw -615292.676689 + Penalty 1666.088212 = -613626.588477 nChanged 25 SP:Iteration 30Q (15308.407962 sec): 3 clusters Score: Raw -615303.422799 + Penalty 1666.088212 = -613637.334587 nChanged 23 SP:Iteration 31Q (15308.426732 sec): 3 clusters Score: Raw -615313.267819 + Penalty 1666.088212 = -613647.179607 nChanged 17 SP:Iteration 32Q (15308.445494 sec): 3 clusters Score: Raw -615319.589907 + Penalty 1666.088212 = -613653.501695 nChanged 12 SP:Iteration 33Q (15308.464335 sec): 3 clusters Score: Raw -615324.838832 + Penalty 1666.088212 = -613658.750620 nChanged 17 SP:Iteration 34Q (15308.483236 sec): 3 clusters Score: Raw -615333.573901 + Penalty 1666.088212 = -613667.485689 nChanged 15 SP:Iteration 35Q (15308.502080 sec): 3 clusters Score: Raw -615343.761532 + Penalty 1666.088212 = -613677.673320 nChanged 18 SP:Iteration 36Q (15308.520950 sec): 3 clusters Score: Raw -615351.639230 + Penalty 1666.088212 = -613685.551018 nChanged 13 SP:Iteration 37Q (15308.539673 sec): 3 clusters Score: Raw -615358.482665 + Penalty 1666.088212 = -613692.394453 nChanged 12 SP:Iteration 38Q (15308.558564 sec): 3 clusters Score: Raw -615365.562822 + Penalty 1666.088212 = -613699.474610 nChanged 13 SP:Iteration 39Q (15308.577417 sec): 3 clusters Score: Raw -615372.522815 + Penalty 1666.088212 = -613706.434603 nChanged 11 SP:Iteration 40F (15308.597755 sec): 3 clusters Score: Raw -615378.734191 + Penalty 1666.088212 = -613712.645979 nChanged 8 SP:Iteration 41Q (15308.616541 sec): 3 clusters Score: Raw -615382.615050 + Penalty 1666.088212 = -613716.526838 nChanged 9 SP:Iteration 42Q (15308.635426 sec): 3 clusters Score: Raw -615386.535950 + Penalty 1666.088212 = -613720.447738 nChanged 12 SP:Iteration 43Q (15308.653924 sec): 3 clusters Score: Raw -615391.486951 + Penalty 1666.088212 = -613725.398739 nChanged 9 SP:Iteration 44Q (15308.672600 sec): 3 clusters Score: Raw -615394.574525 + Penalty 1666.088212 = -613728.486313 nChanged 4 SP:Iteration 45Q (15308.691241 sec): 3 clusters Score: Raw -615395.947318 + Penalty 1666.088212 = -613729.859106 nChanged 4 SP:Iteration 46Q (15308.709851 sec): 3 clusters Score: Raw -615397.971944 + Penalty 1666.088212 = -613731.883732 nChanged 4 SP:Iteration 47Q (15308.728616 sec): 3 clusters Score: Raw -615399.579107 + Penalty 1666.088212 = -613733.490895 nChanged 3 SP:Iteration 48Q (15308.747193 sec): 3 clusters Score: Raw -615400.933837 + Penalty 1666.088212 = -613734.845625 nChanged 2 SP:Iteration 49Q (15308.765835 sec): 3 clusters Score: Raw -615401.597218 + Penalty 1666.088212 = -613735.509006 nChanged 2 SP:Iteration 50Q (15308.784749 sec): 3 clusters Score: Raw -615401.929452 + Penalty 1666.088212 = -613735.841240 nChanged 0 SP:Iteration 51F (15308.804838 sec): 3 clusters Score: Raw -615401.929452 + Penalty 1666.088212 = -613735.841240 nChanged 0 Trying to split cluster 23 (194 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15308.818657 sec): 2 clusters Score: Raw -13617.151495 + Penalty 500.446525 = -13116.704970 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15308.820120 sec): 3 clusters Score: Raw -13809.604341 + Penalty 1000.893050 = -12808.711291 nChanged 52 SP:Iteration 1F (15308.821374 sec): 3 clusters Score: Raw -13970.732962 + Penalty 1000.893050 = -12969.839912 nChanged 15 SP:Iteration 2F (15308.822608 sec): 3 clusters Score: Raw -14005.510614 + Penalty 1000.893050 = -13004.617564 nChanged 7 SP:Iteration 3Q (15308.823820 sec): 3 clusters Score: Raw -14037.575305 + Penalty 1000.893050 = -13036.682255 nChanged 2 SP:Iteration 4Q (15308.825030 sec): 3 clusters Score: Raw -14041.917089 + Penalty 1000.893050 = -13041.024039 nChanged 1 SP:Iteration 5Q (15308.826211 sec): 3 clusters Score: Raw -14045.612928 + Penalty 1000.893050 = -13044.719878 nChanged 0 SP:Iteration 6F (15308.827445 sec): 3 clusters Score: Raw -14045.612928 + Penalty 1000.893050 = -13044.719878 nChanged 0 Trying to split cluster 24 (1283 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15308.842919 sec): 2 clusters Score: Raw -132760.661856 + Penalty 679.910855 = -132080.751002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15308.848605 sec): 3 clusters Score: Raw -132214.015608 + Penalty 1359.821709 = -130854.193898 nChanged 438 SP:Iteration 1F (15308.853822 sec): 3 clusters Score: Raw -132479.511502 + Penalty 1359.821709 = -131119.689793 nChanged 75 SP:Iteration 2F (15308.858985 sec): 3 clusters Score: Raw -132540.608251 + Penalty 1359.821709 = -131180.786541 nChanged 57 SP:Iteration 3Q (15308.864161 sec): 3 clusters Score: Raw -132581.382241 + Penalty 1359.821709 = -131221.560532 nChanged 34 SP:Iteration 4Q (15308.869324 sec): 3 clusters Score: Raw -132601.817193 + Penalty 1359.821709 = -131241.995484 nChanged 20 SP:Iteration 5Q (15308.874472 sec): 3 clusters Score: Raw -132613.638636 + Penalty 1359.821709 = -131253.816927 nChanged 14 SP:Iteration 6Q (15308.879562 sec): 3 clusters Score: Raw -132620.504023 + Penalty 1359.821709 = -131260.682314 nChanged 14 SP:Iteration 7Q (15308.884651 sec): 3 clusters Score: Raw -132628.950614 + Penalty 1359.821709 = -131269.128905 nChanged 10 SP:Iteration 8Q (15308.889757 sec): 3 clusters Score: Raw -132633.007392 + Penalty 1359.821709 = -131273.185682 nChanged 2 SP:Iteration 9Q (15308.894885 sec): 3 clusters Score: Raw -132633.818889 + Penalty 1359.821709 = -131273.997179 nChanged 2 SP:Iteration 10Q (15308.899990 sec): 3 clusters Score: Raw -132634.463977 + Penalty 1359.821709 = -131274.642268 nChanged 3 SP:Iteration 11Q (15308.905185 sec): 3 clusters Score: Raw -132635.234547 + Penalty 1359.821709 = -131275.412838 nChanged 3 SP:Iteration 12Q (15308.910238 sec): 3 clusters Score: Raw -132637.057886 + Penalty 1359.821709 = -131277.236177 nChanged 4 SP:Iteration 13Q (15308.915358 sec): 3 clusters Score: Raw -132639.895481 + Penalty 1359.821709 = -131280.073772 nChanged 9 SP:Iteration 14Q (15308.920482 sec): 3 clusters Score: Raw -132644.720724 + Penalty 1359.821709 = -131284.899015 nChanged 13 SP:Iteration 15Q (15308.925625 sec): 3 clusters Score: Raw -132649.718638 + Penalty 1359.821709 = -131289.896929 nChanged 3 SP:Iteration 16Q (15308.930758 sec): 3 clusters Score: Raw -132651.205751 + Penalty 1359.821709 = -131291.384042 nChanged 5 SP:Iteration 17Q (15308.935915 sec): 3 clusters Score: Raw -132653.348113 + Penalty 1359.821709 = -131293.526403 nChanged 2 SP:Iteration 18Q (15308.941029 sec): 3 clusters Score: Raw -132654.144743 + Penalty 1359.821709 = -131294.323034 nChanged 4 SP:Iteration 19Q (15308.946148 sec): 3 clusters Score: Raw -132655.360551 + Penalty 1359.821709 = -131295.538842 nChanged 4 SP:Iteration 20F (15308.951296 sec): 3 clusters Score: Raw -132656.293976 + Penalty 1359.821709 = -131296.472266 nChanged 1 SP:Iteration 21Q (15308.956395 sec): 3 clusters Score: Raw -132656.874920 + Penalty 1359.821709 = -131297.053211 nChanged 2 SP:Iteration 22Q (15308.961484 sec): 3 clusters Score: Raw -132657.476314 + Penalty 1359.821709 = -131297.654604 nChanged 2 SP:Iteration 23Q (15308.966615 sec): 3 clusters Score: Raw -132659.040642 + Penalty 1359.821709 = -131299.218933 nChanged 2 SP:Iteration 24Q (15308.971747 sec): 3 clusters Score: Raw -132659.751676 + Penalty 1359.821709 = -131299.929967 nChanged 1 SP:Iteration 25Q (15308.976886 sec): 3 clusters Score: Raw -132660.029417 + Penalty 1359.821709 = -131300.207708 nChanged 1 SP:Iteration 26Q (15308.981982 sec): 3 clusters Score: Raw -132660.517063 + Penalty 1359.821709 = -131300.695354 nChanged 2 SP:Iteration 27Q (15308.987052 sec): 3 clusters Score: Raw -132661.081930 + Penalty 1359.821709 = -131301.260221 nChanged 0 SP:Iteration 28F (15308.992176 sec): 3 clusters Score: Raw -132661.081930 + Penalty 1359.821709 = -131301.260221 nChanged 0 Trying to split cluster 25 (750 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15309.006926 sec): 2 clusters Score: Raw -65807.822329 + Penalty 628.906955 = -65178.915374 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15309.010423 sec): 3 clusters Score: Raw -65556.677026 + Penalty 1257.813909 = -64298.863117 nChanged 255 SP:Iteration 1F (15309.013647 sec): 3 clusters Score: Raw -65752.291790 + Penalty 1257.813909 = -64494.477881 nChanged 54 SP:Iteration 2F (15309.016802 sec): 3 clusters Score: Raw -65816.057541 + Penalty 1257.813909 = -64558.243632 nChanged 36 SP:Iteration 3Q (15309.019967 sec): 3 clusters Score: Raw -65847.440429 + Penalty 1257.813909 = -64589.626520 nChanged 16 SP:Iteration 4Q (15309.023139 sec): 3 clusters Score: Raw -65864.390122 + Penalty 1257.813909 = -64606.576212 nChanged 12 SP:Iteration 5Q (15309.026333 sec): 3 clusters Score: Raw -65880.370915 + Penalty 1257.813909 = -64622.557006 nChanged 14 SP:Iteration 6Q (15309.029535 sec): 3 clusters Score: Raw -65893.246811 + Penalty 1257.813909 = -64635.432902 nChanged 12 SP:Iteration 7Q (15309.032655 sec): 3 clusters Score: Raw -65907.913044 + Penalty 1257.813909 = -64650.099134 nChanged 11 SP:Iteration 8Q (15309.035779 sec): 3 clusters Score: Raw -65923.829726 + Penalty 1257.813909 = -64666.015816 nChanged 7 SP:Iteration 9Q (15309.038899 sec): 3 clusters Score: Raw -65929.653004 + Penalty 1257.813909 = -64671.839095 nChanged 6 SP:Iteration 10Q (15309.041984 sec): 3 clusters Score: Raw -65935.738596 + Penalty 1257.813909 = -64677.924686 nChanged 3 SP:Iteration 11Q (15309.045139 sec): 3 clusters Score: Raw -65939.239928 + Penalty 1257.813909 = -64681.426019 nChanged 5 SP:Iteration 12Q (15309.048241 sec): 3 clusters Score: Raw -65941.986673 + Penalty 1257.813909 = -64684.172763 nChanged 4 SP:Iteration 13Q (15309.051359 sec): 3 clusters Score: Raw -65944.023810 + Penalty 1257.813909 = -64686.209901 nChanged 0 SP:Iteration 14F (15309.054492 sec): 3 clusters Score: Raw -65944.023810 + Penalty 1257.813909 = -64686.209901 nChanged 0 Trying to split cluster 26 (9754 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15309.077196 sec): 2 clusters Score: Raw -898732.429157 + Penalty 872.616110 = -897859.813047 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15309.102419 sec): 3 clusters Score: Raw -893031.849757 + Penalty 1745.232220 = -891286.617537 nChanged 4346 SP:Iteration 1F (15309.126870 sec): 3 clusters Score: Raw -895335.407239 + Penalty 1745.232220 = -893590.175019 nChanged 591 SP:Iteration 2F (15309.151222 sec): 3 clusters Score: Raw -895607.965565 + Penalty 1745.232220 = -893862.733345 nChanged 563 SP:Iteration 3F (15309.175671 sec): 3 clusters Score: Raw -895896.160159 + Penalty 1745.232220 = -894150.927939 nChanged 579 SP:Iteration 4F (15309.200133 sec): 3 clusters Score: Raw -896203.231048 + Penalty 1745.232220 = -894457.998828 nChanged 503 SP:Iteration 5F (15309.224310 sec): 3 clusters Score: Raw -896510.428985 + Penalty 1745.232220 = -894765.196765 nChanged 544 SP:Iteration 6F (15309.248394 sec): 3 clusters Score: Raw -896887.804165 + Penalty 1745.232220 = -895142.571945 nChanged 544 SP:Iteration 7F (15309.272859 sec): 3 clusters Score: Raw -897306.183525 + Penalty 1745.232220 = -895560.951305 nChanged 489 SP:Iteration 8F (15309.297351 sec): 3 clusters Score: Raw -897664.943353 + Penalty 1745.232220 = -895919.711133 nChanged 404 SP:Iteration 9Q (15309.321281 sec): 3 clusters Score: Raw -897897.514478 + Penalty 1745.232220 = -896152.282258 nChanged 271 SP:Iteration 10Q (15309.345308 sec): 3 clusters Score: Raw -898031.740831 + Penalty 1745.232220 = -896286.508611 nChanged 210 SP:Iteration 11Q (15309.369239 sec): 3 clusters Score: Raw -898125.581274 + Penalty 1745.232220 = -896380.349054 nChanged 199 SP:Iteration 12Q (15309.392999 sec): 3 clusters Score: Raw -898207.821709 + Penalty 1745.232220 = -896462.589489 nChanged 160 SP:Iteration 13Q (15309.416664 sec): 3 clusters Score: Raw -898274.922465 + Penalty 1745.232220 = -896529.690245 nChanged 140 SP:Iteration 14Q (15309.440152 sec): 3 clusters Score: Raw -898329.269177 + Penalty 1745.232220 = -896584.036957 nChanged 133 SP:Iteration 15Q (15309.463628 sec): 3 clusters Score: Raw -898385.509216 + Penalty 1745.232220 = -896640.276996 nChanged 138 SP:Iteration 16Q (15309.487017 sec): 3 clusters Score: Raw -898448.336508 + Penalty 1745.232220 = -896703.104288 nChanged 132 SP:Iteration 17Q (15309.510166 sec): 3 clusters Score: Raw -898502.216749 + Penalty 1745.232220 = -896756.984529 nChanged 129 SP:Iteration 18Q (15309.533305 sec): 3 clusters Score: Raw -898557.942349 + Penalty 1745.232220 = -896812.710129 nChanged 124 SP:Iteration 19Q (15309.556405 sec): 3 clusters Score: Raw -898611.872228 + Penalty 1745.232220 = -896866.640008 nChanged 114 SP:Iteration 20F (15309.580911 sec): 3 clusters Score: Raw -898669.067805 + Penalty 1745.232220 = -896923.835586 nChanged 94 SP:Iteration 21Q (15309.603715 sec): 3 clusters Score: Raw -898713.485838 + Penalty 1745.232220 = -896968.253618 nChanged 78 SP:Iteration 22Q (15309.626301 sec): 3 clusters Score: Raw -898739.000494 + Penalty 1745.232220 = -896993.768274 nChanged 62 SP:Iteration 23Q (15309.648953 sec): 3 clusters Score: Raw -898761.380047 + Penalty 1745.232220 = -897016.147827 nChanged 59 SP:Iteration 24Q (15309.671588 sec): 3 clusters Score: Raw -898782.242812 + Penalty 1745.232220 = -897037.010592 nChanged 43 SP:Iteration 25Q (15309.693981 sec): 3 clusters Score: Raw -898793.453677 + Penalty 1745.232220 = -897048.221457 nChanged 41 SP:Iteration 26Q (15309.716594 sec): 3 clusters Score: Raw -898803.497796 + Penalty 1745.232220 = -897058.265576 nChanged 32 SP:Iteration 27Q (15309.739192 sec): 3 clusters Score: Raw -898810.003731 + Penalty 1745.232220 = -897064.771511 nChanged 30 SP:Iteration 28Q (15309.761666 sec): 3 clusters Score: Raw -898815.969941 + Penalty 1745.232220 = -897070.737721 nChanged 33 SP:Iteration 29Q (15309.784181 sec): 3 clusters Score: Raw -898822.288623 + Penalty 1745.232220 = -897077.056404 nChanged 18 SP:Iteration 30Q (15309.806543 sec): 3 clusters Score: Raw -898824.847581 + Penalty 1745.232220 = -897079.615361 nChanged 15 SP:Iteration 31Q (15309.828855 sec): 3 clusters Score: Raw -898826.962668 + Penalty 1745.232220 = -897081.730448 nChanged 6 SP:Iteration 32Q (15309.851298 sec): 3 clusters Score: Raw -898827.712795 + Penalty 1745.232220 = -897082.480575 nChanged 7 SP:Iteration 33Q (15309.873608 sec): 3 clusters Score: Raw -898829.138249 + Penalty 1745.232220 = -897083.906029 nChanged 15 SP:Iteration 34Q (15309.895984 sec): 3 clusters Score: Raw -898831.839363 + Penalty 1745.232220 = -897086.607143 nChanged 13 SP:Iteration 35Q (15309.918419 sec): 3 clusters Score: Raw -898834.227927 + Penalty 1745.232220 = -897088.995707 nChanged 15 SP:Iteration 36Q (15309.940983 sec): 3 clusters Score: Raw -898836.679896 + Penalty 1745.232220 = -897091.447676 nChanged 14 SP:Iteration 37Q (15309.963395 sec): 3 clusters Score: Raw -898840.594207 + Penalty 1745.232220 = -897095.361987 nChanged 16 SP:Iteration 38Q (15309.985673 sec): 3 clusters Score: Raw -898843.842736 + Penalty 1745.232220 = -897098.610516 nChanged 9 SP:Iteration 39Q (15310.007986 sec): 3 clusters Score: Raw -898845.081153 + Penalty 1745.232220 = -897099.848933 nChanged 6 SP:Iteration 40F (15310.032484 sec): 3 clusters Score: Raw -898845.883963 + Penalty 1745.232220 = -897100.651743 nChanged 4 SP:Iteration 41Q (15310.054739 sec): 3 clusters Score: Raw -898846.356448 + Penalty 1745.232220 = -897101.124228 nChanged 5 SP:Iteration 42Q (15310.076992 sec): 3 clusters Score: Raw -898847.084541 + Penalty 1745.232220 = -897101.852322 nChanged 2 SP:Iteration 43Q (15310.099322 sec): 3 clusters Score: Raw -898847.284291 + Penalty 1745.232220 = -897102.052071 nChanged 2 SP:Iteration 44Q (15310.121804 sec): 3 clusters Score: Raw -898847.545074 + Penalty 1745.232220 = -897102.312854 nChanged 2 SP:Iteration 45Q (15310.144478 sec): 3 clusters Score: Raw -898847.818177 + Penalty 1745.232220 = -897102.585957 nChanged 2 SP:Iteration 46Q (15310.166892 sec): 3 clusters Score: Raw -898847.946641 + Penalty 1745.232220 = -897102.714421 nChanged 2 SP:Iteration 47Q (15310.189361 sec): 3 clusters Score: Raw -898848.070929 + Penalty 1745.232220 = -897102.838709 nChanged 2 SP:Iteration 48Q (15310.211840 sec): 3 clusters Score: Raw -898848.281886 + Penalty 1745.232220 = -897103.049666 nChanged 3 SP:Iteration 49Q (15310.234329 sec): 3 clusters Score: Raw -898849.152683 + Penalty 1745.232220 = -897103.920464 nChanged 5 SP:Iteration 50Q (15310.256525 sec): 3 clusters Score: Raw -898849.693800 + Penalty 1745.232220 = -897104.461580 nChanged 2 SP:Iteration 51Q (15310.278801 sec): 3 clusters Score: Raw -898849.967338 + Penalty 1745.232220 = -897104.735118 nChanged 1 SP:Iteration 52Q (15310.301046 sec): 3 clusters Score: Raw -898850.051322 + Penalty 1745.232220 = -897104.819103 nChanged 1 SP:Iteration 53Q (15310.323294 sec): 3 clusters Score: Raw -898850.163401 + Penalty 1745.232220 = -897104.931181 nChanged 3 SP:Iteration 54Q (15310.345636 sec): 3 clusters Score: Raw -898850.622715 + Penalty 1745.232220 = -897105.390495 nChanged 1 SP:Iteration 55Q (15310.367965 sec): 3 clusters Score: Raw -898850.740309 + Penalty 1745.232220 = -897105.508089 nChanged 0 SP:Iteration 56F (15310.392150 sec): 3 clusters Score: Raw -898850.740309 + Penalty 1745.232220 = -897105.508089 nChanged 0 Trying to split cluster 27 (3769 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15310.408677 sec): 2 clusters Score: Raw -328965.437733 + Penalty 782.283674 = -328183.154058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15310.423401 sec): 3 clusters Score: Raw -326963.174748 + Penalty 1564.567349 = -325398.607400 nChanged 1604 SP:Iteration 1F (15310.437162 sec): 3 clusters Score: Raw -328145.046340 + Penalty 1564.567349 = -326580.478991 nChanged 345 SP:Iteration 2F (15310.450997 sec): 3 clusters Score: Raw -328422.454786 + Penalty 1564.567349 = -326857.887438 nChanged 272 SP:Iteration 3F (15310.464723 sec): 3 clusters Score: Raw -328622.698150 + Penalty 1564.567349 = -327058.130801 nChanged 205 SP:Iteration 4F (15310.478446 sec): 3 clusters Score: Raw -328737.940907 + Penalty 1564.567349 = -327173.373558 nChanged 139 SP:Iteration 5Q (15310.492077 sec): 3 clusters Score: Raw -328807.432661 + Penalty 1564.567349 = -327242.865313 nChanged 118 SP:Iteration 6Q (15310.505631 sec): 3 clusters Score: Raw -328865.616652 + Penalty 1564.567349 = -327301.049303 nChanged 106 SP:Iteration 7Q (15310.519247 sec): 3 clusters Score: Raw -328921.697241 + Penalty 1564.567349 = -327357.129893 nChanged 94 SP:Iteration 8Q (15310.532826 sec): 3 clusters Score: Raw -328968.229862 + Penalty 1564.567349 = -327403.662513 nChanged 82 SP:Iteration 9Q (15310.546430 sec): 3 clusters Score: Raw -329006.481147 + Penalty 1564.567349 = -327441.913798 nChanged 68 SP:Iteration 10Q (15310.560047 sec): 3 clusters Score: Raw -329037.163950 + Penalty 1564.567349 = -327472.596601 nChanged 61 SP:Iteration 11Q (15310.573730 sec): 3 clusters Score: Raw -329062.379299 + Penalty 1564.567349 = -327497.811950 nChanged 55 SP:Iteration 12Q (15310.587338 sec): 3 clusters Score: Raw -329088.525344 + Penalty 1564.567349 = -327523.957995 nChanged 58 SP:Iteration 13Q (15310.600906 sec): 3 clusters Score: Raw -329114.842258 + Penalty 1564.567349 = -327550.274910 nChanged 55 SP:Iteration 14Q (15310.614328 sec): 3 clusters Score: Raw -329141.081923 + Penalty 1564.567349 = -327576.514574 nChanged 52 SP:Iteration 15Q (15310.627655 sec): 3 clusters Score: Raw -329159.906516 + Penalty 1564.567349 = -327595.339167 nChanged 34 SP:Iteration 16Q (15310.641191 sec): 3 clusters Score: Raw -329168.896269 + Penalty 1564.567349 = -327604.328920 nChanged 29 SP:Iteration 17Q (15310.654543 sec): 3 clusters Score: Raw -329175.097397 + Penalty 1564.567349 = -327610.530048 nChanged 14 SP:Iteration 18Q (15310.667908 sec): 3 clusters Score: Raw -329178.140629 + Penalty 1564.567349 = -327613.573281 nChanged 15 SP:Iteration 19Q (15310.681384 sec): 3 clusters Score: Raw -329181.183989 + Penalty 1564.567349 = -327616.616640 nChanged 14 SP:Iteration 20F (15310.695077 sec): 3 clusters Score: Raw -329184.490504 + Penalty 1564.567349 = -327619.923156 nChanged 14 SP:Iteration 21Q (15310.708640 sec): 3 clusters Score: Raw -329186.751529 + Penalty 1564.567349 = -327622.184180 nChanged 9 SP:Iteration 22Q (15310.722214 sec): 3 clusters Score: Raw -329188.972150 + Penalty 1564.567349 = -327624.404801 nChanged 10 SP:Iteration 23Q (15310.735746 sec): 3 clusters Score: Raw -329190.996172 + Penalty 1564.567349 = -327626.428824 nChanged 9 SP:Iteration 24Q (15310.749117 sec): 3 clusters Score: Raw -329192.864048 + Penalty 1564.567349 = -327628.296699 nChanged 8 SP:Iteration 25Q (15310.762648 sec): 3 clusters Score: Raw -329194.152790 + Penalty 1564.567349 = -327629.585441 nChanged 4 SP:Iteration 26Q (15310.776049 sec): 3 clusters Score: Raw -329194.779145 + Penalty 1564.567349 = -327630.211796 nChanged 5 SP:Iteration 27Q (15310.789590 sec): 3 clusters Score: Raw -329196.088939 + Penalty 1564.567349 = -327631.521591 nChanged 8 SP:Iteration 28Q (15310.803129 sec): 3 clusters Score: Raw -329197.265188 + Penalty 1564.567349 = -327632.697840 nChanged 7 SP:Iteration 29Q (15310.816552 sec): 3 clusters Score: Raw -329198.613845 + Penalty 1564.567349 = -327634.046496 nChanged 4 SP:Iteration 30Q (15310.830130 sec): 3 clusters Score: Raw -329199.272428 + Penalty 1564.567349 = -327634.705079 nChanged 3 SP:Iteration 31Q (15310.843723 sec): 3 clusters Score: Raw -329199.769372 + Penalty 1564.567349 = -327635.202023 nChanged 3 SP:Iteration 32Q (15310.857251 sec): 3 clusters Score: Raw -329200.485984 + Penalty 1564.567349 = -327635.918635 nChanged 2 SP:Iteration 33Q (15310.870843 sec): 3 clusters Score: Raw -329200.708287 + Penalty 1564.567349 = -327636.140939 nChanged 4 SP:Iteration 34Q (15310.884355 sec): 3 clusters Score: Raw -329201.171614 + Penalty 1564.567349 = -327636.604265 nChanged 4 SP:Iteration 35Q (15310.897859 sec): 3 clusters Score: Raw -329202.549715 + Penalty 1564.567349 = -327637.982366 nChanged 8 SP:Iteration 36Q (15310.911384 sec): 3 clusters Score: Raw -329204.218188 + Penalty 1564.567349 = -327639.650840 nChanged 6 SP:Iteration 37Q (15310.924917 sec): 3 clusters Score: Raw -329204.673489 + Penalty 1564.567349 = -327640.106141 nChanged 5 SP:Iteration 38Q (15310.938482 sec): 3 clusters Score: Raw -329205.522639 + Penalty 1564.567349 = -327640.955290 nChanged 5 SP:Iteration 39Q (15310.951862 sec): 3 clusters Score: Raw -329206.300258 + Penalty 1564.567349 = -327641.732909 nChanged 3 SP:Iteration 40F (15310.965483 sec): 3 clusters Score: Raw -329206.583249 + Penalty 1564.567349 = -327642.015900 nChanged 2 SP:Iteration 41Q (15310.978998 sec): 3 clusters Score: Raw -329206.924169 + Penalty 1564.567349 = -327642.356820 nChanged 2 SP:Iteration 42Q (15310.992512 sec): 3 clusters Score: Raw -329207.443830 + Penalty 1564.567349 = -327642.876481 nChanged 3 SP:Iteration 43Q (15311.006078 sec): 3 clusters Score: Raw -329208.266257 + Penalty 1564.567349 = -327643.698908 nChanged 1 SP:Iteration 44Q (15311.019423 sec): 3 clusters Score: Raw -329208.479977 + Penalty 1564.567349 = -327643.912628 nChanged 3 SP:Iteration 45Q (15311.032892 sec): 3 clusters Score: Raw -329208.891247 + Penalty 1564.567349 = -327644.323898 nChanged 3 SP:Iteration 46Q (15311.046419 sec): 3 clusters Score: Raw -329209.489737 + Penalty 1564.567349 = -327644.922388 nChanged 0 SP:Iteration 47F (15311.060174 sec): 3 clusters Score: Raw -329209.489737 + Penalty 1564.567349 = -327644.922388 nChanged 0 Trying to split cluster 28 (17228 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15311.088319 sec): 2 clusters Score: Raw -1653060.941305 + Penalty 926.657668 = -1652134.283637 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15311.122591 sec): 3 clusters Score: Raw -1642414.590456 + Penalty 1853.315337 = -1640561.275120 nChanged 7904 SP:Iteration 1F (15311.154851 sec): 3 clusters Score: Raw -1646977.596540 + Penalty 1853.315337 = -1645124.281203 nChanged 904 SP:Iteration 2F (15311.187453 sec): 3 clusters Score: Raw -1647371.478511 + Penalty 1853.315337 = -1645518.163175 nChanged 1002 SP:Iteration 3F (15311.220059 sec): 3 clusters Score: Raw -1647854.849420 + Penalty 1853.315337 = -1646001.534083 nChanged 1040 SP:Iteration 4F (15311.252607 sec): 3 clusters Score: Raw -1648432.386123 + Penalty 1853.315337 = -1646579.070786 nChanged 1094 SP:Iteration 5F (15311.285015 sec): 3 clusters Score: Raw -1649121.385189 + Penalty 1853.315337 = -1647268.069853 nChanged 1061 SP:Iteration 6F (15311.317853 sec): 3 clusters Score: Raw -1649858.269340 + Penalty 1853.315337 = -1648004.954003 nChanged 999 SP:Iteration 7F (15311.350482 sec): 3 clusters Score: Raw -1650643.773079 + Penalty 1853.315337 = -1648790.457742 nChanged 871 SP:Iteration 8F (15311.383188 sec): 3 clusters Score: Raw -1651416.367596 + Penalty 1853.315337 = -1649563.052259 nChanged 671 SP:Iteration 9Q (15311.415440 sec): 3 clusters Score: Raw -1652056.078448 + Penalty 1853.315337 = -1650202.763111 nChanged 454 SP:Iteration 10Q (15311.446362 sec): 3 clusters Score: Raw -1652449.517598 + Penalty 1853.315337 = -1650596.202261 nChanged 251 SP:Iteration 11Q (15311.475875 sec): 3 clusters Score: Raw -1652654.210289 + Penalty 1853.315337 = -1650800.894952 nChanged 178 SP:Iteration 12Q (15311.504668 sec): 3 clusters Score: Raw -1652783.213040 + Penalty 1853.315337 = -1650929.897703 nChanged 146 SP:Iteration 13Q (15311.533139 sec): 3 clusters Score: Raw -1652879.285626 + Penalty 1853.315337 = -1651025.970289 nChanged 101 SP:Iteration 14Q (15311.561635 sec): 3 clusters Score: Raw -1652939.870483 + Penalty 1853.315337 = -1651086.555147 nChanged 86 SP:Iteration 15Q (15311.589968 sec): 3 clusters Score: Raw -1652992.508184 + Penalty 1853.315337 = -1651139.192847 nChanged 73 SP:Iteration 16Q (15311.617931 sec): 3 clusters Score: Raw -1653031.796836 + Penalty 1853.315337 = -1651178.481500 nChanged 75 SP:Iteration 17Q (15311.645904 sec): 3 clusters Score: Raw -1653073.478377 + Penalty 1853.315337 = -1651220.163040 nChanged 58 SP:Iteration 18Q (15311.673590 sec): 3 clusters Score: Raw -1653108.297049 + Penalty 1853.315337 = -1651254.981712 nChanged 50 SP:Iteration 19Q (15311.701335 sec): 3 clusters Score: Raw -1653135.824221 + Penalty 1853.315337 = -1651282.508884 nChanged 31 SP:Iteration 20F (15311.733565 sec): 3 clusters Score: Raw -1653153.136066 + Penalty 1853.315337 = -1651299.820729 nChanged 31 SP:Iteration 21Q (15311.761512 sec): 3 clusters Score: Raw -1653172.662560 + Penalty 1853.315337 = -1651319.347223 nChanged 28 SP:Iteration 22Q (15311.789461 sec): 3 clusters Score: Raw -1653190.051138 + Penalty 1853.315337 = -1651336.735801 nChanged 21 SP:Iteration 23Q (15311.817230 sec): 3 clusters Score: Raw -1653205.881611 + Penalty 1853.315337 = -1651352.566274 nChanged 25 SP:Iteration 24Q (15311.844843 sec): 3 clusters Score: Raw -1653220.511774 + Penalty 1853.315337 = -1651367.196437 nChanged 18 SP:Iteration 25Q (15311.872811 sec): 3 clusters Score: Raw -1653230.905974 + Penalty 1853.315337 = -1651377.590637 nChanged 13 SP:Iteration 26Q (15311.900518 sec): 3 clusters Score: Raw -1653238.151902 + Penalty 1853.315337 = -1651384.836565 nChanged 11 SP:Iteration 27Q (15311.928591 sec): 3 clusters Score: Raw -1653245.375207 + Penalty 1853.315337 = -1651392.059871 nChanged 11 SP:Iteration 28Q (15311.956386 sec): 3 clusters Score: Raw -1653250.668762 + Penalty 1853.315337 = -1651397.353425 nChanged 6 SP:Iteration 29Q (15311.984053 sec): 3 clusters Score: Raw -1653254.765634 + Penalty 1853.315337 = -1651401.450297 nChanged 9 SP:Iteration 30Q (15312.011934 sec): 3 clusters Score: Raw -1653260.187688 + Penalty 1853.315337 = -1651406.872351 nChanged 7 SP:Iteration 31Q (15312.039597 sec): 3 clusters Score: Raw -1653263.835522 + Penalty 1853.315337 = -1651410.520185 nChanged 3 SP:Iteration 32Q (15312.067388 sec): 3 clusters Score: Raw -1653264.736475 + Penalty 1853.315337 = -1651411.421138 nChanged 2 SP:Iteration 33Q (15312.095226 sec): 3 clusters Score: Raw -1653266.023327 + Penalty 1853.315337 = -1651412.707991 nChanged 1 SP:Iteration 34Q (15312.122999 sec): 3 clusters Score: Raw -1653266.415939 + Penalty 1853.315337 = -1651413.100602 nChanged 3 SP:Iteration 35Q (15312.150830 sec): 3 clusters Score: Raw -1653267.855106 + Penalty 1853.315337 = -1651414.539769 nChanged 1 SP:Iteration 36Q (15312.178451 sec): 3 clusters Score: Raw -1653268.548522 + Penalty 1853.315337 = -1651415.233186 nChanged 1 SP:Iteration 37Q (15312.206277 sec): 3 clusters Score: Raw -1653268.925441 + Penalty 1853.315337 = -1651415.610104 nChanged 0 SP:Iteration 38F (15312.238623 sec): 3 clusters Score: Raw -1653268.925441 + Penalty 1853.315337 = -1651415.610104 nChanged 0 Trying to split cluster 29 (4808 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15312.255885 sec): 2 clusters Score: Raw -449984.818722 + Penalty 805.413465 = -449179.405257 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15312.274560 sec): 3 clusters Score: Raw -447326.203038 + Penalty 1610.826930 = -445715.376107 nChanged 2031 SP:Iteration 1F (15312.291643 sec): 3 clusters Score: Raw -448498.050489 + Penalty 1610.826930 = -446887.223558 nChanged 308 SP:Iteration 2F (15312.308685 sec): 3 clusters Score: Raw -448659.026680 + Penalty 1610.826930 = -447048.199749 nChanged 263 SP:Iteration 3F (15312.325707 sec): 3 clusters Score: Raw -448790.632035 + Penalty 1610.826930 = -447179.805105 nChanged 233 SP:Iteration 4Q (15312.342764 sec): 3 clusters Score: Raw -448905.413278 + Penalty 1610.826930 = -447294.586348 nChanged 206 SP:Iteration 5Q (15312.359622 sec): 3 clusters Score: Raw -449006.048143 + Penalty 1610.826930 = -447395.221212 nChanged 185 SP:Iteration 6Q (15312.376647 sec): 3 clusters Score: Raw -449107.015441 + Penalty 1610.826930 = -447496.188511 nChanged 196 SP:Iteration 7Q (15312.393607 sec): 3 clusters Score: Raw -449213.556883 + Penalty 1610.826930 = -447602.729952 nChanged 174 SP:Iteration 8Q (15312.410422 sec): 3 clusters Score: Raw -449307.423488 + Penalty 1610.826930 = -447696.596557 nChanged 166 SP:Iteration 9Q (15312.427339 sec): 3 clusters Score: Raw -449411.779120 + Penalty 1610.826930 = -447800.952190 nChanged 153 SP:Iteration 10Q (15312.444217 sec): 3 clusters Score: Raw -449505.210064 + Penalty 1610.826930 = -447894.383134 nChanged 138 SP:Iteration 11Q (15312.460905 sec): 3 clusters Score: Raw -449595.696835 + Penalty 1610.826930 = -447984.869905 nChanged 117 SP:Iteration 12Q (15312.477524 sec): 3 clusters Score: Raw -449661.148430 + Penalty 1610.826930 = -448050.321500 nChanged 96 SP:Iteration 13Q (15312.494274 sec): 3 clusters Score: Raw -449703.615917 + Penalty 1610.826930 = -448092.788987 nChanged 61 SP:Iteration 14Q (15312.510758 sec): 3 clusters Score: Raw -449728.345272 + Penalty 1610.826930 = -448117.518341 nChanged 56 SP:Iteration 15Q (15312.527385 sec): 3 clusters Score: Raw -449744.296346 + Penalty 1610.826930 = -448133.469416 nChanged 40 SP:Iteration 16Q (15312.543983 sec): 3 clusters Score: Raw -449757.860284 + Penalty 1610.826930 = -448147.033354 nChanged 37 SP:Iteration 17Q (15312.560578 sec): 3 clusters Score: Raw -449773.491088 + Penalty 1610.826930 = -448162.664157 nChanged 36 SP:Iteration 18Q (15312.577128 sec): 3 clusters Score: Raw -449786.259091 + Penalty 1610.826930 = -448175.432161 nChanged 24 SP:Iteration 19Q (15312.593669 sec): 3 clusters Score: Raw -449793.649473 + Penalty 1610.826930 = -448182.822542 nChanged 22 SP:Iteration 20F (15312.610593 sec): 3 clusters Score: Raw -449800.536126 + Penalty 1610.826930 = -448189.709195 nChanged 21 SP:Iteration 21Q (15312.627091 sec): 3 clusters Score: Raw -449806.711813 + Penalty 1610.826930 = -448195.884883 nChanged 16 SP:Iteration 22Q (15312.643548 sec): 3 clusters Score: Raw -449812.360325 + Penalty 1610.826930 = -448201.533394 nChanged 17 SP:Iteration 23Q (15312.660044 sec): 3 clusters Score: Raw -449819.702543 + Penalty 1610.826930 = -448208.875612 nChanged 25 SP:Iteration 24Q (15312.676337 sec): 3 clusters Score: Raw -449829.493898 + Penalty 1610.826930 = -448218.666967 nChanged 30 SP:Iteration 25Q (15312.692787 sec): 3 clusters Score: Raw -449838.010476 + Penalty 1610.826930 = -448227.183546 nChanged 21 SP:Iteration 26Q (15312.709194 sec): 3 clusters Score: Raw -449843.566947 + Penalty 1610.826930 = -448232.740017 nChanged 19 SP:Iteration 27Q (15312.725597 sec): 3 clusters Score: Raw -449850.375464 + Penalty 1610.826930 = -448239.548534 nChanged 25 SP:Iteration 28Q (15312.741784 sec): 3 clusters Score: Raw -449860.933698 + Penalty 1610.826930 = -448250.106768 nChanged 28 SP:Iteration 29Q (15312.758120 sec): 3 clusters Score: Raw -449870.092456 + Penalty 1610.826930 = -448259.265525 nChanged 17 SP:Iteration 30Q (15312.774280 sec): 3 clusters Score: Raw -449874.801637 + Penalty 1610.826930 = -448263.974707 nChanged 14 SP:Iteration 31Q (15312.790624 sec): 3 clusters Score: Raw -449878.425299 + Penalty 1610.826930 = -448267.598369 nChanged 15 SP:Iteration 32Q (15312.806916 sec): 3 clusters Score: Raw -449882.604940 + Penalty 1610.826930 = -448271.778010 nChanged 18 SP:Iteration 33Q (15312.823251 sec): 3 clusters Score: Raw -449888.868297 + Penalty 1610.826930 = -448278.041367 nChanged 25 SP:Iteration 34Q (15312.839552 sec): 3 clusters Score: Raw -449901.575342 + Penalty 1610.826930 = -448290.748412 nChanged 32 SP:Iteration 35Q (15312.855844 sec): 3 clusters Score: Raw -449918.536449 + Penalty 1610.826930 = -448307.709519 nChanged 37 SP:Iteration 36Q (15312.872063 sec): 3 clusters Score: Raw -449939.918760 + Penalty 1610.826930 = -448329.091830 nChanged 31 SP:Iteration 37Q (15312.888134 sec): 3 clusters Score: Raw -449959.949739 + Penalty 1610.826930 = -448349.122808 nChanged 31 SP:Iteration 38Q (15312.904304 sec): 3 clusters Score: Raw -449977.350572 + Penalty 1610.826930 = -448366.523642 nChanged 31 SP:Iteration 39Q (15312.920476 sec): 3 clusters Score: Raw -449992.823092 + Penalty 1610.826930 = -448381.996162 nChanged 25 SP:Iteration 40F (15312.937337 sec): 3 clusters Score: Raw -450007.935471 + Penalty 1610.826930 = -448397.108541 nChanged 33 SP:Iteration 41Q (15312.953454 sec): 3 clusters Score: Raw -450024.328338 + Penalty 1610.826930 = -448413.501407 nChanged 25 SP:Iteration 42Q (15312.969481 sec): 3 clusters Score: Raw -450033.947377 + Penalty 1610.826930 = -448423.120446 nChanged 18 SP:Iteration 43Q (15312.985514 sec): 3 clusters Score: Raw -450041.201579 + Penalty 1610.826930 = -448430.374649 nChanged 16 SP:Iteration 44Q (15313.001474 sec): 3 clusters Score: Raw -450047.675978 + Penalty 1610.826930 = -448436.849048 nChanged 15 SP:Iteration 45Q (15313.017445 sec): 3 clusters Score: Raw -450054.998649 + Penalty 1610.826930 = -448444.171718 nChanged 12 SP:Iteration 46Q (15313.033197 sec): 3 clusters Score: Raw -450061.975488 + Penalty 1610.826930 = -448451.148557 nChanged 10 SP:Iteration 47Q (15313.049152 sec): 3 clusters Score: Raw -450065.780013 + Penalty 1610.826930 = -448454.953083 nChanged 7 SP:Iteration 48Q (15313.064882 sec): 3 clusters Score: Raw -450068.018214 + Penalty 1610.826930 = -448457.191283 nChanged 3 SP:Iteration 49Q (15313.080820 sec): 3 clusters Score: Raw -450068.983456 + Penalty 1610.826930 = -448458.156525 nChanged 3 SP:Iteration 50Q (15313.096544 sec): 3 clusters Score: Raw -450069.586741 + Penalty 1610.826930 = -448458.759810 nChanged 2 SP:Iteration 51Q (15313.112480 sec): 3 clusters Score: Raw -450070.874460 + Penalty 1610.826930 = -448460.047529 nChanged 2 SP:Iteration 52Q (15313.128375 sec): 3 clusters Score: Raw -450071.579584 + Penalty 1610.826930 = -448460.752654 nChanged 5 SP:Iteration 53Q (15313.144312 sec): 3 clusters Score: Raw -450073.506131 + Penalty 1610.826930 = -448462.679201 nChanged 3 SP:Iteration 54Q (15313.160038 sec): 3 clusters Score: Raw -450075.180666 + Penalty 1610.826930 = -448464.353735 nChanged 4 SP:Iteration 55Q (15313.176141 sec): 3 clusters Score: Raw -450077.115857 + Penalty 1610.826930 = -448466.288927 nChanged 3 SP:Iteration 56Q (15313.192058 sec): 3 clusters Score: Raw -450077.892183 + Penalty 1610.826930 = -448467.065252 nChanged 1 SP:Iteration 57Q (15313.207782 sec): 3 clusters Score: Raw -450078.097541 + Penalty 1610.826930 = -448467.270610 nChanged 0 SP:Iteration 58F (15313.224663 sec): 3 clusters Score: Raw -450078.097541 + Penalty 1610.826930 = -448467.270610 nChanged 0 Trying to split cluster 30 (3263 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15313.241109 sec): 2 clusters Score: Raw -295382.226103 + Penalty 768.588218 = -294613.637885 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15313.253900 sec): 3 clusters Score: Raw -293656.187056 + Penalty 1537.176436 = -292119.010619 nChanged 1353 SP:Iteration 1F (15313.265516 sec): 3 clusters Score: Raw -294382.318239 + Penalty 1537.176436 = -292845.141803 nChanged 229 SP:Iteration 2F (15313.277126 sec): 3 clusters Score: Raw -294511.532970 + Penalty 1537.176436 = -292974.356533 nChanged 184 SP:Iteration 3F (15313.288729 sec): 3 clusters Score: Raw -294623.378215 + Penalty 1537.176436 = -293086.201778 nChanged 159 SP:Iteration 4Q (15313.300494 sec): 3 clusters Score: Raw -294715.188534 + Penalty 1537.176436 = -293178.012098 nChanged 147 SP:Iteration 5Q (15313.312248 sec): 3 clusters Score: Raw -294813.339790 + Penalty 1537.176436 = -293276.163353 nChanged 147 SP:Iteration 6Q (15313.323854 sec): 3 clusters Score: Raw -294923.380850 + Penalty 1537.176436 = -293386.204414 nChanged 157 SP:Iteration 7Q (15313.335454 sec): 3 clusters Score: Raw -295028.953628 + Penalty 1537.176436 = -293491.777192 nChanged 139 SP:Iteration 8Q (15313.347015 sec): 3 clusters Score: Raw -295145.157272 + Penalty 1537.176436 = -293607.980836 nChanged 167 SP:Iteration 9F (15313.358736 sec): 3 clusters Score: Raw -295297.648090 + Penalty 1537.176436 = -293760.471653 nChanged 150 SP:Iteration 10Q (15313.370326 sec): 3 clusters Score: Raw -295437.908053 + Penalty 1537.176436 = -293900.731617 nChanged 120 SP:Iteration 11Q (15313.381882 sec): 3 clusters Score: Raw -295560.466648 + Penalty 1537.176436 = -294023.290212 nChanged 104 SP:Iteration 12Q (15313.393227 sec): 3 clusters Score: Raw -295684.454518 + Penalty 1537.176436 = -294147.278082 nChanged 109 SP:Iteration 13Q (15313.404606 sec): 3 clusters Score: Raw -295829.731380 + Penalty 1537.176436 = -294292.554943 nChanged 74 SP:Iteration 14Q (15313.415896 sec): 3 clusters Score: Raw -295924.757852 + Penalty 1537.176436 = -294387.581416 nChanged 64 SP:Iteration 15Q (15313.427138 sec): 3 clusters Score: Raw -295984.872840 + Penalty 1537.176436 = -294447.696404 nChanged 43 SP:Iteration 16Q (15313.438298 sec): 3 clusters Score: Raw -296013.745672 + Penalty 1537.176436 = -294476.569236 nChanged 31 SP:Iteration 17Q (15313.449410 sec): 3 clusters Score: Raw -296029.223135 + Penalty 1537.176436 = -294492.046698 nChanged 19 SP:Iteration 18Q (15313.460557 sec): 3 clusters Score: Raw -296035.753157 + Penalty 1537.176436 = -294498.576721 nChanged 11 SP:Iteration 19Q (15313.471665 sec): 3 clusters Score: Raw -296041.211415 + Penalty 1537.176436 = -294504.034978 nChanged 10 SP:Iteration 20F (15313.483245 sec): 3 clusters Score: Raw -296046.610582 + Penalty 1537.176436 = -294509.434146 nChanged 10 SP:Iteration 21Q (15313.494267 sec): 3 clusters Score: Raw -296049.139254 + Penalty 1537.176436 = -294511.962818 nChanged 4 SP:Iteration 22Q (15313.505360 sec): 3 clusters Score: Raw -296050.067611 + Penalty 1537.176436 = -294512.891175 nChanged 1 SP:Iteration 23Q (15313.516413 sec): 3 clusters Score: Raw -296050.257817 + Penalty 1537.176436 = -294513.081381 nChanged 0 SP:Iteration 24F (15313.528097 sec): 3 clusters Score: Raw -296050.257817 + Penalty 1537.176436 = -294513.081381 nChanged 0 Trying to split cluster 31 (10307 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15313.550849 sec): 2 clusters Score: Raw -993980.961157 + Penalty 877.854963 = -993103.106194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15313.576197 sec): 3 clusters Score: Raw -987789.441481 + Penalty 1755.709925 = -986033.731555 nChanged 4666 SP:Iteration 1F (15313.600530 sec): 3 clusters Score: Raw -990458.687471 + Penalty 1755.709925 = -988702.977546 nChanged 622 SP:Iteration 2F (15313.624953 sec): 3 clusters Score: Raw -990737.436827 + Penalty 1755.709925 = -988981.726901 nChanged 528 SP:Iteration 3F (15313.649249 sec): 3 clusters Score: Raw -990989.036050 + Penalty 1755.709925 = -989233.326125 nChanged 489 SP:Iteration 4Q (15313.673651 sec): 3 clusters Score: Raw -991259.348846 + Penalty 1755.709925 = -989503.638921 nChanged 542 SP:Iteration 5F (15313.698251 sec): 3 clusters Score: Raw -991606.335005 + Penalty 1755.709925 = -989850.625080 nChanged 535 SP:Iteration 6F (15313.722525 sec): 3 clusters Score: Raw -991964.854871 + Penalty 1755.709925 = -990209.144946 nChanged 509 SP:Iteration 7Q (15313.746794 sec): 3 clusters Score: Raw -992312.207498 + Penalty 1755.709925 = -990556.497572 nChanged 464 SP:Iteration 8Q (15313.770889 sec): 3 clusters Score: Raw -992620.202632 + Penalty 1755.709925 = -990864.492707 nChanged 408 SP:Iteration 9Q (15313.794798 sec): 3 clusters Score: Raw -992917.899511 + Penalty 1755.709925 = -991162.189585 nChanged 391 SP:Iteration 10Q (15313.818660 sec): 3 clusters Score: Raw -993195.416394 + Penalty 1755.709925 = -991439.706468 nChanged 315 SP:Iteration 11Q (15313.842145 sec): 3 clusters Score: Raw -993420.459685 + Penalty 1755.709925 = -991664.749759 nChanged 254 SP:Iteration 12Q (15313.865629 sec): 3 clusters Score: Raw -993565.930836 + Penalty 1755.709925 = -991810.220911 nChanged 215 SP:Iteration 13Q (15313.888801 sec): 3 clusters Score: Raw -993675.898869 + Penalty 1755.709925 = -991920.188943 nChanged 156 SP:Iteration 14Q (15313.911798 sec): 3 clusters Score: Raw -993745.523401 + Penalty 1755.709925 = -991989.813476 nChanged 126 SP:Iteration 15Q (15313.934769 sec): 3 clusters Score: Raw -993798.211523 + Penalty 1755.709925 = -992042.501597 nChanged 104 SP:Iteration 16Q (15313.957626 sec): 3 clusters Score: Raw -993833.584289 + Penalty 1755.709925 = -992077.874363 nChanged 82 SP:Iteration 17Q (15313.980351 sec): 3 clusters Score: Raw -993859.378946 + Penalty 1755.709925 = -992103.669021 nChanged 72 SP:Iteration 18Q (15314.002949 sec): 3 clusters Score: Raw -993879.778321 + Penalty 1755.709925 = -992124.068395 nChanged 58 SP:Iteration 19Q (15314.025525 sec): 3 clusters Score: Raw -993895.013515 + Penalty 1755.709925 = -992139.303590 nChanged 46 SP:Iteration 20F (15314.049763 sec): 3 clusters Score: Raw -993908.890258 + Penalty 1755.709925 = -992153.180333 nChanged 46 SP:Iteration 21Q (15314.072394 sec): 3 clusters Score: Raw -993922.173807 + Penalty 1755.709925 = -992166.463881 nChanged 45 SP:Iteration 22Q (15314.094896 sec): 3 clusters Score: Raw -993935.066460 + Penalty 1755.709925 = -992179.356535 nChanged 43 SP:Iteration 23Q (15314.117575 sec): 3 clusters Score: Raw -993946.918716 + Penalty 1755.709925 = -992191.208791 nChanged 29 SP:Iteration 24Q (15314.139957 sec): 3 clusters Score: Raw -993953.915762 + Penalty 1755.709925 = -992198.205837 nChanged 27 SP:Iteration 25Q (15314.162548 sec): 3 clusters Score: Raw -993961.952266 + Penalty 1755.709925 = -992206.242340 nChanged 25 SP:Iteration 26Q (15314.185038 sec): 3 clusters Score: Raw -993968.858351 + Penalty 1755.709925 = -992213.148425 nChanged 30 SP:Iteration 27Q (15314.219292 sec): 3 clusters Score: Raw -993978.051789 + Penalty 1755.709925 = -992222.341864 nChanged 31 SP:Iteration 28Q (15314.276570 sec): 3 clusters Score: Raw -993987.752408 + Penalty 1755.709925 = -992232.042482 nChanged 30 SP:Iteration 29Q (15314.330592 sec): 3 clusters Score: Raw -993997.082179 + Penalty 1755.709925 = -992241.372254 nChanged 33 SP:Iteration 30Q (15314.352565 sec): 3 clusters Score: Raw -994007.344244 + Penalty 1755.709925 = -992251.634319 nChanged 32 SP:Iteration 31Q (15314.375353 sec): 3 clusters Score: Raw -994015.988583 + Penalty 1755.709925 = -992260.278658 nChanged 25 SP:Iteration 32Q (15314.397823 sec): 3 clusters Score: Raw -994023.344912 + Penalty 1755.709925 = -992267.634987 nChanged 24 SP:Iteration 33Q (15314.420186 sec): 3 clusters Score: Raw -994033.697722 + Penalty 1755.709925 = -992277.987797 nChanged 32 SP:Iteration 34Q (15314.442458 sec): 3 clusters Score: Raw -994043.996390 + Penalty 1755.709925 = -992288.286465 nChanged 23 SP:Iteration 35Q (15314.464828 sec): 3 clusters Score: Raw -994049.864812 + Penalty 1755.709925 = -992294.154886 nChanged 18 SP:Iteration 36Q (15314.487149 sec): 3 clusters Score: Raw -994055.279343 + Penalty 1755.709925 = -992299.569417 nChanged 21 SP:Iteration 37Q (15314.509281 sec): 3 clusters Score: Raw -994061.744705 + Penalty 1755.709925 = -992306.034779 nChanged 21 SP:Iteration 38Q (15314.531541 sec): 3 clusters Score: Raw -994067.310238 + Penalty 1755.709925 = -992311.600313 nChanged 17 SP:Iteration 39Q (15314.553766 sec): 3 clusters Score: Raw -994071.252770 + Penalty 1755.709925 = -992315.542845 nChanged 11 SP:Iteration 40F (15314.578147 sec): 3 clusters Score: Raw -994073.489908 + Penalty 1755.709925 = -992317.779983 nChanged 17 SP:Iteration 41Q (15314.600269 sec): 3 clusters Score: Raw -994077.531028 + Penalty 1755.709925 = -992321.821103 nChanged 19 SP:Iteration 42Q (15314.622547 sec): 3 clusters Score: Raw -994082.464354 + Penalty 1755.709925 = -992326.754428 nChanged 17 SP:Iteration 43Q (15314.644838 sec): 3 clusters Score: Raw -994087.232797 + Penalty 1755.709925 = -992331.522872 nChanged 20 SP:Iteration 44Q (15314.667024 sec): 3 clusters Score: Raw -994092.848519 + Penalty 1755.709925 = -992337.138594 nChanged 17 SP:Iteration 45Q (15314.689025 sec): 3 clusters Score: Raw -994097.938817 + Penalty 1755.709925 = -992342.228891 nChanged 12 SP:Iteration 46Q (15314.711216 sec): 3 clusters Score: Raw -994102.145966 + Penalty 1755.709925 = -992346.436040 nChanged 12 SP:Iteration 47Q (15314.761593 sec): 3 clusters Score: Raw -994105.199493 + Penalty 1755.709925 = -992349.489568 nChanged 12 SP:Iteration 48Q (15314.783624 sec): 3 clusters Score: Raw -994108.419351 + Penalty 1755.709925 = -992352.709425 nChanged 12 SP:Iteration 49Q (15314.805763 sec): 3 clusters Score: Raw -994111.557548 + Penalty 1755.709925 = -992355.847622 nChanged 13 SP:Iteration 50Q (15314.863091 sec): 3 clusters Score: Raw -994114.891508 + Penalty 1755.709925 = -992359.181583 nChanged 14 SP:Iteration 51Q (15314.904744 sec): 3 clusters Score: Raw -994118.763450 + Penalty 1755.709925 = -992363.053524 nChanged 19 SP:Iteration 52Q (15314.926749 sec): 3 clusters Score: Raw -994124.247422 + Penalty 1755.709925 = -992368.537497 nChanged 18 SP:Iteration 53Q (15314.949011 sec): 3 clusters Score: Raw -994128.644918 + Penalty 1755.709925 = -992372.934993 nChanged 12 SP:Iteration 54Q (15314.971053 sec): 3 clusters Score: Raw -994133.693053 + Penalty 1755.709925 = -992377.983128 nChanged 11 SP:Iteration 55Q (15314.993292 sec): 3 clusters Score: Raw -994137.402989 + Penalty 1755.709925 = -992381.693063 nChanged 13 SP:Iteration 56Q (15315.015406 sec): 3 clusters Score: Raw -994141.221809 + Penalty 1755.709925 = -992385.511884 nChanged 13 SP:Iteration 57Q (15315.037372 sec): 3 clusters Score: Raw -994144.909763 + Penalty 1755.709925 = -992389.199837 nChanged 12 SP:Iteration 58Q (15315.059279 sec): 3 clusters Score: Raw -994148.281606 + Penalty 1755.709925 = -992392.571680 nChanged 11 SP:Iteration 59Q (15315.081279 sec): 3 clusters Score: Raw -994152.278913 + Penalty 1755.709925 = -992396.568987 nChanged 6 SP:Iteration 60F (15315.105573 sec): 3 clusters Score: Raw -994153.668155 + Penalty 1755.709925 = -992397.958230 nChanged 0 Trying to split cluster 32 (4134 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15315.122489 sec): 2 clusters Score: Raw -397714.065405 + Penalty 791.065070 = -396923.000334 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15315.138381 sec): 3 clusters Score: Raw -395471.074523 + Penalty 1582.130141 = -393888.944383 nChanged 1727 SP:Iteration 1F (15315.153008 sec): 3 clusters Score: Raw -396462.112343 + Penalty 1582.130141 = -394879.982203 nChanged 326 SP:Iteration 2F (15315.167636 sec): 3 clusters Score: Raw -396664.273073 + Penalty 1582.130141 = -395082.142933 nChanged 275 SP:Iteration 3F (15315.182432 sec): 3 clusters Score: Raw -396847.074722 + Penalty 1582.130141 = -395264.944581 nChanged 234 SP:Iteration 4F (15315.197147 sec): 3 clusters Score: Raw -397010.257452 + Penalty 1582.130141 = -395428.127311 nChanged 194 SP:Iteration 5Q (15315.211753 sec): 3 clusters Score: Raw -397154.839189 + Penalty 1582.130141 = -395572.709048 nChanged 181 SP:Iteration 6Q (15315.226440 sec): 3 clusters Score: Raw -397297.078623 + Penalty 1582.130141 = -395714.948482 nChanged 169 SP:Iteration 7Q (15315.241097 sec): 3 clusters Score: Raw -397437.648475 + Penalty 1582.130141 = -395855.518334 nChanged 131 SP:Iteration 8Q (15315.255465 sec): 3 clusters Score: Raw -397526.208960 + Penalty 1582.130141 = -395944.078820 nChanged 93 SP:Iteration 9Q (15315.269948 sec): 3 clusters Score: Raw -397571.948144 + Penalty 1582.130141 = -395989.818004 nChanged 68 SP:Iteration 10Q (15315.284362 sec): 3 clusters Score: Raw -397604.957021 + Penalty 1582.130141 = -396022.826880 nChanged 66 SP:Iteration 11Q (15315.298732 sec): 3 clusters Score: Raw -397636.738815 + Penalty 1582.130141 = -396054.608674 nChanged 49 SP:Iteration 12Q (15315.312941 sec): 3 clusters Score: Raw -397661.180284 + Penalty 1582.130141 = -396079.050144 nChanged 39 SP:Iteration 13Q (15315.327233 sec): 3 clusters Score: Raw -397676.951978 + Penalty 1582.130141 = -396094.821838 nChanged 33 SP:Iteration 14Q (15315.341376 sec): 3 clusters Score: Raw -397690.076454 + Penalty 1582.130141 = -396107.946313 nChanged 30 SP:Iteration 15Q (15315.355615 sec): 3 clusters Score: Raw -397698.978101 + Penalty 1582.130141 = -396116.847960 nChanged 27 SP:Iteration 16Q (15315.369894 sec): 3 clusters Score: Raw -397709.506156 + Penalty 1582.130141 = -396127.376015 nChanged 25 SP:Iteration 17Q (15315.384053 sec): 3 clusters Score: Raw -397717.264660 + Penalty 1582.130141 = -396135.134519 nChanged 22 SP:Iteration 18Q (15315.398268 sec): 3 clusters Score: Raw -397724.001223 + Penalty 1582.130141 = -396141.871082 nChanged 15 SP:Iteration 19Q (15315.412501 sec): 3 clusters Score: Raw -397729.457095 + Penalty 1582.130141 = -396147.326955 nChanged 16 SP:Iteration 20F (15315.427023 sec): 3 clusters Score: Raw -397734.835883 + Penalty 1582.130141 = -396152.705743 nChanged 15 SP:Iteration 21Q (15315.441117 sec): 3 clusters Score: Raw -397741.307405 + Penalty 1582.130141 = -396159.177265 nChanged 18 SP:Iteration 22Q (15315.455115 sec): 3 clusters Score: Raw -397746.882135 + Penalty 1582.130141 = -396164.751995 nChanged 17 SP:Iteration 23Q (15315.469311 sec): 3 clusters Score: Raw -397753.194140 + Penalty 1582.130141 = -396171.064000 nChanged 22 SP:Iteration 24Q (15315.483465 sec): 3 clusters Score: Raw -397760.556987 + Penalty 1582.130141 = -396178.426846 nChanged 14 SP:Iteration 25Q (15315.497612 sec): 3 clusters Score: Raw -397765.955366 + Penalty 1582.130141 = -396183.825226 nChanged 22 SP:Iteration 26Q (15315.511616 sec): 3 clusters Score: Raw -397773.470229 + Penalty 1582.130141 = -396191.340088 nChanged 16 SP:Iteration 27Q (15315.525721 sec): 3 clusters Score: Raw -397778.842684 + Penalty 1582.130141 = -396196.712543 nChanged 9 SP:Iteration 28Q (15315.539849 sec): 3 clusters Score: Raw -397780.984775 + Penalty 1582.130141 = -396198.854635 nChanged 9 SP:Iteration 29Q (15315.553939 sec): 3 clusters Score: Raw -397783.879000 + Penalty 1582.130141 = -396201.748859 nChanged 10 SP:Iteration 30Q (15315.568039 sec): 3 clusters Score: Raw -397786.114752 + Penalty 1582.130141 = -396203.984611 nChanged 7 SP:Iteration 31Q (15315.581976 sec): 3 clusters Score: Raw -397789.571225 + Penalty 1582.130141 = -396207.441084 nChanged 11 SP:Iteration 32Q (15315.596099 sec): 3 clusters Score: Raw -397795.948089 + Penalty 1582.130141 = -396213.817948 nChanged 11 SP:Iteration 33Q (15315.610052 sec): 3 clusters Score: Raw -397799.400207 + Penalty 1582.130141 = -396217.270066 nChanged 6 SP:Iteration 34Q (15315.623935 sec): 3 clusters Score: Raw -397800.818163 + Penalty 1582.130141 = -396218.688023 nChanged 5 SP:Iteration 35Q (15315.637846 sec): 3 clusters Score: Raw -397801.608755 + Penalty 1582.130141 = -396219.478614 nChanged 3 SP:Iteration 36Q (15315.651894 sec): 3 clusters Score: Raw -397802.344101 + Penalty 1582.130141 = -396220.213960 nChanged 4 SP:Iteration 37Q (15315.665974 sec): 3 clusters Score: Raw -397803.184694 + Penalty 1582.130141 = -396221.054553 nChanged 5 SP:Iteration 38Q (15315.680043 sec): 3 clusters Score: Raw -397804.098513 + Penalty 1582.130141 = -396221.968372 nChanged 4 SP:Iteration 39Q (15315.694139 sec): 3 clusters Score: Raw -397804.877520 + Penalty 1582.130141 = -396222.747380 nChanged 6 SP:Iteration 40F (15315.708658 sec): 3 clusters Score: Raw -397806.359821 + Penalty 1582.130141 = -396224.229681 nChanged 7 SP:Iteration 41Q (15315.722737 sec): 3 clusters Score: Raw -397808.111437 + Penalty 1582.130141 = -396225.981296 nChanged 7 SP:Iteration 42Q (15315.736644 sec): 3 clusters Score: Raw -397809.279000 + Penalty 1582.130141 = -396227.148859 nChanged 7 SP:Iteration 43Q (15315.750675 sec): 3 clusters Score: Raw -397811.484234 + Penalty 1582.130141 = -396229.354094 nChanged 6 SP:Iteration 44Q (15315.764652 sec): 3 clusters Score: Raw -397813.056885 + Penalty 1582.130141 = -396230.926745 nChanged 4 SP:Iteration 45Q (15315.778525 sec): 3 clusters Score: Raw -397813.873912 + Penalty 1582.130141 = -396231.743771 nChanged 5 SP:Iteration 46Q (15315.792448 sec): 3 clusters Score: Raw -397815.162052 + Penalty 1582.130141 = -396233.031911 nChanged 5 SP:Iteration 47Q (15315.806462 sec): 3 clusters Score: Raw -397817.238557 + Penalty 1582.130141 = -396235.108416 nChanged 9 SP:Iteration 48Q (15315.820519 sec): 3 clusters Score: Raw -397822.098494 + Penalty 1582.130141 = -396239.968354 nChanged 9 SP:Iteration 49Q (15315.834519 sec): 3 clusters Score: Raw -397825.216900 + Penalty 1582.130141 = -396243.086759 nChanged 9 SP:Iteration 50Q (15315.848528 sec): 3 clusters Score: Raw -397829.534449 + Penalty 1582.130141 = -396247.404308 nChanged 14 SP:Iteration 51Q (15315.862496 sec): 3 clusters Score: Raw -397835.758737 + Penalty 1582.130141 = -396253.628596 nChanged 14 SP:Iteration 52Q (15315.876470 sec): 3 clusters Score: Raw -397844.016036 + Penalty 1582.130141 = -396261.885895 nChanged 14 SP:Iteration 53Q (15315.924643 sec): 3 clusters Score: Raw -397853.393654 + Penalty 1582.130141 = -396271.263513 nChanged 16 SP:Iteration 54Q (15315.938786 sec): 3 clusters Score: Raw -397860.833607 + Penalty 1582.130141 = -396278.703466 nChanged 12 SP:Iteration 55Q (15315.952601 sec): 3 clusters Score: Raw -397865.591652 + Penalty 1582.130141 = -396283.461512 nChanged 10 SP:Iteration 56Q (15315.966554 sec): 3 clusters Score: Raw -397869.057446 + Penalty 1582.130141 = -396286.927305 nChanged 10 SP:Iteration 57Q (15315.980521 sec): 3 clusters Score: Raw -397872.956632 + Penalty 1582.130141 = -396290.826492 nChanged 8 SP:Iteration 58Q (15315.994701 sec): 3 clusters Score: Raw -397876.120035 + Penalty 1582.130141 = -396293.989894 nChanged 7 SP:Iteration 59Q (15316.008682 sec): 3 clusters Score: Raw -397878.406942 + Penalty 1582.130141 = -396296.276802 nChanged 7 SP:Iteration 60F (15316.022806 sec): 3 clusters Score: Raw -397880.578825 + Penalty 1582.130141 = -396298.448684 nChanged 5 SP:Iteration 61Q (15316.036791 sec): 3 clusters Score: Raw -397883.478074 + Penalty 1582.130141 = -396301.347934 nChanged 5 SP:Iteration 62Q (15316.050549 sec): 3 clusters Score: Raw -397884.755467 + Penalty 1582.130141 = -396302.625326 nChanged 1 SP:Iteration 63Q (15316.064429 sec): 3 clusters Score: Raw -397886.325109 + Penalty 1582.130141 = -396304.194968 nChanged 5 SP:Iteration 64Q (15316.078401 sec): 3 clusters Score: Raw -397888.885381 + Penalty 1582.130141 = -396306.755240 nChanged 9 SP:Iteration 65Q (15316.092273 sec): 3 clusters Score: Raw -397892.378361 + Penalty 1582.130141 = -396310.248221 nChanged 9 SP:Iteration 66Q (15316.106193 sec): 3 clusters Score: Raw -397895.514170 + Penalty 1582.130141 = -396313.384030 nChanged 6 SP:Iteration 67Q (15316.119904 sec): 3 clusters Score: Raw -397897.288272 + Penalty 1582.130141 = -396315.158132 nChanged 3 SP:Iteration 68Q (15316.133818 sec): 3 clusters Score: Raw -397898.173070 + Penalty 1582.130141 = -396316.042930 nChanged 4 SP:Iteration 69Q (15316.147677 sec): 3 clusters Score: Raw -397900.405914 + Penalty 1582.130141 = -396318.275773 nChanged 2 SP:Iteration 70Q (15316.161548 sec): 3 clusters Score: Raw -397900.930176 + Penalty 1582.130141 = -396318.800035 nChanged 1 SP:Iteration 71Q (15316.175410 sec): 3 clusters Score: Raw -397901.201638 + Penalty 1582.130141 = -396319.071497 nChanged 1 SP:Iteration 72Q (15316.189260 sec): 3 clusters Score: Raw -397901.552740 + Penalty 1582.130141 = -396319.422599 nChanged 1 SP:Iteration 73Q (15316.202960 sec): 3 clusters Score: Raw -397901.679541 + Penalty 1582.130141 = -396319.549401 nChanged 0 SP:Iteration 74F (15316.217441 sec): 3 clusters Score: Raw -397901.679541 + Penalty 1582.130141 = -396319.549401 nChanged 0 Trying to split cluster 33 (533 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15316.231783 sec): 2 clusters Score: Raw -41730.616205 + Penalty 596.459535 = -41134.156670 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15316.234513 sec): 3 clusters Score: Raw -41590.831390 + Penalty 1192.919071 = -40397.912320 nChanged 158 SP:Iteration 1F (15316.236943 sec): 3 clusters Score: Raw -41769.733878 + Penalty 1192.919071 = -40576.814808 nChanged 53 SP:Iteration 2F (15316.239348 sec): 3 clusters Score: Raw -41852.426721 + Penalty 1192.919071 = -40659.507650 nChanged 24 SP:Iteration 3Q (15316.241749 sec): 3 clusters Score: Raw -41887.804495 + Penalty 1192.919071 = -40694.885425 nChanged 19 SP:Iteration 4Q (15316.244142 sec): 3 clusters Score: Raw -41926.924296 + Penalty 1192.919071 = -40734.005225 nChanged 18 SP:Iteration 5Q (15316.246510 sec): 3 clusters Score: Raw -41949.297498 + Penalty 1192.919071 = -40756.378428 nChanged 12 SP:Iteration 6Q (15316.248886 sec): 3 clusters Score: Raw -41960.394154 + Penalty 1192.919071 = -40767.475083 nChanged 11 SP:Iteration 7Q (15316.251253 sec): 3 clusters Score: Raw -41972.821032 + Penalty 1192.919071 = -40779.901962 nChanged 16 SP:Iteration 8Q (15316.253602 sec): 3 clusters Score: Raw -41989.572694 + Penalty 1192.919071 = -40796.653623 nChanged 16 SP:Iteration 9Q (15316.256030 sec): 3 clusters Score: Raw -42012.981348 + Penalty 1192.919071 = -40820.062278 nChanged 12 SP:Iteration 10Q (15316.258397 sec): 3 clusters Score: Raw -42034.627485 + Penalty 1192.919071 = -40841.708415 nChanged 16 SP:Iteration 11Q (15316.260734 sec): 3 clusters Score: Raw -42068.484461 + Penalty 1192.919071 = -40875.565391 nChanged 14 SP:Iteration 12Q (15316.263078 sec): 3 clusters Score: Raw -42096.795429 + Penalty 1192.919071 = -40903.876358 nChanged 16 SP:Iteration 13Q (15316.265405 sec): 3 clusters Score: Raw -42141.937815 + Penalty 1192.919071 = -40949.018745 nChanged 13 SP:Iteration 14Q (15316.267723 sec): 3 clusters Score: Raw -42172.449714 + Penalty 1192.919071 = -40979.530643 nChanged 12 SP:Iteration 15Q (15316.270042 sec): 3 clusters Score: Raw -42199.557801 + Penalty 1192.919071 = -41006.638730 nChanged 6 SP:Iteration 16Q (15316.272347 sec): 3 clusters Score: Raw -42208.464099 + Penalty 1192.919071 = -41015.545028 nChanged 5 SP:Iteration 17Q (15316.274656 sec): 3 clusters Score: Raw -42214.898897 + Penalty 1192.919071 = -41021.979826 nChanged 5 SP:Iteration 18Q (15316.276963 sec): 3 clusters Score: Raw -42226.535655 + Penalty 1192.919071 = -41033.616585 nChanged 7 SP:Iteration 19Q (15316.279215 sec): 3 clusters Score: Raw -42241.963262 + Penalty 1192.919071 = -41049.044191 nChanged 6 SP:Iteration 20F (15316.281610 sec): 3 clusters Score: Raw -42248.466159 + Penalty 1192.919071 = -41055.547089 nChanged 4 SP:Iteration 21Q (15316.283922 sec): 3 clusters Score: Raw -42254.040641 + Penalty 1192.919071 = -41061.121570 nChanged 3 SP:Iteration 22Q (15316.286233 sec): 3 clusters Score: Raw -42259.162568 + Penalty 1192.919071 = -41066.243498 nChanged 2 SP:Iteration 23Q (15316.288603 sec): 3 clusters Score: Raw -42262.399024 + Penalty 1192.919071 = -41069.479954 nChanged 0 SP:Iteration 24F (15316.290975 sec): 3 clusters Score: Raw -42262.399024 + Penalty 1192.919071 = -41069.479954 nChanged 0 Trying to split cluster 34 (12723 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15316.316235 sec): 2 clusters Score: Raw -1196154.123099 + Penalty 897.860833 = -1195256.262266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15316.344826 sec): 3 clusters Score: Raw -1188467.312181 + Penalty 1795.721665 = -1186671.590516 nChanged 5837 SP:Iteration 1F (15316.371918 sec): 3 clusters Score: Raw -1191701.160061 + Penalty 1795.721665 = -1189905.438396 nChanged 666 SP:Iteration 2F (15316.399325 sec): 3 clusters Score: Raw -1191946.789837 + Penalty 1795.721665 = -1190151.068172 nChanged 604 SP:Iteration 3Q (15316.426630 sec): 3 clusters Score: Raw -1192182.807676 + Penalty 1795.721665 = -1190387.086011 nChanged 580 SP:Iteration 4Q (15316.454226 sec): 3 clusters Score: Raw -1192438.394784 + Penalty 1795.721665 = -1190642.673119 nChanged 598 SP:Iteration 5Q (15316.481783 sec): 3 clusters Score: Raw -1192701.000517 + Penalty 1795.721665 = -1190905.278851 nChanged 599 SP:Iteration 6Q (15316.509274 sec): 3 clusters Score: Raw -1192990.925318 + Penalty 1795.721665 = -1191195.203653 nChanged 629 SP:Iteration 7Q (15316.536838 sec): 3 clusters Score: Raw -1193308.168207 + Penalty 1795.721665 = -1191512.446542 nChanged 617 SP:Iteration 8Q (15316.564089 sec): 3 clusters Score: Raw -1193654.586818 + Penalty 1795.721665 = -1191858.865153 nChanged 581 SP:Iteration 9Q (15316.591316 sec): 3 clusters Score: Raw -1194001.356831 + Penalty 1795.721665 = -1192205.635166 nChanged 534 SP:Iteration 10Q (15316.618813 sec): 3 clusters Score: Raw -1194306.681855 + Penalty 1795.721665 = -1192510.960190 nChanged 468 SP:Iteration 11Q (15316.645981 sec): 3 clusters Score: Raw -1194567.650081 + Penalty 1795.721665 = -1192771.928416 nChanged 374 SP:Iteration 12Q (15316.673053 sec): 3 clusters Score: Raw -1194750.622748 + Penalty 1795.721665 = -1192954.901083 nChanged 296 SP:Iteration 13Q (15316.699742 sec): 3 clusters Score: Raw -1194867.945585 + Penalty 1795.721665 = -1193072.223920 nChanged 245 SP:Iteration 14Q (15316.726364 sec): 3 clusters Score: Raw -1194963.646090 + Penalty 1795.721665 = -1193167.924425 nChanged 206 SP:Iteration 15Q (15316.752688 sec): 3 clusters Score: Raw -1195042.177277 + Penalty 1795.721665 = -1193246.455612 nChanged 183 SP:Iteration 16Q (15316.779275 sec): 3 clusters Score: Raw -1195113.935819 + Penalty 1795.721665 = -1193318.214154 nChanged 162 SP:Iteration 17Q (15316.805600 sec): 3 clusters Score: Raw -1195179.433060 + Penalty 1795.721665 = -1193383.711394 nChanged 189 SP:Iteration 18Q (15316.831758 sec): 3 clusters Score: Raw -1195260.405632 + Penalty 1795.721665 = -1193464.683967 nChanged 182 SP:Iteration 19Q (15316.858016 sec): 3 clusters Score: Raw -1195336.440332 + Penalty 1795.721665 = -1193540.718667 nChanged 169 SP:Iteration 20F (15316.885054 sec): 3 clusters Score: Raw -1195413.584983 + Penalty 1795.721665 = -1193617.863318 nChanged 169 SP:Iteration 21Q (15316.911140 sec): 3 clusters Score: Raw -1195503.242330 + Penalty 1795.721665 = -1193707.520665 nChanged 155 SP:Iteration 22Q (15316.937005 sec): 3 clusters Score: Raw -1195575.720569 + Penalty 1795.721665 = -1193779.998904 nChanged 141 SP:Iteration 23Q (15316.962912 sec): 3 clusters Score: Raw -1195636.076389 + Penalty 1795.721665 = -1193840.354724 nChanged 138 SP:Iteration 24Q (15316.988847 sec): 3 clusters Score: Raw -1195684.007446 + Penalty 1795.721665 = -1193888.285781 nChanged 109 SP:Iteration 25Q (15317.014321 sec): 3 clusters Score: Raw -1195724.573238 + Penalty 1795.721665 = -1193928.851573 nChanged 121 SP:Iteration 26Q (15317.039941 sec): 3 clusters Score: Raw -1195762.271333 + Penalty 1795.721665 = -1193966.549668 nChanged 103 SP:Iteration 27Q (15317.065442 sec): 3 clusters Score: Raw -1195794.102884 + Penalty 1795.721665 = -1193998.381219 nChanged 101 SP:Iteration 28Q (15317.090745 sec): 3 clusters Score: Raw -1195824.206269 + Penalty 1795.721665 = -1194028.484604 nChanged 82 SP:Iteration 29Q (15317.116052 sec): 3 clusters Score: Raw -1195848.963196 + Penalty 1795.721665 = -1194053.241531 nChanged 88 SP:Iteration 30Q (15317.141375 sec): 3 clusters Score: Raw -1195879.574952 + Penalty 1795.721665 = -1194083.853286 nChanged 95 SP:Iteration 31Q (15317.167032 sec): 3 clusters Score: Raw -1195910.323948 + Penalty 1795.721665 = -1194114.602283 nChanged 81 SP:Iteration 32Q (15317.192284 sec): 3 clusters Score: Raw -1195937.828710 + Penalty 1795.721665 = -1194142.107045 nChanged 84 SP:Iteration 33Q (15317.217357 sec): 3 clusters Score: Raw -1195963.045703 + Penalty 1795.721665 = -1194167.324038 nChanged 55 SP:Iteration 34Q (15317.242498 sec): 3 clusters Score: Raw -1195977.797088 + Penalty 1795.721665 = -1194182.075423 nChanged 46 SP:Iteration 35Q (15317.267635 sec): 3 clusters Score: Raw -1195990.012768 + Penalty 1795.721665 = -1194194.291103 nChanged 51 SP:Iteration 36Q (15317.292530 sec): 3 clusters Score: Raw -1196002.759360 + Penalty 1795.721665 = -1194207.037695 nChanged 46 SP:Iteration 37Q (15317.317345 sec): 3 clusters Score: Raw -1196015.706471 + Penalty 1795.721665 = -1194219.984806 nChanged 42 SP:Iteration 38Q (15317.342201 sec): 3 clusters Score: Raw -1196024.885579 + Penalty 1795.721665 = -1194229.163914 nChanged 30 SP:Iteration 39Q (15317.367061 sec): 3 clusters Score: Raw -1196032.255201 + Penalty 1795.721665 = -1194236.533536 nChanged 31 SP:Iteration 40F (15317.394508 sec): 3 clusters Score: Raw -1196038.098230 + Penalty 1795.721665 = -1194242.376565 nChanged 27 SP:Iteration 41Q (15317.419545 sec): 3 clusters Score: Raw -1196042.885351 + Penalty 1795.721665 = -1194247.163686 nChanged 29 SP:Iteration 42Q (15317.444604 sec): 3 clusters Score: Raw -1196049.445868 + Penalty 1795.721665 = -1194253.724203 nChanged 32 SP:Iteration 43Q (15317.469325 sec): 3 clusters Score: Raw -1196057.797903 + Penalty 1795.721665 = -1194262.076238 nChanged 34 SP:Iteration 44Q (15317.494045 sec): 3 clusters Score: Raw -1196067.108825 + Penalty 1795.721665 = -1194271.387160 nChanged 33 SP:Iteration 45Q (15317.518509 sec): 3 clusters Score: Raw -1196073.981749 + Penalty 1795.721665 = -1194278.260084 nChanged 20 SP:Iteration 46Q (15317.543160 sec): 3 clusters Score: Raw -1196078.676571 + Penalty 1795.721665 = -1194282.954906 nChanged 29 SP:Iteration 47Q (15317.567810 sec): 3 clusters Score: Raw -1196085.587638 + Penalty 1795.721665 = -1194289.865973 nChanged 30 SP:Iteration 48Q (15317.592455 sec): 3 clusters Score: Raw -1196096.066179 + Penalty 1795.721665 = -1194300.344514 nChanged 35 SP:Iteration 49Q (15317.617095 sec): 3 clusters Score: Raw -1196111.373035 + Penalty 1795.721665 = -1194315.651370 nChanged 45 SP:Iteration 50Q (15317.641755 sec): 3 clusters Score: Raw -1196129.884895 + Penalty 1795.721665 = -1194334.163230 nChanged 45 SP:Iteration 51Q (15317.666262 sec): 3 clusters Score: Raw -1196143.266743 + Penalty 1795.721665 = -1194347.545078 nChanged 36 SP:Iteration 52Q (15317.690860 sec): 3 clusters Score: Raw -1196158.149170 + Penalty 1795.721665 = -1194362.427505 nChanged 38 SP:Iteration 53Q (15317.715483 sec): 3 clusters Score: Raw -1196175.134929 + Penalty 1795.721665 = -1194379.413264 nChanged 32 SP:Iteration 54Q (15317.740016 sec): 3 clusters Score: Raw -1196186.691915 + Penalty 1795.721665 = -1194390.970250 nChanged 32 SP:Iteration 55Q (15317.764320 sec): 3 clusters Score: Raw -1196198.020865 + Penalty 1795.721665 = -1194402.299200 nChanged 32 SP:Iteration 56Q (15317.788965 sec): 3 clusters Score: Raw -1196211.631971 + Penalty 1795.721665 = -1194415.910306 nChanged 28 SP:Iteration 57Q (15317.813193 sec): 3 clusters Score: Raw -1196221.504462 + Penalty 1795.721665 = -1194425.782797 nChanged 30 SP:Iteration 58Q (15317.837594 sec): 3 clusters Score: Raw -1196232.092159 + Penalty 1795.721665 = -1194436.370494 nChanged 26 SP:Iteration 59Q (15317.862015 sec): 3 clusters Score: Raw -1196244.865425 + Penalty 1795.721665 = -1194449.143760 nChanged 34 SP:Iteration 60F (15317.889034 sec): 3 clusters Score: Raw -1196257.658818 + Penalty 1795.721665 = -1194461.937153 nChanged 28 SP:Iteration 61Q (15317.913549 sec): 3 clusters Score: Raw -1196267.433765 + Penalty 1795.721665 = -1194471.712100 nChanged 19 SP:Iteration 62Q (15317.937765 sec): 3 clusters Score: Raw -1196274.299450 + Penalty 1795.721665 = -1194478.577785 nChanged 14 SP:Iteration 63Q (15317.961859 sec): 3 clusters Score: Raw -1196279.508011 + Penalty 1795.721665 = -1194483.786346 nChanged 11 SP:Iteration 64Q (15317.985950 sec): 3 clusters Score: Raw -1196285.157148 + Penalty 1795.721665 = -1194489.435483 nChanged 15 SP:Iteration 65Q (15318.010106 sec): 3 clusters Score: Raw -1196292.260640 + Penalty 1795.721665 = -1194496.538974 nChanged 12 SP:Iteration 66Q (15318.034120 sec): 3 clusters Score: Raw -1196296.784595 + Penalty 1795.721665 = -1194501.062930 nChanged 14 SP:Iteration 67Q (15318.058448 sec): 3 clusters Score: Raw -1196302.298469 + Penalty 1795.721665 = -1194506.576804 nChanged 9 SP:Iteration 68Q (15318.082604 sec): 3 clusters Score: Raw -1196304.803912 + Penalty 1795.721665 = -1194509.082247 nChanged 6 SP:Iteration 69Q (15318.106619 sec): 3 clusters Score: Raw -1196307.194311 + Penalty 1795.721665 = -1194511.472646 nChanged 5 SP:Iteration 70Q (15318.130697 sec): 3 clusters Score: Raw -1196308.589193 + Penalty 1795.721665 = -1194512.867528 nChanged 4 SP:Iteration 71Q (15318.154722 sec): 3 clusters Score: Raw -1196309.849117 + Penalty 1795.721665 = -1194514.127452 nChanged 6 SP:Iteration 72Q (15318.178711 sec): 3 clusters Score: Raw -1196311.502523 + Penalty 1795.721665 = -1194515.780858 nChanged 3 SP:Iteration 73Q (15318.202928 sec): 3 clusters Score: Raw -1196312.638572 + Penalty 1795.721665 = -1194516.916907 nChanged 3 SP:Iteration 74Q (15318.227024 sec): 3 clusters Score: Raw -1196314.542742 + Penalty 1795.721665 = -1194518.821077 nChanged 3 SP:Iteration 75Q (15318.251094 sec): 3 clusters Score: Raw -1196315.662690 + Penalty 1795.721665 = -1194519.941025 nChanged 1 SP:Iteration 76Q (15318.275282 sec): 3 clusters Score: Raw -1196316.098441 + Penalty 1795.721665 = -1194520.376776 nChanged 0 SP:Iteration 77F (15318.302177 sec): 3 clusters Score: Raw -1196316.098441 + Penalty 1795.721665 = -1194520.376776 nChanged 0 Trying to split cluster 35 (7342 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15318.321580 sec): 2 clusters Score: Raw -704013.038148 + Penalty 845.629824 = -703167.408325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15318.343499 sec): 3 clusters Score: Raw -699747.512123 + Penalty 1691.259647 = -698056.252476 nChanged 3231 SP:Iteration 1F (15318.364391 sec): 3 clusters Score: Raw -701635.265477 + Penalty 1691.259647 = -699944.005830 nChanged 525 SP:Iteration 2F (15318.385602 sec): 3 clusters Score: Raw -701923.048480 + Penalty 1691.259647 = -700231.788833 nChanged 485 SP:Iteration 3F (15318.406724 sec): 3 clusters Score: Raw -702225.436343 + Penalty 1691.259647 = -700534.176696 nChanged 445 SP:Iteration 4F (15318.431062 sec): 3 clusters Score: Raw -702548.699856 + Penalty 1691.259647 = -700857.440208 nChanged 454 SP:Iteration 5F (15318.452236 sec): 3 clusters Score: Raw -702889.664796 + Penalty 1691.259647 = -701198.405149 nChanged 397 SP:Iteration 6F (15318.473328 sec): 3 clusters Score: Raw -703216.372617 + Penalty 1691.259647 = -701525.112970 nChanged 344 SP:Iteration 7Q (15318.494360 sec): 3 clusters Score: Raw -703524.779888 + Penalty 1691.259647 = -701833.520241 nChanged 260 SP:Iteration 8Q (15318.515352 sec): 3 clusters Score: Raw -703755.705083 + Penalty 1691.259647 = -702064.445436 nChanged 162 SP:Iteration 9Q (15318.536096 sec): 3 clusters Score: Raw -703894.179128 + Penalty 1691.259647 = -702202.919481 nChanged 117 SP:Iteration 10Q (15318.556224 sec): 3 clusters Score: Raw -703996.317716 + Penalty 1691.259647 = -702305.058069 nChanged 70 SP:Iteration 11Q (15318.576353 sec): 3 clusters Score: Raw -704063.539471 + Penalty 1691.259647 = -702372.279824 nChanged 45 SP:Iteration 12Q (15318.596363 sec): 3 clusters Score: Raw -704117.584473 + Penalty 1691.259647 = -702426.324825 nChanged 31 SP:Iteration 13Q (15318.616096 sec): 3 clusters Score: Raw -704147.399819 + Penalty 1691.259647 = -702456.140172 nChanged 20 SP:Iteration 14Q (15318.635640 sec): 3 clusters Score: Raw -704167.221779 + Penalty 1691.259647 = -702475.962132 nChanged 10 SP:Iteration 15Q (15318.655393 sec): 3 clusters Score: Raw -704178.311765 + Penalty 1691.259647 = -702487.052117 nChanged 9 SP:Iteration 16Q (15318.674789 sec): 3 clusters Score: Raw -704187.407516 + Penalty 1691.259647 = -702496.147869 nChanged 5 SP:Iteration 17Q (15318.694432 sec): 3 clusters Score: Raw -704191.487795 + Penalty 1691.259647 = -702500.228147 nChanged 2 SP:Iteration 18Q (15318.714223 sec): 3 clusters Score: Raw -704192.623549 + Penalty 1691.259647 = -702501.363902 nChanged 2 SP:Iteration 19Q (15318.733740 sec): 3 clusters Score: Raw -704193.939784 + Penalty 1691.259647 = -702502.680136 nChanged 2 SP:Iteration 20F (15318.754686 sec): 3 clusters Score: Raw -704195.889587 + Penalty 1691.259647 = -702504.629940 nChanged 2 SP:Iteration 21Q (15318.774292 sec): 3 clusters Score: Raw -704197.310693 + Penalty 1691.259647 = -702506.051046 nChanged 0 SP:Iteration 22F (15318.795568 sec): 3 clusters Score: Raw -704197.310693 + Penalty 1691.259647 = -702506.051046 nChanged 0 Trying to split cluster 36 (5638 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15318.813716 sec): 2 clusters Score: Raw -503613.680491 + Penalty 820.542044 = -502793.138447 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15318.833794 sec): 3 clusters Score: Raw -500445.107007 + Penalty 1641.084088 = -498804.022920 nChanged 2454 SP:Iteration 1F (15318.853571 sec): 3 clusters Score: Raw -501831.542253 + Penalty 1641.084088 = -500190.458166 nChanged 410 SP:Iteration 2F (15318.873252 sec): 3 clusters Score: Raw -502076.956160 + Penalty 1641.084088 = -500435.872072 nChanged 380 SP:Iteration 3F (15318.893216 sec): 3 clusters Score: Raw -502303.540789 + Penalty 1641.084088 = -500662.456701 nChanged 305 SP:Iteration 4F (15318.913097 sec): 3 clusters Score: Raw -502479.875831 + Penalty 1641.084088 = -500838.791743 nChanged 272 SP:Iteration 5Q (15318.932887 sec): 3 clusters Score: Raw -502646.083547 + Penalty 1641.084088 = -501004.999459 nChanged 261 SP:Iteration 6Q (15318.952651 sec): 3 clusters Score: Raw -502803.329490 + Penalty 1641.084088 = -501162.245402 nChanged 243 SP:Iteration 7Q (15318.971986 sec): 3 clusters Score: Raw -502935.838750 + Penalty 1641.084088 = -501294.754663 nChanged 203 SP:Iteration 8Q (15318.991393 sec): 3 clusters Score: Raw -503037.569839 + Penalty 1641.084088 = -501396.485751 nChanged 163 SP:Iteration 9Q (15319.010637 sec): 3 clusters Score: Raw -503108.044699 + Penalty 1641.084088 = -501466.960612 nChanged 133 SP:Iteration 10Q (15319.030056 sec): 3 clusters Score: Raw -503157.419547 + Penalty 1641.084088 = -501516.335459 nChanged 109 SP:Iteration 11Q (15319.049540 sec): 3 clusters Score: Raw -503205.308644 + Penalty 1641.084088 = -501564.224557 nChanged 102 SP:Iteration 12Q (15319.068824 sec): 3 clusters Score: Raw -503247.118554 + Penalty 1641.084088 = -501606.034466 nChanged 100 SP:Iteration 13Q (15319.088359 sec): 3 clusters Score: Raw -503283.144904 + Penalty 1641.084088 = -501642.060816 nChanged 84 SP:Iteration 14Q (15319.107813 sec): 3 clusters Score: Raw -503313.541298 + Penalty 1641.084088 = -501672.457210 nChanged 86 SP:Iteration 15Q (15319.127205 sec): 3 clusters Score: Raw -503340.874023 + Penalty 1641.084088 = -501699.789935 nChanged 85 SP:Iteration 16Q (15319.146722 sec): 3 clusters Score: Raw -503367.348234 + Penalty 1641.084088 = -501726.264146 nChanged 63 SP:Iteration 17Q (15319.166074 sec): 3 clusters Score: Raw -503386.515639 + Penalty 1641.084088 = -501745.431551 nChanged 49 SP:Iteration 18Q (15319.185327 sec): 3 clusters Score: Raw -503404.363902 + Penalty 1641.084088 = -501763.279814 nChanged 50 SP:Iteration 19Q (15319.204666 sec): 3 clusters Score: Raw -503416.940338 + Penalty 1641.084088 = -501775.856250 nChanged 37 SP:Iteration 20F (15319.224632 sec): 3 clusters Score: Raw -503425.048472 + Penalty 1641.084088 = -501783.964384 nChanged 43 SP:Iteration 21Q (15319.243664 sec): 3 clusters Score: Raw -503434.094211 + Penalty 1641.084088 = -501793.010124 nChanged 41 SP:Iteration 22Q (15319.263116 sec): 3 clusters Score: Raw -503442.159924 + Penalty 1641.084088 = -501801.075837 nChanged 30 SP:Iteration 23Q (15319.282371 sec): 3 clusters Score: Raw -503448.383004 + Penalty 1641.084088 = -501807.298916 nChanged 30 SP:Iteration 24Q (15319.301406 sec): 3 clusters Score: Raw -503454.389237 + Penalty 1641.084088 = -501813.305150 nChanged 34 SP:Iteration 25Q (15319.320340 sec): 3 clusters Score: Raw -503461.669566 + Penalty 1641.084088 = -501820.585479 nChanged 38 SP:Iteration 26Q (15319.339614 sec): 3 clusters Score: Raw -503469.719199 + Penalty 1641.084088 = -501828.635111 nChanged 43 SP:Iteration 27Q (15319.358964 sec): 3 clusters Score: Raw -503478.071542 + Penalty 1641.084088 = -501836.987454 nChanged 32 SP:Iteration 28Q (15319.378263 sec): 3 clusters Score: Raw -503483.484775 + Penalty 1641.084088 = -501842.400687 nChanged 32 SP:Iteration 29Q (15319.397325 sec): 3 clusters Score: Raw -503488.060563 + Penalty 1641.084088 = -501846.976475 nChanged 32 SP:Iteration 30Q (15319.416526 sec): 3 clusters Score: Raw -503494.198867 + Penalty 1641.084088 = -501853.114780 nChanged 35 SP:Iteration 31Q (15319.435604 sec): 3 clusters Score: Raw -503501.931632 + Penalty 1641.084088 = -501860.847544 nChanged 39 SP:Iteration 32Q (15319.454671 sec): 3 clusters Score: Raw -503510.977984 + Penalty 1641.084088 = -501869.893897 nChanged 43 SP:Iteration 33Q (15319.473941 sec): 3 clusters Score: Raw -503520.648144 + Penalty 1641.084088 = -501879.564056 nChanged 38 SP:Iteration 34Q (15319.493061 sec): 3 clusters Score: Raw -503528.379920 + Penalty 1641.084088 = -501887.295833 nChanged 29 SP:Iteration 35Q (15319.512058 sec): 3 clusters Score: Raw -503534.406832 + Penalty 1641.084088 = -501893.322744 nChanged 24 SP:Iteration 36Q (15319.531141 sec): 3 clusters Score: Raw -503539.311405 + Penalty 1641.084088 = -501898.227317 nChanged 25 SP:Iteration 37Q (15319.550391 sec): 3 clusters Score: Raw -503544.797215 + Penalty 1641.084088 = -501903.713127 nChanged 30 SP:Iteration 38Q (15319.569512 sec): 3 clusters Score: Raw -503552.180860 + Penalty 1641.084088 = -501911.096772 nChanged 34 SP:Iteration 39Q (15319.588630 sec): 3 clusters Score: Raw -503562.645888 + Penalty 1641.084088 = -501921.561800 nChanged 38 SP:Iteration 40F (15319.608212 sec): 3 clusters Score: Raw -503572.978670 + Penalty 1641.084088 = -501931.894583 nChanged 35 SP:Iteration 41Q (15319.627343 sec): 3 clusters Score: Raw -503583.971084 + Penalty 1641.084088 = -501942.886996 nChanged 37 SP:Iteration 42Q (15319.646398 sec): 3 clusters Score: Raw -503594.902365 + Penalty 1641.084088 = -501953.818277 nChanged 39 SP:Iteration 43Q (15319.665407 sec): 3 clusters Score: Raw -503608.088039 + Penalty 1641.084088 = -501967.003951 nChanged 38 SP:Iteration 44Q (15319.684378 sec): 3 clusters Score: Raw -503625.439666 + Penalty 1641.084088 = -501984.355579 nChanged 46 SP:Iteration 45Q (15319.703558 sec): 3 clusters Score: Raw -503649.036401 + Penalty 1641.084088 = -502007.952313 nChanged 37 SP:Iteration 46Q (15319.722556 sec): 3 clusters Score: Raw -503665.240215 + Penalty 1641.084088 = -502024.156127 nChanged 39 SP:Iteration 47Q (15319.741481 sec): 3 clusters Score: Raw -503682.965036 + Penalty 1641.084088 = -502041.880948 nChanged 39 SP:Iteration 48Q (15319.760162 sec): 3 clusters Score: Raw -503699.535876 + Penalty 1641.084088 = -502058.451789 nChanged 39 SP:Iteration 49Q (15319.778684 sec): 3 clusters Score: Raw -503714.775668 + Penalty 1641.084088 = -502073.691581 nChanged 35 SP:Iteration 50Q (15319.797278 sec): 3 clusters Score: Raw -503729.073386 + Penalty 1641.084088 = -502087.989299 nChanged 29 SP:Iteration 51Q (15319.815974 sec): 3 clusters Score: Raw -503740.464334 + Penalty 1641.084088 = -502099.380246 nChanged 32 SP:Iteration 52Q (15319.834788 sec): 3 clusters Score: Raw -503754.252485 + Penalty 1641.084088 = -502113.168398 nChanged 25 SP:Iteration 53Q (15319.853700 sec): 3 clusters Score: Raw -503764.602368 + Penalty 1641.084088 = -502123.518281 nChanged 19 SP:Iteration 54Q (15319.872281 sec): 3 clusters Score: Raw -503772.062166 + Penalty 1641.084088 = -502130.978078 nChanged 23 SP:Iteration 55Q (15319.891224 sec): 3 clusters Score: Raw -503779.976389 + Penalty 1641.084088 = -502138.892302 nChanged 21 SP:Iteration 56Q (15319.909939 sec): 3 clusters Score: Raw -503788.122616 + Penalty 1641.084088 = -502147.038528 nChanged 28 SP:Iteration 57Q (15319.928503 sec): 3 clusters Score: Raw -503801.174229 + Penalty 1641.084088 = -502160.090141 nChanged 31 SP:Iteration 58Q (15319.946945 sec): 3 clusters Score: Raw -503815.037484 + Penalty 1641.084088 = -502173.953397 nChanged 26 SP:Iteration 59Q (15319.965578 sec): 3 clusters Score: Raw -503822.708453 + Penalty 1641.084088 = -502181.624365 nChanged 15 SP:Iteration 60F (15319.985009 sec): 3 clusters Score: Raw -503826.828000 + Penalty 1641.084088 = -502185.743913 nChanged 16 SP:Iteration 61Q (15320.003525 sec): 3 clusters Score: Raw -503832.819516 + Penalty 1641.084088 = -502191.735428 nChanged 15 SP:Iteration 62Q (15320.022115 sec): 3 clusters Score: Raw -503838.365283 + Penalty 1641.084088 = -502197.281195 nChanged 14 SP:Iteration 63Q (15320.040796 sec): 3 clusters Score: Raw -503842.936720 + Penalty 1641.084088 = -502201.852632 nChanged 13 SP:Iteration 64Q (15320.059580 sec): 3 clusters Score: Raw -503846.393067 + Penalty 1641.084088 = -502205.308979 nChanged 10 SP:Iteration 65Q (15320.078106 sec): 3 clusters Score: Raw -503849.676476 + Penalty 1641.084088 = -502208.592389 nChanged 12 SP:Iteration 66Q (15320.096552 sec): 3 clusters Score: Raw -503853.537783 + Penalty 1641.084088 = -502212.453696 nChanged 7 SP:Iteration 67Q (15320.114767 sec): 3 clusters Score: Raw -503855.138831 + Penalty 1641.084088 = -502214.054743 nChanged 5 SP:Iteration 68Q (15320.133410 sec): 3 clusters Score: Raw -503856.269408 + Penalty 1641.084088 = -502215.185321 nChanged 4 SP:Iteration 69Q (15320.151791 sec): 3 clusters Score: Raw -503856.861936 + Penalty 1641.084088 = -502215.777849 nChanged 0 SP:Iteration 70F (15320.171668 sec): 3 clusters Score: Raw -503856.861936 + Penalty 1641.084088 = -502215.777849 nChanged 0 Trying to split cluster 37 (135730 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15320.319070 sec): 2 clusters Score: Raw -13002926.166858 + Penalty 1122.750175 = -13001803.416683 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15320.491233 sec): 3 clusters Score: Raw -12912632.354884 + Penalty 2245.500350 = -12910386.854534 nChanged 66107 SP:Iteration 1F (15320.661179 sec): 3 clusters Score: Raw -12953041.587349 + Penalty 2245.500350 = -12950796.086998 nChanged 5488 SP:Iteration 2Q (15320.843933 sec): 3 clusters Score: Raw -12954845.272378 + Penalty 2245.500350 = -12952599.772028 nChanged 6194 SP:Iteration 3Q (15321.025635 sec): 3 clusters Score: Raw -12957262.621748 + Penalty 2245.500350 = -12955017.121398 nChanged 6937 SP:Iteration 4F (15321.195080 sec): 3 clusters Score: Raw -12960417.520111 + Penalty 2245.500350 = -12958172.019760 nChanged 7784 SP:Iteration 5F (15321.364538 sec): 3 clusters Score: Raw -12964365.019949 + Penalty 2245.500350 = -12962119.519598 nChanged 8149 SP:Iteration 6F (15321.533933 sec): 3 clusters Score: Raw -12968782.353221 + Penalty 2245.500350 = -12966536.852871 nChanged 7763 SP:Iteration 7F (15321.703292 sec): 3 clusters Score: Raw -12973298.143679 + Penalty 2245.500350 = -12971052.643329 nChanged 7021 SP:Iteration 8F (15321.872461 sec): 3 clusters Score: Raw -12977652.356355 + Penalty 2245.500350 = -12975406.856005 nChanged 6088 SP:Iteration 9Q (15322.051597 sec): 3 clusters Score: Raw -12981413.493638 + Penalty 2245.500350 = -12979167.993288 nChanged 4993 SP:Iteration 10Q (15322.228501 sec): 3 clusters Score: Raw -12984009.477405 + Penalty 2245.500350 = -12981763.977055 nChanged 3594 SP:Iteration 11Q (15322.402287 sec): 3 clusters Score: Raw -12985461.111411 + Penalty 2245.500350 = -12983215.611061 nChanged 2613 SP:Iteration 12Q (15322.574109 sec): 3 clusters Score: Raw -12986352.286786 + Penalty 2245.500350 = -12984106.786436 nChanged 2339 SP:Iteration 13Q (15322.744819 sec): 3 clusters Score: Raw -12987148.112208 + Penalty 2245.500350 = -12984902.611858 nChanged 2382 SP:Iteration 14Q (15322.913599 sec): 3 clusters Score: Raw -12987967.542253 + Penalty 2245.500350 = -12985722.041903 nChanged 2476 SP:Iteration 15Q (15323.081303 sec): 3 clusters Score: Raw -12988873.060272 + Penalty 2245.500350 = -12986627.559921 nChanged 2566 SP:Iteration 16Q (15323.248996 sec): 3 clusters Score: Raw -12989858.557373 + Penalty 2245.500350 = -12987613.057023 nChanged 2638 SP:Iteration 17Q (15323.414886 sec): 3 clusters Score: Raw -12990965.333921 + Penalty 2245.500350 = -12988719.833570 nChanged 2622 SP:Iteration 18Q (15323.578396 sec): 3 clusters Score: Raw -12992107.787625 + Penalty 2245.500350 = -12989862.287275 nChanged 2571 SP:Iteration 19Q (15323.740075 sec): 3 clusters Score: Raw -12993288.281107 + Penalty 2245.500350 = -12991042.780757 nChanged 2453 SP:Iteration 20F (15323.909247 sec): 3 clusters Score: Raw -12994461.038626 + Penalty 2245.500350 = -12992215.538275 nChanged 2312 SP:Iteration 21Q (15324.067063 sec): 3 clusters Score: Raw -12995603.911447 + Penalty 2245.500350 = -12993358.411097 nChanged 2131 SP:Iteration 22Q (15324.222925 sec): 3 clusters Score: Raw -12996730.295383 + Penalty 2245.500350 = -12994484.795033 nChanged 1967 SP:Iteration 23Q (15324.376822 sec): 3 clusters Score: Raw -12997817.055176 + Penalty 2245.500350 = -12995571.554826 nChanged 1755 SP:Iteration 24Q (15324.528558 sec): 3 clusters Score: Raw -12998799.659751 + Penalty 2245.500350 = -12996554.159401 nChanged 1530 SP:Iteration 25Q (15324.678117 sec): 3 clusters Score: Raw -12999646.072380 + Penalty 2245.500350 = -12997400.572029 nChanged 1269 SP:Iteration 26Q (15324.825918 sec): 3 clusters Score: Raw -13000340.494401 + Penalty 2245.500350 = -12998094.994050 nChanged 1094 SP:Iteration 27Q (15324.972329 sec): 3 clusters Score: Raw -13000926.739227 + Penalty 2245.500350 = -12998681.238877 nChanged 845 SP:Iteration 28Q (15325.116886 sec): 3 clusters Score: Raw -13001359.452556 + Penalty 2245.500350 = -12999113.952205 nChanged 699 SP:Iteration 29Q (15325.260564 sec): 3 clusters Score: Raw -13001708.659121 + Penalty 2245.500350 = -12999463.158771 nChanged 570 SP:Iteration 30Q (15325.402593 sec): 3 clusters Score: Raw -13001987.765982 + Penalty 2245.500350 = -12999742.265632 nChanged 441 SP:Iteration 31Q (15325.543980 sec): 3 clusters Score: Raw -13002180.679953 + Penalty 2245.500350 = -12999935.179602 nChanged 355 SP:Iteration 32Q (15325.684743 sec): 3 clusters Score: Raw -13002333.607695 + Penalty 2245.500350 = -13000088.107345 nChanged 309 SP:Iteration 33Q (15325.825343 sec): 3 clusters Score: Raw -13002460.282741 + Penalty 2245.500350 = -13000214.782391 nChanged 273 SP:Iteration 34Q (15325.965471 sec): 3 clusters Score: Raw -13002572.949231 + Penalty 2245.500350 = -13000327.448880 nChanged 235 SP:Iteration 35Q (15326.105371 sec): 3 clusters Score: Raw -13002667.569759 + Penalty 2245.500350 = -13000422.069408 nChanged 190 SP:Iteration 36Q (15326.245172 sec): 3 clusters Score: Raw -13002744.940959 + Penalty 2245.500350 = -13000499.440609 nChanged 164 SP:Iteration 37Q (15326.384229 sec): 3 clusters Score: Raw -13002802.707248 + Penalty 2245.500350 = -13000557.206897 nChanged 148 SP:Iteration 38Q (15326.523325 sec): 3 clusters Score: Raw -13002851.412539 + Penalty 2245.500350 = -13000605.912189 nChanged 125 SP:Iteration 39Q (15326.662336 sec): 3 clusters Score: Raw -13002893.149767 + Penalty 2245.500350 = -13000647.649416 nChanged 108 SP:Iteration 40F (15326.829670 sec): 3 clusters Score: Raw -13002928.160003 + Penalty 2245.500350 = -13000682.659652 nChanged 87 SP:Iteration 41Q (15326.968362 sec): 3 clusters Score: Raw -13002948.079850 + Penalty 2245.500350 = -13000702.579500 nChanged 66 SP:Iteration 42Q (15327.107382 sec): 3 clusters Score: Raw -13002967.503418 + Penalty 2245.500350 = -13000722.003068 nChanged 64 SP:Iteration 43Q (15327.246760 sec): 3 clusters Score: Raw -13002985.346268 + Penalty 2245.500350 = -13000739.845917 nChanged 68 SP:Iteration 44Q (15327.385302 sec): 3 clusters Score: Raw -13003003.273078 + Penalty 2245.500350 = -13000757.772728 nChanged 57 SP:Iteration 45Q (15327.523995 sec): 3 clusters Score: Raw -13003018.249844 + Penalty 2245.500350 = -13000772.749493 nChanged 51 SP:Iteration 46Q (15327.684214 sec): 3 clusters Score: Raw -13003028.801633 + Penalty 2245.500350 = -13000783.301283 nChanged 31 SP:Iteration 47Q (15327.823089 sec): 3 clusters Score: Raw -13003035.387601 + Penalty 2245.500350 = -13000789.887250 nChanged 20 SP:Iteration 48Q (15327.962015 sec): 3 clusters Score: Raw -13003039.292319 + Penalty 2245.500350 = -13000793.791969 nChanged 15 SP:Iteration 49Q (15328.100633 sec): 3 clusters Score: Raw -13003042.231083 + Penalty 2245.500350 = -13000796.730733 nChanged 10 SP:Iteration 50Q (15328.239104 sec): 3 clusters Score: Raw -13003044.150184 + Penalty 2245.500350 = -13000798.649833 nChanged 13 SP:Iteration 51Q (15328.377622 sec): 3 clusters Score: Raw -13003047.335584 + Penalty 2245.500350 = -13000801.835234 nChanged 17 SP:Iteration 52Q (15328.516055 sec): 3 clusters Score: Raw -13003051.242703 + Penalty 2245.500350 = -13000805.742352 nChanged 14 SP:Iteration 53Q (15328.654424 sec): 3 clusters Score: Raw -13003055.543606 + Penalty 2245.500350 = -13000810.043255 nChanged 18 SP:Iteration 54Q (15328.792809 sec): 3 clusters Score: Raw -13003058.424430 + Penalty 2245.500350 = -13000812.924080 nChanged 11 SP:Iteration 55Q (15328.931625 sec): 3 clusters Score: Raw -13003060.454149 + Penalty 2245.500350 = -13000814.953799 nChanged 9 SP:Iteration 56Q (15329.070079 sec): 3 clusters Score: Raw -13003062.675068 + Penalty 2245.500350 = -13000817.174718 nChanged 11 SP:Iteration 57Q (15329.208744 sec): 3 clusters Score: Raw -13003064.080733 + Penalty 2245.500350 = -13000818.580383 nChanged 7 SP:Iteration 58Q (15329.346763 sec): 3 clusters Score: Raw -13003065.696255 + Penalty 2245.500350 = -13000820.195905 nChanged 8 SP:Iteration 59Q (15329.485351 sec): 3 clusters Score: Raw -13003066.914043 + Penalty 2245.500350 = -13000821.413693 nChanged 7 SP:Iteration 60F (15329.653040 sec): 3 clusters Score: Raw -13003068.571537 + Penalty 2245.500350 = -13000823.071186 nChanged 11 SP:Iteration 61Q (15329.791714 sec): 3 clusters Score: Raw -13003071.599875 + Penalty 2245.500350 = -13000826.099525 nChanged 16 SP:Iteration 62Q (15329.930424 sec): 3 clusters Score: Raw -13003076.047263 + Penalty 2245.500350 = -13000830.546912 nChanged 15 SP:Iteration 63Q (15330.069079 sec): 3 clusters Score: Raw -13003081.121879 + Penalty 2245.500350 = -13000835.621528 nChanged 20 SP:Iteration 64Q (15330.207766 sec): 3 clusters Score: Raw -13003086.405615 + Penalty 2245.500350 = -13000840.905265 nChanged 17 SP:Iteration 65Q (15330.373772 sec): 3 clusters Score: Raw -13003090.829738 + Penalty 2245.500350 = -13000845.329387 nChanged 14 SP:Iteration 66Q (15330.512118 sec): 3 clusters Score: Raw -13003095.547192 + Penalty 2245.500350 = -13000850.046842 nChanged 16 SP:Iteration 67Q (15330.650201 sec): 3 clusters Score: Raw -13003100.421978 + Penalty 2245.500350 = -13000854.921628 nChanged 16 SP:Iteration 68Q (15330.789132 sec): 3 clusters Score: Raw -13003107.781375 + Penalty 2245.500350 = -13000862.281024 nChanged 19 SP:Iteration 69Q (15330.925618 sec): 3 clusters Score: Raw -13003114.582892 + Penalty 2245.500350 = -13000869.082541 nChanged 16 SP:Iteration 70Q (15331.064298 sec): 3 clusters Score: Raw -13003120.037558 + Penalty 2245.500350 = -13000874.537207 nChanged 15 SP:Iteration 71Q (15331.202691 sec): 3 clusters Score: Raw -13003124.064736 + Penalty 2245.500350 = -13000878.564386 nChanged 15 SP:Iteration 72Q (15331.341130 sec): 3 clusters Score: Raw -13003127.766680 + Penalty 2245.500350 = -13000882.266330 nChanged 9 SP:Iteration 73Q (15331.479492 sec): 3 clusters Score: Raw -13003129.891834 + Penalty 2245.500350 = -13000884.391483 nChanged 9 SP:Iteration 74Q (15331.618087 sec): 3 clusters Score: Raw -13003132.543468 + Penalty 2245.500350 = -13000887.043118 nChanged 7 SP:Iteration 75Q (15331.756342 sec): 3 clusters Score: Raw -13003133.970792 + Penalty 2245.500350 = -13000888.470442 nChanged 4 SP:Iteration 76Q (15331.894743 sec): 3 clusters Score: Raw -13003134.564397 + Penalty 2245.500350 = -13000889.064047 nChanged 3 SP:Iteration 77Q (15332.033078 sec): 3 clusters Score: Raw -13003135.061169 + Penalty 2245.500350 = -13000889.560818 nChanged 5 SP:Iteration 78Q (15332.171547 sec): 3 clusters Score: Raw -13003136.088853 + Penalty 2245.500350 = -13000890.588503 nChanged 3 SP:Iteration 79Q (15332.309668 sec): 3 clusters Score: Raw -13003137.218399 + Penalty 2245.500350 = -13000891.718049 nChanged 6 SP:Iteration 80F (15332.476949 sec): 3 clusters Score: Raw -13003138.646118 + Penalty 2245.500350 = -13000893.145768 nChanged 5 SP:Iteration 81Q (15332.615588 sec): 3 clusters Score: Raw -13003140.343764 + Penalty 2245.500350 = -13000894.843414 nChanged 5 SP:Iteration 82Q (15332.753550 sec): 3 clusters Score: Raw -13003141.699703 + Penalty 2245.500350 = -13000896.199352 nChanged 8 SP:Iteration 83Q (15332.891786 sec): 3 clusters Score: Raw -13003145.479841 + Penalty 2245.500350 = -13000899.979491 nChanged 9 SP:Iteration 84Q (15333.030288 sec): 3 clusters Score: Raw -13003148.056586 + Penalty 2245.500350 = -13000902.556236 nChanged 11 SP:Iteration 85Q (15333.168993 sec): 3 clusters Score: Raw -13003151.311433 + Penalty 2245.500350 = -13000905.811082 nChanged 10 SP:Iteration 86Q (15333.307333 sec): 3 clusters Score: Raw -13003154.003935 + Penalty 2245.500350 = -13000908.503584 nChanged 10 SP:Iteration 87Q (15333.445769 sec): 3 clusters Score: Raw -13003156.873308 + Penalty 2245.500350 = -13000911.372958 nChanged 6 SP:Iteration 88Q (15333.583995 sec): 3 clusters Score: Raw -13003159.753668 + Penalty 2245.500350 = -13000914.253317 nChanged 10 SP:Iteration 89Q (15333.722441 sec): 3 clusters Score: Raw -13003162.093637 + Penalty 2245.500350 = -13000916.593286 nChanged 5 SP:Iteration 90Q (15333.860460 sec): 3 clusters Score: Raw -13003163.039533 + Penalty 2245.500350 = -13000917.539183 nChanged 6 SP:Iteration 91Q (15333.999000 sec): 3 clusters Score: Raw -13003164.015780 + Penalty 2245.500350 = -13000918.515430 nChanged 4 SP:Iteration 92Q (15334.137247 sec): 3 clusters Score: Raw -13003164.736806 + Penalty 2245.500350 = -13000919.236456 nChanged 4 SP:Iteration 93Q (15334.276715 sec): 3 clusters Score: Raw -13003165.348608 + Penalty 2245.500350 = -13000919.848257 nChanged 3 SP:Iteration 94Q (15334.414970 sec): 3 clusters Score: Raw -13003166.292469 + Penalty 2245.500350 = -13000920.792118 nChanged 1 SP:Iteration 95Q (15334.553342 sec): 3 clusters Score: Raw -13003166.330504 + Penalty 2245.500350 = -13000920.830153 nChanged 0 SP:Iteration 96F (15334.720694 sec): 3 clusters Score: Raw -13003166.330504 + Penalty 2245.500350 = -13000920.830153 nChanged 0 Trying to split cluster 38 (289391 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15334.958273 sec): 2 clusters Score: Raw -27608089.240173 + Penalty 1194.675729 = -27606894.564444 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15335.316006 sec): 3 clusters Score: Raw -27412998.503266 + Penalty 2389.351459 = -27410609.151807 nChanged 142119 SP:Iteration 1F (15335.667616 sec): 3 clusters Score: Raw -27501788.866265 + Penalty 2389.351459 = -27499399.514806 nChanged 11817 SP:Iteration 2Q (15336.041737 sec): 3 clusters Score: Raw -27506097.021968 + Penalty 2389.351459 = -27503707.670509 nChanged 15291 SP:Iteration 3F (15336.393056 sec): 3 clusters Score: Raw -27513617.986251 + Penalty 2389.351459 = -27511228.634792 nChanged 20581 SP:Iteration 4F (15336.743163 sec): 3 clusters Score: Raw -27526968.960552 + Penalty 2389.351459 = -27524579.609093 nChanged 25939 SP:Iteration 5F (15337.095965 sec): 3 clusters Score: Raw -27548281.601980 + Penalty 2389.351459 = -27545892.250522 nChanged 26986 SP:Iteration 6F (15337.452517 sec): 3 clusters Score: Raw -27574274.325794 + Penalty 2389.351459 = -27571884.974335 nChanged 20300 SP:Iteration 7F (15337.805925 sec): 3 clusters Score: Raw -27594991.150537 + Penalty 2389.351459 = -27592601.799078 nChanged 9736 SP:Iteration 8Q (15338.154746 sec): 3 clusters Score: Raw -27604577.231723 + Penalty 2389.351459 = -27602187.880264 nChanged 3023 SP:Iteration 9Q (15338.476423 sec): 3 clusters Score: Raw -27607305.774013 + Penalty 2389.351459 = -27604916.422554 nChanged 756 SP:Iteration 10Q (15338.773989 sec): 3 clusters Score: Raw -27607962.208886 + Penalty 2389.351459 = -27605572.857427 nChanged 181 SP:Iteration 11Q (15339.060063 sec): 3 clusters Score: Raw -27608145.968425 + Penalty 2389.351459 = -27605756.616966 nChanged 66 SP:Iteration 12Q (15339.343833 sec): 3 clusters Score: Raw -27608244.899136 + Penalty 2389.351459 = -27605855.547678 nChanged 42 SP:Iteration 13Q (15339.626200 sec): 3 clusters Score: Raw -27608288.317912 + Penalty 2389.351459 = -27605898.966453 nChanged 19 SP:Iteration 14Q (15339.911829 sec): 3 clusters Score: Raw -27608312.217200 + Penalty 2389.351459 = -27605922.865741 nChanged 16 SP:Iteration 15Q (15340.194592 sec): 3 clusters Score: Raw -27608335.498992 + Penalty 2389.351459 = -27605946.147533 nChanged 19 SP:Iteration 16Q (15340.477263 sec): 3 clusters Score: Raw -27608361.639643 + Penalty 2389.351459 = -27605972.288184 nChanged 18 SP:Iteration 17Q (15340.761484 sec): 3 clusters Score: Raw -27608393.364879 + Penalty 2389.351459 = -27606004.013420 nChanged 23 SP:Iteration 18Q (15341.045486 sec): 3 clusters Score: Raw -27608417.356510 + Penalty 2389.351459 = -27606028.005051 nChanged 19 SP:Iteration 19Q (15341.329498 sec): 3 clusters Score: Raw -27608437.829348 + Penalty 2389.351459 = -27606048.477889 nChanged 22 SP:Iteration 20F (15341.677517 sec): 3 clusters Score: Raw -27608463.991896 + Penalty 2389.351459 = -27606074.640437 nChanged 20 SP:Iteration 21Q (15341.960220 sec): 3 clusters Score: Raw -27608480.323754 + Penalty 2389.351459 = -27606090.972295 nChanged 13 SP:Iteration 22Q (15342.242884 sec): 3 clusters Score: Raw -27608493.663320 + Penalty 2389.351459 = -27606104.311861 nChanged 12 SP:Iteration 23Q (15342.525524 sec): 3 clusters Score: Raw -27608507.958281 + Penalty 2389.351459 = -27606118.606822 nChanged 9 SP:Iteration 24Q (15342.808299 sec): 3 clusters Score: Raw -27608514.393548 + Penalty 2389.351459 = -27606125.042090 nChanged 13 SP:Iteration 25Q (15343.090953 sec): 3 clusters Score: Raw -27608523.148918 + Penalty 2389.351459 = -27606133.797459 nChanged 9 SP:Iteration 26Q (15343.373695 sec): 3 clusters Score: Raw -27608528.275222 + Penalty 2389.351459 = -27606138.923764 nChanged 7 SP:Iteration 27Q (15343.656204 sec): 3 clusters Score: Raw -27608533.582472 + Penalty 2389.351459 = -27606144.231013 nChanged 7 SP:Iteration 28Q (15343.939763 sec): 3 clusters Score: Raw -27608540.475987 + Penalty 2389.351459 = -27606151.124528 nChanged 8 SP:Iteration 29Q (15344.222416 sec): 3 clusters Score: Raw -27608547.232480 + Penalty 2389.351459 = -27606157.881021 nChanged 12 SP:Iteration 30Q (15344.505587 sec): 3 clusters Score: Raw -27608557.410068 + Penalty 2389.351459 = -27606168.058609 nChanged 16 SP:Iteration 31Q (15344.788148 sec): 3 clusters Score: Raw -27608569.380664 + Penalty 2389.351459 = -27606180.029205 nChanged 9 SP:Iteration 32Q (15345.070881 sec): 3 clusters Score: Raw -27608575.023858 + Penalty 2389.351459 = -27606185.672399 nChanged 9 SP:Iteration 33Q (15345.353537 sec): 3 clusters Score: Raw -27608579.712020 + Penalty 2389.351459 = -27606190.360562 nChanged 5 SP:Iteration 34Q (15345.636412 sec): 3 clusters Score: Raw -27608582.599848 + Penalty 2389.351459 = -27606193.248389 nChanged 6 SP:Iteration 35Q (15345.918966 sec): 3 clusters Score: Raw -27608586.269267 + Penalty 2389.351459 = -27606196.917808 nChanged 3 SP:Iteration 36Q (15346.201475 sec): 3 clusters Score: Raw -27608587.690183 + Penalty 2389.351459 = -27606198.338724 nChanged 3 SP:Iteration 37Q (15346.484087 sec): 3 clusters Score: Raw -27608589.435700 + Penalty 2389.351459 = -27606200.084242 nChanged 2 SP:Iteration 38Q (15346.778738 sec): 3 clusters Score: Raw -27608590.570266 + Penalty 2389.351459 = -27606201.218807 nChanged 2 SP:Iteration 39Q (15347.061550 sec): 3 clusters Score: Raw -27608591.239350 + Penalty 2389.351459 = -27606201.887892 nChanged 4 SP:Iteration 40F (15347.408509 sec): 3 clusters Score: Raw -27608592.829631 + Penalty 2389.351459 = -27606203.478172 nChanged 3 SP:Iteration 41Q (15347.691270 sec): 3 clusters Score: Raw -27608594.033200 + Penalty 2389.351459 = -27606204.681742 nChanged 3 SP:Iteration 42Q (15347.973981 sec): 3 clusters Score: Raw -27608596.194626 + Penalty 2389.351459 = -27606206.843167 nChanged 5 SP:Iteration 43Q (15348.256818 sec): 3 clusters Score: Raw -27608599.339086 + Penalty 2389.351459 = -27606209.987628 nChanged 3 SP:Iteration 44Q (15348.539531 sec): 3 clusters Score: Raw -27608600.888685 + Penalty 2389.351459 = -27606211.537227 nChanged 2 SP:Iteration 45Q (15348.822329 sec): 3 clusters Score: Raw -27608601.936193 + Penalty 2389.351459 = -27606212.584734 nChanged 1 SP:Iteration 46Q (15349.105295 sec): 3 clusters Score: Raw -27608602.384444 + Penalty 2389.351459 = -27606213.032986 nChanged 4 SP:Iteration 47Q (15349.388018 sec): 3 clusters Score: Raw -27608603.947252 + Penalty 2389.351459 = -27606214.595794 nChanged 4 SP:Iteration 48Q (15349.670654 sec): 3 clusters Score: Raw -27608605.398692 + Penalty 2389.351459 = -27606216.047233 nChanged 3 SP:Iteration 49Q (15349.954630 sec): 3 clusters Score: Raw -27608607.862065 + Penalty 2389.351459 = -27606218.510606 nChanged 3 SP:Iteration 50Q (15350.237324 sec): 3 clusters Score: Raw -27608609.357517 + Penalty 2389.351459 = -27606220.006058 nChanged 3 SP:Iteration 51Q (15350.519618 sec): 3 clusters Score: Raw -27608610.155081 + Penalty 2389.351459 = -27606220.803622 nChanged 4 SP:Iteration 52Q (15350.802169 sec): 3 clusters Score: Raw -27608611.519784 + Penalty 2389.351459 = -27606222.168326 nChanged 0 SP:Iteration 53F (15351.148853 sec): 3 clusters Score: Raw -27608611.519784 + Penalty 2389.351459 = -27606222.168326 nChanged 0 Iteration 419Q (15359.833593 sec): 39 clusters Score: Raw -89558860.936189 + Penalty 49805.239891 = -89509055.696298 nChanged 30 Iteration 420F (15377.694070 sec): 39 clusters Score: Raw -89558861.388209 + Penalty 49805.239891 = -89509056.148318 nChanged 30 Iteration 421Q (15386.385598 sec): 39 clusters Score: Raw -89558861.888961 + Penalty 49805.239891 = -89509056.649070 nChanged 28 Iteration 422Q (15395.093605 sec): 39 clusters Score: Raw -89558862.190802 + Penalty 49805.239891 = -89509056.950912 nChanged 32 Iteration 423Q (15403.828086 sec): 39 clusters Score: Raw -89558862.568489 + Penalty 49805.239891 = -89509057.328598 nChanged 36 Iteration 424Q (15412.520424 sec): 39 clusters Score: Raw -89558863.030400 + Penalty 49805.239891 = -89509057.790509 nChanged 29 Iteration 425Q (15421.209768 sec): 39 clusters Score: Raw -89558863.294276 + Penalty 49805.239891 = -89509058.054385 nChanged 33 Iteration 426Q (15429.924482 sec): 39 clusters Score: Raw -89558863.652924 + Penalty 49805.239891 = -89509058.413033 nChanged 36 Iteration 427Q (15438.623874 sec): 39 clusters Score: Raw -89558864.003175 + Penalty 49805.239891 = -89509058.763284 nChanged 32 Iteration 428Q (15447.318052 sec): 39 clusters Score: Raw -89558864.292879 + Penalty 49805.239891 = -89509059.052988 nChanged 26 Iteration 429Q (15456.006030 sec): 39 clusters Score: Raw -89558864.624562 + Penalty 49805.239891 = -89509059.384671 nChanged 17 Iteration 430Q (15464.696332 sec): 39 clusters Score: Raw -89558864.760118 + Penalty 49805.239891 = -89509059.520227 nChanged 10 Iteration 431Q (15473.402309 sec): 39 clusters Score: Raw -89558864.852371 + Penalty 49805.239891 = -89509059.612480 nChanged 12 Iteration 432Q (15482.091960 sec): 39 clusters Score: Raw -89558864.984450 + Penalty 49805.239891 = -89509059.744559 nChanged 16 Iteration 433Q (15490.803866 sec): 39 clusters Score: Raw -89558865.156441 + Penalty 49805.239891 = -89509059.916550 nChanged 10 Iteration 434Q (15499.518494 sec): 39 clusters Score: Raw -89558865.231924 + Penalty 49805.239891 = -89509059.992033 nChanged 11 Iteration 435Q (15508.231468 sec): 39 clusters Score: Raw -89558865.333976 + Penalty 49805.239891 = -89509060.094085 nChanged 13 Iteration 436Q (15516.930815 sec): 39 clusters Score: Raw -89558865.441092 + Penalty 49805.239891 = -89509060.201201 nChanged 11 Iteration 437Q (15525.623256 sec): 39 clusters Score: Raw -89558865.514595 + Penalty 49805.239891 = -89509060.274704 nChanged 10 Iteration 438Q (15534.306452 sec): 39 clusters Score: Raw -89558865.569571 + Penalty 49805.239891 = -89509060.329680 nChanged 4 Iteration 439Q (15543.023889 sec): 39 clusters Score: Raw -89558865.602279 + Penalty 49805.239891 = -89509060.362389 nChanged 3 Iteration 440F (15560.846779 sec): 39 clusters Score: Raw -89558865.613818 + Penalty 49805.239891 = -89509060.373927 nChanged 3 Iteration 441Q (15569.531557 sec): 39 clusters Score: Raw -89558865.679425 + Penalty 49805.239891 = -89509060.439534 nChanged 3 Iteration 442Q (15578.221323 sec): 39 clusters Score: Raw -89558865.696044 + Penalty 49805.239891 = -89509060.456154 nChanged 3 Iteration 443Q (15586.911168 sec): 39 clusters Score: Raw -89558865.713528 + Penalty 49805.239891 = -89509060.473637 nChanged 4 Iteration 444Q (15595.608063 sec): 39 clusters Score: Raw -89558865.735211 + Penalty 49805.239891 = -89509060.495320 nChanged 7 Iteration 445Q (15604.299014 sec): 39 clusters Score: Raw -89558865.792393 + Penalty 49805.239891 = -89509060.552502 nChanged 12 Iteration 446Q (15612.989842 sec): 39 clusters Score: Raw -89558865.875343 + Penalty 49805.239891 = -89509060.635452 nChanged 9 Iteration 447Q (15621.693627 sec): 39 clusters Score: Raw -89558865.930353 + Penalty 49805.239891 = -89509060.690462 nChanged 9 Iteration 448Q (15630.383379 sec): 39 clusters Score: Raw -89558865.986217 + Penalty 49805.239891 = -89509060.746326 nChanged 10 Iteration 449Q (15639.083029 sec): 39 clusters Score: Raw -89558866.020151 + Penalty 49805.239891 = -89509060.780260 nChanged 3 Iteration 450Q (15647.769888 sec): 39 clusters Score: Raw -89558866.035009 + Penalty 49805.239891 = -89509060.795118 nChanged 6 Iteration 451Q (15656.452478 sec): 39 clusters Score: Raw -89558866.068531 + Penalty 49805.239891 = -89509060.828640 nChanged 4 Iteration 452Q (15665.142732 sec): 39 clusters Score: Raw -89558866.090714 + Penalty 49805.239891 = -89509060.850823 nChanged 3 Iteration 453Q (15673.836006 sec): 39 clusters Score: Raw -89558866.115071 + Penalty 49805.239891 = -89509060.875180 nChanged 2 Iteration 454Q (15682.549398 sec): 39 clusters Score: Raw -89558866.128978 + Penalty 49805.239891 = -89509060.889087 nChanged 2 Iteration 455Q (15691.259322 sec): 39 clusters Score: Raw -89558866.136173 + Penalty 49805.239891 = -89509060.896282 nChanged 1 Iteration 456Q (15699.944983 sec): 39 clusters Score: Raw -89558866.138048 + Penalty 49805.239891 = -89509060.898157 nChanged 1 Iteration 457Q (15708.635343 sec): 39 clusters Score: Raw -89558866.143019 + Penalty 49805.239891 = -89509060.903128 nChanged 1 Iteration 458Q (15717.324446 sec): 39 clusters Score: Raw -89558866.148073 + Penalty 49805.239891 = -89509060.908182 nChanged 2 Writing temp clu file Because OldScore, -89509060.903128, is greater than current (better) Score,-89509060.908182 Compute initial score before splitting: Score: Raw -89558866.148073 + Penalty 49805.239891 = -89509060.908182 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15717.513989 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15717.518528 sec): 3 clusters Score: Raw -102463.213129 + Penalty 1314.552092 = -101148.661038 nChanged 340 SP:Iteration 1F (15717.522655 sec): 3 clusters Score: Raw -102686.469285 + Penalty 1314.552092 = -101371.917194 nChanged 72 SP:Iteration 2F (15717.526856 sec): 3 clusters Score: Raw -102738.855304 + Penalty 1314.552092 = -101424.303212 nChanged 45 SP:Iteration 3Q (15717.531003 sec): 3 clusters Score: Raw -102764.476691 + Penalty 1314.552092 = -101449.924599 nChanged 21 SP:Iteration 4Q (15717.535120 sec): 3 clusters Score: Raw -102777.192116 + Penalty 1314.552092 = -101462.640024 nChanged 18 SP:Iteration 5Q (15717.539236 sec): 3 clusters Score: Raw -102792.754734 + Penalty 1314.552092 = -101478.202642 nChanged 21 SP:Iteration 6Q (15717.543327 sec): 3 clusters Score: Raw -102808.719224 + Penalty 1314.552092 = -101494.167132 nChanged 17 SP:Iteration 7Q (15717.547390 sec): 3 clusters Score: Raw -102819.981715 + Penalty 1314.552092 = -101505.429623 nChanged 14 SP:Iteration 8Q (15717.551463 sec): 3 clusters Score: Raw -102826.656051 + Penalty 1314.552092 = -101512.103959 nChanged 7 SP:Iteration 9Q (15717.555573 sec): 3 clusters Score: Raw -102830.054093 + Penalty 1314.552092 = -101515.502001 nChanged 3 SP:Iteration 10Q (15717.559719 sec): 3 clusters Score: Raw -102832.124294 + Penalty 1314.552092 = -101517.572203 nChanged 5 SP:Iteration 11Q (15717.563818 sec): 3 clusters Score: Raw -102836.464126 + Penalty 1314.552092 = -101521.912035 nChanged 4 SP:Iteration 12Q (15717.567849 sec): 3 clusters Score: Raw -102837.866799 + Penalty 1314.552092 = -101523.314708 nChanged 5 SP:Iteration 13Q (15717.571936 sec): 3 clusters Score: Raw -102840.416058 + Penalty 1314.552092 = -101525.863966 nChanged 7 SP:Iteration 14Q (15717.576019 sec): 3 clusters Score: Raw -102845.480636 + Penalty 1314.552092 = -101530.928544 nChanged 7 SP:Iteration 15Q (15717.580121 sec): 3 clusters Score: Raw -102849.637705 + Penalty 1314.552092 = -101535.085613 nChanged 9 SP:Iteration 16Q (15717.584231 sec): 3 clusters Score: Raw -102853.854408 + Penalty 1314.552092 = -101539.302316 nChanged 6 SP:Iteration 17Q (15717.588333 sec): 3 clusters Score: Raw -102858.285978 + Penalty 1314.552092 = -101543.733886 nChanged 6 SP:Iteration 18Q (15717.592492 sec): 3 clusters Score: Raw -102862.397299 + Penalty 1314.552092 = -101547.845208 nChanged 2 SP:Iteration 19Q (15717.596524 sec): 3 clusters Score: Raw -102863.064459 + Penalty 1314.552092 = -101548.512367 nChanged 4 SP:Iteration 20F (15717.600602 sec): 3 clusters Score: Raw -102865.706195 + Penalty 1314.552092 = -101551.154103 nChanged 3 SP:Iteration 21Q (15717.604679 sec): 3 clusters Score: Raw -102867.853869 + Penalty 1314.552092 = -101553.301777 nChanged 2 SP:Iteration 22Q (15717.608786 sec): 3 clusters Score: Raw -102868.667837 + Penalty 1314.552092 = -101554.115745 nChanged 0 SP:Iteration 23F (15717.612855 sec): 3 clusters Score: Raw -102868.667837 + Penalty 1314.552092 = -101554.115745 nChanged 0 Trying to split cluster 2 (699 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15717.627621 sec): 2 clusters Score: Raw -71114.417031 + Penalty 622.216821 = -70492.200211 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15717.630921 sec): 3 clusters Score: Raw -70879.325453 + Penalty 1244.433641 = -69634.891812 nChanged 219 SP:Iteration 1F (15717.633998 sec): 3 clusters Score: Raw -71016.962487 + Penalty 1244.433641 = -69772.528846 nChanged 49 SP:Iteration 2F (15717.637018 sec): 3 clusters Score: Raw -71061.456889 + Penalty 1244.433641 = -69817.023248 nChanged 21 SP:Iteration 3Q (15717.640010 sec): 3 clusters Score: Raw -71077.455874 + Penalty 1244.433641 = -69833.022233 nChanged 14 SP:Iteration 4Q (15717.643015 sec): 3 clusters Score: Raw -71091.500616 + Penalty 1244.433641 = -69847.066975 nChanged 16 SP:Iteration 5Q (15717.646024 sec): 3 clusters Score: Raw -71107.499685 + Penalty 1244.433641 = -69863.066044 nChanged 17 SP:Iteration 6Q (15717.649026 sec): 3 clusters Score: Raw -71122.290970 + Penalty 1244.433641 = -69877.857329 nChanged 9 SP:Iteration 7Q (15717.652003 sec): 3 clusters Score: Raw -71130.451210 + Penalty 1244.433641 = -69886.017569 nChanged 5 SP:Iteration 8Q (15717.655031 sec): 3 clusters Score: Raw -71137.201756 + Penalty 1244.433641 = -69892.768115 nChanged 4 SP:Iteration 9Q (15717.658072 sec): 3 clusters Score: Raw -71142.835532 + Penalty 1244.433641 = -69898.401891 nChanged 4 SP:Iteration 10Q (15717.661066 sec): 3 clusters Score: Raw -71144.834182 + Penalty 1244.433641 = -69900.400541 nChanged 3 SP:Iteration 11Q (15717.664053 sec): 3 clusters Score: Raw -71147.430653 + Penalty 1244.433641 = -69902.997012 nChanged 2 SP:Iteration 12Q (15717.667086 sec): 3 clusters Score: Raw -71148.887284 + Penalty 1244.433641 = -69904.453643 nChanged 3 SP:Iteration 13Q (15717.670038 sec): 3 clusters Score: Raw -71153.069419 + Penalty 1244.433641 = -69908.635778 nChanged 4 SP:Iteration 14Q (15717.673018 sec): 3 clusters Score: Raw -71156.161806 + Penalty 1244.433641 = -69911.728165 nChanged 6 SP:Iteration 15Q (15717.675992 sec): 3 clusters Score: Raw -71161.052980 + Penalty 1244.433641 = -69916.619339 nChanged 6 SP:Iteration 16Q (15717.678979 sec): 3 clusters Score: Raw -71165.223457 + Penalty 1244.433641 = -69920.789816 nChanged 5 SP:Iteration 17Q (15717.682000 sec): 3 clusters Score: Raw -71170.319969 + Penalty 1244.433641 = -69925.886328 nChanged 4 SP:Iteration 18Q (15717.684952 sec): 3 clusters Score: Raw -71174.326170 + Penalty 1244.433641 = -69929.892529 nChanged 6 SP:Iteration 19Q (15717.687966 sec): 3 clusters Score: Raw -71178.368057 + Penalty 1244.433641 = -69933.934416 nChanged 1 SP:Iteration 20F (15717.690933 sec): 3 clusters Score: Raw -71178.991037 + Penalty 1244.433641 = -69934.557396 nChanged 0 Trying to split cluster 3 (25293 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15717.727781 sec): 2 clusters Score: Raw -2232758.514890 + Penalty 963.136881 = -2231795.378009 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15717.771827 sec): 3 clusters Score: Raw -2216646.493967 + Penalty 1926.273762 = -2214720.220205 nChanged 11897 SP:Iteration 1F (15717.812832 sec): 3 clusters Score: Raw -2223675.563401 + Penalty 1926.273762 = -2221749.289639 nChanged 1691 SP:Iteration 2F (15717.854036 sec): 3 clusters Score: Raw -2224825.136928 + Penalty 1926.273762 = -2222898.863166 nChanged 2112 SP:Iteration 3F (15717.895484 sec): 3 clusters Score: Raw -2226508.008491 + Penalty 1926.273762 = -2224581.734729 nChanged 2197 SP:Iteration 4F (15717.936917 sec): 3 clusters Score: Raw -2228285.718990 + Penalty 1926.273762 = -2226359.445229 nChanged 2031 SP:Iteration 5F (15717.978286 sec): 3 clusters Score: Raw -2229845.677803 + Penalty 1926.273762 = -2227919.404041 nChanged 1567 SP:Iteration 6F (15718.019702 sec): 3 clusters Score: Raw -2230999.282729 + Penalty 1926.273762 = -2229073.008967 nChanged 1018 SP:Iteration 7Q (15718.061179 sec): 3 clusters Score: Raw -2231672.718095 + Penalty 1926.273762 = -2229746.444333 nChanged 697 SP:Iteration 8Q (15718.102748 sec): 3 clusters Score: Raw -2232162.698123 + Penalty 1926.273762 = -2230236.424362 nChanged 512 SP:Iteration 9Q (15718.143689 sec): 3 clusters Score: Raw -2232617.936213 + Penalty 1926.273762 = -2230691.662451 nChanged 372 SP:Iteration 10Q (15718.183870 sec): 3 clusters Score: Raw -2232889.523023 + Penalty 1926.273762 = -2230963.249262 nChanged 293 SP:Iteration 11Q (15718.222911 sec): 3 clusters Score: Raw -2233022.417369 + Penalty 1926.273762 = -2231096.143607 nChanged 225 SP:Iteration 12Q (15718.261427 sec): 3 clusters Score: Raw -2233102.821077 + Penalty 1926.273762 = -2231176.547315 nChanged 185 SP:Iteration 13Q (15718.299710 sec): 3 clusters Score: Raw -2233160.671630 + Penalty 1926.273762 = -2231234.397868 nChanged 195 SP:Iteration 14Q (15718.337684 sec): 3 clusters Score: Raw -2233210.587598 + Penalty 1926.273762 = -2231284.313836 nChanged 167 SP:Iteration 15Q (15718.375489 sec): 3 clusters Score: Raw -2233250.290028 + Penalty 1926.273762 = -2231324.016266 nChanged 140 SP:Iteration 16Q (15718.413316 sec): 3 clusters Score: Raw -2233277.684026 + Penalty 1926.273762 = -2231351.410264 nChanged 127 SP:Iteration 17Q (15718.450798 sec): 3 clusters Score: Raw -2233299.712263 + Penalty 1926.273762 = -2231373.438501 nChanged 112 SP:Iteration 18Q (15718.488226 sec): 3 clusters Score: Raw -2233321.536599 + Penalty 1926.273762 = -2231395.262837 nChanged 115 SP:Iteration 19Q (15718.525515 sec): 3 clusters Score: Raw -2233342.880819 + Penalty 1926.273762 = -2231416.607057 nChanged 102 SP:Iteration 20F (15718.566673 sec): 3 clusters Score: Raw -2233360.742161 + Penalty 1926.273762 = -2231434.468400 nChanged 91 SP:Iteration 21Q (15718.604215 sec): 3 clusters Score: Raw -2233375.422756 + Penalty 1926.273762 = -2231449.148995 nChanged 98 SP:Iteration 22Q (15718.641536 sec): 3 clusters Score: Raw -2233392.154215 + Penalty 1926.273762 = -2231465.880453 nChanged 105 SP:Iteration 23Q (15718.678849 sec): 3 clusters Score: Raw -2233410.278338 + Penalty 1926.273762 = -2231484.004576 nChanged 106 SP:Iteration 24Q (15718.715868 sec): 3 clusters Score: Raw -2233428.845185 + Penalty 1926.273762 = -2231502.571423 nChanged 94 SP:Iteration 25Q (15718.752960 sec): 3 clusters Score: Raw -2233447.010267 + Penalty 1926.273762 = -2231520.736505 nChanged 95 SP:Iteration 26Q (15718.789982 sec): 3 clusters Score: Raw -2233465.870760 + Penalty 1926.273762 = -2231539.596998 nChanged 89 SP:Iteration 27Q (15718.826727 sec): 3 clusters Score: Raw -2233483.223710 + Penalty 1926.273762 = -2231556.949948 nChanged 85 SP:Iteration 28Q (15718.863531 sec): 3 clusters Score: Raw -2233497.808516 + Penalty 1926.273762 = -2231571.534755 nChanged 77 SP:Iteration 29Q (15718.900269 sec): 3 clusters Score: Raw -2233511.435265 + Penalty 1926.273762 = -2231585.161503 nChanged 82 SP:Iteration 30Q (15718.936864 sec): 3 clusters Score: Raw -2233526.802283 + Penalty 1926.273762 = -2231600.528521 nChanged 80 SP:Iteration 31Q (15718.973431 sec): 3 clusters Score: Raw -2233540.882525 + Penalty 1926.273762 = -2231614.608763 nChanged 69 SP:Iteration 32Q (15719.009872 sec): 3 clusters Score: Raw -2233551.972927 + Penalty 1926.273762 = -2231625.699165 nChanged 67 SP:Iteration 33Q (15719.046259 sec): 3 clusters Score: Raw -2233562.506684 + Penalty 1926.273762 = -2231636.232922 nChanged 58 SP:Iteration 34Q (15719.082697 sec): 3 clusters Score: Raw -2233572.141856 + Penalty 1926.273762 = -2231645.868094 nChanged 77 SP:Iteration 35Q (15719.118986 sec): 3 clusters Score: Raw -2233587.634615 + Penalty 1926.273762 = -2231661.360854 nChanged 70 SP:Iteration 36Q (15719.155213 sec): 3 clusters Score: Raw -2233600.290020 + Penalty 1926.273762 = -2231674.016259 nChanged 71 SP:Iteration 37Q (15719.191501 sec): 3 clusters Score: Raw -2233610.858900 + Penalty 1926.273762 = -2231684.585138 nChanged 53 SP:Iteration 38Q (15719.227679 sec): 3 clusters Score: Raw -2233619.260946 + Penalty 1926.273762 = -2231692.987184 nChanged 38 SP:Iteration 39Q (15719.263651 sec): 3 clusters Score: Raw -2233624.727154 + Penalty 1926.273762 = -2231698.453392 nChanged 41 SP:Iteration 40F (15719.305033 sec): 3 clusters Score: Raw -2233629.005547 + Penalty 1926.273762 = -2231702.731785 nChanged 19 SP:Iteration 41Q (15719.341352 sec): 3 clusters Score: Raw -2233630.749271 + Penalty 1926.273762 = -2231704.475509 nChanged 18 SP:Iteration 42Q (15719.377487 sec): 3 clusters Score: Raw -2233632.330468 + Penalty 1926.273762 = -2231706.056707 nChanged 16 SP:Iteration 43Q (15719.413677 sec): 3 clusters Score: Raw -2233633.745518 + Penalty 1926.273762 = -2231707.471757 nChanged 14 SP:Iteration 44Q (15719.449830 sec): 3 clusters Score: Raw -2233635.141375 + Penalty 1926.273762 = -2231708.867613 nChanged 21 SP:Iteration 45Q (15719.485944 sec): 3 clusters Score: Raw -2233637.097777 + Penalty 1926.273762 = -2231710.824016 nChanged 14 SP:Iteration 46Q (15719.521969 sec): 3 clusters Score: Raw -2233638.464856 + Penalty 1926.273762 = -2231712.191094 nChanged 9 SP:Iteration 47Q (15719.558156 sec): 3 clusters Score: Raw -2233639.639413 + Penalty 1926.273762 = -2231713.365652 nChanged 16 SP:Iteration 48Q (15719.594267 sec): 3 clusters Score: Raw -2233642.227687 + Penalty 1926.273762 = -2231715.953925 nChanged 19 SP:Iteration 49Q (15719.630414 sec): 3 clusters Score: Raw -2233645.236878 + Penalty 1926.273762 = -2231718.963116 nChanged 24 SP:Iteration 50Q (15719.666453 sec): 3 clusters Score: Raw -2233648.488170 + Penalty 1926.273762 = -2231722.214408 nChanged 20 SP:Iteration 51Q (15719.702432 sec): 3 clusters Score: Raw -2233650.312109 + Penalty 1926.273762 = -2231724.038347 nChanged 14 SP:Iteration 52Q (15719.738401 sec): 3 clusters Score: Raw -2233651.594119 + Penalty 1926.273762 = -2231725.320358 nChanged 15 SP:Iteration 53Q (15719.774517 sec): 3 clusters Score: Raw -2233653.365334 + Penalty 1926.273762 = -2231727.091572 nChanged 14 SP:Iteration 54Q (15719.810373 sec): 3 clusters Score: Raw -2233655.400294 + Penalty 1926.273762 = -2231729.126532 nChanged 14 SP:Iteration 55Q (15719.846410 sec): 3 clusters Score: Raw -2233656.666918 + Penalty 1926.273762 = -2231730.393156 nChanged 11 SP:Iteration 56Q (15719.882367 sec): 3 clusters Score: Raw -2233657.631124 + Penalty 1926.273762 = -2231731.357362 nChanged 8 SP:Iteration 57Q (15719.943593 sec): 3 clusters Score: Raw -2233658.053004 + Penalty 1926.273762 = -2231731.779242 nChanged 6 SP:Iteration 58Q (15719.978992 sec): 3 clusters Score: Raw -2233658.325528 + Penalty 1926.273762 = -2231732.051766 nChanged 3 SP:Iteration 59Q (15720.015410 sec): 3 clusters Score: Raw -2233658.482974 + Penalty 1926.273762 = -2231732.209212 nChanged 2 SP:Iteration 60F (15720.056523 sec): 3 clusters Score: Raw -2233658.579205 + Penalty 1926.273762 = -2231732.305444 nChanged 4 SP:Iteration 61Q (15720.092520 sec): 3 clusters Score: Raw -2233658.760680 + Penalty 1926.273762 = -2231732.486918 nChanged 2 SP:Iteration 62Q (15720.128391 sec): 3 clusters Score: Raw -2233658.903348 + Penalty 1926.273762 = -2231732.629586 nChanged 0 SP:Iteration 63F (15720.169715 sec): 3 clusters Score: Raw -2233658.903348 + Penalty 1926.273762 = -2231732.629586 nChanged 0 Trying to split cluster 4 (9626 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15720.189979 sec): 2 clusters Score: Raw -911053.021745 + Penalty 871.361190 = -910181.660556 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15720.214580 sec): 3 clusters Score: Raw -905232.400264 + Penalty 1742.722379 = -903489.677885 nChanged 4394 SP:Iteration 1F (15720.238324 sec): 3 clusters Score: Raw -907770.873817 + Penalty 1742.722379 = -906028.151438 nChanged 559 SP:Iteration 2F (15720.262081 sec): 3 clusters Score: Raw -908028.617988 + Penalty 1742.722379 = -906285.895608 nChanged 527 SP:Iteration 3F (15720.285952 sec): 3 clusters Score: Raw -908301.558223 + Penalty 1742.722379 = -906558.835843 nChanged 509 SP:Iteration 4F (15720.309763 sec): 3 clusters Score: Raw -908570.936359 + Penalty 1742.722379 = -906828.213980 nChanged 507 SP:Iteration 5F (15720.333681 sec): 3 clusters Score: Raw -908845.995807 + Penalty 1742.722379 = -907103.273428 nChanged 481 SP:Iteration 6Q (15720.357471 sec): 3 clusters Score: Raw -909149.053220 + Penalty 1742.722379 = -907406.330840 nChanged 443 SP:Iteration 7Q (15720.381313 sec): 3 clusters Score: Raw -909462.966926 + Penalty 1742.722379 = -907720.244547 nChanged 435 SP:Iteration 8Q (15720.405032 sec): 3 clusters Score: Raw -909806.604236 + Penalty 1742.722379 = -908063.881856 nChanged 386 SP:Iteration 9Q (15720.428570 sec): 3 clusters Score: Raw -910101.979854 + Penalty 1742.722379 = -908359.257475 nChanged 320 SP:Iteration 10Q (15720.452000 sec): 3 clusters Score: Raw -910313.025793 + Penalty 1742.722379 = -908570.303414 nChanged 274 SP:Iteration 11Q (15720.474987 sec): 3 clusters Score: Raw -910489.083676 + Penalty 1742.722379 = -908746.361296 nChanged 213 SP:Iteration 12Q (15720.497837 sec): 3 clusters Score: Raw -910611.634434 + Penalty 1742.722379 = -908868.912055 nChanged 173 SP:Iteration 13Q (15720.520616 sec): 3 clusters Score: Raw -910710.811073 + Penalty 1742.722379 = -908968.088694 nChanged 147 SP:Iteration 14Q (15720.543207 sec): 3 clusters Score: Raw -910789.933480 + Penalty 1742.722379 = -909047.211100 nChanged 120 SP:Iteration 15Q (15720.565628 sec): 3 clusters Score: Raw -910849.164150 + Penalty 1742.722379 = -909106.441770 nChanged 115 SP:Iteration 16Q (15720.587840 sec): 3 clusters Score: Raw -910916.672744 + Penalty 1742.722379 = -909173.950364 nChanged 92 SP:Iteration 17Q (15720.610053 sec): 3 clusters Score: Raw -910965.539906 + Penalty 1742.722379 = -909222.817526 nChanged 66 SP:Iteration 18Q (15720.632301 sec): 3 clusters Score: Raw -910996.303941 + Penalty 1742.722379 = -909253.581561 nChanged 49 SP:Iteration 19Q (15720.654341 sec): 3 clusters Score: Raw -911018.149518 + Penalty 1742.722379 = -909275.427139 nChanged 43 SP:Iteration 20F (15720.677938 sec): 3 clusters Score: Raw -911034.886951 + Penalty 1742.722379 = -909292.164572 nChanged 31 SP:Iteration 21Q (15720.700106 sec): 3 clusters Score: Raw -911048.015613 + Penalty 1742.722379 = -909305.293234 nChanged 23 SP:Iteration 22Q (15720.722132 sec): 3 clusters Score: Raw -911057.784490 + Penalty 1742.722379 = -909315.062110 nChanged 24 SP:Iteration 23Q (15720.744079 sec): 3 clusters Score: Raw -911067.575209 + Penalty 1742.722379 = -909324.852830 nChanged 21 SP:Iteration 24Q (15720.765914 sec): 3 clusters Score: Raw -911076.180516 + Penalty 1742.722379 = -909333.458137 nChanged 22 SP:Iteration 25Q (15720.787705 sec): 3 clusters Score: Raw -911088.396712 + Penalty 1742.722379 = -909345.674333 nChanged 26 SP:Iteration 26Q (15720.809794 sec): 3 clusters Score: Raw -911099.752553 + Penalty 1742.722379 = -909357.030174 nChanged 25 SP:Iteration 27Q (15720.831861 sec): 3 clusters Score: Raw -911112.051448 + Penalty 1742.722379 = -909369.329069 nChanged 21 SP:Iteration 28Q (15720.853580 sec): 3 clusters Score: Raw -911124.084769 + Penalty 1742.722379 = -909381.362389 nChanged 19 SP:Iteration 29Q (15720.875264 sec): 3 clusters Score: Raw -911134.830734 + Penalty 1742.722379 = -909392.108354 nChanged 12 SP:Iteration 30Q (15720.896940 sec): 3 clusters Score: Raw -911142.473223 + Penalty 1742.722379 = -909399.750844 nChanged 11 SP:Iteration 31Q (15720.918691 sec): 3 clusters Score: Raw -911148.221083 + Penalty 1742.722379 = -909405.498703 nChanged 10 SP:Iteration 32Q (15720.940517 sec): 3 clusters Score: Raw -911151.099710 + Penalty 1742.722379 = -909408.377331 nChanged 2 SP:Iteration 33Q (15720.962304 sec): 3 clusters Score: Raw -911151.604096 + Penalty 1742.722379 = -909408.881717 nChanged 2 SP:Iteration 34Q (15720.984121 sec): 3 clusters Score: Raw -911152.160241 + Penalty 1742.722379 = -909409.437861 nChanged 4 SP:Iteration 35Q (15721.005963 sec): 3 clusters Score: Raw -911153.766724 + Penalty 1742.722379 = -909411.044345 nChanged 2 SP:Iteration 36Q (15721.027723 sec): 3 clusters Score: Raw -911154.561028 + Penalty 1742.722379 = -909411.838648 nChanged 1 SP:Iteration 37Q (15721.049520 sec): 3 clusters Score: Raw -911155.059304 + Penalty 1742.722379 = -909412.336924 nChanged 0 SP:Iteration 38F (15721.073071 sec): 3 clusters Score: Raw -911155.059304 + Penalty 1742.722379 = -909412.336924 nChanged 0 Trying to split cluster 5 (47043 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15721.132266 sec): 2 clusters Score: Raw -4105548.155770 + Penalty 1022.087649 = -4104526.068121 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15721.203424 sec): 3 clusters Score: Raw -4075283.517443 + Penalty 2044.175298 = -4073239.342145 nChanged 22406 SP:Iteration 1F (15721.266403 sec): 3 clusters Score: Raw -4088457.858648 + Penalty 2044.175298 = -4086413.683351 nChanged 2129 SP:Iteration 2Q (15721.334346 sec): 3 clusters Score: Raw -4089257.764984 + Penalty 2044.175298 = -4087213.589686 nChanged 2370 SP:Iteration 3F (15721.396565 sec): 3 clusters Score: Raw -4090320.463639 + Penalty 2044.175298 = -4088276.288342 nChanged 2676 SP:Iteration 4F (15721.459582 sec): 3 clusters Score: Raw -4091776.411124 + Penalty 2044.175298 = -4089732.235826 nChanged 2992 SP:Iteration 5F (15721.522488 sec): 3 clusters Score: Raw -4093735.357251 + Penalty 2044.175298 = -4091691.181954 nChanged 3191 SP:Iteration 6F (15721.585676 sec): 3 clusters Score: Raw -4096168.348722 + Penalty 2044.175298 = -4094124.173424 nChanged 3075 SP:Iteration 7F (15721.648630 sec): 3 clusters Score: Raw -4098858.511403 + Penalty 2044.175298 = -4096814.336105 nChanged 2500 SP:Iteration 8F (15721.711789 sec): 3 clusters Score: Raw -4101130.893830 + Penalty 2044.175298 = -4099086.718532 nChanged 1804 SP:Iteration 9Q (15721.775380 sec): 3 clusters Score: Raw -4102695.084895 + Penalty 2044.175298 = -4100650.909597 nChanged 1236 SP:Iteration 10Q (15721.835051 sec): 3 clusters Score: Raw -4103699.594019 + Penalty 2044.175298 = -4101655.418721 nChanged 827 SP:Iteration 11Q (15721.892147 sec): 3 clusters Score: Raw -4104343.141559 + Penalty 2044.175298 = -4102298.966262 nChanged 565 SP:Iteration 12Q (15721.946805 sec): 3 clusters Score: Raw -4104723.616213 + Penalty 2044.175298 = -4102679.440915 nChanged 398 SP:Iteration 13Q (15721.999912 sec): 3 clusters Score: Raw -4104972.394634 + Penalty 2044.175298 = -4102928.219336 nChanged 313 SP:Iteration 14Q (15722.052676 sec): 3 clusters Score: Raw -4105184.344887 + Penalty 2044.175298 = -4103140.169589 nChanged 241 SP:Iteration 15Q (15722.104969 sec): 3 clusters Score: Raw -4105342.743302 + Penalty 2044.175298 = -4103298.568004 nChanged 154 SP:Iteration 16Q (15722.157179 sec): 3 clusters Score: Raw -4105433.272929 + Penalty 2044.175298 = -4103389.097632 nChanged 90 SP:Iteration 17Q (15722.209139 sec): 3 clusters Score: Raw -4105478.793150 + Penalty 2044.175298 = -4103434.617853 nChanged 64 SP:Iteration 18Q (15722.261037 sec): 3 clusters Score: Raw -4105512.260400 + Penalty 2044.175298 = -4103468.085102 nChanged 61 SP:Iteration 19Q (15722.313257 sec): 3 clusters Score: Raw -4105546.031057 + Penalty 2044.175298 = -4103501.855759 nChanged 57 SP:Iteration 20F (15722.376145 sec): 3 clusters Score: Raw -4105570.264253 + Penalty 2044.175298 = -4103526.088955 nChanged 33 SP:Iteration 21Q (15722.427151 sec): 3 clusters Score: Raw -4105585.281671 + Penalty 2044.175298 = -4103541.106373 nChanged 24 SP:Iteration 22Q (15722.479145 sec): 3 clusters Score: Raw -4105594.135475 + Penalty 2044.175298 = -4103549.960177 nChanged 11 SP:Iteration 23Q (15722.530647 sec): 3 clusters Score: Raw -4105599.870757 + Penalty 2044.175298 = -4103555.695459 nChanged 16 SP:Iteration 24Q (15722.582690 sec): 3 clusters Score: Raw -4105611.297066 + Penalty 2044.175298 = -4103567.121768 nChanged 22 SP:Iteration 25Q (15722.634379 sec): 3 clusters Score: Raw -4105627.194922 + Penalty 2044.175298 = -4103583.019624 nChanged 20 SP:Iteration 26Q (15722.686217 sec): 3 clusters Score: Raw -4105637.859333 + Penalty 2044.175298 = -4103593.684035 nChanged 18 SP:Iteration 27Q (15722.737944 sec): 3 clusters Score: Raw -4105647.320485 + Penalty 2044.175298 = -4103603.145188 nChanged 16 SP:Iteration 28Q (15722.789700 sec): 3 clusters Score: Raw -4105660.435449 + Penalty 2044.175298 = -4103616.260152 nChanged 23 SP:Iteration 29Q (15722.841449 sec): 3 clusters Score: Raw -4105673.966246 + Penalty 2044.175298 = -4103629.790948 nChanged 16 SP:Iteration 30Q (15722.893378 sec): 3 clusters Score: Raw -4105687.051572 + Penalty 2044.175298 = -4103642.876275 nChanged 15 SP:Iteration 31Q (15722.945251 sec): 3 clusters Score: Raw -4105698.464788 + Penalty 2044.175298 = -4103654.289490 nChanged 14 SP:Iteration 32Q (15722.996853 sec): 3 clusters Score: Raw -4105710.288072 + Penalty 2044.175298 = -4103666.112775 nChanged 13 SP:Iteration 33Q (15723.048797 sec): 3 clusters Score: Raw -4105720.329462 + Penalty 2044.175298 = -4103676.154164 nChanged 10 SP:Iteration 34Q (15723.100313 sec): 3 clusters Score: Raw -4105727.521718 + Penalty 2044.175298 = -4103683.346421 nChanged 8 SP:Iteration 35Q (15723.152064 sec): 3 clusters Score: Raw -4105731.155528 + Penalty 2044.175298 = -4103686.980230 nChanged 6 SP:Iteration 36Q (15723.203934 sec): 3 clusters Score: Raw -4105735.223355 + Penalty 2044.175298 = -4103691.048058 nChanged 2 SP:Iteration 37Q (15723.255807 sec): 3 clusters Score: Raw -4105736.480438 + Penalty 2044.175298 = -4103692.305140 nChanged 4 SP:Iteration 38Q (15723.307570 sec): 3 clusters Score: Raw -4105739.802818 + Penalty 2044.175298 = -4103695.627520 nChanged 7 SP:Iteration 39Q (15723.359167 sec): 3 clusters Score: Raw -4105743.055601 + Penalty 2044.175298 = -4103698.880303 nChanged 5 SP:Iteration 40F (15723.422464 sec): 3 clusters Score: Raw -4105746.476949 + Penalty 2044.175298 = -4103702.301652 nChanged 5 SP:Iteration 41Q (15723.473388 sec): 3 clusters Score: Raw -4105749.289246 + Penalty 2044.175298 = -4103705.113948 nChanged 3 SP:Iteration 42Q (15723.525144 sec): 3 clusters Score: Raw -4105752.061111 + Penalty 2044.175298 = -4103707.885814 nChanged 4 SP:Iteration 43Q (15723.577171 sec): 3 clusters Score: Raw -4105754.159624 + Penalty 2044.175298 = -4103709.984327 nChanged 3 SP:Iteration 44Q (15723.628546 sec): 3 clusters Score: Raw -4105755.831858 + Penalty 2044.175298 = -4103711.656561 nChanged 2 SP:Iteration 45Q (15723.680428 sec): 3 clusters Score: Raw -4105756.635596 + Penalty 2044.175298 = -4103712.460298 nChanged 3 SP:Iteration 46Q (15723.732018 sec): 3 clusters Score: Raw -4105758.747705 + Penalty 2044.175298 = -4103714.572408 nChanged 6 SP:Iteration 47Q (15723.783786 sec): 3 clusters Score: Raw -4105763.478128 + Penalty 2044.175298 = -4103719.302830 nChanged 4 SP:Iteration 48Q (15723.835593 sec): 3 clusters Score: Raw -4105765.728015 + Penalty 2044.175298 = -4103721.552718 nChanged 3 SP:Iteration 49Q (15723.887160 sec): 3 clusters Score: Raw -4105767.096637 + Penalty 2044.175298 = -4103722.921340 nChanged 2 SP:Iteration 50Q (15723.939047 sec): 3 clusters Score: Raw -4105768.121364 + Penalty 2044.175298 = -4103723.946067 nChanged 3 SP:Iteration 51Q (15723.990654 sec): 3 clusters Score: Raw -4105769.125838 + Penalty 2044.175298 = -4103724.950541 nChanged 1 SP:Iteration 52Q (15724.074772 sec): 3 clusters Score: Raw -4105769.637088 + Penalty 2044.175298 = -4103725.461791 nChanged 1 SP:Iteration 53Q (15724.152060 sec): 3 clusters Score: Raw -4105770.540243 + Penalty 2044.175298 = -4103726.364945 nChanged 1 SP:Iteration 54Q (15724.204403 sec): 3 clusters Score: Raw -4105770.860263 + Penalty 2044.175298 = -4103726.684965 nChanged 0 SP:Iteration 55F (15724.267732 sec): 3 clusters Score: Raw -4105770.860263 + Penalty 2044.175298 = -4103726.684965 nChanged 0 Trying to split cluster 6 (27382 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15724.296445 sec): 2 clusters Score: Raw -2587325.113894 + Penalty 970.675909 = -2586354.437985 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15724.342745 sec): 3 clusters Score: Raw -2570231.777334 + Penalty 1941.351817 = -2568290.425517 nChanged 12740 SP:Iteration 1F (15724.384783 sec): 3 clusters Score: Raw -2577898.365275 + Penalty 1941.351817 = -2575957.013458 nChanged 1698 SP:Iteration 2F (15724.426589 sec): 3 clusters Score: Raw -2578869.262874 + Penalty 1941.351817 = -2576927.911057 nChanged 1970 SP:Iteration 3F (15724.468141 sec): 3 clusters Score: Raw -2580266.947742 + Penalty 1941.351817 = -2578325.595925 nChanged 2040 SP:Iteration 4F (15724.509938 sec): 3 clusters Score: Raw -2581985.977157 + Penalty 1941.351817 = -2580044.625340 nChanged 1823 SP:Iteration 5F (15724.551678 sec): 3 clusters Score: Raw -2583628.983931 + Penalty 1941.351817 = -2581687.632114 nChanged 1404 SP:Iteration 6F (15724.593552 sec): 3 clusters Score: Raw -2584815.870214 + Penalty 1941.351817 = -2582874.518397 nChanged 992 SP:Iteration 7Q (15724.634697 sec): 3 clusters Score: Raw -2585549.163722 + Penalty 1941.351817 = -2583607.811905 nChanged 721 SP:Iteration 8Q (15724.674521 sec): 3 clusters Score: Raw -2586008.897853 + Penalty 1941.351817 = -2584067.546036 nChanged 532 SP:Iteration 9Q (15724.713547 sec): 3 clusters Score: Raw -2586301.043376 + Penalty 1941.351817 = -2584359.691559 nChanged 408 SP:Iteration 10Q (15724.752034 sec): 3 clusters Score: Raw -2586493.139173 + Penalty 1941.351817 = -2584551.787356 nChanged 335 SP:Iteration 11Q (15724.789964 sec): 3 clusters Score: Raw -2586638.757483 + Penalty 1941.351817 = -2584697.405666 nChanged 274 SP:Iteration 12Q (15724.827669 sec): 3 clusters Score: Raw -2586760.936138 + Penalty 1941.351817 = -2584819.584321 nChanged 264 SP:Iteration 13Q (15724.864950 sec): 3 clusters Score: Raw -2586877.688615 + Penalty 1941.351817 = -2584936.336798 nChanged 242 SP:Iteration 14Q (15724.902140 sec): 3 clusters Score: Raw -2586988.422786 + Penalty 1941.351817 = -2585047.070969 nChanged 217 SP:Iteration 15Q (15724.938905 sec): 3 clusters Score: Raw -2587091.015154 + Penalty 1941.351817 = -2585149.663337 nChanged 194 SP:Iteration 16Q (15724.975629 sec): 3 clusters Score: Raw -2587188.193829 + Penalty 1941.351817 = -2585246.842012 nChanged 155 SP:Iteration 17Q (15725.011911 sec): 3 clusters Score: Raw -2587252.747599 + Penalty 1941.351817 = -2585311.395781 nChanged 133 SP:Iteration 18Q (15725.048055 sec): 3 clusters Score: Raw -2587304.450485 + Penalty 1941.351817 = -2585363.098668 nChanged 98 SP:Iteration 19Q (15725.084192 sec): 3 clusters Score: Raw -2587342.684120 + Penalty 1941.351817 = -2585401.332303 nChanged 87 SP:Iteration 20F (15725.125392 sec): 3 clusters Score: Raw -2587377.240477 + Penalty 1941.351817 = -2585435.888660 nChanged 66 SP:Iteration 21Q (15725.161724 sec): 3 clusters Score: Raw -2587402.719454 + Penalty 1941.351817 = -2585461.367637 nChanged 65 SP:Iteration 22Q (15725.197457 sec): 3 clusters Score: Raw -2587428.948200 + Penalty 1941.351817 = -2585487.596383 nChanged 67 SP:Iteration 23Q (15725.233152 sec): 3 clusters Score: Raw -2587457.140595 + Penalty 1941.351817 = -2585515.788778 nChanged 60 SP:Iteration 24Q (15725.268676 sec): 3 clusters Score: Raw -2587478.272788 + Penalty 1941.351817 = -2585536.920971 nChanged 49 SP:Iteration 25Q (15725.304050 sec): 3 clusters Score: Raw -2587495.930420 + Penalty 1941.351817 = -2585554.578603 nChanged 42 SP:Iteration 26Q (15725.339563 sec): 3 clusters Score: Raw -2587511.134899 + Penalty 1941.351817 = -2585569.783082 nChanged 33 SP:Iteration 27Q (15725.374848 sec): 3 clusters Score: Raw -2587520.713131 + Penalty 1941.351817 = -2585579.361314 nChanged 16 SP:Iteration 28Q (15725.410116 sec): 3 clusters Score: Raw -2587525.301100 + Penalty 1941.351817 = -2585583.949283 nChanged 19 SP:Iteration 29Q (15725.445446 sec): 3 clusters Score: Raw -2587531.029812 + Penalty 1941.351817 = -2585589.677995 nChanged 15 SP:Iteration 30Q (15725.480694 sec): 3 clusters Score: Raw -2587535.682924 + Penalty 1941.351817 = -2585594.331107 nChanged 19 SP:Iteration 31Q (15725.515839 sec): 3 clusters Score: Raw -2587540.888922 + Penalty 1941.351817 = -2585599.537105 nChanged 13 SP:Iteration 32Q (15725.551215 sec): 3 clusters Score: Raw -2587544.762916 + Penalty 1941.351817 = -2585603.411099 nChanged 9 SP:Iteration 33Q (15725.586322 sec): 3 clusters Score: Raw -2587547.076979 + Penalty 1941.351817 = -2585605.725162 nChanged 11 SP:Iteration 34Q (15725.621724 sec): 3 clusters Score: Raw -2587550.254638 + Penalty 1941.351817 = -2585608.902821 nChanged 10 SP:Iteration 35Q (15725.656943 sec): 3 clusters Score: Raw -2587552.963352 + Penalty 1941.351817 = -2585611.611535 nChanged 9 SP:Iteration 36Q (15725.692096 sec): 3 clusters Score: Raw -2587554.684653 + Penalty 1941.351817 = -2585613.332835 nChanged 3 SP:Iteration 37Q (15725.727486 sec): 3 clusters Score: Raw -2587555.352801 + Penalty 1941.351817 = -2585614.000984 nChanged 3 SP:Iteration 38Q (15725.762738 sec): 3 clusters Score: Raw -2587555.761704 + Penalty 1941.351817 = -2585614.409887 nChanged 1 SP:Iteration 39Q (15725.797955 sec): 3 clusters Score: Raw -2587555.913295 + Penalty 1941.351817 = -2585614.561478 nChanged 1 SP:Iteration 40F (15725.838979 sec): 3 clusters Score: Raw -2587556.057670 + Penalty 1941.351817 = -2585614.705853 nChanged 2 SP:Iteration 41Q (15725.874698 sec): 3 clusters Score: Raw -2587556.425434 + Penalty 1941.351817 = -2585615.073617 nChanged 1 SP:Iteration 42Q (15725.910004 sec): 3 clusters Score: Raw -2587556.611578 + Penalty 1941.351817 = -2585615.259761 nChanged 2 SP:Iteration 43Q (15725.945065 sec): 3 clusters Score: Raw -2587557.027470 + Penalty 1941.351817 = -2585615.675653 nChanged 4 SP:Iteration 44Q (15725.981029 sec): 3 clusters Score: Raw -2587558.394772 + Penalty 1941.351817 = -2585617.042955 nChanged 4 SP:Iteration 45Q (15726.015787 sec): 3 clusters Score: Raw -2587560.380361 + Penalty 1941.351817 = -2585619.028544 nChanged 11 SP:Iteration 46Q (15726.051125 sec): 3 clusters Score: Raw -2587563.976321 + Penalty 1941.351817 = -2585622.624504 nChanged 7 SP:Iteration 47Q (15726.086276 sec): 3 clusters Score: Raw -2587565.867062 + Penalty 1941.351817 = -2585624.515245 nChanged 4 SP:Iteration 48Q (15726.121779 sec): 3 clusters Score: Raw -2587566.611872 + Penalty 1941.351817 = -2585625.260055 nChanged 1 SP:Iteration 49Q (15726.157030 sec): 3 clusters Score: Raw -2587566.803147 + Penalty 1941.351817 = -2585625.451330 nChanged 1 SP:Iteration 50Q (15726.192413 sec): 3 clusters Score: Raw -2587567.067352 + Penalty 1941.351817 = -2585625.715535 nChanged 2 SP:Iteration 51Q (15726.227597 sec): 3 clusters Score: Raw -2587567.421857 + Penalty 1941.351817 = -2585626.070040 nChanged 0 SP:Iteration 52F (15726.268586 sec): 3 clusters Score: Raw -2587567.421857 + Penalty 1941.351817 = -2585626.070040 nChanged 0 Trying to split cluster 7 (83468 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15726.358175 sec): 2 clusters Score: Raw -7880075.272966 + Penalty 1076.560767 = -7878998.712199 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15726.469925 sec): 3 clusters Score: Raw -7825131.780033 + Penalty 2153.121535 = -7822978.658498 nChanged 40366 SP:Iteration 1F (15726.579713 sec): 3 clusters Score: Raw -7848858.306115 + Penalty 2153.121535 = -7846705.184580 nChanged 3239 SP:Iteration 2Q (15726.695969 sec): 3 clusters Score: Raw -7849923.410427 + Penalty 2153.121535 = -7847770.288892 nChanged 3711 SP:Iteration 3Q (15726.812243 sec): 3 clusters Score: Raw -7851602.437399 + Penalty 2153.121535 = -7849449.315864 nChanged 4536 SP:Iteration 4F (15726.922069 sec): 3 clusters Score: Raw -7854380.112574 + Penalty 2153.121535 = -7852226.991039 nChanged 5462 SP:Iteration 5F (15727.031737 sec): 3 clusters Score: Raw -7858592.425192 + Penalty 2153.121535 = -7856439.303657 nChanged 5934 SP:Iteration 6F (15727.141929 sec): 3 clusters Score: Raw -7863852.343497 + Penalty 2153.121535 = -7861699.221962 nChanged 5544 SP:Iteration 7F (15727.252142 sec): 3 clusters Score: Raw -7868874.035746 + Penalty 2153.121535 = -7866720.914211 nChanged 4494 SP:Iteration 8F (15727.362122 sec): 3 clusters Score: Raw -7872832.884429 + Penalty 2153.121535 = -7870679.762894 nChanged 3266 SP:Iteration 9Q (15727.467513 sec): 3 clusters Score: Raw -7875384.040938 + Penalty 2153.121535 = -7873230.919403 nChanged 2279 SP:Iteration 10Q (15727.569559 sec): 3 clusters Score: Raw -7876980.376736 + Penalty 2153.121535 = -7874827.255201 nChanged 1651 SP:Iteration 11Q (15727.668631 sec): 3 clusters Score: Raw -7878054.282480 + Penalty 2153.121535 = -7875901.160945 nChanged 1194 SP:Iteration 12Q (15727.765799 sec): 3 clusters Score: Raw -7878741.935041 + Penalty 2153.121535 = -7876588.813506 nChanged 832 SP:Iteration 13Q (15727.861669 sec): 3 clusters Score: Raw -7879204.930572 + Penalty 2153.121535 = -7877051.809037 nChanged 631 SP:Iteration 14Q (15727.955501 sec): 3 clusters Score: Raw -7879545.613645 + Penalty 2153.121535 = -7877392.492110 nChanged 437 SP:Iteration 15Q (15728.049338 sec): 3 clusters Score: Raw -7879755.706573 + Penalty 2153.121535 = -7877602.585038 nChanged 328 SP:Iteration 16Q (15728.141635 sec): 3 clusters Score: Raw -7879910.833950 + Penalty 2153.121535 = -7877757.712415 nChanged 252 SP:Iteration 17Q (15728.233355 sec): 3 clusters Score: Raw -7880019.844038 + Penalty 2153.121535 = -7877866.722504 nChanged 181 SP:Iteration 18Q (15728.325318 sec): 3 clusters Score: Raw -7880096.403950 + Penalty 2153.121535 = -7877943.282415 nChanged 128 SP:Iteration 19Q (15728.416626 sec): 3 clusters Score: Raw -7880145.202279 + Penalty 2153.121535 = -7877992.080744 nChanged 112 SP:Iteration 20F (15728.525398 sec): 3 clusters Score: Raw -7880198.880009 + Penalty 2153.121535 = -7878045.758474 nChanged 88 SP:Iteration 21Q (15728.615904 sec): 3 clusters Score: Raw -7880242.220422 + Penalty 2153.121535 = -7878089.098887 nChanged 71 SP:Iteration 22Q (15728.706406 sec): 3 clusters Score: Raw -7880271.771677 + Penalty 2153.121535 = -7878118.650142 nChanged 48 SP:Iteration 23Q (15728.797079 sec): 3 clusters Score: Raw -7880285.268499 + Penalty 2153.121535 = -7878132.146964 nChanged 32 SP:Iteration 24Q (15728.887657 sec): 3 clusters Score: Raw -7880296.818519 + Penalty 2153.121535 = -7878143.696984 nChanged 24 SP:Iteration 25Q (15728.978349 sec): 3 clusters Score: Raw -7880302.957959 + Penalty 2153.121535 = -7878149.836424 nChanged 19 SP:Iteration 26Q (15729.068869 sec): 3 clusters Score: Raw -7880307.750896 + Penalty 2153.121535 = -7878154.629361 nChanged 16 SP:Iteration 27Q (15729.159397 sec): 3 clusters Score: Raw -7880312.518982 + Penalty 2153.121535 = -7878159.397447 nChanged 13 SP:Iteration 28Q (15729.250080 sec): 3 clusters Score: Raw -7880315.428374 + Penalty 2153.121535 = -7878162.306839 nChanged 10 SP:Iteration 29Q (15729.340382 sec): 3 clusters Score: Raw -7880317.862277 + Penalty 2153.121535 = -7878164.740743 nChanged 14 SP:Iteration 30Q (15729.430911 sec): 3 clusters Score: Raw -7880322.440507 + Penalty 2153.121535 = -7878169.318973 nChanged 15 SP:Iteration 31Q (15729.521272 sec): 3 clusters Score: Raw -7880326.491590 + Penalty 2153.121535 = -7878173.370055 nChanged 15 SP:Iteration 32Q (15729.611656 sec): 3 clusters Score: Raw -7880330.772851 + Penalty 2153.121535 = -7878177.651317 nChanged 16 SP:Iteration 33Q (15729.702132 sec): 3 clusters Score: Raw -7880335.851618 + Penalty 2153.121535 = -7878182.730084 nChanged 13 SP:Iteration 34Q (15729.792368 sec): 3 clusters Score: Raw -7880339.850256 + Penalty 2153.121535 = -7878186.728721 nChanged 10 SP:Iteration 35Q (15729.882858 sec): 3 clusters Score: Raw -7880342.521637 + Penalty 2153.121535 = -7878189.400103 nChanged 11 SP:Iteration 36Q (15729.973385 sec): 3 clusters Score: Raw -7880345.112390 + Penalty 2153.121535 = -7878191.990855 nChanged 12 SP:Iteration 37Q (15730.063670 sec): 3 clusters Score: Raw -7880347.704455 + Penalty 2153.121535 = -7878194.582921 nChanged 7 SP:Iteration 38Q (15730.154113 sec): 3 clusters Score: Raw -7880349.578007 + Penalty 2153.121535 = -7878196.456473 nChanged 7 SP:Iteration 39Q (15730.272472 sec): 3 clusters Score: Raw -7880352.252695 + Penalty 2153.121535 = -7878199.131160 nChanged 9 SP:Iteration 40F (15730.394340 sec): 3 clusters Score: Raw -7880355.027235 + Penalty 2153.121535 = -7878201.905700 nChanged 5 SP:Iteration 41Q (15730.485742 sec): 3 clusters Score: Raw -7880356.229004 + Penalty 2153.121535 = -7878203.107469 nChanged 3 SP:Iteration 42Q (15730.577385 sec): 3 clusters Score: Raw -7880357.322790 + Penalty 2153.121535 = -7878204.201256 nChanged 4 SP:Iteration 43Q (15730.668338 sec): 3 clusters Score: Raw -7880358.628166 + Penalty 2153.121535 = -7878205.506632 nChanged 4 SP:Iteration 44Q (15730.758763 sec): 3 clusters Score: Raw -7880360.141674 + Penalty 2153.121535 = -7878207.020139 nChanged 6 SP:Iteration 45Q (15730.849237 sec): 3 clusters Score: Raw -7880361.618743 + Penalty 2153.121535 = -7878208.497209 nChanged 3 SP:Iteration 46Q (15730.939656 sec): 3 clusters Score: Raw -7880362.630733 + Penalty 2153.121535 = -7878209.509199 nChanged 6 SP:Iteration 47Q (15731.030036 sec): 3 clusters Score: Raw -7880364.241142 + Penalty 2153.121535 = -7878211.119607 nChanged 6 SP:Iteration 48Q (15731.120429 sec): 3 clusters Score: Raw -7880365.475038 + Penalty 2153.121535 = -7878212.353503 nChanged 6 SP:Iteration 49Q (15731.210571 sec): 3 clusters Score: Raw -7880367.322109 + Penalty 2153.121535 = -7878214.200575 nChanged 4 SP:Iteration 50Q (15731.300828 sec): 3 clusters Score: Raw -7880368.425159 + Penalty 2153.121535 = -7878215.303625 nChanged 2 SP:Iteration 51Q (15731.401906 sec): 3 clusters Score: Raw -7880369.064696 + Penalty 2153.121535 = -7878215.943161 nChanged 3 SP:Iteration 52Q (15731.493814 sec): 3 clusters Score: Raw -7880370.453343 + Penalty 2153.121535 = -7878217.331808 nChanged 7 SP:Iteration 53Q (15731.584360 sec): 3 clusters Score: Raw -7880373.200390 + Penalty 2153.121535 = -7878220.078855 nChanged 2 SP:Iteration 54Q (15731.674798 sec): 3 clusters Score: Raw -7880373.896914 + Penalty 2153.121535 = -7878220.775379 nChanged 5 SP:Iteration 55Q (15731.765093 sec): 3 clusters Score: Raw -7880374.740152 + Penalty 2153.121535 = -7878221.618617 nChanged 3 SP:Iteration 56Q (15731.855029 sec): 3 clusters Score: Raw -7880375.901437 + Penalty 2153.121535 = -7878222.779902 nChanged 6 SP:Iteration 57Q (15731.945175 sec): 3 clusters Score: Raw -7880378.097371 + Penalty 2153.121535 = -7878224.975836 nChanged 7 SP:Iteration 58Q (15732.035670 sec): 3 clusters Score: Raw -7880380.845501 + Penalty 2153.121535 = -7878227.723966 nChanged 3 SP:Iteration 59Q (15732.126064 sec): 3 clusters Score: Raw -7880381.353106 + Penalty 2153.121535 = -7878228.231571 nChanged 1 SP:Iteration 60F (15732.234951 sec): 3 clusters Score: Raw -7880381.747389 + Penalty 2153.121535 = -7878228.625855 nChanged 1 SP:Iteration 61Q (15732.325560 sec): 3 clusters Score: Raw -7880382.313749 + Penalty 2153.121535 = -7878229.192214 nChanged 3 SP:Iteration 62Q (15732.415812 sec): 3 clusters Score: Raw -7880383.911171 + Penalty 2153.121535 = -7878230.789636 nChanged 6 SP:Iteration 63Q (15732.506216 sec): 3 clusters Score: Raw -7880385.462908 + Penalty 2153.121535 = -7878232.341373 nChanged 6 SP:Iteration 64Q (15732.596460 sec): 3 clusters Score: Raw -7880387.285025 + Penalty 2153.121535 = -7878234.163490 nChanged 3 SP:Iteration 65Q (15732.686933 sec): 3 clusters Score: Raw -7880388.029012 + Penalty 2153.121535 = -7878234.907478 nChanged 1 SP:Iteration 66Q (15732.777314 sec): 3 clusters Score: Raw -7880388.702476 + Penalty 2153.121535 = -7878235.580941 nChanged 1 SP:Iteration 67Q (15732.867768 sec): 3 clusters Score: Raw -7880388.886316 + Penalty 2153.121535 = -7878235.764781 nChanged 0 SP:Iteration 68F (15733.017655 sec): 3 clusters Score: Raw -7880388.886316 + Penalty 2153.121535 = -7878235.764781 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15733.033009 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15733.058653 sec): 3 clusters Score: Raw -997565.548779 + Penalty 1758.890681 = -995806.658098 nChanged 4714 SP:Iteration 1F (15733.083019 sec): 3 clusters Score: Raw -1000116.813819 + Penalty 1758.890681 = -998357.923138 nChanged 599 SP:Iteration 2F (15733.107759 sec): 3 clusters Score: Raw -1000413.476829 + Penalty 1758.890681 = -998654.586148 nChanged 607 SP:Iteration 3F (15733.132300 sec): 3 clusters Score: Raw -1000779.190266 + Penalty 1758.890681 = -999020.299585 nChanged 660 SP:Iteration 4F (15733.156651 sec): 3 clusters Score: Raw -1001231.482634 + Penalty 1758.890681 = -999472.591953 nChanged 688 SP:Iteration 5F (15733.181227 sec): 3 clusters Score: Raw -1001760.473192 + Penalty 1758.890681 = -1000001.582511 nChanged 710 SP:Iteration 6F (15733.205770 sec): 3 clusters Score: Raw -1002272.000752 + Penalty 1758.890681 = -1000513.110071 nChanged 606 SP:Iteration 7F (15733.230222 sec): 3 clusters Score: Raw -1002664.473984 + Penalty 1758.890681 = -1000905.583303 nChanged 493 SP:Iteration 8Q (15733.254612 sec): 3 clusters Score: Raw -1002946.356631 + Penalty 1758.890681 = -1001187.465950 nChanged 358 SP:Iteration 9Q (15733.278930 sec): 3 clusters Score: Raw -1003077.124214 + Penalty 1758.890681 = -1001318.233533 nChanged 198 SP:Iteration 10Q (15733.303122 sec): 3 clusters Score: Raw -1003128.825999 + Penalty 1758.890681 = -1001369.935318 nChanged 135 SP:Iteration 11Q (15733.327342 sec): 3 clusters Score: Raw -1003162.779790 + Penalty 1758.890681 = -1001403.889109 nChanged 120 SP:Iteration 12Q (15733.351712 sec): 3 clusters Score: Raw -1003186.482319 + Penalty 1758.890681 = -1001427.591639 nChanged 93 SP:Iteration 13Q (15733.376134 sec): 3 clusters Score: Raw -1003202.052857 + Penalty 1758.890681 = -1001443.162176 nChanged 79 SP:Iteration 14Q (15733.400394 sec): 3 clusters Score: Raw -1003214.047978 + Penalty 1758.890681 = -1001455.157297 nChanged 61 SP:Iteration 15Q (15733.424477 sec): 3 clusters Score: Raw -1003222.459882 + Penalty 1758.890681 = -1001463.569201 nChanged 56 SP:Iteration 16Q (15733.448580 sec): 3 clusters Score: Raw -1003231.685882 + Penalty 1758.890681 = -1001472.795201 nChanged 63 SP:Iteration 17Q (15733.472814 sec): 3 clusters Score: Raw -1003241.545827 + Penalty 1758.890681 = -1001482.655146 nChanged 52 SP:Iteration 18Q (15733.497373 sec): 3 clusters Score: Raw -1003249.397684 + Penalty 1758.890681 = -1001490.507003 nChanged 50 SP:Iteration 19Q (15733.521768 sec): 3 clusters Score: Raw -1003258.507634 + Penalty 1758.890681 = -1001499.616953 nChanged 55 SP:Iteration 20F (15733.546240 sec): 3 clusters Score: Raw -1003267.872792 + Penalty 1758.890681 = -1001508.982111 nChanged 49 SP:Iteration 21Q (15733.570340 sec): 3 clusters Score: Raw -1003276.830886 + Penalty 1758.890681 = -1001517.940205 nChanged 45 SP:Iteration 22Q (15733.594598 sec): 3 clusters Score: Raw -1003283.117225 + Penalty 1758.890681 = -1001524.226544 nChanged 48 SP:Iteration 23Q (15733.618790 sec): 3 clusters Score: Raw -1003289.333538 + Penalty 1758.890681 = -1001530.442858 nChanged 32 SP:Iteration 24Q (15733.642853 sec): 3 clusters Score: Raw -1003294.157757 + Penalty 1758.890681 = -1001535.267076 nChanged 30 SP:Iteration 25Q (15733.667211 sec): 3 clusters Score: Raw -1003297.316362 + Penalty 1758.890681 = -1001538.425681 nChanged 22 SP:Iteration 26Q (15733.691215 sec): 3 clusters Score: Raw -1003299.313414 + Penalty 1758.890681 = -1001540.422733 nChanged 20 SP:Iteration 27Q (15733.715481 sec): 3 clusters Score: Raw -1003300.734255 + Penalty 1758.890681 = -1001541.843574 nChanged 17 SP:Iteration 28Q (15733.739575 sec): 3 clusters Score: Raw -1003302.011341 + Penalty 1758.890681 = -1001543.120660 nChanged 13 SP:Iteration 29Q (15733.763797 sec): 3 clusters Score: Raw -1003303.133789 + Penalty 1758.890681 = -1001544.243108 nChanged 18 SP:Iteration 30Q (15733.787913 sec): 3 clusters Score: Raw -1003304.325548 + Penalty 1758.890681 = -1001545.434867 nChanged 10 SP:Iteration 31Q (15733.812003 sec): 3 clusters Score: Raw -1003304.736533 + Penalty 1758.890681 = -1001545.845852 nChanged 6 SP:Iteration 32Q (15733.836395 sec): 3 clusters Score: Raw -1003305.102028 + Penalty 1758.890681 = -1001546.211347 nChanged 6 SP:Iteration 33Q (15733.860506 sec): 3 clusters Score: Raw -1003305.457104 + Penalty 1758.890681 = -1001546.566423 nChanged 6 SP:Iteration 34Q (15733.884616 sec): 3 clusters Score: Raw -1003306.099213 + Penalty 1758.890681 = -1001547.208532 nChanged 11 SP:Iteration 35Q (15733.908988 sec): 3 clusters Score: Raw -1003307.081855 + Penalty 1758.890681 = -1001548.191174 nChanged 10 SP:Iteration 36Q (15733.933103 sec): 3 clusters Score: Raw -1003307.753525 + Penalty 1758.890681 = -1001548.862844 nChanged 6 SP:Iteration 37Q (15733.957086 sec): 3 clusters Score: Raw -1003308.155002 + Penalty 1758.890681 = -1001549.264321 nChanged 9 SP:Iteration 38Q (15733.981272 sec): 3 clusters Score: Raw -1003308.824766 + Penalty 1758.890681 = -1001549.934085 nChanged 7 SP:Iteration 39Q (15734.005374 sec): 3 clusters Score: Raw -1003309.086430 + Penalty 1758.890681 = -1001550.195749 nChanged 4 SP:Iteration 40F (15734.030009 sec): 3 clusters Score: Raw -1003309.445503 + Penalty 1758.890681 = -1001550.554822 nChanged 4 SP:Iteration 41Q (15734.054051 sec): 3 clusters Score: Raw -1003309.796619 + Penalty 1758.890681 = -1001550.905939 nChanged 5 SP:Iteration 42Q (15734.078111 sec): 3 clusters Score: Raw -1003310.292214 + Penalty 1758.890681 = -1001551.401533 nChanged 7 SP:Iteration 43Q (15734.102323 sec): 3 clusters Score: Raw -1003310.642111 + Penalty 1758.890681 = -1001551.751430 nChanged 4 SP:Iteration 44Q (15734.126330 sec): 3 clusters Score: Raw -1003310.759124 + Penalty 1758.890681 = -1001551.868443 nChanged 2 SP:Iteration 45Q (15734.150443 sec): 3 clusters Score: Raw -1003310.842049 + Penalty 1758.890681 = -1001551.951368 nChanged 1 SP:Iteration 46Q (15734.174495 sec): 3 clusters Score: Raw -1003310.868924 + Penalty 1758.890681 = -1001551.978243 nChanged 1 SP:Iteration 47Q (15734.198485 sec): 3 clusters Score: Raw -1003310.888363 + Penalty 1758.890681 = -1001551.997682 nChanged 1 SP:Iteration 48Q (15734.222643 sec): 3 clusters Score: Raw -1003310.918223 + Penalty 1758.890681 = -1001552.027542 nChanged 1 SP:Iteration 49Q (15734.246774 sec): 3 clusters Score: Raw -1003310.940352 + Penalty 1758.890681 = -1001552.049671 nChanged 1 SP:Iteration 50Q (15734.270864 sec): 3 clusters Score: Raw -1003310.964391 + Penalty 1758.890681 = -1001552.073710 nChanged 0 SP:Iteration 51F (15734.295308 sec): 3 clusters Score: Raw -1003310.964391 + Penalty 1758.890681 = -1001552.073710 nChanged 0 Trying to split cluster 9 (16268 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15734.323286 sec): 2 clusters Score: Raw -1475116.054298 + Penalty 921.210750 = -1474194.843548 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15734.354995 sec): 3 clusters Score: Raw -1465249.886712 + Penalty 1842.421501 = -1463407.465212 nChanged 7393 SP:Iteration 1F (15734.385113 sec): 3 clusters Score: Raw -1469680.982793 + Penalty 1842.421501 = -1467838.561292 nChanged 980 SP:Iteration 2F (15734.415646 sec): 3 clusters Score: Raw -1470155.031135 + Penalty 1842.421501 = -1468312.609634 nChanged 924 SP:Iteration 3F (15734.446085 sec): 3 clusters Score: Raw -1470637.904064 + Penalty 1842.421501 = -1468795.482564 nChanged 932 SP:Iteration 4F (15734.476462 sec): 3 clusters Score: Raw -1471191.638253 + Penalty 1842.421501 = -1469349.216752 nChanged 920 SP:Iteration 5F (15734.507001 sec): 3 clusters Score: Raw -1471774.443736 + Penalty 1842.421501 = -1469932.022235 nChanged 839 SP:Iteration 6F (15734.537348 sec): 3 clusters Score: Raw -1472356.844146 + Penalty 1842.421501 = -1470514.422645 nChanged 790 SP:Iteration 7Q (15734.567759 sec): 3 clusters Score: Raw -1472940.732711 + Penalty 1842.421501 = -1471098.311211 nChanged 735 SP:Iteration 8Q (15734.597872 sec): 3 clusters Score: Raw -1473514.110696 + Penalty 1842.421501 = -1471671.689195 nChanged 615 SP:Iteration 9Q (15734.627411 sec): 3 clusters Score: Raw -1474007.331166 + Penalty 1842.421501 = -1472164.909665 nChanged 475 SP:Iteration 10Q (15734.656404 sec): 3 clusters Score: Raw -1474360.446728 + Penalty 1842.421501 = -1472518.025227 nChanged 369 SP:Iteration 11Q (15734.684814 sec): 3 clusters Score: Raw -1474605.793782 + Penalty 1842.421501 = -1472763.372282 nChanged 279 SP:Iteration 12Q (15734.712805 sec): 3 clusters Score: Raw -1474777.260731 + Penalty 1842.421501 = -1472934.839230 nChanged 208 SP:Iteration 13Q (15734.740405 sec): 3 clusters Score: Raw -1474902.222454 + Penalty 1842.421501 = -1473059.800953 nChanged 153 SP:Iteration 14Q (15734.767673 sec): 3 clusters Score: Raw -1475007.532109 + Penalty 1842.421501 = -1473165.110608 nChanged 131 SP:Iteration 15Q (15734.794593 sec): 3 clusters Score: Raw -1475088.641885 + Penalty 1842.421501 = -1473246.220385 nChanged 106 SP:Iteration 16Q (15734.821349 sec): 3 clusters Score: Raw -1475163.816464 + Penalty 1842.421501 = -1473321.394964 nChanged 80 SP:Iteration 17Q (15734.847940 sec): 3 clusters Score: Raw -1475213.809168 + Penalty 1842.421501 = -1473371.387667 nChanged 49 SP:Iteration 18Q (15734.874412 sec): 3 clusters Score: Raw -1475243.024336 + Penalty 1842.421501 = -1473400.602835 nChanged 35 SP:Iteration 19Q (15734.900940 sec): 3 clusters Score: Raw -1475266.454214 + Penalty 1842.421501 = -1473424.032714 nChanged 19 SP:Iteration 20F (15734.931104 sec): 3 clusters Score: Raw -1475278.752894 + Penalty 1842.421501 = -1473436.331393 nChanged 19 SP:Iteration 21Q (15734.957565 sec): 3 clusters Score: Raw -1475288.759337 + Penalty 1842.421501 = -1473446.337836 nChanged 14 SP:Iteration 22Q (15734.984112 sec): 3 clusters Score: Raw -1475297.509675 + Penalty 1842.421501 = -1473455.088174 nChanged 16 SP:Iteration 23Q (15735.010361 sec): 3 clusters Score: Raw -1475304.160305 + Penalty 1842.421501 = -1473461.738804 nChanged 11 SP:Iteration 24Q (15735.036709 sec): 3 clusters Score: Raw -1475311.146013 + Penalty 1842.421501 = -1473468.724512 nChanged 10 SP:Iteration 25Q (15735.063020 sec): 3 clusters Score: Raw -1475318.931941 + Penalty 1842.421501 = -1473476.510441 nChanged 11 SP:Iteration 26Q (15735.089498 sec): 3 clusters Score: Raw -1475325.573036 + Penalty 1842.421501 = -1473483.151536 nChanged 7 SP:Iteration 27Q (15735.115754 sec): 3 clusters Score: Raw -1475329.335016 + Penalty 1842.421501 = -1473486.913515 nChanged 5 SP:Iteration 28Q (15735.142123 sec): 3 clusters Score: Raw -1475330.550997 + Penalty 1842.421501 = -1473488.129496 nChanged 4 SP:Iteration 29Q (15735.168522 sec): 3 clusters Score: Raw -1475331.574627 + Penalty 1842.421501 = -1473489.153127 nChanged 1 SP:Iteration 30Q (15735.194868 sec): 3 clusters Score: Raw -1475333.007450 + Penalty 1842.421501 = -1473490.585949 nChanged 1 SP:Iteration 31Q (15735.221330 sec): 3 clusters Score: Raw -1475333.906291 + Penalty 1842.421501 = -1473491.484790 nChanged 4 SP:Iteration 32Q (15735.247823 sec): 3 clusters Score: Raw -1475335.617505 + Penalty 1842.421501 = -1473493.196004 nChanged 1 SP:Iteration 33Q (15735.274125 sec): 3 clusters Score: Raw -1475335.874619 + Penalty 1842.421501 = -1473493.453118 nChanged 3 SP:Iteration 34Q (15735.300514 sec): 3 clusters Score: Raw -1475337.027647 + Penalty 1842.421501 = -1473494.606147 nChanged 0 SP:Iteration 35F (15735.330634 sec): 3 clusters Score: Raw -1475337.027647 + Penalty 1842.421501 = -1473494.606147 nChanged 0 Trying to split cluster 10 (31278 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15735.373092 sec): 2 clusters Score: Raw -3009565.831587 + Penalty 983.313674 = -3008582.517913 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15735.425491 sec): 3 clusters Score: Raw -2989624.937142 + Penalty 1966.627348 = -2987658.309794 nChanged 14793 SP:Iteration 1F (15735.471497 sec): 3 clusters Score: Raw -2998150.075289 + Penalty 1966.627348 = -2996183.447941 nChanged 1580 SP:Iteration 2F (15735.517263 sec): 3 clusters Score: Raw -2998758.368677 + Penalty 1966.627348 = -2996791.741329 nChanged 1759 SP:Iteration 3F (15735.563291 sec): 3 clusters Score: Raw -2999492.665311 + Penalty 1966.627348 = -2997526.037962 nChanged 1882 SP:Iteration 4F (15735.609241 sec): 3 clusters Score: Raw -3000436.652883 + Penalty 1966.627348 = -2998470.025535 nChanged 2011 SP:Iteration 5F (15735.655048 sec): 3 clusters Score: Raw -3001632.778625 + Penalty 1966.627348 = -2999666.151277 nChanged 2063 SP:Iteration 6F (15735.700937 sec): 3 clusters Score: Raw -3003071.077056 + Penalty 1966.627348 = -3001104.449708 nChanged 1879 SP:Iteration 7F (15735.746805 sec): 3 clusters Score: Raw -3004592.135287 + Penalty 1966.627348 = -3002625.507939 nChanged 1628 SP:Iteration 8F (15735.793023 sec): 3 clusters Score: Raw -3006083.655726 + Penalty 1966.627348 = -3004117.028378 nChanged 1266 SP:Iteration 9Q (15735.840180 sec): 3 clusters Score: Raw -3007246.169131 + Penalty 1966.627348 = -3005279.541782 nChanged 848 SP:Iteration 10Q (15735.884338 sec): 3 clusters Score: Raw -3007871.478334 + Penalty 1966.627348 = -3005904.850985 nChanged 625 SP:Iteration 11Q (15735.927029 sec): 3 clusters Score: Raw -3008227.730273 + Penalty 1966.627348 = -3006261.102925 nChanged 479 SP:Iteration 12Q (15735.968925 sec): 3 clusters Score: Raw -3008474.101421 + Penalty 1966.627348 = -3006507.474073 nChanged 415 SP:Iteration 13Q (15736.010373 sec): 3 clusters Score: Raw -3008694.871215 + Penalty 1966.627348 = -3006728.243867 nChanged 397 SP:Iteration 14Q (15736.051335 sec): 3 clusters Score: Raw -3008914.670608 + Penalty 1966.627348 = -3006948.043259 nChanged 334 SP:Iteration 15Q (15736.091676 sec): 3 clusters Score: Raw -3009098.578554 + Penalty 1966.627348 = -3007131.951206 nChanged 296 SP:Iteration 16Q (15736.131514 sec): 3 clusters Score: Raw -3009250.397221 + Penalty 1966.627348 = -3007283.769873 nChanged 237 SP:Iteration 17Q (15736.171327 sec): 3 clusters Score: Raw -3009362.998401 + Penalty 1966.627348 = -3007396.371053 nChanged 185 SP:Iteration 18Q (15736.210388 sec): 3 clusters Score: Raw -3009452.084299 + Penalty 1966.627348 = -3007485.456951 nChanged 187 SP:Iteration 19Q (15736.249419 sec): 3 clusters Score: Raw -3009551.855591 + Penalty 1966.627348 = -3007585.228242 nChanged 150 SP:Iteration 20F (15736.369256 sec): 3 clusters Score: Raw -3009628.658587 + Penalty 1966.627348 = -3007662.031239 nChanged 128 SP:Iteration 21Q (15736.415201 sec): 3 clusters Score: Raw -3009689.047620 + Penalty 1966.627348 = -3007722.420272 nChanged 107 SP:Iteration 22Q (15736.453469 sec): 3 clusters Score: Raw -3009737.926991 + Penalty 1966.627348 = -3007771.299643 nChanged 77 SP:Iteration 23Q (15736.491683 sec): 3 clusters Score: Raw -3009767.990014 + Penalty 1966.627348 = -3007801.362665 nChanged 52 SP:Iteration 24Q (15736.530071 sec): 3 clusters Score: Raw -3009784.265057 + Penalty 1966.627348 = -3007817.637709 nChanged 39 SP:Iteration 25Q (15736.568237 sec): 3 clusters Score: Raw -3009795.557057 + Penalty 1966.627348 = -3007828.929709 nChanged 26 SP:Iteration 26Q (15736.606264 sec): 3 clusters Score: Raw -3009804.651935 + Penalty 1966.627348 = -3007838.024586 nChanged 26 SP:Iteration 27Q (15736.644808 sec): 3 clusters Score: Raw -3009812.244202 + Penalty 1966.627348 = -3007845.616854 nChanged 21 SP:Iteration 28Q (15736.682880 sec): 3 clusters Score: Raw -3009818.489184 + Penalty 1966.627348 = -3007851.861836 nChanged 13 SP:Iteration 29Q (15736.721057 sec): 3 clusters Score: Raw -3009822.201467 + Penalty 1966.627348 = -3007855.574119 nChanged 15 SP:Iteration 30Q (15736.759512 sec): 3 clusters Score: Raw -3009826.198452 + Penalty 1966.627348 = -3007859.571104 nChanged 15 SP:Iteration 31Q (15736.797403 sec): 3 clusters Score: Raw -3009830.208960 + Penalty 1966.627348 = -3007863.581612 nChanged 14 SP:Iteration 32Q (15736.841888 sec): 3 clusters Score: Raw -3009833.461799 + Penalty 1966.627348 = -3007866.834451 nChanged 10 SP:Iteration 33Q (15736.880045 sec): 3 clusters Score: Raw -3009835.800096 + Penalty 1966.627348 = -3007869.172748 nChanged 11 SP:Iteration 34Q (15736.918144 sec): 3 clusters Score: Raw -3009838.756212 + Penalty 1966.627348 = -3007872.128864 nChanged 8 SP:Iteration 35Q (15736.956381 sec): 3 clusters Score: Raw -3009841.470055 + Penalty 1966.627348 = -3007874.842706 nChanged 8 SP:Iteration 36Q (15736.994568 sec): 3 clusters Score: Raw -3009843.377815 + Penalty 1966.627348 = -3007876.750467 nChanged 6 SP:Iteration 37Q (15737.032727 sec): 3 clusters Score: Raw -3009845.219938 + Penalty 1966.627348 = -3007878.592590 nChanged 4 SP:Iteration 38Q (15737.070953 sec): 3 clusters Score: Raw -3009845.759581 + Penalty 1966.627348 = -3007879.132232 nChanged 0 SP:Iteration 39F (15737.116679 sec): 3 clusters Score: Raw -3009845.759581 + Penalty 1966.627348 = -3007879.132232 nChanged 0 Trying to split cluster 11 (64129 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15737.185969 sec): 2 clusters Score: Raw -5848883.096372 + Penalty 1051.521936 = -5847831.574436 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15737.277154 sec): 3 clusters Score: Raw -5807222.985523 + Penalty 2103.043872 = -5805119.941651 nChanged 30772 SP:Iteration 1F (15737.363986 sec): 3 clusters Score: Raw -5825760.827386 + Penalty 2103.043872 = -5823657.783514 nChanged 3042 SP:Iteration 2Q (15737.455438 sec): 3 clusters Score: Raw -5827008.377366 + Penalty 2103.043872 = -5824905.333494 nChanged 3306 SP:Iteration 3F (15737.542447 sec): 3 clusters Score: Raw -5828863.639145 + Penalty 2103.043872 = -5826760.595273 nChanged 3753 SP:Iteration 4F (15737.629499 sec): 3 clusters Score: Raw -5831581.575129 + Penalty 2103.043872 = -5829478.531257 nChanged 4127 SP:Iteration 5F (15737.716266 sec): 3 clusters Score: Raw -5835046.575637 + Penalty 2103.043872 = -5832943.531765 nChanged 4296 SP:Iteration 6F (15737.803060 sec): 3 clusters Score: Raw -5838243.477601 + Penalty 2103.043872 = -5836140.433728 nChanged 3588 SP:Iteration 7F (15737.890158 sec): 3 clusters Score: Raw -5840329.162512 + Penalty 2103.043872 = -5838226.118640 nChanged 2547 SP:Iteration 8Q (15737.977949 sec): 3 clusters Score: Raw -5841290.122999 + Penalty 2103.043872 = -5839187.079127 nChanged 1583 SP:Iteration 9Q (15738.065300 sec): 3 clusters Score: Raw -5841695.319953 + Penalty 2103.043872 = -5839592.276081 nChanged 1099 SP:Iteration 10Q (15738.152469 sec): 3 clusters Score: Raw -5841948.997936 + Penalty 2103.043872 = -5839845.954064 nChanged 881 SP:Iteration 11Q (15738.239088 sec): 3 clusters Score: Raw -5842141.835551 + Penalty 2103.043872 = -5840038.791679 nChanged 732 SP:Iteration 12Q (15738.325551 sec): 3 clusters Score: Raw -5842300.021918 + Penalty 2103.043872 = -5840196.978046 nChanged 708 SP:Iteration 13Q (15738.412027 sec): 3 clusters Score: Raw -5842458.808237 + Penalty 2103.043872 = -5840355.764365 nChanged 698 SP:Iteration 14Q (15738.498158 sec): 3 clusters Score: Raw -5842610.065699 + Penalty 2103.043872 = -5840507.021826 nChanged 709 SP:Iteration 15Q (15738.584501 sec): 3 clusters Score: Raw -5842763.996327 + Penalty 2103.043872 = -5840660.952455 nChanged 716 SP:Iteration 16Q (15738.670749 sec): 3 clusters Score: Raw -5842918.415360 + Penalty 2103.043872 = -5840815.371488 nChanged 721 SP:Iteration 17Q (15738.756546 sec): 3 clusters Score: Raw -5843076.313092 + Penalty 2103.043872 = -5840973.269220 nChanged 710 SP:Iteration 18Q (15738.842503 sec): 3 clusters Score: Raw -5843238.839302 + Penalty 2103.043872 = -5841135.795430 nChanged 695 SP:Iteration 19Q (15738.928545 sec): 3 clusters Score: Raw -5843395.594159 + Penalty 2103.043872 = -5841292.550287 nChanged 688 SP:Iteration 20F (15739.015511 sec): 3 clusters Score: Raw -5843547.885247 + Penalty 2103.043872 = -5841444.841375 nChanged 681 SP:Iteration 21Q (15739.102218 sec): 3 clusters Score: Raw -5843707.616756 + Penalty 2103.043872 = -5841604.572884 nChanged 704 SP:Iteration 22Q (15739.188421 sec): 3 clusters Score: Raw -5843882.996288 + Penalty 2103.043872 = -5841779.952416 nChanged 719 SP:Iteration 23Q (15739.274765 sec): 3 clusters Score: Raw -5844077.639527 + Penalty 2103.043872 = -5841974.595655 nChanged 816 SP:Iteration 24Q (15739.361206 sec): 3 clusters Score: Raw -5844331.159931 + Penalty 2103.043872 = -5842228.116059 nChanged 870 SP:Iteration 25Q (15739.447463 sec): 3 clusters Score: Raw -5844646.822009 + Penalty 2103.043872 = -5842543.778137 nChanged 915 SP:Iteration 26Q (15739.533893 sec): 3 clusters Score: Raw -5845024.684231 + Penalty 2103.043872 = -5842921.640359 nChanged 990 SP:Iteration 27Q (15739.625101 sec): 3 clusters Score: Raw -5845468.499605 + Penalty 2103.043872 = -5843365.455733 nChanged 977 SP:Iteration 28Q (15739.711262 sec): 3 clusters Score: Raw -5845869.097959 + Penalty 2103.043872 = -5843766.054087 nChanged 902 SP:Iteration 29Q (15739.797358 sec): 3 clusters Score: Raw -5846171.834847 + Penalty 2103.043872 = -5844068.790975 nChanged 826 SP:Iteration 30Q (15739.883686 sec): 3 clusters Score: Raw -5846423.787412 + Penalty 2103.043872 = -5844320.743540 nChanged 741 SP:Iteration 31Q (15739.969219 sec): 3 clusters Score: Raw -5846616.653779 + Penalty 2103.043872 = -5844513.609907 nChanged 664 SP:Iteration 32Q (15740.054986 sec): 3 clusters Score: Raw -5846782.592144 + Penalty 2103.043872 = -5844679.548271 nChanged 675 SP:Iteration 33Q (15740.140105 sec): 3 clusters Score: Raw -5846948.713112 + Penalty 2103.043872 = -5844845.669239 nChanged 651 SP:Iteration 34Q (15740.224773 sec): 3 clusters Score: Raw -5847093.988327 + Penalty 2103.043872 = -5844990.944455 nChanged 613 SP:Iteration 35Q (15740.309170 sec): 3 clusters Score: Raw -5847218.235023 + Penalty 2103.043872 = -5845115.191151 nChanged 550 SP:Iteration 36Q (15740.392953 sec): 3 clusters Score: Raw -5847321.473427 + Penalty 2103.043872 = -5845218.429555 nChanged 538 SP:Iteration 37Q (15740.476273 sec): 3 clusters Score: Raw -5847417.858817 + Penalty 2103.043872 = -5845314.814945 nChanged 532 SP:Iteration 38Q (15740.558605 sec): 3 clusters Score: Raw -5847509.499158 + Penalty 2103.043872 = -5845406.455286 nChanged 474 SP:Iteration 39Q (15740.640826 sec): 3 clusters Score: Raw -5847588.309041 + Penalty 2103.043872 = -5845485.265169 nChanged 446 SP:Iteration 40F (15740.727547 sec): 3 clusters Score: Raw -5847685.986830 + Penalty 2103.043872 = -5845582.942958 nChanged 482 SP:Iteration 41Q (15740.811268 sec): 3 clusters Score: Raw -5847776.147979 + Penalty 2103.043872 = -5845673.104107 nChanged 468 SP:Iteration 42Q (15740.894134 sec): 3 clusters Score: Raw -5847853.368392 + Penalty 2103.043872 = -5845750.324520 nChanged 392 SP:Iteration 43Q (15740.976891 sec): 3 clusters Score: Raw -5847909.493158 + Penalty 2103.043872 = -5845806.449286 nChanged 349 SP:Iteration 44Q (15741.059225 sec): 3 clusters Score: Raw -5847954.404127 + Penalty 2103.043872 = -5845851.360255 nChanged 318 SP:Iteration 45Q (15741.141272 sec): 3 clusters Score: Raw -5847994.452771 + Penalty 2103.043872 = -5845891.408899 nChanged 292 SP:Iteration 46Q (15741.223031 sec): 3 clusters Score: Raw -5848030.926869 + Penalty 2103.043872 = -5845927.882997 nChanged 302 SP:Iteration 47Q (15741.304728 sec): 3 clusters Score: Raw -5848071.331611 + Penalty 2103.043872 = -5845968.287739 nChanged 311 SP:Iteration 48Q (15741.416150 sec): 3 clusters Score: Raw -5848115.345439 + Penalty 2103.043872 = -5846012.301567 nChanged 315 SP:Iteration 49Q (15741.498309 sec): 3 clusters Score: Raw -5848161.009898 + Penalty 2103.043872 = -5846057.966026 nChanged 308 SP:Iteration 50Q (15741.579103 sec): 3 clusters Score: Raw -5848202.936923 + Penalty 2103.043872 = -5846099.893051 nChanged 304 SP:Iteration 51Q (15741.659416 sec): 3 clusters Score: Raw -5848241.622796 + Penalty 2103.043872 = -5846138.578923 nChanged 278 SP:Iteration 52Q (15741.739503 sec): 3 clusters Score: Raw -5848276.118143 + Penalty 2103.043872 = -5846173.074271 nChanged 271 SP:Iteration 53Q (15741.819402 sec): 3 clusters Score: Raw -5848308.427553 + Penalty 2103.043872 = -5846205.383680 nChanged 269 SP:Iteration 54Q (15741.899102 sec): 3 clusters Score: Raw -5848339.710340 + Penalty 2103.043872 = -5846236.666468 nChanged 253 SP:Iteration 55Q (15741.978654 sec): 3 clusters Score: Raw -5848370.895316 + Penalty 2103.043872 = -5846267.851444 nChanged 278 SP:Iteration 56Q (15742.057939 sec): 3 clusters Score: Raw -5848409.019569 + Penalty 2103.043872 = -5846305.975697 nChanged 271 SP:Iteration 57Q (15742.137220 sec): 3 clusters Score: Raw -5848444.157637 + Penalty 2103.043872 = -5846341.113764 nChanged 245 SP:Iteration 58Q (15742.216495 sec): 3 clusters Score: Raw -5848471.495096 + Penalty 2103.043872 = -5846368.451224 nChanged 212 SP:Iteration 59Q (15742.295304 sec): 3 clusters Score: Raw -5848493.233624 + Penalty 2103.043872 = -5846390.189752 nChanged 191 SP:Iteration 60F (15742.382355 sec): 3 clusters Score: Raw -5848512.380368 + Penalty 2103.043872 = -5846409.336496 nChanged 198 SP:Iteration 61Q (15742.462698 sec): 3 clusters Score: Raw -5848533.765390 + Penalty 2103.043872 = -5846430.721518 nChanged 203 SP:Iteration 62Q (15742.542942 sec): 3 clusters Score: Raw -5848554.894184 + Penalty 2103.043872 = -5846451.850312 nChanged 195 SP:Iteration 63Q (15742.623255 sec): 3 clusters Score: Raw -5848573.593149 + Penalty 2103.043872 = -5846470.549277 nChanged 184 SP:Iteration 64Q (15742.703158 sec): 3 clusters Score: Raw -5848591.264130 + Penalty 2103.043872 = -5846488.220257 nChanged 186 SP:Iteration 65Q (15742.783143 sec): 3 clusters Score: Raw -5848609.460664 + Penalty 2103.043872 = -5846506.416792 nChanged 177 SP:Iteration 66Q (15742.862763 sec): 3 clusters Score: Raw -5848626.620872 + Penalty 2103.043872 = -5846523.577000 nChanged 173 SP:Iteration 67Q (15742.942293 sec): 3 clusters Score: Raw -5848644.210553 + Penalty 2103.043872 = -5846541.166681 nChanged 183 SP:Iteration 68Q (15743.021823 sec): 3 clusters Score: Raw -5848662.729633 + Penalty 2103.043872 = -5846559.685761 nChanged 171 SP:Iteration 69Q (15743.101296 sec): 3 clusters Score: Raw -5848677.886457 + Penalty 2103.043872 = -5846574.842585 nChanged 149 SP:Iteration 70Q (15743.180703 sec): 3 clusters Score: Raw -5848691.029341 + Penalty 2103.043872 = -5846587.985469 nChanged 164 SP:Iteration 71Q (15743.259894 sec): 3 clusters Score: Raw -5848706.304695 + Penalty 2103.043872 = -5846603.260823 nChanged 151 SP:Iteration 72Q (15743.360291 sec): 3 clusters Score: Raw -5848719.096607 + Penalty 2103.043872 = -5846616.052734 nChanged 139 SP:Iteration 73Q (15743.439980 sec): 3 clusters Score: Raw -5848730.790935 + Penalty 2103.043872 = -5846627.747063 nChanged 148 SP:Iteration 74Q (15743.519007 sec): 3 clusters Score: Raw -5848744.303147 + Penalty 2103.043872 = -5846641.259274 nChanged 133 SP:Iteration 75Q (15743.597720 sec): 3 clusters Score: Raw -5848756.513135 + Penalty 2103.043872 = -5846653.469263 nChanged 136 SP:Iteration 76Q (15743.676520 sec): 3 clusters Score: Raw -5848768.811712 + Penalty 2103.043872 = -5846665.767840 nChanged 139 SP:Iteration 77Q (15743.754999 sec): 3 clusters Score: Raw -5848780.858760 + Penalty 2103.043872 = -5846677.814888 nChanged 130 SP:Iteration 78Q (15743.833564 sec): 3 clusters Score: Raw -5848791.522521 + Penalty 2103.043872 = -5846688.478649 nChanged 124 SP:Iteration 79Q (15743.912049 sec): 3 clusters Score: Raw -5848801.339932 + Penalty 2103.043872 = -5846698.296060 nChanged 119 SP:Iteration 80F (15743.998916 sec): 3 clusters Score: Raw -5848810.639056 + Penalty 2103.043872 = -5846707.595184 nChanged 121 SP:Iteration 81Q (15744.077802 sec): 3 clusters Score: Raw -5848821.336020 + Penalty 2103.043872 = -5846718.292148 nChanged 106 SP:Iteration 82Q (15744.156792 sec): 3 clusters Score: Raw -5848830.143898 + Penalty 2103.043872 = -5846727.100026 nChanged 107 SP:Iteration 83Q (15744.235672 sec): 3 clusters Score: Raw -5848839.403229 + Penalty 2103.043872 = -5846736.359357 nChanged 101 SP:Iteration 84Q (15744.314496 sec): 3 clusters Score: Raw -5848847.498485 + Penalty 2103.043872 = -5846744.454613 nChanged 108 SP:Iteration 85Q (15744.393248 sec): 3 clusters Score: Raw -5848857.081478 + Penalty 2103.043872 = -5846754.037605 nChanged 123 SP:Iteration 86Q (15744.471876 sec): 3 clusters Score: Raw -5848869.056881 + Penalty 2103.043872 = -5846766.013008 nChanged 127 SP:Iteration 87Q (15744.550353 sec): 3 clusters Score: Raw -5848881.383171 + Penalty 2103.043872 = -5846778.339298 nChanged 131 SP:Iteration 88Q (15744.628931 sec): 3 clusters Score: Raw -5848894.171820 + Penalty 2103.043872 = -5846791.127948 nChanged 139 SP:Iteration 89Q (15744.707391 sec): 3 clusters Score: Raw -5848907.847555 + Penalty 2103.043872 = -5846804.803682 nChanged 128 SP:Iteration 90Q (15744.785767 sec): 3 clusters Score: Raw -5848919.862419 + Penalty 2103.043872 = -5846816.818547 nChanged 129 SP:Iteration 91Q (15744.863859 sec): 3 clusters Score: Raw -5848932.151679 + Penalty 2103.043872 = -5846829.107807 nChanged 134 SP:Iteration 92Q (15744.941908 sec): 3 clusters Score: Raw -5848945.083658 + Penalty 2103.043872 = -5846842.039786 nChanged 115 SP:Iteration 93Q (15745.019994 sec): 3 clusters Score: Raw -5848955.035874 + Penalty 2103.043872 = -5846851.992002 nChanged 107 SP:Iteration 94Q (15745.098037 sec): 3 clusters Score: Raw -5848963.072776 + Penalty 2103.043872 = -5846860.028903 nChanged 92 SP:Iteration 95Q (15745.175770 sec): 3 clusters Score: Raw -5848969.443827 + Penalty 2103.043872 = -5846866.399955 nChanged 77 SP:Iteration 96Q (15745.253620 sec): 3 clusters Score: Raw -5848974.258028 + Penalty 2103.043872 = -5846871.214156 nChanged 72 SP:Iteration 97Q (15745.331386 sec): 3 clusters Score: Raw -5848978.530903 + Penalty 2103.043872 = -5846875.487031 nChanged 69 SP:Iteration 98Q (15745.409063 sec): 3 clusters Score: Raw -5848983.490978 + Penalty 2103.043872 = -5846880.447105 nChanged 83 SP:Iteration 99Q (15745.486628 sec): 3 clusters Score: Raw -5848989.381577 + Penalty 2103.043872 = -5846886.337705 nChanged 81 SP:Iteration 100F (15745.573513 sec): 3 clusters Score: Raw -5848994.897837 + Penalty 2103.043872 = -5846891.853965 nChanged 77 SP:Iteration 101Q (15745.650971 sec): 3 clusters Score: Raw -5848999.674626 + Penalty 2103.043872 = -5846896.630754 nChanged 67 SP:Iteration 102Q (15745.728492 sec): 3 clusters Score: Raw -5849004.586435 + Penalty 2103.043872 = -5846901.542563 nChanged 71 SP:Iteration 103Q (15745.805857 sec): 3 clusters Score: Raw -5849009.041041 + Penalty 2103.043872 = -5846905.997169 nChanged 57 SP:Iteration 104Q (15745.883144 sec): 3 clusters Score: Raw -5849011.984425 + Penalty 2103.043872 = -5846908.940553 nChanged 37 SP:Iteration 105Q (15745.960407 sec): 3 clusters Score: Raw -5849013.704901 + Penalty 2103.043872 = -5846910.661029 nChanged 28 SP:Iteration 106Q (15746.037789 sec): 3 clusters Score: Raw -5849014.672294 + Penalty 2103.043872 = -5846911.628421 nChanged 24 SP:Iteration 107Q (15746.115202 sec): 3 clusters Score: Raw -5849015.416930 + Penalty 2103.043872 = -5846912.373058 nChanged 17 SP:Iteration 108Q (15746.192417 sec): 3 clusters Score: Raw -5849015.849390 + Penalty 2103.043872 = -5846912.805518 nChanged 14 SP:Iteration 109Q (15746.269580 sec): 3 clusters Score: Raw -5849016.202921 + Penalty 2103.043872 = -5846913.159049 nChanged 14 SP:Iteration 110Q (15746.346608 sec): 3 clusters Score: Raw -5849016.549394 + Penalty 2103.043872 = -5846913.505522 nChanged 11 SP:Iteration 111Q (15746.423743 sec): 3 clusters Score: Raw -5849016.819024 + Penalty 2103.043872 = -5846913.775152 nChanged 10 SP:Iteration 112Q (15746.500882 sec): 3 clusters Score: Raw -5849017.155472 + Penalty 2103.043872 = -5846914.111600 nChanged 13 SP:Iteration 113Q (15746.578042 sec): 3 clusters Score: Raw -5849017.577900 + Penalty 2103.043872 = -5846914.534028 nChanged 12 SP:Iteration 114Q (15746.655178 sec): 3 clusters Score: Raw -5849018.093848 + Penalty 2103.043872 = -5846915.049976 nChanged 15 SP:Iteration 115Q (15746.732278 sec): 3 clusters Score: Raw -5849018.614602 + Penalty 2103.043872 = -5846915.570730 nChanged 13 SP:Iteration 116Q (15746.809337 sec): 3 clusters Score: Raw -5849018.914320 + Penalty 2103.043872 = -5846915.870447 nChanged 7 SP:Iteration 117Q (15746.886472 sec): 3 clusters Score: Raw -5849019.085917 + Penalty 2103.043872 = -5846916.042045 nChanged 4 SP:Iteration 118Q (15746.963549 sec): 3 clusters Score: Raw -5849019.203128 + Penalty 2103.043872 = -5846916.159256 nChanged 4 SP:Iteration 119Q (15747.040236 sec): 3 clusters Score: Raw -5849019.266020 + Penalty 2103.043872 = -5846916.222148 nChanged 3 SP:Iteration 120F (15747.128322 sec): 3 clusters Score: Raw -5849019.319539 + Penalty 2103.043872 = -5846916.275666 nChanged 5 SP:Iteration 121Q (15747.205752 sec): 3 clusters Score: Raw -5849019.398623 + Penalty 2103.043872 = -5846916.354751 nChanged 1 SP:Iteration 122Q (15747.282939 sec): 3 clusters Score: Raw -5849019.423276 + Penalty 2103.043872 = -5846916.379404 nChanged 3 SP:Iteration 123Q (15747.360102 sec): 3 clusters Score: Raw -5849019.537558 + Penalty 2103.043872 = -5846916.493686 nChanged 7 SP:Iteration 124Q (15747.437257 sec): 3 clusters Score: Raw -5849019.747649 + Penalty 2103.043872 = -5846916.703777 nChanged 9 SP:Iteration 125Q (15747.514293 sec): 3 clusters Score: Raw -5849020.055179 + Penalty 2103.043872 = -5846917.011307 nChanged 6 SP:Iteration 126Q (15747.591402 sec): 3 clusters Score: Raw -5849020.157850 + Penalty 2103.043872 = -5846917.113978 nChanged 6 SP:Iteration 127Q (15747.668438 sec): 3 clusters Score: Raw -5849020.314919 + Penalty 2103.043872 = -5846917.271047 nChanged 10 SP:Iteration 128Q (15747.745506 sec): 3 clusters Score: Raw -5849020.572990 + Penalty 2103.043872 = -5846917.529118 nChanged 9 SP:Iteration 129Q (15747.822496 sec): 3 clusters Score: Raw -5849020.883335 + Penalty 2103.043872 = -5846917.839463 nChanged 9 SP:Iteration 130Q (15747.899671 sec): 3 clusters Score: Raw -5849021.241488 + Penalty 2103.043872 = -5846918.197616 nChanged 12 SP:Iteration 131Q (15747.976713 sec): 3 clusters Score: Raw -5849021.650380 + Penalty 2103.043872 = -5846918.606508 nChanged 9 SP:Iteration 132Q (15748.053750 sec): 3 clusters Score: Raw -5849021.831502 + Penalty 2103.043872 = -5846918.787630 nChanged 1 SP:Iteration 133Q (15748.130885 sec): 3 clusters Score: Raw -5849021.841522 + Penalty 2103.043872 = -5846918.797649 nChanged 1 SP:Iteration 134Q (15748.208008 sec): 3 clusters Score: Raw -5849021.880545 + Penalty 2103.043872 = -5846918.836673 nChanged 1 SP:Iteration 135Q (15748.285029 sec): 3 clusters Score: Raw -5849021.886913 + Penalty 2103.043872 = -5846918.843041 nChanged 0 SP:Iteration 136F (15748.371758 sec): 3 clusters Score: Raw -5849021.886913 + Penalty 2103.043872 = -5846918.843041 nChanged 0 Trying to split cluster 12 (2540 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15748.378999 sec): 2 clusters Score: Raw -238177.746777 + Penalty 744.792339 = -237432.954438 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15748.389387 sec): 3 clusters Score: Raw -236894.136627 + Penalty 1489.584678 = -235404.551948 nChanged 1038 SP:Iteration 1F (15748.398868 sec): 3 clusters Score: Raw -237651.495597 + Penalty 1489.584678 = -236161.910919 nChanged 252 SP:Iteration 2F (15748.408196 sec): 3 clusters Score: Raw -237879.522710 + Penalty 1489.584678 = -236389.938032 nChanged 191 SP:Iteration 3F (15748.417617 sec): 3 clusters Score: Raw -238036.200517 + Penalty 1489.584678 = -236546.615838 nChanged 140 SP:Iteration 4F (15748.427101 sec): 3 clusters Score: Raw -238147.149110 + Penalty 1489.584678 = -236657.564431 nChanged 92 SP:Iteration 5Q (15748.436485 sec): 3 clusters Score: Raw -238203.262392 + Penalty 1489.584678 = -236713.677714 nChanged 63 SP:Iteration 6Q (15748.445714 sec): 3 clusters Score: Raw -238243.540272 + Penalty 1489.584678 = -236753.955593 nChanged 50 SP:Iteration 7Q (15748.455030 sec): 3 clusters Score: Raw -238274.214476 + Penalty 1489.584678 = -236784.629798 nChanged 41 SP:Iteration 8Q (15748.464325 sec): 3 clusters Score: Raw -238297.105257 + Penalty 1489.584678 = -236807.520579 nChanged 30 SP:Iteration 9Q (15748.473469 sec): 3 clusters Score: Raw -238314.401752 + Penalty 1489.584678 = -236824.817073 nChanged 25 SP:Iteration 10Q (15748.482739 sec): 3 clusters Score: Raw -238329.126559 + Penalty 1489.584678 = -236839.541881 nChanged 19 SP:Iteration 11Q (15748.492053 sec): 3 clusters Score: Raw -238338.848842 + Penalty 1489.584678 = -236849.264164 nChanged 16 SP:Iteration 12Q (15748.501258 sec): 3 clusters Score: Raw -238345.044404 + Penalty 1489.584678 = -236855.459725 nChanged 10 SP:Iteration 13Q (15748.510487 sec): 3 clusters Score: Raw -238347.973228 + Penalty 1489.584678 = -236858.388549 nChanged 7 SP:Iteration 14Q (15748.519579 sec): 3 clusters Score: Raw -238350.025676 + Penalty 1489.584678 = -236860.440997 nChanged 4 SP:Iteration 15Q (15748.528832 sec): 3 clusters Score: Raw -238350.892412 + Penalty 1489.584678 = -236861.307734 nChanged 0 SP:Iteration 16F (15748.538220 sec): 3 clusters Score: Raw -238350.892412 + Penalty 1489.584678 = -236861.307734 nChanged 0 Trying to split cluster 13 (33628 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15748.585298 sec): 2 clusters Score: Raw -3227636.134616 + Penalty 990.195862 = -3226645.938754 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15748.640680 sec): 3 clusters Score: Raw -3206280.012865 + Penalty 1980.391723 = -3204299.621142 nChanged 15807 SP:Iteration 1F (15748.692060 sec): 3 clusters Score: Raw -3215732.591210 + Penalty 1980.391723 = -3213752.199486 nChanged 1908 SP:Iteration 2F (15748.743379 sec): 3 clusters Score: Raw -3216616.353874 + Penalty 1980.391723 = -3214635.962151 nChanged 2147 SP:Iteration 3F (15748.794480 sec): 3 clusters Score: Raw -3217803.162522 + Penalty 1980.391723 = -3215822.770799 nChanged 2412 SP:Iteration 4F (15748.845993 sec): 3 clusters Score: Raw -3219417.229052 + Penalty 1980.391723 = -3217436.837329 nChanged 2513 SP:Iteration 5F (15748.896926 sec): 3 clusters Score: Raw -3221398.223635 + Penalty 1980.391723 = -3219417.831912 nChanged 2316 SP:Iteration 6F (15748.948094 sec): 3 clusters Score: Raw -3223395.004452 + Penalty 1980.391723 = -3221414.612728 nChanged 1834 SP:Iteration 7F (15748.999484 sec): 3 clusters Score: Raw -3225046.903464 + Penalty 1980.391723 = -3223066.511740 nChanged 1295 SP:Iteration 8Q (15749.050911 sec): 3 clusters Score: Raw -3226280.154237 + Penalty 1980.391723 = -3224299.762514 nChanged 795 SP:Iteration 9Q (15749.099343 sec): 3 clusters Score: Raw -3227007.260101 + Penalty 1980.391723 = -3225026.868378 nChanged 431 SP:Iteration 10Q (15749.144909 sec): 3 clusters Score: Raw -3227389.576409 + Penalty 1980.391723 = -3225409.184686 nChanged 208 SP:Iteration 11Q (15749.188586 sec): 3 clusters Score: Raw -3227565.235783 + Penalty 1980.391723 = -3225584.844060 nChanged 103 SP:Iteration 12Q (15749.231448 sec): 3 clusters Score: Raw -3227653.805996 + Penalty 1980.391723 = -3225673.414273 nChanged 63 SP:Iteration 13Q (15749.273746 sec): 3 clusters Score: Raw -3227703.050474 + Penalty 1980.391723 = -3225722.658751 nChanged 30 SP:Iteration 14Q (15749.316130 sec): 3 clusters Score: Raw -3227727.305643 + Penalty 1980.391723 = -3225746.913920 nChanged 23 SP:Iteration 15Q (15749.358263 sec): 3 clusters Score: Raw -3227743.976983 + Penalty 1980.391723 = -3225763.585260 nChanged 22 SP:Iteration 16Q (15749.400510 sec): 3 clusters Score: Raw -3227758.703329 + Penalty 1980.391723 = -3225778.311606 nChanged 9 SP:Iteration 17Q (15749.442807 sec): 3 clusters Score: Raw -3227765.208348 + Penalty 1980.391723 = -3225784.816625 nChanged 3 SP:Iteration 18Q (15749.484741 sec): 3 clusters Score: Raw -3227766.633355 + Penalty 1980.391723 = -3225786.241632 nChanged 3 SP:Iteration 19Q (15749.527069 sec): 3 clusters Score: Raw -3227768.582366 + Penalty 1980.391723 = -3225788.190643 nChanged 2 SP:Iteration 20F (15749.585624 sec): 3 clusters Score: Raw -3227769.821428 + Penalty 1980.391723 = -3225789.429704 nChanged 3 SP:Iteration 21Q (15749.626182 sec): 3 clusters Score: Raw -3227771.138579 + Penalty 1980.391723 = -3225790.746856 nChanged 1 SP:Iteration 22Q (15749.668770 sec): 3 clusters Score: Raw -3227771.557987 + Penalty 1980.391723 = -3225791.166264 nChanged 1 SP:Iteration 23Q (15749.711343 sec): 3 clusters Score: Raw -3227771.834311 + Penalty 1980.391723 = -3225791.442588 nChanged 2 SP:Iteration 24Q (15749.753701 sec): 3 clusters Score: Raw -3227772.368273 + Penalty 1980.391723 = -3225791.976550 nChanged 1 SP:Iteration 25Q (15749.796041 sec): 3 clusters Score: Raw -3227773.158839 + Penalty 1980.391723 = -3225792.767116 nChanged 3 SP:Iteration 26Q (15749.838347 sec): 3 clusters Score: Raw -3227774.957261 + Penalty 1980.391723 = -3225794.565538 nChanged 1 SP:Iteration 27Q (15749.880365 sec): 3 clusters Score: Raw -3227776.745606 + Penalty 1980.391723 = -3225796.353883 nChanged 2 SP:Iteration 28Q (15749.922617 sec): 3 clusters Score: Raw -3227777.318594 + Penalty 1980.391723 = -3225796.926871 nChanged 1 SP:Iteration 29Q (15749.964742 sec): 3 clusters Score: Raw -3227777.853495 + Penalty 1980.391723 = -3225797.461772 nChanged 0 SP:Iteration 30F (15750.016322 sec): 3 clusters Score: Raw -3227777.853495 + Penalty 1980.391723 = -3225797.461772 nChanged 0 Trying to split cluster 14 (67160 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15750.088663 sec): 2 clusters Score: Raw -6150343.967323 + Penalty 1055.909146 = -6149288.058177 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15750.177826 sec): 3 clusters Score: Raw -6106437.463392 + Penalty 2111.818291 = -6104325.645101 nChanged 32321 SP:Iteration 1F (15750.263211 sec): 3 clusters Score: Raw -6128078.114508 + Penalty 2111.818291 = -6125966.296217 nChanged 3863 SP:Iteration 2F (15750.348714 sec): 3 clusters Score: Raw -6130158.214659 + Penalty 2111.818291 = -6128046.396368 nChanged 4012 SP:Iteration 3F (15750.434180 sec): 3 clusters Score: Raw -6132565.357510 + Penalty 2111.818291 = -6130453.539219 nChanged 4082 SP:Iteration 4F (15750.519596 sec): 3 clusters Score: Raw -6135105.832010 + Penalty 2111.818291 = -6132994.013719 nChanged 3982 SP:Iteration 5F (15750.605089 sec): 3 clusters Score: Raw -6137693.069813 + Penalty 2111.818291 = -6135581.251522 nChanged 3715 SP:Iteration 6F (15750.690513 sec): 3 clusters Score: Raw -6139982.706164 + Penalty 2111.818291 = -6137870.887873 nChanged 3201 SP:Iteration 7Q (15750.780728 sec): 3 clusters Score: Raw -6141532.252613 + Penalty 2111.818291 = -6139420.434322 nChanged 2258 SP:Iteration 8Q (15750.893050 sec): 3 clusters Score: Raw -6142259.552398 + Penalty 2111.818291 = -6140147.734107 nChanged 1444 SP:Iteration 9Q (15750.981820 sec): 3 clusters Score: Raw -6142620.901471 + Penalty 2111.818291 = -6140509.083180 nChanged 1014 SP:Iteration 10Q (15751.069989 sec): 3 clusters Score: Raw -6142854.206610 + Penalty 2111.818291 = -6140742.388319 nChanged 881 SP:Iteration 11Q (15751.157941 sec): 3 clusters Score: Raw -6143055.516988 + Penalty 2111.818291 = -6140943.698697 nChanged 773 SP:Iteration 12Q (15751.245749 sec): 3 clusters Score: Raw -6143230.951547 + Penalty 2111.818291 = -6141119.133256 nChanged 748 SP:Iteration 13Q (15751.333440 sec): 3 clusters Score: Raw -6143405.341725 + Penalty 2111.818291 = -6141293.523434 nChanged 779 SP:Iteration 14Q (15751.421143 sec): 3 clusters Score: Raw -6143581.923077 + Penalty 2111.818291 = -6141470.104786 nChanged 768 SP:Iteration 15Q (15751.508682 sec): 3 clusters Score: Raw -6143763.337481 + Penalty 2111.818291 = -6141651.519190 nChanged 783 SP:Iteration 16Q (15751.596125 sec): 3 clusters Score: Raw -6143965.860927 + Penalty 2111.818291 = -6141854.042635 nChanged 779 SP:Iteration 17Q (15751.683465 sec): 3 clusters Score: Raw -6144161.051062 + Penalty 2111.818291 = -6142049.232771 nChanged 785 SP:Iteration 18Q (15751.770468 sec): 3 clusters Score: Raw -6144347.225245 + Penalty 2111.818291 = -6142235.406954 nChanged 735 SP:Iteration 19Q (15751.857425 sec): 3 clusters Score: Raw -6144505.580283 + Penalty 2111.818291 = -6142393.761992 nChanged 685 SP:Iteration 20F (15751.942784 sec): 3 clusters Score: Raw -6144647.476810 + Penalty 2111.818291 = -6142535.658519 nChanged 606 SP:Iteration 21Q (15752.030293 sec): 3 clusters Score: Raw -6144760.444151 + Penalty 2111.818291 = -6142648.625860 nChanged 549 SP:Iteration 22Q (15752.117613 sec): 3 clusters Score: Raw -6144845.215359 + Penalty 2111.818291 = -6142733.397068 nChanged 487 SP:Iteration 23Q (15752.204954 sec): 3 clusters Score: Raw -6144910.152703 + Penalty 2111.818291 = -6142798.334412 nChanged 405 SP:Iteration 24Q (15752.292015 sec): 3 clusters Score: Raw -6144955.627008 + Penalty 2111.818291 = -6142843.808717 nChanged 334 SP:Iteration 25Q (15752.378957 sec): 3 clusters Score: Raw -6144986.771102 + Penalty 2111.818291 = -6142874.952811 nChanged 286 SP:Iteration 26Q (15752.466052 sec): 3 clusters Score: Raw -6145013.333059 + Penalty 2111.818291 = -6142901.514767 nChanged 250 SP:Iteration 27Q (15752.553142 sec): 3 clusters Score: Raw -6145032.764955 + Penalty 2111.818291 = -6142920.946664 nChanged 223 SP:Iteration 28Q (15752.640178 sec): 3 clusters Score: Raw -6145049.634915 + Penalty 2111.818291 = -6142937.816623 nChanged 193 SP:Iteration 29Q (15752.727046 sec): 3 clusters Score: Raw -6145061.644251 + Penalty 2111.818291 = -6142949.825959 nChanged 146 SP:Iteration 30Q (15752.813735 sec): 3 clusters Score: Raw -6145069.544028 + Penalty 2111.818291 = -6142957.725737 nChanged 144 SP:Iteration 31Q (15752.900428 sec): 3 clusters Score: Raw -6145076.670800 + Penalty 2111.818291 = -6142964.852509 nChanged 123 SP:Iteration 32Q (15752.987186 sec): 3 clusters Score: Raw -6145081.176142 + Penalty 2111.818291 = -6142969.357851 nChanged 84 SP:Iteration 33Q (15753.073960 sec): 3 clusters Score: Raw -6145083.809223 + Penalty 2111.818291 = -6142971.990932 nChanged 75 SP:Iteration 34Q (15753.160700 sec): 3 clusters Score: Raw -6145086.047386 + Penalty 2111.818291 = -6142974.229095 nChanged 71 SP:Iteration 35Q (15753.247424 sec): 3 clusters Score: Raw -6145087.995979 + Penalty 2111.818291 = -6142976.177688 nChanged 60 SP:Iteration 36Q (15753.334047 sec): 3 clusters Score: Raw -6145089.433123 + Penalty 2111.818291 = -6142977.614832 nChanged 47 SP:Iteration 37Q (15753.420634 sec): 3 clusters Score: Raw -6145090.218652 + Penalty 2111.818291 = -6142978.400361 nChanged 28 SP:Iteration 38Q (15753.507204 sec): 3 clusters Score: Raw -6145090.738512 + Penalty 2111.818291 = -6142978.920221 nChanged 27 SP:Iteration 39Q (15753.593860 sec): 3 clusters Score: Raw -6145091.252474 + Penalty 2111.818291 = -6142979.434183 nChanged 33 SP:Iteration 40F (15753.679415 sec): 3 clusters Score: Raw -6145091.790957 + Penalty 2111.818291 = -6142979.972666 nChanged 26 SP:Iteration 41Q (15753.766533 sec): 3 clusters Score: Raw -6145092.144469 + Penalty 2111.818291 = -6142980.326178 nChanged 27 SP:Iteration 42Q (15753.853609 sec): 3 clusters Score: Raw -6145092.511568 + Penalty 2111.818291 = -6142980.693277 nChanged 18 SP:Iteration 43Q (15753.940890 sec): 3 clusters Score: Raw -6145092.754753 + Penalty 2111.818291 = -6142980.936462 nChanged 17 SP:Iteration 44Q (15754.028115 sec): 3 clusters Score: Raw -6145092.955545 + Penalty 2111.818291 = -6142981.137254 nChanged 12 SP:Iteration 45Q (15754.115392 sec): 3 clusters Score: Raw -6145093.195489 + Penalty 2111.818291 = -6142981.377197 nChanged 17 SP:Iteration 46Q (15754.202594 sec): 3 clusters Score: Raw -6145093.445089 + Penalty 2111.818291 = -6142981.626797 nChanged 11 SP:Iteration 47Q (15754.289719 sec): 3 clusters Score: Raw -6145093.599753 + Penalty 2111.818291 = -6142981.781462 nChanged 13 SP:Iteration 48Q (15754.376723 sec): 3 clusters Score: Raw -6145093.788227 + Penalty 2111.818291 = -6142981.969936 nChanged 11 SP:Iteration 49Q (15754.463774 sec): 3 clusters Score: Raw -6145094.102140 + Penalty 2111.818291 = -6142982.283849 nChanged 17 SP:Iteration 50Q (15754.551191 sec): 3 clusters Score: Raw -6145094.394446 + Penalty 2111.818291 = -6142982.576155 nChanged 15 SP:Iteration 51Q (15754.638716 sec): 3 clusters Score: Raw -6145094.545646 + Penalty 2111.818291 = -6142982.727355 nChanged 11 SP:Iteration 52Q (15754.726228 sec): 3 clusters Score: Raw -6145094.627263 + Penalty 2111.818291 = -6142982.808972 nChanged 4 SP:Iteration 53Q (15754.813357 sec): 3 clusters Score: Raw -6145094.663859 + Penalty 2111.818291 = -6142982.845568 nChanged 4 SP:Iteration 54Q (15754.900553 sec): 3 clusters Score: Raw -6145094.695723 + Penalty 2111.818291 = -6142982.877432 nChanged 1 SP:Iteration 55Q (15754.987564 sec): 3 clusters Score: Raw -6145094.707181 + Penalty 2111.818291 = -6142982.888889 nChanged 1 SP:Iteration 56Q (15755.074688 sec): 3 clusters Score: Raw -6145094.726004 + Penalty 2111.818291 = -6142982.907713 nChanged 1 SP:Iteration 57Q (15755.161986 sec): 3 clusters Score: Raw -6145094.734381 + Penalty 2111.818291 = -6142982.916090 nChanged 2 SP:Iteration 58Q (15755.249186 sec): 3 clusters Score: Raw -6145094.759090 + Penalty 2111.818291 = -6142982.940799 nChanged 3 SP:Iteration 59Q (15755.336326 sec): 3 clusters Score: Raw -6145094.775048 + Penalty 2111.818291 = -6142982.956757 nChanged 4 SP:Iteration 60F (15755.421719 sec): 3 clusters Score: Raw -6145094.824861 + Penalty 2111.818291 = -6142983.006570 nChanged 4 SP:Iteration 61Q (15755.508725 sec): 3 clusters Score: Raw -6145094.862675 + Penalty 2111.818291 = -6142983.044383 nChanged 6 SP:Iteration 62Q (15755.595802 sec): 3 clusters Score: Raw -6145094.908991 + Penalty 2111.818291 = -6142983.090699 nChanged 4 SP:Iteration 63Q (15755.683066 sec): 3 clusters Score: Raw -6145094.940224 + Penalty 2111.818291 = -6142983.121933 nChanged 6 SP:Iteration 64Q (15755.770198 sec): 3 clusters Score: Raw -6145095.044385 + Penalty 2111.818291 = -6142983.226094 nChanged 8 SP:Iteration 65Q (15755.857403 sec): 3 clusters Score: Raw -6145095.144637 + Penalty 2111.818291 = -6142983.326346 nChanged 6 SP:Iteration 66Q (15755.944469 sec): 3 clusters Score: Raw -6145095.188983 + Penalty 2111.818291 = -6142983.370692 nChanged 3 SP:Iteration 67Q (15756.031447 sec): 3 clusters Score: Raw -6145095.225996 + Penalty 2111.818291 = -6142983.407705 nChanged 2 SP:Iteration 68Q (15756.118523 sec): 3 clusters Score: Raw -6145095.245509 + Penalty 2111.818291 = -6142983.427218 nChanged 2 SP:Iteration 69Q (15756.205618 sec): 3 clusters Score: Raw -6145095.252305 + Penalty 2111.818291 = -6142983.434013 nChanged 1 SP:Iteration 70Q (15756.292788 sec): 3 clusters Score: Raw -6145095.260219 + Penalty 2111.818291 = -6142983.441928 nChanged 0 SP:Iteration 71F (15756.388878 sec): 3 clusters Score: Raw -6145095.260219 + Penalty 2111.818291 = -6142983.441928 nChanged 0 Trying to split cluster 15 (3064 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15756.408174 sec): 2 clusters Score: Raw -282946.974796 + Penalty 762.610270 = -282184.364525 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15756.420430 sec): 3 clusters Score: Raw -281338.077867 + Penalty 1525.220541 = -279812.857326 nChanged 1240 SP:Iteration 1F (15756.431646 sec): 3 clusters Score: Raw -282022.255857 + Penalty 1525.220541 = -280497.035316 nChanged 249 SP:Iteration 2F (15756.442866 sec): 3 clusters Score: Raw -282159.108296 + Penalty 1525.220541 = -280633.887756 nChanged 172 SP:Iteration 3F (15756.454089 sec): 3 clusters Score: Raw -282267.745179 + Penalty 1525.220541 = -280742.524638 nChanged 168 SP:Iteration 4F (15756.465305 sec): 3 clusters Score: Raw -282378.314992 + Penalty 1525.220541 = -280853.094451 nChanged 159 SP:Iteration 5F (15756.476499 sec): 3 clusters Score: Raw -282475.775046 + Penalty 1525.220541 = -280950.554505 nChanged 133 SP:Iteration 6Q (15756.487564 sec): 3 clusters Score: Raw -282555.630332 + Penalty 1525.220541 = -281030.409791 nChanged 102 SP:Iteration 7Q (15756.498595 sec): 3 clusters Score: Raw -282623.416481 + Penalty 1525.220541 = -281098.195940 nChanged 101 SP:Iteration 8Q (15756.509767 sec): 3 clusters Score: Raw -282683.064378 + Penalty 1525.220541 = -281157.843837 nChanged 87 SP:Iteration 9Q (15756.520883 sec): 3 clusters Score: Raw -282734.939344 + Penalty 1525.220541 = -281209.718803 nChanged 81 SP:Iteration 10Q (15756.532005 sec): 3 clusters Score: Raw -282784.703345 + Penalty 1525.220541 = -281259.482804 nChanged 66 SP:Iteration 11Q (15756.543077 sec): 3 clusters Score: Raw -282824.617979 + Penalty 1525.220541 = -281299.397438 nChanged 67 SP:Iteration 12Q (15756.554078 sec): 3 clusters Score: Raw -282861.024380 + Penalty 1525.220541 = -281335.803839 nChanged 61 SP:Iteration 13Q (15756.565156 sec): 3 clusters Score: Raw -282895.841570 + Penalty 1525.220541 = -281370.621029 nChanged 47 SP:Iteration 14Q (15756.576059 sec): 3 clusters Score: Raw -282920.185199 + Penalty 1525.220541 = -281394.964658 nChanged 48 SP:Iteration 15Q (15756.587086 sec): 3 clusters Score: Raw -282948.360863 + Penalty 1525.220541 = -281423.140322 nChanged 44 SP:Iteration 16Q (15756.598190 sec): 3 clusters Score: Raw -282975.979504 + Penalty 1525.220541 = -281450.758963 nChanged 38 SP:Iteration 17Q (15756.609093 sec): 3 clusters Score: Raw -282991.922690 + Penalty 1525.220541 = -281466.702149 nChanged 17 SP:Iteration 18Q (15756.620028 sec): 3 clusters Score: Raw -282999.930055 + Penalty 1525.220541 = -281474.709514 nChanged 14 SP:Iteration 19Q (15756.630923 sec): 3 clusters Score: Raw -283007.406611 + Penalty 1525.220541 = -281482.186071 nChanged 11 SP:Iteration 20F (15756.642031 sec): 3 clusters Score: Raw -283011.406412 + Penalty 1525.220541 = -281486.185871 nChanged 15 SP:Iteration 21Q (15756.652846 sec): 3 clusters Score: Raw -283017.720296 + Penalty 1525.220541 = -281492.499755 nChanged 18 SP:Iteration 22Q (15756.663528 sec): 3 clusters Score: Raw -283026.572745 + Penalty 1525.220541 = -281501.352204 nChanged 14 SP:Iteration 23Q (15756.674378 sec): 3 clusters Score: Raw -283036.074735 + Penalty 1525.220541 = -281510.854194 nChanged 20 SP:Iteration 24Q (15756.685163 sec): 3 clusters Score: Raw -283046.351736 + Penalty 1525.220541 = -281521.131195 nChanged 18 SP:Iteration 25Q (15756.695966 sec): 3 clusters Score: Raw -283058.071025 + Penalty 1525.220541 = -281532.850484 nChanged 20 SP:Iteration 26Q (15756.706740 sec): 3 clusters Score: Raw -283070.382048 + Penalty 1525.220541 = -281545.161507 nChanged 18 SP:Iteration 27Q (15756.717449 sec): 3 clusters Score: Raw -283084.890604 + Penalty 1525.220541 = -281559.670063 nChanged 19 SP:Iteration 28Q (15756.728056 sec): 3 clusters Score: Raw -283100.500168 + Penalty 1525.220541 = -281575.279628 nChanged 17 SP:Iteration 29Q (15756.738666 sec): 3 clusters Score: Raw -283118.248444 + Penalty 1525.220541 = -281593.027903 nChanged 17 SP:Iteration 30Q (15756.749355 sec): 3 clusters Score: Raw -283134.398767 + Penalty 1525.220541 = -281609.178226 nChanged 15 SP:Iteration 31Q (15756.759947 sec): 3 clusters Score: Raw -283141.751149 + Penalty 1525.220541 = -281616.530608 nChanged 4 SP:Iteration 32Q (15756.770589 sec): 3 clusters Score: Raw -283143.715580 + Penalty 1525.220541 = -281618.495039 nChanged 8 SP:Iteration 33Q (15756.781189 sec): 3 clusters Score: Raw -283146.050242 + Penalty 1525.220541 = -281620.829702 nChanged 8 SP:Iteration 34Q (15756.791801 sec): 3 clusters Score: Raw -283152.619132 + Penalty 1525.220541 = -281627.398591 nChanged 8 SP:Iteration 35Q (15756.802432 sec): 3 clusters Score: Raw -283157.419480 + Penalty 1525.220541 = -281632.198939 nChanged 8 SP:Iteration 36Q (15756.813035 sec): 3 clusters Score: Raw -283161.264262 + Penalty 1525.220541 = -281636.043721 nChanged 7 SP:Iteration 37Q (15756.823704 sec): 3 clusters Score: Raw -283164.053681 + Penalty 1525.220541 = -281638.833140 nChanged 7 SP:Iteration 38Q (15756.834209 sec): 3 clusters Score: Raw -283168.334237 + Penalty 1525.220541 = -281643.113696 nChanged 6 SP:Iteration 39Q (15756.844838 sec): 3 clusters Score: Raw -283171.720481 + Penalty 1525.220541 = -281646.499940 nChanged 6 SP:Iteration 40F (15756.855846 sec): 3 clusters Score: Raw -283174.868815 + Penalty 1525.220541 = -281649.648274 nChanged 2 SP:Iteration 41Q (15756.866426 sec): 3 clusters Score: Raw -283175.135669 + Penalty 1525.220541 = -281649.915128 nChanged 0 SP:Iteration 42F (15756.877405 sec): 3 clusters Score: Raw -283175.135669 + Penalty 1525.220541 = -281649.915128 nChanged 0 Trying to split cluster 16 (19722 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15756.908373 sec): 2 clusters Score: Raw -1901356.908908 + Penalty 939.501554 = -1900417.407354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15756.946051 sec): 3 clusters Score: Raw -1889340.171785 + Penalty 1879.003108 = -1887461.168677 nChanged 8934 SP:Iteration 1F (15756.981281 sec): 3 clusters Score: Raw -1894858.009095 + Penalty 1879.003108 = -1892979.005987 nChanged 1488 SP:Iteration 2F (15757.016693 sec): 3 clusters Score: Raw -1895866.117251 + Penalty 1879.003108 = -1893987.114142 nChanged 1656 SP:Iteration 3F (15757.051909 sec): 3 clusters Score: Raw -1897197.312837 + Penalty 1879.003108 = -1895318.309729 nChanged 1631 SP:Iteration 4F (15757.087280 sec): 3 clusters Score: Raw -1898689.455312 + Penalty 1879.003108 = -1896810.452204 nChanged 1327 SP:Iteration 5F (15757.122550 sec): 3 clusters Score: Raw -1899985.075939 + Penalty 1879.003108 = -1898106.072830 nChanged 878 SP:Iteration 6Q (15757.157652 sec): 3 clusters Score: Raw -1900781.765216 + Penalty 1879.003108 = -1898902.762107 nChanged 542 SP:Iteration 7Q (15757.191421 sec): 3 clusters Score: Raw -1901177.860566 + Penalty 1879.003108 = -1899298.857458 nChanged 338 SP:Iteration 8Q (15757.224507 sec): 3 clusters Score: Raw -1901365.513878 + Penalty 1879.003108 = -1899486.510770 nChanged 217 SP:Iteration 9Q (15757.257143 sec): 3 clusters Score: Raw -1901460.094795 + Penalty 1879.003108 = -1899581.091687 nChanged 182 SP:Iteration 10Q (15757.289589 sec): 3 clusters Score: Raw -1901538.489057 + Penalty 1879.003108 = -1899659.485949 nChanged 161 SP:Iteration 11Q (15757.322050 sec): 3 clusters Score: Raw -1901594.831465 + Penalty 1879.003108 = -1899715.828356 nChanged 126 SP:Iteration 12Q (15757.354237 sec): 3 clusters Score: Raw -1901632.796371 + Penalty 1879.003108 = -1899753.793262 nChanged 95 SP:Iteration 13Q (15757.386307 sec): 3 clusters Score: Raw -1901660.258942 + Penalty 1879.003108 = -1899781.255833 nChanged 88 SP:Iteration 14Q (15757.418621 sec): 3 clusters Score: Raw -1901679.486883 + Penalty 1879.003108 = -1899800.483775 nChanged 70 SP:Iteration 15Q (15757.450428 sec): 3 clusters Score: Raw -1901692.809469 + Penalty 1879.003108 = -1899813.806360 nChanged 62 SP:Iteration 16Q (15757.482465 sec): 3 clusters Score: Raw -1901705.409547 + Penalty 1879.003108 = -1899826.406439 nChanged 53 SP:Iteration 17Q (15757.514564 sec): 3 clusters Score: Raw -1901713.642559 + Penalty 1879.003108 = -1899834.639451 nChanged 51 SP:Iteration 18Q (15757.546396 sec): 3 clusters Score: Raw -1901722.614278 + Penalty 1879.003108 = -1899843.611169 nChanged 46 SP:Iteration 19Q (15757.578392 sec): 3 clusters Score: Raw -1901731.119593 + Penalty 1879.003108 = -1899852.116485 nChanged 42 SP:Iteration 20F (15757.613820 sec): 3 clusters Score: Raw -1901737.639219 + Penalty 1879.003108 = -1899858.636111 nChanged 36 SP:Iteration 21Q (15757.645836 sec): 3 clusters Score: Raw -1901743.028313 + Penalty 1879.003108 = -1899864.025205 nChanged 47 SP:Iteration 22Q (15757.677632 sec): 3 clusters Score: Raw -1901751.131057 + Penalty 1879.003108 = -1899872.127949 nChanged 41 SP:Iteration 23Q (15757.709374 sec): 3 clusters Score: Raw -1901759.494586 + Penalty 1879.003108 = -1899880.491478 nChanged 48 SP:Iteration 24Q (15757.741176 sec): 3 clusters Score: Raw -1901767.818330 + Penalty 1879.003108 = -1899888.815222 nChanged 40 SP:Iteration 25Q (15757.773074 sec): 3 clusters Score: Raw -1901774.037175 + Penalty 1879.003108 = -1899895.034067 nChanged 36 SP:Iteration 26Q (15757.804747 sec): 3 clusters Score: Raw -1901779.426016 + Penalty 1879.003108 = -1899900.422908 nChanged 32 SP:Iteration 27Q (15757.836508 sec): 3 clusters Score: Raw -1901784.168820 + Penalty 1879.003108 = -1899905.165712 nChanged 26 SP:Iteration 28Q (15757.868372 sec): 3 clusters Score: Raw -1901787.995502 + Penalty 1879.003108 = -1899908.992394 nChanged 27 SP:Iteration 29Q (15757.900039 sec): 3 clusters Score: Raw -1901791.514280 + Penalty 1879.003108 = -1899912.511172 nChanged 26 SP:Iteration 30Q (15757.931714 sec): 3 clusters Score: Raw -1901794.508825 + Penalty 1879.003108 = -1899915.505717 nChanged 18 SP:Iteration 31Q (15757.963235 sec): 3 clusters Score: Raw -1901796.980279 + Penalty 1879.003108 = -1899917.977171 nChanged 15 SP:Iteration 32Q (15757.994734 sec): 3 clusters Score: Raw -1901799.115425 + Penalty 1879.003108 = -1899920.112317 nChanged 12 SP:Iteration 33Q (15758.026414 sec): 3 clusters Score: Raw -1901800.672328 + Penalty 1879.003108 = -1899921.669220 nChanged 14 SP:Iteration 34Q (15758.057926 sec): 3 clusters Score: Raw -1901802.187170 + Penalty 1879.003108 = -1899923.184062 nChanged 9 SP:Iteration 35Q (15758.089544 sec): 3 clusters Score: Raw -1901802.909629 + Penalty 1879.003108 = -1899923.906521 nChanged 8 SP:Iteration 36Q (15758.121052 sec): 3 clusters Score: Raw -1901803.643421 + Penalty 1879.003108 = -1899924.640313 nChanged 8 SP:Iteration 37Q (15758.152507 sec): 3 clusters Score: Raw -1901804.145946 + Penalty 1879.003108 = -1899925.142838 nChanged 1 SP:Iteration 38Q (15758.184155 sec): 3 clusters Score: Raw -1901804.207937 + Penalty 1879.003108 = -1899925.204829 nChanged 3 SP:Iteration 39Q (15758.215624 sec): 3 clusters Score: Raw -1901804.363885 + Penalty 1879.003108 = -1899925.360777 nChanged 3 SP:Iteration 40F (15758.251038 sec): 3 clusters Score: Raw -1901804.568294 + Penalty 1879.003108 = -1899925.565186 nChanged 5 SP:Iteration 41Q (15758.282743 sec): 3 clusters Score: Raw -1901804.998247 + Penalty 1879.003108 = -1899925.995139 nChanged 7 SP:Iteration 42Q (15758.314226 sec): 3 clusters Score: Raw -1901805.629751 + Penalty 1879.003108 = -1899926.626643 nChanged 9 SP:Iteration 43Q (15758.345759 sec): 3 clusters Score: Raw -1901806.484196 + Penalty 1879.003108 = -1899927.481088 nChanged 7 SP:Iteration 44Q (15758.377243 sec): 3 clusters Score: Raw -1901807.265503 + Penalty 1879.003108 = -1899928.262395 nChanged 7 SP:Iteration 45Q (15758.408749 sec): 3 clusters Score: Raw -1901807.898571 + Penalty 1879.003108 = -1899928.895463 nChanged 8 SP:Iteration 46Q (15758.440352 sec): 3 clusters Score: Raw -1901808.660254 + Penalty 1879.003108 = -1899929.657146 nChanged 7 SP:Iteration 47Q (15758.471784 sec): 3 clusters Score: Raw -1901810.053672 + Penalty 1879.003108 = -1899931.050564 nChanged 10 SP:Iteration 48Q (15758.503406 sec): 3 clusters Score: Raw -1901811.170599 + Penalty 1879.003108 = -1899932.167491 nChanged 9 SP:Iteration 49Q (15758.534854 sec): 3 clusters Score: Raw -1901812.200414 + Penalty 1879.003108 = -1899933.197306 nChanged 5 SP:Iteration 50Q (15758.566344 sec): 3 clusters Score: Raw -1901812.768175 + Penalty 1879.003108 = -1899933.765067 nChanged 7 SP:Iteration 51Q (15758.597783 sec): 3 clusters Score: Raw -1901813.846138 + Penalty 1879.003108 = -1899934.843030 nChanged 9 SP:Iteration 52Q (15758.629172 sec): 3 clusters Score: Raw -1901814.927876 + Penalty 1879.003108 = -1899935.924768 nChanged 5 SP:Iteration 53Q (15758.660728 sec): 3 clusters Score: Raw -1901815.383088 + Penalty 1879.003108 = -1899936.379980 nChanged 5 SP:Iteration 54Q (15758.692117 sec): 3 clusters Score: Raw -1901816.037022 + Penalty 1879.003108 = -1899937.033914 nChanged 9 SP:Iteration 55Q (15758.723558 sec): 3 clusters Score: Raw -1901817.085677 + Penalty 1879.003108 = -1899938.082569 nChanged 12 SP:Iteration 56Q (15758.754967 sec): 3 clusters Score: Raw -1901819.020233 + Penalty 1879.003108 = -1899940.017125 nChanged 14 SP:Iteration 57Q (15758.786389 sec): 3 clusters Score: Raw -1901820.427484 + Penalty 1879.003108 = -1899941.424375 nChanged 11 SP:Iteration 58Q (15758.817803 sec): 3 clusters Score: Raw -1901821.626080 + Penalty 1879.003108 = -1899942.622971 nChanged 13 SP:Iteration 59Q (15758.849173 sec): 3 clusters Score: Raw -1901823.088398 + Penalty 1879.003108 = -1899944.085290 nChanged 11 SP:Iteration 60F (15758.884368 sec): 3 clusters Score: Raw -1901824.348052 + Penalty 1879.003108 = -1899945.344944 nChanged 15 SP:Iteration 61Q (15758.915856 sec): 3 clusters Score: Raw -1901826.360572 + Penalty 1879.003108 = -1899947.357464 nChanged 16 SP:Iteration 62Q (15758.947138 sec): 3 clusters Score: Raw -1901828.689882 + Penalty 1879.003108 = -1899949.686774 nChanged 15 SP:Iteration 63Q (15758.978406 sec): 3 clusters Score: Raw -1901830.849073 + Penalty 1879.003108 = -1899951.845965 nChanged 12 SP:Iteration 64Q (15759.009809 sec): 3 clusters Score: Raw -1901832.919453 + Penalty 1879.003108 = -1899953.916345 nChanged 14 SP:Iteration 65Q (15759.041016 sec): 3 clusters Score: Raw -1901834.646236 + Penalty 1879.003108 = -1899955.643128 nChanged 13 SP:Iteration 66Q (15759.072333 sec): 3 clusters Score: Raw -1901836.311405 + Penalty 1879.003108 = -1899957.308297 nChanged 10 SP:Iteration 67Q (15759.107689 sec): 3 clusters Score: Raw -1901837.814716 + Penalty 1879.003108 = -1899958.811607 nChanged 11 SP:Iteration 68Q (15759.138742 sec): 3 clusters Score: Raw -1901840.536993 + Penalty 1879.003108 = -1899961.533885 nChanged 14 SP:Iteration 69Q (15759.170171 sec): 3 clusters Score: Raw -1901842.541673 + Penalty 1879.003108 = -1899963.538564 nChanged 10 SP:Iteration 70Q (15759.201327 sec): 3 clusters Score: Raw -1901843.597616 + Penalty 1879.003108 = -1899964.594507 nChanged 7 SP:Iteration 71Q (15759.232544 sec): 3 clusters Score: Raw -1901844.483520 + Penalty 1879.003108 = -1899965.480412 nChanged 3 SP:Iteration 72Q (15759.263734 sec): 3 clusters Score: Raw -1901844.769385 + Penalty 1879.003108 = -1899965.766277 nChanged 5 SP:Iteration 73Q (15759.294918 sec): 3 clusters Score: Raw -1901845.325440 + Penalty 1879.003108 = -1899966.322332 nChanged 1 SP:Iteration 74Q (15759.326101 sec): 3 clusters Score: Raw -1901845.424450 + Penalty 1879.003108 = -1899966.421342 nChanged 1 SP:Iteration 75Q (15759.357314 sec): 3 clusters Score: Raw -1901845.586522 + Penalty 1879.003108 = -1899966.583414 nChanged 1 SP:Iteration 76Q (15759.388454 sec): 3 clusters Score: Raw -1901845.768140 + Penalty 1879.003108 = -1899966.765032 nChanged 2 SP:Iteration 77Q (15759.419696 sec): 3 clusters Score: Raw -1901846.045961 + Penalty 1879.003108 = -1899967.042853 nChanged 3 SP:Iteration 78Q (15759.450829 sec): 3 clusters Score: Raw -1901846.263653 + Penalty 1879.003108 = -1899967.260545 nChanged 0 SP:Iteration 79F (15759.486031 sec): 3 clusters Score: Raw -1901846.263653 + Penalty 1879.003108 = -1899967.260545 nChanged 0 Trying to split cluster 17 (1943 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15759.500767 sec): 2 clusters Score: Raw -177175.739998 + Penalty 719.338903 = -176456.401096 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15759.508700 sec): 3 clusters Score: Raw -176237.046449 + Penalty 1438.677805 = -174798.368643 nChanged 725 SP:Iteration 1F (15759.515951 sec): 3 clusters Score: Raw -176680.208932 + Penalty 1438.677805 = -175241.531127 nChanged 168 SP:Iteration 2F (15759.523214 sec): 3 clusters Score: Raw -176795.389191 + Penalty 1438.677805 = -175356.711385 nChanged 112 SP:Iteration 3F (15759.530364 sec): 3 clusters Score: Raw -176868.750844 + Penalty 1438.677805 = -175430.073038 nChanged 80 SP:Iteration 4Q (15759.537600 sec): 3 clusters Score: Raw -176921.587272 + Penalty 1438.677805 = -175482.909467 nChanged 74 SP:Iteration 5Q (15759.544832 sec): 3 clusters Score: Raw -176962.471465 + Penalty 1438.677805 = -175523.793660 nChanged 64 SP:Iteration 6Q (15759.552005 sec): 3 clusters Score: Raw -176997.328529 + Penalty 1438.677805 = -175558.650724 nChanged 53 SP:Iteration 7Q (15759.559137 sec): 3 clusters Score: Raw -177032.845391 + Penalty 1438.677805 = -175594.167585 nChanged 71 SP:Iteration 8Q (15759.566343 sec): 3 clusters Score: Raw -177095.310030 + Penalty 1438.677805 = -175656.632225 nChanged 78 SP:Iteration 9Q (15759.573576 sec): 3 clusters Score: Raw -177159.655583 + Penalty 1438.677805 = -175720.977777 nChanged 65 SP:Iteration 10Q (15759.580793 sec): 3 clusters Score: Raw -177214.199753 + Penalty 1438.677805 = -175775.521948 nChanged 66 SP:Iteration 11Q (15759.587965 sec): 3 clusters Score: Raw -177279.957195 + Penalty 1438.677805 = -175841.279390 nChanged 49 SP:Iteration 12Q (15759.595081 sec): 3 clusters Score: Raw -177319.346720 + Penalty 1438.677805 = -175880.668915 nChanged 47 SP:Iteration 13Q (15759.602194 sec): 3 clusters Score: Raw -177356.360388 + Penalty 1438.677805 = -175917.682583 nChanged 30 SP:Iteration 14Q (15759.609274 sec): 3 clusters Score: Raw -177384.425525 + Penalty 1438.677805 = -175945.747720 nChanged 24 SP:Iteration 15Q (15759.616373 sec): 3 clusters Score: Raw -177412.929982 + Penalty 1438.677805 = -175974.252177 nChanged 23 SP:Iteration 16Q (15759.623425 sec): 3 clusters Score: Raw -177436.238058 + Penalty 1438.677805 = -175997.560253 nChanged 24 SP:Iteration 17Q (15759.630467 sec): 3 clusters Score: Raw -177461.147673 + Penalty 1438.677805 = -176022.469868 nChanged 21 SP:Iteration 18Q (15759.637494 sec): 3 clusters Score: Raw -177479.986887 + Penalty 1438.677805 = -176041.309082 nChanged 21 SP:Iteration 19Q (15759.644458 sec): 3 clusters Score: Raw -177499.880520 + Penalty 1438.677805 = -176061.202715 nChanged 16 SP:Iteration 20F (15759.651641 sec): 3 clusters Score: Raw -177513.012657 + Penalty 1438.677805 = -176074.334851 nChanged 17 SP:Iteration 21Q (15759.658609 sec): 3 clusters Score: Raw -177533.213438 + Penalty 1438.677805 = -176094.535632 nChanged 14 SP:Iteration 22Q (15759.665563 sec): 3 clusters Score: Raw -177554.530306 + Penalty 1438.677805 = -176115.852501 nChanged 16 SP:Iteration 23Q (15759.672474 sec): 3 clusters Score: Raw -177571.686307 + Penalty 1438.677805 = -176133.008502 nChanged 18 SP:Iteration 24Q (15759.679405 sec): 3 clusters Score: Raw -177583.787114 + Penalty 1438.677805 = -176145.109309 nChanged 12 SP:Iteration 25Q (15759.686306 sec): 3 clusters Score: Raw -177589.578080 + Penalty 1438.677805 = -176150.900274 nChanged 6 SP:Iteration 26Q (15759.693176 sec): 3 clusters Score: Raw -177593.486329 + Penalty 1438.677805 = -176154.808524 nChanged 6 SP:Iteration 27Q (15759.700061 sec): 3 clusters Score: Raw -177599.519225 + Penalty 1438.677805 = -176160.841419 nChanged 9 SP:Iteration 28Q (15759.706912 sec): 3 clusters Score: Raw -177604.972106 + Penalty 1438.677805 = -176166.294301 nChanged 11 SP:Iteration 29Q (15759.713809 sec): 3 clusters Score: Raw -177614.392761 + Penalty 1438.677805 = -176175.714956 nChanged 9 SP:Iteration 30Q (15759.720668 sec): 3 clusters Score: Raw -177619.548953 + Penalty 1438.677805 = -176180.871147 nChanged 3 SP:Iteration 31Q (15759.727479 sec): 3 clusters Score: Raw -177620.970259 + Penalty 1438.677805 = -176182.292454 nChanged 2 SP:Iteration 32Q (15759.734344 sec): 3 clusters Score: Raw -177622.555087 + Penalty 1438.677805 = -176183.877282 nChanged 5 SP:Iteration 33Q (15759.741240 sec): 3 clusters Score: Raw -177625.608957 + Penalty 1438.677805 = -176186.931152 nChanged 5 SP:Iteration 34Q (15759.748117 sec): 3 clusters Score: Raw -177628.249886 + Penalty 1438.677805 = -176189.572081 nChanged 1 SP:Iteration 35Q (15759.754967 sec): 3 clusters Score: Raw -177628.742327 + Penalty 1438.677805 = -176190.064522 nChanged 2 SP:Iteration 36Q (15759.761831 sec): 3 clusters Score: Raw -177629.669241 + Penalty 1438.677805 = -176190.991436 nChanged 2 SP:Iteration 37Q (15759.768694 sec): 3 clusters Score: Raw -177630.124075 + Penalty 1438.677805 = -176191.446270 nChanged 2 SP:Iteration 38Q (15759.775600 sec): 3 clusters Score: Raw -177631.126580 + Penalty 1438.677805 = -176192.448775 nChanged 3 SP:Iteration 39Q (15759.782465 sec): 3 clusters Score: Raw -177633.278254 + Penalty 1438.677805 = -176194.600448 nChanged 5 SP:Iteration 40F (15759.789637 sec): 3 clusters Score: Raw -177636.075137 + Penalty 1438.677805 = -176197.397332 nChanged 6 SP:Iteration 41Q (15759.796520 sec): 3 clusters Score: Raw -177640.266514 + Penalty 1438.677805 = -176201.588709 nChanged 5 SP:Iteration 42Q (15759.803420 sec): 3 clusters Score: Raw -177642.480548 + Penalty 1438.677805 = -176203.802743 nChanged 1 SP:Iteration 43Q (15759.810222 sec): 3 clusters Score: Raw -177643.052965 + Penalty 1438.677805 = -176204.375160 nChanged 2 SP:Iteration 44Q (15759.817077 sec): 3 clusters Score: Raw -177644.022496 + Penalty 1438.677805 = -176205.344690 nChanged 0 SP:Iteration 45F (15759.824236 sec): 3 clusters Score: Raw -177644.022496 + Penalty 1438.677805 = -176205.344690 nChanged 0 Trying to split cluster 18 (6879 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15759.844149 sec): 2 clusters Score: Raw -644890.890339 + Penalty 839.441714 = -644051.448625 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15759.865592 sec): 3 clusters Score: Raw -640934.016893 + Penalty 1678.883429 = -639255.133464 nChanged 2968 SP:Iteration 1F (15759.886289 sec): 3 clusters Score: Raw -642550.995144 + Penalty 1678.883429 = -640872.111715 nChanged 444 SP:Iteration 2F (15759.907192 sec): 3 clusters Score: Raw -642749.014548 + Penalty 1678.883429 = -641070.131120 nChanged 379 SP:Iteration 3F (15759.927944 sec): 3 clusters Score: Raw -642931.800306 + Penalty 1678.883429 = -641252.916878 nChanged 357 SP:Iteration 4F (15759.948656 sec): 3 clusters Score: Raw -643109.472061 + Penalty 1678.883429 = -641430.588633 nChanged 351 SP:Iteration 5F (15759.969108 sec): 3 clusters Score: Raw -643307.794070 + Penalty 1678.883429 = -641628.910642 nChanged 359 SP:Iteration 6F (15759.989674 sec): 3 clusters Score: Raw -643533.266676 + Penalty 1678.883429 = -641854.383248 nChanged 349 SP:Iteration 7F (15760.010361 sec): 3 clusters Score: Raw -643768.461814 + Penalty 1678.883429 = -642089.578385 nChanged 306 SP:Iteration 8Q (15760.031035 sec): 3 clusters Score: Raw -644004.936748 + Penalty 1678.883429 = -642326.053319 nChanged 266 SP:Iteration 9Q (15760.052001 sec): 3 clusters Score: Raw -644236.187528 + Penalty 1678.883429 = -642557.304100 nChanged 216 SP:Iteration 10Q (15760.072413 sec): 3 clusters Score: Raw -644437.662426 + Penalty 1678.883429 = -642758.778998 nChanged 153 SP:Iteration 11Q (15760.092666 sec): 3 clusters Score: Raw -644571.708540 + Penalty 1678.883429 = -642892.825111 nChanged 105 SP:Iteration 12Q (15760.112634 sec): 3 clusters Score: Raw -644652.646207 + Penalty 1678.883429 = -642973.762778 nChanged 108 SP:Iteration 13Q (15760.132324 sec): 3 clusters Score: Raw -644711.885817 + Penalty 1678.883429 = -643033.002389 nChanged 80 SP:Iteration 14Q (15760.152026 sec): 3 clusters Score: Raw -644752.773456 + Penalty 1678.883429 = -643073.890027 nChanged 59 SP:Iteration 15Q (15760.171699 sec): 3 clusters Score: Raw -644781.012922 + Penalty 1678.883429 = -643102.129493 nChanged 55 SP:Iteration 16Q (15760.191321 sec): 3 clusters Score: Raw -644812.916270 + Penalty 1678.883429 = -643134.032841 nChanged 45 SP:Iteration 17Q (15760.210629 sec): 3 clusters Score: Raw -644834.956397 + Penalty 1678.883429 = -643156.072968 nChanged 45 SP:Iteration 18Q (15760.229888 sec): 3 clusters Score: Raw -644857.978129 + Penalty 1678.883429 = -643179.094700 nChanged 34 SP:Iteration 19Q (15760.249474 sec): 3 clusters Score: Raw -644876.019481 + Penalty 1678.883429 = -643197.136053 nChanged 31 SP:Iteration 20F (15760.270350 sec): 3 clusters Score: Raw -644891.891978 + Penalty 1678.883429 = -643213.008550 nChanged 30 SP:Iteration 21Q (15760.289576 sec): 3 clusters Score: Raw -644906.392132 + Penalty 1678.883429 = -643227.508703 nChanged 26 SP:Iteration 22Q (15760.308683 sec): 3 clusters Score: Raw -644920.539459 + Penalty 1678.883429 = -643241.656031 nChanged 19 SP:Iteration 23Q (15760.327890 sec): 3 clusters Score: Raw -644929.516749 + Penalty 1678.883429 = -643250.633321 nChanged 20 SP:Iteration 24Q (15760.347039 sec): 3 clusters Score: Raw -644940.730990 + Penalty 1678.883429 = -643261.847562 nChanged 17 SP:Iteration 25Q (15760.366264 sec): 3 clusters Score: Raw -644948.727225 + Penalty 1678.883429 = -643269.843796 nChanged 10 SP:Iteration 26Q (15760.385432 sec): 3 clusters Score: Raw -644953.673097 + Penalty 1678.883429 = -643274.789668 nChanged 7 SP:Iteration 27Q (15760.404502 sec): 3 clusters Score: Raw -644956.404500 + Penalty 1678.883429 = -643277.521071 nChanged 7 SP:Iteration 28Q (15760.423803 sec): 3 clusters Score: Raw -644961.368446 + Penalty 1678.883429 = -643282.485017 nChanged 10 SP:Iteration 29Q (15760.442795 sec): 3 clusters Score: Raw -644966.070092 + Penalty 1678.883429 = -643287.186663 nChanged 9 SP:Iteration 30Q (15760.461967 sec): 3 clusters Score: Raw -644971.591656 + Penalty 1678.883429 = -643292.708228 nChanged 7 SP:Iteration 31Q (15760.480925 sec): 3 clusters Score: Raw -644975.279882 + Penalty 1678.883429 = -643296.396453 nChanged 9 SP:Iteration 32Q (15760.500046 sec): 3 clusters Score: Raw -644979.056635 + Penalty 1678.883429 = -643300.173207 nChanged 7 SP:Iteration 33Q (15760.519112 sec): 3 clusters Score: Raw -644981.921433 + Penalty 1678.883429 = -643303.038005 nChanged 7 SP:Iteration 34Q (15760.538320 sec): 3 clusters Score: Raw -644986.610487 + Penalty 1678.883429 = -643307.727058 nChanged 5 SP:Iteration 35Q (15760.557273 sec): 3 clusters Score: Raw -644989.312469 + Penalty 1678.883429 = -643310.429040 nChanged 6 SP:Iteration 36Q (15760.576196 sec): 3 clusters Score: Raw -644992.684034 + Penalty 1678.883429 = -643313.800606 nChanged 5 SP:Iteration 37Q (15760.595117 sec): 3 clusters Score: Raw -644995.947156 + Penalty 1678.883429 = -643317.063727 nChanged 8 SP:Iteration 38Q (15760.614296 sec): 3 clusters Score: Raw -644998.928423 + Penalty 1678.883429 = -643320.044995 nChanged 4 SP:Iteration 39Q (15760.633282 sec): 3 clusters Score: Raw -645000.473617 + Penalty 1678.883429 = -643321.590188 nChanged 3 SP:Iteration 40F (15760.654146 sec): 3 clusters Score: Raw -645001.979378 + Penalty 1678.883429 = -643323.095949 nChanged 7 SP:Iteration 41Q (15760.673289 sec): 3 clusters Score: Raw -645005.103713 + Penalty 1678.883429 = -643326.220284 nChanged 6 SP:Iteration 42Q (15760.692168 sec): 3 clusters Score: Raw -645007.880954 + Penalty 1678.883429 = -643328.997526 nChanged 3 SP:Iteration 43Q (15760.711385 sec): 3 clusters Score: Raw -645008.837232 + Penalty 1678.883429 = -643329.953803 nChanged 2 SP:Iteration 44Q (15760.730542 sec): 3 clusters Score: Raw -645009.729585 + Penalty 1678.883429 = -643330.846156 nChanged 2 SP:Iteration 45Q (15760.749367 sec): 3 clusters Score: Raw -645011.182798 + Penalty 1678.883429 = -643332.299370 nChanged 1 SP:Iteration 46Q (15760.768379 sec): 3 clusters Score: Raw -645011.354523 + Penalty 1678.883429 = -643332.471094 nChanged 0 SP:Iteration 47F (15760.789308 sec): 3 clusters Score: Raw -645011.354523 + Penalty 1678.883429 = -643332.471094 nChanged 0 Trying to split cluster 19 (920 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15760.803855 sec): 2 clusters Score: Raw -81856.320564 + Penalty 648.315499 = -81208.005065 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15760.808066 sec): 3 clusters Score: Raw -81492.188462 + Penalty 1296.630997 = -80195.557465 nChanged 296 SP:Iteration 1F (15760.811878 sec): 3 clusters Score: Raw -81762.486333 + Penalty 1296.630997 = -80465.855336 nChanged 103 SP:Iteration 2F (15760.815679 sec): 3 clusters Score: Raw -81881.400840 + Penalty 1296.630997 = -80584.769843 nChanged 49 SP:Iteration 3F (15760.819539 sec): 3 clusters Score: Raw -81931.220648 + Penalty 1296.630997 = -80634.589650 nChanged 34 SP:Iteration 4Q (15760.823292 sec): 3 clusters Score: Raw -81962.340274 + Penalty 1296.630997 = -80665.709277 nChanged 20 SP:Iteration 5Q (15760.827057 sec): 3 clusters Score: Raw -81978.633929 + Penalty 1296.630997 = -80682.002932 nChanged 7 SP:Iteration 6Q (15760.830827 sec): 3 clusters Score: Raw -81985.270157 + Penalty 1296.630997 = -80688.639160 nChanged 8 SP:Iteration 7Q (15760.834580 sec): 3 clusters Score: Raw -81996.506867 + Penalty 1296.630997 = -80699.875870 nChanged 13 SP:Iteration 8Q (15760.838330 sec): 3 clusters Score: Raw -82006.308024 + Penalty 1296.630997 = -80709.677027 nChanged 9 SP:Iteration 9Q (15760.842042 sec): 3 clusters Score: Raw -82013.406038 + Penalty 1296.630997 = -80716.775041 nChanged 12 SP:Iteration 10Q (15760.845807 sec): 3 clusters Score: Raw -82022.270058 + Penalty 1296.630997 = -80725.639061 nChanged 5 SP:Iteration 11Q (15760.849542 sec): 3 clusters Score: Raw -82025.785314 + Penalty 1296.630997 = -80729.154316 nChanged 3 SP:Iteration 12Q (15760.853315 sec): 3 clusters Score: Raw -82027.358019 + Penalty 1296.630997 = -80730.727022 nChanged 2 SP:Iteration 13Q (15760.857016 sec): 3 clusters Score: Raw -82028.979381 + Penalty 1296.630997 = -80732.348384 nChanged 1 SP:Iteration 14Q (15760.860726 sec): 3 clusters Score: Raw -82029.427093 + Penalty 1296.630997 = -80732.796095 nChanged 1 SP:Iteration 15Q (15760.864452 sec): 3 clusters Score: Raw -82030.131183 + Penalty 1296.630997 = -80733.500186 nChanged 1 SP:Iteration 16Q (15760.868130 sec): 3 clusters Score: Raw -82030.603204 + Penalty 1296.630997 = -80733.972207 nChanged 0 SP:Iteration 17F (15760.871882 sec): 3 clusters Score: Raw -82030.603204 + Penalty 1296.630997 = -80733.972207 nChanged 0 Trying to split cluster 20 (13413 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15760.897220 sec): 2 clusters Score: Raw -1113096.310530 + Penalty 902.878068 = -1112193.432462 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15760.926038 sec): 3 clusters Score: Raw -1105081.781381 + Penalty 1805.756136 = -1103276.025245 nChanged 6109 SP:Iteration 1F (15760.953652 sec): 3 clusters Score: Raw -1108926.049116 + Penalty 1805.756136 = -1107120.292980 nChanged 925 SP:Iteration 2F (15760.981415 sec): 3 clusters Score: Raw -1109654.553060 + Penalty 1805.756136 = -1107848.796924 nChanged 940 SP:Iteration 3F (15761.009042 sec): 3 clusters Score: Raw -1110342.934134 + Penalty 1805.756136 = -1108537.177997 nChanged 873 SP:Iteration 4F (15761.036601 sec): 3 clusters Score: Raw -1110942.125999 + Penalty 1805.756136 = -1109136.369862 nChanged 765 SP:Iteration 5F (15761.064281 sec): 3 clusters Score: Raw -1111369.623257 + Penalty 1805.756136 = -1109563.867121 nChanged 598 SP:Iteration 6Q (15761.091912 sec): 3 clusters Score: Raw -1111640.148555 + Penalty 1805.756136 = -1109834.392419 nChanged 437 SP:Iteration 7Q (15761.119288 sec): 3 clusters Score: Raw -1111800.057274 + Penalty 1805.756136 = -1109994.301138 nChanged 326 SP:Iteration 8Q (15761.146476 sec): 3 clusters Score: Raw -1111898.913691 + Penalty 1805.756136 = -1110093.157555 nChanged 258 SP:Iteration 9Q (15761.173706 sec): 3 clusters Score: Raw -1111965.287653 + Penalty 1805.756136 = -1110159.531516 nChanged 211 SP:Iteration 10Q (15761.201018 sec): 3 clusters Score: Raw -1112014.528138 + Penalty 1805.756136 = -1110208.772002 nChanged 174 SP:Iteration 11Q (15761.228271 sec): 3 clusters Score: Raw -1112056.141693 + Penalty 1805.756136 = -1110250.385556 nChanged 173 SP:Iteration 12Q (15761.255331 sec): 3 clusters Score: Raw -1112096.284423 + Penalty 1805.756136 = -1110290.528287 nChanged 169 SP:Iteration 13Q (15761.282267 sec): 3 clusters Score: Raw -1112138.132481 + Penalty 1805.756136 = -1110332.376345 nChanged 168 SP:Iteration 14Q (15761.309123 sec): 3 clusters Score: Raw -1112181.227279 + Penalty 1805.756136 = -1110375.471143 nChanged 176 SP:Iteration 15Q (15761.336260 sec): 3 clusters Score: Raw -1112230.344467 + Penalty 1805.756136 = -1110424.588330 nChanged 185 SP:Iteration 16Q (15761.363117 sec): 3 clusters Score: Raw -1112284.767499 + Penalty 1805.756136 = -1110479.011363 nChanged 195 SP:Iteration 17Q (15761.389892 sec): 3 clusters Score: Raw -1112338.704984 + Penalty 1805.756136 = -1110532.948847 nChanged 189 SP:Iteration 18Q (15761.416598 sec): 3 clusters Score: Raw -1112391.660959 + Penalty 1805.756136 = -1110585.904823 nChanged 206 SP:Iteration 19Q (15761.443142 sec): 3 clusters Score: Raw -1112456.280840 + Penalty 1805.756136 = -1110650.524703 nChanged 193 SP:Iteration 20F (15761.470996 sec): 3 clusters Score: Raw -1112518.436434 + Penalty 1805.756136 = -1110712.680298 nChanged 198 SP:Iteration 21Q (15761.497444 sec): 3 clusters Score: Raw -1112590.224284 + Penalty 1805.756136 = -1110784.468148 nChanged 204 SP:Iteration 22Q (15761.523808 sec): 3 clusters Score: Raw -1112667.941102 + Penalty 1805.756136 = -1110862.184966 nChanged 226 SP:Iteration 23Q (15761.550124 sec): 3 clusters Score: Raw -1112759.433798 + Penalty 1805.756136 = -1110953.677661 nChanged 193 SP:Iteration 24Q (15761.576324 sec): 3 clusters Score: Raw -1112848.829901 + Penalty 1805.756136 = -1111043.073765 nChanged 205 SP:Iteration 25Q (15761.602455 sec): 3 clusters Score: Raw -1112946.669754 + Penalty 1805.756136 = -1111140.913618 nChanged 200 SP:Iteration 26Q (15761.628519 sec): 3 clusters Score: Raw -1113047.106340 + Penalty 1805.756136 = -1111241.350203 nChanged 185 SP:Iteration 27Q (15761.654412 sec): 3 clusters Score: Raw -1113130.227132 + Penalty 1805.756136 = -1111324.470996 nChanged 158 SP:Iteration 28Q (15761.680314 sec): 3 clusters Score: Raw -1113196.097287 + Penalty 1805.756136 = -1111390.341151 nChanged 135 SP:Iteration 29Q (15761.706000 sec): 3 clusters Score: Raw -1113247.816008 + Penalty 1805.756136 = -1111442.059871 nChanged 119 SP:Iteration 30Q (15761.731761 sec): 3 clusters Score: Raw -1113290.569921 + Penalty 1805.756136 = -1111484.813785 nChanged 96 SP:Iteration 31Q (15761.757407 sec): 3 clusters Score: Raw -1113324.830110 + Penalty 1805.756136 = -1111519.073974 nChanged 108 SP:Iteration 32Q (15761.783086 sec): 3 clusters Score: Raw -1113372.125081 + Penalty 1805.756136 = -1111566.368944 nChanged 117 SP:Iteration 33Q (15761.808639 sec): 3 clusters Score: Raw -1113420.514317 + Penalty 1805.756136 = -1111614.758180 nChanged 95 SP:Iteration 34Q (15761.834012 sec): 3 clusters Score: Raw -1113460.329093 + Penalty 1805.756136 = -1111654.572957 nChanged 84 SP:Iteration 35Q (15761.859268 sec): 3 clusters Score: Raw -1113494.440906 + Penalty 1805.756136 = -1111688.684770 nChanged 72 SP:Iteration 36Q (15761.884609 sec): 3 clusters Score: Raw -1113522.278661 + Penalty 1805.756136 = -1111716.522524 nChanged 60 SP:Iteration 37Q (15761.909990 sec): 3 clusters Score: Raw -1113543.574703 + Penalty 1805.756136 = -1111737.818567 nChanged 40 SP:Iteration 38Q (15761.935359 sec): 3 clusters Score: Raw -1113555.393112 + Penalty 1805.756136 = -1111749.636975 nChanged 33 SP:Iteration 39Q (15761.960700 sec): 3 clusters Score: Raw -1113563.666740 + Penalty 1805.756136 = -1111757.910603 nChanged 28 SP:Iteration 40F (15761.988331 sec): 3 clusters Score: Raw -1113571.143367 + Penalty 1805.756136 = -1111765.387231 nChanged 26 SP:Iteration 41Q (15762.013541 sec): 3 clusters Score: Raw -1113578.844575 + Penalty 1805.756136 = -1111773.088439 nChanged 24 SP:Iteration 42Q (15762.038698 sec): 3 clusters Score: Raw -1113585.409694 + Penalty 1805.756136 = -1111779.653557 nChanged 25 SP:Iteration 43Q (15762.063974 sec): 3 clusters Score: Raw -1113591.756495 + Penalty 1805.756136 = -1111786.000359 nChanged 16 SP:Iteration 44Q (15762.089141 sec): 3 clusters Score: Raw -1113596.158944 + Penalty 1805.756136 = -1111790.402808 nChanged 11 SP:Iteration 45Q (15762.114406 sec): 3 clusters Score: Raw -1113599.761842 + Penalty 1805.756136 = -1111794.005706 nChanged 14 SP:Iteration 46Q (15762.139523 sec): 3 clusters Score: Raw -1113605.323030 + Penalty 1805.756136 = -1111799.566894 nChanged 17 SP:Iteration 47Q (15762.164816 sec): 3 clusters Score: Raw -1113609.553544 + Penalty 1805.756136 = -1111803.797408 nChanged 13 SP:Iteration 48Q (15762.189852 sec): 3 clusters Score: Raw -1113613.187225 + Penalty 1805.756136 = -1111807.431088 nChanged 7 SP:Iteration 49Q (15762.215047 sec): 3 clusters Score: Raw -1113615.616982 + Penalty 1805.756136 = -1111809.860845 nChanged 12 SP:Iteration 50Q (15762.240396 sec): 3 clusters Score: Raw -1113619.663819 + Penalty 1805.756136 = -1111813.907683 nChanged 9 SP:Iteration 51Q (15762.265396 sec): 3 clusters Score: Raw -1113622.736825 + Penalty 1805.756136 = -1111816.980688 nChanged 7 SP:Iteration 52Q (15762.290454 sec): 3 clusters Score: Raw -1113624.596349 + Penalty 1805.756136 = -1111818.840213 nChanged 8 SP:Iteration 53Q (15762.315655 sec): 3 clusters Score: Raw -1113626.382736 + Penalty 1805.756136 = -1111820.626599 nChanged 8 SP:Iteration 54Q (15762.340688 sec): 3 clusters Score: Raw -1113628.355716 + Penalty 1805.756136 = -1111822.599579 nChanged 10 SP:Iteration 55Q (15762.365947 sec): 3 clusters Score: Raw -1113630.971347 + Penalty 1805.756136 = -1111825.215211 nChanged 7 SP:Iteration 56Q (15762.390850 sec): 3 clusters Score: Raw -1113632.209848 + Penalty 1805.756136 = -1111826.453712 nChanged 10 SP:Iteration 57Q (15762.415827 sec): 3 clusters Score: Raw -1113634.120059 + Penalty 1805.756136 = -1111828.363923 nChanged 7 SP:Iteration 58Q (15762.440809 sec): 3 clusters Score: Raw -1113635.825687 + Penalty 1805.756136 = -1111830.069551 nChanged 8 SP:Iteration 59Q (15762.465958 sec): 3 clusters Score: Raw -1113638.708373 + Penalty 1805.756136 = -1111832.952236 nChanged 7 SP:Iteration 60F (15762.493630 sec): 3 clusters Score: Raw -1113640.358602 + Penalty 1805.756136 = -1111834.602466 nChanged 5 SP:Iteration 61Q (15762.518730 sec): 3 clusters Score: Raw -1113643.740397 + Penalty 1805.756136 = -1111837.984260 nChanged 8 SP:Iteration 62Q (15762.543814 sec): 3 clusters Score: Raw -1113646.164065 + Penalty 1805.756136 = -1111840.407928 nChanged 10 SP:Iteration 63Q (15762.568925 sec): 3 clusters Score: Raw -1113649.600998 + Penalty 1805.756136 = -1111843.844861 nChanged 10 SP:Iteration 64Q (15762.593956 sec): 3 clusters Score: Raw -1113651.951914 + Penalty 1805.756136 = -1111846.195777 nChanged 5 SP:Iteration 65Q (15762.618953 sec): 3 clusters Score: Raw -1113653.617855 + Penalty 1805.756136 = -1111847.861718 nChanged 5 SP:Iteration 66Q (15762.643926 sec): 3 clusters Score: Raw -1113655.112491 + Penalty 1805.756136 = -1111849.356355 nChanged 6 SP:Iteration 67Q (15762.669059 sec): 3 clusters Score: Raw -1113656.964233 + Penalty 1805.756136 = -1111851.208097 nChanged 6 SP:Iteration 68Q (15762.694252 sec): 3 clusters Score: Raw -1113661.567700 + Penalty 1805.756136 = -1111855.811564 nChanged 13 SP:Iteration 69Q (15762.719333 sec): 3 clusters Score: Raw -1113668.458320 + Penalty 1805.756136 = -1111862.702183 nChanged 13 SP:Iteration 70Q (15762.744416 sec): 3 clusters Score: Raw -1113673.317959 + Penalty 1805.756136 = -1111867.561823 nChanged 12 SP:Iteration 71Q (15762.769478 sec): 3 clusters Score: Raw -1113685.492709 + Penalty 1805.756136 = -1111879.736572 nChanged 18 SP:Iteration 72Q (15762.794479 sec): 3 clusters Score: Raw -1113692.620933 + Penalty 1805.756136 = -1111886.864797 nChanged 11 SP:Iteration 73Q (15762.819618 sec): 3 clusters Score: Raw -1113697.006219 + Penalty 1805.756136 = -1111891.250082 nChanged 12 SP:Iteration 74Q (15762.844584 sec): 3 clusters Score: Raw -1113701.275074 + Penalty 1805.756136 = -1111895.518937 nChanged 13 SP:Iteration 75Q (15762.869619 sec): 3 clusters Score: Raw -1113705.442435 + Penalty 1805.756136 = -1111899.686299 nChanged 12 SP:Iteration 76Q (15762.894670 sec): 3 clusters Score: Raw -1113708.483226 + Penalty 1805.756136 = -1111902.727090 nChanged 15 SP:Iteration 77Q (15762.919878 sec): 3 clusters Score: Raw -1113714.748751 + Penalty 1805.756136 = -1111908.992615 nChanged 10 SP:Iteration 78Q (15762.944893 sec): 3 clusters Score: Raw -1113716.945824 + Penalty 1805.756136 = -1111911.189687 nChanged 10 SP:Iteration 79Q (15762.969790 sec): 3 clusters Score: Raw -1113718.858136 + Penalty 1805.756136 = -1111913.102000 nChanged 7 SP:Iteration 80F (15762.997299 sec): 3 clusters Score: Raw -1113722.858576 + Penalty 1805.756136 = -1111917.102440 nChanged 12 SP:Iteration 81Q (15763.022419 sec): 3 clusters Score: Raw -1113727.752337 + Penalty 1805.756136 = -1111921.996200 nChanged 13 SP:Iteration 82Q (15763.047518 sec): 3 clusters Score: Raw -1113736.294108 + Penalty 1805.756136 = -1111930.537972 nChanged 17 SP:Iteration 83Q (15763.072514 sec): 3 clusters Score: Raw -1113746.076804 + Penalty 1805.756136 = -1111940.320668 nChanged 18 SP:Iteration 84Q (15763.097546 sec): 3 clusters Score: Raw -1113752.923630 + Penalty 1805.756136 = -1111947.167494 nChanged 17 SP:Iteration 85Q (15763.122631 sec): 3 clusters Score: Raw -1113763.828584 + Penalty 1805.756136 = -1111958.072448 nChanged 27 SP:Iteration 86Q (15763.147709 sec): 3 clusters Score: Raw -1113786.691480 + Penalty 1805.756136 = -1111980.935343 nChanged 30 SP:Iteration 87Q (15763.172730 sec): 3 clusters Score: Raw -1113812.050649 + Penalty 1805.756136 = -1112006.294512 nChanged 39 SP:Iteration 88Q (15763.197651 sec): 3 clusters Score: Raw -1113826.329746 + Penalty 1805.756136 = -1112020.573610 nChanged 26 SP:Iteration 89Q (15763.222743 sec): 3 clusters Score: Raw -1113839.025104 + Penalty 1805.756136 = -1112033.268968 nChanged 26 SP:Iteration 90Q (15763.247835 sec): 3 clusters Score: Raw -1113856.815940 + Penalty 1805.756136 = -1112051.059803 nChanged 33 SP:Iteration 91Q (15763.272798 sec): 3 clusters Score: Raw -1113876.101283 + Penalty 1805.756136 = -1112070.345147 nChanged 31 SP:Iteration 92Q (15763.297867 sec): 3 clusters Score: Raw -1113887.404024 + Penalty 1805.756136 = -1112081.647888 nChanged 24 SP:Iteration 93Q (15763.323005 sec): 3 clusters Score: Raw -1113893.680901 + Penalty 1805.756136 = -1112087.924765 nChanged 11 SP:Iteration 94Q (15763.347945 sec): 3 clusters Score: Raw -1113895.850723 + Penalty 1805.756136 = -1112090.094586 nChanged 11 SP:Iteration 95Q (15763.372876 sec): 3 clusters Score: Raw -1113898.370136 + Penalty 1805.756136 = -1112092.614000 nChanged 12 SP:Iteration 96Q (15763.397767 sec): 3 clusters Score: Raw -1113900.688259 + Penalty 1805.756136 = -1112094.932122 nChanged 9 SP:Iteration 97Q (15763.422894 sec): 3 clusters Score: Raw -1113903.417885 + Penalty 1805.756136 = -1112097.661748 nChanged 9 SP:Iteration 98Q (15763.447803 sec): 3 clusters Score: Raw -1113905.597940 + Penalty 1805.756136 = -1112099.841804 nChanged 11 SP:Iteration 99Q (15763.472916 sec): 3 clusters Score: Raw -1113908.205822 + Penalty 1805.756136 = -1112102.449685 nChanged 12 SP:Iteration 100F (15763.500446 sec): 3 clusters Score: Raw -1113952.960487 + Penalty 1805.756136 = -1112147.204350 nChanged 35 SP:Iteration 101Q (15763.525465 sec): 3 clusters Score: Raw -1114010.623599 + Penalty 1805.756136 = -1112204.867463 nChanged 60 SP:Iteration 102Q (15763.550519 sec): 3 clusters Score: Raw -1114070.315760 + Penalty 1805.756136 = -1112264.559623 nChanged 56 SP:Iteration 103Q (15763.575573 sec): 3 clusters Score: Raw -1114104.922069 + Penalty 1805.756136 = -1112299.165932 nChanged 45 SP:Iteration 104Q (15763.600831 sec): 3 clusters Score: Raw -1114119.463734 + Penalty 1805.756136 = -1112313.707598 nChanged 35 SP:Iteration 105Q (15763.625986 sec): 3 clusters Score: Raw -1114133.590780 + Penalty 1805.756136 = -1112327.834644 nChanged 36 SP:Iteration 106Q (15763.651226 sec): 3 clusters Score: Raw -1114145.598999 + Penalty 1805.756136 = -1112339.842863 nChanged 31 SP:Iteration 107Q (15763.676266 sec): 3 clusters Score: Raw -1114158.809665 + Penalty 1805.756136 = -1112353.053529 nChanged 25 SP:Iteration 108Q (15763.701265 sec): 3 clusters Score: Raw -1114166.208924 + Penalty 1805.756136 = -1112360.452788 nChanged 19 SP:Iteration 109Q (15763.726311 sec): 3 clusters Score: Raw -1114169.852838 + Penalty 1805.756136 = -1112364.096701 nChanged 20 SP:Iteration 110Q (15763.751422 sec): 3 clusters Score: Raw -1114174.863646 + Penalty 1805.756136 = -1112369.107510 nChanged 18 SP:Iteration 111Q (15763.776570 sec): 3 clusters Score: Raw -1114178.845793 + Penalty 1805.756136 = -1112373.089657 nChanged 12 SP:Iteration 112Q (15763.801664 sec): 3 clusters Score: Raw -1114180.641889 + Penalty 1805.756136 = -1112374.885752 nChanged 13 SP:Iteration 113Q (15763.826775 sec): 3 clusters Score: Raw -1114182.413286 + Penalty 1805.756136 = -1112376.657149 nChanged 9 SP:Iteration 114Q (15763.851921 sec): 3 clusters Score: Raw -1114183.324777 + Penalty 1805.756136 = -1112377.568640 nChanged 8 SP:Iteration 115Q (15763.876945 sec): 3 clusters Score: Raw -1114184.354894 + Penalty 1805.756136 = -1112378.598757 nChanged 6 SP:Iteration 116Q (15763.901936 sec): 3 clusters Score: Raw -1114184.992661 + Penalty 1805.756136 = -1112379.236525 nChanged 5 SP:Iteration 117Q (15763.926907 sec): 3 clusters Score: Raw -1114185.381343 + Penalty 1805.756136 = -1112379.625207 nChanged 2 SP:Iteration 118Q (15763.951933 sec): 3 clusters Score: Raw -1114185.535447 + Penalty 1805.756136 = -1112379.779310 nChanged 0 SP:Iteration 119F (15763.979553 sec): 3 clusters Score: Raw -1114204.983921 + Penalty 1805.756136 = -1112399.227785 nChanged 8 SP:Iteration 120F (15764.007243 sec): 3 clusters Score: Raw -1114213.212942 + Penalty 1805.756136 = -1112407.456805 nChanged 25 SP:Iteration 121Q (15764.032556 sec): 3 clusters Score: Raw -1114223.433327 + Penalty 1805.756136 = -1112417.677191 nChanged 31 SP:Iteration 122Q (15764.057823 sec): 3 clusters Score: Raw -1114235.982407 + Penalty 1805.756136 = -1112430.226271 nChanged 36 SP:Iteration 123Q (15764.083160 sec): 3 clusters Score: Raw -1114251.652087 + Penalty 1805.756136 = -1112445.895950 nChanged 36 SP:Iteration 124Q (15764.108362 sec): 3 clusters Score: Raw -1114262.316120 + Penalty 1805.756136 = -1112456.559984 nChanged 29 SP:Iteration 125Q (15764.133741 sec): 3 clusters Score: Raw -1114268.724635 + Penalty 1805.756136 = -1112462.968499 nChanged 22 SP:Iteration 126Q (15764.159158 sec): 3 clusters Score: Raw -1114274.426527 + Penalty 1805.756136 = -1112468.670391 nChanged 21 SP:Iteration 127Q (15764.184494 sec): 3 clusters Score: Raw -1114279.758120 + Penalty 1805.756136 = -1112474.001984 nChanged 24 SP:Iteration 128Q (15764.209762 sec): 3 clusters Score: Raw -1114284.213252 + Penalty 1805.756136 = -1112478.457116 nChanged 18 SP:Iteration 129Q (15764.235072 sec): 3 clusters Score: Raw -1114287.200239 + Penalty 1805.756136 = -1112481.444103 nChanged 13 SP:Iteration 130Q (15764.260220 sec): 3 clusters Score: Raw -1114289.162309 + Penalty 1805.756136 = -1112483.406172 nChanged 9 SP:Iteration 131Q (15764.285481 sec): 3 clusters Score: Raw -1114290.538225 + Penalty 1805.756136 = -1112484.782088 nChanged 9 SP:Iteration 132Q (15764.310881 sec): 3 clusters Score: Raw -1114292.079244 + Penalty 1805.756136 = -1112486.323108 nChanged 11 SP:Iteration 133Q (15764.336310 sec): 3 clusters Score: Raw -1114293.936968 + Penalty 1805.756136 = -1112488.180832 nChanged 11 SP:Iteration 134Q (15764.361594 sec): 3 clusters Score: Raw -1114296.605766 + Penalty 1805.756136 = -1112490.849630 nChanged 13 SP:Iteration 135Q (15764.386871 sec): 3 clusters Score: Raw -1114299.288092 + Penalty 1805.756136 = -1112493.531955 nChanged 10 SP:Iteration 136Q (15764.412052 sec): 3 clusters Score: Raw -1114300.807738 + Penalty 1805.756136 = -1112495.051602 nChanged 7 SP:Iteration 137Q (15764.437361 sec): 3 clusters Score: Raw -1114301.586173 + Penalty 1805.756136 = -1112495.830036 nChanged 4 SP:Iteration 138Q (15764.462742 sec): 3 clusters Score: Raw -1114301.838119 + Penalty 1805.756136 = -1112496.081983 nChanged 1 SP:Iteration 139Q (15764.487913 sec): 3 clusters Score: Raw -1114301.945083 + Penalty 1805.756136 = -1112496.188947 nChanged 1 SP:Iteration 140F (15764.515581 sec): 3 clusters Score: Raw -1114301.992121 + Penalty 1805.756136 = -1112496.235985 nChanged 1 SP:Iteration 141Q (15764.540979 sec): 3 clusters Score: Raw -1114302.106174 + Penalty 1805.756136 = -1112496.350037 nChanged 0 SP:Iteration 142F (15764.568557 sec): 3 clusters Score: Raw -1114302.106174 + Penalty 1805.756136 = -1112496.350037 nChanged 0 Score: Raw -89560071.950951 + Penalty 51115.904099 = -89508956.046852 Splitting cluster 20 changes total score from -89509060.908182 to -89508956.046852 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15782.880194 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15782.887661 sec): 3 clusters Score: Raw -174596.820590 + Penalty 1425.100602 = -173171.719988 nChanged 693 SP:Iteration 1F (15782.894449 sec): 3 clusters Score: Raw -175006.654697 + Penalty 1425.100602 = -173581.554095 nChanged 125 SP:Iteration 2F (15782.901234 sec): 3 clusters Score: Raw -175077.567940 + Penalty 1425.100602 = -173652.467338 nChanged 83 SP:Iteration 3Q (15782.908035 sec): 3 clusters Score: Raw -175121.574901 + Penalty 1425.100602 = -173696.474299 nChanged 59 SP:Iteration 4Q (15782.914761 sec): 3 clusters Score: Raw -175156.744268 + Penalty 1425.100602 = -173731.643666 nChanged 57 SP:Iteration 5Q (15782.921577 sec): 3 clusters Score: Raw -175186.995408 + Penalty 1425.100602 = -173761.894806 nChanged 42 SP:Iteration 6Q (15782.928313 sec): 3 clusters Score: Raw -175210.050293 + Penalty 1425.100602 = -173784.949691 nChanged 40 SP:Iteration 7Q (15782.935082 sec): 3 clusters Score: Raw -175229.047091 + Penalty 1425.100602 = -173803.946489 nChanged 37 SP:Iteration 8Q (15782.941784 sec): 3 clusters Score: Raw -175246.259914 + Penalty 1425.100602 = -173821.159311 nChanged 31 SP:Iteration 9Q (15782.948556 sec): 3 clusters Score: Raw -175258.625021 + Penalty 1425.100602 = -173833.524418 nChanged 29 SP:Iteration 10Q (15782.955381 sec): 3 clusters Score: Raw -175273.943964 + Penalty 1425.100602 = -173848.843362 nChanged 34 SP:Iteration 11Q (15782.962144 sec): 3 clusters Score: Raw -175293.922119 + Penalty 1425.100602 = -173868.821517 nChanged 36 SP:Iteration 12Q (15782.968898 sec): 3 clusters Score: Raw -175312.611031 + Penalty 1425.100602 = -173887.510429 nChanged 31 SP:Iteration 13Q (15782.975577 sec): 3 clusters Score: Raw -175330.319200 + Penalty 1425.100602 = -173905.218597 nChanged 30 SP:Iteration 14Q (15782.982330 sec): 3 clusters Score: Raw -175348.939913 + Penalty 1425.100602 = -173923.839311 nChanged 34 SP:Iteration 15Q (15782.989218 sec): 3 clusters Score: Raw -175370.161582 + Penalty 1425.100602 = -173945.060980 nChanged 33 SP:Iteration 16Q (15782.995954 sec): 3 clusters Score: Raw -175387.513745 + Penalty 1425.100602 = -173962.413142 nChanged 28 SP:Iteration 17Q (15783.002672 sec): 3 clusters Score: Raw -175400.235380 + Penalty 1425.100602 = -173975.134778 nChanged 32 SP:Iteration 18Q (15783.009396 sec): 3 clusters Score: Raw -175415.661887 + Penalty 1425.100602 = -173990.561285 nChanged 22 SP:Iteration 19Q (15783.016139 sec): 3 clusters Score: Raw -175425.256351 + Penalty 1425.100602 = -174000.155748 nChanged 18 SP:Iteration 20F (15783.022821 sec): 3 clusters Score: Raw -175434.590255 + Penalty 1425.100602 = -174009.489652 nChanged 16 SP:Iteration 21Q (15783.029481 sec): 3 clusters Score: Raw -175441.196331 + Penalty 1425.100602 = -174016.095729 nChanged 15 SP:Iteration 22Q (15783.036206 sec): 3 clusters Score: Raw -175446.134184 + Penalty 1425.100602 = -174021.033582 nChanged 13 SP:Iteration 23Q (15783.042859 sec): 3 clusters Score: Raw -175452.411629 + Penalty 1425.100602 = -174027.311026 nChanged 13 SP:Iteration 24Q (15783.049553 sec): 3 clusters Score: Raw -175459.305249 + Penalty 1425.100602 = -174034.204647 nChanged 14 SP:Iteration 25Q (15783.056294 sec): 3 clusters Score: Raw -175467.108762 + Penalty 1425.100602 = -174042.008160 nChanged 13 SP:Iteration 26Q (15783.063006 sec): 3 clusters Score: Raw -175472.667736 + Penalty 1425.100602 = -174047.567134 nChanged 16 SP:Iteration 27Q (15783.069720 sec): 3 clusters Score: Raw -175478.527685 + Penalty 1425.100602 = -174053.427083 nChanged 15 SP:Iteration 28Q (15783.076357 sec): 3 clusters Score: Raw -175484.768341 + Penalty 1425.100602 = -174059.667739 nChanged 9 SP:Iteration 29Q (15783.083097 sec): 3 clusters Score: Raw -175491.045068 + Penalty 1425.100602 = -174065.944466 nChanged 9 SP:Iteration 30Q (15783.089810 sec): 3 clusters Score: Raw -175495.786293 + Penalty 1425.100602 = -174070.685690 nChanged 8 SP:Iteration 31Q (15783.096504 sec): 3 clusters Score: Raw -175497.944659 + Penalty 1425.100602 = -174072.844057 nChanged 7 SP:Iteration 32Q (15783.103190 sec): 3 clusters Score: Raw -175500.951875 + Penalty 1425.100602 = -174075.851273 nChanged 6 SP:Iteration 33Q (15783.109871 sec): 3 clusters Score: Raw -175503.359086 + Penalty 1425.100602 = -174078.258484 nChanged 5 SP:Iteration 34Q (15783.116621 sec): 3 clusters Score: Raw -175505.485733 + Penalty 1425.100602 = -174080.385131 nChanged 6 SP:Iteration 35Q (15783.123306 sec): 3 clusters Score: Raw -175506.934900 + Penalty 1425.100602 = -174081.834297 nChanged 3 SP:Iteration 36Q (15783.129976 sec): 3 clusters Score: Raw -175508.424828 + Penalty 1425.100602 = -174083.324226 nChanged 4 SP:Iteration 37Q (15783.136654 sec): 3 clusters Score: Raw -175509.685719 + Penalty 1425.100602 = -174084.585116 nChanged 4 SP:Iteration 38Q (15783.143293 sec): 3 clusters Score: Raw -175510.584067 + Penalty 1425.100602 = -174085.483465 nChanged 3 SP:Iteration 39Q (15783.149977 sec): 3 clusters Score: Raw -175512.021788 + Penalty 1425.100602 = -174086.921186 nChanged 6 SP:Iteration 40F (15783.156652 sec): 3 clusters Score: Raw -175514.189830 + Penalty 1425.100602 = -174089.089228 nChanged 6 SP:Iteration 41Q (15783.163280 sec): 3 clusters Score: Raw -175515.650189 + Penalty 1425.100602 = -174090.549587 nChanged 4 SP:Iteration 42Q (15783.169908 sec): 3 clusters Score: Raw -175516.453570 + Penalty 1425.100602 = -174091.352968 nChanged 5 SP:Iteration 43Q (15783.176554 sec): 3 clusters Score: Raw -175518.037363 + Penalty 1425.100602 = -174092.936761 nChanged 2 SP:Iteration 44Q (15783.183170 sec): 3 clusters Score: Raw -175518.569165 + Penalty 1425.100602 = -174093.468563 nChanged 1 SP:Iteration 45Q (15783.189837 sec): 3 clusters Score: Raw -175518.974525 + Penalty 1425.100602 = -174093.873923 nChanged 2 SP:Iteration 46Q (15783.200187 sec): 3 clusters Score: Raw -175519.334257 + Penalty 1425.100602 = -174094.233654 nChanged 0 SP:Iteration 47F (15783.207055 sec): 3 clusters Score: Raw -175519.334257 + Penalty 1425.100602 = -174094.233654 nChanged 0 Trying to split cluster 22 (6431 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15783.226455 sec): 2 clusters Score: Raw -615263.410165 + Penalty 833.044106 = -614430.366059 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15783.247462 sec): 3 clusters Score: Raw -611585.734023 + Penalty 1666.088212 = -609919.645811 nChanged 2740 SP:Iteration 1F (15783.267681 sec): 3 clusters Score: Raw -613142.036007 + Penalty 1666.088212 = -611475.947795 nChanged 474 SP:Iteration 2F (15783.288177 sec): 3 clusters Score: Raw -613475.774892 + Penalty 1666.088212 = -611809.686680 nChanged 485 SP:Iteration 3F (15783.308497 sec): 3 clusters Score: Raw -613875.943171 + Penalty 1666.088212 = -612209.854959 nChanged 494 SP:Iteration 4F (15783.329053 sec): 3 clusters Score: Raw -614319.831778 + Penalty 1666.088212 = -612653.743566 nChanged 432 SP:Iteration 5F (15783.349346 sec): 3 clusters Score: Raw -614655.079561 + Penalty 1666.088212 = -612988.991349 nChanged 341 SP:Iteration 6F (15783.369549 sec): 3 clusters Score: Raw -614882.077312 + Penalty 1666.088212 = -613215.989100 nChanged 252 SP:Iteration 7Q (15783.389508 sec): 3 clusters Score: Raw -615021.390604 + Penalty 1666.088212 = -613355.302392 nChanged 186 SP:Iteration 8Q (15783.409438 sec): 3 clusters Score: Raw -615114.406825 + Penalty 1666.088212 = -613448.318613 nChanged 120 SP:Iteration 9Q (15783.429281 sec): 3 clusters Score: Raw -615169.851571 + Penalty 1666.088212 = -613503.763359 nChanged 104 SP:Iteration 10Q (15783.449364 sec): 3 clusters Score: Raw -615218.844517 + Penalty 1666.088212 = -613552.756305 nChanged 87 SP:Iteration 11Q (15783.468910 sec): 3 clusters Score: Raw -615265.330705 + Penalty 1666.088212 = -613599.242493 nChanged 79 SP:Iteration 12Q (15783.488616 sec): 3 clusters Score: Raw -615308.118320 + Penalty 1666.088212 = -613642.030108 nChanged 75 SP:Iteration 13Q (15783.508807 sec): 3 clusters Score: Raw -615347.760505 + Penalty 1666.088212 = -613681.672293 nChanged 81 SP:Iteration 14Q (15783.528394 sec): 3 clusters Score: Raw -615387.249936 + Penalty 1666.088212 = -613721.161724 nChanged 65 SP:Iteration 15Q (15783.548137 sec): 3 clusters Score: Raw -615417.028886 + Penalty 1666.088212 = -613750.940674 nChanged 57 SP:Iteration 16Q (15783.567826 sec): 3 clusters Score: Raw -615441.666171 + Penalty 1666.088212 = -613775.577959 nChanged 53 SP:Iteration 17Q (15783.587267 sec): 3 clusters Score: Raw -615465.072473 + Penalty 1666.088212 = -613798.984261 nChanged 43 SP:Iteration 18Q (15783.606887 sec): 3 clusters Score: Raw -615483.422542 + Penalty 1666.088212 = -613817.334330 nChanged 39 SP:Iteration 19Q (15783.626145 sec): 3 clusters Score: Raw -615497.035120 + Penalty 1666.088212 = -613830.946908 nChanged 37 SP:Iteration 20F (15783.646230 sec): 3 clusters Score: Raw -615510.981391 + Penalty 1666.088212 = -613844.893179 nChanged 34 SP:Iteration 21Q (15783.665354 sec): 3 clusters Score: Raw -615522.930696 + Penalty 1666.088212 = -613856.842484 nChanged 32 SP:Iteration 22Q (15783.685015 sec): 3 clusters Score: Raw -615536.621825 + Penalty 1666.088212 = -613870.533614 nChanged 24 SP:Iteration 23Q (15783.704283 sec): 3 clusters Score: Raw -615543.108660 + Penalty 1666.088212 = -613877.020448 nChanged 24 SP:Iteration 24Q (15783.723735 sec): 3 clusters Score: Raw -615551.384446 + Penalty 1666.088212 = -613885.296235 nChanged 25 SP:Iteration 25Q (15783.743166 sec): 3 clusters Score: Raw -615559.382660 + Penalty 1666.088212 = -613893.294448 nChanged 21 SP:Iteration 26Q (15783.762565 sec): 3 clusters Score: Raw -615566.152177 + Penalty 1666.088212 = -613900.063965 nChanged 23 SP:Iteration 27Q (15783.781943 sec): 3 clusters Score: Raw -615572.443759 + Penalty 1666.088212 = -613906.355547 nChanged 20 SP:Iteration 28Q (15783.801028 sec): 3 clusters Score: Raw -615577.527789 + Penalty 1666.088212 = -613911.439577 nChanged 19 SP:Iteration 29Q (15783.820048 sec): 3 clusters Score: Raw -615582.214729 + Penalty 1666.088212 = -613916.126517 nChanged 24 SP:Iteration 30Q (15783.839528 sec): 3 clusters Score: Raw -615590.812166 + Penalty 1666.088212 = -613924.723954 nChanged 28 SP:Iteration 31Q (15783.859041 sec): 3 clusters Score: Raw -615600.336903 + Penalty 1666.088212 = -613934.248691 nChanged 27 SP:Iteration 32Q (15783.878411 sec): 3 clusters Score: Raw -615609.223347 + Penalty 1666.088212 = -613943.135135 nChanged 23 SP:Iteration 33Q (15783.897473 sec): 3 clusters Score: Raw -615615.623378 + Penalty 1666.088212 = -613949.535166 nChanged 12 SP:Iteration 34Q (15783.916422 sec): 3 clusters Score: Raw -615619.248951 + Penalty 1666.088212 = -613953.160739 nChanged 11 SP:Iteration 35Q (15783.935502 sec): 3 clusters Score: Raw -615621.655017 + Penalty 1666.088212 = -613955.566805 nChanged 7 SP:Iteration 36Q (15783.954729 sec): 3 clusters Score: Raw -615622.751053 + Penalty 1666.088212 = -613956.662841 nChanged 4 SP:Iteration 37Q (15783.973774 sec): 3 clusters Score: Raw -615623.418418 + Penalty 1666.088212 = -613957.330206 nChanged 6 SP:Iteration 38Q (15783.992766 sec): 3 clusters Score: Raw -615625.657345 + Penalty 1666.088212 = -613959.569133 nChanged 6 SP:Iteration 39Q (15784.011909 sec): 3 clusters Score: Raw -615627.409336 + Penalty 1666.088212 = -613961.321124 nChanged 4 SP:Iteration 40F (15784.032084 sec): 3 clusters Score: Raw -615628.119794 + Penalty 1666.088212 = -613962.031582 nChanged 3 SP:Iteration 41Q (15784.051046 sec): 3 clusters Score: Raw -615628.467886 + Penalty 1666.088212 = -613962.379674 nChanged 3 SP:Iteration 42Q (15784.070250 sec): 3 clusters Score: Raw -615628.861357 + Penalty 1666.088212 = -613962.773145 nChanged 3 SP:Iteration 43Q (15784.089214 sec): 3 clusters Score: Raw -615629.662102 + Penalty 1666.088212 = -613963.573890 nChanged 8 SP:Iteration 44Q (15784.108405 sec): 3 clusters Score: Raw -615631.533142 + Penalty 1666.088212 = -613965.444930 nChanged 7 SP:Iteration 45Q (15784.127302 sec): 3 clusters Score: Raw -615633.118655 + Penalty 1666.088212 = -613967.030443 nChanged 4 SP:Iteration 46Q (15784.146330 sec): 3 clusters Score: Raw -615634.168914 + Penalty 1666.088212 = -613968.080702 nChanged 1 SP:Iteration 47Q (15784.165670 sec): 3 clusters Score: Raw -615634.322079 + Penalty 1666.088212 = -613968.233867 nChanged 2 SP:Iteration 48Q (15784.184958 sec): 3 clusters Score: Raw -615634.908435 + Penalty 1666.088212 = -613968.820223 nChanged 5 SP:Iteration 49Q (15784.203868 sec): 3 clusters Score: Raw -615635.856467 + Penalty 1666.088212 = -613969.768255 nChanged 3 SP:Iteration 50Q (15784.222999 sec): 3 clusters Score: Raw -615636.154011 + Penalty 1666.088212 = -613970.065799 nChanged 3 SP:Iteration 51Q (15784.242271 sec): 3 clusters Score: Raw -615636.701818 + Penalty 1666.088212 = -613970.613606 nChanged 10 SP:Iteration 52Q (15784.261478 sec): 3 clusters Score: Raw -615638.235853 + Penalty 1666.088212 = -613972.147641 nChanged 6 SP:Iteration 53Q (15784.280455 sec): 3 clusters Score: Raw -615640.123400 + Penalty 1666.088212 = -613974.035188 nChanged 8 SP:Iteration 54Q (15784.299632 sec): 3 clusters Score: Raw -615642.141900 + Penalty 1666.088212 = -613976.053688 nChanged 5 SP:Iteration 55Q (15784.318577 sec): 3 clusters Score: Raw -615644.762500 + Penalty 1666.088212 = -613978.674288 nChanged 8 SP:Iteration 56Q (15784.337460 sec): 3 clusters Score: Raw -615648.241491 + Penalty 1666.088212 = -613982.153279 nChanged 6 SP:Iteration 57Q (15784.356394 sec): 3 clusters Score: Raw -615650.262638 + Penalty 1666.088212 = -613984.174426 nChanged 4 SP:Iteration 58Q (15784.375531 sec): 3 clusters Score: Raw -615651.373080 + Penalty 1666.088212 = -613985.284868 nChanged 0 SP:Iteration 59F (15784.395648 sec): 3 clusters Score: Raw -615651.373080 + Penalty 1666.088212 = -613985.284868 nChanged 0 Trying to split cluster 23 (194 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15784.409473 sec): 2 clusters Score: Raw -13617.151495 + Penalty 500.446525 = -13116.704970 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15784.410906 sec): 3 clusters Score: Raw -13818.629631 + Penalty 1000.893050 = -12817.736581 nChanged 56 SP:Iteration 1F (15784.412141 sec): 3 clusters Score: Raw -13915.054971 + Penalty 1000.893050 = -12914.161921 nChanged 13 SP:Iteration 2F (15784.413391 sec): 3 clusters Score: Raw -13934.386264 + Penalty 1000.893050 = -12933.493214 nChanged 1 SP:Iteration 3Q (15784.414612 sec): 3 clusters Score: Raw -13945.476651 + Penalty 1000.893050 = -12944.583601 nChanged 2 SP:Iteration 4Q (15784.415815 sec): 3 clusters Score: Raw -13947.341949 + Penalty 1000.893050 = -12946.448899 nChanged 0 SP:Iteration 5F (15784.417052 sec): 3 clusters Score: Raw -13947.341949 + Penalty 1000.893050 = -12946.448899 nChanged 0 Trying to split cluster 24 (1283 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15784.432364 sec): 2 clusters Score: Raw -132760.661856 + Penalty 679.910855 = -132080.751002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15784.438021 sec): 3 clusters Score: Raw -132191.234763 + Penalty 1359.821709 = -130831.413054 nChanged 439 SP:Iteration 1F (15784.443209 sec): 3 clusters Score: Raw -132448.614018 + Penalty 1359.821709 = -131088.792309 nChanged 99 SP:Iteration 2F (15784.448434 sec): 3 clusters Score: Raw -132511.870579 + Penalty 1359.821709 = -131152.048870 nChanged 68 SP:Iteration 3F (15784.453635 sec): 3 clusters Score: Raw -132558.663054 + Penalty 1359.821709 = -131198.841345 nChanged 49 SP:Iteration 4Q (15784.458825 sec): 3 clusters Score: Raw -132590.930352 + Penalty 1359.821709 = -131231.108643 nChanged 29 SP:Iteration 5Q (15784.464159 sec): 3 clusters Score: Raw -132607.358435 + Penalty 1359.821709 = -131247.536725 nChanged 27 SP:Iteration 6Q (15784.469353 sec): 3 clusters Score: Raw -132623.964377 + Penalty 1359.821709 = -131264.142668 nChanged 18 SP:Iteration 7Q (15784.474564 sec): 3 clusters Score: Raw -132632.468163 + Penalty 1359.821709 = -131272.646454 nChanged 12 SP:Iteration 8Q (15784.479701 sec): 3 clusters Score: Raw -132641.291967 + Penalty 1359.821709 = -131281.470258 nChanged 12 SP:Iteration 9Q (15784.484837 sec): 3 clusters Score: Raw -132647.398105 + Penalty 1359.821709 = -131287.576396 nChanged 9 SP:Iteration 10Q (15784.489957 sec): 3 clusters Score: Raw -132652.032949 + Penalty 1359.821709 = -131292.211239 nChanged 12 SP:Iteration 11Q (15784.495142 sec): 3 clusters Score: Raw -132658.330835 + Penalty 1359.821709 = -131298.509126 nChanged 9 SP:Iteration 12Q (15784.500272 sec): 3 clusters Score: Raw -132662.521833 + Penalty 1359.821709 = -131302.700124 nChanged 2 SP:Iteration 13Q (15784.505367 sec): 3 clusters Score: Raw -132663.262384 + Penalty 1359.821709 = -131303.440675 nChanged 1 SP:Iteration 14Q (15784.510517 sec): 3 clusters Score: Raw -132663.596660 + Penalty 1359.821709 = -131303.774950 nChanged 4 SP:Iteration 15Q (15784.515623 sec): 3 clusters Score: Raw -132665.043281 + Penalty 1359.821709 = -131305.221571 nChanged 6 SP:Iteration 16Q (15784.520780 sec): 3 clusters Score: Raw -132667.945297 + Penalty 1359.821709 = -131308.123588 nChanged 11 SP:Iteration 17Q (15784.525928 sec): 3 clusters Score: Raw -132674.461670 + Penalty 1359.821709 = -131314.639961 nChanged 13 SP:Iteration 18Q (15784.531123 sec): 3 clusters Score: Raw -132680.036268 + Penalty 1359.821709 = -131320.214558 nChanged 8 SP:Iteration 19Q (15784.536267 sec): 3 clusters Score: Raw -132683.674061 + Penalty 1359.821709 = -131323.852352 nChanged 6 SP:Iteration 20F (15784.541399 sec): 3 clusters Score: Raw -132685.334742 + Penalty 1359.821709 = -131325.513032 nChanged 2 SP:Iteration 21Q (15784.546514 sec): 3 clusters Score: Raw -132686.132376 + Penalty 1359.821709 = -131326.310666 nChanged 2 SP:Iteration 22Q (15784.551663 sec): 3 clusters Score: Raw -132687.107308 + Penalty 1359.821709 = -131327.285599 nChanged 3 SP:Iteration 23Q (15784.556842 sec): 3 clusters Score: Raw -132688.696960 + Penalty 1359.821709 = -131328.875251 nChanged 3 SP:Iteration 24Q (15784.561975 sec): 3 clusters Score: Raw -132691.069316 + Penalty 1359.821709 = -131331.247607 nChanged 4 SP:Iteration 25Q (15784.567102 sec): 3 clusters Score: Raw -132693.075811 + Penalty 1359.821709 = -131333.254102 nChanged 5 SP:Iteration 26Q (15784.572244 sec): 3 clusters Score: Raw -132695.991071 + Penalty 1359.821709 = -131336.169362 nChanged 6 SP:Iteration 27Q (15784.577356 sec): 3 clusters Score: Raw -132698.081017 + Penalty 1359.821709 = -131338.259308 nChanged 4 SP:Iteration 28Q (15784.582442 sec): 3 clusters Score: Raw -132699.271021 + Penalty 1359.821709 = -131339.449311 nChanged 5 SP:Iteration 29Q (15784.587594 sec): 3 clusters Score: Raw -132701.289013 + Penalty 1359.821709 = -131341.467304 nChanged 2 SP:Iteration 30Q (15784.592710 sec): 3 clusters Score: Raw -132702.112646 + Penalty 1359.821709 = -131342.290936 nChanged 4 SP:Iteration 31Q (15784.597879 sec): 3 clusters Score: Raw -132704.346750 + Penalty 1359.821709 = -131344.525041 nChanged 6 SP:Iteration 32Q (15784.603023 sec): 3 clusters Score: Raw -132706.996731 + Penalty 1359.821709 = -131347.175022 nChanged 2 SP:Iteration 33Q (15784.608185 sec): 3 clusters Score: Raw -132707.990076 + Penalty 1359.821709 = -131348.168366 nChanged 2 SP:Iteration 34Q (15784.613310 sec): 3 clusters Score: Raw -132708.649080 + Penalty 1359.821709 = -131348.827371 nChanged 0 SP:Iteration 35F (15784.618433 sec): 3 clusters Score: Raw -132708.649080 + Penalty 1359.821709 = -131348.827371 nChanged 0 Trying to split cluster 25 (750 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15784.633001 sec): 2 clusters Score: Raw -65807.822329 + Penalty 628.906955 = -65178.915374 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15784.636477 sec): 3 clusters Score: Raw -65540.557834 + Penalty 1257.813909 = -64282.743925 nChanged 231 SP:Iteration 1F (15784.639636 sec): 3 clusters Score: Raw -65714.316029 + Penalty 1257.813909 = -64456.502120 nChanged 61 SP:Iteration 2F (15784.642835 sec): 3 clusters Score: Raw -65781.137032 + Penalty 1257.813909 = -64523.323123 nChanged 46 SP:Iteration 3F (15784.645997 sec): 3 clusters Score: Raw -65830.634630 + Penalty 1257.813909 = -64572.820721 nChanged 34 SP:Iteration 4Q (15784.649160 sec): 3 clusters Score: Raw -65866.800169 + Penalty 1257.813909 = -64608.986260 nChanged 19 SP:Iteration 5Q (15784.652361 sec): 3 clusters Score: Raw -65888.076199 + Penalty 1257.813909 = -64630.262289 nChanged 19 SP:Iteration 6Q (15784.655527 sec): 3 clusters Score: Raw -65905.318567 + Penalty 1257.813909 = -64647.504657 nChanged 9 SP:Iteration 7Q (15784.658666 sec): 3 clusters Score: Raw -65919.450667 + Penalty 1257.813909 = -64661.636758 nChanged 15 SP:Iteration 8Q (15784.661807 sec): 3 clusters Score: Raw -65937.822818 + Penalty 1257.813909 = -64680.008909 nChanged 11 SP:Iteration 9Q (15784.664926 sec): 3 clusters Score: Raw -65947.704717 + Penalty 1257.813909 = -64689.890808 nChanged 6 SP:Iteration 10Q (15784.668035 sec): 3 clusters Score: Raw -65951.829983 + Penalty 1257.813909 = -64694.016074 nChanged 3 SP:Iteration 11Q (15784.671130 sec): 3 clusters Score: Raw -65955.018858 + Penalty 1257.813909 = -64697.204949 nChanged 4 SP:Iteration 12Q (15784.674216 sec): 3 clusters Score: Raw -65960.215211 + Penalty 1257.813909 = -64702.401302 nChanged 4 SP:Iteration 13Q (15784.677281 sec): 3 clusters Score: Raw -65966.409434 + Penalty 1257.813909 = -64708.595525 nChanged 2 SP:Iteration 14Q (15784.680413 sec): 3 clusters Score: Raw -65968.218108 + Penalty 1257.813909 = -64710.404198 nChanged 4 SP:Iteration 15Q (15784.683484 sec): 3 clusters Score: Raw -65972.543006 + Penalty 1257.813909 = -64714.729096 nChanged 3 SP:Iteration 16Q (15784.686587 sec): 3 clusters Score: Raw -65974.073644 + Penalty 1257.813909 = -64716.259734 nChanged 1 SP:Iteration 17Q (15784.689713 sec): 3 clusters Score: Raw -65974.517244 + Penalty 1257.813909 = -64716.703335 nChanged 0 SP:Iteration 18F (15784.692820 sec): 3 clusters Score: Raw -65974.517244 + Penalty 1257.813909 = -64716.703335 nChanged 0 Trying to split cluster 26 (9754 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15784.715603 sec): 2 clusters Score: Raw -898732.429157 + Penalty 872.616110 = -897859.813047 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15784.740877 sec): 3 clusters Score: Raw -892919.423259 + Penalty 1745.232220 = -891174.191039 nChanged 4329 SP:Iteration 1F (15784.765270 sec): 3 clusters Score: Raw -895327.477800 + Penalty 1745.232220 = -893582.245580 nChanged 514 SP:Iteration 2F (15784.789464 sec): 3 clusters Score: Raw -895517.949769 + Penalty 1745.232220 = -893772.717550 nChanged 442 SP:Iteration 3Q (15784.813728 sec): 3 clusters Score: Raw -895680.210253 + Penalty 1745.232220 = -893934.978033 nChanged 417 SP:Iteration 4Q (15784.838102 sec): 3 clusters Score: Raw -895829.227952 + Penalty 1745.232220 = -894083.995732 nChanged 403 SP:Iteration 5Q (15784.862342 sec): 3 clusters Score: Raw -896004.137877 + Penalty 1745.232220 = -894258.905657 nChanged 459 SP:Iteration 6Q (15784.886445 sec): 3 clusters Score: Raw -896243.461489 + Penalty 1745.232220 = -894498.229269 nChanged 487 SP:Iteration 7Q (15784.910690 sec): 3 clusters Score: Raw -896564.644726 + Penalty 1745.232220 = -894819.412506 nChanged 553 SP:Iteration 8F (15784.934767 sec): 3 clusters Score: Raw -896998.262056 + Penalty 1745.232220 = -895253.029836 nChanged 577 SP:Iteration 9F (15784.958962 sec): 3 clusters Score: Raw -897481.331918 + Penalty 1745.232220 = -895736.099698 nChanged 467 SP:Iteration 10Q (15784.983163 sec): 3 clusters Score: Raw -897851.914572 + Penalty 1745.232220 = -896106.682352 nChanged 350 SP:Iteration 11Q (15785.007053 sec): 3 clusters Score: Raw -898105.037582 + Penalty 1745.232220 = -896359.805362 nChanged 250 SP:Iteration 12Q (15785.030669 sec): 3 clusters Score: Raw -898266.071716 + Penalty 1745.232220 = -896520.839496 nChanged 202 SP:Iteration 13Q (15785.054272 sec): 3 clusters Score: Raw -898382.812083 + Penalty 1745.232220 = -896637.579863 nChanged 161 SP:Iteration 14Q (15785.077470 sec): 3 clusters Score: Raw -898467.898628 + Penalty 1745.232220 = -896722.666408 nChanged 135 SP:Iteration 15Q (15785.100835 sec): 3 clusters Score: Raw -898538.912056 + Penalty 1745.232220 = -896793.679836 nChanged 129 SP:Iteration 16Q (15785.123818 sec): 3 clusters Score: Raw -898616.484364 + Penalty 1745.232220 = -896871.252144 nChanged 125 SP:Iteration 17Q (15785.146764 sec): 3 clusters Score: Raw -898687.413972 + Penalty 1745.232220 = -896942.181752 nChanged 95 SP:Iteration 18Q (15785.169426 sec): 3 clusters Score: Raw -898742.753997 + Penalty 1745.232220 = -896997.521777 nChanged 90 SP:Iteration 19Q (15785.192111 sec): 3 clusters Score: Raw -898785.287687 + Penalty 1745.232220 = -897040.055467 nChanged 70 SP:Iteration 20F (15785.216292 sec): 3 clusters Score: Raw -898810.550157 + Penalty 1745.232220 = -897065.317937 nChanged 49 SP:Iteration 21Q (15785.238904 sec): 3 clusters Score: Raw -898828.323232 + Penalty 1745.232220 = -897083.091012 nChanged 52 SP:Iteration 22Q (15785.261323 sec): 3 clusters Score: Raw -898844.539978 + Penalty 1745.232220 = -897099.307758 nChanged 44 SP:Iteration 23Q (15785.283600 sec): 3 clusters Score: Raw -898858.366026 + Penalty 1745.232220 = -897113.133806 nChanged 40 SP:Iteration 24Q (15785.305939 sec): 3 clusters Score: Raw -898869.242581 + Penalty 1745.232220 = -897124.010361 nChanged 20 SP:Iteration 25Q (15785.328122 sec): 3 clusters Score: Raw -898874.744623 + Penalty 1745.232220 = -897129.512403 nChanged 18 SP:Iteration 26Q (15785.350191 sec): 3 clusters Score: Raw -898879.654960 + Penalty 1745.232220 = -897134.422740 nChanged 17 SP:Iteration 27Q (15785.372379 sec): 3 clusters Score: Raw -898883.005071 + Penalty 1745.232220 = -897137.772851 nChanged 13 SP:Iteration 28Q (15785.394460 sec): 3 clusters Score: Raw -898884.855913 + Penalty 1745.232220 = -897139.623693 nChanged 6 SP:Iteration 29Q (15785.416515 sec): 3 clusters Score: Raw -898885.589084 + Penalty 1745.232220 = -897140.356864 nChanged 3 SP:Iteration 30Q (15785.438807 sec): 3 clusters Score: Raw -898886.080477 + Penalty 1745.232220 = -897140.848257 nChanged 6 SP:Iteration 31Q (15785.461120 sec): 3 clusters Score: Raw -898886.765407 + Penalty 1745.232220 = -897141.533188 nChanged 3 SP:Iteration 32Q (15785.483211 sec): 3 clusters Score: Raw -898887.073256 + Penalty 1745.232220 = -897141.841036 nChanged 5 SP:Iteration 33Q (15785.505503 sec): 3 clusters Score: Raw -898888.302187 + Penalty 1745.232220 = -897143.069967 nChanged 6 SP:Iteration 34Q (15785.527768 sec): 3 clusters Score: Raw -898888.914728 + Penalty 1745.232220 = -897143.682508 nChanged 3 SP:Iteration 35Q (15785.550029 sec): 3 clusters Score: Raw -898889.156645 + Penalty 1745.232220 = -897143.924425 nChanged 1 SP:Iteration 36Q (15785.572535 sec): 3 clusters Score: Raw -898889.317897 + Penalty 1745.232220 = -897144.085677 nChanged 2 SP:Iteration 37Q (15785.594674 sec): 3 clusters Score: Raw -898889.421733 + Penalty 1745.232220 = -897144.189513 nChanged 1 SP:Iteration 38Q (15785.616775 sec): 3 clusters Score: Raw -898889.580370 + Penalty 1745.232220 = -897144.348150 nChanged 1 SP:Iteration 39Q (15785.638947 sec): 3 clusters Score: Raw -898889.647470 + Penalty 1745.232220 = -897144.415250 nChanged 0 SP:Iteration 40F (15785.663196 sec): 3 clusters Score: Raw -898889.647470 + Penalty 1745.232220 = -897144.415250 nChanged 0 Trying to split cluster 27 (3769 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15785.679769 sec): 2 clusters Score: Raw -328965.437733 + Penalty 782.283674 = -328183.154058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15785.694634 sec): 3 clusters Score: Raw -326970.941546 + Penalty 1564.567349 = -325406.374197 nChanged 1560 SP:Iteration 1F (15785.708290 sec): 3 clusters Score: Raw -327910.003982 + Penalty 1564.567349 = -326345.436633 nChanged 311 SP:Iteration 2F (15785.722029 sec): 3 clusters Score: Raw -328103.349993 + Penalty 1564.567349 = -326538.782644 nChanged 270 SP:Iteration 3F (15785.735776 sec): 3 clusters Score: Raw -328305.908453 + Penalty 1564.567349 = -326741.341104 nChanged 270 SP:Iteration 4F (15785.749313 sec): 3 clusters Score: Raw -328528.153736 + Penalty 1564.567349 = -326963.586388 nChanged 266 SP:Iteration 5F (15785.763075 sec): 3 clusters Score: Raw -328738.381516 + Penalty 1564.567349 = -327173.814167 nChanged 197 SP:Iteration 6F (15785.776838 sec): 3 clusters Score: Raw -328867.298594 + Penalty 1564.567349 = -327302.731246 nChanged 141 SP:Iteration 7Q (15785.790411 sec): 3 clusters Score: Raw -328967.068518 + Penalty 1564.567349 = -327402.501170 nChanged 118 SP:Iteration 8Q (15785.803991 sec): 3 clusters Score: Raw -329055.459440 + Penalty 1564.567349 = -327490.892091 nChanged 106 SP:Iteration 9Q (15785.817488 sec): 3 clusters Score: Raw -329137.261224 + Penalty 1564.567349 = -327572.693875 nChanged 90 SP:Iteration 10Q (15785.830981 sec): 3 clusters Score: Raw -329207.790447 + Penalty 1564.567349 = -327643.223098 nChanged 65 SP:Iteration 11Q (15785.844263 sec): 3 clusters Score: Raw -329262.767847 + Penalty 1564.567349 = -327698.200498 nChanged 60 SP:Iteration 12Q (15785.857634 sec): 3 clusters Score: Raw -329295.003516 + Penalty 1564.567349 = -327730.436167 nChanged 38 SP:Iteration 13Q (15785.870966 sec): 3 clusters Score: Raw -329316.052904 + Penalty 1564.567349 = -327751.485555 nChanged 29 SP:Iteration 14Q (15785.884071 sec): 3 clusters Score: Raw -329337.731584 + Penalty 1564.567349 = -327773.164235 nChanged 23 SP:Iteration 15Q (15785.897336 sec): 3 clusters Score: Raw -329356.693961 + Penalty 1564.567349 = -327792.126612 nChanged 25 SP:Iteration 16Q (15785.911082 sec): 3 clusters Score: Raw -329377.860114 + Penalty 1564.567349 = -327813.292765 nChanged 21 SP:Iteration 17Q (15785.924182 sec): 3 clusters Score: Raw -329394.337992 + Penalty 1564.567349 = -327829.770644 nChanged 19 SP:Iteration 18Q (15785.937085 sec): 3 clusters Score: Raw -329403.099294 + Penalty 1564.567349 = -327838.531946 nChanged 9 SP:Iteration 19Q (15785.949971 sec): 3 clusters Score: Raw -329408.390718 + Penalty 1564.567349 = -327843.823369 nChanged 6 SP:Iteration 20F (15785.963571 sec): 3 clusters Score: Raw -329419.664819 + Penalty 1564.567349 = -327855.097470 nChanged 6 SP:Iteration 21Q (15785.976519 sec): 3 clusters Score: Raw -329427.503189 + Penalty 1564.567349 = -327862.935841 nChanged 4 SP:Iteration 22Q (15785.989492 sec): 3 clusters Score: Raw -329429.956814 + Penalty 1564.567349 = -327865.389466 nChanged 3 SP:Iteration 23Q (15786.002446 sec): 3 clusters Score: Raw -329431.087888 + Penalty 1564.567349 = -327866.520540 nChanged 0 SP:Iteration 24F (15786.015964 sec): 3 clusters Score: Raw -329431.087888 + Penalty 1564.567349 = -327866.520540 nChanged 0 Trying to split cluster 28 (17228 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15786.044157 sec): 2 clusters Score: Raw -1653060.941305 + Penalty 926.657668 = -1652134.283637 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15786.078213 sec): 3 clusters Score: Raw -1642330.190563 + Penalty 1853.315337 = -1640476.875227 nChanged 7994 SP:Iteration 1F (15786.110608 sec): 3 clusters Score: Raw -1646862.097021 + Penalty 1853.315337 = -1645008.781685 nChanged 858 SP:Iteration 2Q (15786.143309 sec): 3 clusters Score: Raw -1647214.435115 + Penalty 1853.315337 = -1645361.119778 nChanged 908 SP:Iteration 3F (15786.175782 sec): 3 clusters Score: Raw -1647669.314595 + Penalty 1853.315337 = -1645815.999258 nChanged 1085 SP:Iteration 4F (15786.208214 sec): 3 clusters Score: Raw -1648366.013193 + Penalty 1853.315337 = -1646512.697857 nChanged 1319 SP:Iteration 5F (15786.240587 sec): 3 clusters Score: Raw -1649396.282125 + Penalty 1853.315337 = -1647542.966788 nChanged 1447 SP:Iteration 6F (15786.273311 sec): 3 clusters Score: Raw -1650707.612121 + Penalty 1853.315337 = -1648854.296785 nChanged 1172 SP:Iteration 7F (15786.305802 sec): 3 clusters Score: Raw -1651799.283494 + Penalty 1853.315337 = -1649945.968158 nChanged 791 SP:Iteration 8Q (15786.336462 sec): 3 clusters Score: Raw -1652549.026543 + Penalty 1853.315337 = -1650695.711206 nChanged 376 SP:Iteration 9Q (15786.365660 sec): 3 clusters Score: Raw -1652904.730901 + Penalty 1853.315337 = -1651051.415564 nChanged 131 SP:Iteration 10Q (15786.393828 sec): 3 clusters Score: Raw -1653031.488435 + Penalty 1853.315337 = -1651178.173098 nChanged 49 SP:Iteration 11Q (15786.421728 sec): 3 clusters Score: Raw -1653090.956245 + Penalty 1853.315337 = -1651237.640909 nChanged 32 SP:Iteration 12Q (15786.449462 sec): 3 clusters Score: Raw -1653144.687442 + Penalty 1853.315337 = -1651291.372106 nChanged 14 SP:Iteration 13Q (15786.477411 sec): 3 clusters Score: Raw -1653162.388592 + Penalty 1853.315337 = -1651309.073256 nChanged 6 SP:Iteration 14Q (15786.505189 sec): 3 clusters Score: Raw -1653170.475382 + Penalty 1853.315337 = -1651317.160045 nChanged 3 SP:Iteration 15Q (15786.532851 sec): 3 clusters Score: Raw -1653173.472236 + Penalty 1853.315337 = -1651320.156899 nChanged 3 SP:Iteration 16Q (15786.594979 sec): 3 clusters Score: Raw -1653178.651214 + Penalty 1853.315337 = -1651325.335877 nChanged 2 SP:Iteration 17Q (15786.644995 sec): 3 clusters Score: Raw -1653181.248877 + Penalty 1853.315337 = -1651327.933540 nChanged 1 SP:Iteration 18Q (15786.672939 sec): 3 clusters Score: Raw -1653182.901435 + Penalty 1853.315337 = -1651329.586098 nChanged 1 SP:Iteration 19Q (15786.700839 sec): 3 clusters Score: Raw -1653186.080318 + Penalty 1853.315337 = -1651332.764982 nChanged 0 SP:Iteration 20F (15786.733039 sec): 3 clusters Score: Raw -1653186.080318 + Penalty 1853.315337 = -1651332.764982 nChanged 0 Trying to split cluster 29 (4808 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15786.750340 sec): 2 clusters Score: Raw -449984.818722 + Penalty 805.413465 = -449179.405257 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15786.768871 sec): 3 clusters Score: Raw -447296.820946 + Penalty 1610.826930 = -445685.994016 nChanged 2043 SP:Iteration 1F (15786.785885 sec): 3 clusters Score: Raw -448400.169085 + Penalty 1610.826930 = -446789.342155 nChanged 319 SP:Iteration 2F (15786.802888 sec): 3 clusters Score: Raw -448585.930006 + Penalty 1610.826930 = -446975.103076 nChanged 309 SP:Iteration 3F (15786.819695 sec): 3 clusters Score: Raw -448770.160328 + Penalty 1610.826930 = -447159.333397 nChanged 282 SP:Iteration 4F (15786.836613 sec): 3 clusters Score: Raw -448941.547984 + Penalty 1610.826930 = -447330.721054 nChanged 253 SP:Iteration 5F (15786.853539 sec): 3 clusters Score: Raw -449113.273086 + Penalty 1610.826930 = -447502.446155 nChanged 224 SP:Iteration 6Q (15786.870462 sec): 3 clusters Score: Raw -449244.975766 + Penalty 1610.826930 = -447634.148836 nChanged 193 SP:Iteration 7Q (15786.887255 sec): 3 clusters Score: Raw -449365.603941 + Penalty 1610.826930 = -447754.777010 nChanged 166 SP:Iteration 8Q (15786.903932 sec): 3 clusters Score: Raw -449483.997594 + Penalty 1610.826930 = -447873.170663 nChanged 154 SP:Iteration 9Q (15786.920559 sec): 3 clusters Score: Raw -449591.899688 + Penalty 1610.826930 = -447981.072757 nChanged 122 SP:Iteration 10Q (15786.937071 sec): 3 clusters Score: Raw -449677.727580 + Penalty 1610.826930 = -448066.900649 nChanged 110 SP:Iteration 11Q (15786.953696 sec): 3 clusters Score: Raw -449753.568433 + Penalty 1610.826930 = -448142.741503 nChanged 95 SP:Iteration 12Q (15786.969999 sec): 3 clusters Score: Raw -449813.102727 + Penalty 1610.826930 = -448202.275796 nChanged 66 SP:Iteration 13Q (15786.986406 sec): 3 clusters Score: Raw -449857.741996 + Penalty 1610.826930 = -448246.915066 nChanged 55 SP:Iteration 14Q (15787.002669 sec): 3 clusters Score: Raw -449897.353941 + Penalty 1610.826930 = -448286.527011 nChanged 52 SP:Iteration 15Q (15787.018889 sec): 3 clusters Score: Raw -449943.675379 + Penalty 1610.826930 = -448332.848448 nChanged 40 SP:Iteration 16Q (15787.035007 sec): 3 clusters Score: Raw -449976.058310 + Penalty 1610.826930 = -448365.231379 nChanged 36 SP:Iteration 17Q (15787.051043 sec): 3 clusters Score: Raw -450003.743664 + Penalty 1610.826930 = -448392.916734 nChanged 21 SP:Iteration 18Q (15787.066805 sec): 3 clusters Score: Raw -450021.846437 + Penalty 1610.826930 = -448411.019507 nChanged 15 SP:Iteration 19Q (15787.082672 sec): 3 clusters Score: Raw -450035.727157 + Penalty 1610.826930 = -448424.900227 nChanged 10 SP:Iteration 20F (15787.099343 sec): 3 clusters Score: Raw -450048.167382 + Penalty 1610.826930 = -448437.340451 nChanged 9 SP:Iteration 21Q (15787.114991 sec): 3 clusters Score: Raw -450059.163791 + Penalty 1610.826930 = -448448.336860 nChanged 8 SP:Iteration 22Q (15787.130560 sec): 3 clusters Score: Raw -450065.640928 + Penalty 1610.826930 = -448454.813997 nChanged 7 SP:Iteration 23Q (15787.146311 sec): 3 clusters Score: Raw -450074.176141 + Penalty 1610.826930 = -448463.349210 nChanged 8 SP:Iteration 24Q (15787.162026 sec): 3 clusters Score: Raw -450080.039691 + Penalty 1610.826930 = -448469.212760 nChanged 5 SP:Iteration 25Q (15787.177769 sec): 3 clusters Score: Raw -450082.017463 + Penalty 1610.826930 = -448471.190533 nChanged 1 SP:Iteration 26Q (15787.193492 sec): 3 clusters Score: Raw -450083.843760 + Penalty 1610.826930 = -448473.016830 nChanged 1 SP:Iteration 27Q (15787.209055 sec): 3 clusters Score: Raw -450084.027213 + Penalty 1610.826930 = -448473.200282 nChanged 0 SP:Iteration 28F (15787.225867 sec): 3 clusters Score: Raw -450084.027213 + Penalty 1610.826930 = -448473.200282 nChanged 0 Trying to split cluster 30 (3263 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15787.242302 sec): 2 clusters Score: Raw -295382.226103 + Penalty 768.588218 = -294613.637885 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15787.255058 sec): 3 clusters Score: Raw -293645.263276 + Penalty 1537.176436 = -292108.086840 nChanged 1352 SP:Iteration 1F (15787.266830 sec): 3 clusters Score: Raw -294370.816596 + Penalty 1537.176436 = -292833.640159 nChanged 240 SP:Iteration 2F (15787.278568 sec): 3 clusters Score: Raw -294511.215843 + Penalty 1537.176436 = -292974.039406 nChanged 183 SP:Iteration 3F (15787.290288 sec): 3 clusters Score: Raw -294602.048799 + Penalty 1537.176436 = -293064.872363 nChanged 163 SP:Iteration 4Q (15787.301924 sec): 3 clusters Score: Raw -294689.965343 + Penalty 1537.176436 = -293152.788907 nChanged 152 SP:Iteration 5Q (15787.313673 sec): 3 clusters Score: Raw -294783.459089 + Penalty 1537.176436 = -293246.282653 nChanged 137 SP:Iteration 6Q (15787.325460 sec): 3 clusters Score: Raw -294878.714593 + Penalty 1537.176436 = -293341.538157 nChanged 169 SP:Iteration 7F (15787.337193 sec): 3 clusters Score: Raw -295008.227495 + Penalty 1537.176436 = -293471.051059 nChanged 156 SP:Iteration 8Q (15787.348790 sec): 3 clusters Score: Raw -295136.321238 + Penalty 1537.176436 = -293599.144802 nChanged 154 SP:Iteration 9Q (15787.360489 sec): 3 clusters Score: Raw -295243.092081 + Penalty 1537.176436 = -293705.915644 nChanged 115 SP:Iteration 10Q (15787.372025 sec): 3 clusters Score: Raw -295325.352621 + Penalty 1537.176436 = -293788.176184 nChanged 99 SP:Iteration 11Q (15787.383524 sec): 3 clusters Score: Raw -295390.750251 + Penalty 1537.176436 = -293853.573815 nChanged 86 SP:Iteration 12Q (15787.395117 sec): 3 clusters Score: Raw -295443.924258 + Penalty 1537.176436 = -293906.747822 nChanged 74 SP:Iteration 13Q (15787.406559 sec): 3 clusters Score: Raw -295480.480579 + Penalty 1537.176436 = -293943.304142 nChanged 41 SP:Iteration 14Q (15787.418051 sec): 3 clusters Score: Raw -295497.618310 + Penalty 1537.176436 = -293960.441874 nChanged 38 SP:Iteration 15Q (15787.429546 sec): 3 clusters Score: Raw -295510.989824 + Penalty 1537.176436 = -293973.813388 nChanged 30 SP:Iteration 16Q (15787.440904 sec): 3 clusters Score: Raw -295521.629875 + Penalty 1537.176436 = -293984.453439 nChanged 20 SP:Iteration 17Q (15787.452272 sec): 3 clusters Score: Raw -295528.385898 + Penalty 1537.176436 = -293991.209461 nChanged 15 SP:Iteration 18Q (15787.463716 sec): 3 clusters Score: Raw -295532.682134 + Penalty 1537.176436 = -293995.505698 nChanged 6 SP:Iteration 19Q (15787.475108 sec): 3 clusters Score: Raw -295533.810944 + Penalty 1537.176436 = -293996.634508 nChanged 7 SP:Iteration 20F (15787.486868 sec): 3 clusters Score: Raw -295535.944251 + Penalty 1537.176436 = -293998.767815 nChanged 11 SP:Iteration 21Q (15787.498309 sec): 3 clusters Score: Raw -295539.194126 + Penalty 1537.176436 = -294002.017690 nChanged 14 SP:Iteration 22Q (15787.509748 sec): 3 clusters Score: Raw -295542.522499 + Penalty 1537.176436 = -294005.346062 nChanged 15 SP:Iteration 23Q (15787.521091 sec): 3 clusters Score: Raw -295547.647726 + Penalty 1537.176436 = -294010.471290 nChanged 20 SP:Iteration 24Q (15787.532511 sec): 3 clusters Score: Raw -295555.979985 + Penalty 1537.176436 = -294018.803548 nChanged 19 SP:Iteration 25Q (15787.543918 sec): 3 clusters Score: Raw -295564.517707 + Penalty 1537.176436 = -294027.341271 nChanged 19 SP:Iteration 26Q (15787.555596 sec): 3 clusters Score: Raw -295571.986762 + Penalty 1537.176436 = -294034.810326 nChanged 24 SP:Iteration 27Q (15787.566979 sec): 3 clusters Score: Raw -295581.457216 + Penalty 1537.176436 = -294044.280780 nChanged 23 SP:Iteration 28Q (15787.578298 sec): 3 clusters Score: Raw -295592.738823 + Penalty 1537.176436 = -294055.562387 nChanged 23 SP:Iteration 29Q (15787.589705 sec): 3 clusters Score: Raw -295602.755331 + Penalty 1537.176436 = -294065.578894 nChanged 28 SP:Iteration 30Q (15787.601078 sec): 3 clusters Score: Raw -295613.621114 + Penalty 1537.176436 = -294076.444677 nChanged 23 SP:Iteration 31Q (15787.612471 sec): 3 clusters Score: Raw -295621.224489 + Penalty 1537.176436 = -294084.048052 nChanged 22 SP:Iteration 32Q (15787.623758 sec): 3 clusters Score: Raw -295629.313297 + Penalty 1537.176436 = -294092.136861 nChanged 20 SP:Iteration 33Q (15787.634983 sec): 3 clusters Score: Raw -295635.618887 + Penalty 1537.176436 = -294098.442451 nChanged 14 SP:Iteration 34Q (15787.646405 sec): 3 clusters Score: Raw -295639.143775 + Penalty 1537.176436 = -294101.967339 nChanged 8 SP:Iteration 35Q (15787.657780 sec): 3 clusters Score: Raw -295640.978569 + Penalty 1537.176436 = -294103.802133 nChanged 6 SP:Iteration 36Q (15787.669053 sec): 3 clusters Score: Raw -295642.041857 + Penalty 1537.176436 = -294104.865421 nChanged 5 SP:Iteration 37Q (15787.680444 sec): 3 clusters Score: Raw -295643.276101 + Penalty 1537.176436 = -294106.099665 nChanged 6 SP:Iteration 38Q (15787.691651 sec): 3 clusters Score: Raw -295644.499959 + Penalty 1537.176436 = -294107.323522 nChanged 9 SP:Iteration 39Q (15787.702901 sec): 3 clusters Score: Raw -295646.674708 + Penalty 1537.176436 = -294109.498272 nChanged 9 SP:Iteration 40F (15787.714620 sec): 3 clusters Score: Raw -295649.971529 + Penalty 1537.176436 = -294112.795093 nChanged 11 SP:Iteration 41Q (15787.726025 sec): 3 clusters Score: Raw -295652.382764 + Penalty 1537.176436 = -294115.206327 nChanged 9 SP:Iteration 42Q (15787.737416 sec): 3 clusters Score: Raw -295654.701997 + Penalty 1537.176436 = -294117.525560 nChanged 12 SP:Iteration 43Q (15787.748758 sec): 3 clusters Score: Raw -295659.908567 + Penalty 1537.176436 = -294122.732130 nChanged 15 SP:Iteration 44Q (15787.760132 sec): 3 clusters Score: Raw -295664.737861 + Penalty 1537.176436 = -294127.561425 nChanged 12 SP:Iteration 45Q (15787.771410 sec): 3 clusters Score: Raw -295667.974783 + Penalty 1537.176436 = -294130.798346 nChanged 13 SP:Iteration 46Q (15787.782850 sec): 3 clusters Score: Raw -295672.903916 + Penalty 1537.176436 = -294135.727480 nChanged 18 SP:Iteration 47Q (15787.794110 sec): 3 clusters Score: Raw -295681.604472 + Penalty 1537.176436 = -294144.428036 nChanged 19 SP:Iteration 48Q (15787.805490 sec): 3 clusters Score: Raw -295690.663691 + Penalty 1537.176436 = -294153.487254 nChanged 17 SP:Iteration 49Q (15787.816819 sec): 3 clusters Score: Raw -295696.180201 + Penalty 1537.176436 = -294159.003765 nChanged 11 SP:Iteration 50Q (15787.828056 sec): 3 clusters Score: Raw -295700.385803 + Penalty 1537.176436 = -294163.209367 nChanged 14 SP:Iteration 51Q (15787.839438 sec): 3 clusters Score: Raw -295706.116779 + Penalty 1537.176436 = -294168.940342 nChanged 12 SP:Iteration 52Q (15787.850797 sec): 3 clusters Score: Raw -295709.442827 + Penalty 1537.176436 = -294172.266391 nChanged 11 SP:Iteration 53Q (15787.862120 sec): 3 clusters Score: Raw -295712.327516 + Penalty 1537.176436 = -294175.151080 nChanged 10 SP:Iteration 54Q (15787.873698 sec): 3 clusters Score: Raw -295715.394865 + Penalty 1537.176436 = -294178.218429 nChanged 12 SP:Iteration 55Q (15787.885398 sec): 3 clusters Score: Raw -295719.259651 + Penalty 1537.176436 = -294182.083215 nChanged 20 SP:Iteration 56Q (15787.896708 sec): 3 clusters Score: Raw -295727.539978 + Penalty 1537.176436 = -294190.363542 nChanged 15 SP:Iteration 57Q (15787.907953 sec): 3 clusters Score: Raw -295732.770266 + Penalty 1537.176436 = -294195.593830 nChanged 17 SP:Iteration 58Q (15787.919288 sec): 3 clusters Score: Raw -295742.050806 + Penalty 1537.176436 = -294204.874370 nChanged 24 SP:Iteration 59Q (15787.930603 sec): 3 clusters Score: Raw -295754.813726 + Penalty 1537.176436 = -294217.637290 nChanged 27 SP:Iteration 60F (15787.942302 sec): 3 clusters Score: Raw -295772.286043 + Penalty 1537.176436 = -294235.109607 nChanged 51 SP:Iteration 61Q (15787.953585 sec): 3 clusters Score: Raw -295817.434071 + Penalty 1537.176436 = -294280.257635 nChanged 56 SP:Iteration 62Q (15787.964908 sec): 3 clusters Score: Raw -295869.134994 + Penalty 1537.176436 = -294331.958557 nChanged 51 SP:Iteration 63Q (15787.976168 sec): 3 clusters Score: Raw -295909.794355 + Penalty 1537.176436 = -294372.617919 nChanged 40 SP:Iteration 64Q (15787.987398 sec): 3 clusters Score: Raw -295935.873606 + Penalty 1537.176436 = -294398.697169 nChanged 37 SP:Iteration 65Q (15787.998481 sec): 3 clusters Score: Raw -295958.735465 + Penalty 1537.176436 = -294421.559029 nChanged 31 SP:Iteration 66Q (15788.009664 sec): 3 clusters Score: Raw -295974.907575 + Penalty 1537.176436 = -294437.731139 nChanged 24 SP:Iteration 67Q (15788.020825 sec): 3 clusters Score: Raw -295989.189407 + Penalty 1537.176436 = -294452.012971 nChanged 19 SP:Iteration 68Q (15788.031994 sec): 3 clusters Score: Raw -295998.027222 + Penalty 1537.176436 = -294460.850786 nChanged 15 SP:Iteration 69Q (15788.043126 sec): 3 clusters Score: Raw -296003.549299 + Penalty 1537.176436 = -294466.372863 nChanged 13 SP:Iteration 70Q (15788.054250 sec): 3 clusters Score: Raw -296007.035897 + Penalty 1537.176436 = -294469.859460 nChanged 9 SP:Iteration 71Q (15788.065356 sec): 3 clusters Score: Raw -296009.001899 + Penalty 1537.176436 = -294471.825463 nChanged 3 SP:Iteration 72Q (15788.076349 sec): 3 clusters Score: Raw -296009.896343 + Penalty 1537.176436 = -294472.719907 nChanged 4 SP:Iteration 73Q (15788.087318 sec): 3 clusters Score: Raw -296010.979447 + Penalty 1537.176436 = -294473.803010 nChanged 4 SP:Iteration 74Q (15788.098417 sec): 3 clusters Score: Raw -296011.839289 + Penalty 1537.176436 = -294474.662852 nChanged 2 SP:Iteration 75Q (15788.109493 sec): 3 clusters Score: Raw -296012.807078 + Penalty 1537.176436 = -294475.630642 nChanged 3 SP:Iteration 76Q (15788.120574 sec): 3 clusters Score: Raw -296013.545575 + Penalty 1537.176436 = -294476.369139 nChanged 0 SP:Iteration 77F (15788.132163 sec): 3 clusters Score: Raw -296013.545575 + Penalty 1537.176436 = -294476.369139 nChanged 0 Trying to split cluster 31 (10307 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15788.154798 sec): 2 clusters Score: Raw -993980.961157 + Penalty 877.854963 = -993103.106194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15788.179994 sec): 3 clusters Score: Raw -987753.830808 + Penalty 1755.709925 = -985998.120883 nChanged 4651 SP:Iteration 1F (15788.204432 sec): 3 clusters Score: Raw -990328.111259 + Penalty 1755.709925 = -988572.401334 nChanged 687 SP:Iteration 2F (15788.228810 sec): 3 clusters Score: Raw -990641.221503 + Penalty 1755.709925 = -988885.511578 nChanged 621 SP:Iteration 3F (15788.253428 sec): 3 clusters Score: Raw -990956.586980 + Penalty 1755.709925 = -989200.877054 nChanged 596 SP:Iteration 4F (15788.277810 sec): 3 clusters Score: Raw -991279.949595 + Penalty 1755.709925 = -989524.239669 nChanged 589 SP:Iteration 5F (15788.302230 sec): 3 clusters Score: Raw -991684.319055 + Penalty 1755.709925 = -989928.609129 nChanged 617 SP:Iteration 6F (15788.326741 sec): 3 clusters Score: Raw -992142.744134 + Penalty 1755.709925 = -990387.034208 nChanged 539 SP:Iteration 7F (15788.350915 sec): 3 clusters Score: Raw -992517.721572 + Penalty 1755.709925 = -990762.011646 nChanged 460 SP:Iteration 8Q (15788.375586 sec): 3 clusters Score: Raw -992850.984032 + Penalty 1755.709925 = -991095.274107 nChanged 381 SP:Iteration 9Q (15788.399754 sec): 3 clusters Score: Raw -993095.081509 + Penalty 1755.709925 = -991339.371584 nChanged 269 SP:Iteration 10Q (15788.423592 sec): 3 clusters Score: Raw -993252.980092 + Penalty 1755.709925 = -991497.270167 nChanged 246 SP:Iteration 11Q (15788.447425 sec): 3 clusters Score: Raw -993376.361882 + Penalty 1755.709925 = -991620.651957 nChanged 183 SP:Iteration 12Q (15788.470870 sec): 3 clusters Score: Raw -993459.168122 + Penalty 1755.709925 = -991703.458196 nChanged 143 SP:Iteration 13Q (15788.494271 sec): 3 clusters Score: Raw -993519.942921 + Penalty 1755.709925 = -991764.232996 nChanged 111 SP:Iteration 14Q (15788.517433 sec): 3 clusters Score: Raw -993567.468902 + Penalty 1755.709925 = -991811.758977 nChanged 106 SP:Iteration 15Q (15788.540412 sec): 3 clusters Score: Raw -993622.617464 + Penalty 1755.709925 = -991866.907539 nChanged 110 SP:Iteration 16Q (15788.563395 sec): 3 clusters Score: Raw -993668.672183 + Penalty 1755.709925 = -991912.962257 nChanged 97 SP:Iteration 17Q (15788.586374 sec): 3 clusters Score: Raw -993712.157167 + Penalty 1755.709925 = -991956.447241 nChanged 90 SP:Iteration 18Q (15788.609175 sec): 3 clusters Score: Raw -993752.359895 + Penalty 1755.709925 = -991996.649969 nChanged 83 SP:Iteration 19Q (15788.632065 sec): 3 clusters Score: Raw -993788.831340 + Penalty 1755.709925 = -992033.121415 nChanged 78 SP:Iteration 20F (15788.656405 sec): 3 clusters Score: Raw -993822.737655 + Penalty 1755.709925 = -992067.027730 nChanged 73 SP:Iteration 21Q (15788.679099 sec): 3 clusters Score: Raw -993851.680571 + Penalty 1755.709925 = -992095.970646 nChanged 60 SP:Iteration 22Q (15788.701620 sec): 3 clusters Score: Raw -993872.900069 + Penalty 1755.709925 = -992117.190144 nChanged 52 SP:Iteration 23Q (15788.724218 sec): 3 clusters Score: Raw -993890.865593 + Penalty 1755.709925 = -992135.155667 nChanged 45 SP:Iteration 24Q (15788.746893 sec): 3 clusters Score: Raw -993905.790384 + Penalty 1755.709925 = -992150.080459 nChanged 35 SP:Iteration 25Q (15788.769348 sec): 3 clusters Score: Raw -993916.892319 + Penalty 1755.709925 = -992161.182393 nChanged 37 SP:Iteration 26Q (15788.791990 sec): 3 clusters Score: Raw -993932.785401 + Penalty 1755.709925 = -992177.075476 nChanged 49 SP:Iteration 27Q (15788.814668 sec): 3 clusters Score: Raw -993960.153801 + Penalty 1755.709925 = -992204.443876 nChanged 48 SP:Iteration 28Q (15788.837088 sec): 3 clusters Score: Raw -993980.768787 + Penalty 1755.709925 = -992225.058862 nChanged 39 SP:Iteration 29Q (15788.859762 sec): 3 clusters Score: Raw -993995.552954 + Penalty 1755.709925 = -992239.843028 nChanged 29 SP:Iteration 30Q (15788.882210 sec): 3 clusters Score: Raw -994004.473882 + Penalty 1755.709925 = -992248.763957 nChanged 22 SP:Iteration 31Q (15788.904586 sec): 3 clusters Score: Raw -994011.410532 + Penalty 1755.709925 = -992255.700607 nChanged 23 SP:Iteration 32Q (15788.926957 sec): 3 clusters Score: Raw -994018.782310 + Penalty 1755.709925 = -992263.072385 nChanged 27 SP:Iteration 33Q (15788.949175 sec): 3 clusters Score: Raw -994025.847710 + Penalty 1755.709925 = -992270.137785 nChanged 20 SP:Iteration 34Q (15788.971522 sec): 3 clusters Score: Raw -994030.768863 + Penalty 1755.709925 = -992275.058937 nChanged 15 SP:Iteration 35Q (15788.993783 sec): 3 clusters Score: Raw -994034.752806 + Penalty 1755.709925 = -992279.042880 nChanged 8 SP:Iteration 36Q (15789.016050 sec): 3 clusters Score: Raw -994036.294620 + Penalty 1755.709925 = -992280.584695 nChanged 5 SP:Iteration 37Q (15789.038366 sec): 3 clusters Score: Raw -994037.304802 + Penalty 1755.709925 = -992281.594877 nChanged 6 SP:Iteration 38Q (15789.060573 sec): 3 clusters Score: Raw -994039.138360 + Penalty 1755.709925 = -992283.428434 nChanged 9 SP:Iteration 39Q (15789.082817 sec): 3 clusters Score: Raw -994040.922915 + Penalty 1755.709925 = -992285.212990 nChanged 8 SP:Iteration 40F (15789.107293 sec): 3 clusters Score: Raw -994042.479084 + Penalty 1755.709925 = -992286.769159 nChanged 9 SP:Iteration 41Q (15789.129800 sec): 3 clusters Score: Raw -994044.602845 + Penalty 1755.709925 = -992288.892919 nChanged 8 SP:Iteration 42Q (15789.152206 sec): 3 clusters Score: Raw -994046.759732 + Penalty 1755.709925 = -992291.049807 nChanged 11 SP:Iteration 43Q (15789.174591 sec): 3 clusters Score: Raw -994049.063324 + Penalty 1755.709925 = -992293.353398 nChanged 9 SP:Iteration 44Q (15789.196832 sec): 3 clusters Score: Raw -994050.704306 + Penalty 1755.709925 = -992294.994380 nChanged 6 SP:Iteration 45Q (15789.219106 sec): 3 clusters Score: Raw -994051.765916 + Penalty 1755.709925 = -992296.055990 nChanged 7 SP:Iteration 46Q (15789.241355 sec): 3 clusters Score: Raw -994052.962898 + Penalty 1755.709925 = -992297.252972 nChanged 1 SP:Iteration 47Q (15789.263690 sec): 3 clusters Score: Raw -994053.246578 + Penalty 1755.709925 = -992297.536653 nChanged 2 SP:Iteration 48Q (15789.285924 sec): 3 clusters Score: Raw -994054.811712 + Penalty 1755.709925 = -992299.101787 nChanged 7 SP:Iteration 49Q (15789.308209 sec): 3 clusters Score: Raw -994056.752127 + Penalty 1755.709925 = -992301.042202 nChanged 3 SP:Iteration 50Q (15789.330635 sec): 3 clusters Score: Raw -994057.223466 + Penalty 1755.709925 = -992301.513541 nChanged 2 SP:Iteration 51Q (15789.352893 sec): 3 clusters Score: Raw -994057.516041 + Penalty 1755.709925 = -992301.806115 nChanged 1 SP:Iteration 52Q (15789.375460 sec): 3 clusters Score: Raw -994057.609956 + Penalty 1755.709925 = -992301.900030 nChanged 0 SP:Iteration 53F (15789.399848 sec): 3 clusters Score: Raw -994057.609956 + Penalty 1755.709925 = -992301.900030 nChanged 0 Trying to split cluster 32 (4134 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15789.416869 sec): 2 clusters Score: Raw -397714.065405 + Penalty 791.065070 = -396923.000334 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15789.432714 sec): 3 clusters Score: Raw -395458.962206 + Penalty 1582.130141 = -393876.832066 nChanged 1714 SP:Iteration 1F (15789.447371 sec): 3 clusters Score: Raw -396343.569911 + Penalty 1582.130141 = -394761.439771 nChanged 255 SP:Iteration 2F (15789.462147 sec): 3 clusters Score: Raw -396454.256371 + Penalty 1582.130141 = -394872.126231 nChanged 218 SP:Iteration 3F (15789.476903 sec): 3 clusters Score: Raw -396552.255970 + Penalty 1582.130141 = -394970.125829 nChanged 192 SP:Iteration 4Q (15789.491725 sec): 3 clusters Score: Raw -396655.057860 + Penalty 1582.130141 = -395072.927719 nChanged 199 SP:Iteration 5Q (15789.506361 sec): 3 clusters Score: Raw -396775.186087 + Penalty 1582.130141 = -395193.055946 nChanged 201 SP:Iteration 6Q (15789.520984 sec): 3 clusters Score: Raw -396913.068816 + Penalty 1582.130141 = -395330.938675 nChanged 202 SP:Iteration 7Q (15789.535728 sec): 3 clusters Score: Raw -397059.540945 + Penalty 1582.130141 = -395477.410804 nChanged 208 SP:Iteration 8F (15789.550346 sec): 3 clusters Score: Raw -397216.568135 + Penalty 1582.130141 = -395634.437994 nChanged 193 SP:Iteration 9Q (15789.565081 sec): 3 clusters Score: Raw -397358.230965 + Penalty 1582.130141 = -395776.100825 nChanged 167 SP:Iteration 10Q (15789.579773 sec): 3 clusters Score: Raw -397478.881192 + Penalty 1582.130141 = -395896.751051 nChanged 165 SP:Iteration 11Q (15789.594260 sec): 3 clusters Score: Raw -397588.803755 + Penalty 1582.130141 = -396006.673614 nChanged 105 SP:Iteration 12Q (15789.608809 sec): 3 clusters Score: Raw -397640.273802 + Penalty 1582.130141 = -396058.143661 nChanged 70 SP:Iteration 13Q (15789.623154 sec): 3 clusters Score: Raw -397675.391165 + Penalty 1582.130141 = -396093.261025 nChanged 63 SP:Iteration 14Q (15789.637641 sec): 3 clusters Score: Raw -397697.724934 + Penalty 1582.130141 = -396115.594793 nChanged 42 SP:Iteration 15Q (15789.652149 sec): 3 clusters Score: Raw -397708.724401 + Penalty 1582.130141 = -396126.594260 nChanged 35 SP:Iteration 16Q (15789.666592 sec): 3 clusters Score: Raw -397718.593390 + Penalty 1582.130141 = -396136.463250 nChanged 28 SP:Iteration 17Q (15789.681060 sec): 3 clusters Score: Raw -397728.969968 + Penalty 1582.130141 = -396146.839827 nChanged 33 SP:Iteration 18Q (15789.695493 sec): 3 clusters Score: Raw -397737.329797 + Penalty 1582.130141 = -396155.199657 nChanged 23 SP:Iteration 19Q (15789.709929 sec): 3 clusters Score: Raw -397744.763904 + Penalty 1582.130141 = -396162.633764 nChanged 22 SP:Iteration 20F (15789.724640 sec): 3 clusters Score: Raw -397750.987726 + Penalty 1582.130141 = -396168.857586 nChanged 19 SP:Iteration 21Q (15789.739109 sec): 3 clusters Score: Raw -397758.462410 + Penalty 1582.130141 = -396176.332270 nChanged 16 SP:Iteration 22Q (15789.753533 sec): 3 clusters Score: Raw -397762.797960 + Penalty 1582.130141 = -396180.667820 nChanged 13 SP:Iteration 23Q (15789.767945 sec): 3 clusters Score: Raw -397765.983023 + Penalty 1582.130141 = -396183.852882 nChanged 10 SP:Iteration 24Q (15789.782349 sec): 3 clusters Score: Raw -397767.861089 + Penalty 1582.130141 = -396185.730948 nChanged 9 SP:Iteration 25Q (15789.796749 sec): 3 clusters Score: Raw -397769.346015 + Penalty 1582.130141 = -396187.215875 nChanged 4 SP:Iteration 26Q (15789.811190 sec): 3 clusters Score: Raw -397769.991378 + Penalty 1582.130141 = -396187.861238 nChanged 7 SP:Iteration 27Q (15789.825416 sec): 3 clusters Score: Raw -397771.185165 + Penalty 1582.130141 = -396189.055025 nChanged 5 SP:Iteration 28Q (15789.839653 sec): 3 clusters Score: Raw -397773.286334 + Penalty 1582.130141 = -396191.156194 nChanged 3 SP:Iteration 29Q (15789.853888 sec): 3 clusters Score: Raw -397774.320072 + Penalty 1582.130141 = -396192.189931 nChanged 5 SP:Iteration 30Q (15789.868292 sec): 3 clusters Score: Raw -397774.929230 + Penalty 1582.130141 = -396192.799090 nChanged 5 SP:Iteration 31Q (15789.882685 sec): 3 clusters Score: Raw -397776.069340 + Penalty 1582.130141 = -396193.939199 nChanged 9 SP:Iteration 32Q (15789.897066 sec): 3 clusters Score: Raw -397777.432503 + Penalty 1582.130141 = -396195.302362 nChanged 3 SP:Iteration 33Q (15789.911434 sec): 3 clusters Score: Raw -397777.918719 + Penalty 1582.130141 = -396195.788578 nChanged 4 SP:Iteration 34Q (15789.925817 sec): 3 clusters Score: Raw -397778.843335 + Penalty 1582.130141 = -396196.713194 nChanged 4 SP:Iteration 35Q (15789.940182 sec): 3 clusters Score: Raw -397779.639706 + Penalty 1582.130141 = -396197.509565 nChanged 4 SP:Iteration 36Q (15789.954554 sec): 3 clusters Score: Raw -397780.465068 + Penalty 1582.130141 = -396198.334927 nChanged 4 SP:Iteration 37Q (15789.969070 sec): 3 clusters Score: Raw -397781.196457 + Penalty 1582.130141 = -396199.066316 nChanged 3 SP:Iteration 38Q (15789.983306 sec): 3 clusters Score: Raw -397781.428186 + Penalty 1582.130141 = -396199.298046 nChanged 2 SP:Iteration 39Q (15789.997533 sec): 3 clusters Score: Raw -397781.670034 + Penalty 1582.130141 = -396199.539894 nChanged 0 SP:Iteration 40F (15790.012223 sec): 3 clusters Score: Raw -397781.670034 + Penalty 1582.130141 = -396199.539894 nChanged 0 Trying to split cluster 33 (533 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15790.026496 sec): 2 clusters Score: Raw -41730.616205 + Penalty 596.459535 = -41134.156670 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15790.029200 sec): 3 clusters Score: Raw -41619.874097 + Penalty 1192.919071 = -40426.955027 nChanged 162 SP:Iteration 1F (15790.031621 sec): 3 clusters Score: Raw -41811.580145 + Penalty 1192.919071 = -40618.661074 nChanged 45 SP:Iteration 2F (15790.034028 sec): 3 clusters Score: Raw -41888.809351 + Penalty 1192.919071 = -40695.890280 nChanged 30 SP:Iteration 3F (15790.036440 sec): 3 clusters Score: Raw -41958.978433 + Penalty 1192.919071 = -40766.059362 nChanged 30 SP:Iteration 4F (15790.038840 sec): 3 clusters Score: Raw -42054.405827 + Penalty 1192.919071 = -40861.486756 nChanged 29 SP:Iteration 5F (15790.041235 sec): 3 clusters Score: Raw -42112.482949 + Penalty 1192.919071 = -40919.563878 nChanged 17 SP:Iteration 6Q (15790.043596 sec): 3 clusters Score: Raw -42141.427858 + Penalty 1192.919071 = -40948.508788 nChanged 8 SP:Iteration 7Q (15790.045934 sec): 3 clusters Score: Raw -42154.431275 + Penalty 1192.919071 = -40961.512204 nChanged 6 SP:Iteration 8Q (15790.048267 sec): 3 clusters Score: Raw -42163.378884 + Penalty 1192.919071 = -40970.459813 nChanged 5 SP:Iteration 9Q (15790.050589 sec): 3 clusters Score: Raw -42172.995412 + Penalty 1192.919071 = -40980.076341 nChanged 5 SP:Iteration 10Q (15790.052916 sec): 3 clusters Score: Raw -42177.752188 + Penalty 1192.919071 = -40984.833118 nChanged 0 SP:Iteration 11F (15790.055330 sec): 3 clusters Score: Raw -42177.752188 + Penalty 1192.919071 = -40984.833118 nChanged 0 Trying to split cluster 34 (12723 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15790.080863 sec): 2 clusters Score: Raw -1196154.123099 + Penalty 897.860833 = -1195256.262266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15790.108990 sec): 3 clusters Score: Raw -1188430.405156 + Penalty 1795.721665 = -1186634.683491 nChanged 5815 SP:Iteration 1F (15790.136094 sec): 3 clusters Score: Raw -1191682.649364 + Penalty 1795.721665 = -1189886.927699 nChanged 660 SP:Iteration 2F (15790.162954 sec): 3 clusters Score: Raw -1192010.957809 + Penalty 1795.721665 = -1190215.236144 nChanged 719 SP:Iteration 3F (15790.189842 sec): 3 clusters Score: Raw -1192421.176985 + Penalty 1795.721665 = -1190625.455320 nChanged 794 SP:Iteration 4F (15790.217422 sec): 3 clusters Score: Raw -1192927.876803 + Penalty 1795.721665 = -1191132.155138 nChanged 876 SP:Iteration 5F (15790.244308 sec): 3 clusters Score: Raw -1193516.620668 + Penalty 1795.721665 = -1191720.899003 nChanged 805 SP:Iteration 6F (15790.271343 sec): 3 clusters Score: Raw -1194036.847899 + Penalty 1795.721665 = -1192241.126234 nChanged 681 SP:Iteration 7F (15790.298670 sec): 3 clusters Score: Raw -1194477.276214 + Penalty 1795.721665 = -1192681.554549 nChanged 585 SP:Iteration 8Q (15790.325628 sec): 3 clusters Score: Raw -1194849.313667 + Penalty 1795.721665 = -1193053.592002 nChanged 486 SP:Iteration 9Q (15790.352318 sec): 3 clusters Score: Raw -1195160.159454 + Penalty 1795.721665 = -1193364.437789 nChanged 400 SP:Iteration 10Q (15790.378606 sec): 3 clusters Score: Raw -1195428.840669 + Penalty 1795.721665 = -1193633.119004 nChanged 336 SP:Iteration 11Q (15790.404987 sec): 3 clusters Score: Raw -1195647.883734 + Penalty 1795.721665 = -1193852.162069 nChanged 294 SP:Iteration 12Q (15790.430851 sec): 3 clusters Score: Raw -1195861.805155 + Penalty 1795.721665 = -1194066.083490 nChanged 218 SP:Iteration 13Q (15790.456815 sec): 3 clusters Score: Raw -1196009.210784 + Penalty 1795.721665 = -1194213.489119 nChanged 156 SP:Iteration 14Q (15790.482546 sec): 3 clusters Score: Raw -1196115.105377 + Penalty 1795.721665 = -1194319.383712 nChanged 115 SP:Iteration 15Q (15790.508272 sec): 3 clusters Score: Raw -1196198.655167 + Penalty 1795.721665 = -1194402.933502 nChanged 91 SP:Iteration 16Q (15790.533466 sec): 3 clusters Score: Raw -1196274.414107 + Penalty 1795.721665 = -1194478.692442 nChanged 71 SP:Iteration 17Q (15790.558553 sec): 3 clusters Score: Raw -1196321.135039 + Penalty 1795.721665 = -1194525.413374 nChanged 39 SP:Iteration 18Q (15790.583304 sec): 3 clusters Score: Raw -1196343.257408 + Penalty 1795.721665 = -1194547.535743 nChanged 35 SP:Iteration 19Q (15790.608398 sec): 3 clusters Score: Raw -1196369.057958 + Penalty 1795.721665 = -1194573.336293 nChanged 46 SP:Iteration 20F (15790.635365 sec): 3 clusters Score: Raw -1196405.964061 + Penalty 1795.721665 = -1194610.242396 nChanged 36 SP:Iteration 21Q (15790.660224 sec): 3 clusters Score: Raw -1196436.685006 + Penalty 1795.721665 = -1194640.963341 nChanged 24 SP:Iteration 22Q (15790.684863 sec): 3 clusters Score: Raw -1196452.846485 + Penalty 1795.721665 = -1194657.124820 nChanged 16 SP:Iteration 23Q (15790.709482 sec): 3 clusters Score: Raw -1196467.268579 + Penalty 1795.721665 = -1194671.546913 nChanged 17 SP:Iteration 24Q (15790.734090 sec): 3 clusters Score: Raw -1196476.877977 + Penalty 1795.721665 = -1194681.156312 nChanged 18 SP:Iteration 25Q (15790.758751 sec): 3 clusters Score: Raw -1196485.980315 + Penalty 1795.721665 = -1194690.258650 nChanged 13 SP:Iteration 26Q (15790.783319 sec): 3 clusters Score: Raw -1196495.038770 + Penalty 1795.721665 = -1194699.317105 nChanged 13 SP:Iteration 27Q (15790.808085 sec): 3 clusters Score: Raw -1196504.440341 + Penalty 1795.721665 = -1194708.718676 nChanged 11 SP:Iteration 28Q (15790.832682 sec): 3 clusters Score: Raw -1196510.299316 + Penalty 1795.721665 = -1194714.577651 nChanged 11 SP:Iteration 29Q (15790.857451 sec): 3 clusters Score: Raw -1196516.783905 + Penalty 1795.721665 = -1194721.062240 nChanged 12 SP:Iteration 30Q (15790.882117 sec): 3 clusters Score: Raw -1196523.665852 + Penalty 1795.721665 = -1194727.944187 nChanged 6 SP:Iteration 31Q (15790.906765 sec): 3 clusters Score: Raw -1196527.014114 + Penalty 1795.721665 = -1194731.292449 nChanged 7 SP:Iteration 32Q (15790.931398 sec): 3 clusters Score: Raw -1196531.633248 + Penalty 1795.721665 = -1194735.911583 nChanged 4 SP:Iteration 33Q (15790.955879 sec): 3 clusters Score: Raw -1196535.529430 + Penalty 1795.721665 = -1194739.807765 nChanged 4 SP:Iteration 34Q (15790.980415 sec): 3 clusters Score: Raw -1196538.318201 + Penalty 1795.721665 = -1194742.596536 nChanged 3 SP:Iteration 35Q (15791.004894 sec): 3 clusters Score: Raw -1196540.041903 + Penalty 1795.721665 = -1194744.320238 nChanged 1 SP:Iteration 36Q (15791.029441 sec): 3 clusters Score: Raw -1196541.131022 + Penalty 1795.721665 = -1194745.409357 nChanged 4 SP:Iteration 37Q (15791.054104 sec): 3 clusters Score: Raw -1196542.676196 + Penalty 1795.721665 = -1194746.954530 nChanged 1 SP:Iteration 38Q (15791.078728 sec): 3 clusters Score: Raw -1196542.872493 + Penalty 1795.721665 = -1194747.150828 nChanged 0 SP:Iteration 39F (15791.105669 sec): 3 clusters Score: Raw -1196542.872493 + Penalty 1795.721665 = -1194747.150828 nChanged 0 Trying to split cluster 35 (7342 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15791.125173 sec): 2 clusters Score: Raw -704013.038148 + Penalty 845.629824 = -703167.408325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15791.147093 sec): 3 clusters Score: Raw -699737.087412 + Penalty 1691.259647 = -698045.827765 nChanged 3285 SP:Iteration 1F (15791.168271 sec): 3 clusters Score: Raw -701603.517439 + Penalty 1691.259647 = -699912.257791 nChanged 549 SP:Iteration 2F (15791.189180 sec): 3 clusters Score: Raw -701936.198655 + Penalty 1691.259647 = -700244.939007 nChanged 515 SP:Iteration 3F (15791.210369 sec): 3 clusters Score: Raw -702267.697103 + Penalty 1691.259647 = -700576.437456 nChanged 508 SP:Iteration 4F (15791.231401 sec): 3 clusters Score: Raw -702584.808814 + Penalty 1691.259647 = -700893.549167 nChanged 432 SP:Iteration 5F (15791.252387 sec): 3 clusters Score: Raw -702883.398936 + Penalty 1691.259647 = -701192.139288 nChanged 397 SP:Iteration 6F (15791.273584 sec): 3 clusters Score: Raw -703148.477351 + Penalty 1691.259647 = -701457.217704 nChanged 334 SP:Iteration 7Q (15791.294471 sec): 3 clusters Score: Raw -703341.493038 + Penalty 1691.259647 = -701650.233391 nChanged 259 SP:Iteration 8Q (15791.315463 sec): 3 clusters Score: Raw -703476.604602 + Penalty 1691.259647 = -701785.344955 nChanged 216 SP:Iteration 9Q (15791.336737 sec): 3 clusters Score: Raw -703573.566324 + Penalty 1691.259647 = -701882.306677 nChanged 144 SP:Iteration 10Q (15791.358008 sec): 3 clusters Score: Raw -703637.502971 + Penalty 1691.259647 = -701946.243324 nChanged 103 SP:Iteration 11Q (15791.378878 sec): 3 clusters Score: Raw -703674.797338 + Penalty 1691.259647 = -701983.537691 nChanged 79 SP:Iteration 12Q (15791.399693 sec): 3 clusters Score: Raw -703699.302106 + Penalty 1691.259647 = -702008.042459 nChanged 65 SP:Iteration 13Q (15791.420767 sec): 3 clusters Score: Raw -703713.940252 + Penalty 1691.259647 = -702022.680604 nChanged 48 SP:Iteration 14Q (15791.441622 sec): 3 clusters Score: Raw -703726.833400 + Penalty 1691.259647 = -702035.573753 nChanged 47 SP:Iteration 15Q (15791.462614 sec): 3 clusters Score: Raw -703741.625526 + Penalty 1691.259647 = -702050.365879 nChanged 51 SP:Iteration 16Q (15791.483494 sec): 3 clusters Score: Raw -703759.201331 + Penalty 1691.259647 = -702067.941684 nChanged 53 SP:Iteration 17Q (15791.504405 sec): 3 clusters Score: Raw -703773.573858 + Penalty 1691.259647 = -702082.314211 nChanged 41 SP:Iteration 18Q (15791.525172 sec): 3 clusters Score: Raw -703785.984874 + Penalty 1691.259647 = -702094.725227 nChanged 45 SP:Iteration 19Q (15791.545928 sec): 3 clusters Score: Raw -703797.103738 + Penalty 1691.259647 = -702105.844091 nChanged 37 SP:Iteration 20F (15791.566958 sec): 3 clusters Score: Raw -703806.339668 + Penalty 1691.259647 = -702115.080021 nChanged 42 SP:Iteration 21Q (15791.587771 sec): 3 clusters Score: Raw -703815.909126 + Penalty 1691.259647 = -702124.649479 nChanged 36 SP:Iteration 22Q (15791.608597 sec): 3 clusters Score: Raw -703825.556930 + Penalty 1691.259647 = -702134.297283 nChanged 44 SP:Iteration 23Q (15791.629412 sec): 3 clusters Score: Raw -703838.209711 + Penalty 1691.259647 = -702146.950064 nChanged 33 SP:Iteration 24Q (15791.649972 sec): 3 clusters Score: Raw -703846.430998 + Penalty 1691.259647 = -702155.171351 nChanged 39 SP:Iteration 25Q (15791.670628 sec): 3 clusters Score: Raw -703855.255054 + Penalty 1691.259647 = -702163.995407 nChanged 36 SP:Iteration 26Q (15791.691227 sec): 3 clusters Score: Raw -703862.589116 + Penalty 1691.259647 = -702171.329469 nChanged 34 SP:Iteration 27Q (15791.711677 sec): 3 clusters Score: Raw -703869.385919 + Penalty 1691.259647 = -702178.126272 nChanged 30 SP:Iteration 28Q (15791.732134 sec): 3 clusters Score: Raw -703875.684722 + Penalty 1691.259647 = -702184.425075 nChanged 37 SP:Iteration 29Q (15791.752788 sec): 3 clusters Score: Raw -703885.546589 + Penalty 1691.259647 = -702194.286941 nChanged 36 SP:Iteration 30Q (15791.773485 sec): 3 clusters Score: Raw -703895.237923 + Penalty 1691.259647 = -702203.978276 nChanged 34 SP:Iteration 31Q (15791.794061 sec): 3 clusters Score: Raw -703902.793840 + Penalty 1691.259647 = -702211.534193 nChanged 25 SP:Iteration 32Q (15791.814471 sec): 3 clusters Score: Raw -703911.127932 + Penalty 1691.259647 = -702219.868285 nChanged 31 SP:Iteration 33Q (15791.835054 sec): 3 clusters Score: Raw -703921.105936 + Penalty 1691.259647 = -702229.846289 nChanged 31 SP:Iteration 34Q (15791.855454 sec): 3 clusters Score: Raw -703928.401204 + Penalty 1691.259647 = -702237.141557 nChanged 29 SP:Iteration 35Q (15791.875932 sec): 3 clusters Score: Raw -703935.502296 + Penalty 1691.259647 = -702244.242649 nChanged 30 SP:Iteration 36Q (15791.896418 sec): 3 clusters Score: Raw -703943.293946 + Penalty 1691.259647 = -702252.034298 nChanged 30 SP:Iteration 37Q (15791.916963 sec): 3 clusters Score: Raw -703950.317830 + Penalty 1691.259647 = -702259.058183 nChanged 22 SP:Iteration 38Q (15791.937464 sec): 3 clusters Score: Raw -703954.730871 + Penalty 1691.259647 = -702263.471224 nChanged 24 SP:Iteration 39Q (15791.957994 sec): 3 clusters Score: Raw -703960.136733 + Penalty 1691.259647 = -702268.877086 nChanged 30 SP:Iteration 40F (15791.979226 sec): 3 clusters Score: Raw -703969.026574 + Penalty 1691.259647 = -702277.766927 nChanged 32 SP:Iteration 41Q (15791.999657 sec): 3 clusters Score: Raw -703976.399737 + Penalty 1691.259647 = -702285.140090 nChanged 32 SP:Iteration 42Q (15792.020107 sec): 3 clusters Score: Raw -703984.990761 + Penalty 1691.259647 = -702293.731114 nChanged 28 SP:Iteration 43Q (15792.040415 sec): 3 clusters Score: Raw -703991.669548 + Penalty 1691.259647 = -702300.409901 nChanged 28 SP:Iteration 44Q (15792.060809 sec): 3 clusters Score: Raw -703999.239628 + Penalty 1691.259647 = -702307.979980 nChanged 31 SP:Iteration 45Q (15792.081036 sec): 3 clusters Score: Raw -704006.303620 + Penalty 1691.259647 = -702315.043973 nChanged 28 SP:Iteration 46Q (15792.101303 sec): 3 clusters Score: Raw -704013.125177 + Penalty 1691.259647 = -702321.865530 nChanged 26 SP:Iteration 47Q (15792.121833 sec): 3 clusters Score: Raw -704018.510637 + Penalty 1691.259647 = -702327.250989 nChanged 23 SP:Iteration 48Q (15792.142372 sec): 3 clusters Score: Raw -704022.855490 + Penalty 1691.259647 = -702331.595843 nChanged 25 SP:Iteration 49Q (15792.162830 sec): 3 clusters Score: Raw -704027.157563 + Penalty 1691.259647 = -702335.897916 nChanged 25 SP:Iteration 50Q (15792.183036 sec): 3 clusters Score: Raw -704030.919689 + Penalty 1691.259647 = -702339.660042 nChanged 20 SP:Iteration 51Q (15792.203197 sec): 3 clusters Score: Raw -704034.888921 + Penalty 1691.259647 = -702343.629274 nChanged 19 SP:Iteration 52Q (15792.223596 sec): 3 clusters Score: Raw -704039.563919 + Penalty 1691.259647 = -702348.304271 nChanged 20 SP:Iteration 53Q (15792.243693 sec): 3 clusters Score: Raw -704044.591895 + Penalty 1691.259647 = -702353.332248 nChanged 21 SP:Iteration 54Q (15792.263962 sec): 3 clusters Score: Raw -704050.399882 + Penalty 1691.259647 = -702359.140235 nChanged 25 SP:Iteration 55Q (15792.284088 sec): 3 clusters Score: Raw -704057.472401 + Penalty 1691.259647 = -702366.212754 nChanged 30 SP:Iteration 56Q (15792.304512 sec): 3 clusters Score: Raw -704066.217837 + Penalty 1691.259647 = -702374.958190 nChanged 34 SP:Iteration 57Q (15792.324945 sec): 3 clusters Score: Raw -704077.770504 + Penalty 1691.259647 = -702386.510857 nChanged 33 SP:Iteration 58Q (15792.344927 sec): 3 clusters Score: Raw -704090.167984 + Penalty 1691.259647 = -702398.908337 nChanged 29 SP:Iteration 59Q (15792.365302 sec): 3 clusters Score: Raw -704100.639866 + Penalty 1691.259647 = -702409.380219 nChanged 31 SP:Iteration 60F (15792.386356 sec): 3 clusters Score: Raw -704111.471553 + Penalty 1691.259647 = -702420.211905 nChanged 28 SP:Iteration 61Q (15792.406264 sec): 3 clusters Score: Raw -704120.452507 + Penalty 1691.259647 = -702429.192860 nChanged 23 SP:Iteration 62Q (15792.426244 sec): 3 clusters Score: Raw -704126.863121 + Penalty 1691.259647 = -702435.603474 nChanged 25 SP:Iteration 63Q (15792.446517 sec): 3 clusters Score: Raw -704136.872901 + Penalty 1691.259647 = -702445.613254 nChanged 29 SP:Iteration 64Q (15792.466458 sec): 3 clusters Score: Raw -704145.657797 + Penalty 1691.259647 = -702454.398150 nChanged 27 SP:Iteration 65Q (15792.486723 sec): 3 clusters Score: Raw -704153.462212 + Penalty 1691.259647 = -702462.202565 nChanged 19 SP:Iteration 66Q (15792.506856 sec): 3 clusters Score: Raw -704158.395785 + Penalty 1691.259647 = -702467.136138 nChanged 14 SP:Iteration 67Q (15792.526989 sec): 3 clusters Score: Raw -704162.462942 + Penalty 1691.259647 = -702471.203294 nChanged 18 SP:Iteration 68Q (15792.547231 sec): 3 clusters Score: Raw -704169.217472 + Penalty 1691.259647 = -702477.957825 nChanged 18 SP:Iteration 69Q (15792.567266 sec): 3 clusters Score: Raw -704176.987378 + Penalty 1691.259647 = -702485.727731 nChanged 16 SP:Iteration 70Q (15792.587375 sec): 3 clusters Score: Raw -704181.863696 + Penalty 1691.259647 = -702490.604049 nChanged 17 SP:Iteration 71Q (15792.607700 sec): 3 clusters Score: Raw -704187.178367 + Penalty 1691.259647 = -702495.918719 nChanged 17 SP:Iteration 72Q (15792.627527 sec): 3 clusters Score: Raw -704192.060666 + Penalty 1691.259647 = -702500.801019 nChanged 19 SP:Iteration 73Q (15792.647418 sec): 3 clusters Score: Raw -704198.511758 + Penalty 1691.259647 = -702507.252111 nChanged 13 SP:Iteration 74Q (15792.667550 sec): 3 clusters Score: Raw -704201.707145 + Penalty 1691.259647 = -702510.447497 nChanged 9 SP:Iteration 75Q (15792.687403 sec): 3 clusters Score: Raw -704203.654606 + Penalty 1691.259647 = -702512.394959 nChanged 8 SP:Iteration 76Q (15792.707231 sec): 3 clusters Score: Raw -704205.466209 + Penalty 1691.259647 = -702514.206562 nChanged 5 SP:Iteration 77Q (15792.727029 sec): 3 clusters Score: Raw -704206.576169 + Penalty 1691.259647 = -702515.316521 nChanged 5 SP:Iteration 78Q (15792.746945 sec): 3 clusters Score: Raw -704207.717739 + Penalty 1691.259647 = -702516.458092 nChanged 5 SP:Iteration 79Q (15792.766781 sec): 3 clusters Score: Raw -704209.976273 + Penalty 1691.259647 = -702518.716626 nChanged 7 SP:Iteration 80F (15792.787975 sec): 3 clusters Score: Raw -704213.140613 + Penalty 1691.259647 = -702521.880966 nChanged 9 SP:Iteration 81Q (15792.807723 sec): 3 clusters Score: Raw -704215.921322 + Penalty 1691.259647 = -702524.661675 nChanged 6 SP:Iteration 82Q (15792.827528 sec): 3 clusters Score: Raw -704217.770294 + Penalty 1691.259647 = -702526.510647 nChanged 7 SP:Iteration 83Q (15792.847349 sec): 3 clusters Score: Raw -704219.625393 + Penalty 1691.259647 = -702528.365746 nChanged 9 SP:Iteration 84Q (15792.867632 sec): 3 clusters Score: Raw -704221.887440 + Penalty 1691.259647 = -702530.627793 nChanged 9 SP:Iteration 85Q (15792.887572 sec): 3 clusters Score: Raw -704224.534392 + Penalty 1691.259647 = -702533.274744 nChanged 10 SP:Iteration 86Q (15792.907692 sec): 3 clusters Score: Raw -704226.480073 + Penalty 1691.259647 = -702535.220426 nChanged 7 SP:Iteration 87Q (15792.927478 sec): 3 clusters Score: Raw -704228.889664 + Penalty 1691.259647 = -702537.630017 nChanged 7 SP:Iteration 88Q (15792.947619 sec): 3 clusters Score: Raw -704232.199627 + Penalty 1691.259647 = -702540.939980 nChanged 8 SP:Iteration 89Q (15792.967458 sec): 3 clusters Score: Raw -704235.292482 + Penalty 1691.259647 = -702544.032834 nChanged 8 SP:Iteration 90Q (15792.987245 sec): 3 clusters Score: Raw -704237.729804 + Penalty 1691.259647 = -702546.470156 nChanged 4 SP:Iteration 91Q (15793.007191 sec): 3 clusters Score: Raw -704238.471401 + Penalty 1691.259647 = -702547.211753 nChanged 3 SP:Iteration 92Q (15793.027158 sec): 3 clusters Score: Raw -704239.026713 + Penalty 1691.259647 = -702547.767066 nChanged 4 SP:Iteration 93Q (15793.047099 sec): 3 clusters Score: Raw -704239.609859 + Penalty 1691.259647 = -702548.350212 nChanged 4 SP:Iteration 94Q (15793.066791 sec): 3 clusters Score: Raw -704240.467683 + Penalty 1691.259647 = -702549.208036 nChanged 6 SP:Iteration 95Q (15793.086876 sec): 3 clusters Score: Raw -704241.515400 + Penalty 1691.259647 = -702550.255753 nChanged 3 SP:Iteration 96Q (15793.106793 sec): 3 clusters Score: Raw -704242.226718 + Penalty 1691.259647 = -702550.967070 nChanged 4 SP:Iteration 97Q (15793.126679 sec): 3 clusters Score: Raw -704243.024829 + Penalty 1691.259647 = -702551.765181 nChanged 2 SP:Iteration 98Q (15793.146562 sec): 3 clusters Score: Raw -704243.338990 + Penalty 1691.259647 = -702552.079343 nChanged 2 SP:Iteration 99Q (15793.166432 sec): 3 clusters Score: Raw -704243.829085 + Penalty 1691.259647 = -702552.569438 nChanged 2 SP:Iteration 100F (15793.187437 sec): 3 clusters Score: Raw -704244.344840 + Penalty 1691.259647 = -702553.085193 nChanged 4 SP:Iteration 101Q (15793.242474 sec): 3 clusters Score: Raw -704245.212818 + Penalty 1691.259647 = -702553.953170 nChanged 6 SP:Iteration 102Q (15793.261121 sec): 3 clusters Score: Raw -704246.460629 + Penalty 1691.259647 = -702555.200982 nChanged 2 SP:Iteration 103Q (15793.281405 sec): 3 clusters Score: Raw -704246.673045 + Penalty 1691.259647 = -702555.413398 nChanged 1 SP:Iteration 104Q (15793.301819 sec): 3 clusters Score: Raw -704246.881681 + Penalty 1691.259647 = -702555.622034 nChanged 1 SP:Iteration 105Q (15793.321150 sec): 3 clusters Score: Raw -704247.053051 + Penalty 1691.259647 = -702555.793404 nChanged 1 SP:Iteration 106Q (15793.340979 sec): 3 clusters Score: Raw -704247.214280 + Penalty 1691.259647 = -702555.954633 nChanged 0 SP:Iteration 107F (15793.362063 sec): 3 clusters Score: Raw -704247.214280 + Penalty 1691.259647 = -702555.954633 nChanged 0 Trying to split cluster 36 (5635 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15793.380220 sec): 2 clusters Score: Raw -503345.275507 + Penalty 820.491481 = -502524.784026 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15793.400617 sec): 3 clusters Score: Raw -500236.313732 + Penalty 1640.982961 = -498595.330771 nChanged 2366 SP:Iteration 1F (15793.420680 sec): 3 clusters Score: Raw -501846.627016 + Penalty 1640.982961 = -500205.644055 nChanged 568 SP:Iteration 2F (15793.440297 sec): 3 clusters Score: Raw -502375.129905 + Penalty 1640.982961 = -500734.146944 nChanged 455 SP:Iteration 3F (15793.460069 sec): 3 clusters Score: Raw -502729.628349 + Penalty 1640.982961 = -501088.645388 nChanged 350 SP:Iteration 4F (15793.479481 sec): 3 clusters Score: Raw -502986.076976 + Penalty 1640.982961 = -501345.094015 nChanged 269 SP:Iteration 5Q (15793.499072 sec): 3 clusters Score: Raw -503178.512951 + Penalty 1640.982961 = -501537.529989 nChanged 200 SP:Iteration 6Q (15793.518716 sec): 3 clusters Score: Raw -503304.621448 + Penalty 1640.982961 = -501663.638487 nChanged 139 SP:Iteration 7Q (15793.538635 sec): 3 clusters Score: Raw -503392.263453 + Penalty 1640.982961 = -501751.280491 nChanged 97 SP:Iteration 8Q (15793.558498 sec): 3 clusters Score: Raw -503452.610030 + Penalty 1640.982961 = -501811.627069 nChanged 67 SP:Iteration 9Q (15793.578244 sec): 3 clusters Score: Raw -503507.865402 + Penalty 1640.982961 = -501866.882441 nChanged 67 SP:Iteration 10Q (15793.597772 sec): 3 clusters Score: Raw -503556.247242 + Penalty 1640.982961 = -501915.264280 nChanged 57 SP:Iteration 11Q (15793.617105 sec): 3 clusters Score: Raw -503592.550300 + Penalty 1640.982961 = -501951.567339 nChanged 38 SP:Iteration 12Q (15793.636413 sec): 3 clusters Score: Raw -503613.840040 + Penalty 1640.982961 = -501972.857079 nChanged 24 SP:Iteration 13Q (15793.655290 sec): 3 clusters Score: Raw -503628.031881 + Penalty 1640.982961 = -501987.048920 nChanged 18 SP:Iteration 14Q (15793.673910 sec): 3 clusters Score: Raw -503640.009424 + Penalty 1640.982961 = -501999.026463 nChanged 16 SP:Iteration 15Q (15793.692548 sec): 3 clusters Score: Raw -503653.747301 + Penalty 1640.982961 = -502012.764340 nChanged 22 SP:Iteration 16Q (15793.711421 sec): 3 clusters Score: Raw -503670.062578 + Penalty 1640.982961 = -502029.079617 nChanged 18 SP:Iteration 17Q (15793.730165 sec): 3 clusters Score: Raw -503680.814091 + Penalty 1640.982961 = -502039.831130 nChanged 13 SP:Iteration 18Q (15793.748683 sec): 3 clusters Score: Raw -503686.740793 + Penalty 1640.982961 = -502045.757832 nChanged 16 SP:Iteration 19Q (15793.767390 sec): 3 clusters Score: Raw -503694.207582 + Penalty 1640.982961 = -502053.224621 nChanged 14 SP:Iteration 20F (15793.787093 sec): 3 clusters Score: Raw -503699.349484 + Penalty 1640.982961 = -502058.366523 nChanged 4 SP:Iteration 21Q (15793.805618 sec): 3 clusters Score: Raw -503702.465140 + Penalty 1640.982961 = -502061.482179 nChanged 11 SP:Iteration 22Q (15793.824058 sec): 3 clusters Score: Raw -503706.832942 + Penalty 1640.982961 = -502065.849981 nChanged 7 SP:Iteration 23Q (15793.842761 sec): 3 clusters Score: Raw -503710.205049 + Penalty 1640.982961 = -502069.222088 nChanged 7 SP:Iteration 24Q (15793.861422 sec): 3 clusters Score: Raw -503712.008573 + Penalty 1640.982961 = -502071.025611 nChanged 5 SP:Iteration 25Q (15793.880097 sec): 3 clusters Score: Raw -503713.256299 + Penalty 1640.982961 = -502072.273338 nChanged 5 SP:Iteration 26Q (15793.898527 sec): 3 clusters Score: Raw -503714.840724 + Penalty 1640.982961 = -502073.857763 nChanged 3 SP:Iteration 27Q (15793.917234 sec): 3 clusters Score: Raw -503715.577772 + Penalty 1640.982961 = -502074.594811 nChanged 3 SP:Iteration 28Q (15793.935936 sec): 3 clusters Score: Raw -503716.200474 + Penalty 1640.982961 = -502075.217513 nChanged 2 SP:Iteration 29Q (15793.954612 sec): 3 clusters Score: Raw -503717.173668 + Penalty 1640.982961 = -502076.190707 nChanged 0 SP:Iteration 30F (15793.974111 sec): 3 clusters Score: Raw -503717.173668 + Penalty 1640.982961 = -502076.190707 nChanged 0 Trying to split cluster 37 (135730 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15794.117041 sec): 2 clusters Score: Raw -13002926.166858 + Penalty 1122.750175 = -13001803.416683 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15794.289419 sec): 3 clusters Score: Raw -12912510.973809 + Penalty 2245.500350 = -12910265.473458 nChanged 66072 SP:Iteration 1F (15794.458988 sec): 3 clusters Score: Raw -12951853.836084 + Penalty 2245.500350 = -12949608.335733 nChanged 5201 SP:Iteration 2Q (15794.640803 sec): 3 clusters Score: Raw -12953504.190955 + Penalty 2245.500350 = -12951258.690605 nChanged 5845 SP:Iteration 3Q (15794.822619 sec): 3 clusters Score: Raw -12955804.080172 + Penalty 2245.500350 = -12953558.579822 nChanged 6964 SP:Iteration 4F (15794.992012 sec): 3 clusters Score: Raw -12959127.041325 + Penalty 2245.500350 = -12956881.540974 nChanged 8016 SP:Iteration 5F (15795.161765 sec): 3 clusters Score: Raw -12963827.024811 + Penalty 2245.500350 = -12961581.524460 nChanged 8829 SP:Iteration 6F (15795.334265 sec): 3 clusters Score: Raw -12970003.888253 + Penalty 2245.500350 = -12967758.387903 nChanged 8836 SP:Iteration 7F (15795.503841 sec): 3 clusters Score: Raw -12977015.916102 + Penalty 2245.500350 = -12974770.415752 nChanged 7740 SP:Iteration 8F (15795.672937 sec): 3 clusters Score: Raw -12983366.569618 + Penalty 2245.500350 = -12981121.069268 nChanged 5989 SP:Iteration 9Q (15795.849945 sec): 3 clusters Score: Raw -12987323.079173 + Penalty 2245.500350 = -12985077.578822 nChanged 4136 SP:Iteration 10Q (15796.021170 sec): 3 clusters Score: Raw -12989409.859627 + Penalty 2245.500350 = -12987164.359276 nChanged 2995 SP:Iteration 11Q (15796.188562 sec): 3 clusters Score: Raw -12990746.167395 + Penalty 2245.500350 = -12988500.667044 nChanged 2819 SP:Iteration 12Q (15796.353308 sec): 3 clusters Score: Raw -12991980.613995 + Penalty 2245.500350 = -12989735.113644 nChanged 2737 SP:Iteration 13Q (15796.515784 sec): 3 clusters Score: Raw -12993181.585812 + Penalty 2245.500350 = -12990936.085462 nChanged 2638 SP:Iteration 14Q (15796.676386 sec): 3 clusters Score: Raw -12994413.575757 + Penalty 2245.500350 = -12992168.075407 nChanged 2583 SP:Iteration 15Q (15796.835379 sec): 3 clusters Score: Raw -12995693.886685 + Penalty 2245.500350 = -12993448.386335 nChanged 2419 SP:Iteration 16Q (15796.992718 sec): 3 clusters Score: Raw -12996940.690440 + Penalty 2245.500350 = -12994695.190090 nChanged 2189 SP:Iteration 17Q (15797.147845 sec): 3 clusters Score: Raw -12998117.547444 + Penalty 2245.500350 = -12995872.047094 nChanged 1884 SP:Iteration 18Q (15797.301054 sec): 3 clusters Score: Raw -12999166.815484 + Penalty 2245.500350 = -12996921.315133 nChanged 1692 SP:Iteration 19Q (15797.452109 sec): 3 clusters Score: Raw -13000120.017805 + Penalty 2245.500350 = -12997874.517454 nChanged 1445 SP:Iteration 20F (15797.621368 sec): 3 clusters Score: Raw -13000907.239357 + Penalty 2245.500350 = -12998661.739007 nChanged 1140 SP:Iteration 21Q (15797.768173 sec): 3 clusters Score: Raw -13001506.472449 + Penalty 2245.500350 = -12999260.972099 nChanged 908 SP:Iteration 22Q (15797.913359 sec): 3 clusters Score: Raw -13001969.270669 + Penalty 2245.500350 = -12999723.770319 nChanged 763 SP:Iteration 23Q (15798.057385 sec): 3 clusters Score: Raw -13002334.374371 + Penalty 2245.500350 = -13000088.874021 nChanged 573 SP:Iteration 24Q (15798.198581 sec): 3 clusters Score: Raw -13002586.283588 + Penalty 2245.500350 = -13000340.783238 nChanged 447 SP:Iteration 25Q (15798.338851 sec): 3 clusters Score: Raw -13002763.812409 + Penalty 2245.500350 = -13000518.312058 nChanged 358 SP:Iteration 26Q (15798.478553 sec): 3 clusters Score: Raw -13002896.028825 + Penalty 2245.500350 = -13000650.528475 nChanged 325 SP:Iteration 27Q (15798.617738 sec): 3 clusters Score: Raw -13003005.556704 + Penalty 2245.500350 = -13000760.056353 nChanged 241 SP:Iteration 28Q (15798.756633 sec): 3 clusters Score: Raw -13003074.533529 + Penalty 2245.500350 = -13000829.033179 nChanged 188 SP:Iteration 29Q (15798.895218 sec): 3 clusters Score: Raw -13003123.855835 + Penalty 2245.500350 = -13000878.355485 nChanged 158 SP:Iteration 30Q (15799.033799 sec): 3 clusters Score: Raw -13003164.408097 + Penalty 2245.500350 = -13000918.907747 nChanged 146 SP:Iteration 31Q (15799.172289 sec): 3 clusters Score: Raw -13003205.258533 + Penalty 2245.500350 = -13000959.758183 nChanged 120 SP:Iteration 32Q (15799.310370 sec): 3 clusters Score: Raw -13003241.175775 + Penalty 2245.500350 = -13000995.675425 nChanged 121 SP:Iteration 33Q (15799.448498 sec): 3 clusters Score: Raw -13003280.974388 + Penalty 2245.500350 = -13001035.474037 nChanged 102 SP:Iteration 34Q (15799.586443 sec): 3 clusters Score: Raw -13003311.345010 + Penalty 2245.500350 = -13001065.844659 nChanged 79 SP:Iteration 35Q (15799.724168 sec): 3 clusters Score: Raw -13003331.735127 + Penalty 2245.500350 = -13001086.234776 nChanged 61 SP:Iteration 36Q (15799.871001 sec): 3 clusters Score: Raw -13003345.670183 + Penalty 2245.500350 = -13001100.169832 nChanged 48 SP:Iteration 37Q (15800.008792 sec): 3 clusters Score: Raw -13003357.119749 + Penalty 2245.500350 = -13001111.619398 nChanged 47 SP:Iteration 38Q (15800.146213 sec): 3 clusters Score: Raw -13003367.831844 + Penalty 2245.500350 = -13001122.331493 nChanged 40 SP:Iteration 39Q (15800.283600 sec): 3 clusters Score: Raw -13003378.396172 + Penalty 2245.500350 = -13001132.895821 nChanged 44 SP:Iteration 40F (15800.459821 sec): 3 clusters Score: Raw -13003386.548808 + Penalty 2245.500350 = -13001141.048458 nChanged 36 SP:Iteration 41Q (15800.612386 sec): 3 clusters Score: Raw -13003393.339237 + Penalty 2245.500350 = -13001147.838887 nChanged 30 SP:Iteration 42Q (15800.751565 sec): 3 clusters Score: Raw -13003398.159411 + Penalty 2245.500350 = -13001152.659061 nChanged 23 SP:Iteration 43Q (15800.888926 sec): 3 clusters Score: Raw -13003401.678893 + Penalty 2245.500350 = -13001156.178543 nChanged 12 SP:Iteration 44Q (15801.026100 sec): 3 clusters Score: Raw -13003403.582774 + Penalty 2245.500350 = -13001158.082423 nChanged 13 SP:Iteration 45Q (15801.163310 sec): 3 clusters Score: Raw -13003405.510421 + Penalty 2245.500350 = -13001160.010070 nChanged 7 SP:Iteration 46Q (15801.300639 sec): 3 clusters Score: Raw -13003406.202827 + Penalty 2245.500350 = -13001160.702476 nChanged 4 SP:Iteration 47Q (15801.437807 sec): 3 clusters Score: Raw -13003406.726360 + Penalty 2245.500350 = -13001161.226009 nChanged 2 SP:Iteration 48Q (15801.575024 sec): 3 clusters Score: Raw -13003406.933994 + Penalty 2245.500350 = -13001161.433643 nChanged 2 SP:Iteration 49Q (15801.712147 sec): 3 clusters Score: Raw -13003407.082686 + Penalty 2245.500350 = -13001161.582336 nChanged 0 SP:Iteration 50F (15801.879274 sec): 3 clusters Score: Raw -13003407.082686 + Penalty 2245.500350 = -13001161.582336 nChanged 0 Trying to split cluster 38 (289372 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15802.117027 sec): 2 clusters Score: Raw -27606355.360319 + Penalty 1194.669492 = -27605160.690827 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15802.473686 sec): 3 clusters Score: Raw -27411138.612868 + Penalty 2389.338984 = -27408749.273884 nChanged 142251 SP:Iteration 1F (15802.825467 sec): 3 clusters Score: Raw -27498162.378473 + Penalty 2389.338984 = -27495773.039489 nChanged 9595 SP:Iteration 2Q (15803.199990 sec): 3 clusters Score: Raw -27500603.769556 + Penalty 2389.338984 = -27498214.430572 nChanged 11061 SP:Iteration 3Q (15803.574108 sec): 3 clusters Score: Raw -27504067.484796 + Penalty 2389.338984 = -27501678.145812 nChanged 13129 SP:Iteration 4Q (15803.950249 sec): 3 clusters Score: Raw -27509279.425851 + Penalty 2389.338984 = -27506890.086867 nChanged 15890 SP:Iteration 5F (15804.299964 sec): 3 clusters Score: Raw -27517364.307588 + Penalty 2389.338984 = -27514974.968604 nChanged 18582 SP:Iteration 6F (15804.648662 sec): 3 clusters Score: Raw -27529223.852820 + Penalty 2389.338984 = -27526834.513836 nChanged 19972 SP:Iteration 7F (15804.998547 sec): 3 clusters Score: Raw -27544305.570838 + Penalty 2389.338984 = -27541916.231854 nChanged 19160 SP:Iteration 8F (15805.348585 sec): 3 clusters Score: Raw -27560312.602431 + Penalty 2389.338984 = -27557923.263447 nChanged 15948 SP:Iteration 9F (15805.698117 sec): 3 clusters Score: Raw -27574327.561036 + Penalty 2389.338984 = -27571938.222052 nChanged 11959 SP:Iteration 10Q (15806.045341 sec): 3 clusters Score: Raw -27584964.711690 + Penalty 2389.338984 = -27582575.372706 nChanged 8506 SP:Iteration 11Q (15806.375058 sec): 3 clusters Score: Raw -27592411.664123 + Penalty 2389.338984 = -27590022.325139 nChanged 5886 SP:Iteration 12Q (15806.687955 sec): 3 clusters Score: Raw -27597431.300237 + Penalty 2389.338984 = -27595041.961253 nChanged 3991 SP:Iteration 13Q (15806.988721 sec): 3 clusters Score: Raw -27600720.948503 + Penalty 2389.338984 = -27598331.609519 nChanged 2700 SP:Iteration 14Q (15807.281235 sec): 3 clusters Score: Raw -27602863.111039 + Penalty 2389.338984 = -27600473.772055 nChanged 1753 SP:Iteration 15Q (15807.567163 sec): 3 clusters Score: Raw -27604120.303843 + Penalty 2389.338984 = -27601730.964859 nChanged 1195 SP:Iteration 16Q (15807.850609 sec): 3 clusters Score: Raw -27604904.158425 + Penalty 2389.338984 = -27602514.819441 nChanged 864 SP:Iteration 17Q (15808.132299 sec): 3 clusters Score: Raw -27605439.729735 + Penalty 2389.338984 = -27603050.390751 nChanged 609 SP:Iteration 18Q (15808.413575 sec): 3 clusters Score: Raw -27605802.883740 + Penalty 2389.338984 = -27603413.544756 nChanged 421 SP:Iteration 19Q (15808.713252 sec): 3 clusters Score: Raw -27606043.909331 + Penalty 2389.338984 = -27603654.570347 nChanged 314 SP:Iteration 20F (15809.057240 sec): 3 clusters Score: Raw -27606215.805313 + Penalty 2389.338984 = -27603826.466329 nChanged 215 SP:Iteration 21Q (15809.336681 sec): 3 clusters Score: Raw -27606322.184323 + Penalty 2389.338984 = -27603932.845339 nChanged 156 SP:Iteration 22Q (15809.616253 sec): 3 clusters Score: Raw -27606397.664653 + Penalty 2389.338984 = -27604008.325669 nChanged 129 SP:Iteration 23Q (15809.895609 sec): 3 clusters Score: Raw -27606463.905920 + Penalty 2389.338984 = -27604074.566936 nChanged 123 SP:Iteration 24Q (15810.175026 sec): 3 clusters Score: Raw -27606516.838279 + Penalty 2389.338984 = -27604127.499295 nChanged 86 SP:Iteration 25Q (15810.456793 sec): 3 clusters Score: Raw -27606551.616206 + Penalty 2389.338984 = -27604162.277222 nChanged 57 SP:Iteration 26Q (15810.736257 sec): 3 clusters Score: Raw -27606576.720689 + Penalty 2389.338984 = -27604187.381705 nChanged 46 SP:Iteration 27Q (15811.015413 sec): 3 clusters Score: Raw -27606600.935244 + Penalty 2389.338984 = -27604211.596260 nChanged 51 SP:Iteration 28Q (15811.294396 sec): 3 clusters Score: Raw -27606618.730452 + Penalty 2389.338984 = -27604229.391468 nChanged 41 SP:Iteration 29Q (15811.573444 sec): 3 clusters Score: Raw -27606629.764136 + Penalty 2389.338984 = -27604240.425152 nChanged 34 SP:Iteration 30Q (15811.852319 sec): 3 clusters Score: Raw -27606641.635203 + Penalty 2389.338984 = -27604252.296219 nChanged 15 SP:Iteration 31Q (15812.131444 sec): 3 clusters Score: Raw -27606646.038523 + Penalty 2389.338984 = -27604256.699539 nChanged 11 SP:Iteration 32Q (15812.409691 sec): 3 clusters Score: Raw -27606649.026663 + Penalty 2389.338984 = -27604259.687680 nChanged 8 SP:Iteration 33Q (15812.688693 sec): 3 clusters Score: Raw -27606652.130778 + Penalty 2389.338984 = -27604262.791795 nChanged 14 SP:Iteration 34Q (15812.967083 sec): 3 clusters Score: Raw -27606655.074993 + Penalty 2389.338984 = -27604265.736009 nChanged 8 SP:Iteration 35Q (15813.245726 sec): 3 clusters Score: Raw -27606656.690572 + Penalty 2389.338984 = -27604267.351588 nChanged 5 SP:Iteration 36Q (15813.528436 sec): 3 clusters Score: Raw -27606657.706736 + Penalty 2389.338984 = -27604268.367752 nChanged 6 SP:Iteration 37Q (15813.808620 sec): 3 clusters Score: Raw -27606658.602822 + Penalty 2389.338984 = -27604269.263838 nChanged 4 SP:Iteration 38Q (15814.088628 sec): 3 clusters Score: Raw -27606659.492766 + Penalty 2389.338984 = -27604270.153782 nChanged 5 SP:Iteration 39Q (15814.367596 sec): 3 clusters Score: Raw -27606660.364512 + Penalty 2389.338984 = -27604271.025528 nChanged 5 SP:Iteration 40F (15814.711746 sec): 3 clusters Score: Raw -27606661.970349 + Penalty 2389.338984 = -27604272.631365 nChanged 10 SP:Iteration 41Q (15814.991833 sec): 3 clusters Score: Raw -27606664.933543 + Penalty 2389.338984 = -27604275.594559 nChanged 7 SP:Iteration 42Q (15815.270485 sec): 3 clusters Score: Raw -27606666.043966 + Penalty 2389.338984 = -27604276.704982 nChanged 6 SP:Iteration 43Q (15815.549624 sec): 3 clusters Score: Raw -27606667.444151 + Penalty 2389.338984 = -27604278.105167 nChanged 2 SP:Iteration 44Q (15815.828202 sec): 3 clusters Score: Raw -27606667.982833 + Penalty 2389.338984 = -27604278.643849 nChanged 3 SP:Iteration 45Q (15816.107284 sec): 3 clusters Score: Raw -27606668.663598 + Penalty 2389.338984 = -27604279.324614 nChanged 6 SP:Iteration 46Q (15816.385961 sec): 3 clusters Score: Raw -27606669.748894 + Penalty 2389.338984 = -27604280.409910 nChanged 3 SP:Iteration 47Q (15816.668813 sec): 3 clusters Score: Raw -27606670.884086 + Penalty 2389.338984 = -27604281.545102 nChanged 3 SP:Iteration 48Q (15816.949281 sec): 3 clusters Score: Raw -27606671.297571 + Penalty 2389.338984 = -27604281.958587 nChanged 2 SP:Iteration 49Q (15817.228446 sec): 3 clusters Score: Raw -27606672.069315 + Penalty 2389.338984 = -27604282.730331 nChanged 5 SP:Iteration 50Q (15817.507190 sec): 3 clusters Score: Raw -27606673.307973 + Penalty 2389.338984 = -27604283.968990 nChanged 5 SP:Iteration 51Q (15817.785963 sec): 3 clusters Score: Raw -27606674.485976 + Penalty 2389.338984 = -27604285.146992 nChanged 5 SP:Iteration 52Q (15818.063770 sec): 3 clusters Score: Raw -27606675.191333 + Penalty 2389.338984 = -27604285.852349 nChanged 2 SP:Iteration 53Q (15818.342223 sec): 3 clusters Score: Raw -27606675.494054 + Penalty 2389.338984 = -27604286.155070 nChanged 3 SP:Iteration 54Q (15818.630342 sec): 3 clusters Score: Raw -27606675.958282 + Penalty 2389.338984 = -27604286.619298 nChanged 3 SP:Iteration 55Q (15818.911454 sec): 3 clusters Score: Raw -27606677.003428 + Penalty 2389.338984 = -27604287.664444 nChanged 5 SP:Iteration 56Q (15819.190754 sec): 3 clusters Score: Raw -27606678.674732 + Penalty 2389.338984 = -27604289.335748 nChanged 8 SP:Iteration 57Q (15819.470107 sec): 3 clusters Score: Raw -27606680.794963 + Penalty 2389.338984 = -27604291.455979 nChanged 12 SP:Iteration 58Q (15819.751525 sec): 3 clusters Score: Raw -27606683.510375 + Penalty 2389.338984 = -27604294.171391 nChanged 9 SP:Iteration 59Q (15820.030662 sec): 3 clusters Score: Raw -27606686.051071 + Penalty 2389.338984 = -27604296.712087 nChanged 8 SP:Iteration 60F (15820.375414 sec): 3 clusters Score: Raw -27606688.391042 + Penalty 2389.338984 = -27604299.052059 nChanged 7 SP:Iteration 61Q (15820.654169 sec): 3 clusters Score: Raw -27606691.478240 + Penalty 2389.338984 = -27604302.139256 nChanged 8 SP:Iteration 62Q (15820.933125 sec): 3 clusters Score: Raw -27606693.347260 + Penalty 2389.338984 = -27604304.008276 nChanged 2 SP:Iteration 63Q (15821.211968 sec): 3 clusters Score: Raw -27606693.834656 + Penalty 2389.338984 = -27604304.495673 nChanged 4 SP:Iteration 64Q (15821.490804 sec): 3 clusters Score: Raw -27606694.759743 + Penalty 2389.338984 = -27604305.420759 nChanged 3 SP:Iteration 65Q (15821.769470 sec): 3 clusters Score: Raw -27606695.268464 + Penalty 2389.338984 = -27604305.929480 nChanged 2 SP:Iteration 66Q (15822.048112 sec): 3 clusters Score: Raw -27606695.604323 + Penalty 2389.338984 = -27604306.265339 nChanged 0 SP:Iteration 67F (15822.392377 sec): 3 clusters Score: Raw -27606695.604323 + Penalty 2389.338984 = -27604306.265339 nChanged 0 Iteration 459Q (15831.080247 sec): 39 clusters Score: Raw -89558866.155308 + Penalty 49805.239891 = -89509060.915417 nChanged 0 Iteration 460F (15848.930604 sec): 39 clusters Score: Raw -89558866.155308 + Penalty 49805.239891 = -89509060.915417 nChanged 0 Compute initial score before splitting: Score: Raw -89558866.155308 + Penalty 49805.239891 = -89509060.915417 Trying to split cluster 1 (1011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15849.045521 sec): 2 clusters Score: Raw -102861.433230 + Penalty 657.276046 = -102204.157185 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15849.050083 sec): 3 clusters Score: Raw -102442.284951 + Penalty 1314.552092 = -101127.732860 nChanged 347 SP:Iteration 1F (15849.054207 sec): 3 clusters Score: Raw -102675.086638 + Penalty 1314.552092 = -101360.534547 nChanged 85 SP:Iteration 2F (15849.058337 sec): 3 clusters Score: Raw -102757.898657 + Penalty 1314.552092 = -101443.346565 nChanged 56 SP:Iteration 3F (15849.062416 sec): 3 clusters Score: Raw -102810.441501 + Penalty 1314.552092 = -101495.889410 nChanged 35 SP:Iteration 4Q (15849.066546 sec): 3 clusters Score: Raw -102834.544056 + Penalty 1314.552092 = -101519.991965 nChanged 31 SP:Iteration 5Q (15849.070643 sec): 3 clusters Score: Raw -102860.464054 + Penalty 1314.552092 = -101545.911962 nChanged 23 SP:Iteration 6Q (15849.074718 sec): 3 clusters Score: Raw -102880.030679 + Penalty 1314.552092 = -101565.478587 nChanged 13 SP:Iteration 7Q (15849.078814 sec): 3 clusters Score: Raw -102892.522023 + Penalty 1314.552092 = -101577.969932 nChanged 10 SP:Iteration 8Q (15849.082837 sec): 3 clusters Score: Raw -102903.630617 + Penalty 1314.552092 = -101589.078526 nChanged 9 SP:Iteration 9Q (15849.086911 sec): 3 clusters Score: Raw -102910.681109 + Penalty 1314.552092 = -101596.129017 nChanged 10 SP:Iteration 10Q (15849.090978 sec): 3 clusters Score: Raw -102922.405995 + Penalty 1314.552092 = -101607.853904 nChanged 9 SP:Iteration 11Q (15849.095074 sec): 3 clusters Score: Raw -102930.198737 + Penalty 1314.552092 = -101615.646645 nChanged 7 SP:Iteration 12Q (15849.099123 sec): 3 clusters Score: Raw -102935.961563 + Penalty 1314.552092 = -101621.409471 nChanged 8 SP:Iteration 13Q (15849.103169 sec): 3 clusters Score: Raw -102944.953445 + Penalty 1314.552092 = -101630.401354 nChanged 9 SP:Iteration 14Q (15849.107184 sec): 3 clusters Score: Raw -102952.014038 + Penalty 1314.552092 = -101637.461946 nChanged 8 SP:Iteration 15Q (15849.111233 sec): 3 clusters Score: Raw -102958.663465 + Penalty 1314.552092 = -101644.111374 nChanged 8 SP:Iteration 16Q (15849.115285 sec): 3 clusters Score: Raw -102965.388137 + Penalty 1314.552092 = -101650.836046 nChanged 6 SP:Iteration 17Q (15849.119321 sec): 3 clusters Score: Raw -102970.735904 + Penalty 1314.552092 = -101656.183813 nChanged 8 SP:Iteration 18Q (15849.123323 sec): 3 clusters Score: Raw -102979.051522 + Penalty 1314.552092 = -101664.499431 nChanged 5 SP:Iteration 19Q (15849.127378 sec): 3 clusters Score: Raw -102982.483566 + Penalty 1314.552092 = -101667.931475 nChanged 3 SP:Iteration 20F (15849.131468 sec): 3 clusters Score: Raw -102984.897119 + Penalty 1314.552092 = -101670.345027 nChanged 2 SP:Iteration 21Q (15849.135469 sec): 3 clusters Score: Raw -102986.791467 + Penalty 1314.552092 = -101672.239375 nChanged 5 SP:Iteration 22Q (15849.139416 sec): 3 clusters Score: Raw -102989.592136 + Penalty 1314.552092 = -101675.040045 nChanged 3 SP:Iteration 23Q (15849.143389 sec): 3 clusters Score: Raw -102990.174531 + Penalty 1314.552092 = -101675.622440 nChanged 0 SP:Iteration 24F (15849.147471 sec): 3 clusters Score: Raw -102990.174531 + Penalty 1314.552092 = -101675.622440 nChanged 0 Trying to split cluster 2 (699 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15849.162321 sec): 2 clusters Score: Raw -71114.417031 + Penalty 622.216821 = -70492.200211 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15849.165692 sec): 3 clusters Score: Raw -70867.443547 + Penalty 1244.433641 = -69623.009906 nChanged 204 SP:Iteration 1F (15849.168692 sec): 3 clusters Score: Raw -71046.039507 + Penalty 1244.433641 = -69801.605866 nChanged 52 SP:Iteration 2F (15849.171673 sec): 3 clusters Score: Raw -71091.862470 + Penalty 1244.433641 = -69847.428829 nChanged 27 SP:Iteration 3Q (15849.174682 sec): 3 clusters Score: Raw -71117.401376 + Penalty 1244.433641 = -69872.967735 nChanged 17 SP:Iteration 4Q (15849.177678 sec): 3 clusters Score: Raw -71128.281197 + Penalty 1244.433641 = -69883.847556 nChanged 11 SP:Iteration 5Q (15849.180721 sec): 3 clusters Score: Raw -71136.484815 + Penalty 1244.433641 = -69892.051174 nChanged 11 SP:Iteration 6Q (15849.183713 sec): 3 clusters Score: Raw -71147.114929 + Penalty 1244.433641 = -69902.681288 nChanged 6 SP:Iteration 7Q (15849.186703 sec): 3 clusters Score: Raw -71150.468236 + Penalty 1244.433641 = -69906.034595 nChanged 5 SP:Iteration 8Q (15849.189705 sec): 3 clusters Score: Raw -71154.431120 + Penalty 1244.433641 = -69909.997479 nChanged 2 SP:Iteration 9Q (15849.192719 sec): 3 clusters Score: Raw -71155.203590 + Penalty 1244.433641 = -69910.769949 nChanged 1 SP:Iteration 10Q (15849.195700 sec): 3 clusters Score: Raw -71155.850494 + Penalty 1244.433641 = -69911.416853 nChanged 1 SP:Iteration 11Q (15849.198667 sec): 3 clusters Score: Raw -71156.115794 + Penalty 1244.433641 = -69911.682153 nChanged 0 SP:Iteration 12F (15849.201662 sec): 3 clusters Score: Raw -71156.115794 + Penalty 1244.433641 = -69911.682153 nChanged 0 Trying to split cluster 3 (25293 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15849.238595 sec): 2 clusters Score: Raw -2232758.514890 + Penalty 963.136881 = -2231795.378009 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15849.282604 sec): 3 clusters Score: Raw -2216783.395277 + Penalty 1926.273762 = -2214857.121515 nChanged 11888 SP:Iteration 1F (15849.323642 sec): 3 clusters Score: Raw -2223792.270673 + Penalty 1926.273762 = -2221865.996911 nChanged 1387 SP:Iteration 2F (15849.365107 sec): 3 clusters Score: Raw -2224527.876138 + Penalty 1926.273762 = -2222601.602376 nChanged 1608 SP:Iteration 3F (15849.440271 sec): 3 clusters Score: Raw -2225610.873826 + Penalty 1926.273762 = -2223684.600064 nChanged 1834 SP:Iteration 4F (15849.493347 sec): 3 clusters Score: Raw -2227003.735471 + Penalty 1926.273762 = -2225077.461709 nChanged 1933 SP:Iteration 5F (15849.534378 sec): 3 clusters Score: Raw -2228402.705159 + Penalty 1926.273762 = -2226476.431397 nChanged 1780 SP:Iteration 6F (15849.575679 sec): 3 clusters Score: Raw -2229611.076643 + Penalty 1926.273762 = -2227684.802882 nChanged 1432 SP:Iteration 7F (15849.617055 sec): 3 clusters Score: Raw -2230454.651560 + Penalty 1926.273762 = -2228528.377798 nChanged 1089 SP:Iteration 8Q (15849.658592 sec): 3 clusters Score: Raw -2231026.543759 + Penalty 1926.273762 = -2229100.269997 nChanged 832 SP:Iteration 9Q (15849.699624 sec): 3 clusters Score: Raw -2231451.800908 + Penalty 1926.273762 = -2229525.527146 nChanged 631 SP:Iteration 10Q (15849.740597 sec): 3 clusters Score: Raw -2231753.364570 + Penalty 1926.273762 = -2229827.090808 nChanged 495 SP:Iteration 11Q (15849.781585 sec): 3 clusters Score: Raw -2231998.179607 + Penalty 1926.273762 = -2230071.905845 nChanged 424 SP:Iteration 12Q (15849.822481 sec): 3 clusters Score: Raw -2232237.473159 + Penalty 1926.273762 = -2230311.199398 nChanged 346 SP:Iteration 13Q (15849.863235 sec): 3 clusters Score: Raw -2232416.844235 + Penalty 1926.273762 = -2230490.570473 nChanged 307 SP:Iteration 14Q (15849.904017 sec): 3 clusters Score: Raw -2232558.715641 + Penalty 1926.273762 = -2230632.441879 nChanged 298 SP:Iteration 15Q (15849.944456 sec): 3 clusters Score: Raw -2232666.501630 + Penalty 1926.273762 = -2230740.227869 nChanged 294 SP:Iteration 16Q (15849.984562 sec): 3 clusters Score: Raw -2232758.079972 + Penalty 1926.273762 = -2230831.806210 nChanged 261 SP:Iteration 17Q (15850.024398 sec): 3 clusters Score: Raw -2232828.469417 + Penalty 1926.273762 = -2230902.195655 nChanged 253 SP:Iteration 18Q (15850.063830 sec): 3 clusters Score: Raw -2232889.602088 + Penalty 1926.273762 = -2230963.328326 nChanged 223 SP:Iteration 19Q (15850.103034 sec): 3 clusters Score: Raw -2232941.456899 + Penalty 1926.273762 = -2231015.183138 nChanged 194 SP:Iteration 20F (15850.144504 sec): 3 clusters Score: Raw -2232980.316079 + Penalty 1926.273762 = -2231054.042318 nChanged 165 SP:Iteration 21Q (15850.183648 sec): 3 clusters Score: Raw -2233010.208672 + Penalty 1926.273762 = -2231083.934910 nChanged 159 SP:Iteration 22Q (15850.222511 sec): 3 clusters Score: Raw -2233039.589008 + Penalty 1926.273762 = -2231113.315246 nChanged 158 SP:Iteration 23Q (15850.261033 sec): 3 clusters Score: Raw -2233070.325479 + Penalty 1926.273762 = -2231144.051718 nChanged 147 SP:Iteration 24Q (15850.299447 sec): 3 clusters Score: Raw -2233097.674381 + Penalty 1926.273762 = -2231171.400619 nChanged 135 SP:Iteration 25Q (15850.337784 sec): 3 clusters Score: Raw -2233117.494619 + Penalty 1926.273762 = -2231191.220858 nChanged 110 SP:Iteration 26Q (15850.376099 sec): 3 clusters Score: Raw -2233133.990114 + Penalty 1926.273762 = -2231207.716352 nChanged 115 SP:Iteration 27Q (15850.414031 sec): 3 clusters Score: Raw -2233152.529341 + Penalty 1926.273762 = -2231226.255579 nChanged 113 SP:Iteration 28Q (15850.452062 sec): 3 clusters Score: Raw -2233171.066146 + Penalty 1926.273762 = -2231244.792384 nChanged 97 SP:Iteration 29Q (15850.489909 sec): 3 clusters Score: Raw -2233187.031300 + Penalty 1926.273762 = -2231260.757538 nChanged 106 SP:Iteration 30Q (15850.527601 sec): 3 clusters Score: Raw -2233205.341201 + Penalty 1926.273762 = -2231279.067439 nChanged 119 SP:Iteration 31Q (15850.565425 sec): 3 clusters Score: Raw -2233229.498576 + Penalty 1926.273762 = -2231303.224814 nChanged 125 SP:Iteration 32Q (15850.602949 sec): 3 clusters Score: Raw -2233255.595237 + Penalty 1926.273762 = -2231329.321476 nChanged 131 SP:Iteration 33Q (15850.640503 sec): 3 clusters Score: Raw -2233282.854846 + Penalty 1926.273762 = -2231356.581084 nChanged 130 SP:Iteration 34Q (15850.677925 sec): 3 clusters Score: Raw -2233308.725497 + Penalty 1926.273762 = -2231382.451736 nChanged 129 SP:Iteration 35Q (15850.715196 sec): 3 clusters Score: Raw -2233334.048553 + Penalty 1926.273762 = -2231407.774792 nChanged 116 SP:Iteration 36Q (15850.752361 sec): 3 clusters Score: Raw -2233355.448791 + Penalty 1926.273762 = -2231429.175030 nChanged 110 SP:Iteration 37Q (15850.789413 sec): 3 clusters Score: Raw -2233375.315883 + Penalty 1926.273762 = -2231449.042121 nChanged 93 SP:Iteration 38Q (15850.826535 sec): 3 clusters Score: Raw -2233390.807614 + Penalty 1926.273762 = -2231464.533852 nChanged 97 SP:Iteration 39Q (15850.863402 sec): 3 clusters Score: Raw -2233407.590111 + Penalty 1926.273762 = -2231481.316350 nChanged 91 SP:Iteration 40F (15850.904497 sec): 3 clusters Score: Raw -2233423.593901 + Penalty 1926.273762 = -2231497.320139 nChanged 98 SP:Iteration 41Q (15850.941618 sec): 3 clusters Score: Raw -2233439.874214 + Penalty 1926.273762 = -2231513.600452 nChanged 91 SP:Iteration 42Q (15850.978522 sec): 3 clusters Score: Raw -2233456.260859 + Penalty 1926.273762 = -2231529.987097 nChanged 92 SP:Iteration 43Q (15851.015491 sec): 3 clusters Score: Raw -2233475.103771 + Penalty 1926.273762 = -2231548.830009 nChanged 86 SP:Iteration 44Q (15851.052441 sec): 3 clusters Score: Raw -2233492.580867 + Penalty 1926.273762 = -2231566.307105 nChanged 86 SP:Iteration 45Q (15851.089361 sec): 3 clusters Score: Raw -2233507.837903 + Penalty 1926.273762 = -2231581.564142 nChanged 78 SP:Iteration 46Q (15851.126083 sec): 3 clusters Score: Raw -2233522.409583 + Penalty 1926.273762 = -2231596.135822 nChanged 71 SP:Iteration 47Q (15851.162650 sec): 3 clusters Score: Raw -2233534.414539 + Penalty 1926.273762 = -2231608.140777 nChanged 68 SP:Iteration 48Q (15851.199260 sec): 3 clusters Score: Raw -2233547.362523 + Penalty 1926.273762 = -2231621.088761 nChanged 65 SP:Iteration 49Q (15851.235767 sec): 3 clusters Score: Raw -2233558.180779 + Penalty 1926.273762 = -2231631.907017 nChanged 61 SP:Iteration 50Q (15851.272253 sec): 3 clusters Score: Raw -2233568.131397 + Penalty 1926.273762 = -2231641.857635 nChanged 69 SP:Iteration 51Q (15851.308772 sec): 3 clusters Score: Raw -2233581.654259 + Penalty 1926.273762 = -2231655.380497 nChanged 71 SP:Iteration 52Q (15851.345058 sec): 3 clusters Score: Raw -2233594.756970 + Penalty 1926.273762 = -2231668.483208 nChanged 74 SP:Iteration 53Q (15851.381369 sec): 3 clusters Score: Raw -2233606.605067 + Penalty 1926.273762 = -2231680.331305 nChanged 56 SP:Iteration 54Q (15851.417607 sec): 3 clusters Score: Raw -2233614.893433 + Penalty 1926.273762 = -2231688.619671 nChanged 43 SP:Iteration 55Q (15851.453858 sec): 3 clusters Score: Raw -2233621.702181 + Penalty 1926.273762 = -2231695.428419 nChanged 41 SP:Iteration 56Q (15851.489904 sec): 3 clusters Score: Raw -2233626.838029 + Penalty 1926.273762 = -2231700.564268 nChanged 30 SP:Iteration 57Q (15851.526041 sec): 3 clusters Score: Raw -2233630.319283 + Penalty 1926.273762 = -2231704.045521 nChanged 19 SP:Iteration 58Q (15851.570186 sec): 3 clusters Score: Raw -2233631.674988 + Penalty 1926.273762 = -2231705.401226 nChanged 14 SP:Iteration 59Q (15851.612666 sec): 3 clusters Score: Raw -2233633.172478 + Penalty 1926.273762 = -2231706.898717 nChanged 18 SP:Iteration 60F (15851.653510 sec): 3 clusters Score: Raw -2233635.168197 + Penalty 1926.273762 = -2231708.894435 nChanged 21 SP:Iteration 61Q (15851.689709 sec): 3 clusters Score: Raw -2233637.515839 + Penalty 1926.273762 = -2231711.242077 nChanged 16 SP:Iteration 62Q (15851.725823 sec): 3 clusters Score: Raw -2233639.130802 + Penalty 1926.273762 = -2231712.857040 nChanged 16 SP:Iteration 63Q (15851.762021 sec): 3 clusters Score: Raw -2233640.861697 + Penalty 1926.273762 = -2231714.587935 nChanged 16 SP:Iteration 64Q (15851.798183 sec): 3 clusters Score: Raw -2233643.253152 + Penalty 1926.273762 = -2231716.979391 nChanged 18 SP:Iteration 65Q (15851.834289 sec): 3 clusters Score: Raw -2233646.248823 + Penalty 1926.273762 = -2231719.975061 nChanged 20 SP:Iteration 66Q (15851.870281 sec): 3 clusters Score: Raw -2233648.413063 + Penalty 1926.273762 = -2231722.139301 nChanged 18 SP:Iteration 67Q (15851.906314 sec): 3 clusters Score: Raw -2233650.193170 + Penalty 1926.273762 = -2231723.919408 nChanged 21 SP:Iteration 68Q (15851.942312 sec): 3 clusters Score: Raw -2233652.610091 + Penalty 1926.273762 = -2231726.336329 nChanged 15 SP:Iteration 69Q (15851.978232 sec): 3 clusters Score: Raw -2233654.247017 + Penalty 1926.273762 = -2231727.973255 nChanged 15 SP:Iteration 70Q (15852.014213 sec): 3 clusters Score: Raw -2233656.051139 + Penalty 1926.273762 = -2231729.777377 nChanged 9 SP:Iteration 71Q (15852.050286 sec): 3 clusters Score: Raw -2233656.837633 + Penalty 1926.273762 = -2231730.563871 nChanged 6 SP:Iteration 72Q (15852.086201 sec): 3 clusters Score: Raw -2233657.226757 + Penalty 1926.273762 = -2231730.952996 nChanged 3 SP:Iteration 73Q (15852.122071 sec): 3 clusters Score: Raw -2233657.491699 + Penalty 1926.273762 = -2231731.217938 nChanged 3 SP:Iteration 74Q (15852.158146 sec): 3 clusters Score: Raw -2233657.706384 + Penalty 1926.273762 = -2231731.432622 nChanged 3 SP:Iteration 75Q (15852.194055 sec): 3 clusters Score: Raw -2233657.865281 + Penalty 1926.273762 = -2231731.591519 nChanged 6 SP:Iteration 76Q (15852.229963 sec): 3 clusters Score: Raw -2233658.280946 + Penalty 1926.273762 = -2231732.007184 nChanged 6 SP:Iteration 77Q (15852.265818 sec): 3 clusters Score: Raw -2233658.548825 + Penalty 1926.273762 = -2231732.275063 nChanged 4 SP:Iteration 78Q (15852.301723 sec): 3 clusters Score: Raw -2233658.721346 + Penalty 1926.273762 = -2231732.447585 nChanged 3 SP:Iteration 79Q (15852.337641 sec): 3 clusters Score: Raw -2233658.830937 + Penalty 1926.273762 = -2231732.557175 nChanged 2 SP:Iteration 80F (15852.378971 sec): 3 clusters Score: Raw -2233658.958806 + Penalty 1926.273762 = -2231732.685045 nChanged 0 Trying to split cluster 4 (9626 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15852.399214 sec): 2 clusters Score: Raw -911053.021745 + Penalty 871.361190 = -910181.660556 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15852.423844 sec): 3 clusters Score: Raw -905358.408282 + Penalty 1742.722379 = -903615.685902 nChanged 4302 SP:Iteration 1F (15852.447525 sec): 3 clusters Score: Raw -907718.463767 + Penalty 1742.722379 = -905975.741387 nChanged 530 SP:Iteration 2F (15852.471428 sec): 3 clusters Score: Raw -907906.125244 + Penalty 1742.722379 = -906163.402864 nChanged 439 SP:Iteration 3Q (15852.495339 sec): 3 clusters Score: Raw -908094.737313 + Penalty 1742.722379 = -906352.014934 nChanged 508 SP:Iteration 4F (15852.519318 sec): 3 clusters Score: Raw -908362.627267 + Penalty 1742.722379 = -906619.904887 nChanged 559 SP:Iteration 5F (15852.543078 sec): 3 clusters Score: Raw -908699.127448 + Penalty 1742.722379 = -906956.405068 nChanged 623 SP:Iteration 6F (15852.566687 sec): 3 clusters Score: Raw -909144.115419 + Penalty 1742.722379 = -907401.393039 nChanged 654 SP:Iteration 7F (15852.590530 sec): 3 clusters Score: Raw -909704.330255 + Penalty 1742.722379 = -907961.607876 nChanged 608 SP:Iteration 8F (15852.614471 sec): 3 clusters Score: Raw -910264.535430 + Penalty 1742.722379 = -908521.813050 nChanged 412 SP:Iteration 9Q (15852.637721 sec): 3 clusters Score: Raw -910627.342985 + Penalty 1742.722379 = -908884.620605 nChanged 243 SP:Iteration 10Q (15852.660817 sec): 3 clusters Score: Raw -910843.759361 + Penalty 1742.722379 = -909101.036982 nChanged 142 SP:Iteration 11Q (15852.683381 sec): 3 clusters Score: Raw -910990.656375 + Penalty 1742.722379 = -909247.933995 nChanged 70 SP:Iteration 12Q (15852.705488 sec): 3 clusters Score: Raw -911056.748597 + Penalty 1742.722379 = -909314.026218 nChanged 41 SP:Iteration 13Q (15852.727298 sec): 3 clusters Score: Raw -911090.891822 + Penalty 1742.722379 = -909348.169442 nChanged 29 SP:Iteration 14Q (15852.749082 sec): 3 clusters Score: Raw -911116.955768 + Penalty 1742.722379 = -909374.233388 nChanged 21 SP:Iteration 15Q (15852.770728 sec): 3 clusters Score: Raw -911137.366013 + Penalty 1742.722379 = -909394.643633 nChanged 15 SP:Iteration 16Q (15852.792506 sec): 3 clusters Score: Raw -911153.349121 + Penalty 1742.722379 = -909410.626742 nChanged 11 SP:Iteration 17Q (15852.814086 sec): 3 clusters Score: Raw -911161.727146 + Penalty 1742.722379 = -909419.004766 nChanged 6 SP:Iteration 18Q (15852.835775 sec): 3 clusters Score: Raw -911165.972087 + Penalty 1742.722379 = -909423.249707 nChanged 3 SP:Iteration 19Q (15852.857358 sec): 3 clusters Score: Raw -911167.513298 + Penalty 1742.722379 = -909424.790918 nChanged 2 SP:Iteration 20F (15852.880905 sec): 3 clusters Score: Raw -911169.015877 + Penalty 1742.722379 = -909426.293497 nChanged 1 SP:Iteration 21Q (15852.902407 sec): 3 clusters Score: Raw -911169.209493 + Penalty 1742.722379 = -909426.487114 nChanged 0 SP:Iteration 22F (15852.926113 sec): 3 clusters Score: Raw -911169.209493 + Penalty 1742.722379 = -909426.487114 nChanged 0 Trying to split cluster 5 (47043 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15852.985377 sec): 2 clusters Score: Raw -4105548.155770 + Penalty 1022.087649 = -4104526.068121 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15853.056353 sec): 3 clusters Score: Raw -4075234.075581 + Penalty 2044.175298 = -4073189.900283 nChanged 22391 SP:Iteration 1F (15853.119291 sec): 3 clusters Score: Raw -4089135.434906 + Penalty 2044.175298 = -4087091.259608 nChanged 2566 SP:Iteration 2F (15853.182767 sec): 3 clusters Score: Raw -4090276.957583 + Penalty 2044.175298 = -4088232.782286 nChanged 3003 SP:Iteration 3F (15853.245517 sec): 3 clusters Score: Raw -4092001.273341 + Penalty 2044.175298 = -4089957.098043 nChanged 3455 SP:Iteration 4F (15853.308371 sec): 3 clusters Score: Raw -4094479.951405 + Penalty 2044.175298 = -4092435.776107 nChanged 3534 SP:Iteration 5F (15853.371418 sec): 3 clusters Score: Raw -4097410.091719 + Penalty 2044.175298 = -4095365.916422 nChanged 3242 SP:Iteration 6F (15853.434317 sec): 3 clusters Score: Raw -4100495.596300 + Penalty 2044.175298 = -4098451.421002 nChanged 2468 SP:Iteration 7F (15853.497327 sec): 3 clusters Score: Raw -4102872.506941 + Penalty 2044.175298 = -4100828.331644 nChanged 1552 SP:Iteration 8Q (15853.560385 sec): 3 clusters Score: Raw -4104316.982571 + Penalty 2044.175298 = -4102272.807273 nChanged 912 SP:Iteration 9Q (15853.619089 sec): 3 clusters Score: Raw -4105099.556074 + Penalty 2044.175298 = -4103055.380777 nChanged 533 SP:Iteration 10Q (15853.674666 sec): 3 clusters Score: Raw -4105513.210700 + Penalty 2044.175298 = -4103469.035402 nChanged 297 SP:Iteration 11Q (15853.728646 sec): 3 clusters Score: Raw -4105736.292762 + Penalty 2044.175298 = -4103692.117464 nChanged 180 SP:Iteration 12Q (15853.781856 sec): 3 clusters Score: Raw -4105883.922302 + Penalty 2044.175298 = -4103839.747004 nChanged 127 SP:Iteration 13Q (15853.834654 sec): 3 clusters Score: Raw -4105975.334762 + Penalty 2044.175298 = -4103931.159464 nChanged 79 SP:Iteration 14Q (15853.887326 sec): 3 clusters Score: Raw -4106035.081583 + Penalty 2044.175298 = -4103990.906285 nChanged 72 SP:Iteration 15Q (15853.955244 sec): 3 clusters Score: Raw -4106077.977614 + Penalty 2044.175298 = -4104033.802317 nChanged 43 SP:Iteration 16Q (15854.007461 sec): 3 clusters Score: Raw -4106095.707051 + Penalty 2044.175298 = -4104051.531754 nChanged 28 SP:Iteration 17Q (15854.059923 sec): 3 clusters Score: Raw -4106107.200954 + Penalty 2044.175298 = -4104063.025656 nChanged 25 SP:Iteration 18Q (15854.112173 sec): 3 clusters Score: Raw -4106119.760295 + Penalty 2044.175298 = -4104075.584997 nChanged 30 SP:Iteration 19Q (15854.164477 sec): 3 clusters Score: Raw -4106130.726229 + Penalty 2044.175298 = -4104086.550932 nChanged 24 SP:Iteration 20F (15854.225783 sec): 3 clusters Score: Raw -4106139.343889 + Penalty 2044.175298 = -4104095.168592 nChanged 19 SP:Iteration 21Q (15854.279396 sec): 3 clusters Score: Raw -4106144.070200 + Penalty 2044.175298 = -4104099.894902 nChanged 15 SP:Iteration 22Q (15854.331810 sec): 3 clusters Score: Raw -4106146.986864 + Penalty 2044.175298 = -4104102.811567 nChanged 11 SP:Iteration 23Q (15854.384162 sec): 3 clusters Score: Raw -4106150.041305 + Penalty 2044.175298 = -4104105.866007 nChanged 12 SP:Iteration 24Q (15854.436429 sec): 3 clusters Score: Raw -4106152.748359 + Penalty 2044.175298 = -4104108.573062 nChanged 4 SP:Iteration 25Q (15854.488808 sec): 3 clusters Score: Raw -4106153.551380 + Penalty 2044.175298 = -4104109.376083 nChanged 3 SP:Iteration 26Q (15854.550083 sec): 3 clusters Score: Raw -4106153.956354 + Penalty 2044.175298 = -4104109.781057 nChanged 1 SP:Iteration 27Q (15854.602730 sec): 3 clusters Score: Raw -4106154.607992 + Penalty 2044.175298 = -4104110.432695 nChanged 2 SP:Iteration 28Q (15854.655101 sec): 3 clusters Score: Raw -4106155.072296 + Penalty 2044.175298 = -4104110.896998 nChanged 4 SP:Iteration 29Q (15854.707536 sec): 3 clusters Score: Raw -4106156.483393 + Penalty 2044.175298 = -4104112.308095 nChanged 5 SP:Iteration 30Q (15854.759796 sec): 3 clusters Score: Raw -4106157.130489 + Penalty 2044.175298 = -4104112.955192 nChanged 4 SP:Iteration 31Q (15854.812081 sec): 3 clusters Score: Raw -4106158.571604 + Penalty 2044.175298 = -4104114.396306 nChanged 5 SP:Iteration 32Q (15854.864253 sec): 3 clusters Score: Raw -4106160.550096 + Penalty 2044.175298 = -4104116.374798 nChanged 5 SP:Iteration 33Q (15854.916621 sec): 3 clusters Score: Raw -4106161.653984 + Penalty 2044.175298 = -4104117.478687 nChanged 9 SP:Iteration 34Q (15854.968966 sec): 3 clusters Score: Raw -4106165.088542 + Penalty 2044.175298 = -4104120.913245 nChanged 9 SP:Iteration 35Q (15855.021160 sec): 3 clusters Score: Raw -4106167.138188 + Penalty 2044.175298 = -4104122.962890 nChanged 6 SP:Iteration 36Q (15855.073625 sec): 3 clusters Score: Raw -4106168.768465 + Penalty 2044.175298 = -4104124.593168 nChanged 6 SP:Iteration 37Q (15855.125876 sec): 3 clusters Score: Raw -4106171.654033 + Penalty 2044.175298 = -4104127.478735 nChanged 7 SP:Iteration 38Q (15855.178131 sec): 3 clusters Score: Raw -4106174.199917 + Penalty 2044.175298 = -4104130.024620 nChanged 4 SP:Iteration 39Q (15855.230479 sec): 3 clusters Score: Raw -4106175.837360 + Penalty 2044.175298 = -4104131.662062 nChanged 7 SP:Iteration 40F (15855.291768 sec): 3 clusters Score: Raw -4106177.057331 + Penalty 2044.175298 = -4104132.882034 nChanged 4 SP:Iteration 41Q (15855.345362 sec): 3 clusters Score: Raw -4106177.888307 + Penalty 2044.175298 = -4104133.713009 nChanged 2 SP:Iteration 42Q (15855.397695 sec): 3 clusters Score: Raw -4106178.099319 + Penalty 2044.175298 = -4104133.924021 nChanged 0 SP:Iteration 43F (15855.459024 sec): 3 clusters Score: Raw -4106178.099319 + Penalty 2044.175298 = -4104133.924021 nChanged 0 Trying to split cluster 6 (27382 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15855.487327 sec): 2 clusters Score: Raw -2587325.113894 + Penalty 970.675909 = -2586354.437985 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15855.533863 sec): 3 clusters Score: Raw -2570087.191572 + Penalty 1941.351817 = -2568145.839755 nChanged 12749 SP:Iteration 1F (15855.575759 sec): 3 clusters Score: Raw -2577604.046764 + Penalty 1941.351817 = -2575662.694946 nChanged 1307 SP:Iteration 2Q (15855.619263 sec): 3 clusters Score: Raw -2578163.465279 + Penalty 1941.351817 = -2576222.113462 nChanged 1486 SP:Iteration 3F (15855.660896 sec): 3 clusters Score: Raw -2578996.829865 + Penalty 1941.351817 = -2577055.478048 nChanged 1701 SP:Iteration 4F (15855.702571 sec): 3 clusters Score: Raw -2580127.967686 + Penalty 1941.351817 = -2578186.615869 nChanged 1790 SP:Iteration 5F (15855.744382 sec): 3 clusters Score: Raw -2581428.518253 + Penalty 1941.351817 = -2579487.166436 nChanged 1803 SP:Iteration 6F (15855.786283 sec): 3 clusters Score: Raw -2582708.182330 + Penalty 1941.351817 = -2580766.830513 nChanged 1592 SP:Iteration 7F (15855.828233 sec): 3 clusters Score: Raw -2583643.516817 + Penalty 1941.351817 = -2581702.165000 nChanged 1107 SP:Iteration 8Q (15855.870442 sec): 3 clusters Score: Raw -2584098.725145 + Penalty 1941.351817 = -2582157.373328 nChanged 738 SP:Iteration 9Q (15855.912501 sec): 3 clusters Score: Raw -2584317.247087 + Penalty 1941.351817 = -2582375.895270 nChanged 491 SP:Iteration 10Q (15855.953965 sec): 3 clusters Score: Raw -2584432.316390 + Penalty 1941.351817 = -2582490.964573 nChanged 367 SP:Iteration 11Q (15855.995494 sec): 3 clusters Score: Raw -2584512.291804 + Penalty 1941.351817 = -2582570.939987 nChanged 323 SP:Iteration 12Q (15856.064057 sec): 3 clusters Score: Raw -2584590.524736 + Penalty 1941.351817 = -2582649.172919 nChanged 333 SP:Iteration 13Q (15856.104127 sec): 3 clusters Score: Raw -2584665.511017 + Penalty 1941.351817 = -2582724.159200 nChanged 310 SP:Iteration 14Q (15856.145375 sec): 3 clusters Score: Raw -2584737.451909 + Penalty 1941.351817 = -2582796.100092 nChanged 324 SP:Iteration 15Q (15856.186409 sec): 3 clusters Score: Raw -2584807.009862 + Penalty 1941.351817 = -2582865.658045 nChanged 294 SP:Iteration 16Q (15856.227640 sec): 3 clusters Score: Raw -2584868.719653 + Penalty 1941.351817 = -2582927.367836 nChanged 293 SP:Iteration 17Q (15856.269286 sec): 3 clusters Score: Raw -2584937.984575 + Penalty 1941.351817 = -2582996.632758 nChanged 297 SP:Iteration 18Q (15856.310095 sec): 3 clusters Score: Raw -2585002.544251 + Penalty 1941.351817 = -2583061.192434 nChanged 301 SP:Iteration 19Q (15856.351208 sec): 3 clusters Score: Raw -2585073.480778 + Penalty 1941.351817 = -2583132.128961 nChanged 339 SP:Iteration 20F (15856.392684 sec): 3 clusters Score: Raw -2585156.400027 + Penalty 1941.351817 = -2583215.048210 nChanged 366 SP:Iteration 21Q (15856.434160 sec): 3 clusters Score: Raw -2585249.206358 + Penalty 1941.351817 = -2583307.854541 nChanged 408 SP:Iteration 22Q (15856.475164 sec): 3 clusters Score: Raw -2585362.265876 + Penalty 1941.351817 = -2583420.914059 nChanged 429 SP:Iteration 23Q (15856.516380 sec): 3 clusters Score: Raw -2585503.078631 + Penalty 1941.351817 = -2583561.726814 nChanged 503 SP:Iteration 24Q (15856.557249 sec): 3 clusters Score: Raw -2585684.152749 + Penalty 1941.351817 = -2583742.800932 nChanged 522 SP:Iteration 25Q (15856.598352 sec): 3 clusters Score: Raw -2585909.080305 + Penalty 1941.351817 = -2583967.728488 nChanged 552 SP:Iteration 26Q (15856.639268 sec): 3 clusters Score: Raw -2586158.403936 + Penalty 1941.351817 = -2584217.052119 nChanged 536 SP:Iteration 27Q (15856.680409 sec): 3 clusters Score: Raw -2586445.934330 + Penalty 1941.351817 = -2584504.582513 nChanged 559 SP:Iteration 28Q (15856.721192 sec): 3 clusters Score: Raw -2586801.859150 + Penalty 1941.351817 = -2584860.507333 nChanged 507 SP:Iteration 29Q (15856.761959 sec): 3 clusters Score: Raw -2587098.103531 + Penalty 1941.351817 = -2585156.751714 nChanged 457 SP:Iteration 30Q (15856.802748 sec): 3 clusters Score: Raw -2587330.229574 + Penalty 1941.351817 = -2585388.877757 nChanged 387 SP:Iteration 31Q (15856.843571 sec): 3 clusters Score: Raw -2587496.775946 + Penalty 1941.351817 = -2585555.424129 nChanged 332 SP:Iteration 32Q (15856.884165 sec): 3 clusters Score: Raw -2587615.677693 + Penalty 1941.351817 = -2585674.325876 nChanged 295 SP:Iteration 33Q (15856.924813 sec): 3 clusters Score: Raw -2587699.356959 + Penalty 1941.351817 = -2585758.005142 nChanged 216 SP:Iteration 34Q (15856.965090 sec): 3 clusters Score: Raw -2587759.737704 + Penalty 1941.351817 = -2585818.385887 nChanged 163 SP:Iteration 35Q (15857.005121 sec): 3 clusters Score: Raw -2587791.770511 + Penalty 1941.351817 = -2585850.418694 nChanged 140 SP:Iteration 36Q (15857.045065 sec): 3 clusters Score: Raw -2587820.461672 + Penalty 1941.351817 = -2585879.109855 nChanged 138 SP:Iteration 37Q (15857.084800 sec): 3 clusters Score: Raw -2587844.601978 + Penalty 1941.351817 = -2585903.250161 nChanged 115 SP:Iteration 38Q (15857.124590 sec): 3 clusters Score: Raw -2587861.385545 + Penalty 1941.351817 = -2585920.033728 nChanged 102 SP:Iteration 39Q (15857.163792 sec): 3 clusters Score: Raw -2587873.435294 + Penalty 1941.351817 = -2585932.083477 nChanged 95 SP:Iteration 40F (15857.205225 sec): 3 clusters Score: Raw -2587897.135426 + Penalty 1941.351817 = -2585955.783609 nChanged 97 SP:Iteration 41Q (15857.244938 sec): 3 clusters Score: Raw -2587912.427784 + Penalty 1941.351817 = -2585971.075967 nChanged 110 SP:Iteration 42Q (15857.284430 sec): 3 clusters Score: Raw -2587927.779350 + Penalty 1941.351817 = -2585986.427533 nChanged 104 SP:Iteration 43Q (15857.323970 sec): 3 clusters Score: Raw -2587940.960401 + Penalty 1941.351817 = -2585999.608584 nChanged 104 SP:Iteration 44Q (15857.363243 sec): 3 clusters Score: Raw -2587954.270414 + Penalty 1941.351817 = -2586012.918597 nChanged 105 SP:Iteration 45Q (15857.402369 sec): 3 clusters Score: Raw -2587966.570821 + Penalty 1941.351817 = -2586025.219004 nChanged 89 SP:Iteration 46Q (15857.441483 sec): 3 clusters Score: Raw -2587976.203236 + Penalty 1941.351817 = -2586034.851419 nChanged 85 SP:Iteration 47Q (15857.480495 sec): 3 clusters Score: Raw -2587985.185748 + Penalty 1941.351817 = -2586043.833931 nChanged 67 SP:Iteration 48Q (15857.519333 sec): 3 clusters Score: Raw -2587991.463186 + Penalty 1941.351817 = -2586050.111369 nChanged 52 SP:Iteration 49Q (15857.558213 sec): 3 clusters Score: Raw -2587995.947085 + Penalty 1941.351817 = -2586054.595268 nChanged 55 SP:Iteration 50Q (15857.596961 sec): 3 clusters Score: Raw -2588000.335222 + Penalty 1941.351817 = -2586058.983405 nChanged 46 SP:Iteration 51Q (15857.635592 sec): 3 clusters Score: Raw -2588003.314067 + Penalty 1941.351817 = -2586061.962250 nChanged 36 SP:Iteration 52Q (15857.674439 sec): 3 clusters Score: Raw -2588005.527754 + Penalty 1941.351817 = -2586064.175937 nChanged 33 SP:Iteration 53Q (15857.713138 sec): 3 clusters Score: Raw -2588007.593760 + Penalty 1941.351817 = -2586066.241943 nChanged 42 SP:Iteration 54Q (15857.751756 sec): 3 clusters Score: Raw -2588010.556395 + Penalty 1941.351817 = -2586069.204578 nChanged 38 SP:Iteration 55Q (15857.790337 sec): 3 clusters Score: Raw -2588012.866269 + Penalty 1941.351817 = -2586071.514452 nChanged 41 SP:Iteration 56Q (15857.828867 sec): 3 clusters Score: Raw -2588015.516163 + Penalty 1941.351817 = -2586074.164346 nChanged 33 SP:Iteration 57Q (15857.867416 sec): 3 clusters Score: Raw -2588017.259665 + Penalty 1941.351817 = -2586075.907848 nChanged 26 SP:Iteration 58Q (15857.906100 sec): 3 clusters Score: Raw -2588018.851840 + Penalty 1941.351817 = -2586077.500023 nChanged 33 SP:Iteration 59Q (15857.944539 sec): 3 clusters Score: Raw -2588020.826722 + Penalty 1941.351817 = -2586079.474905 nChanged 28 SP:Iteration 60F (15857.986173 sec): 3 clusters Score: Raw -2588022.404307 + Penalty 1941.351817 = -2586081.052490 nChanged 24 SP:Iteration 61Q (15858.025153 sec): 3 clusters Score: Raw -2588023.629776 + Penalty 1941.351817 = -2586082.277959 nChanged 20 SP:Iteration 62Q (15858.070951 sec): 3 clusters Score: Raw -2588024.759024 + Penalty 1941.351817 = -2586083.407207 nChanged 21 SP:Iteration 63Q (15858.122208 sec): 3 clusters Score: Raw -2588026.055019 + Penalty 1941.351817 = -2586084.703202 nChanged 18 SP:Iteration 64Q (15858.173011 sec): 3 clusters Score: Raw -2588026.942250 + Penalty 1941.351817 = -2586085.590433 nChanged 13 SP:Iteration 65Q (15858.211602 sec): 3 clusters Score: Raw -2588027.242803 + Penalty 1941.351817 = -2586085.890986 nChanged 7 SP:Iteration 66Q (15858.250326 sec): 3 clusters Score: Raw -2588027.376399 + Penalty 1941.351817 = -2586086.024582 nChanged 5 SP:Iteration 67Q (15858.289072 sec): 3 clusters Score: Raw -2588027.493873 + Penalty 1941.351817 = -2586086.142056 nChanged 7 SP:Iteration 68Q (15858.327740 sec): 3 clusters Score: Raw -2588027.653054 + Penalty 1941.351817 = -2586086.301237 nChanged 10 SP:Iteration 69Q (15858.366468 sec): 3 clusters Score: Raw -2588028.021062 + Penalty 1941.351817 = -2586086.669245 nChanged 8 SP:Iteration 70Q (15858.405229 sec): 3 clusters Score: Raw -2588028.221413 + Penalty 1941.351817 = -2586086.869596 nChanged 7 SP:Iteration 71Q (15858.444008 sec): 3 clusters Score: Raw -2588028.474462 + Penalty 1941.351817 = -2586087.122645 nChanged 4 SP:Iteration 72Q (15858.482731 sec): 3 clusters Score: Raw -2588028.607159 + Penalty 1941.351817 = -2586087.255342 nChanged 3 SP:Iteration 73Q (15858.521443 sec): 3 clusters Score: Raw -2588028.705930 + Penalty 1941.351817 = -2586087.354113 nChanged 3 SP:Iteration 74Q (15858.560239 sec): 3 clusters Score: Raw -2588028.784272 + Penalty 1941.351817 = -2586087.432455 nChanged 2 SP:Iteration 75Q (15858.598971 sec): 3 clusters Score: Raw -2588028.881700 + Penalty 1941.351817 = -2586087.529883 nChanged 4 SP:Iteration 76Q (15858.637795 sec): 3 clusters Score: Raw -2588028.988233 + Penalty 1941.351817 = -2586087.636416 nChanged 3 SP:Iteration 77Q (15858.676518 sec): 3 clusters Score: Raw -2588029.074262 + Penalty 1941.351817 = -2586087.722445 nChanged 3 SP:Iteration 78Q (15858.715038 sec): 3 clusters Score: Raw -2588029.152642 + Penalty 1941.351817 = -2586087.800825 nChanged 2 SP:Iteration 79Q (15858.753870 sec): 3 clusters Score: Raw -2588029.194118 + Penalty 1941.351817 = -2586087.842301 nChanged 3 SP:Iteration 80F (15858.795427 sec): 3 clusters Score: Raw -2588029.311226 + Penalty 1941.351817 = -2586087.959409 nChanged 5 SP:Iteration 81Q (15858.834287 sec): 3 clusters Score: Raw -2588029.548021 + Penalty 1941.351817 = -2586088.196204 nChanged 5 SP:Iteration 82Q (15858.872950 sec): 3 clusters Score: Raw -2588029.739803 + Penalty 1941.351817 = -2586088.387986 nChanged 7 SP:Iteration 83Q (15858.911771 sec): 3 clusters Score: Raw -2588029.928700 + Penalty 1941.351817 = -2586088.576883 nChanged 4 SP:Iteration 84Q (15858.950360 sec): 3 clusters Score: Raw -2588030.099242 + Penalty 1941.351817 = -2586088.747425 nChanged 4 SP:Iteration 85Q (15858.989031 sec): 3 clusters Score: Raw -2588030.181831 + Penalty 1941.351817 = -2586088.830014 nChanged 3 SP:Iteration 86Q (15859.027629 sec): 3 clusters Score: Raw -2588030.235646 + Penalty 1941.351817 = -2586088.883829 nChanged 3 SP:Iteration 87Q (15859.066452 sec): 3 clusters Score: Raw -2588030.328961 + Penalty 1941.351817 = -2586088.977144 nChanged 2 SP:Iteration 88Q (15859.105195 sec): 3 clusters Score: Raw -2588030.353484 + Penalty 1941.351817 = -2586089.001667 nChanged 1 SP:Iteration 89Q (15859.144014 sec): 3 clusters Score: Raw -2588030.363989 + Penalty 1941.351817 = -2586089.012172 nChanged 1 SP:Iteration 90Q (15859.182630 sec): 3 clusters Score: Raw -2588030.388098 + Penalty 1941.351817 = -2586089.036281 nChanged 2 SP:Iteration 91Q (15859.221278 sec): 3 clusters Score: Raw -2588030.432497 + Penalty 1941.351817 = -2586089.080680 nChanged 5 SP:Iteration 92Q (15859.259831 sec): 3 clusters Score: Raw -2588030.559907 + Penalty 1941.351817 = -2586089.208090 nChanged 6 SP:Iteration 93Q (15859.298506 sec): 3 clusters Score: Raw -2588030.773540 + Penalty 1941.351817 = -2586089.421723 nChanged 14 SP:Iteration 94Q (15859.337327 sec): 3 clusters Score: Raw -2588031.508141 + Penalty 1941.351817 = -2586090.156324 nChanged 17 SP:Iteration 95Q (15859.375814 sec): 3 clusters Score: Raw -2588032.389640 + Penalty 1941.351817 = -2586091.037823 nChanged 15 SP:Iteration 96Q (15859.414388 sec): 3 clusters Score: Raw -2588033.095930 + Penalty 1941.351817 = -2586091.744113 nChanged 18 SP:Iteration 97Q (15859.453014 sec): 3 clusters Score: Raw -2588033.991710 + Penalty 1941.351817 = -2586092.639893 nChanged 22 SP:Iteration 98Q (15859.491583 sec): 3 clusters Score: Raw -2588034.969406 + Penalty 1941.351817 = -2586093.617589 nChanged 26 SP:Iteration 99Q (15859.530232 sec): 3 clusters Score: Raw -2588036.304760 + Penalty 1941.351817 = -2586094.952943 nChanged 27 SP:Iteration 100F (15859.572036 sec): 3 clusters Score: Raw -2588037.626216 + Penalty 1941.351817 = -2586096.274399 nChanged 20 SP:Iteration 101Q (15859.610753 sec): 3 clusters Score: Raw -2588038.470126 + Penalty 1941.351817 = -2586097.118309 nChanged 17 SP:Iteration 102Q (15859.649560 sec): 3 clusters Score: Raw -2588039.301548 + Penalty 1941.351817 = -2586097.949731 nChanged 15 SP:Iteration 103Q (15859.688173 sec): 3 clusters Score: Raw -2588039.902191 + Penalty 1941.351817 = -2586098.550374 nChanged 12 SP:Iteration 104Q (15859.726757 sec): 3 clusters Score: Raw -2588040.602920 + Penalty 1941.351817 = -2586099.251103 nChanged 14 SP:Iteration 105Q (15859.765466 sec): 3 clusters Score: Raw -2588041.307694 + Penalty 1941.351817 = -2586099.955877 nChanged 22 SP:Iteration 106Q (15859.804092 sec): 3 clusters Score: Raw -2588042.461319 + Penalty 1941.351817 = -2586101.109502 nChanged 18 SP:Iteration 107Q (15859.842655 sec): 3 clusters Score: Raw -2588043.278437 + Penalty 1941.351817 = -2586101.926620 nChanged 17 SP:Iteration 108Q (15859.881293 sec): 3 clusters Score: Raw -2588044.168788 + Penalty 1941.351817 = -2586102.816971 nChanged 11 SP:Iteration 109Q (15859.919743 sec): 3 clusters Score: Raw -2588044.662900 + Penalty 1941.351817 = -2586103.311083 nChanged 9 SP:Iteration 110Q (15859.958396 sec): 3 clusters Score: Raw -2588044.956564 + Penalty 1941.351817 = -2586103.604747 nChanged 4 SP:Iteration 111Q (15859.996892 sec): 3 clusters Score: Raw -2588045.161519 + Penalty 1941.351817 = -2586103.809702 nChanged 6 SP:Iteration 112Q (15860.035392 sec): 3 clusters Score: Raw -2588045.360672 + Penalty 1941.351817 = -2586104.008855 nChanged 5 SP:Iteration 113Q (15860.074160 sec): 3 clusters Score: Raw -2588045.498301 + Penalty 1941.351817 = -2586104.146484 nChanged 5 SP:Iteration 114Q (15860.112772 sec): 3 clusters Score: Raw -2588045.683384 + Penalty 1941.351817 = -2586104.331567 nChanged 7 SP:Iteration 115Q (15860.151339 sec): 3 clusters Score: Raw -2588045.860968 + Penalty 1941.351817 = -2586104.509150 nChanged 2 SP:Iteration 116Q (15860.189987 sec): 3 clusters Score: Raw -2588045.886052 + Penalty 1941.351817 = -2586104.534235 nChanged 1 SP:Iteration 117Q (15860.228603 sec): 3 clusters Score: Raw -2588045.899265 + Penalty 1941.351817 = -2586104.547448 nChanged 2 SP:Iteration 118Q (15860.267058 sec): 3 clusters Score: Raw -2588045.924181 + Penalty 1941.351817 = -2586104.572364 nChanged 0 SP:Iteration 119F (15860.308814 sec): 3 clusters Score: Raw -2588045.924181 + Penalty 1941.351817 = -2586104.572364 nChanged 0 Trying to split cluster 7 (83468 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15860.398450 sec): 2 clusters Score: Raw -7880075.272966 + Penalty 1076.560767 = -7878998.712199 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15860.510368 sec): 3 clusters Score: Raw -7825119.678589 + Penalty 2153.121535 = -7822966.557055 nChanged 40265 SP:Iteration 1F (15860.620305 sec): 3 clusters Score: Raw -7849078.932815 + Penalty 2153.121535 = -7846925.811280 nChanged 3571 SP:Iteration 2Q (15860.736757 sec): 3 clusters Score: Raw -7850375.201632 + Penalty 2153.121535 = -7848222.080097 nChanged 4053 SP:Iteration 3Q (15860.852788 sec): 3 clusters Score: Raw -7852167.174986 + Penalty 2153.121535 = -7850014.053451 nChanged 4693 SP:Iteration 4F (15860.962946 sec): 3 clusters Score: Raw -7854859.865391 + Penalty 2153.121535 = -7852706.743856 nChanged 5457 SP:Iteration 5F (15861.072930 sec): 3 clusters Score: Raw -7858876.095596 + Penalty 2153.121535 = -7856722.974061 nChanged 5864 SP:Iteration 6F (15861.183146 sec): 3 clusters Score: Raw -7863810.042060 + Penalty 2153.121535 = -7861656.920526 nChanged 5440 SP:Iteration 7F (15861.292789 sec): 3 clusters Score: Raw -7868021.695332 + Penalty 2153.121535 = -7865868.573798 nChanged 4042 SP:Iteration 8Q (15861.405519 sec): 3 clusters Score: Raw -7870266.627021 + Penalty 2153.121535 = -7868113.505486 nChanged 2582 SP:Iteration 9Q (15861.516272 sec): 3 clusters Score: Raw -7871177.724897 + Penalty 2153.121535 = -7869024.603362 nChanged 1584 SP:Iteration 10Q (15861.625753 sec): 3 clusters Score: Raw -7871642.305227 + Penalty 2153.121535 = -7869489.183692 nChanged 1245 SP:Iteration 11Q (15861.734655 sec): 3 clusters Score: Raw -7872016.342779 + Penalty 2153.121535 = -7869863.221244 nChanged 1168 SP:Iteration 12Q (15861.842996 sec): 3 clusters Score: Raw -7872386.647526 + Penalty 2153.121535 = -7870233.525991 nChanged 1120 SP:Iteration 13Q (15861.950792 sec): 3 clusters Score: Raw -7872740.516295 + Penalty 2153.121535 = -7870587.394761 nChanged 1061 SP:Iteration 14Q (15862.058171 sec): 3 clusters Score: Raw -7873068.389236 + Penalty 2153.121535 = -7870915.267701 nChanged 1065 SP:Iteration 15Q (15862.165591 sec): 3 clusters Score: Raw -7873374.545528 + Penalty 2153.121535 = -7871221.423993 nChanged 1008 SP:Iteration 16Q (15862.271820 sec): 3 clusters Score: Raw -7873659.734022 + Penalty 2153.121535 = -7871506.612488 nChanged 984 SP:Iteration 17Q (15862.377720 sec): 3 clusters Score: Raw -7873931.398100 + Penalty 2153.121535 = -7871778.276566 nChanged 940 SP:Iteration 18Q (15862.482933 sec): 3 clusters Score: Raw -7874195.027744 + Penalty 2153.121535 = -7872041.906209 nChanged 989 SP:Iteration 19Q (15862.587813 sec): 3 clusters Score: Raw -7874470.570131 + Penalty 2153.121535 = -7872317.448596 nChanged 988 SP:Iteration 20F (15862.698215 sec): 3 clusters Score: Raw -7874741.849053 + Penalty 2153.121535 = -7872588.727518 nChanged 929 SP:Iteration 21Q (15862.802000 sec): 3 clusters Score: Raw -7874987.052977 + Penalty 2153.121535 = -7872833.931442 nChanged 938 SP:Iteration 22Q (15862.905222 sec): 3 clusters Score: Raw -7875230.849358 + Penalty 2153.121535 = -7873077.727823 nChanged 895 SP:Iteration 23Q (15863.008371 sec): 3 clusters Score: Raw -7875478.750100 + Penalty 2153.121535 = -7873325.628566 nChanged 935 SP:Iteration 24Q (15863.111098 sec): 3 clusters Score: Raw -7875752.279196 + Penalty 2153.121535 = -7873599.157662 nChanged 932 SP:Iteration 25Q (15863.213208 sec): 3 clusters Score: Raw -7876034.867461 + Penalty 2153.121535 = -7873881.745926 nChanged 874 SP:Iteration 26Q (15863.314662 sec): 3 clusters Score: Raw -7876292.014140 + Penalty 2153.121535 = -7874138.892605 nChanged 822 SP:Iteration 27Q (15863.415594 sec): 3 clusters Score: Raw -7876536.118573 + Penalty 2153.121535 = -7874382.997039 nChanged 814 SP:Iteration 28Q (15863.515956 sec): 3 clusters Score: Raw -7876778.136691 + Penalty 2153.121535 = -7874625.015156 nChanged 741 SP:Iteration 29Q (15863.615809 sec): 3 clusters Score: Raw -7876996.689738 + Penalty 2153.121535 = -7874843.568203 nChanged 717 SP:Iteration 30Q (15863.715089 sec): 3 clusters Score: Raw -7877209.611785 + Penalty 2153.121535 = -7875056.490251 nChanged 741 SP:Iteration 31Q (15863.813784 sec): 3 clusters Score: Raw -7877454.159672 + Penalty 2153.121535 = -7875301.038137 nChanged 741 SP:Iteration 32Q (15863.911941 sec): 3 clusters Score: Raw -7877705.776760 + Penalty 2153.121535 = -7875552.655225 nChanged 709 SP:Iteration 33Q (15864.009386 sec): 3 clusters Score: Raw -7877944.862782 + Penalty 2153.121535 = -7875791.741248 nChanged 688 SP:Iteration 34Q (15864.117096 sec): 3 clusters Score: Raw -7878196.841334 + Penalty 2153.121535 = -7876043.719799 nChanged 668 SP:Iteration 35Q (15864.212824 sec): 3 clusters Score: Raw -7878437.545924 + Penalty 2153.121535 = -7876284.424389 nChanged 617 SP:Iteration 36Q (15864.308591 sec): 3 clusters Score: Raw -7878672.239244 + Penalty 2153.121535 = -7876519.117710 nChanged 583 SP:Iteration 37Q (15864.403887 sec): 3 clusters Score: Raw -7878901.226218 + Penalty 2153.121535 = -7876748.104683 nChanged 572 SP:Iteration 38Q (15864.498596 sec): 3 clusters Score: Raw -7879136.821066 + Penalty 2153.121535 = -7876983.699531 nChanged 501 SP:Iteration 39Q (15864.592681 sec): 3 clusters Score: Raw -7879356.635155 + Penalty 2153.121535 = -7877203.513620 nChanged 430 SP:Iteration 40F (15864.702189 sec): 3 clusters Score: Raw -7879535.226914 + Penalty 2153.121535 = -7877382.105380 nChanged 364 SP:Iteration 41Q (15864.794312 sec): 3 clusters Score: Raw -7879673.254344 + Penalty 2153.121535 = -7877520.132809 nChanged 308 SP:Iteration 42Q (15864.886312 sec): 3 clusters Score: Raw -7879788.592277 + Penalty 2153.121535 = -7877635.470742 nChanged 246 SP:Iteration 43Q (15864.978134 sec): 3 clusters Score: Raw -7879875.788781 + Penalty 2153.121535 = -7877722.667246 nChanged 202 SP:Iteration 44Q (15865.069457 sec): 3 clusters Score: Raw -7879952.446806 + Penalty 2153.121535 = -7877799.325271 nChanged 173 SP:Iteration 45Q (15865.160603 sec): 3 clusters Score: Raw -7880017.975397 + Penalty 2153.121535 = -7877864.853862 nChanged 146 SP:Iteration 46Q (15865.251737 sec): 3 clusters Score: Raw -7880071.413989 + Penalty 2153.121535 = -7877918.292454 nChanged 111 SP:Iteration 47Q (15865.342495 sec): 3 clusters Score: Raw -7880108.731923 + Penalty 2153.121535 = -7877955.610388 nChanged 94 SP:Iteration 48Q (15865.433168 sec): 3 clusters Score: Raw -7880145.575420 + Penalty 2153.121535 = -7877992.453886 nChanged 89 SP:Iteration 49Q (15865.523632 sec): 3 clusters Score: Raw -7880176.836408 + Penalty 2153.121535 = -7878023.714873 nChanged 70 SP:Iteration 50Q (15865.613890 sec): 3 clusters Score: Raw -7880198.078157 + Penalty 2153.121535 = -7878044.956622 nChanged 58 SP:Iteration 51Q (15865.704361 sec): 3 clusters Score: Raw -7880218.190490 + Penalty 2153.121535 = -7878065.068956 nChanged 42 SP:Iteration 52Q (15865.794600 sec): 3 clusters Score: Raw -7880233.447252 + Penalty 2153.121535 = -7878080.325718 nChanged 37 SP:Iteration 53Q (15865.884575 sec): 3 clusters Score: Raw -7880250.192979 + Penalty 2153.121535 = -7878097.071444 nChanged 42 SP:Iteration 54Q (15865.974721 sec): 3 clusters Score: Raw -7880266.217601 + Penalty 2153.121535 = -7878113.096066 nChanged 37 SP:Iteration 55Q (15866.064655 sec): 3 clusters Score: Raw -7880276.241675 + Penalty 2153.121535 = -7878123.120140 nChanged 25 SP:Iteration 56Q (15866.154721 sec): 3 clusters Score: Raw -7880282.860597 + Penalty 2153.121535 = -7878129.739062 nChanged 16 SP:Iteration 57Q (15866.244692 sec): 3 clusters Score: Raw -7880285.983269 + Penalty 2153.121535 = -7878132.861734 nChanged 11 SP:Iteration 58Q (15866.334650 sec): 3 clusters Score: Raw -7880289.554873 + Penalty 2153.121535 = -7878136.433339 nChanged 17 SP:Iteration 59Q (15866.424536 sec): 3 clusters Score: Raw -7880295.236442 + Penalty 2153.121535 = -7878142.114907 nChanged 15 SP:Iteration 60F (15866.532656 sec): 3 clusters Score: Raw -7880301.656245 + Penalty 2153.121535 = -7878148.534710 nChanged 22 SP:Iteration 61Q (15866.622721 sec): 3 clusters Score: Raw -7880308.551615 + Penalty 2153.121535 = -7878155.430080 nChanged 26 SP:Iteration 62Q (15866.712465 sec): 3 clusters Score: Raw -7880317.378617 + Penalty 2153.121535 = -7878164.257082 nChanged 19 SP:Iteration 63Q (15866.802358 sec): 3 clusters Score: Raw -7880322.963705 + Penalty 2153.121535 = -7878169.842170 nChanged 15 SP:Iteration 64Q (15866.892086 sec): 3 clusters Score: Raw -7880327.677287 + Penalty 2153.121535 = -7878174.555752 nChanged 16 SP:Iteration 65Q (15866.981902 sec): 3 clusters Score: Raw -7880331.865917 + Penalty 2153.121535 = -7878178.744383 nChanged 12 SP:Iteration 66Q (15867.071768 sec): 3 clusters Score: Raw -7880335.849935 + Penalty 2153.121535 = -7878182.728401 nChanged 14 SP:Iteration 67Q (15867.161482 sec): 3 clusters Score: Raw -7880341.575707 + Penalty 2153.121535 = -7878188.454172 nChanged 15 SP:Iteration 68Q (15867.251236 sec): 3 clusters Score: Raw -7880345.403489 + Penalty 2153.121535 = -7878192.281955 nChanged 10 SP:Iteration 69Q (15867.340882 sec): 3 clusters Score: Raw -7880348.882955 + Penalty 2153.121535 = -7878195.761420 nChanged 12 SP:Iteration 70Q (15867.430730 sec): 3 clusters Score: Raw -7880353.022963 + Penalty 2153.121535 = -7878199.901428 nChanged 15 SP:Iteration 71Q (15867.520561 sec): 3 clusters Score: Raw -7880356.608973 + Penalty 2153.121535 = -7878203.487439 nChanged 7 SP:Iteration 72Q (15867.610282 sec): 3 clusters Score: Raw -7880358.560579 + Penalty 2153.121535 = -7878205.439044 nChanged 9 SP:Iteration 73Q (15867.700031 sec): 3 clusters Score: Raw -7880361.025441 + Penalty 2153.121535 = -7878207.903907 nChanged 13 SP:Iteration 74Q (15867.789684 sec): 3 clusters Score: Raw -7880365.980316 + Penalty 2153.121535 = -7878212.858781 nChanged 9 SP:Iteration 75Q (15867.879403 sec): 3 clusters Score: Raw -7880369.243292 + Penalty 2153.121535 = -7878216.121757 nChanged 9 SP:Iteration 76Q (15867.970416 sec): 3 clusters Score: Raw -7880372.177976 + Penalty 2153.121535 = -7878219.056441 nChanged 13 SP:Iteration 77Q (15868.061033 sec): 3 clusters Score: Raw -7880377.466622 + Penalty 2153.121535 = -7878224.345087 nChanged 12 SP:Iteration 78Q (15868.151027 sec): 3 clusters Score: Raw -7880382.870751 + Penalty 2153.121535 = -7878229.749216 nChanged 16 SP:Iteration 79Q (15868.241615 sec): 3 clusters Score: Raw -7880387.919576 + Penalty 2153.121535 = -7878234.798041 nChanged 9 SP:Iteration 80F (15868.350543 sec): 3 clusters Score: Raw -7880392.157861 + Penalty 2153.121535 = -7878239.036327 nChanged 8 SP:Iteration 81Q (15868.440207 sec): 3 clusters Score: Raw -7880395.313311 + Penalty 2153.121535 = -7878242.191776 nChanged 11 SP:Iteration 82Q (15868.530053 sec): 3 clusters Score: Raw -7880398.674665 + Penalty 2153.121535 = -7878245.553131 nChanged 9 SP:Iteration 83Q (15868.619686 sec): 3 clusters Score: Raw -7880400.654526 + Penalty 2153.121535 = -7878247.532991 nChanged 5 SP:Iteration 84Q (15868.709346 sec): 3 clusters Score: Raw -7880401.476989 + Penalty 2153.121535 = -7878248.355455 nChanged 3 SP:Iteration 85Q (15868.799176 sec): 3 clusters Score: Raw -7880401.902827 + Penalty 2153.121535 = -7878248.781292 nChanged 2 SP:Iteration 86Q (15868.888852 sec): 3 clusters Score: Raw -7880402.342274 + Penalty 2153.121535 = -7878249.220739 nChanged 2 SP:Iteration 87Q (15868.978537 sec): 3 clusters Score: Raw -7880402.676976 + Penalty 2153.121535 = -7878249.555442 nChanged 1 SP:Iteration 88Q (15869.087072 sec): 3 clusters Score: Raw -7880403.234686 + Penalty 2153.121535 = -7878250.113151 nChanged 0 SP:Iteration 89F (15869.195842 sec): 3 clusters Score: Raw -7880403.234686 + Penalty 2153.121535 = -7878250.113151 nChanged 0 Trying to split cluster 8 (10481 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15869.210743 sec): 2 clusters Score: Raw -1003824.489012 + Penalty 879.445340 = -1002945.043672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15869.236317 sec): 3 clusters Score: Raw -997457.157487 + Penalty 1758.890681 = -995698.266807 nChanged 4739 SP:Iteration 1F (15869.260847 sec): 3 clusters Score: Raw -1000183.063308 + Penalty 1758.890681 = -998424.172627 nChanged 666 SP:Iteration 2F (15869.285310 sec): 3 clusters Score: Raw -1000540.325896 + Penalty 1758.890681 = -998781.435215 nChanged 693 SP:Iteration 3F (15869.309780 sec): 3 clusters Score: Raw -1000954.699221 + Penalty 1758.890681 = -999195.808540 nChanged 768 SP:Iteration 4F (15869.334319 sec): 3 clusters Score: Raw -1001486.303203 + Penalty 1758.890681 = -999727.412522 nChanged 733 SP:Iteration 5F (15869.358773 sec): 3 clusters Score: Raw -1002013.859727 + Penalty 1758.890681 = -1000254.969046 nChanged 651 SP:Iteration 6F (15869.383331 sec): 3 clusters Score: Raw -1002507.153480 + Penalty 1758.890681 = -1000748.262799 nChanged 541 SP:Iteration 7F (15869.407771 sec): 3 clusters Score: Raw -1002942.350374 + Penalty 1758.890681 = -1001183.459693 nChanged 405 SP:Iteration 8Q (15869.432366 sec): 3 clusters Score: Raw -1003228.597142 + Penalty 1758.890681 = -1001469.706461 nChanged 280 SP:Iteration 9Q (15869.456587 sec): 3 clusters Score: Raw -1003440.148286 + Penalty 1758.890681 = -1001681.257605 nChanged 217 SP:Iteration 10Q (15869.480418 sec): 3 clusters Score: Raw -1003584.133608 + Penalty 1758.890681 = -1001825.242927 nChanged 162 SP:Iteration 11Q (15869.503891 sec): 3 clusters Score: Raw -1003675.783758 + Penalty 1758.890681 = -1001916.893078 nChanged 120 SP:Iteration 12Q (15869.527404 sec): 3 clusters Score: Raw -1003731.940633 + Penalty 1758.890681 = -1001973.049952 nChanged 92 SP:Iteration 13Q (15869.550475 sec): 3 clusters Score: Raw -1003767.753189 + Penalty 1758.890681 = -1002008.862508 nChanged 67 SP:Iteration 14Q (15869.573478 sec): 3 clusters Score: Raw -1003796.500081 + Penalty 1758.890681 = -1002037.609401 nChanged 68 SP:Iteration 15Q (15869.596521 sec): 3 clusters Score: Raw -1003822.712220 + Penalty 1758.890681 = -1002063.821539 nChanged 70 SP:Iteration 16Q (15869.619430 sec): 3 clusters Score: Raw -1003846.448626 + Penalty 1758.890681 = -1002087.557945 nChanged 54 SP:Iteration 17Q (15869.642256 sec): 3 clusters Score: Raw -1003862.465130 + Penalty 1758.890681 = -1002103.574449 nChanged 46 SP:Iteration 18Q (15869.664916 sec): 3 clusters Score: Raw -1003877.909205 + Penalty 1758.890681 = -1002119.018524 nChanged 31 SP:Iteration 19Q (15869.687542 sec): 3 clusters Score: Raw -1003886.051688 + Penalty 1758.890681 = -1002127.161007 nChanged 27 SP:Iteration 20F (15869.712223 sec): 3 clusters Score: Raw -1003892.168392 + Penalty 1758.890681 = -1002133.277711 nChanged 29 SP:Iteration 21Q (15869.734820 sec): 3 clusters Score: Raw -1003899.829105 + Penalty 1758.890681 = -1002140.938424 nChanged 29 SP:Iteration 22Q (15869.757540 sec): 3 clusters Score: Raw -1003907.511163 + Penalty 1758.890681 = -1002148.620482 nChanged 23 SP:Iteration 23Q (15869.780084 sec): 3 clusters Score: Raw -1003913.987639 + Penalty 1758.890681 = -1002155.096958 nChanged 22 SP:Iteration 24Q (15869.802761 sec): 3 clusters Score: Raw -1003919.206031 + Penalty 1758.890681 = -1002160.315350 nChanged 18 SP:Iteration 25Q (15869.825353 sec): 3 clusters Score: Raw -1003922.915868 + Penalty 1758.890681 = -1002164.025187 nChanged 18 SP:Iteration 26Q (15869.847980 sec): 3 clusters Score: Raw -1003926.924320 + Penalty 1758.890681 = -1002168.033639 nChanged 18 SP:Iteration 27Q (15869.870612 sec): 3 clusters Score: Raw -1003931.608497 + Penalty 1758.890681 = -1002172.717816 nChanged 18 SP:Iteration 28Q (15869.893069 sec): 3 clusters Score: Raw -1003936.177608 + Penalty 1758.890681 = -1002177.286927 nChanged 20 SP:Iteration 29Q (15869.915625 sec): 3 clusters Score: Raw -1003941.161945 + Penalty 1758.890681 = -1002182.271264 nChanged 17 SP:Iteration 30Q (15869.938273 sec): 3 clusters Score: Raw -1003943.803157 + Penalty 1758.890681 = -1002184.912476 nChanged 13 SP:Iteration 31Q (15869.960791 sec): 3 clusters Score: Raw -1003946.451362 + Penalty 1758.890681 = -1002187.560681 nChanged 11 SP:Iteration 32Q (15869.983308 sec): 3 clusters Score: Raw -1003948.143719 + Penalty 1758.890681 = -1002189.253038 nChanged 10 SP:Iteration 33Q (15870.005806 sec): 3 clusters Score: Raw -1003949.277282 + Penalty 1758.890681 = -1002190.386601 nChanged 7 SP:Iteration 34Q (15870.028341 sec): 3 clusters Score: Raw -1003950.699226 + Penalty 1758.890681 = -1002191.808545 nChanged 8 SP:Iteration 35Q (15870.050710 sec): 3 clusters Score: Raw -1003952.042543 + Penalty 1758.890681 = -1002193.151862 nChanged 10 SP:Iteration 36Q (15870.073100 sec): 3 clusters Score: Raw -1003953.384117 + Penalty 1758.890681 = -1002194.493436 nChanged 11 SP:Iteration 37Q (15870.095686 sec): 3 clusters Score: Raw -1003954.990020 + Penalty 1758.890681 = -1002196.099339 nChanged 8 SP:Iteration 38Q (15870.118147 sec): 3 clusters Score: Raw -1003956.907255 + Penalty 1758.890681 = -1002198.016575 nChanged 9 SP:Iteration 39Q (15870.140512 sec): 3 clusters Score: Raw -1003958.701289 + Penalty 1758.890681 = -1002199.810609 nChanged 10 SP:Iteration 40F (15870.165134 sec): 3 clusters Score: Raw -1003960.317891 + Penalty 1758.890681 = -1002201.427210 nChanged 8 SP:Iteration 41Q (15870.187424 sec): 3 clusters Score: Raw -1003961.523699 + Penalty 1758.890681 = -1002202.633018 nChanged 6 SP:Iteration 42Q (15870.210102 sec): 3 clusters Score: Raw -1003962.803992 + Penalty 1758.890681 = -1002203.913311 nChanged 6 SP:Iteration 43Q (15870.232500 sec): 3 clusters Score: Raw -1003963.555622 + Penalty 1758.890681 = -1002204.664942 nChanged 2 SP:Iteration 44Q (15870.254929 sec): 3 clusters Score: Raw -1003963.737241 + Penalty 1758.890681 = -1002204.846560 nChanged 1 SP:Iteration 45Q (15870.277148 sec): 3 clusters Score: Raw -1003963.801043 + Penalty 1758.890681 = -1002204.910362 nChanged 2 SP:Iteration 46Q (15870.299682 sec): 3 clusters Score: Raw -1003964.179968 + Penalty 1758.890681 = -1002205.289287 nChanged 2 SP:Iteration 47Q (15870.322161 sec): 3 clusters Score: Raw -1003964.547890 + Penalty 1758.890681 = -1002205.657209 nChanged 1 SP:Iteration 48Q (15870.344458 sec): 3 clusters Score: Raw -1003964.612917 + Penalty 1758.890681 = -1002205.722236 nChanged 0 SP:Iteration 49F (15870.368948 sec): 3 clusters Score: Raw -1003964.612917 + Penalty 1758.890681 = -1002205.722236 nChanged 0 Trying to split cluster 9 (16268 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15870.397185 sec): 2 clusters Score: Raw -1475116.054298 + Penalty 921.210750 = -1474194.843548 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15870.428965 sec): 3 clusters Score: Raw -1465103.960777 + Penalty 1842.421501 = -1463261.539277 nChanged 7545 SP:Iteration 1F (15870.459094 sec): 3 clusters Score: Raw -1469431.315698 + Penalty 1842.421501 = -1467588.894197 nChanged 854 SP:Iteration 2F (15870.489738 sec): 3 clusters Score: Raw -1469850.049696 + Penalty 1842.421501 = -1468007.628195 nChanged 959 SP:Iteration 3F (15870.532129 sec): 3 clusters Score: Raw -1470392.712192 + Penalty 1842.421501 = -1468550.290691 nChanged 1122 SP:Iteration 4F (15870.562202 sec): 3 clusters Score: Raw -1471115.207210 + Penalty 1842.421501 = -1469272.785709 nChanged 1221 SP:Iteration 5F (15870.599393 sec): 3 clusters Score: Raw -1471995.058092 + Penalty 1842.421501 = -1470152.636591 nChanged 1123 SP:Iteration 6F (15870.629558 sec): 3 clusters Score: Raw -1472850.362415 + Penalty 1842.421501 = -1471007.940914 nChanged 1012 SP:Iteration 7F (15870.660074 sec): 3 clusters Score: Raw -1473636.912948 + Penalty 1842.421501 = -1471794.491447 nChanged 802 SP:Iteration 8Q (15870.690896 sec): 3 clusters Score: Raw -1474298.475883 + Penalty 1842.421501 = -1472456.054383 nChanged 608 SP:Iteration 9Q (15870.721554 sec): 3 clusters Score: Raw -1474808.082165 + Penalty 1842.421501 = -1472965.660664 nChanged 445 SP:Iteration 10Q (15870.752179 sec): 3 clusters Score: Raw -1475179.927889 + Penalty 1842.421501 = -1473337.506389 nChanged 304 SP:Iteration 11Q (15870.782015 sec): 3 clusters Score: Raw -1475418.617773 + Penalty 1842.421501 = -1473576.196272 nChanged 228 SP:Iteration 12Q (15870.810892 sec): 3 clusters Score: Raw -1475557.605242 + Penalty 1842.421501 = -1473715.183741 nChanged 152 SP:Iteration 13Q (15870.839223 sec): 3 clusters Score: Raw -1475637.498047 + Penalty 1842.421501 = -1473795.076546 nChanged 109 SP:Iteration 14Q (15870.867449 sec): 3 clusters Score: Raw -1475694.160913 + Penalty 1842.421501 = -1473851.739412 nChanged 78 SP:Iteration 15Q (15870.895510 sec): 3 clusters Score: Raw -1475729.049990 + Penalty 1842.421501 = -1473886.628489 nChanged 63 SP:Iteration 16Q (15870.923295 sec): 3 clusters Score: Raw -1475756.957806 + Penalty 1842.421501 = -1473914.536305 nChanged 57 SP:Iteration 17Q (15870.950986 sec): 3 clusters Score: Raw -1475779.195394 + Penalty 1842.421501 = -1473936.773893 nChanged 44 SP:Iteration 18Q (15870.978664 sec): 3 clusters Score: Raw -1475789.791120 + Penalty 1842.421501 = -1473947.369619 nChanged 28 SP:Iteration 19Q (15871.006272 sec): 3 clusters Score: Raw -1475797.393429 + Penalty 1842.421501 = -1473954.971929 nChanged 18 SP:Iteration 20F (15871.036405 sec): 3 clusters Score: Raw -1475801.616450 + Penalty 1842.421501 = -1473959.194949 nChanged 13 SP:Iteration 21Q (15871.064341 sec): 3 clusters Score: Raw -1475805.150428 + Penalty 1842.421501 = -1473962.728927 nChanged 11 SP:Iteration 22Q (15871.091975 sec): 3 clusters Score: Raw -1475808.312001 + Penalty 1842.421501 = -1473965.890500 nChanged 9 SP:Iteration 23Q (15871.119465 sec): 3 clusters Score: Raw -1475809.555159 + Penalty 1842.421501 = -1473967.133659 nChanged 2 SP:Iteration 24Q (15871.146914 sec): 3 clusters Score: Raw -1475809.858919 + Penalty 1842.421501 = -1473967.437418 nChanged 3 SP:Iteration 25Q (15871.174348 sec): 3 clusters Score: Raw -1475810.863255 + Penalty 1842.421501 = -1473968.441755 nChanged 3 SP:Iteration 26Q (15871.201902 sec): 3 clusters Score: Raw -1475812.087177 + Penalty 1842.421501 = -1473969.665677 nChanged 6 SP:Iteration 27Q (15871.229411 sec): 3 clusters Score: Raw -1475813.182708 + Penalty 1842.421501 = -1473970.761207 nChanged 2 SP:Iteration 28Q (15871.256827 sec): 3 clusters Score: Raw -1475813.759881 + Penalty 1842.421501 = -1473971.338381 nChanged 3 SP:Iteration 29Q (15871.284448 sec): 3 clusters Score: Raw -1475814.366353 + Penalty 1842.421501 = -1473971.944852 nChanged 2 SP:Iteration 30Q (15871.311858 sec): 3 clusters Score: Raw -1475814.730244 + Penalty 1842.421501 = -1473972.308744 nChanged 0 SP:Iteration 31F (15871.342168 sec): 3 clusters Score: Raw -1475814.730244 + Penalty 1842.421501 = -1473972.308744 nChanged 0 Trying to split cluster 10 (31278 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15871.384677 sec): 2 clusters Score: Raw -3009565.831587 + Penalty 983.313674 = -3008582.517913 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15871.436841 sec): 3 clusters Score: Raw -2989795.257480 + Penalty 1966.627348 = -2987828.630132 nChanged 14575 SP:Iteration 1F (15871.482920 sec): 3 clusters Score: Raw -2998451.920921 + Penalty 1966.627348 = -2996485.293573 nChanged 1734 SP:Iteration 2F (15871.528808 sec): 3 clusters Score: Raw -2999307.326565 + Penalty 1966.627348 = -2997340.699216 nChanged 1965 SP:Iteration 3F (15871.574890 sec): 3 clusters Score: Raw -3000470.525320 + Penalty 1966.627348 = -2998503.897971 nChanged 2183 SP:Iteration 4F (15871.620530 sec): 3 clusters Score: Raw -3002081.365784 + Penalty 1966.627348 = -3000114.738435 nChanged 2188 SP:Iteration 5F (15871.666387 sec): 3 clusters Score: Raw -3003969.775246 + Penalty 1966.627348 = -3002003.147897 nChanged 1864 SP:Iteration 6F (15871.712593 sec): 3 clusters Score: Raw -3005688.771456 + Penalty 1966.627348 = -3003722.144108 nChanged 1380 SP:Iteration 7Q (15871.758407 sec): 3 clusters Score: Raw -3006818.600121 + Penalty 1966.627348 = -3004851.972773 nChanged 990 SP:Iteration 8Q (15871.802508 sec): 3 clusters Score: Raw -3007484.330164 + Penalty 1966.627348 = -3005517.702816 nChanged 689 SP:Iteration 9Q (15871.845202 sec): 3 clusters Score: Raw -3007904.821798 + Penalty 1966.627348 = -3005938.194450 nChanged 567 SP:Iteration 10Q (15871.887787 sec): 3 clusters Score: Raw -3008252.163597 + Penalty 1966.627348 = -3006285.536249 nChanged 492 SP:Iteration 11Q (15871.931301 sec): 3 clusters Score: Raw -3008548.086460 + Penalty 1966.627348 = -3006581.459112 nChanged 413 SP:Iteration 12Q (15871.971852 sec): 3 clusters Score: Raw -3008780.379369 + Penalty 1966.627348 = -3006813.752021 nChanged 392 SP:Iteration 13Q (15872.012256 sec): 3 clusters Score: Raw -3009001.921285 + Penalty 1966.627348 = -3007035.293937 nChanged 317 SP:Iteration 14Q (15872.052411 sec): 3 clusters Score: Raw -3009182.665516 + Penalty 1966.627348 = -3007216.038168 nChanged 277 SP:Iteration 15Q (15872.092258 sec): 3 clusters Score: Raw -3009335.230207 + Penalty 1966.627348 = -3007368.602859 nChanged 222 SP:Iteration 16Q (15872.131692 sec): 3 clusters Score: Raw -3009452.803218 + Penalty 1966.627348 = -3007486.175870 nChanged 179 SP:Iteration 17Q (15872.170747 sec): 3 clusters Score: Raw -3009549.500902 + Penalty 1966.627348 = -3007582.873554 nChanged 145 SP:Iteration 18Q (15872.209687 sec): 3 clusters Score: Raw -3009634.239020 + Penalty 1966.627348 = -3007667.611672 nChanged 114 SP:Iteration 19Q (15872.248257 sec): 3 clusters Score: Raw -3009694.126468 + Penalty 1966.627348 = -3007727.499120 nChanged 81 SP:Iteration 20F (15872.293900 sec): 3 clusters Score: Raw -3009735.279164 + Penalty 1966.627348 = -3007768.651816 nChanged 76 SP:Iteration 21Q (15872.332331 sec): 3 clusters Score: Raw -3009776.651074 + Penalty 1966.627348 = -3007810.023725 nChanged 63 SP:Iteration 22Q (15872.370526 sec): 3 clusters Score: Raw -3009806.794610 + Penalty 1966.627348 = -3007840.167262 nChanged 47 SP:Iteration 23Q (15872.408744 sec): 3 clusters Score: Raw -3009829.310343 + Penalty 1966.627348 = -3007862.682994 nChanged 39 SP:Iteration 24Q (15872.446945 sec): 3 clusters Score: Raw -3009842.945071 + Penalty 1966.627348 = -3007876.317722 nChanged 22 SP:Iteration 25Q (15872.485219 sec): 3 clusters Score: Raw -3009852.991298 + Penalty 1966.627348 = -3007886.363950 nChanged 25 SP:Iteration 26Q (15872.523193 sec): 3 clusters Score: Raw -3009862.432257 + Penalty 1966.627348 = -3007895.804909 nChanged 23 SP:Iteration 27Q (15872.561477 sec): 3 clusters Score: Raw -3009871.903210 + Penalty 1966.627348 = -3007905.275862 nChanged 18 SP:Iteration 28Q (15872.599501 sec): 3 clusters Score: Raw -3009879.205621 + Penalty 1966.627348 = -3007912.578273 nChanged 15 SP:Iteration 29Q (15872.637694 sec): 3 clusters Score: Raw -3009885.266449 + Penalty 1966.627348 = -3007918.639100 nChanged 13 SP:Iteration 30Q (15872.675785 sec): 3 clusters Score: Raw -3009888.692962 + Penalty 1966.627348 = -3007922.065613 nChanged 7 SP:Iteration 31Q (15872.713779 sec): 3 clusters Score: Raw -3009889.986820 + Penalty 1966.627348 = -3007923.359472 nChanged 6 SP:Iteration 32Q (15872.752192 sec): 3 clusters Score: Raw -3009890.741241 + Penalty 1966.627348 = -3007924.113893 nChanged 1 SP:Iteration 33Q (15872.790142 sec): 3 clusters Score: Raw -3009890.823386 + Penalty 1966.627348 = -3007924.196037 nChanged 0 SP:Iteration 34F (15872.835583 sec): 3 clusters Score: Raw -3009890.823386 + Penalty 1966.627348 = -3007924.196037 nChanged 0 Trying to split cluster 11 (64129 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15872.905059 sec): 2 clusters Score: Raw -5848883.096372 + Penalty 1051.521936 = -5847831.574436 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15872.996563 sec): 3 clusters Score: Raw -5807025.678288 + Penalty 2103.043872 = -5804922.634416 nChanged 30787 SP:Iteration 1F (15873.083638 sec): 3 clusters Score: Raw -5825107.535236 + Penalty 2103.043872 = -5823004.491364 nChanged 2118 SP:Iteration 2Q (15873.175117 sec): 3 clusters Score: Raw -5825646.227092 + Penalty 2103.043872 = -5823543.183219 nChanged 2292 SP:Iteration 3Q (15873.266599 sec): 3 clusters Score: Raw -5826277.135794 + Penalty 2103.043872 = -5824174.091922 nChanged 2430 SP:Iteration 4Q (15873.358102 sec): 3 clusters Score: Raw -5827057.056294 + Penalty 2103.043872 = -5824954.012422 nChanged 2721 SP:Iteration 5Q (15873.449532 sec): 3 clusters Score: Raw -5828055.190125 + Penalty 2103.043872 = -5825952.146253 nChanged 2993 SP:Iteration 6Q (15873.540844 sec): 3 clusters Score: Raw -5829347.620188 + Penalty 2103.043872 = -5827244.576316 nChanged 3263 SP:Iteration 7F (15873.659599 sec): 3 clusters Score: Raw -5831112.981722 + Penalty 2103.043872 = -5829009.937850 nChanged 3667 SP:Iteration 8F (15873.756945 sec): 3 clusters Score: Raw -5833481.723845 + Penalty 2103.043872 = -5831378.679973 nChanged 3670 SP:Iteration 9F (15873.843812 sec): 3 clusters Score: Raw -5836330.289688 + Penalty 2103.043872 = -5834227.245816 nChanged 3420 SP:Iteration 10F (15873.930804 sec): 3 clusters Score: Raw -5838794.036309 + Penalty 2103.043872 = -5836690.992437 nChanged 2613 SP:Iteration 11Q (15874.019470 sec): 3 clusters Score: Raw -5840339.090543 + Penalty 2103.043872 = -5838236.046671 nChanged 1886 SP:Iteration 12Q (15874.106453 sec): 3 clusters Score: Raw -5841209.484535 + Penalty 2103.043872 = -5839106.440663 nChanged 1380 SP:Iteration 13Q (15874.192188 sec): 3 clusters Score: Raw -5841765.523261 + Penalty 2103.043872 = -5839662.479389 nChanged 1180 SP:Iteration 14Q (15874.276859 sec): 3 clusters Score: Raw -5842242.249473 + Penalty 2103.043872 = -5840139.205601 nChanged 1153 SP:Iteration 15Q (15874.360882 sec): 3 clusters Score: Raw -5842738.758792 + Penalty 2103.043872 = -5840635.714920 nChanged 1173 SP:Iteration 16Q (15874.443957 sec): 3 clusters Score: Raw -5843238.172728 + Penalty 2103.043872 = -5841135.128856 nChanged 1115 SP:Iteration 17Q (15874.526252 sec): 3 clusters Score: Raw -5843734.125258 + Penalty 2103.043872 = -5841631.081386 nChanged 1070 SP:Iteration 18Q (15874.607897 sec): 3 clusters Score: Raw -5844208.958167 + Penalty 2103.043872 = -5842105.914295 nChanged 976 SP:Iteration 19Q (15874.688975 sec): 3 clusters Score: Raw -5844636.834677 + Penalty 2103.043872 = -5842533.790805 nChanged 934 SP:Iteration 20F (15874.775780 sec): 3 clusters Score: Raw -5845055.540423 + Penalty 2103.043872 = -5842952.496551 nChanged 919 SP:Iteration 21Q (15874.855619 sec): 3 clusters Score: Raw -5845476.945578 + Penalty 2103.043872 = -5843373.901706 nChanged 856 SP:Iteration 22Q (15874.934866 sec): 3 clusters Score: Raw -5845876.401146 + Penalty 2103.043872 = -5843773.357274 nChanged 826 SP:Iteration 23Q (15875.013689 sec): 3 clusters Score: Raw -5846277.390180 + Penalty 2103.043872 = -5844174.346308 nChanged 778 SP:Iteration 24Q (15875.091778 sec): 3 clusters Score: Raw -5846647.761939 + Penalty 2103.043872 = -5844544.718067 nChanged 695 SP:Iteration 25Q (15875.169054 sec): 3 clusters Score: Raw -5846977.807618 + Penalty 2103.043872 = -5844874.763746 nChanged 652 SP:Iteration 26Q (15875.245665 sec): 3 clusters Score: Raw -5847289.774687 + Penalty 2103.043872 = -5845186.730815 nChanged 587 SP:Iteration 27Q (15875.321696 sec): 3 clusters Score: Raw -5847581.343327 + Penalty 2103.043872 = -5845478.299455 nChanged 538 SP:Iteration 28Q (15875.397209 sec): 3 clusters Score: Raw -5847855.071739 + Penalty 2103.043872 = -5845752.027867 nChanged 441 SP:Iteration 29Q (15875.472174 sec): 3 clusters Score: Raw -5848063.489577 + Penalty 2103.043872 = -5845960.445705 nChanged 393 SP:Iteration 30Q (15875.546481 sec): 3 clusters Score: Raw -5848244.481293 + Penalty 2103.043872 = -5846141.437421 nChanged 334 SP:Iteration 31Q (15875.620502 sec): 3 clusters Score: Raw -5848400.525504 + Penalty 2103.043872 = -5846297.481632 nChanged 286 SP:Iteration 32Q (15875.693392 sec): 3 clusters Score: Raw -5848532.444576 + Penalty 2103.043872 = -5846429.400704 nChanged 241 SP:Iteration 33Q (15875.765741 sec): 3 clusters Score: Raw -5848640.403714 + Penalty 2103.043872 = -5846537.359842 nChanged 197 SP:Iteration 34Q (15875.837940 sec): 3 clusters Score: Raw -5848724.839299 + Penalty 2103.043872 = -5846621.795427 nChanged 170 SP:Iteration 35Q (15875.909930 sec): 3 clusters Score: Raw -5848796.880214 + Penalty 2103.043872 = -5846693.836342 nChanged 140 SP:Iteration 36Q (15875.981683 sec): 3 clusters Score: Raw -5848853.756946 + Penalty 2103.043872 = -5846750.713074 nChanged 125 SP:Iteration 37Q (15876.053360 sec): 3 clusters Score: Raw -5848898.683602 + Penalty 2103.043872 = -5846795.639730 nChanged 92 SP:Iteration 38Q (15876.124879 sec): 3 clusters Score: Raw -5848933.160773 + Penalty 2103.043872 = -5846830.116901 nChanged 85 SP:Iteration 39Q (15876.196152 sec): 3 clusters Score: Raw -5848969.547653 + Penalty 2103.043872 = -5846866.503781 nChanged 74 SP:Iteration 40F (15876.282014 sec): 3 clusters Score: Raw -5849005.669785 + Penalty 2103.043872 = -5846902.625913 nChanged 62 SP:Iteration 41Q (15876.353241 sec): 3 clusters Score: Raw -5849035.510868 + Penalty 2103.043872 = -5846932.466996 nChanged 57 SP:Iteration 42Q (15876.424419 sec): 3 clusters Score: Raw -5849059.094795 + Penalty 2103.043872 = -5846956.050923 nChanged 48 SP:Iteration 43Q (15876.495482 sec): 3 clusters Score: Raw -5849081.620967 + Penalty 2103.043872 = -5846978.577095 nChanged 45 SP:Iteration 44Q (15876.566531 sec): 3 clusters Score: Raw -5849103.784618 + Penalty 2103.043872 = -5847000.740745 nChanged 38 SP:Iteration 45Q (15876.637564 sec): 3 clusters Score: Raw -5849122.483313 + Penalty 2103.043872 = -5847019.439441 nChanged 35 SP:Iteration 46Q (15876.708575 sec): 3 clusters Score: Raw -5849139.511837 + Penalty 2103.043872 = -5847036.467965 nChanged 25 SP:Iteration 47Q (15876.779540 sec): 3 clusters Score: Raw -5849152.136174 + Penalty 2103.043872 = -5847049.092302 nChanged 22 SP:Iteration 48Q (15876.850606 sec): 3 clusters Score: Raw -5849166.946202 + Penalty 2103.043872 = -5847063.902330 nChanged 28 SP:Iteration 49Q (15876.921699 sec): 3 clusters Score: Raw -5849180.635248 + Penalty 2103.043872 = -5847077.591376 nChanged 13 SP:Iteration 50Q (15876.992677 sec): 3 clusters Score: Raw -5849186.948539 + Penalty 2103.043872 = -5847083.904667 nChanged 12 SP:Iteration 51Q (15877.063636 sec): 3 clusters Score: Raw -5849191.336705 + Penalty 2103.043872 = -5847088.292833 nChanged 6 SP:Iteration 52Q (15877.134540 sec): 3 clusters Score: Raw -5849192.996065 + Penalty 2103.043872 = -5847089.952193 nChanged 1 SP:Iteration 53Q (15877.205385 sec): 3 clusters Score: Raw -5849193.178181 + Penalty 2103.043872 = -5847090.134309 nChanged 1 SP:Iteration 54Q (15877.275562 sec): 3 clusters Score: Raw -5849193.816597 + Penalty 2103.043872 = -5847090.772725 nChanged 2 SP:Iteration 55Q (15877.347907 sec): 3 clusters Score: Raw -5849194.291243 + Penalty 2103.043872 = -5847091.247371 nChanged 2 SP:Iteration 56Q (15877.419050 sec): 3 clusters Score: Raw -5849194.772350 + Penalty 2103.043872 = -5847091.728478 nChanged 1 SP:Iteration 57Q (15877.490094 sec): 3 clusters Score: Raw -5849194.953985 + Penalty 2103.043872 = -5847091.910113 nChanged 2 SP:Iteration 58Q (15877.561014 sec): 3 clusters Score: Raw -5849195.291671 + Penalty 2103.043872 = -5847092.247799 nChanged 2 SP:Iteration 59Q (15877.631857 sec): 3 clusters Score: Raw -5849195.690548 + Penalty 2103.043872 = -5847092.646676 nChanged 1 SP:Iteration 60F (15877.717719 sec): 3 clusters Score: Raw -5849195.814893 + Penalty 2103.043872 = -5847092.771021 nChanged 0 Trying to split cluster 12 (2540 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15877.724971 sec): 2 clusters Score: Raw -238177.746777 + Penalty 744.792339 = -237432.954438 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15877.735281 sec): 3 clusters Score: Raw -236887.885585 + Penalty 1489.584678 = -235398.300907 nChanged 1032 SP:Iteration 1F (15877.744803 sec): 3 clusters Score: Raw -237499.407454 + Penalty 1489.584678 = -236009.822776 nChanged 219 SP:Iteration 2F (15877.754285 sec): 3 clusters Score: Raw -237677.579430 + Penalty 1489.584678 = -236187.994751 nChanged 189 SP:Iteration 3F (15877.763728 sec): 3 clusters Score: Raw -237845.859705 + Penalty 1489.584678 = -236356.275026 nChanged 170 SP:Iteration 4F (15877.773101 sec): 3 clusters Score: Raw -237981.257659 + Penalty 1489.584678 = -236491.672981 nChanged 140 SP:Iteration 5F (15877.782551 sec): 3 clusters Score: Raw -238086.459613 + Penalty 1489.584678 = -236596.874935 nChanged 109 SP:Iteration 6Q (15877.791945 sec): 3 clusters Score: Raw -238149.171343 + Penalty 1489.584678 = -236659.586664 nChanged 77 SP:Iteration 7Q (15877.801302 sec): 3 clusters Score: Raw -238185.728000 + Penalty 1489.584678 = -236696.143322 nChanged 49 SP:Iteration 8Q (15877.810711 sec): 3 clusters Score: Raw -238208.850201 + Penalty 1489.584678 = -236719.265522 nChanged 36 SP:Iteration 9Q (15877.820058 sec): 3 clusters Score: Raw -238225.528050 + Penalty 1489.584678 = -236735.943372 nChanged 22 SP:Iteration 10Q (15877.829255 sec): 3 clusters Score: Raw -238233.388409 + Penalty 1489.584678 = -236743.803731 nChanged 19 SP:Iteration 11Q (15877.838523 sec): 3 clusters Score: Raw -238243.757715 + Penalty 1489.584678 = -236754.173037 nChanged 22 SP:Iteration 12Q (15877.847860 sec): 3 clusters Score: Raw -238253.202477 + Penalty 1489.584678 = -236763.617799 nChanged 21 SP:Iteration 13Q (15877.857190 sec): 3 clusters Score: Raw -238263.635789 + Penalty 1489.584678 = -236774.051111 nChanged 22 SP:Iteration 14Q (15877.866502 sec): 3 clusters Score: Raw -238279.687130 + Penalty 1489.584678 = -236790.102451 nChanged 23 SP:Iteration 15Q (15877.875839 sec): 3 clusters Score: Raw -238294.177446 + Penalty 1489.584678 = -236804.592768 nChanged 23 SP:Iteration 16Q (15877.885148 sec): 3 clusters Score: Raw -238304.873452 + Penalty 1489.584678 = -236815.288773 nChanged 16 SP:Iteration 17Q (15877.894394 sec): 3 clusters Score: Raw -238312.934721 + Penalty 1489.584678 = -236823.350042 nChanged 15 SP:Iteration 18Q (15877.903730 sec): 3 clusters Score: Raw -238325.632817 + Penalty 1489.584678 = -236836.048139 nChanged 16 SP:Iteration 19Q (15877.912859 sec): 3 clusters Score: Raw -238340.099120 + Penalty 1489.584678 = -236850.514441 nChanged 20 SP:Iteration 20F (15877.922260 sec): 3 clusters Score: Raw -238352.479491 + Penalty 1489.584678 = -236862.894813 nChanged 11 SP:Iteration 21Q (15877.931332 sec): 3 clusters Score: Raw -238360.335703 + Penalty 1489.584678 = -236870.751025 nChanged 11 SP:Iteration 22Q (15877.940493 sec): 3 clusters Score: Raw -238365.841208 + Penalty 1489.584678 = -236876.256529 nChanged 12 SP:Iteration 23Q (15877.949694 sec): 3 clusters Score: Raw -238371.384014 + Penalty 1489.584678 = -236881.799336 nChanged 8 SP:Iteration 24Q (15877.958862 sec): 3 clusters Score: Raw -238373.536497 + Penalty 1489.584678 = -236883.951818 nChanged 5 SP:Iteration 25Q (15877.967929 sec): 3 clusters Score: Raw -238374.861175 + Penalty 1489.584678 = -236885.276497 nChanged 3 SP:Iteration 26Q (15877.976991 sec): 3 clusters Score: Raw -238375.541463 + Penalty 1489.584678 = -236885.956785 nChanged 2 SP:Iteration 27Q (15877.986159 sec): 3 clusters Score: Raw -238376.512462 + Penalty 1489.584678 = -236886.927783 nChanged 1 SP:Iteration 28Q (15877.995198 sec): 3 clusters Score: Raw -238376.960170 + Penalty 1489.584678 = -236887.375491 nChanged 4 SP:Iteration 29Q (15878.004430 sec): 3 clusters Score: Raw -238379.744700 + Penalty 1489.584678 = -236890.160022 nChanged 3 SP:Iteration 30Q (15878.013481 sec): 3 clusters Score: Raw -238381.071231 + Penalty 1489.584678 = -236891.486552 nChanged 1 SP:Iteration 31Q (15878.022680 sec): 3 clusters Score: Raw -238381.188622 + Penalty 1489.584678 = -236891.603944 nChanged 1 SP:Iteration 32Q (15878.031864 sec): 3 clusters Score: Raw -238381.743830 + Penalty 1489.584678 = -236892.159152 nChanged 3 SP:Iteration 33Q (15878.040886 sec): 3 clusters Score: Raw -238383.490268 + Penalty 1489.584678 = -236893.905590 nChanged 4 SP:Iteration 34Q (15878.050080 sec): 3 clusters Score: Raw -238385.641518 + Penalty 1489.584678 = -236896.056840 nChanged 8 SP:Iteration 35Q (15878.059133 sec): 3 clusters Score: Raw -238389.436046 + Penalty 1489.584678 = -236899.851367 nChanged 4 SP:Iteration 36Q (15878.068283 sec): 3 clusters Score: Raw -238391.966794 + Penalty 1489.584678 = -236902.382116 nChanged 5 SP:Iteration 37Q (15878.077428 sec): 3 clusters Score: Raw -238392.837494 + Penalty 1489.584678 = -236903.252815 nChanged 2 SP:Iteration 38Q (15878.086545 sec): 3 clusters Score: Raw -238393.110804 + Penalty 1489.584678 = -236903.526126 nChanged 2 SP:Iteration 39Q (15878.095670 sec): 3 clusters Score: Raw -238393.613851 + Penalty 1489.584678 = -236904.029172 nChanged 1 SP:Iteration 40F (15878.105062 sec): 3 clusters Score: Raw -238394.168598 + Penalty 1489.584678 = -236904.583919 nChanged 0 Trying to split cluster 13 (33628 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15878.152525 sec): 2 clusters Score: Raw -3227636.134616 + Penalty 990.195862 = -3226645.938754 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15878.207590 sec): 3 clusters Score: Raw -3206111.057202 + Penalty 1980.391723 = -3204130.665479 nChanged 15867 SP:Iteration 1F (15878.258960 sec): 3 clusters Score: Raw -3215687.168491 + Penalty 1980.391723 = -3213706.776768 nChanged 1883 SP:Iteration 2F (15878.310013 sec): 3 clusters Score: Raw -3216527.754125 + Penalty 1980.391723 = -3214547.362402 nChanged 2159 SP:Iteration 3F (15878.361198 sec): 3 clusters Score: Raw -3217748.251355 + Penalty 1980.391723 = -3215767.859631 nChanged 2418 SP:Iteration 4F (15878.412572 sec): 3 clusters Score: Raw -3219424.056885 + Penalty 1980.391723 = -3217443.665162 nChanged 2603 SP:Iteration 5F (15878.463929 sec): 3 clusters Score: Raw -3221578.561355 + Penalty 1980.391723 = -3219598.169632 nChanged 2528 SP:Iteration 6F (15878.514736 sec): 3 clusters Score: Raw -3223959.195324 + Penalty 1980.391723 = -3221978.803601 nChanged 1949 SP:Iteration 7F (15878.566069 sec): 3 clusters Score: Raw -3225858.530144 + Penalty 1980.391723 = -3223878.138421 nChanged 1153 SP:Iteration 8Q (15878.616183 sec): 3 clusters Score: Raw -3226994.691602 + Penalty 1980.391723 = -3225014.299879 nChanged 513 SP:Iteration 9Q (15878.663211 sec): 3 clusters Score: Raw -3227492.133531 + Penalty 1980.391723 = -3225511.741808 nChanged 172 SP:Iteration 10Q (15878.707373 sec): 3 clusters Score: Raw -3227674.672243 + Penalty 1980.391723 = -3225694.280520 nChanged 65 SP:Iteration 11Q (15878.750208 sec): 3 clusters Score: Raw -3227740.483283 + Penalty 1980.391723 = -3225760.091560 nChanged 27 SP:Iteration 12Q (15878.792886 sec): 3 clusters Score: Raw -3227771.942634 + Penalty 1980.391723 = -3225791.550911 nChanged 18 SP:Iteration 13Q (15878.835274 sec): 3 clusters Score: Raw -3227793.934075 + Penalty 1980.391723 = -3225813.542352 nChanged 12 SP:Iteration 14Q (15878.877499 sec): 3 clusters Score: Raw -3227808.060498 + Penalty 1980.391723 = -3225827.668775 nChanged 8 SP:Iteration 15Q (15878.920052 sec): 3 clusters Score: Raw -3227818.923815 + Penalty 1980.391723 = -3225838.532092 nChanged 6 SP:Iteration 16Q (15878.962300 sec): 3 clusters Score: Raw -3227825.821681 + Penalty 1980.391723 = -3225845.429958 nChanged 6 SP:Iteration 17Q (15879.004805 sec): 3 clusters Score: Raw -3227833.700371 + Penalty 1980.391723 = -3225853.308648 nChanged 8 SP:Iteration 18Q (15879.047039 sec): 3 clusters Score: Raw -3227841.251364 + Penalty 1980.391723 = -3225860.859641 nChanged 5 SP:Iteration 19Q (15879.089165 sec): 3 clusters Score: Raw -3227843.451021 + Penalty 1980.391723 = -3225863.059298 nChanged 1 SP:Iteration 20F (15879.139254 sec): 3 clusters Score: Raw -3227843.901610 + Penalty 1980.391723 = -3225863.509886 nChanged 0 Trying to split cluster 14 (67160 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15879.211825 sec): 2 clusters Score: Raw -6150343.967323 + Penalty 1055.909146 = -6149288.058177 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15879.300847 sec): 3 clusters Score: Raw -6106428.891338 + Penalty 2111.818291 = -6104317.073047 nChanged 32328 SP:Iteration 1F (15879.386267 sec): 3 clusters Score: Raw -6125265.923175 + Penalty 2111.818291 = -6123154.104884 nChanged 2530 SP:Iteration 2Q (15879.478137 sec): 3 clusters Score: Raw -6125940.024591 + Penalty 2111.818291 = -6123828.206300 nChanged 2579 SP:Iteration 3Q (15879.573136 sec): 3 clusters Score: Raw -6126705.972851 + Penalty 2111.818291 = -6124594.154560 nChanged 2776 SP:Iteration 4Q (15879.699943 sec): 3 clusters Score: Raw -6127688.684510 + Penalty 2111.818291 = -6125576.866219 nChanged 3010 SP:Iteration 5Q (15879.792629 sec): 3 clusters Score: Raw -6129078.047880 + Penalty 2111.818291 = -6126966.229588 nChanged 3646 SP:Iteration 6F (15879.877987 sec): 3 clusters Score: Raw -6131273.364273 + Penalty 2111.818291 = -6129161.545981 nChanged 4311 SP:Iteration 7F (15879.963423 sec): 3 clusters Score: Raw -6134460.419896 + Penalty 2111.818291 = -6132348.601605 nChanged 4526 SP:Iteration 8F (15880.048756 sec): 3 clusters Score: Raw -6138260.376822 + Penalty 2111.818291 = -6136148.558531 nChanged 4176 SP:Iteration 9F (15880.134053 sec): 3 clusters Score: Raw -6141387.761339 + Penalty 2111.818291 = -6139275.943048 nChanged 2979 SP:Iteration 10Q (15880.222355 sec): 3 clusters Score: Raw -6143036.864584 + Penalty 2111.818291 = -6140925.046293 nChanged 1917 SP:Iteration 11Q (15880.308875 sec): 3 clusters Score: Raw -6143988.124848 + Penalty 2111.818291 = -6141876.306557 nChanged 1538 SP:Iteration 12Q (15880.394545 sec): 3 clusters Score: Raw -6144842.796919 + Penalty 2111.818291 = -6142730.978628 nChanged 1410 SP:Iteration 13Q (15880.479635 sec): 3 clusters Score: Raw -6145655.170332 + Penalty 2111.818291 = -6143543.352041 nChanged 1338 SP:Iteration 14Q (15880.563904 sec): 3 clusters Score: Raw -6146396.541594 + Penalty 2111.818291 = -6144284.723303 nChanged 1260 SP:Iteration 15Q (15880.647517 sec): 3 clusters Score: Raw -6147054.354810 + Penalty 2111.818291 = -6144942.536519 nChanged 1052 SP:Iteration 16Q (15880.730163 sec): 3 clusters Score: Raw -6147513.270839 + Penalty 2111.818291 = -6145401.452547 nChanged 861 SP:Iteration 17Q (15880.812353 sec): 3 clusters Score: Raw -6147830.444311 + Penalty 2111.818291 = -6145718.626020 nChanged 706 SP:Iteration 18Q (15880.893927 sec): 3 clusters Score: Raw -6148044.546880 + Penalty 2111.818291 = -6145932.728589 nChanged 577 SP:Iteration 19Q (15880.975017 sec): 3 clusters Score: Raw -6148198.403024 + Penalty 2111.818291 = -6146086.584733 nChanged 508 SP:Iteration 20F (15881.060513 sec): 3 clusters Score: Raw -6148317.889331 + Penalty 2111.818291 = -6146206.071039 nChanged 489 SP:Iteration 21Q (15881.141640 sec): 3 clusters Score: Raw -6148431.534325 + Penalty 2111.818291 = -6146319.716034 nChanged 454 SP:Iteration 22Q (15881.222313 sec): 3 clusters Score: Raw -6148524.733456 + Penalty 2111.818291 = -6146412.915164 nChanged 403 SP:Iteration 23Q (15881.304001 sec): 3 clusters Score: Raw -6148598.374027 + Penalty 2111.818291 = -6146486.555736 nChanged 354 SP:Iteration 24Q (15881.384185 sec): 3 clusters Score: Raw -6148661.534013 + Penalty 2111.818291 = -6146549.715722 nChanged 339 SP:Iteration 25Q (15881.463973 sec): 3 clusters Score: Raw -6148716.753728 + Penalty 2111.818291 = -6146604.935437 nChanged 337 SP:Iteration 26Q (15881.543638 sec): 3 clusters Score: Raw -6148769.509936 + Penalty 2111.818291 = -6146657.691645 nChanged 326 SP:Iteration 27Q (15881.622983 sec): 3 clusters Score: Raw -6148821.025384 + Penalty 2111.818291 = -6146709.207093 nChanged 319 SP:Iteration 28Q (15881.702066 sec): 3 clusters Score: Raw -6148871.786193 + Penalty 2111.818291 = -6146759.967902 nChanged 306 SP:Iteration 29Q (15881.780795 sec): 3 clusters Score: Raw -6148918.888847 + Penalty 2111.818291 = -6146807.070556 nChanged 294 SP:Iteration 30Q (15881.859281 sec): 3 clusters Score: Raw -6148963.062183 + Penalty 2111.818291 = -6146851.243892 nChanged 279 SP:Iteration 31Q (15881.937555 sec): 3 clusters Score: Raw -6149004.309602 + Penalty 2111.818291 = -6146892.491311 nChanged 275 SP:Iteration 32Q (15882.015680 sec): 3 clusters Score: Raw -6149046.816951 + Penalty 2111.818291 = -6146934.998660 nChanged 273 SP:Iteration 33Q (15882.093392 sec): 3 clusters Score: Raw -6149089.909081 + Penalty 2111.818291 = -6146978.090789 nChanged 272 SP:Iteration 34Q (15882.171061 sec): 3 clusters Score: Raw -6149131.953275 + Penalty 2111.818291 = -6147020.134984 nChanged 267 SP:Iteration 35Q (15882.248633 sec): 3 clusters Score: Raw -6149173.204530 + Penalty 2111.818291 = -6147061.386239 nChanged 250 SP:Iteration 36Q (15882.325788 sec): 3 clusters Score: Raw -6149212.612814 + Penalty 2111.818291 = -6147100.794523 nChanged 243 SP:Iteration 37Q (15882.402841 sec): 3 clusters Score: Raw -6149247.118115 + Penalty 2111.818291 = -6147135.299824 nChanged 214 SP:Iteration 38Q (15882.479667 sec): 3 clusters Score: Raw -6149278.615339 + Penalty 2111.818291 = -6147166.797048 nChanged 216 SP:Iteration 39Q (15882.556243 sec): 3 clusters Score: Raw -6149308.894265 + Penalty 2111.818291 = -6147197.075974 nChanged 228 SP:Iteration 40F (15882.641453 sec): 3 clusters Score: Raw -6149343.766693 + Penalty 2111.818291 = -6147231.948402 nChanged 226 SP:Iteration 41Q (15882.718008 sec): 3 clusters Score: Raw -6149377.943263 + Penalty 2111.818291 = -6147266.124972 nChanged 217 SP:Iteration 42Q (15882.794374 sec): 3 clusters Score: Raw -6149411.158187 + Penalty 2111.818291 = -6147299.339895 nChanged 198 SP:Iteration 43Q (15882.870630 sec): 3 clusters Score: Raw -6149439.983840 + Penalty 2111.818291 = -6147328.165549 nChanged 174 SP:Iteration 44Q (15882.946796 sec): 3 clusters Score: Raw -6149463.099825 + Penalty 2111.818291 = -6147351.281534 nChanged 177 SP:Iteration 45Q (15883.022710 sec): 3 clusters Score: Raw -6149485.442053 + Penalty 2111.818291 = -6147373.623761 nChanged 152 SP:Iteration 46Q (15883.098411 sec): 3 clusters Score: Raw -6149503.582026 + Penalty 2111.818291 = -6147391.763734 nChanged 143 SP:Iteration 47Q (15883.174107 sec): 3 clusters Score: Raw -6149520.931363 + Penalty 2111.818291 = -6147409.113072 nChanged 147 SP:Iteration 48Q (15883.249652 sec): 3 clusters Score: Raw -6149541.173163 + Penalty 2111.818291 = -6147429.354872 nChanged 144 SP:Iteration 49Q (15883.325240 sec): 3 clusters Score: Raw -6149561.249877 + Penalty 2111.818291 = -6147449.431586 nChanged 144 SP:Iteration 50Q (15883.400594 sec): 3 clusters Score: Raw -6149581.983032 + Penalty 2111.818291 = -6147470.164741 nChanged 151 SP:Iteration 51Q (15883.475807 sec): 3 clusters Score: Raw -6149602.317018 + Penalty 2111.818291 = -6147490.498727 nChanged 146 SP:Iteration 52Q (15883.551024 sec): 3 clusters Score: Raw -6149621.827316 + Penalty 2111.818291 = -6147510.009025 nChanged 145 SP:Iteration 53Q (15883.626041 sec): 3 clusters Score: Raw -6149641.111226 + Penalty 2111.818291 = -6147529.292935 nChanged 152 SP:Iteration 54Q (15883.701101 sec): 3 clusters Score: Raw -6149661.655770 + Penalty 2111.818291 = -6147549.837478 nChanged 146 SP:Iteration 55Q (15883.775963 sec): 3 clusters Score: Raw -6149680.657322 + Penalty 2111.818291 = -6147568.839030 nChanged 161 SP:Iteration 56Q (15883.850757 sec): 3 clusters Score: Raw -6149701.538843 + Penalty 2111.818291 = -6147589.720551 nChanged 140 SP:Iteration 57Q (15883.925436 sec): 3 clusters Score: Raw -6149718.773554 + Penalty 2111.818291 = -6147606.955262 nChanged 137 SP:Iteration 58Q (15884.000092 sec): 3 clusters Score: Raw -6149736.460842 + Penalty 2111.818291 = -6147624.642551 nChanged 133 SP:Iteration 59Q (15884.074697 sec): 3 clusters Score: Raw -6149754.164862 + Penalty 2111.818291 = -6147642.346571 nChanged 136 SP:Iteration 60F (15884.159901 sec): 3 clusters Score: Raw -6149771.007204 + Penalty 2111.818291 = -6147659.188913 nChanged 121 SP:Iteration 61Q (15884.234205 sec): 3 clusters Score: Raw -6149787.552134 + Penalty 2111.818291 = -6147675.733843 nChanged 140 SP:Iteration 62Q (15884.308397 sec): 3 clusters Score: Raw -6149809.370981 + Penalty 2111.818291 = -6147697.552690 nChanged 135 SP:Iteration 63Q (15884.382464 sec): 3 clusters Score: Raw -6149830.374808 + Penalty 2111.818291 = -6147718.556517 nChanged 150 SP:Iteration 64Q (15884.456434 sec): 3 clusters Score: Raw -6149853.633408 + Penalty 2111.818291 = -6147741.815117 nChanged 152 SP:Iteration 65Q (15884.530404 sec): 3 clusters Score: Raw -6149876.520497 + Penalty 2111.818291 = -6147764.702206 nChanged 138 SP:Iteration 66Q (15884.604122 sec): 3 clusters Score: Raw -6149897.201775 + Penalty 2111.818291 = -6147785.383483 nChanged 129 SP:Iteration 67Q (15884.677937 sec): 3 clusters Score: Raw -6149917.310012 + Penalty 2111.818291 = -6147805.491721 nChanged 131 SP:Iteration 68Q (15884.780434 sec): 3 clusters Score: Raw -6149940.010347 + Penalty 2111.818291 = -6147828.192056 nChanged 134 SP:Iteration 69Q (15884.854251 sec): 3 clusters Score: Raw -6149962.977361 + Penalty 2111.818291 = -6147851.159070 nChanged 133 SP:Iteration 70Q (15884.927648 sec): 3 clusters Score: Raw -6149985.749815 + Penalty 2111.818291 = -6147873.931524 nChanged 127 SP:Iteration 71Q (15885.001006 sec): 3 clusters Score: Raw -6150010.722214 + Penalty 2111.818291 = -6147898.903922 nChanged 156 SP:Iteration 72Q (15885.074213 sec): 3 clusters Score: Raw -6150044.518160 + Penalty 2111.818291 = -6147932.699868 nChanged 138 SP:Iteration 73Q (15885.147382 sec): 3 clusters Score: Raw -6150071.872701 + Penalty 2111.818291 = -6147960.054409 nChanged 115 SP:Iteration 74Q (15885.220488 sec): 3 clusters Score: Raw -6150095.069156 + Penalty 2111.818291 = -6147983.250865 nChanged 119 SP:Iteration 75Q (15885.293506 sec): 3 clusters Score: Raw -6150115.233844 + Penalty 2111.818291 = -6148003.415553 nChanged 112 SP:Iteration 76Q (15885.366600 sec): 3 clusters Score: Raw -6150135.648570 + Penalty 2111.818291 = -6148023.830278 nChanged 114 SP:Iteration 77Q (15885.439349 sec): 3 clusters Score: Raw -6150158.320642 + Penalty 2111.818291 = -6148046.502351 nChanged 110 SP:Iteration 78Q (15885.512068 sec): 3 clusters Score: Raw -6150180.497939 + Penalty 2111.818291 = -6148068.679648 nChanged 109 SP:Iteration 79Q (15885.584815 sec): 3 clusters Score: Raw -6150207.928107 + Penalty 2111.818291 = -6148096.109816 nChanged 137 SP:Iteration 80F (15885.670175 sec): 3 clusters Score: Raw -6150242.654952 + Penalty 2111.818291 = -6148130.836661 nChanged 134 SP:Iteration 81Q (15885.742717 sec): 3 clusters Score: Raw -6150274.949051 + Penalty 2111.818291 = -6148163.130760 nChanged 121 SP:Iteration 82Q (15885.815173 sec): 3 clusters Score: Raw -6150304.415887 + Penalty 2111.818291 = -6148192.597596 nChanged 112 SP:Iteration 83Q (15885.887536 sec): 3 clusters Score: Raw -6150333.780446 + Penalty 2111.818291 = -6148221.962155 nChanged 111 SP:Iteration 84Q (15885.959834 sec): 3 clusters Score: Raw -6150360.887102 + Penalty 2111.818291 = -6148249.068811 nChanged 120 SP:Iteration 85Q (15886.031995 sec): 3 clusters Score: Raw -6150393.410128 + Penalty 2111.818291 = -6148281.591837 nChanged 116 SP:Iteration 86Q (15886.104233 sec): 3 clusters Score: Raw -6150423.413371 + Penalty 2111.818291 = -6148311.595080 nChanged 104 SP:Iteration 87Q (15886.176142 sec): 3 clusters Score: Raw -6150447.507777 + Penalty 2111.818291 = -6148335.689486 nChanged 106 SP:Iteration 88Q (15886.248125 sec): 3 clusters Score: Raw -6150474.459813 + Penalty 2111.818291 = -6148362.641522 nChanged 86 SP:Iteration 89Q (15886.320085 sec): 3 clusters Score: Raw -6150494.621712 + Penalty 2111.818291 = -6148382.803421 nChanged 100 SP:Iteration 90Q (15886.391886 sec): 3 clusters Score: Raw -6150524.058670 + Penalty 2111.818291 = -6148412.240379 nChanged 96 SP:Iteration 91Q (15886.463635 sec): 3 clusters Score: Raw -6150550.321049 + Penalty 2111.818291 = -6148438.502758 nChanged 79 SP:Iteration 92Q (15886.535423 sec): 3 clusters Score: Raw -6150567.861945 + Penalty 2111.818291 = -6148456.043654 nChanged 58 SP:Iteration 93Q (15886.607023 sec): 3 clusters Score: Raw -6150579.663989 + Penalty 2111.818291 = -6148467.845698 nChanged 49 SP:Iteration 94Q (15886.678658 sec): 3 clusters Score: Raw -6150590.346135 + Penalty 2111.818291 = -6148478.527844 nChanged 52 SP:Iteration 95Q (15886.750287 sec): 3 clusters Score: Raw -6150600.636452 + Penalty 2111.818291 = -6148488.818161 nChanged 48 SP:Iteration 96Q (15886.821198 sec): 3 clusters Score: Raw -6150609.542106 + Penalty 2111.818291 = -6148497.723815 nChanged 46 SP:Iteration 97Q (15886.891896 sec): 3 clusters Score: Raw -6150617.188608 + Penalty 2111.818291 = -6148505.370317 nChanged 43 SP:Iteration 98Q (15886.962561 sec): 3 clusters Score: Raw -6150624.475755 + Penalty 2111.818291 = -6148512.657464 nChanged 33 SP:Iteration 99Q (15887.034202 sec): 3 clusters Score: Raw -6150628.539778 + Penalty 2111.818291 = -6148516.721487 nChanged 24 SP:Iteration 100F (15887.119784 sec): 3 clusters Score: Raw -6150632.071093 + Penalty 2111.818291 = -6148520.252801 nChanged 26 SP:Iteration 101Q (15887.190942 sec): 3 clusters Score: Raw -6150636.717354 + Penalty 2111.818291 = -6148524.899063 nChanged 29 SP:Iteration 102Q (15887.261403 sec): 3 clusters Score: Raw -6150641.014782 + Penalty 2111.818291 = -6148529.196490 nChanged 21 SP:Iteration 103Q (15887.332764 sec): 3 clusters Score: Raw -6150644.148012 + Penalty 2111.818291 = -6148532.329720 nChanged 20 SP:Iteration 104Q (15887.403487 sec): 3 clusters Score: Raw -6150646.089452 + Penalty 2111.818291 = -6148534.271161 nChanged 16 SP:Iteration 105Q (15887.474704 sec): 3 clusters Score: Raw -6150647.513943 + Penalty 2111.818291 = -6148535.695652 nChanged 17 SP:Iteration 106Q (15887.545477 sec): 3 clusters Score: Raw -6150650.643258 + Penalty 2111.818291 = -6148538.824967 nChanged 20 SP:Iteration 107Q (15887.616042 sec): 3 clusters Score: Raw -6150655.409083 + Penalty 2111.818291 = -6148543.590792 nChanged 28 SP:Iteration 108Q (15887.686483 sec): 3 clusters Score: Raw -6150660.302198 + Penalty 2111.818291 = -6148548.483907 nChanged 25 SP:Iteration 109Q (15887.756855 sec): 3 clusters Score: Raw -6150664.434544 + Penalty 2111.818291 = -6148552.616253 nChanged 21 SP:Iteration 110Q (15887.827535 sec): 3 clusters Score: Raw -6150667.462613 + Penalty 2111.818291 = -6148555.644322 nChanged 17 SP:Iteration 111Q (15887.898010 sec): 3 clusters Score: Raw -6150669.416109 + Penalty 2111.818291 = -6148557.597818 nChanged 11 SP:Iteration 112Q (15887.968414 sec): 3 clusters Score: Raw -6150670.656887 + Penalty 2111.818291 = -6148558.838596 nChanged 10 SP:Iteration 113Q (15888.038842 sec): 3 clusters Score: Raw -6150671.607850 + Penalty 2111.818291 = -6148559.789559 nChanged 5 SP:Iteration 114Q (15888.109475 sec): 3 clusters Score: Raw -6150672.070015 + Penalty 2111.818291 = -6148560.251724 nChanged 1 SP:Iteration 115Q (15888.204905 sec): 3 clusters Score: Raw -6150672.204029 + Penalty 2111.818291 = -6148560.385738 nChanged 2 SP:Iteration 116Q (15888.275692 sec): 3 clusters Score: Raw -6150672.430378 + Penalty 2111.818291 = -6148560.612087 nChanged 2 SP:Iteration 117Q (15888.346272 sec): 3 clusters Score: Raw -6150672.606778 + Penalty 2111.818291 = -6148560.788487 nChanged 2 SP:Iteration 118Q (15888.416689 sec): 3 clusters Score: Raw -6150672.877212 + Penalty 2111.818291 = -6148561.058920 nChanged 4 SP:Iteration 119Q (15888.487298 sec): 3 clusters Score: Raw -6150673.160436 + Penalty 2111.818291 = -6148561.342145 nChanged 3 SP:Iteration 120F (15888.571953 sec): 3 clusters Score: Raw -6150673.327210 + Penalty 2111.818291 = -6148561.508919 nChanged 2 SP:Iteration 121Q (15888.642626 sec): 3 clusters Score: Raw -6150673.722845 + Penalty 2111.818291 = -6148561.904553 nChanged 5 SP:Iteration 122Q (15888.713126 sec): 3 clusters Score: Raw -6150674.421403 + Penalty 2111.818291 = -6148562.603112 nChanged 8 SP:Iteration 123Q (15888.783603 sec): 3 clusters Score: Raw -6150675.200041 + Penalty 2111.818291 = -6148563.381749 nChanged 4 SP:Iteration 124Q (15888.854322 sec): 3 clusters Score: Raw -6150675.500191 + Penalty 2111.818291 = -6148563.681900 nChanged 2 SP:Iteration 125Q (15888.924870 sec): 3 clusters Score: Raw -6150675.669738 + Penalty 2111.818291 = -6148563.851447 nChanged 2 SP:Iteration 126Q (15888.995459 sec): 3 clusters Score: Raw -6150675.848433 + Penalty 2111.818291 = -6148564.030142 nChanged 1 SP:Iteration 127Q (15889.065908 sec): 3 clusters Score: Raw -6150675.874610 + Penalty 2111.818291 = -6148564.056319 nChanged 0 SP:Iteration 128F (15889.150219 sec): 3 clusters Score: Raw -6150675.874610 + Penalty 2111.818291 = -6148564.056319 nChanged 0 Trying to split cluster 15 (3064 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15889.158206 sec): 2 clusters Score: Raw -282946.974796 + Penalty 762.610270 = -282184.364525 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15889.170251 sec): 3 clusters Score: Raw -281318.992641 + Penalty 1525.220541 = -279793.772100 nChanged 1269 SP:Iteration 1F (15889.181527 sec): 3 clusters Score: Raw -282003.374272 + Penalty 1525.220541 = -280478.153731 nChanged 209 SP:Iteration 2F (15889.192741 sec): 3 clusters Score: Raw -282142.118604 + Penalty 1525.220541 = -280616.898063 nChanged 181 SP:Iteration 3F (15889.203894 sec): 3 clusters Score: Raw -282259.044628 + Penalty 1525.220541 = -280733.824087 nChanged 136 SP:Iteration 4Q (15889.215091 sec): 3 clusters Score: Raw -282337.653865 + Penalty 1525.220541 = -280812.433324 nChanged 99 SP:Iteration 5Q (15889.226164 sec): 3 clusters Score: Raw -282387.383180 + Penalty 1525.220541 = -280862.162639 nChanged 97 SP:Iteration 6Q (15889.237313 sec): 3 clusters Score: Raw -282446.670144 + Penalty 1525.220541 = -280921.449603 nChanged 82 SP:Iteration 7Q (15889.248315 sec): 3 clusters Score: Raw -282496.018033 + Penalty 1525.220541 = -280970.797492 nChanged 95 SP:Iteration 8Q (15889.259384 sec): 3 clusters Score: Raw -282552.657515 + Penalty 1525.220541 = -281027.436974 nChanged 94 SP:Iteration 9Q (15889.270306 sec): 3 clusters Score: Raw -282604.747259 + Penalty 1525.220541 = -281079.526719 nChanged 84 SP:Iteration 10Q (15889.281208 sec): 3 clusters Score: Raw -282660.899667 + Penalty 1525.220541 = -281135.679126 nChanged 79 SP:Iteration 11Q (15889.292216 sec): 3 clusters Score: Raw -282697.082826 + Penalty 1525.220541 = -281171.862285 nChanged 73 SP:Iteration 12Q (15889.303038 sec): 3 clusters Score: Raw -282736.474000 + Penalty 1525.220541 = -281211.253459 nChanged 71 SP:Iteration 13Q (15889.314014 sec): 3 clusters Score: Raw -282781.422323 + Penalty 1525.220541 = -281256.201782 nChanged 69 SP:Iteration 14Q (15889.324922 sec): 3 clusters Score: Raw -282823.933704 + Penalty 1525.220541 = -281298.713163 nChanged 62 SP:Iteration 15Q (15889.335770 sec): 3 clusters Score: Raw -282874.577044 + Penalty 1525.220541 = -281349.356503 nChanged 57 SP:Iteration 16Q (15889.346648 sec): 3 clusters Score: Raw -282916.182218 + Penalty 1525.220541 = -281390.961677 nChanged 47 SP:Iteration 17Q (15889.357425 sec): 3 clusters Score: Raw -282940.519893 + Penalty 1525.220541 = -281415.299352 nChanged 34 SP:Iteration 18Q (15889.368191 sec): 3 clusters Score: Raw -282955.433536 + Penalty 1525.220541 = -281430.212995 nChanged 34 SP:Iteration 19Q (15889.378970 sec): 3 clusters Score: Raw -282967.331908 + Penalty 1525.220541 = -281442.111367 nChanged 18 SP:Iteration 20F (15889.390102 sec): 3 clusters Score: Raw -282973.914548 + Penalty 1525.220541 = -281448.694007 nChanged 21 SP:Iteration 21Q (15889.400848 sec): 3 clusters Score: Raw -282981.322175 + Penalty 1525.220541 = -281456.101634 nChanged 17 SP:Iteration 22Q (15889.411562 sec): 3 clusters Score: Raw -282988.083354 + Penalty 1525.220541 = -281462.862813 nChanged 12 SP:Iteration 23Q (15889.422200 sec): 3 clusters Score: Raw -282993.314159 + Penalty 1525.220541 = -281468.093619 nChanged 22 SP:Iteration 24Q (15889.432894 sec): 3 clusters Score: Raw -283004.807253 + Penalty 1525.220541 = -281479.586712 nChanged 19 SP:Iteration 25Q (15889.443607 sec): 3 clusters Score: Raw -283014.058402 + Penalty 1525.220541 = -281488.837861 nChanged 13 SP:Iteration 26Q (15889.454173 sec): 3 clusters Score: Raw -283020.464082 + Penalty 1525.220541 = -281495.243541 nChanged 13 SP:Iteration 27Q (15889.464737 sec): 3 clusters Score: Raw -283025.867800 + Penalty 1525.220541 = -281500.647259 nChanged 11 SP:Iteration 28Q (15889.475443 sec): 3 clusters Score: Raw -283029.835562 + Penalty 1525.220541 = -281504.615022 nChanged 8 SP:Iteration 29Q (15889.486147 sec): 3 clusters Score: Raw -283035.691494 + Penalty 1525.220541 = -281510.470954 nChanged 10 SP:Iteration 30Q (15889.496793 sec): 3 clusters Score: Raw -283040.474779 + Penalty 1525.220541 = -281515.254238 nChanged 11 SP:Iteration 31Q (15889.507462 sec): 3 clusters Score: Raw -283045.469880 + Penalty 1525.220541 = -281520.249339 nChanged 5 SP:Iteration 32Q (15889.518115 sec): 3 clusters Score: Raw -283046.991408 + Penalty 1525.220541 = -281521.770868 nChanged 6 SP:Iteration 33Q (15889.528657 sec): 3 clusters Score: Raw -283048.531777 + Penalty 1525.220541 = -281523.311236 nChanged 2 SP:Iteration 34Q (15889.539302 sec): 3 clusters Score: Raw -283049.235517 + Penalty 1525.220541 = -281524.014976 nChanged 2 SP:Iteration 35Q (15889.549964 sec): 3 clusters Score: Raw -283050.345215 + Penalty 1525.220541 = -281525.124674 nChanged 1 SP:Iteration 36Q (15889.560628 sec): 3 clusters Score: Raw -283050.639531 + Penalty 1525.220541 = -281525.418990 nChanged 2 SP:Iteration 37Q (15889.571298 sec): 3 clusters Score: Raw -283051.270698 + Penalty 1525.220541 = -281526.050157 nChanged 3 SP:Iteration 38Q (15889.581961 sec): 3 clusters Score: Raw -283052.186584 + Penalty 1525.220541 = -281526.966043 nChanged 1 SP:Iteration 39Q (15889.592578 sec): 3 clusters Score: Raw -283052.383596 + Penalty 1525.220541 = -281527.163055 nChanged 0 SP:Iteration 40F (15889.603647 sec): 3 clusters Score: Raw -283052.383596 + Penalty 1525.220541 = -281527.163055 nChanged 0 Trying to split cluster 16 (19722 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15889.634508 sec): 2 clusters Score: Raw -1901356.908908 + Penalty 939.501554 = -1900417.407354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15889.672088 sec): 3 clusters Score: Raw -1889057.484585 + Penalty 1879.003108 = -1887178.481477 nChanged 9192 SP:Iteration 1F (15889.707458 sec): 3 clusters Score: Raw -1894798.514504 + Penalty 1879.003108 = -1892919.511396 nChanged 1220 SP:Iteration 2F (15889.742830 sec): 3 clusters Score: Raw -1895428.854667 + Penalty 1879.003108 = -1893549.851559 nChanged 1245 SP:Iteration 3F (15889.778138 sec): 3 clusters Score: Raw -1896152.485301 + Penalty 1879.003108 = -1894273.482192 nChanged 1231 SP:Iteration 4F (15889.813336 sec): 3 clusters Score: Raw -1897011.330006 + Penalty 1879.003108 = -1895132.326898 nChanged 1218 SP:Iteration 5F (15889.848607 sec): 3 clusters Score: Raw -1898004.282805 + Penalty 1879.003108 = -1896125.279697 nChanged 1151 SP:Iteration 6F (15889.884073 sec): 3 clusters Score: Raw -1899053.214976 + Penalty 1879.003108 = -1897174.211868 nChanged 971 SP:Iteration 7Q (15889.919072 sec): 3 clusters Score: Raw -1899881.794697 + Penalty 1879.003108 = -1898002.791589 nChanged 700 SP:Iteration 8Q (15889.953160 sec): 3 clusters Score: Raw -1900364.952602 + Penalty 1879.003108 = -1898485.949494 nChanged 535 SP:Iteration 9Q (15889.986796 sec): 3 clusters Score: Raw -1900681.902691 + Penalty 1879.003108 = -1898802.899583 nChanged 384 SP:Iteration 10Q (15890.019766 sec): 3 clusters Score: Raw -1900873.351911 + Penalty 1879.003108 = -1898994.348803 nChanged 319 SP:Iteration 11Q (15890.052417 sec): 3 clusters Score: Raw -1900997.356640 + Penalty 1879.003108 = -1899118.353532 nChanged 222 SP:Iteration 12Q (15890.084899 sec): 3 clusters Score: Raw -1901085.805958 + Penalty 1879.003108 = -1899206.802850 nChanged 207 SP:Iteration 13Q (15890.117200 sec): 3 clusters Score: Raw -1901159.050946 + Penalty 1879.003108 = -1899280.047838 nChanged 167 SP:Iteration 14Q (15890.149452 sec): 3 clusters Score: Raw -1901220.119971 + Penalty 1879.003108 = -1899341.116863 nChanged 166 SP:Iteration 15Q (15890.181532 sec): 3 clusters Score: Raw -1901276.512772 + Penalty 1879.003108 = -1899397.509663 nChanged 129 SP:Iteration 16Q (15890.213638 sec): 3 clusters Score: Raw -1901325.473024 + Penalty 1879.003108 = -1899446.469916 nChanged 139 SP:Iteration 17Q (15890.245551 sec): 3 clusters Score: Raw -1901378.706593 + Penalty 1879.003108 = -1899499.703485 nChanged 107 SP:Iteration 18Q (15890.277211 sec): 3 clusters Score: Raw -1901409.398580 + Penalty 1879.003108 = -1899530.395472 nChanged 90 SP:Iteration 19Q (15890.308935 sec): 3 clusters Score: Raw -1901436.101194 + Penalty 1879.003108 = -1899557.098086 nChanged 81 SP:Iteration 20F (15890.344200 sec): 3 clusters Score: Raw -1901462.518397 + Penalty 1879.003108 = -1899583.515289 nChanged 96 SP:Iteration 21Q (15890.375860 sec): 3 clusters Score: Raw -1901498.140257 + Penalty 1879.003108 = -1899619.137149 nChanged 78 SP:Iteration 22Q (15890.407358 sec): 3 clusters Score: Raw -1901529.337166 + Penalty 1879.003108 = -1899650.334057 nChanged 69 SP:Iteration 23Q (15890.438750 sec): 3 clusters Score: Raw -1901563.889292 + Penalty 1879.003108 = -1899684.886184 nChanged 70 SP:Iteration 24Q (15890.469971 sec): 3 clusters Score: Raw -1901597.172927 + Penalty 1879.003108 = -1899718.169819 nChanged 67 SP:Iteration 25Q (15890.501228 sec): 3 clusters Score: Raw -1901626.886675 + Penalty 1879.003108 = -1899747.883567 nChanged 70 SP:Iteration 26Q (15890.532359 sec): 3 clusters Score: Raw -1901662.711394 + Penalty 1879.003108 = -1899783.708286 nChanged 71 SP:Iteration 27Q (15890.563364 sec): 3 clusters Score: Raw -1901693.492512 + Penalty 1879.003108 = -1899814.489404 nChanged 57 SP:Iteration 28Q (15890.594243 sec): 3 clusters Score: Raw -1901718.660578 + Penalty 1879.003108 = -1899839.657470 nChanged 55 SP:Iteration 29Q (15890.625197 sec): 3 clusters Score: Raw -1901743.560729 + Penalty 1879.003108 = -1899864.557620 nChanged 50 SP:Iteration 30Q (15890.656106 sec): 3 clusters Score: Raw -1901767.418610 + Penalty 1879.003108 = -1899888.415502 nChanged 48 SP:Iteration 31Q (15890.686878 sec): 3 clusters Score: Raw -1901785.754574 + Penalty 1879.003108 = -1899906.751466 nChanged 37 SP:Iteration 32Q (15890.717751 sec): 3 clusters Score: Raw -1901796.565600 + Penalty 1879.003108 = -1899917.562492 nChanged 23 SP:Iteration 33Q (15890.748449 sec): 3 clusters Score: Raw -1901802.020939 + Penalty 1879.003108 = -1899923.017830 nChanged 20 SP:Iteration 34Q (15890.779282 sec): 3 clusters Score: Raw -1901806.704198 + Penalty 1879.003108 = -1899927.701090 nChanged 17 SP:Iteration 35Q (15890.810032 sec): 3 clusters Score: Raw -1901811.154918 + Penalty 1879.003108 = -1899932.151810 nChanged 19 SP:Iteration 36Q (15890.840767 sec): 3 clusters Score: Raw -1901815.586380 + Penalty 1879.003108 = -1899936.583272 nChanged 14 SP:Iteration 37Q (15890.871619 sec): 3 clusters Score: Raw -1901819.968117 + Penalty 1879.003108 = -1899940.965009 nChanged 15 SP:Iteration 38Q (15890.902269 sec): 3 clusters Score: Raw -1901825.313469 + Penalty 1879.003108 = -1899946.310360 nChanged 16 SP:Iteration 39Q (15890.933046 sec): 3 clusters Score: Raw -1901829.545622 + Penalty 1879.003108 = -1899950.542514 nChanged 14 SP:Iteration 40F (15890.968271 sec): 3 clusters Score: Raw -1901833.532145 + Penalty 1879.003108 = -1899954.529037 nChanged 12 SP:Iteration 41Q (15890.999158 sec): 3 clusters Score: Raw -1901835.929363 + Penalty 1879.003108 = -1899956.926255 nChanged 13 SP:Iteration 42Q (15891.030004 sec): 3 clusters Score: Raw -1901839.268983 + Penalty 1879.003108 = -1899960.265875 nChanged 14 SP:Iteration 43Q (15891.060686 sec): 3 clusters Score: Raw -1901842.844700 + Penalty 1879.003108 = -1899963.841592 nChanged 15 SP:Iteration 44Q (15891.091486 sec): 3 clusters Score: Raw -1901847.810524 + Penalty 1879.003108 = -1899968.807416 nChanged 15 SP:Iteration 45Q (15891.122153 sec): 3 clusters Score: Raw -1901851.768725 + Penalty 1879.003108 = -1899972.765617 nChanged 13 SP:Iteration 46Q (15891.152860 sec): 3 clusters Score: Raw -1901854.608747 + Penalty 1879.003108 = -1899975.605639 nChanged 10 SP:Iteration 47Q (15891.183594 sec): 3 clusters Score: Raw -1901857.278966 + Penalty 1879.003108 = -1899978.275858 nChanged 10 SP:Iteration 48Q (15891.214232 sec): 3 clusters Score: Raw -1901859.244054 + Penalty 1879.003108 = -1899980.240946 nChanged 7 SP:Iteration 49Q (15891.244969 sec): 3 clusters Score: Raw -1901860.764491 + Penalty 1879.003108 = -1899981.761383 nChanged 7 SP:Iteration 50Q (15891.275526 sec): 3 clusters Score: Raw -1901861.765744 + Penalty 1879.003108 = -1899982.762636 nChanged 5 SP:Iteration 51Q (15891.306191 sec): 3 clusters Score: Raw -1901862.387746 + Penalty 1879.003108 = -1899983.384638 nChanged 3 SP:Iteration 52Q (15891.336896 sec): 3 clusters Score: Raw -1901863.206691 + Penalty 1879.003108 = -1899984.203583 nChanged 3 SP:Iteration 53Q (15891.367510 sec): 3 clusters Score: Raw -1901863.783288 + Penalty 1879.003108 = -1899984.780179 nChanged 4 SP:Iteration 54Q (15891.398258 sec): 3 clusters Score: Raw -1901864.344948 + Penalty 1879.003108 = -1899985.341839 nChanged 2 SP:Iteration 55Q (15891.428903 sec): 3 clusters Score: Raw -1901864.549979 + Penalty 1879.003108 = -1899985.546871 nChanged 2 SP:Iteration 56Q (15891.459694 sec): 3 clusters Score: Raw -1901864.832431 + Penalty 1879.003108 = -1899985.829323 nChanged 4 SP:Iteration 57Q (15891.490356 sec): 3 clusters Score: Raw -1901865.309180 + Penalty 1879.003108 = -1899986.306071 nChanged 0 SP:Iteration 58F (15891.525677 sec): 3 clusters Score: Raw -1901865.309180 + Penalty 1879.003108 = -1899986.306071 nChanged 0 Trying to split cluster 17 (1943 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15891.540470 sec): 2 clusters Score: Raw -177175.739998 + Penalty 719.338903 = -176456.401096 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15891.548390 sec): 3 clusters Score: Raw -176261.555135 + Penalty 1438.677805 = -174822.877329 nChanged 754 SP:Iteration 1F (15891.555646 sec): 3 clusters Score: Raw -176793.954448 + Penalty 1438.677805 = -175355.276643 nChanged 200 SP:Iteration 2F (15891.562878 sec): 3 clusters Score: Raw -176991.830560 + Penalty 1438.677805 = -175553.152754 nChanged 132 SP:Iteration 3F (15891.570098 sec): 3 clusters Score: Raw -177105.713969 + Penalty 1438.677805 = -175667.036164 nChanged 96 SP:Iteration 4Q (15891.577310 sec): 3 clusters Score: Raw -177197.472002 + Penalty 1438.677805 = -175758.794197 nChanged 97 SP:Iteration 5Q (15891.584460 sec): 3 clusters Score: Raw -177293.948836 + Penalty 1438.677805 = -175855.271030 nChanged 68 SP:Iteration 6Q (15891.591629 sec): 3 clusters Score: Raw -177357.411460 + Penalty 1438.677805 = -175918.733654 nChanged 69 SP:Iteration 7Q (15891.598824 sec): 3 clusters Score: Raw -177407.944671 + Penalty 1438.677805 = -175969.266866 nChanged 49 SP:Iteration 8Q (15891.605918 sec): 3 clusters Score: Raw -177443.209617 + Penalty 1438.677805 = -176004.531811 nChanged 46 SP:Iteration 9Q (15891.613070 sec): 3 clusters Score: Raw -177485.838625 + Penalty 1438.677805 = -176047.160820 nChanged 42 SP:Iteration 10Q (15891.620165 sec): 3 clusters Score: Raw -177515.096569 + Penalty 1438.677805 = -176076.418764 nChanged 35 SP:Iteration 11Q (15891.627314 sec): 3 clusters Score: Raw -177538.223072 + Penalty 1438.677805 = -176099.545267 nChanged 28 SP:Iteration 12Q (15891.634438 sec): 3 clusters Score: Raw -177555.055668 + Penalty 1438.677805 = -176116.377862 nChanged 9 SP:Iteration 13Q (15891.641476 sec): 3 clusters Score: Raw -177558.551847 + Penalty 1438.677805 = -176119.874041 nChanged 9 SP:Iteration 14Q (15891.648512 sec): 3 clusters Score: Raw -177561.646888 + Penalty 1438.677805 = -176122.969082 nChanged 4 SP:Iteration 15Q (15891.655645 sec): 3 clusters Score: Raw -177563.458634 + Penalty 1438.677805 = -176124.780828 nChanged 3 SP:Iteration 16Q (15891.662770 sec): 3 clusters Score: Raw -177564.589204 + Penalty 1438.677805 = -176125.911399 nChanged 5 SP:Iteration 17Q (15891.669875 sec): 3 clusters Score: Raw -177565.912551 + Penalty 1438.677805 = -176127.234746 nChanged 2 SP:Iteration 18Q (15891.676904 sec): 3 clusters Score: Raw -177566.258703 + Penalty 1438.677805 = -176127.580898 nChanged 3 SP:Iteration 19Q (15891.684039 sec): 3 clusters Score: Raw -177568.097921 + Penalty 1438.677805 = -176129.420115 nChanged 7 SP:Iteration 20F (15891.691229 sec): 3 clusters Score: Raw -177573.726582 + Penalty 1438.677805 = -176135.048776 nChanged 7 SP:Iteration 21Q (15891.698333 sec): 3 clusters Score: Raw -177579.626624 + Penalty 1438.677805 = -176140.948818 nChanged 12 SP:Iteration 22Q (15891.705435 sec): 3 clusters Score: Raw -177585.346873 + Penalty 1438.677805 = -176146.669068 nChanged 14 SP:Iteration 23Q (15891.712541 sec): 3 clusters Score: Raw -177590.605895 + Penalty 1438.677805 = -176151.928090 nChanged 10 SP:Iteration 24Q (15891.719605 sec): 3 clusters Score: Raw -177593.786205 + Penalty 1438.677805 = -176155.108399 nChanged 10 SP:Iteration 25Q (15891.726629 sec): 3 clusters Score: Raw -177596.229164 + Penalty 1438.677805 = -176157.551359 nChanged 4 SP:Iteration 26Q (15891.733716 sec): 3 clusters Score: Raw -177597.025300 + Penalty 1438.677805 = -176158.347494 nChanged 3 SP:Iteration 27Q (15891.740806 sec): 3 clusters Score: Raw -177597.771130 + Penalty 1438.677805 = -176159.093325 nChanged 0 SP:Iteration 28F (15891.748016 sec): 3 clusters Score: Raw -177597.771130 + Penalty 1438.677805 = -176159.093325 nChanged 0 Trying to split cluster 18 (6879 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15891.767789 sec): 2 clusters Score: Raw -644890.890339 + Penalty 839.441714 = -644051.448625 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15891.789010 sec): 3 clusters Score: Raw -640910.658942 + Penalty 1678.883429 = -639231.775513 nChanged 2996 SP:Iteration 1F (15891.809878 sec): 3 clusters Score: Raw -642512.554693 + Penalty 1678.883429 = -640833.671265 nChanged 486 SP:Iteration 2F (15891.830733 sec): 3 clusters Score: Raw -642747.553879 + Penalty 1678.883429 = -641068.670450 nChanged 403 SP:Iteration 3F (15891.851532 sec): 3 clusters Score: Raw -642943.301051 + Penalty 1678.883429 = -641264.417623 nChanged 377 SP:Iteration 4F (15891.872281 sec): 3 clusters Score: Raw -643113.716374 + Penalty 1678.883429 = -641434.832945 nChanged 321 SP:Iteration 5Q (15891.892983 sec): 3 clusters Score: Raw -643272.255379 + Penalty 1678.883429 = -641593.371950 nChanged 310 SP:Iteration 6Q (15891.913961 sec): 3 clusters Score: Raw -643418.665590 + Penalty 1678.883429 = -641739.782161 nChanged 257 SP:Iteration 7Q (15891.934853 sec): 3 clusters Score: Raw -643557.308026 + Penalty 1678.883429 = -641878.424597 nChanged 265 SP:Iteration 8Q (15891.955551 sec): 3 clusters Score: Raw -643716.076471 + Penalty 1678.883429 = -642037.193042 nChanged 288 SP:Iteration 9Q (15891.976303 sec): 3 clusters Score: Raw -643893.986779 + Penalty 1678.883429 = -642215.103350 nChanged 273 SP:Iteration 10Q (15891.996797 sec): 3 clusters Score: Raw -644060.065667 + Penalty 1678.883429 = -642381.182239 nChanged 229 SP:Iteration 11Q (15892.017395 sec): 3 clusters Score: Raw -644185.766125 + Penalty 1678.883429 = -642506.882697 nChanged 192 SP:Iteration 12Q (15892.038001 sec): 3 clusters Score: Raw -644267.044069 + Penalty 1678.883429 = -642588.160640 nChanged 138 SP:Iteration 13Q (15892.058517 sec): 3 clusters Score: Raw -644309.285536 + Penalty 1678.883429 = -642630.402107 nChanged 91 SP:Iteration 14Q (15892.079233 sec): 3 clusters Score: Raw -644339.793140 + Penalty 1678.883429 = -642660.909712 nChanged 79 SP:Iteration 15Q (15892.099548 sec): 3 clusters Score: Raw -644360.977559 + Penalty 1678.883429 = -642682.094130 nChanged 64 SP:Iteration 16Q (15892.119976 sec): 3 clusters Score: Raw -644375.672507 + Penalty 1678.883429 = -642696.789078 nChanged 55 SP:Iteration 17Q (15892.140333 sec): 3 clusters Score: Raw -644388.927998 + Penalty 1678.883429 = -642710.044569 nChanged 60 SP:Iteration 18Q (15892.160549 sec): 3 clusters Score: Raw -644402.705827 + Penalty 1678.883429 = -642723.822399 nChanged 41 SP:Iteration 19Q (15892.180889 sec): 3 clusters Score: Raw -644410.786287 + Penalty 1678.883429 = -642731.902858 nChanged 29 SP:Iteration 20F (15892.201608 sec): 3 clusters Score: Raw -644414.379357 + Penalty 1678.883429 = -642735.495928 nChanged 17 SP:Iteration 21Q (15892.222019 sec): 3 clusters Score: Raw -644416.490060 + Penalty 1678.883429 = -642737.606631 nChanged 15 SP:Iteration 22Q (15892.242284 sec): 3 clusters Score: Raw -644417.886023 + Penalty 1678.883429 = -642739.002594 nChanged 14 SP:Iteration 23Q (15892.262759 sec): 3 clusters Score: Raw -644420.004631 + Penalty 1678.883429 = -642741.121202 nChanged 16 SP:Iteration 24Q (15892.283296 sec): 3 clusters Score: Raw -644422.879895 + Penalty 1678.883429 = -642743.996466 nChanged 16 SP:Iteration 25Q (15892.303506 sec): 3 clusters Score: Raw -644425.613801 + Penalty 1678.883429 = -642746.730372 nChanged 19 SP:Iteration 26Q (15892.323914 sec): 3 clusters Score: Raw -644428.594726 + Penalty 1678.883429 = -642749.711297 nChanged 21 SP:Iteration 27Q (15892.344306 sec): 3 clusters Score: Raw -644431.717818 + Penalty 1678.883429 = -642752.834390 nChanged 18 SP:Iteration 28Q (15892.364600 sec): 3 clusters Score: Raw -644434.244832 + Penalty 1678.883429 = -642755.361403 nChanged 23 SP:Iteration 29Q (15892.384826 sec): 3 clusters Score: Raw -644437.651696 + Penalty 1678.883429 = -642758.768268 nChanged 24 SP:Iteration 30Q (15892.405034 sec): 3 clusters Score: Raw -644440.954022 + Penalty 1678.883429 = -642762.070594 nChanged 21 SP:Iteration 31Q (15892.425525 sec): 3 clusters Score: Raw -644444.735400 + Penalty 1678.883429 = -642765.851971 nChanged 25 SP:Iteration 32Q (15892.445731 sec): 3 clusters Score: Raw -644449.576345 + Penalty 1678.883429 = -642770.692917 nChanged 30 SP:Iteration 33Q (15892.466135 sec): 3 clusters Score: Raw -644455.133463 + Penalty 1678.883429 = -642776.250034 nChanged 28 SP:Iteration 34Q (15892.486279 sec): 3 clusters Score: Raw -644460.367220 + Penalty 1678.883429 = -642781.483791 nChanged 28 SP:Iteration 35Q (15892.506622 sec): 3 clusters Score: Raw -644464.882391 + Penalty 1678.883429 = -642785.998962 nChanged 27 SP:Iteration 36Q (15892.526647 sec): 3 clusters Score: Raw -644469.666897 + Penalty 1678.883429 = -642790.783468 nChanged 19 SP:Iteration 37Q (15892.547006 sec): 3 clusters Score: Raw -644471.920551 + Penalty 1678.883429 = -642793.037122 nChanged 11 SP:Iteration 38Q (15892.567147 sec): 3 clusters Score: Raw -644473.150709 + Penalty 1678.883429 = -642794.267281 nChanged 11 SP:Iteration 39Q (15892.587433 sec): 3 clusters Score: Raw -644474.099461 + Penalty 1678.883429 = -642795.216033 nChanged 11 SP:Iteration 40F (15892.608303 sec): 3 clusters Score: Raw -644475.076421 + Penalty 1678.883429 = -642796.192993 nChanged 5 SP:Iteration 41Q (15892.628433 sec): 3 clusters Score: Raw -644475.634906 + Penalty 1678.883429 = -642796.751478 nChanged 3 SP:Iteration 42Q (15892.648899 sec): 3 clusters Score: Raw -644476.039090 + Penalty 1678.883429 = -642797.155661 nChanged 3 SP:Iteration 43Q (15892.669190 sec): 3 clusters Score: Raw -644476.267477 + Penalty 1678.883429 = -642797.384048 nChanged 4 SP:Iteration 44Q (15892.689447 sec): 3 clusters Score: Raw -644476.564895 + Penalty 1678.883429 = -642797.681467 nChanged 3 SP:Iteration 45Q (15892.709823 sec): 3 clusters Score: Raw -644476.749554 + Penalty 1678.883429 = -642797.866125 nChanged 2 SP:Iteration 46Q (15892.729970 sec): 3 clusters Score: Raw -644476.958908 + Penalty 1678.883429 = -642798.075479 nChanged 1 SP:Iteration 47Q (15892.750284 sec): 3 clusters Score: Raw -644477.091348 + Penalty 1678.883429 = -642798.207920 nChanged 2 SP:Iteration 48Q (15892.770418 sec): 3 clusters Score: Raw -644477.416052 + Penalty 1678.883429 = -642798.532624 nChanged 5 SP:Iteration 49Q (15892.790771 sec): 3 clusters Score: Raw -644477.931913 + Penalty 1678.883429 = -642799.048485 nChanged 4 SP:Iteration 50Q (15892.810875 sec): 3 clusters Score: Raw -644478.418306 + Penalty 1678.883429 = -642799.534878 nChanged 6 SP:Iteration 51Q (15892.831097 sec): 3 clusters Score: Raw -644479.443772 + Penalty 1678.883429 = -642800.560344 nChanged 6 SP:Iteration 52Q (15892.851401 sec): 3 clusters Score: Raw -644480.382135 + Penalty 1678.883429 = -642801.498706 nChanged 5 SP:Iteration 53Q (15892.871742 sec): 3 clusters Score: Raw -644480.962254 + Penalty 1678.883429 = -642802.078826 nChanged 7 SP:Iteration 54Q (15892.891974 sec): 3 clusters Score: Raw -644481.760324 + Penalty 1678.883429 = -642802.876896 nChanged 7 SP:Iteration 55Q (15892.912086 sec): 3 clusters Score: Raw -644482.984510 + Penalty 1678.883429 = -642804.101082 nChanged 9 SP:Iteration 56Q (15892.932381 sec): 3 clusters Score: Raw -644484.373370 + Penalty 1678.883429 = -642805.489941 nChanged 15 SP:Iteration 57Q (15892.952841 sec): 3 clusters Score: Raw -644486.193298 + Penalty 1678.883429 = -642807.309869 nChanged 9 SP:Iteration 58Q (15892.973264 sec): 3 clusters Score: Raw -644487.577082 + Penalty 1678.883429 = -642808.693653 nChanged 8 SP:Iteration 59Q (15892.993754 sec): 3 clusters Score: Raw -644488.359254 + Penalty 1678.883429 = -642809.475825 nChanged 6 SP:Iteration 60F (15893.014424 sec): 3 clusters Score: Raw -644489.033287 + Penalty 1678.883429 = -642810.149859 nChanged 5 SP:Iteration 61Q (15893.034720 sec): 3 clusters Score: Raw -644489.430778 + Penalty 1678.883429 = -642810.547349 nChanged 1 SP:Iteration 62Q (15893.054784 sec): 3 clusters Score: Raw -644489.501215 + Penalty 1678.883429 = -642810.617787 nChanged 1 SP:Iteration 63Q (15893.075051 sec): 3 clusters Score: Raw -644489.617292 + Penalty 1678.883429 = -642810.733863 nChanged 4 SP:Iteration 64Q (15893.095083 sec): 3 clusters Score: Raw -644489.913544 + Penalty 1678.883429 = -642811.030115 nChanged 2 SP:Iteration 65Q (15893.115355 sec): 3 clusters Score: Raw -644490.048932 + Penalty 1678.883429 = -642811.165503 nChanged 3 SP:Iteration 66Q (15893.135578 sec): 3 clusters Score: Raw -644490.295698 + Penalty 1678.883429 = -642811.412270 nChanged 3 SP:Iteration 67Q (15893.155564 sec): 3 clusters Score: Raw -644490.522501 + Penalty 1678.883429 = -642811.639072 nChanged 0 SP:Iteration 68F (15893.176193 sec): 3 clusters Score: Raw -644490.522501 + Penalty 1678.883429 = -642811.639072 nChanged 0 Trying to split cluster 19 (920 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15893.190481 sec): 2 clusters Score: Raw -81856.320564 + Penalty 648.315499 = -81208.005065 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15893.194686 sec): 3 clusters Score: Raw -81500.188686 + Penalty 1296.630997 = -80203.557689 nChanged 297 SP:Iteration 1F (15893.198491 sec): 3 clusters Score: Raw -81731.036107 + Penalty 1296.630997 = -80434.405110 nChanged 75 SP:Iteration 2F (15893.202297 sec): 3 clusters Score: Raw -81786.960247 + Penalty 1296.630997 = -80490.329250 nChanged 33 SP:Iteration 3Q (15893.206079 sec): 3 clusters Score: Raw -81808.609008 + Penalty 1296.630997 = -80511.978011 nChanged 20 SP:Iteration 4Q (15893.209851 sec): 3 clusters Score: Raw -81826.033872 + Penalty 1296.630997 = -80529.402874 nChanged 13 SP:Iteration 5Q (15893.213643 sec): 3 clusters Score: Raw -81838.875420 + Penalty 1296.630997 = -80542.244423 nChanged 20 SP:Iteration 6Q (15893.217403 sec): 3 clusters Score: Raw -81854.595279 + Penalty 1296.630997 = -80557.964282 nChanged 13 SP:Iteration 7Q (15893.221226 sec): 3 clusters Score: Raw -81864.168747 + Penalty 1296.630997 = -80567.537750 nChanged 13 SP:Iteration 8Q (15893.225012 sec): 3 clusters Score: Raw -81872.885982 + Penalty 1296.630997 = -80576.254984 nChanged 15 SP:Iteration 9Q (15893.228815 sec): 3 clusters Score: Raw -81885.998485 + Penalty 1296.630997 = -80589.367487 nChanged 10 SP:Iteration 10Q (15893.232618 sec): 3 clusters Score: Raw -81892.491131 + Penalty 1296.630997 = -80595.860133 nChanged 6 SP:Iteration 11Q (15893.236386 sec): 3 clusters Score: Raw -81895.289079 + Penalty 1296.630997 = -80598.658081 nChanged 1 SP:Iteration 12Q (15893.240197 sec): 3 clusters Score: Raw -81895.890291 + Penalty 1296.630997 = -80599.259294 nChanged 3 SP:Iteration 13Q (15893.243978 sec): 3 clusters Score: Raw -81897.183101 + Penalty 1296.630997 = -80600.552103 nChanged 2 SP:Iteration 14Q (15893.247687 sec): 3 clusters Score: Raw -81898.179384 + Penalty 1296.630997 = -80601.548387 nChanged 4 SP:Iteration 15Q (15893.251478 sec): 3 clusters Score: Raw -81899.372390 + Penalty 1296.630997 = -80602.741392 nChanged 3 SP:Iteration 16Q (15893.255296 sec): 3 clusters Score: Raw -81900.688368 + Penalty 1296.630997 = -80604.057371 nChanged 1 SP:Iteration 17Q (15893.259051 sec): 3 clusters Score: Raw -81901.748840 + Penalty 1296.630997 = -80605.117842 nChanged 2 SP:Iteration 18Q (15893.262837 sec): 3 clusters Score: Raw -81903.726259 + Penalty 1296.630997 = -80607.095262 nChanged 3 SP:Iteration 19Q (15893.266622 sec): 3 clusters Score: Raw -81905.264502 + Penalty 1296.630997 = -80608.633505 nChanged 2 SP:Iteration 20F (15893.270358 sec): 3 clusters Score: Raw -81907.100376 + Penalty 1296.630997 = -80610.469378 nChanged 7 SP:Iteration 21Q (15893.274161 sec): 3 clusters Score: Raw -81912.504552 + Penalty 1296.630997 = -80615.873554 nChanged 7 SP:Iteration 22Q (15893.277909 sec): 3 clusters Score: Raw -81918.332973 + Penalty 1296.630997 = -80621.701975 nChanged 9 SP:Iteration 23Q (15893.281699 sec): 3 clusters Score: Raw -81927.786241 + Penalty 1296.630997 = -80631.155244 nChanged 9 SP:Iteration 24Q (15893.285516 sec): 3 clusters Score: Raw -81935.723712 + Penalty 1296.630997 = -80639.092715 nChanged 14 SP:Iteration 25Q (15893.289304 sec): 3 clusters Score: Raw -81946.081027 + Penalty 1296.630997 = -80649.450030 nChanged 11 SP:Iteration 26Q (15893.293095 sec): 3 clusters Score: Raw -81954.113434 + Penalty 1296.630997 = -80657.482436 nChanged 6 SP:Iteration 27Q (15893.296881 sec): 3 clusters Score: Raw -81958.903184 + Penalty 1296.630997 = -80662.272186 nChanged 8 SP:Iteration 28Q (15893.300642 sec): 3 clusters Score: Raw -81965.891415 + Penalty 1296.630997 = -80669.260418 nChanged 6 SP:Iteration 29Q (15893.304397 sec): 3 clusters Score: Raw -81968.923970 + Penalty 1296.630997 = -80672.292972 nChanged 6 SP:Iteration 30Q (15893.308150 sec): 3 clusters Score: Raw -81972.592777 + Penalty 1296.630997 = -80675.961780 nChanged 4 SP:Iteration 31Q (15893.311939 sec): 3 clusters Score: Raw -81974.638108 + Penalty 1296.630997 = -80678.007111 nChanged 0 SP:Iteration 32F (15893.315693 sec): 3 clusters Score: Raw -81974.638108 + Penalty 1296.630997 = -80678.007111 nChanged 0 Trying to split cluster 20 (13413 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15893.341100 sec): 2 clusters Score: Raw -1113096.310530 + Penalty 902.878068 = -1112193.432462 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15893.380379 sec): 3 clusters Score: Raw -1105004.294131 + Penalty 1805.756136 = -1103198.537995 nChanged 6110 SP:Iteration 1F (15893.407754 sec): 3 clusters Score: Raw -1109050.292729 + Penalty 1805.756136 = -1107244.536593 nChanged 1186 SP:Iteration 2F (15893.441172 sec): 3 clusters Score: Raw -1110192.836081 + Penalty 1805.756136 = -1108387.079945 nChanged 1379 SP:Iteration 3F (15893.468673 sec): 3 clusters Score: Raw -1111459.527031 + Penalty 1805.756136 = -1109653.770895 nChanged 1184 SP:Iteration 4F (15893.496216 sec): 3 clusters Score: Raw -1112329.231766 + Penalty 1805.756136 = -1110523.475630 nChanged 890 SP:Iteration 5F (15893.523863 sec): 3 clusters Score: Raw -1112831.735396 + Penalty 1805.756136 = -1111025.979260 nChanged 579 SP:Iteration 6Q (15893.551341 sec): 3 clusters Score: Raw -1113106.519385 + Penalty 1805.756136 = -1111300.763248 nChanged 432 SP:Iteration 7Q (15893.578807 sec): 3 clusters Score: Raw -1113275.436907 + Penalty 1805.756136 = -1111469.680770 nChanged 269 SP:Iteration 8Q (15893.606384 sec): 3 clusters Score: Raw -1113359.353098 + Penalty 1805.756136 = -1111553.596962 nChanged 224 SP:Iteration 9Q (15893.633952 sec): 3 clusters Score: Raw -1113422.592178 + Penalty 1805.756136 = -1111616.836041 nChanged 172 SP:Iteration 10Q (15893.661538 sec): 3 clusters Score: Raw -1113473.359702 + Penalty 1805.756136 = -1111667.603565 nChanged 169 SP:Iteration 11Q (15893.689115 sec): 3 clusters Score: Raw -1113523.983442 + Penalty 1805.756136 = -1111718.227306 nChanged 190 SP:Iteration 12Q (15893.716742 sec): 3 clusters Score: Raw -1113583.444397 + Penalty 1805.756136 = -1111777.688260 nChanged 187 SP:Iteration 13Q (15893.744396 sec): 3 clusters Score: Raw -1113640.406417 + Penalty 1805.756136 = -1111834.650280 nChanged 184 SP:Iteration 14Q (15893.771855 sec): 3 clusters Score: Raw -1113695.496367 + Penalty 1805.756136 = -1111889.740231 nChanged 158 SP:Iteration 15Q (15893.799408 sec): 3 clusters Score: Raw -1113744.589183 + Penalty 1805.756136 = -1111938.833047 nChanged 136 SP:Iteration 16Q (15893.827008 sec): 3 clusters Score: Raw -1113788.832148 + Penalty 1805.756136 = -1111983.076011 nChanged 128 SP:Iteration 17Q (15893.854390 sec): 3 clusters Score: Raw -1113827.263860 + Penalty 1805.756136 = -1112021.507724 nChanged 124 SP:Iteration 18Q (15893.882023 sec): 3 clusters Score: Raw -1113865.520630 + Penalty 1805.756136 = -1112059.764494 nChanged 126 SP:Iteration 19Q (15893.909416 sec): 3 clusters Score: Raw -1113903.311054 + Penalty 1805.756136 = -1112097.554918 nChanged 99 SP:Iteration 20F (15893.937231 sec): 3 clusters Score: Raw -1113930.134354 + Penalty 1805.756136 = -1112124.378218 nChanged 96 SP:Iteration 21Q (15893.964817 sec): 3 clusters Score: Raw -1113955.871489 + Penalty 1805.756136 = -1112150.115353 nChanged 104 SP:Iteration 22Q (15893.992239 sec): 3 clusters Score: Raw -1113982.880759 + Penalty 1805.756136 = -1112177.124623 nChanged 111 SP:Iteration 23Q (15894.019436 sec): 3 clusters Score: Raw -1114009.729154 + Penalty 1805.756136 = -1112203.973017 nChanged 99 SP:Iteration 24Q (15894.046754 sec): 3 clusters Score: Raw -1114033.637510 + Penalty 1805.756136 = -1112227.881374 nChanged 94 SP:Iteration 25Q (15894.073981 sec): 3 clusters Score: Raw -1114060.056201 + Penalty 1805.756136 = -1112254.300064 nChanged 90 SP:Iteration 26Q (15894.101172 sec): 3 clusters Score: Raw -1114088.568894 + Penalty 1805.756136 = -1112282.812757 nChanged 77 SP:Iteration 27Q (15894.128304 sec): 3 clusters Score: Raw -1114114.109547 + Penalty 1805.756136 = -1112308.353411 nChanged 66 SP:Iteration 28Q (15894.155057 sec): 3 clusters Score: Raw -1114135.430014 + Penalty 1805.756136 = -1112329.673878 nChanged 50 SP:Iteration 29Q (15894.182032 sec): 3 clusters Score: Raw -1114147.857378 + Penalty 1805.756136 = -1112342.101242 nChanged 44 SP:Iteration 30Q (15894.208756 sec): 3 clusters Score: Raw -1114154.649786 + Penalty 1805.756136 = -1112348.893650 nChanged 22 SP:Iteration 31Q (15894.235409 sec): 3 clusters Score: Raw -1114157.378764 + Penalty 1805.756136 = -1112351.622628 nChanged 20 SP:Iteration 32Q (15894.262226 sec): 3 clusters Score: Raw -1114159.970710 + Penalty 1805.756136 = -1112354.214574 nChanged 19 SP:Iteration 33Q (15894.288886 sec): 3 clusters Score: Raw -1114162.644323 + Penalty 1805.756136 = -1112356.888187 nChanged 14 SP:Iteration 34Q (15894.315596 sec): 3 clusters Score: Raw -1114164.103480 + Penalty 1805.756136 = -1112358.347343 nChanged 18 SP:Iteration 35Q (15894.342286 sec): 3 clusters Score: Raw -1114166.349937 + Penalty 1805.756136 = -1112360.593800 nChanged 18 SP:Iteration 36Q (15894.368953 sec): 3 clusters Score: Raw -1114170.596063 + Penalty 1805.756136 = -1112364.839927 nChanged 18 SP:Iteration 37Q (15894.395558 sec): 3 clusters Score: Raw -1114174.867211 + Penalty 1805.756136 = -1112369.111074 nChanged 10 SP:Iteration 38Q (15894.422073 sec): 3 clusters Score: Raw -1114177.081677 + Penalty 1805.756136 = -1112371.325541 nChanged 10 SP:Iteration 39Q (15894.449017 sec): 3 clusters Score: Raw -1114178.600784 + Penalty 1805.756136 = -1112372.844648 nChanged 10 SP:Iteration 40F (15894.476812 sec): 3 clusters Score: Raw -1114179.831077 + Penalty 1805.756136 = -1112374.074940 nChanged 10 SP:Iteration 41Q (15894.503432 sec): 3 clusters Score: Raw -1114181.722076 + Penalty 1805.756136 = -1112375.965940 nChanged 6 SP:Iteration 42Q (15894.529813 sec): 3 clusters Score: Raw -1114182.488379 + Penalty 1805.756136 = -1112376.732243 nChanged 4 SP:Iteration 43Q (15894.556250 sec): 3 clusters Score: Raw -1114183.202936 + Penalty 1805.756136 = -1112377.446799 nChanged 9 SP:Iteration 44Q (15894.582693 sec): 3 clusters Score: Raw -1114186.500354 + Penalty 1805.756136 = -1112380.744217 nChanged 10 SP:Iteration 45Q (15894.609170 sec): 3 clusters Score: Raw -1114189.671697 + Penalty 1805.756136 = -1112383.915561 nChanged 8 SP:Iteration 46Q (15894.635705 sec): 3 clusters Score: Raw -1114191.353124 + Penalty 1805.756136 = -1112385.596988 nChanged 3 SP:Iteration 47Q (15894.662180 sec): 3 clusters Score: Raw -1114191.586370 + Penalty 1805.756136 = -1112385.830234 nChanged 1 SP:Iteration 48Q (15894.688556 sec): 3 clusters Score: Raw -1114191.641535 + Penalty 1805.756136 = -1112385.885398 nChanged 1 SP:Iteration 49Q (15894.714864 sec): 3 clusters Score: Raw -1114191.694376 + Penalty 1805.756136 = -1112385.938240 nChanged 0 SP:Iteration 50F (15894.742609 sec): 3 clusters Score: Raw -1114191.694376 + Penalty 1805.756136 = -1112385.938240 nChanged 0 Score: Raw -89559961.539153 + Penalty 51115.904099 = -89508845.635054 Splitting cluster 20 changes total score from -89509060.915417 to -89508845.635054 So it's not getting split. Trying to split cluster 21 (1809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15912.934587 sec): 2 clusters Score: Raw -175470.444766 + Penalty 712.550301 = -174757.894465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15912.941970 sec): 3 clusters Score: Raw -174614.428512 + Penalty 1425.100602 = -173189.327910 nChanged 695 SP:Iteration 1F (15912.948849 sec): 3 clusters Score: Raw -175015.021334 + Penalty 1425.100602 = -173589.920732 nChanged 119 SP:Iteration 2F (15912.955565 sec): 3 clusters Score: Raw -175090.459710 + Penalty 1425.100602 = -173665.359108 nChanged 76 SP:Iteration 3Q (15912.962368 sec): 3 clusters Score: Raw -175131.829496 + Penalty 1425.100602 = -173706.728894 nChanged 72 SP:Iteration 4Q (15912.969156 sec): 3 clusters Score: Raw -175170.951843 + Penalty 1425.100602 = -173745.851241 nChanged 54 SP:Iteration 5Q (15912.975934 sec): 3 clusters Score: Raw -175199.409664 + Penalty 1425.100602 = -173774.309061 nChanged 34 SP:Iteration 6Q (15912.982734 sec): 3 clusters Score: Raw -175218.319521 + Penalty 1425.100602 = -173793.218919 nChanged 30 SP:Iteration 7Q (15912.989508 sec): 3 clusters Score: Raw -175246.264838 + Penalty 1425.100602 = -173821.164235 nChanged 38 SP:Iteration 8Q (15912.996226 sec): 3 clusters Score: Raw -175286.247029 + Penalty 1425.100602 = -173861.146427 nChanged 51 SP:Iteration 9Q (15913.002903 sec): 3 clusters Score: Raw -175316.662770 + Penalty 1425.100602 = -173891.562168 nChanged 33 SP:Iteration 10Q (15913.009635 sec): 3 clusters Score: Raw -175336.448092 + Penalty 1425.100602 = -173911.347490 nChanged 28 SP:Iteration 11Q (15913.016347 sec): 3 clusters Score: Raw -175351.143154 + Penalty 1425.100602 = -173926.042551 nChanged 30 SP:Iteration 12Q (15913.023074 sec): 3 clusters Score: Raw -175369.490041 + Penalty 1425.100602 = -173944.389439 nChanged 22 SP:Iteration 13Q (15913.029767 sec): 3 clusters Score: Raw -175382.710331 + Penalty 1425.100602 = -173957.609729 nChanged 24 SP:Iteration 14Q (15913.036477 sec): 3 clusters Score: Raw -175394.461304 + Penalty 1425.100602 = -173969.360701 nChanged 20 SP:Iteration 15Q (15913.043159 sec): 3 clusters Score: Raw -175401.729362 + Penalty 1425.100602 = -173976.628759 nChanged 18 SP:Iteration 16Q (15913.049888 sec): 3 clusters Score: Raw -175412.679475 + Penalty 1425.100602 = -173987.578873 nChanged 21 SP:Iteration 17Q (15913.056521 sec): 3 clusters Score: Raw -175421.793411 + Penalty 1425.100602 = -173996.692809 nChanged 15 SP:Iteration 18Q (15913.063201 sec): 3 clusters Score: Raw -175427.257023 + Penalty 1425.100602 = -174002.156420 nChanged 9 SP:Iteration 19Q (15913.069880 sec): 3 clusters Score: Raw -175430.507313 + Penalty 1425.100602 = -174005.406710 nChanged 9 SP:Iteration 20F (15913.076634 sec): 3 clusters Score: Raw -175433.163090 + Penalty 1425.100602 = -174008.062487 nChanged 12 SP:Iteration 21Q (15913.083308 sec): 3 clusters Score: Raw -175436.703474 + Penalty 1425.100602 = -174011.602872 nChanged 9 SP:Iteration 22Q (15913.089991 sec): 3 clusters Score: Raw -175438.377771 + Penalty 1425.100602 = -174013.277168 nChanged 5 SP:Iteration 23Q (15913.096595 sec): 3 clusters Score: Raw -175440.975863 + Penalty 1425.100602 = -174015.875261 nChanged 10 SP:Iteration 24Q (15913.103266 sec): 3 clusters Score: Raw -175444.743486 + Penalty 1425.100602 = -174019.642883 nChanged 6 SP:Iteration 25Q (15913.109949 sec): 3 clusters Score: Raw -175446.208787 + Penalty 1425.100602 = -174021.108185 nChanged 3 SP:Iteration 26Q (15913.116537 sec): 3 clusters Score: Raw -175446.996639 + Penalty 1425.100602 = -174021.896036 nChanged 3 SP:Iteration 27Q (15913.123194 sec): 3 clusters Score: Raw -175447.964708 + Penalty 1425.100602 = -174022.864106 nChanged 2 SP:Iteration 28Q (15913.129847 sec): 3 clusters Score: Raw -175449.198058 + Penalty 1425.100602 = -174024.097455 nChanged 5 SP:Iteration 29Q (15913.136523 sec): 3 clusters Score: Raw -175450.978972 + Penalty 1425.100602 = -174025.878370 nChanged 3 SP:Iteration 30Q (15913.143235 sec): 3 clusters Score: Raw -175451.944341 + Penalty 1425.100602 = -174026.843739 nChanged 3 SP:Iteration 31Q (15913.149909 sec): 3 clusters Score: Raw -175453.015930 + Penalty 1425.100602 = -174027.915328 nChanged 5 SP:Iteration 32Q (15913.156571 sec): 3 clusters Score: Raw -175454.032370 + Penalty 1425.100602 = -174028.931768 nChanged 2 SP:Iteration 33Q (15913.163159 sec): 3 clusters Score: Raw -175454.603461 + Penalty 1425.100602 = -174029.502859 nChanged 1 SP:Iteration 34Q (15913.169813 sec): 3 clusters Score: Raw -175454.967422 + Penalty 1425.100602 = -174029.866820 nChanged 0 SP:Iteration 35F (15913.176572 sec): 3 clusters Score: Raw -175454.967422 + Penalty 1425.100602 = -174029.866820 nChanged 0 Trying to split cluster 22 (6431 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15913.195971 sec): 2 clusters Score: Raw -615263.410165 + Penalty 833.044106 = -614430.366059 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15913.216836 sec): 3 clusters Score: Raw -611616.165439 + Penalty 1666.088212 = -609950.077227 nChanged 2803 SP:Iteration 1F (15913.237257 sec): 3 clusters Score: Raw -613180.011673 + Penalty 1666.088212 = -611513.923461 nChanged 451 SP:Iteration 2F (15913.257428 sec): 3 clusters Score: Raw -613422.646780 + Penalty 1666.088212 = -611756.558568 nChanged 395 SP:Iteration 3F (15913.277576 sec): 3 clusters Score: Raw -613638.240973 + Penalty 1666.088212 = -611972.152761 nChanged 349 SP:Iteration 4F (15913.298024 sec): 3 clusters Score: Raw -613845.799244 + Penalty 1666.088212 = -612179.711032 nChanged 347 SP:Iteration 5F (15913.318387 sec): 3 clusters Score: Raw -614074.890796 + Penalty 1666.088212 = -612408.802584 nChanged 332 SP:Iteration 6F (15913.338459 sec): 3 clusters Score: Raw -614329.092416 + Penalty 1666.088212 = -612663.004204 nChanged 321 SP:Iteration 7Q (15913.358315 sec): 3 clusters Score: Raw -614578.937369 + Penalty 1666.088212 = -612912.849157 nChanged 279 SP:Iteration 8Q (15913.378274 sec): 3 clusters Score: Raw -614809.287326 + Penalty 1666.088212 = -613143.199114 nChanged 222 SP:Iteration 9Q (15913.398089 sec): 3 clusters Score: Raw -615009.129799 + Penalty 1666.088212 = -613343.041587 nChanged 144 SP:Iteration 10Q (15913.417355 sec): 3 clusters Score: Raw -615136.943241 + Penalty 1666.088212 = -613470.855029 nChanged 98 SP:Iteration 11Q (15913.436628 sec): 3 clusters Score: Raw -615224.568879 + Penalty 1666.088212 = -613558.480667 nChanged 53 SP:Iteration 12Q (15913.455757 sec): 3 clusters Score: Raw -615273.602453 + Penalty 1666.088212 = -613607.514241 nChanged 34 SP:Iteration 13Q (15913.474742 sec): 3 clusters Score: Raw -615301.340045 + Penalty 1666.088212 = -613635.251833 nChanged 20 SP:Iteration 14Q (15913.493584 sec): 3 clusters Score: Raw -615325.347350 + Penalty 1666.088212 = -613659.259138 nChanged 17 SP:Iteration 15Q (15913.512328 sec): 3 clusters Score: Raw -615341.204734 + Penalty 1666.088212 = -613675.116522 nChanged 10 SP:Iteration 16Q (15913.530794 sec): 3 clusters Score: Raw -615347.976195 + Penalty 1666.088212 = -613681.887983 nChanged 5 SP:Iteration 17Q (15913.549328 sec): 3 clusters Score: Raw -615353.324070 + Penalty 1666.088212 = -613687.235858 nChanged 0 SP:Iteration 18F (15913.569427 sec): 3 clusters Score: Raw -615353.324070 + Penalty 1666.088212 = -613687.235858 nChanged 0 Trying to split cluster 23 (194 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15913.583282 sec): 2 clusters Score: Raw -13617.151495 + Penalty 500.446525 = -13116.704970 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15913.584710 sec): 3 clusters Score: Raw -13727.364322 + Penalty 1000.893050 = -12726.471272 nChanged 59 SP:Iteration 1F (15913.585965 sec): 3 clusters Score: Raw -13838.913131 + Penalty 1000.893050 = -12838.020081 nChanged 17 SP:Iteration 2F (15913.587201 sec): 3 clusters Score: Raw -13886.762314 + Penalty 1000.893050 = -12885.869264 nChanged 9 SP:Iteration 3Q (15913.588418 sec): 3 clusters Score: Raw -13932.311154 + Penalty 1000.893050 = -12931.418104 nChanged 6 SP:Iteration 4Q (15913.589614 sec): 3 clusters Score: Raw -13966.423926 + Penalty 1000.893050 = -12965.530876 nChanged 9 SP:Iteration 5Q (15913.590807 sec): 3 clusters Score: Raw -14008.559109 + Penalty 1000.893050 = -13007.666059 nChanged 6 SP:Iteration 6Q (15913.592004 sec): 3 clusters Score: Raw -14049.261567 + Penalty 1000.893050 = -13048.368517 nChanged 3 SP:Iteration 7Q (15913.593196 sec): 3 clusters Score: Raw -14112.928827 + Penalty 1000.893050 = -13112.035777 nChanged 2 SP:Iteration 8Q (15913.594392 sec): 3 clusters Score: Raw -14119.654567 + Penalty 1000.893050 = -13118.761516 nChanged 0 SP:Iteration 9F (15913.595609 sec): 3 clusters Score: Raw -14119.654567 + Penalty 1000.893050 = -13118.761516 nChanged 0 Score: Raw -89559368.658379 + Penalty 51115.904099 = -89508252.754281 Splitting cluster 23 changes total score from -89509060.915417 to -89508252.754281 So it's not getting split. Trying to split cluster 24 (1283 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15931.493459 sec): 2 clusters Score: Raw -132760.661856 + Penalty 679.910855 = -132080.751002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15931.498946 sec): 3 clusters Score: Raw -132211.277487 + Penalty 1359.821709 = -130851.455778 nChanged 447 SP:Iteration 1F (15931.503914 sec): 3 clusters Score: Raw -132465.783541 + Penalty 1359.821709 = -131105.961832 nChanged 79 SP:Iteration 2F (15931.508927 sec): 3 clusters Score: Raw -132517.895885 + Penalty 1359.821709 = -131158.074176 nChanged 44 SP:Iteration 3Q (15931.513912 sec): 3 clusters Score: Raw -132538.896418 + Penalty 1359.821709 = -131179.074708 nChanged 35 SP:Iteration 4Q (15931.518966 sec): 3 clusters Score: Raw -132555.527950 + Penalty 1359.821709 = -131195.706241 nChanged 20 SP:Iteration 5Q (15931.523982 sec): 3 clusters Score: Raw -132564.782097 + Penalty 1359.821709 = -131204.960388 nChanged 11 SP:Iteration 6Q (15931.528941 sec): 3 clusters Score: Raw -132569.556712 + Penalty 1359.821709 = -131209.735002 nChanged 12 SP:Iteration 7Q (15931.533961 sec): 3 clusters Score: Raw -132575.457323 + Penalty 1359.821709 = -131215.635614 nChanged 9 SP:Iteration 8Q (15931.538974 sec): 3 clusters Score: Raw -132579.698286 + Penalty 1359.821709 = -131219.876577 nChanged 7 SP:Iteration 9Q (15931.543967 sec): 3 clusters Score: Raw -132581.699302 + Penalty 1359.821709 = -131221.877592 nChanged 3 SP:Iteration 10Q (15931.548980 sec): 3 clusters Score: Raw -132583.990191 + Penalty 1359.821709 = -131224.168482 nChanged 3 SP:Iteration 11Q (15931.553999 sec): 3 clusters Score: Raw -132584.913041 + Penalty 1359.821709 = -131225.091332 nChanged 2 SP:Iteration 12Q (15931.558954 sec): 3 clusters Score: Raw -132586.169641 + Penalty 1359.821709 = -131226.347931 nChanged 3 SP:Iteration 13Q (15931.563890 sec): 3 clusters Score: Raw -132587.789305 + Penalty 1359.821709 = -131227.967595 nChanged 3 SP:Iteration 14Q (15931.568852 sec): 3 clusters Score: Raw -132588.912424 + Penalty 1359.821709 = -131229.090715 nChanged 3 SP:Iteration 15Q (15931.573855 sec): 3 clusters Score: Raw -132591.072861 + Penalty 1359.821709 = -131231.251152 nChanged 2 SP:Iteration 16Q (15931.578854 sec): 3 clusters Score: Raw -132591.829819 + Penalty 1359.821709 = -131232.008110 nChanged 1 SP:Iteration 17Q (15931.583827 sec): 3 clusters Score: Raw -132592.024217 + Penalty 1359.821709 = -131232.202508 nChanged 1 SP:Iteration 18Q (15931.588828 sec): 3 clusters Score: Raw -132592.583738 + Penalty 1359.821709 = -131232.762028 nChanged 1 SP:Iteration 19Q (15931.593768 sec): 3 clusters Score: Raw -132592.915569 + Penalty 1359.821709 = -131233.093860 nChanged 3 SP:Iteration 20F (15931.598733 sec): 3 clusters Score: Raw -132593.989543 + Penalty 1359.821709 = -131234.167834 nChanged 1 SP:Iteration 21Q (15931.603738 sec): 3 clusters Score: Raw -132594.501772 + Penalty 1359.821709 = -131234.680063 nChanged 1 SP:Iteration 22Q (15931.608728 sec): 3 clusters Score: Raw -132594.716735 + Penalty 1359.821709 = -131234.895025 nChanged 0 SP:Iteration 23F (15931.613675 sec): 3 clusters Score: Raw -132594.716735 + Penalty 1359.821709 = -131234.895025 nChanged 0 Trying to split cluster 25 (750 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15931.628393 sec): 2 clusters Score: Raw -65807.822329 + Penalty 628.906955 = -65178.915374 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15931.631904 sec): 3 clusters Score: Raw -65539.578770 + Penalty 1257.813909 = -64281.764861 nChanged 246 SP:Iteration 1F (15931.635073 sec): 3 clusters Score: Raw -65769.151593 + Penalty 1257.813909 = -64511.337684 nChanged 63 SP:Iteration 2F (15931.638200 sec): 3 clusters Score: Raw -65829.973565 + Penalty 1257.813909 = -64572.159656 nChanged 36 SP:Iteration 3Q (15931.641389 sec): 3 clusters Score: Raw -65861.472393 + Penalty 1257.813909 = -64603.658484 nChanged 20 SP:Iteration 4Q (15931.644500 sec): 3 clusters Score: Raw -65883.280727 + Penalty 1257.813909 = -64625.466818 nChanged 15 SP:Iteration 5Q (15931.647672 sec): 3 clusters Score: Raw -65903.774888 + Penalty 1257.813909 = -64645.960979 nChanged 15 SP:Iteration 6Q (15931.650812 sec): 3 clusters Score: Raw -65917.764961 + Penalty 1257.813909 = -64659.951052 nChanged 10 SP:Iteration 7Q (15931.653941 sec): 3 clusters Score: Raw -65925.516586 + Penalty 1257.813909 = -64667.702676 nChanged 9 SP:Iteration 8Q (15931.657074 sec): 3 clusters Score: Raw -65931.760197 + Penalty 1257.813909 = -64673.946288 nChanged 8 SP:Iteration 9Q (15931.660193 sec): 3 clusters Score: Raw -65938.727082 + Penalty 1257.813909 = -64680.913172 nChanged 8 SP:Iteration 10Q (15931.663284 sec): 3 clusters Score: Raw -65946.670377 + Penalty 1257.813909 = -64688.856467 nChanged 4 SP:Iteration 11Q (15931.666363 sec): 3 clusters Score: Raw -65951.310867 + Penalty 1257.813909 = -64693.496958 nChanged 4 SP:Iteration 12Q (15931.669503 sec): 3 clusters Score: Raw -65954.764014 + Penalty 1257.813909 = -64696.950104 nChanged 4 SP:Iteration 13Q (15931.672661 sec): 3 clusters Score: Raw -65957.912908 + Penalty 1257.813909 = -64700.098999 nChanged 6 SP:Iteration 14Q (15931.675772 sec): 3 clusters Score: Raw -65965.976319 + Penalty 1257.813909 = -64708.162410 nChanged 10 SP:Iteration 15Q (15931.678917 sec): 3 clusters Score: Raw -65979.467534 + Penalty 1257.813909 = -64721.653624 nChanged 10 SP:Iteration 16Q (15931.682005 sec): 3 clusters Score: Raw -65993.147173 + Penalty 1257.813909 = -64735.333264 nChanged 11 SP:Iteration 17Q (15931.685095 sec): 3 clusters Score: Raw -66001.772262 + Penalty 1257.813909 = -64743.958352 nChanged 4 SP:Iteration 18Q (15931.688187 sec): 3 clusters Score: Raw -66003.336340 + Penalty 1257.813909 = -64745.522430 nChanged 0 SP:Iteration 19F (15931.691329 sec): 3 clusters Score: Raw -66003.336340 + Penalty 1257.813909 = -64745.522430 nChanged 0 Trying to split cluster 26 (9754 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15931.714092 sec): 2 clusters Score: Raw -898732.429157 + Penalty 872.616110 = -897859.813047 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15931.738997 sec): 3 clusters Score: Raw -892942.320041 + Penalty 1745.232220 = -891197.087821 nChanged 4286 SP:Iteration 1F (15931.763340 sec): 3 clusters Score: Raw -895382.186392 + Penalty 1745.232220 = -893636.954172 nChanged 627 SP:Iteration 2F (15931.787616 sec): 3 clusters Score: Raw -895698.759571 + Penalty 1745.232220 = -893953.527352 nChanged 623 SP:Iteration 3F (15931.811799 sec): 3 clusters Score: Raw -896084.465142 + Penalty 1745.232220 = -894339.232922 nChanged 684 SP:Iteration 4F (15931.836127 sec): 3 clusters Score: Raw -896565.193130 + Penalty 1745.232220 = -894819.960910 nChanged 718 SP:Iteration 5F (15931.860327 sec): 3 clusters Score: Raw -897120.002484 + Penalty 1745.232220 = -895374.770264 nChanged 629 SP:Iteration 6F (15931.884525 sec): 3 clusters Score: Raw -897655.623899 + Penalty 1745.232220 = -895910.391679 nChanged 498 SP:Iteration 7F (15931.908876 sec): 3 clusters Score: Raw -898090.057231 + Penalty 1745.232220 = -896344.825012 nChanged 354 SP:Iteration 8Q (15931.932303 sec): 3 clusters Score: Raw -898399.362574 + Penalty 1745.232220 = -896654.130355 nChanged 218 SP:Iteration 9Q (15931.957007 sec): 3 clusters Score: Raw -898599.563563 + Penalty 1745.232220 = -896854.331343 nChanged 120 SP:Iteration 10Q (15931.979323 sec): 3 clusters Score: Raw -898713.303011 + Penalty 1745.232220 = -896968.070791 nChanged 67 SP:Iteration 11Q (15932.001183 sec): 3 clusters Score: Raw -898773.759945 + Penalty 1745.232220 = -897028.527725 nChanged 30 SP:Iteration 12Q (15932.022990 sec): 3 clusters Score: Raw -898798.190387 + Penalty 1745.232220 = -897052.958167 nChanged 17 SP:Iteration 13Q (15932.044893 sec): 3 clusters Score: Raw -898813.965575 + Penalty 1745.232220 = -897068.733355 nChanged 10 SP:Iteration 14Q (15932.066446 sec): 3 clusters Score: Raw -898824.259297 + Penalty 1745.232220 = -897079.027077 nChanged 3 SP:Iteration 15Q (15932.088007 sec): 3 clusters Score: Raw -898827.440992 + Penalty 1745.232220 = -897082.208772 nChanged 2 SP:Iteration 16Q (15932.109645 sec): 3 clusters Score: Raw -898830.176119 + Penalty 1745.232220 = -897084.943899 nChanged 2 SP:Iteration 17Q (15932.131181 sec): 3 clusters Score: Raw -898833.374249 + Penalty 1745.232220 = -897088.142029 nChanged 2 SP:Iteration 18Q (15932.152630 sec): 3 clusters Score: Raw -898834.520004 + Penalty 1745.232220 = -897089.287784 nChanged 0 SP:Iteration 19F (15932.176720 sec): 3 clusters Score: Raw -898834.520004 + Penalty 1745.232220 = -897089.287784 nChanged 0 Trying to split cluster 27 (3769 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15932.193459 sec): 2 clusters Score: Raw -328965.437733 + Penalty 782.283674 = -328183.154058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15932.208367 sec): 3 clusters Score: Raw -326965.040686 + Penalty 1564.567349 = -325400.473337 nChanged 1592 SP:Iteration 1F (15932.222184 sec): 3 clusters Score: Raw -327968.344890 + Penalty 1564.567349 = -326403.777542 nChanged 342 SP:Iteration 2F (15932.235822 sec): 3 clusters Score: Raw -328236.166452 + Penalty 1564.567349 = -326671.599104 nChanged 268 SP:Iteration 3F (15932.249572 sec): 3 clusters Score: Raw -328452.554112 + Penalty 1564.567349 = -326887.986763 nChanged 255 SP:Iteration 4F (15932.263134 sec): 3 clusters Score: Raw -328655.407208 + Penalty 1564.567349 = -327090.839859 nChanged 223 SP:Iteration 5F (15932.276834 sec): 3 clusters Score: Raw -328819.489204 + Penalty 1564.567349 = -327254.921855 nChanged 213 SP:Iteration 6F (15932.290427 sec): 3 clusters Score: Raw -328963.950196 + Penalty 1564.567349 = -327399.382847 nChanged 159 SP:Iteration 7Q (15932.303995 sec): 3 clusters Score: Raw -329052.850695 + Penalty 1564.567349 = -327488.283347 nChanged 112 SP:Iteration 8Q (15932.317526 sec): 3 clusters Score: Raw -329107.028432 + Penalty 1564.567349 = -327542.461083 nChanged 102 SP:Iteration 9Q (15932.331002 sec): 3 clusters Score: Raw -329151.687759 + Penalty 1564.567349 = -327587.120410 nChanged 66 SP:Iteration 10Q (15932.344450 sec): 3 clusters Score: Raw -329176.136557 + Penalty 1564.567349 = -327611.569208 nChanged 53 SP:Iteration 11Q (15932.357911 sec): 3 clusters Score: Raw -329191.612537 + Penalty 1564.567349 = -327627.045189 nChanged 35 SP:Iteration 12Q (15932.371306 sec): 3 clusters Score: Raw -329203.683901 + Penalty 1564.567349 = -327639.116552 nChanged 22 SP:Iteration 13Q (15932.384855 sec): 3 clusters Score: Raw -329211.089135 + Penalty 1564.567349 = -327646.521786 nChanged 20 SP:Iteration 14Q (15932.398232 sec): 3 clusters Score: Raw -329217.818172 + Penalty 1564.567349 = -327653.250823 nChanged 25 SP:Iteration 15Q (15932.411777 sec): 3 clusters Score: Raw -329223.890124 + Penalty 1564.567349 = -327659.322775 nChanged 16 SP:Iteration 16Q (15932.425086 sec): 3 clusters Score: Raw -329227.877487 + Penalty 1564.567349 = -327663.310138 nChanged 11 SP:Iteration 17Q (15932.438525 sec): 3 clusters Score: Raw -329229.948073 + Penalty 1564.567349 = -327665.380725 nChanged 7 SP:Iteration 18Q (15932.452041 sec): 3 clusters Score: Raw -329231.216493 + Penalty 1564.567349 = -327666.649144 nChanged 5 SP:Iteration 19Q (15932.465380 sec): 3 clusters Score: Raw -329231.876795 + Penalty 1564.567349 = -327667.309447 nChanged 4 SP:Iteration 20F (15932.479022 sec): 3 clusters Score: Raw -329232.258735 + Penalty 1564.567349 = -327667.691386 nChanged 2 SP:Iteration 21Q (15932.492529 sec): 3 clusters Score: Raw -329232.476382 + Penalty 1564.567349 = -327667.909034 nChanged 2 SP:Iteration 22Q (15932.505907 sec): 3 clusters Score: Raw -329232.778961 + Penalty 1564.567349 = -327668.211612 nChanged 3 SP:Iteration 23Q (15932.519398 sec): 3 clusters Score: Raw -329233.229556 + Penalty 1564.567349 = -327668.662207 nChanged 2 SP:Iteration 24Q (15932.532729 sec): 3 clusters Score: Raw -329233.445907 + Penalty 1564.567349 = -327668.878558 nChanged 1 SP:Iteration 25Q (15932.546265 sec): 3 clusters Score: Raw -329233.585730 + Penalty 1564.567349 = -327669.018381 nChanged 2 SP:Iteration 26Q (15932.559718 sec): 3 clusters Score: Raw -329233.823038 + Penalty 1564.567349 = -327669.255689 nChanged 1 SP:Iteration 27Q (15932.573234 sec): 3 clusters Score: Raw -329234.145111 + Penalty 1564.567349 = -327669.577762 nChanged 2 SP:Iteration 28Q (15932.586705 sec): 3 clusters Score: Raw -329234.321152 + Penalty 1564.567349 = -327669.753803 nChanged 1 SP:Iteration 29Q (15932.600230 sec): 3 clusters Score: Raw -329234.448147 + Penalty 1564.567349 = -327669.880799 nChanged 0 SP:Iteration 30F (15932.613960 sec): 3 clusters Score: Raw -329234.448147 + Penalty 1564.567349 = -327669.880799 nChanged 0 Trying to split cluster 28 (17228 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15932.642009 sec): 2 clusters Score: Raw -1653060.941305 + Penalty 926.657668 = -1652134.283637 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15932.676496 sec): 3 clusters Score: Raw -1642281.027944 + Penalty 1853.315337 = -1640427.712607 nChanged 8027 SP:Iteration 1F (15932.708900 sec): 3 clusters Score: Raw -1646677.991897 + Penalty 1853.315337 = -1644824.676561 nChanged 755 SP:Iteration 2Q (15932.741482 sec): 3 clusters Score: Raw -1646925.977468 + Penalty 1853.315337 = -1645072.662131 nChanged 822 SP:Iteration 3Q (15932.773863 sec): 3 clusters Score: Raw -1647258.332266 + Penalty 1853.315337 = -1645405.016929 nChanged 920 SP:Iteration 4F (15932.806361 sec): 3 clusters Score: Raw -1647736.950728 + Penalty 1853.315337 = -1645883.635392 nChanged 1076 SP:Iteration 5F (15932.838757 sec): 3 clusters Score: Raw -1648407.420428 + Penalty 1853.315337 = -1646554.105092 nChanged 1173 SP:Iteration 6F (15932.871530 sec): 3 clusters Score: Raw -1649323.949480 + Penalty 1853.315337 = -1647470.634143 nChanged 1205 SP:Iteration 7F (15932.903969 sec): 3 clusters Score: Raw -1650399.710796 + Penalty 1853.315337 = -1648546.395459 nChanged 1077 SP:Iteration 8F (15932.936548 sec): 3 clusters Score: Raw -1651422.710723 + Penalty 1853.315337 = -1649569.395386 nChanged 785 SP:Iteration 9Q (15932.968452 sec): 3 clusters Score: Raw -1652167.173504 + Penalty 1853.315337 = -1650313.858168 nChanged 524 SP:Iteration 10Q (15932.999131 sec): 3 clusters Score: Raw -1652671.751446 + Penalty 1853.315337 = -1650818.436109 nChanged 263 SP:Iteration 11Q (15933.028321 sec): 3 clusters Score: Raw -1652923.757916 + Penalty 1853.315337 = -1651070.442579 nChanged 132 SP:Iteration 12Q (15933.056890 sec): 3 clusters Score: Raw -1653041.834865 + Penalty 1853.315337 = -1651188.519528 nChanged 73 SP:Iteration 13Q (15933.085044 sec): 3 clusters Score: Raw -1653116.407918 + Penalty 1853.315337 = -1651263.092581 nChanged 46 SP:Iteration 14Q (15933.113195 sec): 3 clusters Score: Raw -1653164.394378 + Penalty 1853.315337 = -1651311.079041 nChanged 29 SP:Iteration 15Q (15933.141031 sec): 3 clusters Score: Raw -1653200.138054 + Penalty 1853.315337 = -1651346.822717 nChanged 15 SP:Iteration 16Q (15933.168770 sec): 3 clusters Score: Raw -1653222.900936 + Penalty 1853.315337 = -1651369.585600 nChanged 10 SP:Iteration 17Q (15933.196613 sec): 3 clusters Score: Raw -1653231.675642 + Penalty 1853.315337 = -1651378.360305 nChanged 7 SP:Iteration 18Q (15933.224357 sec): 3 clusters Score: Raw -1653238.717264 + Penalty 1853.315337 = -1651385.401927 nChanged 5 SP:Iteration 19Q (15933.252538 sec): 3 clusters Score: Raw -1653241.416501 + Penalty 1853.315337 = -1651388.101164 nChanged 2 SP:Iteration 20F (15933.284897 sec): 3 clusters Score: Raw -1653246.514412 + Penalty 1853.315337 = -1651393.199076 nChanged 4 SP:Iteration 21Q (15933.312662 sec): 3 clusters Score: Raw -1653249.162293 + Penalty 1853.315337 = -1651395.846956 nChanged 3 SP:Iteration 22Q (15933.340393 sec): 3 clusters Score: Raw -1653252.978960 + Penalty 1853.315337 = -1651399.663624 nChanged 1 SP:Iteration 23Q (15933.368221 sec): 3 clusters Score: Raw -1653254.651836 + Penalty 1853.315337 = -1651401.336500 nChanged 2 SP:Iteration 24Q (15933.396122 sec): 3 clusters Score: Raw -1653256.061487 + Penalty 1853.315337 = -1651402.746150 nChanged 0 SP:Iteration 25F (15933.428429 sec): 3 clusters Score: Raw -1653256.061487 + Penalty 1853.315337 = -1651402.746150 nChanged 0 Trying to split cluster 29 (4808 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15933.445732 sec): 2 clusters Score: Raw -449984.818722 + Penalty 805.413465 = -449179.405257 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15933.464451 sec): 3 clusters Score: Raw -447354.210231 + Penalty 1610.826930 = -445743.383300 nChanged 2016 SP:Iteration 1F (15933.481499 sec): 3 clusters Score: Raw -448478.141884 + Penalty 1610.826930 = -446867.314953 nChanged 347 SP:Iteration 2F (15933.498575 sec): 3 clusters Score: Raw -448669.025522 + Penalty 1610.826930 = -447058.198591 nChanged 291 SP:Iteration 3F (15933.515410 sec): 3 clusters Score: Raw -448843.834619 + Penalty 1610.826930 = -447233.007689 nChanged 258 SP:Iteration 4F (15933.532425 sec): 3 clusters Score: Raw -448988.065555 + Penalty 1610.826930 = -447377.238624 nChanged 220 SP:Iteration 5Q (15933.549450 sec): 3 clusters Score: Raw -449107.014962 + Penalty 1610.826930 = -447496.188031 nChanged 184 SP:Iteration 6Q (15933.566403 sec): 3 clusters Score: Raw -449211.692032 + Penalty 1610.826930 = -447600.865101 nChanged 188 SP:Iteration 7Q (15933.583373 sec): 3 clusters Score: Raw -449330.829214 + Penalty 1610.826930 = -447720.002284 nChanged 184 SP:Iteration 8Q (15933.600349 sec): 3 clusters Score: Raw -449456.560010 + Penalty 1610.826930 = -447845.733080 nChanged 151 SP:Iteration 9Q (15933.617253 sec): 3 clusters Score: Raw -449551.766068 + Penalty 1610.826930 = -447940.939137 nChanged 127 SP:Iteration 10Q (15933.634075 sec): 3 clusters Score: Raw -449619.897629 + Penalty 1610.826930 = -448009.070698 nChanged 107 SP:Iteration 11Q (15933.650862 sec): 3 clusters Score: Raw -449672.136080 + Penalty 1610.826930 = -448061.309150 nChanged 79 SP:Iteration 12Q (15933.667558 sec): 3 clusters Score: Raw -449711.068581 + Penalty 1610.826930 = -448100.241650 nChanged 63 SP:Iteration 13Q (15933.684214 sec): 3 clusters Score: Raw -449733.906144 + Penalty 1610.826930 = -448123.079213 nChanged 47 SP:Iteration 14Q (15933.700820 sec): 3 clusters Score: Raw -449751.081849 + Penalty 1610.826930 = -448140.254919 nChanged 45 SP:Iteration 15Q (15933.717418 sec): 3 clusters Score: Raw -449766.101939 + Penalty 1610.826930 = -448155.275008 nChanged 40 SP:Iteration 16Q (15933.733940 sec): 3 clusters Score: Raw -449781.518856 + Penalty 1610.826930 = -448170.691925 nChanged 38 SP:Iteration 17Q (15933.750305 sec): 3 clusters Score: Raw -449795.588010 + Penalty 1610.826930 = -448184.761080 nChanged 32 SP:Iteration 18Q (15933.766604 sec): 3 clusters Score: Raw -449806.647852 + Penalty 1610.826930 = -448195.820921 nChanged 32 SP:Iteration 19Q (15933.783093 sec): 3 clusters Score: Raw -449815.908440 + Penalty 1610.826930 = -448205.081510 nChanged 31 SP:Iteration 20F (15933.799980 sec): 3 clusters Score: Raw -449824.268431 + Penalty 1610.826930 = -448213.441500 nChanged 23 SP:Iteration 21Q (15933.816434 sec): 3 clusters Score: Raw -449831.313698 + Penalty 1610.826930 = -448220.486768 nChanged 32 SP:Iteration 22Q (15933.832859 sec): 3 clusters Score: Raw -449838.619631 + Penalty 1610.826930 = -448227.792701 nChanged 24 SP:Iteration 23Q (15933.849345 sec): 3 clusters Score: Raw -449846.050074 + Penalty 1610.826930 = -448235.223143 nChanged 28 SP:Iteration 24Q (15933.865739 sec): 3 clusters Score: Raw -449855.419805 + Penalty 1610.826930 = -448244.592875 nChanged 27 SP:Iteration 25Q (15933.882133 sec): 3 clusters Score: Raw -449864.390857 + Penalty 1610.826930 = -448253.563927 nChanged 25 SP:Iteration 26Q (15933.898491 sec): 3 clusters Score: Raw -449875.896550 + Penalty 1610.826930 = -448265.069620 nChanged 33 SP:Iteration 27Q (15933.914840 sec): 3 clusters Score: Raw -449891.738443 + Penalty 1610.826930 = -448280.911512 nChanged 31 SP:Iteration 28Q (15933.930963 sec): 3 clusters Score: Raw -449905.659902 + Penalty 1610.826930 = -448294.832972 nChanged 35 SP:Iteration 29Q (15933.947105 sec): 3 clusters Score: Raw -449921.271000 + Penalty 1610.826930 = -448310.444069 nChanged 29 SP:Iteration 30Q (15933.963352 sec): 3 clusters Score: Raw -449930.429057 + Penalty 1610.826930 = -448319.602127 nChanged 19 SP:Iteration 31Q (15933.979604 sec): 3 clusters Score: Raw -449938.019461 + Penalty 1610.826930 = -448327.192531 nChanged 24 SP:Iteration 32Q (15933.995812 sec): 3 clusters Score: Raw -449945.292530 + Penalty 1610.826930 = -448334.465599 nChanged 16 SP:Iteration 33Q (15934.012023 sec): 3 clusters Score: Raw -449952.136177 + Penalty 1610.826930 = -448341.309247 nChanged 14 SP:Iteration 34Q (15934.028216 sec): 3 clusters Score: Raw -449956.469096 + Penalty 1610.826930 = -448345.642166 nChanged 16 SP:Iteration 35Q (15934.044446 sec): 3 clusters Score: Raw -449962.002909 + Penalty 1610.826930 = -448351.175978 nChanged 14 SP:Iteration 36Q (15934.060632 sec): 3 clusters Score: Raw -449968.127195 + Penalty 1610.826930 = -448357.300264 nChanged 17 SP:Iteration 37Q (15934.076667 sec): 3 clusters Score: Raw -449976.355084 + Penalty 1610.826930 = -448365.528153 nChanged 25 SP:Iteration 38Q (15934.092641 sec): 3 clusters Score: Raw -449987.539014 + Penalty 1610.826930 = -448376.712083 nChanged 28 SP:Iteration 39Q (15934.108816 sec): 3 clusters Score: Raw -449999.399160 + Penalty 1610.826930 = -448388.572230 nChanged 31 SP:Iteration 40F (15934.125505 sec): 3 clusters Score: Raw -450010.700524 + Penalty 1610.826930 = -448399.873594 nChanged 23 SP:Iteration 41Q (15934.141627 sec): 3 clusters Score: Raw -450020.572586 + Penalty 1610.826930 = -448409.745655 nChanged 20 SP:Iteration 42Q (15934.157702 sec): 3 clusters Score: Raw -450027.570587 + Penalty 1610.826930 = -448416.743656 nChanged 15 SP:Iteration 43Q (15934.173821 sec): 3 clusters Score: Raw -450031.371506 + Penalty 1610.826930 = -448420.544575 nChanged 12 SP:Iteration 44Q (15934.189880 sec): 3 clusters Score: Raw -450034.292135 + Penalty 1610.826930 = -448423.465205 nChanged 7 SP:Iteration 45Q (15934.205772 sec): 3 clusters Score: Raw -450036.150255 + Penalty 1610.826930 = -448425.323325 nChanged 6 SP:Iteration 46Q (15934.221811 sec): 3 clusters Score: Raw -450037.432564 + Penalty 1610.826930 = -448426.605634 nChanged 4 SP:Iteration 47Q (15934.237868 sec): 3 clusters Score: Raw -450038.277475 + Penalty 1610.826930 = -448427.450545 nChanged 5 SP:Iteration 48Q (15934.253867 sec): 3 clusters Score: Raw -450039.568715 + Penalty 1610.826930 = -448428.741785 nChanged 3 SP:Iteration 49Q (15934.269769 sec): 3 clusters Score: Raw -450040.391138 + Penalty 1610.826930 = -448429.564207 nChanged 4 SP:Iteration 50Q (15934.285778 sec): 3 clusters Score: Raw -450041.795931 + Penalty 1610.826930 = -448430.969000 nChanged 4 SP:Iteration 51Q (15934.301819 sec): 3 clusters Score: Raw -450042.873269 + Penalty 1610.826930 = -448432.046339 nChanged 5 SP:Iteration 52Q (15934.317651 sec): 3 clusters Score: Raw -450043.735063 + Penalty 1610.826930 = -448432.908133 nChanged 3 SP:Iteration 53Q (15934.333505 sec): 3 clusters Score: Raw -450044.325260 + Penalty 1610.826930 = -448433.498330 nChanged 5 SP:Iteration 54Q (15934.349326 sec): 3 clusters Score: Raw -450045.764183 + Penalty 1610.826930 = -448434.937252 nChanged 4 SP:Iteration 55Q (15934.365198 sec): 3 clusters Score: Raw -450047.212289 + Penalty 1610.826930 = -448436.385358 nChanged 5 SP:Iteration 56Q (15934.381016 sec): 3 clusters Score: Raw -450048.794699 + Penalty 1610.826930 = -448437.967769 nChanged 7 SP:Iteration 57Q (15934.397074 sec): 3 clusters Score: Raw -450051.365756 + Penalty 1610.826930 = -448440.538826 nChanged 4 SP:Iteration 58Q (15934.412921 sec): 3 clusters Score: Raw -450052.554046 + Penalty 1610.826930 = -448441.727116 nChanged 6 SP:Iteration 59Q (15934.428746 sec): 3 clusters Score: Raw -450055.716752 + Penalty 1610.826930 = -448444.889822 nChanged 12 SP:Iteration 60F (15934.445599 sec): 3 clusters Score: Raw -450059.442697 + Penalty 1610.826930 = -448448.615767 nChanged 12 SP:Iteration 61Q (15934.461439 sec): 3 clusters Score: Raw -450064.621999 + Penalty 1610.826930 = -448453.795068 nChanged 13 SP:Iteration 62Q (15934.477416 sec): 3 clusters Score: Raw -450068.945078 + Penalty 1610.826930 = -448458.118148 nChanged 9 SP:Iteration 63Q (15934.493222 sec): 3 clusters Score: Raw -450072.019651 + Penalty 1610.826930 = -448461.192721 nChanged 4 SP:Iteration 64Q (15934.509194 sec): 3 clusters Score: Raw -450072.983997 + Penalty 1610.826930 = -448462.157066 nChanged 4 SP:Iteration 65Q (15934.524994 sec): 3 clusters Score: Raw -450074.115230 + Penalty 1610.826930 = -448463.288299 nChanged 5 SP:Iteration 66Q (15934.540912 sec): 3 clusters Score: Raw -450075.613683 + Penalty 1610.826930 = -448464.786752 nChanged 2 SP:Iteration 67Q (15934.556853 sec): 3 clusters Score: Raw -450075.924718 + Penalty 1610.826930 = -448465.097787 nChanged 1 SP:Iteration 68Q (15934.572787 sec): 3 clusters Score: Raw -450076.602111 + Penalty 1610.826930 = -448465.775180 nChanged 1 SP:Iteration 69Q (15934.588561 sec): 3 clusters Score: Raw -450076.731782 + Penalty 1610.826930 = -448465.904851 nChanged 0 SP:Iteration 70F (15934.605255 sec): 3 clusters Score: Raw -450076.731782 + Penalty 1610.826930 = -448465.904851 nChanged 0 Trying to split cluster 30 (3263 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15934.621692 sec): 2 clusters Score: Raw -295382.226103 + Penalty 768.588218 = -294613.637885 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15934.634330 sec): 3 clusters Score: Raw -293670.387808 + Penalty 1537.176436 = -292133.211371 nChanged 1324 SP:Iteration 1F (15934.645985 sec): 3 clusters Score: Raw -294484.627630 + Penalty 1537.176436 = -292947.451193 nChanged 285 SP:Iteration 2F (15934.657727 sec): 3 clusters Score: Raw -294679.957833 + Penalty 1537.176436 = -293142.781397 nChanged 199 SP:Iteration 3F (15934.669470 sec): 3 clusters Score: Raw -294811.787360 + Penalty 1537.176436 = -293274.610923 nChanged 155 SP:Iteration 4Q (15934.681204 sec): 3 clusters Score: Raw -294917.987311 + Penalty 1537.176436 = -293380.810875 nChanged 152 SP:Iteration 5Q (15934.692939 sec): 3 clusters Score: Raw -295023.883856 + Penalty 1537.176436 = -293486.707420 nChanged 150 SP:Iteration 6Q (15934.704666 sec): 3 clusters Score: Raw -295118.905977 + Penalty 1537.176436 = -293581.729541 nChanged 105 SP:Iteration 7Q (15934.716388 sec): 3 clusters Score: Raw -295184.728836 + Penalty 1537.176436 = -293647.552400 nChanged 103 SP:Iteration 8Q (15934.728062 sec): 3 clusters Score: Raw -295248.653548 + Penalty 1537.176436 = -293711.477112 nChanged 78 SP:Iteration 9Q (15934.739729 sec): 3 clusters Score: Raw -295307.189686 + Penalty 1537.176436 = -293770.013249 nChanged 78 SP:Iteration 10Q (15934.751356 sec): 3 clusters Score: Raw -295356.619568 + Penalty 1537.176436 = -293819.443131 nChanged 65 SP:Iteration 11Q (15934.762841 sec): 3 clusters Score: Raw -295388.081635 + Penalty 1537.176436 = -293850.905199 nChanged 58 SP:Iteration 12Q (15934.774416 sec): 3 clusters Score: Raw -295419.147125 + Penalty 1537.176436 = -293881.970689 nChanged 41 SP:Iteration 13Q (15934.785969 sec): 3 clusters Score: Raw -295438.665584 + Penalty 1537.176436 = -293901.489148 nChanged 33 SP:Iteration 14Q (15934.797519 sec): 3 clusters Score: Raw -295452.788702 + Penalty 1537.176436 = -293915.612266 nChanged 27 SP:Iteration 15Q (15934.809051 sec): 3 clusters Score: Raw -295461.230271 + Penalty 1537.176436 = -293924.053835 nChanged 21 SP:Iteration 16Q (15934.820455 sec): 3 clusters Score: Raw -295467.614409 + Penalty 1537.176436 = -293930.437973 nChanged 23 SP:Iteration 17Q (15934.831875 sec): 3 clusters Score: Raw -295475.897044 + Penalty 1537.176436 = -293938.720607 nChanged 27 SP:Iteration 18Q (15934.843386 sec): 3 clusters Score: Raw -295483.394803 + Penalty 1537.176436 = -293946.218367 nChanged 18 SP:Iteration 19Q (15934.854874 sec): 3 clusters Score: Raw -295491.099553 + Penalty 1537.176436 = -293953.923116 nChanged 15 SP:Iteration 20F (15934.866616 sec): 3 clusters Score: Raw -295494.828022 + Penalty 1537.176436 = -293957.651585 nChanged 14 SP:Iteration 21Q (15934.878129 sec): 3 clusters Score: Raw -295497.871336 + Penalty 1537.176436 = -293960.694899 nChanged 9 SP:Iteration 22Q (15934.889660 sec): 3 clusters Score: Raw -295499.261875 + Penalty 1537.176436 = -293962.085439 nChanged 5 SP:Iteration 23Q (15934.901196 sec): 3 clusters Score: Raw -295500.018726 + Penalty 1537.176436 = -293962.842289 nChanged 4 SP:Iteration 24Q (15934.912716 sec): 3 clusters Score: Raw -295500.637296 + Penalty 1537.176436 = -293963.460860 nChanged 6 SP:Iteration 25Q (15934.924195 sec): 3 clusters Score: Raw -295502.083870 + Penalty 1537.176436 = -293964.907433 nChanged 6 SP:Iteration 26Q (15934.935580 sec): 3 clusters Score: Raw -295504.411372 + Penalty 1537.176436 = -293967.234935 nChanged 6 SP:Iteration 27Q (15934.947040 sec): 3 clusters Score: Raw -295507.827276 + Penalty 1537.176436 = -293970.650839 nChanged 11 SP:Iteration 28Q (15934.958437 sec): 3 clusters Score: Raw -295512.574637 + Penalty 1537.176436 = -293975.398201 nChanged 12 SP:Iteration 29Q (15934.969920 sec): 3 clusters Score: Raw -295516.944247 + Penalty 1537.176436 = -293979.767811 nChanged 14 SP:Iteration 30Q (15934.981430 sec): 3 clusters Score: Raw -295520.668553 + Penalty 1537.176436 = -293983.492117 nChanged 8 SP:Iteration 31Q (15934.992862 sec): 3 clusters Score: Raw -295521.976168 + Penalty 1537.176436 = -293984.799732 nChanged 6 SP:Iteration 32Q (15935.004378 sec): 3 clusters Score: Raw -295523.482017 + Penalty 1537.176436 = -293986.305580 nChanged 13 SP:Iteration 33Q (15935.015871 sec): 3 clusters Score: Raw -295526.469120 + Penalty 1537.176436 = -293989.292684 nChanged 10 SP:Iteration 34Q (15935.027384 sec): 3 clusters Score: Raw -295529.346202 + Penalty 1537.176436 = -293992.169766 nChanged 9 SP:Iteration 35Q (15935.038842 sec): 3 clusters Score: Raw -295531.881894 + Penalty 1537.176436 = -293994.705458 nChanged 13 SP:Iteration 36Q (15935.050339 sec): 3 clusters Score: Raw -295535.051426 + Penalty 1537.176436 = -293997.874990 nChanged 13 SP:Iteration 37Q (15935.061704 sec): 3 clusters Score: Raw -295538.031241 + Penalty 1537.176436 = -294000.854804 nChanged 10 SP:Iteration 38Q (15935.073176 sec): 3 clusters Score: Raw -295540.322605 + Penalty 1537.176436 = -294003.146168 nChanged 9 SP:Iteration 39Q (15935.084548 sec): 3 clusters Score: Raw -295542.363145 + Penalty 1537.176436 = -294005.186709 nChanged 7 SP:Iteration 40F (15935.096249 sec): 3 clusters Score: Raw -295545.446206 + Penalty 1537.176436 = -294008.269770 nChanged 10 SP:Iteration 41Q (15935.107625 sec): 3 clusters Score: Raw -295547.510996 + Penalty 1537.176436 = -294010.334560 nChanged 5 SP:Iteration 42Q (15935.119151 sec): 3 clusters Score: Raw -295548.632071 + Penalty 1537.176436 = -294011.455635 nChanged 6 SP:Iteration 43Q (15935.130631 sec): 3 clusters Score: Raw -295550.135545 + Penalty 1537.176436 = -294012.959109 nChanged 2 SP:Iteration 44Q (15935.142099 sec): 3 clusters Score: Raw -295550.346503 + Penalty 1537.176436 = -294013.170066 nChanged 2 SP:Iteration 45Q (15935.153509 sec): 3 clusters Score: Raw -295550.579427 + Penalty 1537.176436 = -294013.402990 nChanged 1 SP:Iteration 46Q (15935.164995 sec): 3 clusters Score: Raw -295550.636325 + Penalty 1537.176436 = -294013.459888 nChanged 1 SP:Iteration 47Q (15935.176375 sec): 3 clusters Score: Raw -295550.932424 + Penalty 1537.176436 = -294013.755988 nChanged 1 SP:Iteration 48Q (15935.187889 sec): 3 clusters Score: Raw -295551.433294 + Penalty 1537.176436 = -294014.256857 nChanged 1 SP:Iteration 49Q (15935.199365 sec): 3 clusters Score: Raw -295551.640226 + Penalty 1537.176436 = -294014.463789 nChanged 2 SP:Iteration 50Q (15935.210833 sec): 3 clusters Score: Raw -295551.836406 + Penalty 1537.176436 = -294014.659970 nChanged 1 SP:Iteration 51Q (15935.222323 sec): 3 clusters Score: Raw -295552.138790 + Penalty 1537.176436 = -294014.962354 nChanged 2 SP:Iteration 52Q (15935.233691 sec): 3 clusters Score: Raw -295552.737451 + Penalty 1537.176436 = -294015.561014 nChanged 3 SP:Iteration 53Q (15935.245078 sec): 3 clusters Score: Raw -295553.094717 + Penalty 1537.176436 = -294015.918281 nChanged 1 SP:Iteration 54Q (15935.256580 sec): 3 clusters Score: Raw -295553.203425 + Penalty 1537.176436 = -294016.026988 nChanged 0 SP:Iteration 55F (15935.268161 sec): 3 clusters Score: Raw -295553.203425 + Penalty 1537.176436 = -294016.026988 nChanged 0 Trying to split cluster 31 (10307 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15935.290810 sec): 2 clusters Score: Raw -993980.961157 + Penalty 877.854963 = -993103.106194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15935.316062 sec): 3 clusters Score: Raw -987854.725419 + Penalty 1755.709925 = -986099.015494 nChanged 4622 SP:Iteration 1F (15935.340387 sec): 3 clusters Score: Raw -990375.590019 + Penalty 1755.709925 = -988619.880094 nChanged 580 SP:Iteration 2F (15935.364650 sec): 3 clusters Score: Raw -990598.457709 + Penalty 1755.709925 = -988842.747784 nChanged 514 SP:Iteration 3Q (15935.389167 sec): 3 clusters Score: Raw -990819.220473 + Penalty 1755.709925 = -989063.510547 nChanged 591 SP:Iteration 4F (15935.413558 sec): 3 clusters Score: Raw -991141.722140 + Penalty 1755.709925 = -989386.012214 nChanged 651 SP:Iteration 5F (15935.437860 sec): 3 clusters Score: Raw -991556.871616 + Penalty 1755.709925 = -989801.161690 nChanged 679 SP:Iteration 6F (15935.462081 sec): 3 clusters Score: Raw -992031.392753 + Penalty 1755.709925 = -990275.682828 nChanged 634 SP:Iteration 7F (15935.486467 sec): 3 clusters Score: Raw -992504.212950 + Penalty 1755.709925 = -990748.503025 nChanged 555 SP:Iteration 8F (15935.510824 sec): 3 clusters Score: Raw -992916.935562 + Penalty 1755.709925 = -991161.225637 nChanged 410 SP:Iteration 9Q (15935.535328 sec): 3 clusters Score: Raw -993210.593506 + Penalty 1755.709925 = -991454.883581 nChanged 347 SP:Iteration 10Q (15935.559771 sec): 3 clusters Score: Raw -993471.326464 + Penalty 1755.709925 = -991715.616539 nChanged 267 SP:Iteration 11Q (15935.584052 sec): 3 clusters Score: Raw -993672.937200 + Penalty 1755.709925 = -991917.227275 nChanged 193 SP:Iteration 12Q (15935.607887 sec): 3 clusters Score: Raw -993821.049110 + Penalty 1755.709925 = -992065.339185 nChanged 128 SP:Iteration 13Q (15935.631663 sec): 3 clusters Score: Raw -993915.019202 + Penalty 1755.709925 = -992159.309277 nChanged 73 SP:Iteration 14Q (15935.655057 sec): 3 clusters Score: Raw -993965.094011 + Penalty 1755.709925 = -992209.384085 nChanged 61 SP:Iteration 15Q (15935.678237 sec): 3 clusters Score: Raw -994010.624550 + Penalty 1755.709925 = -992254.914625 nChanged 42 SP:Iteration 16Q (15935.701052 sec): 3 clusters Score: Raw -994044.545578 + Penalty 1755.709925 = -992288.835652 nChanged 32 SP:Iteration 17Q (15935.723919 sec): 3 clusters Score: Raw -994070.727864 + Penalty 1755.709925 = -992315.017939 nChanged 18 SP:Iteration 18Q (15935.746487 sec): 3 clusters Score: Raw -994085.553436 + Penalty 1755.709925 = -992329.843510 nChanged 14 SP:Iteration 19Q (15935.769109 sec): 3 clusters Score: Raw -994099.235458 + Penalty 1755.709925 = -992343.525532 nChanged 11 SP:Iteration 20F (15935.793202 sec): 3 clusters Score: Raw -994108.440796 + Penalty 1755.709925 = -992352.730871 nChanged 11 SP:Iteration 21Q (15935.815596 sec): 3 clusters Score: Raw -994119.794822 + Penalty 1755.709925 = -992364.084896 nChanged 8 SP:Iteration 22Q (15935.838071 sec): 3 clusters Score: Raw -994128.133383 + Penalty 1755.709925 = -992372.423458 nChanged 5 SP:Iteration 23Q (15935.860386 sec): 3 clusters Score: Raw -994130.471449 + Penalty 1755.709925 = -992374.761524 nChanged 4 SP:Iteration 24Q (15935.882739 sec): 3 clusters Score: Raw -994132.683983 + Penalty 1755.709925 = -992376.974057 nChanged 0 SP:Iteration 25F (15935.906949 sec): 3 clusters Score: Raw -994132.683983 + Penalty 1755.709925 = -992376.974057 nChanged 0 Trying to split cluster 32 (4134 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15935.923932 sec): 2 clusters Score: Raw -397714.065405 + Penalty 791.065070 = -396923.000334 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15935.939793 sec): 3 clusters Score: Raw -395496.891133 + Penalty 1582.130141 = -393914.760992 nChanged 1730 SP:Iteration 1F (15935.954512 sec): 3 clusters Score: Raw -396441.281011 + Penalty 1582.130141 = -394859.150870 nChanged 319 SP:Iteration 2F (15935.969157 sec): 3 clusters Score: Raw -396649.235642 + Penalty 1582.130141 = -395067.105501 nChanged 265 SP:Iteration 3F (15935.983960 sec): 3 clusters Score: Raw -396813.585919 + Penalty 1582.130141 = -395231.455778 nChanged 205 SP:Iteration 4Q (15935.998636 sec): 3 clusters Score: Raw -396938.694421 + Penalty 1582.130141 = -395356.564280 nChanged 202 SP:Iteration 5Q (15936.013419 sec): 3 clusters Score: Raw -397066.401682 + Penalty 1582.130141 = -395484.271542 nChanged 203 SP:Iteration 6Q (15936.028170 sec): 3 clusters Score: Raw -397212.359554 + Penalty 1582.130141 = -395630.229413 nChanged 188 SP:Iteration 7Q (15936.042875 sec): 3 clusters Score: Raw -397351.329369 + Penalty 1582.130141 = -395769.199228 nChanged 192 SP:Iteration 8Q (15936.057545 sec): 3 clusters Score: Raw -397487.248679 + Penalty 1582.130141 = -395905.118538 nChanged 157 SP:Iteration 9Q (15936.072029 sec): 3 clusters Score: Raw -397584.023823 + Penalty 1582.130141 = -396001.893683 nChanged 116 SP:Iteration 10Q (15936.086474 sec): 3 clusters Score: Raw -397651.661889 + Penalty 1582.130141 = -396069.531749 nChanged 99 SP:Iteration 11Q (15936.101009 sec): 3 clusters Score: Raw -397696.418288 + Penalty 1582.130141 = -396114.288147 nChanged 62 SP:Iteration 12Q (15936.115521 sec): 3 clusters Score: Raw -397723.308689 + Penalty 1582.130141 = -396141.178549 nChanged 54 SP:Iteration 13Q (15936.129864 sec): 3 clusters Score: Raw -397743.541363 + Penalty 1582.130141 = -396161.411222 nChanged 41 SP:Iteration 14Q (15936.144308 sec): 3 clusters Score: Raw -397757.320685 + Penalty 1582.130141 = -396175.190544 nChanged 34 SP:Iteration 15Q (15936.158707 sec): 3 clusters Score: Raw -397769.085666 + Penalty 1582.130141 = -396186.955526 nChanged 30 SP:Iteration 16Q (15936.173112 sec): 3 clusters Score: Raw -397778.053857 + Penalty 1582.130141 = -396195.923716 nChanged 30 SP:Iteration 17Q (15936.187334 sec): 3 clusters Score: Raw -397788.018837 + Penalty 1582.130141 = -396205.888696 nChanged 30 SP:Iteration 18Q (15936.201727 sec): 3 clusters Score: Raw -397798.707326 + Penalty 1582.130141 = -396216.577186 nChanged 26 SP:Iteration 19Q (15936.216099 sec): 3 clusters Score: Raw -397806.524947 + Penalty 1582.130141 = -396224.394807 nChanged 22 SP:Iteration 20F (15936.230795 sec): 3 clusters Score: Raw -397812.873127 + Penalty 1582.130141 = -396230.742986 nChanged 22 SP:Iteration 21Q (15936.245017 sec): 3 clusters Score: Raw -397819.180361 + Penalty 1582.130141 = -396237.050220 nChanged 17 SP:Iteration 22Q (15936.259332 sec): 3 clusters Score: Raw -397825.246209 + Penalty 1582.130141 = -396243.116068 nChanged 16 SP:Iteration 23Q (15936.273661 sec): 3 clusters Score: Raw -397829.526834 + Penalty 1582.130141 = -396247.396694 nChanged 9 SP:Iteration 24Q (15936.287958 sec): 3 clusters Score: Raw -397831.094731 + Penalty 1582.130141 = -396248.964590 nChanged 3 SP:Iteration 25Q (15936.302303 sec): 3 clusters Score: Raw -397832.061857 + Penalty 1582.130141 = -396249.931717 nChanged 6 SP:Iteration 26Q (15936.316640 sec): 3 clusters Score: Raw -397833.507645 + Penalty 1582.130141 = -396251.377504 nChanged 6 SP:Iteration 27Q (15936.330793 sec): 3 clusters Score: Raw -397834.199027 + Penalty 1582.130141 = -396252.068886 nChanged 2 SP:Iteration 28Q (15936.345078 sec): 3 clusters Score: Raw -397834.449295 + Penalty 1582.130141 = -396252.319155 nChanged 4 SP:Iteration 29Q (15936.394966 sec): 3 clusters Score: Raw -397835.391602 + Penalty 1582.130141 = -396253.261462 nChanged 2 SP:Iteration 30Q (15936.409595 sec): 3 clusters Score: Raw -397835.587994 + Penalty 1582.130141 = -396253.457853 nChanged 0 SP:Iteration 31F (15936.424365 sec): 3 clusters Score: Raw -397835.587994 + Penalty 1582.130141 = -396253.457853 nChanged 0 Trying to split cluster 33 (533 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15936.438643 sec): 2 clusters Score: Raw -41730.616205 + Penalty 596.459535 = -41134.156670 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15936.441354 sec): 3 clusters Score: Raw -41593.194824 + Penalty 1192.919071 = -40400.275753 nChanged 164 SP:Iteration 1F (15936.443793 sec): 3 clusters Score: Raw -41815.571929 + Penalty 1192.919071 = -40622.652858 nChanged 53 SP:Iteration 2F (15936.446213 sec): 3 clusters Score: Raw -41905.443648 + Penalty 1192.919071 = -40712.524577 nChanged 40 SP:Iteration 3F (15936.448642 sec): 3 clusters Score: Raw -41990.704225 + Penalty 1192.919071 = -40797.785154 nChanged 35 SP:Iteration 4F (15936.451154 sec): 3 clusters Score: Raw -42097.774281 + Penalty 1192.919071 = -40904.855211 nChanged 34 SP:Iteration 5F (15936.453558 sec): 3 clusters Score: Raw -42182.277369 + Penalty 1192.919071 = -40989.358298 nChanged 23 SP:Iteration 6Q (15936.455910 sec): 3 clusters Score: Raw -42233.460708 + Penalty 1192.919071 = -41040.541638 nChanged 22 SP:Iteration 7Q (15936.458225 sec): 3 clusters Score: Raw -42288.663917 + Penalty 1192.919071 = -41095.744847 nChanged 17 SP:Iteration 8Q (15936.460543 sec): 3 clusters Score: Raw -42335.489287 + Penalty 1192.919071 = -41142.570216 nChanged 8 SP:Iteration 9Q (15936.462852 sec): 3 clusters Score: Raw -42365.774934 + Penalty 1192.919071 = -41172.855863 nChanged 8 SP:Iteration 10Q (15936.465154 sec): 3 clusters Score: Raw -42373.544380 + Penalty 1192.919071 = -41180.625309 nChanged 2 SP:Iteration 11Q (15936.467463 sec): 3 clusters Score: Raw -42374.569436 + Penalty 1192.919071 = -41181.650365 nChanged 1 SP:Iteration 12Q (15936.469759 sec): 3 clusters Score: Raw -42375.977188 + Penalty 1192.919071 = -41183.058117 nChanged 0 SP:Iteration 13F (15936.472155 sec): 3 clusters Score: Raw -42375.977188 + Penalty 1192.919071 = -41183.058117 nChanged 0 Score: Raw -89559511.516291 + Penalty 51115.904099 = -89508395.612192 Splitting cluster 33 changes total score from -89509060.915417 to -89508395.612192 So it's not getting split. Trying to split cluster 34 (12723 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15954.452427 sec): 2 clusters Score: Raw -1196154.123099 + Penalty 897.860833 = -1195256.262266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15954.481338 sec): 3 clusters Score: Raw -1188406.616263 + Penalty 1795.721665 = -1186610.894598 nChanged 5809 SP:Iteration 1F (15954.508888 sec): 3 clusters Score: Raw -1191593.791678 + Penalty 1795.721665 = -1189798.070013 nChanged 704 SP:Iteration 2F (15954.536432 sec): 3 clusters Score: Raw -1191875.670468 + Penalty 1795.721665 = -1190079.948803 nChanged 701 SP:Iteration 3F (15954.563843 sec): 3 clusters Score: Raw -1192210.569062 + Penalty 1795.721665 = -1190414.847397 nChanged 770 SP:Iteration 4F (15954.591386 sec): 3 clusters Score: Raw -1192620.221739 + Penalty 1795.721665 = -1190824.500074 nChanged 810 SP:Iteration 5F (15954.618895 sec): 3 clusters Score: Raw -1193117.580639 + Penalty 1795.721665 = -1191321.858974 nChanged 854 SP:Iteration 6F (15954.646308 sec): 3 clusters Score: Raw -1193713.670132 + Penalty 1795.721665 = -1191917.948467 nChanged 789 SP:Iteration 7F (15954.673837 sec): 3 clusters Score: Raw -1194303.314264 + Penalty 1795.721665 = -1192507.592599 nChanged 705 SP:Iteration 8F (15954.701313 sec): 3 clusters Score: Raw -1194888.198529 + Penalty 1795.721665 = -1193092.476864 nChanged 580 SP:Iteration 9Q (15954.728638 sec): 3 clusters Score: Raw -1195357.434434 + Penalty 1795.721665 = -1193561.712769 nChanged 447 SP:Iteration 10Q (15954.755613 sec): 3 clusters Score: Raw -1195726.124324 + Penalty 1795.721665 = -1193930.402659 nChanged 294 SP:Iteration 11Q (15954.782270 sec): 3 clusters Score: Raw -1195950.179247 + Penalty 1795.721665 = -1194154.457582 nChanged 172 SP:Iteration 12Q (15954.808355 sec): 3 clusters Score: Raw -1196088.583774 + Penalty 1795.721665 = -1194292.862108 nChanged 126 SP:Iteration 13Q (15954.834013 sec): 3 clusters Score: Raw -1196182.344780 + Penalty 1795.721665 = -1194386.623115 nChanged 75 SP:Iteration 14Q (15954.859506 sec): 3 clusters Score: Raw -1196240.711608 + Penalty 1795.721665 = -1194444.989943 nChanged 55 SP:Iteration 15Q (15954.884681 sec): 3 clusters Score: Raw -1196292.717642 + Penalty 1795.721665 = -1194496.995977 nChanged 47 SP:Iteration 16Q (15954.909454 sec): 3 clusters Score: Raw -1196325.798699 + Penalty 1795.721665 = -1194530.077034 nChanged 34 SP:Iteration 17Q (15954.933950 sec): 3 clusters Score: Raw -1196347.631803 + Penalty 1795.721665 = -1194551.910138 nChanged 23 SP:Iteration 18Q (15954.958329 sec): 3 clusters Score: Raw -1196360.190880 + Penalty 1795.721665 = -1194564.469215 nChanged 11 SP:Iteration 19Q (15954.982744 sec): 3 clusters Score: Raw -1196367.466667 + Penalty 1795.721665 = -1194571.745002 nChanged 12 SP:Iteration 20F (15955.010259 sec): 3 clusters Score: Raw -1196378.890529 + Penalty 1795.721665 = -1194583.168864 nChanged 15 SP:Iteration 21Q (15955.034746 sec): 3 clusters Score: Raw -1196389.752386 + Penalty 1795.721665 = -1194594.030721 nChanged 13 SP:Iteration 22Q (15955.058980 sec): 3 clusters Score: Raw -1196401.035881 + Penalty 1795.721665 = -1194605.314216 nChanged 9 SP:Iteration 23Q (15955.083244 sec): 3 clusters Score: Raw -1196406.741271 + Penalty 1795.721665 = -1194611.019606 nChanged 7 SP:Iteration 24Q (15955.107531 sec): 3 clusters Score: Raw -1196411.721295 + Penalty 1795.721665 = -1194615.999630 nChanged 6 SP:Iteration 25Q (15955.131634 sec): 3 clusters Score: Raw -1196415.290057 + Penalty 1795.721665 = -1194619.568392 nChanged 11 SP:Iteration 26Q (15955.155809 sec): 3 clusters Score: Raw -1196426.769536 + Penalty 1795.721665 = -1194631.047871 nChanged 14 SP:Iteration 27Q (15955.180098 sec): 3 clusters Score: Raw -1196440.196409 + Penalty 1795.721665 = -1194644.474744 nChanged 11 SP:Iteration 28Q (15955.205252 sec): 3 clusters Score: Raw -1196447.268926 + Penalty 1795.721665 = -1194651.547261 nChanged 6 SP:Iteration 29Q (15955.229431 sec): 3 clusters Score: Raw -1196450.796631 + Penalty 1795.721665 = -1194655.074966 nChanged 8 SP:Iteration 30Q (15955.253599 sec): 3 clusters Score: Raw -1196455.896284 + Penalty 1795.721665 = -1194660.174619 nChanged 9 SP:Iteration 31Q (15955.277764 sec): 3 clusters Score: Raw -1196461.460983 + Penalty 1795.721665 = -1194665.739318 nChanged 4 SP:Iteration 32Q (15955.301757 sec): 3 clusters Score: Raw -1196464.678875 + Penalty 1795.721665 = -1194668.957210 nChanged 4 SP:Iteration 33Q (15955.325857 sec): 3 clusters Score: Raw -1196466.319581 + Penalty 1795.721665 = -1194670.597916 nChanged 2 SP:Iteration 34Q (15955.349912 sec): 3 clusters Score: Raw -1196467.660105 + Penalty 1795.721665 = -1194671.938440 nChanged 4 SP:Iteration 35Q (15955.374199 sec): 3 clusters Score: Raw -1196470.795733 + Penalty 1795.721665 = -1194675.074068 nChanged 3 SP:Iteration 36Q (15955.398579 sec): 3 clusters Score: Raw -1196474.077837 + Penalty 1795.721665 = -1194678.356172 nChanged 6 SP:Iteration 37Q (15955.422584 sec): 3 clusters Score: Raw -1196478.395011 + Penalty 1795.721665 = -1194682.673346 nChanged 3 SP:Iteration 38Q (15955.467290 sec): 3 clusters Score: Raw -1196480.678599 + Penalty 1795.721665 = -1194684.956934 nChanged 3 SP:Iteration 39Q (15955.491477 sec): 3 clusters Score: Raw -1196482.297215 + Penalty 1795.721665 = -1194686.575550 nChanged 2 SP:Iteration 40F (15955.519966 sec): 3 clusters Score: Raw -1196483.093342 + Penalty 1795.721665 = -1194687.371677 nChanged 0 Trying to split cluster 35 (7342 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15955.539604 sec): 2 clusters Score: Raw -704013.038148 + Penalty 845.629824 = -703167.408325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15955.561202 sec): 3 clusters Score: Raw -699691.695440 + Penalty 1691.259647 = -698000.435793 nChanged 3280 SP:Iteration 1F (15955.582236 sec): 3 clusters Score: Raw -701526.708285 + Penalty 1691.259647 = -699835.448638 nChanged 424 SP:Iteration 2F (15955.603298 sec): 3 clusters Score: Raw -701728.368832 + Penalty 1691.259647 = -700037.109185 nChanged 374 SP:Iteration 3F (15955.624195 sec): 3 clusters Score: Raw -701927.290654 + Penalty 1691.259647 = -700236.031007 nChanged 386 SP:Iteration 4F (15955.645095 sec): 3 clusters Score: Raw -702136.095484 + Penalty 1691.259647 = -700444.835837 nChanged 351 SP:Iteration 5Q (15955.677025 sec): 3 clusters Score: Raw -702329.211798 + Penalty 1691.259647 = -700637.952151 nChanged 344 SP:Iteration 6Q (15955.698414 sec): 3 clusters Score: Raw -702534.976789 + Penalty 1691.259647 = -700843.717142 nChanged 311 SP:Iteration 7Q (15955.719651 sec): 3 clusters Score: Raw -702730.633748 + Penalty 1691.259647 = -701039.374101 nChanged 316 SP:Iteration 8Q (15955.740897 sec): 3 clusters Score: Raw -702924.831564 + Penalty 1691.259647 = -701233.571917 nChanged 272 SP:Iteration 9Q (15955.761705 sec): 3 clusters Score: Raw -703083.942575 + Penalty 1691.259647 = -701392.682928 nChanged 236 SP:Iteration 10Q (15955.782611 sec): 3 clusters Score: Raw -703223.527622 + Penalty 1691.259647 = -701532.267975 nChanged 210 SP:Iteration 11Q (15955.803472 sec): 3 clusters Score: Raw -703342.311148 + Penalty 1691.259647 = -701651.051501 nChanged 171 SP:Iteration 12Q (15955.824326 sec): 3 clusters Score: Raw -703422.160189 + Penalty 1691.259647 = -701730.900542 nChanged 142 SP:Iteration 13Q (15955.844592 sec): 3 clusters Score: Raw -703485.753189 + Penalty 1691.259647 = -701794.493542 nChanged 116 SP:Iteration 14Q (15955.865273 sec): 3 clusters Score: Raw -703533.940884 + Penalty 1691.259647 = -701842.681237 nChanged 103 SP:Iteration 15Q (15955.885556 sec): 3 clusters Score: Raw -703579.945467 + Penalty 1691.259647 = -701888.685819 nChanged 96 SP:Iteration 16Q (15955.906094 sec): 3 clusters Score: Raw -703625.181511 + Penalty 1691.259647 = -701933.921864 nChanged 104 SP:Iteration 17Q (15955.926326 sec): 3 clusters Score: Raw -703676.218232 + Penalty 1691.259647 = -701984.958585 nChanged 87 SP:Iteration 18Q (15955.946436 sec): 3 clusters Score: Raw -703725.307916 + Penalty 1691.259647 = -702034.048269 nChanged 86 SP:Iteration 19Q (15955.966439 sec): 3 clusters Score: Raw -703777.088707 + Penalty 1691.259647 = -702085.829060 nChanged 84 SP:Iteration 20F (15955.987444 sec): 3 clusters Score: Raw -703829.643127 + Penalty 1691.259647 = -702138.383480 nChanged 81 SP:Iteration 21Q (15956.007301 sec): 3 clusters Score: Raw -703883.805819 + Penalty 1691.259647 = -702192.546171 nChanged 62 SP:Iteration 22Q (15956.027091 sec): 3 clusters Score: Raw -703932.734554 + Penalty 1691.259647 = -702241.474906 nChanged 57 SP:Iteration 23Q (15956.046580 sec): 3 clusters Score: Raw -703978.277688 + Penalty 1691.259647 = -702287.018041 nChanged 44 SP:Iteration 24Q (15956.065978 sec): 3 clusters Score: Raw -704009.373290 + Penalty 1691.259647 = -702318.113643 nChanged 27 SP:Iteration 25Q (15956.085371 sec): 3 clusters Score: Raw -704028.869334 + Penalty 1691.259647 = -702337.609687 nChanged 25 SP:Iteration 26Q (15956.104748 sec): 3 clusters Score: Raw -704041.730889 + Penalty 1691.259647 = -702350.471242 nChanged 26 SP:Iteration 27Q (15956.124272 sec): 3 clusters Score: Raw -704059.415900 + Penalty 1691.259647 = -702368.156253 nChanged 21 SP:Iteration 28Q (15956.143880 sec): 3 clusters Score: Raw -704074.561729 + Penalty 1691.259647 = -702383.302082 nChanged 14 SP:Iteration 29Q (15956.163049 sec): 3 clusters Score: Raw -704082.566415 + Penalty 1691.259647 = -702391.306768 nChanged 12 SP:Iteration 30Q (15956.182440 sec): 3 clusters Score: Raw -704089.287534 + Penalty 1691.259647 = -702398.027887 nChanged 11 SP:Iteration 31Q (15956.201584 sec): 3 clusters Score: Raw -704096.393034 + Penalty 1691.259647 = -702405.133387 nChanged 12 SP:Iteration 32Q (15956.220838 sec): 3 clusters Score: Raw -704104.404058 + Penalty 1691.259647 = -702413.144411 nChanged 9 SP:Iteration 33Q (15956.240022 sec): 3 clusters Score: Raw -704111.515197 + Penalty 1691.259647 = -702420.255550 nChanged 7 SP:Iteration 34Q (15956.259073 sec): 3 clusters Score: Raw -704115.187496 + Penalty 1691.259647 = -702423.927849 nChanged 2 SP:Iteration 35Q (15956.278548 sec): 3 clusters Score: Raw -704115.730456 + Penalty 1691.259647 = -702424.470809 nChanged 3 SP:Iteration 36Q (15956.297906 sec): 3 clusters Score: Raw -704116.708834 + Penalty 1691.259647 = -702425.449187 nChanged 2 SP:Iteration 37Q (15956.317069 sec): 3 clusters Score: Raw -704118.180772 + Penalty 1691.259647 = -702426.921125 nChanged 2 SP:Iteration 38Q (15956.336447 sec): 3 clusters Score: Raw -704118.912360 + Penalty 1691.259647 = -702427.652713 nChanged 2 SP:Iteration 39Q (15956.355692 sec): 3 clusters Score: Raw -704119.647838 + Penalty 1691.259647 = -702428.388191 nChanged 2 SP:Iteration 40F (15956.377746 sec): 3 clusters Score: Raw -704121.441139 + Penalty 1691.259647 = -702430.181492 nChanged 4 SP:Iteration 41Q (15956.396822 sec): 3 clusters Score: Raw -704125.098185 + Penalty 1691.259647 = -702433.838537 nChanged 5 SP:Iteration 42Q (15956.416285 sec): 3 clusters Score: Raw -704128.329248 + Penalty 1691.259647 = -702437.069601 nChanged 3 SP:Iteration 43Q (15956.435543 sec): 3 clusters Score: Raw -704129.873661 + Penalty 1691.259647 = -702438.614014 nChanged 1 SP:Iteration 44Q (15956.454707 sec): 3 clusters Score: Raw -704130.399937 + Penalty 1691.259647 = -702439.140290 nChanged 2 SP:Iteration 45Q (15956.474007 sec): 3 clusters Score: Raw -704131.497562 + Penalty 1691.259647 = -702440.237914 nChanged 1 SP:Iteration 46Q (15956.493229 sec): 3 clusters Score: Raw -704132.345601 + Penalty 1691.259647 = -702441.085953 nChanged 1 SP:Iteration 47Q (15956.512550 sec): 3 clusters Score: Raw -704132.865395 + Penalty 1691.259647 = -702441.605748 nChanged 2 SP:Iteration 48Q (15956.531651 sec): 3 clusters Score: Raw -704133.651348 + Penalty 1691.259647 = -702442.391701 nChanged 1 SP:Iteration 49Q (15956.550933 sec): 3 clusters Score: Raw -704134.361622 + Penalty 1691.259647 = -702443.101975 nChanged 2 SP:Iteration 50Q (15956.570108 sec): 3 clusters Score: Raw -704135.111069 + Penalty 1691.259647 = -702443.851422 nChanged 0 SP:Iteration 51F (15956.591125 sec): 3 clusters Score: Raw -704135.111069 + Penalty 1691.259647 = -702443.851422 nChanged 0 Trying to split cluster 36 (5635 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15956.609570 sec): 2 clusters Score: Raw -503345.275507 + Penalty 820.491481 = -502524.784026 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15956.629186 sec): 3 clusters Score: Raw -500156.658056 + Penalty 1640.982961 = -498515.675095 nChanged 2445 SP:Iteration 1F (15956.648712 sec): 3 clusters Score: Raw -501576.326730 + Penalty 1640.982961 = -499935.343769 nChanged 455 SP:Iteration 2F (15956.667955 sec): 3 clusters Score: Raw -501880.812506 + Penalty 1640.982961 = -500239.829545 nChanged 420 SP:Iteration 3F (15956.687260 sec): 3 clusters Score: Raw -502207.730762 + Penalty 1640.982961 = -500566.747801 nChanged 395 SP:Iteration 4F (15956.706619 sec): 3 clusters Score: Raw -502521.938313 + Penalty 1640.982961 = -500880.955352 nChanged 336 SP:Iteration 5F (15956.725854 sec): 3 clusters Score: Raw -502801.599376 + Penalty 1640.982961 = -501160.616415 nChanged 266 SP:Iteration 6Q (15956.745234 sec): 3 clusters Score: Raw -503033.938366 + Penalty 1640.982961 = -501392.955405 nChanged 187 SP:Iteration 7Q (15956.764524 sec): 3 clusters Score: Raw -503210.635524 + Penalty 1640.982961 = -501569.652563 nChanged 122 SP:Iteration 8Q (15956.783421 sec): 3 clusters Score: Raw -503340.431960 + Penalty 1640.982961 = -501699.448999 nChanged 73 SP:Iteration 9Q (15956.801887 sec): 3 clusters Score: Raw -503407.753561 + Penalty 1640.982961 = -501766.770600 nChanged 29 SP:Iteration 10Q (15956.820208 sec): 3 clusters Score: Raw -503435.412740 + Penalty 1640.982961 = -501794.429779 nChanged 21 SP:Iteration 11Q (15956.838174 sec): 3 clusters Score: Raw -503461.123174 + Penalty 1640.982961 = -501820.140213 nChanged 8 SP:Iteration 12Q (15956.856348 sec): 3 clusters Score: Raw -503470.740749 + Penalty 1640.982961 = -501829.757788 nChanged 6 SP:Iteration 13Q (15956.874422 sec): 3 clusters Score: Raw -503476.505396 + Penalty 1640.982961 = -501835.522434 nChanged 6 SP:Iteration 14Q (15956.892461 sec): 3 clusters Score: Raw -503486.120820 + Penalty 1640.982961 = -501845.137859 nChanged 2 SP:Iteration 15Q (15956.910137 sec): 3 clusters Score: Raw -503490.169682 + Penalty 1640.982961 = -501849.186721 nChanged 1 SP:Iteration 16Q (15956.928196 sec): 3 clusters Score: Raw -503491.395850 + Penalty 1640.982961 = -501850.412889 nChanged 2 SP:Iteration 17Q (15956.946167 sec): 3 clusters Score: Raw -503492.484497 + Penalty 1640.982961 = -501851.501536 nChanged 1 SP:Iteration 18Q (15956.963950 sec): 3 clusters Score: Raw -503493.909130 + Penalty 1640.982961 = -501852.926169 nChanged 0 SP:Iteration 19F (15956.983082 sec): 3 clusters Score: Raw -503493.909130 + Penalty 1640.982961 = -501852.926169 nChanged 0 Trying to split cluster 37 (135730 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15957.120023 sec): 2 clusters Score: Raw -13002926.166858 + Penalty 1122.750175 = -13001803.416683 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15957.294349 sec): 3 clusters Score: Raw -12912734.970794 + Penalty 2245.500350 = -12910489.470443 nChanged 65853 SP:Iteration 1F (15957.466281 sec): 3 clusters Score: Raw -12953880.100444 + Penalty 2245.500350 = -12951634.600093 nChanged 6307 SP:Iteration 2Q (15957.648417 sec): 3 clusters Score: Raw -12956396.972932 + Penalty 2245.500350 = -12954151.472582 nChanged 7028 SP:Iteration 3F (15957.819791 sec): 3 clusters Score: Raw -12959734.845891 + Penalty 2245.500350 = -12957489.345541 nChanged 7781 SP:Iteration 4F (15957.990762 sec): 3 clusters Score: Raw -12963971.050754 + Penalty 2245.500350 = -12961725.550404 nChanged 8305 SP:Iteration 5F (15958.161806 sec): 3 clusters Score: Raw -12969008.058383 + Penalty 2245.500350 = -12966762.558033 nChanged 8113 SP:Iteration 6F (15958.332701 sec): 3 clusters Score: Raw -12974048.450947 + Penalty 2245.500350 = -12971802.950597 nChanged 7333 SP:Iteration 7F (15958.503555 sec): 3 clusters Score: Raw -12978033.784874 + Penalty 2245.500350 = -12975788.284524 nChanged 5850 SP:Iteration 8Q (15958.682676 sec): 3 clusters Score: Raw -12980383.650037 + Penalty 2245.500350 = -12978138.149687 nChanged 4050 SP:Iteration 9Q (15958.860910 sec): 3 clusters Score: Raw -12981404.529544 + Penalty 2245.500350 = -12979159.029194 nChanged 2469 SP:Iteration 10Q (15959.038611 sec): 3 clusters Score: Raw -12981803.872560 + Penalty 2245.500350 = -12979558.372209 nChanged 1498 SP:Iteration 11Q (15959.215460 sec): 3 clusters Score: Raw -12982005.414077 + Penalty 2245.500350 = -12979759.913727 nChanged 1188 SP:Iteration 12Q (15959.391932 sec): 3 clusters Score: Raw -12982156.840894 + Penalty 2245.500350 = -12979911.340543 nChanged 1056 SP:Iteration 13Q (15959.568812 sec): 3 clusters Score: Raw -12982279.550774 + Penalty 2245.500350 = -12980034.050423 nChanged 966 SP:Iteration 14Q (15959.745225 sec): 3 clusters Score: Raw -12982391.402405 + Penalty 2245.500350 = -12980145.902054 nChanged 939 SP:Iteration 15Q (15959.921694 sec): 3 clusters Score: Raw -12982510.518844 + Penalty 2245.500350 = -12980265.018494 nChanged 999 SP:Iteration 16Q (15960.098118 sec): 3 clusters Score: Raw -12982642.349676 + Penalty 2245.500350 = -12980396.849325 nChanged 1047 SP:Iteration 17Q (15960.274559 sec): 3 clusters Score: Raw -12982783.541090 + Penalty 2245.500350 = -12980538.040740 nChanged 1098 SP:Iteration 18Q (15960.450598 sec): 3 clusters Score: Raw -12982935.246008 + Penalty 2245.500350 = -12980689.745658 nChanged 1106 SP:Iteration 19Q (15960.626275 sec): 3 clusters Score: Raw -12983100.320794 + Penalty 2245.500350 = -12980854.820444 nChanged 1207 SP:Iteration 20F (15960.797027 sec): 3 clusters Score: Raw -12983295.631870 + Penalty 2245.500350 = -12981050.131519 nChanged 1244 SP:Iteration 21Q (15960.973088 sec): 3 clusters Score: Raw -12983503.221713 + Penalty 2245.500350 = -12981257.721363 nChanged 1301 SP:Iteration 22Q (15961.149939 sec): 3 clusters Score: Raw -12983715.353771 + Penalty 2245.500350 = -12981469.853421 nChanged 1284 SP:Iteration 23Q (15961.325654 sec): 3 clusters Score: Raw -12983924.343524 + Penalty 2245.500350 = -12981678.843174 nChanged 1306 SP:Iteration 24Q (15961.501241 sec): 3 clusters Score: Raw -12984149.078306 + Penalty 2245.500350 = -12981903.577955 nChanged 1387 SP:Iteration 25Q (15961.676664 sec): 3 clusters Score: Raw -12984416.017316 + Penalty 2245.500350 = -12982170.516965 nChanged 1486 SP:Iteration 26Q (15961.851881 sec): 3 clusters Score: Raw -12984728.618255 + Penalty 2245.500350 = -12982483.117904 nChanged 1650 SP:Iteration 27Q (15962.027046 sec): 3 clusters Score: Raw -12985104.480301 + Penalty 2245.500350 = -12982858.979950 nChanged 1793 SP:Iteration 28Q (15962.201432 sec): 3 clusters Score: Raw -12985546.147417 + Penalty 2245.500350 = -12983300.647067 nChanged 1904 SP:Iteration 29Q (15962.375960 sec): 3 clusters Score: Raw -12986068.489363 + Penalty 2245.500350 = -12983822.989012 nChanged 2077 SP:Iteration 30Q (15962.549687 sec): 3 clusters Score: Raw -12986695.394285 + Penalty 2245.500350 = -12984449.893935 nChanged 2202 SP:Iteration 31Q (15962.723178 sec): 3 clusters Score: Raw -12987438.610539 + Penalty 2245.500350 = -12985193.110188 nChanged 2370 SP:Iteration 32Q (15962.896252 sec): 3 clusters Score: Raw -12988277.454672 + Penalty 2245.500350 = -12986031.954322 nChanged 2363 SP:Iteration 33Q (15963.068332 sec): 3 clusters Score: Raw -12989149.082500 + Penalty 2245.500350 = -12986903.582150 nChanged 2401 SP:Iteration 34Q (15963.251330 sec): 3 clusters Score: Raw -12990085.448344 + Penalty 2245.500350 = -12987839.947993 nChanged 2427 SP:Iteration 35Q (15963.421453 sec): 3 clusters Score: Raw -12991062.271507 + Penalty 2245.500350 = -12988816.771157 nChanged 2305 SP:Iteration 36Q (15963.590525 sec): 3 clusters Score: Raw -12991981.498382 + Penalty 2245.500350 = -12989735.998031 nChanged 2190 SP:Iteration 37Q (15963.758066 sec): 3 clusters Score: Raw -12992824.592522 + Penalty 2245.500350 = -12990579.092172 nChanged 2049 SP:Iteration 38Q (15963.924943 sec): 3 clusters Score: Raw -12993616.468411 + Penalty 2245.500350 = -12991370.968060 nChanged 1978 SP:Iteration 39Q (15964.090180 sec): 3 clusters Score: Raw -12994334.898460 + Penalty 2245.500350 = -12992089.398110 nChanged 1762 SP:Iteration 40F (15964.261069 sec): 3 clusters Score: Raw -12995058.438671 + Penalty 2245.500350 = -12992812.938321 nChanged 1725 SP:Iteration 41Q (15964.426369 sec): 3 clusters Score: Raw -12995761.570385 + Penalty 2245.500350 = -12993516.070035 nChanged 1665 SP:Iteration 42Q (15964.590292 sec): 3 clusters Score: Raw -12996392.185597 + Penalty 2245.500350 = -12994146.685246 nChanged 1571 SP:Iteration 43Q (15964.753939 sec): 3 clusters Score: Raw -12996975.193030 + Penalty 2245.500350 = -12994729.692679 nChanged 1462 SP:Iteration 44Q (15964.915757 sec): 3 clusters Score: Raw -12997520.290374 + Penalty 2245.500350 = -12995274.790024 nChanged 1385 SP:Iteration 45Q (15965.076555 sec): 3 clusters Score: Raw -12998016.275670 + Penalty 2245.500350 = -12995770.775319 nChanged 1251 SP:Iteration 46Q (15965.235777 sec): 3 clusters Score: Raw -12998448.411091 + Penalty 2245.500350 = -12996202.910741 nChanged 1148 SP:Iteration 47Q (15965.394359 sec): 3 clusters Score: Raw -12998816.677763 + Penalty 2245.500350 = -12996571.177412 nChanged 1058 SP:Iteration 48Q (15965.552024 sec): 3 clusters Score: Raw -12999135.888802 + Penalty 2245.500350 = -12996890.388452 nChanged 936 SP:Iteration 49Q (15965.708675 sec): 3 clusters Score: Raw -12999388.777052 + Penalty 2245.500350 = -12997143.276701 nChanged 881 SP:Iteration 50Q (15965.864640 sec): 3 clusters Score: Raw -12999602.812971 + Penalty 2245.500350 = -12997357.312620 nChanged 807 SP:Iteration 51Q (15966.019879 sec): 3 clusters Score: Raw -12999787.381743 + Penalty 2245.500350 = -12997541.881392 nChanged 774 SP:Iteration 52Q (15966.174381 sec): 3 clusters Score: Raw -12999957.221004 + Penalty 2245.500350 = -12997711.720654 nChanged 726 SP:Iteration 53Q (15966.328487 sec): 3 clusters Score: Raw -13000105.210002 + Penalty 2245.500350 = -12997859.709652 nChanged 662 SP:Iteration 54Q (15966.481851 sec): 3 clusters Score: Raw -13000230.580801 + Penalty 2245.500350 = -12997985.080450 nChanged 619 SP:Iteration 55Q (15966.634923 sec): 3 clusters Score: Raw -13000346.577184 + Penalty 2245.500350 = -12998101.076834 nChanged 607 SP:Iteration 56Q (15966.787383 sec): 3 clusters Score: Raw -13000450.075668 + Penalty 2245.500350 = -12998204.575317 nChanged 531 SP:Iteration 57Q (15966.939188 sec): 3 clusters Score: Raw -13000533.588098 + Penalty 2245.500350 = -12998288.087748 nChanged 537 SP:Iteration 58Q (15967.090761 sec): 3 clusters Score: Raw -13000622.629177 + Penalty 2245.500350 = -12998377.128827 nChanged 567 SP:Iteration 59Q (15967.242001 sec): 3 clusters Score: Raw -13000718.164091 + Penalty 2245.500350 = -12998472.663741 nChanged 519 SP:Iteration 60F (15967.412602 sec): 3 clusters Score: Raw -13000800.420571 + Penalty 2245.500350 = -12998554.920221 nChanged 459 SP:Iteration 61Q (15967.563123 sec): 3 clusters Score: Raw -13000865.927046 + Penalty 2245.500350 = -12998620.426696 nChanged 433 SP:Iteration 62Q (15967.713337 sec): 3 clusters Score: Raw -13000926.516388 + Penalty 2245.500350 = -12998681.016037 nChanged 412 SP:Iteration 63Q (15967.863430 sec): 3 clusters Score: Raw -13000987.208859 + Penalty 2245.500350 = -12998741.708509 nChanged 429 SP:Iteration 64Q (15968.012845 sec): 3 clusters Score: Raw -13001048.950260 + Penalty 2245.500350 = -12998803.449910 nChanged 393 SP:Iteration 65Q (15968.163275 sec): 3 clusters Score: Raw -13001103.489948 + Penalty 2245.500350 = -12998857.989597 nChanged 354 SP:Iteration 66Q (15968.312493 sec): 3 clusters Score: Raw -13001150.202230 + Penalty 2245.500350 = -12998904.701879 nChanged 346 SP:Iteration 67Q (15968.461414 sec): 3 clusters Score: Raw -13001196.950077 + Penalty 2245.500350 = -12998951.449726 nChanged 347 SP:Iteration 68Q (15968.610033 sec): 3 clusters Score: Raw -13001241.144207 + Penalty 2245.500350 = -12998995.643856 nChanged 327 SP:Iteration 69Q (15968.758489 sec): 3 clusters Score: Raw -13001281.612347 + Penalty 2245.500350 = -12999036.111997 nChanged 293 SP:Iteration 70Q (15968.906587 sec): 3 clusters Score: Raw -13001316.240197 + Penalty 2245.500350 = -12999070.739847 nChanged 283 SP:Iteration 71Q (15969.054211 sec): 3 clusters Score: Raw -13001349.170398 + Penalty 2245.500350 = -12999103.670048 nChanged 251 SP:Iteration 72Q (15969.201986 sec): 3 clusters Score: Raw -13001377.153296 + Penalty 2245.500350 = -12999131.652946 nChanged 237 SP:Iteration 73Q (15969.349797 sec): 3 clusters Score: Raw -13001402.103582 + Penalty 2245.500350 = -12999156.603232 nChanged 237 SP:Iteration 74Q (15969.497274 sec): 3 clusters Score: Raw -13001426.762850 + Penalty 2245.500350 = -12999181.262499 nChanged 234 SP:Iteration 75Q (15969.644931 sec): 3 clusters Score: Raw -13001452.027815 + Penalty 2245.500350 = -12999206.527465 nChanged 214 SP:Iteration 76Q (15969.792239 sec): 3 clusters Score: Raw -13001473.544040 + Penalty 2245.500350 = -12999228.043690 nChanged 197 SP:Iteration 77Q (15969.939305 sec): 3 clusters Score: Raw -13001494.259542 + Penalty 2245.500350 = -12999248.759192 nChanged 205 SP:Iteration 78Q (15970.086201 sec): 3 clusters Score: Raw -13001516.519268 + Penalty 2245.500350 = -12999271.018918 nChanged 209 SP:Iteration 79Q (15970.233313 sec): 3 clusters Score: Raw -13001539.701259 + Penalty 2245.500350 = -12999294.200908 nChanged 223 SP:Iteration 80F (15970.404373 sec): 3 clusters Score: Raw -13001566.643480 + Penalty 2245.500350 = -12999321.143129 nChanged 212 SP:Iteration 81Q (15970.550701 sec): 3 clusters Score: Raw -13001594.780574 + Penalty 2245.500350 = -12999349.280223 nChanged 217 SP:Iteration 82Q (15970.697005 sec): 3 clusters Score: Raw -13001621.678945 + Penalty 2245.500350 = -12999376.178595 nChanged 195 SP:Iteration 83Q (15970.843131 sec): 3 clusters Score: Raw -13001644.636600 + Penalty 2245.500350 = -12999399.136249 nChanged 201 SP:Iteration 84Q (15970.988880 sec): 3 clusters Score: Raw -13001667.668290 + Penalty 2245.500350 = -12999422.167939 nChanged 194 SP:Iteration 85Q (15971.134829 sec): 3 clusters Score: Raw -13001689.743840 + Penalty 2245.500350 = -12999444.243489 nChanged 171 SP:Iteration 86Q (15971.281115 sec): 3 clusters Score: Raw -13001708.620400 + Penalty 2245.500350 = -12999463.120050 nChanged 167 SP:Iteration 87Q (15971.425194 sec): 3 clusters Score: Raw -13001727.987877 + Penalty 2245.500350 = -12999482.487526 nChanged 188 SP:Iteration 88Q (15971.570808 sec): 3 clusters Score: Raw -13001749.870662 + Penalty 2245.500350 = -12999504.370311 nChanged 190 SP:Iteration 89Q (15971.716110 sec): 3 clusters Score: Raw -13001771.138451 + Penalty 2245.500350 = -12999525.638100 nChanged 172 SP:Iteration 90Q (15971.861333 sec): 3 clusters Score: Raw -13001789.367398 + Penalty 2245.500350 = -12999543.867047 nChanged 174 SP:Iteration 91Q (15972.006217 sec): 3 clusters Score: Raw -13001806.711006 + Penalty 2245.500350 = -12999561.210656 nChanged 159 SP:Iteration 92Q (15972.151339 sec): 3 clusters Score: Raw -13001821.812589 + Penalty 2245.500350 = -12999576.312239 nChanged 141 SP:Iteration 93Q (15972.296150 sec): 3 clusters Score: Raw -13001835.749352 + Penalty 2245.500350 = -12999590.249001 nChanged 150 SP:Iteration 94Q (15972.441419 sec): 3 clusters Score: Raw -13001850.145024 + Penalty 2245.500350 = -12999604.644673 nChanged 134 SP:Iteration 95Q (15972.586325 sec): 3 clusters Score: Raw -13001862.146910 + Penalty 2245.500350 = -12999616.646559 nChanged 127 SP:Iteration 96Q (15972.730781 sec): 3 clusters Score: Raw -13001874.484798 + Penalty 2245.500350 = -12999628.984448 nChanged 135 SP:Iteration 97Q (15972.875345 sec): 3 clusters Score: Raw -13001886.963808 + Penalty 2245.500350 = -12999641.463457 nChanged 122 SP:Iteration 98Q (15973.019479 sec): 3 clusters Score: Raw -13001898.104875 + Penalty 2245.500350 = -12999652.604525 nChanged 133 SP:Iteration 99Q (15973.163747 sec): 3 clusters Score: Raw -13001911.171766 + Penalty 2245.500350 = -12999665.671415 nChanged 131 SP:Iteration 100F (15973.334517 sec): 3 clusters Score: Raw -13001925.587285 + Penalty 2245.500350 = -12999680.086935 nChanged 139 SP:Iteration 101Q (15973.478590 sec): 3 clusters Score: Raw -13001941.958463 + Penalty 2245.500350 = -12999696.458112 nChanged 129 SP:Iteration 102Q (15973.623490 sec): 3 clusters Score: Raw -13001954.826785 + Penalty 2245.500350 = -12999709.326435 nChanged 120 SP:Iteration 103Q (15973.768775 sec): 3 clusters Score: Raw -13001968.305643 + Penalty 2245.500350 = -12999722.805292 nChanged 114 SP:Iteration 104Q (15973.914292 sec): 3 clusters Score: Raw -13001979.326079 + Penalty 2245.500350 = -12999733.825729 nChanged 97 SP:Iteration 105Q (15974.058439 sec): 3 clusters Score: Raw -13001989.145668 + Penalty 2245.500350 = -12999743.645317 nChanged 105 SP:Iteration 106Q (15974.202456 sec): 3 clusters Score: Raw -13002000.952970 + Penalty 2245.500350 = -12999755.452620 nChanged 126 SP:Iteration 107Q (15974.345836 sec): 3 clusters Score: Raw -13002017.271527 + Penalty 2245.500350 = -12999771.771176 nChanged 137 SP:Iteration 108Q (15974.489244 sec): 3 clusters Score: Raw -13002035.954462 + Penalty 2245.500350 = -12999790.454112 nChanged 140 SP:Iteration 109Q (15974.632898 sec): 3 clusters Score: Raw -13002053.269549 + Penalty 2245.500350 = -12999807.769198 nChanged 138 SP:Iteration 110Q (15974.807663 sec): 3 clusters Score: Raw -13002073.124716 + Penalty 2245.500350 = -12999827.624366 nChanged 157 SP:Iteration 111Q (15974.951142 sec): 3 clusters Score: Raw -13002096.685690 + Penalty 2245.500350 = -12999851.185339 nChanged 153 SP:Iteration 112Q (15975.094492 sec): 3 clusters Score: Raw -13002119.906679 + Penalty 2245.500350 = -12999874.406328 nChanged 163 SP:Iteration 113Q (15975.237476 sec): 3 clusters Score: Raw -13002145.635888 + Penalty 2245.500350 = -12999900.135538 nChanged 172 SP:Iteration 114Q (15975.380458 sec): 3 clusters Score: Raw -13002173.151806 + Penalty 2245.500350 = -12999927.651455 nChanged 178 SP:Iteration 115Q (15975.523301 sec): 3 clusters Score: Raw -13002201.098863 + Penalty 2245.500350 = -12999955.598513 nChanged 183 SP:Iteration 116Q (15975.666201 sec): 3 clusters Score: Raw -13002230.219421 + Penalty 2245.500350 = -12999984.719070 nChanged 180 SP:Iteration 117Q (15975.809145 sec): 3 clusters Score: Raw -13002257.876652 + Penalty 2245.500350 = -13000012.376301 nChanged 165 SP:Iteration 118Q (15975.951975 sec): 3 clusters Score: Raw -13002285.780479 + Penalty 2245.500350 = -13000040.280129 nChanged 172 SP:Iteration 119Q (15976.094487 sec): 3 clusters Score: Raw -13002314.932734 + Penalty 2245.500350 = -13000069.432383 nChanged 189 SP:Iteration 120F (15976.264878 sec): 3 clusters Score: Raw -13002344.082908 + Penalty 2245.500350 = -13000098.582557 nChanged 169 SP:Iteration 121Q (15976.407036 sec): 3 clusters Score: Raw -13002370.975839 + Penalty 2245.500350 = -13000125.475488 nChanged 174 SP:Iteration 122Q (15976.549240 sec): 3 clusters Score: Raw -13002398.983596 + Penalty 2245.500350 = -13000153.483246 nChanged 164 SP:Iteration 123Q (15976.691205 sec): 3 clusters Score: Raw -13002425.092051 + Penalty 2245.500350 = -13000179.591701 nChanged 180 SP:Iteration 124Q (15976.833246 sec): 3 clusters Score: Raw -13002453.323777 + Penalty 2245.500350 = -13000207.823427 nChanged 159 SP:Iteration 125Q (15976.975312 sec): 3 clusters Score: Raw -13002478.384528 + Penalty 2245.500350 = -13000232.884178 nChanged 161 SP:Iteration 126Q (15977.117174 sec): 3 clusters Score: Raw -13002504.240760 + Penalty 2245.500350 = -13000258.740410 nChanged 146 SP:Iteration 127Q (15977.259138 sec): 3 clusters Score: Raw -13002527.071961 + Penalty 2245.500350 = -13000281.571610 nChanged 150 SP:Iteration 128Q (15977.401028 sec): 3 clusters Score: Raw -13002551.577273 + Penalty 2245.500350 = -13000306.076923 nChanged 143 SP:Iteration 129Q (15977.542814 sec): 3 clusters Score: Raw -13002573.523921 + Penalty 2245.500350 = -13000328.023571 nChanged 125 SP:Iteration 130Q (15977.684657 sec): 3 clusters Score: Raw -13002592.175054 + Penalty 2245.500350 = -13000346.674703 nChanged 126 SP:Iteration 131Q (15977.826541 sec): 3 clusters Score: Raw -13002610.273842 + Penalty 2245.500350 = -13000364.773491 nChanged 123 SP:Iteration 132Q (15977.968474 sec): 3 clusters Score: Raw -13002630.212075 + Penalty 2245.500350 = -13000384.711724 nChanged 141 SP:Iteration 133Q (15978.111167 sec): 3 clusters Score: Raw -13002652.841915 + Penalty 2245.500350 = -13000407.341564 nChanged 124 SP:Iteration 134Q (15978.252710 sec): 3 clusters Score: Raw -13002671.189410 + Penalty 2245.500350 = -13000425.689060 nChanged 113 SP:Iteration 135Q (15978.392708 sec): 3 clusters Score: Raw -13002689.456992 + Penalty 2245.500350 = -13000443.956641 nChanged 118 SP:Iteration 136Q (15978.532739 sec): 3 clusters Score: Raw -13002708.186938 + Penalty 2245.500350 = -13000462.686588 nChanged 114 SP:Iteration 137Q (15978.673083 sec): 3 clusters Score: Raw -13002725.902217 + Penalty 2245.500350 = -13000480.401866 nChanged 100 SP:Iteration 138Q (15978.813160 sec): 3 clusters Score: Raw -13002738.522119 + Penalty 2245.500350 = -13000493.021769 nChanged 89 SP:Iteration 139Q (15978.952753 sec): 3 clusters Score: Raw -13002752.453530 + Penalty 2245.500350 = -13000506.953179 nChanged 104 SP:Iteration 140F (15979.122132 sec): 3 clusters Score: Raw -13002769.081016 + Penalty 2245.500350 = -13000523.580665 nChanged 101 SP:Iteration 141Q (15979.262121 sec): 3 clusters Score: Raw -13002786.105025 + Penalty 2245.500350 = -13000540.604675 nChanged 97 SP:Iteration 142Q (15979.402325 sec): 3 clusters Score: Raw -13002803.681178 + Penalty 2245.500350 = -13000558.180828 nChanged 106 SP:Iteration 143Q (15979.541889 sec): 3 clusters Score: Raw -13002824.692281 + Penalty 2245.500350 = -13000579.191930 nChanged 111 SP:Iteration 144Q (15979.681798 sec): 3 clusters Score: Raw -13002846.106176 + Penalty 2245.500350 = -13000600.605825 nChanged 99 SP:Iteration 145Q (15979.821670 sec): 3 clusters Score: Raw -13002866.494335 + Penalty 2245.500350 = -13000620.993984 nChanged 104 SP:Iteration 146Q (15979.960962 sec): 3 clusters Score: Raw -13002888.174355 + Penalty 2245.500350 = -13000642.674004 nChanged 104 SP:Iteration 147Q (15980.100412 sec): 3 clusters Score: Raw -13002908.060683 + Penalty 2245.500350 = -13000662.560332 nChanged 95 SP:Iteration 148Q (15980.239761 sec): 3 clusters Score: Raw -13002924.611841 + Penalty 2245.500350 = -13000679.111491 nChanged 81 SP:Iteration 149Q (15980.378864 sec): 3 clusters Score: Raw -13002938.054418 + Penalty 2245.500350 = -13000692.554067 nChanged 67 SP:Iteration 150Q (15980.517943 sec): 3 clusters Score: Raw -13002948.925694 + Penalty 2245.500350 = -13000703.425343 nChanged 61 SP:Iteration 151Q (15980.657240 sec): 3 clusters Score: Raw -13002959.233156 + Penalty 2245.500350 = -13000713.732806 nChanged 62 SP:Iteration 152Q (15980.796886 sec): 3 clusters Score: Raw -13002969.446293 + Penalty 2245.500350 = -13000723.945943 nChanged 64 SP:Iteration 153Q (15980.936080 sec): 3 clusters Score: Raw -13002980.721155 + Penalty 2245.500350 = -13000735.220805 nChanged 56 SP:Iteration 154Q (15981.075111 sec): 3 clusters Score: Raw -13002989.796794 + Penalty 2245.500350 = -13000744.296444 nChanged 53 SP:Iteration 155Q (15981.214552 sec): 3 clusters Score: Raw -13002997.774590 + Penalty 2245.500350 = -13000752.274240 nChanged 46 SP:Iteration 156Q (15981.354568 sec): 3 clusters Score: Raw -13003006.328182 + Penalty 2245.500350 = -13000760.827831 nChanged 54 SP:Iteration 157Q (15981.494107 sec): 3 clusters Score: Raw -13003017.379722 + Penalty 2245.500350 = -13000771.879371 nChanged 45 SP:Iteration 158Q (15981.633737 sec): 3 clusters Score: Raw -13003023.429670 + Penalty 2245.500350 = -13000777.929319 nChanged 36 SP:Iteration 159Q (15981.772957 sec): 3 clusters Score: Raw -13003027.970067 + Penalty 2245.500350 = -13000782.469716 nChanged 36 SP:Iteration 160F (15981.941943 sec): 3 clusters Score: Raw -13003032.463214 + Penalty 2245.500350 = -13000786.962864 nChanged 28 SP:Iteration 161Q (15982.081028 sec): 3 clusters Score: Raw -13003037.302293 + Penalty 2245.500350 = -13000791.801942 nChanged 25 SP:Iteration 162Q (15982.220288 sec): 3 clusters Score: Raw -13003041.447596 + Penalty 2245.500350 = -13000795.947245 nChanged 25 SP:Iteration 163Q (15982.359132 sec): 3 clusters Score: Raw -13003044.706387 + Penalty 2245.500350 = -13000799.206037 nChanged 24 SP:Iteration 164Q (15982.498591 sec): 3 clusters Score: Raw -13003048.147731 + Penalty 2245.500350 = -13000802.647381 nChanged 32 SP:Iteration 165Q (15982.637324 sec): 3 clusters Score: Raw -13003052.748147 + Penalty 2245.500350 = -13000807.247796 nChanged 29 SP:Iteration 166Q (15982.776385 sec): 3 clusters Score: Raw -13003057.177197 + Penalty 2245.500350 = -13000811.676846 nChanged 27 SP:Iteration 167Q (15982.915285 sec): 3 clusters Score: Raw -13003061.537827 + Penalty 2245.500350 = -13000816.037476 nChanged 25 SP:Iteration 168Q (15983.054315 sec): 3 clusters Score: Raw -13003065.722642 + Penalty 2245.500350 = -13000820.222292 nChanged 25 SP:Iteration 169Q (15983.193225 sec): 3 clusters Score: Raw -13003069.379616 + Penalty 2245.500350 = -13000823.879265 nChanged 25 SP:Iteration 170Q (15983.332244 sec): 3 clusters Score: Raw -13003072.799580 + Penalty 2245.500350 = -13000827.299230 nChanged 21 SP:Iteration 171Q (15983.471332 sec): 3 clusters Score: Raw -13003076.462183 + Penalty 2245.500350 = -13000830.961833 nChanged 27 SP:Iteration 172Q (15983.610331 sec): 3 clusters Score: Raw -13003081.248392 + Penalty 2245.500350 = -13000835.748042 nChanged 28 SP:Iteration 173Q (15983.749543 sec): 3 clusters Score: Raw -13003087.230111 + Penalty 2245.500350 = -13000841.729761 nChanged 24 SP:Iteration 174Q (15983.888265 sec): 3 clusters Score: Raw -13003090.051253 + Penalty 2245.500350 = -13000844.550902 nChanged 15 SP:Iteration 175Q (15984.027217 sec): 3 clusters Score: Raw -13003091.796982 + Penalty 2245.500350 = -13000846.296631 nChanged 13 SP:Iteration 176Q (15984.165831 sec): 3 clusters Score: Raw -13003093.545908 + Penalty 2245.500350 = -13000848.045557 nChanged 13 SP:Iteration 177Q (15984.304729 sec): 3 clusters Score: Raw -13003095.375290 + Penalty 2245.500350 = -13000849.874940 nChanged 14 SP:Iteration 178Q (15984.443516 sec): 3 clusters Score: Raw -13003097.265694 + Penalty 2245.500350 = -13000851.765344 nChanged 15 SP:Iteration 179Q (15984.611617 sec): 3 clusters Score: Raw -13003099.801153 + Penalty 2245.500350 = -13000854.300803 nChanged 18 SP:Iteration 180F (15984.780857 sec): 3 clusters Score: Raw -13003102.559875 + Penalty 2245.500350 = -13000857.059524 nChanged 17 SP:Iteration 181Q (15984.919958 sec): 3 clusters Score: Raw -13003104.937151 + Penalty 2245.500350 = -13000859.436801 nChanged 15 SP:Iteration 182Q (15985.058736 sec): 3 clusters Score: Raw -13003107.559142 + Penalty 2245.500350 = -13000862.058791 nChanged 17 SP:Iteration 183Q (15985.197243 sec): 3 clusters Score: Raw -13003110.126585 + Penalty 2245.500350 = -13000864.626234 nChanged 16 SP:Iteration 184Q (15985.336310 sec): 3 clusters Score: Raw -13003112.335181 + Penalty 2245.500350 = -13000866.834831 nChanged 12 SP:Iteration 185Q (15985.475143 sec): 3 clusters Score: Raw -13003113.472957 + Penalty 2245.500350 = -13000867.972606 nChanged 7 SP:Iteration 186Q (15985.614017 sec): 3 clusters Score: Raw -13003114.228581 + Penalty 2245.500350 = -13000868.728230 nChanged 8 SP:Iteration 187Q (15985.752851 sec): 3 clusters Score: Raw -13003115.291801 + Penalty 2245.500350 = -13000869.791450 nChanged 11 SP:Iteration 188Q (15985.891632 sec): 3 clusters Score: Raw -13003116.575255 + Penalty 2245.500350 = -13000871.074905 nChanged 12 SP:Iteration 189Q (15986.030367 sec): 3 clusters Score: Raw -13003118.189621 + Penalty 2245.500350 = -13000872.689270 nChanged 8 SP:Iteration 190Q (15986.168809 sec): 3 clusters Score: Raw -13003119.364863 + Penalty 2245.500350 = -13000873.864513 nChanged 10 SP:Iteration 191Q (15986.307815 sec): 3 clusters Score: Raw -13003120.752068 + Penalty 2245.500350 = -13000875.251717 nChanged 10 SP:Iteration 192Q (15986.446531 sec): 3 clusters Score: Raw -13003122.316819 + Penalty 2245.500350 = -13000876.816468 nChanged 9 SP:Iteration 193Q (15986.585032 sec): 3 clusters Score: Raw -13003123.734684 + Penalty 2245.500350 = -13000878.234333 nChanged 14 SP:Iteration 194Q (15986.723969 sec): 3 clusters Score: Raw -13003125.289743 + Penalty 2245.500350 = -13000879.789392 nChanged 8 SP:Iteration 195Q (15986.862543 sec): 3 clusters Score: Raw -13003126.359522 + Penalty 2245.500350 = -13000880.859171 nChanged 7 SP:Iteration 196Q (15987.001345 sec): 3 clusters Score: Raw -13003127.643978 + Penalty 2245.500350 = -13000882.143628 nChanged 7 SP:Iteration 197Q (15987.139911 sec): 3 clusters Score: Raw -13003128.882058 + Penalty 2245.500350 = -13000883.381707 nChanged 13 SP:Iteration 198Q (15987.278531 sec): 3 clusters Score: Raw -13003131.791744 + Penalty 2245.500350 = -13000886.291393 nChanged 6 SP:Iteration 199Q (15987.417589 sec): 3 clusters Score: Raw -13003133.347999 + Penalty 2245.500350 = -13000887.847649 nChanged 11 SP:Iteration 200F (15987.586535 sec): 3 clusters Score: Raw -13003134.955840 + Penalty 2245.500350 = -13000889.455490 nChanged 7 SP:Iteration 201Q (15987.725519 sec): 3 clusters Score: Raw -13003135.763033 + Penalty 2245.500350 = -13000890.262682 nChanged 7 SP:Iteration 202Q (15987.862707 sec): 3 clusters Score: Raw -13003136.440027 + Penalty 2245.500350 = -13000890.939677 nChanged 5 SP:Iteration 203Q (15988.001736 sec): 3 clusters Score: Raw -13003137.194284 + Penalty 2245.500350 = -13000891.693933 nChanged 6 SP:Iteration 204Q (15988.140445 sec): 3 clusters Score: Raw -13003138.010780 + Penalty 2245.500350 = -13000892.510429 nChanged 5 SP:Iteration 205Q (15988.279038 sec): 3 clusters Score: Raw -13003138.573918 + Penalty 2245.500350 = -13000893.073567 nChanged 7 SP:Iteration 206Q (15988.417733 sec): 3 clusters Score: Raw -13003139.384766 + Penalty 2245.500350 = -13000893.884416 nChanged 3 SP:Iteration 207Q (15988.556767 sec): 3 clusters Score: Raw -13003139.576147 + Penalty 2245.500350 = -13000894.075796 nChanged 4 SP:Iteration 208Q (15988.695493 sec): 3 clusters Score: Raw -13003139.846549 + Penalty 2245.500350 = -13000894.346199 nChanged 4 SP:Iteration 209Q (15988.834192 sec): 3 clusters Score: Raw -13003140.228339 + Penalty 2245.500350 = -13000894.727988 nChanged 1 SP:Iteration 210Q (15988.973035 sec): 3 clusters Score: Raw -13003140.340206 + Penalty 2245.500350 = -13000894.839856 nChanged 1 SP:Iteration 211Q (15989.111631 sec): 3 clusters Score: Raw -13003140.433917 + Penalty 2245.500350 = -13000894.933567 nChanged 0 SP:Iteration 212F (15989.280382 sec): 3 clusters Score: Raw -13003140.433917 + Penalty 2245.500350 = -13000894.933567 nChanged 0 Trying to split cluster 38 (289372 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (15989.544501 sec): 2 clusters Score: Raw -27606355.360319 + Penalty 1194.669492 = -27605160.690827 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (15989.907886 sec): 3 clusters Score: Raw -27411494.984854 + Penalty 2389.338984 = -27409105.645870 nChanged 141580 SP:Iteration 1F (15990.262068 sec): 3 clusters Score: Raw -27498362.017171 + Penalty 2389.338984 = -27495972.678187 nChanged 10418 SP:Iteration 2Q (15990.635761 sec): 3 clusters Score: Raw -27501792.438011 + Penalty 2389.338984 = -27499403.099027 nChanged 11931 SP:Iteration 3Q (15991.009466 sec): 3 clusters Score: Raw -27506987.257237 + Penalty 2389.338984 = -27504597.918253 nChanged 14332 SP:Iteration 4Q (15991.384915 sec): 3 clusters Score: Raw -27515014.490735 + Penalty 2389.338984 = -27512625.151752 nChanged 16878 SP:Iteration 5F (15991.737491 sec): 3 clusters Score: Raw -27526538.975361 + Penalty 2389.338984 = -27524149.636377 nChanged 18549 SP:Iteration 6F (15992.088009 sec): 3 clusters Score: Raw -27540580.626278 + Penalty 2389.338984 = -27538191.287294 nChanged 18442 SP:Iteration 7F (15992.439247 sec): 3 clusters Score: Raw -27554916.485870 + Penalty 2389.338984 = -27552527.146886 nChanged 16492 SP:Iteration 8F (15992.791430 sec): 3 clusters Score: Raw -27567409.114368 + Penalty 2389.338984 = -27565019.775384 nChanged 13735 SP:Iteration 9Q (15993.140697 sec): 3 clusters Score: Raw -27577365.250598 + Penalty 2389.338984 = -27574975.911614 nChanged 11107 SP:Iteration 10Q (15993.479084 sec): 3 clusters Score: Raw -27584891.141389 + Penalty 2389.338984 = -27582501.802405 nChanged 8810 SP:Iteration 11Q (15993.809561 sec): 3 clusters Score: Raw -27590356.273503 + Penalty 2389.338984 = -27587966.934519 nChanged 7143 SP:Iteration 12Q (15994.134765 sec): 3 clusters Score: Raw -27594500.120179 + Penalty 2389.338984 = -27592110.781195 nChanged 5814 SP:Iteration 13Q (15994.455148 sec): 3 clusters Score: Raw -27597730.053393 + Penalty 2389.338984 = -27595340.714409 nChanged 4620 SP:Iteration 14Q (15994.766886 sec): 3 clusters Score: Raw -27600202.948986 + Penalty 2389.338984 = -27597813.610002 nChanged 3620 SP:Iteration 15Q (15995.073824 sec): 3 clusters Score: Raw -27602087.170211 + Penalty 2389.338984 = -27599697.831227 nChanged 2706 SP:Iteration 16Q (15995.372729 sec): 3 clusters Score: Raw -27603474.022674 + Penalty 2389.338984 = -27601084.683690 nChanged 1923 SP:Iteration 17Q (15995.665891 sec): 3 clusters Score: Raw -27604456.465825 + Penalty 2389.338984 = -27602067.126841 nChanged 1413 SP:Iteration 18Q (15995.957375 sec): 3 clusters Score: Raw -27605191.014461 + Penalty 2389.338984 = -27602801.675477 nChanged 963 SP:Iteration 19Q (15996.246172 sec): 3 clusters Score: Raw -27605655.907323 + Penalty 2389.338984 = -27603266.568339 nChanged 649 SP:Iteration 20F (15996.590517 sec): 3 clusters Score: Raw -27605963.071593 + Penalty 2389.338984 = -27603573.732609 nChanged 442 SP:Iteration 21Q (15996.876217 sec): 3 clusters Score: Raw -27606167.070970 + Penalty 2389.338984 = -27603777.731987 nChanged 319 SP:Iteration 22Q (15997.161285 sec): 3 clusters Score: Raw -27606297.695945 + Penalty 2389.338984 = -27603908.356961 nChanged 207 SP:Iteration 23Q (15997.445922 sec): 3 clusters Score: Raw -27606377.190477 + Penalty 2389.338984 = -27603987.851493 nChanged 160 SP:Iteration 24Q (15997.731351 sec): 3 clusters Score: Raw -27606440.791684 + Penalty 2389.338984 = -27604051.452700 nChanged 124 SP:Iteration 25Q (15998.016454 sec): 3 clusters Score: Raw -27606489.665820 + Penalty 2389.338984 = -27604100.326836 nChanged 103 SP:Iteration 26Q (15998.300348 sec): 3 clusters Score: Raw -27606528.255115 + Penalty 2389.338984 = -27604138.916131 nChanged 103 SP:Iteration 27Q (15998.584267 sec): 3 clusters Score: Raw -27606567.412048 + Penalty 2389.338984 = -27604178.073064 nChanged 93 SP:Iteration 28Q (15998.868006 sec): 3 clusters Score: Raw -27606604.451912 + Penalty 2389.338984 = -27604215.112928 nChanged 77 SP:Iteration 29Q (15999.151709 sec): 3 clusters Score: Raw -27606637.035624 + Penalty 2389.338984 = -27604247.696641 nChanged 63 SP:Iteration 30Q (15999.435315 sec): 3 clusters Score: Raw -27606658.406850 + Penalty 2389.338984 = -27604269.067866 nChanged 49 SP:Iteration 31Q (15999.718935 sec): 3 clusters Score: Raw -27606672.142406 + Penalty 2389.338984 = -27604282.803422 nChanged 56 SP:Iteration 32Q (16000.002231 sec): 3 clusters Score: Raw -27606685.093871 + Penalty 2389.338984 = -27604295.754887 nChanged 30 SP:Iteration 33Q (16000.285628 sec): 3 clusters Score: Raw -27606693.169870 + Penalty 2389.338984 = -27604303.830886 nChanged 29 SP:Iteration 34Q (16000.568952 sec): 3 clusters Score: Raw -27606700.480408 + Penalty 2389.338984 = -27604311.141424 nChanged 17 SP:Iteration 35Q (16000.853232 sec): 3 clusters Score: Raw -27606705.233126 + Penalty 2389.338984 = -27604315.894142 nChanged 21 SP:Iteration 36Q (16001.136439 sec): 3 clusters Score: Raw -27606710.661378 + Penalty 2389.338984 = -27604321.322395 nChanged 15 SP:Iteration 37Q (16001.419865 sec): 3 clusters Score: Raw -27606714.405783 + Penalty 2389.338984 = -27604325.066800 nChanged 17 SP:Iteration 38Q (16001.703275 sec): 3 clusters Score: Raw -27606717.866611 + Penalty 2389.338984 = -27604328.527627 nChanged 17 SP:Iteration 39Q (16001.986542 sec): 3 clusters Score: Raw -27606722.165801 + Penalty 2389.338984 = -27604332.826817 nChanged 11 SP:Iteration 40F (16002.334897 sec): 3 clusters Score: Raw -27606723.609958 + Penalty 2389.338984 = -27604334.270974 nChanged 8 SP:Iteration 41Q (16002.618247 sec): 3 clusters Score: Raw -27606724.794824 + Penalty 2389.338984 = -27604335.455840 nChanged 5 SP:Iteration 42Q (16002.901674 sec): 3 clusters Score: Raw -27606725.294440 + Penalty 2389.338984 = -27604335.955456 nChanged 4 SP:Iteration 43Q (16003.185038 sec): 3 clusters Score: Raw -27606725.883937 + Penalty 2389.338984 = -27604336.544953 nChanged 7 SP:Iteration 44Q (16003.468514 sec): 3 clusters Score: Raw -27606727.213693 + Penalty 2389.338984 = -27604337.874709 nChanged 9 SP:Iteration 45Q (16003.766183 sec): 3 clusters Score: Raw -27606729.330058 + Penalty 2389.338984 = -27604339.991074 nChanged 9 SP:Iteration 46Q (16004.049718 sec): 3 clusters Score: Raw -27606730.844667 + Penalty 2389.338984 = -27604341.505683 nChanged 4 SP:Iteration 47Q (16004.333019 sec): 3 clusters Score: Raw -27606731.712876 + Penalty 2389.338984 = -27604342.373892 nChanged 6 SP:Iteration 48Q (16004.616305 sec): 3 clusters Score: Raw -27606732.900353 + Penalty 2389.338984 = -27604343.561369 nChanged 9 SP:Iteration 49Q (16004.900003 sec): 3 clusters Score: Raw -27606735.134100 + Penalty 2389.338984 = -27604345.795116 nChanged 11 SP:Iteration 50Q (16005.183453 sec): 3 clusters Score: Raw -27606738.071758 + Penalty 2389.338984 = -27604348.732774 nChanged 12 SP:Iteration 51Q (16005.466793 sec): 3 clusters Score: Raw -27606740.765330 + Penalty 2389.338984 = -27604351.426346 nChanged 7 SP:Iteration 52Q (16005.749979 sec): 3 clusters Score: Raw -27606742.664864 + Penalty 2389.338984 = -27604353.325881 nChanged 12 SP:Iteration 53Q (16006.035980 sec): 3 clusters Score: Raw -27606745.485791 + Penalty 2389.338984 = -27604356.146807 nChanged 12 SP:Iteration 54Q (16006.319347 sec): 3 clusters Score: Raw -27606748.417204 + Penalty 2389.338984 = -27604359.078221 nChanged 11 SP:Iteration 55Q (16006.602678 sec): 3 clusters Score: Raw -27606750.825980 + Penalty 2389.338984 = -27604361.486996 nChanged 6 SP:Iteration 56Q (16006.886196 sec): 3 clusters Score: Raw -27606752.379020 + Penalty 2389.338984 = -27604363.040036 nChanged 11 SP:Iteration 57Q (16007.169450 sec): 3 clusters Score: Raw -27606755.429650 + Penalty 2389.338984 = -27604366.090666 nChanged 14 SP:Iteration 58Q (16007.452779 sec): 3 clusters Score: Raw -27606758.778993 + Penalty 2389.338984 = -27604369.440009 nChanged 13 SP:Iteration 59Q (16007.736096 sec): 3 clusters Score: Raw -27606762.506131 + Penalty 2389.338984 = -27604373.167147 nChanged 12 SP:Iteration 60F (16008.083610 sec): 3 clusters Score: Raw -27606765.962387 + Penalty 2389.338984 = -27604376.623403 nChanged 14 SP:Iteration 61Q (16008.366898 sec): 3 clusters Score: Raw -27606769.884415 + Penalty 2389.338984 = -27604380.545431 nChanged 8 SP:Iteration 62Q (16008.650071 sec): 3 clusters Score: Raw -27606771.456058 + Penalty 2389.338984 = -27604382.117074 nChanged 4 SP:Iteration 63Q (16008.932890 sec): 3 clusters Score: Raw -27606772.484632 + Penalty 2389.338984 = -27604383.145648 nChanged 5 SP:Iteration 64Q (16009.216144 sec): 3 clusters Score: Raw -27606773.139575 + Penalty 2389.338984 = -27604383.800591 nChanged 0 SP:Iteration 65F (16009.563199 sec): 3 clusters Score: Raw -27606773.139575 + Penalty 2389.338984 = -27604383.800591 nChanged 0 Time taken for this iteration:6212.851502 seconds. 21->39 Clusters: Score -89509060.915417, best is -89515067.147024 Main iterations: 1144 (time per iteration =4068.534875 ms) Total iterations: 62781 (time per iteration =74.137142 ms) Def. Iteration metric 2: Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints) Iterations metric 2: 1090442620980.000000 (time per metric unit =4.268362ns) Def. Iteration metric 3: Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints) Iterations metric 3: 19627967177640.000000 (time per metric unit=237.131225ps) That took 4654.403897 seconds.